This notebook contains code and comments from Section 7.2 of the book Ensemble Methods for Machine Learning. Please see the book for additional details on this topic. This notebook and code are released under the MIT license.
7.4 Case Study: Demand Forecasting¶
Demand forecasting is an important problem that arises in many business contexts, where the goal is to predict the demand for a certain product or commodity. Accurately predicting demand is critical for downstream supply chain management and optimization: to ensure that there is enough supply to meet needs and not too much that there is waste.
In this section, we study the problem of Bike Rental Forecasting. As we see below, the nature of the problem (and especially, the targets/labels) is quite similar to those arising in the areas of weather prediction and analytics, insurance and risk analytics, health informatics, energy demand forecasting, business intelligence and many others.
The Bike Rental data set was the first of several similar publicly available data sets that tracks the usage of bicycle sharing services in major metropolitan areas. These data sets are made publicly available through the UCI Machine Learning Repository.
This data set, first made available in 2013, tracks hourly and daily bicycle rentals of Capital Bike Sharing in Washington DC. In addition, the data set also contains several features describing the weather as well as the time of day and day of the year. The overall goal of the problem is to predict the bike rental demand depending on the time of day, the season, and the weather. The demand is measured in total number of users, a count! The total number of users is further composed of casual and registered users.
The number of registered users appears to be fairly consistent across the year, since these are users who presumably use bike sharing as a regular transportation option rather than a recreational activity. This is akin to commuters who have a monthly/annual bus pass for their daily commutes as opposed to, say tourists, who only buy bus tickets as needed. Keeping this in mind, we construct a derived data set for our case study that can be used to build a model to forecast the rental bike demand of casual users.
Problem: Predict the number of casual bike rental users depending on the time of day, season and weather.
In [1]:
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
In [2]:
# # Load the original UCI data set, drop some columns and save it for this Case Study
# data = pd.read_csv('./data/ch07/bikesharing-hour.csv')
# data = data.drop(['dteday', 'instant', 'yr', 'registered', 'cnt'], axis=1)
# data.to_csv('./data/ch07/bikesharing.csv', index=False)
7.4.1 Preprocessing¶
Let’s preprocess this data set by normalizing the features, that is, we ensure that each feature is zero mean, unit standard deviation. Normalization is not always the best approach to deal with discrete features. For now though, let’s use this simple preprocessing and keep our focus on ensembles for regression. In Chapter 8, we delve more into preprocessing strategies for these types of features.
The listing below shows our preprocessing steps: it splits the data into training (80% of the data) and test sets (remaining 20% of the data) and applies normalization to the features. As always, we’ll hold out the test set from the training process so that we can evaluate the performance of each of our trained models on the test set.
In [3]:
data = pd.read_csv('./data/ch07/bikesharing.csv')
pd.options.display.float_format = '{:,.3f}'.format
data.describe()
Out[3]:
| season | mnth | hr | holiday | weekday | workingday | weathersit | temp | atemp | hum | windspeed | casual | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | 17,379.000 | 17,379.000 | 17,379.000 | 17,379.000 | 17,379.000 | 17,379.000 | 17,379.000 | 17,379.000 | 17,379.000 | 17,379.000 | 17,379.000 | 17,379.000 |
| mean | 2.502 | 6.538 | 11.547 | 0.029 | 3.004 | 0.683 | 1.425 | 0.497 | 0.476 | 0.627 | 0.190 | 35.676 |
| std | 1.107 | 3.439 | 6.914 | 0.167 | 2.006 | 0.465 | 0.639 | 0.193 | 0.172 | 0.193 | 0.122 | 49.305 |
| min | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 |
| 25% | 2.000 | 4.000 | 6.000 | 0.000 | 1.000 | 0.000 | 1.000 | 0.340 | 0.333 | 0.480 | 0.104 | 4.000 |
| 50% | 3.000 | 7.000 | 12.000 | 0.000 | 3.000 | 1.000 | 1.000 | 0.500 | 0.485 | 0.630 | 0.194 | 17.000 |
| 75% | 3.000 | 10.000 | 18.000 | 0.000 | 5.000 | 1.000 | 2.000 | 0.660 | 0.621 | 0.780 | 0.254 | 48.000 |
| max | 4.000 | 12.000 | 23.000 | 1.000 | 6.000 | 1.000 | 4.000 | 1.000 | 1.000 | 1.000 | 0.851 | 367.000 |
Listing 7.8: Preprocessing the Bike Rental Data Set
In [4]:
# Get indices for the features and labels
labels = data.columns.get_loc('casual')
features = np.setdiff1d(np.arange(0, len(data.columns), 1), labels)
# Split into train and test sets
from sklearn.model_selection import train_test_split
trn, tst = train_test_split(data, test_size=0.2, random_state=42)
Xtrn, ytrn = trn.values[:, features], trn.values[:, labels]
Xtst, ytst = tst.values[:, features], tst.values[:, labels]
# Normalize the data
from sklearn.preprocessing import StandardScaler
preprocessor = StandardScaler().fit(Xtrn)
Xtrn, Xtst = preprocessor.transform(Xtrn), preprocessor.transform(Xtst)
In [5]:
fig, ax = plt.subplots(nrows=1, ncols=2, figsize=(9, 4))
counts, bins = np.histogram(ytrn, bins=25)
ax[0].hist(bins[:-1], bins, weights=counts, rwidth=0.75, edgecolor='k')
ax[0].set_title('Distribution of count targets, $log(1 + y)$', fontsize=12)
ax[0].set_xlabel('Number of bikes rented, y', fontsize=12)
ax[0].set_ylabel('Number of training examples', fontsize=12)
counts, bins = np.histogram(np.log(1 + ytrn), bins=25)
ax[1].hist(bins[:-1], bins, weights=counts, rwidth=0.75, edgecolor='k')
ax[1].set_title('Distribution of log-transform of count targets, $log(1 + y)$', fontsize=12)
ax[1].set_xlabel('log(Number of bikes rented), $log(1 + y)$', fontsize=12)
ax[1].set_ylabel('Number of training examples', fontsize=12)
fig.tight_layout()
# plt.savefig('./figures/CH07_F13_Kunapuli.png', format='png', dpi=300, bbox_inches='tight')
# plt.savefig('./figures/CH07_F13_Kunapuli.pdf', format='pdf', dpi=300, bbox_inches='tight')
In [6]:
from sklearn.model_selection import GridSearchCV
from sklearn.metrics import mean_squared_error, mean_absolute_error, r2_score
from sklearn.linear_model import Ridge, PoissonRegressor, TweedieRegressor
parameters = {'GLM: Linear': {'alpha': 10 ** np.arange(-4., 1.)},
'GLM: Poisson': {'alpha': 10 ** np.arange(-4., 1.)},
'GLM: Tweedie': {'alpha': 10 ** np.arange(-4., 1.),
'power': np.linspace(1.1, 1.9, num=5)}}
glms = {'GLM: Linear': Ridge(),
'GLM: Poisson': PoissonRegressor(max_iter=1000),
'GLM: Tweedie': TweedieRegressor(max_iter=1000)}
best_glms = {}
results = pd.DataFrame()
for glm_type, glm in glms.items():
param_tuner = GridSearchCV(glm, parameters[glm_type], cv=5, refit=True, verbose=2)
param_tuner.fit(Xtrn, ytrn)
best_glms[glm_type] = param_tuner.best_estimator_
ypred_trn = best_glms[glm_type].predict(Xtrn)
ypred_tst = best_glms[glm_type].predict(Xtst)
res = {'Method': glm_type,
'Train MSE': mean_squared_error(ytrn, ypred_trn),
'Train MAE': mean_absolute_error(ytrn, ypred_trn),
'Train R2': r2_score(ytrn, ypred_trn),
'Test MSE': mean_squared_error(ytst, ypred_tst),
'Test MAE': mean_absolute_error(ytst, ypred_tst),
'Test R2': r2_score(ytst, ypred_tst)}
results = pd.concat([results, pd.DataFrame([res])], ignore_index=True)
Fitting 5 folds for each of 5 candidates, totalling 25 fits [CV] END .......................................alpha=0.0001; total time= 0.0s [CV] END .......................................alpha=0.0001; total time= 0.0s [CV] END .......................................alpha=0.0001; total time= 0.0s [CV] END .......................................alpha=0.0001; total time= 0.0s [CV] END .......................................alpha=0.0001; total time= 0.0s [CV] END ........................................alpha=0.001; total time= 0.0s [CV] END ........................................alpha=0.001; total time= 0.0s [CV] END ........................................alpha=0.001; total time= 0.0s [CV] END ........................................alpha=0.001; total time= 0.0s [CV] END ........................................alpha=0.001; total time= 0.0s [CV] END .........................................alpha=0.01; total time= 0.0s [CV] END .........................................alpha=0.01; total time= 0.0s [CV] END .........................................alpha=0.01; total time= 0.0s [CV] END .........................................alpha=0.01; total time= 0.0s [CV] END .........................................alpha=0.01; total time= 0.0s [CV] END ..........................................alpha=0.1; total time= 0.0s [CV] END ..........................................alpha=0.1; total time= 0.0s [CV] END ..........................................alpha=0.1; total time= 0.0s [CV] END ..........................................alpha=0.1; total time= 0.0s [CV] END ..........................................alpha=0.1; total time= 0.0s [CV] END ..........................................alpha=1.0; total time= 0.0s [CV] END ..........................................alpha=1.0; total time= 0.0s [CV] END ..........................................alpha=1.0; total time= 0.0s [CV] END ..........................................alpha=1.0; total time= 0.0s [CV] END ..........................................alpha=1.0; total time= 0.0s Fitting 5 folds for each of 5 candidates, totalling 25 fits [CV] END .......................................alpha=0.0001; total time= 0.0s [CV] END .......................................alpha=0.0001; total time= 0.0s [CV] END .......................................alpha=0.0001; total time= 0.0s [CV] END .......................................alpha=0.0001; total time= 0.0s [CV] END .......................................alpha=0.0001; total time= 0.0s [CV] END ........................................alpha=0.001; total time= 0.0s [CV] END ........................................alpha=0.001; total time= 0.0s [CV] END ........................................alpha=0.001; total time= 0.0s [CV] END ........................................alpha=0.001; total time= 0.0s [CV] END ........................................alpha=0.001; total time= 0.0s [CV] END .........................................alpha=0.01; total time= 0.0s [CV] END .........................................alpha=0.01; total time= 0.0s [CV] END .........................................alpha=0.01; total time= 0.0s [CV] END .........................................alpha=0.01; total time= 0.0s [CV] END .........................................alpha=0.01; total time= 0.0s [CV] END ..........................................alpha=0.1; total time= 0.0s [CV] END ..........................................alpha=0.1; total time= 0.0s [CV] END ..........................................alpha=0.1; total time= 0.0s [CV] END ..........................................alpha=0.1; total time= 0.0s [CV] END ..........................................alpha=0.1; total time= 0.0s [CV] END ..........................................alpha=1.0; total time= 0.0s [CV] END ..........................................alpha=1.0; total time= 0.0s [CV] END ..........................................alpha=1.0; total time= 0.0s [CV] END ..........................................alpha=1.0; total time= 0.0s [CV] END ..........................................alpha=1.0; total time= 0.0s Fitting 5 folds for each of 25 candidates, totalling 125 fits [CV] END ............................alpha=0.0001, power=1.1; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.1; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.1; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.1; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.1; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.3; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.3; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.3; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.3; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.3; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.5; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.5; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.5; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.5; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.5; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.7; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.7; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.7; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.7; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.7; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.9; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.9; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.9; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.9; total time= 0.0s [CV] END ............................alpha=0.0001, power=1.9; total time= 0.0s [CV] END .............................alpha=0.001, power=1.1; total time= 0.0s [CV] END .............................alpha=0.001, power=1.1; total time= 0.0s [CV] END .............................alpha=0.001, power=1.1; total time= 0.0s [CV] END .............................alpha=0.001, power=1.1; total time= 0.0s [CV] END .............................alpha=0.001, power=1.1; total time= 0.0s [CV] END .............................alpha=0.001, power=1.3; total time= 0.0s [CV] END .............................alpha=0.001, power=1.3; total time= 0.0s [CV] END .............................alpha=0.001, power=1.3; total time= 0.0s [CV] END .............................alpha=0.001, power=1.3; total time= 0.0s [CV] END .............................alpha=0.001, power=1.3; total time= 0.0s [CV] END .............................alpha=0.001, power=1.5; total time= 0.0s [CV] END .............................alpha=0.001, power=1.5; total time= 0.0s [CV] END .............................alpha=0.001, power=1.5; total time= 0.0s [CV] END .............................alpha=0.001, power=1.5; total time= 0.0s [CV] END .............................alpha=0.001, power=1.5; total time= 0.0s [CV] END .............................alpha=0.001, power=1.7; total time= 0.0s [CV] END .............................alpha=0.001, power=1.7; total time= 0.0s [CV] END .............................alpha=0.001, power=1.7; total time= 0.0s [CV] END .............................alpha=0.001, power=1.7; total time= 0.0s [CV] END .............................alpha=0.001, power=1.7; total time= 0.0s [CV] END .............................alpha=0.001, power=1.9; total time= 0.0s [CV] END .............................alpha=0.001, power=1.9; total time= 0.0s [CV] END .............................alpha=0.001, power=1.9; total time= 0.0s [CV] END .............................alpha=0.001, power=1.9; total time= 0.0s [CV] END .............................alpha=0.001, power=1.9; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.1; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.1; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.1; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.1; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.1; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.3; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.3; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.3; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.3; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.3; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.5; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.5; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.5; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.5; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.5; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.7; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.7; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.7; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.7; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.7; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.9; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.9; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.9; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.9; total time= 0.0s [CV] END ..............................alpha=0.01, power=1.9; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.1; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.1; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.1; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.1; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.1; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.3; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.3; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.3; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.3; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.3; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.5; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.5; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.5; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.5; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.5; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.7; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.7; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.7; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.7; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.7; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.9; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.9; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.9; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.9; total time= 0.0s [CV] END ...............................alpha=0.1, power=1.9; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.1; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.1; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.1; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.1; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.1; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.3; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.3; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.3; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.3; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.3; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.5; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.5; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.5; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.5; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.5; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.7; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.7; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.7; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.7; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.7; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.9; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.9; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.9; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.9; total time= 0.0s [CV] END ...............................alpha=1.0, power=1.9; total time= 0.0s
In [7]:
results
Out[7]:
| Method | Train MSE | Train MAE | Train R2 | Test MSE | Test MAE | Test R2 | |
|---|---|---|---|---|---|---|---|
| 0 | GLM: Linear | 1,368.677 | 24.964 | 0.444 | 1,270.174 | 23.985 | 0.447 |
| 1 | GLM: Poisson | 1,354.006 | 21.726 | 0.450 | 1,228.898 | 20.641 | 0.465 |
| 2 | GLM: Tweedie | 1,383.374 | 21.755 | 0.438 | 1,254.304 | 20.661 | 0.454 |
Listing 7.10: Stacking GLMs for Bike Rental Prediction
In [8]:
from sklearn.neural_network import MLPRegressor
from sklearn.ensemble import StackingRegressor
base_estimators = list(best_glms.items())
meta_learner = MLPRegressor(hidden_layer_sizes=(25, 25, 25), max_iter=1000, activation='relu')
stack = StackingRegressor(base_estimators, final_estimator=meta_learner)
stack.fit(Xtrn, ytrn)
ypred_trn = stack.predict(Xtrn)
ypred_tst = stack.predict(Xtst)
res = {'Method': 'GLM Stack',
'Train MSE': mean_squared_error(ytrn, ypred_trn),
'Train MAE': mean_absolute_error(ytrn, ypred_trn),
'Train R2': r2_score(ytrn, ypred_trn),
'Test MSE': mean_squared_error(ytst, ypred_tst),
'Test MAE': mean_absolute_error(ytst, ypred_tst),
'Test R2': r2_score(ytst, ypred_tst)}
results = pd.concat([results, pd.DataFrame([res])], ignore_index=True)
In [9]:
results
Out[9]:
| Method | Train MSE | Train MAE | Train R2 | Test MSE | Test MAE | Test R2 | |
|---|---|---|---|---|---|---|---|
| 0 | GLM: Linear | 1,368.677 | 24.964 | 0.444 | 1,270.174 | 23.985 | 0.447 |
| 1 | GLM: Poisson | 1,354.006 | 21.726 | 0.450 | 1,228.898 | 20.641 | 0.465 |
| 2 | GLM: Tweedie | 1,383.374 | 21.755 | 0.438 | 1,254.304 | 20.661 | 0.454 |
| 3 | GLM Stack | 975.428 | 19.011 | 0.604 | 927.214 | 18.199 | 0.596 |
7.4.2 Random Forest and ExtraTrees¶
Listing 7.11: Random Forest and ExtraTrees for Bike Rental Prediction
In [10]:
from sklearn.ensemble import RandomForestRegressor
from sklearn.ensemble import ExtraTreesRegressor
parameters = {'n_estimators': np.arange(200, 600, step=100),
'max_depth': np.arange(4, 7, step=1)}
print(parameters)
ensembles = {'RF: Squared Error': RandomForestRegressor(criterion='squared_error'),
'RF: Poisson': RandomForestRegressor(criterion='poisson'),
'XT: Squared Error': ExtraTreesRegressor(criterion='squared_error'),
'XT: Poisson': ExtraTreesRegressor(criterion='poisson')}
for ens_type, ensemble in ensembles.items():
param_tuner = GridSearchCV(ensemble, parameters, cv=5, refit=True, verbose=2)
param_tuner.fit(Xtrn, ytrn)
ypred_trn = param_tuner.best_estimator_.predict(Xtrn)
ypred_tst = param_tuner.best_estimator_.predict(Xtst)
res = {'Method': ens_type,
'Train MSE': mean_squared_error(ytrn, ypred_trn),
'Train MAE': mean_absolute_error(ytrn, ypred_trn),
'Train R2': r2_score(ytrn, ypred_trn),
'Test MSE': mean_squared_error(ytst, ypred_tst),
'Test MAE': mean_absolute_error(ytst, ypred_tst),
'Test R2': r2_score(ytst, ypred_tst)}
results = pd.concat([results, pd.DataFrame([res])], ignore_index=True)
{'n_estimators': array([200, 300, 400, 500]), 'max_depth': array([4, 5, 6])}
Fitting 5 folds for each of 12 candidates, totalling 60 fits
[CV] END ......................max_depth=4, n_estimators=200; total time= 1.4s
[CV] END ......................max_depth=4, n_estimators=200; total time= 1.5s
[CV] END ......................max_depth=4, n_estimators=200; total time= 1.4s
[CV] END ......................max_depth=4, n_estimators=200; total time= 1.5s
[CV] END ......................max_depth=4, n_estimators=200; total time= 1.5s
[CV] END ......................max_depth=4, n_estimators=300; total time= 2.3s
[CV] END ......................max_depth=4, n_estimators=300; total time= 2.2s
[CV] END ......................max_depth=4, n_estimators=300; total time= 2.3s
[CV] END ......................max_depth=4, n_estimators=300; total time= 2.3s
[CV] END ......................max_depth=4, n_estimators=300; total time= 2.2s
[CV] END ......................max_depth=4, n_estimators=400; total time= 2.8s
[CV] END ......................max_depth=4, n_estimators=400; total time= 3.1s
[CV] END ......................max_depth=4, n_estimators=400; total time= 3.0s
[CV] END ......................max_depth=4, n_estimators=400; total time= 2.9s
[CV] END ......................max_depth=4, n_estimators=400; total time= 3.0s
[CV] END ......................max_depth=4, n_estimators=500; total time= 3.7s
[CV] END ......................max_depth=4, n_estimators=500; total time= 3.9s
[CV] END ......................max_depth=4, n_estimators=500; total time= 3.7s
[CV] END ......................max_depth=4, n_estimators=500; total time= 3.8s
[CV] END ......................max_depth=4, n_estimators=500; total time= 4.0s
[CV] END ......................max_depth=5, n_estimators=200; total time= 1.7s
[CV] END ......................max_depth=5, n_estimators=200; total time= 1.7s
[CV] END ......................max_depth=5, n_estimators=200; total time= 1.8s
[CV] END ......................max_depth=5, n_estimators=200; total time= 1.7s
[CV] END ......................max_depth=5, n_estimators=200; total time= 1.9s
[CV] END ......................max_depth=5, n_estimators=300; total time= 2.7s
[CV] END ......................max_depth=5, n_estimators=300; total time= 2.6s
[CV] END ......................max_depth=5, n_estimators=300; total time= 2.6s
[CV] END ......................max_depth=5, n_estimators=300; total time= 2.6s
[CV] END ......................max_depth=5, n_estimators=300; total time= 2.8s
[CV] END ......................max_depth=5, n_estimators=400; total time= 3.7s
[CV] END ......................max_depth=5, n_estimators=400; total time= 3.5s
[CV] END ......................max_depth=5, n_estimators=400; total time= 3.7s
[CV] END ......................max_depth=5, n_estimators=400; total time= 3.5s
[CV] END ......................max_depth=5, n_estimators=400; total time= 3.6s
[CV] END ......................max_depth=5, n_estimators=500; total time= 4.6s
[CV] END ......................max_depth=5, n_estimators=500; total time= 4.4s
[CV] END ......................max_depth=5, n_estimators=500; total time= 4.6s
[CV] END ......................max_depth=5, n_estimators=500; total time= 4.4s
[CV] END ......................max_depth=5, n_estimators=500; total time= 4.6s
[CV] END ......................max_depth=6, n_estimators=200; total time= 2.1s
[CV] END ......................max_depth=6, n_estimators=200; total time= 2.1s
[CV] END ......................max_depth=6, n_estimators=200; total time= 2.0s
[CV] END ......................max_depth=6, n_estimators=200; total time= 2.0s
[CV] END ......................max_depth=6, n_estimators=200; total time= 2.0s
[CV] END ......................max_depth=6, n_estimators=300; total time= 3.1s
[CV] END ......................max_depth=6, n_estimators=300; total time= 3.0s
[CV] END ......................max_depth=6, n_estimators=300; total time= 3.2s
[CV] END ......................max_depth=6, n_estimators=300; total time= 3.1s
[CV] END ......................max_depth=6, n_estimators=300; total time= 3.0s
[CV] END ......................max_depth=6, n_estimators=400; total time= 4.3s
[CV] END ......................max_depth=6, n_estimators=400; total time= 4.4s
[CV] END ......................max_depth=6, n_estimators=400; total time= 4.2s
[CV] END ......................max_depth=6, n_estimators=400; total time= 4.1s
[CV] END ......................max_depth=6, n_estimators=400; total time= 4.2s
[CV] END ......................max_depth=6, n_estimators=500; total time= 5.3s
[CV] END ......................max_depth=6, n_estimators=500; total time= 5.4s
[CV] END ......................max_depth=6, n_estimators=500; total time= 5.2s
[CV] END ......................max_depth=6, n_estimators=500; total time= 5.3s
[CV] END ......................max_depth=6, n_estimators=500; total time= 5.3s
Fitting 5 folds for each of 12 candidates, totalling 60 fits
[CV] END ......................max_depth=4, n_estimators=200; total time= 0.8s
[CV] END ......................max_depth=4, n_estimators=200; total time= 0.8s
[CV] END ......................max_depth=4, n_estimators=200; total time= 0.7s
[CV] END ......................max_depth=4, n_estimators=200; total time= 0.8s
[CV] END ......................max_depth=4, n_estimators=200; total time= 0.7s
[CV] END ......................max_depth=4, n_estimators=300; total time= 1.1s
[CV] END ......................max_depth=4, n_estimators=300; total time= 1.2s
[CV] END ......................max_depth=4, n_estimators=300; total time= 1.1s
[CV] END ......................max_depth=4, n_estimators=300; total time= 1.2s
[CV] END ......................max_depth=4, n_estimators=300; total time= 1.1s
[CV] END ......................max_depth=4, n_estimators=400; total time= 1.8s
[CV] END ......................max_depth=4, n_estimators=400; total time= 1.6s
[CV] END ......................max_depth=4, n_estimators=400; total time= 1.6s
[CV] END ......................max_depth=4, n_estimators=400; total time= 1.6s
[CV] END ......................max_depth=4, n_estimators=400; total time= 1.5s
[CV] END ......................max_depth=4, n_estimators=500; total time= 2.0s
[CV] END ......................max_depth=4, n_estimators=500; total time= 2.1s
[CV] END ......................max_depth=4, n_estimators=500; total time= 2.0s
[CV] END ......................max_depth=4, n_estimators=500; total time= 2.1s
[CV] END ......................max_depth=4, n_estimators=500; total time= 1.9s
[CV] END ......................max_depth=5, n_estimators=200; total time= 0.9s
[CV] END ......................max_depth=5, n_estimators=200; total time= 1.0s
[CV] END ......................max_depth=5, n_estimators=200; total time= 0.9s
[CV] END ......................max_depth=5, n_estimators=200; total time= 0.8s
[CV] END ......................max_depth=5, n_estimators=200; total time= 0.9s
[CV] END ......................max_depth=5, n_estimators=300; total time= 1.4s
[CV] END ......................max_depth=5, n_estimators=300; total time= 1.4s
[CV] END ......................max_depth=5, n_estimators=300; total time= 1.4s
[CV] END ......................max_depth=5, n_estimators=300; total time= 1.3s
[CV] END ......................max_depth=5, n_estimators=300; total time= 1.5s
[CV] END ......................max_depth=5, n_estimators=400; total time= 1.9s
[CV] END ......................max_depth=5, n_estimators=400; total time= 2.0s
[CV] END ......................max_depth=5, n_estimators=400; total time= 1.9s
[CV] END ......................max_depth=5, n_estimators=400; total time= 1.9s
[CV] END ......................max_depth=5, n_estimators=400; total time= 1.9s
[CV] END ......................max_depth=5, n_estimators=500; total time= 2.4s
[CV] END ......................max_depth=5, n_estimators=500; total time= 2.4s
[CV] END ......................max_depth=5, n_estimators=500; total time= 2.4s
[CV] END ......................max_depth=5, n_estimators=500; total time= 2.4s
[CV] END ......................max_depth=5, n_estimators=500; total time= 2.4s
[CV] END ......................max_depth=6, n_estimators=200; total time= 1.1s
[CV] END ......................max_depth=6, n_estimators=200; total time= 1.0s
[CV] END ......................max_depth=6, n_estimators=200; total time= 1.2s
[CV] END ......................max_depth=6, n_estimators=200; total time= 1.0s
[CV] END ......................max_depth=6, n_estimators=200; total time= 1.1s
[CV] END ......................max_depth=6, n_estimators=300; total time= 1.6s
[CV] END ......................max_depth=6, n_estimators=300; total time= 1.7s
[CV] END ......................max_depth=6, n_estimators=300; total time= 1.6s
[CV] END ......................max_depth=6, n_estimators=300; total time= 1.7s
[CV] END ......................max_depth=6, n_estimators=300; total time= 1.7s
[CV] END ......................max_depth=6, n_estimators=400; total time= 2.3s
[CV] END ......................max_depth=6, n_estimators=400; total time= 2.4s
[CV] END ......................max_depth=6, n_estimators=400; total time= 2.4s
[CV] END ......................max_depth=6, n_estimators=400; total time= 2.4s
[CV] END ......................max_depth=6, n_estimators=400; total time= 2.2s
[CV] END ......................max_depth=6, n_estimators=500; total time= 2.8s
[CV] END ......................max_depth=6, n_estimators=500; total time= 3.0s
[CV] END ......................max_depth=6, n_estimators=500; total time= 2.7s
[CV] END ......................max_depth=6, n_estimators=500; total time= 2.9s
[CV] END ......................max_depth=6, n_estimators=500; total time= 3.0s
In [11]:
results
Out[11]:
| Method | Train MSE | Train MAE | Train R2 | Test MSE | Test MAE | Test R2 | |
|---|---|---|---|---|---|---|---|
| 0 | GLM: Linear | 1,368.677 | 24.964 | 0.444 | 1,270.174 | 23.985 | 0.447 |
| 1 | GLM: Poisson | 1,354.006 | 21.726 | 0.450 | 1,228.898 | 20.641 | 0.465 |
| 2 | GLM: Tweedie | 1,383.374 | 21.755 | 0.438 | 1,254.304 | 20.661 | 0.454 |
| 3 | GLM Stack | 975.428 | 19.011 | 0.604 | 927.214 | 18.199 | 0.596 |
| 4 | Random Forest | 494.632 | 12.512 | 0.799 | 486.609 | 12.261 | 0.788 |
| 5 | ExtraTrees | 560.303 | 13.833 | 0.773 | 554.488 | 13.641 | 0.759 |
7.4.3 Gradient Boosting Models¶
Note: When executed, the parameter selection below occassionally produces FitFailedWarning for some parameter combinations. This is a known bug in xgboost's implementation of the poisson-nloglik evaluation metric, and can be ignored for now.
Listing 7.12: XGBoost for Bike Rental Prediction
In [12]:
from xgboost import XGBRegressor
from sklearn.model_selection import RandomizedSearchCV
parameters = {'max_depth': np.arange(2, 7, step=1),
'learning_rate': 2**np.arange(-8., 2., step=2),
'colsample_bytree': [0.4, 0.5, 0.6, 0.7, 0.8],
'reg_alpha': [0, 0.01, 0.1, 1, 10],
'reg_lambda': [0, 0.01, 0.1, 1e-1, 1, 10]}
print(parameters)
ensembles = {'XGB: Squared Error': XGBRegressor(objective='reg:squarederror', eval_metric='poisson-nloglik'),
'XGB: Pseudo Huber': XGBRegressor(objective='reg:pseudohubererror', eval_metric='poisson-nloglik'),
'XGB: Poisson': XGBRegressor(objective='count:poisson', eval_metric='poisson-nloglik'),
'XGB: Tweedie': XGBRegressor(objective='reg:tweedie', eval_metric='poisson-nloglik')}
for ens_type, ensemble in ensembles.items():
if ens_type == 'XGB: Tweedie':
parameters['tweedie_variance_power'] = np.linspace(1.1, 1.9, num=9)
param_tuner = RandomizedSearchCV(ensemble, parameters, n_iter=50, cv=5, refit=True, verbose=2)
param_tuner.fit(Xtrn, ytrn, eval_set=[(Xtst, ytst)], verbose=False)
ypred_trn = param_tuner.best_estimator_.predict(Xtrn)
ypred_tst = param_tuner.best_estimator_.predict(Xtst)
res = {'Method': ens_type,
'Train MSE': mean_squared_error(ytrn, ypred_trn),
'Train MAE': mean_absolute_error(ytrn, ypred_trn),
'Train R2': r2_score(ytrn, ypred_trn),
'Test MSE': mean_squared_error(ytst, ypred_tst),
'Test MAE': mean_absolute_error(ytst, ypred_tst),
'Test R2': r2_score(ytst, ypred_tst)}
results = pd.concat([results, pd.DataFrame([res])], ignore_index=True)
{'max_depth': array([2, 3, 4, 5, 6]), 'learning_rate': array([0.00390625, 0.015625 , 0.0625 , 0.25 , 1. ]), 'colsample_bytree': [0.4, 0.5, 0.6, 0.7, 0.8], 'reg_alpha': [0, 0.01, 0.1, 1, 10], 'reg_lambda': [0, 0.01, 0.1, 0.1, 1, 10]}
Fitting 5 folds for each of 50 candidates, totalling 250 fits
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=6, reg_alpha=10, reg_lambda=0; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=6, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=6, reg_alpha=10, reg_lambda=0; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=6, reg_alpha=10, reg_lambda=0; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=6, reg_alpha=10, reg_lambda=0; total time= 0.3s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=4, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=4, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=4, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=4, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=4, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=6, reg_alpha=0.1, reg_lambda=0; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=6, reg_alpha=0.1, reg_lambda=0; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=6, reg_alpha=0.1, reg_lambda=0; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=6, reg_alpha=0.1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=6, reg_alpha=0.1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=3, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=3, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=3, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=3, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=3, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=4, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=4, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=4, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=4, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=4, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0.1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0.1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0.1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0.1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0.1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=4, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=4, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=4, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=4, reg_alpha=1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=4, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0.1, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0.1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0.1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0.1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0.1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=0; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=4, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=4, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=4, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=4, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=4, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=4, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=4, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=4, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=4, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=4, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01; total time= 0.3s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=1; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=1; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=0.1; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=0.1; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=0.1; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=2, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=2, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=2, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=2, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=2, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=3, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=3, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=3, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=3, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=3, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=5, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=5, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=5, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=5, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=5, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=0.01; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=0.01; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=0.01; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=10; total time= 0.1s
Fitting 5 folds for each of 50 candidates, totalling 250 fits
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=5, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=5, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=5, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=5, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=5, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=5, reg_alpha=0.1, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=5, reg_alpha=0.1, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=5, reg_alpha=0.1, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=5, reg_alpha=0.1, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=5, reg_alpha=0.1, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0.01, reg_lambda=0; total time= 0.3s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0.01, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=6, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=6, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=6, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=6, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=6, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=0.1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=0.1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=0.1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=0.1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=0.1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=5, reg_alpha=0.1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=5, reg_alpha=0.1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=5, reg_alpha=0.1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=5, reg_alpha=0.1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=5, reg_alpha=0.1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=3, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=3, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=3, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=3, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=3, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=6, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=6, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=6, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=6, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=6, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0, reg_lambda=0.1; total time= 0.3s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=6, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=2, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=2, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=2, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=2, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=2, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=6, reg_alpha=1, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=0, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=0, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=3, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=3, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=3, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=3, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=3, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=0.1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=6, reg_alpha=0.01, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=6, reg_alpha=0.01, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=6, reg_alpha=0.01, reg_lambda=10; total time= 0.3s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=6, reg_alpha=0.01, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=6, reg_alpha=0.01, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=6, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=6, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=6, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=6, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=6, reg_alpha=0, reg_lambda=1; total time= 0.2s
Fitting 5 folds for each of 50 candidates, totalling 250 fits
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=6, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=6, reg_alpha=1, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=6, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=6, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=6, reg_alpha=1, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.0s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=5, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=5, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=5, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=5, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=5, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.3s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.3s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=2, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=2, reg_alpha=0.01, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=2, reg_alpha=0.01, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=2, reg_alpha=0.01, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=2, reg_alpha=0.01, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=2, reg_alpha=0.01, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=4, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=2, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=2, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=2, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=2, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=2, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=6, reg_alpha=1, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=6, reg_alpha=1, reg_lambda=10; total time= 0.3s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=6, reg_alpha=1, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=6, reg_alpha=1, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=6, reg_alpha=1, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=0.1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=0.01, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=4, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=6, reg_alpha=0.1, reg_lambda=0.1; total time= 0.3s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=3, reg_alpha=0, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=3, reg_alpha=0, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=3, reg_alpha=0, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=3, reg_alpha=0, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=3, reg_alpha=0, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=6, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=6, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=6, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=6, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=6, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=2, reg_alpha=10, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=2, reg_alpha=10, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=2, reg_alpha=10, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=2, reg_alpha=10, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=2, reg_alpha=10, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=3, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=4, reg_alpha=10, reg_lambda=0.01; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=0.1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=5, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=5, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=5, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=5, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=5, reg_alpha=0, reg_lambda=1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.0s
[CV] END colsample_bytree=0.4, learning_rate=0.00390625, max_depth=2, reg_alpha=0, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=2, reg_alpha=0.1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=3, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=3, reg_alpha=10, reg_lambda=0.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=3, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=3, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=3, reg_alpha=10, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.25, max_depth=3, reg_alpha=1, reg_lambda=0.1; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=6, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=6, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=6, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=6, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=6, reg_alpha=10, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=2, reg_alpha=0.01, reg_lambda=0.01; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=3, reg_alpha=0.01, reg_lambda=1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=4, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=4, reg_alpha=0.01, reg_lambda=10; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=4, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=4, reg_alpha=0.01, reg_lambda=10; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=4, reg_alpha=0.01, reg_lambda=10; total time= 0.2s
Fitting 5 folds for each of 50 candidates, totalling 250 fits
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=3, reg_alpha=0, reg_lambda=0.01, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=3, reg_alpha=0, reg_lambda=0.01, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=3, reg_alpha=0, reg_lambda=0.01, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=3, reg_alpha=0, reg_lambda=0.01, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=3, reg_alpha=0, reg_lambda=0.01, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.3s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.3s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.3; total time= 0.3s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0.01, reg_lambda=0.01, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0.01, reg_lambda=0.01, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0.01, reg_lambda=0.01, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0.01, reg_lambda=0.01, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=5, reg_alpha=0.01, reg_lambda=0.01, tweedie_variance_power=1.4; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=4, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=4, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=4, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=4, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=4, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.00390625, max_depth=4, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=3, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=3, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=3, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=3, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=3, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.1; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.0625, max_depth=5, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.1; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=2, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.0625, max_depth=2, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=6, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=6, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.3s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=6, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=6, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=6, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=3, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=3, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=3, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=3, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.00390625, max_depth=3, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=6, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.6; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=6, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.6; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=6, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.6; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=6, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.6; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=6, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.6; total time= 0.3s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=6, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.7999999999999998; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=6, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.7999999999999998; total time= 0.3s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=6, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.7999999999999998; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=6, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.7999999999999998; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.015625, max_depth=6, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.7999999999999998; total time= 0.3s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.0625, max_depth=2, reg_alpha=0, reg_lambda=0.1, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=6, reg_alpha=0.01, reg_lambda=1, tweedie_variance_power=1.3; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=6, reg_alpha=0.01, reg_lambda=1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=6, reg_alpha=0.01, reg_lambda=1, tweedie_variance_power=1.3; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=6, reg_alpha=0.01, reg_lambda=1, tweedie_variance_power=1.3; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=6, reg_alpha=0.01, reg_lambda=1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.6; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.6; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=1, tweedie_variance_power=1.5; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=1, tweedie_variance_power=1.5; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=1, tweedie_variance_power=1.5; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=1, tweedie_variance_power=1.5; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=5, reg_alpha=10, reg_lambda=1, tweedie_variance_power=1.5; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=5, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.3s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.01, tweedie_variance_power=1.3; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.01, tweedie_variance_power=1.3; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.01, tweedie_variance_power=1.3; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.01, tweedie_variance_power=1.3; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=0.015625, max_depth=3, reg_alpha=1, reg_lambda=0.01, tweedie_variance_power=1.3; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.4, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=0, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.1; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=3, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.1; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=5, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=5, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=5, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=5, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=5, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=5, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=5, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=5, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=5, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=5, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=6, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=6, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=6, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=6, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.00390625, max_depth=6, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.3s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=5, reg_alpha=0.1, reg_lambda=0.01, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.015625, max_depth=4, reg_alpha=10, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=6, reg_alpha=1, reg_lambda=0, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=6, reg_alpha=1, reg_lambda=0, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=6, reg_alpha=1, reg_lambda=0, tweedie_variance_power=1.2000000000000002; total time= 0.3s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=6, reg_alpha=1, reg_lambda=0, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=1.0, max_depth=6, reg_alpha=1, reg_lambda=0, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=2, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=2, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=2, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=2, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=1.0, max_depth=2, reg_alpha=10, reg_lambda=0, tweedie_variance_power=1.4; total time= 0.1s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.6; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.6; total time= 0.3s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.6; total time= 0.3s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.6; total time= 0.3s
[CV] END colsample_bytree=0.5, learning_rate=0.00390625, max_depth=6, reg_alpha=0.01, reg_lambda=0, tweedie_variance_power=1.6; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.7999999999999998; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.7999999999999998; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.7999999999999998; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.7999999999999998; total time= 0.2s
[CV] END colsample_bytree=0.5, learning_rate=0.25, max_depth=6, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.7999999999999998; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.015625, max_depth=4, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=10, reg_lambda=1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=10, reg_lambda=1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=10, reg_lambda=1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=10, reg_lambda=1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.8, learning_rate=0.25, max_depth=2, reg_alpha=10, reg_lambda=1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=0.01, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=0.01, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=0.01, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=0.01, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.0625, max_depth=4, reg_alpha=0, reg_lambda=0.01, tweedie_variance_power=1.9; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.3s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.2s
[CV] END colsample_bytree=0.8, learning_rate=0.015625, max_depth=5, reg_alpha=1, reg_lambda=0.1, tweedie_variance_power=1.7; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.1; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=5, reg_alpha=1, reg_lambda=1, tweedie_variance_power=1.1; total time= 0.2s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0.1, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=3, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=3, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=3, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=3, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=3, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.6, learning_rate=0.25, max_depth=2, reg_alpha=0.1, reg_lambda=0, tweedie_variance_power=1.9; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.7999999999999998; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.7999999999999998; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=1.0, max_depth=4, reg_alpha=0, reg_lambda=10, tweedie_variance_power=1.7999999999999998; total time= 0.2s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.1s
[CV] END colsample_bytree=0.7, learning_rate=0.25, max_depth=2, reg_alpha=0.01, reg_lambda=0.1, tweedie_variance_power=1.3; total time= 0.1s
In [13]:
np.sum(ytst == 0), ytst.shape
Out[13]:
(324, (3476,))
In [14]:
results
Out[14]:
| Method | Train MSE | Train MAE | Train R2 | Test MSE | Test MAE | Test R2 | |
|---|---|---|---|---|---|---|---|
| 0 | GLM: Linear | 1,368.677 | 24.964 | 0.444 | 1,270.174 | 23.985 | 0.447 |
| 1 | GLM: Poisson | 1,354.006 | 21.726 | 0.450 | 1,228.898 | 20.641 | 0.465 |
| 2 | GLM: Tweedie | 1,383.374 | 21.755 | 0.438 | 1,254.304 | 20.661 | 0.454 |
| 3 | GLM Stack | 975.428 | 19.011 | 0.604 | 927.214 | 18.199 | 0.596 |
| 4 | Random Forest | 494.632 | 12.512 | 0.799 | 486.609 | 12.261 | 0.788 |
| 5 | ExtraTrees | 560.303 | 13.833 | 0.773 | 554.488 | 13.641 | 0.759 |
| 6 | XGB: Squared Error | 134.926 | 7.227 | 0.945 | 254.099 | 9.475 | 0.889 |
| 7 | XGB: Pseudo Huber | 335.578 | 9.999 | 0.864 | 360.987 | 11.274 | 0.843 |
| 8 | XGB: Poisson | 181.602 | 7.958 | 0.926 | 250.034 | 8.958 | 0.891 |
| 9 | XGB: Tweedie | 139.167 | 6.958 | 0.944 | 231.110 | 8.648 | 0.899 |
In [15]:
from lightgbm import LGBMRegressor
parameters = {'max_depth': np.arange(2, 7, step=1),
'learning_rate': 2**np.arange(-8., 2., step=2),
'bagging_fraction': [0.4, 0.5, 0.6, 0.7, 0.8],
'lambda_l1': [0, 0.01, 0.1, 1, 10],
'lambda_l2': [0, 0.01, 0.1, 1e-1, 1, 10]}
print(parameters)
ensembles = {'LGBM: Squared Error': LGBMRegressor(objective='mse'),
'LGBM: Absolute Error': LGBMRegressor(objective='mae'),
'LGBM: Huber': LGBMRegressor(objective='huber'),
'LGBM: Quantile': LGBMRegressor(objective='quantile'),
'LGBM: Poisson': LGBMRegressor(objective='poisson'),
'LGBM: Tweedie': LGBMRegressor(objective='tweedie'), }
for ens_type, ensemble in ensembles.items():
if ens_type == 'LGBM: Tweedie':
parameters['tweedie_variance_power'] = np.linspace(1.1, 1.9, num=9)
param_tuner = RandomizedSearchCV(ensemble, parameters, n_iter=50, cv=5, refit=True, verbose=2)
param_tuner.fit(Xtrn, ytrn, eval_set=[(Xtst, ytst)], eval_metric='poisson')
ypred_trn = param_tuner.best_estimator_.predict(Xtrn)
ypred_tst = param_tuner.best_estimator_.predict(Xtst)
res = {'Method': ens_type,
'Train MSE': mean_squared_error(ytrn, ypred_trn),
'Train MAE': mean_absolute_error(ytrn, ypred_trn),
'Train R2': r2_score(ytrn, ypred_trn),
'Test MSE': mean_squared_error(ytst, ypred_tst),
'Test MAE': mean_absolute_error(ytst, ypred_tst),
'Test R2': r2_score(ytst, ypred_tst)}
results = pd.concat([results, pd.DataFrame([res])], ignore_index=True)
{'max_depth': array([2, 3, 4, 5, 6]), 'learning_rate': array([0.00390625, 0.015625 , 0.0625 , 0.25 , 1. ]), 'bagging_fraction': [0.4, 0.5, 0.6, 0.7, 0.8], 'lambda_l1': [0, 0.01, 0.1, 1, 10], 'lambda_l2': [0, 0.01, 0.1, 0.1, 1, 10]}
Fitting 5 folds for each of 50 candidates, totalling 250 fits
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -106.944 valid_0's l2: 584.432
[2] valid_0's poisson: -104.373 valid_0's l2: 518.891
[3] valid_0's poisson: -102.866 valid_0's l2: 481.053
[4] valid_0's poisson: -102.475 valid_0's l2: 471.41
[5] valid_0's poisson: -100.875 valid_0's l2: 465.26
[6] valid_0's poisson: -99.7871 valid_0's l2: 447.617
[7] valid_0's poisson: -97.6594 valid_0's l2: 436.694
[8] valid_0's poisson: -97.8334 valid_0's l2: 433.21
[9] valid_0's poisson: -97.7836 valid_0's l2: 418.754
[10] valid_0's poisson: -97.7394 valid_0's l2: 420.557
[11] valid_0's poisson: -97.4728 valid_0's l2: 421.466
[12] valid_0's poisson: -97.4873 valid_0's l2: 417.351
[13] valid_0's poisson: -98.2825 valid_0's l2: 417.571
[14] valid_0's poisson: -97.5713 valid_0's l2: 415.827
[15] valid_0's poisson: -98.1014 valid_0's l2: 414.143
[16] valid_0's poisson: -97.8995 valid_0's l2: 412.354
[17] valid_0's poisson: -98.1483 valid_0's l2: 394.787
[18] valid_0's poisson: -97.7739 valid_0's l2: 396.431
[19] valid_0's poisson: -97.5868 valid_0's l2: 395.797
[20] valid_0's poisson: -97.3567 valid_0's l2: 394.487
[21] valid_0's poisson: -97.531 valid_0's l2: 395.531
[22] valid_0's poisson: -97.2271 valid_0's l2: 397.59
[23] valid_0's poisson: -96.9973 valid_0's l2: 397.967
[24] valid_0's poisson: -97.2855 valid_0's l2: 396.12
[25] valid_0's poisson: -96.8961 valid_0's l2: 392.415
[26] valid_0's poisson: -96.6524 valid_0's l2: 391.998
[27] valid_0's poisson: -96.3788 valid_0's l2: 390.859
[28] valid_0's poisson: -96.2436 valid_0's l2: 390.971
[29] valid_0's poisson: -95.6927 valid_0's l2: 384.969
[30] valid_0's poisson: -96.5209 valid_0's l2: 385.013
[31] valid_0's poisson: -96.2182 valid_0's l2: 382.923
[32] valid_0's poisson: -95.7546 valid_0's l2: 382.678
[33] valid_0's poisson: -96.4647 valid_0's l2: 381.764
[34] valid_0's poisson: -95.886 valid_0's l2: 382.15
[35] valid_0's poisson: -95.8 valid_0's l2: 381.757
[36] valid_0's poisson: -95.7913 valid_0's l2: 383.563
[37] valid_0's poisson: -95.6567 valid_0's l2: 382.678
[38] valid_0's poisson: -95.7017 valid_0's l2: 380.057
[39] valid_0's poisson: -95.7082 valid_0's l2: 376.2
[40] valid_0's poisson: -95.3274 valid_0's l2: 377.096
[41] valid_0's poisson: -95.1593 valid_0's l2: 375.713
[42] valid_0's poisson: -95.385 valid_0's l2: 376.079
[43] valid_0's poisson: -96.253 valid_0's l2: 374.905
[44] valid_0's poisson: -96.0824 valid_0's l2: 373.732
[45] valid_0's poisson: -96.3641 valid_0's l2: 371.48
[46] valid_0's poisson: -95.882 valid_0's l2: 370.211
[47] valid_0's poisson: -95.7501 valid_0's l2: 369.522
[48] valid_0's poisson: -95.9008 valid_0's l2: 370.087
[49] valid_0's poisson: -95.9227 valid_0's l2: 368.655
[50] valid_0's poisson: -95.8839 valid_0's l2: 369.576
[51] valid_0's poisson: -96.1052 valid_0's l2: 370.04
[52] valid_0's poisson: -96.197 valid_0's l2: 370.779
[53] valid_0's poisson: -96.7614 valid_0's l2: 369.844
[54] valid_0's poisson: -96.4469 valid_0's l2: 370.842
[55] valid_0's poisson: -96.7235 valid_0's l2: 370.661
[56] valid_0's poisson: -96.423 valid_0's l2: 369.824
[57] valid_0's poisson: -96.1934 valid_0's l2: 370.137
[58] valid_0's poisson: -96.1804 valid_0's l2: 371.596
[59] valid_0's poisson: -96.1321 valid_0's l2: 368.69
[60] valid_0's poisson: -96.7573 valid_0's l2: 365.685
[61] valid_0's poisson: -96.7936 valid_0's l2: 363.843
[62] valid_0's poisson: -96.7628 valid_0's l2: 363.922
[63] valid_0's poisson: -97.1315 valid_0's l2: 363.238
[64] valid_0's poisson: -97.1073 valid_0's l2: 363.824
[65] valid_0's poisson: -96.879 valid_0's l2: 364.939
[66] valid_0's poisson: -97.198 valid_0's l2: 365.495
[67] valid_0's poisson: -97.0992 valid_0's l2: 364.885
[68] valid_0's poisson: -97.0132 valid_0's l2: 364.151
[69] valid_0's poisson: -96.8066 valid_0's l2: 364.196
[70] valid_0's poisson: -96.5724 valid_0's l2: 363.809
[71] valid_0's poisson: -96.4689 valid_0's l2: 363.52
[72] valid_0's poisson: -95.9722 valid_0's l2: 363.681
[73] valid_0's poisson: -95.5883 valid_0's l2: 365.239
[74] valid_0's poisson: -95.6556 valid_0's l2: 365.255
[75] valid_0's poisson: -95.7711 valid_0's l2: 363.754
[76] valid_0's poisson: -95.6361 valid_0's l2: 363.614
[77] valid_0's poisson: -95.1257 valid_0's l2: 363.421
[78] valid_0's poisson: -95.1206 valid_0's l2: 363.629
[79] valid_0's poisson: -95.2538 valid_0's l2: 363.53
[80] valid_0's poisson: -95.2782 valid_0's l2: 364.281
[81] valid_0's poisson: -95.2762 valid_0's l2: 363.912
[82] valid_0's poisson: -95.0371 valid_0's l2: 363.48
[83] valid_0's poisson: -95.0226 valid_0's l2: 365.115
[84] valid_0's poisson: -94.6795 valid_0's l2: 364.622
[85] valid_0's poisson: -94.5895 valid_0's l2: 364.314
[86] valid_0's poisson: -94.7153 valid_0's l2: 365.261
[87] valid_0's poisson: -94.7395 valid_0's l2: 365.026
[88] valid_0's poisson: -94.731 valid_0's l2: 364.699
[89] valid_0's poisson: -94.8757 valid_0's l2: 364.554
[90] valid_0's poisson: -94.2506 valid_0's l2: 364.47
[91] valid_0's poisson: -94.1206 valid_0's l2: 362.72
[92] valid_0's poisson: -94.4477 valid_0's l2: 363.821
[93] valid_0's poisson: -94.6778 valid_0's l2: 364.42
[94] valid_0's poisson: -94.6271 valid_0's l2: 364.899
[95] valid_0's poisson: -94.7532 valid_0's l2: 364.859
[96] valid_0's poisson: -94.7509 valid_0's l2: 363.876
[97] valid_0's poisson: -94.6614 valid_0's l2: 364.212
[98] valid_0's poisson: -94.6395 valid_0's l2: 365.039
[99] valid_0's poisson: -94.5689 valid_0's l2: 364.558
[100] valid_0's poisson: -94.6189 valid_0's l2: 364.375
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -106.353 valid_0's l2: 606.562
[2] valid_0's poisson: -105.439 valid_0's l2: 511.704
[3] valid_0's poisson: -105.102 valid_0's l2: 482.721
[4] valid_0's poisson: -103.143 valid_0's l2: 457.876
[5] valid_0's poisson: -103.19 valid_0's l2: 422.952
[6] valid_0's poisson: -102.517 valid_0's l2: 419.76
[7] valid_0's poisson: -102.862 valid_0's l2: 414.96
[8] valid_0's poisson: -102.503 valid_0's l2: 414.108
[9] valid_0's poisson: -101.985 valid_0's l2: 408.235
[10] valid_0's poisson: -101.968 valid_0's l2: 401.336
[11] valid_0's poisson: -101.594 valid_0's l2: 405.09
[12] valid_0's poisson: -101.983 valid_0's l2: 402.388
[13] valid_0's poisson: -101.844 valid_0's l2: 392.856
[14] valid_0's poisson: -101.411 valid_0's l2: 395.138
[15] valid_0's poisson: -100.628 valid_0's l2: 394.682
[16] valid_0's poisson: -100.163 valid_0's l2: 389.603
[17] valid_0's poisson: -100.225 valid_0's l2: 389.149
[18] valid_0's poisson: -100.462 valid_0's l2: 388.442
[19] valid_0's poisson: -100.314 valid_0's l2: 386.785
[20] valid_0's poisson: -100.956 valid_0's l2: 386.135
[21] valid_0's poisson: -99.9131 valid_0's l2: 384.913
[22] valid_0's poisson: -99.7283 valid_0's l2: 386.356
[23] valid_0's poisson: -99.4671 valid_0's l2: 388.26
[24] valid_0's poisson: -99.8722 valid_0's l2: 385.634
[25] valid_0's poisson: -99.5306 valid_0's l2: 384.439
[26] valid_0's poisson: -100.256 valid_0's l2: 383.685
[27] valid_0's poisson: -99.3893 valid_0's l2: 377.16
[28] valid_0's poisson: -98.7698 valid_0's l2: 377.944
[29] valid_0's poisson: -98.7892 valid_0's l2: 376.046
[30] valid_0's poisson: -98.6429 valid_0's l2: 374.511
[31] valid_0's poisson: -98.3563 valid_0's l2: 374.271
[32] valid_0's poisson: -98.3234 valid_0's l2: 376.063
[33] valid_0's poisson: -98.5328 valid_0's l2: 375.918
[34] valid_0's poisson: -98.8819 valid_0's l2: 372.746
[35] valid_0's poisson: -98.6812 valid_0's l2: 370.73
[36] valid_0's poisson: -99.1753 valid_0's l2: 370.788
[37] valid_0's poisson: -99.3483 valid_0's l2: 374.391
[38] valid_0's poisson: -98.9252 valid_0's l2: 372.049
[39] valid_0's poisson: -98.0835 valid_0's l2: 372.938
[40] valid_0's poisson: -98.154 valid_0's l2: 372.382
[41] valid_0's poisson: -97.8547 valid_0's l2: 371.91
[42] valid_0's poisson: -98.0542 valid_0's l2: 373.467
[43] valid_0's poisson: -98.9965 valid_0's l2: 374.742
[44] valid_0's poisson: -98.1695 valid_0's l2: 373.356
[45] valid_0's poisson: -98.4123 valid_0's l2: 371.877
[46] valid_0's poisson: -98.6397 valid_0's l2: 372.084
[47] valid_0's poisson: -98.5452 valid_0's l2: 372.919
[48] valid_0's poisson: -98.2172 valid_0's l2: 375.001
[49] valid_0's poisson: -98.0171 valid_0's l2: 373.507
[50] valid_0's poisson: -98.0264 valid_0's l2: 376.062
[51] valid_0's poisson: -98.0061 valid_0's l2: 376.048
[52] valid_0's poisson: -97.9494 valid_0's l2: 376.011
[53] valid_0's poisson: -98.5687 valid_0's l2: 377.5
[54] valid_0's poisson: -98.5596 valid_0's l2: 376.877
[55] valid_0's poisson: -98.7577 valid_0's l2: 377.862
[56] valid_0's poisson: -98.4797 valid_0's l2: 377.549
[57] valid_0's poisson: -97.8883 valid_0's l2: 377.081
[58] valid_0's poisson: -98.1034 valid_0's l2: 377.685
[59] valid_0's poisson: -98.2534 valid_0's l2: 376.102
[60] valid_0's poisson: -98.2488 valid_0's l2: 375.59
[61] valid_0's poisson: -98.0304 valid_0's l2: 374.77
[62] valid_0's poisson: -97.7617 valid_0's l2: 375.306
[63] valid_0's poisson: -97.8599 valid_0's l2: 374.74
[64] valid_0's poisson: -98.078 valid_0's l2: 374.906
[65] valid_0's poisson: -97.7958 valid_0's l2: 375.243
[66] valid_0's poisson: -98.0541 valid_0's l2: 374.163
[67] valid_0's poisson: -98.347 valid_0's l2: 374.185
[68] valid_0's poisson: -98.159 valid_0's l2: 373.954
[69] valid_0's poisson: -98.2389 valid_0's l2: 372.387
[70] valid_0's poisson: -97.8471 valid_0's l2: 373.772
[71] valid_0's poisson: -97.9935 valid_0's l2: 373.83
[72] valid_0's poisson: -98.04 valid_0's l2: 374.596
[73] valid_0's poisson: -97.9334 valid_0's l2: 373.953
[74] valid_0's poisson: -98.0461 valid_0's l2: 372.729
[75] valid_0's poisson: -97.8977 valid_0's l2: 372.434
[76] valid_0's poisson: -97.429 valid_0's l2: 373.296
[77] valid_0's poisson: -97.45 valid_0's l2: 371.671
[78] valid_0's poisson: -97.5307 valid_0's l2: 372.422
[79] valid_0's poisson: -97.7419 valid_0's l2: 372.443
[80] valid_0's poisson: -97.4377 valid_0's l2: 371.338
[81] valid_0's poisson: -97.6903 valid_0's l2: 371.97
[82] valid_0's poisson: -97.6567 valid_0's l2: 371.91
[83] valid_0's poisson: -97.8253 valid_0's l2: 371.143
[84] valid_0's poisson: -97.8708 valid_0's l2: 371.697
[85] valid_0's poisson: -97.5589 valid_0's l2: 371.824
[86] valid_0's poisson: -97.5935 valid_0's l2: 370.756
[87] valid_0's poisson: -97.4641 valid_0's l2: 371.785
[88] valid_0's poisson: -97.3037 valid_0's l2: 372.622
[89] valid_0's poisson: -97.1584 valid_0's l2: 371.596
[90] valid_0's poisson: -97.4614 valid_0's l2: 371.179
[91] valid_0's poisson: -97.3905 valid_0's l2: 371.542
[92] valid_0's poisson: -97.4592 valid_0's l2: 371.131
[93] valid_0's poisson: -97.1119 valid_0's l2: 369.698
[94] valid_0's poisson: -97.3679 valid_0's l2: 369.583
[95] valid_0's poisson: -97.5011 valid_0's l2: 369.618
[96] valid_0's poisson: -97.3264 valid_0's l2: 369.638
[97] valid_0's poisson: -97.2935 valid_0's l2: 367.823
[98] valid_0's poisson: -97.2086 valid_0's l2: 368.237
[99] valid_0's poisson: -97.373 valid_0's l2: 367.917
[100] valid_0's poisson: -97.5024 valid_0's l2: 367.671
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -107.017 valid_0's l2: 568.786
[2] valid_0's poisson: -104.043 valid_0's l2: 469.632
[3] valid_0's poisson: -103.279 valid_0's l2: 462.21
[4] valid_0's poisson: -101.177 valid_0's l2: 435.361
[5] valid_0's poisson: -99.3994 valid_0's l2: 425.774
[6] valid_0's poisson: -98.9531 valid_0's l2: 413.035
[7] valid_0's poisson: -98.194 valid_0's l2: 415.59
[8] valid_0's poisson: -98.4717 valid_0's l2: 411.952
[9] valid_0's poisson: -99.2559 valid_0's l2: 413.376
[10] valid_0's poisson: -99.5773 valid_0's l2: 408.633
[11] valid_0's poisson: -99.0805 valid_0's l2: 404.558
[12] valid_0's poisson: -98.4245 valid_0's l2: 398.441
[13] valid_0's poisson: -98.1787 valid_0's l2: 400.995
[14] valid_0's poisson: -98.0695 valid_0's l2: 399.273
[15] valid_0's poisson: -98.1408 valid_0's l2: 395.234
[16] valid_0's poisson: -96.8268 valid_0's l2: 396.966
[17] valid_0's poisson: -97.0909 valid_0's l2: 400.041
[18] valid_0's poisson: -96.6075 valid_0's l2: 400.479
[19] valid_0's poisson: -97.4165 valid_0's l2: 402.72
[20] valid_0's poisson: -97.5223 valid_0's l2: 402.018
[21] valid_0's poisson: -96.9837 valid_0's l2: 400.004
[22] valid_0's poisson: -97.2213 valid_0's l2: 399.907
[23] valid_0's poisson: -97.3579 valid_0's l2: 400
[24] valid_0's poisson: -96.2544 valid_0's l2: 392.166
[25] valid_0's poisson: -96.1969 valid_0's l2: 395.446
[26] valid_0's poisson: -96.1339 valid_0's l2: 392.296
[27] valid_0's poisson: -96.141 valid_0's l2: 391.579
[28] valid_0's poisson: -96.2626 valid_0's l2: 392.072
[29] valid_0's poisson: -96.1321 valid_0's l2: 391.692
[30] valid_0's poisson: -96.2405 valid_0's l2: 392.471
[31] valid_0's poisson: -96.4335 valid_0's l2: 392.602
[32] valid_0's poisson: -96.2106 valid_0's l2: 394.302
[33] valid_0's poisson: -95.5968 valid_0's l2: 393.384
[34] valid_0's poisson: -96.0197 valid_0's l2: 392.388
[35] valid_0's poisson: -95.9444 valid_0's l2: 393.225
[36] valid_0's poisson: -95.6879 valid_0's l2: 397.488
[37] valid_0's poisson: -95.8365 valid_0's l2: 397.825
[38] valid_0's poisson: -95.6629 valid_0's l2: 397.09
[39] valid_0's poisson: -95.6256 valid_0's l2: 399.884
[40] valid_0's poisson: -95.1614 valid_0's l2: 397.089
[41] valid_0's poisson: -96.2929 valid_0's l2: 396.258
[42] valid_0's poisson: -96.1865 valid_0's l2: 397.775
[43] valid_0's poisson: -95.9288 valid_0's l2: 395.874
[44] valid_0's poisson: -95.5767 valid_0's l2: 395.522
[45] valid_0's poisson: -95.2119 valid_0's l2: 393.966
[46] valid_0's poisson: -95.8525 valid_0's l2: 393.926
[47] valid_0's poisson: -95.7536 valid_0's l2: 393.994
[48] valid_0's poisson: -95.6739 valid_0's l2: 393.341
[49] valid_0's poisson: -95.5194 valid_0's l2: 394.072
[50] valid_0's poisson: -95.3161 valid_0's l2: 392.708
[51] valid_0's poisson: -95.463 valid_0's l2: 392.416
[52] valid_0's poisson: -95.4994 valid_0's l2: 390.422
[53] valid_0's poisson: -95.1151 valid_0's l2: 390.424
[54] valid_0's poisson: -94.8737 valid_0's l2: 390.123
[55] valid_0's poisson: -94.8081 valid_0's l2: 391.113
[56] valid_0's poisson: -94.7554 valid_0's l2: 389.618
[57] valid_0's poisson: -94.4797 valid_0's l2: 390.292
[58] valid_0's poisson: -94.3418 valid_0's l2: 388.576
[59] valid_0's poisson: -94.8366 valid_0's l2: 389.138
[60] valid_0's poisson: -94.1463 valid_0's l2: 388.849
[61] valid_0's poisson: -94.4775 valid_0's l2: 389.141
[62] valid_0's poisson: -94.0519 valid_0's l2: 386.978
[63] valid_0's poisson: -94.4941 valid_0's l2: 387.077
[64] valid_0's poisson: -94.2661 valid_0's l2: 388.24
[65] valid_0's poisson: -94.2503 valid_0's l2: 388.005
[66] valid_0's poisson: -94.7084 valid_0's l2: 389.978
[67] valid_0's poisson: -94.6908 valid_0's l2: 390.433
[68] valid_0's poisson: -94.4442 valid_0's l2: 391.654
[69] valid_0's poisson: -94.7202 valid_0's l2: 391.886
[70] valid_0's poisson: -94.7586 valid_0's l2: 391.532
[71] valid_0's poisson: -93.7007 valid_0's l2: 391.337
[72] valid_0's poisson: -93.7764 valid_0's l2: 392.255
[73] valid_0's poisson: -94.1026 valid_0's l2: 392.906
[74] valid_0's poisson: -93.8311 valid_0's l2: 393.948
[75] valid_0's poisson: -93.6392 valid_0's l2: 393.816
[76] valid_0's poisson: -94.1198 valid_0's l2: 394.205
[77] valid_0's poisson: -93.7036 valid_0's l2: 394.833
[78] valid_0's poisson: -93.0142 valid_0's l2: 395.233
[79] valid_0's poisson: -93.7383 valid_0's l2: 394.61
[80] valid_0's poisson: -93.8062 valid_0's l2: 394.585
[81] valid_0's poisson: -94.4844 valid_0's l2: 394.173
[82] valid_0's poisson: -94.5248 valid_0's l2: 394.36
[83] valid_0's poisson: -94.4232 valid_0's l2: 394.432
[84] valid_0's poisson: -94.095 valid_0's l2: 394.72
[85] valid_0's poisson: -94.0782 valid_0's l2: 394.383
[86] valid_0's poisson: -94.3149 valid_0's l2: 395.232
[87] valid_0's poisson: -95.026 valid_0's l2: 393.76
[88] valid_0's poisson: -94.8729 valid_0's l2: 393.893
[89] valid_0's poisson: -94.4378 valid_0's l2: 393.289
[90] valid_0's poisson: -94.1192 valid_0's l2: 393.429
[91] valid_0's poisson: -94.6996 valid_0's l2: 393.368
[92] valid_0's poisson: -94.5777 valid_0's l2: 394.629
[93] valid_0's poisson: -94.1554 valid_0's l2: 396.161
[94] valid_0's poisson: -94.2093 valid_0's l2: 395.809
[95] valid_0's poisson: -93.7224 valid_0's l2: 396.733
[96] valid_0's poisson: -93.9292 valid_0's l2: 395.696
[97] valid_0's poisson: -94.2447 valid_0's l2: 396.003
[98] valid_0's poisson: -94.3403 valid_0's l2: 394.487
[99] valid_0's poisson: -94.3154 valid_0's l2: 394.435
[100] valid_0's poisson: -94.1306 valid_0's l2: 395.084
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -106.976 valid_0's l2: 565.552
[2] valid_0's poisson: -106.202 valid_0's l2: 486.5
[3] valid_0's poisson: -102.952 valid_0's l2: 456.509
[4] valid_0's poisson: -102.625 valid_0's l2: 437.087
[5] valid_0's poisson: -102.724 valid_0's l2: 412.249
[6] valid_0's poisson: -101.988 valid_0's l2: 411.047
[7] valid_0's poisson: -101.304 valid_0's l2: 411.214
[8] valid_0's poisson: -100.915 valid_0's l2: 408.172
[9] valid_0's poisson: -100.581 valid_0's l2: 406.401
[10] valid_0's poisson: -100.094 valid_0's l2: 406.09
[11] valid_0's poisson: -100.219 valid_0's l2: 398.881
[12] valid_0's poisson: -99.8909 valid_0's l2: 392.348
[13] valid_0's poisson: -100.414 valid_0's l2: 389.437
[14] valid_0's poisson: -100.645 valid_0's l2: 384.34
[15] valid_0's poisson: -99.721 valid_0's l2: 385.773
[16] valid_0's poisson: -99.1707 valid_0's l2: 382.642
[17] valid_0's poisson: -99.6321 valid_0's l2: 381.934
[18] valid_0's poisson: -99.6655 valid_0's l2: 382.619
[19] valid_0's poisson: -100.011 valid_0's l2: 385.678
[20] valid_0's poisson: -99.9239 valid_0's l2: 384.851
[21] valid_0's poisson: -99.1364 valid_0's l2: 383.455
[22] valid_0's poisson: -98.9178 valid_0's l2: 383.759
[23] valid_0's poisson: -99.0591 valid_0's l2: 379.687
[24] valid_0's poisson: -99.0402 valid_0's l2: 380.337
[25] valid_0's poisson: -98.3656 valid_0's l2: 381.29
[26] valid_0's poisson: -98.4299 valid_0's l2: 381.392
[27] valid_0's poisson: -98.228 valid_0's l2: 379.431
[28] valid_0's poisson: -98.3515 valid_0's l2: 376.69
[29] valid_0's poisson: -98.0859 valid_0's l2: 377.95
[30] valid_0's poisson: -97.9476 valid_0's l2: 376.381
[31] valid_0's poisson: -98.2125 valid_0's l2: 374.591
[32] valid_0's poisson: -97.9216 valid_0's l2: 373.876
[33] valid_0's poisson: -97.8327 valid_0's l2: 374.312
[34] valid_0's poisson: -98.163 valid_0's l2: 370.817
[35] valid_0's poisson: -97.8445 valid_0's l2: 370.407
[36] valid_0's poisson: -97.6795 valid_0's l2: 370.081
[37] valid_0's poisson: -98.1772 valid_0's l2: 370.003
[38] valid_0's poisson: -97.538 valid_0's l2: 370.088
[39] valid_0's poisson: -98.1486 valid_0's l2: 368.837
[40] valid_0's poisson: -98.3054 valid_0's l2: 370.686
[41] valid_0's poisson: -98.1579 valid_0's l2: 367.272
[42] valid_0's poisson: -98.2283 valid_0's l2: 368.373
[43] valid_0's poisson: -98.2624 valid_0's l2: 366.254
[44] valid_0's poisson: -97.7847 valid_0's l2: 365.554
[45] valid_0's poisson: -97.8962 valid_0's l2: 365.815
[46] valid_0's poisson: -97.9618 valid_0's l2: 364.588
[47] valid_0's poisson: -97.6085 valid_0's l2: 365.734
[48] valid_0's poisson: -98.0349 valid_0's l2: 365.878
[49] valid_0's poisson: -97.0211 valid_0's l2: 369.362
[50] valid_0's poisson: -97.296 valid_0's l2: 368.044
[51] valid_0's poisson: -96.3211 valid_0's l2: 369.132
[52] valid_0's poisson: -96.2356 valid_0's l2: 367.344
[53] valid_0's poisson: -95.276 valid_0's l2: 365.286
[54] valid_0's poisson: -95.3091 valid_0's l2: 365.347
[55] valid_0's poisson: -96.1472 valid_0's l2: 365.123
[56] valid_0's poisson: -96.6261 valid_0's l2: 363.658
[57] valid_0's poisson: -96.2468 valid_0's l2: 364.487
[58] valid_0's poisson: -96.6291 valid_0's l2: 364.418
[59] valid_0's poisson: -96.5664 valid_0's l2: 364.25
[60] valid_0's poisson: -97.0474 valid_0's l2: 363.347
[61] valid_0's poisson: -97.466 valid_0's l2: 363.241
[62] valid_0's poisson: -96.2126 valid_0's l2: 364.993
[63] valid_0's poisson: -96.1785 valid_0's l2: 364.039
[64] valid_0's poisson: -96.2312 valid_0's l2: 363.979
[65] valid_0's poisson: -96.9791 valid_0's l2: 362.696
[66] valid_0's poisson: -97.1583 valid_0's l2: 360.928
[67] valid_0's poisson: -96.8095 valid_0's l2: 360.32
[68] valid_0's poisson: -96.4464 valid_0's l2: 361.713
[69] valid_0's poisson: -96.6721 valid_0's l2: 361.742
[70] valid_0's poisson: -96.7208 valid_0's l2: 362.565
[71] valid_0's poisson: -96.5677 valid_0's l2: 362.137
[72] valid_0's poisson: -97.1775 valid_0's l2: 360.41
[73] valid_0's poisson: -97.3009 valid_0's l2: 360.325
[74] valid_0's poisson: -97.145 valid_0's l2: 359.736
[75] valid_0's poisson: -97.195 valid_0's l2: 360.72
[76] valid_0's poisson: -96.8847 valid_0's l2: 361.812
[77] valid_0's poisson: -97.2555 valid_0's l2: 360.976
[78] valid_0's poisson: -97.5335 valid_0's l2: 360.337
[79] valid_0's poisson: -97.2286 valid_0's l2: 361.571
[80] valid_0's poisson: -97.1637 valid_0's l2: 361.337
[81] valid_0's poisson: -97.0315 valid_0's l2: 361.412
[82] valid_0's poisson: -96.524 valid_0's l2: 360.228
[83] valid_0's poisson: -96.5112 valid_0's l2: 360.103
[84] valid_0's poisson: -96.456 valid_0's l2: 359.917
[85] valid_0's poisson: -96.0748 valid_0's l2: 358.728
[86] valid_0's poisson: -96.651 valid_0's l2: 360.008
[87] valid_0's poisson: -96.7823 valid_0's l2: 360.497
[88] valid_0's poisson: -96.5462 valid_0's l2: 359.788
[89] valid_0's poisson: -95.9338 valid_0's l2: 358.633
[90] valid_0's poisson: -96.1094 valid_0's l2: 358.967
[91] valid_0's poisson: -96.1094 valid_0's l2: 358.659
[92] valid_0's poisson: -95.9785 valid_0's l2: 359.504
[93] valid_0's poisson: -95.9335 valid_0's l2: 360.503
[94] valid_0's poisson: -95.7845 valid_0's l2: 361.954
[95] valid_0's poisson: -95.0883 valid_0's l2: 361.892
[96] valid_0's poisson: -95.2931 valid_0's l2: 362.646
[97] valid_0's poisson: -95.0656 valid_0's l2: 363.261
[98] valid_0's poisson: -95.0419 valid_0's l2: 362.447
[99] valid_0's poisson: -94.8931 valid_0's l2: 362.822
[100] valid_0's poisson: -95.1965 valid_0's l2: 362.198
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -107.006 valid_0's l2: 565.835
[2] valid_0's poisson: -104.452 valid_0's l2: 502.435
[3] valid_0's poisson: -101.872 valid_0's l2: 485.764
[4] valid_0's poisson: -100.951 valid_0's l2: 480.676
[5] valid_0's poisson: -101.848 valid_0's l2: 466.527
[6] valid_0's poisson: -100.352 valid_0's l2: 450.207
[7] valid_0's poisson: -100.929 valid_0's l2: 435.263
[8] valid_0's poisson: -97.7551 valid_0's l2: 438.666
[9] valid_0's poisson: -98.9968 valid_0's l2: 436.432
[10] valid_0's poisson: -98.375 valid_0's l2: 431.345
[11] valid_0's poisson: -99.6506 valid_0's l2: 425.515
[12] valid_0's poisson: -99.8049 valid_0's l2: 417.2
[13] valid_0's poisson: -99.4986 valid_0's l2: 417.5
[14] valid_0's poisson: -99.2755 valid_0's l2: 417.169
[15] valid_0's poisson: -98.6609 valid_0's l2: 416.99
[16] valid_0's poisson: -98.101 valid_0's l2: 409.523
[17] valid_0's poisson: -97.755 valid_0's l2: 405.942
[18] valid_0's poisson: -97.9452 valid_0's l2: 403.842
[19] valid_0's poisson: -97.5569 valid_0's l2: 401.829
[20] valid_0's poisson: -97.5912 valid_0's l2: 400.99
[21] valid_0's poisson: -97.0533 valid_0's l2: 395.013
[22] valid_0's poisson: -97.8334 valid_0's l2: 397.453
[23] valid_0's poisson: -97.8077 valid_0's l2: 398.111
[24] valid_0's poisson: -96.9046 valid_0's l2: 395.45
[25] valid_0's poisson: -96.8283 valid_0's l2: 395.931
[26] valid_0's poisson: -97.3093 valid_0's l2: 395.439
[27] valid_0's poisson: -96.5933 valid_0's l2: 399.234
[28] valid_0's poisson: -96.3932 valid_0's l2: 394.104
[29] valid_0's poisson: -96.2965 valid_0's l2: 394.976
[30] valid_0's poisson: -96.8488 valid_0's l2: 392.065
[31] valid_0's poisson: -96.4283 valid_0's l2: 394.142
[32] valid_0's poisson: -96.716 valid_0's l2: 384.299
[33] valid_0's poisson: -96.4694 valid_0's l2: 384.743
[34] valid_0's poisson: -97.2719 valid_0's l2: 381.027
[35] valid_0's poisson: -97.2724 valid_0's l2: 380.432
[36] valid_0's poisson: -97.2485 valid_0's l2: 377.689
[37] valid_0's poisson: -96.9549 valid_0's l2: 376.322
[38] valid_0's poisson: -97.005 valid_0's l2: 375.238
[39] valid_0's poisson: -96.9663 valid_0's l2: 374.067
[40] valid_0's poisson: -96.3792 valid_0's l2: 369.52
[41] valid_0's poisson: -96.5394 valid_0's l2: 367.592
[42] valid_0's poisson: -96.5931 valid_0's l2: 369.151
[43] valid_0's poisson: -96.3827 valid_0's l2: 366.066
[44] valid_0's poisson: -96.8093 valid_0's l2: 367.452
[45] valid_0's poisson: -96.2151 valid_0's l2: 366.789
[46] valid_0's poisson: -96.8641 valid_0's l2: 364.206
[47] valid_0's poisson: -96.5781 valid_0's l2: 364.52
[48] valid_0's poisson: -97.0532 valid_0's l2: 363.695
[49] valid_0's poisson: -96.916 valid_0's l2: 364.267
[50] valid_0's poisson: -97.1242 valid_0's l2: 362.144
[51] valid_0's poisson: -96.7354 valid_0's l2: 363.246
[52] valid_0's poisson: -96.7807 valid_0's l2: 363.743
[53] valid_0's poisson: -97.1138 valid_0's l2: 362.555
[54] valid_0's poisson: -97.0604 valid_0's l2: 362.023
[55] valid_0's poisson: -96.6475 valid_0's l2: 360.782
[56] valid_0's poisson: -96.6361 valid_0's l2: 360.44
[57] valid_0's poisson: -96.7371 valid_0's l2: 360.144
[58] valid_0's poisson: -96.458 valid_0's l2: 358.297
[59] valid_0's poisson: -96.1327 valid_0's l2: 361.104
[60] valid_0's poisson: -96.4245 valid_0's l2: 360.153
[61] valid_0's poisson: -96.5813 valid_0's l2: 359.545
[62] valid_0's poisson: -96.4674 valid_0's l2: 358.626
[63] valid_0's poisson: -96.9729 valid_0's l2: 359.909
[64] valid_0's poisson: -97.024 valid_0's l2: 360.943
[65] valid_0's poisson: -96.911 valid_0's l2: 361.463
[66] valid_0's poisson: -96.9478 valid_0's l2: 361.095
[67] valid_0's poisson: -97.128 valid_0's l2: 360.69
[68] valid_0's poisson: -97.3496 valid_0's l2: 362.722
[69] valid_0's poisson: -97.3422 valid_0's l2: 362.463
[70] valid_0's poisson: -96.517 valid_0's l2: 361.473
[71] valid_0's poisson: -96.4001 valid_0's l2: 361.472
[72] valid_0's poisson: -96.2915 valid_0's l2: 359.981
[73] valid_0's poisson: -96.5173 valid_0's l2: 361.956
[74] valid_0's poisson: -96.9422 valid_0's l2: 362.564
[75] valid_0's poisson: -96.8554 valid_0's l2: 363.481
[76] valid_0's poisson: -97.3545 valid_0's l2: 362.22
[77] valid_0's poisson: -97.2615 valid_0's l2: 363.113
[78] valid_0's poisson: -96.924 valid_0's l2: 364.156
[79] valid_0's poisson: -96.9034 valid_0's l2: 365.088
[80] valid_0's poisson: -96.2501 valid_0's l2: 365.057
[81] valid_0's poisson: -96.3072 valid_0's l2: 364.768
[82] valid_0's poisson: -96.367 valid_0's l2: 364.509
[83] valid_0's poisson: -96.4519 valid_0's l2: 365.018
[84] valid_0's poisson: -97.0363 valid_0's l2: 364.523
[85] valid_0's poisson: -96.9321 valid_0's l2: 365.319
[86] valid_0's poisson: -96.6679 valid_0's l2: 365.01
[87] valid_0's poisson: -96.3962 valid_0's l2: 364.655
[88] valid_0's poisson: -96.7674 valid_0's l2: 363.69
[89] valid_0's poisson: -96.3119 valid_0's l2: 364.786
[90] valid_0's poisson: -96.6971 valid_0's l2: 364.856
[91] valid_0's poisson: -96.0712 valid_0's l2: 365.236
[92] valid_0's poisson: -96.3575 valid_0's l2: 365.346
[93] valid_0's poisson: -96.4585 valid_0's l2: 365.065
[94] valid_0's poisson: -96.4798 valid_0's l2: 366.328
[95] valid_0's poisson: -96.8918 valid_0's l2: 366.945
[96] valid_0's poisson: -96.4448 valid_0's l2: 367.986
[97] valid_0's poisson: -96.3289 valid_0's l2: 368.076
[98] valid_0's poisson: -96.7665 valid_0's l2: 368.653
[99] valid_0's poisson: -96.4236 valid_0's l2: 369.401
[100] valid_0's poisson: -96.4967 valid_0's l2: 366.926
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -93.9675 valid_0's l2: 1758.13
[2] valid_0's poisson: -97.7915 valid_0's l2: 1415.81
[3] valid_0's poisson: -100.048 valid_0's l2: 1209.03
[4] valid_0's poisson: -101.493 valid_0's l2: 1072.75
[5] valid_0's poisson: -102.794 valid_0's l2: 947.51
[6] valid_0's poisson: -104.019 valid_0's l2: 837.755
[7] valid_0's poisson: -104.67 valid_0's l2: 782.379
[8] valid_0's poisson: -105.292 valid_0's l2: 726.929
[9] valid_0's poisson: -105.729 valid_0's l2: 690.369
[10] valid_0's poisson: -106.091 valid_0's l2: 651.499
[11] valid_0's poisson: -106.379 valid_0's l2: 630.499
[12] valid_0's poisson: -106.107 valid_0's l2: 606.812
[13] valid_0's poisson: -105.813 valid_0's l2: 592.405
[14] valid_0's poisson: -105.75 valid_0's l2: 580.975
[15] valid_0's poisson: -105.24 valid_0's l2: 566.301
[16] valid_0's poisson: -105.435 valid_0's l2: 557.787
[17] valid_0's poisson: -104.924 valid_0's l2: 547.264
[18] valid_0's poisson: -105.057 valid_0's l2: 539.945
[19] valid_0's poisson: -105.068 valid_0's l2: 533.715
[20] valid_0's poisson: -104.676 valid_0's l2: 526.59
[21] valid_0's poisson: -104.426 valid_0's l2: 521.177
[22] valid_0's poisson: -104.447 valid_0's l2: 518.37
[23] valid_0's poisson: -104.252 valid_0's l2: 515.718
[24] valid_0's poisson: -103.943 valid_0's l2: 510.289
[25] valid_0's poisson: -103.863 valid_0's l2: 503.457
[26] valid_0's poisson: -103.598 valid_0's l2: 501.706
[27] valid_0's poisson: -103.668 valid_0's l2: 496.869
[28] valid_0's poisson: -103.487 valid_0's l2: 495.612
[29] valid_0's poisson: -103.465 valid_0's l2: 491.976
[30] valid_0's poisson: -103.521 valid_0's l2: 486.664
[31] valid_0's poisson: -103.43 valid_0's l2: 485.698
[32] valid_0's poisson: -103.518 valid_0's l2: 476.483
[33] valid_0's poisson: -103.446 valid_0's l2: 474.345
[34] valid_0's poisson: -103.23 valid_0's l2: 474.063
[35] valid_0's poisson: -103.067 valid_0's l2: 471.886
[36] valid_0's poisson: -103.052 valid_0's l2: 470.466
[37] valid_0's poisson: -102.886 valid_0's l2: 465.367
[38] valid_0's poisson: -103.13 valid_0's l2: 462.948
[39] valid_0's poisson: -103.039 valid_0's l2: 461.538
[40] valid_0's poisson: -102.945 valid_0's l2: 459.31
[41] valid_0's poisson: -102.867 valid_0's l2: 458.351
[42] valid_0's poisson: -102.791 valid_0's l2: 458.848
[43] valid_0's poisson: -102.782 valid_0's l2: 458.732
[44] valid_0's poisson: -102.444 valid_0's l2: 457.708
[45] valid_0's poisson: -102.559 valid_0's l2: 455.958
[46] valid_0's poisson: -102.45 valid_0's l2: 454.744
[47] valid_0's poisson: -102.712 valid_0's l2: 450.82
[48] valid_0's poisson: -102.646 valid_0's l2: 448.01
[49] valid_0's poisson: -102.743 valid_0's l2: 447.741
[50] valid_0's poisson: -102.742 valid_0's l2: 447.116
[51] valid_0's poisson: -102.363 valid_0's l2: 445.219
[52] valid_0's poisson: -102.407 valid_0's l2: 445.206
[53] valid_0's poisson: -102.401 valid_0's l2: 445.143
[54] valid_0's poisson: -102.571 valid_0's l2: 443.844
[55] valid_0's poisson: -102.424 valid_0's l2: 441.976
[56] valid_0's poisson: -102.432 valid_0's l2: 442.617
[57] valid_0's poisson: -102.255 valid_0's l2: 441.707
[58] valid_0's poisson: -102.246 valid_0's l2: 436.7
[59] valid_0's poisson: -102.124 valid_0's l2: 435.367
[60] valid_0's poisson: -102.278 valid_0's l2: 434.103
[61] valid_0's poisson: -102.252 valid_0's l2: 432.187
[62] valid_0's poisson: -102.282 valid_0's l2: 431.791
[63] valid_0's poisson: -102.152 valid_0's l2: 430.438
[64] valid_0's poisson: -102.026 valid_0's l2: 429.792
[65] valid_0's poisson: -102.185 valid_0's l2: 428.262
[66] valid_0's poisson: -102.476 valid_0's l2: 427.425
[67] valid_0's poisson: -102.519 valid_0's l2: 425.734
[68] valid_0's poisson: -102.395 valid_0's l2: 423.176
[69] valid_0's poisson: -102.288 valid_0's l2: 420.096
[70] valid_0's poisson: -102.336 valid_0's l2: 418.477
[71] valid_0's poisson: -102.275 valid_0's l2: 418.692
[72] valid_0's poisson: -102.314 valid_0's l2: 415.104
[73] valid_0's poisson: -102.293 valid_0's l2: 415.064
[74] valid_0's poisson: -102.148 valid_0's l2: 414.707
[75] valid_0's poisson: -102.194 valid_0's l2: 413.714
[76] valid_0's poisson: -102.516 valid_0's l2: 408.882
[77] valid_0's poisson: -102.741 valid_0's l2: 407.669
[78] valid_0's poisson: -102.571 valid_0's l2: 406.597
[79] valid_0's poisson: -102.645 valid_0's l2: 405.822
[80] valid_0's poisson: -102.505 valid_0's l2: 405.674
[81] valid_0's poisson: -102.44 valid_0's l2: 405.415
[82] valid_0's poisson: -102.488 valid_0's l2: 404.919
[83] valid_0's poisson: -102.523 valid_0's l2: 404.093
[84] valid_0's poisson: -102.593 valid_0's l2: 403.694
[85] valid_0's poisson: -102.923 valid_0's l2: 401.922
[86] valid_0's poisson: -103.079 valid_0's l2: 398.153
[87] valid_0's poisson: -103.011 valid_0's l2: 397.347
[88] valid_0's poisson: -102.915 valid_0's l2: 396.421
[89] valid_0's poisson: -102.901 valid_0's l2: 394.858
[90] valid_0's poisson: -102.821 valid_0's l2: 394.899
[91] valid_0's poisson: -102.937 valid_0's l2: 393.562
[92] valid_0's poisson: -102.975 valid_0's l2: 392.833
[93] valid_0's poisson: -103.066 valid_0's l2: 392.251
[94] valid_0's poisson: -102.821 valid_0's l2: 391.506
[95] valid_0's poisson: -102.872 valid_0's l2: 390.167
[96] valid_0's poisson: -102.773 valid_0's l2: 388.114
[97] valid_0's poisson: -102.584 valid_0's l2: 387.196
[98] valid_0's poisson: -102.612 valid_0's l2: 387.122
[99] valid_0's poisson: -102.765 valid_0's l2: 385.459
[100] valid_0's poisson: -102.776 valid_0's l2: 383.751
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -93.8354 valid_0's l2: 1756.8
[2] valid_0's poisson: -97.8802 valid_0's l2: 1397.6
[3] valid_0's poisson: -100.062 valid_0's l2: 1198.78
[4] valid_0's poisson: -101.931 valid_0's l2: 1029.87
[5] valid_0's poisson: -103.362 valid_0's l2: 902.075
[6] valid_0's poisson: -104.285 valid_0's l2: 824.21
[7] valid_0's poisson: -105.009 valid_0's l2: 764.293
[8] valid_0's poisson: -105.517 valid_0's l2: 717.902
[9] valid_0's poisson: -105.911 valid_0's l2: 685.22
[10] valid_0's poisson: -106.195 valid_0's l2: 644.451
[11] valid_0's poisson: -106.218 valid_0's l2: 618.966
[12] valid_0's poisson: -106.177 valid_0's l2: 604.171
[13] valid_0's poisson: -106.195 valid_0's l2: 587.861
[14] valid_0's poisson: -105.781 valid_0's l2: 575.149
[15] valid_0's poisson: -105.611 valid_0's l2: 566.179
[16] valid_0's poisson: -105.372 valid_0's l2: 556.865
[17] valid_0's poisson: -105.102 valid_0's l2: 548.922
[18] valid_0's poisson: -105.313 valid_0's l2: 542.799
[19] valid_0's poisson: -105.042 valid_0's l2: 529.035
[20] valid_0's poisson: -104.847 valid_0's l2: 522.933
[21] valid_0's poisson: -104.577 valid_0's l2: 519.951
[22] valid_0's poisson: -104.778 valid_0's l2: 514.605
[23] valid_0's poisson: -104.624 valid_0's l2: 510.076
[24] valid_0's poisson: -104.35 valid_0's l2: 496.015
[25] valid_0's poisson: -104.161 valid_0's l2: 492.805
[26] valid_0's poisson: -104.083 valid_0's l2: 489.8
[27] valid_0's poisson: -104.111 valid_0's l2: 487.006
[28] valid_0's poisson: -103.711 valid_0's l2: 485.583
[29] valid_0's poisson: -103.732 valid_0's l2: 481.402
[30] valid_0's poisson: -103.244 valid_0's l2: 473.587
[31] valid_0's poisson: -103.128 valid_0's l2: 471.276
[32] valid_0's poisson: -103.215 valid_0's l2: 470.921
[33] valid_0's poisson: -102.853 valid_0's l2: 465.794
[34] valid_0's poisson: -103.086 valid_0's l2: 464.345
[35] valid_0's poisson: -103.067 valid_0's l2: 463.172
[36] valid_0's poisson: -103.23 valid_0's l2: 462.408
[37] valid_0's poisson: -103.199 valid_0's l2: 462.366
[38] valid_0's poisson: -103.165 valid_0's l2: 459.681
[39] valid_0's poisson: -102.974 valid_0's l2: 458.258
[40] valid_0's poisson: -103.119 valid_0's l2: 457.194
[41] valid_0's poisson: -103.078 valid_0's l2: 456.482
[42] valid_0's poisson: -103.339 valid_0's l2: 454.399
[43] valid_0's poisson: -103.269 valid_0's l2: 450.964
[44] valid_0's poisson: -103.433 valid_0's l2: 447.859
[45] valid_0's poisson: -103.317 valid_0's l2: 448.07
[46] valid_0's poisson: -103.315 valid_0's l2: 448.113
[47] valid_0's poisson: -103.138 valid_0's l2: 444.113
[48] valid_0's poisson: -103.061 valid_0's l2: 440.903
[49] valid_0's poisson: -103.3 valid_0's l2: 435.25
[50] valid_0's poisson: -103.381 valid_0's l2: 431.948
[51] valid_0's poisson: -103.364 valid_0's l2: 431.311
[52] valid_0's poisson: -103.519 valid_0's l2: 431.096
[53] valid_0's poisson: -103.665 valid_0's l2: 427.588
[54] valid_0's poisson: -103.541 valid_0's l2: 426.045
[55] valid_0's poisson: -103.775 valid_0's l2: 425.128
[56] valid_0's poisson: -103.886 valid_0's l2: 424.198
[57] valid_0's poisson: -103.962 valid_0's l2: 423.195
[58] valid_0's poisson: -103.653 valid_0's l2: 422.847
[59] valid_0's poisson: -103.442 valid_0's l2: 421.603
[60] valid_0's poisson: -103.501 valid_0's l2: 420.141
[61] valid_0's poisson: -103.415 valid_0's l2: 419.018
[62] valid_0's poisson: -103.393 valid_0's l2: 418.726
[63] valid_0's poisson: -103.24 valid_0's l2: 415.239
[64] valid_0's poisson: -103.458 valid_0's l2: 414.784
[65] valid_0's poisson: -103.404 valid_0's l2: 414.242
[66] valid_0's poisson: -103.327 valid_0's l2: 412.353
[67] valid_0's poisson: -103.023 valid_0's l2: 412.042
[68] valid_0's poisson: -103.139 valid_0's l2: 410.892
[69] valid_0's poisson: -103.19 valid_0's l2: 411.035
[70] valid_0's poisson: -103.128 valid_0's l2: 410.561
[71] valid_0's poisson: -103.203 valid_0's l2: 410.258
[72] valid_0's poisson: -103.283 valid_0's l2: 408.903
[73] valid_0's poisson: -103.121 valid_0's l2: 406.481
[74] valid_0's poisson: -103.007 valid_0's l2: 406.436
[75] valid_0's poisson: -103.077 valid_0's l2: 406.354
[76] valid_0's poisson: -103.05 valid_0's l2: 405.357
[77] valid_0's poisson: -102.895 valid_0's l2: 403.663
[78] valid_0's poisson: -103.001 valid_0's l2: 403.014
[79] valid_0's poisson: -102.912 valid_0's l2: 402.636
[80] valid_0's poisson: -102.969 valid_0's l2: 403.174
[81] valid_0's poisson: -103.042 valid_0's l2: 399.582
[82] valid_0's poisson: -103.104 valid_0's l2: 396.266
[83] valid_0's poisson: -103.155 valid_0's l2: 396.739
[84] valid_0's poisson: -103.174 valid_0's l2: 396.278
[85] valid_0's poisson: -102.785 valid_0's l2: 395.314
[86] valid_0's poisson: -102.783 valid_0's l2: 395.661
[87] valid_0's poisson: -102.694 valid_0's l2: 395.31
[88] valid_0's poisson: -102.807 valid_0's l2: 394.297
[89] valid_0's poisson: -102.734 valid_0's l2: 392.686
[90] valid_0's poisson: -102.725 valid_0's l2: 391.427
[91] valid_0's poisson: -102.932 valid_0's l2: 390.781
[92] valid_0's poisson: -102.976 valid_0's l2: 390.666
[93] valid_0's poisson: -103.044 valid_0's l2: 389.414
[94] valid_0's poisson: -103.101 valid_0's l2: 388.755
[95] valid_0's poisson: -103.061 valid_0's l2: 386.57
[96] valid_0's poisson: -103.114 valid_0's l2: 384.981
[97] valid_0's poisson: -103.189 valid_0's l2: 384.59
[98] valid_0's poisson: -103.019 valid_0's l2: 384.652
[99] valid_0's poisson: -103.027 valid_0's l2: 382.636
[100] valid_0's poisson: -103.1 valid_0's l2: 381.647
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -94.0707 valid_0's l2: 1743.93
[2] valid_0's poisson: -97.7984 valid_0's l2: 1400.72
[3] valid_0's poisson: -100.039 valid_0's l2: 1190.2
[4] valid_0's poisson: -102.021 valid_0's l2: 1013.98
[5] valid_0's poisson: -103.184 valid_0's l2: 906.053
[6] valid_0's poisson: -104.168 valid_0's l2: 827.141
[7] valid_0's poisson: -104.77 valid_0's l2: 774.669
[8] valid_0's poisson: -105.402 valid_0's l2: 721.414
[9] valid_0's poisson: -105.911 valid_0's l2: 676.883
[10] valid_0's poisson: -106.368 valid_0's l2: 643.772
[11] valid_0's poisson: -106.529 valid_0's l2: 616.684
[12] valid_0's poisson: -106.472 valid_0's l2: 599.592
[13] valid_0's poisson: -106.446 valid_0's l2: 590.99
[14] valid_0's poisson: -106.247 valid_0's l2: 574.97
[15] valid_0's poisson: -105.76 valid_0's l2: 565.584
[16] valid_0's poisson: -105.826 valid_0's l2: 552.899
[17] valid_0's poisson: -105.556 valid_0's l2: 546.937
[18] valid_0's poisson: -105.769 valid_0's l2: 541.121
[19] valid_0's poisson: -105.378 valid_0's l2: 524.514
[20] valid_0's poisson: -105.233 valid_0's l2: 519.342
[21] valid_0's poisson: -105.163 valid_0's l2: 515.711
[22] valid_0's poisson: -104.967 valid_0's l2: 506.501
[23] valid_0's poisson: -105.036 valid_0's l2: 504.525
[24] valid_0's poisson: -104.862 valid_0's l2: 499.666
[25] valid_0's poisson: -104.867 valid_0's l2: 499.589
[26] valid_0's poisson: -104.967 valid_0's l2: 494.305
[27] valid_0's poisson: -104.75 valid_0's l2: 491.308
[28] valid_0's poisson: -104.638 valid_0's l2: 487.56
[29] valid_0's poisson: -104.533 valid_0's l2: 483.168
[30] valid_0's poisson: -104.158 valid_0's l2: 479.595
[31] valid_0's poisson: -103.911 valid_0's l2: 477.97
[32] valid_0's poisson: -103.821 valid_0's l2: 468.865
[33] valid_0's poisson: -103.748 valid_0's l2: 467.097
[34] valid_0's poisson: -103.649 valid_0's l2: 466.76
[35] valid_0's poisson: -103.533 valid_0's l2: 466.52
[36] valid_0's poisson: -103.552 valid_0's l2: 464.843
[37] valid_0's poisson: -103.599 valid_0's l2: 464.764
[38] valid_0's poisson: -103.194 valid_0's l2: 462.855
[39] valid_0's poisson: -103.326 valid_0's l2: 461.24
[40] valid_0's poisson: -103.533 valid_0's l2: 458.405
[41] valid_0's poisson: -103.395 valid_0's l2: 455.983
[42] valid_0's poisson: -103.434 valid_0's l2: 452.496
[43] valid_0's poisson: -103.326 valid_0's l2: 451.913
[44] valid_0's poisson: -103.136 valid_0's l2: 449.503
[45] valid_0's poisson: -103.191 valid_0's l2: 447.888
[46] valid_0's poisson: -103.206 valid_0's l2: 446.572
[47] valid_0's poisson: -103.237 valid_0's l2: 443.521
[48] valid_0's poisson: -103.248 valid_0's l2: 442.686
[49] valid_0's poisson: -103.202 valid_0's l2: 441.453
[50] valid_0's poisson: -103.157 valid_0's l2: 440.068
[51] valid_0's poisson: -103.386 valid_0's l2: 434.886
[52] valid_0's poisson: -103.247 valid_0's l2: 433.239
[53] valid_0's poisson: -103.349 valid_0's l2: 432.834
[54] valid_0's poisson: -103.267 valid_0's l2: 431.911
[55] valid_0's poisson: -103.095 valid_0's l2: 430.323
[56] valid_0's poisson: -102.904 valid_0's l2: 429.673
[57] valid_0's poisson: -102.779 valid_0's l2: 428.329
[58] valid_0's poisson: -102.736 valid_0's l2: 425.916
[59] valid_0's poisson: -102.752 valid_0's l2: 426.196
[60] valid_0's poisson: -102.662 valid_0's l2: 425.838
[61] valid_0's poisson: -102.646 valid_0's l2: 425.157
[62] valid_0's poisson: -102.684 valid_0's l2: 424.161
[63] valid_0's poisson: -102.704 valid_0's l2: 423.924
[64] valid_0's poisson: -102.72 valid_0's l2: 423.263
[65] valid_0's poisson: -102.713 valid_0's l2: 422.65
[66] valid_0's poisson: -102.727 valid_0's l2: 422.047
[67] valid_0's poisson: -102.744 valid_0's l2: 421.394
[68] valid_0's poisson: -102.74 valid_0's l2: 421.463
[69] valid_0's poisson: -102.674 valid_0's l2: 420.708
[70] valid_0's poisson: -102.707 valid_0's l2: 419.824
[71] valid_0's poisson: -102.641 valid_0's l2: 418.853
[72] valid_0's poisson: -102.373 valid_0's l2: 417.641
[73] valid_0's poisson: -102.421 valid_0's l2: 418.159
[74] valid_0's poisson: -102.426 valid_0's l2: 417.894
[75] valid_0's poisson: -102.47 valid_0's l2: 416.008
[76] valid_0's poisson: -102.63 valid_0's l2: 413.564
[77] valid_0's poisson: -102.722 valid_0's l2: 411.32
[78] valid_0's poisson: -102.853 valid_0's l2: 409.057
[79] valid_0's poisson: -102.835 valid_0's l2: 408.23
[80] valid_0's poisson: -102.844 valid_0's l2: 407.419
[81] valid_0's poisson: -102.682 valid_0's l2: 407.573
[82] valid_0's poisson: -102.823 valid_0's l2: 406.975
[83] valid_0's poisson: -102.686 valid_0's l2: 406.208
[84] valid_0's poisson: -102.461 valid_0's l2: 405.249
[85] valid_0's poisson: -102.49 valid_0's l2: 404.073
[86] valid_0's poisson: -102.284 valid_0's l2: 403.859
[87] valid_0's poisson: -102.189 valid_0's l2: 403.785
[88] valid_0's poisson: -102.364 valid_0's l2: 403.306
[89] valid_0's poisson: -102.256 valid_0's l2: 402.737
[90] valid_0's poisson: -102.366 valid_0's l2: 401.248
[91] valid_0's poisson: -102.367 valid_0's l2: 400.287
[92] valid_0's poisson: -102.348 valid_0's l2: 399.018
[93] valid_0's poisson: -102.199 valid_0's l2: 398.468
[94] valid_0's poisson: -102.04 valid_0's l2: 398.17
[95] valid_0's poisson: -102.065 valid_0's l2: 396.31
[96] valid_0's poisson: -102.046 valid_0's l2: 396.179
[97] valid_0's poisson: -102.115 valid_0's l2: 396.157
[98] valid_0's poisson: -102.116 valid_0's l2: 395.965
[99] valid_0's poisson: -102.162 valid_0's l2: 395.858
[100] valid_0's poisson: -102.058 valid_0's l2: 395.062
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -94.0452 valid_0's l2: 1749.36
[2] valid_0's poisson: -97.8495 valid_0's l2: 1408.92
[3] valid_0's poisson: -100.308 valid_0's l2: 1191.58
[4] valid_0's poisson: -101.727 valid_0's l2: 1056.63
[5] valid_0's poisson: -103.102 valid_0's l2: 929.446
[6] valid_0's poisson: -104.369 valid_0's l2: 815.221
[7] valid_0's poisson: -105.022 valid_0's l2: 760.967
[8] valid_0's poisson: -105.536 valid_0's l2: 716.437
[9] valid_0's poisson: -106.001 valid_0's l2: 674.403
[10] valid_0's poisson: -106.405 valid_0's l2: 640.384
[11] valid_0's poisson: -106.517 valid_0's l2: 614.717
[12] valid_0's poisson: -106.401 valid_0's l2: 596.984
[13] valid_0's poisson: -106.354 valid_0's l2: 584.614
[14] valid_0's poisson: -106.115 valid_0's l2: 570.458
[15] valid_0's poisson: -105.82 valid_0's l2: 559.094
[16] valid_0's poisson: -105.682 valid_0's l2: 552.083
[17] valid_0's poisson: -105.641 valid_0's l2: 545.845
[18] valid_0's poisson: -105.6 valid_0's l2: 537.052
[19] valid_0's poisson: -105.372 valid_0's l2: 529.946
[20] valid_0's poisson: -105.28 valid_0's l2: 525.583
[21] valid_0's poisson: -104.852 valid_0's l2: 510.605
[22] valid_0's poisson: -104.887 valid_0's l2: 505.637
[23] valid_0's poisson: -105.129 valid_0's l2: 499.703
[24] valid_0's poisson: -104.98 valid_0's l2: 494.575
[25] valid_0's poisson: -104.623 valid_0's l2: 489.603
[26] valid_0's poisson: -104.423 valid_0's l2: 487.356
[27] valid_0's poisson: -104.485 valid_0's l2: 485.834
[28] valid_0's poisson: -104.354 valid_0's l2: 480.939
[29] valid_0's poisson: -104.177 valid_0's l2: 478.646
[30] valid_0's poisson: -103.964 valid_0's l2: 477.155
[31] valid_0's poisson: -103.569 valid_0's l2: 475.927
[32] valid_0's poisson: -103.358 valid_0's l2: 474.335
[33] valid_0's poisson: -103.415 valid_0's l2: 474.38
[34] valid_0's poisson: -103.316 valid_0's l2: 471.73
[35] valid_0's poisson: -103.475 valid_0's l2: 468.692
[36] valid_0's poisson: -103.212 valid_0's l2: 467.293
[37] valid_0's poisson: -103.254 valid_0's l2: 465.412
[38] valid_0's poisson: -103.053 valid_0's l2: 463.267
[39] valid_0's poisson: -102.773 valid_0's l2: 462.278
[40] valid_0's poisson: -103.059 valid_0's l2: 455.211
[41] valid_0's poisson: -103.225 valid_0's l2: 454.038
[42] valid_0's poisson: -103.128 valid_0's l2: 449.367
[43] valid_0's poisson: -103.137 valid_0's l2: 449.227
[44] valid_0's poisson: -103.063 valid_0's l2: 444.554
[45] valid_0's poisson: -103.063 valid_0's l2: 444.814
[46] valid_0's poisson: -102.758 valid_0's l2: 444.022
[47] valid_0's poisson: -102.668 valid_0's l2: 440.256
[48] valid_0's poisson: -102.777 valid_0's l2: 437.383
[49] valid_0's poisson: -102.91 valid_0's l2: 436.493
[50] valid_0's poisson: -102.88 valid_0's l2: 434.032
[51] valid_0's poisson: -102.964 valid_0's l2: 433.711
[52] valid_0's poisson: -102.837 valid_0's l2: 432.073
[53] valid_0's poisson: -102.844 valid_0's l2: 432.532
[54] valid_0's poisson: -102.986 valid_0's l2: 427.134
[55] valid_0's poisson: -103.035 valid_0's l2: 427.025
[56] valid_0's poisson: -102.918 valid_0's l2: 424.992
[57] valid_0's poisson: -102.97 valid_0's l2: 423.901
[58] valid_0's poisson: -102.86 valid_0's l2: 423.133
[59] valid_0's poisson: -102.9 valid_0's l2: 422.589
[60] valid_0's poisson: -102.875 valid_0's l2: 421.132
[61] valid_0's poisson: -102.935 valid_0's l2: 419.83
[62] valid_0's poisson: -102.77 valid_0's l2: 419.109
[63] valid_0's poisson: -102.786 valid_0's l2: 417.998
[64] valid_0's poisson: -102.866 valid_0's l2: 417.14
[65] valid_0's poisson: -102.895 valid_0's l2: 416.863
[66] valid_0's poisson: -102.959 valid_0's l2: 415.871
[67] valid_0's poisson: -103.085 valid_0's l2: 414.578
[68] valid_0's poisson: -103.154 valid_0's l2: 413.131
[69] valid_0's poisson: -103.114 valid_0's l2: 412.625
[70] valid_0's poisson: -103.115 valid_0's l2: 411.953
[71] valid_0's poisson: -103.109 valid_0's l2: 411.804
[72] valid_0's poisson: -103.097 valid_0's l2: 412.083
[73] valid_0's poisson: -103.12 valid_0's l2: 412.421
[74] valid_0's poisson: -103.12 valid_0's l2: 412.361
[75] valid_0's poisson: -103.193 valid_0's l2: 411.768
[76] valid_0's poisson: -103.296 valid_0's l2: 408.894
[77] valid_0's poisson: -103.191 valid_0's l2: 408.263
[78] valid_0's poisson: -103.114 valid_0's l2: 407.928
[79] valid_0's poisson: -103.114 valid_0's l2: 408.615
[80] valid_0's poisson: -103.026 valid_0's l2: 408.223
[81] valid_0's poisson: -103.038 valid_0's l2: 408.517
[82] valid_0's poisson: -103.059 valid_0's l2: 407.148
[83] valid_0's poisson: -103.106 valid_0's l2: 406.676
[84] valid_0's poisson: -102.916 valid_0's l2: 406.563
[85] valid_0's poisson: -103.08 valid_0's l2: 404.715
[86] valid_0's poisson: -102.862 valid_0's l2: 404.018
[87] valid_0's poisson: -103.002 valid_0's l2: 402.809
[88] valid_0's poisson: -102.99 valid_0's l2: 402.55
[89] valid_0's poisson: -102.881 valid_0's l2: 402.267
[90] valid_0's poisson: -102.928 valid_0's l2: 400.338
[91] valid_0's poisson: -102.96 valid_0's l2: 399.713
[92] valid_0's poisson: -103.088 valid_0's l2: 397.732
[93] valid_0's poisson: -103.138 valid_0's l2: 395.123
[94] valid_0's poisson: -103.089 valid_0's l2: 395.271
[95] valid_0's poisson: -103.295 valid_0's l2: 394.918
[96] valid_0's poisson: -103.287 valid_0's l2: 394.47
[97] valid_0's poisson: -103.222 valid_0's l2: 393.363
[98] valid_0's poisson: -103.267 valid_0's l2: 392.765
[99] valid_0's poisson: -103.265 valid_0's l2: 392.003
[100] valid_0's poisson: -103.212 valid_0's l2: 391.495
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -94.0035 valid_0's l2: 1750.66
[2] valid_0's poisson: -97.7211 valid_0's l2: 1411.52
[3] valid_0's poisson: -99.9574 valid_0's l2: 1202.82
[4] valid_0's poisson: -101.993 valid_0's l2: 1022.45
[5] valid_0's poisson: -103.172 valid_0's l2: 913.168
[6] valid_0's poisson: -104.253 valid_0's l2: 814.845
[7] valid_0's poisson: -105.017 valid_0's l2: 751.538
[8] valid_0's poisson: -105.696 valid_0's l2: 699.442
[9] valid_0's poisson: -106.148 valid_0's l2: 656.672
[10] valid_0's poisson: -106.399 valid_0's l2: 628.219
[11] valid_0's poisson: -106.472 valid_0's l2: 611.001
[12] valid_0's poisson: -106.338 valid_0's l2: 594.27
[13] valid_0's poisson: -106.232 valid_0's l2: 581.348
[14] valid_0's poisson: -106.186 valid_0's l2: 567.705
[15] valid_0's poisson: -106.237 valid_0's l2: 559.812
[16] valid_0's poisson: -105.93 valid_0's l2: 549.837
[17] valid_0's poisson: -105.694 valid_0's l2: 542.6
[18] valid_0's poisson: -105.475 valid_0's l2: 536.752
[19] valid_0's poisson: -105.414 valid_0's l2: 531.292
[20] valid_0's poisson: -105.385 valid_0's l2: 526.841
[21] valid_0's poisson: -105.4 valid_0's l2: 523.707
[22] valid_0's poisson: -105.289 valid_0's l2: 513.924
[23] valid_0's poisson: -105.418 valid_0's l2: 508.851
[24] valid_0's poisson: -104.817 valid_0's l2: 503.47
[25] valid_0's poisson: -104.62 valid_0's l2: 501.025
[26] valid_0's poisson: -104.593 valid_0's l2: 496.331
[27] valid_0's poisson: -104.147 valid_0's l2: 492.888
[28] valid_0's poisson: -103.811 valid_0's l2: 492.486
[29] valid_0's poisson: -103.757 valid_0's l2: 490.571
[30] valid_0's poisson: -103.728 valid_0's l2: 490.099
[31] valid_0's poisson: -103.648 valid_0's l2: 487.212
[32] valid_0's poisson: -103.535 valid_0's l2: 484.484
[33] valid_0's poisson: -103.52 valid_0's l2: 480.032
[34] valid_0's poisson: -103.558 valid_0's l2: 478.529
[35] valid_0's poisson: -103.573 valid_0's l2: 478.664
[36] valid_0's poisson: -103.362 valid_0's l2: 475.784
[37] valid_0's poisson: -103.264 valid_0's l2: 471.173
[38] valid_0's poisson: -103.091 valid_0's l2: 468.618
[39] valid_0's poisson: -103.316 valid_0's l2: 466.088
[40] valid_0's poisson: -103.333 valid_0's l2: 463.211
[41] valid_0's poisson: -103.487 valid_0's l2: 462.206
[42] valid_0's poisson: -103.427 valid_0's l2: 456.726
[43] valid_0's poisson: -103.38 valid_0's l2: 455.652
[44] valid_0's poisson: -103.436 valid_0's l2: 455.284
[45] valid_0's poisson: -103.399 valid_0's l2: 454.965
[46] valid_0's poisson: -103.213 valid_0's l2: 455.657
[47] valid_0's poisson: -103.006 valid_0's l2: 452.626
[48] valid_0's poisson: -103.075 valid_0's l2: 450.459
[49] valid_0's poisson: -103.224 valid_0's l2: 445.481
[50] valid_0's poisson: -103.395 valid_0's l2: 443.056
[51] valid_0's poisson: -103.056 valid_0's l2: 442.221
[52] valid_0's poisson: -103.081 valid_0's l2: 442.536
[53] valid_0's poisson: -103.144 valid_0's l2: 442.875
[54] valid_0's poisson: -103.207 valid_0's l2: 435.155
[55] valid_0's poisson: -103.276 valid_0's l2: 433.48
[56] valid_0's poisson: -103.353 valid_0's l2: 433.409
[57] valid_0's poisson: -103.482 valid_0's l2: 430.459
[58] valid_0's poisson: -103.443 valid_0's l2: 426.43
[59] valid_0's poisson: -103.492 valid_0's l2: 424.706
[60] valid_0's poisson: -103.258 valid_0's l2: 420.463
[61] valid_0's poisson: -103.359 valid_0's l2: 419.965
[62] valid_0's poisson: -103.17 valid_0's l2: 419.259
[63] valid_0's poisson: -103.287 valid_0's l2: 418.52
[64] valid_0's poisson: -103.3 valid_0's l2: 418.66
[65] valid_0's poisson: -103.334 valid_0's l2: 418.16
[66] valid_0's poisson: -103.474 valid_0's l2: 416.05
[67] valid_0's poisson: -103.418 valid_0's l2: 416.088
[68] valid_0's poisson: -103.403 valid_0's l2: 413.869
[69] valid_0's poisson: -103.361 valid_0's l2: 412.655
[70] valid_0's poisson: -103.27 valid_0's l2: 411.08
[71] valid_0's poisson: -103.323 valid_0's l2: 409.066
[72] valid_0's poisson: -103.442 valid_0's l2: 406.573
[73] valid_0's poisson: -103.147 valid_0's l2: 404.358
[74] valid_0's poisson: -103.22 valid_0's l2: 403.597
[75] valid_0's poisson: -103.375 valid_0's l2: 402.445
[76] valid_0's poisson: -103.378 valid_0's l2: 401.791
[77] valid_0's poisson: -103.477 valid_0's l2: 401.538
[78] valid_0's poisson: -103.416 valid_0's l2: 399.282
[79] valid_0's poisson: -103.292 valid_0's l2: 398.985
[80] valid_0's poisson: -103.23 valid_0's l2: 399.313
[81] valid_0's poisson: -103.132 valid_0's l2: 398.562
[82] valid_0's poisson: -103.395 valid_0's l2: 397.334
[83] valid_0's poisson: -103.434 valid_0's l2: 396.498
[84] valid_0's poisson: -103.722 valid_0's l2: 395.651
[85] valid_0's poisson: -103.702 valid_0's l2: 394.844
[86] valid_0's poisson: -103.711 valid_0's l2: 394.677
[87] valid_0's poisson: -103.685 valid_0's l2: 393.709
[88] valid_0's poisson: -103.717 valid_0's l2: 391.453
[89] valid_0's poisson: -103.719 valid_0's l2: 390.936
[90] valid_0's poisson: -103.856 valid_0's l2: 389.648
[91] valid_0's poisson: -104.049 valid_0's l2: 389.379
[92] valid_0's poisson: -103.916 valid_0's l2: 388.966
[93] valid_0's poisson: -103.914 valid_0's l2: 389.223
[94] valid_0's poisson: -103.877 valid_0's l2: 389.357
[95] valid_0's poisson: -103.981 valid_0's l2: 386.879
[96] valid_0's poisson: -103.893 valid_0's l2: 385.93
[97] valid_0's poisson: -103.928 valid_0's l2: 384.743
[98] valid_0's poisson: -104.015 valid_0's l2: 384.479
[99] valid_0's poisson: -103.869 valid_0's l2: 384.197
[100] valid_0's poisson: -103.888 valid_0's l2: 383.722
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3569 valid_0's l2: 2287.09
[2] valid_0's poisson: -87.5372 valid_0's l2: 2273.97
[3] valid_0's poisson: -87.7146 valid_0's l2: 2260.95
[4] valid_0's poisson: -87.8893 valid_0's l2: 2248.03
[5] valid_0's poisson: -88.0614 valid_0's l2: 2235.21
[6] valid_0's poisson: -88.2309 valid_0's l2: 2222.49
[7] valid_0's poisson: -88.3979 valid_0's l2: 2209.87
[8] valid_0's poisson: -88.5622 valid_0's l2: 2197.35
[9] valid_0's poisson: -88.7243 valid_0's l2: 2184.93
[10] valid_0's poisson: -88.884 valid_0's l2: 2172.61
[11] valid_0's poisson: -89.0415 valid_0's l2: 2160.38
[12] valid_0's poisson: -89.1982 valid_0's l2: 2148.14
[13] valid_0's poisson: -89.3526 valid_0's l2: 2135.99
[14] valid_0's poisson: -89.505 valid_0's l2: 2123.94
[15] valid_0's poisson: -89.6542 valid_0's l2: 2112.07
[16] valid_0's poisson: -89.8023 valid_0's l2: 2100.21
[17] valid_0's poisson: -89.9486 valid_0's l2: 2088.43
[18] valid_0's poisson: -90.092 valid_0's l2: 2076.83
[19] valid_0's poisson: -90.2345 valid_0's l2: 2065.23
[20] valid_0's poisson: -90.375 valid_0's l2: 2053.72
[21] valid_0's poisson: -90.5132 valid_0's l2: 2042.35
[22] valid_0's poisson: -90.6495 valid_0's l2: 2031.1
[23] valid_0's poisson: -90.7848 valid_0's l2: 2019.86
[24] valid_0's poisson: -90.9179 valid_0's l2: 2008.74
[25] valid_0's poisson: -91.0492 valid_0's l2: 1997.75
[26] valid_0's poisson: -91.1795 valid_0's l2: 1986.77
[27] valid_0's poisson: -91.3083 valid_0's l2: 1975.87
[28] valid_0's poisson: -91.4355 valid_0's l2: 1965.09
[29] valid_0's poisson: -91.5609 valid_0's l2: 1954.38
[30] valid_0's poisson: -91.6848 valid_0's l2: 1943.76
[31] valid_0's poisson: -91.8077 valid_0's l2: 1933.22
[32] valid_0's poisson: -91.9288 valid_0's l2: 1922.75
[33] valid_0's poisson: -92.0486 valid_0's l2: 1912.36
[34] valid_0's poisson: -92.1666 valid_0's l2: 1902.11
[35] valid_0's poisson: -92.2837 valid_0's l2: 1891.88
[36] valid_0's poisson: -92.3994 valid_0's l2: 1881.73
[37] valid_0's poisson: -92.5135 valid_0's l2: 1871.71
[38] valid_0's poisson: -92.6268 valid_0's l2: 1861.71
[39] valid_0's poisson: -92.7387 valid_0's l2: 1851.79
[40] valid_0's poisson: -92.8492 valid_0's l2: 1842
[41] valid_0's poisson: -92.9585 valid_0's l2: 1832.25
[42] valid_0's poisson: -93.0669 valid_0's l2: 1822.54
[43] valid_0's poisson: -93.1739 valid_0's l2: 1812.97
[44] valid_0's poisson: -93.2798 valid_0's l2: 1803.43
[45] valid_0's poisson: -93.3855 valid_0's l2: 1793.9
[46] valid_0's poisson: -93.4896 valid_0's l2: 1784.47
[47] valid_0's poisson: -93.5922 valid_0's l2: 1775.18
[48] valid_0's poisson: -93.6944 valid_0's l2: 1765.94
[49] valid_0's poisson: -93.7957 valid_0's l2: 1756.74
[50] valid_0's poisson: -93.8959 valid_0's l2: 1747.61
[51] valid_0's poisson: -93.9951 valid_0's l2: 1738.56
[52] valid_0's poisson: -94.0932 valid_0's l2: 1729.58
[53] valid_0's poisson: -94.1905 valid_0's l2: 1720.66
[54] valid_0's poisson: -94.2867 valid_0's l2: 1711.76
[55] valid_0's poisson: -94.3821 valid_0's l2: 1702.97
[56] valid_0's poisson: -94.4763 valid_0's l2: 1694.27
[57] valid_0's poisson: -94.57 valid_0's l2: 1685.6
[58] valid_0's poisson: -94.6623 valid_0's l2: 1677.05
[59] valid_0's poisson: -94.7542 valid_0's l2: 1668.51
[60] valid_0's poisson: -94.8447 valid_0's l2: 1660.09
[61] valid_0's poisson: -94.9346 valid_0's l2: 1651.7
[62] valid_0's poisson: -95.0232 valid_0's l2: 1643.41
[63] valid_0's poisson: -95.1115 valid_0's l2: 1635.14
[64] valid_0's poisson: -95.1992 valid_0's l2: 1626.87
[65] valid_0's poisson: -95.2855 valid_0's l2: 1618.76
[66] valid_0's poisson: -95.3744 valid_0's l2: 1610.4
[67] valid_0's poisson: -95.4624 valid_0's l2: 1602.1
[68] valid_0's poisson: -95.5465 valid_0's l2: 1594.14
[69] valid_0's poisson: -95.6329 valid_0's l2: 1585.96
[70] valid_0's poisson: -95.7163 valid_0's l2: 1578.04
[71] valid_0's poisson: -95.8011 valid_0's l2: 1569.98
[72] valid_0's poisson: -95.8843 valid_0's l2: 1562.07
[73] valid_0's poisson: -95.9648 valid_0's l2: 1554.36
[74] valid_0's poisson: -96.0465 valid_0's l2: 1546.56
[75] valid_0's poisson: -96.1274 valid_0's l2: 1538.83
[76] valid_0's poisson: -96.2075 valid_0's l2: 1531.15
[77] valid_0's poisson: -96.2857 valid_0's l2: 1523.62
[78] valid_0's poisson: -96.3644 valid_0's l2: 1516.06
[79] valid_0's poisson: -96.4424 valid_0's l2: 1508.56
[80] valid_0's poisson: -96.5196 valid_0's l2: 1501.11
[81] valid_0's poisson: -96.5964 valid_0's l2: 1493.63
[82] valid_0's poisson: -96.672 valid_0's l2: 1486.31
[83] valid_0's poisson: -96.7468 valid_0's l2: 1479.06
[84] valid_0's poisson: -96.8212 valid_0's l2: 1471.79
[85] valid_0's poisson: -96.8949 valid_0's l2: 1464.58
[86] valid_0's poisson: -96.968 valid_0's l2: 1457.42
[87] valid_0's poisson: -97.0404 valid_0's l2: 1450.32
[88] valid_0's poisson: -97.1127 valid_0's l2: 1443.21
[89] valid_0's poisson: -97.1839 valid_0's l2: 1436.21
[90] valid_0's poisson: -97.254 valid_0's l2: 1429.35
[91] valid_0's poisson: -97.3234 valid_0's l2: 1422.55
[92] valid_0's poisson: -97.3936 valid_0's l2: 1415.62
[93] valid_0's poisson: -97.4619 valid_0's l2: 1408.92
[94] valid_0's poisson: -97.5296 valid_0's l2: 1402.27
[95] valid_0's poisson: -97.5977 valid_0's l2: 1395.52
[96] valid_0's poisson: -97.6653 valid_0's l2: 1388.81
[97] valid_0's poisson: -97.7312 valid_0's l2: 1382.33
[98] valid_0's poisson: -97.7976 valid_0's l2: 1375.73
[99] valid_0's poisson: -97.8623 valid_0's l2: 1369.34
[100] valid_0's poisson: -97.9279 valid_0's l2: 1362.82
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3579 valid_0's l2: 2287.01
[2] valid_0's poisson: -87.5392 valid_0's l2: 2273.8
[3] valid_0's poisson: -87.7167 valid_0's l2: 2260.76
[4] valid_0's poisson: -87.8922 valid_0's l2: 2247.75
[5] valid_0's poisson: -88.0645 valid_0's l2: 2234.88
[6] valid_0's poisson: -88.234 valid_0's l2: 2222.11
[7] valid_0's poisson: -88.4015 valid_0's l2: 2209.4
[8] valid_0's poisson: -88.5655 valid_0's l2: 2196.86
[9] valid_0's poisson: -88.728 valid_0's l2: 2184.34
[10] valid_0's poisson: -88.8872 valid_0's l2: 2171.99
[11] valid_0's poisson: -89.0448 valid_0's l2: 2159.68
[12] valid_0's poisson: -89.1994 valid_0's l2: 2147.52
[13] valid_0's poisson: -89.3531 valid_0's l2: 2135.36
[14] valid_0's poisson: -89.5039 valid_0's l2: 2123.34
[15] valid_0's poisson: -89.6559 valid_0's l2: 2111.18
[16] valid_0's poisson: -89.8046 valid_0's l2: 2099.19
[17] valid_0's poisson: -89.9503 valid_0's l2: 2087.37
[18] valid_0's poisson: -90.095 valid_0's l2: 2075.57
[19] valid_0's poisson: -90.2389 valid_0's l2: 2063.78
[20] valid_0's poisson: -90.3823 valid_0's l2: 2052.07
[21] valid_0's poisson: -90.5198 valid_0's l2: 2040.67
[22] valid_0's poisson: -90.6575 valid_0's l2: 2029.19
[23] valid_0's poisson: -90.7957 valid_0's l2: 2017.73
[24] valid_0's poisson: -90.9303 valid_0's l2: 2006.4
[25] valid_0's poisson: -91.0619 valid_0's l2: 1995.29
[26] valid_0's poisson: -91.1902 valid_0's l2: 1984.43
[27] valid_0's poisson: -91.322 valid_0's l2: 1973.31
[28] valid_0's poisson: -91.449 valid_0's l2: 1962.45
[29] valid_0's poisson: -91.5754 valid_0's l2: 1951.56
[30] valid_0's poisson: -91.7004 valid_0's l2: 1940.73
[31] valid_0's poisson: -91.8261 valid_0's l2: 1929.93
[32] valid_0's poisson: -91.9454 valid_0's l2: 1919.57
[33] valid_0's poisson: -92.0649 valid_0's l2: 1909.12
[34] valid_0's poisson: -92.1867 valid_0's l2: 1898.53
[35] valid_0's poisson: -92.3037 valid_0's l2: 1888.25
[36] valid_0's poisson: -92.4195 valid_0's l2: 1878.05
[37] valid_0's poisson: -92.5326 valid_0's l2: 1868.06
[38] valid_0's poisson: -92.6492 valid_0's l2: 1857.77
[39] valid_0's poisson: -92.7612 valid_0's l2: 1847.76
[40] valid_0's poisson: -92.872 valid_0's l2: 1837.87
[41] valid_0's poisson: -92.9846 valid_0's l2: 1827.83
[42] valid_0's poisson: -93.0927 valid_0's l2: 1818.11
[43] valid_0's poisson: -93.1991 valid_0's l2: 1808.52
[44] valid_0's poisson: -93.3052 valid_0's l2: 1798.91
[45] valid_0's poisson: -93.4134 valid_0's l2: 1789.15
[46] valid_0's poisson: -93.5182 valid_0's l2: 1779.55
[47] valid_0's poisson: -93.6209 valid_0's l2: 1770.17
[48] valid_0's poisson: -93.7255 valid_0's l2: 1760.64
[49] valid_0's poisson: -93.8258 valid_0's l2: 1751.46
[50] valid_0's poisson: -93.9256 valid_0's l2: 1742.27
[51] valid_0's poisson: -94.0248 valid_0's l2: 1733.11
[52] valid_0's poisson: -94.1258 valid_0's l2: 1723.82
[53] valid_0's poisson: -94.223 valid_0's l2: 1714.73
[54] valid_0's poisson: -94.319 valid_0's l2: 1705.77
[55] valid_0's poisson: -94.417 valid_0's l2: 1696.69
[56] valid_0's poisson: -94.5112 valid_0's l2: 1687.88
[57] valid_0's poisson: -94.6045 valid_0's l2: 1679.15
[58] valid_0's poisson: -94.697 valid_0's l2: 1670.4
[59] valid_0's poisson: -94.7915 valid_0's l2: 1661.57
[60] valid_0's poisson: -94.8815 valid_0's l2: 1653.09
[61] valid_0's poisson: -94.9715 valid_0's l2: 1644.51
[62] valid_0's poisson: -95.0633 valid_0's l2: 1635.88
[63] valid_0's poisson: -95.1509 valid_0's l2: 1627.56
[64] valid_0's poisson: -95.2376 valid_0's l2: 1619.36
[65] valid_0's poisson: -95.3269 valid_0's l2: 1610.91
[66] valid_0's poisson: -95.4129 valid_0's l2: 1602.63
[67] valid_0's poisson: -95.4974 valid_0's l2: 1594.55
[68] valid_0's poisson: -95.5811 valid_0's l2: 1586.56
[69] valid_0's poisson: -95.6672 valid_0's l2: 1578.36
[70] valid_0's poisson: -95.75 valid_0's l2: 1570.37
[71] valid_0's poisson: -95.8315 valid_0's l2: 1562.44
[72] valid_0's poisson: -95.9154 valid_0's l2: 1554.41
[73] valid_0's poisson: -95.9953 valid_0's l2: 1546.69
[74] valid_0's poisson: -96.0751 valid_0's l2: 1539.03
[75] valid_0's poisson: -96.1568 valid_0's l2: 1531.17
[76] valid_0's poisson: -96.2346 valid_0's l2: 1523.6
[77] valid_0's poisson: -96.3122 valid_0's l2: 1516.02
[78] valid_0's poisson: -96.3918 valid_0's l2: 1508.33
[79] valid_0's poisson: -96.4674 valid_0's l2: 1501
[80] valid_0's poisson: -96.5424 valid_0's l2: 1493.67
[81] valid_0's poisson: -96.6167 valid_0's l2: 1486.41
[82] valid_0's poisson: -96.6936 valid_0's l2: 1478.94
[83] valid_0's poisson: -96.7676 valid_0's l2: 1471.7
[84] valid_0's poisson: -96.8433 valid_0's l2: 1464.33
[85] valid_0's poisson: -96.916 valid_0's l2: 1457.22
[86] valid_0's poisson: -96.9873 valid_0's l2: 1450.19
[87] valid_0's poisson: -97.0581 valid_0's l2: 1443.25
[88] valid_0's poisson: -97.1314 valid_0's l2: 1436.09
[89] valid_0's poisson: -97.202 valid_0's l2: 1429.15
[90] valid_0's poisson: -97.2712 valid_0's l2: 1422.31
[91] valid_0's poisson: -97.3402 valid_0's l2: 1415.56
[92] valid_0's poisson: -97.4112 valid_0's l2: 1408.61
[93] valid_0's poisson: -97.4785 valid_0's l2: 1401.92
[94] valid_0's poisson: -97.5458 valid_0's l2: 1395.32
[95] valid_0's poisson: -97.6151 valid_0's l2: 1388.51
[96] valid_0's poisson: -97.6811 valid_0's l2: 1381.96
[97] valid_0's poisson: -97.747 valid_0's l2: 1375.47
[98] valid_0's poisson: -97.8117 valid_0's l2: 1369.04
[99] valid_0's poisson: -97.8788 valid_0's l2: 1362.42
[100] valid_0's poisson: -97.9436 valid_0's l2: 1356.02
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3554 valid_0's l2: 2287.16
[2] valid_0's poisson: -87.5383 valid_0's l2: 2273.8
[3] valid_0's poisson: -87.7182 valid_0's l2: 2260.55
[4] valid_0's poisson: -87.8957 valid_0's l2: 2247.38
[5] valid_0's poisson: -88.0715 valid_0's l2: 2234.24
[6] valid_0's poisson: -88.2433 valid_0's l2: 2221.29
[7] valid_0's poisson: -88.4135 valid_0's l2: 2208.37
[8] valid_0's poisson: -88.5801 valid_0's l2: 2195.63
[9] valid_0's poisson: -88.7424 valid_0's l2: 2183.14
[10] valid_0's poisson: -88.9024 valid_0's l2: 2170.76
[11] valid_0's poisson: -89.0601 valid_0's l2: 2158.46
[12] valid_0's poisson: -89.2175 valid_0's l2: 2146.1
[13] valid_0's poisson: -89.3714 valid_0's l2: 2133.95
[14] valid_0's poisson: -89.5232 valid_0's l2: 2121.91
[15] valid_0's poisson: -89.6726 valid_0's l2: 2109.97
[16] valid_0's poisson: -89.8212 valid_0's l2: 2098.03
[17] valid_0's poisson: -89.9675 valid_0's l2: 2086.2
[18] valid_0's poisson: -90.1128 valid_0's l2: 2074.38
[19] valid_0's poisson: -90.2546 valid_0's l2: 2062.8
[20] valid_0's poisson: -90.3955 valid_0's l2: 2051.22
[21] valid_0's poisson: -90.5342 valid_0's l2: 2039.75
[22] valid_0's poisson: -90.6715 valid_0's l2: 2028.36
[23] valid_0's poisson: -90.8078 valid_0's l2: 2016.98
[24] valid_0's poisson: -90.9408 valid_0's l2: 2005.83
[25] valid_0's poisson: -91.0764 valid_0's l2: 1994.44
[26] valid_0's poisson: -91.207 valid_0's l2: 1983.38
[27] valid_0's poisson: -91.3393 valid_0's l2: 1972.16
[28] valid_0's poisson: -91.4676 valid_0's l2: 1961.2
[29] valid_0's poisson: -91.5966 valid_0's l2: 1950.14
[30] valid_0's poisson: -91.7216 valid_0's l2: 1939.36
[31] valid_0's poisson: -91.8476 valid_0's l2: 1928.47
[32] valid_0's poisson: -91.9685 valid_0's l2: 1917.97
[33] valid_0's poisson: -92.0918 valid_0's l2: 1907.23
[34] valid_0's poisson: -92.2116 valid_0's l2: 1896.75
[35] valid_0's poisson: -92.3318 valid_0's l2: 1886.18
[36] valid_0's poisson: -92.4496 valid_0's l2: 1875.78
[37] valid_0's poisson: -92.5668 valid_0's l2: 1865.41
[38] valid_0's poisson: -92.6812 valid_0's l2: 1855.24
[39] valid_0's poisson: -92.7944 valid_0's l2: 1845.15
[40] valid_0's poisson: -92.9082 valid_0's l2: 1834.96
[41] valid_0's poisson: -93.0209 valid_0's l2: 1824.84
[42] valid_0's poisson: -93.1298 valid_0's l2: 1815.05
[43] valid_0's poisson: -93.2398 valid_0's l2: 1805.1
[44] valid_0's poisson: -93.3474 valid_0's l2: 1795.35
[45] valid_0's poisson: -93.455 valid_0's l2: 1785.56
[46] valid_0's poisson: -93.5597 valid_0's l2: 1776.01
[47] valid_0's poisson: -93.6653 valid_0's l2: 1766.34
[48] valid_0's poisson: -93.7674 valid_0's l2: 1756.99
[49] valid_0's poisson: -93.8697 valid_0's l2: 1747.6
[50] valid_0's poisson: -93.9721 valid_0's l2: 1738.14
[51] valid_0's poisson: -94.073 valid_0's l2: 1728.8
[52] valid_0's poisson: -94.1729 valid_0's l2: 1719.52
[53] valid_0's poisson: -94.272 valid_0's l2: 1710.29
[54] valid_0's poisson: -94.3693 valid_0's l2: 1701.23
[55] valid_0's poisson: -94.4657 valid_0's l2: 1692.21
[56] valid_0's poisson: -94.5613 valid_0's l2: 1683.25
[57] valid_0's poisson: -94.6561 valid_0's l2: 1674.35
[58] valid_0's poisson: -94.7487 valid_0's l2: 1665.66
[59] valid_0's poisson: -94.8412 valid_0's l2: 1656.95
[60] valid_0's poisson: -94.9332 valid_0's l2: 1648.24
[61] valid_0's poisson: -95.0244 valid_0's l2: 1639.6
[62] valid_0's poisson: -95.1147 valid_0's l2: 1631.02
[63] valid_0's poisson: -95.203 valid_0's l2: 1622.65
[64] valid_0's poisson: -95.2914 valid_0's l2: 1614.24
[65] valid_0's poisson: -95.3793 valid_0's l2: 1605.82
[66] valid_0's poisson: -95.4663 valid_0's l2: 1597.49
[67] valid_0's poisson: -95.552 valid_0's l2: 1589.27
[68] valid_0's poisson: -95.6376 valid_0's l2: 1581.03
[69] valid_0's poisson: -95.7216 valid_0's l2: 1572.95
[70] valid_0's poisson: -95.8052 valid_0's l2: 1564.9
[71] valid_0's poisson: -95.8878 valid_0's l2: 1556.92
[72] valid_0's poisson: -95.9692 valid_0's l2: 1549.09
[73] valid_0's poisson: -96.0507 valid_0's l2: 1541.18
[74] valid_0's poisson: -96.131 valid_0's l2: 1533.39
[75] valid_0's poisson: -96.2115 valid_0's l2: 1525.58
[76] valid_0's poisson: -96.2907 valid_0's l2: 1517.88
[77] valid_0's poisson: -96.369 valid_0's l2: 1510.26
[78] valid_0's poisson: -96.446 valid_0's l2: 1502.78
[79] valid_0's poisson: -96.5229 valid_0's l2: 1495.28
[80] valid_0's poisson: -96.6 valid_0's l2: 1487.71
[81] valid_0's poisson: -96.676 valid_0's l2: 1480.28
[82] valid_0's poisson: -96.7515 valid_0's l2: 1472.88
[83] valid_0's poisson: -96.8258 valid_0's l2: 1465.6
[84] valid_0's poisson: -96.8996 valid_0's l2: 1458.32
[85] valid_0's poisson: -96.9723 valid_0's l2: 1451.21
[86] valid_0's poisson: -97.0452 valid_0's l2: 1444.01
[87] valid_0's poisson: -97.1175 valid_0's l2: 1436.9
[88] valid_0's poisson: -97.1897 valid_0's l2: 1429.82
[89] valid_0's poisson: -97.261 valid_0's l2: 1422.74
[90] valid_0's poisson: -97.3316 valid_0's l2: 1415.72
[91] valid_0's poisson: -97.4013 valid_0's l2: 1408.83
[92] valid_0's poisson: -97.4696 valid_0's l2: 1402.08
[93] valid_0's poisson: -97.5389 valid_0's l2: 1395.26
[94] valid_0's poisson: -97.6074 valid_0's l2: 1388.44
[95] valid_0's poisson: -97.6756 valid_0's l2: 1381.61
[96] valid_0's poisson: -97.7429 valid_0's l2: 1374.94
[97] valid_0's poisson: -97.8097 valid_0's l2: 1368.26
[98] valid_0's poisson: -97.8761 valid_0's l2: 1361.68
[99] valid_0's poisson: -97.9419 valid_0's l2: 1355.08
[100] valid_0's poisson: -98.006 valid_0's l2: 1348.72
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3632 valid_0's l2: 2286.65
[2] valid_0's poisson: -87.5474 valid_0's l2: 2273.25
[3] valid_0's poisson: -87.7286 valid_0's l2: 2259.96
[4] valid_0's poisson: -87.9069 valid_0's l2: 2246.78
[5] valid_0's poisson: -88.0825 valid_0's l2: 2233.69
[6] valid_0's poisson: -88.2537 valid_0's l2: 2220.85
[7] valid_0's poisson: -88.4246 valid_0's l2: 2207.92
[8] valid_0's poisson: -88.5909 valid_0's l2: 2195.27
[9] valid_0's poisson: -88.7565 valid_0's l2: 2182.57
[10] valid_0's poisson: -88.918 valid_0's l2: 2170.1
[11] valid_0's poisson: -89.0794 valid_0's l2: 2157.55
[12] valid_0's poisson: -89.2366 valid_0's l2: 2145.27
[13] valid_0's poisson: -89.3937 valid_0's l2: 2132.89
[14] valid_0's poisson: -89.5481 valid_0's l2: 2120.65
[15] valid_0's poisson: -89.6988 valid_0's l2: 2108.65
[16] valid_0's poisson: -89.8475 valid_0's l2: 2096.74
[17] valid_0's poisson: -89.9959 valid_0's l2: 2084.78
[18] valid_0's poisson: -90.1426 valid_0's l2: 2072.87
[19] valid_0's poisson: -90.2872 valid_0's l2: 2061.08
[20] valid_0's poisson: -90.4298 valid_0's l2: 2049.38
[21] valid_0's poisson: -90.5692 valid_0's l2: 2037.9
[22] valid_0's poisson: -90.7089 valid_0's l2: 2026.33
[23] valid_0's poisson: -90.8463 valid_0's l2: 2014.88
[24] valid_0's poisson: -90.9825 valid_0's l2: 2003.47
[25] valid_0's poisson: -91.1167 valid_0's l2: 1992.19
[26] valid_0's poisson: -91.2491 valid_0's l2: 1981.01
[27] valid_0's poisson: -91.3787 valid_0's l2: 1970.02
[28] valid_0's poisson: -91.5079 valid_0's l2: 1958.99
[29] valid_0's poisson: -91.6357 valid_0's l2: 1948.04
[30] valid_0's poisson: -91.7621 valid_0's l2: 1937.16
[31] valid_0's poisson: -91.8872 valid_0's l2: 1926.36
[32] valid_0's poisson: -92.0105 valid_0's l2: 1915.66
[33] valid_0's poisson: -92.1312 valid_0's l2: 1905.16
[34] valid_0's poisson: -92.2519 valid_0's l2: 1894.6
[35] valid_0's poisson: -92.3715 valid_0's l2: 1884.08
[36] valid_0's poisson: -92.4895 valid_0's l2: 1873.68
[37] valid_0's poisson: -92.6059 valid_0's l2: 1863.37
[38] valid_0's poisson: -92.7215 valid_0's l2: 1853.11
[39] valid_0's poisson: -92.8349 valid_0's l2: 1843
[40] valid_0's poisson: -92.9479 valid_0's l2: 1832.89
[41] valid_0's poisson: -93.0599 valid_0's l2: 1822.82
[42] valid_0's poisson: -93.1706 valid_0's l2: 1812.83
[43] valid_0's poisson: -93.28 valid_0's l2: 1802.95
[44] valid_0's poisson: -93.3884 valid_0's l2: 1793.11
[45] valid_0's poisson: -93.4956 valid_0's l2: 1783.33
[46] valid_0's poisson: -93.6012 valid_0's l2: 1773.68
[47] valid_0's poisson: -93.7058 valid_0's l2: 1764.08
[48] valid_0's poisson: -93.8097 valid_0's l2: 1754.56
[49] valid_0's poisson: -93.9119 valid_0's l2: 1745.14
[50] valid_0's poisson: -94.0133 valid_0's l2: 1735.74
[51] valid_0's poisson: -94.1135 valid_0's l2: 1726.45
[52] valid_0's poisson: -94.2132 valid_0's l2: 1717.2
[53] valid_0's poisson: -94.3115 valid_0's l2: 1708.03
[54] valid_0's poisson: -94.4084 valid_0's l2: 1698.96
[55] valid_0's poisson: -94.5047 valid_0's l2: 1689.92
[56] valid_0's poisson: -94.6009 valid_0's l2: 1680.93
[57] valid_0's poisson: -94.6949 valid_0's l2: 1672.06
[58] valid_0's poisson: -94.7883 valid_0's l2: 1663.23
[59] valid_0's poisson: -94.8806 valid_0's l2: 1654.51
[60] valid_0's poisson: -94.973 valid_0's l2: 1645.77
[61] valid_0's poisson: -95.0635 valid_0's l2: 1637.16
[62] valid_0's poisson: -95.1533 valid_0's l2: 1628.58
[63] valid_0's poisson: -95.242 valid_0's l2: 1620.08
[64] valid_0's poisson: -95.3287 valid_0's l2: 1611.78
[65] valid_0's poisson: -95.4167 valid_0's l2: 1603.38
[66] valid_0's poisson: -95.5016 valid_0's l2: 1595.24
[67] valid_0's poisson: -95.5859 valid_0's l2: 1587.13
[68] valid_0's poisson: -95.6692 valid_0's l2: 1579.09
[69] valid_0's poisson: -95.7543 valid_0's l2: 1570.92
[70] valid_0's poisson: -95.836 valid_0's l2: 1563.02
[71] valid_0's poisson: -95.917 valid_0's l2: 1555.18
[72] valid_0's poisson: -95.9972 valid_0's l2: 1547.4
[73] valid_0's poisson: -96.0793 valid_0's l2: 1539.46
[74] valid_0's poisson: -96.1581 valid_0's l2: 1531.78
[75] valid_0's poisson: -96.2361 valid_0's l2: 1524.18
[76] valid_0's poisson: -96.3136 valid_0's l2: 1516.62
[77] valid_0's poisson: -96.3901 valid_0's l2: 1509.14
[78] valid_0's poisson: -96.4691 valid_0's l2: 1501.46
[79] valid_0's poisson: -96.545 valid_0's l2: 1494.03
[80] valid_0's poisson: -96.6194 valid_0's l2: 1486.71
[81] valid_0's poisson: -96.6966 valid_0's l2: 1479.19
[82] valid_0's poisson: -96.7711 valid_0's l2: 1471.85
[83] valid_0's poisson: -96.8452 valid_0's l2: 1464.55
[84] valid_0's poisson: -96.9205 valid_0's l2: 1457.19
[85] valid_0's poisson: -96.9923 valid_0's l2: 1450.11
[86] valid_0's poisson: -97.0644 valid_0's l2: 1442.98
[87] valid_0's poisson: -97.1379 valid_0's l2: 1435.77
[88] valid_0's poisson: -97.2087 valid_0's l2: 1428.75
[89] valid_0's poisson: -97.279 valid_0's l2: 1421.78
[90] valid_0's poisson: -97.3507 valid_0's l2: 1414.72
[91] valid_0's poisson: -97.4187 valid_0's l2: 1408.04
[92] valid_0's poisson: -97.4874 valid_0's l2: 1401.18
[93] valid_0's poisson: -97.5573 valid_0's l2: 1394.28
[94] valid_0's poisson: -97.6242 valid_0's l2: 1387.69
[95] valid_0's poisson: -97.6911 valid_0's l2: 1381
[96] valid_0's poisson: -97.7588 valid_0's l2: 1374.3
[97] valid_0's poisson: -97.8239 valid_0's l2: 1367.87
[98] valid_0's poisson: -97.8897 valid_0's l2: 1361.28
[99] valid_0's poisson: -97.9542 valid_0's l2: 1354.79
[100] valid_0's poisson: -98.0205 valid_0's l2: 1348.22
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.348 valid_0's l2: 2287.65
[2] valid_0's poisson: -87.5295 valid_0's l2: 2274.35
[3] valid_0's poisson: -87.708 valid_0's l2: 2261.17
[4] valid_0's poisson: -87.8839 valid_0's l2: 2248.08
[5] valid_0's poisson: -88.057 valid_0's l2: 2235.1
[6] valid_0's poisson: -88.2275 valid_0's l2: 2222.22
[7] valid_0's poisson: -88.3954 valid_0's l2: 2209.44
[8] valid_0's poisson: -88.5608 valid_0's l2: 2196.76
[9] valid_0's poisson: -88.724 valid_0's l2: 2184.17
[10] valid_0's poisson: -88.8846 valid_0's l2: 2171.69
[11] valid_0's poisson: -89.043 valid_0's l2: 2159.29
[12] valid_0's poisson: -89.1991 valid_0's l2: 2147.01
[13] valid_0's poisson: -89.3531 valid_0's l2: 2134.81
[14] valid_0's poisson: -89.505 valid_0's l2: 2122.71
[15] valid_0's poisson: -89.6544 valid_0's l2: 2110.75
[16] valid_0's poisson: -89.8017 valid_0's l2: 2098.87
[17] valid_0's poisson: -89.947 valid_0's l2: 2087.1
[18] valid_0's poisson: -90.0907 valid_0's l2: 2075.41
[19] valid_0's poisson: -90.2323 valid_0's l2: 2063.81
[20] valid_0's poisson: -90.3722 valid_0's l2: 2052.3
[21] valid_0's poisson: -90.5101 valid_0's l2: 2040.88
[22] valid_0's poisson: -90.6462 valid_0's l2: 2029.56
[23] valid_0's poisson: -90.7808 valid_0's l2: 2018.32
[24] valid_0's poisson: -90.9138 valid_0's l2: 2007.16
[25] valid_0's poisson: -91.0449 valid_0's l2: 1996.1
[26] valid_0's poisson: -91.1747 valid_0's l2: 1985.11
[27] valid_0's poisson: -91.3038 valid_0's l2: 1974.14
[28] valid_0's poisson: -91.4303 valid_0's l2: 1963.33
[29] valid_0's poisson: -91.5554 valid_0's l2: 1952.6
[30] valid_0's poisson: -91.6784 valid_0's l2: 1941.99
[31] valid_0's poisson: -91.8007 valid_0's l2: 1931.42
[32] valid_0's poisson: -91.9215 valid_0's l2: 1920.94
[33] valid_0's poisson: -92.0419 valid_0's l2: 1910.46
[34] valid_0's poisson: -92.1596 valid_0's l2: 1900.16
[35] valid_0's poisson: -92.2757 valid_0's l2: 1889.96
[36] valid_0's poisson: -92.3911 valid_0's l2: 1879.8
[37] valid_0's poisson: -92.5052 valid_0's l2: 1869.71
[38] valid_0's poisson: -92.6183 valid_0's l2: 1859.68
[39] valid_0's poisson: -92.7313 valid_0's l2: 1849.64
[40] valid_0's poisson: -92.8428 valid_0's l2: 1839.7
[41] valid_0's poisson: -92.9526 valid_0's l2: 1829.86
[42] valid_0's poisson: -93.0612 valid_0's l2: 1820.1
[43] valid_0's poisson: -93.1683 valid_0's l2: 1810.45
[44] valid_0's poisson: -93.2738 valid_0's l2: 1800.91
[45] valid_0's poisson: -93.3791 valid_0's l2: 1791.37
[46] valid_0's poisson: -93.4845 valid_0's l2: 1781.81
[47] valid_0's poisson: -93.5877 valid_0's l2: 1772.41
[48] valid_0's poisson: -93.6902 valid_0's l2: 1763.02
[49] valid_0's poisson: -93.7915 valid_0's l2: 1753.75
[50] valid_0's poisson: -93.8918 valid_0's l2: 1744.51
[51] valid_0's poisson: -93.9911 valid_0's l2: 1735.38
[52] valid_0's poisson: -94.09 valid_0's l2: 1726.24
[53] valid_0's poisson: -94.1878 valid_0's l2: 1717.2
[54] valid_0's poisson: -94.2845 valid_0's l2: 1708.24
[55] valid_0's poisson: -94.3824 valid_0's l2: 1699.16
[56] valid_0's poisson: -94.479 valid_0's l2: 1690.16
[57] valid_0's poisson: -94.5725 valid_0's l2: 1681.4
[58] valid_0's poisson: -94.6675 valid_0's l2: 1672.52
[59] valid_0's poisson: -94.7612 valid_0's l2: 1663.73
[60] valid_0's poisson: -94.8539 valid_0's l2: 1655.01
[61] valid_0's poisson: -94.9457 valid_0's l2: 1646.36
[62] valid_0's poisson: -95.0358 valid_0's l2: 1637.85
[63] valid_0's poisson: -95.1257 valid_0's l2: 1629.35
[64] valid_0's poisson: -95.2148 valid_0's l2: 1620.89
[65] valid_0's poisson: -95.3029 valid_0's l2: 1612.5
[66] valid_0's poisson: -95.3898 valid_0's l2: 1604.24
[67] valid_0's poisson: -95.4763 valid_0's l2: 1595.98
[68] valid_0's poisson: -95.5619 valid_0's l2: 1587.77
[69] valid_0's poisson: -95.6468 valid_0's l2: 1579.64
[70] valid_0's poisson: -95.7302 valid_0's l2: 1571.65
[71] valid_0's poisson: -95.8134 valid_0's l2: 1563.63
[72] valid_0's poisson: -95.8965 valid_0's l2: 1555.63
[73] valid_0's poisson: -95.9793 valid_0's l2: 1547.63
[74] valid_0's poisson: -96.0602 valid_0's l2: 1539.83
[75] valid_0's poisson: -96.1418 valid_0's l2: 1531.91
[76] valid_0's poisson: -96.2223 valid_0's l2: 1524.1
[77] valid_0's poisson: -96.3017 valid_0's l2: 1516.38
[78] valid_0's poisson: -96.3797 valid_0's l2: 1508.81
[79] valid_0's poisson: -96.4581 valid_0's l2: 1501.16
[80] valid_0's poisson: -96.5354 valid_0's l2: 1493.58
[81] valid_0's poisson: -96.612 valid_0's l2: 1486.06
[82] valid_0's poisson: -96.688 valid_0's l2: 1478.6
[83] valid_0's poisson: -96.7628 valid_0's l2: 1471.3
[84] valid_0's poisson: -96.8369 valid_0's l2: 1464
[85] valid_0's poisson: -96.9108 valid_0's l2: 1456.74
[86] valid_0's poisson: -96.9837 valid_0's l2: 1449.52
[87] valid_0's poisson: -97.0562 valid_0's l2: 1442.42
[88] valid_0's poisson: -97.1281 valid_0's l2: 1435.3
[89] valid_0's poisson: -97.1996 valid_0's l2: 1428.21
[90] valid_0's poisson: -97.2699 valid_0's l2: 1421.22
[91] valid_0's poisson: -97.3398 valid_0's l2: 1414.36
[92] valid_0's poisson: -97.4093 valid_0's l2: 1407.45
[93] valid_0's poisson: -97.4778 valid_0's l2: 1400.61
[94] valid_0's poisson: -97.5458 valid_0's l2: 1393.86
[95] valid_0's poisson: -97.6125 valid_0's l2: 1387.17
[96] valid_0's poisson: -97.6801 valid_0's l2: 1380.52
[97] valid_0's poisson: -97.7471 valid_0's l2: 1373.82
[98] valid_0's poisson: -97.8127 valid_0's l2: 1367.23
[99] valid_0's poisson: -97.8777 valid_0's l2: 1360.69
[100] valid_0's poisson: -97.9439 valid_0's l2: 1354.11
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5343 valid_0's l2: 2274.34
[2] valid_0's poisson: -87.8825 valid_0's l2: 2249.19
[3] valid_0's poisson: -88.2187 valid_0's l2: 2224.84
[4] valid_0's poisson: -88.5461 valid_0's l2: 2201.05
[5] valid_0's poisson: -88.8623 valid_0's l2: 2178.01
[6] valid_0's poisson: -89.1665 valid_0's l2: 2155.85
[7] valid_0's poisson: -89.4831 valid_0's l2: 2131.98
[8] valid_0's poisson: -89.7708 valid_0's l2: 2110.61
[9] valid_0's poisson: -90.0659 valid_0's l2: 2087.85
[10] valid_0's poisson: -90.3485 valid_0's l2: 2065.78
[11] valid_0's poisson: -90.6248 valid_0's l2: 2045.24
[12] valid_0's poisson: -90.89 valid_0's l2: 2024.18
[13] valid_0's poisson: -91.1421 valid_0's l2: 2004.9
[14] valid_0's poisson: -91.3909 valid_0's l2: 1984.81
[15] valid_0's poisson: -91.6229 valid_0's l2: 1965.97
[16] valid_0's poisson: -91.8705 valid_0's l2: 1947.36
[17] valid_0's poisson: -92.0964 valid_0's l2: 1928.74
[18] valid_0's poisson: -92.3202 valid_0's l2: 1911.29
[19] valid_0's poisson: -92.5278 valid_0's l2: 1894.07
[20] valid_0's poisson: -92.7336 valid_0's l2: 1876.8
[21] valid_0's poisson: -92.9165 valid_0's l2: 1860.75
[22] valid_0's poisson: -93.1367 valid_0's l2: 1844.1
[23] valid_0's poisson: -93.3382 valid_0's l2: 1828.16
[24] valid_0's poisson: -93.5088 valid_0's l2: 1812.97
[25] valid_0's poisson: -93.7011 valid_0's l2: 1797.68
[26] valid_0's poisson: -93.8678 valid_0's l2: 1782.61
[27] valid_0's poisson: -94.0686 valid_0's l2: 1767.41
[28] valid_0's poisson: -94.2493 valid_0's l2: 1752.97
[29] valid_0's poisson: -94.4016 valid_0's l2: 1739.14
[30] valid_0's poisson: -94.5525 valid_0's l2: 1725.29
[31] valid_0's poisson: -94.7392 valid_0's l2: 1711.19
[32] valid_0's poisson: -94.9072 valid_0's l2: 1697.68
[33] valid_0's poisson: -95.0487 valid_0's l2: 1684.57
[34] valid_0's poisson: -95.2088 valid_0's l2: 1671.63
[35] valid_0's poisson: -95.3655 valid_0's l2: 1658.64
[36] valid_0's poisson: -95.5172 valid_0's l2: 1646.05
[37] valid_0's poisson: -95.6702 valid_0's l2: 1633.71
[38] valid_0's poisson: -95.8159 valid_0's l2: 1621.61
[39] valid_0's poisson: -95.938 valid_0's l2: 1610.22
[40] valid_0's poisson: -96.0826 valid_0's l2: 1598.51
[41] valid_0's poisson: -96.2018 valid_0's l2: 1587.2
[42] valid_0's poisson: -96.3406 valid_0's l2: 1575.97
[43] valid_0's poisson: -96.4554 valid_0's l2: 1565.09
[44] valid_0's poisson: -96.6053 valid_0's l2: 1553.94
[45] valid_0's poisson: -96.7366 valid_0's l2: 1543.32
[46] valid_0's poisson: -96.8636 valid_0's l2: 1532.78
[47] valid_0's poisson: -96.9878 valid_0's l2: 1522.51
[48] valid_0's poisson: -97.1118 valid_0's l2: 1512.64
[49] valid_0's poisson: -97.2118 valid_0's l2: 1503.14
[50] valid_0's poisson: -97.3111 valid_0's l2: 1493.61
[51] valid_0's poisson: -97.4292 valid_0's l2: 1484.23
[52] valid_0's poisson: -97.5439 valid_0's l2: 1474.78
[53] valid_0's poisson: -97.6736 valid_0's l2: 1464.93
[54] valid_0's poisson: -97.7645 valid_0's l2: 1456.28
[55] valid_0's poisson: -97.8755 valid_0's l2: 1447.49
[56] valid_0's poisson: -97.9648 valid_0's l2: 1438.9
[57] valid_0's poisson: -98.0884 valid_0's l2: 1429.56
[58] valid_0's poisson: -98.1908 valid_0's l2: 1420.93
[59] valid_0's poisson: -98.2946 valid_0's l2: 1412.73
[60] valid_0's poisson: -98.3945 valid_0's l2: 1404.53
[61] valid_0's poisson: -98.4733 valid_0's l2: 1396.9
[62] valid_0's poisson: -98.5881 valid_0's l2: 1388.25
[63] valid_0's poisson: -98.6679 valid_0's l2: 1380.56
[64] valid_0's poisson: -98.7644 valid_0's l2: 1372.96
[65] valid_0's poisson: -98.8581 valid_0's l2: 1365.34
[66] valid_0's poisson: -98.933 valid_0's l2: 1358.08
[67] valid_0's poisson: -99.0253 valid_0's l2: 1350.85
[68] valid_0's poisson: -99.1113 valid_0's l2: 1343.76
[69] valid_0's poisson: -99.2163 valid_0's l2: 1335.88
[70] valid_0's poisson: -99.2861 valid_0's l2: 1329.25
[71] valid_0's poisson: -99.3728 valid_0's l2: 1322.48
[72] valid_0's poisson: -99.4557 valid_0's l2: 1315.78
[73] valid_0's poisson: -99.5225 valid_0's l2: 1309.32
[74] valid_0's poisson: -99.6208 valid_0's l2: 1302.01
[75] valid_0's poisson: -99.7153 valid_0's l2: 1294.65
[76] valid_0's poisson: -99.7777 valid_0's l2: 1288.56
[77] valid_0's poisson: -99.8688 valid_0's l2: 1281.44
[78] valid_0's poisson: -99.9622 valid_0's l2: 1274.47
[79] valid_0's poisson: -100.037 valid_0's l2: 1267.72
[80] valid_0's poisson: -100.127 valid_0's l2: 1261.13
[81] valid_0's poisson: -100.185 valid_0's l2: 1255.39
[82] valid_0's poisson: -100.262 valid_0's l2: 1248.93
[83] valid_0's poisson: -100.336 valid_0's l2: 1243.09
[84] valid_0's poisson: -100.398 valid_0's l2: 1237.08
[85] valid_0's poisson: -100.466 valid_0's l2: 1230.85
[86] valid_0's poisson: -100.55 valid_0's l2: 1224.64
[87] valid_0's poisson: -100.622 valid_0's l2: 1218.94
[88] valid_0's poisson: -100.68 valid_0's l2: 1213.23
[89] valid_0's poisson: -100.745 valid_0's l2: 1207.37
[90] valid_0's poisson: -100.824 valid_0's l2: 1201.58
[91] valid_0's poisson: -100.891 valid_0's l2: 1195.88
[92] valid_0's poisson: -100.955 valid_0's l2: 1190.38
[93] valid_0's poisson: -101.016 valid_0's l2: 1184.9
[94] valid_0's poisson: -101.076 valid_0's l2: 1179.5
[95] valid_0's poisson: -101.139 valid_0's l2: 1174.13
[96] valid_0's poisson: -101.199 valid_0's l2: 1169.01
[97] valid_0's poisson: -101.256 valid_0's l2: 1163.88
[98] valid_0's poisson: -101.312 valid_0's l2: 1158.77
[99] valid_0's poisson: -101.371 valid_0's l2: 1153.72
[100] valid_0's poisson: -101.427 valid_0's l2: 1148.94
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5432 valid_0's l2: 2273.51
[2] valid_0's poisson: -87.9104 valid_0's l2: 2246.84
[3] valid_0's poisson: -88.2534 valid_0's l2: 2221.33
[4] valid_0's poisson: -88.5965 valid_0's l2: 2196.17
[5] valid_0's poisson: -88.9162 valid_0's l2: 2171.87
[6] valid_0's poisson: -89.2399 valid_0's l2: 2147.92
[7] valid_0's poisson: -89.5387 valid_0's l2: 2124.78
[8] valid_0's poisson: -89.847 valid_0's l2: 2101.77
[9] valid_0's poisson: -90.1269 valid_0's l2: 2079.72
[10] valid_0's poisson: -90.4166 valid_0's l2: 2058.02
[11] valid_0's poisson: -90.6968 valid_0's l2: 2037.01
[12] valid_0's poisson: -90.9535 valid_0's l2: 2016.36
[13] valid_0's poisson: -91.2076 valid_0's l2: 1996.77
[14] valid_0's poisson: -91.4487 valid_0's l2: 1977.08
[15] valid_0's poisson: -91.6812 valid_0's l2: 1957.98
[16] valid_0's poisson: -91.9323 valid_0's l2: 1938.97
[17] valid_0's poisson: -92.1509 valid_0's l2: 1920.76
[18] valid_0's poisson: -92.3766 valid_0's l2: 1903.06
[19] valid_0's poisson: -92.5834 valid_0's l2: 1885.69
[20] valid_0's poisson: -92.77 valid_0's l2: 1869.15
[21] valid_0's poisson: -92.997 valid_0's l2: 1851.88
[22] valid_0's poisson: -93.2041 valid_0's l2: 1835.45
[23] valid_0's poisson: -93.3778 valid_0's l2: 1819.8
[24] valid_0's poisson: -93.5925 valid_0's l2: 1803.37
[25] valid_0's poisson: -93.7568 valid_0's l2: 1788.44
[26] valid_0's poisson: -93.9487 valid_0's l2: 1773.07
[27] valid_0's poisson: -94.1271 valid_0's l2: 1758.23
[28] valid_0's poisson: -94.3109 valid_0's l2: 1743.48
[29] valid_0's poisson: -94.4601 valid_0's l2: 1729.83
[30] valid_0's poisson: -94.6358 valid_0's l2: 1715.68
[31] valid_0's poisson: -94.7799 valid_0's l2: 1702.3
[32] valid_0's poisson: -94.9646 valid_0's l2: 1688.26
[33] valid_0's poisson: -95.1228 valid_0's l2: 1675.01
[34] valid_0's poisson: -95.2867 valid_0's l2: 1661.76
[35] valid_0's poisson: -95.4174 valid_0's l2: 1649.6
[36] valid_0's poisson: -95.5738 valid_0's l2: 1636.91
[37] valid_0's poisson: -95.7003 valid_0's l2: 1624.99
[38] valid_0's poisson: -95.851 valid_0's l2: 1612.79
[39] valid_0's poisson: -95.9951 valid_0's l2: 1600.82
[40] valid_0's poisson: -96.1343 valid_0's l2: 1589.15
[41] valid_0's poisson: -96.2907 valid_0's l2: 1577.42
[42] valid_0's poisson: -96.404 valid_0's l2: 1566.76
[43] valid_0's poisson: -96.5434 valid_0's l2: 1555.44
[44] valid_0's poisson: -96.6524 valid_0's l2: 1545.03
[45] valid_0's poisson: -96.7862 valid_0's l2: 1534.17
[46] valid_0's poisson: -96.9116 valid_0's l2: 1523.8
[47] valid_0's poisson: -97.0403 valid_0's l2: 1513.36
[48] valid_0's poisson: -97.1614 valid_0's l2: 1503.27
[49] valid_0's poisson: -97.2595 valid_0's l2: 1493.95
[50] valid_0's poisson: -97.3812 valid_0's l2: 1484.28
[51] valid_0's poisson: -97.4764 valid_0's l2: 1475.13
[52] valid_0's poisson: -97.6071 valid_0's l2: 1465.62
[53] valid_0's poisson: -97.724 valid_0's l2: 1456.2
[54] valid_0's poisson: -97.8333 valid_0's l2: 1447.15
[55] valid_0's poisson: -97.9398 valid_0's l2: 1438.45
[56] valid_0's poisson: -98.051 valid_0's l2: 1429.5
[57] valid_0's poisson: -98.1356 valid_0's l2: 1421.43
[58] valid_0's poisson: -98.2418 valid_0's l2: 1413.06
[59] valid_0's poisson: -98.3417 valid_0's l2: 1404.84
[60] valid_0's poisson: -98.422 valid_0's l2: 1397.08
[61] valid_0's poisson: -98.5235 valid_0's l2: 1389.12
[62] valid_0's poisson: -98.6157 valid_0's l2: 1381.43
[63] valid_0's poisson: -98.7313 valid_0's l2: 1372.66
[64] valid_0's poisson: -98.8064 valid_0's l2: 1365.5
[65] valid_0's poisson: -98.9016 valid_0's l2: 1358.05
[66] valid_0's poisson: -98.9914 valid_0's l2: 1350.86
[67] valid_0's poisson: -99.062 valid_0's l2: 1343.96
[68] valid_0's poisson: -99.171 valid_0's l2: 1335.72
[69] valid_0's poisson: -99.2403 valid_0's l2: 1329.04
[70] valid_0's poisson: -99.3461 valid_0's l2: 1321.08
[71] valid_0's poisson: -99.4373 valid_0's l2: 1313.32
[72] valid_0's poisson: -99.5389 valid_0's l2: 1305.7
[73] valid_0's poisson: -99.6041 valid_0's l2: 1299.34
[74] valid_0's poisson: -99.6908 valid_0's l2: 1291.97
[75] valid_0's poisson: -99.7742 valid_0's l2: 1285.46
[76] valid_0's poisson: -99.8575 valid_0's l2: 1278.35
[77] valid_0's poisson: -99.9195 valid_0's l2: 1272.52
[78] valid_0's poisson: -99.9995 valid_0's l2: 1265.7
[79] valid_0's poisson: -100.093 valid_0's l2: 1258.71
[80] valid_0's poisson: -100.17 valid_0's l2: 1252.18
[81] valid_0's poisson: -100.248 valid_0's l2: 1245.93
[82] valid_0's poisson: -100.312 valid_0's l2: 1239.69
[83] valid_0's poisson: -100.381 valid_0's l2: 1233.4
[84] valid_0's poisson: -100.452 valid_0's l2: 1227.61
[85] valid_0's poisson: -100.513 valid_0's l2: 1221.67
[86] valid_0's poisson: -100.579 valid_0's l2: 1215.64
[87] valid_0's poisson: -100.664 valid_0's l2: 1209.36
[88] valid_0's poisson: -100.748 valid_0's l2: 1203.19
[89] valid_0's poisson: -100.806 valid_0's l2: 1197.52
[90] valid_0's poisson: -100.872 valid_0's l2: 1191.87
[91] valid_0's poisson: -100.94 valid_0's l2: 1186.14
[92] valid_0's poisson: -101 valid_0's l2: 1180.68
[93] valid_0's poisson: -101.059 valid_0's l2: 1175.3
[94] valid_0's poisson: -101.121 valid_0's l2: 1170.21
[95] valid_0's poisson: -101.181 valid_0's l2: 1165.01
[96] valid_0's poisson: -101.237 valid_0's l2: 1159.92
[97] valid_0's poisson: -101.293 valid_0's l2: 1154.85
[98] valid_0's poisson: -101.368 valid_0's l2: 1149.35
[99] valid_0's poisson: -101.428 valid_0's l2: 1144.26
[100] valid_0's poisson: -101.484 valid_0's l2: 1139.48
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5365 valid_0's l2: 2274.11
[2] valid_0's poisson: -87.8931 valid_0's l2: 2248.25
[3] valid_0's poisson: -88.2351 valid_0's l2: 2223.36
[4] valid_0's poisson: -88.571 valid_0's l2: 2198.71
[5] valid_0's poisson: -88.8825 valid_0's l2: 2175.8
[6] valid_0's poisson: -89.1986 valid_0's l2: 2152.56
[7] valid_0's poisson: -89.5176 valid_0's l2: 2128.24
[8] valid_0's poisson: -89.8028 valid_0's l2: 2106.85
[9] valid_0's poisson: -90.1 valid_0's l2: 2083.65
[10] valid_0's poisson: -90.3844 valid_0's l2: 2061.17
[11] valid_0's poisson: -90.6568 valid_0's l2: 2039.38
[12] valid_0's poisson: -90.9316 valid_0's l2: 2018.72
[13] valid_0's poisson: -91.1874 valid_0's l2: 1997.94
[14] valid_0's poisson: -91.4313 valid_0's l2: 1979.01
[15] valid_0's poisson: -91.6641 valid_0's l2: 1959.86
[16] valid_0's poisson: -91.8956 valid_0's l2: 1940.61
[17] valid_0's poisson: -92.1425 valid_0's l2: 1921.88
[18] valid_0's poisson: -92.354 valid_0's l2: 1904.15
[19] valid_0's poisson: -92.5709 valid_0's l2: 1887.03
[20] valid_0's poisson: -92.7617 valid_0's l2: 1870.19
[21] valid_0's poisson: -92.9893 valid_0's l2: 1852.86
[22] valid_0's poisson: -93.1855 valid_0's l2: 1836.03
[23] valid_0's poisson: -93.3844 valid_0's l2: 1820.15
[24] valid_0's poisson: -93.5567 valid_0's l2: 1804.63
[25] valid_0's poisson: -93.767 valid_0's l2: 1788.6
[26] valid_0's poisson: -93.9345 valid_0's l2: 1773.26
[27] valid_0's poisson: -94.1187 valid_0's l2: 1758.43
[28] valid_0's poisson: -94.2744 valid_0's l2: 1744.18
[29] valid_0's poisson: -94.4505 valid_0's l2: 1729.95
[30] valid_0's poisson: -94.6029 valid_0's l2: 1715.79
[31] valid_0's poisson: -94.7925 valid_0's l2: 1701.36
[32] valid_0's poisson: -94.9581 valid_0's l2: 1687.94
[33] valid_0's poisson: -95.1223 valid_0's l2: 1674.25
[34] valid_0's poisson: -95.2585 valid_0's l2: 1661.55
[35] valid_0's poisson: -95.4155 valid_0's l2: 1648.81
[36] valid_0's poisson: -95.5486 valid_0's l2: 1636.2
[37] valid_0's poisson: -95.7178 valid_0's l2: 1623.36
[38] valid_0's poisson: -95.8449 valid_0's l2: 1611.3
[39] valid_0's poisson: -95.9914 valid_0's l2: 1599.38
[40] valid_0's poisson: -96.1352 valid_0's l2: 1587.46
[41] valid_0's poisson: -96.2752 valid_0's l2: 1576.05
[42] valid_0's poisson: -96.4134 valid_0's l2: 1564.5
[43] valid_0's poisson: -96.5253 valid_0's l2: 1553.86
[44] valid_0's poisson: -96.657 valid_0's l2: 1543.3
[45] valid_0's poisson: -96.7669 valid_0's l2: 1532.71
[46] valid_0's poisson: -96.895 valid_0's l2: 1522.29
[47] valid_0's poisson: -97.0218 valid_0's l2: 1511.8
[48] valid_0's poisson: -97.145 valid_0's l2: 1501.8
[49] valid_0's poisson: -97.2675 valid_0's l2: 1491.6
[50] valid_0's poisson: -97.3652 valid_0's l2: 1482.25
[51] valid_0's poisson: -97.4997 valid_0's l2: 1472.32
[52] valid_0's poisson: -97.6159 valid_0's l2: 1462.93
[53] valid_0's poisson: -97.7103 valid_0's l2: 1453.77
[54] valid_0's poisson: -97.837 valid_0's l2: 1444.57
[55] valid_0's poisson: -97.927 valid_0's l2: 1435.82
[56] valid_0's poisson: -98.0535 valid_0's l2: 1426.16
[57] valid_0's poisson: -98.1569 valid_0's l2: 1417.5
[58] valid_0's poisson: -98.2616 valid_0's l2: 1409.18
[59] valid_0's poisson: -98.3459 valid_0's l2: 1401.17
[60] valid_0's poisson: -98.4649 valid_0's l2: 1392.1
[61] valid_0's poisson: -98.5654 valid_0's l2: 1383.96
[62] valid_0's poisson: -98.6454 valid_0's l2: 1376.17
[63] valid_0's poisson: -98.7594 valid_0's l2: 1367.53
[64] valid_0's poisson: -98.8346 valid_0's l2: 1360.14
[65] valid_0's poisson: -98.9293 valid_0's l2: 1352.66
[66] valid_0's poisson: -99.0041 valid_0's l2: 1345.4
[67] valid_0's poisson: -99.1128 valid_0's l2: 1337.21
[68] valid_0's poisson: -99.2009 valid_0's l2: 1329.83
[69] valid_0's poisson: -99.2895 valid_0's l2: 1322.85
[70] valid_0's poisson: -99.3759 valid_0's l2: 1315.81
[71] valid_0's poisson: -99.4418 valid_0's l2: 1309.42
[72] valid_0's poisson: -99.5263 valid_0's l2: 1302.8
[73] valid_0's poisson: -99.5933 valid_0's l2: 1296.34
[74] valid_0's poisson: -99.6925 valid_0's l2: 1288.88
[75] valid_0's poisson: -99.7742 valid_0's l2: 1282.42
[76] valid_0's poisson: -99.8691 valid_0's l2: 1275.34
[77] valid_0's poisson: -99.931 valid_0's l2: 1269.47
[78] valid_0's poisson: -100.015 valid_0's l2: 1262.29
[79] valid_0's poisson: -100.104 valid_0's l2: 1255.38
[80] valid_0's poisson: -100.194 valid_0's l2: 1248.63
[81] valid_0's poisson: -100.272 valid_0's l2: 1241.99
[82] valid_0's poisson: -100.347 valid_0's l2: 1235.6
[83] valid_0's poisson: -100.414 valid_0's l2: 1229.48
[84] valid_0's poisson: -100.484 valid_0's l2: 1223.08
[85] valid_0's poisson: -100.552 valid_0's l2: 1217.5
[86] valid_0's poisson: -100.62 valid_0's l2: 1211.35
[87] valid_0's poisson: -100.689 valid_0's l2: 1205.51
[88] valid_0's poisson: -100.756 valid_0's l2: 1199.69
[89] valid_0's poisson: -100.817 valid_0's l2: 1194.1
[90] valid_0's poisson: -100.891 valid_0's l2: 1188.48
[91] valid_0's poisson: -100.955 valid_0's l2: 1183
[92] valid_0's poisson: -101.018 valid_0's l2: 1177.51
[93] valid_0's poisson: -101.076 valid_0's l2: 1172.24
[94] valid_0's poisson: -101.136 valid_0's l2: 1166.77
[95] valid_0's poisson: -101.197 valid_0's l2: 1161.62
[96] valid_0's poisson: -101.257 valid_0's l2: 1156.46
[97] valid_0's poisson: -101.311 valid_0's l2: 1151.53
[98] valid_0's poisson: -101.368 valid_0's l2: 1146.34
[99] valid_0's poisson: -101.425 valid_0's l2: 1141.5
[100] valid_0's poisson: -101.49 valid_0's l2: 1136.62
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5422 valid_0's l2: 2273.8
[2] valid_0's poisson: -87.9006 valid_0's l2: 2247.83
[3] valid_0's poisson: -88.2494 valid_0's l2: 2222.5
[4] valid_0's poisson: -88.5871 valid_0's l2: 2197.43
[5] valid_0's poisson: -88.9157 valid_0's l2: 2173.32
[6] valid_0's poisson: -89.2305 valid_0's l2: 2149.43
[7] valid_0's poisson: -89.5389 valid_0's l2: 2126.67
[8] valid_0's poisson: -89.8334 valid_0's l2: 2103.89
[9] valid_0's poisson: -90.1136 valid_0's l2: 2082.76
[10] valid_0's poisson: -90.3795 valid_0's l2: 2061.84
[11] valid_0's poisson: -90.6445 valid_0's l2: 2040.73
[12] valid_0's poisson: -90.9196 valid_0's l2: 2020.11
[13] valid_0's poisson: -91.1687 valid_0's l2: 1999.98
[14] valid_0's poisson: -91.416 valid_0's l2: 1980.89
[15] valid_0's poisson: -91.6426 valid_0's l2: 1962.38
[16] valid_0's poisson: -91.8617 valid_0's l2: 1944.41
[17] valid_0's poisson: -92.1093 valid_0's l2: 1925.69
[18] valid_0's poisson: -92.3233 valid_0's l2: 1907.85
[19] valid_0's poisson: -92.5438 valid_0's l2: 1890.55
[20] valid_0's poisson: -92.7522 valid_0's l2: 1873.56
[21] valid_0's poisson: -92.9327 valid_0's l2: 1857.68
[22] valid_0's poisson: -93.1405 valid_0's l2: 1841.23
[23] valid_0's poisson: -93.3285 valid_0's l2: 1825.18
[24] valid_0's poisson: -93.5441 valid_0's l2: 1808.8
[25] valid_0's poisson: -93.73 valid_0's l2: 1793.45
[26] valid_0's poisson: -93.9216 valid_0's l2: 1778.18
[27] valid_0's poisson: -94.0789 valid_0's l2: 1763.96
[28] valid_0's poisson: -94.262 valid_0's l2: 1749.31
[29] valid_0's poisson: -94.4162 valid_0's l2: 1735.16
[30] valid_0's poisson: -94.6087 valid_0's l2: 1720.56
[31] valid_0's poisson: -94.7734 valid_0's l2: 1706.85
[32] valid_0's poisson: -94.9438 valid_0's l2: 1693.15
[33] valid_0's poisson: -95.0814 valid_0's l2: 1680.47
[34] valid_0's poisson: -95.2446 valid_0's l2: 1667.33
[35] valid_0's poisson: -95.3792 valid_0's l2: 1654.72
[36] valid_0's poisson: -95.5093 valid_0's l2: 1642.49
[37] valid_0's poisson: -95.6787 valid_0's l2: 1629.75
[38] valid_0's poisson: -95.8311 valid_0's l2: 1617.44
[39] valid_0's poisson: -95.9738 valid_0's l2: 1605.52
[40] valid_0's poisson: -96.1177 valid_0's l2: 1594.03
[41] valid_0's poisson: -96.255 valid_0's l2: 1582.57
[42] valid_0's poisson: -96.3887 valid_0's l2: 1571.54
[43] valid_0's poisson: -96.5281 valid_0's l2: 1560.29
[44] valid_0's poisson: -96.6373 valid_0's l2: 1549.96
[45] valid_0's poisson: -96.7711 valid_0's l2: 1539.16
[46] valid_0's poisson: -96.8786 valid_0's l2: 1528.87
[47] valid_0's poisson: -97.0016 valid_0's l2: 1518.76
[48] valid_0's poisson: -97.1284 valid_0's l2: 1508.51
[49] valid_0's poisson: -97.2459 valid_0's l2: 1498.72
[50] valid_0's poisson: -97.3437 valid_0's l2: 1489.48
[51] valid_0's poisson: -97.4635 valid_0's l2: 1479.97
[52] valid_0's poisson: -97.5585 valid_0's l2: 1470.82
[53] valid_0's poisson: -97.6748 valid_0's l2: 1461.45
[54] valid_0's poisson: -97.7833 valid_0's l2: 1452.46
[55] valid_0's poisson: -97.909 valid_0's l2: 1443.39
[56] valid_0's poisson: -97.9968 valid_0's l2: 1434.9
[57] valid_0's poisson: -98.1053 valid_0's l2: 1426.33
[58] valid_0's poisson: -98.2071 valid_0's l2: 1417.97
[59] valid_0's poisson: -98.3288 valid_0's l2: 1408.79
[60] valid_0's poisson: -98.4098 valid_0's l2: 1401.1
[61] valid_0's poisson: -98.5117 valid_0's l2: 1393.07
[62] valid_0's poisson: -98.591 valid_0's l2: 1385.41
[63] valid_0's poisson: -98.7063 valid_0's l2: 1376.72
[64] valid_0's poisson: -98.7998 valid_0's l2: 1369.23
[65] valid_0's poisson: -98.9108 valid_0's l2: 1360.9
[66] valid_0's poisson: -98.9829 valid_0's l2: 1353.83
[67] valid_0's poisson: -99.09 valid_0's l2: 1345.88
[68] valid_0's poisson: -99.1767 valid_0's l2: 1338.95
[69] valid_0's poisson: -99.2477 valid_0's l2: 1332.08
[70] valid_0's poisson: -99.3384 valid_0's l2: 1324.8
[71] valid_0's poisson: -99.4191 valid_0's l2: 1318.08
[72] valid_0's poisson: -99.5055 valid_0's l2: 1311.31
[73] valid_0's poisson: -99.571 valid_0's l2: 1305.1
[74] valid_0's poisson: -99.6701 valid_0's l2: 1297.72
[75] valid_0's poisson: -99.733 valid_0's l2: 1291.71
[76] valid_0's poisson: -99.8259 valid_0's l2: 1284.53
[77] valid_0's poisson: -99.9199 valid_0's l2: 1277.59
[78] valid_0's poisson: -99.9794 valid_0's l2: 1271.78
[79] valid_0's poisson: -100.055 valid_0's l2: 1264.93
[80] valid_0's poisson: -100.133 valid_0's l2: 1258.85
[81] valid_0's poisson: -100.197 valid_0's l2: 1252.67
[82] valid_0's poisson: -100.27 valid_0's l2: 1246.15
[83] valid_0's poisson: -100.358 valid_0's l2: 1239.6
[84] valid_0's poisson: -100.419 valid_0's l2: 1233.68
[85] valid_0's poisson: -100.493 valid_0's l2: 1227.45
[86] valid_0's poisson: -100.578 valid_0's l2: 1221.27
[87] valid_0's poisson: -100.644 valid_0's l2: 1215.27
[88] valid_0's poisson: -100.716 valid_0's l2: 1209.52
[89] valid_0's poisson: -100.773 valid_0's l2: 1203.94
[90] valid_0's poisson: -100.838 valid_0's l2: 1198.62
[91] valid_0's poisson: -100.901 valid_0's l2: 1192.92
[92] valid_0's poisson: -100.979 valid_0's l2: 1187.23
[93] valid_0's poisson: -101.033 valid_0's l2: 1181.94
[94] valid_0's poisson: -101.098 valid_0's l2: 1176.48
[95] valid_0's poisson: -101.163 valid_0's l2: 1171.3
[96] valid_0's poisson: -101.234 valid_0's l2: 1166.1
[97] valid_0's poisson: -101.291 valid_0's l2: 1160.93
[98] valid_0's poisson: -101.352 valid_0's l2: 1155.75
[99] valid_0's poisson: -101.411 valid_0's l2: 1150.74
[100] valid_0's poisson: -101.466 valid_0's l2: 1145.78
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5296 valid_0's l2: 2274.52
[2] valid_0's poisson: -87.8828 valid_0's l2: 2248.83
[3] valid_0's poisson: -88.2302 valid_0's l2: 2223.46
[4] valid_0's poisson: -88.5654 valid_0's l2: 2198.89
[5] valid_0's poisson: -88.8837 valid_0's l2: 2175.54
[6] valid_0's poisson: -89.2063 valid_0's l2: 2151.2
[7] valid_0's poisson: -89.5043 valid_0's l2: 2128.95
[8] valid_0's poisson: -89.8049 valid_0's l2: 2105.74
[9] valid_0's poisson: -90.0927 valid_0's l2: 2083.24
[10] valid_0's poisson: -90.365 valid_0's l2: 2062.46
[11] valid_0's poisson: -90.6344 valid_0's l2: 2041.01
[12] valid_0's poisson: -90.893 valid_0's l2: 2020.2
[13] valid_0's poisson: -91.1625 valid_0's l2: 1999.88
[14] valid_0's poisson: -91.4058 valid_0's l2: 1980.05
[15] valid_0's poisson: -91.6459 valid_0's l2: 1961.3
[16] valid_0's poisson: -91.8747 valid_0's l2: 1942.39
[17] valid_0's poisson: -92.0892 valid_0's l2: 1924.61
[18] valid_0's poisson: -92.332 valid_0's l2: 1906.18
[19] valid_0's poisson: -92.5406 valid_0's l2: 1888.65
[20] valid_0's poisson: -92.7545 valid_0's l2: 1871.69
[21] valid_0's poisson: -92.9377 valid_0's l2: 1855.55
[22] valid_0's poisson: -93.1616 valid_0's l2: 1838.5
[23] valid_0's poisson: -93.335 valid_0's l2: 1823.09
[24] valid_0's poisson: -93.5328 valid_0's l2: 1807.24
[25] valid_0's poisson: -93.701 valid_0's l2: 1791.99
[26] valid_0's poisson: -93.8898 valid_0's l2: 1776.79
[27] valid_0's poisson: -94.0732 valid_0's l2: 1761.63
[28] valid_0's poisson: -94.2505 valid_0's l2: 1746.95
[29] valid_0's poisson: -94.4294 valid_0's l2: 1732.5
[30] valid_0's poisson: -94.5775 valid_0's l2: 1718.97
[31] valid_0's poisson: -94.7486 valid_0's l2: 1705.11
[32] valid_0's poisson: -94.8928 valid_0's l2: 1691.71
[33] valid_0's poisson: -95.077 valid_0's l2: 1677.73
[34] valid_0's poisson: -95.2346 valid_0's l2: 1664.61
[35] valid_0's poisson: -95.3941 valid_0's l2: 1651.66
[36] valid_0's poisson: -95.5235 valid_0's l2: 1639.62
[37] valid_0's poisson: -95.6764 valid_0's l2: 1627.19
[38] valid_0's poisson: -95.8032 valid_0's l2: 1615.24
[39] valid_0's poisson: -95.9687 valid_0's l2: 1602.76
[40] valid_0's poisson: -96.1106 valid_0's l2: 1591.08
[41] valid_0's poisson: -96.2535 valid_0's l2: 1579.46
[42] valid_0's poisson: -96.3683 valid_0's l2: 1568.7
[43] valid_0's poisson: -96.5049 valid_0's l2: 1557.58
[44] valid_0's poisson: -96.6169 valid_0's l2: 1546.91
[45] valid_0's poisson: -96.7663 valid_0's l2: 1535.76
[46] valid_0's poisson: -96.8731 valid_0's l2: 1525.57
[47] valid_0's poisson: -97.001 valid_0's l2: 1515.16
[48] valid_0's poisson: -97.1253 valid_0's l2: 1504.98
[49] valid_0's poisson: -97.2483 valid_0's l2: 1494.99
[50] valid_0's poisson: -97.3681 valid_0's l2: 1485.22
[51] valid_0's poisson: -97.4635 valid_0's l2: 1476.19
[52] valid_0's poisson: -97.5806 valid_0's l2: 1466.69
[53] valid_0's poisson: -97.6742 valid_0's l2: 1457.72
[54] valid_0's poisson: -97.8021 valid_0's l2: 1448.47
[55] valid_0's poisson: -97.9136 valid_0's l2: 1439.48
[56] valid_0's poisson: -98.0175 valid_0's l2: 1430.81
[57] valid_0's poisson: -98.1229 valid_0's l2: 1422.17
[58] valid_0's poisson: -98.2281 valid_0's l2: 1413.84
[59] valid_0's poisson: -98.3109 valid_0's l2: 1405.99
[60] valid_0's poisson: -98.4123 valid_0's l2: 1398
[61] valid_0's poisson: -98.4936 valid_0's l2: 1390.2
[62] valid_0's poisson: -98.6111 valid_0's l2: 1381.26
[63] valid_0's poisson: -98.7035 valid_0's l2: 1373.59
[64] valid_0's poisson: -98.7981 valid_0's l2: 1366.04
[65] valid_0's poisson: -98.8695 valid_0's l2: 1359.13
[66] valid_0's poisson: -98.9805 valid_0's l2: 1350.72
[67] valid_0's poisson: -99.054 valid_0's l2: 1343.67
[68] valid_0's poisson: -99.145 valid_0's l2: 1336.53
[69] valid_0's poisson: -99.2312 valid_0's l2: 1329.54
[70] valid_0's poisson: -99.3189 valid_0's l2: 1322.69
[71] valid_0's poisson: -99.3877 valid_0's l2: 1316.26
[72] valid_0's poisson: -99.4858 valid_0's l2: 1308.64
[73] valid_0's poisson: -99.5702 valid_0's l2: 1301.3
[74] valid_0's poisson: -99.6708 valid_0's l2: 1293.71
[75] valid_0's poisson: -99.7345 valid_0's l2: 1287.71
[76] valid_0's poisson: -99.8144 valid_0's l2: 1280.75
[77] valid_0's poisson: -99.9099 valid_0's l2: 1273.61
[78] valid_0's poisson: -99.9864 valid_0's l2: 1266.94
[79] valid_0's poisson: -100.065 valid_0's l2: 1260.8
[80] valid_0's poisson: -100.131 valid_0's l2: 1254.43
[81] valid_0's poisson: -100.206 valid_0's l2: 1247.63
[82] valid_0's poisson: -100.296 valid_0's l2: 1240.85
[83] valid_0's poisson: -100.367 valid_0's l2: 1234.7
[84] valid_0's poisson: -100.439 valid_0's l2: 1228.51
[85] valid_0's poisson: -100.501 valid_0's l2: 1222.54
[86] valid_0's poisson: -100.57 valid_0's l2: 1216.26
[87] valid_0's poisson: -100.637 valid_0's l2: 1210.76
[88] valid_0's poisson: -100.712 valid_0's l2: 1205
[89] valid_0's poisson: -100.774 valid_0's l2: 1199.39
[90] valid_0's poisson: -100.837 valid_0's l2: 1193.94
[91] valid_0's poisson: -100.902 valid_0's l2: 1188.4
[92] valid_0's poisson: -100.965 valid_0's l2: 1182.65
[93] valid_0's poisson: -101.027 valid_0's l2: 1177.32
[94] valid_0's poisson: -101.097 valid_0's l2: 1172.13
[95] valid_0's poisson: -101.153 valid_0's l2: 1167
[96] valid_0's poisson: -101.212 valid_0's l2: 1161.6
[97] valid_0's poisson: -101.271 valid_0's l2: 1156.6
[98] valid_0's poisson: -101.306 valid_0's l2: 1152.23
[99] valid_0's poisson: -101.375 valid_0's l2: 1146.96
[100] valid_0's poisson: -101.428 valid_0's l2: 1142.15
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.5353 valid_0's l2: 2274.27
[2] valid_0's poisson: -87.8844 valid_0's l2: 2249.05
[3] valid_0's poisson: -88.2238 valid_0's l2: 2224.45
[4] valid_0's poisson: -88.5498 valid_0's l2: 2200.78
[5] valid_0's poisson: -88.8668 valid_0's l2: 2177.68
[6] valid_0's poisson: -89.1718 valid_0's l2: 2155.46
[7] valid_0's poisson: -89.4907 valid_0's l2: 2131.41
[8] valid_0's poisson: -89.7794 valid_0's l2: 2109.96
[9] valid_0's poisson: -90.0766 valid_0's l2: 2087.02
[10] valid_0's poisson: -90.361 valid_0's l2: 2064.78
[11] valid_0's poisson: -90.6377 valid_0's l2: 2044.2
[12] valid_0's poisson: -90.9045 valid_0's l2: 2023
[13] valid_0's poisson: -91.1573 valid_0's l2: 2003.65
[14] valid_0's poisson: -91.4074 valid_0's l2: 1983.43
[15] valid_0's poisson: -91.6413 valid_0's l2: 1964.45
[16] valid_0's poisson: -91.8892 valid_0's l2: 1945.81
[17] valid_0's poisson: -92.1163 valid_0's l2: 1927.06
[18] valid_0's poisson: -92.3406 valid_0's l2: 1909.56
[19] valid_0's poisson: -92.5489 valid_0's l2: 1892.26
[20] valid_0's poisson: -92.7556 valid_0's l2: 1874.88
[21] valid_0's poisson: -92.9794 valid_0's l2: 1857.97
[22] valid_0's poisson: -93.1594 valid_0's l2: 1842.08
[23] valid_0's poisson: -93.3612 valid_0's l2: 1826.11
[24] valid_0's poisson: -93.5324 valid_0's l2: 1810.85
[25] valid_0's poisson: -93.725 valid_0's l2: 1795.52
[26] valid_0's poisson: -93.8922 valid_0's l2: 1780.37
[27] valid_0's poisson: -94.0931 valid_0's l2: 1765.16
[28] valid_0's poisson: -94.274 valid_0's l2: 1750.69
[29] valid_0's poisson: -94.4304 valid_0's l2: 1736.36
[30] valid_0's poisson: -94.601 valid_0's l2: 1722.26
[31] valid_0's poisson: -94.7722 valid_0's l2: 1708.51
[32] valid_0's poisson: -94.9145 valid_0's l2: 1695.43
[33] valid_0's poisson: -95.0935 valid_0's l2: 1681.9
[34] valid_0's poisson: -95.2321 valid_0's l2: 1668.98
[35] valid_0's poisson: -95.3916 valid_0's l2: 1656.12
[36] valid_0's poisson: -95.5434 valid_0's l2: 1643.51
[37] valid_0's poisson: -95.6957 valid_0's l2: 1631.19
[38] valid_0's poisson: -95.8208 valid_0's l2: 1619.53
[39] valid_0's poisson: -95.9669 valid_0's l2: 1607.7
[40] valid_0's poisson: -96.0896 valid_0's l2: 1596.12
[41] valid_0's poisson: -96.2469 valid_0's l2: 1584.37
[42] valid_0's poisson: -96.3637 valid_0's l2: 1573.3
[43] valid_0's poisson: -96.5003 valid_0's l2: 1562.23
[44] valid_0's poisson: -96.6324 valid_0's l2: 1551.26
[45] valid_0's poisson: -96.7637 valid_0's l2: 1540.64
[46] valid_0's poisson: -96.8917 valid_0's l2: 1530.04
[47] valid_0's poisson: -97.0146 valid_0's l2: 1519.83
[48] valid_0's poisson: -97.1387 valid_0's l2: 1509.96
[49] valid_0's poisson: -97.2388 valid_0's l2: 1500.44
[50] valid_0's poisson: -97.3581 valid_0's l2: 1490.97
[51] valid_0's poisson: -97.4565 valid_0's l2: 1481.51
[52] valid_0's poisson: -97.5884 valid_0's l2: 1471.52
[53] valid_0's poisson: -97.7018 valid_0's l2: 1462.18
[54] valid_0's poisson: -97.7927 valid_0's l2: 1453.51
[55] valid_0's poisson: -97.9036 valid_0's l2: 1444.73
[56] valid_0's poisson: -97.993 valid_0's l2: 1436.12
[57] valid_0's poisson: -98.1162 valid_0's l2: 1426.79
[58] valid_0's poisson: -98.2185 valid_0's l2: 1418.17
[59] valid_0's poisson: -98.3223 valid_0's l2: 1409.98
[60] valid_0's poisson: -98.4222 valid_0's l2: 1401.78
[61] valid_0's poisson: -98.5009 valid_0's l2: 1394.14
[62] valid_0's poisson: -98.5999 valid_0's l2: 1386.36
[63] valid_0's poisson: -98.6795 valid_0's l2: 1378.69
[64] valid_0's poisson: -98.7921 valid_0's l2: 1370.2
[65] valid_0's poisson: -98.8858 valid_0's l2: 1362.59
[66] valid_0's poisson: -98.9577 valid_0's l2: 1355.63
[67] valid_0's poisson: -99.0497 valid_0's l2: 1348.42
[68] valid_0's poisson: -99.1223 valid_0's l2: 1341.4
[69] valid_0's poisson: -99.228 valid_0's l2: 1333.47
[70] valid_0's poisson: -99.3138 valid_0's l2: 1326.52
[71] valid_0's poisson: -99.4003 valid_0's l2: 1319.76
[72] valid_0's poisson: -99.4831 valid_0's l2: 1313.07
[73] valid_0's poisson: -99.5499 valid_0's l2: 1306.6
[74] valid_0's poisson: -99.644 valid_0's l2: 1299.75
[75] valid_0's poisson: -99.7386 valid_0's l2: 1292.39
[76] valid_0's poisson: -99.8009 valid_0's l2: 1286.31
[77] valid_0's poisson: -99.892 valid_0's l2: 1279.18
[78] valid_0's poisson: -99.985 valid_0's l2: 1272.29
[79] valid_0's poisson: -100.06 valid_0's l2: 1265.51
[80] valid_0's poisson: -100.15 valid_0's l2: 1258.91
[81] valid_0's poisson: -100.208 valid_0's l2: 1253.18
[82] valid_0's poisson: -100.28 valid_0's l2: 1246.74
[83] valid_0's poisson: -100.355 valid_0's l2: 1240.71
[84] valid_0's poisson: -100.417 valid_0's l2: 1234.69
[85] valid_0's poisson: -100.49 valid_0's l2: 1228.49
[86] valid_0's poisson: -100.575 valid_0's l2: 1222.27
[87] valid_0's poisson: -100.656 valid_0's l2: 1216.31
[88] valid_0's poisson: -100.726 valid_0's l2: 1210.37
[89] valid_0's poisson: -100.784 valid_0's l2: 1204.69
[90] valid_0's poisson: -100.848 valid_0's l2: 1198.91
[91] valid_0's poisson: -100.913 valid_0's l2: 1193.37
[92] valid_0's poisson: -100.979 valid_0's l2: 1187.75
[93] valid_0's poisson: -101.039 valid_0's l2: 1182.31
[94] valid_0's poisson: -101.099 valid_0's l2: 1176.85
[95] valid_0's poisson: -101.159 valid_0's l2: 1171.69
[96] valid_0's poisson: -101.221 valid_0's l2: 1166.4
[97] valid_0's poisson: -101.278 valid_0's l2: 1161.31
[98] valid_0's poisson: -101.334 valid_0's l2: 1156.2
[99] valid_0's poisson: -101.391 valid_0's l2: 1151.47
[100] valid_0's poisson: -101.447 valid_0's l2: 1146.68
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.5461 valid_0's l2: 2273.29
[2] valid_0's poisson: -87.9142 valid_0's l2: 2246.55
[3] valid_0's poisson: -88.2597 valid_0's l2: 2220.85
[4] valid_0's poisson: -88.6036 valid_0's l2: 2195.62
[5] valid_0's poisson: -88.9254 valid_0's l2: 2171.15
[6] valid_0's poisson: -89.2498 valid_0's l2: 2147.15
[7] valid_0's poisson: -89.5503 valid_0's l2: 2123.84
[8] valid_0's poisson: -89.8592 valid_0's l2: 2100.78
[9] valid_0's poisson: -90.1407 valid_0's l2: 2078.57
[10] valid_0's poisson: -90.431 valid_0's l2: 2056.83
[11] valid_0's poisson: -90.7116 valid_0's l2: 2035.79
[12] valid_0's poisson: -90.9696 valid_0's l2: 2014.99
[13] valid_0's poisson: -91.2243 valid_0's l2: 1995.35
[14] valid_0's poisson: -91.467 valid_0's l2: 1975.53
[15] valid_0's poisson: -91.7 valid_0's l2: 1956.32
[16] valid_0's poisson: -91.9514 valid_0's l2: 1937.28
[17] valid_0's poisson: -92.1715 valid_0's l2: 1918.97
[18] valid_0's poisson: -92.3976 valid_0's l2: 1901.21
[19] valid_0's poisson: -92.6046 valid_0's l2: 1883.76
[20] valid_0's poisson: -92.7918 valid_0's l2: 1867.12
[21] valid_0's poisson: -93.0189 valid_0's l2: 1849.83
[22] valid_0's poisson: -93.2264 valid_0's l2: 1833.37
[23] valid_0's poisson: -93.4006 valid_0's l2: 1817.64
[24] valid_0's poisson: -93.6154 valid_0's l2: 1801.2
[25] valid_0's poisson: -93.7802 valid_0's l2: 1786.19
[26] valid_0's poisson: -93.9723 valid_0's l2: 1770.8
[27] valid_0's poisson: -94.151 valid_0's l2: 1755.93
[28] valid_0's poisson: -94.3349 valid_0's l2: 1741.16
[29] valid_0's poisson: -94.4843 valid_0's l2: 1727.46
[30] valid_0's poisson: -94.6602 valid_0's l2: 1713.28
[31] valid_0's poisson: -94.8046 valid_0's l2: 1699.85
[32] valid_0's poisson: -94.9893 valid_0's l2: 1685.81
[33] valid_0's poisson: -95.1477 valid_0's l2: 1672.54
[34] valid_0's poisson: -95.3117 valid_0's l2: 1659.28
[35] valid_0's poisson: -95.4426 valid_0's l2: 1647.08
[36] valid_0's poisson: -95.5991 valid_0's l2: 1634.38
[37] valid_0's poisson: -95.7258 valid_0's l2: 1622.41
[38] valid_0's poisson: -95.8759 valid_0's l2: 1610.22
[39] valid_0's poisson: -96.0202 valid_0's l2: 1598.24
[40] valid_0's poisson: -96.1599 valid_0's l2: 1586.64
[41] valid_0's poisson: -96.3028 valid_0's l2: 1575.04
[42] valid_0's poisson: -96.4369 valid_0's l2: 1563.8
[43] valid_0's poisson: -96.5485 valid_0's l2: 1553.27
[44] valid_0's poisson: -96.6977 valid_0's l2: 1542.15
[45] valid_0's poisson: -96.8322 valid_0's l2: 1531.25
[46] valid_0's poisson: -96.9377 valid_0's l2: 1521.13
[47] valid_0's poisson: -97.0652 valid_0's l2: 1510.97
[48] valid_0's poisson: -97.1864 valid_0's l2: 1500.87
[49] valid_0's poisson: -97.2845 valid_0's l2: 1491.53
[50] valid_0's poisson: -97.4074 valid_0's l2: 1481.59
[51] valid_0's poisson: -97.5025 valid_0's l2: 1472.43
[52] valid_0's poisson: -97.6333 valid_0's l2: 1462.93
[53] valid_0's poisson: -97.7497 valid_0's l2: 1453.53
[54] valid_0's poisson: -97.8589 valid_0's l2: 1444.48
[55] valid_0's poisson: -97.9655 valid_0's l2: 1435.79
[56] valid_0's poisson: -98.0758 valid_0's l2: 1427.08
[57] valid_0's poisson: -98.1603 valid_0's l2: 1419
[58] valid_0's poisson: -98.2828 valid_0's l2: 1409.71
[59] valid_0's poisson: -98.3643 valid_0's l2: 1401.75
[60] valid_0's poisson: -98.4687 valid_0's l2: 1393.38
[61] valid_0's poisson: -98.5483 valid_0's l2: 1385.7
[62] valid_0's poisson: -98.6647 valid_0's l2: 1376.91
[63] valid_0's poisson: -98.7593 valid_0's l2: 1369.16
[64] valid_0's poisson: -98.8563 valid_0's l2: 1361.55
[65] valid_0's poisson: -98.9475 valid_0's l2: 1354.21
[66] valid_0's poisson: -99.0195 valid_0's l2: 1347.16
[67] valid_0's poisson: -99.1284 valid_0's l2: 1338.96
[68] valid_0's poisson: -99.1993 valid_0's l2: 1332.13
[69] valid_0's poisson: -99.2894 valid_0's l2: 1325.11
[70] valid_0's poisson: -99.3741 valid_0's l2: 1318.25
[71] valid_0's poisson: -99.4656 valid_0's l2: 1310.46
[72] valid_0's poisson: -99.5543 valid_0's l2: 1302.91
[73] valid_0's poisson: -99.6398 valid_0's l2: 1296.25
[74] valid_0's poisson: -99.7044 valid_0's l2: 1290.15
[75] valid_0's poisson: -99.7887 valid_0's l2: 1282.96
[76] valid_0's poisson: -99.8866 valid_0's l2: 1275.62
[77] valid_0's poisson: -99.9675 valid_0's l2: 1268.73
[78] valid_0's poisson: -100.062 valid_0's l2: 1261.7
[79] valid_0's poisson: -100.122 valid_0's l2: 1255.86
[80] valid_0's poisson: -100.194 valid_0's l2: 1249.28
[81] valid_0's poisson: -100.268 valid_0's l2: 1243.24
[82] valid_0's poisson: -100.332 valid_0's l2: 1237.03
[83] valid_0's poisson: -100.401 valid_0's l2: 1230.73
[84] valid_0's poisson: -100.489 valid_0's l2: 1224.27
[85] valid_0's poisson: -100.55 valid_0's l2: 1218.32
[86] valid_0's poisson: -100.62 valid_0's l2: 1212.34
[87] valid_0's poisson: -100.693 valid_0's l2: 1206.56
[88] valid_0's poisson: -100.757 valid_0's l2: 1200.77
[89] valid_0's poisson: -100.839 valid_0's l2: 1194.74
[90] valid_0's poisson: -100.901 valid_0's l2: 1189.11
[91] valid_0's poisson: -100.965 valid_0's l2: 1183.63
[92] valid_0's poisson: -101.032 valid_0's l2: 1177.99
[93] valid_0's poisson: -101.093 valid_0's l2: 1172.7
[94] valid_0's poisson: -101.151 valid_0's l2: 1167.43
[95] valid_0's poisson: -101.212 valid_0's l2: 1162.41
[96] valid_0's poisson: -101.27 valid_0's l2: 1157.36
[97] valid_0's poisson: -101.326 valid_0's l2: 1152.27
[98] valid_0's poisson: -101.38 valid_0's l2: 1147.33
[99] valid_0's poisson: -101.449 valid_0's l2: 1142.14
[100] valid_0's poisson: -101.508 valid_0's l2: 1137.14
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.5375 valid_0's l2: 2274.03
[2] valid_0's poisson: -87.8951 valid_0's l2: 2248.1
[3] valid_0's poisson: -88.238 valid_0's l2: 2223.15
[4] valid_0's poisson: -88.5751 valid_0's l2: 2198.41
[5] valid_0's poisson: -88.8877 valid_0's l2: 2175.41
[6] valid_0's poisson: -89.2046 valid_0's l2: 2152.12
[7] valid_0's poisson: -89.5259 valid_0's l2: 2127.6
[8] valid_0's poisson: -89.8326 valid_0's l2: 2103.84
[9] valid_0's poisson: -90.1113 valid_0's l2: 2082.77
[10] valid_0's poisson: -90.3974 valid_0's l2: 2060.12
[11] valid_0's poisson: -90.6714 valid_0's l2: 2038.17
[12] valid_0's poisson: -90.9466 valid_0's l2: 2017.48
[13] valid_0's poisson: -91.2037 valid_0's l2: 1996.56
[14] valid_0's poisson: -91.4482 valid_0's l2: 1977.57
[15] valid_0's poisson: -91.6819 valid_0's l2: 1958.31
[16] valid_0's poisson: -91.9145 valid_0's l2: 1938.94
[17] valid_0's poisson: -92.1616 valid_0's l2: 1920.18
[18] valid_0's poisson: -92.3748 valid_0's l2: 1902.34
[19] valid_0's poisson: -92.5921 valid_0's l2: 1885.17
[20] valid_0's poisson: -92.7835 valid_0's l2: 1868.24
[21] valid_0's poisson: -93.0114 valid_0's l2: 1850.9
[22] valid_0's poisson: -93.2083 valid_0's l2: 1833.97
[23] valid_0's poisson: -93.4075 valid_0's l2: 1818.06
[24] valid_0's poisson: -93.5803 valid_0's l2: 1802.46
[25] valid_0's poisson: -93.7908 valid_0's l2: 1786.42
[26] valid_0's poisson: -93.9588 valid_0's l2: 1771
[27] valid_0's poisson: -94.1432 valid_0's l2: 1756.14
[28] valid_0's poisson: -94.2992 valid_0's l2: 1741.84
[29] valid_0's poisson: -94.4755 valid_0's l2: 1727.59
[30] valid_0's poisson: -94.6283 valid_0's l2: 1713.36
[31] valid_0's poisson: -94.8179 valid_0's l2: 1698.93
[32] valid_0's poisson: -94.9837 valid_0's l2: 1685.49
[33] valid_0's poisson: -95.148 valid_0's l2: 1671.78
[34] valid_0's poisson: -95.2878 valid_0's l2: 1658.59
[35] valid_0's poisson: -95.4441 valid_0's l2: 1645.86
[36] valid_0's poisson: -95.5988 valid_0's l2: 1633.05
[37] valid_0's poisson: -95.7263 valid_0's l2: 1621.06
[38] valid_0's poisson: -95.8747 valid_0's l2: 1608.96
[39] valid_0's poisson: -95.9992 valid_0's l2: 1597.05
[40] valid_0's poisson: -96.1423 valid_0's l2: 1585.42
[41] valid_0's poisson: -96.2833 valid_0's l2: 1573.59
[42] valid_0's poisson: -96.438 valid_0's l2: 1562.07
[43] valid_0's poisson: -96.5505 valid_0's l2: 1551.4
[44] valid_0's poisson: -96.6838 valid_0's l2: 1540.54
[45] valid_0's poisson: -96.7937 valid_0's l2: 1529.93
[46] valid_0's poisson: -96.9395 valid_0's l2: 1519.08
[47] valid_0's poisson: -97.0662 valid_0's l2: 1508.8
[48] valid_0's poisson: -97.1904 valid_0's l2: 1498.44
[49] valid_0's poisson: -97.2894 valid_0's l2: 1488.95
[50] valid_0's poisson: -97.4085 valid_0's l2: 1479.46
[51] valid_0's poisson: -97.5059 valid_0's l2: 1470
[52] valid_0's poisson: -97.6388 valid_0's l2: 1459.86
[53] valid_0's poisson: -97.7524 valid_0's l2: 1450.65
[54] valid_0's poisson: -97.8667 valid_0's l2: 1441.3
[55] valid_0's poisson: -97.9763 valid_0's l2: 1432.2
[56] valid_0's poisson: -98.0653 valid_0's l2: 1423.52
[57] valid_0's poisson: -98.1717 valid_0's l2: 1415.07
[58] valid_0's poisson: -98.2736 valid_0's l2: 1406.55
[59] valid_0's poisson: -98.3759 valid_0's l2: 1398.47
[60] valid_0's poisson: -98.4576 valid_0's l2: 1390.63
[61] valid_0's poisson: -98.5756 valid_0's l2: 1381.65
[62] valid_0's poisson: -98.6749 valid_0's l2: 1373.63
[63] valid_0's poisson: -98.7522 valid_0's l2: 1366.21
[64] valid_0's poisson: -98.8651 valid_0's l2: 1357.65
[65] valid_0's poisson: -98.9414 valid_0's l2: 1350.22
[66] valid_0's poisson: -99.0342 valid_0's l2: 1342.92
[67] valid_0's poisson: -99.1225 valid_0's l2: 1335.6
[68] valid_0's poisson: -99.2293 valid_0's l2: 1327.56
[69] valid_0's poisson: -99.2996 valid_0's l2: 1320.83
[70] valid_0's poisson: -99.3867 valid_0's l2: 1314
[71] valid_0's poisson: -99.4559 valid_0's l2: 1307.29
[72] valid_0's poisson: -99.5571 valid_0's l2: 1299.68
[73] valid_0's poisson: -99.6391 valid_0's l2: 1292.98
[74] valid_0's poisson: -99.7049 valid_0's l2: 1286.78
[75] valid_0's poisson: -99.8013 valid_0's l2: 1279.6
[76] valid_0's poisson: -99.865 valid_0's l2: 1273.44
[77] valid_0's poisson: -99.9577 valid_0's l2: 1266.15
[78] valid_0's poisson: -100.051 valid_0's l2: 1259.23
[79] valid_0's poisson: -100.132 valid_0's l2: 1252.23
[80] valid_0's poisson: -100.209 valid_0's l2: 1246.06
[81] valid_0's poisson: -100.282 valid_0's l2: 1240.09
[82] valid_0's poisson: -100.36 valid_0's l2: 1233.47
[83] valid_0's poisson: -100.422 valid_0's l2: 1227.34
[84] valid_0's poisson: -100.493 valid_0's l2: 1220.95
[85] valid_0's poisson: -100.561 valid_0's l2: 1215.35
[86] valid_0's poisson: -100.631 valid_0's l2: 1209.32
[87] valid_0's poisson: -100.7 valid_0's l2: 1203.44
[88] valid_0's poisson: -100.766 valid_0's l2: 1197.39
[89] valid_0's poisson: -100.828 valid_0's l2: 1191.78
[90] valid_0's poisson: -100.902 valid_0's l2: 1186.17
[91] valid_0's poisson: -100.967 valid_0's l2: 1180.65
[92] valid_0's poisson: -101.03 valid_0's l2: 1175.14
[93] valid_0's poisson: -101.088 valid_0's l2: 1169.85
[94] valid_0's poisson: -101.149 valid_0's l2: 1164.35
[95] valid_0's poisson: -101.21 valid_0's l2: 1159.17
[96] valid_0's poisson: -101.27 valid_0's l2: 1154
[97] valid_0's poisson: -101.325 valid_0's l2: 1149.05
[98] valid_0's poisson: -101.381 valid_0's l2: 1143.9
[99] valid_0's poisson: -101.448 valid_0's l2: 1138.81
[100] valid_0's poisson: -101.505 valid_0's l2: 1133.97
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.5433 valid_0's l2: 2273.73
[2] valid_0's poisson: -87.903 valid_0's l2: 2247.66
[3] valid_0's poisson: -88.2527 valid_0's l2: 2222.26
[4] valid_0's poisson: -88.5928 valid_0's l2: 2196.99
[5] valid_0's poisson: -88.9222 valid_0's l2: 2172.83
[6] valid_0's poisson: -89.2392 valid_0's l2: 2148.76
[7] valid_0's poisson: -89.5457 valid_0's l2: 2125.8
[8] valid_0's poisson: -89.8342 valid_0's l2: 2104.22
[9] valid_0's poisson: -90.1217 valid_0's l2: 2081.73
[10] valid_0's poisson: -90.3971 valid_0's l2: 2059.92
[11] valid_0's poisson: -90.6794 valid_0's l2: 2038.81
[12] valid_0's poisson: -90.9293 valid_0's l2: 2018.78
[13] valid_0's poisson: -91.1829 valid_0's l2: 1999.3
[14] valid_0's poisson: -91.4178 valid_0's l2: 1980.2
[15] valid_0's poisson: -91.6526 valid_0's l2: 1960.9
[16] valid_0's poisson: -91.9063 valid_0's l2: 1941.74
[17] valid_0's poisson: -92.1276 valid_0's l2: 1923.34
[18] valid_0's poisson: -92.3688 valid_0's l2: 1905.09
[19] valid_0's poisson: -92.5596 valid_0's l2: 1888.46
[20] valid_0's poisson: -92.7778 valid_0's l2: 1871.29
[21] valid_0's poisson: -92.9589 valid_0's l2: 1855.32
[22] valid_0's poisson: -93.1669 valid_0's l2: 1838.85
[23] valid_0's poisson: -93.3565 valid_0's l2: 1822.68
[24] valid_0's poisson: -93.5722 valid_0's l2: 1806.3
[25] valid_0's poisson: -93.7583 valid_0's l2: 1790.92
[26] valid_0's poisson: -93.95 valid_0's l2: 1775.64
[27] valid_0's poisson: -94.1077 valid_0's l2: 1761.35
[28] valid_0's poisson: -94.2909 valid_0's l2: 1746.69
[29] valid_0's poisson: -94.4455 valid_0's l2: 1732.46
[30] valid_0's poisson: -94.638 valid_0's l2: 1717.86
[31] valid_0's poisson: -94.8028 valid_0's l2: 1704.14
[32] valid_0's poisson: -94.9733 valid_0's l2: 1690.43
[33] valid_0's poisson: -95.1111 valid_0's l2: 1677.7
[34] valid_0's poisson: -95.2475 valid_0's l2: 1664.91
[35] valid_0's poisson: -95.4061 valid_0's l2: 1652.25
[36] valid_0's poisson: -95.5627 valid_0's l2: 1639.62
[37] valid_0's poisson: -95.7119 valid_0's l2: 1627.16
[38] valid_0's poisson: -95.8571 valid_0's l2: 1615.17
[39] valid_0's poisson: -95.9802 valid_0's l2: 1603.48
[40] valid_0's poisson: -96.1275 valid_0's l2: 1591.58
[41] valid_0's poisson: -96.2633 valid_0's l2: 1580.21
[42] valid_0's poisson: -96.4025 valid_0's l2: 1569.11
[43] valid_0's poisson: -96.5144 valid_0's l2: 1558.57
[44] valid_0's poisson: -96.6503 valid_0's l2: 1547.6
[45] valid_0's poisson: -96.7599 valid_0's l2: 1537.12
[46] valid_0's poisson: -96.9067 valid_0's l2: 1526.16
[47] valid_0's poisson: -97.0298 valid_0's l2: 1516.06
[48] valid_0's poisson: -97.1566 valid_0's l2: 1505.8
[49] valid_0's poisson: -97.274 valid_0's l2: 1496.02
[50] valid_0's poisson: -97.3719 valid_0's l2: 1486.75
[51] valid_0's poisson: -97.4917 valid_0's l2: 1477.25
[52] valid_0's poisson: -97.5868 valid_0's l2: 1468.07
[53] valid_0's poisson: -97.7167 valid_0's l2: 1458.67
[54] valid_0's poisson: -97.8318 valid_0's l2: 1449.42
[55] valid_0's poisson: -97.9217 valid_0's l2: 1440.74
[56] valid_0's poisson: -98.0475 valid_0's l2: 1431.23
[57] valid_0's poisson: -98.1517 valid_0's l2: 1422.66
[58] valid_0's poisson: -98.2582 valid_0's l2: 1414.24
[59] valid_0's poisson: -98.3582 valid_0's l2: 1406.14
[60] valid_0's poisson: -98.4401 valid_0's l2: 1398.38
[61] valid_0's poisson: -98.5575 valid_0's l2: 1389.54
[62] valid_0's poisson: -98.6372 valid_0's l2: 1381.82
[63] valid_0's poisson: -98.7376 valid_0's l2: 1373.77
[64] valid_0's poisson: -98.8291 valid_0's l2: 1366.28
[65] valid_0's poisson: -98.9039 valid_0's l2: 1359.21
[66] valid_0's poisson: -98.9986 valid_0's l2: 1351.78
[67] valid_0's poisson: -99.071 valid_0's l2: 1344.79
[68] valid_0's poisson: -99.1795 valid_0's l2: 1336.65
[69] valid_0's poisson: -99.2638 valid_0's l2: 1329.74
[70] valid_0's poisson: -99.3675 valid_0's l2: 1322.04
[71] valid_0's poisson: -99.4345 valid_0's l2: 1315.67
[72] valid_0's poisson: -99.5211 valid_0's l2: 1308.9
[73] valid_0's poisson: -99.6009 valid_0's l2: 1302.46
[74] valid_0's poisson: -99.6652 valid_0's l2: 1296.21
[75] valid_0's poisson: -99.7639 valid_0's l2: 1288.86
[76] valid_0's poisson: -99.8565 valid_0's l2: 1281.65
[77] valid_0's poisson: -99.9338 valid_0's l2: 1274.73
[78] valid_0's poisson: -100.014 valid_0's l2: 1268.46
[79] valid_0's poisson: -100.072 valid_0's l2: 1262.74
[80] valid_0's poisson: -100.147 valid_0's l2: 1256.11
[81] valid_0's poisson: -100.237 valid_0's l2: 1249.45
[82] valid_0's poisson: -100.3 valid_0's l2: 1243.31
[83] valid_0's poisson: -100.389 valid_0's l2: 1236.78
[84] valid_0's poisson: -100.458 valid_0's l2: 1230.5
[85] valid_0's poisson: -100.528 valid_0's l2: 1224.78
[86] valid_0's poisson: -100.587 valid_0's l2: 1218.95
[87] valid_0's poisson: -100.659 valid_0's l2: 1212.94
[88] valid_0's poisson: -100.741 valid_0's l2: 1206.92
[89] valid_0's poisson: -100.799 valid_0's l2: 1201.33
[90] valid_0's poisson: -100.862 valid_0's l2: 1195.64
[91] valid_0's poisson: -100.931 valid_0's l2: 1190.11
[92] valid_0's poisson: -100.993 valid_0's l2: 1184.61
[93] valid_0's poisson: -101.058 valid_0's l2: 1179.05
[94] valid_0's poisson: -101.111 valid_0's l2: 1173.84
[95] valid_0's poisson: -101.171 valid_0's l2: 1168.89
[96] valid_0's poisson: -101.23 valid_0's l2: 1163.58
[97] valid_0's poisson: -101.304 valid_0's l2: 1158.17
[98] valid_0's poisson: -101.354 valid_0's l2: 1153.22
[99] valid_0's poisson: -101.415 valid_0's l2: 1148.18
[100] valid_0's poisson: -101.488 valid_0's l2: 1142.9
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.5307 valid_0's l2: 2274.44
[2] valid_0's poisson: -87.8848 valid_0's l2: 2248.68
[3] valid_0's poisson: -88.2331 valid_0's l2: 2223.24
[4] valid_0's poisson: -88.5538 valid_0's l2: 2199.67
[5] valid_0's poisson: -88.8856 valid_0's l2: 2174.7
[6] valid_0's poisson: -89.2071 valid_0's l2: 2150.92
[7] valid_0's poisson: -89.5167 valid_0's l2: 2127.13
[8] valid_0's poisson: -89.8186 valid_0's l2: 2104.67
[9] valid_0's poisson: -90.1083 valid_0's l2: 2082
[10] valid_0's poisson: -90.3812 valid_0's l2: 2061.16
[11] valid_0's poisson: -90.6522 valid_0's l2: 2039.55
[12] valid_0's poisson: -90.9123 valid_0's l2: 2018.6
[13] valid_0's poisson: -91.1621 valid_0's l2: 1998.29
[14] valid_0's poisson: -91.4263 valid_0's l2: 1978.31
[15] valid_0's poisson: -91.6667 valid_0's l2: 1959.52
[16] valid_0's poisson: -91.8966 valid_0's l2: 1940.49
[17] valid_0's poisson: -92.112 valid_0's l2: 1922.61
[18] valid_0's poisson: -92.3259 valid_0's l2: 1904.68
[19] valid_0's poisson: -92.5642 valid_0's l2: 1886.55
[20] valid_0's poisson: -92.7506 valid_0's l2: 1870.17
[21] valid_0's poisson: -92.9618 valid_0's l2: 1853.34
[22] valid_0's poisson: -93.139 valid_0's l2: 1837.62
[23] valid_0's poisson: -93.3595 valid_0's l2: 1820.82
[24] valid_0's poisson: -93.5574 valid_0's l2: 1804.95
[25] valid_0's poisson: -93.7261 valid_0's l2: 1789.63
[26] valid_0's poisson: -93.915 valid_0's l2: 1774.41
[27] valid_0's poisson: -94.0985 valid_0's l2: 1759.24
[28] valid_0's poisson: -94.2525 valid_0's l2: 1745.23
[29] valid_0's poisson: -94.4312 valid_0's l2: 1730.78
[30] valid_0's poisson: -94.581 valid_0's l2: 1716.91
[31] valid_0's poisson: -94.772 valid_0's l2: 1702.39
[32] valid_0's poisson: -94.9401 valid_0's l2: 1688.75
[33] valid_0's poisson: -95.103 valid_0's l2: 1675.32
[34] valid_0's poisson: -95.2609 valid_0's l2: 1662.18
[35] valid_0's poisson: -95.4204 valid_0's l2: 1649.22
[36] valid_0's poisson: -95.5499 valid_0's l2: 1637.14
[37] valid_0's poisson: -95.7028 valid_0's l2: 1624.72
[38] valid_0's poisson: -95.8297 valid_0's l2: 1612.73
[39] valid_0's poisson: -95.9951 valid_0's l2: 1600.27
[40] valid_0's poisson: -96.1372 valid_0's l2: 1588.57
[41] valid_0's poisson: -96.2794 valid_0's l2: 1576.97
[42] valid_0's poisson: -96.3951 valid_0's l2: 1566.14
[43] valid_0's poisson: -96.5321 valid_0's l2: 1555
[44] valid_0's poisson: -96.6444 valid_0's l2: 1544.3
[45] valid_0's poisson: -96.7754 valid_0's l2: 1533.63
[46] valid_0's poisson: -96.9037 valid_0's l2: 1523.07
[47] valid_0's poisson: -97.0287 valid_0's l2: 1512.7
[48] valid_0's poisson: -97.1526 valid_0's l2: 1502.8
[49] valid_0's poisson: -97.2524 valid_0's l2: 1493.35
[50] valid_0's poisson: -97.3726 valid_0's l2: 1483.6
[51] valid_0's poisson: -97.4707 valid_0's l2: 1474.2
[52] valid_0's poisson: -97.6044 valid_0's l2: 1464.4
[53] valid_0's poisson: -97.6979 valid_0's l2: 1455.43
[54] valid_0's poisson: -97.8107 valid_0's l2: 1446.31
[55] valid_0's poisson: -97.9214 valid_0's l2: 1437.21
[56] valid_0's poisson: -98.0457 valid_0's l2: 1428.2
[57] valid_0's poisson: -98.1699 valid_0's l2: 1418.78
[58] valid_0's poisson: -98.2514 valid_0's l2: 1410.9
[59] valid_0's poisson: -98.3353 valid_0's l2: 1402.83
[60] valid_0's poisson: -98.4384 valid_0's l2: 1394.52
[61] valid_0's poisson: -98.5384 valid_0's l2: 1386.36
[62] valid_0's poisson: -98.6371 valid_0's l2: 1378.58
[63] valid_0's poisson: -98.7298 valid_0's l2: 1371.03
[64] valid_0's poisson: -98.8241 valid_0's l2: 1363.38
[65] valid_0's poisson: -98.9182 valid_0's l2: 1356
[66] valid_0's poisson: -98.9917 valid_0's l2: 1349.03
[67] valid_0's poisson: -99.1015 valid_0's l2: 1340.72
[68] valid_0's poisson: -99.1695 valid_0's l2: 1334.14
[69] valid_0's poisson: -99.2759 valid_0's l2: 1326.13
[70] valid_0's poisson: -99.3463 valid_0's l2: 1319.38
[71] valid_0's poisson: -99.4324 valid_0's l2: 1312.65
[72] valid_0's poisson: -99.5157 valid_0's l2: 1305.93
[73] valid_0's poisson: -99.6018 valid_0's l2: 1298.45
[74] valid_0's poisson: -99.6959 valid_0's l2: 1291.14
[75] valid_0's poisson: -99.7768 valid_0's l2: 1284.09
[76] valid_0's poisson: -99.8736 valid_0's l2: 1276.82
[77] valid_0's poisson: -99.9425 valid_0's l2: 1270.19
[78] valid_0's poisson: -100.019 valid_0's l2: 1263.49
[79] valid_0's poisson: -100.098 valid_0's l2: 1257.37
[80] valid_0's poisson: -100.158 valid_0's l2: 1251.73
[81] valid_0's poisson: -100.242 valid_0's l2: 1245.28
[82] valid_0's poisson: -100.315 valid_0's l2: 1238.61
[83] valid_0's poisson: -100.388 valid_0's l2: 1232.38
[84] valid_0's poisson: -100.457 valid_0's l2: 1226.37
[85] valid_0's poisson: -100.522 valid_0's l2: 1220.46
[86] valid_0's poisson: -100.59 valid_0's l2: 1214.22
[87] valid_0's poisson: -100.675 valid_0's l2: 1207.87
[88] valid_0's poisson: -100.743 valid_0's l2: 1202.08
[89] valid_0's poisson: -100.804 valid_0's l2: 1196.53
[90] valid_0's poisson: -100.877 valid_0's l2: 1191.02
[91] valid_0's poisson: -100.94 valid_0's l2: 1185.24
[92] valid_0's poisson: -101.003 valid_0's l2: 1179.81
[93] valid_0's poisson: -101.06 valid_0's l2: 1174.61
[94] valid_0's poisson: -101.098 valid_0's l2: 1170
[95] valid_0's poisson: -101.171 valid_0's l2: 1164.5
[96] valid_0's poisson: -101.23 valid_0's l2: 1159.43
[97] valid_0's poisson: -101.289 valid_0's l2: 1154.05
[98] valid_0's poisson: -101.343 valid_0's l2: 1149.17
[99] valid_0's poisson: -101.393 valid_0's l2: 1144.28
[100] valid_0's poisson: -101.461 valid_0's l2: 1139.12
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8577 valid_0's l2: 2250.39
[2] valid_0's poisson: -88.502 valid_0's l2: 2202
[3] valid_0's poisson: -89.1102 valid_0's l2: 2155.14
[4] valid_0's poisson: -89.6943 valid_0's l2: 2109.06
[5] valid_0's poisson: -90.2485 valid_0's l2: 2064.36
[6] valid_0's poisson: -90.7713 valid_0's l2: 2021.48
[7] valid_0's poisson: -91.2731 valid_0's l2: 1979.49
[8] valid_0's poisson: -91.7602 valid_0's l2: 1938.15
[9] valid_0's poisson: -92.2231 valid_0's l2: 1898.22
[10] valid_0's poisson: -92.6615 valid_0's l2: 1859.84
[11] valid_0's poisson: -93.087 valid_0's l2: 1822.18
[12] valid_0's poisson: -93.5002 valid_0's l2: 1785.17
[13] valid_0's poisson: -93.897 valid_0's l2: 1749.59
[14] valid_0's poisson: -94.2784 valid_0's l2: 1714.72
[15] valid_0's poisson: -94.6446 valid_0's l2: 1681.24
[16] valid_0's poisson: -94.9958 valid_0's l2: 1648.64
[17] valid_0's poisson: -95.3313 valid_0's l2: 1617.42
[18] valid_0's poisson: -95.6541 valid_0's l2: 1587.14
[19] valid_0's poisson: -95.9647 valid_0's l2: 1557.79
[20] valid_0's poisson: -96.2649 valid_0's l2: 1529.12
[21] valid_0's poisson: -96.5626 valid_0's l2: 1500.62
[22] valid_0's poisson: -96.8459 valid_0's l2: 1473.18
[23] valid_0's poisson: -97.1196 valid_0's l2: 1446.56
[24] valid_0's poisson: -97.3862 valid_0's l2: 1420.46
[25] valid_0's poisson: -97.6494 valid_0's l2: 1394.96
[26] valid_0's poisson: -97.9006 valid_0's l2: 1370.36
[27] valid_0's poisson: -98.1412 valid_0's l2: 1346.95
[28] valid_0's poisson: -98.3733 valid_0's l2: 1324.56
[29] valid_0's poisson: -98.5971 valid_0's l2: 1302.9
[30] valid_0's poisson: -98.8247 valid_0's l2: 1280.57
[31] valid_0's poisson: -99.0356 valid_0's l2: 1260.01
[32] valid_0's poisson: -99.246 valid_0's l2: 1239.18
[33] valid_0's poisson: -99.4461 valid_0's l2: 1219.87
[34] valid_0's poisson: -99.6494 valid_0's l2: 1199.92
[35] valid_0's poisson: -99.84 valid_0's l2: 1181.45
[36] valid_0's poisson: -100.028 valid_0's l2: 1162.79
[37] valid_0's poisson: -100.206 valid_0's l2: 1145.55
[38] valid_0's poisson: -100.381 valid_0's l2: 1128.67
[39] valid_0's poisson: -100.562 valid_0's l2: 1111.11
[40] valid_0's poisson: -100.73 valid_0's l2: 1094.65
[41] valid_0's poisson: -100.895 valid_0's l2: 1078.79
[42] valid_0's poisson: -101.054 valid_0's l2: 1063.53
[43] valid_0's poisson: -101.21 valid_0's l2: 1048.23
[44] valid_0's poisson: -101.362 valid_0's l2: 1033.58
[45] valid_0's poisson: -101.51 valid_0's l2: 1019.47
[46] valid_0's poisson: -101.654 valid_0's l2: 1005.7
[47] valid_0's poisson: -101.797 valid_0's l2: 991.544
[48] valid_0's poisson: -101.934 valid_0's l2: 978.624
[49] valid_0's poisson: -102.066 valid_0's l2: 966
[50] valid_0's poisson: -102.198 valid_0's l2: 953.606
[51] valid_0's poisson: -102.328 valid_0's l2: 940.985
[52] valid_0's poisson: -102.45 valid_0's l2: 929.699
[53] valid_0's poisson: -102.574 valid_0's l2: 917.882
[54] valid_0's poisson: -102.693 valid_0's l2: 906.579
[55] valid_0's poisson: -102.811 valid_0's l2: 895.274
[56] valid_0's poisson: -102.927 valid_0's l2: 884.212
[57] valid_0's poisson: -103.041 valid_0's l2: 873.469
[58] valid_0's poisson: -103.15 valid_0's l2: 863.113
[59] valid_0's poisson: -103.258 valid_0's l2: 853.175
[60] valid_0's poisson: -103.363 valid_0's l2: 843.279
[61] valid_0's poisson: -103.467 valid_0's l2: 833.533
[62] valid_0's poisson: -103.569 valid_0's l2: 824.109
[63] valid_0's poisson: -103.666 valid_0's l2: 815.206
[64] valid_0's poisson: -103.762 valid_0's l2: 806.337
[65] valid_0's poisson: -103.857 valid_0's l2: 797.626
[66] valid_0's poisson: -103.948 valid_0's l2: 789.258
[67] valid_0's poisson: -104.037 valid_0's l2: 781.312
[68] valid_0's poisson: -104.124 valid_0's l2: 773.328
[69] valid_0's poisson: -104.215 valid_0's l2: 765.258
[70] valid_0's poisson: -104.307 valid_0's l2: 756.836
[71] valid_0's poisson: -104.389 valid_0's l2: 749.441
[72] valid_0's poisson: -104.476 valid_0's l2: 741.526
[73] valid_0's poisson: -104.554 valid_0's l2: 734.611
[74] valid_0's poisson: -104.639 valid_0's l2: 727.016
[75] valid_0's poisson: -104.712 valid_0's l2: 720.532
[76] valid_0's poisson: -104.792 valid_0's l2: 713.439
[77] valid_0's poisson: -104.866 valid_0's l2: 706.944
[78] valid_0's poisson: -104.942 valid_0's l2: 700.244
[79] valid_0's poisson: -105.017 valid_0's l2: 693.66
[80] valid_0's poisson: -105.085 valid_0's l2: 687.744
[81] valid_0's poisson: -105.156 valid_0's l2: 681.566
[82] valid_0's poisson: -105.222 valid_0's l2: 675.928
[83] valid_0's poisson: -105.291 valid_0's l2: 669.944
[84] valid_0's poisson: -105.355 valid_0's l2: 664.132
[85] valid_0's poisson: -105.42 valid_0's l2: 658.581
[86] valid_0's poisson: -105.483 valid_0's l2: 653.226
[87] valid_0's poisson: -105.544 valid_0's l2: 647.763
[88] valid_0's poisson: -105.608 valid_0's l2: 642.16
[89] valid_0's poisson: -105.671 valid_0's l2: 636.565
[90] valid_0's poisson: -105.727 valid_0's l2: 631.464
[91] valid_0's poisson: -105.787 valid_0's l2: 626.658
[92] valid_0's poisson: -105.846 valid_0's l2: 621.979
[93] valid_0's poisson: -105.904 valid_0's l2: 617.24
[94] valid_0's poisson: -105.959 valid_0's l2: 612.404
[95] valid_0's poisson: -106.015 valid_0's l2: 608.078
[96] valid_0's poisson: -106.062 valid_0's l2: 604.283
[97] valid_0's poisson: -106.114 valid_0's l2: 600.089
[98] valid_0's poisson: -106.165 valid_0's l2: 595.696
[99] valid_0's poisson: -106.211 valid_0's l2: 591.99
[100] valid_0's poisson: -106.261 valid_0's l2: 588.024
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8687 valid_0's l2: 2249.54
[2] valid_0's poisson: -88.5121 valid_0's l2: 2201.12
[3] valid_0's poisson: -89.1288 valid_0's l2: 2153.43
[4] valid_0's poisson: -89.7121 valid_0's l2: 2107.24
[5] valid_0's poisson: -90.2838 valid_0's l2: 2061.17
[6] valid_0's poisson: -90.8141 valid_0's l2: 2017.28
[7] valid_0's poisson: -91.3141 valid_0's l2: 1975.17
[8] valid_0's poisson: -91.791 valid_0's l2: 1934.34
[9] valid_0's poisson: -92.2668 valid_0's l2: 1893.24
[10] valid_0's poisson: -92.7035 valid_0's l2: 1854.74
[11] valid_0's poisson: -93.1235 valid_0's l2: 1817.26
[12] valid_0's poisson: -93.5287 valid_0's l2: 1780.55
[13] valid_0's poisson: -93.9323 valid_0's l2: 1743.95
[14] valid_0's poisson: -94.3035 valid_0's l2: 1709.68
[15] valid_0's poisson: -94.6566 valid_0's l2: 1676.95
[16] valid_0's poisson: -95.0007 valid_0's l2: 1644.57
[17] valid_0's poisson: -95.3495 valid_0's l2: 1611.92
[18] valid_0's poisson: -95.6713 valid_0's l2: 1581.19
[19] valid_0's poisson: -95.9766 valid_0's l2: 1552.14
[20] valid_0's poisson: -96.2909 valid_0's l2: 1522.2
[21] valid_0's poisson: -96.5779 valid_0's l2: 1494.46
[22] valid_0's poisson: -96.8585 valid_0's l2: 1467.13
[23] valid_0's poisson: -97.1426 valid_0's l2: 1439.72
[24] valid_0's poisson: -97.4018 valid_0's l2: 1414.72
[25] valid_0's poisson: -97.6548 valid_0's l2: 1389.87
[26] valid_0's poisson: -97.9 valid_0's l2: 1365.72
[27] valid_0's poisson: -98.1517 valid_0's l2: 1341.23
[28] valid_0's poisson: -98.3821 valid_0's l2: 1318.78
[29] valid_0's poisson: -98.6103 valid_0's l2: 1296.16
[30] valid_0's poisson: -98.8287 valid_0's l2: 1274.67
[31] valid_0's poisson: -99.0531 valid_0's l2: 1252.67
[32] valid_0's poisson: -99.2609 valid_0's l2: 1232.36
[33] valid_0's poisson: -99.4636 valid_0's l2: 1212.24
[34] valid_0's poisson: -99.6624 valid_0's l2: 1192.63
[35] valid_0's poisson: -99.8557 valid_0's l2: 1173.48
[36] valid_0's poisson: -100.043 valid_0's l2: 1154.94
[37] valid_0's poisson: -100.222 valid_0's l2: 1137.55
[38] valid_0's poisson: -100.402 valid_0's l2: 1119.53
[39] valid_0's poisson: -100.575 valid_0's l2: 1102.38
[40] valid_0's poisson: -100.744 valid_0's l2: 1086.06
[41] valid_0's poisson: -100.907 valid_0's l2: 1070.31
[42] valid_0's poisson: -101.068 valid_0's l2: 1054.46
[43] valid_0's poisson: -101.227 valid_0's l2: 1038.9
[44] valid_0's poisson: -101.379 valid_0's l2: 1024.09
[45] valid_0's poisson: -101.526 valid_0's l2: 1009.96
[46] valid_0's poisson: -101.67 valid_0's l2: 995.84
[47] valid_0's poisson: -101.811 valid_0's l2: 981.998
[48] valid_0's poisson: -101.95 valid_0's l2: 968.459
[49] valid_0's poisson: -102.087 valid_0's l2: 955.149
[50] valid_0's poisson: -102.218 valid_0's l2: 942.411
[51] valid_0's poisson: -102.347 valid_0's l2: 930.036
[52] valid_0's poisson: -102.471 valid_0's l2: 918.037
[53] valid_0's poisson: -102.594 valid_0's l2: 906.544
[54] valid_0's poisson: -102.716 valid_0's l2: 894.948
[55] valid_0's poisson: -102.834 valid_0's l2: 883.693
[56] valid_0's poisson: -102.947 valid_0's l2: 873.082
[57] valid_0's poisson: -103.057 valid_0's l2: 862.532
[58] valid_0's poisson: -103.164 valid_0's l2: 852.561
[59] valid_0's poisson: -103.271 valid_0's l2: 842.548
[60] valid_0's poisson: -103.373 valid_0's l2: 833.395
[61] valid_0's poisson: -103.476 valid_0's l2: 824.02
[62] valid_0's poisson: -103.583 valid_0's l2: 814.523
[63] valid_0's poisson: -103.679 valid_0's l2: 805.547
[64] valid_0's poisson: -103.774 valid_0's l2: 796.908
[65] valid_0's poisson: -103.872 valid_0's l2: 788.249
[66] valid_0's poisson: -103.962 valid_0's l2: 780.122
[67] valid_0's poisson: -104.049 valid_0's l2: 772.195
[68] valid_0's poisson: -104.143 valid_0's l2: 764.087
[69] valid_0's poisson: -104.233 valid_0's l2: 756.237
[70] valid_0's poisson: -104.32 valid_0's l2: 748.714
[71] valid_0's poisson: -104.406 valid_0's l2: 741.309
[72] valid_0's poisson: -104.489 valid_0's l2: 734.178
[73] valid_0's poisson: -104.574 valid_0's l2: 726.674
[74] valid_0's poisson: -104.656 valid_0's l2: 719.429
[75] valid_0's poisson: -104.737 valid_0's l2: 712.32
[76] valid_0's poisson: -104.815 valid_0's l2: 705.546
[77] valid_0's poisson: -104.895 valid_0's l2: 698.603
[78] valid_0's poisson: -104.964 valid_0's l2: 692.713
[79] valid_0's poisson: -105.037 valid_0's l2: 686.439
[80] valid_0's poisson: -105.107 valid_0's l2: 680.421
[81] valid_0's poisson: -105.172 valid_0's l2: 674.846
[82] valid_0's poisson: -105.242 valid_0's l2: 669.011
[83] valid_0's poisson: -105.309 valid_0's l2: 663.388
[84] valid_0's poisson: -105.371 valid_0's l2: 658.146
[85] valid_0's poisson: -105.437 valid_0's l2: 652.686
[86] valid_0's poisson: -105.497 valid_0's l2: 647.779
[87] valid_0's poisson: -105.558 valid_0's l2: 642.656
[88] valid_0's poisson: -105.618 valid_0's l2: 638.079
[89] valid_0's poisson: -105.68 valid_0's l2: 632.821
[90] valid_0's poisson: -105.735 valid_0's l2: 628.253
[91] valid_0's poisson: -105.791 valid_0's l2: 623.711
[92] valid_0's poisson: -105.845 valid_0's l2: 618.845
[93] valid_0's poisson: -105.901 valid_0's l2: 614.451
[94] valid_0's poisson: -105.954 valid_0's l2: 609.833
[95] valid_0's poisson: -106.006 valid_0's l2: 605.707
[96] valid_0's poisson: -106.058 valid_0's l2: 601.322
[97] valid_0's poisson: -106.108 valid_0's l2: 596.995
[98] valid_0's poisson: -106.158 valid_0's l2: 592.855
[99] valid_0's poisson: -106.206 valid_0's l2: 588.764
[100] valid_0's poisson: -106.254 valid_0's l2: 585.022
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8671 valid_0's l2: 2249.52
[2] valid_0's poisson: -88.525 valid_0's l2: 2199.89
[3] valid_0's poisson: -89.1493 valid_0's l2: 2151.54
[4] valid_0's poisson: -89.7459 valid_0's l2: 2104.16
[5] valid_0's poisson: -90.3049 valid_0's l2: 2058.78
[6] valid_0's poisson: -90.8379 valid_0's l2: 2014.88
[7] valid_0's poisson: -91.3449 valid_0's l2: 1972.31
[8] valid_0's poisson: -91.8345 valid_0's l2: 1930.33
[9] valid_0's poisson: -92.2966 valid_0's l2: 1890.28
[10] valid_0's poisson: -92.7454 valid_0's l2: 1850.68
[11] valid_0's poisson: -93.1692 valid_0's l2: 1812.84
[12] valid_0's poisson: -93.5765 valid_0's l2: 1776.18
[13] valid_0's poisson: -93.9665 valid_0's l2: 1740.69
[14] valid_0's poisson: -94.3473 valid_0's l2: 1705.63
[15] valid_0's poisson: -94.7076 valid_0's l2: 1672.22
[16] valid_0's poisson: -95.0615 valid_0's l2: 1639.08
[17] valid_0's poisson: -95.3965 valid_0's l2: 1607.57
[18] valid_0's poisson: -95.725 valid_0's l2: 1576.5
[19] valid_0's poisson: -96.0367 valid_0's l2: 1546.82
[20] valid_0's poisson: -96.3482 valid_0's l2: 1517.08
[21] valid_0's poisson: -96.6395 valid_0's l2: 1489.09
[22] valid_0's poisson: -96.9285 valid_0's l2: 1461.11
[23] valid_0's poisson: -97.2018 valid_0's l2: 1434.44
[24] valid_0's poisson: -97.4725 valid_0's l2: 1408.05
[25] valid_0's poisson: -97.7287 valid_0's l2: 1382.84
[26] valid_0's poisson: -97.9778 valid_0's l2: 1358.36
[27] valid_0's poisson: -98.2181 valid_0's l2: 1334.64
[28] valid_0's poisson: -98.4522 valid_0's l2: 1311.52
[29] valid_0's poisson: -98.6794 valid_0's l2: 1289.38
[30] valid_0's poisson: -98.8986 valid_0's l2: 1267.61
[31] valid_0's poisson: -99.1182 valid_0's l2: 1246.02
[32] valid_0's poisson: -99.3242 valid_0's l2: 1225.58
[33] valid_0's poisson: -99.5235 valid_0's l2: 1205.75
[34] valid_0's poisson: -99.7216 valid_0's l2: 1186.08
[35] valid_0's poisson: -99.9201 valid_0's l2: 1166.66
[36] valid_0's poisson: -100.109 valid_0's l2: 1147.69
[37] valid_0's poisson: -100.286 valid_0's l2: 1130.3
[38] valid_0's poisson: -100.466 valid_0's l2: 1112.33
[39] valid_0's poisson: -100.633 valid_0's l2: 1095.98
[40] valid_0's poisson: -100.798 valid_0's l2: 1079.95
[41] valid_0's poisson: -100.969 valid_0's l2: 1063.47
[42] valid_0's poisson: -101.125 valid_0's l2: 1048.29
[43] valid_0's poisson: -101.274 valid_0's l2: 1033.88
[44] valid_0's poisson: -101.432 valid_0's l2: 1018.67
[45] valid_0's poisson: -101.581 valid_0's l2: 1004.15
[46] valid_0's poisson: -101.724 valid_0's l2: 989.915
[47] valid_0's poisson: -101.863 valid_0's l2: 976.498
[48] valid_0's poisson: -101.997 valid_0's l2: 963.455
[49] valid_0's poisson: -102.132 valid_0's l2: 950.403
[50] valid_0's poisson: -102.268 valid_0's l2: 937.487
[51] valid_0's poisson: -102.394 valid_0's l2: 925.405
[52] valid_0's poisson: -102.517 valid_0's l2: 913.699
[53] valid_0's poisson: -102.644 valid_0's l2: 901.882
[54] valid_0's poisson: -102.762 valid_0's l2: 890.462
[55] valid_0's poisson: -102.881 valid_0's l2: 879.047
[56] valid_0's poisson: -102.997 valid_0's l2: 867.927
[57] valid_0's poisson: -103.11 valid_0's l2: 857.26
[58] valid_0's poisson: -103.22 valid_0's l2: 846.921
[59] valid_0's poisson: -103.327 valid_0's l2: 836.874
[60] valid_0's poisson: -103.431 valid_0's l2: 827.028
[61] valid_0's poisson: -103.533 valid_0's l2: 817.524
[62] valid_0's poisson: -103.635 valid_0's l2: 808.157
[63] valid_0's poisson: -103.733 valid_0's l2: 799.061
[64] valid_0's poisson: -103.828 valid_0's l2: 790.218
[65] valid_0's poisson: -103.922 valid_0's l2: 781.599
[66] valid_0's poisson: -104.012 valid_0's l2: 773.422
[67] valid_0's poisson: -104.102 valid_0's l2: 765.315
[68] valid_0's poisson: -104.189 valid_0's l2: 757.411
[69] valid_0's poisson: -104.274 valid_0's l2: 749.962
[70] valid_0's poisson: -104.362 valid_0's l2: 742.347
[71] valid_0's poisson: -104.443 valid_0's l2: 735.339
[72] valid_0's poisson: -104.527 valid_0's l2: 728.085
[73] valid_0's poisson: -104.609 valid_0's l2: 721.07
[74] valid_0's poisson: -104.689 valid_0's l2: 714.28
[75] valid_0's poisson: -104.768 valid_0's l2: 707.896
[76] valid_0's poisson: -104.841 valid_0's l2: 701.652
[77] valid_0's poisson: -104.913 valid_0's l2: 695.417
[78] valid_0's poisson: -104.986 valid_0's l2: 689.446
[79] valid_0's poisson: -105.054 valid_0's l2: 683.563
[80] valid_0's poisson: -105.127 valid_0's l2: 677.446
[81] valid_0's poisson: -105.192 valid_0's l2: 672.004
[82] valid_0's poisson: -105.26 valid_0's l2: 666.506
[83] valid_0's poisson: -105.323 valid_0's l2: 661.242
[84] valid_0's poisson: -105.391 valid_0's l2: 655.348
[85] valid_0's poisson: -105.458 valid_0's l2: 649.386
[86] valid_0's poisson: -105.518 valid_0's l2: 644.371
[87] valid_0's poisson: -105.582 valid_0's l2: 638.903
[88] valid_0's poisson: -105.639 valid_0's l2: 634.296
[89] valid_0's poisson: -105.7 valid_0's l2: 629.064
[90] valid_0's poisson: -105.757 valid_0's l2: 624.311
[91] valid_0's poisson: -105.817 valid_0's l2: 619.449
[92] valid_0's poisson: -105.874 valid_0's l2: 614.587
[93] valid_0's poisson: -105.928 valid_0's l2: 609.902
[94] valid_0's poisson: -105.983 valid_0's l2: 605.296
[95] valid_0's poisson: -106.035 valid_0's l2: 600.707
[96] valid_0's poisson: -106.088 valid_0's l2: 596.286
[97] valid_0's poisson: -106.138 valid_0's l2: 592.37
[98] valid_0's poisson: -106.187 valid_0's l2: 588.432
[99] valid_0's poisson: -106.237 valid_0's l2: 584.324
[100] valid_0's poisson: -106.285 valid_0's l2: 580.509
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8802 valid_0's l2: 2248.77
[2] valid_0's poisson: -88.5382 valid_0's l2: 2199.37
[3] valid_0's poisson: -89.1732 valid_0's l2: 2150.36
[4] valid_0's poisson: -89.7607 valid_0's l2: 2103.92
[5] valid_0's poisson: -90.3236 valid_0's l2: 2058.43
[6] valid_0's poisson: -90.8551 valid_0's l2: 2014.62
[7] valid_0's poisson: -91.3719 valid_0's l2: 1971.19
[8] valid_0's poisson: -91.8535 valid_0's l2: 1930.05
[9] valid_0's poisson: -92.3251 valid_0's l2: 1889.14
[10] valid_0's poisson: -92.7696 valid_0's l2: 1849.96
[11] valid_0's poisson: -93.1944 valid_0's l2: 1811.99
[12] valid_0's poisson: -93.6019 valid_0's l2: 1775.12
[13] valid_0's poisson: -94.0007 valid_0's l2: 1738.74
[14] valid_0's poisson: -94.3772 valid_0's l2: 1704
[15] valid_0's poisson: -94.7371 valid_0's l2: 1670.42
[16] valid_0's poisson: -95.0814 valid_0's l2: 1637.99
[17] valid_0's poisson: -95.4272 valid_0's l2: 1605.43
[18] valid_0's poisson: -95.7456 valid_0's l2: 1575.26
[19] valid_0's poisson: -96.0511 valid_0's l2: 1546.16
[20] valid_0's poisson: -96.3449 valid_0's l2: 1517.99
[21] valid_0's poisson: -96.6458 valid_0's l2: 1489.04
[22] valid_0's poisson: -96.9218 valid_0's l2: 1462.35
[23] valid_0's poisson: -97.193 valid_0's l2: 1435.88
[24] valid_0's poisson: -97.4514 valid_0's l2: 1410.77
[25] valid_0's poisson: -97.7167 valid_0's l2: 1384.96
[26] valid_0's poisson: -97.9639 valid_0's l2: 1360.84
[27] valid_0's poisson: -98.2086 valid_0's l2: 1336.74
[28] valid_0's poisson: -98.4396 valid_0's l2: 1314.06
[29] valid_0's poisson: -98.6746 valid_0's l2: 1291.05
[30] valid_0's poisson: -98.8973 valid_0's l2: 1268.99
[31] valid_0's poisson: -99.1108 valid_0's l2: 1247.89
[32] valid_0's poisson: -99.3175 valid_0's l2: 1227.55
[33] valid_0's poisson: -99.5213 valid_0's l2: 1207.34
[34] valid_0's poisson: -99.7266 valid_0's l2: 1187.22
[35] valid_0's poisson: -99.9164 valid_0's l2: 1168.66
[36] valid_0's poisson: -100.1 valid_0's l2: 1150.57
[37] valid_0's poisson: -100.29 valid_0's l2: 1132.01
[38] valid_0's poisson: -100.466 valid_0's l2: 1114.7
[39] valid_0's poisson: -100.639 valid_0's l2: 1097.33
[40] valid_0's poisson: -100.807 valid_0's l2: 1080.84
[41] valid_0's poisson: -100.97 valid_0's l2: 1065.14
[42] valid_0's poisson: -101.129 valid_0's l2: 1049.57
[43] valid_0's poisson: -101.286 valid_0's l2: 1034.07
[44] valid_0's poisson: -101.438 valid_0's l2: 1018.99
[45] valid_0's poisson: -101.583 valid_0's l2: 1005.16
[46] valid_0's poisson: -101.73 valid_0's l2: 990.604
[47] valid_0's poisson: -101.873 valid_0's l2: 976.571
[48] valid_0's poisson: -102.011 valid_0's l2: 963.062
[49] valid_0's poisson: -102.146 valid_0's l2: 950.007
[50] valid_0's poisson: -102.277 valid_0's l2: 937.429
[51] valid_0's poisson: -102.405 valid_0's l2: 925.376
[52] valid_0's poisson: -102.53 valid_0's l2: 913.299
[53] valid_0's poisson: -102.654 valid_0's l2: 901.463
[54] valid_0's poisson: -102.772 valid_0's l2: 890.248
[55] valid_0's poisson: -102.889 valid_0's l2: 879.219
[56] valid_0's poisson: -103.002 valid_0's l2: 868.304
[57] valid_0's poisson: -103.115 valid_0's l2: 857.569
[58] valid_0's poisson: -103.224 valid_0's l2: 847.789
[59] valid_0's poisson: -103.328 valid_0's l2: 838.142
[60] valid_0's poisson: -103.434 valid_0's l2: 828.321
[61] valid_0's poisson: -103.541 valid_0's l2: 818.708
[62] valid_0's poisson: -103.639 valid_0's l2: 809.652
[63] valid_0's poisson: -103.736 valid_0's l2: 800.58
[64] valid_0's poisson: -103.833 valid_0's l2: 791.693
[65] valid_0's poisson: -103.926 valid_0's l2: 783.273
[66] valid_0's poisson: -104.016 valid_0's l2: 775.542
[67] valid_0's poisson: -104.103 valid_0's l2: 767.661
[68] valid_0's poisson: -104.19 valid_0's l2: 759.756
[69] valid_0's poisson: -104.276 valid_0's l2: 752.066
[70] valid_0's poisson: -104.359 valid_0's l2: 745.14
[71] valid_0's poisson: -104.44 valid_0's l2: 737.86
[72] valid_0's poisson: -104.525 valid_0's l2: 730.614
[73] valid_0's poisson: -104.603 valid_0's l2: 723.675
[74] valid_0's poisson: -104.683 valid_0's l2: 716.785
[75] valid_0's poisson: -104.764 valid_0's l2: 710.079
[76] valid_0's poisson: -104.843 valid_0's l2: 703.177
[77] valid_0's poisson: -104.922 valid_0's l2: 696.354
[78] valid_0's poisson: -104.997 valid_0's l2: 689.864
[79] valid_0's poisson: -105.069 valid_0's l2: 683.529
[80] valid_0's poisson: -105.144 valid_0's l2: 677.081
[81] valid_0's poisson: -105.213 valid_0's l2: 671.115
[82] valid_0's poisson: -105.284 valid_0's l2: 665.021
[83] valid_0's poisson: -105.348 valid_0's l2: 659.479
[84] valid_0's poisson: -105.414 valid_0's l2: 653.901
[85] valid_0's poisson: -105.478 valid_0's l2: 648.443
[86] valid_0's poisson: -105.542 valid_0's l2: 642.891
[87] valid_0's poisson: -105.603 valid_0's l2: 637.828
[88] valid_0's poisson: -105.665 valid_0's l2: 632.541
[89] valid_0's poisson: -105.722 valid_0's l2: 627.618
[90] valid_0's poisson: -105.78 valid_0's l2: 622.858
[91] valid_0's poisson: -105.836 valid_0's l2: 618.102
[92] valid_0's poisson: -105.889 valid_0's l2: 613.358
[93] valid_0's poisson: -105.945 valid_0's l2: 608.98
[94] valid_0's poisson: -106 valid_0's l2: 604.393
[95] valid_0's poisson: -106.052 valid_0's l2: 600.179
[96] valid_0's poisson: -106.102 valid_0's l2: 595.842
[97] valid_0's poisson: -106.154 valid_0's l2: 591.59
[98] valid_0's poisson: -106.204 valid_0's l2: 587.716
[99] valid_0's poisson: -106.25 valid_0's l2: 583.718
[100] valid_0's poisson: -106.298 valid_0's l2: 580.204
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8546 valid_0's l2: 2250.28
[2] valid_0's poisson: -88.5046 valid_0's l2: 2201.12
[3] valid_0's poisson: -89.1186 valid_0's l2: 2153.44
[4] valid_0's poisson: -89.7134 valid_0's l2: 2106.16
[5] valid_0's poisson: -90.277 valid_0's l2: 2060.34
[6] valid_0's poisson: -90.8118 valid_0's l2: 2015.96
[7] valid_0's poisson: -91.3235 valid_0's l2: 1972.77
[8] valid_0's poisson: -91.8073 valid_0's l2: 1931.18
[9] valid_0's poisson: -92.2728 valid_0's l2: 1890.62
[10] valid_0's poisson: -92.7158 valid_0's l2: 1851.45
[11] valid_0's poisson: -93.1399 valid_0's l2: 1813.56
[12] valid_0's poisson: -93.5475 valid_0's l2: 1776.69
[13] valid_0's poisson: -93.9393 valid_0's l2: 1741.07
[14] valid_0's poisson: -94.3168 valid_0's l2: 1706.31
[15] valid_0's poisson: -94.6799 valid_0's l2: 1672.64
[16] valid_0's poisson: -95.0298 valid_0's l2: 1639.96
[17] valid_0's poisson: -95.3683 valid_0's l2: 1608.01
[18] valid_0's poisson: -95.6931 valid_0's l2: 1577.25
[19] valid_0's poisson: -96.0115 valid_0's l2: 1546.93
[20] valid_0's poisson: -96.3118 valid_0's l2: 1518.02
[21] valid_0's poisson: -96.6051 valid_0's l2: 1489.72
[22] valid_0's poisson: -96.8858 valid_0's l2: 1462.59
[23] valid_0's poisson: -97.1557 valid_0's l2: 1436.24
[24] valid_0's poisson: -97.4275 valid_0's l2: 1409.86
[25] valid_0's poisson: -97.6833 valid_0's l2: 1385.09
[26] valid_0's poisson: -97.9323 valid_0's l2: 1360.61
[27] valid_0's poisson: -98.1671 valid_0's l2: 1337.65
[28] valid_0's poisson: -98.3977 valid_0's l2: 1315.17
[29] valid_0's poisson: -98.6319 valid_0's l2: 1292.28
[30] valid_0's poisson: -98.8502 valid_0's l2: 1270.9
[31] valid_0's poisson: -99.0617 valid_0's l2: 1250.18
[32] valid_0's poisson: -99.2714 valid_0's l2: 1229.46
[33] valid_0's poisson: -99.48 valid_0's l2: 1209.03
[34] valid_0's poisson: -99.676 valid_0's l2: 1189.84
[35] valid_0's poisson: -99.8643 valid_0's l2: 1171.34
[36] valid_0's poisson: -100.054 valid_0's l2: 1152.61
[37] valid_0's poisson: -100.237 valid_0's l2: 1134.69
[38] valid_0's poisson: -100.413 valid_0's l2: 1117.24
[39] valid_0's poisson: -100.59 valid_0's l2: 1099.68
[40] valid_0's poisson: -100.758 valid_0's l2: 1083.11
[41] valid_0's poisson: -100.924 valid_0's l2: 1066.62
[42] valid_0's poisson: -101.083 valid_0's l2: 1050.88
[43] valid_0's poisson: -101.238 valid_0's l2: 1035.68
[44] valid_0's poisson: -101.393 valid_0's l2: 1020.5
[45] valid_0's poisson: -101.539 valid_0's l2: 1006.26
[46] valid_0's poisson: -101.686 valid_0's l2: 991.827
[47] valid_0's poisson: -101.826 valid_0's l2: 978.116
[48] valid_0's poisson: -101.962 valid_0's l2: 965.205
[49] valid_0's poisson: -102.096 valid_0's l2: 952.378
[50] valid_0's poisson: -102.229 valid_0's l2: 939.429
[51] valid_0's poisson: -102.361 valid_0's l2: 926.801
[52] valid_0's poisson: -102.486 valid_0's l2: 914.937
[53] valid_0's poisson: -102.606 valid_0's l2: 903.35
[54] valid_0's poisson: -102.729 valid_0's l2: 891.685
[55] valid_0's poisson: -102.846 valid_0's l2: 880.84
[56] valid_0's poisson: -102.963 valid_0's l2: 869.923
[57] valid_0's poisson: -103.074 valid_0's l2: 859.631
[58] valid_0's poisson: -103.184 valid_0's l2: 849.107
[59] valid_0's poisson: -103.292 valid_0's l2: 839.03
[60] valid_0's poisson: -103.403 valid_0's l2: 828.955
[61] valid_0's poisson: -103.506 valid_0's l2: 819.392
[62] valid_0's poisson: -103.605 valid_0's l2: 810.296
[63] valid_0's poisson: -103.704 valid_0's l2: 801.259
[64] valid_0's poisson: -103.8 valid_0's l2: 792.521
[65] valid_0's poisson: -103.892 valid_0's l2: 784.239
[66] valid_0's poisson: -103.982 valid_0's l2: 776.07
[67] valid_0's poisson: -104.073 valid_0's l2: 767.81
[68] valid_0's poisson: -104.16 valid_0's l2: 759.923
[69] valid_0's poisson: -104.252 valid_0's l2: 751.733
[70] valid_0's poisson: -104.334 valid_0's l2: 744.432
[71] valid_0's poisson: -104.422 valid_0's l2: 736.86
[72] valid_0's poisson: -104.507 valid_0's l2: 729.51
[73] valid_0's poisson: -104.585 valid_0's l2: 722.64
[74] valid_0's poisson: -104.666 valid_0's l2: 715.634
[75] valid_0's poisson: -104.748 valid_0's l2: 708.367
[76] valid_0's poisson: -104.821 valid_0's l2: 701.932
[77] valid_0's poisson: -104.897 valid_0's l2: 695.617
[78] valid_0's poisson: -104.974 valid_0's l2: 688.898
[79] valid_0's poisson: -105.049 valid_0's l2: 682.258
[80] valid_0's poisson: -105.117 valid_0's l2: 676.416
[81] valid_0's poisson: -105.19 valid_0's l2: 670.248
[82] valid_0's poisson: -105.255 valid_0's l2: 664.695
[83] valid_0's poisson: -105.324 valid_0's l2: 658.666
[84] valid_0's poisson: -105.388 valid_0's l2: 653.148
[85] valid_0's poisson: -105.452 valid_0's l2: 647.675
[86] valid_0's poisson: -105.518 valid_0's l2: 642.157
[87] valid_0's poisson: -105.578 valid_0's l2: 636.92
[88] valid_0's poisson: -105.641 valid_0's l2: 631.626
[89] valid_0's poisson: -105.701 valid_0's l2: 626.581
[90] valid_0's poisson: -105.757 valid_0's l2: 621.695
[91] valid_0's poisson: -105.816 valid_0's l2: 616.849
[92] valid_0's poisson: -105.87 valid_0's l2: 612.004
[93] valid_0's poisson: -105.927 valid_0's l2: 607.325
[94] valid_0's poisson: -105.982 valid_0's l2: 602.875
[95] valid_0's poisson: -106.033 valid_0's l2: 598.429
[96] valid_0's poisson: -106.085 valid_0's l2: 594.209
[97] valid_0's poisson: -106.137 valid_0's l2: 590.012
[98] valid_0's poisson: -106.184 valid_0's l2: 585.893
[99] valid_0's poisson: -106.233 valid_0's l2: 581.799
[100] valid_0's poisson: -106.281 valid_0's l2: 577.857
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.5093 valid_0's l2: 2123.81
[2] valid_0's poisson: -91.4303 valid_0's l2: 1966.62
[3] valid_0's poisson: -93.1075 valid_0's l2: 1820.98
[4] valid_0's poisson: -94.5151 valid_0's l2: 1694.71
[5] valid_0's poisson: -95.7227 valid_0's l2: 1583
[6] valid_0's poisson: -96.7769 valid_0's l2: 1483.75
[7] valid_0's poisson: -97.6931 valid_0's l2: 1396.26
[8] valid_0's poisson: -98.4995 valid_0's l2: 1319.32
[9] valid_0's poisson: -99.2495 valid_0's l2: 1247.67
[10] valid_0's poisson: -99.9714 valid_0's l2: 1178.4
[11] valid_0's poisson: -100.595 valid_0's l2: 1117.96
[12] valid_0's poisson: -101.167 valid_0's l2: 1063.96
[13] valid_0's poisson: -101.666 valid_0's l2: 1016.08
[14] valid_0's poisson: -102.119 valid_0's l2: 972.915
[15] valid_0's poisson: -102.572 valid_0's l2: 931.234
[16] valid_0's poisson: -102.929 valid_0's l2: 896.609
[17] valid_0's poisson: -103.323 valid_0's l2: 861.437
[18] valid_0's poisson: -103.7 valid_0's l2: 828.432
[19] valid_0's poisson: -103.994 valid_0's l2: 802.288
[20] valid_0's poisson: -104.266 valid_0's l2: 778.96
[21] valid_0's poisson: -104.562 valid_0's l2: 754.039
[22] valid_0's poisson: -104.782 valid_0's l2: 733.497
[23] valid_0's poisson: -105.038 valid_0's l2: 712.124
[24] valid_0's poisson: -105.263 valid_0's l2: 693.595
[25] valid_0's poisson: -105.474 valid_0's l2: 677.01
[26] valid_0's poisson: -105.667 valid_0's l2: 660.447
[27] valid_0's poisson: -105.844 valid_0's l2: 645.485
[28] valid_0's poisson: -106.023 valid_0's l2: 631.239
[29] valid_0's poisson: -106.159 valid_0's l2: 619.355
[30] valid_0's poisson: -106.318 valid_0's l2: 607.216
[31] valid_0's poisson: -106.441 valid_0's l2: 596.956
[32] valid_0's poisson: -106.564 valid_0's l2: 587.476
[33] valid_0's poisson: -106.697 valid_0's l2: 577.759
[34] valid_0's poisson: -106.801 valid_0's l2: 569.558
[35] valid_0's poisson: -106.893 valid_0's l2: 561.539
[36] valid_0's poisson: -106.984 valid_0's l2: 554.83
[37] valid_0's poisson: -107.087 valid_0's l2: 547.651
[38] valid_0's poisson: -107.165 valid_0's l2: 540.078
[39] valid_0's poisson: -107.24 valid_0's l2: 534.413
[40] valid_0's poisson: -107.305 valid_0's l2: 527.786
[41] valid_0's poisson: -107.374 valid_0's l2: 521.394
[42] valid_0's poisson: -107.44 valid_0's l2: 514.968
[43] valid_0's poisson: -107.5 valid_0's l2: 509.754
[44] valid_0's poisson: -107.565 valid_0's l2: 504.714
[45] valid_0's poisson: -107.597 valid_0's l2: 500.213
[46] valid_0's poisson: -107.649 valid_0's l2: 496.457
[47] valid_0's poisson: -107.682 valid_0's l2: 493.161
[48] valid_0's poisson: -107.733 valid_0's l2: 488.484
[49] valid_0's poisson: -107.766 valid_0's l2: 485.341
[50] valid_0's poisson: -107.809 valid_0's l2: 482.036
[51] valid_0's poisson: -107.784 valid_0's l2: 479.698
[52] valid_0's poisson: -107.821 valid_0's l2: 477.004
[53] valid_0's poisson: -107.829 valid_0's l2: 474.3
[54] valid_0's poisson: -107.858 valid_0's l2: 470.912
[55] valid_0's poisson: -107.853 valid_0's l2: 468.361
[56] valid_0's poisson: -107.853 valid_0's l2: 466.011
[57] valid_0's poisson: -107.859 valid_0's l2: 463.987
[58] valid_0's poisson: -107.87 valid_0's l2: 461.038
[59] valid_0's poisson: -107.876 valid_0's l2: 459.665
[60] valid_0's poisson: -107.888 valid_0's l2: 457.977
[61] valid_0's poisson: -107.921 valid_0's l2: 456.446
[62] valid_0's poisson: -107.884 valid_0's l2: 454.594
[63] valid_0's poisson: -107.888 valid_0's l2: 452.025
[64] valid_0's poisson: -107.853 valid_0's l2: 449.654
[65] valid_0's poisson: -107.864 valid_0's l2: 448.003
[66] valid_0's poisson: -107.891 valid_0's l2: 446.033
[67] valid_0's poisson: -107.905 valid_0's l2: 443.967
[68] valid_0's poisson: -107.921 valid_0's l2: 442.379
[69] valid_0's poisson: -107.901 valid_0's l2: 440.968
[70] valid_0's poisson: -107.901 valid_0's l2: 439.199
[71] valid_0's poisson: -107.875 valid_0's l2: 437.52
[72] valid_0's poisson: -107.843 valid_0's l2: 436.636
[73] valid_0's poisson: -107.883 valid_0's l2: 434.773
[74] valid_0's poisson: -107.871 valid_0's l2: 433.018
[75] valid_0's poisson: -107.827 valid_0's l2: 432.182
[76] valid_0's poisson: -107.796 valid_0's l2: 430.469
[77] valid_0's poisson: -107.839 valid_0's l2: 429.559
[78] valid_0's poisson: -107.804 valid_0's l2: 428.499
[79] valid_0's poisson: -107.787 valid_0's l2: 427.762
[80] valid_0's poisson: -107.775 valid_0's l2: 426.485
[81] valid_0's poisson: -107.771 valid_0's l2: 424.811
[82] valid_0's poisson: -107.749 valid_0's l2: 423.342
[83] valid_0's poisson: -107.745 valid_0's l2: 421.917
[84] valid_0's poisson: -107.723 valid_0's l2: 421.081
[85] valid_0's poisson: -107.714 valid_0's l2: 419.944
[86] valid_0's poisson: -107.751 valid_0's l2: 419.01
[87] valid_0's poisson: -107.672 valid_0's l2: 418.241
[88] valid_0's poisson: -107.669 valid_0's l2: 417.242
[89] valid_0's poisson: -107.654 valid_0's l2: 416.886
[90] valid_0's poisson: -107.621 valid_0's l2: 415.704
[91] valid_0's poisson: -107.555 valid_0's l2: 415.168
[92] valid_0's poisson: -107.513 valid_0's l2: 414.527
[93] valid_0's poisson: -107.53 valid_0's l2: 413.417
[94] valid_0's poisson: -107.434 valid_0's l2: 412.936
[95] valid_0's poisson: -107.461 valid_0's l2: 411.954
[96] valid_0's poisson: -107.44 valid_0's l2: 409.36
[97] valid_0's poisson: -107.306 valid_0's l2: 408.905
[98] valid_0's poisson: -107.315 valid_0's l2: 406.585
[99] valid_0's poisson: -107.279 valid_0's l2: 406.392
[100] valid_0's poisson: -107.251 valid_0's l2: 405.759
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.5383 valid_0's l2: 2120.91
[2] valid_0's poisson: -91.4389 valid_0's l2: 1963.49
[3] valid_0's poisson: -93.1677 valid_0's l2: 1813.37
[4] valid_0's poisson: -94.5361 valid_0's l2: 1688.56
[5] valid_0's poisson: -95.7104 valid_0's l2: 1578.55
[6] valid_0's poisson: -96.7263 valid_0's l2: 1481.84
[7] valid_0's poisson: -97.6183 valid_0's l2: 1395.97
[8] valid_0's poisson: -98.5234 valid_0's l2: 1309.1
[9] valid_0's poisson: -99.2789 valid_0's l2: 1236.49
[10] valid_0's poisson: -99.9744 valid_0's l2: 1170.1
[11] valid_0's poisson: -100.567 valid_0's l2: 1112.85
[12] valid_0's poisson: -101.132 valid_0's l2: 1059.36
[13] valid_0's poisson: -101.635 valid_0's l2: 1012.94
[14] valid_0's poisson: -102.076 valid_0's l2: 971.239
[15] valid_0's poisson: -102.466 valid_0's l2: 934.502
[16] valid_0's poisson: -102.898 valid_0's l2: 894.795
[17] valid_0's poisson: -103.279 valid_0's l2: 860.452
[18] valid_0's poisson: -103.589 valid_0's l2: 832.828
[19] valid_0's poisson: -103.924 valid_0's l2: 803.695
[20] valid_0's poisson: -104.184 valid_0's l2: 781.018
[21] valid_0's poisson: -104.491 valid_0's l2: 754.874
[22] valid_0's poisson: -104.742 valid_0's l2: 732.642
[23] valid_0's poisson: -105.001 valid_0's l2: 711.335
[24] valid_0's poisson: -105.216 valid_0's l2: 692.948
[25] valid_0's poisson: -105.441 valid_0's l2: 674.449
[26] valid_0's poisson: -105.617 valid_0's l2: 659.772
[27] valid_0's poisson: -105.78 valid_0's l2: 645.846
[28] valid_0's poisson: -105.965 valid_0's l2: 631.601
[29] valid_0's poisson: -106.112 valid_0's l2: 620.14
[30] valid_0's poisson: -106.269 valid_0's l2: 608.826
[31] valid_0's poisson: -106.392 valid_0's l2: 597.497
[32] valid_0's poisson: -106.537 valid_0's l2: 586.406
[33] valid_0's poisson: -106.644 valid_0's l2: 578.05
[34] valid_0's poisson: -106.75 valid_0's l2: 568.848
[35] valid_0's poisson: -106.848 valid_0's l2: 561.427
[36] valid_0's poisson: -106.928 valid_0's l2: 553.823
[37] valid_0's poisson: -107.031 valid_0's l2: 545.937
[38] valid_0's poisson: -107.112 valid_0's l2: 539.953
[39] valid_0's poisson: -107.182 valid_0's l2: 533.724
[40] valid_0's poisson: -107.266 valid_0's l2: 526.444
[41] valid_0's poisson: -107.338 valid_0's l2: 520.517
[42] valid_0's poisson: -107.4 valid_0's l2: 514.577
[43] valid_0's poisson: -107.443 valid_0's l2: 509.571
[44] valid_0's poisson: -107.502 valid_0's l2: 505.014
[45] valid_0's poisson: -107.551 valid_0's l2: 500.813
[46] valid_0's poisson: -107.579 valid_0's l2: 496.616
[47] valid_0's poisson: -107.63 valid_0's l2: 492.426
[48] valid_0's poisson: -107.667 valid_0's l2: 486.983
[49] valid_0's poisson: -107.707 valid_0's l2: 483.866
[50] valid_0's poisson: -107.709 valid_0's l2: 478.926
[51] valid_0's poisson: -107.733 valid_0's l2: 476.06
[52] valid_0's poisson: -107.753 valid_0's l2: 473.2
[53] valid_0's poisson: -107.779 valid_0's l2: 470.865
[54] valid_0's poisson: -107.767 valid_0's l2: 468.408
[55] valid_0's poisson: -107.785 valid_0's l2: 466.701
[56] valid_0's poisson: -107.797 valid_0's l2: 464.604
[57] valid_0's poisson: -107.811 valid_0's l2: 462.528
[58] valid_0's poisson: -107.822 valid_0's l2: 460.371
[59] valid_0's poisson: -107.856 valid_0's l2: 458.177
[60] valid_0's poisson: -107.867 valid_0's l2: 456.301
[61] valid_0's poisson: -107.883 valid_0's l2: 453.784
[62] valid_0's poisson: -107.904 valid_0's l2: 451.749
[63] valid_0's poisson: -107.912 valid_0's l2: 450.589
[64] valid_0's poisson: -107.919 valid_0's l2: 448.808
[65] valid_0's poisson: -107.934 valid_0's l2: 446.846
[66] valid_0's poisson: -107.938 valid_0's l2: 445.178
[67] valid_0's poisson: -107.883 valid_0's l2: 443.617
[68] valid_0's poisson: -107.86 valid_0's l2: 441.501
[69] valid_0's poisson: -107.796 valid_0's l2: 440.237
[70] valid_0's poisson: -107.802 valid_0's l2: 438.777
[71] valid_0's poisson: -107.726 valid_0's l2: 437.631
[72] valid_0's poisson: -107.732 valid_0's l2: 435.676
[73] valid_0's poisson: -107.712 valid_0's l2: 434.573
[74] valid_0's poisson: -107.71 valid_0's l2: 433.402
[75] valid_0's poisson: -107.667 valid_0's l2: 432.371
[76] valid_0's poisson: -107.679 valid_0's l2: 431.058
[77] valid_0's poisson: -107.673 valid_0's l2: 429.477
[78] valid_0's poisson: -107.664 valid_0's l2: 428.696
[79] valid_0's poisson: -107.633 valid_0's l2: 427.637
[80] valid_0's poisson: -107.635 valid_0's l2: 426.811
[81] valid_0's poisson: -107.611 valid_0's l2: 425.985
[82] valid_0's poisson: -107.493 valid_0's l2: 425.13
[83] valid_0's poisson: -107.481 valid_0's l2: 424.339
[84] valid_0's poisson: -107.589 valid_0's l2: 423.273
[85] valid_0's poisson: -107.476 valid_0's l2: 422.402
[86] valid_0's poisson: -107.475 valid_0's l2: 421.055
[87] valid_0's poisson: -107.45 valid_0's l2: 420.361
[88] valid_0's poisson: -107.35 valid_0's l2: 419.349
[89] valid_0's poisson: -107.314 valid_0's l2: 418.765
[90] valid_0's poisson: -107.257 valid_0's l2: 418.57
[91] valid_0's poisson: -107.233 valid_0's l2: 418.078
[92] valid_0's poisson: -107.228 valid_0's l2: 417.128
[93] valid_0's poisson: -107.258 valid_0's l2: 416.662
[94] valid_0's poisson: -107.223 valid_0's l2: 416.295
[95] valid_0's poisson: -107.168 valid_0's l2: 415.365
[96] valid_0's poisson: -107.156 valid_0's l2: 414.725
[97] valid_0's poisson: -107.098 valid_0's l2: 414.498
[98] valid_0's poisson: -107.123 valid_0's l2: 413.912
[99] valid_0's poisson: -107.072 valid_0's l2: 412.445
[100] valid_0's poisson: -107.08 valid_0's l2: 412.038
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.5552 valid_0's l2: 2119.38
[2] valid_0's poisson: -91.5104 valid_0's l2: 1958.45
[3] valid_0's poisson: -93.1964 valid_0's l2: 1810.94
[4] valid_0's poisson: -94.586 valid_0's l2: 1684.68
[5] valid_0's poisson: -95.7805 valid_0's l2: 1572.89
[6] valid_0's poisson: -96.8581 valid_0's l2: 1471.13
[7] valid_0's poisson: -97.779 valid_0's l2: 1382.49
[8] valid_0's poisson: -98.5709 valid_0's l2: 1305.43
[9] valid_0's poisson: -99.3583 valid_0's l2: 1229.19
[10] valid_0's poisson: -100.045 valid_0's l2: 1163.46
[11] valid_0's poisson: -100.655 valid_0's l2: 1104.48
[12] valid_0's poisson: -101.219 valid_0's l2: 1050.25
[13] valid_0's poisson: -101.731 valid_0's l2: 1002.49
[14] valid_0's poisson: -102.184 valid_0's l2: 959.881
[15] valid_0's poisson: -102.633 valid_0's l2: 918.304
[16] valid_0's poisson: -103.003 valid_0's l2: 883.225
[17] valid_0's poisson: -103.387 valid_0's l2: 849.179
[18] valid_0's poisson: -103.71 valid_0's l2: 819.968
[19] valid_0's poisson: -104.005 valid_0's l2: 793.972
[20] valid_0's poisson: -104.304 valid_0's l2: 768.496
[21] valid_0's poisson: -104.534 valid_0's l2: 747.781
[22] valid_0's poisson: -104.814 valid_0's l2: 724.662
[23] valid_0's poisson: -105.057 valid_0's l2: 705.246
[24] valid_0's poisson: -105.258 valid_0's l2: 686.668
[25] valid_0's poisson: -105.477 valid_0's l2: 669.422
[26] valid_0's poisson: -105.665 valid_0's l2: 653.005
[27] valid_0's poisson: -105.86 valid_0's l2: 638.394
[28] valid_0's poisson: -106.022 valid_0's l2: 624.946
[29] valid_0's poisson: -106.168 valid_0's l2: 612.899
[30] valid_0's poisson: -106.326 valid_0's l2: 600.729
[31] valid_0's poisson: -106.46 valid_0's l2: 590.556
[32] valid_0's poisson: -106.603 valid_0's l2: 580.22
[33] valid_0's poisson: -106.712 valid_0's l2: 570.014
[34] valid_0's poisson: -106.814 valid_0's l2: 560.829
[35] valid_0's poisson: -106.933 valid_0's l2: 552.619
[36] valid_0's poisson: -107.022 valid_0's l2: 544.904
[37] valid_0's poisson: -107.121 valid_0's l2: 537.408
[38] valid_0's poisson: -107.207 valid_0's l2: 529.855
[39] valid_0's poisson: -107.284 valid_0's l2: 523.535
[40] valid_0's poisson: -107.363 valid_0's l2: 517.613
[41] valid_0's poisson: -107.414 valid_0's l2: 512.956
[42] valid_0's poisson: -107.47 valid_0's l2: 507.929
[43] valid_0's poisson: -107.527 valid_0's l2: 503.318
[44] valid_0's poisson: -107.554 valid_0's l2: 498.471
[45] valid_0's poisson: -107.554 valid_0's l2: 494.751
[46] valid_0's poisson: -107.57 valid_0's l2: 490.73
[47] valid_0's poisson: -107.618 valid_0's l2: 486.763
[48] valid_0's poisson: -107.668 valid_0's l2: 482.795
[49] valid_0's poisson: -107.694 valid_0's l2: 480.059
[50] valid_0's poisson: -107.713 valid_0's l2: 477.137
[51] valid_0's poisson: -107.735 valid_0's l2: 474.731
[52] valid_0's poisson: -107.75 valid_0's l2: 471.652
[53] valid_0's poisson: -107.774 valid_0's l2: 469.253
[54] valid_0's poisson: -107.792 valid_0's l2: 467.102
[55] valid_0's poisson: -107.808 valid_0's l2: 464.791
[56] valid_0's poisson: -107.85 valid_0's l2: 460.325
[57] valid_0's poisson: -107.851 valid_0's l2: 458.478
[58] valid_0's poisson: -107.863 valid_0's l2: 456.712
[59] valid_0's poisson: -107.876 valid_0's l2: 454.54
[60] valid_0's poisson: -107.887 valid_0's l2: 452.998
[61] valid_0's poisson: -107.888 valid_0's l2: 450.33
[62] valid_0's poisson: -107.892 valid_0's l2: 448.847
[63] valid_0's poisson: -107.83 valid_0's l2: 446.667
[64] valid_0's poisson: -107.811 valid_0's l2: 445.172
[65] valid_0's poisson: -107.789 valid_0's l2: 443.487
[66] valid_0's poisson: -107.801 valid_0's l2: 441.627
[67] valid_0's poisson: -107.807 valid_0's l2: 439.955
[68] valid_0's poisson: -107.776 valid_0's l2: 439.257
[69] valid_0's poisson: -107.734 valid_0's l2: 438.218
[70] valid_0's poisson: -107.713 valid_0's l2: 436.967
[71] valid_0's poisson: -107.728 valid_0's l2: 435.303
[72] valid_0's poisson: -107.708 valid_0's l2: 433.444
[73] valid_0's poisson: -107.685 valid_0's l2: 432.514
[74] valid_0's poisson: -107.612 valid_0's l2: 431.278
[75] valid_0's poisson: -107.615 valid_0's l2: 430.594
[76] valid_0's poisson: -107.613 valid_0's l2: 429.895
[77] valid_0's poisson: -107.475 valid_0's l2: 428.929
[78] valid_0's poisson: -107.472 valid_0's l2: 427.864
[79] valid_0's poisson: -107.468 valid_0's l2: 426.779
[80] valid_0's poisson: -107.437 valid_0's l2: 425.854
[81] valid_0's poisson: -107.433 valid_0's l2: 424.697
[82] valid_0's poisson: -107.356 valid_0's l2: 424.087
[83] valid_0's poisson: -107.32 valid_0's l2: 423.53
[84] valid_0's poisson: -107.276 valid_0's l2: 422.533
[85] valid_0's poisson: -107.204 valid_0's l2: 422.014
[86] valid_0's poisson: -107.2 valid_0's l2: 421.654
[87] valid_0's poisson: -107.165 valid_0's l2: 421.095
[88] valid_0's poisson: -107.124 valid_0's l2: 420.54
[89] valid_0's poisson: -107.148 valid_0's l2: 419.455
[90] valid_0's poisson: -107.147 valid_0's l2: 419.053
[91] valid_0's poisson: -107.093 valid_0's l2: 418.189
[92] valid_0's poisson: -107.023 valid_0's l2: 417.892
[93] valid_0's poisson: -107.012 valid_0's l2: 417.163
[94] valid_0's poisson: -107.006 valid_0's l2: 416.877
[95] valid_0's poisson: -106.902 valid_0's l2: 416.007
[96] valid_0's poisson: -106.831 valid_0's l2: 415.137
[97] valid_0's poisson: -106.769 valid_0's l2: 414.497
[98] valid_0's poisson: -106.753 valid_0's l2: 413.658
[99] valid_0's poisson: -106.784 valid_0's l2: 413.136
[100] valid_0's poisson: -106.742 valid_0's l2: 412.621
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.5668 valid_0's l2: 2119.24
[2] valid_0's poisson: -91.5315 valid_0's l2: 1958.01
[3] valid_0's poisson: -93.1583 valid_0's l2: 1815.96
[4] valid_0's poisson: -94.5303 valid_0's l2: 1690.93
[5] valid_0's poisson: -95.8196 valid_0's l2: 1570.65
[6] valid_0's poisson: -96.8534 valid_0's l2: 1472.47
[7] valid_0's poisson: -97.7545 valid_0's l2: 1385.97
[8] valid_0's poisson: -98.5524 valid_0's l2: 1309.25
[9] valid_0's poisson: -99.2916 valid_0's l2: 1238.3
[10] valid_0's poisson: -100.019 valid_0's l2: 1168.75
[11] valid_0's poisson: -100.626 valid_0's l2: 1109.85
[12] valid_0's poisson: -101.182 valid_0's l2: 1056.47
[13] valid_0's poisson: -101.703 valid_0's l2: 1008.41
[14] valid_0's poisson: -102.17 valid_0's l2: 966.341
[15] valid_0's poisson: -102.588 valid_0's l2: 927.509
[16] valid_0's poisson: -102.956 valid_0's l2: 892.618
[17] valid_0's poisson: -103.34 valid_0's l2: 857.984
[18] valid_0's poisson: -103.646 valid_0's l2: 829.248
[19] valid_0's poisson: -103.974 valid_0's l2: 800.658
[20] valid_0's poisson: -104.292 valid_0's l2: 772.791
[21] valid_0's poisson: -104.545 valid_0's l2: 751.412
[22] valid_0's poisson: -104.794 valid_0's l2: 730.094
[23] valid_0's poisson: -105.03 valid_0's l2: 711.179
[24] valid_0's poisson: -105.27 valid_0's l2: 691.856
[25] valid_0's poisson: -105.467 valid_0's l2: 674.317
[26] valid_0's poisson: -105.671 valid_0's l2: 658.44
[27] valid_0's poisson: -105.844 valid_0's l2: 643.561
[28] valid_0's poisson: -106.029 valid_0's l2: 629.795
[29] valid_0's poisson: -106.182 valid_0's l2: 618.146
[30] valid_0's poisson: -106.315 valid_0's l2: 607.241
[31] valid_0's poisson: -106.451 valid_0's l2: 595.984
[32] valid_0's poisson: -106.596 valid_0's l2: 585.543
[33] valid_0's poisson: -106.706 valid_0's l2: 575.757
[34] valid_0's poisson: -106.832 valid_0's l2: 566.249
[35] valid_0's poisson: -106.923 valid_0's l2: 558.641
[36] valid_0's poisson: -107.034 valid_0's l2: 549.999
[37] valid_0's poisson: -107.121 valid_0's l2: 542.26
[38] valid_0's poisson: -107.21 valid_0's l2: 535.108
[39] valid_0's poisson: -107.281 valid_0's l2: 527.942
[40] valid_0's poisson: -107.358 valid_0's l2: 521.134
[41] valid_0's poisson: -107.428 valid_0's l2: 515.348
[42] valid_0's poisson: -107.494 valid_0's l2: 510.327
[43] valid_0's poisson: -107.554 valid_0's l2: 505.72
[44] valid_0's poisson: -107.59 valid_0's l2: 500.094
[45] valid_0's poisson: -107.593 valid_0's l2: 496.333
[46] valid_0's poisson: -107.639 valid_0's l2: 492.053
[47] valid_0's poisson: -107.682 valid_0's l2: 488.868
[48] valid_0's poisson: -107.711 valid_0's l2: 485.346
[49] valid_0's poisson: -107.744 valid_0's l2: 482.385
[50] valid_0's poisson: -107.779 valid_0's l2: 478.612
[51] valid_0's poisson: -107.803 valid_0's l2: 475.419
[52] valid_0's poisson: -107.802 valid_0's l2: 472.725
[53] valid_0's poisson: -107.828 valid_0's l2: 469.404
[54] valid_0's poisson: -107.848 valid_0's l2: 466.897
[55] valid_0's poisson: -107.844 valid_0's l2: 464.851
[56] valid_0's poisson: -107.847 valid_0's l2: 461.992
[57] valid_0's poisson: -107.783 valid_0's l2: 459.658
[58] valid_0's poisson: -107.748 valid_0's l2: 457.54
[59] valid_0's poisson: -107.784 valid_0's l2: 455.229
[60] valid_0's poisson: -107.789 valid_0's l2: 453.266
[61] valid_0's poisson: -107.79 valid_0's l2: 451.035
[62] valid_0's poisson: -107.738 valid_0's l2: 449.698
[63] valid_0's poisson: -107.741 valid_0's l2: 447.526
[64] valid_0's poisson: -107.734 valid_0's l2: 446.021
[65] valid_0's poisson: -107.737 valid_0's l2: 443.51
[66] valid_0's poisson: -107.722 valid_0's l2: 442.057
[67] valid_0's poisson: -107.718 valid_0's l2: 440.787
[68] valid_0's poisson: -107.679 valid_0's l2: 439.663
[69] valid_0's poisson: -107.698 valid_0's l2: 437.906
[70] valid_0's poisson: -107.706 valid_0's l2: 436.635
[71] valid_0's poisson: -107.716 valid_0's l2: 435.005
[72] valid_0's poisson: -107.716 valid_0's l2: 433.914
[73] valid_0's poisson: -107.724 valid_0's l2: 432.668
[74] valid_0's poisson: -107.693 valid_0's l2: 431.569
[75] valid_0's poisson: -107.693 valid_0's l2: 429.965
[76] valid_0's poisson: -107.533 valid_0's l2: 428.737
[77] valid_0's poisson: -107.497 valid_0's l2: 427.308
[78] valid_0's poisson: -107.467 valid_0's l2: 426.248
[79] valid_0's poisson: -107.428 valid_0's l2: 425.217
[80] valid_0's poisson: -107.297 valid_0's l2: 423.785
[81] valid_0's poisson: -107.294 valid_0's l2: 422.864
[82] valid_0's poisson: -107.309 valid_0's l2: 421.587
[83] valid_0's poisson: -107.351 valid_0's l2: 420.515
[84] valid_0's poisson: -107.324 valid_0's l2: 419.351
[85] valid_0's poisson: -107.385 valid_0's l2: 418.9
[86] valid_0's poisson: -107.384 valid_0's l2: 418.181
[87] valid_0's poisson: -107.369 valid_0's l2: 416.664
[88] valid_0's poisson: -107.37 valid_0's l2: 415.802
[89] valid_0's poisson: -107.389 valid_0's l2: 414.519
[90] valid_0's poisson: -107.353 valid_0's l2: 414.11
[91] valid_0's poisson: -107.336 valid_0's l2: 413.331
[92] valid_0's poisson: -107.246 valid_0's l2: 412.609
[93] valid_0's poisson: -107.246 valid_0's l2: 411.994
[94] valid_0's poisson: -107.223 valid_0's l2: 411.139
[95] valid_0's poisson: -107.231 valid_0's l2: 410.503
[96] valid_0's poisson: -107.239 valid_0's l2: 409.893
[97] valid_0's poisson: -107.214 valid_0's l2: 409.132
[98] valid_0's poisson: -107.211 valid_0's l2: 408.548
[99] valid_0's poisson: -107.227 valid_0's l2: 408.14
[100] valid_0's poisson: -107.175 valid_0's l2: 407.925
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.5288 valid_0's l2: 2120.99
[2] valid_0's poisson: -91.512 valid_0's l2: 1956.23
[3] valid_0's poisson: -93.1765 valid_0's l2: 1809.58
[4] valid_0's poisson: -94.5758 valid_0's l2: 1683.02
[5] valid_0's poisson: -95.7659 valid_0's l2: 1572.07
[6] valid_0's poisson: -96.7916 valid_0's l2: 1473.93
[7] valid_0's poisson: -97.7137 valid_0's l2: 1385.75
[8] valid_0's poisson: -98.5245 valid_0's l2: 1307.96
[9] valid_0's poisson: -99.2609 valid_0's l2: 1237.49
[10] valid_0's poisson: -99.9519 valid_0's l2: 1171.6
[11] valid_0's poisson: -100.581 valid_0's l2: 1110.97
[12] valid_0's poisson: -101.141 valid_0's l2: 1057.27
[13] valid_0's poisson: -101.657 valid_0's l2: 1009.55
[14] valid_0's poisson: -102.107 valid_0's l2: 966.6
[15] valid_0's poisson: -102.566 valid_0's l2: 924.122
[16] valid_0's poisson: -102.934 valid_0's l2: 889.279
[17] valid_0's poisson: -103.325 valid_0's l2: 854.328
[18] valid_0's poisson: -103.689 valid_0's l2: 821.682
[19] valid_0's poisson: -103.973 valid_0's l2: 795.726
[20] valid_0's poisson: -104.271 valid_0's l2: 770.222
[21] valid_0's poisson: -104.566 valid_0's l2: 745.72
[22] valid_0's poisson: -104.816 valid_0's l2: 723.67
[23] valid_0's poisson: -105.056 valid_0's l2: 702.917
[24] valid_0's poisson: -105.292 valid_0's l2: 684.173
[25] valid_0's poisson: -105.483 valid_0's l2: 668.454
[26] valid_0's poisson: -105.652 valid_0's l2: 653.724
[27] valid_0's poisson: -105.845 valid_0's l2: 639.219
[28] valid_0's poisson: -106.002 valid_0's l2: 626.378
[29] valid_0's poisson: -106.14 valid_0's l2: 615.276
[30] valid_0's poisson: -106.299 valid_0's l2: 603.797
[31] valid_0's poisson: -106.423 valid_0's l2: 592.939
[32] valid_0's poisson: -106.55 valid_0's l2: 583.197
[33] valid_0's poisson: -106.65 valid_0's l2: 574.038
[34] valid_0's poisson: -106.743 valid_0's l2: 566.014
[35] valid_0's poisson: -106.862 valid_0's l2: 557.186
[36] valid_0's poisson: -106.952 valid_0's l2: 550.022
[37] valid_0's poisson: -107.037 valid_0's l2: 543.053
[38] valid_0's poisson: -107.108 valid_0's l2: 537.251
[39] valid_0's poisson: -107.172 valid_0's l2: 531.416
[40] valid_0's poisson: -107.249 valid_0's l2: 524.697
[41] valid_0's poisson: -107.314 valid_0's l2: 519.445
[42] valid_0's poisson: -107.379 valid_0's l2: 513.952
[43] valid_0's poisson: -107.451 valid_0's l2: 508.817
[44] valid_0's poisson: -107.511 valid_0's l2: 503.452
[45] valid_0's poisson: -107.568 valid_0's l2: 498.964
[46] valid_0's poisson: -107.62 valid_0's l2: 494.685
[47] valid_0's poisson: -107.646 valid_0's l2: 491.386
[48] valid_0's poisson: -107.697 valid_0's l2: 487.262
[49] valid_0's poisson: -107.744 valid_0's l2: 483.031
[50] valid_0's poisson: -107.758 valid_0's l2: 480.219
[51] valid_0's poisson: -107.787 valid_0's l2: 477.43
[52] valid_0's poisson: -107.824 valid_0's l2: 473.942
[53] valid_0's poisson: -107.862 valid_0's l2: 471.329
[54] valid_0's poisson: -107.88 valid_0's l2: 468.956
[55] valid_0's poisson: -107.905 valid_0's l2: 466.093
[56] valid_0's poisson: -107.832 valid_0's l2: 463.523
[57] valid_0's poisson: -107.828 valid_0's l2: 461.187
[58] valid_0's poisson: -107.839 valid_0's l2: 458.748
[59] valid_0's poisson: -107.859 valid_0's l2: 456.658
[60] valid_0's poisson: -107.869 valid_0's l2: 454.732
[61] valid_0's poisson: -107.825 valid_0's l2: 452.48
[62] valid_0's poisson: -107.836 valid_0's l2: 451.318
[63] valid_0's poisson: -107.845 valid_0's l2: 449.949
[64] valid_0's poisson: -107.851 valid_0's l2: 448.028
[65] valid_0's poisson: -107.853 valid_0's l2: 446.399
[66] valid_0's poisson: -107.834 valid_0's l2: 444.903
[67] valid_0's poisson: -107.825 valid_0's l2: 443.184
[68] valid_0's poisson: -107.755 valid_0's l2: 441.088
[69] valid_0's poisson: -107.744 valid_0's l2: 440.111
[70] valid_0's poisson: -107.707 valid_0's l2: 438.187
[71] valid_0's poisson: -107.684 valid_0's l2: 436.291
[72] valid_0's poisson: -107.548 valid_0's l2: 435.133
[73] valid_0's poisson: -107.528 valid_0's l2: 433.71
[74] valid_0's poisson: -107.519 valid_0's l2: 432.846
[75] valid_0's poisson: -107.472 valid_0's l2: 431.829
[76] valid_0's poisson: -107.457 valid_0's l2: 431.187
[77] valid_0's poisson: -107.465 valid_0's l2: 430.417
[78] valid_0's poisson: -107.473 valid_0's l2: 428.775
[79] valid_0's poisson: -107.461 valid_0's l2: 427.708
[80] valid_0's poisson: -107.478 valid_0's l2: 425.928
[81] valid_0's poisson: -107.436 valid_0's l2: 425.142
[82] valid_0's poisson: -107.475 valid_0's l2: 424.655
[83] valid_0's poisson: -107.45 valid_0's l2: 423.281
[84] valid_0's poisson: -107.361 valid_0's l2: 421.871
[85] valid_0's poisson: -107.356 valid_0's l2: 420.673
[86] valid_0's poisson: -107.264 valid_0's l2: 420.293
[87] valid_0's poisson: -107.262 valid_0's l2: 419.696
[88] valid_0's poisson: -107.257 valid_0's l2: 418.637
[89] valid_0's poisson: -107.226 valid_0's l2: 417.903
[90] valid_0's poisson: -107.205 valid_0's l2: 417.593
[91] valid_0's poisson: -107.216 valid_0's l2: 416.959
[92] valid_0's poisson: -107.208 valid_0's l2: 416.584
[93] valid_0's poisson: -107.175 valid_0's l2: 415.567
[94] valid_0's poisson: -107.16 valid_0's l2: 415.301
[95] valid_0's poisson: -107.172 valid_0's l2: 415.014
[96] valid_0's poisson: -107.148 valid_0's l2: 414.452
[97] valid_0's poisson: -107.136 valid_0's l2: 413.528
[98] valid_0's poisson: -107.099 valid_0's l2: 412.572
[99] valid_0's poisson: -107.082 valid_0's l2: 412.131
[100] valid_0's poisson: -107.05 valid_0's l2: 411.721
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3328 valid_0's l2: 2288.84
[2] valid_0's poisson: -87.4895 valid_0's l2: 2277.45
[3] valid_0's poisson: -87.644 valid_0's l2: 2266.15
[4] valid_0's poisson: -87.7962 valid_0's l2: 2254.93
[5] valid_0's poisson: -87.9467 valid_0's l2: 2243.78
[6] valid_0's poisson: -88.0949 valid_0's l2: 2232.72
[7] valid_0's poisson: -88.2411 valid_0's l2: 2221.75
[8] valid_0's poisson: -88.3855 valid_0's l2: 2210.85
[9] valid_0's poisson: -88.529 valid_0's l2: 2199.95
[10] valid_0's poisson: -88.6694 valid_0's l2: 2189.23
[11] valid_0's poisson: -88.809 valid_0's l2: 2178.51
[12] valid_0's poisson: -88.947 valid_0's l2: 2167.86
[13] valid_0's poisson: -89.0822 valid_0's l2: 2157.36
[14] valid_0's poisson: -89.2165 valid_0's l2: 2146.88
[15] valid_0's poisson: -89.349 valid_0's l2: 2136.49
[16] valid_0's poisson: -89.4792 valid_0's l2: 2126.23
[17] valid_0's poisson: -89.6083 valid_0's l2: 2116.01
[18] valid_0's poisson: -89.7358 valid_0's l2: 2105.85
[19] valid_0's poisson: -89.8665 valid_0's l2: 2095.38
[20] valid_0's poisson: -89.9911 valid_0's l2: 2085.37
[21] valid_0's poisson: -90.1189 valid_0's l2: 2075.03
[22] valid_0's poisson: -90.245 valid_0's l2: 2064.79
[23] valid_0's poisson: -90.3696 valid_0's l2: 2054.63
[24] valid_0's poisson: -90.4928 valid_0's l2: 2044.53
[25] valid_0's poisson: -90.6144 valid_0's l2: 2034.51
[26] valid_0's poisson: -90.7347 valid_0's l2: 2024.57
[27] valid_0's poisson: -90.8494 valid_0's l2: 2015.07
[28] valid_0's poisson: -90.967 valid_0's l2: 2005.28
[29] valid_0's poisson: -91.0832 valid_0's l2: 1995.55
[30] valid_0's poisson: -91.1981 valid_0's l2: 1985.9
[31] valid_0's poisson: -91.3121 valid_0's l2: 1976.28
[32] valid_0's poisson: -91.4243 valid_0's l2: 1966.78
[33] valid_0's poisson: -91.5317 valid_0's l2: 1957.69
[34] valid_0's poisson: -91.6415 valid_0's l2: 1948.43
[35] valid_0's poisson: -91.7507 valid_0's l2: 1939.08
[36] valid_0's poisson: -91.858 valid_0's l2: 1929.97
[37] valid_0's poisson: -91.9643 valid_0's l2: 1920.92
[38] valid_0's poisson: -92.0661 valid_0's l2: 1912.15
[39] valid_0's poisson: -92.1702 valid_0's l2: 1903.23
[40] valid_0's poisson: -92.2737 valid_0's l2: 1894.25
[41] valid_0's poisson: -92.3755 valid_0's l2: 1885.48
[42] valid_0's poisson: -92.4763 valid_0's l2: 1876.76
[43] valid_0's poisson: -92.5766 valid_0's l2: 1867.95
[44] valid_0's poisson: -92.6739 valid_0's l2: 1859.47
[45] valid_0's poisson: -92.7709 valid_0's l2: 1850.99
[46] valid_0's poisson: -92.8669 valid_0's l2: 1842.56
[47] valid_0's poisson: -92.9618 valid_0's l2: 1834.21
[48] valid_0's poisson: -93.0565 valid_0's l2: 1825.88
[49] valid_0's poisson: -93.1495 valid_0's l2: 1817.65
[50] valid_0's poisson: -93.2423 valid_0's l2: 1809.45
[51] valid_0's poisson: -93.3335 valid_0's l2: 1801.33
[52] valid_0's poisson: -93.4265 valid_0's l2: 1793
[53] valid_0's poisson: -93.5159 valid_0's l2: 1785
[54] valid_0's poisson: -93.6044 valid_0's l2: 1777.08
[55] valid_0's poisson: -93.6919 valid_0's l2: 1769.21
[56] valid_0's poisson: -93.7786 valid_0's l2: 1761.4
[57] valid_0's poisson: -93.8644 valid_0's l2: 1753.65
[58] valid_0's poisson: -93.9493 valid_0's l2: 1745.96
[59] valid_0's poisson: -94.0334 valid_0's l2: 1738.33
[60] valid_0's poisson: -94.1201 valid_0's l2: 1730.43
[61] valid_0's poisson: -94.2028 valid_0's l2: 1722.91
[62] valid_0's poisson: -94.2846 valid_0's l2: 1715.44
[63] valid_0's poisson: -94.3655 valid_0's l2: 1708.04
[64] valid_0's poisson: -94.4458 valid_0's l2: 1700.69
[65] valid_0's poisson: -94.5252 valid_0's l2: 1693.4
[66] valid_0's poisson: -94.6039 valid_0's l2: 1686.16
[67] valid_0's poisson: -94.6821 valid_0's l2: 1678.96
[68] valid_0's poisson: -94.7593 valid_0's l2: 1671.83
[69] valid_0's poisson: -94.8395 valid_0's l2: 1664.41
[70] valid_0's poisson: -94.9157 valid_0's l2: 1657.37
[71] valid_0's poisson: -94.9909 valid_0's l2: 1650.4
[72] valid_0's poisson: -95.0657 valid_0's l2: 1643.47
[73] valid_0's poisson: -95.1395 valid_0's l2: 1636.61
[74] valid_0's poisson: -95.213 valid_0's l2: 1629.78
[75] valid_0's poisson: -95.2844 valid_0's l2: 1623.11
[76] valid_0's poisson: -95.3602 valid_0's l2: 1616.02
[77] valid_0's poisson: -95.4318 valid_0's l2: 1609.34
[78] valid_0's poisson: -95.5025 valid_0's l2: 1602.72
[79] valid_0's poisson: -95.5719 valid_0's l2: 1596.23
[80] valid_0's poisson: -95.6414 valid_0's l2: 1589.71
[81] valid_0's poisson: -95.7096 valid_0's l2: 1583.32
[82] valid_0's poisson: -95.7778 valid_0's l2: 1576.9
[83] valid_0's poisson: -95.8496 valid_0's l2: 1570.14
[84] valid_0's poisson: -95.9171 valid_0's l2: 1563.81
[85] valid_0's poisson: -95.9831 valid_0's l2: 1557.61
[86] valid_0's poisson: -96.0498 valid_0's l2: 1551.33
[87] valid_0's poisson: -96.1144 valid_0's l2: 1545.23
[88] valid_0's poisson: -96.18 valid_0's l2: 1539.05
[89] valid_0's poisson: -96.245 valid_0's l2: 1532.92
[90] valid_0's poisson: -96.3087 valid_0's l2: 1526.91
[91] valid_0's poisson: -96.3716 valid_0's l2: 1520.93
[92] valid_0's poisson: -96.435 valid_0's l2: 1514.94
[93] valid_0's poisson: -96.5016 valid_0's l2: 1508.61
[94] valid_0's poisson: -96.5641 valid_0's l2: 1502.69
[95] valid_0's poisson: -96.6259 valid_0's l2: 1496.83
[96] valid_0's poisson: -96.6864 valid_0's l2: 1491.06
[97] valid_0's poisson: -96.7473 valid_0's l2: 1485.28
[98] valid_0's poisson: -96.807 valid_0's l2: 1479.62
[99] valid_0's poisson: -96.867 valid_0's l2: 1473.92
[100] valid_0's poisson: -96.9255 valid_0's l2: 1468.32
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3357 valid_0's l2: 2288.62
[2] valid_0's poisson: -87.4956 valid_0's l2: 2276.99
[3] valid_0's poisson: -87.6531 valid_0's l2: 2265.46
[4] valid_0's poisson: -87.8082 valid_0's l2: 2254.01
[5] valid_0's poisson: -87.961 valid_0's l2: 2242.65
[6] valid_0's poisson: -88.1115 valid_0's l2: 2231.38
[7] valid_0's poisson: -88.2594 valid_0's l2: 2220.24
[8] valid_0's poisson: -88.4057 valid_0's l2: 2209.14
[9] valid_0's poisson: -88.5499 valid_0's l2: 2198.13
[10] valid_0's poisson: -88.6921 valid_0's l2: 2187.21
[11] valid_0's poisson: -88.8324 valid_0's l2: 2176.37
[12] valid_0's poisson: -88.9705 valid_0's l2: 2165.63
[13] valid_0's poisson: -89.1065 valid_0's l2: 2154.99
[14] valid_0's poisson: -89.2409 valid_0's l2: 2144.41
[15] valid_0's poisson: -89.3739 valid_0's l2: 2133.9
[16] valid_0's poisson: -89.5048 valid_0's l2: 2123.49
[17] valid_0's poisson: -89.6344 valid_0's l2: 2113.13
[18] valid_0's poisson: -89.7619 valid_0's l2: 2102.87
[19] valid_0's poisson: -89.8877 valid_0's l2: 2092.72
[20] valid_0's poisson: -90.0122 valid_0's l2: 2082.61
[21] valid_0's poisson: -90.135 valid_0's l2: 2072.59
[22] valid_0's poisson: -90.2652 valid_0's l2: 2062.04
[23] valid_0's poisson: -90.3856 valid_0's l2: 2052.14
[24] valid_0's poisson: -90.5044 valid_0's l2: 2042.32
[25] valid_0's poisson: -90.6211 valid_0's l2: 2032.63
[26] valid_0's poisson: -90.7371 valid_0's l2: 2022.96
[27] valid_0's poisson: -90.8603 valid_0's l2: 2012.77
[28] valid_0's poisson: -90.9735 valid_0's l2: 2003.25
[29] valid_0's poisson: -91.0855 valid_0's l2: 1993.8
[30] valid_0's poisson: -91.196 valid_0's l2: 1984.43
[31] valid_0's poisson: -91.3049 valid_0's l2: 1975.19
[32] valid_0's poisson: -91.4126 valid_0's l2: 1965.99
[33] valid_0's poisson: -91.5283 valid_0's l2: 1956.21
[34] valid_0's poisson: -91.6343 valid_0's l2: 1947.11
[35] valid_0's poisson: -91.7388 valid_0's l2: 1938.08
[36] valid_0's poisson: -91.8419 valid_0's l2: 1929.18
[37] valid_0's poisson: -91.9443 valid_0's l2: 1920.29
[38] valid_0's poisson: -92.0443 valid_0's l2: 1911.58
[39] valid_0's poisson: -92.1532 valid_0's l2: 1902.19
[40] valid_0's poisson: -92.2527 valid_0's l2: 1893.48
[41] valid_0's poisson: -92.351 valid_0's l2: 1884.85
[42] valid_0's poisson: -92.4474 valid_0's l2: 1876.35
[43] valid_0's poisson: -92.5433 valid_0's l2: 1867.86
[44] valid_0's poisson: -92.6381 valid_0's l2: 1859.47
[45] valid_0's poisson: -92.7409 valid_0's l2: 1850.46
[46] valid_0's poisson: -92.8343 valid_0's l2: 1842.14
[47] valid_0's poisson: -92.9261 valid_0's l2: 1833.92
[48] valid_0's poisson: -93.0171 valid_0's l2: 1825.79
[49] valid_0's poisson: -93.1076 valid_0's l2: 1817.67
[50] valid_0's poisson: -93.2056 valid_0's l2: 1808.96
[51] valid_0's poisson: -93.2946 valid_0's l2: 1800.94
[52] valid_0's poisson: -93.3817 valid_0's l2: 1793.06
[53] valid_0's poisson: -93.469 valid_0's l2: 1785.16
[54] valid_0's poisson: -93.5544 valid_0's l2: 1777.4
[55] valid_0's poisson: -93.64 valid_0's l2: 1769.62
[56] valid_0's poisson: -93.7329 valid_0's l2: 1761.25
[57] valid_0's poisson: -93.8166 valid_0's l2: 1753.62
[58] valid_0's poisson: -93.8989 valid_0's l2: 1746.08
[59] valid_0's poisson: -93.981 valid_0's l2: 1738.54
[60] valid_0's poisson: -94.062 valid_0's l2: 1731.11
[61] valid_0's poisson: -94.151 valid_0's l2: 1723.02
[62] valid_0's poisson: -94.2312 valid_0's l2: 1715.64
[63] valid_0's poisson: -94.3095 valid_0's l2: 1708.38
[64] valid_0's poisson: -94.3877 valid_0's l2: 1701.17
[65] valid_0's poisson: -94.465 valid_0's l2: 1693.98
[66] valid_0's poisson: -94.5503 valid_0's l2: 1686.16
[67] valid_0's poisson: -94.627 valid_0's l2: 1679.04
[68] valid_0's poisson: -94.7019 valid_0's l2: 1672.05
[69] valid_0's poisson: -94.7772 valid_0's l2: 1665.04
[70] valid_0's poisson: -94.8507 valid_0's l2: 1658.17
[71] valid_0's poisson: -94.9324 valid_0's l2: 1650.61
[72] valid_0's poisson: -95.0054 valid_0's l2: 1643.78
[73] valid_0's poisson: -95.0777 valid_0's l2: 1636.99
[74] valid_0's poisson: -95.1492 valid_0's l2: 1630.29
[75] valid_0's poisson: -95.2199 valid_0's l2: 1623.62
[76] valid_0's poisson: -95.2984 valid_0's l2: 1616.32
[77] valid_0's poisson: -95.3686 valid_0's l2: 1609.71
[78] valid_0's poisson: -95.4376 valid_0's l2: 1603.18
[79] valid_0's poisson: -95.5057 valid_0's l2: 1596.77
[80] valid_0's poisson: -95.5817 valid_0's l2: 1589.66
[81] valid_0's poisson: -95.6496 valid_0's l2: 1583.25
[82] valid_0's poisson: -95.7164 valid_0's l2: 1576.91
[83] valid_0's poisson: -95.7826 valid_0's l2: 1570.64
[84] valid_0's poisson: -95.8483 valid_0's l2: 1564.4
[85] valid_0's poisson: -95.9215 valid_0's l2: 1557.52
[86] valid_0's poisson: -95.9866 valid_0's l2: 1551.34
[87] valid_0's poisson: -96.05 valid_0's l2: 1545.29
[88] valid_0's poisson: -96.114 valid_0's l2: 1539.21
[89] valid_0's poisson: -96.1849 valid_0's l2: 1532.51
[90] valid_0's poisson: -96.248 valid_0's l2: 1526.51
[91] valid_0's poisson: -96.3097 valid_0's l2: 1520.65
[92] valid_0's poisson: -96.3711 valid_0's l2: 1514.77
[93] valid_0's poisson: -96.44 valid_0's l2: 1508.25
[94] valid_0's poisson: -96.501 valid_0's l2: 1502.42
[95] valid_0's poisson: -96.5607 valid_0's l2: 1496.73
[96] valid_0's poisson: -96.6199 valid_0's l2: 1491.06
[97] valid_0's poisson: -96.6868 valid_0's l2: 1484.71
[98] valid_0's poisson: -96.7454 valid_0's l2: 1479.07
[99] valid_0's poisson: -96.8033 valid_0's l2: 1473.55
[100] valid_0's poisson: -96.8687 valid_0's l2: 1467.33
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3326 valid_0's l2: 2288.82
[2] valid_0's poisson: -87.4931 valid_0's l2: 2277.11
[3] valid_0's poisson: -87.6515 valid_0's l2: 2265.48
[4] valid_0's poisson: -87.8074 valid_0's l2: 2253.96
[5] valid_0's poisson: -87.9648 valid_0's l2: 2242.24
[6] valid_0's poisson: -88.1199 valid_0's l2: 2230.61
[7] valid_0's poisson: -88.2739 valid_0's l2: 2218.98
[8] valid_0's poisson: -88.4245 valid_0's l2: 2207.53
[9] valid_0's poisson: -88.5742 valid_0's l2: 2196.07
[10] valid_0's poisson: -88.7177 valid_0's l2: 2185.04
[11] valid_0's poisson: -88.8621 valid_0's l2: 2173.86
[12] valid_0's poisson: -89.0058 valid_0's l2: 2162.65
[13] valid_0's poisson: -89.1464 valid_0's l2: 2151.63
[14] valid_0's poisson: -89.2834 valid_0's l2: 2140.89
[15] valid_0's poisson: -89.4179 valid_0's l2: 2130.26
[16] valid_0's poisson: -89.5514 valid_0's l2: 2119.68
[17] valid_0's poisson: -89.6832 valid_0's l2: 2109.19
[18] valid_0's poisson: -89.8166 valid_0's l2: 2098.45
[19] valid_0's poisson: -89.9452 valid_0's l2: 2088.11
[20] valid_0's poisson: -90.0716 valid_0's l2: 2077.86
[21] valid_0's poisson: -90.1972 valid_0's l2: 2067.67
[22] valid_0's poisson: -90.321 valid_0's l2: 2057.56
[23] valid_0's poisson: -90.4434 valid_0's l2: 2047.53
[24] valid_0's poisson: -90.5666 valid_0's l2: 2037.34
[25] valid_0's poisson: -90.6854 valid_0's l2: 2027.5
[26] valid_0's poisson: -90.8036 valid_0's l2: 2017.69
[27] valid_0's poisson: -90.9204 valid_0's l2: 2007.95
[28] valid_0's poisson: -91.0358 valid_0's l2: 1998.29
[29] valid_0's poisson: -91.1526 valid_0's l2: 1988.44
[30] valid_0's poisson: -91.2654 valid_0's l2: 1978.92
[31] valid_0's poisson: -91.3768 valid_0's l2: 1969.48
[32] valid_0's poisson: -91.4872 valid_0's l2: 1960.1
[33] valid_0's poisson: -91.5963 valid_0's l2: 1950.78
[34] valid_0's poisson: -91.7078 valid_0's l2: 1941.2
[35] valid_0's poisson: -91.8146 valid_0's l2: 1932.02
[36] valid_0's poisson: -91.9202 valid_0's l2: 1922.92
[37] valid_0's poisson: -92.0247 valid_0's l2: 1913.88
[38] valid_0's poisson: -92.1281 valid_0's l2: 1904.9
[39] valid_0's poisson: -92.2333 valid_0's l2: 1895.73
[40] valid_0's poisson: -92.3347 valid_0's l2: 1886.88
[41] valid_0's poisson: -92.4349 valid_0's l2: 1878.12
[42] valid_0's poisson: -92.5341 valid_0's l2: 1869.4
[43] valid_0's poisson: -92.6322 valid_0's l2: 1860.75
[44] valid_0's poisson: -92.7326 valid_0's l2: 1851.89
[45] valid_0's poisson: -92.8292 valid_0's l2: 1843.35
[46] valid_0's poisson: -92.9243 valid_0's l2: 1834.91
[47] valid_0's poisson: -93.0187 valid_0's l2: 1826.49
[48] valid_0's poisson: -93.1119 valid_0's l2: 1818.18
[49] valid_0's poisson: -93.2048 valid_0's l2: 1809.88
[50] valid_0's poisson: -93.2964 valid_0's l2: 1801.67
[51] valid_0's poisson: -93.3903 valid_0's l2: 1793.22
[52] valid_0's poisson: -93.4799 valid_0's l2: 1785.15
[53] valid_0's poisson: -93.5697 valid_0's l2: 1777.07
[54] valid_0's poisson: -93.6578 valid_0's l2: 1769.09
[55] valid_0's poisson: -93.7451 valid_0's l2: 1761.18
[56] valid_0's poisson: -93.8348 valid_0's l2: 1753.03
[57] valid_0's poisson: -93.9212 valid_0's l2: 1745.18
[58] valid_0's poisson: -94.0062 valid_0's l2: 1737.43
[59] valid_0's poisson: -94.09 valid_0's l2: 1729.76
[60] valid_0's poisson: -94.1733 valid_0's l2: 1722.12
[61] valid_0's poisson: -94.2597 valid_0's l2: 1714.17
[62] valid_0's poisson: -94.3426 valid_0's l2: 1706.58
[63] valid_0's poisson: -94.4236 valid_0's l2: 1699.13
[64] valid_0's poisson: -94.5038 valid_0's l2: 1691.72
[65] valid_0's poisson: -94.5864 valid_0's l2: 1684.08
[66] valid_0's poisson: -94.6651 valid_0's l2: 1676.79
[67] valid_0's poisson: -94.7442 valid_0's l2: 1669.49
[68] valid_0's poisson: -94.8215 valid_0's l2: 1662.31
[69] valid_0's poisson: -94.9012 valid_0's l2: 1654.88
[70] valid_0's poisson: -94.9772 valid_0's l2: 1647.8
[71] valid_0's poisson: -95.0525 valid_0's l2: 1640.77
[72] valid_0's poisson: -95.1307 valid_0's l2: 1633.47
[73] valid_0's poisson: -95.2046 valid_0's l2: 1626.55
[74] valid_0's poisson: -95.2779 valid_0's l2: 1619.68
[75] valid_0's poisson: -95.3547 valid_0's l2: 1612.46
[76] valid_0's poisson: -95.4285 valid_0's l2: 1605.57
[77] valid_0's poisson: -95.5 valid_0's l2: 1598.84
[78] valid_0's poisson: -95.5707 valid_0's l2: 1592.18
[79] valid_0's poisson: -95.6442 valid_0's l2: 1585.26
[80] valid_0's poisson: -95.7135 valid_0's l2: 1578.71
[81] valid_0's poisson: -95.7822 valid_0's l2: 1572.2
[82] valid_0's poisson: -95.8502 valid_0's l2: 1565.75
[83] valid_0's poisson: -95.9177 valid_0's l2: 1559.35
[84] valid_0's poisson: -95.9883 valid_0's l2: 1552.65
[85] valid_0's poisson: -96.0546 valid_0's l2: 1546.34
[86] valid_0's poisson: -96.1204 valid_0's l2: 1540.08
[87] valid_0's poisson: -96.1855 valid_0's l2: 1533.86
[88] valid_0's poisson: -96.2503 valid_0's l2: 1527.7
[89] valid_0's poisson: -96.3191 valid_0's l2: 1521.14
[90] valid_0's poisson: -96.3832 valid_0's l2: 1515.02
[91] valid_0's poisson: -96.4462 valid_0's l2: 1508.99
[92] valid_0's poisson: -96.5092 valid_0's l2: 1502.95
[93] valid_0's poisson: -96.5717 valid_0's l2: 1496.97
[94] valid_0's poisson: -96.6337 valid_0's l2: 1491.03
[95] valid_0's poisson: -96.6944 valid_0's l2: 1485.18
[96] valid_0's poisson: -96.7596 valid_0's l2: 1478.93
[97] valid_0's poisson: -96.8202 valid_0's l2: 1473.13
[98] valid_0's poisson: -96.8803 valid_0's l2: 1467.36
[99] valid_0's poisson: -96.9391 valid_0's l2: 1461.68
[100] valid_0's poisson: -96.9982 valid_0's l2: 1456.02
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3396 valid_0's l2: 2288.36
[2] valid_0's poisson: -87.5007 valid_0's l2: 2276.67
[3] valid_0's poisson: -87.6593 valid_0's l2: 2265.06
[4] valid_0's poisson: -87.8216 valid_0's l2: 2253.11
[5] valid_0's poisson: -87.976 valid_0's l2: 2241.67
[6] valid_0's poisson: -88.1282 valid_0's l2: 2230.32
[7] valid_0's poisson: -88.2837 valid_0's l2: 2218.62
[8] valid_0's poisson: -88.432 valid_0's l2: 2207.41
[9] valid_0's poisson: -88.578 valid_0's l2: 2196.31
[10] valid_0's poisson: -88.722 valid_0's l2: 2185.29
[11] valid_0's poisson: -88.864 valid_0's l2: 2174.36
[12] valid_0's poisson: -89.0097 valid_0's l2: 2163.06
[13] valid_0's poisson: -89.148 valid_0's l2: 2152.29
[14] valid_0's poisson: -89.2852 valid_0's l2: 2141.55
[15] valid_0's poisson: -89.42 valid_0's l2: 2130.94
[16] valid_0's poisson: -89.5531 valid_0's l2: 2120.4
[17] valid_0's poisson: -89.6899 valid_0's l2: 2109.51
[18] valid_0's poisson: -89.8196 valid_0's l2: 2099.12
[19] valid_0's poisson: -89.9486 valid_0's l2: 2088.77
[20] valid_0's poisson: -90.0753 valid_0's l2: 2078.54
[21] valid_0's poisson: -90.2002 valid_0's l2: 2068.39
[22] valid_0's poisson: -90.3237 valid_0's l2: 2058.32
[23] valid_0's poisson: -90.4512 valid_0's l2: 2047.87
[24] valid_0's poisson: -90.5735 valid_0's l2: 2037.85
[25] valid_0's poisson: -90.6925 valid_0's l2: 2028.01
[26] valid_0's poisson: -90.8105 valid_0's l2: 2018.22
[27] valid_0's poisson: -90.9267 valid_0's l2: 2008.53
[28] valid_0's poisson: -91.0474 valid_0's l2: 1998.43
[29] valid_0's poisson: -91.1612 valid_0's l2: 1988.88
[30] valid_0's poisson: -91.2757 valid_0's l2: 1979.27
[31] valid_0's poisson: -91.3869 valid_0's l2: 1969.86
[32] valid_0's poisson: -91.497 valid_0's l2: 1960.5
[33] valid_0's poisson: -91.6111 valid_0's l2: 1950.77
[34] valid_0's poisson: -91.7175 valid_0's l2: 1941.65
[35] valid_0's poisson: -91.824 valid_0's l2: 1932.51
[36] valid_0's poisson: -91.928 valid_0's l2: 1923.52
[37] valid_0's poisson: -92.0376 valid_0's l2: 1914.05
[38] valid_0's poisson: -92.1401 valid_0's l2: 1905.14
[39] valid_0's poisson: -92.2415 valid_0's l2: 1896.3
[40] valid_0's poisson: -92.3419 valid_0's l2: 1887.52
[41] valid_0's poisson: -92.4411 valid_0's l2: 1878.81
[42] valid_0's poisson: -92.5393 valid_0's l2: 1870.17
[43] valid_0's poisson: -92.6364 valid_0's l2: 1861.59
[44] valid_0's poisson: -92.7389 valid_0's l2: 1852.56
[45] valid_0's poisson: -92.8341 valid_0's l2: 1844.11
[46] valid_0's poisson: -92.9278 valid_0's l2: 1835.76
[47] valid_0's poisson: -93.0209 valid_0's l2: 1827.45
[48] valid_0's poisson: -93.1133 valid_0's l2: 1819.19
[49] valid_0's poisson: -93.2047 valid_0's l2: 1811
[50] valid_0's poisson: -93.3016 valid_0's l2: 1802.33
[51] valid_0's poisson: -93.3912 valid_0's l2: 1794.27
[52] valid_0's poisson: -93.4798 valid_0's l2: 1786.25
[53] valid_0's poisson: -93.5675 valid_0's l2: 1778.33
[54] valid_0's poisson: -93.6546 valid_0's l2: 1770.43
[55] valid_0's poisson: -93.7398 valid_0's l2: 1762.68
[56] valid_0's poisson: -93.8316 valid_0's l2: 1754.36
[57] valid_0's poisson: -93.9161 valid_0's l2: 1746.64
[58] valid_0's poisson: -93.9998 valid_0's l2: 1739
[59] valid_0's poisson: -94.0825 valid_0's l2: 1731.4
[60] valid_0's poisson: -94.1647 valid_0's l2: 1723.85
[61] valid_0's poisson: -94.246 valid_0's l2: 1716.37
[62] valid_0's poisson: -94.3266 valid_0's l2: 1708.96
[63] valid_0's poisson: -94.4129 valid_0's l2: 1701.02
[64] valid_0's poisson: -94.4915 valid_0's l2: 1693.77
[65] valid_0's poisson: -94.5698 valid_0's l2: 1686.5
[66] valid_0's poisson: -94.647 valid_0's l2: 1679.35
[67] valid_0's poisson: -94.7231 valid_0's l2: 1672.24
[68] valid_0's poisson: -94.799 valid_0's l2: 1665.19
[69] valid_0's poisson: -94.8812 valid_0's l2: 1657.57
[70] valid_0's poisson: -94.9557 valid_0's l2: 1650.63
[71] valid_0's poisson: -95.0292 valid_0's l2: 1643.72
[72] valid_0's poisson: -95.1025 valid_0's l2: 1636.88
[73] valid_0's poisson: -95.1751 valid_0's l2: 1630.09
[74] valid_0's poisson: -95.2475 valid_0's l2: 1623.3
[75] valid_0's poisson: -95.3258 valid_0's l2: 1615.98
[76] valid_0's poisson: -95.3962 valid_0's l2: 1609.32
[77] valid_0's poisson: -95.4663 valid_0's l2: 1602.73
[78] valid_0's poisson: -95.5362 valid_0's l2: 1596.14
[79] valid_0's poisson: -95.6051 valid_0's l2: 1589.65
[80] valid_0's poisson: -95.6803 valid_0's l2: 1582.58
[81] valid_0's poisson: -95.748 valid_0's l2: 1576.15
[82] valid_0's poisson: -95.8156 valid_0's l2: 1569.75
[83] valid_0's poisson: -95.8826 valid_0's l2: 1563.42
[84] valid_0's poisson: -95.9492 valid_0's l2: 1557.11
[85] valid_0's poisson: -96.0147 valid_0's l2: 1550.87
[86] valid_0's poisson: -96.0865 valid_0's l2: 1544.07
[87] valid_0's poisson: -96.1519 valid_0's l2: 1537.86
[88] valid_0's poisson: -96.2161 valid_0's l2: 1531.76
[89] valid_0's poisson: -96.2804 valid_0's l2: 1525.65
[90] valid_0's poisson: -96.3432 valid_0's l2: 1519.64
[91] valid_0's poisson: -96.4059 valid_0's l2: 1513.68
[92] valid_0's poisson: -96.4677 valid_0's l2: 1507.78
[93] valid_0's poisson: -96.5299 valid_0's l2: 1501.86
[94] valid_0's poisson: -96.5975 valid_0's l2: 1495.41
[95] valid_0's poisson: -96.6587 valid_0's l2: 1489.57
[96] valid_0's poisson: -96.7186 valid_0's l2: 1483.82
[97] valid_0's poisson: -96.7783 valid_0's l2: 1478.11
[98] valid_0's poisson: -96.8376 valid_0's l2: 1472.45
[99] valid_0's poisson: -96.897 valid_0's l2: 1466.76
[100] valid_0's poisson: -96.955 valid_0's l2: 1461.18
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.325 valid_0's l2: 2289.33
[2] valid_0's poisson: -87.484 valid_0's l2: 2277.7
[3] valid_0's poisson: -87.6406 valid_0's l2: 2266.17
[4] valid_0's poisson: -87.795 valid_0's l2: 2254.72
[5] valid_0's poisson: -87.9471 valid_0's l2: 2243.36
[6] valid_0's poisson: -88.0972 valid_0's l2: 2232.09
[7] valid_0's poisson: -88.25 valid_0's l2: 2220.53
[8] valid_0's poisson: -88.4006 valid_0's l2: 2209.05
[9] valid_0's poisson: -88.5491 valid_0's l2: 2197.66
[10] valid_0's poisson: -88.6955 valid_0's l2: 2186.36
[11] valid_0's poisson: -88.8354 valid_0's l2: 2175.51
[12] valid_0's poisson: -88.9779 valid_0's l2: 2164.38
[13] valid_0's poisson: -89.1185 valid_0's l2: 2153.33
[14] valid_0's poisson: -89.2572 valid_0's l2: 2142.37
[15] valid_0's poisson: -89.394 valid_0's l2: 2131.49
[16] valid_0's poisson: -89.529 valid_0's l2: 2120.7
[17] valid_0's poisson: -89.6588 valid_0's l2: 2110.31
[18] valid_0's poisson: -89.7905 valid_0's l2: 2099.67
[19] valid_0's poisson: -89.9205 valid_0's l2: 2089.12
[20] valid_0's poisson: -90.0487 valid_0's l2: 2078.66
[21] valid_0's poisson: -90.1755 valid_0's l2: 2068.26
[22] valid_0's poisson: -90.3009 valid_0's l2: 2057.94
[23] valid_0's poisson: -90.4214 valid_0's l2: 2048.01
[24] valid_0's poisson: -90.5436 valid_0's l2: 2037.86
[25] valid_0's poisson: -90.6641 valid_0's l2: 2027.8
[26] valid_0's poisson: -90.7846 valid_0's l2: 2017.7
[27] valid_0's poisson: -90.9025 valid_0's l2: 2007.78
[28] valid_0's poisson: -91.0192 valid_0's l2: 1997.92
[29] valid_0's poisson: -91.1355 valid_0's l2: 1988.05
[30] valid_0's poisson: -91.2466 valid_0's l2: 1978.64
[31] valid_0's poisson: -91.3593 valid_0's l2: 1969.01
[32] valid_0's poisson: -91.469 valid_0's l2: 1959.72
[33] valid_0's poisson: -91.5773 valid_0's l2: 1950.51
[34] valid_0's poisson: -91.6875 valid_0's l2: 1941
[35] valid_0's poisson: -91.7936 valid_0's l2: 1931.92
[36] valid_0's poisson: -91.8983 valid_0's l2: 1922.92
[37] valid_0's poisson: -92.002 valid_0's l2: 1913.98
[38] valid_0's poisson: -92.1077 valid_0's l2: 1904.73
[39] valid_0's poisson: -92.21 valid_0's l2: 1895.86
[40] valid_0's poisson: -92.311 valid_0's l2: 1887.07
[41] valid_0's poisson: -92.4112 valid_0's l2: 1878.32
[42] valid_0's poisson: -92.51 valid_0's l2: 1869.67
[43] valid_0's poisson: -92.608 valid_0's l2: 1861.06
[44] valid_0's poisson: -92.7048 valid_0's l2: 1852.52
[45] valid_0's poisson: -92.8039 valid_0's l2: 1843.7
[46] valid_0's poisson: -92.8989 valid_0's l2: 1835.28
[47] valid_0's poisson: -92.9921 valid_0's l2: 1826.99
[48] valid_0's poisson: -93.0851 valid_0's l2: 1818.71
[49] valid_0's poisson: -93.177 valid_0's l2: 1810.49
[50] valid_0's poisson: -93.2668 valid_0's l2: 1802.4
[51] valid_0's poisson: -93.3606 valid_0's l2: 1793.93
[52] valid_0's poisson: -93.45 valid_0's l2: 1785.88
[53] valid_0's poisson: -93.5386 valid_0's l2: 1777.9
[54] valid_0's poisson: -93.625 valid_0's l2: 1770.03
[55] valid_0's poisson: -93.7117 valid_0's l2: 1762.18
[56] valid_0's poisson: -93.7958 valid_0's l2: 1754.49
[57] valid_0's poisson: -93.8846 valid_0's l2: 1746.36
[58] valid_0's poisson: -93.969 valid_0's l2: 1738.67
[59] valid_0's poisson: -94.0513 valid_0's l2: 1731.1
[60] valid_0's poisson: -94.1341 valid_0's l2: 1723.52
[61] valid_0's poisson: -94.2147 valid_0's l2: 1716.07
[62] valid_0's poisson: -94.296 valid_0's l2: 1708.6
[63] valid_0's poisson: -94.3751 valid_0's l2: 1701.27
[64] valid_0's poisson: -94.4589 valid_0's l2: 1693.51
[65] valid_0's poisson: -94.538 valid_0's l2: 1686.21
[66] valid_0's poisson: -94.6157 valid_0's l2: 1679.01
[67] valid_0's poisson: -94.692 valid_0's l2: 1671.89
[68] valid_0's poisson: -94.769 valid_0's l2: 1664.75
[69] valid_0's poisson: -94.8438 valid_0's l2: 1657.73
[70] valid_0's poisson: -94.9193 valid_0's l2: 1650.7
[71] valid_0's poisson: -94.9985 valid_0's l2: 1643.3
[72] valid_0's poisson: -95.0727 valid_0's l2: 1636.37
[73] valid_0's poisson: -95.1452 valid_0's l2: 1629.55
[74] valid_0's poisson: -95.2172 valid_0's l2: 1622.77
[75] valid_0's poisson: -95.2888 valid_0's l2: 1616.06
[76] valid_0's poisson: -95.3594 valid_0's l2: 1609.39
[77] valid_0's poisson: -95.4349 valid_0's l2: 1602.28
[78] valid_0's poisson: -95.5053 valid_0's l2: 1595.65
[79] valid_0's poisson: -95.5742 valid_0's l2: 1589.13
[80] valid_0's poisson: -95.6434 valid_0's l2: 1582.61
[81] valid_0's poisson: -95.7108 valid_0's l2: 1576.19
[82] valid_0's poisson: -95.7788 valid_0's l2: 1569.77
[83] valid_0's poisson: -95.8508 valid_0's l2: 1562.94
[84] valid_0's poisson: -95.9175 valid_0's l2: 1556.63
[85] valid_0's poisson: -95.9828 valid_0's l2: 1550.39
[86] valid_0's poisson: -96.0482 valid_0's l2: 1544.2
[87] valid_0's poisson: -96.1126 valid_0's l2: 1538.06
[88] valid_0's poisson: -96.1769 valid_0's l2: 1531.96
[89] valid_0's poisson: -96.2458 valid_0's l2: 1525.4
[90] valid_0's poisson: -96.3091 valid_0's l2: 1519.39
[91] valid_0's poisson: -96.3725 valid_0's l2: 1513.35
[92] valid_0's poisson: -96.4348 valid_0's l2: 1507.43
[93] valid_0's poisson: -96.4971 valid_0's l2: 1501.48
[94] valid_0's poisson: -96.5634 valid_0's l2: 1495.17
[95] valid_0's poisson: -96.6247 valid_0's l2: 1489.32
[96] valid_0's poisson: -96.6847 valid_0's l2: 1483.57
[97] valid_0's poisson: -96.7445 valid_0's l2: 1477.85
[98] valid_0's poisson: -96.8039 valid_0's l2: 1472.19
[99] valid_0's poisson: -96.8637 valid_0's l2: 1466.47
[100] valid_0's poisson: -96.9225 valid_0's l2: 1460.85
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3481 valid_0's l2: 2287.73
[2] valid_0's poisson: -87.5197 valid_0's l2: 2275.24
[3] valid_0's poisson: -87.6888 valid_0's l2: 2262.85
[4] valid_0's poisson: -87.8554 valid_0's l2: 2250.56
[5] valid_0's poisson: -88.0195 valid_0's l2: 2238.36
[6] valid_0's poisson: -88.1812 valid_0's l2: 2226.26
[7] valid_0's poisson: -88.3407 valid_0's l2: 2214.25
[8] valid_0's poisson: -88.4978 valid_0's l2: 2202.33
[9] valid_0's poisson: -88.6527 valid_0's l2: 2190.51
[10] valid_0's poisson: -88.8074 valid_0's l2: 2178.62
[11] valid_0's poisson: -88.9581 valid_0's l2: 2166.98
[12] valid_0's poisson: -89.1086 valid_0's l2: 2155.27
[13] valid_0's poisson: -89.2572 valid_0's l2: 2143.65
[14] valid_0's poisson: -89.4023 valid_0's l2: 2132.25
[15] valid_0's poisson: -89.5469 valid_0's l2: 2120.8
[16] valid_0's poisson: -89.6896 valid_0's l2: 2109.45
[17] valid_0's poisson: -89.8292 valid_0's l2: 2098.3
[18] valid_0's poisson: -89.968 valid_0's l2: 2087.14
[19] valid_0's poisson: -90.1054 valid_0's l2: 2076.04
[20] valid_0's poisson: -90.2397 valid_0's l2: 2065.15
[21] valid_0's poisson: -90.3735 valid_0's l2: 2054.23
[22] valid_0's poisson: -90.5057 valid_0's l2: 2043.4
[23] valid_0's poisson: -90.6353 valid_0's l2: 2032.74
[24] valid_0's poisson: -90.7641 valid_0's l2: 2022.08
[25] valid_0's poisson: -90.8914 valid_0's l2: 2011.5
[26] valid_0's poisson: -91.0165 valid_0's l2: 2001.09
[27] valid_0's poisson: -91.141 valid_0's l2: 1990.65
[28] valid_0's poisson: -91.2638 valid_0's l2: 1980.31
[29] valid_0's poisson: -91.3875 valid_0's l2: 1969.88
[30] valid_0's poisson: -91.5095 valid_0's l2: 1959.55
[31] valid_0's poisson: -91.6299 valid_0's l2: 1949.31
[32] valid_0's poisson: -91.7491 valid_0's l2: 1939.14
[33] valid_0's poisson: -91.8667 valid_0's l2: 1929.05
[34] valid_0's poisson: -91.9817 valid_0's l2: 1919.15
[35] valid_0's poisson: -92.0971 valid_0's l2: 1909.19
[36] valid_0's poisson: -92.2107 valid_0's l2: 1899.35
[37] valid_0's poisson: -92.3235 valid_0's l2: 1889.54
[38] valid_0's poisson: -92.435 valid_0's l2: 1879.82
[39] valid_0's poisson: -92.5454 valid_0's l2: 1870.16
[40] valid_0's poisson: -92.6543 valid_0's l2: 1860.6
[41] valid_0's poisson: -92.7622 valid_0's l2: 1851.1
[42] valid_0's poisson: -92.8701 valid_0's l2: 1841.55
[43] valid_0's poisson: -92.9769 valid_0's l2: 1832.08
[44] valid_0's poisson: -93.0826 valid_0's l2: 1822.68
[45] valid_0's poisson: -93.1868 valid_0's l2: 1813.49
[46] valid_0's poisson: -93.2891 valid_0's l2: 1804.33
[47] valid_0's poisson: -93.3917 valid_0's l2: 1795.22
[48] valid_0's poisson: -93.4931 valid_0's l2: 1786.1
[49] valid_0's poisson: -93.5912 valid_0's l2: 1777.25
[50] valid_0's poisson: -93.6904 valid_0's l2: 1768.38
[51] valid_0's poisson: -93.7889 valid_0's l2: 1759.54
[52] valid_0's poisson: -93.8864 valid_0's l2: 1750.68
[53] valid_0's poisson: -93.9826 valid_0's l2: 1742.02
[54] valid_0's poisson: -94.0773 valid_0's l2: 1733.37
[55] valid_0's poisson: -94.1721 valid_0's l2: 1724.79
[56] valid_0's poisson: -94.2659 valid_0's l2: 1716.18
[57] valid_0's poisson: -94.3588 valid_0's l2: 1707.73
[58] valid_0's poisson: -94.4509 valid_0's l2: 1699.25
[59] valid_0's poisson: -94.5407 valid_0's l2: 1691.01
[60] valid_0's poisson: -94.6296 valid_0's l2: 1682.84
[61] valid_0's poisson: -94.719 valid_0's l2: 1674.55
[62] valid_0's poisson: -94.8063 valid_0's l2: 1666.5
[63] valid_0's poisson: -94.8927 valid_0's l2: 1658.51
[64] valid_0's poisson: -94.9782 valid_0's l2: 1650.58
[65] valid_0's poisson: -95.0646 valid_0's l2: 1642.52
[66] valid_0's poisson: -95.1486 valid_0's l2: 1634.71
[67] valid_0's poisson: -95.2317 valid_0's l2: 1626.95
[68] valid_0's poisson: -95.3141 valid_0's l2: 1619.26
[69] valid_0's poisson: -95.3974 valid_0's l2: 1611.43
[70] valid_0's poisson: -95.4783 valid_0's l2: 1603.85
[71] valid_0's poisson: -95.5583 valid_0's l2: 1596.33
[72] valid_0's poisson: -95.6377 valid_0's l2: 1588.82
[73] valid_0's poisson: -95.7182 valid_0's l2: 1581.21
[74] valid_0's poisson: -95.7963 valid_0's l2: 1573.85
[75] valid_0's poisson: -95.8735 valid_0's l2: 1566.5
[76] valid_0's poisson: -95.952 valid_0's l2: 1559.06
[77] valid_0's poisson: -96.028 valid_0's l2: 1551.86
[78] valid_0's poisson: -96.1032 valid_0's l2: 1544.67
[79] valid_0's poisson: -96.1778 valid_0's l2: 1537.54
[80] valid_0's poisson: -96.2538 valid_0's l2: 1530.29
[81] valid_0's poisson: -96.3279 valid_0's l2: 1523.16
[82] valid_0's poisson: -96.4014 valid_0's l2: 1516.08
[83] valid_0's poisson: -96.4742 valid_0's l2: 1509.05
[84] valid_0's poisson: -96.5453 valid_0's l2: 1502.22
[85] valid_0's poisson: -96.6182 valid_0's l2: 1495.23
[86] valid_0's poisson: -96.6892 valid_0's l2: 1488.35
[87] valid_0's poisson: -96.7592 valid_0's l2: 1481.6
[88] valid_0's poisson: -96.8295 valid_0's l2: 1474.77
[89] valid_0's poisson: -96.9002 valid_0's l2: 1467.96
[90] valid_0's poisson: -96.9687 valid_0's l2: 1461.32
[91] valid_0's poisson: -97.0373 valid_0's l2: 1454.63
[92] valid_0's poisson: -97.105 valid_0's l2: 1448.03
[93] valid_0's poisson: -97.1712 valid_0's l2: 1441.6
[94] valid_0's poisson: -97.2394 valid_0's l2: 1435.03
[95] valid_0's poisson: -97.3054 valid_0's l2: 1428.59
[96] valid_0's poisson: -97.371 valid_0's l2: 1422.17
[97] valid_0's poisson: -97.4375 valid_0's l2: 1415.74
[98] valid_0's poisson: -97.5013 valid_0's l2: 1409.57
[99] valid_0's poisson: -97.5656 valid_0's l2: 1403.25
[100] valid_0's poisson: -97.6293 valid_0's l2: 1397.02
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3502 valid_0's l2: 2287.57
[2] valid_0's poisson: -87.5248 valid_0's l2: 2274.86
[3] valid_0's poisson: -87.6959 valid_0's l2: 2262.31
[4] valid_0's poisson: -87.8651 valid_0's l2: 2249.8
[5] valid_0's poisson: -88.0309 valid_0's l2: 2237.45
[6] valid_0's poisson: -88.1951 valid_0's l2: 2225.13
[7] valid_0's poisson: -88.356 valid_0's l2: 2212.96
[8] valid_0's poisson: -88.5153 valid_0's l2: 2200.84
[9] valid_0's poisson: -88.6716 valid_0's l2: 2188.86
[10] valid_0's poisson: -88.8264 valid_0's l2: 2176.92
[11] valid_0's poisson: -88.9802 valid_0's l2: 2164.98
[12] valid_0's poisson: -89.1318 valid_0's l2: 2153.13
[13] valid_0's poisson: -89.2791 valid_0's l2: 2141.54
[14] valid_0's poisson: -89.4266 valid_0's l2: 2129.87
[15] valid_0's poisson: -89.571 valid_0's l2: 2118.4
[16] valid_0's poisson: -89.7145 valid_0's l2: 2106.91
[17] valid_0's poisson: -89.8535 valid_0's l2: 2095.75
[18] valid_0's poisson: -89.997 valid_0's l2: 2084.22
[19] valid_0's poisson: -90.1351 valid_0's l2: 2072.99
[20] valid_0's poisson: -90.2703 valid_0's l2: 2061.95
[21] valid_0's poisson: -90.4048 valid_0's l2: 2050.89
[22] valid_0's poisson: -90.5415 valid_0's l2: 2039.67
[23] valid_0's poisson: -90.6704 valid_0's l2: 2029
[24] valid_0's poisson: -90.8 valid_0's l2: 2018.19
[25] valid_0's poisson: -90.9271 valid_0's l2: 2007.56
[26] valid_0's poisson: -91.0572 valid_0's l2: 1996.7
[27] valid_0's poisson: -91.1806 valid_0's l2: 1986.27
[28] valid_0's poisson: -91.3032 valid_0's l2: 1975.88
[29] valid_0's poisson: -91.4289 valid_0's l2: 1965.25
[30] valid_0's poisson: -91.5487 valid_0's l2: 1955.01
[31] valid_0's poisson: -91.6668 valid_0's l2: 1944.87
[32] valid_0's poisson: -91.7839 valid_0's l2: 1934.79
[33] valid_0's poisson: -91.9045 valid_0's l2: 1924.43
[34] valid_0's poisson: -92.0187 valid_0's l2: 1914.51
[35] valid_0's poisson: -92.1317 valid_0's l2: 1904.68
[36] valid_0's poisson: -92.2435 valid_0's l2: 1894.91
[37] valid_0's poisson: -92.3592 valid_0's l2: 1884.83
[38] valid_0's poisson: -92.4675 valid_0's l2: 1875.34
[39] valid_0's poisson: -92.5753 valid_0's l2: 1865.81
[40] valid_0's poisson: -92.6875 valid_0's l2: 1855.95
[41] valid_0's poisson: -92.7932 valid_0's l2: 1846.57
[42] valid_0's poisson: -92.8985 valid_0's l2: 1837.19
[43] valid_0's poisson: -93.0021 valid_0's l2: 1827.92
[44] valid_0's poisson: -93.1097 valid_0's l2: 1818.35
[45] valid_0's poisson: -93.2103 valid_0's l2: 1809.34
[46] valid_0's poisson: -93.3108 valid_0's l2: 1800.27
[47] valid_0's poisson: -93.4115 valid_0's l2: 1791.14
[48] valid_0's poisson: -93.5147 valid_0's l2: 1781.84
[49] valid_0's poisson: -93.6119 valid_0's l2: 1773.03
[50] valid_0's poisson: -93.7096 valid_0's l2: 1764.09
[51] valid_0's poisson: -93.805 valid_0's l2: 1755.36
[52] valid_0's poisson: -93.9045 valid_0's l2: 1746.32
[53] valid_0's poisson: -93.9981 valid_0's l2: 1737.73
[54] valid_0's poisson: -94.092 valid_0's l2: 1729.06
[55] valid_0's poisson: -94.1887 valid_0's l2: 1720.21
[56] valid_0's poisson: -94.2794 valid_0's l2: 1711.83
[57] valid_0's poisson: -94.3689 valid_0's l2: 1703.57
[58] valid_0's poisson: -94.459 valid_0's l2: 1695.16
[59] valid_0's poisson: -94.5522 valid_0's l2: 1686.56
[60] valid_0's poisson: -94.6396 valid_0's l2: 1678.44
[61] valid_0's poisson: -94.7268 valid_0's l2: 1670.25
[62] valid_0's poisson: -94.8176 valid_0's l2: 1661.83
[63] valid_0's poisson: -94.9025 valid_0's l2: 1653.87
[64] valid_0's poisson: -94.9873 valid_0's l2: 1645.9
[65] valid_0's poisson: -95.0705 valid_0's l2: 1638.06
[66] valid_0's poisson: -95.1581 valid_0's l2: 1629.88
[67] valid_0's poisson: -95.2404 valid_0's l2: 1622.1
[68] valid_0's poisson: -95.3222 valid_0's l2: 1614.36
[69] valid_0's poisson: -95.4073 valid_0's l2: 1606.36
[70] valid_0's poisson: -95.4869 valid_0's l2: 1598.81
[71] valid_0's poisson: -95.5658 valid_0's l2: 1591.3
[72] valid_0's poisson: -95.6489 valid_0's l2: 1583.47
[73] valid_0's poisson: -95.7271 valid_0's l2: 1576.01
[74] valid_0's poisson: -95.8044 valid_0's l2: 1568.61
[75] valid_0's poisson: -95.8809 valid_0's l2: 1561.31
[76] valid_0's poisson: -95.9611 valid_0's l2: 1553.7
[77] valid_0's poisson: -96.036 valid_0's l2: 1546.53
[78] valid_0's poisson: -96.1114 valid_0's l2: 1539.27
[79] valid_0's poisson: -96.1845 valid_0's l2: 1532.23
[80] valid_0's poisson: -96.262 valid_0's l2: 1524.84
[81] valid_0's poisson: -96.3346 valid_0's l2: 1517.91
[82] valid_0's poisson: -96.4069 valid_0's l2: 1510.9
[83] valid_0's poisson: -96.4827 valid_0's l2: 1503.65
[84] valid_0's poisson: -96.5532 valid_0's l2: 1496.83
[85] valid_0's poisson: -96.6239 valid_0's l2: 1490.04
[86] valid_0's poisson: -96.6934 valid_0's l2: 1483.27
[87] valid_0's poisson: -96.7667 valid_0's l2: 1476.23
[88] valid_0's poisson: -96.8354 valid_0's l2: 1469.61
[89] valid_0's poisson: -96.9039 valid_0's l2: 1462.97
[90] valid_0's poisson: -96.9753 valid_0's l2: 1456.09
[91] valid_0's poisson: -97.0424 valid_0's l2: 1449.57
[92] valid_0's poisson: -97.1086 valid_0's l2: 1443.13
[93] valid_0's poisson: -97.1785 valid_0's l2: 1436.38
[94] valid_0's poisson: -97.2449 valid_0's l2: 1429.93
[95] valid_0's poisson: -97.3096 valid_0's l2: 1423.59
[96] valid_0's poisson: -97.3777 valid_0's l2: 1417
[97] valid_0's poisson: -97.4417 valid_0's l2: 1410.83
[98] valid_0's poisson: -97.5053 valid_0's l2: 1404.57
[99] valid_0's poisson: -97.5719 valid_0's l2: 1398.12
[100] valid_0's poisson: -97.6348 valid_0's l2: 1392.02
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3475 valid_0's l2: 2287.73
[2] valid_0's poisson: -87.5227 valid_0's l2: 2274.95
[3] valid_0's poisson: -87.6952 valid_0's l2: 2262.27
[4] valid_0's poisson: -87.8654 valid_0's l2: 2249.66
[5] valid_0's poisson: -88.033 valid_0's l2: 2237.15
[6] valid_0's poisson: -88.1989 valid_0's l2: 2224.68
[7] valid_0's poisson: -88.3624 valid_0's l2: 2212.31
[8] valid_0's poisson: -88.5237 valid_0's l2: 2200.01
[9] valid_0's poisson: -88.6839 valid_0's l2: 2187.72
[10] valid_0's poisson: -88.8419 valid_0's l2: 2175.52
[11] valid_0's poisson: -88.9952 valid_0's l2: 2163.59
[12] valid_0's poisson: -89.1475 valid_0's l2: 2151.69
[13] valid_0's poisson: -89.2991 valid_0's l2: 2139.75
[14] valid_0's poisson: -89.4473 valid_0's l2: 2128.03
[15] valid_0's poisson: -89.5949 valid_0's l2: 2116.27
[16] valid_0's poisson: -89.7402 valid_0's l2: 2104.63
[17] valid_0's poisson: -89.8825 valid_0's l2: 2093.23
[18] valid_0's poisson: -90.0233 valid_0's l2: 2081.83
[19] valid_0's poisson: -90.162 valid_0's l2: 2070.6
[20] valid_0's poisson: -90.2987 valid_0's l2: 2059.43
[21] valid_0's poisson: -90.4339 valid_0's l2: 2048.36
[22] valid_0's poisson: -90.5688 valid_0's l2: 2037.22
[23] valid_0's poisson: -90.7009 valid_0's l2: 2026.31
[24] valid_0's poisson: -90.8319 valid_0's l2: 2015.39
[25] valid_0's poisson: -90.9608 valid_0's l2: 2004.65
[26] valid_0's poisson: -91.0895 valid_0's l2: 1993.83
[27] valid_0's poisson: -91.2152 valid_0's l2: 1983.25
[28] valid_0's poisson: -91.3393 valid_0's l2: 1972.76
[29] valid_0's poisson: -91.4619 valid_0's l2: 1962.33
[30] valid_0's poisson: -91.5833 valid_0's l2: 1951.99
[31] valid_0's poisson: -91.7049 valid_0's l2: 1941.55
[32] valid_0's poisson: -91.8235 valid_0's l2: 1931.37
[33] valid_0's poisson: -91.9417 valid_0's l2: 1921.15
[34] valid_0's poisson: -92.0575 valid_0's l2: 1911.13
[35] valid_0's poisson: -92.1737 valid_0's l2: 1901
[36] valid_0's poisson: -92.287 valid_0's l2: 1891.12
[37] valid_0's poisson: -92.3993 valid_0's l2: 1881.29
[38] valid_0's poisson: -92.5102 valid_0's l2: 1871.55
[39] valid_0's poisson: -92.6216 valid_0's l2: 1861.72
[40] valid_0's poisson: -92.7301 valid_0's l2: 1852.13
[41] valid_0's poisson: -92.8383 valid_0's l2: 1842.51
[42] valid_0's poisson: -92.9446 valid_0's l2: 1833.07
[43] valid_0's poisson: -93.0513 valid_0's l2: 1823.52
[44] valid_0's poisson: -93.1554 valid_0's l2: 1814.21
[45] valid_0's poisson: -93.2589 valid_0's l2: 1804.92
[46] valid_0's poisson: -93.3608 valid_0's l2: 1795.76
[47] valid_0's poisson: -93.4629 valid_0's l2: 1786.52
[48] valid_0's poisson: -93.5629 valid_0's l2: 1777.49
[49] valid_0's poisson: -93.6636 valid_0's l2: 1768.34
[50] valid_0's poisson: -93.7613 valid_0's l2: 1759.45
[51] valid_0's poisson: -93.86 valid_0's l2: 1750.44
[52] valid_0's poisson: -93.9558 valid_0's l2: 1741.68
[53] valid_0's poisson: -94.0514 valid_0's l2: 1732.92
[54] valid_0's poisson: -94.1454 valid_0's l2: 1724.29
[55] valid_0's poisson: -94.2406 valid_0's l2: 1715.55
[56] valid_0's poisson: -94.3328 valid_0's l2: 1707.04
[57] valid_0's poisson: -94.4241 valid_0's l2: 1698.61
[58] valid_0's poisson: -94.5162 valid_0's l2: 1690.06
[59] valid_0's poisson: -94.6059 valid_0's l2: 1681.75
[60] valid_0's poisson: -94.6953 valid_0's l2: 1673.42
[61] valid_0's poisson: -94.7831 valid_0's l2: 1665.24
[62] valid_0's poisson: -94.8724 valid_0's l2: 1656.91
[63] valid_0's poisson: -94.9588 valid_0's l2: 1648.84
[64] valid_0's poisson: -95.0458 valid_0's l2: 1640.67
[65] valid_0's poisson: -95.1307 valid_0's l2: 1632.71
[66] valid_0's poisson: -95.2161 valid_0's l2: 1624.69
[67] valid_0's poisson: -95.2991 valid_0's l2: 1616.87
[68] valid_0's poisson: -95.3839 valid_0's l2: 1608.89
[69] valid_0's poisson: -95.4656 valid_0's l2: 1601.17
[70] valid_0's poisson: -95.5485 valid_0's l2: 1593.33
[71] valid_0's poisson: -95.6288 valid_0's l2: 1585.72
[72] valid_0's poisson: -95.7103 valid_0's l2: 1577.96
[73] valid_0's poisson: -95.7896 valid_0's l2: 1570.45
[74] valid_0's poisson: -95.8693 valid_0's l2: 1562.87
[75] valid_0's poisson: -95.9466 valid_0's l2: 1555.5
[76] valid_0's poisson: -96.0258 valid_0's l2: 1547.96
[77] valid_0's poisson: -96.1038 valid_0's l2: 1540.49
[78] valid_0's poisson: -96.1797 valid_0's l2: 1533.24
[79] valid_0's poisson: -96.2546 valid_0's l2: 1526.04
[80] valid_0's poisson: -96.331 valid_0's l2: 1518.74
[81] valid_0's poisson: -96.4062 valid_0's l2: 1511.54
[82] valid_0's poisson: -96.4794 valid_0's l2: 1504.52
[83] valid_0's poisson: -96.5535 valid_0's l2: 1497.36
[84] valid_0's poisson: -96.6253 valid_0's l2: 1490.42
[85] valid_0's poisson: -96.6988 valid_0's l2: 1483.37
[86] valid_0's poisson: -96.7695 valid_0's l2: 1476.56
[87] valid_0's poisson: -96.8401 valid_0's l2: 1469.7
[88] valid_0's poisson: -96.9112 valid_0's l2: 1462.8
[89] valid_0's poisson: -96.9804 valid_0's l2: 1456.04
[90] valid_0's poisson: -97.0489 valid_0's l2: 1449.35
[91] valid_0's poisson: -97.1169 valid_0's l2: 1442.7
[92] valid_0's poisson: -97.186 valid_0's l2: 1435.98
[93] valid_0's poisson: -97.2528 valid_0's l2: 1429.44
[94] valid_0's poisson: -97.3191 valid_0's l2: 1422.94
[95] valid_0's poisson: -97.3864 valid_0's l2: 1416.38
[96] valid_0's poisson: -97.4515 valid_0's l2: 1409.99
[97] valid_0's poisson: -97.516 valid_0's l2: 1403.66
[98] valid_0's poisson: -97.5804 valid_0's l2: 1397.32
[99] valid_0's poisson: -97.6457 valid_0's l2: 1390.94
[100] valid_0's poisson: -97.7089 valid_0's l2: 1384.72
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3557 valid_0's l2: 2287.2
[2] valid_0's poisson: -87.5325 valid_0's l2: 2274.35
[3] valid_0's poisson: -87.7065 valid_0's l2: 2261.6
[4] valid_0's poisson: -87.8778 valid_0's l2: 2248.95
[5] valid_0's poisson: -88.0457 valid_0's l2: 2236.49
[6] valid_0's poisson: -88.2144 valid_0's l2: 2223.85
[7] valid_0's poisson: -88.3774 valid_0's l2: 2211.57
[8] valid_0's poisson: -88.5379 valid_0's l2: 2199.4
[9] valid_0's poisson: -88.6997 valid_0's l2: 2187.03
[10] valid_0's poisson: -88.8558 valid_0's l2: 2175.04
[11] valid_0's poisson: -89.0131 valid_0's l2: 2162.85
[12] valid_0's poisson: -89.1649 valid_0's l2: 2151.04
[13] valid_0's poisson: -89.318 valid_0's l2: 2139.04
[14] valid_0's poisson: -89.467 valid_0's l2: 2127.3
[15] valid_0's poisson: -89.6129 valid_0's l2: 2115.74
[16] valid_0's poisson: -89.7566 valid_0's l2: 2104.29
[17] valid_0's poisson: -89.9015 valid_0's l2: 2092.66
[18] valid_0's poisson: -90.0417 valid_0's l2: 2081.37
[19] valid_0's poisson: -90.1833 valid_0's l2: 2069.89
[20] valid_0's poisson: -90.3201 valid_0's l2: 2058.76
[21] valid_0's poisson: -90.4549 valid_0's l2: 2047.72
[22] valid_0's poisson: -90.5895 valid_0's l2: 2036.66
[23] valid_0's poisson: -90.7218 valid_0's l2: 2025.73
[24] valid_0's poisson: -90.8543 valid_0's l2: 2014.72
[25] valid_0's poisson: -90.9829 valid_0's l2: 2004
[26] valid_0's poisson: -91.1122 valid_0's l2: 1993.15
[27] valid_0's poisson: -91.2377 valid_0's l2: 1982.59
[28] valid_0's poisson: -91.364 valid_0's l2: 1971.91
[29] valid_0's poisson: -91.487 valid_0's l2: 1961.47
[30] valid_0's poisson: -91.6095 valid_0's l2: 1951.04
[31] valid_0's poisson: -91.7292 valid_0's l2: 1940.8
[32] valid_0's poisson: -91.8501 valid_0's l2: 1930.41
[33] valid_0's poisson: -91.9678 valid_0's l2: 1920.26
[34] valid_0's poisson: -92.0844 valid_0's l2: 1910.15
[35] valid_0's poisson: -92.2013 valid_0's l2: 1899.99
[36] valid_0's poisson: -92.3153 valid_0's l2: 1890.03
[37] valid_0's poisson: -92.4279 valid_0's l2: 1880.15
[38] valid_0's poisson: -92.5392 valid_0's l2: 1870.35
[39] valid_0's poisson: -92.6514 valid_0's l2: 1860.48
[40] valid_0's poisson: -92.7603 valid_0's l2: 1850.82
[41] valid_0's poisson: -92.868 valid_0's l2: 1841.24
[42] valid_0's poisson: -92.9745 valid_0's l2: 1831.74
[43] valid_0's poisson: -93.0799 valid_0's l2: 1822.3
[44] valid_0's poisson: -93.1861 valid_0's l2: 1812.79
[45] valid_0's poisson: -93.2893 valid_0's l2: 1803.49
[46] valid_0's poisson: -93.3918 valid_0's l2: 1794.24
[47] valid_0's poisson: -93.4928 valid_0's l2: 1785.09
[48] valid_0's poisson: -93.5948 valid_0's l2: 1775.84
[49] valid_0's poisson: -93.694 valid_0's l2: 1766.81
[50] valid_0's poisson: -93.792 valid_0's l2: 1757.86
[51] valid_0's poisson: -93.8891 valid_0's l2: 1748.96
[52] valid_0's poisson: -93.9852 valid_0's l2: 1740.14
[53] valid_0's poisson: -94.0824 valid_0's l2: 1731.23
[54] valid_0's poisson: -94.1764 valid_0's l2: 1722.55
[55] valid_0's poisson: -94.2695 valid_0's l2: 1713.94
[56] valid_0's poisson: -94.3609 valid_0's l2: 1705.44
[57] valid_0's poisson: -94.4548 valid_0's l2: 1696.76
[58] valid_0's poisson: -94.5451 valid_0's l2: 1688.36
[59] valid_0's poisson: -94.6339 valid_0's l2: 1680.05
[60] valid_0's poisson: -94.7219 valid_0's l2: 1671.8
[61] valid_0's poisson: -94.8122 valid_0's l2: 1663.38
[62] valid_0's poisson: -94.8987 valid_0's l2: 1655.28
[63] valid_0's poisson: -94.9849 valid_0's l2: 1647.15
[64] valid_0's poisson: -95.0696 valid_0's l2: 1639.15
[65] valid_0's poisson: -95.1572 valid_0's l2: 1630.93
[66] valid_0's poisson: -95.2403 valid_0's l2: 1623.08
[67] valid_0's poisson: -95.3231 valid_0's l2: 1615.24
[68] valid_0's poisson: -95.4039 valid_0's l2: 1607.61
[69] valid_0's poisson: -95.4884 valid_0's l2: 1599.63
[70] valid_0's poisson: -95.5686 valid_0's l2: 1591.98
[71] valid_0's poisson: -95.6473 valid_0's l2: 1584.52
[72] valid_0's poisson: -95.7253 valid_0's l2: 1577.12
[73] valid_0's poisson: -95.8068 valid_0's l2: 1569.36
[74] valid_0's poisson: -95.8833 valid_0's l2: 1562.08
[75] valid_0's poisson: -95.9592 valid_0's l2: 1554.85
[76] valid_0's poisson: -96.0387 valid_0's l2: 1547.26
[77] valid_0's poisson: -96.1144 valid_0's l2: 1539.98
[78] valid_0's poisson: -96.1882 valid_0's l2: 1532.91
[79] valid_0's poisson: -96.2616 valid_0's l2: 1525.88
[80] valid_0's poisson: -96.3385 valid_0's l2: 1518.51
[81] valid_0's poisson: -96.4105 valid_0's l2: 1511.6
[82] valid_0's poisson: -96.4819 valid_0's l2: 1504.74
[83] valid_0's poisson: -96.5569 valid_0's l2: 1497.53
[84] valid_0's poisson: -96.6282 valid_0's l2: 1490.6
[85] valid_0's poisson: -96.6977 valid_0's l2: 1483.89
[86] valid_0's poisson: -96.767 valid_0's l2: 1477.2
[87] valid_0's poisson: -96.8394 valid_0's l2: 1470.21
[88] valid_0's poisson: -96.9072 valid_0's l2: 1463.66
[89] valid_0's poisson: -96.9747 valid_0's l2: 1457.12
[90] valid_0's poisson: -97.0455 valid_0's l2: 1450.27
[91] valid_0's poisson: -97.113 valid_0's l2: 1443.69
[92] valid_0's poisson: -97.1788 valid_0's l2: 1437.31
[93] valid_0's poisson: -97.2448 valid_0's l2: 1430.88
[94] valid_0's poisson: -97.3104 valid_0's l2: 1424.53
[95] valid_0's poisson: -97.3785 valid_0's l2: 1417.93
[96] valid_0's poisson: -97.4433 valid_0's l2: 1411.62
[97] valid_0's poisson: -97.5076 valid_0's l2: 1405.32
[98] valid_0's poisson: -97.5704 valid_0's l2: 1399.24
[99] valid_0's poisson: -97.6338 valid_0's l2: 1393.06
[100] valid_0's poisson: -97.6993 valid_0's l2: 1386.69
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3398 valid_0's l2: 2288.25
[2] valid_0's poisson: -87.5132 valid_0's l2: 2275.56
[3] valid_0's poisson: -87.6839 valid_0's l2: 2262.97
[4] valid_0's poisson: -87.8521 valid_0's l2: 2250.47
[5] valid_0's poisson: -88.0177 valid_0's l2: 2238.07
[6] valid_0's poisson: -88.1809 valid_0's l2: 2225.77
[7] valid_0's poisson: -88.3418 valid_0's l2: 2213.56
[8] valid_0's poisson: -88.5003 valid_0's l2: 2201.45
[9] valid_0's poisson: -88.6565 valid_0's l2: 2189.44
[10] valid_0's poisson: -88.8141 valid_0's l2: 2177.25
[11] valid_0's poisson: -88.9694 valid_0's l2: 2165.15
[12] valid_0's poisson: -89.1225 valid_0's l2: 2153.16
[13] valid_0's poisson: -89.2736 valid_0's l2: 2141.25
[14] valid_0's poisson: -89.4225 valid_0's l2: 2129.43
[15] valid_0's poisson: -89.5695 valid_0's l2: 2117.71
[16] valid_0's poisson: -89.7115 valid_0's l2: 2106.32
[17] valid_0's poisson: -89.8547 valid_0's l2: 2094.77
[18] valid_0's poisson: -89.9959 valid_0's l2: 2083.32
[19] valid_0's poisson: -90.1354 valid_0's l2: 2071.95
[20] valid_0's poisson: -90.2731 valid_0's l2: 2060.67
[21] valid_0's poisson: -90.4088 valid_0's l2: 2049.49
[22] valid_0's poisson: -90.5431 valid_0's l2: 2038.37
[23] valid_0's poisson: -90.676 valid_0's l2: 2027.33
[24] valid_0's poisson: -90.8069 valid_0's l2: 2016.39
[25] valid_0's poisson: -90.9365 valid_0's l2: 2005.52
[26] valid_0's poisson: -91.0644 valid_0's l2: 1994.74
[27] valid_0's poisson: -91.1904 valid_0's l2: 1984.07
[28] valid_0's poisson: -91.3134 valid_0's l2: 1973.64
[29] valid_0's poisson: -91.4362 valid_0's l2: 1963.15
[30] valid_0's poisson: -91.5586 valid_0's l2: 1952.67
[31] valid_0's poisson: -91.6786 valid_0's l2: 1942.34
[32] valid_0's poisson: -91.7977 valid_0's l2: 1932.05
[33] valid_0's poisson: -91.9153 valid_0's l2: 1921.86
[34] valid_0's poisson: -92.0318 valid_0's l2: 1911.73
[35] valid_0's poisson: -92.1468 valid_0's l2: 1901.68
[36] valid_0's poisson: -92.2609 valid_0's l2: 1891.69
[37] valid_0's poisson: -92.3735 valid_0's l2: 1881.8
[38] valid_0's poisson: -92.4839 valid_0's l2: 1872.06
[39] valid_0's poisson: -92.5932 valid_0's l2: 1862.43
[40] valid_0's poisson: -92.7014 valid_0's l2: 1852.84
[41] valid_0's poisson: -92.8094 valid_0's l2: 1843.22
[42] valid_0's poisson: -92.9153 valid_0's l2: 1833.78
[43] valid_0's poisson: -93.0211 valid_0's l2: 1824.3
[44] valid_0's poisson: -93.125 valid_0's l2: 1814.98
[45] valid_0's poisson: -93.2289 valid_0's l2: 1805.64
[46] valid_0's poisson: -93.3312 valid_0's l2: 1796.41
[47] valid_0's poisson: -93.4326 valid_0's l2: 1787.29
[48] valid_0's poisson: -93.5335 valid_0's l2: 1778.14
[49] valid_0's poisson: -93.6328 valid_0's l2: 1769.15
[50] valid_0's poisson: -93.731 valid_0's l2: 1760.23
[51] valid_0's poisson: -93.829 valid_0's l2: 1751.28
[52] valid_0's poisson: -93.9252 valid_0's l2: 1742.49
[53] valid_0's poisson: -94.0208 valid_0's l2: 1733.76
[54] valid_0's poisson: -94.1153 valid_0's l2: 1725.08
[55] valid_0's poisson: -94.2096 valid_0's l2: 1716.39
[56] valid_0's poisson: -94.3026 valid_0's l2: 1707.82
[57] valid_0's poisson: -94.3944 valid_0's l2: 1699.33
[58] valid_0's poisson: -94.4855 valid_0's l2: 1690.9
[59] valid_0's poisson: -94.5754 valid_0's l2: 1682.54
[60] valid_0's poisson: -94.6646 valid_0's l2: 1674.24
[61] valid_0's poisson: -94.7531 valid_0's l2: 1666
[62] valid_0's poisson: -94.8405 valid_0's l2: 1657.82
[63] valid_0's poisson: -94.9285 valid_0's l2: 1649.58
[64] valid_0's poisson: -95.0151 valid_0's l2: 1641.45
[65] valid_0's poisson: -95.1007 valid_0's l2: 1633.4
[66] valid_0's poisson: -95.1856 valid_0's l2: 1625.39
[67] valid_0's poisson: -95.2692 valid_0's l2: 1617.51
[68] valid_0's poisson: -95.3531 valid_0's l2: 1609.6
[69] valid_0's poisson: -95.4354 valid_0's l2: 1601.79
[70] valid_0's poisson: -95.5163 valid_0's l2: 1594.1
[71] valid_0's poisson: -95.5969 valid_0's l2: 1586.45
[72] valid_0's poisson: -95.6781 valid_0's l2: 1578.75
[73] valid_0's poisson: -95.7567 valid_0's l2: 1571.23
[74] valid_0's poisson: -95.8355 valid_0's l2: 1563.71
[75] valid_0's poisson: -95.9129 valid_0's l2: 1556.29
[76] valid_0's poisson: -95.9897 valid_0's l2: 1548.9
[77] valid_0's poisson: -96.0673 valid_0's l2: 1541.5
[78] valid_0's poisson: -96.1432 valid_0's l2: 1534.22
[79] valid_0's poisson: -96.2178 valid_0's l2: 1527.04
[80] valid_0's poisson: -96.2919 valid_0's l2: 1519.89
[81] valid_0's poisson: -96.367 valid_0's l2: 1512.69
[82] valid_0's poisson: -96.4407 valid_0's l2: 1505.59
[83] valid_0's poisson: -96.5132 valid_0's l2: 1498.57
[84] valid_0's poisson: -96.5858 valid_0's l2: 1491.57
[85] valid_0's poisson: -96.6586 valid_0's l2: 1484.57
[86] valid_0's poisson: -96.7289 valid_0's l2: 1477.74
[87] valid_0's poisson: -96.7993 valid_0's l2: 1470.89
[88] valid_0's poisson: -96.8691 valid_0's l2: 1464.12
[89] valid_0's poisson: -96.938 valid_0's l2: 1457.4
[90] valid_0's poisson: -97.0083 valid_0's l2: 1450.6
[91] valid_0's poisson: -97.076 valid_0's l2: 1444.08
[92] valid_0's poisson: -97.1435 valid_0's l2: 1437.5
[93] valid_0's poisson: -97.2095 valid_0's l2: 1431.09
[94] valid_0's poisson: -97.2759 valid_0's l2: 1424.59
[95] valid_0's poisson: -97.3435 valid_0's l2: 1418.03
[96] valid_0's poisson: -97.4083 valid_0's l2: 1411.75
[97] valid_0's poisson: -97.4726 valid_0's l2: 1405.46
[98] valid_0's poisson: -97.5366 valid_0's l2: 1399.23
[99] valid_0's poisson: -97.6021 valid_0's l2: 1392.86
[100] valid_0's poisson: -97.6651 valid_0's l2: 1386.67
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -103.031 valid_0's l2: 1063.49
[2] valid_0's poisson: -101.612 valid_0's l2: 755.139
[3] valid_0's poisson: -92.528 valid_0's l2: 670.099
[4] valid_0's poisson: -91.8389 valid_0's l2: 630.283
[5] valid_0's poisson: -89.788 valid_0's l2: 601.124
[6] valid_0's poisson: -94.6637 valid_0's l2: 592.149
[7] valid_0's poisson: -95.7444 valid_0's l2: 558.663
[8] valid_0's poisson: -95.7815 valid_0's l2: 543.259
[9] valid_0's poisson: -95.9326 valid_0's l2: 539.923
[10] valid_0's poisson: -94.0352 valid_0's l2: 531
[11] valid_0's poisson: -94.2646 valid_0's l2: 524.681
[12] valid_0's poisson: -94.4193 valid_0's l2: 506.924
[13] valid_0's poisson: -93.9494 valid_0's l2: 504.467
[14] valid_0's poisson: -93.8836 valid_0's l2: 500.897
[15] valid_0's poisson: -94.1087 valid_0's l2: 494.209
[16] valid_0's poisson: -92.5224 valid_0's l2: 483.016
[17] valid_0's poisson: -93.8737 valid_0's l2: 465.765
[18] valid_0's poisson: -94.5719 valid_0's l2: 457.794
[19] valid_0's poisson: -94.9702 valid_0's l2: 455.358
[20] valid_0's poisson: -94.1026 valid_0's l2: 453.618
[21] valid_0's poisson: -94.3627 valid_0's l2: 435.761
[22] valid_0's poisson: -96.1232 valid_0's l2: 431.961
[23] valid_0's poisson: -96.036 valid_0's l2: 431.889
[24] valid_0's poisson: -97.4481 valid_0's l2: 420.839
[25] valid_0's poisson: -96.7419 valid_0's l2: 413.98
[26] valid_0's poisson: -95.6999 valid_0's l2: 411.932
[27] valid_0's poisson: -96.6263 valid_0's l2: 410.881
[28] valid_0's poisson: -96.2401 valid_0's l2: 406.37
[29] valid_0's poisson: -96.7671 valid_0's l2: 405.298
[30] valid_0's poisson: -96.092 valid_0's l2: 405.265
[31] valid_0's poisson: -95.1966 valid_0's l2: 404.746
[32] valid_0's poisson: -95.7475 valid_0's l2: 405.125
[33] valid_0's poisson: -95.431 valid_0's l2: 398.772
[34] valid_0's poisson: -95.7494 valid_0's l2: 399.645
[35] valid_0's poisson: -95.6233 valid_0's l2: 397.652
[36] valid_0's poisson: -95.8525 valid_0's l2: 395.984
[37] valid_0's poisson: -95.751 valid_0's l2: 396.069
[38] valid_0's poisson: -96.1988 valid_0's l2: 393.768
[39] valid_0's poisson: -96.3106 valid_0's l2: 392.052
[40] valid_0's poisson: -95.8472 valid_0's l2: 390.853
[41] valid_0's poisson: -95.5445 valid_0's l2: 388.094
[42] valid_0's poisson: -95.394 valid_0's l2: 387.765
[43] valid_0's poisson: -95.3992 valid_0's l2: 385.693
[44] valid_0's poisson: -96.1895 valid_0's l2: 384.857
[45] valid_0's poisson: -95.9656 valid_0's l2: 384.639
[46] valid_0's poisson: -96.2754 valid_0's l2: 382.306
[47] valid_0's poisson: -97.1782 valid_0's l2: 379.396
[48] valid_0's poisson: -96.8363 valid_0's l2: 380.373
[49] valid_0's poisson: -96.9322 valid_0's l2: 379.409
[50] valid_0's poisson: -97.9041 valid_0's l2: 378.04
[51] valid_0's poisson: -97.3899 valid_0's l2: 378.839
[52] valid_0's poisson: -97.4436 valid_0's l2: 378.426
[53] valid_0's poisson: -97.8664 valid_0's l2: 377.874
[54] valid_0's poisson: -97.3948 valid_0's l2: 377.576
[55] valid_0's poisson: -97.8132 valid_0's l2: 375.216
[56] valid_0's poisson: -97.8941 valid_0's l2: 374.442
[57] valid_0's poisson: -97.8388 valid_0's l2: 374.335
[58] valid_0's poisson: -97.9895 valid_0's l2: 374.253
[59] valid_0's poisson: -98.0099 valid_0's l2: 374.174
[60] valid_0's poisson: -97.9049 valid_0's l2: 371.91
[61] valid_0's poisson: -98.077 valid_0's l2: 375.295
[62] valid_0's poisson: -98.1735 valid_0's l2: 375.533
[63] valid_0's poisson: -97.5982 valid_0's l2: 370.668
[64] valid_0's poisson: -97.7902 valid_0's l2: 370.169
[65] valid_0's poisson: -97.9862 valid_0's l2: 369.905
[66] valid_0's poisson: -97.8971 valid_0's l2: 368.502
[67] valid_0's poisson: -98.2147 valid_0's l2: 367.465
[68] valid_0's poisson: -98.1691 valid_0's l2: 366.165
[69] valid_0's poisson: -97.4809 valid_0's l2: 366.252
[70] valid_0's poisson: -97.5214 valid_0's l2: 365.66
[71] valid_0's poisson: -97.4786 valid_0's l2: 365.466
[72] valid_0's poisson: -97.4698 valid_0's l2: 365.778
[73] valid_0's poisson: -97.376 valid_0's l2: 363.052
[74] valid_0's poisson: -97.9357 valid_0's l2: 363.094
[75] valid_0's poisson: -97.5929 valid_0's l2: 363.874
[76] valid_0's poisson: -97.3131 valid_0's l2: 363.885
[77] valid_0's poisson: -97.6917 valid_0's l2: 363.418
[78] valid_0's poisson: -97.4667 valid_0's l2: 362.696
[79] valid_0's poisson: -97.5369 valid_0's l2: 362.884
[80] valid_0's poisson: -97.6564 valid_0's l2: 362.64
[81] valid_0's poisson: -97.8384 valid_0's l2: 361.031
[82] valid_0's poisson: -97.8905 valid_0's l2: 360.099
[83] valid_0's poisson: -97.8841 valid_0's l2: 358.653
[84] valid_0's poisson: -97.7233 valid_0's l2: 356.701
[85] valid_0's poisson: -97.6576 valid_0's l2: 355.611
[86] valid_0's poisson: -98.194 valid_0's l2: 354.892
[87] valid_0's poisson: -97.9672 valid_0's l2: 356.101
[88] valid_0's poisson: -98.3852 valid_0's l2: 354.582
[89] valid_0's poisson: -98.3542 valid_0's l2: 354.513
[90] valid_0's poisson: -98.2659 valid_0's l2: 355.263
[91] valid_0's poisson: -98.1462 valid_0's l2: 355.715
[92] valid_0's poisson: -98.5813 valid_0's l2: 355.748
[93] valid_0's poisson: -98.1436 valid_0's l2: 355.363
[94] valid_0's poisson: -98.2248 valid_0's l2: 353.079
[95] valid_0's poisson: -98.44 valid_0's l2: 352.212
[96] valid_0's poisson: -97.9697 valid_0's l2: 351.109
[97] valid_0's poisson: -98.2528 valid_0's l2: 351.521
[98] valid_0's poisson: -98.3827 valid_0's l2: 351.403
[99] valid_0's poisson: -98.3465 valid_0's l2: 351.632
[100] valid_0's poisson: -97.9085 valid_0's l2: 351.557
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -102.506 valid_0's l2: 1025.84
[2] valid_0's poisson: -89.7978 valid_0's l2: 766.062
[3] valid_0's poisson: -97.5165 valid_0's l2: 709.152
[4] valid_0's poisson: -99.8488 valid_0's l2: 665.663
[5] valid_0's poisson: -93.4956 valid_0's l2: 645.095
[6] valid_0's poisson: -92.1474 valid_0's l2: 591.002
[7] valid_0's poisson: -92.2888 valid_0's l2: 579.017
[8] valid_0's poisson: -92.8716 valid_0's l2: 552.538
[9] valid_0's poisson: -91.366 valid_0's l2: 534.949
[10] valid_0's poisson: -92.9856 valid_0's l2: 531.603
[11] valid_0's poisson: -92.6048 valid_0's l2: 523.691
[12] valid_0's poisson: -95.5259 valid_0's l2: 519.319
[13] valid_0's poisson: -94.6688 valid_0's l2: 516.412
[14] valid_0's poisson: -94.7407 valid_0's l2: 514.92
[15] valid_0's poisson: -93.4552 valid_0's l2: 514.942
[16] valid_0's poisson: -93.5667 valid_0's l2: 512.288
[17] valid_0's poisson: -97.3103 valid_0's l2: 491.362
[18] valid_0's poisson: -95.6783 valid_0's l2: 481.295
[19] valid_0's poisson: -95.9016 valid_0's l2: 476.244
[20] valid_0's poisson: -94.8962 valid_0's l2: 461.069
[21] valid_0's poisson: -95.0175 valid_0's l2: 459.071
[22] valid_0's poisson: -95.1781 valid_0's l2: 458.768
[23] valid_0's poisson: -95.5276 valid_0's l2: 462.669
[24] valid_0's poisson: -95.2039 valid_0's l2: 460.454
[25] valid_0's poisson: -95.277 valid_0's l2: 457.858
[26] valid_0's poisson: -95.4651 valid_0's l2: 452.681
[27] valid_0's poisson: -95.8151 valid_0's l2: 447.385
[28] valid_0's poisson: -95.4084 valid_0's l2: 440.539
[29] valid_0's poisson: -96.0942 valid_0's l2: 439.016
[30] valid_0's poisson: -96.4674 valid_0's l2: 434.028
[31] valid_0's poisson: -96.5804 valid_0's l2: 430.544
[32] valid_0's poisson: -96.0556 valid_0's l2: 427.059
[33] valid_0's poisson: -95.2896 valid_0's l2: 423.237
[34] valid_0's poisson: -95.3593 valid_0's l2: 423.451
[35] valid_0's poisson: -95.1976 valid_0's l2: 421.728
[36] valid_0's poisson: -95.4131 valid_0's l2: 419.418
[37] valid_0's poisson: -96.0075 valid_0's l2: 415.88
[38] valid_0's poisson: -96.1604 valid_0's l2: 417.529
[39] valid_0's poisson: -96.3906 valid_0's l2: 415.816
[40] valid_0's poisson: -96.5184 valid_0's l2: 412.532
[41] valid_0's poisson: -96.267 valid_0's l2: 410.267
[42] valid_0's poisson: -96.2764 valid_0's l2: 407.912
[43] valid_0's poisson: -96.4354 valid_0's l2: 407.739
[44] valid_0's poisson: -95.8386 valid_0's l2: 402.835
[45] valid_0's poisson: -95.8296 valid_0's l2: 402.325
[46] valid_0's poisson: -95.5836 valid_0's l2: 402.28
[47] valid_0's poisson: -95.2403 valid_0's l2: 396.596
[48] valid_0's poisson: -95.0236 valid_0's l2: 398.783
[49] valid_0's poisson: -94.9104 valid_0's l2: 396.464
[50] valid_0's poisson: -94.657 valid_0's l2: 396.974
[51] valid_0's poisson: -94.7054 valid_0's l2: 395.657
[52] valid_0's poisson: -95.5705 valid_0's l2: 392.629
[53] valid_0's poisson: -95.7794 valid_0's l2: 390.437
[54] valid_0's poisson: -95.9612 valid_0's l2: 388.984
[55] valid_0's poisson: -96.8695 valid_0's l2: 388.329
[56] valid_0's poisson: -96.3136 valid_0's l2: 385.553
[57] valid_0's poisson: -95.8178 valid_0's l2: 386.572
[58] valid_0's poisson: -96.2364 valid_0's l2: 385.309
[59] valid_0's poisson: -96.3237 valid_0's l2: 383.147
[60] valid_0's poisson: -96.4411 valid_0's l2: 382.881
[61] valid_0's poisson: -95.9402 valid_0's l2: 381.175
[62] valid_0's poisson: -96.0257 valid_0's l2: 380.991
[63] valid_0's poisson: -95.9914 valid_0's l2: 381.285
[64] valid_0's poisson: -95.88 valid_0's l2: 378.411
[65] valid_0's poisson: -96.3375 valid_0's l2: 376.219
[66] valid_0's poisson: -95.437 valid_0's l2: 375.785
[67] valid_0's poisson: -95.3091 valid_0's l2: 376.61
[68] valid_0's poisson: -95.2721 valid_0's l2: 375.646
[69] valid_0's poisson: -95.2696 valid_0's l2: 375.152
[70] valid_0's poisson: -95.409 valid_0's l2: 373.268
[71] valid_0's poisson: -95.4611 valid_0's l2: 372.779
[72] valid_0's poisson: -95.747 valid_0's l2: 371.968
[73] valid_0's poisson: -95.2642 valid_0's l2: 373.847
[74] valid_0's poisson: -95.3136 valid_0's l2: 371.552
[75] valid_0's poisson: -95.7284 valid_0's l2: 372.951
[76] valid_0's poisson: -95.016 valid_0's l2: 372.731
[77] valid_0's poisson: -95.1395 valid_0's l2: 372.789
[78] valid_0's poisson: -95.6028 valid_0's l2: 370.961
[79] valid_0's poisson: -95.407 valid_0's l2: 370.255
[80] valid_0's poisson: -95.479 valid_0's l2: 369.697
[81] valid_0's poisson: -95.3099 valid_0's l2: 369.577
[82] valid_0's poisson: -95.3659 valid_0's l2: 369.579
[83] valid_0's poisson: -95.254 valid_0's l2: 367.445
[84] valid_0's poisson: -95.1618 valid_0's l2: 367.134
[85] valid_0's poisson: -94.7324 valid_0's l2: 367.562
[86] valid_0's poisson: -95.2965 valid_0's l2: 367.301
[87] valid_0's poisson: -95.115 valid_0's l2: 367.996
[88] valid_0's poisson: -96.2092 valid_0's l2: 364.633
[89] valid_0's poisson: -96.5511 valid_0's l2: 364.516
[90] valid_0's poisson: -96.3658 valid_0's l2: 364.69
[91] valid_0's poisson: -96.4789 valid_0's l2: 365.714
[92] valid_0's poisson: -96.3323 valid_0's l2: 364.475
[93] valid_0's poisson: -96.0846 valid_0's l2: 362.812
[94] valid_0's poisson: -95.8835 valid_0's l2: 362.013
[95] valid_0's poisson: -96.2104 valid_0's l2: 361.297
[96] valid_0's poisson: -96.2766 valid_0's l2: 362.612
[97] valid_0's poisson: -96.0997 valid_0's l2: 361.685
[98] valid_0's poisson: -96.5709 valid_0's l2: 361.803
[99] valid_0's poisson: -96.271 valid_0's l2: 360.442
[100] valid_0's poisson: -96.2351 valid_0's l2: 360.135
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -103.032 valid_0's l2: 1054.41
[2] valid_0's poisson: -100.82 valid_0's l2: 755.056
[3] valid_0's poisson: -100.29 valid_0's l2: 650.918
[4] valid_0's poisson: -99.3264 valid_0's l2: 620.852
[5] valid_0's poisson: -92.0454 valid_0's l2: 566.038
[6] valid_0's poisson: -98.9315 valid_0's l2: 544.422
[7] valid_0's poisson: -98.5294 valid_0's l2: 538.544
[8] valid_0's poisson: -98.5569 valid_0's l2: 530.59
[9] valid_0's poisson: -98.6446 valid_0's l2: 522.838
[10] valid_0's poisson: -98.394 valid_0's l2: 520.751
[11] valid_0's poisson: -98.2913 valid_0's l2: 521.909
[12] valid_0's poisson: -97.2164 valid_0's l2: 522.105
[13] valid_0's poisson: -96.9966 valid_0's l2: 507.378
[14] valid_0's poisson: -95.9975 valid_0's l2: 495.469
[15] valid_0's poisson: -96.1686 valid_0's l2: 490.931
[16] valid_0's poisson: -95.9281 valid_0's l2: 484.96
[17] valid_0's poisson: -95.8506 valid_0's l2: 481.773
[18] valid_0's poisson: -96.0386 valid_0's l2: 480.106
[19] valid_0's poisson: -95.661 valid_0's l2: 470.747
[20] valid_0's poisson: -95.2889 valid_0's l2: 469.374
[21] valid_0's poisson: -95.3866 valid_0's l2: 465.683
[22] valid_0's poisson: -95.3399 valid_0's l2: 464.193
[23] valid_0's poisson: -95.436 valid_0's l2: 459.124
[24] valid_0's poisson: -95.1629 valid_0's l2: 458.572
[25] valid_0's poisson: -95.0533 valid_0's l2: 455.095
[26] valid_0's poisson: -95.6875 valid_0's l2: 457.267
[27] valid_0's poisson: -95.7868 valid_0's l2: 456.097
[28] valid_0's poisson: -95.0734 valid_0's l2: 450.718
[29] valid_0's poisson: -95.0636 valid_0's l2: 449.1
[30] valid_0's poisson: -95.1915 valid_0's l2: 447.533
[31] valid_0's poisson: -95.1872 valid_0's l2: 442.862
[32] valid_0's poisson: -95.5557 valid_0's l2: 444.012
[33] valid_0's poisson: -95.4239 valid_0's l2: 442.524
[34] valid_0's poisson: -95.3963 valid_0's l2: 441.154
[35] valid_0's poisson: -95.6828 valid_0's l2: 439.405
[36] valid_0's poisson: -95.4705 valid_0's l2: 440.699
[37] valid_0's poisson: -95.7215 valid_0's l2: 437.905
[38] valid_0's poisson: -95.0335 valid_0's l2: 434.824
[39] valid_0's poisson: -95.5245 valid_0's l2: 429.61
[40] valid_0's poisson: -95.8831 valid_0's l2: 429.591
[41] valid_0's poisson: -95.8443 valid_0's l2: 426.149
[42] valid_0's poisson: -95.0758 valid_0's l2: 423.438
[43] valid_0's poisson: -94.4959 valid_0's l2: 422.402
[44] valid_0's poisson: -94.2526 valid_0's l2: 421.232
[45] valid_0's poisson: -94.1052 valid_0's l2: 416.983
[46] valid_0's poisson: -93.8362 valid_0's l2: 415.523
[47] valid_0's poisson: -94.2299 valid_0's l2: 415.418
[48] valid_0's poisson: -94.3715 valid_0's l2: 415.497
[49] valid_0's poisson: -93.9008 valid_0's l2: 414.985
[50] valid_0's poisson: -93.8398 valid_0's l2: 414.638
[51] valid_0's poisson: -93.7274 valid_0's l2: 410.791
[52] valid_0's poisson: -93.8958 valid_0's l2: 409.743
[53] valid_0's poisson: -94.8224 valid_0's l2: 408.534
[54] valid_0's poisson: -95.7529 valid_0's l2: 406.476
[55] valid_0's poisson: -95.7248 valid_0's l2: 407.599
[56] valid_0's poisson: -96.0852 valid_0's l2: 406.681
[57] valid_0's poisson: -95.3392 valid_0's l2: 406.807
[58] valid_0's poisson: -95.3642 valid_0's l2: 405.035
[59] valid_0's poisson: -95.787 valid_0's l2: 405.483
[60] valid_0's poisson: -95.8064 valid_0's l2: 403.039
[61] valid_0's poisson: -95.7929 valid_0's l2: 401.527
[62] valid_0's poisson: -95.6751 valid_0's l2: 400.204
[63] valid_0's poisson: -95.8206 valid_0's l2: 399.954
[64] valid_0's poisson: -95.8665 valid_0's l2: 397.978
[65] valid_0's poisson: -95.1717 valid_0's l2: 398.785
[66] valid_0's poisson: -95.182 valid_0's l2: 399.351
[67] valid_0's poisson: -95.2983 valid_0's l2: 398.674
[68] valid_0's poisson: -95.2525 valid_0's l2: 397.846
[69] valid_0's poisson: -94.9727 valid_0's l2: 397.817
[70] valid_0's poisson: -94.8408 valid_0's l2: 395.791
[71] valid_0's poisson: -94.7903 valid_0's l2: 395.008
[72] valid_0's poisson: -95.0236 valid_0's l2: 394.525
[73] valid_0's poisson: -95.3321 valid_0's l2: 396.747
[74] valid_0's poisson: -95.1049 valid_0's l2: 397.764
[75] valid_0's poisson: -95.1058 valid_0's l2: 394.413
[76] valid_0's poisson: -95.0938 valid_0's l2: 394.913
[77] valid_0's poisson: -95.2329 valid_0's l2: 395.168
[78] valid_0's poisson: -94.4968 valid_0's l2: 393.703
[79] valid_0's poisson: -94.7587 valid_0's l2: 391.133
[80] valid_0's poisson: -94.3152 valid_0's l2: 392.473
[81] valid_0's poisson: -94.618 valid_0's l2: 392.004
[82] valid_0's poisson: -94.7374 valid_0's l2: 391.893
[83] valid_0's poisson: -94.533 valid_0's l2: 391.436
[84] valid_0's poisson: -94.9386 valid_0's l2: 392.162
[85] valid_0's poisson: -94.7902 valid_0's l2: 392.489
[86] valid_0's poisson: -95.5992 valid_0's l2: 391.399
[87] valid_0's poisson: -95.4079 valid_0's l2: 391.135
[88] valid_0's poisson: -95.372 valid_0's l2: 391.723
[89] valid_0's poisson: -95.3597 valid_0's l2: 392.161
[90] valid_0's poisson: -95.3061 valid_0's l2: 392.253
[91] valid_0's poisson: -94.8905 valid_0's l2: 390.356
[92] valid_0's poisson: -94.8612 valid_0's l2: 388.305
[93] valid_0's poisson: -94.6662 valid_0's l2: 387.244
[94] valid_0's poisson: -94.9243 valid_0's l2: 386.494
[95] valid_0's poisson: -95.1309 valid_0's l2: 387.471
[96] valid_0's poisson: -95.2974 valid_0's l2: 385.667
[97] valid_0's poisson: -94.5652 valid_0's l2: 383.355
[98] valid_0's poisson: -95.5351 valid_0's l2: 382.661
[99] valid_0's poisson: -95.4616 valid_0's l2: 380.971
[100] valid_0's poisson: -96.0692 valid_0's l2: 378.132
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -103.056 valid_0's l2: 1052.96
[2] valid_0's poisson: -105.111 valid_0's l2: 735.861
[3] valid_0's poisson: -101.113 valid_0's l2: 667.83
[4] valid_0's poisson: -97.5014 valid_0's l2: 612.928
[5] valid_0's poisson: -96.384 valid_0's l2: 564.37
[6] valid_0's poisson: -93.3234 valid_0's l2: 547.123
[7] valid_0's poisson: -98.5415 valid_0's l2: 513.658
[8] valid_0's poisson: -96.0522 valid_0's l2: 507.262
[9] valid_0's poisson: -97.9526 valid_0's l2: 501.819
[10] valid_0's poisson: -99.8063 valid_0's l2: 492.552
[11] valid_0's poisson: -98.6584 valid_0's l2: 486.401
[12] valid_0's poisson: -98.8879 valid_0's l2: 479.665
[13] valid_0's poisson: -98.0295 valid_0's l2: 474.083
[14] valid_0's poisson: -100.565 valid_0's l2: 452.438
[15] valid_0's poisson: -100.198 valid_0's l2: 439.968
[16] valid_0's poisson: -99.6132 valid_0's l2: 437.59
[17] valid_0's poisson: -99.472 valid_0's l2: 438.237
[18] valid_0's poisson: -99.6377 valid_0's l2: 436.002
[19] valid_0's poisson: -99.349 valid_0's l2: 434.986
[20] valid_0's poisson: -99.0893 valid_0's l2: 430.165
[21] valid_0's poisson: -99.2623 valid_0's l2: 429.335
[22] valid_0's poisson: -99.132 valid_0's l2: 424.393
[23] valid_0's poisson: -99.0088 valid_0's l2: 425.404
[24] valid_0's poisson: -98.9754 valid_0's l2: 422.328
[25] valid_0's poisson: -99.2633 valid_0's l2: 421.929
[26] valid_0's poisson: -99.8914 valid_0's l2: 415.453
[27] valid_0's poisson: -98.9913 valid_0's l2: 414.62
[28] valid_0's poisson: -99.7747 valid_0's l2: 410.556
[29] valid_0's poisson: -100.17 valid_0's l2: 404.835
[30] valid_0's poisson: -99.7537 valid_0's l2: 404.021
[31] valid_0's poisson: -100.54 valid_0's l2: 399.736
[32] valid_0's poisson: -100.278 valid_0's l2: 395.308
[33] valid_0's poisson: -100.015 valid_0's l2: 392.882
[34] valid_0's poisson: -100.149 valid_0's l2: 391.438
[35] valid_0's poisson: -100.053 valid_0's l2: 392.037
[36] valid_0's poisson: -99.3987 valid_0's l2: 389.167
[37] valid_0's poisson: -99.5604 valid_0's l2: 387.955
[38] valid_0's poisson: -99.4196 valid_0's l2: 385.52
[39] valid_0's poisson: -99.4594 valid_0's l2: 383.56
[40] valid_0's poisson: -98.896 valid_0's l2: 383.169
[41] valid_0's poisson: -98.7529 valid_0's l2: 382.943
[42] valid_0's poisson: -98.7388 valid_0's l2: 385.307
[43] valid_0's poisson: -98.7014 valid_0's l2: 385.284
[44] valid_0's poisson: -98.7052 valid_0's l2: 385.313
[45] valid_0's poisson: -99.0267 valid_0's l2: 385.101
[46] valid_0's poisson: -99.1111 valid_0's l2: 383.539
[47] valid_0's poisson: -99.1258 valid_0's l2: 382.748
[48] valid_0's poisson: -98.6715 valid_0's l2: 380.175
[49] valid_0's poisson: -98.7475 valid_0's l2: 379.833
[50] valid_0's poisson: -99.1596 valid_0's l2: 379.215
[51] valid_0's poisson: -98.9665 valid_0's l2: 379.238
[52] valid_0's poisson: -99.9162 valid_0's l2: 375.431
[53] valid_0's poisson: -99.9592 valid_0's l2: 375.61
[54] valid_0's poisson: -99.8733 valid_0's l2: 376.637
[55] valid_0's poisson: -99.6755 valid_0's l2: 378.664
[56] valid_0's poisson: -100.09 valid_0's l2: 379.545
[57] valid_0's poisson: -100.316 valid_0's l2: 375.193
[58] valid_0's poisson: -100.286 valid_0's l2: 373.817
[59] valid_0's poisson: -99.9505 valid_0's l2: 373.879
[60] valid_0's poisson: -100.121 valid_0's l2: 373.591
[61] valid_0's poisson: -100.045 valid_0's l2: 370.9
[62] valid_0's poisson: -99.5961 valid_0's l2: 372.169
[63] valid_0's poisson: -99.6363 valid_0's l2: 369.859
[64] valid_0's poisson: -99.8514 valid_0's l2: 370.019
[65] valid_0's poisson: -100.129 valid_0's l2: 367.909
[66] valid_0's poisson: -99.8164 valid_0's l2: 368.926
[67] valid_0's poisson: -99.7679 valid_0's l2: 367.97
[68] valid_0's poisson: -99.5862 valid_0's l2: 367.11
[69] valid_0's poisson: -99.4659 valid_0's l2: 368.082
[70] valid_0's poisson: -99.6351 valid_0's l2: 367.589
[71] valid_0's poisson: -100.037 valid_0's l2: 366.649
[72] valid_0's poisson: -98.8574 valid_0's l2: 361.342
[73] valid_0's poisson: -98.7855 valid_0's l2: 360.415
[74] valid_0's poisson: -98.4267 valid_0's l2: 359.322
[75] valid_0's poisson: -98.576 valid_0's l2: 358.974
[76] valid_0's poisson: -98.4804 valid_0's l2: 358.563
[77] valid_0's poisson: -98.9575 valid_0's l2: 358.915
[78] valid_0's poisson: -99.6411 valid_0's l2: 358.985
[79] valid_0's poisson: -99.6335 valid_0's l2: 359.024
[80] valid_0's poisson: -99.477 valid_0's l2: 360.246
[81] valid_0's poisson: -99.0701 valid_0's l2: 357.868
[82] valid_0's poisson: -98.9424 valid_0's l2: 358.444
[83] valid_0's poisson: -98.6448 valid_0's l2: 355.799
[84] valid_0's poisson: -98.616 valid_0's l2: 355.817
[85] valid_0's poisson: -98.5912 valid_0's l2: 355.534
[86] valid_0's poisson: -98.8296 valid_0's l2: 355.223
[87] valid_0's poisson: -98.4119 valid_0's l2: 355.961
[88] valid_0's poisson: -98.474 valid_0's l2: 355.732
[89] valid_0's poisson: -97.8985 valid_0's l2: 355.116
[90] valid_0's poisson: -97.8546 valid_0's l2: 355.574
[91] valid_0's poisson: -97.9239 valid_0's l2: 355.392
[92] valid_0's poisson: -98.7473 valid_0's l2: 356.094
[93] valid_0's poisson: -98.7372 valid_0's l2: 355.732
[94] valid_0's poisson: -99.0777 valid_0's l2: 355.736
[95] valid_0's poisson: -98.3912 valid_0's l2: 351.63
[96] valid_0's poisson: -99.1076 valid_0's l2: 350.654
[97] valid_0's poisson: -98.9267 valid_0's l2: 351.301
[98] valid_0's poisson: -99.0859 valid_0's l2: 350.415
[99] valid_0's poisson: -98.7502 valid_0's l2: 351.002
[100] valid_0's poisson: -98.8746 valid_0's l2: 350.889
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -103.043 valid_0's l2: 1053.55
[2] valid_0's poisson: -103.975 valid_0's l2: 758.754
[3] valid_0's poisson: -93.1658 valid_0's l2: 693.123
[4] valid_0's poisson: -93.8362 valid_0's l2: 661.448
[5] valid_0's poisson: -95.5768 valid_0's l2: 619.972
[6] valid_0's poisson: -95.1171 valid_0's l2: 622.3
[7] valid_0's poisson: -96.1372 valid_0's l2: 605.814
[8] valid_0's poisson: -94.1371 valid_0's l2: 594.278
[9] valid_0's poisson: -92.3675 valid_0's l2: 584.058
[10] valid_0's poisson: -93.3835 valid_0's l2: 570.937
[11] valid_0's poisson: -92.2519 valid_0's l2: 548.67
[12] valid_0's poisson: -90.5594 valid_0's l2: 543.065
[13] valid_0's poisson: -93.1897 valid_0's l2: 532.314
[14] valid_0's poisson: -91.979 valid_0's l2: 524.242
[15] valid_0's poisson: -91.7428 valid_0's l2: 516.47
[16] valid_0's poisson: -92.0792 valid_0's l2: 516.607
[17] valid_0's poisson: -92.0583 valid_0's l2: 512.458
[18] valid_0's poisson: -91.2098 valid_0's l2: 504.216
[19] valid_0's poisson: -90.9332 valid_0's l2: 503.153
[20] valid_0's poisson: -91.3171 valid_0's l2: 500.887
[21] valid_0's poisson: -91.6282 valid_0's l2: 498.583
[22] valid_0's poisson: -92.418 valid_0's l2: 497.658
[23] valid_0's poisson: -92.6633 valid_0's l2: 494.725
[24] valid_0's poisson: -91.6964 valid_0's l2: 492.436
[25] valid_0's poisson: -92.4035 valid_0's l2: 492.673
[26] valid_0's poisson: -93.8383 valid_0's l2: 489.053
[27] valid_0's poisson: -95.1735 valid_0's l2: 480.617
[28] valid_0's poisson: -94.7785 valid_0's l2: 479.405
[29] valid_0's poisson: -94.8452 valid_0's l2: 480.682
[30] valid_0's poisson: -94.0796 valid_0's l2: 473.477
[31] valid_0's poisson: -93.359 valid_0's l2: 471.251
[32] valid_0's poisson: -93.0801 valid_0's l2: 465.252
[33] valid_0's poisson: -92.9372 valid_0's l2: 461.853
[34] valid_0's poisson: -92.0085 valid_0's l2: 460.364
[35] valid_0's poisson: -93.5523 valid_0's l2: 456.001
[36] valid_0's poisson: -93.4916 valid_0's l2: 458.771
[37] valid_0's poisson: -93.1644 valid_0's l2: 458.311
[38] valid_0's poisson: -94.4496 valid_0's l2: 453.816
[39] valid_0's poisson: -94.0131 valid_0's l2: 453.024
[40] valid_0's poisson: -94.528 valid_0's l2: 451.523
[41] valid_0's poisson: -93.1938 valid_0's l2: 449.374
[42] valid_0's poisson: -93.5965 valid_0's l2: 447.729
[43] valid_0's poisson: -93.7581 valid_0's l2: 442.563
[44] valid_0's poisson: -93.7667 valid_0's l2: 442.641
[45] valid_0's poisson: -93.9476 valid_0's l2: 438.83
[46] valid_0's poisson: -94.0352 valid_0's l2: 436.076
[47] valid_0's poisson: -94.0082 valid_0's l2: 436.826
[48] valid_0's poisson: -94.5453 valid_0's l2: 434.548
[49] valid_0's poisson: -93.5574 valid_0's l2: 432.418
[50] valid_0's poisson: -94.6732 valid_0's l2: 432.717
[51] valid_0's poisson: -94.5101 valid_0's l2: 432.268
[52] valid_0's poisson: -94.7675 valid_0's l2: 431.418
[53] valid_0's poisson: -94.6483 valid_0's l2: 430.266
[54] valid_0's poisson: -94.3432 valid_0's l2: 429.27
[55] valid_0's poisson: -94.2601 valid_0's l2: 428.491
[56] valid_0's poisson: -94.11 valid_0's l2: 425.766
[57] valid_0's poisson: -94.2674 valid_0's l2: 423.824
[58] valid_0's poisson: -94.0644 valid_0's l2: 420.405
[59] valid_0's poisson: -94.0968 valid_0's l2: 419.84
[60] valid_0's poisson: -93.9266 valid_0's l2: 420.808
[61] valid_0's poisson: -94.1011 valid_0's l2: 420.694
[62] valid_0's poisson: -94.2704 valid_0's l2: 418.413
[63] valid_0's poisson: -94.735 valid_0's l2: 418.004
[64] valid_0's poisson: -94.8104 valid_0's l2: 414.925
[65] valid_0's poisson: -95.2956 valid_0's l2: 410.89
[66] valid_0's poisson: -95.1968 valid_0's l2: 409.172
[67] valid_0's poisson: -95.1456 valid_0's l2: 405.675
[68] valid_0's poisson: -95.2561 valid_0's l2: 405.881
[69] valid_0's poisson: -95.4195 valid_0's l2: 404.571
[70] valid_0's poisson: -95.1071 valid_0's l2: 400.347
[71] valid_0's poisson: -96.3662 valid_0's l2: 398.852
[72] valid_0's poisson: -96.5414 valid_0's l2: 395.433
[73] valid_0's poisson: -96.0129 valid_0's l2: 393.353
[74] valid_0's poisson: -96.3692 valid_0's l2: 390.378
[75] valid_0's poisson: -96.1089 valid_0's l2: 391.704
[76] valid_0's poisson: -96.3965 valid_0's l2: 392.028
[77] valid_0's poisson: -96.4131 valid_0's l2: 391.699
[78] valid_0's poisson: -96.1433 valid_0's l2: 391.747
[79] valid_0's poisson: -96.1883 valid_0's l2: 392.462
[80] valid_0's poisson: -96.1309 valid_0's l2: 390.653
[81] valid_0's poisson: -95.9741 valid_0's l2: 391.867
[82] valid_0's poisson: -95.9917 valid_0's l2: 393.671
[83] valid_0's poisson: -96.1579 valid_0's l2: 392.619
[84] valid_0's poisson: -95.8121 valid_0's l2: 391.426
[85] valid_0's poisson: -95.9833 valid_0's l2: 389.351
[86] valid_0's poisson: -96.6931 valid_0's l2: 388.678
[87] valid_0's poisson: -96.7695 valid_0's l2: 388.914
[88] valid_0's poisson: -96.7239 valid_0's l2: 389.352
[89] valid_0's poisson: -96.8472 valid_0's l2: 387.237
[90] valid_0's poisson: -96.9503 valid_0's l2: 387.155
[91] valid_0's poisson: -96.8465 valid_0's l2: 390.418
[92] valid_0's poisson: -97.0307 valid_0's l2: 389.433
[93] valid_0's poisson: -97.1713 valid_0's l2: 389.45
[94] valid_0's poisson: -96.6561 valid_0's l2: 389.755
[95] valid_0's poisson: -96.6408 valid_0's l2: 390.326
[96] valid_0's poisson: -96.5461 valid_0's l2: 388.767
[97] valid_0's poisson: -96.6036 valid_0's l2: 388.649
[98] valid_0's poisson: -96.5691 valid_0's l2: 387.315
[99] valid_0's poisson: -96.5639 valid_0's l2: 387.52
[100] valid_0's poisson: -96.566 valid_0's l2: 386.921
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.5318 valid_0's l2: 2122.01
[2] valid_0's poisson: -91.4687 valid_0's l2: 1963.31
[3] valid_0's poisson: -93.158 valid_0's l2: 1816.4
[4] valid_0's poisson: -94.577 valid_0's l2: 1688.79
[5] valid_0's poisson: -95.7946 valid_0's l2: 1575.95
[6] valid_0's poisson: -96.8525 valid_0's l2: 1476.11
[7] valid_0's poisson: -97.7688 valid_0's l2: 1388.4
[8] valid_0's poisson: -98.5857 valid_0's l2: 1310.14
[9] valid_0's poisson: -99.3326 valid_0's l2: 1238.83
[10] valid_0's poisson: -100.055 valid_0's l2: 1169.53
[11] valid_0's poisson: -100.675 valid_0's l2: 1109.21
[12] valid_0's poisson: -101.244 valid_0's l2: 1055.18
[13] valid_0's poisson: -101.745 valid_0's l2: 1006.58
[14] valid_0's poisson: -102.242 valid_0's l2: 960.726
[15] valid_0's poisson: -102.65 valid_0's l2: 921.77
[16] valid_0's poisson: -103.01 valid_0's l2: 887.303
[17] valid_0's poisson: -103.395 valid_0's l2: 852.95
[18] valid_0's poisson: -103.772 valid_0's l2: 820.195
[19] valid_0's poisson: -104.051 valid_0's l2: 794.499
[20] valid_0's poisson: -104.368 valid_0's l2: 767.85
[21] valid_0's poisson: -104.63 valid_0's l2: 744.702
[22] valid_0's poisson: -104.903 valid_0's l2: 721.926
[23] valid_0's poisson: -105.118 valid_0's l2: 702.205
[24] valid_0's poisson: -105.356 valid_0's l2: 683.26
[25] valid_0's poisson: -105.57 valid_0's l2: 665.976
[26] valid_0's poisson: -105.755 valid_0's l2: 649.979
[27] valid_0's poisson: -105.916 valid_0's l2: 636.384
[28] valid_0's poisson: -106.091 valid_0's l2: 623.226
[29] valid_0's poisson: -106.241 valid_0's l2: 611.268
[30] valid_0's poisson: -106.38 valid_0's l2: 600.281
[31] valid_0's poisson: -106.522 valid_0's l2: 589.934
[32] valid_0's poisson: -106.636 valid_0's l2: 579.965
[33] valid_0's poisson: -106.742 valid_0's l2: 571.629
[34] valid_0's poisson: -106.847 valid_0's l2: 563.868
[35] valid_0's poisson: -106.943 valid_0's l2: 555.799
[36] valid_0's poisson: -107.049 valid_0's l2: 547.789
[37] valid_0's poisson: -107.141 valid_0's l2: 538.969
[38] valid_0's poisson: -107.232 valid_0's l2: 532.215
[39] valid_0's poisson: -107.309 valid_0's l2: 525.155
[40] valid_0's poisson: -107.385 valid_0's l2: 518.498
[41] valid_0's poisson: -107.454 valid_0's l2: 513.611
[42] valid_0's poisson: -107.504 valid_0's l2: 507.972
[43] valid_0's poisson: -107.558 valid_0's l2: 503.009
[44] valid_0's poisson: -107.617 valid_0's l2: 497.38
[45] valid_0's poisson: -107.676 valid_0's l2: 492.717
[46] valid_0's poisson: -107.717 valid_0's l2: 488.295
[47] valid_0's poisson: -107.759 valid_0's l2: 484.549
[48] valid_0's poisson: -107.8 valid_0's l2: 481.464
[49] valid_0's poisson: -107.84 valid_0's l2: 477.86
[50] valid_0's poisson: -107.858 valid_0's l2: 475.083
[51] valid_0's poisson: -107.831 valid_0's l2: 472.445
[52] valid_0's poisson: -107.848 valid_0's l2: 468.658
[53] valid_0's poisson: -107.879 valid_0's l2: 466.296
[54] valid_0's poisson: -107.882 valid_0's l2: 463.972
[55] valid_0's poisson: -107.88 valid_0's l2: 461.791
[56] valid_0's poisson: -107.911 valid_0's l2: 459.265
[57] valid_0's poisson: -107.868 valid_0's l2: 456.203
[58] valid_0's poisson: -107.873 valid_0's l2: 454.533
[59] valid_0's poisson: -107.844 valid_0's l2: 452.563
[60] valid_0's poisson: -107.863 valid_0's l2: 450.51
[61] valid_0's poisson: -107.85 valid_0's l2: 448.592
[62] valid_0's poisson: -107.842 valid_0's l2: 446.894
[63] valid_0's poisson: -107.861 valid_0's l2: 444.639
[64] valid_0's poisson: -107.879 valid_0's l2: 443.124
[65] valid_0's poisson: -107.785 valid_0's l2: 441.033
[66] valid_0's poisson: -107.857 valid_0's l2: 439.275
[67] valid_0's poisson: -107.785 valid_0's l2: 437.979
[68] valid_0's poisson: -107.825 valid_0's l2: 436.405
[69] valid_0's poisson: -107.832 valid_0's l2: 434.852
[70] valid_0's poisson: -107.795 valid_0's l2: 433.283
[71] valid_0's poisson: -107.778 valid_0's l2: 430.241
[72] valid_0's poisson: -107.734 valid_0's l2: 428.481
[73] valid_0's poisson: -107.693 valid_0's l2: 427.495
[74] valid_0's poisson: -107.631 valid_0's l2: 426.411
[75] valid_0's poisson: -107.631 valid_0's l2: 425.406
[76] valid_0's poisson: -107.653 valid_0's l2: 424.055
[77] valid_0's poisson: -107.654 valid_0's l2: 422.801
[78] valid_0's poisson: -107.626 valid_0's l2: 421.818
[79] valid_0's poisson: -107.614 valid_0's l2: 421.075
[80] valid_0's poisson: -107.524 valid_0's l2: 420.116
[81] valid_0's poisson: -107.455 valid_0's l2: 418.555
[82] valid_0's poisson: -107.505 valid_0's l2: 417.218
[83] valid_0's poisson: -107.405 valid_0's l2: 416.513
[84] valid_0's poisson: -107.369 valid_0's l2: 415.702
[85] valid_0's poisson: -107.309 valid_0's l2: 415.152
[86] valid_0's poisson: -107.32 valid_0's l2: 413.438
[87] valid_0's poisson: -107.318 valid_0's l2: 412.274
[88] valid_0's poisson: -107.318 valid_0's l2: 411.271
[89] valid_0's poisson: -107.321 valid_0's l2: 410.048
[90] valid_0's poisson: -107.308 valid_0's l2: 409.401
[91] valid_0's poisson: -107.307 valid_0's l2: 408.513
[92] valid_0's poisson: -107.236 valid_0's l2: 407.834
[93] valid_0's poisson: -107.199 valid_0's l2: 406.863
[94] valid_0's poisson: -107.142 valid_0's l2: 406.39
[95] valid_0's poisson: -107.136 valid_0's l2: 405.08
[96] valid_0's poisson: -107.082 valid_0's l2: 404.714
[97] valid_0's poisson: -107.076 valid_0's l2: 402.442
[98] valid_0's poisson: -107.069 valid_0's l2: 401.815
[99] valid_0's poisson: -107.074 valid_0's l2: 401.335
[100] valid_0's poisson: -107.075 valid_0's l2: 399.985
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.5612 valid_0's l2: 2118.98
[2] valid_0's poisson: -91.6042 valid_0's l2: 1950.57
[3] valid_0's poisson: -93.2313 valid_0's l2: 1807.71
[4] valid_0's poisson: -94.6029 valid_0's l2: 1681.96
[5] valid_0's poisson: -95.7807 valid_0's l2: 1571.62
[6] valid_0's poisson: -96.8035 valid_0's l2: 1473.61
[7] valid_0's poisson: -97.6942 valid_0's l2: 1387.79
[8] valid_0's poisson: -98.5998 valid_0's l2: 1300.88
[9] valid_0's poisson: -99.3253 valid_0's l2: 1231.58
[10] valid_0's poisson: -100.021 valid_0's l2: 1163.8
[11] valid_0's poisson: -100.635 valid_0's l2: 1104.5
[12] valid_0's poisson: -101.207 valid_0's l2: 1051.31
[13] valid_0's poisson: -101.708 valid_0's l2: 1004.97
[14] valid_0's poisson: -102.155 valid_0's l2: 963.173
[15] valid_0's poisson: -102.619 valid_0's l2: 920.315
[16] valid_0's poisson: -102.977 valid_0's l2: 886.385
[17] valid_0's poisson: -103.362 valid_0's l2: 851.69
[18] valid_0's poisson: -103.716 valid_0's l2: 820.599
[19] valid_0's poisson: -104.045 valid_0's l2: 791.815
[20] valid_0's poisson: -104.309 valid_0's l2: 768.331
[21] valid_0's poisson: -104.583 valid_0's l2: 745.029
[22] valid_0's poisson: -104.834 valid_0's l2: 723.134
[23] valid_0's poisson: -105.095 valid_0's l2: 701.832
[24] valid_0's poisson: -105.311 valid_0's l2: 683.557
[25] valid_0's poisson: -105.505 valid_0's l2: 667.524
[26] valid_0's poisson: -105.717 valid_0's l2: 651.076
[27] valid_0's poisson: -105.871 valid_0's l2: 637.766
[28] valid_0's poisson: -106.049 valid_0's l2: 624.081
[29] valid_0's poisson: -106.197 valid_0's l2: 612.61
[30] valid_0's poisson: -106.329 valid_0's l2: 602.331
[31] valid_0's poisson: -106.461 valid_0's l2: 590.555
[32] valid_0's poisson: -106.598 valid_0's l2: 580.935
[33] valid_0's poisson: -106.697 valid_0's l2: 571.537
[34] valid_0's poisson: -106.811 valid_0's l2: 562.322
[35] valid_0's poisson: -106.906 valid_0's l2: 555.315
[36] valid_0's poisson: -106.991 valid_0's l2: 546.677
[37] valid_0's poisson: -107.084 valid_0's l2: 539.404
[38] valid_0's poisson: -107.162 valid_0's l2: 532.611
[39] valid_0's poisson: -107.249 valid_0's l2: 525.323
[40] valid_0's poisson: -107.31 valid_0's l2: 519.661
[41] valid_0's poisson: -107.378 valid_0's l2: 513.801
[42] valid_0's poisson: -107.437 valid_0's l2: 508.656
[43] valid_0's poisson: -107.501 valid_0's l2: 503.181
[44] valid_0's poisson: -107.54 valid_0's l2: 499.145
[45] valid_0's poisson: -107.588 valid_0's l2: 494.768
[46] valid_0's poisson: -107.651 valid_0's l2: 489.091
[47] valid_0's poisson: -107.676 valid_0's l2: 485.408
[48] valid_0's poisson: -107.721 valid_0's l2: 481.403
[49] valid_0's poisson: -107.699 valid_0's l2: 478.147
[50] valid_0's poisson: -107.7 valid_0's l2: 475.26
[51] valid_0's poisson: -107.741 valid_0's l2: 471.456
[52] valid_0's poisson: -107.746 valid_0's l2: 469.281
[53] valid_0's poisson: -107.746 valid_0's l2: 466.731
[54] valid_0's poisson: -107.778 valid_0's l2: 464.542
[55] valid_0's poisson: -107.801 valid_0's l2: 462.133
[56] valid_0's poisson: -107.812 valid_0's l2: 460.684
[57] valid_0's poisson: -107.827 valid_0's l2: 456.952
[58] valid_0's poisson: -107.826 valid_0's l2: 455.002
[59] valid_0's poisson: -107.821 valid_0's l2: 452.969
[60] valid_0's poisson: -107.796 valid_0's l2: 450.839
[61] valid_0's poisson: -107.797 valid_0's l2: 449.879
[62] valid_0's poisson: -107.832 valid_0's l2: 447.733
[63] valid_0's poisson: -107.855 valid_0's l2: 446.033
[64] valid_0's poisson: -107.79 valid_0's l2: 444.034
[65] valid_0's poisson: -107.773 valid_0's l2: 442.252
[66] valid_0's poisson: -107.788 valid_0's l2: 440.243
[67] valid_0's poisson: -107.805 valid_0's l2: 438.572
[68] valid_0's poisson: -107.807 valid_0's l2: 436.899
[69] valid_0's poisson: -107.813 valid_0's l2: 435.467
[70] valid_0's poisson: -107.812 valid_0's l2: 434.245
[71] valid_0's poisson: -107.804 valid_0's l2: 432.515
[72] valid_0's poisson: -107.814 valid_0's l2: 431.382
[73] valid_0's poisson: -107.777 valid_0's l2: 429.699
[74] valid_0's poisson: -107.686 valid_0's l2: 428.07
[75] valid_0's poisson: -107.669 valid_0's l2: 427.241
[76] valid_0's poisson: -107.628 valid_0's l2: 426.391
[77] valid_0's poisson: -107.609 valid_0's l2: 425.568
[78] valid_0's poisson: -107.606 valid_0's l2: 424.289
[79] valid_0's poisson: -107.62 valid_0's l2: 422.763
[80] valid_0's poisson: -107.484 valid_0's l2: 421.296
[81] valid_0's poisson: -107.443 valid_0's l2: 420.181
[82] valid_0's poisson: -107.5 valid_0's l2: 418.606
[83] valid_0's poisson: -107.478 valid_0's l2: 417.495
[84] valid_0's poisson: -107.479 valid_0's l2: 416.434
[85] valid_0's poisson: -107.457 valid_0's l2: 415.918
[86] valid_0's poisson: -107.445 valid_0's l2: 415.097
[87] valid_0's poisson: -107.511 valid_0's l2: 414.438
[88] valid_0's poisson: -107.452 valid_0's l2: 413.582
[89] valid_0's poisson: -107.433 valid_0's l2: 412.627
[90] valid_0's poisson: -107.437 valid_0's l2: 411.896
[91] valid_0's poisson: -107.458 valid_0's l2: 411.62
[92] valid_0's poisson: -107.423 valid_0's l2: 411.357
[93] valid_0's poisson: -107.424 valid_0's l2: 410.189
[94] valid_0's poisson: -107.425 valid_0's l2: 409.639
[95] valid_0's poisson: -107.427 valid_0's l2: 409.229
[96] valid_0's poisson: -107.398 valid_0's l2: 408.697
[97] valid_0's poisson: -107.346 valid_0's l2: 407.817
[98] valid_0's poisson: -107.328 valid_0's l2: 407.32
[99] valid_0's poisson: -107.293 valid_0's l2: 406.815
[100] valid_0's poisson: -107.319 valid_0's l2: 406.033
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.5787 valid_0's l2: 2117.48
[2] valid_0's poisson: -91.5532 valid_0's l2: 1954.64
[3] valid_0's poisson: -93.2484 valid_0's l2: 1805.99
[4] valid_0's poisson: -94.6504 valid_0's l2: 1678.34
[5] valid_0's poisson: -95.8489 valid_0's l2: 1565.84
[6] valid_0's poisson: -96.9355 valid_0's l2: 1463.38
[7] valid_0's poisson: -97.8537 valid_0's l2: 1374.88
[8] valid_0's poisson: -98.665 valid_0's l2: 1296.57
[9] valid_0's poisson: -99.4523 valid_0's l2: 1220.63
[10] valid_0's poisson: -100.124 valid_0's l2: 1154.8
[11] valid_0's poisson: -100.741 valid_0's l2: 1096.25
[12] valid_0's poisson: -101.308 valid_0's l2: 1042
[13] valid_0's poisson: -101.809 valid_0's l2: 993.472
[14] valid_0's poisson: -102.259 valid_0's l2: 950.636
[15] valid_0's poisson: -102.709 valid_0's l2: 909.37
[16] valid_0's poisson: -103.071 valid_0's l2: 874.692
[17] valid_0's poisson: -103.456 valid_0's l2: 840.598
[18] valid_0's poisson: -103.756 valid_0's l2: 812.808
[19] valid_0's poisson: -104.074 valid_0's l2: 785.478
[20] valid_0's poisson: -104.367 valid_0's l2: 761.017
[21] valid_0's poisson: -104.621 valid_0's l2: 738.453
[22] valid_0's poisson: -104.899 valid_0's l2: 715.825
[23] valid_0's poisson: -105.11 valid_0's l2: 696.405
[24] valid_0's poisson: -105.345 valid_0's l2: 677.965
[25] valid_0's poisson: -105.562 valid_0's l2: 661.751
[26] valid_0's poisson: -105.738 valid_0's l2: 647.15
[27] valid_0's poisson: -105.92 valid_0's l2: 632.664
[28] valid_0's poisson: -106.087 valid_0's l2: 619.288
[29] valid_0's poisson: -106.228 valid_0's l2: 607.698
[30] valid_0's poisson: -106.384 valid_0's l2: 596.326
[31] valid_0's poisson: -106.509 valid_0's l2: 586.241
[32] valid_0's poisson: -106.645 valid_0's l2: 576.403
[33] valid_0's poisson: -106.757 valid_0's l2: 566.533
[34] valid_0's poisson: -106.876 valid_0's l2: 557.724
[35] valid_0's poisson: -106.969 valid_0's l2: 549.227
[36] valid_0's poisson: -107.064 valid_0's l2: 541.026
[37] valid_0's poisson: -107.167 valid_0's l2: 534.016
[38] valid_0's poisson: -107.251 valid_0's l2: 526.897
[39] valid_0's poisson: -107.331 valid_0's l2: 520.986
[40] valid_0's poisson: -107.4 valid_0's l2: 514.616
[41] valid_0's poisson: -107.466 valid_0's l2: 509.015
[42] valid_0's poisson: -107.531 valid_0's l2: 503.997
[43] valid_0's poisson: -107.585 valid_0's l2: 499.689
[44] valid_0's poisson: -107.62 valid_0's l2: 495.348
[45] valid_0's poisson: -107.613 valid_0's l2: 491.66
[46] valid_0's poisson: -107.656 valid_0's l2: 487.772
[47] valid_0's poisson: -107.688 valid_0's l2: 484.564
[48] valid_0's poisson: -107.723 valid_0's l2: 481.43
[49] valid_0's poisson: -107.766 valid_0's l2: 477.798
[50] valid_0's poisson: -107.813 valid_0's l2: 474.552
[51] valid_0's poisson: -107.822 valid_0's l2: 471.478
[52] valid_0's poisson: -107.823 valid_0's l2: 469.184
[53] valid_0's poisson: -107.853 valid_0's l2: 466.215
[54] valid_0's poisson: -107.878 valid_0's l2: 463.911
[55] valid_0's poisson: -107.898 valid_0's l2: 461.805
[56] valid_0's poisson: -107.908 valid_0's l2: 458.895
[57] valid_0's poisson: -107.897 valid_0's l2: 457.057
[58] valid_0's poisson: -107.917 valid_0's l2: 455.103
[59] valid_0's poisson: -107.909 valid_0's l2: 453.171
[60] valid_0's poisson: -107.949 valid_0's l2: 448.961
[61] valid_0's poisson: -107.954 valid_0's l2: 446.941
[62] valid_0's poisson: -107.966 valid_0's l2: 445.073
[63] valid_0's poisson: -107.965 valid_0's l2: 443.747
[64] valid_0's poisson: -107.972 valid_0's l2: 441.958
[65] valid_0's poisson: -107.987 valid_0's l2: 440.509
[66] valid_0's poisson: -107.954 valid_0's l2: 439.589
[67] valid_0's poisson: -107.958 valid_0's l2: 438.267
[68] valid_0's poisson: -107.904 valid_0's l2: 436.925
[69] valid_0's poisson: -107.928 valid_0's l2: 435.179
[70] valid_0's poisson: -107.872 valid_0's l2: 434.054
[71] valid_0's poisson: -107.811 valid_0's l2: 433.009
[72] valid_0's poisson: -107.776 valid_0's l2: 431.785
[73] valid_0's poisson: -107.775 valid_0's l2: 430.07
[74] valid_0's poisson: -107.816 valid_0's l2: 428.102
[75] valid_0's poisson: -107.77 valid_0's l2: 427.386
[76] valid_0's poisson: -107.657 valid_0's l2: 426.227
[77] valid_0's poisson: -107.632 valid_0's l2: 425.169
[78] valid_0's poisson: -107.694 valid_0's l2: 424.237
[79] valid_0's poisson: -107.608 valid_0's l2: 423.464
[80] valid_0's poisson: -107.639 valid_0's l2: 422.528
[81] valid_0's poisson: -107.631 valid_0's l2: 422.004
[82] valid_0's poisson: -107.634 valid_0's l2: 421.329
[83] valid_0's poisson: -107.531 valid_0's l2: 420.547
[84] valid_0's poisson: -107.527 valid_0's l2: 419.295
[85] valid_0's poisson: -107.457 valid_0's l2: 418.722
[86] valid_0's poisson: -107.427 valid_0's l2: 417.903
[87] valid_0's poisson: -107.328 valid_0's l2: 417.528
[88] valid_0's poisson: -107.287 valid_0's l2: 416.197
[89] valid_0's poisson: -107.293 valid_0's l2: 415.402
[90] valid_0's poisson: -107.286 valid_0's l2: 415.025
[91] valid_0's poisson: -107.286 valid_0's l2: 414.104
[92] valid_0's poisson: -107.221 valid_0's l2: 412.399
[93] valid_0's poisson: -107.224 valid_0's l2: 411.373
[94] valid_0's poisson: -107.196 valid_0's l2: 410.395
[95] valid_0's poisson: -107.139 valid_0's l2: 409.593
[96] valid_0's poisson: -107.127 valid_0's l2: 409.054
[97] valid_0's poisson: -107.138 valid_0's l2: 406.693
[98] valid_0's poisson: -107.069 valid_0's l2: 406.265
[99] valid_0's poisson: -107.046 valid_0's l2: 405.723
[100] valid_0's poisson: -107.056 valid_0's l2: 405.394
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.593 valid_0's l2: 2117.15
[2] valid_0's poisson: -91.5755 valid_0's l2: 1954.11
[3] valid_0's poisson: -93.2158 valid_0's l2: 1810.51
[4] valid_0's poisson: -94.5942 valid_0's l2: 1684.42
[5] valid_0's poisson: -95.8892 valid_0's l2: 1563.42
[6] valid_0's poisson: -96.919 valid_0's l2: 1465.33
[7] valid_0's poisson: -97.83 valid_0's l2: 1378.05
[8] valid_0's poisson: -98.6283 valid_0's l2: 1300.79
[9] valid_0's poisson: -99.3702 valid_0's l2: 1229.54
[10] valid_0's poisson: -100.097 valid_0's l2: 1160.09
[11] valid_0's poisson: -100.704 valid_0's l2: 1101.09
[12] valid_0's poisson: -101.258 valid_0's l2: 1047.9
[13] valid_0's poisson: -101.775 valid_0's l2: 999.967
[14] valid_0's poisson: -102.23 valid_0's l2: 957.452
[15] valid_0's poisson: -102.658 valid_0's l2: 919.063
[16] valid_0's poisson: -103.074 valid_0's l2: 881.187
[17] valid_0's poisson: -103.421 valid_0's l2: 849.743
[18] valid_0's poisson: -103.719 valid_0's l2: 821.922
[19] valid_0's poisson: -104.047 valid_0's l2: 793.462
[20] valid_0's poisson: -104.368 valid_0's l2: 766.184
[21] valid_0's poisson: -104.61 valid_0's l2: 745.392
[22] valid_0's poisson: -104.875 valid_0's l2: 725.068
[23] valid_0's poisson: -105.126 valid_0's l2: 704.429
[24] valid_0's poisson: -105.346 valid_0's l2: 684.97
[25] valid_0's poisson: -105.558 valid_0's l2: 668.182
[26] valid_0's poisson: -105.743 valid_0's l2: 652.029
[27] valid_0's poisson: -105.931 valid_0's l2: 637.565
[28] valid_0's poisson: -106.088 valid_0's l2: 624.705
[29] valid_0's poisson: -106.24 valid_0's l2: 611.924
[30] valid_0's poisson: -106.365 valid_0's l2: 600.6
[31] valid_0's poisson: -106.515 valid_0's l2: 589.013
[32] valid_0's poisson: -106.621 valid_0's l2: 579.893
[33] valid_0's poisson: -106.752 valid_0's l2: 570.301
[34] valid_0's poisson: -106.871 valid_0's l2: 561.229
[35] valid_0's poisson: -106.965 valid_0's l2: 553.152
[36] valid_0's poisson: -107.06 valid_0's l2: 544.582
[37] valid_0's poisson: -107.151 valid_0's l2: 537.36
[38] valid_0's poisson: -107.233 valid_0's l2: 531.274
[39] valid_0's poisson: -107.306 valid_0's l2: 525.681
[40] valid_0's poisson: -107.376 valid_0's l2: 518.901
[41] valid_0's poisson: -107.452 valid_0's l2: 512.496
[42] valid_0's poisson: -107.526 valid_0's l2: 506.882
[43] valid_0's poisson: -107.587 valid_0's l2: 501.034
[44] valid_0's poisson: -107.637 valid_0's l2: 495.273
[45] valid_0's poisson: -107.685 valid_0's l2: 490.625
[46] valid_0's poisson: -107.732 valid_0's l2: 486.795
[47] valid_0's poisson: -107.772 valid_0's l2: 483.053
[48] valid_0's poisson: -107.778 valid_0's l2: 478.663
[49] valid_0's poisson: -107.797 valid_0's l2: 475.744
[50] valid_0's poisson: -107.846 valid_0's l2: 470.778
[51] valid_0's poisson: -107.873 valid_0's l2: 468.239
[52] valid_0's poisson: -107.91 valid_0's l2: 463.937
[53] valid_0's poisson: -107.889 valid_0's l2: 460.948
[54] valid_0's poisson: -107.925 valid_0's l2: 458.351
[55] valid_0's poisson: -107.891 valid_0's l2: 456.219
[56] valid_0's poisson: -107.882 valid_0's l2: 454.001
[57] valid_0's poisson: -107.863 valid_0's l2: 452.249
[58] valid_0's poisson: -107.798 valid_0's l2: 450.352
[59] valid_0's poisson: -107.811 valid_0's l2: 447.912
[60] valid_0's poisson: -107.81 valid_0's l2: 446.118
[61] valid_0's poisson: -107.813 valid_0's l2: 444.185
[62] valid_0's poisson: -107.813 valid_0's l2: 442.007
[63] valid_0's poisson: -107.813 valid_0's l2: 440.598
[64] valid_0's poisson: -107.814 valid_0's l2: 439.095
[65] valid_0's poisson: -107.804 valid_0's l2: 437.771
[66] valid_0's poisson: -107.765 valid_0's l2: 436.343
[67] valid_0's poisson: -107.71 valid_0's l2: 434.832
[68] valid_0's poisson: -107.68 valid_0's l2: 433.37
[69] valid_0's poisson: -107.674 valid_0's l2: 432.181
[70] valid_0's poisson: -107.65 valid_0's l2: 430.503
[71] valid_0's poisson: -107.601 valid_0's l2: 429.305
[72] valid_0's poisson: -107.506 valid_0's l2: 427.625
[73] valid_0's poisson: -107.45 valid_0's l2: 426.126
[74] valid_0's poisson: -107.461 valid_0's l2: 424.884
[75] valid_0's poisson: -107.423 valid_0's l2: 423.856
[76] valid_0's poisson: -107.42 valid_0's l2: 422.789
[77] valid_0's poisson: -107.36 valid_0's l2: 421.868
[78] valid_0's poisson: -107.336 valid_0's l2: 420.437
[79] valid_0's poisson: -107.284 valid_0's l2: 419.652
[80] valid_0's poisson: -107.333 valid_0's l2: 418.624
[81] valid_0's poisson: -107.405 valid_0's l2: 418.056
[82] valid_0's poisson: -107.41 valid_0's l2: 417.164
[83] valid_0's poisson: -107.358 valid_0's l2: 416.294
[84] valid_0's poisson: -107.436 valid_0's l2: 415.199
[85] valid_0's poisson: -107.333 valid_0's l2: 413.843
[86] valid_0's poisson: -107.332 valid_0's l2: 412.958
[87] valid_0's poisson: -107.406 valid_0's l2: 411.446
[88] valid_0's poisson: -107.398 valid_0's l2: 410.357
[89] valid_0's poisson: -107.397 valid_0's l2: 409.08
[90] valid_0's poisson: -107.395 valid_0's l2: 408.367
[91] valid_0's poisson: -107.379 valid_0's l2: 407.629
[92] valid_0's poisson: -107.35 valid_0's l2: 406.454
[93] valid_0's poisson: -107.352 valid_0's l2: 405.73
[94] valid_0's poisson: -107.349 valid_0's l2: 404.802
[95] valid_0's poisson: -107.243 valid_0's l2: 403.97
[96] valid_0's poisson: -107.167 valid_0's l2: 403.614
[97] valid_0's poisson: -107.18 valid_0's l2: 402.279
[98] valid_0's poisson: -107.244 valid_0's l2: 401.579
[99] valid_0's poisson: -107.133 valid_0's l2: 400.893
[100] valid_0's poisson: -107.22 valid_0's l2: 400.666
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.5519 valid_0's l2: 2119.12
[2] valid_0's poisson: -91.5531 valid_0's l2: 1952.63
[3] valid_0's poisson: -93.2302 valid_0's l2: 1804.65
[4] valid_0's poisson: -94.6299 valid_0's l2: 1677.69
[5] valid_0's poisson: -95.8397 valid_0's l2: 1564.8
[6] valid_0's poisson: -96.8693 valid_0's l2: 1466.04
[7] valid_0's poisson: -97.7938 valid_0's l2: 1377.5
[8] valid_0's poisson: -98.5999 valid_0's l2: 1300.17
[9] valid_0's poisson: -99.3401 valid_0's l2: 1229.05
[10] valid_0's poisson: -100.042 valid_0's l2: 1160.92
[11] valid_0's poisson: -100.671 valid_0's l2: 1100.51
[12] valid_0's poisson: -101.228 valid_0's l2: 1046.96
[13] valid_0's poisson: -101.726 valid_0's l2: 1000.69
[14] valid_0's poisson: -102.223 valid_0's l2: 954.382
[15] valid_0's poisson: -102.621 valid_0's l2: 915.71
[16] valid_0's poisson: -103.034 valid_0's l2: 878.165
[17] valid_0's poisson: -103.384 valid_0's l2: 846.54
[18] valid_0's poisson: -103.737 valid_0's l2: 815.755
[19] valid_0's poisson: -104.025 valid_0's l2: 790.22
[20] valid_0's poisson: -104.342 valid_0's l2: 763.7
[21] valid_0's poisson: -104.591 valid_0's l2: 742.782
[22] valid_0's poisson: -104.816 valid_0's l2: 722.864
[23] valid_0's poisson: -105.07 valid_0's l2: 702.132
[24] valid_0's poisson: -105.288 valid_0's l2: 683.237
[25] valid_0's poisson: -105.51 valid_0's l2: 666.177
[26] valid_0's poisson: -105.693 valid_0's l2: 650.583
[27] valid_0's poisson: -105.859 valid_0's l2: 636.737
[28] valid_0's poisson: -106.014 valid_0's l2: 623.765
[29] valid_0's poisson: -106.179 valid_0's l2: 610.595
[30] valid_0's poisson: -106.3 valid_0's l2: 600.395
[31] valid_0's poisson: -106.455 valid_0's l2: 589.552
[32] valid_0's poisson: -106.561 valid_0's l2: 580.817
[33] valid_0's poisson: -106.693 valid_0's l2: 570.676
[34] valid_0's poisson: -106.794 valid_0's l2: 561.518
[35] valid_0's poisson: -106.893 valid_0's l2: 554.426
[36] valid_0's poisson: -106.975 valid_0's l2: 546.68
[37] valid_0's poisson: -107.073 valid_0's l2: 539.279
[38] valid_0's poisson: -107.151 valid_0's l2: 532.606
[39] valid_0's poisson: -107.231 valid_0's l2: 526.299
[40] valid_0's poisson: -107.298 valid_0's l2: 520.982
[41] valid_0's poisson: -107.37 valid_0's l2: 515.395
[42] valid_0's poisson: -107.446 valid_0's l2: 508.412
[43] valid_0's poisson: -107.503 valid_0's l2: 503.523
[44] valid_0's poisson: -107.558 valid_0's l2: 499.421
[45] valid_0's poisson: -107.603 valid_0's l2: 495.445
[46] valid_0's poisson: -107.656 valid_0's l2: 491.318
[47] valid_0's poisson: -107.687 valid_0's l2: 487.985
[48] valid_0's poisson: -107.745 valid_0's l2: 482.357
[49] valid_0's poisson: -107.787 valid_0's l2: 479.407
[50] valid_0's poisson: -107.821 valid_0's l2: 476.111
[51] valid_0's poisson: -107.769 valid_0's l2: 473.755
[52] valid_0's poisson: -107.796 valid_0's l2: 471.617
[53] valid_0's poisson: -107.82 valid_0's l2: 468.411
[54] valid_0's poisson: -107.827 valid_0's l2: 466.01
[55] valid_0's poisson: -107.833 valid_0's l2: 463.531
[56] valid_0's poisson: -107.806 valid_0's l2: 461.189
[57] valid_0's poisson: -107.817 valid_0's l2: 458.679
[58] valid_0's poisson: -107.818 valid_0's l2: 456.655
[59] valid_0's poisson: -107.823 valid_0's l2: 454.223
[60] valid_0's poisson: -107.788 valid_0's l2: 451.972
[61] valid_0's poisson: -107.721 valid_0's l2: 450.083
[62] valid_0's poisson: -107.732 valid_0's l2: 447.496
[63] valid_0's poisson: -107.735 valid_0's l2: 446.427
[64] valid_0's poisson: -107.699 valid_0's l2: 444.247
[65] valid_0's poisson: -107.684 valid_0's l2: 442.324
[66] valid_0's poisson: -107.698 valid_0's l2: 440.369
[67] valid_0's poisson: -107.718 valid_0's l2: 439.613
[68] valid_0's poisson: -107.711 valid_0's l2: 438.171
[69] valid_0's poisson: -107.649 valid_0's l2: 436.425
[70] valid_0's poisson: -107.599 valid_0's l2: 434.886
[71] valid_0's poisson: -107.681 valid_0's l2: 433.118
[72] valid_0's poisson: -107.534 valid_0's l2: 431.981
[73] valid_0's poisson: -107.61 valid_0's l2: 430.74
[74] valid_0's poisson: -107.627 valid_0's l2: 429.545
[75] valid_0's poisson: -107.527 valid_0's l2: 428.806
[76] valid_0's poisson: -107.55 valid_0's l2: 427.751
[77] valid_0's poisson: -107.549 valid_0's l2: 426.808
[78] valid_0's poisson: -107.564 valid_0's l2: 425.486
[79] valid_0's poisson: -107.507 valid_0's l2: 424.003
[80] valid_0's poisson: -107.509 valid_0's l2: 421.82
[81] valid_0's poisson: -107.505 valid_0's l2: 421.374
[82] valid_0's poisson: -107.515 valid_0's l2: 420.496
[83] valid_0's poisson: -107.519 valid_0's l2: 419.458
[84] valid_0's poisson: -107.483 valid_0's l2: 418.59
[85] valid_0's poisson: -107.482 valid_0's l2: 417.588
[86] valid_0's poisson: -107.464 valid_0's l2: 416.61
[87] valid_0's poisson: -107.453 valid_0's l2: 414.823
[88] valid_0's poisson: -107.45 valid_0's l2: 414.018
[89] valid_0's poisson: -107.423 valid_0's l2: 413.05
[90] valid_0's poisson: -107.341 valid_0's l2: 412.488
[91] valid_0's poisson: -107.345 valid_0's l2: 411.811
[92] valid_0's poisson: -107.337 valid_0's l2: 411.545
[93] valid_0's poisson: -107.305 valid_0's l2: 410.753
[94] valid_0's poisson: -107.305 valid_0's l2: 409.808
[95] valid_0's poisson: -107.312 valid_0's l2: 408.894
[96] valid_0's poisson: -107.289 valid_0's l2: 408.683
[97] valid_0's poisson: -107.332 valid_0's l2: 407.775
[98] valid_0's poisson: -107.293 valid_0's l2: 407.243
[99] valid_0's poisson: -107.304 valid_0's l2: 406.713
[100] valid_0's poisson: -107.255 valid_0's l2: 406.272
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2648 valid_0's l2: 2293.76
[2] valid_0's poisson: -87.3551 valid_0's l2: 2287.26
[3] valid_0's poisson: -87.4445 valid_0's l2: 2280.82
[4] valid_0's poisson: -87.5332 valid_0's l2: 2274.42
[5] valid_0's poisson: -87.6212 valid_0's l2: 2268.08
[6] valid_0's poisson: -87.7083 valid_0's l2: 2261.78
[7] valid_0's poisson: -87.7947 valid_0's l2: 2255.54
[8] valid_0's poisson: -87.8804 valid_0's l2: 2249.34
[9] valid_0's poisson: -87.9659 valid_0's l2: 2243.15
[10] valid_0's poisson: -88.0501 valid_0's l2: 2237.06
[11] valid_0's poisson: -88.1341 valid_0's l2: 2230.96
[12] valid_0's poisson: -88.2169 valid_0's l2: 2224.96
[13] valid_0's poisson: -88.2995 valid_0's l2: 2218.96
[14] valid_0's poisson: -88.3809 valid_0's l2: 2213.05
[15] valid_0's poisson: -88.4622 valid_0's l2: 2207.15
[16] valid_0's poisson: -88.5422 valid_0's l2: 2201.33
[17] valid_0's poisson: -88.6221 valid_0's l2: 2195.52
[18] valid_0's poisson: -88.7008 valid_0's l2: 2189.79
[19] valid_0's poisson: -88.7794 valid_0's l2: 2184.07
[20] valid_0's poisson: -88.8568 valid_0's l2: 2178.43
[21] valid_0's poisson: -88.934 valid_0's l2: 2172.8
[22] valid_0's poisson: -89.0102 valid_0's l2: 2167.25
[23] valid_0's poisson: -89.0858 valid_0's l2: 2161.71
[24] valid_0's poisson: -89.1669 valid_0's l2: 2155.63
[25] valid_0's poisson: -89.2471 valid_0's l2: 2149.6
[26] valid_0's poisson: -89.3264 valid_0's l2: 2143.61
[27] valid_0's poisson: -89.3997 valid_0's l2: 2138.19
[28] valid_0's poisson: -89.4776 valid_0's l2: 2132.27
[29] valid_0's poisson: -89.5546 valid_0's l2: 2126.4
[30] valid_0's poisson: -89.6288 valid_0's l2: 2120.93
[31] valid_0's poisson: -89.7046 valid_0's l2: 2115.13
[32] valid_0's poisson: -89.7754 valid_0's l2: 2109.85
[33] valid_0's poisson: -89.8498 valid_0's l2: 2104.11
[34] valid_0's poisson: -89.9234 valid_0's l2: 2098.43
[35] valid_0's poisson: -89.9955 valid_0's l2: 2093.09
[36] valid_0's poisson: -90.0679 valid_0's l2: 2087.47
[37] valid_0's poisson: -90.1364 valid_0's l2: 2082.32
[38] valid_0's poisson: -90.2076 valid_0's l2: 2076.76
[39] valid_0's poisson: -90.278 valid_0's l2: 2071.25
[40] valid_0's poisson: -90.3476 valid_0's l2: 2065.78
[41] valid_0's poisson: -90.4173 valid_0's l2: 2060.6
[42] valid_0's poisson: -90.4836 valid_0's l2: 2055.58
[43] valid_0's poisson: -90.5517 valid_0's l2: 2050.2
[44] valid_0's poisson: -90.6192 valid_0's l2: 2044.86
[45] valid_0's poisson: -90.6859 valid_0's l2: 2039.55
[46] valid_0's poisson: -90.7536 valid_0's l2: 2034.5
[47] valid_0's poisson: -90.8193 valid_0's l2: 2029.26
[48] valid_0's poisson: -90.8831 valid_0's l2: 2024.39
[49] valid_0's poisson: -90.9478 valid_0's l2: 2019.21
[50] valid_0's poisson: -91.0118 valid_0's l2: 2014.07
[51] valid_0's poisson: -91.0776 valid_0's l2: 2009.15
[52] valid_0's poisson: -91.1386 valid_0's l2: 2004.24
[53] valid_0's poisson: -91.2005 valid_0's l2: 1999.49
[54] valid_0's poisson: -91.2626 valid_0's l2: 1994.47
[55] valid_0's poisson: -91.3223 valid_0's l2: 1989.65
[56] valid_0's poisson: -91.3864 valid_0's l2: 1984.85
[57] valid_0's poisson: -91.447 valid_0's l2: 1979.92
[58] valid_0's poisson: -91.507 valid_0's l2: 1975.28
[59] valid_0's poisson: -91.5649 valid_0's l2: 1970.58
[60] valid_0's poisson: -91.624 valid_0's l2: 1965.74
[61] valid_0's poisson: -91.6865 valid_0's l2: 1961.05
[62] valid_0's poisson: -91.7431 valid_0's l2: 1956.43
[63] valid_0's poisson: -91.8013 valid_0's l2: 1951.91
[64] valid_0's poisson: -91.8569 valid_0's l2: 1947.35
[65] valid_0's poisson: -91.9138 valid_0's l2: 1942.66
[66] valid_0's poisson: -91.9746 valid_0's l2: 1938.08
[67] valid_0's poisson: -92.0291 valid_0's l2: 1933.6
[68] valid_0's poisson: -92.0892 valid_0's l2: 1929.07
[69] valid_0's poisson: -92.1445 valid_0's l2: 1924.49
[70] valid_0's poisson: -92.2006 valid_0's l2: 1920.11
[71] valid_0's poisson: -92.2535 valid_0's l2: 1915.74
[72] valid_0's poisson: -92.3075 valid_0's l2: 1911.24
[73] valid_0's poisson: -92.3661 valid_0's l2: 1906.82
[74] valid_0's poisson: -92.4178 valid_0's l2: 1902.52
[75] valid_0's poisson: -92.4723 valid_0's l2: 1898.26
[76] valid_0's poisson: -92.5248 valid_0's l2: 1893.86
[77] valid_0's poisson: -92.5754 valid_0's l2: 1889.64
[78] valid_0's poisson: -92.6325 valid_0's l2: 1885.33
[79] valid_0's poisson: -92.6838 valid_0's l2: 1881.01
[80] valid_0's poisson: -92.7368 valid_0's l2: 1876.85
[81] valid_0's poisson: -92.7834 valid_0's l2: 1872.78
[82] valid_0's poisson: -92.8393 valid_0's l2: 1868.55
[83] valid_0's poisson: -92.8893 valid_0's l2: 1864.33
[84] valid_0's poisson: -92.9412 valid_0's l2: 1860.24
[85] valid_0's poisson: -92.9865 valid_0's l2: 1856.25
[86] valid_0's poisson: -93.0378 valid_0's l2: 1852.2
[87] valid_0's poisson: -93.0864 valid_0's l2: 1848.07
[88] valid_0's poisson: -93.1308 valid_0's l2: 1844.15
[89] valid_0's poisson: -93.185 valid_0's l2: 1840.05
[90] valid_0's poisson: -93.2352 valid_0's l2: 1836.07
[91] valid_0's poisson: -93.2788 valid_0's l2: 1832.2
[92] valid_0's poisson: -93.3322 valid_0's l2: 1828.16
[93] valid_0's poisson: -93.379 valid_0's l2: 1824.17
[94] valid_0's poisson: -93.4282 valid_0's l2: 1820.27
[95] valid_0's poisson: -93.4707 valid_0's l2: 1816.47
[96] valid_0's poisson: -93.5231 valid_0's l2: 1812.51
[97] valid_0's poisson: -93.5686 valid_0's l2: 1808.6
[98] valid_0's poisson: -93.6168 valid_0's l2: 1804.77
[99] valid_0's poisson: -93.6583 valid_0's l2: 1801.05
[100] valid_0's poisson: -93.7005 valid_0's l2: 1797.24
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2682 valid_0's l2: 2293.51
[2] valid_0's poisson: -87.3612 valid_0's l2: 2286.77
[3] valid_0's poisson: -87.4531 valid_0's l2: 2280.09
[4] valid_0's poisson: -87.5465 valid_0's l2: 2273.33
[5] valid_0's poisson: -87.639 valid_0's l2: 2266.62
[6] valid_0's poisson: -87.7286 valid_0's l2: 2260.05
[7] valid_0's poisson: -87.819 valid_0's l2: 2253.49
[8] valid_0's poisson: -87.907 valid_0's l2: 2247
[9] valid_0's poisson: -87.9967 valid_0's l2: 2240.46
[10] valid_0's poisson: -88.0831 valid_0's l2: 2234.04
[11] valid_0's poisson: -88.1708 valid_0's l2: 2227.64
[12] valid_0's poisson: -88.2557 valid_0's l2: 2221.3
[13] valid_0's poisson: -88.342 valid_0's l2: 2214.98
[14] valid_0's poisson: -88.4254 valid_0's l2: 2208.72
[15] valid_0's poisson: -88.5105 valid_0's l2: 2202.47
[16] valid_0's poisson: -88.5924 valid_0's l2: 2196.29
[17] valid_0's poisson: -88.677 valid_0's l2: 2190.06
[18] valid_0's poisson: -88.7575 valid_0's l2: 2183.95
[19] valid_0's poisson: -88.8402 valid_0's l2: 2177.86
[20] valid_0's poisson: -88.9193 valid_0's l2: 2171.82
[21] valid_0's poisson: -89.0008 valid_0's l2: 2165.8
[22] valid_0's poisson: -89.0786 valid_0's l2: 2159.84
[23] valid_0's poisson: -89.1596 valid_0's l2: 2153.84
[24] valid_0's poisson: -89.236 valid_0's l2: 2147.94
[25] valid_0's poisson: -89.3152 valid_0's l2: 2142.07
[26] valid_0's poisson: -89.3904 valid_0's l2: 2136.25
[27] valid_0's poisson: -89.4685 valid_0's l2: 2130.45
[28] valid_0's poisson: -89.5466 valid_0's l2: 2124.64
[29] valid_0's poisson: -89.6201 valid_0's l2: 2118.92
[30] valid_0's poisson: -89.6965 valid_0's l2: 2113.23
[31] valid_0's poisson: -89.7688 valid_0's l2: 2107.57
[32] valid_0's poisson: -89.8441 valid_0's l2: 2101.96
[33] valid_0's poisson: -89.9152 valid_0's l2: 2096.37
[34] valid_0's poisson: -89.9895 valid_0's l2: 2090.83
[35] valid_0's poisson: -90.0596 valid_0's l2: 2085.3
[36] valid_0's poisson: -90.1334 valid_0's l2: 2079.77
[37] valid_0's poisson: -90.2023 valid_0's l2: 2074.32
[38] valid_0's poisson: -90.2746 valid_0's l2: 2068.9
[39] valid_0's poisson: -90.3424 valid_0's l2: 2063.51
[40] valid_0's poisson: -90.4137 valid_0's l2: 2058.17
[41] valid_0's poisson: -90.485 valid_0's l2: 2052.81
[42] valid_0's poisson: -90.5513 valid_0's l2: 2047.51
[43] valid_0's poisson: -90.6211 valid_0's l2: 2042.27
[44] valid_0's poisson: -90.6864 valid_0's l2: 2037.03
[45] valid_0's poisson: -90.752 valid_0's l2: 2032
[46] valid_0's poisson: -90.8164 valid_0's l2: 2026.82
[47] valid_0's poisson: -90.88 valid_0's l2: 2021.68
[48] valid_0's poisson: -90.9479 valid_0's l2: 2016.58
[49] valid_0's poisson: -91.0106 valid_0's l2: 2011.5
[50] valid_0's poisson: -91.0742 valid_0's l2: 2006.59
[51] valid_0's poisson: -91.1359 valid_0's l2: 2001.57
[52] valid_0's poisson: -91.1971 valid_0's l2: 1996.6
[53] valid_0's poisson: -91.2631 valid_0's l2: 1991.61
[54] valid_0's poisson: -91.3232 valid_0's l2: 1986.7
[55] valid_0's poisson: -91.3884 valid_0's l2: 1981.77
[56] valid_0's poisson: -91.4477 valid_0's l2: 1976.91
[57] valid_0's poisson: -91.5089 valid_0's l2: 1972.17
[58] valid_0's poisson: -91.5672 valid_0's l2: 1967.37
[59] valid_0's poisson: -91.6251 valid_0's l2: 1962.6
[60] valid_0's poisson: -91.6885 valid_0's l2: 1957.8
[61] valid_0's poisson: -91.7455 valid_0's l2: 1953.09
[62] valid_0's poisson: -91.8048 valid_0's l2: 1948.46
[63] valid_0's poisson: -91.861 valid_0's l2: 1943.81
[64] valid_0's poisson: -91.9165 valid_0's l2: 1939.19
[65] valid_0's poisson: -91.9783 valid_0's l2: 1934.51
[66] valid_0's poisson: -92.0362 valid_0's l2: 1929.98
[67] valid_0's poisson: -92.0908 valid_0's l2: 1925.44
[68] valid_0's poisson: -92.1447 valid_0's l2: 1920.93
[69] valid_0's poisson: -92.1983 valid_0's l2: 1916.45
[70] valid_0's poisson: -92.2585 valid_0's l2: 1911.88
[71] valid_0's poisson: -92.3148 valid_0's l2: 1907.46
[72] valid_0's poisson: -92.3672 valid_0's l2: 1903.06
[73] valid_0's poisson: -92.4192 valid_0's l2: 1898.69
[74] valid_0's poisson: -92.4782 valid_0's l2: 1894.21
[75] valid_0's poisson: -92.5294 valid_0's l2: 1889.9
[76] valid_0's poisson: -92.5841 valid_0's l2: 1885.59
[77] valid_0's poisson: -92.6347 valid_0's l2: 1881.32
[78] valid_0's poisson: -92.6815 valid_0's l2: 1877.16
[79] valid_0's poisson: -92.739 valid_0's l2: 1872.79
[80] valid_0's poisson: -92.7926 valid_0's l2: 1868.56
[81] valid_0's poisson: -92.8386 valid_0's l2: 1864.46
[82] valid_0's poisson: -92.8915 valid_0's l2: 1860.27
[83] valid_0's poisson: -92.9369 valid_0's l2: 1856.22
[84] valid_0's poisson: -92.993 valid_0's l2: 1851.94
[85] valid_0's poisson: -93.0378 valid_0's l2: 1847.93
[86] valid_0's poisson: -93.0897 valid_0's l2: 1843.82
[87] valid_0's poisson: -93.1339 valid_0's l2: 1839.84
[88] valid_0's poisson: -93.1893 valid_0's l2: 1835.6
[89] valid_0's poisson: -93.2404 valid_0's l2: 1831.54
[90] valid_0's poisson: -93.2838 valid_0's l2: 1827.63
[91] valid_0's poisson: -93.3343 valid_0's l2: 1823.61
[92] valid_0's poisson: -93.3772 valid_0's l2: 1819.73
[93] valid_0's poisson: -93.4309 valid_0's l2: 1815.64
[94] valid_0's poisson: -93.4806 valid_0's l2: 1811.68
[95] valid_0's poisson: -93.5228 valid_0's l2: 1807.86
[96] valid_0's poisson: -93.5757 valid_0's l2: 1803.83
[97] valid_0's poisson: -93.6173 valid_0's l2: 1800.05
[98] valid_0's poisson: -93.666 valid_0's l2: 1796.15
[99] valid_0's poisson: -93.7125 valid_0's l2: 1792.3
[100] valid_0's poisson: -93.7607 valid_0's l2: 1788.44
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2623 valid_0's l2: 2293.93
[2] valid_0's poisson: -87.3541 valid_0's l2: 2287.29
[3] valid_0's poisson: -87.4452 valid_0's l2: 2280.71
[4] valid_0's poisson: -87.5354 valid_0's l2: 2274.19
[5] valid_0's poisson: -87.6255 valid_0's l2: 2267.66
[6] valid_0's poisson: -87.7147 valid_0's l2: 2261.19
[7] valid_0's poisson: -87.8026 valid_0's l2: 2254.82
[8] valid_0's poisson: -87.8904 valid_0's l2: 2248.44
[9] valid_0's poisson: -87.978 valid_0's l2: 2242.06
[10] valid_0's poisson: -88.0643 valid_0's l2: 2235.78
[11] valid_0's poisson: -88.1493 valid_0's l2: 2229.59
[12] valid_0's poisson: -88.2348 valid_0's l2: 2223.33
[13] valid_0's poisson: -88.3154 valid_0's l2: 2217.44
[14] valid_0's poisson: -88.3992 valid_0's l2: 2211.33
[15] valid_0's poisson: -88.4786 valid_0's l2: 2205.51
[16] valid_0's poisson: -88.5606 valid_0's l2: 2199.51
[17] valid_0's poisson: -88.6431 valid_0's l2: 2193.44
[18] valid_0's poisson: -88.7209 valid_0's l2: 2187.71
[19] valid_0's poisson: -88.8022 valid_0's l2: 2181.71
[20] valid_0's poisson: -88.882 valid_0's l2: 2175.87
[21] valid_0's poisson: -88.9582 valid_0's l2: 2170.24
[22] valid_0's poisson: -89.0409 valid_0's l2: 2164
[23] valid_0's poisson: -89.1158 valid_0's l2: 2158.44
[24] valid_0's poisson: -89.197 valid_0's l2: 2152.27
[25] valid_0's poisson: -89.2773 valid_0's l2: 2146.15
[26] valid_0's poisson: -89.3567 valid_0's l2: 2140.08
[27] valid_0's poisson: -89.4336 valid_0's l2: 2134.38
[28] valid_0's poisson: -89.5116 valid_0's l2: 2128.38
[29] valid_0's poisson: -89.5834 valid_0's l2: 2122.99
[30] valid_0's poisson: -89.66 valid_0's l2: 2117.06
[31] valid_0's poisson: -89.7358 valid_0's l2: 2111.18
[32] valid_0's poisson: -89.8105 valid_0's l2: 2105.63
[33] valid_0's poisson: -89.885 valid_0's l2: 2099.81
[34] valid_0's poisson: -89.9586 valid_0's l2: 2094.33
[35] valid_0's poisson: -90.0319 valid_0's l2: 2088.58
[36] valid_0's poisson: -90.1005 valid_0's l2: 2083.38
[37] valid_0's poisson: -90.1725 valid_0's l2: 2077.7
[38] valid_0's poisson: -90.2437 valid_0's l2: 2072.07
[39] valid_0's poisson: -90.3153 valid_0's l2: 2066.72
[40] valid_0's poisson: -90.3854 valid_0's l2: 2061.15
[41] valid_0's poisson: -90.4517 valid_0's l2: 2056.09
[42] valid_0's poisson: -90.5206 valid_0's l2: 2050.58
[43] valid_0's poisson: -90.5888 valid_0's l2: 2045.12
[44] valid_0's poisson: -90.6563 valid_0's l2: 2039.71
[45] valid_0's poisson: -90.7254 valid_0's l2: 2034.51
[46] valid_0's poisson: -90.7918 valid_0's l2: 2029.16
[47] valid_0's poisson: -90.8556 valid_0's l2: 2024.25
[48] valid_0's poisson: -90.9209 valid_0's l2: 2018.96
[49] valid_0's poisson: -90.9856 valid_0's l2: 2013.71
[50] valid_0's poisson: -91.0529 valid_0's l2: 2008.64
[51] valid_0's poisson: -91.1144 valid_0's l2: 2003.64
[52] valid_0's poisson: -91.1762 valid_0's l2: 1998.85
[53] valid_0's poisson: -91.2389 valid_0's l2: 1993.72
[54] valid_0's poisson: -91.299 valid_0's l2: 1988.82
[55] valid_0's poisson: -91.3644 valid_0's l2: 1983.87
[56] valid_0's poisson: -91.4256 valid_0's l2: 1978.84
[57] valid_0's poisson: -91.4856 valid_0's l2: 1974.17
[58] valid_0's poisson: -91.5438 valid_0's l2: 1969.38
[59] valid_0's poisson: -91.6015 valid_0's l2: 1964.62
[60] valid_0's poisson: -91.6652 valid_0's l2: 1959.8
[61] valid_0's poisson: -91.7241 valid_0's l2: 1954.92
[62] valid_0's poisson: -91.787 valid_0's l2: 1950.15
[63] valid_0's poisson: -91.843 valid_0's l2: 1945.5
[64] valid_0's poisson: -91.9006 valid_0's l2: 1940.99
[65] valid_0's poisson: -91.9577 valid_0's l2: 1936.22
[66] valid_0's poisson: -92.0126 valid_0's l2: 1931.65
[67] valid_0's poisson: -92.074 valid_0's l2: 1927
[68] valid_0's poisson: -92.1297 valid_0's l2: 1922.32
[69] valid_0's poisson: -92.1857 valid_0's l2: 1917.92
[70] valid_0's poisson: -92.239 valid_0's l2: 1913.46
[71] valid_0's poisson: -92.2935 valid_0's l2: 1908.87
[72] valid_0's poisson: -92.3533 valid_0's l2: 1904.33
[73] valid_0's poisson: -92.4054 valid_0's l2: 1899.95
[74] valid_0's poisson: -92.4597 valid_0's l2: 1895.66
[75] valid_0's poisson: -92.5127 valid_0's l2: 1891.17
[76] valid_0's poisson: -92.561 valid_0's l2: 1886.91
[77] valid_0's poisson: -92.6193 valid_0's l2: 1882.48
[78] valid_0's poisson: -92.6725 valid_0's l2: 1878.26
[79] valid_0's poisson: -92.72 valid_0's l2: 1874.07
[80] valid_0's poisson: -92.7774 valid_0's l2: 1869.7
[81] valid_0's poisson: -92.8283 valid_0's l2: 1865.35
[82] valid_0's poisson: -92.8803 valid_0's l2: 1861.22
[83] valid_0's poisson: -92.9266 valid_0's l2: 1857.11
[84] valid_0's poisson: -92.9763 valid_0's l2: 1852.84
[85] valid_0's poisson: -93.0275 valid_0's l2: 1848.77
[86] valid_0's poisson: -93.0728 valid_0's l2: 1844.73
[87] valid_0's poisson: -93.1284 valid_0's l2: 1840.49
[88] valid_0's poisson: -93.1768 valid_0's l2: 1836.32
[89] valid_0's poisson: -93.2269 valid_0's l2: 1832.32
[90] valid_0's poisson: -93.271 valid_0's l2: 1828.36
[91] valid_0's poisson: -93.3256 valid_0's l2: 1824.2
[92] valid_0's poisson: -93.3727 valid_0's l2: 1820.13
[93] valid_0's poisson: -93.4217 valid_0's l2: 1816.2
[94] valid_0's poisson: -93.4648 valid_0's l2: 1812.32
[95] valid_0's poisson: -93.5183 valid_0's l2: 1808.24
[96] valid_0's poisson: -93.5608 valid_0's l2: 1804.4
[97] valid_0's poisson: -93.6089 valid_0's l2: 1800.55
[98] valid_0's poisson: -93.6519 valid_0's l2: 1796.62
[99] valid_0's poisson: -93.6995 valid_0's l2: 1792.8
[100] valid_0's poisson: -93.7409 valid_0's l2: 1789.04
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2685 valid_0's l2: 2293.5
[2] valid_0's poisson: -87.3602 valid_0's l2: 2286.91
[3] valid_0's poisson: -87.4511 valid_0's l2: 2280.37
[4] valid_0's poisson: -87.5425 valid_0's l2: 2273.77
[5] valid_0's poisson: -87.6331 valid_0's l2: 2267.22
[6] valid_0's poisson: -87.7234 valid_0's l2: 2260.69
[7] valid_0's poisson: -87.8113 valid_0's l2: 2254.34
[8] valid_0's poisson: -87.8995 valid_0's l2: 2247.93
[9] valid_0's poisson: -87.9869 valid_0's l2: 2241.57
[10] valid_0's poisson: -88.0743 valid_0's l2: 2235.23
[11] valid_0's poisson: -88.1601 valid_0's l2: 2228.96
[12] valid_0's poisson: -88.2445 valid_0's l2: 2222.83
[13] valid_0's poisson: -88.3289 valid_0's l2: 2216.66
[14] valid_0's poisson: -88.4142 valid_0's l2: 2210.34
[15] valid_0's poisson: -88.4982 valid_0's l2: 2204.21
[16] valid_0's poisson: -88.582 valid_0's l2: 2197.97
[17] valid_0's poisson: -88.6642 valid_0's l2: 2191.96
[18] valid_0's poisson: -88.7465 valid_0's l2: 2185.79
[19] valid_0's poisson: -88.8281 valid_0's l2: 2179.81
[20] valid_0's poisson: -88.908 valid_0's l2: 2173.9
[21] valid_0's poisson: -88.9883 valid_0's l2: 2167.83
[22] valid_0's poisson: -89.0675 valid_0's l2: 2162.01
[23] valid_0's poisson: -89.1465 valid_0's l2: 2156.02
[24] valid_0's poisson: -89.2246 valid_0's l2: 2150.27
[25] valid_0's poisson: -89.3023 valid_0's l2: 2144.35
[26] valid_0's poisson: -89.3764 valid_0's l2: 2138.85
[27] valid_0's poisson: -89.4527 valid_0's l2: 2132.99
[28] valid_0's poisson: -89.5282 valid_0's l2: 2127.19
[29] valid_0's poisson: -89.604 valid_0's l2: 2121.58
[30] valid_0's poisson: -89.6782 valid_0's l2: 2115.85
[31] valid_0's poisson: -89.7498 valid_0's l2: 2110.48
[32] valid_0's poisson: -89.8228 valid_0's l2: 2104.81
[33] valid_0's poisson: -89.8949 valid_0's l2: 2099.18
[34] valid_0's poisson: -89.9685 valid_0's l2: 2093.72
[35] valid_0's poisson: -90.0395 valid_0's l2: 2088.16
[36] valid_0's poisson: -90.1088 valid_0's l2: 2082.93
[37] valid_0's poisson: -90.1787 valid_0's l2: 2077.44
[38] valid_0's poisson: -90.2477 valid_0's l2: 2071.98
[39] valid_0's poisson: -90.3192 valid_0's l2: 2066.65
[40] valid_0's poisson: -90.3849 valid_0's l2: 2061.46
[41] valid_0's poisson: -90.452 valid_0's l2: 2056.37
[42] valid_0's poisson: -90.5189 valid_0's l2: 2051.04
[43] valid_0's poisson: -90.5829 valid_0's l2: 2045.95
[44] valid_0's poisson: -90.6524 valid_0's l2: 2040.75
[45] valid_0's poisson: -90.7177 valid_0's l2: 2035.52
[46] valid_0's poisson: -90.78 valid_0's l2: 2030.53
[47] valid_0's poisson: -90.8484 valid_0's l2: 2025.41
[48] valid_0's poisson: -90.9127 valid_0's l2: 2020.48
[49] valid_0's poisson: -90.9738 valid_0's l2: 2015.57
[50] valid_0's poisson: -91.0365 valid_0's l2: 2010.5
[51] valid_0's poisson: -91.0964 valid_0's l2: 2005.66
[52] valid_0's poisson: -91.1629 valid_0's l2: 2000.66
[53] valid_0's poisson: -91.2253 valid_0's l2: 1995.85
[54] valid_0's poisson: -91.2862 valid_0's l2: 1990.9
[55] valid_0's poisson: -91.3443 valid_0's l2: 1986.17
[56] valid_0's poisson: -91.404 valid_0's l2: 1981.29
[57] valid_0's poisson: -91.4688 valid_0's l2: 1976.41
[58] valid_0's poisson: -91.5255 valid_0's l2: 1971.77
[59] valid_0's poisson: -91.5858 valid_0's l2: 1967.1
[60] valid_0's poisson: -91.6438 valid_0's l2: 1962.33
[61] valid_0's poisson: -91.6994 valid_0's l2: 1957.77
[62] valid_0's poisson: -91.7625 valid_0's l2: 1953.01
[63] valid_0's poisson: -91.8191 valid_0's l2: 1948.33
[64] valid_0's poisson: -91.8777 valid_0's l2: 1943.78
[65] valid_0's poisson: -91.9317 valid_0's l2: 1939.32
[66] valid_0's poisson: -91.987 valid_0's l2: 1934.73
[67] valid_0's poisson: -92.0485 valid_0's l2: 1930.08
[68] valid_0's poisson: -92.1013 valid_0's l2: 1925.71
[69] valid_0's poisson: -92.1582 valid_0's l2: 1921.27
[70] valid_0's poisson: -92.212 valid_0's l2: 1916.78
[71] valid_0's poisson: -92.2636 valid_0's l2: 1912.5
[72] valid_0's poisson: -92.3235 valid_0's l2: 1907.96
[73] valid_0's poisson: -92.3791 valid_0's l2: 1903.6
[74] valid_0's poisson: -92.4269 valid_0's l2: 1899.44
[75] valid_0's poisson: -92.4788 valid_0's l2: 1895.08
[76] valid_0's poisson: -92.5375 valid_0's l2: 1890.63
[77] valid_0's poisson: -92.5919 valid_0's l2: 1886.36
[78] valid_0's poisson: -92.6385 valid_0's l2: 1882.28
[79] valid_0's poisson: -92.6889 valid_0's l2: 1878.02
[80] valid_0's poisson: -92.7465 valid_0's l2: 1873.66
[81] valid_0's poisson: -92.7998 valid_0's l2: 1869.46
[82] valid_0's poisson: -92.8506 valid_0's l2: 1865.3
[83] valid_0's poisson: -92.8957 valid_0's l2: 1861.33
[84] valid_0's poisson: -92.9481 valid_0's l2: 1857.18
[85] valid_0's poisson: -92.9968 valid_0's l2: 1853.05
[86] valid_0's poisson: -93.0465 valid_0's l2: 1848.97
[87] valid_0's poisson: -93.0981 valid_0's l2: 1844.89
[88] valid_0's poisson: -93.1473 valid_0's l2: 1840.85
[89] valid_0's poisson: -93.1907 valid_0's l2: 1836.98
[90] valid_0's poisson: -93.2416 valid_0's l2: 1832.95
[91] valid_0's poisson: -93.2857 valid_0's l2: 1828.99
[92] valid_0's poisson: -93.336 valid_0's l2: 1825.01
[93] valid_0's poisson: -93.3839 valid_0's l2: 1821.05
[94] valid_0's poisson: -93.4378 valid_0's l2: 1816.97
[95] valid_0's poisson: -93.4797 valid_0's l2: 1813.21
[96] valid_0's poisson: -93.529 valid_0's l2: 1809.29
[97] valid_0's poisson: -93.5716 valid_0's l2: 1805.44
[98] valid_0's poisson: -93.6204 valid_0's l2: 1801.56
[99] valid_0's poisson: -93.6669 valid_0's l2: 1797.72
[100] valid_0's poisson: -93.7129 valid_0's l2: 1793.91
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2561 valid_0's l2: 2294.35
[2] valid_0's poisson: -87.3477 valid_0's l2: 2287.71
[3] valid_0's poisson: -87.4385 valid_0's l2: 2281.13
[4] valid_0's poisson: -87.5285 valid_0's l2: 2274.59
[5] valid_0's poisson: -87.6178 valid_0's l2: 2268.11
[6] valid_0's poisson: -87.7062 valid_0's l2: 2261.69
[7] valid_0's poisson: -87.7938 valid_0's l2: 2255.31
[8] valid_0's poisson: -87.8823 valid_0's l2: 2248.86
[9] valid_0's poisson: -87.9701 valid_0's l2: 2242.46
[10] valid_0's poisson: -88.057 valid_0's l2: 2236.11
[11] valid_0's poisson: -88.1417 valid_0's l2: 2229.93
[12] valid_0's poisson: -88.2271 valid_0's l2: 2223.68
[13] valid_0's poisson: -88.3081 valid_0's l2: 2217.75
[14] valid_0's poisson: -88.3923 valid_0's l2: 2211.58
[15] valid_0's poisson: -88.4744 valid_0's l2: 2205.57
[16] valid_0's poisson: -88.5536 valid_0's l2: 2199.74
[17] valid_0's poisson: -88.6377 valid_0's l2: 2193.46
[18] valid_0's poisson: -88.7196 valid_0's l2: 2187.44
[19] valid_0's poisson: -88.8022 valid_0's l2: 2181.23
[20] valid_0's poisson: -88.8792 valid_0's l2: 2175.53
[21] valid_0's poisson: -88.9603 valid_0's l2: 2169.4
[22] valid_0's poisson: -89.0405 valid_0's l2: 2163.32
[23] valid_0's poisson: -89.1197 valid_0's l2: 2157.28
[24] valid_0's poisson: -89.1986 valid_0's l2: 2151.44
[25] valid_0's poisson: -89.2729 valid_0's l2: 2145.88
[26] valid_0's poisson: -89.3504 valid_0's l2: 2139.94
[27] valid_0's poisson: -89.4269 valid_0's l2: 2134.05
[28] valid_0's poisson: -89.5027 valid_0's l2: 2128.2
[29] valid_0's poisson: -89.5788 valid_0's l2: 2122.54
[30] valid_0's poisson: -89.6533 valid_0's l2: 2116.76
[31] valid_0's poisson: -89.7246 valid_0's l2: 2111.37
[32] valid_0's poisson: -89.7978 valid_0's l2: 2105.66
[33] valid_0's poisson: -89.8703 valid_0's l2: 2100
[34] valid_0's poisson: -89.9442 valid_0's l2: 2094.48
[35] valid_0's poisson: -90.0154 valid_0's l2: 2088.88
[36] valid_0's poisson: -90.0844 valid_0's l2: 2083.63
[37] valid_0's poisson: -90.1545 valid_0's l2: 2078.1
[38] valid_0's poisson: -90.2238 valid_0's l2: 2072.61
[39] valid_0's poisson: -90.2957 valid_0's l2: 2067.23
[40] valid_0's poisson: -90.3639 valid_0's l2: 2061.81
[41] valid_0's poisson: -90.4306 valid_0's l2: 2056.69
[42] valid_0's poisson: -90.4978 valid_0's l2: 2051.33
[43] valid_0's poisson: -90.5643 valid_0's l2: 2046.01
[44] valid_0's poisson: -90.6341 valid_0's l2: 2040.76
[45] valid_0's poisson: -90.6996 valid_0's l2: 2035.51
[46] valid_0's poisson: -90.7685 valid_0's l2: 2030.32
[47] valid_0's poisson: -90.8329 valid_0's l2: 2025.13
[48] valid_0's poisson: -90.8968 valid_0's l2: 2020.18
[49] valid_0's poisson: -90.9603 valid_0's l2: 2015.05
[50] valid_0's poisson: -91.0231 valid_0's l2: 2009.96
[51] valid_0's poisson: -91.0901 valid_0's l2: 2004.9
[52] valid_0's poisson: -91.152 valid_0's l2: 1999.87
[53] valid_0's poisson: -91.2139 valid_0's l2: 1995.05
[54] valid_0's poisson: -91.2748 valid_0's l2: 1990.08
[55] valid_0's poisson: -91.3351 valid_0's l2: 1985.15
[56] valid_0's poisson: -91.4004 valid_0's l2: 1980.21
[57] valid_0's poisson: -91.4598 valid_0's l2: 1975.34
[58] valid_0's poisson: -91.5199 valid_0's l2: 1970.64
[59] valid_0's poisson: -91.5784 valid_0's l2: 1965.82
[60] valid_0's poisson: -91.6346 valid_0's l2: 1961.2
[61] valid_0's poisson: -91.6982 valid_0's l2: 1956.38
[62] valid_0's poisson: -91.7554 valid_0's l2: 1951.65
[63] valid_0's poisson: -91.8137 valid_0's l2: 1947.07
[64] valid_0's poisson: -91.8684 valid_0's l2: 1942.56
[65] valid_0's poisson: -91.9225 valid_0's l2: 1938.07
[66] valid_0's poisson: -91.9845 valid_0's l2: 1933.37
[67] valid_0's poisson: -92.0395 valid_0's l2: 1928.78
[68] valid_0's poisson: -92.0962 valid_0's l2: 1924.32
[69] valid_0's poisson: -92.1489 valid_0's l2: 1919.94
[70] valid_0's poisson: -92.2026 valid_0's l2: 1915.44
[71] valid_0's poisson: -92.263 valid_0's l2: 1910.85
[72] valid_0's poisson: -92.3145 valid_0's l2: 1906.55
[73] valid_0's poisson: -92.3742 valid_0's l2: 1902.01
[74] valid_0's poisson: -92.4264 valid_0's l2: 1897.62
[75] valid_0's poisson: -92.481 valid_0's l2: 1893.3
[76] valid_0's poisson: -92.5285 valid_0's l2: 1889.14
[77] valid_0's poisson: -92.5825 valid_0's l2: 1884.86
[78] valid_0's poisson: -92.6294 valid_0's l2: 1880.75
[79] valid_0's poisson: -92.6874 valid_0's l2: 1876.34
[80] valid_0's poisson: -92.7376 valid_0's l2: 1872.08
[81] valid_0's poisson: -92.7904 valid_0's l2: 1867.88
[82] valid_0's poisson: -92.8361 valid_0's l2: 1863.85
[83] valid_0's poisson: -92.893 valid_0's l2: 1859.52
[84] valid_0's poisson: -92.9419 valid_0's l2: 1855.36
[85] valid_0's poisson: -92.9936 valid_0's l2: 1851.24
[86] valid_0's poisson: -93.0382 valid_0's l2: 1847.29
[87] valid_0's poisson: -93.0939 valid_0's l2: 1843.05
[88] valid_0's poisson: -93.1416 valid_0's l2: 1838.98
[89] valid_0's poisson: -93.1921 valid_0's l2: 1834.94
[90] valid_0's poisson: -93.2356 valid_0's l2: 1831.06
[91] valid_0's poisson: -93.2903 valid_0's l2: 1826.9
[92] valid_0's poisson: -93.3332 valid_0's l2: 1823.07
[93] valid_0's poisson: -93.3828 valid_0's l2: 1819.1
[94] valid_0's poisson: -93.426 valid_0's l2: 1815.2
[95] valid_0's poisson: -93.475 valid_0's l2: 1811.26
[96] valid_0's poisson: -93.5231 valid_0's l2: 1807.31
[97] valid_0's poisson: -93.5647 valid_0's l2: 1803.57
[98] valid_0's poisson: -93.613 valid_0's l2: 1799.69
[99] valid_0's poisson: -93.6549 valid_0's l2: 1795.88
[100] valid_0's poisson: -93.7075 valid_0's l2: 1791.88
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -89.8713 valid_0's l2: 2094.71
[2] valid_0's poisson: -92.0507 valid_0's l2: 1912.15
[3] valid_0's poisson: -93.8403 valid_0's l2: 1752.84
[4] valid_0's poisson: -95.3735 valid_0's l2: 1610.17
[5] valid_0's poisson: -96.7152 valid_0's l2: 1482.33
[6] valid_0's poisson: -97.8684 valid_0's l2: 1369.4
[7] valid_0's poisson: -98.8861 valid_0's l2: 1267.14
[8] valid_0's poisson: -99.7927 valid_0's l2: 1176.24
[9] valid_0's poisson: -100.577 valid_0's l2: 1097.23
[10] valid_0's poisson: -101.273 valid_0's l2: 1027.97
[11] valid_0's poisson: -101.9 valid_0's l2: 965.318
[12] valid_0's poisson: -102.489 valid_0's l2: 907.655
[13] valid_0's poisson: -102.998 valid_0's l2: 857.427
[14] valid_0's poisson: -103.465 valid_0's l2: 812.9
[15] valid_0's poisson: -103.886 valid_0's l2: 772.259
[16] valid_0's poisson: -104.278 valid_0's l2: 734.875
[17] valid_0's poisson: -104.627 valid_0's l2: 700.491
[18] valid_0's poisson: -104.954 valid_0's l2: 670.079
[19] valid_0's poisson: -105.249 valid_0's l2: 643.66
[20] valid_0's poisson: -105.517 valid_0's l2: 619.122
[21] valid_0's poisson: -105.772 valid_0's l2: 597.114
[22] valid_0's poisson: -106.012 valid_0's l2: 576.879
[23] valid_0's poisson: -106.229 valid_0's l2: 557.848
[24] valid_0's poisson: -106.418 valid_0's l2: 541.399
[25] valid_0's poisson: -106.599 valid_0's l2: 525.965
[26] valid_0's poisson: -106.773 valid_0's l2: 511.896
[27] valid_0's poisson: -106.948 valid_0's l2: 498.536
[28] valid_0's poisson: -107.096 valid_0's l2: 486.81
[29] valid_0's poisson: -107.245 valid_0's l2: 475.695
[30] valid_0's poisson: -107.367 valid_0's l2: 465.343
[31] valid_0's poisson: -107.495 valid_0's l2: 456.182
[32] valid_0's poisson: -107.606 valid_0's l2: 447.785
[33] valid_0's poisson: -107.714 valid_0's l2: 438.512
[34] valid_0's poisson: -107.808 valid_0's l2: 430.08
[35] valid_0's poisson: -107.905 valid_0's l2: 423.361
[36] valid_0's poisson: -107.996 valid_0's l2: 417.018
[37] valid_0's poisson: -108.072 valid_0's l2: 410.005
[38] valid_0's poisson: -108.15 valid_0's l2: 405.63
[39] valid_0's poisson: -108.214 valid_0's l2: 400.115
[40] valid_0's poisson: -108.284 valid_0's l2: 394.937
[41] valid_0's poisson: -108.34 valid_0's l2: 389.904
[42] valid_0's poisson: -108.4 valid_0's l2: 385.869
[43] valid_0's poisson: -108.457 valid_0's l2: 381.277
[44] valid_0's poisson: -108.505 valid_0's l2: 377.246
[45] valid_0's poisson: -108.551 valid_0's l2: 373.526
[46] valid_0's poisson: -108.591 valid_0's l2: 370.21
[47] valid_0's poisson: -108.63 valid_0's l2: 367.233
[48] valid_0's poisson: -108.675 valid_0's l2: 363.283
[49] valid_0's poisson: -108.709 valid_0's l2: 361.016
[50] valid_0's poisson: -108.75 valid_0's l2: 358.559
[51] valid_0's poisson: -108.781 valid_0's l2: 355.645
[52] valid_0's poisson: -108.811 valid_0's l2: 352.807
[53] valid_0's poisson: -108.839 valid_0's l2: 351.086
[54] valid_0's poisson: -108.868 valid_0's l2: 349.305
[55] valid_0's poisson: -108.847 valid_0's l2: 347.584
[56] valid_0's poisson: -108.865 valid_0's l2: 345.978
[57] valid_0's poisson: -108.892 valid_0's l2: 344.186
[58] valid_0's poisson: -108.91 valid_0's l2: 342.505
[59] valid_0's poisson: -108.928 valid_0's l2: 341.117
[60] valid_0's poisson: -108.944 valid_0's l2: 339.436
[61] valid_0's poisson: -108.954 valid_0's l2: 338.259
[62] valid_0's poisson: -108.967 valid_0's l2: 337.192
[63] valid_0's poisson: -108.978 valid_0's l2: 336.066
[64] valid_0's poisson: -108.994 valid_0's l2: 334.16
[65] valid_0's poisson: -108.993 valid_0's l2: 333.158
[66] valid_0's poisson: -109.002 valid_0's l2: 332.463
[67] valid_0's poisson: -109.013 valid_0's l2: 331.33
[68] valid_0's poisson: -109.022 valid_0's l2: 330.269
[69] valid_0's poisson: -109.031 valid_0's l2: 329.465
[70] valid_0's poisson: -109.046 valid_0's l2: 328.164
[71] valid_0's poisson: -109.049 valid_0's l2: 327.459
[72] valid_0's poisson: -109.044 valid_0's l2: 326.862
[73] valid_0's poisson: -109.051 valid_0's l2: 325.938
[74] valid_0's poisson: -109.058 valid_0's l2: 324.582
[75] valid_0's poisson: -109.065 valid_0's l2: 323.782
[76] valid_0's poisson: -109.059 valid_0's l2: 323.051
[77] valid_0's poisson: -109.04 valid_0's l2: 322.68
[78] valid_0's poisson: -109.039 valid_0's l2: 322.151
[79] valid_0's poisson: -109.042 valid_0's l2: 321.52
[80] valid_0's poisson: -109.047 valid_0's l2: 320.866
[81] valid_0's poisson: -109.039 valid_0's l2: 320.483
[82] valid_0's poisson: -109.022 valid_0's l2: 319.951
[83] valid_0's poisson: -109.026 valid_0's l2: 319.679
[84] valid_0's poisson: -109.021 valid_0's l2: 318.065
[85] valid_0's poisson: -109.014 valid_0's l2: 317.727
[86] valid_0's poisson: -108.99 valid_0's l2: 317.235
[87] valid_0's poisson: -108.981 valid_0's l2: 316.91
[88] valid_0's poisson: -108.98 valid_0's l2: 315.711
[89] valid_0's poisson: -108.982 valid_0's l2: 315.041
[90] valid_0's poisson: -108.98 valid_0's l2: 313.811
[91] valid_0's poisson: -108.979 valid_0's l2: 312.982
[92] valid_0's poisson: -108.985 valid_0's l2: 312.283
[93] valid_0's poisson: -108.987 valid_0's l2: 311.963
[94] valid_0's poisson: -108.987 valid_0's l2: 311.462
[95] valid_0's poisson: -108.932 valid_0's l2: 310.931
[96] valid_0's poisson: -108.935 valid_0's l2: 310.622
[97] valid_0's poisson: -108.936 valid_0's l2: 310.24
[98] valid_0's poisson: -108.994 valid_0's l2: 309.667
[99] valid_0's poisson: -108.944 valid_0's l2: 308.785
[100] valid_0's poisson: -108.987 valid_0's l2: 307.256
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -89.8695 valid_0's l2: 2093.82
[2] valid_0's poisson: -92.0869 valid_0's l2: 1907.99
[3] valid_0's poisson: -93.911 valid_0's l2: 1743.34
[4] valid_0's poisson: -95.3935 valid_0's l2: 1604.42
[5] valid_0's poisson: -96.7206 valid_0's l2: 1475.92
[6] valid_0's poisson: -97.8975 valid_0's l2: 1360.65
[7] valid_0's poisson: -98.8949 valid_0's l2: 1260.8
[8] valid_0's poisson: -99.7685 valid_0's l2: 1174.13
[9] valid_0's poisson: -100.583 valid_0's l2: 1092.3
[10] valid_0's poisson: -101.278 valid_0's l2: 1023.5
[11] valid_0's poisson: -101.904 valid_0's l2: 960.349
[12] valid_0's poisson: -102.468 valid_0's l2: 903.268
[13] valid_0's poisson: -102.982 valid_0's l2: 851.925
[14] valid_0's poisson: -103.448 valid_0's l2: 807.117
[15] valid_0's poisson: -103.872 valid_0's l2: 765.602
[16] valid_0's poisson: -104.252 valid_0's l2: 728.95
[17] valid_0's poisson: -104.614 valid_0's l2: 697.062
[18] valid_0's poisson: -104.932 valid_0's l2: 666.511
[19] valid_0's poisson: -105.221 valid_0's l2: 640.435
[20] valid_0's poisson: -105.488 valid_0's l2: 616.266
[21] valid_0's poisson: -105.747 valid_0's l2: 594.732
[22] valid_0's poisson: -105.983 valid_0's l2: 575.703
[23] valid_0's poisson: -106.198 valid_0's l2: 557.547
[24] valid_0's poisson: -106.388 valid_0's l2: 541.531
[25] valid_0's poisson: -106.577 valid_0's l2: 527.116
[26] valid_0's poisson: -106.744 valid_0's l2: 512.802
[27] valid_0's poisson: -106.92 valid_0's l2: 500.178
[28] valid_0's poisson: -107.084 valid_0's l2: 488.715
[29] valid_0's poisson: -107.221 valid_0's l2: 477.787
[30] valid_0's poisson: -107.36 valid_0's l2: 468.622
[31] valid_0's poisson: -107.468 valid_0's l2: 459.846
[32] valid_0's poisson: -107.58 valid_0's l2: 451.502
[33] valid_0's poisson: -107.686 valid_0's l2: 443.826
[34] valid_0's poisson: -107.767 valid_0's l2: 436.966
[35] valid_0's poisson: -107.865 valid_0's l2: 430.423
[36] valid_0's poisson: -107.953 valid_0's l2: 423.947
[37] valid_0's poisson: -108.038 valid_0's l2: 418.227
[38] valid_0's poisson: -108.119 valid_0's l2: 412.898
[39] valid_0's poisson: -108.186 valid_0's l2: 407.559
[40] valid_0's poisson: -108.254 valid_0's l2: 402.953
[41] valid_0's poisson: -108.313 valid_0's l2: 398.113
[42] valid_0's poisson: -108.372 valid_0's l2: 393.649
[43] valid_0's poisson: -108.426 valid_0's l2: 389.209
[44] valid_0's poisson: -108.476 valid_0's l2: 385.808
[45] valid_0's poisson: -108.52 valid_0's l2: 382.088
[46] valid_0's poisson: -108.563 valid_0's l2: 379.315
[47] valid_0's poisson: -108.607 valid_0's l2: 375.727
[48] valid_0's poisson: -108.654 valid_0's l2: 372.102
[49] valid_0's poisson: -108.685 valid_0's l2: 369.358
[50] valid_0's poisson: -108.729 valid_0's l2: 366.714
[51] valid_0's poisson: -108.755 valid_0's l2: 364.678
[52] valid_0's poisson: -108.789 valid_0's l2: 362.641
[53] valid_0's poisson: -108.81 valid_0's l2: 360.935
[54] valid_0's poisson: -108.838 valid_0's l2: 359.08
[55] valid_0's poisson: -108.863 valid_0's l2: 357.491
[56] valid_0's poisson: -108.889 valid_0's l2: 355.615
[57] valid_0's poisson: -108.901 valid_0's l2: 353.45
[58] valid_0's poisson: -108.924 valid_0's l2: 350.898
[59] valid_0's poisson: -108.944 valid_0's l2: 349.402
[60] valid_0's poisson: -108.957 valid_0's l2: 348.414
[61] valid_0's poisson: -108.971 valid_0's l2: 346.647
[62] valid_0's poisson: -108.96 valid_0's l2: 345.847
[63] valid_0's poisson: -108.977 valid_0's l2: 344.771
[64] valid_0's poisson: -108.988 valid_0's l2: 343.646
[65] valid_0's poisson: -108.995 valid_0's l2: 342.79
[66] valid_0's poisson: -109.008 valid_0's l2: 341.745
[67] valid_0's poisson: -109.015 valid_0's l2: 340.461
[68] valid_0's poisson: -109.016 valid_0's l2: 339.67
[69] valid_0's poisson: -109.018 valid_0's l2: 338.657
[70] valid_0's poisson: -109.032 valid_0's l2: 337.445
[71] valid_0's poisson: -109.002 valid_0's l2: 336.719
[72] valid_0's poisson: -109.004 valid_0's l2: 335.999
[73] valid_0's poisson: -109.017 valid_0's l2: 334.985
[74] valid_0's poisson: -109.021 valid_0's l2: 334.485
[75] valid_0's poisson: -109.026 valid_0's l2: 333.888
[76] valid_0's poisson: -109.033 valid_0's l2: 333.005
[77] valid_0's poisson: -109.034 valid_0's l2: 332.423
[78] valid_0's poisson: -109.038 valid_0's l2: 331.566
[79] valid_0's poisson: -109.041 valid_0's l2: 330.828
[80] valid_0's poisson: -109.048 valid_0's l2: 329.872
[81] valid_0's poisson: -108.992 valid_0's l2: 329.472
[82] valid_0's poisson: -109.021 valid_0's l2: 328.105
[83] valid_0's poisson: -108.984 valid_0's l2: 327.121
[84] valid_0's poisson: -108.982 valid_0's l2: 326.528
[85] valid_0's poisson: -108.969 valid_0's l2: 325.978
[86] valid_0's poisson: -108.997 valid_0's l2: 325.9
[87] valid_0's poisson: -108.955 valid_0's l2: 325.234
[88] valid_0's poisson: -108.963 valid_0's l2: 324.004
[89] valid_0's poisson: -108.971 valid_0's l2: 323.709
[90] valid_0's poisson: -108.963 valid_0's l2: 323.047
[91] valid_0's poisson: -108.967 valid_0's l2: 322.761
[92] valid_0's poisson: -108.968 valid_0's l2: 322.55
[93] valid_0's poisson: -108.956 valid_0's l2: 321.991
[94] valid_0's poisson: -108.96 valid_0's l2: 321.191
[95] valid_0's poisson: -108.884 valid_0's l2: 321.049
[96] valid_0's poisson: -108.879 valid_0's l2: 320.385
[97] valid_0's poisson: -108.874 valid_0's l2: 320.183
[98] valid_0's poisson: -108.908 valid_0's l2: 320.048
[99] valid_0's poisson: -108.895 valid_0's l2: 319.456
[100] valid_0's poisson: -108.907 valid_0's l2: 318.77
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -89.8996 valid_0's l2: 2091.49
[2] valid_0's poisson: -92.0695 valid_0's l2: 1908.97
[3] valid_0's poisson: -93.9168 valid_0's l2: 1742.91
[4] valid_0's poisson: -95.465 valid_0's l2: 1597.23
[5] valid_0's poisson: -96.7877 valid_0's l2: 1469.17
[6] valid_0's poisson: -97.9414 valid_0's l2: 1354.89
[7] valid_0's poisson: -98.9583 valid_0's l2: 1252.92
[8] valid_0's poisson: -99.8611 valid_0's l2: 1161.51
[9] valid_0's poisson: -100.641 valid_0's l2: 1081.71
[10] valid_0's poisson: -101.336 valid_0's l2: 1012.34
[11] valid_0's poisson: -101.972 valid_0's l2: 949.982
[12] valid_0's poisson: -102.534 valid_0's l2: 894.471
[13] valid_0's poisson: -103.056 valid_0's l2: 842.67
[14] valid_0's poisson: -103.525 valid_0's l2: 796.907
[15] valid_0's poisson: -103.949 valid_0's l2: 754.745
[16] valid_0's poisson: -104.341 valid_0's l2: 717.614
[17] valid_0's poisson: -104.703 valid_0's l2: 684.197
[18] valid_0's poisson: -105.026 valid_0's l2: 654.069
[19] valid_0's poisson: -105.309 valid_0's l2: 628.365
[20] valid_0's poisson: -105.565 valid_0's l2: 604.735
[21] valid_0's poisson: -105.813 valid_0's l2: 582.68
[22] valid_0's poisson: -106.05 valid_0's l2: 562.96
[23] valid_0's poisson: -106.264 valid_0's l2: 545.984
[24] valid_0's poisson: -106.47 valid_0's l2: 529.22
[25] valid_0's poisson: -106.662 valid_0's l2: 513.512
[26] valid_0's poisson: -106.831 valid_0's l2: 500.015
[27] valid_0's poisson: -106.998 valid_0's l2: 487.138
[28] valid_0's poisson: -107.151 valid_0's l2: 476.225
[29] valid_0's poisson: -107.283 valid_0's l2: 465.929
[30] valid_0's poisson: -107.419 valid_0's l2: 456.092
[31] valid_0's poisson: -107.533 valid_0's l2: 447.599
[32] valid_0's poisson: -107.639 valid_0's l2: 439.36
[33] valid_0's poisson: -107.741 valid_0's l2: 432.44
[34] valid_0's poisson: -107.824 valid_0's l2: 426.417
[35] valid_0's poisson: -107.916 valid_0's l2: 420.367
[36] valid_0's poisson: -107.987 valid_0's l2: 415.095
[37] valid_0's poisson: -108.074 valid_0's l2: 409.875
[38] valid_0's poisson: -108.139 valid_0's l2: 405.332
[39] valid_0's poisson: -108.21 valid_0's l2: 401.539
[40] valid_0's poisson: -108.279 valid_0's l2: 397.498
[41] valid_0's poisson: -108.34 valid_0's l2: 394.145
[42] valid_0's poisson: -108.406 valid_0's l2: 388.622
[43] valid_0's poisson: -108.456 valid_0's l2: 385.309
[44] valid_0's poisson: -108.515 valid_0's l2: 380.537
[45] valid_0's poisson: -108.559 valid_0's l2: 377.45
[46] valid_0's poisson: -108.608 valid_0's l2: 373.324
[47] valid_0's poisson: -108.644 valid_0's l2: 370.102
[48] valid_0's poisson: -108.681 valid_0's l2: 367.261
[49] valid_0's poisson: -108.721 valid_0's l2: 364.307
[50] valid_0's poisson: -108.751 valid_0's l2: 362.327
[51] valid_0's poisson: -108.782 valid_0's l2: 360.265
[52] valid_0's poisson: -108.807 valid_0's l2: 357.779
[53] valid_0's poisson: -108.833 valid_0's l2: 355.714
[54] valid_0's poisson: -108.826 valid_0's l2: 353.73
[55] valid_0's poisson: -108.848 valid_0's l2: 351.981
[56] valid_0's poisson: -108.872 valid_0's l2: 350.55
[57] valid_0's poisson: -108.896 valid_0's l2: 348.733
[58] valid_0's poisson: -108.916 valid_0's l2: 347.197
[59] valid_0's poisson: -108.928 valid_0's l2: 345.556
[60] valid_0's poisson: -108.936 valid_0's l2: 344.58
[61] valid_0's poisson: -108.95 valid_0's l2: 343.741
[62] valid_0's poisson: -108.96 valid_0's l2: 342.972
[63] valid_0's poisson: -108.968 valid_0's l2: 341.648
[64] valid_0's poisson: -108.977 valid_0's l2: 340.585
[65] valid_0's poisson: -108.992 valid_0's l2: 338.551
[66] valid_0's poisson: -109.002 valid_0's l2: 337.666
[67] valid_0's poisson: -109.004 valid_0's l2: 336.903
[68] valid_0's poisson: -109.012 valid_0's l2: 335.844
[69] valid_0's poisson: -109.02 valid_0's l2: 334.939
[70] valid_0's poisson: -109.024 valid_0's l2: 334.011
[71] valid_0's poisson: -109.034 valid_0's l2: 333.219
[72] valid_0's poisson: -109.029 valid_0's l2: 332.654
[73] valid_0's poisson: -109.039 valid_0's l2: 331.887
[74] valid_0's poisson: -109.028 valid_0's l2: 331.311
[75] valid_0's poisson: -109.014 valid_0's l2: 331.052
[76] valid_0's poisson: -109.017 valid_0's l2: 329.686
[77] valid_0's poisson: -109.02 valid_0's l2: 329.461
[78] valid_0's poisson: -109.025 valid_0's l2: 328.416
[79] valid_0's poisson: -109.025 valid_0's l2: 327.686
[80] valid_0's poisson: -109.021 valid_0's l2: 327.086
[81] valid_0's poisson: -109.024 valid_0's l2: 326.639
[82] valid_0's poisson: -109.032 valid_0's l2: 326.065
[83] valid_0's poisson: -109.01 valid_0's l2: 325.306
[84] valid_0's poisson: -109.016 valid_0's l2: 324.181
[85] valid_0's poisson: -109.039 valid_0's l2: 323.459
[86] valid_0's poisson: -109.026 valid_0's l2: 322.864
[87] valid_0's poisson: -108.998 valid_0's l2: 321.992
[88] valid_0's poisson: -108.941 valid_0's l2: 321.188
[89] valid_0's poisson: -108.944 valid_0's l2: 320.564
[90] valid_0's poisson: -108.95 valid_0's l2: 319.802
[91] valid_0's poisson: -108.936 valid_0's l2: 319.152
[92] valid_0's poisson: -108.94 valid_0's l2: 318.334
[93] valid_0's poisson: -108.924 valid_0's l2: 318.027
[94] valid_0's poisson: -108.926 valid_0's l2: 317.409
[95] valid_0's poisson: -108.926 valid_0's l2: 317.266
[96] valid_0's poisson: -108.913 valid_0's l2: 316.467
[97] valid_0's poisson: -108.896 valid_0's l2: 316.212
[98] valid_0's poisson: -108.899 valid_0's l2: 315.518
[99] valid_0's poisson: -108.903 valid_0's l2: 314.592
[100] valid_0's poisson: -108.856 valid_0's l2: 314.306
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -89.9242 valid_0's l2: 2090.34
[2] valid_0's poisson: -92.113 valid_0's l2: 1906.87
[3] valid_0's poisson: -93.9469 valid_0's l2: 1742.27
[4] valid_0's poisson: -95.4967 valid_0's l2: 1596.24
[5] valid_0's poisson: -96.817 valid_0's l2: 1467.67
[6] valid_0's poisson: -97.9349 valid_0's l2: 1356.82
[7] valid_0's poisson: -98.9626 valid_0's l2: 1254.59
[8] valid_0's poisson: -99.8419 valid_0's l2: 1166.14
[9] valid_0's poisson: -100.623 valid_0's l2: 1087.97
[10] valid_0's poisson: -101.318 valid_0's l2: 1017.68
[11] valid_0's poisson: -101.957 valid_0's l2: 954.86
[12] valid_0's poisson: -102.526 valid_0's l2: 897.794
[13] valid_0's poisson: -103.037 valid_0's l2: 846.9
[14] valid_0's poisson: -103.505 valid_0's l2: 801.105
[15] valid_0's poisson: -103.928 valid_0's l2: 760.027
[16] valid_0's poisson: -104.312 valid_0's l2: 723.139
[17] valid_0's poisson: -104.662 valid_0's l2: 689.764
[18] valid_0's poisson: -104.977 valid_0's l2: 661.175
[19] valid_0's poisson: -105.263 valid_0's l2: 635.704
[20] valid_0's poisson: -105.527 valid_0's l2: 612.164
[21] valid_0's poisson: -105.799 valid_0's l2: 590.238
[22] valid_0's poisson: -106.041 valid_0's l2: 568.882
[23] valid_0's poisson: -106.267 valid_0's l2: 551.387
[24] valid_0's poisson: -106.467 valid_0's l2: 535.946
[25] valid_0's poisson: -106.668 valid_0's l2: 519.251
[26] valid_0's poisson: -106.837 valid_0's l2: 505.096
[27] valid_0's poisson: -106.988 valid_0's l2: 493.787
[28] valid_0's poisson: -107.149 valid_0's l2: 482.85
[29] valid_0's poisson: -107.281 valid_0's l2: 471.886
[30] valid_0's poisson: -107.4 valid_0's l2: 461.736
[31] valid_0's poisson: -107.524 valid_0's l2: 452.784
[32] valid_0's poisson: -107.631 valid_0's l2: 443.794
[33] valid_0's poisson: -107.747 valid_0's l2: 436.003
[34] valid_0's poisson: -107.837 valid_0's l2: 429.111
[35] valid_0's poisson: -107.927 valid_0's l2: 423.307
[36] valid_0's poisson: -108.016 valid_0's l2: 417.26
[37] valid_0's poisson: -108.091 valid_0's l2: 411.479
[38] valid_0's poisson: -108.166 valid_0's l2: 406.341
[39] valid_0's poisson: -108.223 valid_0's l2: 401.924
[40] valid_0's poisson: -108.285 valid_0's l2: 398.186
[41] valid_0's poisson: -108.347 valid_0's l2: 393.426
[42] valid_0's poisson: -108.403 valid_0's l2: 388.868
[43] valid_0's poisson: -108.444 valid_0's l2: 385.261
[44] valid_0's poisson: -108.496 valid_0's l2: 382.261
[45] valid_0's poisson: -108.547 valid_0's l2: 379.042
[46] valid_0's poisson: -108.588 valid_0's l2: 375.611
[47] valid_0's poisson: -108.626 valid_0's l2: 373.456
[48] valid_0's poisson: -108.657 valid_0's l2: 370.716
[49] valid_0's poisson: -108.698 valid_0's l2: 366.783
[50] valid_0's poisson: -108.726 valid_0's l2: 364.337
[51] valid_0's poisson: -108.758 valid_0's l2: 360.861
[52] valid_0's poisson: -108.805 valid_0's l2: 357.192
[53] valid_0's poisson: -108.838 valid_0's l2: 354.061
[54] valid_0's poisson: -108.871 valid_0's l2: 352.243
[55] valid_0's poisson: -108.896 valid_0's l2: 349.315
[56] valid_0's poisson: -108.914 valid_0's l2: 347.729
[57] valid_0's poisson: -108.931 valid_0's l2: 346.02
[58] valid_0's poisson: -108.939 valid_0's l2: 344.074
[59] valid_0's poisson: -108.947 valid_0's l2: 342.3
[60] valid_0's poisson: -108.956 valid_0's l2: 340.828
[61] valid_0's poisson: -108.965 valid_0's l2: 339.577
[62] valid_0's poisson: -108.977 valid_0's l2: 338.125
[63] valid_0's poisson: -108.975 valid_0's l2: 337.246
[64] valid_0's poisson: -108.975 valid_0's l2: 335.484
[65] valid_0's poisson: -108.99 valid_0's l2: 334.296
[66] valid_0's poisson: -109.003 valid_0's l2: 333.326
[67] valid_0's poisson: -108.994 valid_0's l2: 331.956
[68] valid_0's poisson: -109.009 valid_0's l2: 330.851
[69] valid_0's poisson: -109.018 valid_0's l2: 329.586
[70] valid_0's poisson: -109.028 valid_0's l2: 328.72
[71] valid_0's poisson: -109.022 valid_0's l2: 327.828
[72] valid_0's poisson: -109.03 valid_0's l2: 327.136
[73] valid_0's poisson: -109.014 valid_0's l2: 326.268
[74] valid_0's poisson: -109.023 valid_0's l2: 325.499
[75] valid_0's poisson: -109.026 valid_0's l2: 324.798
[76] valid_0's poisson: -108.999 valid_0's l2: 324.172
[77] valid_0's poisson: -108.997 valid_0's l2: 323.093
[78] valid_0's poisson: -109.005 valid_0's l2: 322.16
[79] valid_0's poisson: -109.006 valid_0's l2: 321.91
[80] valid_0's poisson: -108.994 valid_0's l2: 321.181
[81] valid_0's poisson: -108.996 valid_0's l2: 320.743
[82] valid_0's poisson: -108.978 valid_0's l2: 319.968
[83] valid_0's poisson: -108.953 valid_0's l2: 319.603
[84] valid_0's poisson: -108.954 valid_0's l2: 319.514
[85] valid_0's poisson: -108.903 valid_0's l2: 318.75
[86] valid_0's poisson: -108.903 valid_0's l2: 318.245
[87] valid_0's poisson: -108.897 valid_0's l2: 317.983
[88] valid_0's poisson: -108.879 valid_0's l2: 317.071
[89] valid_0's poisson: -108.847 valid_0's l2: 316.859
[90] valid_0's poisson: -108.886 valid_0's l2: 316.298
[91] valid_0's poisson: -108.888 valid_0's l2: 315.668
[92] valid_0's poisson: -108.85 valid_0's l2: 315.653
[93] valid_0's poisson: -108.846 valid_0's l2: 315.463
[94] valid_0's poisson: -108.884 valid_0's l2: 315.007
[95] valid_0's poisson: -108.888 valid_0's l2: 313.673
[96] valid_0's poisson: -108.894 valid_0's l2: 313.502
[97] valid_0's poisson: -108.866 valid_0's l2: 312.961
[98] valid_0's poisson: -108.868 valid_0's l2: 312.5
[99] valid_0's poisson: -108.905 valid_0's l2: 311.962
[100] valid_0's poisson: -108.909 valid_0's l2: 311.711
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -89.8768 valid_0's l2: 2092.8
[2] valid_0's poisson: -92.0424 valid_0's l2: 1910.34
[3] valid_0's poisson: -93.8498 valid_0's l2: 1748.53
[4] valid_0's poisson: -95.3799 valid_0's l2: 1605.58
[5] valid_0's poisson: -96.7289 valid_0's l2: 1475.07
[6] valid_0's poisson: -97.8979 valid_0's l2: 1359.19
[7] valid_0's poisson: -98.9229 valid_0's l2: 1256.86
[8] valid_0's poisson: -99.7979 valid_0's l2: 1167.99
[9] valid_0's poisson: -100.582 valid_0's l2: 1088.46
[10] valid_0's poisson: -101.281 valid_0's l2: 1018.07
[11] valid_0's poisson: -101.898 valid_0's l2: 956.361
[12] valid_0's poisson: -102.488 valid_0's l2: 898.246
[13] valid_0's poisson: -103.013 valid_0's l2: 846.226
[14] valid_0's poisson: -103.481 valid_0's l2: 799.746
[15] valid_0's poisson: -103.907 valid_0's l2: 758.394
[16] valid_0's poisson: -104.296 valid_0's l2: 720.773
[17] valid_0's poisson: -104.646 valid_0's l2: 688.552
[18] valid_0's poisson: -104.949 valid_0's l2: 660.174
[19] valid_0's poisson: -105.254 valid_0's l2: 632.451
[20] valid_0's poisson: -105.52 valid_0's l2: 609.052
[21] valid_0's poisson: -105.788 valid_0's l2: 585.606
[22] valid_0's poisson: -106.025 valid_0's l2: 566.852
[23] valid_0's poisson: -106.246 valid_0's l2: 548.585
[24] valid_0's poisson: -106.443 valid_0's l2: 532.329
[25] valid_0's poisson: -106.624 valid_0's l2: 517.577
[26] valid_0's poisson: -106.787 valid_0's l2: 503.944
[27] valid_0's poisson: -106.953 valid_0's l2: 490.763
[28] valid_0's poisson: -107.113 valid_0's l2: 479.039
[29] valid_0's poisson: -107.254 valid_0's l2: 468.377
[30] valid_0's poisson: -107.378 valid_0's l2: 458.849
[31] valid_0's poisson: -107.491 valid_0's l2: 450.429
[32] valid_0's poisson: -107.594 valid_0's l2: 442.366
[33] valid_0's poisson: -107.704 valid_0's l2: 434.608
[34] valid_0's poisson: -107.803 valid_0's l2: 427.265
[35] valid_0's poisson: -107.904 valid_0's l2: 420.866
[36] valid_0's poisson: -107.978 valid_0's l2: 414.824
[37] valid_0's poisson: -108.062 valid_0's l2: 409.659
[38] valid_0's poisson: -108.13 valid_0's l2: 404.111
[39] valid_0's poisson: -108.189 valid_0's l2: 400.261
[40] valid_0's poisson: -108.258 valid_0's l2: 395.939
[41] valid_0's poisson: -108.322 valid_0's l2: 392.256
[42] valid_0's poisson: -108.377 valid_0's l2: 388.082
[43] valid_0's poisson: -108.424 valid_0's l2: 384.549
[44] valid_0's poisson: -108.479 valid_0's l2: 381.237
[45] valid_0's poisson: -108.524 valid_0's l2: 378.737
[46] valid_0's poisson: -108.564 valid_0's l2: 375.329
[47] valid_0's poisson: -108.601 valid_0's l2: 372.423
[48] valid_0's poisson: -108.646 valid_0's l2: 369.558
[49] valid_0's poisson: -108.686 valid_0's l2: 366.536
[50] valid_0's poisson: -108.723 valid_0's l2: 364.737
[51] valid_0's poisson: -108.738 valid_0's l2: 362.342
[52] valid_0's poisson: -108.767 valid_0's l2: 360.409
[53] valid_0's poisson: -108.802 valid_0's l2: 358.183
[54] valid_0's poisson: -108.83 valid_0's l2: 356.632
[55] valid_0's poisson: -108.846 valid_0's l2: 355.192
[56] valid_0's poisson: -108.87 valid_0's l2: 353.038
[57] valid_0's poisson: -108.897 valid_0's l2: 350.912
[58] valid_0's poisson: -108.913 valid_0's l2: 349.831
[59] valid_0's poisson: -108.926 valid_0's l2: 348.665
[60] valid_0's poisson: -108.945 valid_0's l2: 346.785
[61] valid_0's poisson: -108.952 valid_0's l2: 346.036
[62] valid_0's poisson: -108.965 valid_0's l2: 344.759
[63] valid_0's poisson: -108.98 valid_0's l2: 343.708
[64] valid_0's poisson: -108.993 valid_0's l2: 342.1
[65] valid_0's poisson: -109.006 valid_0's l2: 341.135
[66] valid_0's poisson: -109.01 valid_0's l2: 340.264
[67] valid_0's poisson: -109.019 valid_0's l2: 338.98
[68] valid_0's poisson: -109.033 valid_0's l2: 337.696
[69] valid_0's poisson: -109.036 valid_0's l2: 337.066
[70] valid_0's poisson: -109.038 valid_0's l2: 336.124
[71] valid_0's poisson: -109.043 valid_0's l2: 335.542
[72] valid_0's poisson: -109.051 valid_0's l2: 334.906
[73] valid_0's poisson: -108.995 valid_0's l2: 333.57
[74] valid_0's poisson: -108.963 valid_0's l2: 332.9
[75] valid_0's poisson: -109.022 valid_0's l2: 332.512
[76] valid_0's poisson: -109.009 valid_0's l2: 331.759
[77] valid_0's poisson: -109.009 valid_0's l2: 330.987
[78] valid_0's poisson: -109.044 valid_0's l2: 330.385
[79] valid_0's poisson: -109.025 valid_0's l2: 330.179
[80] valid_0's poisson: -108.936 valid_0's l2: 329.689
[81] valid_0's poisson: -108.941 valid_0's l2: 329.584
[82] valid_0's poisson: -108.946 valid_0's l2: 328.997
[83] valid_0's poisson: -108.942 valid_0's l2: 328.651
[84] valid_0's poisson: -108.931 valid_0's l2: 327.811
[85] valid_0's poisson: -108.893 valid_0's l2: 327.133
[86] valid_0's poisson: -108.819 valid_0's l2: 327.017
[87] valid_0's poisson: -108.826 valid_0's l2: 325.949
[88] valid_0's poisson: -108.836 valid_0's l2: 324.264
[89] valid_0's poisson: -108.838 valid_0's l2: 323.862
[90] valid_0's poisson: -108.817 valid_0's l2: 323.335
[91] valid_0's poisson: -108.816 valid_0's l2: 321.993
[92] valid_0's poisson: -108.815 valid_0's l2: 321.496
[93] valid_0's poisson: -108.818 valid_0's l2: 320.978
[94] valid_0's poisson: -108.784 valid_0's l2: 320.236
[95] valid_0's poisson: -108.789 valid_0's l2: 318.942
[96] valid_0's poisson: -108.793 valid_0's l2: 317.976
[97] valid_0's poisson: -108.814 valid_0's l2: 317.472
[98] valid_0's poisson: -108.819 valid_0's l2: 316.815
[99] valid_0's poisson: -108.793 valid_0's l2: 316.372
[100] valid_0's poisson: -108.797 valid_0's l2: 315.855
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5344 valid_0's l2: 2274.34
[2] valid_0's poisson: -87.8825 valid_0's l2: 2249.19
[3] valid_0's poisson: -88.2188 valid_0's l2: 2224.83
[4] valid_0's poisson: -88.5462 valid_0's l2: 2201.04
[5] valid_0's poisson: -88.8624 valid_0's l2: 2178
[6] valid_0's poisson: -89.1667 valid_0's l2: 2155.83
[7] valid_0's poisson: -89.4833 valid_0's l2: 2131.97
[8] valid_0's poisson: -89.771 valid_0's l2: 2110.59
[9] valid_0's poisson: -90.0662 valid_0's l2: 2087.83
[10] valid_0's poisson: -90.3489 valid_0's l2: 2065.75
[11] valid_0's poisson: -90.6251 valid_0's l2: 2045.21
[12] valid_0's poisson: -90.8903 valid_0's l2: 2024.16
[13] valid_0's poisson: -91.1425 valid_0's l2: 2004.87
[14] valid_0's poisson: -91.3913 valid_0's l2: 1984.78
[15] valid_0's poisson: -91.6233 valid_0's l2: 1965.94
[16] valid_0's poisson: -91.871 valid_0's l2: 1947.33
[17] valid_0's poisson: -92.0969 valid_0's l2: 1928.7
[18] valid_0's poisson: -92.3207 valid_0's l2: 1911.25
[19] valid_0's poisson: -92.5283 valid_0's l2: 1894.03
[20] valid_0's poisson: -92.7342 valid_0's l2: 1876.75
[21] valid_0's poisson: -92.917 valid_0's l2: 1860.71
[22] valid_0's poisson: -93.1373 valid_0's l2: 1844.05
[23] valid_0's poisson: -93.3388 valid_0's l2: 1828.11
[24] valid_0's poisson: -93.5094 valid_0's l2: 1812.92
[25] valid_0's poisson: -93.7018 valid_0's l2: 1797.63
[26] valid_0's poisson: -93.8684 valid_0's l2: 1782.56
[27] valid_0's poisson: -94.0693 valid_0's l2: 1767.35
[28] valid_0's poisson: -94.2499 valid_0's l2: 1752.91
[29] valid_0's poisson: -94.4023 valid_0's l2: 1739.09
[30] valid_0's poisson: -94.5532 valid_0's l2: 1725.23
[31] valid_0's poisson: -94.7399 valid_0's l2: 1711.13
[32] valid_0's poisson: -94.9079 valid_0's l2: 1697.62
[33] valid_0's poisson: -95.0495 valid_0's l2: 1684.51
[34] valid_0's poisson: -95.2096 valid_0's l2: 1671.57
[35] valid_0's poisson: -95.3663 valid_0's l2: 1658.58
[36] valid_0's poisson: -95.518 valid_0's l2: 1645.98
[37] valid_0's poisson: -95.671 valid_0's l2: 1633.65
[38] valid_0's poisson: -95.8168 valid_0's l2: 1621.55
[39] valid_0's poisson: -95.9388 valid_0's l2: 1610.15
[40] valid_0's poisson: -96.0835 valid_0's l2: 1598.44
[41] valid_0's poisson: -96.2026 valid_0's l2: 1587.14
[42] valid_0's poisson: -96.3415 valid_0's l2: 1575.9
[43] valid_0's poisson: -96.4563 valid_0's l2: 1565.02
[44] valid_0's poisson: -96.6061 valid_0's l2: 1553.87
[45] valid_0's poisson: -96.7374 valid_0's l2: 1543.25
[46] valid_0's poisson: -96.8645 valid_0's l2: 1532.71
[47] valid_0's poisson: -96.9887 valid_0's l2: 1522.44
[48] valid_0's poisson: -97.1127 valid_0's l2: 1512.57
[49] valid_0's poisson: -97.2128 valid_0's l2: 1503.07
[50] valid_0's poisson: -97.312 valid_0's l2: 1493.54
[51] valid_0's poisson: -97.4302 valid_0's l2: 1484.16
[52] valid_0's poisson: -97.5449 valid_0's l2: 1474.7
[53] valid_0's poisson: -97.6746 valid_0's l2: 1464.86
[54] valid_0's poisson: -97.7655 valid_0's l2: 1456.21
[55] valid_0's poisson: -97.8764 valid_0's l2: 1447.42
[56] valid_0's poisson: -97.9658 valid_0's l2: 1438.82
[57] valid_0's poisson: -98.0894 valid_0's l2: 1429.48
[58] valid_0's poisson: -98.1918 valid_0's l2: 1420.85
[59] valid_0's poisson: -98.2956 valid_0's l2: 1412.66
[60] valid_0's poisson: -98.3955 valid_0's l2: 1404.45
[61] valid_0's poisson: -98.4743 valid_0's l2: 1396.82
[62] valid_0's poisson: -98.5891 valid_0's l2: 1388.18
[63] valid_0's poisson: -98.6689 valid_0's l2: 1380.48
[64] valid_0's poisson: -98.7654 valid_0's l2: 1372.88
[65] valid_0's poisson: -98.8591 valid_0's l2: 1365.26
[66] valid_0's poisson: -98.934 valid_0's l2: 1358
[67] valid_0's poisson: -99.0263 valid_0's l2: 1350.77
[68] valid_0's poisson: -99.1123 valid_0's l2: 1343.68
[69] valid_0's poisson: -99.2174 valid_0's l2: 1335.8
[70] valid_0's poisson: -99.2872 valid_0's l2: 1329.17
[71] valid_0's poisson: -99.3738 valid_0's l2: 1322.4
[72] valid_0's poisson: -99.4567 valid_0's l2: 1315.7
[73] valid_0's poisson: -99.5235 valid_0's l2: 1309.24
[74] valid_0's poisson: -99.6219 valid_0's l2: 1301.92
[75] valid_0's poisson: -99.7164 valid_0's l2: 1294.57
[76] valid_0's poisson: -99.7788 valid_0's l2: 1288.48
[77] valid_0's poisson: -99.8698 valid_0's l2: 1281.36
[78] valid_0's poisson: -99.9633 valid_0's l2: 1274.39
[79] valid_0's poisson: -100.038 valid_0's l2: 1267.64
[80] valid_0's poisson: -100.128 valid_0's l2: 1261.05
[81] valid_0's poisson: -100.186 valid_0's l2: 1255.31
[82] valid_0's poisson: -100.263 valid_0's l2: 1248.84
[83] valid_0's poisson: -100.333 valid_0's l2: 1243.02
[84] valid_0's poisson: -100.395 valid_0's l2: 1237
[85] valid_0's poisson: -100.464 valid_0's l2: 1230.77
[86] valid_0's poisson: -100.548 valid_0's l2: 1224.55
[87] valid_0's poisson: -100.607 valid_0's l2: 1218.79
[88] valid_0's poisson: -100.688 valid_0's l2: 1212.85
[89] valid_0's poisson: -100.758 valid_0's l2: 1207
[90] valid_0's poisson: -100.826 valid_0's l2: 1201.15
[91] valid_0's poisson: -100.89 valid_0's l2: 1195.61
[92] valid_0's poisson: -100.957 valid_0's l2: 1189.98
[93] valid_0's poisson: -101.017 valid_0's l2: 1184.53
[94] valid_0's poisson: -101.077 valid_0's l2: 1179.12
[95] valid_0's poisson: -101.14 valid_0's l2: 1173.78
[96] valid_0's poisson: -101.199 valid_0's l2: 1168.66
[97] valid_0's poisson: -101.256 valid_0's l2: 1163.55
[98] valid_0's poisson: -101.312 valid_0's l2: 1158.43
[99] valid_0's poisson: -101.37 valid_0's l2: 1153.71
[100] valid_0's poisson: -101.425 valid_0's l2: 1148.93
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5433 valid_0's l2: 2273.5
[2] valid_0's poisson: -87.9105 valid_0's l2: 2246.83
[3] valid_0's poisson: -88.2536 valid_0's l2: 2221.32
[4] valid_0's poisson: -88.5967 valid_0's l2: 2196.15
[5] valid_0's poisson: -88.9164 valid_0's l2: 2171.85
[6] valid_0's poisson: -89.2402 valid_0's l2: 2147.91
[7] valid_0's poisson: -89.5389 valid_0's l2: 2124.76
[8] valid_0's poisson: -89.8473 valid_0's l2: 2101.75
[9] valid_0's poisson: -90.1272 valid_0's l2: 2079.7
[10] valid_0's poisson: -90.417 valid_0's l2: 2057.99
[11] valid_0's poisson: -90.6971 valid_0's l2: 2036.99
[12] valid_0's poisson: -90.9539 valid_0's l2: 2016.33
[13] valid_0's poisson: -91.208 valid_0's l2: 1996.74
[14] valid_0's poisson: -91.4491 valid_0's l2: 1977.05
[15] valid_0's poisson: -91.6816 valid_0's l2: 1957.94
[16] valid_0's poisson: -91.9328 valid_0's l2: 1938.93
[17] valid_0's poisson: -92.1514 valid_0's l2: 1920.72
[18] valid_0's poisson: -92.3771 valid_0's l2: 1903.01
[19] valid_0's poisson: -92.584 valid_0's l2: 1885.65
[20] valid_0's poisson: -92.7705 valid_0's l2: 1869.11
[21] valid_0's poisson: -92.9975 valid_0's l2: 1851.83
[22] valid_0's poisson: -93.2046 valid_0's l2: 1835.4
[23] valid_0's poisson: -93.3784 valid_0's l2: 1819.75
[24] valid_0's poisson: -93.5931 valid_0's l2: 1803.33
[25] valid_0's poisson: -93.7575 valid_0's l2: 1788.39
[26] valid_0's poisson: -93.9494 valid_0's l2: 1773.02
[27] valid_0's poisson: -94.1278 valid_0's l2: 1758.18
[28] valid_0's poisson: -94.3115 valid_0's l2: 1743.43
[29] valid_0's poisson: -94.4607 valid_0's l2: 1729.78
[30] valid_0's poisson: -94.6365 valid_0's l2: 1715.62
[31] valid_0's poisson: -94.7806 valid_0's l2: 1702.24
[32] valid_0's poisson: -94.9653 valid_0's l2: 1688.21
[33] valid_0's poisson: -95.1236 valid_0's l2: 1674.95
[34] valid_0's poisson: -95.2875 valid_0's l2: 1661.7
[35] valid_0's poisson: -95.4182 valid_0's l2: 1649.54
[36] valid_0's poisson: -95.5746 valid_0's l2: 1636.85
[37] valid_0's poisson: -95.7011 valid_0's l2: 1624.93
[38] valid_0's poisson: -95.8518 valid_0's l2: 1612.73
[39] valid_0's poisson: -95.9959 valid_0's l2: 1600.76
[40] valid_0's poisson: -96.1351 valid_0's l2: 1589.08
[41] valid_0's poisson: -96.2915 valid_0's l2: 1577.35
[42] valid_0's poisson: -96.4048 valid_0's l2: 1566.69
[43] valid_0's poisson: -96.5443 valid_0's l2: 1555.37
[44] valid_0's poisson: -96.6532 valid_0's l2: 1544.97
[45] valid_0's poisson: -96.7871 valid_0's l2: 1534.1
[46] valid_0's poisson: -96.9125 valid_0's l2: 1523.73
[47] valid_0's poisson: -97.0412 valid_0's l2: 1513.29
[48] valid_0's poisson: -97.1623 valid_0's l2: 1503.2
[49] valid_0's poisson: -97.2604 valid_0's l2: 1493.88
[50] valid_0's poisson: -97.3821 valid_0's l2: 1484.21
[51] valid_0's poisson: -97.4773 valid_0's l2: 1475.06
[52] valid_0's poisson: -97.6081 valid_0's l2: 1465.55
[53] valid_0's poisson: -97.725 valid_0's l2: 1456.13
[54] valid_0's poisson: -97.8342 valid_0's l2: 1447.08
[55] valid_0's poisson: -97.9408 valid_0's l2: 1438.38
[56] valid_0's poisson: -98.052 valid_0's l2: 1429.42
[57] valid_0's poisson: -98.1365 valid_0's l2: 1421.35
[58] valid_0's poisson: -98.2428 valid_0's l2: 1412.99
[59] valid_0's poisson: -98.3427 valid_0's l2: 1404.77
[60] valid_0's poisson: -98.423 valid_0's l2: 1397
[61] valid_0's poisson: -98.5245 valid_0's l2: 1389.04
[62] valid_0's poisson: -98.6166 valid_0's l2: 1381.36
[63] valid_0's poisson: -98.7323 valid_0's l2: 1372.58
[64] valid_0's poisson: -98.8074 valid_0's l2: 1365.42
[65] valid_0's poisson: -98.9026 valid_0's l2: 1357.97
[66] valid_0's poisson: -98.9924 valid_0's l2: 1350.78
[67] valid_0's poisson: -99.063 valid_0's l2: 1343.88
[68] valid_0's poisson: -99.172 valid_0's l2: 1335.64
[69] valid_0's poisson: -99.2413 valid_0's l2: 1328.96
[70] valid_0's poisson: -99.3472 valid_0's l2: 1321
[71] valid_0's poisson: -99.4384 valid_0's l2: 1313.24
[72] valid_0's poisson: -99.5399 valid_0's l2: 1305.62
[73] valid_0's poisson: -99.6052 valid_0's l2: 1299.26
[74] valid_0's poisson: -99.6919 valid_0's l2: 1291.89
[75] valid_0's poisson: -99.7753 valid_0's l2: 1285.38
[76] valid_0's poisson: -99.8586 valid_0's l2: 1278.27
[77] valid_0's poisson: -99.9206 valid_0's l2: 1272.44
[78] valid_0's poisson: -100.001 valid_0's l2: 1265.62
[79] valid_0's poisson: -100.094 valid_0's l2: 1258.63
[80] valid_0's poisson: -100.171 valid_0's l2: 1252.1
[81] valid_0's poisson: -100.249 valid_0's l2: 1245.85
[82] valid_0's poisson: -100.313 valid_0's l2: 1239.61
[83] valid_0's poisson: -100.382 valid_0's l2: 1233.32
[84] valid_0's poisson: -100.453 valid_0's l2: 1227.52
[85] valid_0's poisson: -100.514 valid_0's l2: 1221.59
[86] valid_0's poisson: -100.58 valid_0's l2: 1215.56
[87] valid_0's poisson: -100.666 valid_0's l2: 1209.27
[88] valid_0's poisson: -100.749 valid_0's l2: 1203.1
[89] valid_0's poisson: -100.807 valid_0's l2: 1197.43
[90] valid_0's poisson: -100.873 valid_0's l2: 1191.79
[91] valid_0's poisson: -100.941 valid_0's l2: 1186.05
[92] valid_0's poisson: -101.001 valid_0's l2: 1180.59
[93] valid_0's poisson: -101.06 valid_0's l2: 1175.22
[94] valid_0's poisson: -101.122 valid_0's l2: 1170.13
[95] valid_0's poisson: -101.183 valid_0's l2: 1164.92
[96] valid_0's poisson: -101.238 valid_0's l2: 1159.83
[97] valid_0's poisson: -101.294 valid_0's l2: 1154.76
[98] valid_0's poisson: -101.369 valid_0's l2: 1149.27
[99] valid_0's poisson: -101.43 valid_0's l2: 1144.18
[100] valid_0's poisson: -101.485 valid_0's l2: 1139.39
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5365 valid_0's l2: 2274.11
[2] valid_0's poisson: -87.8931 valid_0's l2: 2248.24
[3] valid_0's poisson: -88.2352 valid_0's l2: 2223.36
[4] valid_0's poisson: -88.5711 valid_0's l2: 2198.7
[5] valid_0's poisson: -88.8827 valid_0's l2: 2175.79
[6] valid_0's poisson: -89.1988 valid_0's l2: 2152.55
[7] valid_0's poisson: -89.5178 valid_0's l2: 2128.22
[8] valid_0's poisson: -89.8031 valid_0's l2: 2106.83
[9] valid_0's poisson: -90.1003 valid_0's l2: 2083.63
[10] valid_0's poisson: -90.3847 valid_0's l2: 2061.15
[11] valid_0's poisson: -90.6572 valid_0's l2: 2039.35
[12] valid_0's poisson: -90.932 valid_0's l2: 2018.69
[13] valid_0's poisson: -91.1878 valid_0's l2: 1997.91
[14] valid_0's poisson: -91.4317 valid_0's l2: 1978.98
[15] valid_0's poisson: -91.6645 valid_0's l2: 1959.83
[16] valid_0's poisson: -91.8961 valid_0's l2: 1940.57
[17] valid_0's poisson: -92.143 valid_0's l2: 1921.84
[18] valid_0's poisson: -92.3553 valid_0's l2: 1904.09
[19] valid_0's poisson: -92.5723 valid_0's l2: 1886.96
[20] valid_0's poisson: -92.7631 valid_0's l2: 1870.12
[21] valid_0's poisson: -92.9908 valid_0's l2: 1852.79
[22] valid_0's poisson: -93.187 valid_0's l2: 1835.95
[23] valid_0's poisson: -93.386 valid_0's l2: 1820.07
[24] valid_0's poisson: -93.5583 valid_0's l2: 1804.55
[25] valid_0's poisson: -93.7687 valid_0's l2: 1788.52
[26] valid_0's poisson: -93.9362 valid_0's l2: 1773.18
[27] valid_0's poisson: -94.1204 valid_0's l2: 1758.34
[28] valid_0's poisson: -94.2761 valid_0's l2: 1744.09
[29] valid_0's poisson: -94.4523 valid_0's l2: 1729.87
[30] valid_0's poisson: -94.6047 valid_0's l2: 1715.7
[31] valid_0's poisson: -94.7943 valid_0's l2: 1701.28
[32] valid_0's poisson: -94.9599 valid_0's l2: 1687.85
[33] valid_0's poisson: -95.1241 valid_0's l2: 1674.16
[34] valid_0's poisson: -95.2604 valid_0's l2: 1661.46
[35] valid_0's poisson: -95.4174 valid_0's l2: 1648.71
[36] valid_0's poisson: -95.5505 valid_0's l2: 1636.1
[37] valid_0's poisson: -95.7197 valid_0's l2: 1623.27
[38] valid_0's poisson: -95.8678 valid_0's l2: 1611.23
[39] valid_0's poisson: -96.0146 valid_0's l2: 1599.08
[40] valid_0's poisson: -96.1368 valid_0's l2: 1587.39
[41] valid_0's poisson: -96.2768 valid_0's l2: 1575.97
[42] valid_0's poisson: -96.415 valid_0's l2: 1564.42
[43] valid_0's poisson: -96.5275 valid_0's l2: 1553.76
[44] valid_0's poisson: -96.6593 valid_0's l2: 1543.19
[45] valid_0's poisson: -96.7692 valid_0's l2: 1532.6
[46] valid_0's poisson: -96.8973 valid_0's l2: 1522.18
[47] valid_0's poisson: -97.0248 valid_0's l2: 1511.67
[48] valid_0's poisson: -97.1479 valid_0's l2: 1501.67
[49] valid_0's poisson: -97.2699 valid_0's l2: 1491.48
[50] valid_0's poisson: -97.3676 valid_0's l2: 1482.14
[51] valid_0's poisson: -97.5022 valid_0's l2: 1472.21
[52] valid_0's poisson: -97.6167 valid_0's l2: 1463.09
[53] valid_0's poisson: -97.7112 valid_0's l2: 1453.92
[54] valid_0's poisson: -97.8404 valid_0's l2: 1444.05
[55] valid_0's poisson: -97.9512 valid_0's l2: 1434.88
[56] valid_0's poisson: -98.0404 valid_0's l2: 1426.2
[57] valid_0's poisson: -98.1468 valid_0's l2: 1417.76
[58] valid_0's poisson: -98.249 valid_0's l2: 1409.33
[59] valid_0's poisson: -98.3692 valid_0's l2: 1400.19
[60] valid_0's poisson: -98.4512 valid_0's l2: 1392.31
[61] valid_0's poisson: -98.568 valid_0's l2: 1383.48
[62] valid_0's poisson: -98.6485 valid_0's l2: 1375.82
[63] valid_0's poisson: -98.7466 valid_0's l2: 1367.89
[64] valid_0's poisson: -98.8247 valid_0's l2: 1360.32
[65] valid_0's poisson: -98.9183 valid_0's l2: 1352.95
[66] valid_0's poisson: -99.0111 valid_0's l2: 1345.33
[67] valid_0's poisson: -99.0998 valid_0's l2: 1338.11
[68] valid_0's poisson: -99.1721 valid_0's l2: 1331.09
[69] valid_0's poisson: -99.2779 valid_0's l2: 1323.1
[70] valid_0's poisson: -99.3626 valid_0's l2: 1316.02
[71] valid_0's poisson: -99.4487 valid_0's l2: 1309.27
[72] valid_0's poisson: -99.5156 valid_0's l2: 1302.89
[73] valid_0's poisson: -99.6157 valid_0's l2: 1295.37
[74] valid_0's poisson: -99.6816 valid_0's l2: 1289.16
[75] valid_0's poisson: -99.7626 valid_0's l2: 1282.84
[76] valid_0's poisson: -99.8263 valid_0's l2: 1276.71
[77] valid_0's poisson: -99.9195 valid_0's l2: 1269.38
[78] valid_0's poisson: -100.013 valid_0's l2: 1262.41
[79] valid_0's poisson: -100.095 valid_0's l2: 1255.37
[80] valid_0's poisson: -100.168 valid_0's l2: 1249.32
[81] valid_0's poisson: -100.247 valid_0's l2: 1242.62
[82] valid_0's poisson: -100.318 valid_0's l2: 1236.87
[83] valid_0's poisson: -100.38 valid_0's l2: 1230.76
[84] valid_0's poisson: -100.451 valid_0's l2: 1224.33
[85] valid_0's poisson: -100.538 valid_0's l2: 1217.89
[86] valid_0's poisson: -100.61 valid_0's l2: 1211.73
[87] valid_0's poisson: -100.68 valid_0's l2: 1205.84
[88] valid_0's poisson: -100.747 valid_0's l2: 1200
[89] valid_0's poisson: -100.809 valid_0's l2: 1194.37
[90] valid_0's poisson: -100.883 valid_0's l2: 1188.75
[91] valid_0's poisson: -100.948 valid_0's l2: 1183.22
[92] valid_0's poisson: -101.011 valid_0's l2: 1177.72
[93] valid_0's poisson: -101.069 valid_0's l2: 1172.42
[94] valid_0's poisson: -101.13 valid_0's l2: 1166.86
[95] valid_0's poisson: -101.191 valid_0's l2: 1161.67
[96] valid_0's poisson: -101.252 valid_0's l2: 1156.5
[97] valid_0's poisson: -101.306 valid_0's l2: 1151.54
[98] valid_0's poisson: -101.363 valid_0's l2: 1146.38
[99] valid_0's poisson: -101.42 valid_0's l2: 1141.5
[100] valid_0's poisson: -101.486 valid_0's l2: 1136.61
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5422 valid_0's l2: 2273.8
[2] valid_0's poisson: -87.9007 valid_0's l2: 2247.82
[3] valid_0's poisson: -88.2495 valid_0's l2: 2222.49
[4] valid_0's poisson: -88.5872 valid_0's l2: 2197.42
[5] valid_0's poisson: -88.9158 valid_0's l2: 2173.31
[6] valid_0's poisson: -89.2308 valid_0's l2: 2149.41
[7] valid_0's poisson: -89.5391 valid_0's l2: 2126.65
[8] valid_0's poisson: -89.8336 valid_0's l2: 2103.87
[9] valid_0's poisson: -90.1139 valid_0's l2: 2082.74
[10] valid_0's poisson: -90.3798 valid_0's l2: 2061.82
[11] valid_0's poisson: -90.6449 valid_0's l2: 2040.7
[12] valid_0's poisson: -90.92 valid_0's l2: 2020.09
[13] valid_0's poisson: -91.1691 valid_0's l2: 1999.95
[14] valid_0's poisson: -91.4164 valid_0's l2: 1980.86
[15] valid_0's poisson: -91.643 valid_0's l2: 1962.35
[16] valid_0's poisson: -91.8621 valid_0's l2: 1944.37
[17] valid_0's poisson: -92.1098 valid_0's l2: 1925.65
[18] valid_0's poisson: -92.3238 valid_0's l2: 1907.81
[19] valid_0's poisson: -92.5444 valid_0's l2: 1890.51
[20] valid_0's poisson: -92.7527 valid_0's l2: 1873.52
[21] valid_0's poisson: -92.9332 valid_0's l2: 1857.63
[22] valid_0's poisson: -93.1411 valid_0's l2: 1841.18
[23] valid_0's poisson: -93.3291 valid_0's l2: 1825.13
[24] valid_0's poisson: -93.5447 valid_0's l2: 1808.75
[25] valid_0's poisson: -93.7306 valid_0's l2: 1793.4
[26] valid_0's poisson: -93.9223 valid_0's l2: 1778.13
[27] valid_0's poisson: -94.0795 valid_0's l2: 1763.91
[28] valid_0's poisson: -94.2627 valid_0's l2: 1749.26
[29] valid_0's poisson: -94.4169 valid_0's l2: 1735.11
[30] valid_0's poisson: -94.6094 valid_0's l2: 1720.5
[31] valid_0's poisson: -94.7741 valid_0's l2: 1706.8
[32] valid_0's poisson: -94.9446 valid_0's l2: 1693.09
[33] valid_0's poisson: -95.0821 valid_0's l2: 1680.42
[34] valid_0's poisson: -95.2454 valid_0's l2: 1667.27
[35] valid_0's poisson: -95.3799 valid_0's l2: 1654.66
[36] valid_0's poisson: -95.5101 valid_0's l2: 1642.43
[37] valid_0's poisson: -95.6795 valid_0's l2: 1629.68
[38] valid_0's poisson: -95.8319 valid_0's l2: 1617.37
[39] valid_0's poisson: -95.9746 valid_0's l2: 1605.46
[40] valid_0's poisson: -96.1185 valid_0's l2: 1593.96
[41] valid_0's poisson: -96.2558 valid_0's l2: 1582.51
[42] valid_0's poisson: -96.3896 valid_0's l2: 1571.48
[43] valid_0's poisson: -96.5289 valid_0's l2: 1560.22
[44] valid_0's poisson: -96.6382 valid_0's l2: 1549.89
[45] valid_0's poisson: -96.772 valid_0's l2: 1539.09
[46] valid_0's poisson: -96.8795 valid_0's l2: 1528.8
[47] valid_0's poisson: -97.0025 valid_0's l2: 1518.69
[48] valid_0's poisson: -97.1293 valid_0's l2: 1508.44
[49] valid_0's poisson: -97.2468 valid_0's l2: 1498.65
[50] valid_0's poisson: -97.3446 valid_0's l2: 1489.41
[51] valid_0's poisson: -97.4644 valid_0's l2: 1479.9
[52] valid_0's poisson: -97.5594 valid_0's l2: 1470.74
[53] valid_0's poisson: -97.6758 valid_0's l2: 1461.38
[54] valid_0's poisson: -97.7842 valid_0's l2: 1452.38
[55] valid_0's poisson: -97.9099 valid_0's l2: 1443.31
[56] valid_0's poisson: -97.9978 valid_0's l2: 1434.82
[57] valid_0's poisson: -98.1062 valid_0's l2: 1426.26
[58] valid_0's poisson: -98.2081 valid_0's l2: 1417.9
[59] valid_0's poisson: -98.3298 valid_0's l2: 1408.71
[60] valid_0's poisson: -98.4108 valid_0's l2: 1401.02
[61] valid_0's poisson: -98.5127 valid_0's l2: 1393
[62] valid_0's poisson: -98.592 valid_0's l2: 1385.34
[63] valid_0's poisson: -98.7073 valid_0's l2: 1376.64
[64] valid_0's poisson: -98.8008 valid_0's l2: 1369.15
[65] valid_0's poisson: -98.9118 valid_0's l2: 1360.82
[66] valid_0's poisson: -98.9839 valid_0's l2: 1353.75
[67] valid_0's poisson: -99.0911 valid_0's l2: 1345.8
[68] valid_0's poisson: -99.1777 valid_0's l2: 1338.87
[69] valid_0's poisson: -99.2487 valid_0's l2: 1332
[70] valid_0's poisson: -99.3394 valid_0's l2: 1324.72
[71] valid_0's poisson: -99.4201 valid_0's l2: 1318
[72] valid_0's poisson: -99.5066 valid_0's l2: 1311.23
[73] valid_0's poisson: -99.572 valid_0's l2: 1305.02
[74] valid_0's poisson: -99.6711 valid_0's l2: 1297.63
[75] valid_0's poisson: -99.7341 valid_0's l2: 1291.63
[76] valid_0's poisson: -99.827 valid_0's l2: 1284.45
[77] valid_0's poisson: -99.921 valid_0's l2: 1277.51
[78] valid_0's poisson: -99.9805 valid_0's l2: 1271.7
[79] valid_0's poisson: -100.056 valid_0's l2: 1264.85
[80] valid_0's poisson: -100.134 valid_0's l2: 1258.77
[81] valid_0's poisson: -100.198 valid_0's l2: 1252.58
[82] valid_0's poisson: -100.271 valid_0's l2: 1246.06
[83] valid_0's poisson: -100.359 valid_0's l2: 1239.52
[84] valid_0's poisson: -100.42 valid_0's l2: 1233.6
[85] valid_0's poisson: -100.494 valid_0's l2: 1227.36
[86] valid_0's poisson: -100.579 valid_0's l2: 1221.19
[87] valid_0's poisson: -100.645 valid_0's l2: 1215.18
[88] valid_0's poisson: -100.717 valid_0's l2: 1209.44
[89] valid_0's poisson: -100.774 valid_0's l2: 1203.86
[90] valid_0's poisson: -100.839 valid_0's l2: 1198.53
[91] valid_0's poisson: -100.902 valid_0's l2: 1192.83
[92] valid_0's poisson: -100.98 valid_0's l2: 1187.15
[93] valid_0's poisson: -101.034 valid_0's l2: 1181.85
[94] valid_0's poisson: -101.1 valid_0's l2: 1176.4
[95] valid_0's poisson: -101.164 valid_0's l2: 1171.21
[96] valid_0's poisson: -101.235 valid_0's l2: 1166.02
[97] valid_0's poisson: -101.293 valid_0's l2: 1160.84
[98] valid_0's poisson: -101.353 valid_0's l2: 1155.67
[99] valid_0's poisson: -101.412 valid_0's l2: 1150.66
[100] valid_0's poisson: -101.467 valid_0's l2: 1145.69
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5297 valid_0's l2: 2274.51
[2] valid_0's poisson: -87.8828 valid_0's l2: 2248.83
[3] valid_0's poisson: -88.2303 valid_0's l2: 2223.45
[4] valid_0's poisson: -88.5656 valid_0's l2: 2198.88
[5] valid_0's poisson: -88.8839 valid_0's l2: 2175.53
[6] valid_0's poisson: -89.2065 valid_0's l2: 2151.19
[7] valid_0's poisson: -89.5045 valid_0's l2: 2128.93
[8] valid_0's poisson: -89.8051 valid_0's l2: 2105.72
[9] valid_0's poisson: -90.093 valid_0's l2: 2083.22
[10] valid_0's poisson: -90.3654 valid_0's l2: 2062.44
[11] valid_0's poisson: -90.6348 valid_0's l2: 2040.98
[12] valid_0's poisson: -90.8934 valid_0's l2: 2020.17
[13] valid_0's poisson: -91.1629 valid_0's l2: 1999.85
[14] valid_0's poisson: -91.4062 valid_0's l2: 1980.02
[15] valid_0's poisson: -91.6463 valid_0's l2: 1961.27
[16] valid_0's poisson: -91.8752 valid_0's l2: 1942.35
[17] valid_0's poisson: -92.0897 valid_0's l2: 1924.57
[18] valid_0's poisson: -92.3325 valid_0's l2: 1906.14
[19] valid_0's poisson: -92.5412 valid_0's l2: 1888.61
[20] valid_0's poisson: -92.7551 valid_0's l2: 1871.65
[21] valid_0's poisson: -92.9382 valid_0's l2: 1855.5
[22] valid_0's poisson: -93.1622 valid_0's l2: 1838.46
[23] valid_0's poisson: -93.3356 valid_0's l2: 1823.04
[24] valid_0's poisson: -93.5334 valid_0's l2: 1807.19
[25] valid_0's poisson: -93.7016 valid_0's l2: 1791.94
[26] valid_0's poisson: -93.8905 valid_0's l2: 1776.74
[27] valid_0's poisson: -94.0739 valid_0's l2: 1761.58
[28] valid_0's poisson: -94.2512 valid_0's l2: 1746.89
[29] valid_0's poisson: -94.4301 valid_0's l2: 1732.45
[30] valid_0's poisson: -94.5782 valid_0's l2: 1718.91
[31] valid_0's poisson: -94.7493 valid_0's l2: 1705.06
[32] valid_0's poisson: -94.8935 valid_0's l2: 1691.66
[33] valid_0's poisson: -95.0778 valid_0's l2: 1677.67
[34] valid_0's poisson: -95.2354 valid_0's l2: 1664.55
[35] valid_0's poisson: -95.3949 valid_0's l2: 1651.59
[36] valid_0's poisson: -95.5243 valid_0's l2: 1639.56
[37] valid_0's poisson: -95.6772 valid_0's l2: 1627.13
[38] valid_0's poisson: -95.8039 valid_0's l2: 1615.18
[39] valid_0's poisson: -95.9695 valid_0's l2: 1602.7
[40] valid_0's poisson: -96.1114 valid_0's l2: 1591.01
[41] valid_0's poisson: -96.2543 valid_0's l2: 1579.39
[42] valid_0's poisson: -96.3691 valid_0's l2: 1568.64
[43] valid_0's poisson: -96.5057 valid_0's l2: 1557.51
[44] valid_0's poisson: -96.6178 valid_0's l2: 1546.84
[45] valid_0's poisson: -96.7672 valid_0's l2: 1535.69
[46] valid_0's poisson: -96.874 valid_0's l2: 1525.5
[47] valid_0's poisson: -97.0019 valid_0's l2: 1515.09
[48] valid_0's poisson: -97.1262 valid_0's l2: 1504.91
[49] valid_0's poisson: -97.2492 valid_0's l2: 1494.92
[50] valid_0's poisson: -97.369 valid_0's l2: 1485.14
[51] valid_0's poisson: -97.4644 valid_0's l2: 1476.11
[52] valid_0's poisson: -97.5816 valid_0's l2: 1466.62
[53] valid_0's poisson: -97.6751 valid_0's l2: 1457.65
[54] valid_0's poisson: -97.8031 valid_0's l2: 1448.4
[55] valid_0's poisson: -97.9141 valid_0's l2: 1439.42
[56] valid_0's poisson: -98.018 valid_0's l2: 1430.75
[57] valid_0's poisson: -98.1234 valid_0's l2: 1422.11
[58] valid_0's poisson: -98.2287 valid_0's l2: 1413.77
[59] valid_0's poisson: -98.3115 valid_0's l2: 1405.92
[60] valid_0's poisson: -98.4129 valid_0's l2: 1397.94
[61] valid_0's poisson: -98.4942 valid_0's l2: 1390.13
[62] valid_0's poisson: -98.612 valid_0's l2: 1381.18
[63] valid_0's poisson: -98.7045 valid_0's l2: 1373.52
[64] valid_0's poisson: -98.7991 valid_0's l2: 1365.96
[65] valid_0's poisson: -98.8705 valid_0's l2: 1359.05
[66] valid_0's poisson: -98.9815 valid_0's l2: 1350.65
[67] valid_0's poisson: -99.055 valid_0's l2: 1343.59
[68] valid_0's poisson: -99.1459 valid_0's l2: 1336.45
[69] valid_0's poisson: -99.2322 valid_0's l2: 1329.46
[70] valid_0's poisson: -99.3198 valid_0's l2: 1322.61
[71] valid_0's poisson: -99.3887 valid_0's l2: 1316.18
[72] valid_0's poisson: -99.4868 valid_0's l2: 1308.56
[73] valid_0's poisson: -99.5713 valid_0's l2: 1301.22
[74] valid_0's poisson: -99.6718 valid_0's l2: 1293.63
[75] valid_0's poisson: -99.7355 valid_0's l2: 1287.63
[76] valid_0's poisson: -99.8154 valid_0's l2: 1280.67
[77] valid_0's poisson: -99.9119 valid_0's l2: 1273.42
[78] valid_0's poisson: -99.9884 valid_0's l2: 1266.75
[79] valid_0's poisson: -100.067 valid_0's l2: 1260.62
[80] valid_0's poisson: -100.133 valid_0's l2: 1254.24
[81] valid_0's poisson: -100.208 valid_0's l2: 1247.44
[82] valid_0's poisson: -100.297 valid_0's l2: 1240.76
[83] valid_0's poisson: -100.368 valid_0's l2: 1234.61
[84] valid_0's poisson: -100.44 valid_0's l2: 1228.42
[85] valid_0's poisson: -100.502 valid_0's l2: 1222.45
[86] valid_0's poisson: -100.571 valid_0's l2: 1216.17
[87] valid_0's poisson: -100.638 valid_0's l2: 1210.68
[88] valid_0's poisson: -100.713 valid_0's l2: 1204.92
[89] valid_0's poisson: -100.775 valid_0's l2: 1199.3
[90] valid_0's poisson: -100.838 valid_0's l2: 1193.85
[91] valid_0's poisson: -100.903 valid_0's l2: 1188.31
[92] valid_0's poisson: -100.966 valid_0's l2: 1182.56
[93] valid_0's poisson: -101.028 valid_0's l2: 1177.23
[94] valid_0's poisson: -101.098 valid_0's l2: 1172.04
[95] valid_0's poisson: -101.154 valid_0's l2: 1166.91
[96] valid_0's poisson: -101.213 valid_0's l2: 1161.52
[97] valid_0's poisson: -101.272 valid_0's l2: 1156.51
[98] valid_0's poisson: -101.307 valid_0's l2: 1152.14
[99] valid_0's poisson: -101.377 valid_0's l2: 1146.87
[100] valid_0's poisson: -101.429 valid_0's l2: 1142.06
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -93.9676 valid_0's l2: 1758.12
[2] valid_0's poisson: -97.7916 valid_0's l2: 1415.8
[3] valid_0's poisson: -100.048 valid_0's l2: 1209.02
[4] valid_0's poisson: -101.494 valid_0's l2: 1072.73
[5] valid_0's poisson: -102.795 valid_0's l2: 947.495
[6] valid_0's poisson: -104.019 valid_0's l2: 837.741
[7] valid_0's poisson: -104.67 valid_0's l2: 782.365
[8] valid_0's poisson: -105.293 valid_0's l2: 726.915
[9] valid_0's poisson: -105.73 valid_0's l2: 690.355
[10] valid_0's poisson: -106.091 valid_0's l2: 651.486
[11] valid_0's poisson: -106.38 valid_0's l2: 630.485
[12] valid_0's poisson: -106.107 valid_0's l2: 606.799
[13] valid_0's poisson: -105.813 valid_0's l2: 592.393
[14] valid_0's poisson: -105.75 valid_0's l2: 580.961
[15] valid_0's poisson: -105.24 valid_0's l2: 566.286
[16] valid_0's poisson: -105.389 valid_0's l2: 557.771
[17] valid_0's poisson: -104.924 valid_0's l2: 547.247
[18] valid_0's poisson: -105.055 valid_0's l2: 539.927
[19] valid_0's poisson: -105.068 valid_0's l2: 533.696
[20] valid_0's poisson: -104.676 valid_0's l2: 526.571
[21] valid_0's poisson: -104.426 valid_0's l2: 521.158
[22] valid_0's poisson: -104.442 valid_0's l2: 518.352
[23] valid_0's poisson: -104.252 valid_0's l2: 515.699
[24] valid_0's poisson: -103.943 valid_0's l2: 510.27
[25] valid_0's poisson: -103.863 valid_0's l2: 503.437
[26] valid_0's poisson: -103.598 valid_0's l2: 501.688
[27] valid_0's poisson: -103.668 valid_0's l2: 496.851
[28] valid_0's poisson: -103.487 valid_0's l2: 495.595
[29] valid_0's poisson: -103.465 valid_0's l2: 491.959
[30] valid_0's poisson: -103.52 valid_0's l2: 486.647
[31] valid_0's poisson: -103.43 valid_0's l2: 485.681
[32] valid_0's poisson: -103.518 valid_0's l2: 476.465
[33] valid_0's poisson: -103.446 valid_0's l2: 474.327
[34] valid_0's poisson: -103.228 valid_0's l2: 474.045
[35] valid_0's poisson: -103.063 valid_0's l2: 471.868
[36] valid_0's poisson: -103.052 valid_0's l2: 470.448
[37] valid_0's poisson: -102.886 valid_0's l2: 465.346
[38] valid_0's poisson: -103.129 valid_0's l2: 462.926
[39] valid_0's poisson: -103.039 valid_0's l2: 461.517
[40] valid_0's poisson: -102.944 valid_0's l2: 459.288
[41] valid_0's poisson: -102.867 valid_0's l2: 458.329
[42] valid_0's poisson: -102.791 valid_0's l2: 458.828
[43] valid_0's poisson: -102.782 valid_0's l2: 458.712
[44] valid_0's poisson: -102.443 valid_0's l2: 457.688
[45] valid_0's poisson: -102.557 valid_0's l2: 455.938
[46] valid_0's poisson: -102.45 valid_0's l2: 454.723
[47] valid_0's poisson: -102.712 valid_0's l2: 450.799
[48] valid_0's poisson: -102.645 valid_0's l2: 447.988
[49] valid_0's poisson: -102.673 valid_0's l2: 447.644
[50] valid_0's poisson: -102.814 valid_0's l2: 444.689
[51] valid_0's poisson: -102.765 valid_0's l2: 445.011
[52] valid_0's poisson: -102.607 valid_0's l2: 444.131
[53] valid_0's poisson: -102.616 valid_0's l2: 442.176
[54] valid_0's poisson: -102.669 valid_0's l2: 441.552
[55] valid_0's poisson: -102.665 valid_0's l2: 441.571
[56] valid_0's poisson: -102.385 valid_0's l2: 437.756
[57] valid_0's poisson: -102.43 valid_0's l2: 435.156
[58] valid_0's poisson: -102.277 valid_0's l2: 434.786
[59] valid_0's poisson: -102.266 valid_0's l2: 434.119
[60] valid_0's poisson: -102.071 valid_0's l2: 430.195
[61] valid_0's poisson: -102.152 valid_0's l2: 428.858
[62] valid_0's poisson: -102.444 valid_0's l2: 428.564
[63] valid_0's poisson: -102.14 valid_0's l2: 428.228
[64] valid_0's poisson: -102.466 valid_0's l2: 424.528
[65] valid_0's poisson: -102.569 valid_0's l2: 422.763
[66] valid_0's poisson: -102.576 valid_0's l2: 420.376
[67] valid_0's poisson: -102.616 valid_0's l2: 417.017
[68] valid_0's poisson: -102.56 valid_0's l2: 415.957
[69] valid_0's poisson: -102.555 valid_0's l2: 415.412
[70] valid_0's poisson: -102.682 valid_0's l2: 414.636
[71] valid_0's poisson: -102.511 valid_0's l2: 414.076
[72] valid_0's poisson: -102.823 valid_0's l2: 411.3
[73] valid_0's poisson: -103.065 valid_0's l2: 410.715
[74] valid_0's poisson: -103.164 valid_0's l2: 408.977
[75] valid_0's poisson: -103.298 valid_0's l2: 406.636
[76] valid_0's poisson: -103.328 valid_0's l2: 406.776
[77] valid_0's poisson: -103.415 valid_0's l2: 405.647
[78] valid_0's poisson: -103.204 valid_0's l2: 404.205
[79] valid_0's poisson: -103.132 valid_0's l2: 404.046
[80] valid_0's poisson: -102.966 valid_0's l2: 402.66
[81] valid_0's poisson: -102.965 valid_0's l2: 401.17
[82] valid_0's poisson: -102.95 valid_0's l2: 400.957
[83] valid_0's poisson: -102.745 valid_0's l2: 400.54
[84] valid_0's poisson: -102.564 valid_0's l2: 399.997
[85] valid_0's poisson: -102.562 valid_0's l2: 399.71
[86] valid_0's poisson: -102.734 valid_0's l2: 399.613
[87] valid_0's poisson: -102.591 valid_0's l2: 399.126
[88] valid_0's poisson: -102.705 valid_0's l2: 396.236
[89] valid_0's poisson: -102.633 valid_0's l2: 395.607
[90] valid_0's poisson: -102.602 valid_0's l2: 394.845
[91] valid_0's poisson: -102.599 valid_0's l2: 394.613
[92] valid_0's poisson: -102.487 valid_0's l2: 394.197
[93] valid_0's poisson: -102.505 valid_0's l2: 393.541
[94] valid_0's poisson: -102.516 valid_0's l2: 393.347
[95] valid_0's poisson: -102.532 valid_0's l2: 393.352
[96] valid_0's poisson: -102.717 valid_0's l2: 392.281
[97] valid_0's poisson: -102.71 valid_0's l2: 391.897
[98] valid_0's poisson: -102.538 valid_0's l2: 391.275
[99] valid_0's poisson: -102.504 valid_0's l2: 391.089
[100] valid_0's poisson: -102.521 valid_0's l2: 390.752
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -93.8355 valid_0's l2: 1756.79
[2] valid_0's poisson: -97.8803 valid_0's l2: 1397.59
[3] valid_0's poisson: -100.063 valid_0's l2: 1198.76
[4] valid_0's poisson: -101.931 valid_0's l2: 1029.85
[5] valid_0's poisson: -103.362 valid_0's l2: 902.061
[6] valid_0's poisson: -104.285 valid_0's l2: 824.196
[7] valid_0's poisson: -105.01 valid_0's l2: 764.279
[8] valid_0's poisson: -105.518 valid_0's l2: 717.888
[9] valid_0's poisson: -105.912 valid_0's l2: 685.207
[10] valid_0's poisson: -106.195 valid_0's l2: 644.437
[11] valid_0's poisson: -106.218 valid_0's l2: 618.953
[12] valid_0's poisson: -106.177 valid_0's l2: 604.159
[13] valid_0's poisson: -106.193 valid_0's l2: 587.848
[14] valid_0's poisson: -105.78 valid_0's l2: 575.136
[15] valid_0's poisson: -105.611 valid_0's l2: 566.164
[16] valid_0's poisson: -105.372 valid_0's l2: 556.849
[17] valid_0's poisson: -105.102 valid_0's l2: 548.907
[18] valid_0's poisson: -105.313 valid_0's l2: 542.784
[19] valid_0's poisson: -105.042 valid_0's l2: 529.02
[20] valid_0's poisson: -104.847 valid_0's l2: 522.916
[21] valid_0's poisson: -104.577 valid_0's l2: 519.936
[22] valid_0's poisson: -104.778 valid_0's l2: 514.59
[23] valid_0's poisson: -104.624 valid_0's l2: 510.061
[24] valid_0's poisson: -104.349 valid_0's l2: 496
[25] valid_0's poisson: -104.161 valid_0's l2: 492.789
[26] valid_0's poisson: -104.083 valid_0's l2: 489.782
[27] valid_0's poisson: -104.111 valid_0's l2: 486.988
[28] valid_0's poisson: -103.711 valid_0's l2: 485.565
[29] valid_0's poisson: -103.732 valid_0's l2: 481.384
[30] valid_0's poisson: -103.244 valid_0's l2: 473.569
[31] valid_0's poisson: -103.128 valid_0's l2: 471.257
[32] valid_0's poisson: -103.214 valid_0's l2: 470.904
[33] valid_0's poisson: -102.853 valid_0's l2: 465.775
[34] valid_0's poisson: -103.085 valid_0's l2: 464.327
[35] valid_0's poisson: -103.067 valid_0's l2: 463.154
[36] valid_0's poisson: -103.23 valid_0's l2: 462.39
[37] valid_0's poisson: -103.443 valid_0's l2: 462.158
[38] valid_0's poisson: -103.174 valid_0's l2: 459.461
[39] valid_0's poisson: -103.144 valid_0's l2: 457.548
[40] valid_0's poisson: -103.254 valid_0's l2: 451.361
[41] valid_0's poisson: -103.098 valid_0's l2: 449.719
[42] valid_0's poisson: -102.936 valid_0's l2: 448.852
[43] valid_0's poisson: -102.933 valid_0's l2: 445.405
[44] valid_0's poisson: -103.273 valid_0's l2: 443.685
[45] valid_0's poisson: -103.325 valid_0's l2: 443.988
[46] valid_0's poisson: -103.334 valid_0's l2: 443.872
[47] valid_0's poisson: -103.141 valid_0's l2: 442.838
[48] valid_0's poisson: -103.155 valid_0's l2: 439.178
[49] valid_0's poisson: -103.145 valid_0's l2: 438.378
[50] valid_0's poisson: -102.934 valid_0's l2: 436.968
[51] valid_0's poisson: -102.937 valid_0's l2: 435.849
[52] valid_0's poisson: -102.769 valid_0's l2: 434.91
[53] valid_0's poisson: -102.858 valid_0's l2: 434.719
[54] valid_0's poisson: -103.336 valid_0's l2: 432.665
[55] valid_0's poisson: -103.248 valid_0's l2: 431.378
[56] valid_0's poisson: -103.31 valid_0's l2: 430.496
[57] valid_0's poisson: -103.339 valid_0's l2: 430.339
[58] valid_0's poisson: -103.128 valid_0's l2: 428.203
[59] valid_0's poisson: -102.939 valid_0's l2: 427.847
[60] valid_0's poisson: -102.75 valid_0's l2: 425.919
[61] valid_0's poisson: -102.566 valid_0's l2: 423.792
[62] valid_0's poisson: -102.529 valid_0's l2: 422.821
[63] valid_0's poisson: -102.523 valid_0's l2: 422.479
[64] valid_0's poisson: -102.499 valid_0's l2: 421.797
[65] valid_0's poisson: -102.385 valid_0's l2: 421.934
[66] valid_0's poisson: -102.463 valid_0's l2: 421.186
[67] valid_0's poisson: -102.486 valid_0's l2: 421.258
[68] valid_0's poisson: -102.376 valid_0's l2: 419.995
[69] valid_0's poisson: -102.295 valid_0's l2: 415.376
[70] valid_0's poisson: -102.69 valid_0's l2: 414.167
[71] valid_0's poisson: -102.454 valid_0's l2: 414.445
[72] valid_0's poisson: -102.336 valid_0's l2: 414.003
[73] valid_0's poisson: -102.405 valid_0's l2: 412.991
[74] valid_0's poisson: -102.228 valid_0's l2: 412.123
[75] valid_0's poisson: -102.201 valid_0's l2: 408.854
[76] valid_0's poisson: -102.09 valid_0's l2: 408.68
[77] valid_0's poisson: -102.173 valid_0's l2: 408.404
[78] valid_0's poisson: -102.323 valid_0's l2: 407.149
[79] valid_0's poisson: -102.334 valid_0's l2: 405.731
[80] valid_0's poisson: -102.453 valid_0's l2: 404.667
[81] valid_0's poisson: -102.406 valid_0's l2: 401.681
[82] valid_0's poisson: -102.304 valid_0's l2: 400.679
[83] valid_0's poisson: -102.283 valid_0's l2: 400.511
[84] valid_0's poisson: -102.307 valid_0's l2: 399.156
[85] valid_0's poisson: -102.112 valid_0's l2: 397.928
[86] valid_0's poisson: -102.446 valid_0's l2: 397.686
[87] valid_0's poisson: -102.424 valid_0's l2: 397.655
[88] valid_0's poisson: -102.436 valid_0's l2: 397.545
[89] valid_0's poisson: -102.441 valid_0's l2: 397.269
[90] valid_0's poisson: -102.482 valid_0's l2: 396.149
[91] valid_0's poisson: -102.572 valid_0's l2: 395.368
[92] valid_0's poisson: -102.627 valid_0's l2: 391.996
[93] valid_0's poisson: -102.635 valid_0's l2: 387.739
[94] valid_0's poisson: -102.619 valid_0's l2: 386.803
[95] valid_0's poisson: -102.496 valid_0's l2: 385.89
[96] valid_0's poisson: -102.398 valid_0's l2: 382.538
[97] valid_0's poisson: -102.514 valid_0's l2: 382.08
[98] valid_0's poisson: -102.517 valid_0's l2: 382.824
[99] valid_0's poisson: -102.583 valid_0's l2: 382.858
[100] valid_0's poisson: -102.579 valid_0's l2: 382.772
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -94.0708 valid_0's l2: 1743.92
[2] valid_0's poisson: -97.7986 valid_0's l2: 1400.71
[3] valid_0's poisson: -100.039 valid_0's l2: 1190.18
[4] valid_0's poisson: -102.022 valid_0's l2: 1013.96
[5] valid_0's poisson: -103.184 valid_0's l2: 906.038
[6] valid_0's poisson: -104.168 valid_0's l2: 827.128
[7] valid_0's poisson: -104.771 valid_0's l2: 774.655
[8] valid_0's poisson: -105.402 valid_0's l2: 721.399
[9] valid_0's poisson: -105.911 valid_0's l2: 676.87
[10] valid_0's poisson: -106.368 valid_0's l2: 643.761
[11] valid_0's poisson: -106.529 valid_0's l2: 616.672
[12] valid_0's poisson: -106.472 valid_0's l2: 599.581
[13] valid_0's poisson: -106.446 valid_0's l2: 590.978
[14] valid_0's poisson: -106.247 valid_0's l2: 574.958
[15] valid_0's poisson: -105.76 valid_0's l2: 565.572
[16] valid_0's poisson: -105.826 valid_0's l2: 552.886
[17] valid_0's poisson: -105.555 valid_0's l2: 546.924
[18] valid_0's poisson: -105.769 valid_0's l2: 541.107
[19] valid_0's poisson: -105.378 valid_0's l2: 524.5
[20] valid_0's poisson: -105.233 valid_0's l2: 519.329
[21] valid_0's poisson: -105.163 valid_0's l2: 515.698
[22] valid_0's poisson: -104.967 valid_0's l2: 506.485
[23] valid_0's poisson: -105.036 valid_0's l2: 504.509
[24] valid_0's poisson: -104.862 valid_0's l2: 499.649
[25] valid_0's poisson: -104.867 valid_0's l2: 499.573
[26] valid_0's poisson: -104.967 valid_0's l2: 494.289
[27] valid_0's poisson: -104.75 valid_0's l2: 491.291
[28] valid_0's poisson: -104.637 valid_0's l2: 487.544
[29] valid_0's poisson: -104.532 valid_0's l2: 483.152
[30] valid_0's poisson: -104.157 valid_0's l2: 479.579
[31] valid_0's poisson: -103.911 valid_0's l2: 477.953
[32] valid_0's poisson: -103.821 valid_0's l2: 468.848
[33] valid_0's poisson: -103.747 valid_0's l2: 467.079
[34] valid_0's poisson: -103.649 valid_0's l2: 466.744
[35] valid_0's poisson: -103.532 valid_0's l2: 466.506
[36] valid_0's poisson: -103.552 valid_0's l2: 464.828
[37] valid_0's poisson: -103.599 valid_0's l2: 464.75
[38] valid_0's poisson: -103.194 valid_0's l2: 462.842
[39] valid_0's poisson: -103.324 valid_0's l2: 461.226
[40] valid_0's poisson: -103.503 valid_0's l2: 458.391
[41] valid_0's poisson: -103.395 valid_0's l2: 455.968
[42] valid_0's poisson: -103.431 valid_0's l2: 452.48
[43] valid_0's poisson: -103.133 valid_0's l2: 451.951
[44] valid_0's poisson: -103.135 valid_0's l2: 449.54
[45] valid_0's poisson: -103.19 valid_0's l2: 447.933
[46] valid_0's poisson: -103.113 valid_0's l2: 446.369
[47] valid_0's poisson: -103.195 valid_0's l2: 445.691
[48] valid_0's poisson: -103.164 valid_0's l2: 444.472
[49] valid_0's poisson: -103.088 valid_0's l2: 443.568
[50] valid_0's poisson: -103.138 valid_0's l2: 441.867
[51] valid_0's poisson: -103.108 valid_0's l2: 438.551
[52] valid_0's poisson: -103.104 valid_0's l2: 437.717
[53] valid_0's poisson: -103.033 valid_0's l2: 436.757
[54] valid_0's poisson: -102.92 valid_0's l2: 433.343
[55] valid_0's poisson: -102.854 valid_0's l2: 433.192
[56] valid_0's poisson: -102.653 valid_0's l2: 432.379
[57] valid_0's poisson: -102.68 valid_0's l2: 432.647
[58] valid_0's poisson: -102.722 valid_0's l2: 432.298
[59] valid_0's poisson: -102.832 valid_0's l2: 431.085
[60] valid_0's poisson: -102.749 valid_0's l2: 427.756
[61] valid_0's poisson: -102.864 valid_0's l2: 426.943
[62] valid_0's poisson: -102.82 valid_0's l2: 426.498
[63] valid_0's poisson: -102.814 valid_0's l2: 425.444
[64] valid_0's poisson: -102.742 valid_0's l2: 424.156
[65] valid_0's poisson: -102.849 valid_0's l2: 420.359
[66] valid_0's poisson: -102.853 valid_0's l2: 419.791
[67] valid_0's poisson: -102.94 valid_0's l2: 418.967
[68] valid_0's poisson: -102.916 valid_0's l2: 418.803
[69] valid_0's poisson: -102.649 valid_0's l2: 417.64
[70] valid_0's poisson: -102.604 valid_0's l2: 417.508
[71] valid_0's poisson: -102.799 valid_0's l2: 414.871
[72] valid_0's poisson: -102.797 valid_0's l2: 413.71
[73] valid_0's poisson: -102.758 valid_0's l2: 413.715
[74] valid_0's poisson: -102.628 valid_0's l2: 412.901
[75] valid_0's poisson: -102.698 valid_0's l2: 410.789
[76] valid_0's poisson: -102.894 valid_0's l2: 409.793
[77] valid_0's poisson: -102.8 valid_0's l2: 409.523
[78] valid_0's poisson: -102.833 valid_0's l2: 408.869
[79] valid_0's poisson: -102.832 valid_0's l2: 409.101
[80] valid_0's poisson: -102.804 valid_0's l2: 408.555
[81] valid_0's poisson: -102.704 valid_0's l2: 407.811
[82] valid_0's poisson: -102.939 valid_0's l2: 405.811
[83] valid_0's poisson: -102.956 valid_0's l2: 405.33
[84] valid_0's poisson: -102.95 valid_0's l2: 405.403
[85] valid_0's poisson: -102.949 valid_0's l2: 405.467
[86] valid_0's poisson: -102.953 valid_0's l2: 404.056
[87] valid_0's poisson: -103.033 valid_0's l2: 403.21
[88] valid_0's poisson: -102.971 valid_0's l2: 402.22
[89] valid_0's poisson: -102.966 valid_0's l2: 400.948
[90] valid_0's poisson: -102.975 valid_0's l2: 401.125
[91] valid_0's poisson: -102.824 valid_0's l2: 400.732
[92] valid_0's poisson: -102.755 valid_0's l2: 399.137
[93] valid_0's poisson: -102.723 valid_0's l2: 397.303
[94] valid_0's poisson: -102.661 valid_0's l2: 396.763
[95] valid_0's poisson: -102.67 valid_0's l2: 396.043
[96] valid_0's poisson: -102.87 valid_0's l2: 395.247
[97] valid_0's poisson: -102.868 valid_0's l2: 394.532
[98] valid_0's poisson: -102.847 valid_0's l2: 393.826
[99] valid_0's poisson: -102.752 valid_0's l2: 392.242
[100] valid_0's poisson: -102.986 valid_0's l2: 391.07
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -94.0453 valid_0's l2: 1749.35
[2] valid_0's poisson: -97.8497 valid_0's l2: 1408.91
[3] valid_0's poisson: -100.308 valid_0's l2: 1191.57
[4] valid_0's poisson: -101.728 valid_0's l2: 1056.62
[5] valid_0's poisson: -103.102 valid_0's l2: 929.431
[6] valid_0's poisson: -104.37 valid_0's l2: 815.208
[7] valid_0's poisson: -105.022 valid_0's l2: 760.953
[8] valid_0's poisson: -105.537 valid_0's l2: 716.422
[9] valid_0's poisson: -106.001 valid_0's l2: 674.39
[10] valid_0's poisson: -106.405 valid_0's l2: 640.373
[11] valid_0's poisson: -106.517 valid_0's l2: 614.706
[12] valid_0's poisson: -106.401 valid_0's l2: 596.975
[13] valid_0's poisson: -106.354 valid_0's l2: 584.602
[14] valid_0's poisson: -106.115 valid_0's l2: 570.447
[15] valid_0's poisson: -105.82 valid_0's l2: 559.082
[16] valid_0's poisson: -105.662 valid_0's l2: 552.071
[17] valid_0's poisson: -105.641 valid_0's l2: 545.832
[18] valid_0's poisson: -105.6 valid_0's l2: 537.039
[19] valid_0's poisson: -105.372 valid_0's l2: 529.934
[20] valid_0's poisson: -105.28 valid_0's l2: 525.569
[21] valid_0's poisson: -104.851 valid_0's l2: 510.591
[22] valid_0's poisson: -104.887 valid_0's l2: 505.622
[23] valid_0's poisson: -105.129 valid_0's l2: 499.688
[24] valid_0's poisson: -104.98 valid_0's l2: 494.56
[25] valid_0's poisson: -104.58 valid_0's l2: 489.589
[26] valid_0's poisson: -104.423 valid_0's l2: 487.342
[27] valid_0's poisson: -104.485 valid_0's l2: 485.82
[28] valid_0's poisson: -104.354 valid_0's l2: 480.924
[29] valid_0's poisson: -104.177 valid_0's l2: 478.631
[30] valid_0's poisson: -103.964 valid_0's l2: 477.14
[31] valid_0's poisson: -103.568 valid_0's l2: 475.913
[32] valid_0's poisson: -103.357 valid_0's l2: 474.321
[33] valid_0's poisson: -103.414 valid_0's l2: 474.366
[34] valid_0's poisson: -103.316 valid_0's l2: 471.716
[35] valid_0's poisson: -103.472 valid_0's l2: 468.678
[36] valid_0's poisson: -103.211 valid_0's l2: 467.278
[37] valid_0's poisson: -103.252 valid_0's l2: 465.398
[38] valid_0's poisson: -103.052 valid_0's l2: 463.253
[39] valid_0's poisson: -102.773 valid_0's l2: 462.264
[40] valid_0's poisson: -103.059 valid_0's l2: 455.197
[41] valid_0's poisson: -103.225 valid_0's l2: 454.024
[42] valid_0's poisson: -103.128 valid_0's l2: 449.352
[43] valid_0's poisson: -103.137 valid_0's l2: 449.213
[44] valid_0's poisson: -103.063 valid_0's l2: 444.538
[45] valid_0's poisson: -103.063 valid_0's l2: 444.798
[46] valid_0's poisson: -102.758 valid_0's l2: 444.006
[47] valid_0's poisson: -102.668 valid_0's l2: 440.24
[48] valid_0's poisson: -102.777 valid_0's l2: 437.365
[49] valid_0's poisson: -102.911 valid_0's l2: 436.475
[50] valid_0's poisson: -102.883 valid_0's l2: 434.013
[51] valid_0's poisson: -102.965 valid_0's l2: 433.692
[52] valid_0's poisson: -102.837 valid_0's l2: 432.054
[53] valid_0's poisson: -102.844 valid_0's l2: 432.515
[54] valid_0's poisson: -102.987 valid_0's l2: 427.114
[55] valid_0's poisson: -103.035 valid_0's l2: 427.005
[56] valid_0's poisson: -102.918 valid_0's l2: 424.972
[57] valid_0's poisson: -102.97 valid_0's l2: 423.881
[58] valid_0's poisson: -102.86 valid_0's l2: 423.114
[59] valid_0's poisson: -102.9 valid_0's l2: 422.57
[60] valid_0's poisson: -102.874 valid_0's l2: 421.112
[61] valid_0's poisson: -102.935 valid_0's l2: 419.81
[62] valid_0's poisson: -102.769 valid_0's l2: 419.09
[63] valid_0's poisson: -102.786 valid_0's l2: 417.979
[64] valid_0's poisson: -102.866 valid_0's l2: 417.121
[65] valid_0's poisson: -102.895 valid_0's l2: 416.844
[66] valid_0's poisson: -102.958 valid_0's l2: 415.852
[67] valid_0's poisson: -103.085 valid_0's l2: 414.559
[68] valid_0's poisson: -103.154 valid_0's l2: 413.111
[69] valid_0's poisson: -103.113 valid_0's l2: 412.605
[70] valid_0's poisson: -103.107 valid_0's l2: 411.933
[71] valid_0's poisson: -103.108 valid_0's l2: 411.784
[72] valid_0's poisson: -103.097 valid_0's l2: 412.064
[73] valid_0's poisson: -103.12 valid_0's l2: 412.402
[74] valid_0's poisson: -103.12 valid_0's l2: 412.343
[75] valid_0's poisson: -103.195 valid_0's l2: 411.752
[76] valid_0's poisson: -103.295 valid_0's l2: 408.876
[77] valid_0's poisson: -103.191 valid_0's l2: 408.244
[78] valid_0's poisson: -103.114 valid_0's l2: 407.91
[79] valid_0's poisson: -103.113 valid_0's l2: 408.598
[80] valid_0's poisson: -103.026 valid_0's l2: 408.206
[81] valid_0's poisson: -103.038 valid_0's l2: 408.502
[82] valid_0's poisson: -103.059 valid_0's l2: 407.132
[83] valid_0's poisson: -103.106 valid_0's l2: 406.661
[84] valid_0's poisson: -102.916 valid_0's l2: 406.548
[85] valid_0's poisson: -103.08 valid_0's l2: 404.699
[86] valid_0's poisson: -102.862 valid_0's l2: 404.002
[87] valid_0's poisson: -103.01 valid_0's l2: 402.791
[88] valid_0's poisson: -102.99 valid_0's l2: 402.533
[89] valid_0's poisson: -102.88 valid_0's l2: 402.25
[90] valid_0's poisson: -102.928 valid_0's l2: 400.319
[91] valid_0's poisson: -102.959 valid_0's l2: 399.695
[92] valid_0's poisson: -102.945 valid_0's l2: 399.516
[93] valid_0's poisson: -102.897 valid_0's l2: 399.925
[94] valid_0's poisson: -102.983 valid_0's l2: 398.304
[95] valid_0's poisson: -102.961 valid_0's l2: 397.705
[96] valid_0's poisson: -102.995 valid_0's l2: 396.957
[97] valid_0's poisson: -102.971 valid_0's l2: 395.015
[98] valid_0's poisson: -102.912 valid_0's l2: 394.966
[99] valid_0's poisson: -103.117 valid_0's l2: 394.559
[100] valid_0's poisson: -103.117 valid_0's l2: 394.524
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -94.0036 valid_0's l2: 1750.66
[2] valid_0's poisson: -97.7212 valid_0's l2: 1411.51
[3] valid_0's poisson: -99.9576 valid_0's l2: 1202.81
[4] valid_0's poisson: -101.994 valid_0's l2: 1022.43
[5] valid_0's poisson: -103.172 valid_0's l2: 913.153
[6] valid_0's poisson: -104.253 valid_0's l2: 814.831
[7] valid_0's poisson: -105.017 valid_0's l2: 751.524
[8] valid_0's poisson: -105.696 valid_0's l2: 699.43
[9] valid_0's poisson: -106.148 valid_0's l2: 656.66
[10] valid_0's poisson: -106.399 valid_0's l2: 628.208
[11] valid_0's poisson: -106.472 valid_0's l2: 610.991
[12] valid_0's poisson: -106.338 valid_0's l2: 594.259
[13] valid_0's poisson: -106.232 valid_0's l2: 581.335
[14] valid_0's poisson: -106.186 valid_0's l2: 567.691
[15] valid_0's poisson: -106.236 valid_0's l2: 559.797
[16] valid_0's poisson: -105.93 valid_0's l2: 549.822
[17] valid_0's poisson: -105.694 valid_0's l2: 542.585
[18] valid_0's poisson: -105.475 valid_0's l2: 536.738
[19] valid_0's poisson: -105.414 valid_0's l2: 531.278
[20] valid_0's poisson: -105.385 valid_0's l2: 526.825
[21] valid_0's poisson: -105.4 valid_0's l2: 523.691
[22] valid_0's poisson: -105.289 valid_0's l2: 513.905
[23] valid_0's poisson: -105.418 valid_0's l2: 508.832
[24] valid_0's poisson: -104.817 valid_0's l2: 503.452
[25] valid_0's poisson: -104.62 valid_0's l2: 501.007
[26] valid_0's poisson: -104.592 valid_0's l2: 496.313
[27] valid_0's poisson: -104.147 valid_0's l2: 492.871
[28] valid_0's poisson: -103.811 valid_0's l2: 492.469
[29] valid_0's poisson: -103.757 valid_0's l2: 490.555
[30] valid_0's poisson: -103.728 valid_0's l2: 490.085
[31] valid_0's poisson: -103.648 valid_0's l2: 487.197
[32] valid_0's poisson: -103.535 valid_0's l2: 484.469
[33] valid_0's poisson: -103.52 valid_0's l2: 480.017
[34] valid_0's poisson: -103.562 valid_0's l2: 478.515
[35] valid_0's poisson: -103.573 valid_0's l2: 478.65
[36] valid_0's poisson: -103.361 valid_0's l2: 475.77
[37] valid_0's poisson: -103.264 valid_0's l2: 471.158
[38] valid_0's poisson: -103.09 valid_0's l2: 468.603
[39] valid_0's poisson: -103.316 valid_0's l2: 466.073
[40] valid_0's poisson: -103.333 valid_0's l2: 463.196
[41] valid_0's poisson: -103.487 valid_0's l2: 462.192
[42] valid_0's poisson: -103.427 valid_0's l2: 456.713
[43] valid_0's poisson: -103.382 valid_0's l2: 455.638
[44] valid_0's poisson: -103.436 valid_0's l2: 455.271
[45] valid_0's poisson: -103.399 valid_0's l2: 454.953
[46] valid_0's poisson: -103.213 valid_0's l2: 455.647
[47] valid_0's poisson: -103.006 valid_0's l2: 452.616
[48] valid_0's poisson: -103.075 valid_0's l2: 450.448
[49] valid_0's poisson: -103.223 valid_0's l2: 445.467
[50] valid_0's poisson: -103.394 valid_0's l2: 443.042
[51] valid_0's poisson: -103.056 valid_0's l2: 442.207
[52] valid_0's poisson: -103.08 valid_0's l2: 442.523
[53] valid_0's poisson: -103.144 valid_0's l2: 442.861
[54] valid_0's poisson: -103.206 valid_0's l2: 435.141
[55] valid_0's poisson: -103.276 valid_0's l2: 433.466
[56] valid_0's poisson: -103.353 valid_0's l2: 433.395
[57] valid_0's poisson: -103.477 valid_0's l2: 430.443
[58] valid_0's poisson: -103.443 valid_0's l2: 426.413
[59] valid_0's poisson: -103.492 valid_0's l2: 424.689
[60] valid_0's poisson: -103.258 valid_0's l2: 420.446
[61] valid_0's poisson: -103.359 valid_0's l2: 419.947
[62] valid_0's poisson: -103.17 valid_0's l2: 419.241
[63] valid_0's poisson: -103.287 valid_0's l2: 418.503
[64] valid_0's poisson: -103.3 valid_0's l2: 418.644
[65] valid_0's poisson: -103.333 valid_0's l2: 418.145
[66] valid_0's poisson: -103.473 valid_0's l2: 416.034
[67] valid_0's poisson: -103.417 valid_0's l2: 416.072
[68] valid_0's poisson: -103.403 valid_0's l2: 413.854
[69] valid_0's poisson: -103.4 valid_0's l2: 411.018
[70] valid_0's poisson: -103.329 valid_0's l2: 409.56
[71] valid_0's poisson: -103.204 valid_0's l2: 408.925
[72] valid_0's poisson: -103.078 valid_0's l2: 408.504
[73] valid_0's poisson: -103.158 valid_0's l2: 407.686
[74] valid_0's poisson: -103.149 valid_0's l2: 407.718
[75] valid_0's poisson: -103.269 valid_0's l2: 407.305
[76] valid_0's poisson: -103.262 valid_0's l2: 407.023
[77] valid_0's poisson: -103.211 valid_0's l2: 407.232
[78] valid_0's poisson: -103.198 valid_0's l2: 406.654
[79] valid_0's poisson: -103.306 valid_0's l2: 406.063
[80] valid_0's poisson: -103.312 valid_0's l2: 404.403
[81] valid_0's poisson: -103.27 valid_0's l2: 402.774
[82] valid_0's poisson: -103.263 valid_0's l2: 400.913
[83] valid_0's poisson: -103.099 valid_0's l2: 400.889
[84] valid_0's poisson: -103.14 valid_0's l2: 401.161
[85] valid_0's poisson: -103.044 valid_0's l2: 400.068
[86] valid_0's poisson: -103.021 valid_0's l2: 399.734
[87] valid_0's poisson: -103.06 valid_0's l2: 398.394
[88] valid_0's poisson: -103.295 valid_0's l2: 395.582
[89] valid_0's poisson: -103.641 valid_0's l2: 393.936
[90] valid_0's poisson: -103.588 valid_0's l2: 393.656
[91] valid_0's poisson: -103.621 valid_0's l2: 393.703
[92] valid_0's poisson: -103.832 valid_0's l2: 392.153
[93] valid_0's poisson: -103.742 valid_0's l2: 391.736
[94] valid_0's poisson: -103.863 valid_0's l2: 391.04
[95] valid_0's poisson: -103.93 valid_0's l2: 390.285
[96] valid_0's poisson: -103.877 valid_0's l2: 388.85
[97] valid_0's poisson: -103.743 valid_0's l2: 388.569
[98] valid_0's poisson: -103.742 valid_0's l2: 388.742
[99] valid_0's poisson: -103.721 valid_0's l2: 388.552
[100] valid_0's poisson: -103.564 valid_0's l2: 385.36
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2648 valid_0's l2: 2293.76
[2] valid_0's poisson: -87.3551 valid_0's l2: 2287.26
[3] valid_0's poisson: -87.4446 valid_0's l2: 2280.82
[4] valid_0's poisson: -87.5333 valid_0's l2: 2274.42
[5] valid_0's poisson: -87.6212 valid_0's l2: 2268.07
[6] valid_0's poisson: -87.7083 valid_0's l2: 2261.78
[7] valid_0's poisson: -87.7947 valid_0's l2: 2255.54
[8] valid_0's poisson: -87.8804 valid_0's l2: 2249.34
[9] valid_0's poisson: -87.9659 valid_0's l2: 2243.15
[10] valid_0's poisson: -88.0501 valid_0's l2: 2237.05
[11] valid_0's poisson: -88.1341 valid_0's l2: 2230.96
[12] valid_0's poisson: -88.2169 valid_0's l2: 2224.96
[13] valid_0's poisson: -88.2996 valid_0's l2: 2218.96
[14] valid_0's poisson: -88.381 valid_0's l2: 2213.05
[15] valid_0's poisson: -88.4622 valid_0's l2: 2207.14
[16] valid_0's poisson: -88.5423 valid_0's l2: 2201.33
[17] valid_0's poisson: -88.6221 valid_0's l2: 2195.51
[18] valid_0's poisson: -88.7009 valid_0's l2: 2189.79
[19] valid_0's poisson: -88.7794 valid_0's l2: 2184.06
[20] valid_0's poisson: -88.8568 valid_0's l2: 2178.43
[21] valid_0's poisson: -88.9341 valid_0's l2: 2172.79
[22] valid_0's poisson: -89.0103 valid_0's l2: 2167.25
[23] valid_0's poisson: -89.0859 valid_0's l2: 2161.7
[24] valid_0's poisson: -89.167 valid_0's l2: 2155.62
[25] valid_0's poisson: -89.2472 valid_0's l2: 2149.59
[26] valid_0's poisson: -89.3264 valid_0's l2: 2143.61
[27] valid_0's poisson: -89.3998 valid_0's l2: 2138.18
[28] valid_0's poisson: -89.4776 valid_0's l2: 2132.27
[29] valid_0's poisson: -89.5546 valid_0's l2: 2126.4
[30] valid_0's poisson: -89.6289 valid_0's l2: 2120.93
[31] valid_0's poisson: -89.7046 valid_0's l2: 2115.13
[32] valid_0's poisson: -89.7755 valid_0's l2: 2109.84
[33] valid_0's poisson: -89.8499 valid_0's l2: 2104.11
[34] valid_0's poisson: -89.9235 valid_0's l2: 2098.42
[35] valid_0's poisson: -89.9956 valid_0's l2: 2093.09
[36] valid_0's poisson: -90.068 valid_0's l2: 2087.46
[37] valid_0's poisson: -90.1365 valid_0's l2: 2082.31
[38] valid_0's poisson: -90.2077 valid_0's l2: 2076.76
[39] valid_0's poisson: -90.2781 valid_0's l2: 2071.24
[40] valid_0's poisson: -90.3478 valid_0's l2: 2065.77
[41] valid_0's poisson: -90.4174 valid_0's l2: 2060.59
[42] valid_0's poisson: -90.4837 valid_0's l2: 2055.57
[43] valid_0's poisson: -90.5519 valid_0's l2: 2050.19
[44] valid_0's poisson: -90.6193 valid_0's l2: 2044.84
[45] valid_0's poisson: -90.6861 valid_0's l2: 2039.54
[46] valid_0's poisson: -90.7538 valid_0's l2: 2034.49
[47] valid_0's poisson: -90.8195 valid_0's l2: 2029.25
[48] valid_0's poisson: -90.8833 valid_0's l2: 2024.38
[49] valid_0's poisson: -90.9479 valid_0's l2: 2019.2
[50] valid_0's poisson: -91.0119 valid_0's l2: 2014.06
[51] valid_0's poisson: -91.0778 valid_0's l2: 2009.13
[52] valid_0's poisson: -91.1388 valid_0's l2: 2004.23
[53] valid_0's poisson: -91.2006 valid_0's l2: 1999.48
[54] valid_0's poisson: -91.2627 valid_0's l2: 1994.46
[55] valid_0's poisson: -91.3224 valid_0's l2: 1989.64
[56] valid_0's poisson: -91.3865 valid_0's l2: 1984.83
[57] valid_0's poisson: -91.4471 valid_0's l2: 1979.9
[58] valid_0's poisson: -91.5071 valid_0's l2: 1975.27
[59] valid_0's poisson: -91.5651 valid_0's l2: 1970.56
[60] valid_0's poisson: -91.6242 valid_0's l2: 1965.73
[61] valid_0's poisson: -91.6867 valid_0's l2: 1961.03
[62] valid_0's poisson: -91.7433 valid_0's l2: 1956.41
[63] valid_0's poisson: -91.8015 valid_0's l2: 1951.89
[64] valid_0's poisson: -91.8571 valid_0's l2: 1947.33
[65] valid_0's poisson: -91.914 valid_0's l2: 1942.64
[66] valid_0's poisson: -91.9748 valid_0's l2: 1938.06
[67] valid_0's poisson: -92.0309 valid_0's l2: 1933.42
[68] valid_0's poisson: -92.091 valid_0's l2: 1928.9
[69] valid_0's poisson: -92.1447 valid_0's l2: 1924.47
[70] valid_0's poisson: -92.2007 valid_0's l2: 1920.1
[71] valid_0's poisson: -92.2537 valid_0's l2: 1915.72
[72] valid_0's poisson: -92.3077 valid_0's l2: 1911.22
[73] valid_0's poisson: -92.3663 valid_0's l2: 1906.8
[74] valid_0's poisson: -92.418 valid_0's l2: 1902.51
[75] valid_0's poisson: -92.4725 valid_0's l2: 1898.24
[76] valid_0's poisson: -92.525 valid_0's l2: 1893.84
[77] valid_0's poisson: -92.5756 valid_0's l2: 1889.62
[78] valid_0's poisson: -92.6327 valid_0's l2: 1885.31
[79] valid_0's poisson: -92.6841 valid_0's l2: 1881
[80] valid_0's poisson: -92.737 valid_0's l2: 1876.83
[81] valid_0's poisson: -92.7836 valid_0's l2: 1872.76
[82] valid_0's poisson: -92.8395 valid_0's l2: 1868.53
[83] valid_0's poisson: -92.8895 valid_0's l2: 1864.31
[84] valid_0's poisson: -92.9414 valid_0's l2: 1860.22
[85] valid_0's poisson: -92.9867 valid_0's l2: 1856.23
[86] valid_0's poisson: -93.038 valid_0's l2: 1852.18
[87] valid_0's poisson: -93.0866 valid_0's l2: 1848.05
[88] valid_0's poisson: -93.131 valid_0's l2: 1844.13
[89] valid_0's poisson: -93.1852 valid_0's l2: 1840.03
[90] valid_0's poisson: -93.2354 valid_0's l2: 1836.05
[91] valid_0's poisson: -93.279 valid_0's l2: 1832.18
[92] valid_0's poisson: -93.3324 valid_0's l2: 1828.14
[93] valid_0's poisson: -93.3792 valid_0's l2: 1824.14
[94] valid_0's poisson: -93.4284 valid_0's l2: 1820.25
[95] valid_0's poisson: -93.4709 valid_0's l2: 1816.45
[96] valid_0's poisson: -93.5233 valid_0's l2: 1812.49
[97] valid_0's poisson: -93.5689 valid_0's l2: 1808.58
[98] valid_0's poisson: -93.617 valid_0's l2: 1804.75
[99] valid_0's poisson: -93.6586 valid_0's l2: 1801.03
[100] valid_0's poisson: -93.7008 valid_0's l2: 1797.22
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2682 valid_0's l2: 2293.51
[2] valid_0's poisson: -87.3612 valid_0's l2: 2286.77
[3] valid_0's poisson: -87.4531 valid_0's l2: 2280.08
[4] valid_0's poisson: -87.5465 valid_0's l2: 2273.33
[5] valid_0's poisson: -87.639 valid_0's l2: 2266.62
[6] valid_0's poisson: -87.7287 valid_0's l2: 2260.05
[7] valid_0's poisson: -87.819 valid_0's l2: 2253.49
[8] valid_0's poisson: -87.907 valid_0's l2: 2246.99
[9] valid_0's poisson: -87.9967 valid_0's l2: 2240.45
[10] valid_0's poisson: -88.0832 valid_0's l2: 2234.04
[11] valid_0's poisson: -88.1708 valid_0's l2: 2227.63
[12] valid_0's poisson: -88.2557 valid_0's l2: 2221.3
[13] valid_0's poisson: -88.3421 valid_0's l2: 2214.97
[14] valid_0's poisson: -88.4255 valid_0's l2: 2208.71
[15] valid_0's poisson: -88.5106 valid_0's l2: 2202.47
[16] valid_0's poisson: -88.5925 valid_0's l2: 2196.28
[17] valid_0's poisson: -88.6771 valid_0's l2: 2190.05
[18] valid_0's poisson: -88.7576 valid_0's l2: 2183.94
[19] valid_0's poisson: -88.8403 valid_0's l2: 2177.85
[20] valid_0's poisson: -88.9194 valid_0's l2: 2171.81
[21] valid_0's poisson: -89.0009 valid_0's l2: 2165.79
[22] valid_0's poisson: -89.0787 valid_0's l2: 2159.83
[23] valid_0's poisson: -89.1597 valid_0's l2: 2153.83
[24] valid_0's poisson: -89.2361 valid_0's l2: 2147.94
[25] valid_0's poisson: -89.3153 valid_0's l2: 2142.06
[26] valid_0's poisson: -89.3905 valid_0's l2: 2136.24
[27] valid_0's poisson: -89.4686 valid_0's l2: 2130.44
[28] valid_0's poisson: -89.5467 valid_0's l2: 2124.63
[29] valid_0's poisson: -89.6202 valid_0's l2: 2118.91
[30] valid_0's poisson: -89.6966 valid_0's l2: 2113.22
[31] valid_0's poisson: -89.7689 valid_0's l2: 2107.56
[32] valid_0's poisson: -89.8442 valid_0's l2: 2101.95
[33] valid_0's poisson: -89.9154 valid_0's l2: 2096.36
[34] valid_0's poisson: -89.9896 valid_0's l2: 2090.82
[35] valid_0's poisson: -90.0597 valid_0's l2: 2085.29
[36] valid_0's poisson: -90.1336 valid_0's l2: 2079.76
[37] valid_0's poisson: -90.2024 valid_0's l2: 2074.3
[38] valid_0's poisson: -90.2747 valid_0's l2: 2068.89
[39] valid_0's poisson: -90.3426 valid_0's l2: 2063.5
[40] valid_0's poisson: -90.4139 valid_0's l2: 2058.16
[41] valid_0's poisson: -90.4851 valid_0's l2: 2052.8
[42] valid_0's poisson: -90.5515 valid_0's l2: 2047.5
[43] valid_0's poisson: -90.6213 valid_0's l2: 2042.26
[44] valid_0's poisson: -90.6865 valid_0's l2: 2037.02
[45] valid_0's poisson: -90.7522 valid_0's l2: 2031.99
[46] valid_0's poisson: -90.8166 valid_0's l2: 2026.81
[47] valid_0's poisson: -90.8802 valid_0's l2: 2021.67
[48] valid_0's poisson: -90.948 valid_0's l2: 2016.56
[49] valid_0's poisson: -91.0108 valid_0's l2: 2011.48
[50] valid_0's poisson: -91.0744 valid_0's l2: 2006.58
[51] valid_0's poisson: -91.1361 valid_0's l2: 2001.56
[52] valid_0's poisson: -91.1972 valid_0's l2: 1996.58
[53] valid_0's poisson: -91.2633 valid_0's l2: 1991.6
[54] valid_0's poisson: -91.3234 valid_0's l2: 1986.68
[55] valid_0's poisson: -91.3886 valid_0's l2: 1981.76
[56] valid_0's poisson: -91.4479 valid_0's l2: 1976.9
[57] valid_0's poisson: -91.509 valid_0's l2: 1972.15
[58] valid_0's poisson: -91.5674 valid_0's l2: 1967.35
[59] valid_0's poisson: -91.6253 valid_0's l2: 1962.58
[60] valid_0's poisson: -91.6887 valid_0's l2: 1957.78
[61] valid_0's poisson: -91.7456 valid_0's l2: 1953.07
[62] valid_0's poisson: -91.805 valid_0's l2: 1948.45
[63] valid_0's poisson: -91.8612 valid_0's l2: 1943.79
[64] valid_0's poisson: -91.9167 valid_0's l2: 1939.18
[65] valid_0's poisson: -91.9785 valid_0's l2: 1934.49
[66] valid_0's poisson: -92.0364 valid_0's l2: 1929.96
[67] valid_0's poisson: -92.091 valid_0's l2: 1925.42
[68] valid_0's poisson: -92.1449 valid_0's l2: 1920.91
[69] valid_0's poisson: -92.1985 valid_0's l2: 1916.43
[70] valid_0's poisson: -92.2587 valid_0's l2: 1911.86
[71] valid_0's poisson: -92.315 valid_0's l2: 1907.45
[72] valid_0's poisson: -92.3674 valid_0's l2: 1903.04
[73] valid_0's poisson: -92.4195 valid_0's l2: 1898.67
[74] valid_0's poisson: -92.4784 valid_0's l2: 1894.2
[75] valid_0's poisson: -92.5296 valid_0's l2: 1889.88
[76] valid_0's poisson: -92.5843 valid_0's l2: 1885.57
[77] valid_0's poisson: -92.6349 valid_0's l2: 1881.3
[78] valid_0's poisson: -92.6817 valid_0's l2: 1877.14
[79] valid_0's poisson: -92.7392 valid_0's l2: 1872.77
[80] valid_0's poisson: -92.7928 valid_0's l2: 1868.54
[81] valid_0's poisson: -92.8388 valid_0's l2: 1864.44
[82] valid_0's poisson: -92.8917 valid_0's l2: 1860.25
[83] valid_0's poisson: -92.9371 valid_0's l2: 1856.2
[84] valid_0's poisson: -92.9932 valid_0's l2: 1851.92
[85] valid_0's poisson: -93.038 valid_0's l2: 1847.91
[86] valid_0's poisson: -93.0899 valid_0's l2: 1843.79
[87] valid_0's poisson: -93.1341 valid_0's l2: 1839.82
[88] valid_0's poisson: -93.1896 valid_0's l2: 1835.58
[89] valid_0's poisson: -93.2406 valid_0's l2: 1831.52
[90] valid_0's poisson: -93.2841 valid_0's l2: 1827.61
[91] valid_0's poisson: -93.3345 valid_0's l2: 1823.59
[92] valid_0's poisson: -93.3774 valid_0's l2: 1819.71
[93] valid_0's poisson: -93.4312 valid_0's l2: 1815.62
[94] valid_0's poisson: -93.4808 valid_0's l2: 1811.66
[95] valid_0's poisson: -93.523 valid_0's l2: 1807.84
[96] valid_0's poisson: -93.5759 valid_0's l2: 1803.8
[97] valid_0's poisson: -93.6175 valid_0's l2: 1800.02
[98] valid_0's poisson: -93.6662 valid_0's l2: 1796.13
[99] valid_0's poisson: -93.7127 valid_0's l2: 1792.27
[100] valid_0's poisson: -93.7609 valid_0's l2: 1788.42
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2623 valid_0's l2: 2293.93
[2] valid_0's poisson: -87.3541 valid_0's l2: 2287.29
[3] valid_0's poisson: -87.4452 valid_0's l2: 2280.71
[4] valid_0's poisson: -87.5354 valid_0's l2: 2274.19
[5] valid_0's poisson: -87.6255 valid_0's l2: 2267.66
[6] valid_0's poisson: -87.7148 valid_0's l2: 2261.19
[7] valid_0's poisson: -87.8026 valid_0's l2: 2254.81
[8] valid_0's poisson: -87.8904 valid_0's l2: 2248.44
[9] valid_0's poisson: -87.9781 valid_0's l2: 2242.05
[10] valid_0's poisson: -88.0644 valid_0's l2: 2235.77
[11] valid_0's poisson: -88.1493 valid_0's l2: 2229.59
[12] valid_0's poisson: -88.2348 valid_0's l2: 2223.33
[13] valid_0's poisson: -88.3155 valid_0's l2: 2217.44
[14] valid_0's poisson: -88.3992 valid_0's l2: 2211.32
[15] valid_0's poisson: -88.4786 valid_0's l2: 2205.5
[16] valid_0's poisson: -88.5607 valid_0's l2: 2199.5
[17] valid_0's poisson: -88.6432 valid_0's l2: 2193.43
[18] valid_0's poisson: -88.721 valid_0's l2: 2187.71
[19] valid_0's poisson: -88.8023 valid_0's l2: 2181.71
[20] valid_0's poisson: -88.882 valid_0's l2: 2175.86
[21] valid_0's poisson: -88.9582 valid_0's l2: 2170.24
[22] valid_0's poisson: -89.0409 valid_0's l2: 2163.99
[23] valid_0's poisson: -89.1159 valid_0's l2: 2158.44
[24] valid_0's poisson: -89.1971 valid_0's l2: 2152.27
[25] valid_0's poisson: -89.2774 valid_0's l2: 2146.14
[26] valid_0's poisson: -89.3567 valid_0's l2: 2140.07
[27] valid_0's poisson: -89.4337 valid_0's l2: 2134.38
[28] valid_0's poisson: -89.5117 valid_0's l2: 2128.37
[29] valid_0's poisson: -89.5835 valid_0's l2: 2122.99
[30] valid_0's poisson: -89.6601 valid_0's l2: 2117.06
[31] valid_0's poisson: -89.7359 valid_0's l2: 2111.17
[32] valid_0's poisson: -89.8106 valid_0's l2: 2105.62
[33] valid_0's poisson: -89.8851 valid_0's l2: 2099.8
[34] valid_0's poisson: -89.9587 valid_0's l2: 2094.32
[35] valid_0's poisson: -90.032 valid_0's l2: 2088.57
[36] valid_0's poisson: -90.1006 valid_0's l2: 2083.37
[37] valid_0's poisson: -90.1726 valid_0's l2: 2077.69
[38] valid_0's poisson: -90.2439 valid_0's l2: 2072.06
[39] valid_0's poisson: -90.3154 valid_0's l2: 2066.71
[40] valid_0's poisson: -90.3855 valid_0's l2: 2061.14
[41] valid_0's poisson: -90.4518 valid_0's l2: 2056.08
[42] valid_0's poisson: -90.5207 valid_0's l2: 2050.57
[43] valid_0's poisson: -90.5889 valid_0's l2: 2045.11
[44] valid_0's poisson: -90.6564 valid_0's l2: 2039.69
[45] valid_0's poisson: -90.7256 valid_0's l2: 2034.5
[46] valid_0's poisson: -90.792 valid_0's l2: 2029.15
[47] valid_0's poisson: -90.8558 valid_0's l2: 2024.24
[48] valid_0's poisson: -90.9211 valid_0's l2: 2018.94
[49] valid_0's poisson: -90.9858 valid_0's l2: 2013.7
[50] valid_0's poisson: -91.053 valid_0's l2: 2008.63
[51] valid_0's poisson: -91.1146 valid_0's l2: 2003.63
[52] valid_0's poisson: -91.1764 valid_0's l2: 1998.84
[53] valid_0's poisson: -91.2391 valid_0's l2: 1993.71
[54] valid_0's poisson: -91.2991 valid_0's l2: 1988.8
[55] valid_0's poisson: -91.3646 valid_0's l2: 1983.86
[56] valid_0's poisson: -91.4258 valid_0's l2: 1978.83
[57] valid_0's poisson: -91.4857 valid_0's l2: 1974.16
[58] valid_0's poisson: -91.544 valid_0's l2: 1969.36
[59] valid_0's poisson: -91.6017 valid_0's l2: 1964.61
[60] valid_0's poisson: -91.6654 valid_0's l2: 1959.78
[61] valid_0's poisson: -91.7242 valid_0's l2: 1954.9
[62] valid_0's poisson: -91.7872 valid_0's l2: 1950.13
[63] valid_0's poisson: -91.8432 valid_0's l2: 1945.49
[64] valid_0's poisson: -91.9008 valid_0's l2: 1940.97
[65] valid_0's poisson: -91.9579 valid_0's l2: 1936.2
[66] valid_0's poisson: -92.0128 valid_0's l2: 1931.64
[67] valid_0's poisson: -92.0742 valid_0's l2: 1926.98
[68] valid_0's poisson: -92.1299 valid_0's l2: 1922.3
[69] valid_0's poisson: -92.1859 valid_0's l2: 1917.9
[70] valid_0's poisson: -92.2392 valid_0's l2: 1913.44
[71] valid_0's poisson: -92.2937 valid_0's l2: 1908.85
[72] valid_0's poisson: -92.3535 valid_0's l2: 1904.31
[73] valid_0's poisson: -92.4056 valid_0's l2: 1899.93
[74] valid_0's poisson: -92.4599 valid_0's l2: 1895.64
[75] valid_0's poisson: -92.5129 valid_0's l2: 1891.15
[76] valid_0's poisson: -92.5612 valid_0's l2: 1886.9
[77] valid_0's poisson: -92.6195 valid_0's l2: 1882.46
[78] valid_0's poisson: -92.6727 valid_0's l2: 1878.24
[79] valid_0's poisson: -92.7202 valid_0's l2: 1874.05
[80] valid_0's poisson: -92.7776 valid_0's l2: 1869.68
[81] valid_0's poisson: -92.8285 valid_0's l2: 1865.34
[82] valid_0's poisson: -92.8805 valid_0's l2: 1861.2
[83] valid_0's poisson: -92.9268 valid_0's l2: 1857.09
[84] valid_0's poisson: -92.9765 valid_0's l2: 1852.82
[85] valid_0's poisson: -93.0277 valid_0's l2: 1848.75
[86] valid_0's poisson: -93.073 valid_0's l2: 1844.7
[87] valid_0's poisson: -93.1286 valid_0's l2: 1840.47
[88] valid_0's poisson: -93.177 valid_0's l2: 1836.3
[89] valid_0's poisson: -93.2271 valid_0's l2: 1832.3
[90] valid_0's poisson: -93.2713 valid_0's l2: 1828.34
[91] valid_0's poisson: -93.3258 valid_0's l2: 1824.18
[92] valid_0's poisson: -93.3729 valid_0's l2: 1820.11
[93] valid_0's poisson: -93.422 valid_0's l2: 1816.18
[94] valid_0's poisson: -93.465 valid_0's l2: 1812.3
[95] valid_0's poisson: -93.5185 valid_0's l2: 1808.22
[96] valid_0's poisson: -93.561 valid_0's l2: 1804.38
[97] valid_0's poisson: -93.6091 valid_0's l2: 1800.53
[98] valid_0's poisson: -93.6522 valid_0's l2: 1796.59
[99] valid_0's poisson: -93.6997 valid_0's l2: 1792.78
[100] valid_0's poisson: -93.7412 valid_0's l2: 1789.01
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2685 valid_0's l2: 2293.5
[2] valid_0's poisson: -87.3602 valid_0's l2: 2286.91
[3] valid_0's poisson: -87.4511 valid_0's l2: 2280.37
[4] valid_0's poisson: -87.5425 valid_0's l2: 2273.77
[5] valid_0's poisson: -87.6331 valid_0's l2: 2267.22
[6] valid_0's poisson: -87.7234 valid_0's l2: 2260.69
[7] valid_0's poisson: -87.8113 valid_0's l2: 2254.34
[8] valid_0's poisson: -87.8996 valid_0's l2: 2247.93
[9] valid_0's poisson: -87.987 valid_0's l2: 2241.57
[10] valid_0's poisson: -88.0743 valid_0's l2: 2235.23
[11] valid_0's poisson: -88.1602 valid_0's l2: 2228.96
[12] valid_0's poisson: -88.2446 valid_0's l2: 2222.83
[13] valid_0's poisson: -88.329 valid_0's l2: 2216.65
[14] valid_0's poisson: -88.4143 valid_0's l2: 2210.34
[15] valid_0's poisson: -88.4983 valid_0's l2: 2204.2
[16] valid_0's poisson: -88.5821 valid_0's l2: 2197.96
[17] valid_0's poisson: -88.6642 valid_0's l2: 2191.96
[18] valid_0's poisson: -88.7466 valid_0's l2: 2185.79
[19] valid_0's poisson: -88.8282 valid_0's l2: 2179.81
[20] valid_0's poisson: -88.9081 valid_0's l2: 2173.89
[21] valid_0's poisson: -88.9884 valid_0's l2: 2167.83
[22] valid_0's poisson: -89.0676 valid_0's l2: 2162.01
[23] valid_0's poisson: -89.1466 valid_0's l2: 2156.02
[24] valid_0's poisson: -89.2247 valid_0's l2: 2150.27
[25] valid_0's poisson: -89.3024 valid_0's l2: 2144.35
[26] valid_0's poisson: -89.3765 valid_0's l2: 2138.84
[27] valid_0's poisson: -89.4528 valid_0's l2: 2132.99
[28] valid_0's poisson: -89.5283 valid_0's l2: 2127.18
[29] valid_0's poisson: -89.6041 valid_0's l2: 2121.58
[30] valid_0's poisson: -89.6783 valid_0's l2: 2115.84
[31] valid_0's poisson: -89.7499 valid_0's l2: 2110.47
[32] valid_0's poisson: -89.8229 valid_0's l2: 2104.8
[33] valid_0's poisson: -89.8951 valid_0's l2: 2099.18
[34] valid_0's poisson: -89.9686 valid_0's l2: 2093.71
[35] valid_0's poisson: -90.0396 valid_0's l2: 2088.15
[36] valid_0's poisson: -90.109 valid_0's l2: 2082.92
[37] valid_0's poisson: -90.1788 valid_0's l2: 2077.43
[38] valid_0's poisson: -90.2479 valid_0's l2: 2071.97
[39] valid_0's poisson: -90.3194 valid_0's l2: 2066.64
[40] valid_0's poisson: -90.385 valid_0's l2: 2061.45
[41] valid_0's poisson: -90.4521 valid_0's l2: 2056.36
[42] valid_0's poisson: -90.519 valid_0's l2: 2051.03
[43] valid_0's poisson: -90.583 valid_0's l2: 2045.94
[44] valid_0's poisson: -90.6525 valid_0's l2: 2040.74
[45] valid_0's poisson: -90.7178 valid_0's l2: 2035.51
[46] valid_0's poisson: -90.7802 valid_0's l2: 2030.52
[47] valid_0's poisson: -90.8485 valid_0's l2: 2025.4
[48] valid_0's poisson: -90.9129 valid_0's l2: 2020.47
[49] valid_0's poisson: -90.9739 valid_0's l2: 2015.55
[50] valid_0's poisson: -91.0367 valid_0's l2: 2010.48
[51] valid_0's poisson: -91.0966 valid_0's l2: 2005.64
[52] valid_0's poisson: -91.1631 valid_0's l2: 2000.65
[53] valid_0's poisson: -91.2255 valid_0's l2: 1995.84
[54] valid_0's poisson: -91.2864 valid_0's l2: 1990.88
[55] valid_0's poisson: -91.3445 valid_0's l2: 1986.15
[56] valid_0's poisson: -91.4042 valid_0's l2: 1981.27
[57] valid_0's poisson: -91.469 valid_0's l2: 1976.4
[58] valid_0's poisson: -91.5257 valid_0's l2: 1971.76
[59] valid_0's poisson: -91.586 valid_0's l2: 1967.09
[60] valid_0's poisson: -91.644 valid_0's l2: 1962.32
[61] valid_0's poisson: -91.6996 valid_0's l2: 1957.76
[62] valid_0's poisson: -91.7627 valid_0's l2: 1953
[63] valid_0's poisson: -91.8193 valid_0's l2: 1948.32
[64] valid_0's poisson: -91.8779 valid_0's l2: 1943.76
[65] valid_0's poisson: -91.9319 valid_0's l2: 1939.31
[66] valid_0's poisson: -91.9872 valid_0's l2: 1934.71
[67] valid_0's poisson: -92.0487 valid_0's l2: 1930.07
[68] valid_0's poisson: -92.1015 valid_0's l2: 1925.7
[69] valid_0's poisson: -92.1584 valid_0's l2: 1921.25
[70] valid_0's poisson: -92.2122 valid_0's l2: 1916.76
[71] valid_0's poisson: -92.2638 valid_0's l2: 1912.48
[72] valid_0's poisson: -92.3237 valid_0's l2: 1907.94
[73] valid_0's poisson: -92.3793 valid_0's l2: 1903.58
[74] valid_0's poisson: -92.4271 valid_0's l2: 1899.42
[75] valid_0's poisson: -92.479 valid_0's l2: 1895.07
[76] valid_0's poisson: -92.5377 valid_0's l2: 1890.62
[77] valid_0's poisson: -92.5921 valid_0's l2: 1886.34
[78] valid_0's poisson: -92.6387 valid_0's l2: 1882.26
[79] valid_0's poisson: -92.6891 valid_0's l2: 1878
[80] valid_0's poisson: -92.7467 valid_0's l2: 1873.64
[81] valid_0's poisson: -92.8 valid_0's l2: 1869.44
[82] valid_0's poisson: -92.8508 valid_0's l2: 1865.28
[83] valid_0's poisson: -92.8959 valid_0's l2: 1861.31
[84] valid_0's poisson: -92.9484 valid_0's l2: 1857.16
[85] valid_0's poisson: -92.997 valid_0's l2: 1853.03
[86] valid_0's poisson: -93.0467 valid_0's l2: 1848.95
[87] valid_0's poisson: -93.0983 valid_0's l2: 1844.87
[88] valid_0's poisson: -93.1475 valid_0's l2: 1840.83
[89] valid_0's poisson: -93.1909 valid_0's l2: 1836.96
[90] valid_0's poisson: -93.2418 valid_0's l2: 1832.93
[91] valid_0's poisson: -93.2859 valid_0's l2: 1828.97
[92] valid_0's poisson: -93.3362 valid_0's l2: 1824.98
[93] valid_0's poisson: -93.3842 valid_0's l2: 1821.03
[94] valid_0's poisson: -93.438 valid_0's l2: 1816.95
[95] valid_0's poisson: -93.4799 valid_0's l2: 1813.19
[96] valid_0's poisson: -93.5293 valid_0's l2: 1809.27
[97] valid_0's poisson: -93.5718 valid_0's l2: 1805.42
[98] valid_0's poisson: -93.6206 valid_0's l2: 1801.54
[99] valid_0's poisson: -93.6671 valid_0's l2: 1797.7
[100] valid_0's poisson: -93.7132 valid_0's l2: 1793.89
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2561 valid_0's l2: 2294.35
[2] valid_0's poisson: -87.3477 valid_0's l2: 2287.71
[3] valid_0's poisson: -87.4385 valid_0's l2: 2281.13
[4] valid_0's poisson: -87.5286 valid_0's l2: 2274.59
[5] valid_0's poisson: -87.6178 valid_0's l2: 2268.11
[6] valid_0's poisson: -87.7062 valid_0's l2: 2261.69
[7] valid_0's poisson: -87.7938 valid_0's l2: 2255.31
[8] valid_0's poisson: -87.8824 valid_0's l2: 2248.86
[9] valid_0's poisson: -87.9701 valid_0's l2: 2242.46
[10] valid_0's poisson: -88.0571 valid_0's l2: 2236.11
[11] valid_0's poisson: -88.1417 valid_0's l2: 2229.93
[12] valid_0's poisson: -88.2271 valid_0's l2: 2223.68
[13] valid_0's poisson: -88.3081 valid_0's l2: 2217.75
[14] valid_0's poisson: -88.3923 valid_0's l2: 2211.58
[15] valid_0's poisson: -88.4744 valid_0's l2: 2205.57
[16] valid_0's poisson: -88.5537 valid_0's l2: 2199.73
[17] valid_0's poisson: -88.6377 valid_0's l2: 2193.46
[18] valid_0's poisson: -88.7196 valid_0's l2: 2187.43
[19] valid_0's poisson: -88.8022 valid_0's l2: 2181.23
[20] valid_0's poisson: -88.8792 valid_0's l2: 2175.52
[21] valid_0's poisson: -88.9603 valid_0's l2: 2169.39
[22] valid_0's poisson: -89.0405 valid_0's l2: 2163.31
[23] valid_0's poisson: -89.1198 valid_0's l2: 2157.28
[24] valid_0's poisson: -89.1987 valid_0's l2: 2151.43
[25] valid_0's poisson: -89.273 valid_0's l2: 2145.87
[26] valid_0's poisson: -89.3504 valid_0's l2: 2139.93
[27] valid_0's poisson: -89.427 valid_0's l2: 2134.04
[28] valid_0's poisson: -89.5028 valid_0's l2: 2128.19
[29] valid_0's poisson: -89.5789 valid_0's l2: 2122.53
[30] valid_0's poisson: -89.6534 valid_0's l2: 2116.76
[31] valid_0's poisson: -89.7247 valid_0's l2: 2111.37
[32] valid_0's poisson: -89.7979 valid_0's l2: 2105.66
[33] valid_0's poisson: -89.8704 valid_0's l2: 2099.99
[34] valid_0's poisson: -89.9443 valid_0's l2: 2094.47
[35] valid_0's poisson: -90.0156 valid_0's l2: 2088.87
[36] valid_0's poisson: -90.0845 valid_0's l2: 2083.62
[37] valid_0's poisson: -90.1546 valid_0's l2: 2078.09
[38] valid_0's poisson: -90.224 valid_0's l2: 2072.6
[39] valid_0's poisson: -90.2958 valid_0's l2: 2067.22
[40] valid_0's poisson: -90.3641 valid_0's l2: 2061.8
[41] valid_0's poisson: -90.4308 valid_0's l2: 2056.68
[42] valid_0's poisson: -90.498 valid_0's l2: 2051.32
[43] valid_0's poisson: -90.5644 valid_0's l2: 2046
[44] valid_0's poisson: -90.6343 valid_0's l2: 2040.75
[45] valid_0's poisson: -90.6997 valid_0's l2: 2035.49
[46] valid_0's poisson: -90.7686 valid_0's l2: 2030.31
[47] valid_0's poisson: -90.8331 valid_0's l2: 2025.12
[48] valid_0's poisson: -90.897 valid_0's l2: 2020.17
[49] valid_0's poisson: -90.9604 valid_0's l2: 2015.04
[50] valid_0's poisson: -91.0232 valid_0's l2: 2009.95
[51] valid_0's poisson: -91.0903 valid_0's l2: 2004.89
[52] valid_0's poisson: -91.1521 valid_0's l2: 1999.86
[53] valid_0's poisson: -91.2141 valid_0's l2: 1995.04
[54] valid_0's poisson: -91.275 valid_0's l2: 1990.07
[55] valid_0's poisson: -91.3353 valid_0's l2: 1985.13
[56] valid_0's poisson: -91.4005 valid_0's l2: 1980.2
[57] valid_0's poisson: -91.4599 valid_0's l2: 1975.32
[58] valid_0's poisson: -91.52 valid_0's l2: 1970.62
[59] valid_0's poisson: -91.5785 valid_0's l2: 1965.81
[60] valid_0's poisson: -91.6348 valid_0's l2: 1961.18
[61] valid_0's poisson: -91.6984 valid_0's l2: 1956.36
[62] valid_0's poisson: -91.7555 valid_0's l2: 1951.64
[63] valid_0's poisson: -91.8139 valid_0's l2: 1947.06
[64] valid_0's poisson: -91.8686 valid_0's l2: 1942.54
[65] valid_0's poisson: -91.9227 valid_0's l2: 1938.06
[66] valid_0's poisson: -91.9847 valid_0's l2: 1933.35
[67] valid_0's poisson: -92.0397 valid_0's l2: 1928.77
[68] valid_0's poisson: -92.0964 valid_0's l2: 1924.3
[69] valid_0's poisson: -92.1491 valid_0's l2: 1919.92
[70] valid_0's poisson: -92.2028 valid_0's l2: 1915.42
[71] valid_0's poisson: -92.2632 valid_0's l2: 1910.83
[72] valid_0's poisson: -92.3147 valid_0's l2: 1906.53
[73] valid_0's poisson: -92.3744 valid_0's l2: 1902
[74] valid_0's poisson: -92.4266 valid_0's l2: 1897.6
[75] valid_0's poisson: -92.4812 valid_0's l2: 1893.28
[76] valid_0's poisson: -92.5287 valid_0's l2: 1889.12
[77] valid_0's poisson: -92.5827 valid_0's l2: 1884.85
[78] valid_0's poisson: -92.6296 valid_0's l2: 1880.73
[79] valid_0's poisson: -92.6876 valid_0's l2: 1876.32
[80] valid_0's poisson: -92.7378 valid_0's l2: 1872.06
[81] valid_0's poisson: -92.7906 valid_0's l2: 1867.87
[82] valid_0's poisson: -92.8363 valid_0's l2: 1863.83
[83] valid_0's poisson: -92.8932 valid_0's l2: 1859.5
[84] valid_0's poisson: -92.9421 valid_0's l2: 1855.34
[85] valid_0's poisson: -92.9938 valid_0's l2: 1851.22
[86] valid_0's poisson: -93.0384 valid_0's l2: 1847.27
[87] valid_0's poisson: -93.0941 valid_0's l2: 1843.03
[88] valid_0's poisson: -93.1418 valid_0's l2: 1838.96
[89] valid_0's poisson: -93.1924 valid_0's l2: 1834.92
[90] valid_0's poisson: -93.2358 valid_0's l2: 1831.04
[91] valid_0's poisson: -93.2905 valid_0's l2: 1826.88
[92] valid_0's poisson: -93.3334 valid_0's l2: 1823.05
[93] valid_0's poisson: -93.383 valid_0's l2: 1819.08
[94] valid_0's poisson: -93.4262 valid_0's l2: 1815.18
[95] valid_0's poisson: -93.4753 valid_0's l2: 1811.24
[96] valid_0's poisson: -93.5233 valid_0's l2: 1807.28
[97] valid_0's poisson: -93.5649 valid_0's l2: 1803.55
[98] valid_0's poisson: -93.6133 valid_0's l2: 1799.67
[99] valid_0's poisson: -93.6552 valid_0's l2: 1795.86
[100] valid_0's poisson: -93.7077 valid_0's l2: 1791.86
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.9429 valid_0's l2: 1556.72
[2] valid_0's poisson: -100.415 valid_0's l2: 1117.11
[3] valid_0's poisson: -103.13 valid_0's l2: 848.61
[4] valid_0's poisson: -104.838 valid_0's l2: 691.117
[5] valid_0's poisson: -106.011 valid_0's l2: 584.38
[6] valid_0's poisson: -106.815 valid_0's l2: 517.132
[7] valid_0's poisson: -107.383 valid_0's l2: 467.861
[8] valid_0's poisson: -107.836 valid_0's l2: 436.413
[9] valid_0's poisson: -108.149 valid_0's l2: 415.974
[10] valid_0's poisson: -108.392 valid_0's l2: 395.901
[11] valid_0's poisson: -108.548 valid_0's l2: 382.956
[12] valid_0's poisson: -108.713 valid_0's l2: 372.872
[13] valid_0's poisson: -108.728 valid_0's l2: 359.358
[14] valid_0's poisson: -108.71 valid_0's l2: 354.041
[15] valid_0's poisson: -108.78 valid_0's l2: 351.188
[16] valid_0's poisson: -108.799 valid_0's l2: 345.96
[17] valid_0's poisson: -108.836 valid_0's l2: 343.267
[18] valid_0's poisson: -108.775 valid_0's l2: 340.599
[19] valid_0's poisson: -108.794 valid_0's l2: 334.972
[20] valid_0's poisson: -108.806 valid_0's l2: 331.091
[21] valid_0's poisson: -108.668 valid_0's l2: 330.287
[22] valid_0's poisson: -108.649 valid_0's l2: 327.79
[23] valid_0's poisson: -108.536 valid_0's l2: 324.507
[24] valid_0's poisson: -108.361 valid_0's l2: 321.22
[25] valid_0's poisson: -108.33 valid_0's l2: 316.344
[26] valid_0's poisson: -108.284 valid_0's l2: 312.959
[27] valid_0's poisson: -108.309 valid_0's l2: 309.317
[28] valid_0's poisson: -108.281 valid_0's l2: 307.45
[29] valid_0's poisson: -108.324 valid_0's l2: 305.937
[30] valid_0's poisson: -108.38 valid_0's l2: 306.074
[31] valid_0's poisson: -108.431 valid_0's l2: 303.137
[32] valid_0's poisson: -108.402 valid_0's l2: 303.084
[33] valid_0's poisson: -108.328 valid_0's l2: 298.937
[34] valid_0's poisson: -108.231 valid_0's l2: 296.938
[35] valid_0's poisson: -108.237 valid_0's l2: 294.593
[36] valid_0's poisson: -108.078 valid_0's l2: 293.972
[37] valid_0's poisson: -108.071 valid_0's l2: 292.434
[38] valid_0's poisson: -108.103 valid_0's l2: 291.892
[39] valid_0's poisson: -108.117 valid_0's l2: 289.596
[40] valid_0's poisson: -108.154 valid_0's l2: 288.989
[41] valid_0's poisson: -108.053 valid_0's l2: 287.535
[42] valid_0's poisson: -108.017 valid_0's l2: 287.002
[43] valid_0's poisson: -107.96 valid_0's l2: 287.026
[44] valid_0's poisson: -107.969 valid_0's l2: 286.848
[45] valid_0's poisson: -108.008 valid_0's l2: 285.819
[46] valid_0's poisson: -108.004 valid_0's l2: 285.869
[47] valid_0's poisson: -108.002 valid_0's l2: 285.984
[48] valid_0's poisson: -107.963 valid_0's l2: 284.538
[49] valid_0's poisson: -107.983 valid_0's l2: 284.175
[50] valid_0's poisson: -107.916 valid_0's l2: 284.103
[51] valid_0's poisson: -107.936 valid_0's l2: 283.954
[52] valid_0's poisson: -107.923 valid_0's l2: 284.076
[53] valid_0's poisson: -107.945 valid_0's l2: 283.978
[54] valid_0's poisson: -107.929 valid_0's l2: 284.312
[55] valid_0's poisson: -107.95 valid_0's l2: 283.372
[56] valid_0's poisson: -108.038 valid_0's l2: 283.188
[57] valid_0's poisson: -108.043 valid_0's l2: 283.208
[58] valid_0's poisson: -108.012 valid_0's l2: 282.998
[59] valid_0's poisson: -107.949 valid_0's l2: 281.194
[60] valid_0's poisson: -107.974 valid_0's l2: 280.913
[61] valid_0's poisson: -107.872 valid_0's l2: 280.963
[62] valid_0's poisson: -107.896 valid_0's l2: 280.34
[63] valid_0's poisson: -107.877 valid_0's l2: 278.603
[64] valid_0's poisson: -107.903 valid_0's l2: 278.228
[65] valid_0's poisson: -107.815 valid_0's l2: 278.043
[66] valid_0's poisson: -107.771 valid_0's l2: 276.675
[67] valid_0's poisson: -107.776 valid_0's l2: 276.577
[68] valid_0's poisson: -107.707 valid_0's l2: 276.391
[69] valid_0's poisson: -107.738 valid_0's l2: 276.606
[70] valid_0's poisson: -107.704 valid_0's l2: 277.134
[71] valid_0's poisson: -107.708 valid_0's l2: 275.713
[72] valid_0's poisson: -107.784 valid_0's l2: 275.005
[73] valid_0's poisson: -107.727 valid_0's l2: 274.605
[74] valid_0's poisson: -107.808 valid_0's l2: 275.183
[75] valid_0's poisson: -107.785 valid_0's l2: 274.532
[76] valid_0's poisson: -107.618 valid_0's l2: 274.796
[77] valid_0's poisson: -107.604 valid_0's l2: 275.644
[78] valid_0's poisson: -107.657 valid_0's l2: 274.6
[79] valid_0's poisson: -107.69 valid_0's l2: 273.747
[80] valid_0's poisson: -107.627 valid_0's l2: 274.172
[81] valid_0's poisson: -107.624 valid_0's l2: 274.08
[82] valid_0's poisson: -107.559 valid_0's l2: 273.42
[83] valid_0's poisson: -107.464 valid_0's l2: 272.718
[84] valid_0's poisson: -107.455 valid_0's l2: 272.276
[85] valid_0's poisson: -107.525 valid_0's l2: 272.551
[86] valid_0's poisson: -107.403 valid_0's l2: 272.006
[87] valid_0's poisson: -107.44 valid_0's l2: 271.205
[88] valid_0's poisson: -107.385 valid_0's l2: 270.977
[89] valid_0's poisson: -107.357 valid_0's l2: 270.984
[90] valid_0's poisson: -107.346 valid_0's l2: 270.84
[91] valid_0's poisson: -107.387 valid_0's l2: 270.646
[92] valid_0's poisson: -107.391 valid_0's l2: 270.553
[93] valid_0's poisson: -107.401 valid_0's l2: 270.5
[94] valid_0's poisson: -107.358 valid_0's l2: 269.921
[95] valid_0's poisson: -107.327 valid_0's l2: 269.648
[96] valid_0's poisson: -107.32 valid_0's l2: 269.474
[97] valid_0's poisson: -107.362 valid_0's l2: 268.974
[98] valid_0's poisson: -107.191 valid_0's l2: 268.758
[99] valid_0's poisson: -107.162 valid_0's l2: 269.04
[100] valid_0's poisson: -107.162 valid_0's l2: 269.128
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.86 valid_0's l2: 1555.15
[2] valid_0's poisson: -100.452 valid_0's l2: 1103.84
[3] valid_0's poisson: -103.089 valid_0's l2: 841.462
[4] valid_0's poisson: -104.783 valid_0's l2: 679.23
[5] valid_0's poisson: -105.945 valid_0's l2: 577.291
[6] valid_0's poisson: -106.785 valid_0's l2: 510.644
[7] valid_0's poisson: -107.423 valid_0's l2: 463.303
[8] valid_0's poisson: -107.838 valid_0's l2: 434.828
[9] valid_0's poisson: -108.137 valid_0's l2: 412.203
[10] valid_0's poisson: -108.401 valid_0's l2: 395.559
[11] valid_0's poisson: -108.582 valid_0's l2: 380.682
[12] valid_0's poisson: -108.602 valid_0's l2: 371.427
[13] valid_0's poisson: -108.687 valid_0's l2: 364.947
[14] valid_0's poisson: -108.657 valid_0's l2: 359.001
[15] valid_0's poisson: -108.713 valid_0's l2: 352.628
[16] valid_0's poisson: -108.71 valid_0's l2: 348.973
[17] valid_0's poisson: -108.728 valid_0's l2: 346.438
[18] valid_0's poisson: -108.687 valid_0's l2: 344.315
[19] valid_0's poisson: -108.672 valid_0's l2: 339.442
[20] valid_0's poisson: -108.656 valid_0's l2: 336.194
[21] valid_0's poisson: -108.559 valid_0's l2: 334.813
[22] valid_0's poisson: -108.623 valid_0's l2: 327.544
[23] valid_0's poisson: -108.509 valid_0's l2: 326.07
[24] valid_0's poisson: -108.37 valid_0's l2: 323.025
[25] valid_0's poisson: -108.348 valid_0's l2: 318.946
[26] valid_0's poisson: -108.302 valid_0's l2: 317.543
[27] valid_0's poisson: -108.168 valid_0's l2: 315.671
[28] valid_0's poisson: -108.16 valid_0's l2: 315.16
[29] valid_0's poisson: -108.083 valid_0's l2: 312.24
[30] valid_0's poisson: -107.972 valid_0's l2: 311.991
[31] valid_0's poisson: -108.017 valid_0's l2: 311.424
[32] valid_0's poisson: -107.959 valid_0's l2: 311.136
[33] valid_0's poisson: -107.931 valid_0's l2: 307.877
[34] valid_0's poisson: -108.026 valid_0's l2: 304.726
[35] valid_0's poisson: -107.915 valid_0's l2: 304.192
[36] valid_0's poisson: -107.911 valid_0's l2: 304.221
[37] valid_0's poisson: -107.84 valid_0's l2: 303.436
[38] valid_0's poisson: -107.854 valid_0's l2: 303.051
[39] valid_0's poisson: -107.912 valid_0's l2: 302.011
[40] valid_0's poisson: -107.917 valid_0's l2: 300.733
[41] valid_0's poisson: -107.847 valid_0's l2: 300.426
[42] valid_0's poisson: -107.849 valid_0's l2: 299.498
[43] valid_0's poisson: -107.86 valid_0's l2: 298.667
[44] valid_0's poisson: -107.621 valid_0's l2: 295.655
[45] valid_0's poisson: -107.6 valid_0's l2: 295.704
[46] valid_0's poisson: -107.663 valid_0's l2: 295.228
[47] valid_0's poisson: -107.612 valid_0's l2: 294.03
[48] valid_0's poisson: -107.581 valid_0's l2: 292.427
[49] valid_0's poisson: -107.578 valid_0's l2: 291.919
[50] valid_0's poisson: -107.591 valid_0's l2: 292.063
[51] valid_0's poisson: -107.594 valid_0's l2: 291.597
[52] valid_0's poisson: -107.653 valid_0's l2: 291.053
[53] valid_0's poisson: -107.565 valid_0's l2: 290.18
[54] valid_0's poisson: -107.515 valid_0's l2: 288.635
[55] valid_0's poisson: -107.668 valid_0's l2: 287.836
[56] valid_0's poisson: -107.61 valid_0's l2: 286.319
[57] valid_0's poisson: -107.547 valid_0's l2: 286.539
[58] valid_0's poisson: -107.549 valid_0's l2: 285.572
[59] valid_0's poisson: -107.53 valid_0's l2: 285.74
[60] valid_0's poisson: -107.535 valid_0's l2: 284.764
[61] valid_0's poisson: -107.564 valid_0's l2: 283.544
[62] valid_0's poisson: -107.589 valid_0's l2: 283.745
[63] valid_0's poisson: -107.566 valid_0's l2: 284.125
[64] valid_0's poisson: -107.579 valid_0's l2: 284.214
[65] valid_0's poisson: -107.556 valid_0's l2: 282.117
[66] valid_0's poisson: -107.538 valid_0's l2: 281.991
[67] valid_0's poisson: -107.531 valid_0's l2: 281.986
[68] valid_0's poisson: -107.613 valid_0's l2: 281.844
[69] valid_0's poisson: -107.686 valid_0's l2: 280.687
[70] valid_0's poisson: -107.678 valid_0's l2: 280.379
[71] valid_0's poisson: -107.65 valid_0's l2: 280.425
[72] valid_0's poisson: -107.641 valid_0's l2: 281.389
[73] valid_0's poisson: -107.3 valid_0's l2: 281.301
[74] valid_0's poisson: -107.391 valid_0's l2: 280.909
[75] valid_0's poisson: -107.386 valid_0's l2: 280.597
[76] valid_0's poisson: -107.376 valid_0's l2: 280.096
[77] valid_0's poisson: -107.474 valid_0's l2: 279.686
[78] valid_0's poisson: -107.263 valid_0's l2: 279.526
[79] valid_0's poisson: -107.254 valid_0's l2: 279.819
[80] valid_0's poisson: -107.12 valid_0's l2: 279.741
[81] valid_0's poisson: -107.119 valid_0's l2: 279.26
[82] valid_0's poisson: -107.134 valid_0's l2: 279.066
[83] valid_0's poisson: -107.159 valid_0's l2: 279.014
[84] valid_0's poisson: -106.974 valid_0's l2: 278.602
[85] valid_0's poisson: -106.94 valid_0's l2: 278.413
[86] valid_0's poisson: -106.88 valid_0's l2: 278.308
[87] valid_0's poisson: -106.884 valid_0's l2: 278.212
[88] valid_0's poisson: -106.878 valid_0's l2: 278.038
[89] valid_0's poisson: -107.021 valid_0's l2: 277.807
[90] valid_0's poisson: -107.021 valid_0's l2: 278.336
[91] valid_0's poisson: -107.021 valid_0's l2: 278.128
[92] valid_0's poisson: -107.063 valid_0's l2: 278.002
[93] valid_0's poisson: -107.043 valid_0's l2: 277.641
[94] valid_0's poisson: -107.117 valid_0's l2: 277.374
[95] valid_0's poisson: -107.113 valid_0's l2: 277.404
[96] valid_0's poisson: -107.09 valid_0's l2: 277.961
[97] valid_0's poisson: -107.014 valid_0's l2: 278.185
[98] valid_0's poisson: -106.987 valid_0's l2: 278.505
[99] valid_0's poisson: -106.992 valid_0's l2: 278.762
[100] valid_0's poisson: -107.068 valid_0's l2: 278.085
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -96.0051 valid_0's l2: 1544.97
[2] valid_0's poisson: -100.498 valid_0's l2: 1097.51
[3] valid_0's poisson: -103.135 valid_0's l2: 831.805
[4] valid_0's poisson: -104.829 valid_0's l2: 669.668
[5] valid_0's poisson: -106.027 valid_0's l2: 567.277
[6] valid_0's poisson: -106.776 valid_0's l2: 505.583
[7] valid_0's poisson: -107.437 valid_0's l2: 457.573
[8] valid_0's poisson: -107.864 valid_0's l2: 424.577
[9] valid_0's poisson: -108.147 valid_0's l2: 404.121
[10] valid_0's poisson: -108.367 valid_0's l2: 389.803
[11] valid_0's poisson: -108.566 valid_0's l2: 372.18
[12] valid_0's poisson: -108.695 valid_0's l2: 360.978
[13] valid_0's poisson: -108.764 valid_0's l2: 354.493
[14] valid_0's poisson: -108.787 valid_0's l2: 347.722
[15] valid_0's poisson: -108.803 valid_0's l2: 342.605
[16] valid_0's poisson: -108.79 valid_0's l2: 336.327
[17] valid_0's poisson: -108.812 valid_0's l2: 333.686
[18] valid_0's poisson: -108.726 valid_0's l2: 331.108
[19] valid_0's poisson: -108.714 valid_0's l2: 329.907
[20] valid_0's poisson: -108.66 valid_0's l2: 327.443
[21] valid_0's poisson: -108.622 valid_0's l2: 325.028
[22] valid_0's poisson: -108.435 valid_0's l2: 320.912
[23] valid_0's poisson: -108.387 valid_0's l2: 320.114
[24] valid_0's poisson: -108.261 valid_0's l2: 319.419
[25] valid_0's poisson: -108.405 valid_0's l2: 318.206
[26] valid_0's poisson: -108.366 valid_0's l2: 316.76
[27] valid_0's poisson: -108.312 valid_0's l2: 314.615
[28] valid_0's poisson: -108.318 valid_0's l2: 312.992
[29] valid_0's poisson: -108.216 valid_0's l2: 311.693
[30] valid_0's poisson: -108.173 valid_0's l2: 310.113
[31] valid_0's poisson: -108.202 valid_0's l2: 309.281
[32] valid_0's poisson: -108.205 valid_0's l2: 307.376
[33] valid_0's poisson: -108.226 valid_0's l2: 306.774
[34] valid_0's poisson: -108.177 valid_0's l2: 306.067
[35] valid_0's poisson: -108.131 valid_0's l2: 303.426
[36] valid_0's poisson: -108.13 valid_0's l2: 303.2
[37] valid_0's poisson: -108.12 valid_0's l2: 300.449
[38] valid_0's poisson: -108.008 valid_0's l2: 298.912
[39] valid_0's poisson: -107.982 valid_0's l2: 298.421
[40] valid_0's poisson: -107.982 valid_0's l2: 297.102
[41] valid_0's poisson: -108.004 valid_0's l2: 297.376
[42] valid_0's poisson: -108.053 valid_0's l2: 296.951
[43] valid_0's poisson: -107.977 valid_0's l2: 295.142
[44] valid_0's poisson: -108.052 valid_0's l2: 294.853
[45] valid_0's poisson: -108.064 valid_0's l2: 293.352
[46] valid_0's poisson: -107.993 valid_0's l2: 290.455
[47] valid_0's poisson: -108.004 valid_0's l2: 289.926
[48] valid_0's poisson: -108.012 valid_0's l2: 290.474
[49] valid_0's poisson: -108.002 valid_0's l2: 289.274
[50] valid_0's poisson: -108.008 valid_0's l2: 287.15
[51] valid_0's poisson: -107.982 valid_0's l2: 287.104
[52] valid_0's poisson: -108.04 valid_0's l2: 286.655
[53] valid_0's poisson: -108.061 valid_0's l2: 285.386
[54] valid_0's poisson: -108.063 valid_0's l2: 282.941
[55] valid_0's poisson: -108.061 valid_0's l2: 282.496
[56] valid_0's poisson: -108.059 valid_0's l2: 282.763
[57] valid_0's poisson: -108.066 valid_0's l2: 281.341
[58] valid_0's poisson: -108.053 valid_0's l2: 279.472
[59] valid_0's poisson: -108.052 valid_0's l2: 278.998
[60] valid_0's poisson: -108.123 valid_0's l2: 278.571
[61] valid_0's poisson: -108.037 valid_0's l2: 278.064
[62] valid_0's poisson: -108.065 valid_0's l2: 276.416
[63] valid_0's poisson: -108.059 valid_0's l2: 276.384
[64] valid_0's poisson: -108.033 valid_0's l2: 275.457
[65] valid_0's poisson: -108.079 valid_0's l2: 275.23
[66] valid_0's poisson: -107.987 valid_0's l2: 273.73
[67] valid_0's poisson: -107.91 valid_0's l2: 273.429
[68] valid_0's poisson: -107.975 valid_0's l2: 273.888
[69] valid_0's poisson: -107.952 valid_0's l2: 274.276
[70] valid_0's poisson: -107.944 valid_0's l2: 274.175
[71] valid_0's poisson: -107.911 valid_0's l2: 274.053
[72] valid_0's poisson: -107.919 valid_0's l2: 273.8
[73] valid_0's poisson: -108.019 valid_0's l2: 273.86
[74] valid_0's poisson: -107.967 valid_0's l2: 273.593
[75] valid_0's poisson: -108.077 valid_0's l2: 273.049
[76] valid_0's poisson: -108.07 valid_0's l2: 272.984
[77] valid_0's poisson: -108.043 valid_0's l2: 272.553
[78] valid_0's poisson: -108.073 valid_0's l2: 271.849
[79] valid_0's poisson: -108.113 valid_0's l2: 270.956
[80] valid_0's poisson: -108.081 valid_0's l2: 270.169
[81] valid_0's poisson: -108.096 valid_0's l2: 269.899
[82] valid_0's poisson: -108.068 valid_0's l2: 269.223
[83] valid_0's poisson: -108.043 valid_0's l2: 269.108
[84] valid_0's poisson: -108.009 valid_0's l2: 268.515
[85] valid_0's poisson: -108.004 valid_0's l2: 268.502
[86] valid_0's poisson: -107.982 valid_0's l2: 268.545
[87] valid_0's poisson: -108.02 valid_0's l2: 268.488
[88] valid_0's poisson: -107.967 valid_0's l2: 268.472
[89] valid_0's poisson: -107.976 valid_0's l2: 267.925
[90] valid_0's poisson: -107.911 valid_0's l2: 267.884
[91] valid_0's poisson: -107.898 valid_0's l2: 267.657
[92] valid_0's poisson: -107.897 valid_0's l2: 267.535
[93] valid_0's poisson: -107.897 valid_0's l2: 267.648
[94] valid_0's poisson: -107.912 valid_0's l2: 267.673
[95] valid_0's poisson: -107.837 valid_0's l2: 267.186
[96] valid_0's poisson: -107.777 valid_0's l2: 267.789
[97] valid_0's poisson: -107.9 valid_0's l2: 266.486
[98] valid_0's poisson: -107.685 valid_0's l2: 265.916
[99] valid_0's poisson: -107.788 valid_0's l2: 265.896
[100] valid_0's poisson: -107.694 valid_0's l2: 265.858
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -96.0575 valid_0's l2: 1542.2
[2] valid_0's poisson: -100.508 valid_0's l2: 1099.01
[3] valid_0's poisson: -103.173 valid_0's l2: 835.772
[4] valid_0's poisson: -104.842 valid_0's l2: 676.374
[5] valid_0's poisson: -106.028 valid_0's l2: 574.613
[6] valid_0's poisson: -106.85 valid_0's l2: 504.734
[7] valid_0's poisson: -107.428 valid_0's l2: 460.613
[8] valid_0's poisson: -107.881 valid_0's l2: 428.957
[9] valid_0's poisson: -108.171 valid_0's l2: 403.747
[10] valid_0's poisson: -108.421 valid_0's l2: 389.97
[11] valid_0's poisson: -108.534 valid_0's l2: 376.15
[12] valid_0's poisson: -108.638 valid_0's l2: 365.367
[13] valid_0's poisson: -108.712 valid_0's l2: 354.165
[14] valid_0's poisson: -108.809 valid_0's l2: 349.024
[15] valid_0's poisson: -108.843 valid_0's l2: 342.709
[16] valid_0's poisson: -108.747 valid_0's l2: 339.062
[17] valid_0's poisson: -108.769 valid_0's l2: 336.897
[18] valid_0's poisson: -108.69 valid_0's l2: 331.935
[19] valid_0's poisson: -108.642 valid_0's l2: 330.686
[20] valid_0's poisson: -108.634 valid_0's l2: 329.519
[21] valid_0's poisson: -108.616 valid_0's l2: 328.456
[22] valid_0's poisson: -108.533 valid_0's l2: 326.465
[23] valid_0's poisson: -108.274 valid_0's l2: 325.04
[24] valid_0's poisson: -108.275 valid_0's l2: 324.958
[25] valid_0's poisson: -108.318 valid_0's l2: 322.036
[26] valid_0's poisson: -108.329 valid_0's l2: 316.528
[27] valid_0's poisson: -108.325 valid_0's l2: 314.159
[28] valid_0's poisson: -108.263 valid_0's l2: 308.874
[29] valid_0's poisson: -108.18 valid_0's l2: 308.038
[30] valid_0's poisson: -108.143 valid_0's l2: 305.088
[31] valid_0's poisson: -108.084 valid_0's l2: 302.785
[32] valid_0's poisson: -108.041 valid_0's l2: 302.416
[33] valid_0's poisson: -108.042 valid_0's l2: 300.211
[34] valid_0's poisson: -108.006 valid_0's l2: 299.86
[35] valid_0's poisson: -108.014 valid_0's l2: 299.142
[36] valid_0's poisson: -107.96 valid_0's l2: 299.474
[37] valid_0's poisson: -108.054 valid_0's l2: 299.025
[38] valid_0's poisson: -108.095 valid_0's l2: 297.213
[39] valid_0's poisson: -107.996 valid_0's l2: 296.558
[40] valid_0's poisson: -108.05 valid_0's l2: 295.307
[41] valid_0's poisson: -108.047 valid_0's l2: 294.274
[42] valid_0's poisson: -108.043 valid_0's l2: 291.672
[43] valid_0's poisson: -108.018 valid_0's l2: 290.372
[44] valid_0's poisson: -107.976 valid_0's l2: 289.515
[45] valid_0's poisson: -107.942 valid_0's l2: 288.999
[46] valid_0's poisson: -107.868 valid_0's l2: 288.471
[47] valid_0's poisson: -107.742 valid_0's l2: 287.888
[48] valid_0's poisson: -107.709 valid_0's l2: 288.011
[49] valid_0's poisson: -107.687 valid_0's l2: 287.773
[50] valid_0's poisson: -107.629 valid_0's l2: 287.629
[51] valid_0's poisson: -107.751 valid_0's l2: 287.51
[52] valid_0's poisson: -107.77 valid_0's l2: 285.165
[53] valid_0's poisson: -107.663 valid_0's l2: 285.355
[54] valid_0's poisson: -107.68 valid_0's l2: 284.418
[55] valid_0's poisson: -107.673 valid_0's l2: 283.364
[56] valid_0's poisson: -107.572 valid_0's l2: 282.981
[57] valid_0's poisson: -107.569 valid_0's l2: 283.038
[58] valid_0's poisson: -107.574 valid_0's l2: 283.193
[59] valid_0's poisson: -107.604 valid_0's l2: 281.212
[60] valid_0's poisson: -107.567 valid_0's l2: 280.367
[61] valid_0's poisson: -107.565 valid_0's l2: 280.132
[62] valid_0's poisson: -107.493 valid_0's l2: 280.054
[63] valid_0's poisson: -107.515 valid_0's l2: 279.907
[64] valid_0's poisson: -107.518 valid_0's l2: 279.18
[65] valid_0's poisson: -107.616 valid_0's l2: 277.708
[66] valid_0's poisson: -107.597 valid_0's l2: 277.722
[67] valid_0's poisson: -107.509 valid_0's l2: 277.735
[68] valid_0's poisson: -107.446 valid_0's l2: 277.518
[69] valid_0's poisson: -107.425 valid_0's l2: 276.833
[70] valid_0's poisson: -107.414 valid_0's l2: 276.859
[71] valid_0's poisson: -107.409 valid_0's l2: 276.753
[72] valid_0's poisson: -107.394 valid_0's l2: 274.983
[73] valid_0's poisson: -107.502 valid_0's l2: 274.442
[74] valid_0's poisson: -107.497 valid_0's l2: 273.546
[75] valid_0's poisson: -107.482 valid_0's l2: 273.019
[76] valid_0's poisson: -107.453 valid_0's l2: 272.504
[77] valid_0's poisson: -107.423 valid_0's l2: 271.763
[78] valid_0's poisson: -107.431 valid_0's l2: 270.643
[79] valid_0's poisson: -107.421 valid_0's l2: 270.513
[80] valid_0's poisson: -107.429 valid_0's l2: 270.665
[81] valid_0's poisson: -107.455 valid_0's l2: 270.34
[82] valid_0's poisson: -107.426 valid_0's l2: 269.334
[83] valid_0's poisson: -107.482 valid_0's l2: 268.551
[84] valid_0's poisson: -107.429 valid_0's l2: 268.217
[85] valid_0's poisson: -107.363 valid_0's l2: 268.078
[86] valid_0's poisson: -107.349 valid_0's l2: 268.007
[87] valid_0's poisson: -107.401 valid_0's l2: 268.152
[88] valid_0's poisson: -107.374 valid_0's l2: 267.89
[89] valid_0's poisson: -107.398 valid_0's l2: 268.064
[90] valid_0's poisson: -107.407 valid_0's l2: 267.934
[91] valid_0's poisson: -107.093 valid_0's l2: 267.917
[92] valid_0's poisson: -107.083 valid_0's l2: 266.867
[93] valid_0's poisson: -107.067 valid_0's l2: 266.418
[94] valid_0's poisson: -107.037 valid_0's l2: 266.537
[95] valid_0's poisson: -107.109 valid_0's l2: 266.373
[96] valid_0's poisson: -107.144 valid_0's l2: 265.703
[97] valid_0's poisson: -107.145 valid_0's l2: 265.664
[98] valid_0's poisson: -107.207 valid_0's l2: 265.629
[99] valid_0's poisson: -107.207 valid_0's l2: 265.704
[100] valid_0's poisson: -107.068 valid_0's l2: 265.588
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.9723 valid_0's l2: 1548.05
[2] valid_0's poisson: -100.455 valid_0's l2: 1102.24
[3] valid_0's poisson: -103.186 valid_0's l2: 834.391
[4] valid_0's poisson: -104.883 valid_0's l2: 669.197
[5] valid_0's poisson: -106.065 valid_0's l2: 573.572
[6] valid_0's poisson: -106.827 valid_0's l2: 509.435
[7] valid_0's poisson: -107.441 valid_0's l2: 468.602
[8] valid_0's poisson: -107.882 valid_0's l2: 434.217
[9] valid_0's poisson: -108.193 valid_0's l2: 411.349
[10] valid_0's poisson: -108.366 valid_0's l2: 398.513
[11] valid_0's poisson: -108.552 valid_0's l2: 382.031
[12] valid_0's poisson: -108.647 valid_0's l2: 371.238
[13] valid_0's poisson: -108.724 valid_0's l2: 358.442
[14] valid_0's poisson: -108.802 valid_0's l2: 353.594
[15] valid_0's poisson: -108.836 valid_0's l2: 346.886
[16] valid_0's poisson: -108.85 valid_0's l2: 344.309
[17] valid_0's poisson: -108.869 valid_0's l2: 341.311
[18] valid_0's poisson: -108.83 valid_0's l2: 339.355
[19] valid_0's poisson: -108.687 valid_0's l2: 337.132
[20] valid_0's poisson: -108.647 valid_0's l2: 334.813
[21] valid_0's poisson: -108.543 valid_0's l2: 332.81
[22] valid_0's poisson: -108.444 valid_0's l2: 330.178
[23] valid_0's poisson: -108.428 valid_0's l2: 328.954
[24] valid_0's poisson: -108.318 valid_0's l2: 325.49
[25] valid_0's poisson: -108.256 valid_0's l2: 324.471
[26] valid_0's poisson: -108.152 valid_0's l2: 322.471
[27] valid_0's poisson: -108.205 valid_0's l2: 318.721
[28] valid_0's poisson: -108.11 valid_0's l2: 316.386
[29] valid_0's poisson: -108.16 valid_0's l2: 314.702
[30] valid_0's poisson: -108.012 valid_0's l2: 314.472
[31] valid_0's poisson: -108.01 valid_0's l2: 313.325
[32] valid_0's poisson: -108.045 valid_0's l2: 309.726
[33] valid_0's poisson: -107.989 valid_0's l2: 310.039
[34] valid_0's poisson: -107.963 valid_0's l2: 306.52
[35] valid_0's poisson: -107.918 valid_0's l2: 306.29
[36] valid_0's poisson: -107.838 valid_0's l2: 305.562
[37] valid_0's poisson: -107.91 valid_0's l2: 304.225
[38] valid_0's poisson: -107.822 valid_0's l2: 303.115
[39] valid_0's poisson: -107.844 valid_0's l2: 302.332
[40] valid_0's poisson: -107.839 valid_0's l2: 302.596
[41] valid_0's poisson: -107.649 valid_0's l2: 302.025
[42] valid_0's poisson: -107.718 valid_0's l2: 301.855
[43] valid_0's poisson: -107.686 valid_0's l2: 301.038
[44] valid_0's poisson: -107.891 valid_0's l2: 299.328
[45] valid_0's poisson: -107.855 valid_0's l2: 297.608
[46] valid_0's poisson: -107.819 valid_0's l2: 298.071
[47] valid_0's poisson: -107.826 valid_0's l2: 297.94
[48] valid_0's poisson: -107.757 valid_0's l2: 297.2
[49] valid_0's poisson: -107.74 valid_0's l2: 297.169
[50] valid_0's poisson: -107.741 valid_0's l2: 296.412
[51] valid_0's poisson: -107.737 valid_0's l2: 294.329
[52] valid_0's poisson: -107.503 valid_0's l2: 293.828
[53] valid_0's poisson: -107.522 valid_0's l2: 293.703
[54] valid_0's poisson: -107.517 valid_0's l2: 293.754
[55] valid_0's poisson: -107.492 valid_0's l2: 293.111
[56] valid_0's poisson: -107.411 valid_0's l2: 293.271
[57] valid_0's poisson: -107.47 valid_0's l2: 292.067
[58] valid_0's poisson: -107.459 valid_0's l2: 292.106
[59] valid_0's poisson: -107.412 valid_0's l2: 292.031
[60] valid_0's poisson: -107.377 valid_0's l2: 290.404
[61] valid_0's poisson: -107.329 valid_0's l2: 290.57
[62] valid_0's poisson: -107.327 valid_0's l2: 288.99
[63] valid_0's poisson: -107.242 valid_0's l2: 287.779
[64] valid_0's poisson: -107.391 valid_0's l2: 286.486
[65] valid_0's poisson: -107.39 valid_0's l2: 285.989
[66] valid_0's poisson: -107.389 valid_0's l2: 286.14
[67] valid_0's poisson: -107.47 valid_0's l2: 284.728
[68] valid_0's poisson: -107.456 valid_0's l2: 284.781
[69] valid_0's poisson: -107.461 valid_0's l2: 284.235
[70] valid_0's poisson: -107.373 valid_0's l2: 284.103
[71] valid_0's poisson: -107.37 valid_0's l2: 284.346
[72] valid_0's poisson: -107.326 valid_0's l2: 284.559
[73] valid_0's poisson: -107.415 valid_0's l2: 283.718
[74] valid_0's poisson: -107.295 valid_0's l2: 282.737
[75] valid_0's poisson: -107.301 valid_0's l2: 282.551
[76] valid_0's poisson: -107.258 valid_0's l2: 281.554
[77] valid_0's poisson: -107.249 valid_0's l2: 281.744
[78] valid_0's poisson: -107.239 valid_0's l2: 281.319
[79] valid_0's poisson: -107.215 valid_0's l2: 281.231
[80] valid_0's poisson: -107.265 valid_0's l2: 280.632
[81] valid_0's poisson: -107.197 valid_0's l2: 280.459
[82] valid_0's poisson: -106.809 valid_0's l2: 280.359
[83] valid_0's poisson: -106.834 valid_0's l2: 280.059
[84] valid_0's poisson: -106.894 valid_0's l2: 280.12
[85] valid_0's poisson: -106.792 valid_0's l2: 279.912
[86] valid_0's poisson: -106.821 valid_0's l2: 280.097
[87] valid_0's poisson: -106.909 valid_0's l2: 279.903
[88] valid_0's poisson: -106.971 valid_0's l2: 279.35
[89] valid_0's poisson: -106.87 valid_0's l2: 277.946
[90] valid_0's poisson: -106.871 valid_0's l2: 277.043
[91] valid_0's poisson: -106.797 valid_0's l2: 276.924
[92] valid_0's poisson: -106.824 valid_0's l2: 276.845
[93] valid_0's poisson: -106.821 valid_0's l2: 276.749
[94] valid_0's poisson: -106.83 valid_0's l2: 276.269
[95] valid_0's poisson: -106.84 valid_0's l2: 275.797
[96] valid_0's poisson: -106.848 valid_0's l2: 275.274
[97] valid_0's poisson: -106.846 valid_0's l2: 275.147
[98] valid_0's poisson: -106.841 valid_0's l2: 275.209
[99] valid_0's poisson: -106.646 valid_0's l2: 273.881
[100] valid_0's poisson: -106.622 valid_0's l2: 273.652
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -88.5787 valid_0's l2: 2198.72
[2] valid_0's poisson: -89.8103 valid_0's l2: 2108.76
[3] valid_0's poisson: -90.9727 valid_0's l2: 2018.2
[4] valid_0's poisson: -91.9672 valid_0's l2: 1941.8
[5] valid_0's poisson: -92.8627 valid_0's l2: 1867.17
[6] valid_0's poisson: -93.5808 valid_0's l2: 1803.43
[7] valid_0's poisson: -94.3998 valid_0's l2: 1741.46
[8] valid_0's poisson: -95.1 valid_0's l2: 1685.26
[9] valid_0's poisson: -95.6494 valid_0's l2: 1634.45
[10] valid_0's poisson: -96.2352 valid_0's l2: 1587.1
[11] valid_0's poisson: -96.7095 valid_0's l2: 1542.31
[12] valid_0's poisson: -97.286 valid_0's l2: 1499.64
[13] valid_0's poisson: -97.6695 valid_0's l2: 1461.99
[14] valid_0's poisson: -98.1833 valid_0's l2: 1423.26
[15] valid_0's poisson: -98.6092 valid_0's l2: 1388.26
[16] valid_0's poisson: -99.0035 valid_0's l2: 1357.06
[17] valid_0's poisson: -99.3692 valid_0's l2: 1327.33
[18] valid_0's poisson: -99.6358 valid_0's l2: 1301.46
[19] valid_0's poisson: -100.016 valid_0's l2: 1273.34
[20] valid_0's poisson: -100.26 valid_0's l2: 1250.46
[21] valid_0's poisson: -100.548 valid_0's l2: 1224.53
[22] valid_0's poisson: -100.836 valid_0's l2: 1199.89
[23] valid_0's poisson: -101.084 valid_0's l2: 1177.56
[24] valid_0's poisson: -101.332 valid_0's l2: 1156.37
[25] valid_0's poisson: -101.593 valid_0's l2: 1136.9
[26] valid_0's poisson: -101.795 valid_0's l2: 1118.12
[27] valid_0's poisson: -101.986 valid_0's l2: 1100.62
[28] valid_0's poisson: -102.186 valid_0's l2: 1084.2
[29] valid_0's poisson: -102.354 valid_0's l2: 1068.96
[30] valid_0's poisson: -102.505 valid_0's l2: 1054.03
[31] valid_0's poisson: -102.747 valid_0's l2: 1035.79
[32] valid_0's poisson: -102.861 valid_0's l2: 1022.92
[33] valid_0's poisson: -103.075 valid_0's l2: 1007.22
[34] valid_0's poisson: -103.213 valid_0's l2: 994.743
[35] valid_0's poisson: -103.337 valid_0's l2: 982.378
[36] valid_0's poisson: -103.479 valid_0's l2: 971.523
[37] valid_0's poisson: -103.633 valid_0's l2: 958.323
[38] valid_0's poisson: -103.71 valid_0's l2: 948.267
[39] valid_0's poisson: -103.87 valid_0's l2: 938.028
[40] valid_0's poisson: -103.955 valid_0's l2: 929.417
[41] valid_0's poisson: -104.068 valid_0's l2: 920.073
[42] valid_0's poisson: -104.185 valid_0's l2: 910.508
[43] valid_0's poisson: -104.269 valid_0's l2: 901.612
[44] valid_0's poisson: -104.396 valid_0's l2: 893.612
[45] valid_0's poisson: -104.503 valid_0's l2: 884.293
[46] valid_0's poisson: -104.59 valid_0's l2: 875.886
[47] valid_0's poisson: -104.674 valid_0's l2: 868.607
[48] valid_0's poisson: -104.738 valid_0's l2: 861.732
[49] valid_0's poisson: -104.785 valid_0's l2: 854.327
[50] valid_0's poisson: -104.831 valid_0's l2: 848.648
[51] valid_0's poisson: -104.895 valid_0's l2: 841.904
[52] valid_0's poisson: -104.814 valid_0's l2: 834.676
[53] valid_0's poisson: -104.851 valid_0's l2: 829.577
[54] valid_0's poisson: -104.769 valid_0's l2: 823.608
[55] valid_0's poisson: -104.79 valid_0's l2: 818.534
[56] valid_0's poisson: -104.793 valid_0's l2: 812.814
[57] valid_0's poisson: -104.591 valid_0's l2: 808.75
[58] valid_0's poisson: -104.559 valid_0's l2: 803.298
[59] valid_0's poisson: -104.465 valid_0's l2: 798.793
[60] valid_0's poisson: -104.469 valid_0's l2: 794.423
[61] valid_0's poisson: -104.428 valid_0's l2: 790.535
[62] valid_0's poisson: -104.448 valid_0's l2: 785.789
[63] valid_0's poisson: -104.103 valid_0's l2: 781.65
[64] valid_0's poisson: -104.068 valid_0's l2: 776.782
[65] valid_0's poisson: -103.858 valid_0's l2: 772.311
[66] valid_0's poisson: -103.875 valid_0's l2: 769.09
[67] valid_0's poisson: -103.911 valid_0's l2: 766.331
[68] valid_0's poisson: -103.848 valid_0's l2: 763.944
[69] valid_0's poisson: -103.784 valid_0's l2: 760.042
[70] valid_0's poisson: -103.596 valid_0's l2: 756.017
[71] valid_0's poisson: -103.6 valid_0's l2: 752.173
[72] valid_0's poisson: -103.537 valid_0's l2: 749.339
[73] valid_0's poisson: -103.459 valid_0's l2: 747.068
[74] valid_0's poisson: -103.343 valid_0's l2: 744.059
[75] valid_0's poisson: -103.282 valid_0's l2: 741.723
[76] valid_0's poisson: -103.267 valid_0's l2: 738.368
[77] valid_0's poisson: -103.242 valid_0's l2: 735.715
[78] valid_0's poisson: -103.121 valid_0's l2: 733.782
[79] valid_0's poisson: -103.126 valid_0's l2: 731.036
[80] valid_0's poisson: -103.14 valid_0's l2: 727.936
[81] valid_0's poisson: -103.09 valid_0's l2: 725.156
[82] valid_0's poisson: -103.067 valid_0's l2: 723.331
[83] valid_0's poisson: -103.008 valid_0's l2: 721.283
[84] valid_0's poisson: -102.996 valid_0's l2: 718.82
[85] valid_0's poisson: -102.988 valid_0's l2: 716.291
[86] valid_0's poisson: -102.899 valid_0's l2: 714.891
[87] valid_0's poisson: -102.903 valid_0's l2: 712.391
[88] valid_0's poisson: -102.903 valid_0's l2: 710.945
[89] valid_0's poisson: -102.903 valid_0's l2: 708.078
[90] valid_0's poisson: -102.803 valid_0's l2: 707.044
[91] valid_0's poisson: -102.791 valid_0's l2: 705.383
[92] valid_0's poisson: -102.765 valid_0's l2: 704.258
[93] valid_0's poisson: -102.795 valid_0's l2: 702.966
[94] valid_0's poisson: -102.772 valid_0's l2: 701.287
[95] valid_0's poisson: -102.744 valid_0's l2: 699.262
[96] valid_0's poisson: -102.617 valid_0's l2: 698.285
[97] valid_0's poisson: -102.566 valid_0's l2: 696.222
[98] valid_0's poisson: -102.513 valid_0's l2: 695.128
[99] valid_0's poisson: -102.469 valid_0's l2: 693.127
[100] valid_0's poisson: -102.344 valid_0's l2: 691.957
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -88.5926 valid_0's l2: 2194.78
[2] valid_0's poisson: -89.912 valid_0's l2: 2096.84
[3] valid_0's poisson: -90.9896 valid_0's l2: 2010.5
[4] valid_0's poisson: -92.0558 valid_0's l2: 1929.58
[5] valid_0's poisson: -92.9614 valid_0's l2: 1858.48
[6] valid_0's poisson: -93.6911 valid_0's l2: 1792.84
[7] valid_0's poisson: -94.5053 valid_0's l2: 1730.94
[8] valid_0's poisson: -95.0882 valid_0's l2: 1676.63
[9] valid_0's poisson: -95.7513 valid_0's l2: 1622.73
[10] valid_0's poisson: -96.3258 valid_0's l2: 1575.1
[11] valid_0's poisson: -96.8895 valid_0's l2: 1529.36
[12] valid_0's poisson: -97.3138 valid_0's l2: 1489.22
[13] valid_0's poisson: -97.7875 valid_0's l2: 1451.73
[14] valid_0's poisson: -98.2301 valid_0's l2: 1415.09
[15] valid_0's poisson: -98.56 valid_0's l2: 1383.76
[16] valid_0's poisson: -99.0277 valid_0's l2: 1348.49
[17] valid_0's poisson: -99.314 valid_0's l2: 1320.03
[18] valid_0's poisson: -99.7023 valid_0's l2: 1292.33
[19] valid_0's poisson: -100.039 valid_0's l2: 1263.65
[20] valid_0's poisson: -100.362 valid_0's l2: 1237.8
[21] valid_0's poisson: -100.636 valid_0's l2: 1212.81
[22] valid_0's poisson: -100.886 valid_0's l2: 1189.97
[23] valid_0's poisson: -101.129 valid_0's l2: 1168.96
[24] valid_0's poisson: -101.422 valid_0's l2: 1146.82
[25] valid_0's poisson: -101.664 valid_0's l2: 1126.27
[26] valid_0's poisson: -101.863 valid_0's l2: 1107.98
[27] valid_0's poisson: -102.049 valid_0's l2: 1090.73
[28] valid_0's poisson: -102.17 valid_0's l2: 1075.79
[29] valid_0's poisson: -102.404 valid_0's l2: 1057.4
[30] valid_0's poisson: -102.562 valid_0's l2: 1042.74
[31] valid_0's poisson: -102.737 valid_0's l2: 1029.43
[32] valid_0's poisson: -102.968 valid_0's l2: 1012.45
[33] valid_0's poisson: -103.12 valid_0's l2: 998.996
[34] valid_0's poisson: -103.222 valid_0's l2: 987.049
[35] valid_0's poisson: -103.339 valid_0's l2: 975.201
[36] valid_0's poisson: -103.531 valid_0's l2: 961.267
[37] valid_0's poisson: -103.624 valid_0's l2: 952.026
[38] valid_0's poisson: -103.796 valid_0's l2: 940.869
[39] valid_0's poisson: -103.927 valid_0's l2: 930.154
[40] valid_0's poisson: -104.015 valid_0's l2: 920.765
[41] valid_0's poisson: -104.133 valid_0's l2: 910.845
[42] valid_0's poisson: -104.242 valid_0's l2: 901.779
[43] valid_0's poisson: -104.337 valid_0's l2: 892.341
[44] valid_0's poisson: -104.44 valid_0's l2: 883.083
[45] valid_0's poisson: -104.505 valid_0's l2: 875.114
[46] valid_0's poisson: -104.562 valid_0's l2: 866.99
[47] valid_0's poisson: -104.62 valid_0's l2: 860.144
[48] valid_0's poisson: -104.657 valid_0's l2: 853.881
[49] valid_0's poisson: -104.727 valid_0's l2: 847.346
[50] valid_0's poisson: -104.778 valid_0's l2: 840.027
[51] valid_0's poisson: -104.84 valid_0's l2: 832.391
[52] valid_0's poisson: -104.852 valid_0's l2: 826.795
[53] valid_0's poisson: -104.834 valid_0's l2: 819.976
[54] valid_0's poisson: -104.876 valid_0's l2: 813.691
[55] valid_0's poisson: -104.68 valid_0's l2: 809.168
[56] valid_0's poisson: -104.571 valid_0's l2: 804.098
[57] valid_0's poisson: -104.555 valid_0's l2: 799.796
[58] valid_0's poisson: -104.546 valid_0's l2: 794.693
[59] valid_0's poisson: -104.609 valid_0's l2: 789.405
[60] valid_0's poisson: -104.625 valid_0's l2: 783.828
[61] valid_0's poisson: -104.518 valid_0's l2: 780
[62] valid_0's poisson: -104.39 valid_0's l2: 774.775
[63] valid_0's poisson: -104.291 valid_0's l2: 770.822
[64] valid_0's poisson: -104.081 valid_0's l2: 767.109
[65] valid_0's poisson: -104.083 valid_0's l2: 762.644
[66] valid_0's poisson: -104.105 valid_0's l2: 758.261
[67] valid_0's poisson: -103.887 valid_0's l2: 755.509
[68] valid_0's poisson: -103.827 valid_0's l2: 752.5
[69] valid_0's poisson: -103.826 valid_0's l2: 749.01
[70] valid_0's poisson: -103.777 valid_0's l2: 745.437
[71] valid_0's poisson: -103.718 valid_0's l2: 742.99
[72] valid_0's poisson: -103.561 valid_0's l2: 740.283
[73] valid_0's poisson: -103.443 valid_0's l2: 736.7
[74] valid_0's poisson: -103.461 valid_0's l2: 733.727
[75] valid_0's poisson: -103.29 valid_0's l2: 730.837
[76] valid_0's poisson: -103.402 valid_0's l2: 728.75
[77] valid_0's poisson: -103.301 valid_0's l2: 726.426
[78] valid_0's poisson: -103.123 valid_0's l2: 723.505
[79] valid_0's poisson: -103.146 valid_0's l2: 720.597
[80] valid_0's poisson: -103.142 valid_0's l2: 718.197
[81] valid_0's poisson: -103.115 valid_0's l2: 715.617
[82] valid_0's poisson: -103.036 valid_0's l2: 713.828
[83] valid_0's poisson: -103.032 valid_0's l2: 712.712
[84] valid_0's poisson: -102.858 valid_0's l2: 710.004
[85] valid_0's poisson: -102.839 valid_0's l2: 707.636
[86] valid_0's poisson: -102.764 valid_0's l2: 706.489
[87] valid_0's poisson: -102.716 valid_0's l2: 705.018
[88] valid_0's poisson: -102.694 valid_0's l2: 702.888
[89] valid_0's poisson: -102.681 valid_0's l2: 701.963
[90] valid_0's poisson: -102.372 valid_0's l2: 700.322
[91] valid_0's poisson: -102.36 valid_0's l2: 698.095
[92] valid_0's poisson: -102.325 valid_0's l2: 695.695
[93] valid_0's poisson: -102.313 valid_0's l2: 694.792
[94] valid_0's poisson: -102.119 valid_0's l2: 693.051
[95] valid_0's poisson: -102.114 valid_0's l2: 692.268
[96] valid_0's poisson: -102.143 valid_0's l2: 690.997
[97] valid_0's poisson: -102.054 valid_0's l2: 689.528
[98] valid_0's poisson: -102.098 valid_0's l2: 688.723
[99] valid_0's poisson: -102.007 valid_0's l2: 686.843
[100] valid_0's poisson: -101.946 valid_0's l2: 684.833
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -88.5972 valid_0's l2: 2196.95
[2] valid_0's poisson: -89.805 valid_0's l2: 2107.24
[3] valid_0's poisson: -90.9737 valid_0's l2: 2014.64
[4] valid_0's poisson: -91.9275 valid_0's l2: 1936.1
[5] valid_0's poisson: -92.9147 valid_0's l2: 1861.05
[6] valid_0's poisson: -93.7034 valid_0's l2: 1793.36
[7] valid_0's poisson: -94.439 valid_0's l2: 1734.29
[8] valid_0's poisson: -95.145 valid_0's l2: 1675.46
[9] valid_0's poisson: -95.7039 valid_0's l2: 1622.44
[10] valid_0's poisson: -96.2904 valid_0's l2: 1574.77
[11] valid_0's poisson: -96.8385 valid_0's l2: 1528.83
[12] valid_0's poisson: -97.2579 valid_0's l2: 1488.7
[13] valid_0's poisson: -97.7324 valid_0's l2: 1451.03
[14] valid_0's poisson: -98.0959 valid_0's l2: 1415.85
[15] valid_0's poisson: -98.5905 valid_0's l2: 1378.38
[16] valid_0's poisson: -99.0504 valid_0's l2: 1344.98
[17] valid_0's poisson: -99.3342 valid_0's l2: 1317.12
[18] valid_0's poisson: -99.7414 valid_0's l2: 1286.82
[19] valid_0's poisson: -100.065 valid_0's l2: 1261.13
[20] valid_0's poisson: -100.386 valid_0's l2: 1233.96
[21] valid_0's poisson: -100.683 valid_0's l2: 1208.49
[22] valid_0's poisson: -100.917 valid_0's l2: 1186.11
[23] valid_0's poisson: -101.172 valid_0's l2: 1164.04
[24] valid_0's poisson: -101.412 valid_0's l2: 1143.59
[25] valid_0's poisson: -101.612 valid_0's l2: 1123.98
[26] valid_0's poisson: -101.795 valid_0's l2: 1106.47
[27] valid_0's poisson: -102.04 valid_0's l2: 1087.8
[28] valid_0's poisson: -102.232 valid_0's l2: 1071.62
[29] valid_0's poisson: -102.391 valid_0's l2: 1055.85
[30] valid_0's poisson: -102.569 valid_0's l2: 1039.45
[31] valid_0's poisson: -102.77 valid_0's l2: 1024.22
[32] valid_0's poisson: -102.878 valid_0's l2: 1011.75
[33] valid_0's poisson: -103.091 valid_0's l2: 996.229
[34] valid_0's poisson: -103.284 valid_0's l2: 983.117
[35] valid_0's poisson: -103.419 valid_0's l2: 971.272
[36] valid_0's poisson: -103.569 valid_0's l2: 959.126
[37] valid_0's poisson: -103.653 valid_0's l2: 948.433
[38] valid_0's poisson: -103.726 valid_0's l2: 938.751
[39] valid_0's poisson: -103.838 valid_0's l2: 928.563
[40] valid_0's poisson: -103.977 valid_0's l2: 918.816
[41] valid_0's poisson: -104.106 valid_0's l2: 907.641
[42] valid_0's poisson: -104.243 valid_0's l2: 898.473
[43] valid_0's poisson: -104.35 valid_0's l2: 889.518
[44] valid_0's poisson: -104.434 valid_0's l2: 880.836
[45] valid_0's poisson: -104.499 valid_0's l2: 873.115
[46] valid_0's poisson: -104.586 valid_0's l2: 865.213
[47] valid_0's poisson: -104.589 valid_0's l2: 857.405
[48] valid_0's poisson: -104.569 valid_0's l2: 850.058
[49] valid_0's poisson: -104.623 valid_0's l2: 843.695
[50] valid_0's poisson: -104.675 valid_0's l2: 837.235
[51] valid_0's poisson: -104.711 valid_0's l2: 830.607
[52] valid_0's poisson: -104.671 valid_0's l2: 823.329
[53] valid_0's poisson: -104.581 valid_0's l2: 817.303
[54] valid_0's poisson: -104.596 valid_0's l2: 811.866
[55] valid_0's poisson: -104.633 valid_0's l2: 805.802
[56] valid_0's poisson: -104.693 valid_0's l2: 801.046
[57] valid_0's poisson: -104.693 valid_0's l2: 796.355
[58] valid_0's poisson: -104.543 valid_0's l2: 792.317
[59] valid_0's poisson: -104.546 valid_0's l2: 787.858
[60] valid_0's poisson: -104.577 valid_0's l2: 783.242
[61] valid_0's poisson: -104.374 valid_0's l2: 778.785
[62] valid_0's poisson: -104.14 valid_0's l2: 773.947
[63] valid_0's poisson: -104.046 valid_0's l2: 769.111
[64] valid_0's poisson: -104.068 valid_0's l2: 764.403
[65] valid_0's poisson: -103.983 valid_0's l2: 760.37
[66] valid_0's poisson: -103.996 valid_0's l2: 757.646
[67] valid_0's poisson: -103.998 valid_0's l2: 754.004
[68] valid_0's poisson: -103.972 valid_0's l2: 750.375
[69] valid_0's poisson: -103.596 valid_0's l2: 746.624
[70] valid_0's poisson: -103.315 valid_0's l2: 743.019
[71] valid_0's poisson: -103.315 valid_0's l2: 739.897
[72] valid_0's poisson: -103.291 valid_0's l2: 737.586
[73] valid_0's poisson: -103.314 valid_0's l2: 734.424
[74] valid_0's poisson: -103.281 valid_0's l2: 731.992
[75] valid_0's poisson: -103.281 valid_0's l2: 729.377
[76] valid_0's poisson: -103.172 valid_0's l2: 726.542
[77] valid_0's poisson: -103.161 valid_0's l2: 724.911
[78] valid_0's poisson: -102.91 valid_0's l2: 722.961
[79] valid_0's poisson: -102.746 valid_0's l2: 720.865
[80] valid_0's poisson: -102.718 valid_0's l2: 719.284
[81] valid_0's poisson: -102.654 valid_0's l2: 716.297
[82] valid_0's poisson: -102.659 valid_0's l2: 713.576
[83] valid_0's poisson: -102.652 valid_0's l2: 710.604
[84] valid_0's poisson: -102.67 valid_0's l2: 708.899
[85] valid_0's poisson: -102.689 valid_0's l2: 707.57
[86] valid_0's poisson: -102.677 valid_0's l2: 705.515
[87] valid_0's poisson: -102.663 valid_0's l2: 703.541
[88] valid_0's poisson: -102.519 valid_0's l2: 702.413
[89] valid_0's poisson: -102.422 valid_0's l2: 700.017
[90] valid_0's poisson: -102.594 valid_0's l2: 698.62
[91] valid_0's poisson: -102.615 valid_0's l2: 697.594
[92] valid_0's poisson: -102.618 valid_0's l2: 695.374
[93] valid_0's poisson: -102.479 valid_0's l2: 693.265
[94] valid_0's poisson: -102.486 valid_0's l2: 691.59
[95] valid_0's poisson: -102.409 valid_0's l2: 690.701
[96] valid_0's poisson: -102.396 valid_0's l2: 688.466
[97] valid_0's poisson: -102.45 valid_0's l2: 686.492
[98] valid_0's poisson: -102.384 valid_0's l2: 685.368
[99] valid_0's poisson: -102.33 valid_0's l2: 683.626
[100] valid_0's poisson: -102.31 valid_0's l2: 681.899
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -88.6013 valid_0's l2: 2197.08
[2] valid_0's poisson: -89.8758 valid_0's l2: 2099.98
[3] valid_0's poisson: -91.0091 valid_0's l2: 2013.57
[4] valid_0's poisson: -92.0106 valid_0's l2: 1936.69
[5] valid_0's poisson: -92.819 valid_0's l2: 1866.45
[6] valid_0's poisson: -93.7137 valid_0's l2: 1798.64
[7] valid_0's poisson: -94.4292 valid_0's l2: 1736.51
[8] valid_0's poisson: -95.1347 valid_0's l2: 1679.96
[9] valid_0's poisson: -95.6771 valid_0's l2: 1629.59
[10] valid_0's poisson: -96.3329 valid_0's l2: 1580.33
[11] valid_0's poisson: -96.7893 valid_0's l2: 1536.84
[12] valid_0's poisson: -97.3225 valid_0's l2: 1493.73
[13] valid_0's poisson: -97.7843 valid_0's l2: 1455.32
[14] valid_0's poisson: -98.2335 valid_0's l2: 1419.75
[15] valid_0's poisson: -98.6378 valid_0's l2: 1386.76
[16] valid_0's poisson: -98.9487 valid_0's l2: 1356.51
[17] valid_0's poisson: -99.3197 valid_0's l2: 1327.56
[18] valid_0's poisson: -99.6217 valid_0's l2: 1301.05
[19] valid_0's poisson: -99.937 valid_0's l2: 1272.7
[20] valid_0's poisson: -100.318 valid_0's l2: 1244.29
[21] valid_0's poisson: -100.61 valid_0's l2: 1219.34
[22] valid_0's poisson: -100.848 valid_0's l2: 1195.89
[23] valid_0's poisson: -101.098 valid_0's l2: 1173.44
[24] valid_0's poisson: -101.408 valid_0's l2: 1150.91
[25] valid_0's poisson: -101.637 valid_0's l2: 1131.26
[26] valid_0's poisson: -101.837 valid_0's l2: 1112.54
[27] valid_0's poisson: -102.041 valid_0's l2: 1094.57
[28] valid_0's poisson: -102.223 valid_0's l2: 1078.73
[29] valid_0's poisson: -102.381 valid_0's l2: 1062.95
[30] valid_0's poisson: -102.544 valid_0's l2: 1047.52
[31] valid_0's poisson: -102.753 valid_0's l2: 1031.99
[32] valid_0's poisson: -102.863 valid_0's l2: 1020.37
[33] valid_0's poisson: -103.079 valid_0's l2: 1004.37
[34] valid_0's poisson: -103.219 valid_0's l2: 991.444
[35] valid_0's poisson: -103.409 valid_0's l2: 977.49
[36] valid_0's poisson: -103.518 valid_0's l2: 966.379
[37] valid_0's poisson: -103.665 valid_0's l2: 955.722
[38] valid_0's poisson: -103.801 valid_0's l2: 944.541
[39] valid_0's poisson: -103.886 valid_0's l2: 933.79
[40] valid_0's poisson: -104.038 valid_0's l2: 922.755
[41] valid_0's poisson: -104.108 valid_0's l2: 913.574
[42] valid_0's poisson: -104.24 valid_0's l2: 904.104
[43] valid_0's poisson: -104.393 valid_0's l2: 894.74
[44] valid_0's poisson: -104.479 valid_0's l2: 885.829
[45] valid_0's poisson: -104.553 valid_0's l2: 878.138
[46] valid_0's poisson: -104.601 valid_0's l2: 871.564
[47] valid_0's poisson: -104.659 valid_0's l2: 863.881
[48] valid_0's poisson: -104.737 valid_0's l2: 856.365
[49] valid_0's poisson: -104.813 valid_0's l2: 849.636
[50] valid_0's poisson: -104.746 valid_0's l2: 843.262
[51] valid_0's poisson: -104.757 valid_0's l2: 836.333
[52] valid_0's poisson: -104.819 valid_0's l2: 830.115
[53] valid_0's poisson: -104.805 valid_0's l2: 825.554
[54] valid_0's poisson: -104.659 valid_0's l2: 820.048
[55] valid_0's poisson: -104.667 valid_0's l2: 813.702
[56] valid_0's poisson: -104.623 valid_0's l2: 809.044
[57] valid_0's poisson: -104.632 valid_0's l2: 802.99
[58] valid_0's poisson: -104.512 valid_0's l2: 797.622
[59] valid_0's poisson: -104.502 valid_0's l2: 792.261
[60] valid_0's poisson: -104.434 valid_0's l2: 787.927
[61] valid_0's poisson: -104.212 valid_0's l2: 783.868
[62] valid_0's poisson: -104.216 valid_0's l2: 779.769
[63] valid_0's poisson: -104.017 valid_0's l2: 775.386
[64] valid_0's poisson: -104.005 valid_0's l2: 770.833
[65] valid_0's poisson: -104.007 valid_0's l2: 767.799
[66] valid_0's poisson: -103.842 valid_0's l2: 764.438
[67] valid_0's poisson: -103.827 valid_0's l2: 760.329
[68] valid_0's poisson: -103.745 valid_0's l2: 756.637
[69] valid_0's poisson: -103.743 valid_0's l2: 753.932
[70] valid_0's poisson: -103.643 valid_0's l2: 750.134
[71] valid_0's poisson: -103.654 valid_0's l2: 746.84
[72] valid_0's poisson: -103.643 valid_0's l2: 743.524
[73] valid_0's poisson: -103.574 valid_0's l2: 740.217
[74] valid_0's poisson: -103.55 valid_0's l2: 736.974
[75] valid_0's poisson: -103.407 valid_0's l2: 734.314
[76] valid_0's poisson: -103.373 valid_0's l2: 730.898
[77] valid_0's poisson: -103.074 valid_0's l2: 728.166
[78] valid_0's poisson: -103.145 valid_0's l2: 725.462
[79] valid_0's poisson: -103.098 valid_0's l2: 723.519
[80] valid_0's poisson: -103.077 valid_0's l2: 721.324
[81] valid_0's poisson: -102.644 valid_0's l2: 719.859
[82] valid_0's poisson: -102.537 valid_0's l2: 717.801
[83] valid_0's poisson: -102.533 valid_0's l2: 715.514
[84] valid_0's poisson: -102.542 valid_0's l2: 712.51
[85] valid_0's poisson: -102.384 valid_0's l2: 711.058
[86] valid_0's poisson: -102.476 valid_0's l2: 709.399
[87] valid_0's poisson: -102.455 valid_0's l2: 706.822
[88] valid_0's poisson: -102.428 valid_0's l2: 705.682
[89] valid_0's poisson: -102.412 valid_0's l2: 703.473
[90] valid_0's poisson: -102.407 valid_0's l2: 702.318
[91] valid_0's poisson: -102.31 valid_0's l2: 700.418
[92] valid_0's poisson: -102.413 valid_0's l2: 698.947
[93] valid_0's poisson: -102.322 valid_0's l2: 697.478
[94] valid_0's poisson: -102.224 valid_0's l2: 696.515
[95] valid_0's poisson: -102.229 valid_0's l2: 694.207
[96] valid_0's poisson: -102.327 valid_0's l2: 692.932
[97] valid_0's poisson: -102.388 valid_0's l2: 692.021
[98] valid_0's poisson: -102.377 valid_0's l2: 690.166
[99] valid_0's poisson: -102.252 valid_0's l2: 688.306
[100] valid_0's poisson: -102.051 valid_0's l2: 687.435
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -88.5885 valid_0's l2: 2197.28
[2] valid_0's poisson: -89.8004 valid_0's l2: 2107.02
[3] valid_0's poisson: -90.9494 valid_0's l2: 2016.12
[4] valid_0's poisson: -91.9224 valid_0's l2: 1936.03
[5] valid_0's poisson: -92.8458 valid_0's l2: 1863.69
[6] valid_0's poisson: -93.736 valid_0's l2: 1795.98
[7] valid_0's poisson: -94.3908 valid_0's l2: 1736.5
[8] valid_0's poisson: -95.1023 valid_0's l2: 1679.12
[9] valid_0's poisson: -95.6537 valid_0's l2: 1627.17
[10] valid_0's poisson: -96.2467 valid_0's l2: 1578.99
[11] valid_0's poisson: -96.7951 valid_0's l2: 1533.86
[12] valid_0's poisson: -97.3002 valid_0's l2: 1493.13
[13] valid_0's poisson: -97.6989 valid_0's l2: 1455.29
[14] valid_0's poisson: -98.0605 valid_0's l2: 1420.69
[15] valid_0's poisson: -98.5539 valid_0's l2: 1384.86
[16] valid_0's poisson: -99.0153 valid_0's l2: 1350.08
[17] valid_0's poisson: -99.3093 valid_0's l2: 1322.63
[18] valid_0's poisson: -99.7012 valid_0's l2: 1292.26
[19] valid_0's poisson: -100.033 valid_0's l2: 1265.55
[20] valid_0's poisson: -100.354 valid_0's l2: 1237.78
[21] valid_0's poisson: -100.646 valid_0's l2: 1213.73
[22] valid_0's poisson: -100.91 valid_0's l2: 1190.81
[23] valid_0's poisson: -101.145 valid_0's l2: 1169.49
[24] valid_0's poisson: -101.293 valid_0's l2: 1151.44
[25] valid_0's poisson: -101.594 valid_0's l2: 1129.25
[26] valid_0's poisson: -101.785 valid_0's l2: 1110.57
[27] valid_0's poisson: -102.065 valid_0's l2: 1089.62
[28] valid_0's poisson: -102.278 valid_0's l2: 1071.81
[29] valid_0's poisson: -102.457 valid_0's l2: 1056.24
[30] valid_0's poisson: -102.589 valid_0's l2: 1041.95
[31] valid_0's poisson: -102.803 valid_0's l2: 1026.81
[32] valid_0's poisson: -102.952 valid_0's l2: 1012.76
[33] valid_0's poisson: -103.097 valid_0's l2: 999.822
[34] valid_0's poisson: -103.26 valid_0's l2: 987.226
[35] valid_0's poisson: -103.353 valid_0's l2: 975.381
[36] valid_0's poisson: -103.519 valid_0's l2: 961.491
[37] valid_0's poisson: -103.647 valid_0's l2: 949.879
[38] valid_0's poisson: -103.726 valid_0's l2: 939.907
[39] valid_0's poisson: -103.871 valid_0's l2: 927.789
[40] valid_0's poisson: -103.983 valid_0's l2: 917.654
[41] valid_0's poisson: -104.108 valid_0's l2: 909.07
[42] valid_0's poisson: -104.224 valid_0's l2: 899.548
[43] valid_0's poisson: -104.324 valid_0's l2: 891.424
[44] valid_0's poisson: -104.415 valid_0's l2: 882.792
[45] valid_0's poisson: -104.507 valid_0's l2: 874.762
[46] valid_0's poisson: -104.549 valid_0's l2: 866.698
[47] valid_0's poisson: -104.566 valid_0's l2: 859.179
[48] valid_0's poisson: -104.589 valid_0's l2: 853.673
[49] valid_0's poisson: -104.615 valid_0's l2: 847.083
[50] valid_0's poisson: -104.622 valid_0's l2: 839.31
[51] valid_0's poisson: -104.522 valid_0's l2: 832.487
[52] valid_0's poisson: -104.565 valid_0's l2: 826.306
[53] valid_0's poisson: -104.611 valid_0's l2: 820.162
[54] valid_0's poisson: -104.542 valid_0's l2: 814.04
[55] valid_0's poisson: -104.58 valid_0's l2: 808.275
[56] valid_0's poisson: -104.596 valid_0's l2: 803.129
[57] valid_0's poisson: -104.534 valid_0's l2: 797.18
[58] valid_0's poisson: -104.543 valid_0's l2: 793.294
[59] valid_0's poisson: -104.434 valid_0's l2: 788.818
[60] valid_0's poisson: -104.381 valid_0's l2: 783.891
[61] valid_0's poisson: -104.394 valid_0's l2: 779.192
[62] valid_0's poisson: -104.406 valid_0's l2: 774.708
[63] valid_0's poisson: -104.142 valid_0's l2: 769.738
[64] valid_0's poisson: -103.894 valid_0's l2: 765.343
[65] valid_0's poisson: -103.877 valid_0's l2: 760.673
[66] valid_0's poisson: -103.829 valid_0's l2: 757.195
[67] valid_0's poisson: -103.804 valid_0's l2: 754.733
[68] valid_0's poisson: -103.715 valid_0's l2: 751.521
[69] valid_0's poisson: -103.619 valid_0's l2: 748.692
[70] valid_0's poisson: -103.284 valid_0's l2: 745.326
[71] valid_0's poisson: -103.121 valid_0's l2: 741.464
[72] valid_0's poisson: -102.847 valid_0's l2: 738.078
[73] valid_0's poisson: -102.915 valid_0's l2: 735.667
[74] valid_0's poisson: -102.745 valid_0's l2: 733.532
[75] valid_0's poisson: -102.757 valid_0's l2: 729.819
[76] valid_0's poisson: -102.609 valid_0's l2: 727.165
[77] valid_0's poisson: -102.684 valid_0's l2: 725.12
[78] valid_0's poisson: -102.526 valid_0's l2: 722.266
[79] valid_0's poisson: -102.443 valid_0's l2: 720.095
[80] valid_0's poisson: -102.454 valid_0's l2: 717.241
[81] valid_0's poisson: -102.458 valid_0's l2: 714.478
[82] valid_0's poisson: -102.532 valid_0's l2: 712.974
[83] valid_0's poisson: -102.519 valid_0's l2: 711.27
[84] valid_0's poisson: -102.523 valid_0's l2: 709.163
[85] valid_0's poisson: -102.484 valid_0's l2: 707.872
[86] valid_0's poisson: -102.52 valid_0's l2: 705.828
[87] valid_0's poisson: -102.491 valid_0's l2: 704.249
[88] valid_0's poisson: -102.478 valid_0's l2: 701.902
[89] valid_0's poisson: -102.479 valid_0's l2: 700.621
[90] valid_0's poisson: -102.513 valid_0's l2: 699.189
[91] valid_0's poisson: -102.475 valid_0's l2: 698.17
[92] valid_0's poisson: -102.486 valid_0's l2: 696.077
[93] valid_0's poisson: -102.449 valid_0's l2: 694.905
[94] valid_0's poisson: -102.385 valid_0's l2: 693.232
[95] valid_0's poisson: -102.423 valid_0's l2: 692.182
[96] valid_0's poisson: -102.399 valid_0's l2: 689.999
[97] valid_0's poisson: -102.358 valid_0's l2: 688.273
[98] valid_0's poisson: -102.372 valid_0's l2: 687.116
[99] valid_0's poisson: -102.316 valid_0's l2: 685.881
[100] valid_0's poisson: -102.348 valid_0's l2: 684.749
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -94.9464 valid_0's l2: 1655.22
[2] valid_0's poisson: -99.1503 valid_0's l2: 1256.81
[3] valid_0's poisson: -101.782 valid_0's l2: 1007.68
[4] valid_0's poisson: -103.437 valid_0's l2: 848.409
[5] valid_0's poisson: -104.816 valid_0's l2: 728.435
[6] valid_0's poisson: -105.764 valid_0's l2: 657.527
[7] valid_0's poisson: -106.422 valid_0's l2: 601.232
[8] valid_0's poisson: -106.912 valid_0's l2: 563.546
[9] valid_0's poisson: -107.253 valid_0's l2: 530.603
[10] valid_0's poisson: -107.505 valid_0's l2: 509.484
[11] valid_0's poisson: -107.658 valid_0's l2: 490.479
[12] valid_0's poisson: -107.72 valid_0's l2: 473.935
[13] valid_0's poisson: -107.698 valid_0's l2: 463.318
[14] valid_0's poisson: -107.72 valid_0's l2: 453.506
[15] valid_0's poisson: -107.622 valid_0's l2: 442.403
[16] valid_0's poisson: -107.343 valid_0's l2: 435.394
[17] valid_0's poisson: -107.27 valid_0's l2: 427.158
[18] valid_0's poisson: -107.259 valid_0's l2: 422.983
[19] valid_0's poisson: -107.2 valid_0's l2: 414.782
[20] valid_0's poisson: -107.041 valid_0's l2: 410.365
[21] valid_0's poisson: -107.066 valid_0's l2: 408.932
[22] valid_0's poisson: -106.946 valid_0's l2: 405.395
[23] valid_0's poisson: -106.824 valid_0's l2: 403.324
[24] valid_0's poisson: -106.794 valid_0's l2: 400.271
[25] valid_0's poisson: -106.618 valid_0's l2: 399.343
[26] valid_0's poisson: -106.459 valid_0's l2: 398.489
[27] valid_0's poisson: -106.354 valid_0's l2: 396.668
[28] valid_0's poisson: -106.348 valid_0's l2: 393.987
[29] valid_0's poisson: -106.267 valid_0's l2: 392.314
[30] valid_0's poisson: -106.262 valid_0's l2: 391.114
[31] valid_0's poisson: -106.194 valid_0's l2: 390.987
[32] valid_0's poisson: -106.118 valid_0's l2: 388.843
[33] valid_0's poisson: -105.962 valid_0's l2: 386.673
[34] valid_0's poisson: -105.72 valid_0's l2: 385.019
[35] valid_0's poisson: -105.694 valid_0's l2: 381.447
[36] valid_0's poisson: -105.681 valid_0's l2: 378.258
[37] valid_0's poisson: -106.012 valid_0's l2: 372.257
[38] valid_0's poisson: -105.983 valid_0's l2: 367.569
[39] valid_0's poisson: -105.933 valid_0's l2: 364.718
[40] valid_0's poisson: -105.993 valid_0's l2: 364.701
[41] valid_0's poisson: -106.158 valid_0's l2: 363.363
[42] valid_0's poisson: -106.226 valid_0's l2: 359.219
[43] valid_0's poisson: -106.231 valid_0's l2: 359.188
[44] valid_0's poisson: -106.248 valid_0's l2: 355.865
[45] valid_0's poisson: -106.069 valid_0's l2: 354.492
[46] valid_0's poisson: -105.924 valid_0's l2: 353.767
[47] valid_0's poisson: -105.922 valid_0's l2: 352.649
[48] valid_0's poisson: -105.958 valid_0's l2: 351.726
[49] valid_0's poisson: -106.04 valid_0's l2: 350.034
[50] valid_0's poisson: -105.82 valid_0's l2: 349.465
[51] valid_0's poisson: -105.832 valid_0's l2: 348.977
[52] valid_0's poisson: -105.961 valid_0's l2: 347.896
[53] valid_0's poisson: -105.982 valid_0's l2: 345.462
[54] valid_0's poisson: -105.968 valid_0's l2: 344.284
[55] valid_0's poisson: -105.927 valid_0's l2: 344.385
[56] valid_0's poisson: -105.873 valid_0's l2: 341.935
[57] valid_0's poisson: -105.969 valid_0's l2: 341.404
[58] valid_0's poisson: -105.595 valid_0's l2: 340.184
[59] valid_0's poisson: -105.6 valid_0's l2: 339.706
[60] valid_0's poisson: -105.707 valid_0's l2: 339.446
[61] valid_0's poisson: -105.789 valid_0's l2: 339.179
[62] valid_0's poisson: -105.697 valid_0's l2: 338.505
[63] valid_0's poisson: -105.74 valid_0's l2: 337.379
[64] valid_0's poisson: -105.423 valid_0's l2: 337.211
[65] valid_0's poisson: -105.463 valid_0's l2: 336.217
[66] valid_0's poisson: -105.696 valid_0's l2: 332.774
[67] valid_0's poisson: -105.734 valid_0's l2: 331.758
[68] valid_0's poisson: -105.784 valid_0's l2: 329.973
[69] valid_0's poisson: -105.838 valid_0's l2: 329.465
[70] valid_0's poisson: -105.853 valid_0's l2: 328.779
[71] valid_0's poisson: -105.775 valid_0's l2: 328.023
[72] valid_0's poisson: -105.687 valid_0's l2: 326.765
[73] valid_0's poisson: -105.666 valid_0's l2: 324.913
[74] valid_0's poisson: -105.666 valid_0's l2: 324.439
[75] valid_0's poisson: -105.74 valid_0's l2: 324.435
[76] valid_0's poisson: -105.748 valid_0's l2: 323.899
[77] valid_0's poisson: -105.712 valid_0's l2: 323.269
[78] valid_0's poisson: -105.773 valid_0's l2: 322.65
[79] valid_0's poisson: -105.782 valid_0's l2: 320.737
[80] valid_0's poisson: -105.788 valid_0's l2: 320.462
[81] valid_0's poisson: -105.723 valid_0's l2: 319.841
[82] valid_0's poisson: -105.744 valid_0's l2: 318.203
[83] valid_0's poisson: -105.811 valid_0's l2: 316.457
[84] valid_0's poisson: -105.872 valid_0's l2: 316.398
[85] valid_0's poisson: -105.874 valid_0's l2: 316.213
[86] valid_0's poisson: -105.924 valid_0's l2: 315.984
[87] valid_0's poisson: -106.003 valid_0's l2: 316.042
[88] valid_0's poisson: -105.95 valid_0's l2: 315.155
[89] valid_0's poisson: -105.885 valid_0's l2: 315.001
[90] valid_0's poisson: -105.873 valid_0's l2: 315.41
[91] valid_0's poisson: -105.894 valid_0's l2: 313.496
[92] valid_0's poisson: -105.758 valid_0's l2: 312.828
[93] valid_0's poisson: -105.766 valid_0's l2: 312.767
[94] valid_0's poisson: -105.799 valid_0's l2: 313.438
[95] valid_0's poisson: -105.69 valid_0's l2: 313.725
[96] valid_0's poisson: -105.797 valid_0's l2: 313.499
[97] valid_0's poisson: -105.957 valid_0's l2: 313.071
[98] valid_0's poisson: -106.062 valid_0's l2: 312.956
[99] valid_0's poisson: -106.122 valid_0's l2: 312.615
[100] valid_0's poisson: -106.122 valid_0's l2: 312.266
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -94.983 valid_0's l2: 1644.7
[2] valid_0's poisson: -99.44 valid_0's l2: 1220.51
[3] valid_0's poisson: -101.915 valid_0's l2: 982.492
[4] valid_0's poisson: -103.557 valid_0's l2: 832.638
[5] valid_0's poisson: -104.82 valid_0's l2: 724.865
[6] valid_0's poisson: -105.684 valid_0's l2: 653.441
[7] valid_0's poisson: -106.4 valid_0's l2: 597.365
[8] valid_0's poisson: -106.84 valid_0's l2: 562.626
[9] valid_0's poisson: -107.161 valid_0's l2: 531.339
[10] valid_0's poisson: -107.373 valid_0's l2: 506.015
[11] valid_0's poisson: -107.561 valid_0's l2: 487.428
[12] valid_0's poisson: -107.625 valid_0's l2: 476.329
[13] valid_0's poisson: -107.733 valid_0's l2: 465.532
[14] valid_0's poisson: -107.699 valid_0's l2: 455.654
[15] valid_0's poisson: -107.692 valid_0's l2: 445.159
[16] valid_0's poisson: -107.609 valid_0's l2: 439.351
[17] valid_0's poisson: -107.472 valid_0's l2: 434.305
[18] valid_0's poisson: -107.316 valid_0's l2: 428.836
[19] valid_0's poisson: -107.199 valid_0's l2: 425.909
[20] valid_0's poisson: -107.241 valid_0's l2: 420.363
[21] valid_0's poisson: -107.299 valid_0's l2: 417.273
[22] valid_0's poisson: -107.143 valid_0's l2: 412.348
[23] valid_0's poisson: -106.912 valid_0's l2: 410.371
[24] valid_0's poisson: -107.054 valid_0's l2: 406.433
[25] valid_0's poisson: -106.932 valid_0's l2: 403.42
[26] valid_0's poisson: -106.79 valid_0's l2: 401.304
[27] valid_0's poisson: -106.505 valid_0's l2: 400.558
[28] valid_0's poisson: -106.538 valid_0's l2: 398.031
[29] valid_0's poisson: -106.174 valid_0's l2: 395.179
[30] valid_0's poisson: -106.024 valid_0's l2: 394.105
[31] valid_0's poisson: -105.725 valid_0's l2: 391.942
[32] valid_0's poisson: -105.681 valid_0's l2: 391.213
[33] valid_0's poisson: -105.631 valid_0's l2: 389.875
[34] valid_0's poisson: -105.61 valid_0's l2: 389.662
[35] valid_0's poisson: -105.557 valid_0's l2: 387.517
[36] valid_0's poisson: -105.647 valid_0's l2: 384.18
[37] valid_0's poisson: -105.66 valid_0's l2: 382.905
[38] valid_0's poisson: -105.77 valid_0's l2: 379.817
[39] valid_0's poisson: -105.777 valid_0's l2: 378.332
[40] valid_0's poisson: -105.729 valid_0's l2: 376.517
[41] valid_0's poisson: -105.815 valid_0's l2: 375.378
[42] valid_0's poisson: -105.347 valid_0's l2: 372.84
[43] valid_0's poisson: -105.546 valid_0's l2: 371.926
[44] valid_0's poisson: -105.685 valid_0's l2: 371.05
[45] valid_0's poisson: -105.509 valid_0's l2: 370.069
[46] valid_0's poisson: -105.439 valid_0's l2: 367.085
[47] valid_0's poisson: -105.328 valid_0's l2: 364.263
[48] valid_0's poisson: -105.389 valid_0's l2: 364.081
[49] valid_0's poisson: -105.499 valid_0's l2: 361.425
[50] valid_0's poisson: -105.45 valid_0's l2: 360.492
[51] valid_0's poisson: -105.453 valid_0's l2: 360.044
[52] valid_0's poisson: -105.539 valid_0's l2: 359.7
[53] valid_0's poisson: -105.663 valid_0's l2: 359.641
[54] valid_0's poisson: -105.441 valid_0's l2: 357.641
[55] valid_0's poisson: -105.42 valid_0's l2: 356.637
[56] valid_0's poisson: -105.469 valid_0's l2: 355.796
[57] valid_0's poisson: -105.423 valid_0's l2: 355.177
[58] valid_0's poisson: -105.487 valid_0's l2: 353.926
[59] valid_0's poisson: -105.409 valid_0's l2: 353.042
[60] valid_0's poisson: -105.393 valid_0's l2: 351.615
[61] valid_0's poisson: -105.368 valid_0's l2: 350.161
[62] valid_0's poisson: -105.58 valid_0's l2: 348.706
[63] valid_0's poisson: -105.526 valid_0's l2: 348.014
[64] valid_0's poisson: -105.557 valid_0's l2: 347.969
[65] valid_0's poisson: -105.375 valid_0's l2: 346.776
[66] valid_0's poisson: -105.34 valid_0's l2: 346.212
[67] valid_0's poisson: -105.615 valid_0's l2: 344.572
[68] valid_0's poisson: -105.723 valid_0's l2: 343.628
[69] valid_0's poisson: -105.419 valid_0's l2: 343.303
[70] valid_0's poisson: -105.383 valid_0's l2: 343.693
[71] valid_0's poisson: -105.447 valid_0's l2: 341.289
[72] valid_0's poisson: -105.471 valid_0's l2: 340.107
[73] valid_0's poisson: -105.468 valid_0's l2: 340.261
[74] valid_0's poisson: -105.622 valid_0's l2: 338.308
[75] valid_0's poisson: -105.604 valid_0's l2: 337.617
[76] valid_0's poisson: -105.652 valid_0's l2: 336.962
[77] valid_0's poisson: -105.57 valid_0's l2: 336.222
[78] valid_0's poisson: -105.418 valid_0's l2: 334.392
[79] valid_0's poisson: -105.434 valid_0's l2: 333.03
[80] valid_0's poisson: -105.257 valid_0's l2: 332.997
[81] valid_0's poisson: -105.167 valid_0's l2: 332.194
[82] valid_0's poisson: -105.174 valid_0's l2: 332.008
[83] valid_0's poisson: -105.166 valid_0's l2: 331.908
[84] valid_0's poisson: -105.148 valid_0's l2: 332.01
[85] valid_0's poisson: -105.189 valid_0's l2: 331.677
[86] valid_0's poisson: -105.247 valid_0's l2: 331.179
[87] valid_0's poisson: -105.247 valid_0's l2: 330.795
[88] valid_0's poisson: -105.319 valid_0's l2: 330.747
[89] valid_0's poisson: -105.336 valid_0's l2: 330.796
[90] valid_0's poisson: -105.338 valid_0's l2: 331.328
[91] valid_0's poisson: -105.357 valid_0's l2: 331.407
[92] valid_0's poisson: -105.36 valid_0's l2: 331.344
[93] valid_0's poisson: -105.489 valid_0's l2: 331.131
[94] valid_0's poisson: -105.445 valid_0's l2: 331.169
[95] valid_0's poisson: -105.321 valid_0's l2: 330.539
[96] valid_0's poisson: -105.261 valid_0's l2: 330.354
[97] valid_0's poisson: -105.24 valid_0's l2: 329.621
[98] valid_0's poisson: -105.275 valid_0's l2: 329.22
[99] valid_0's poisson: -105.324 valid_0's l2: 328.102
[100] valid_0's poisson: -105.479 valid_0's l2: 327.167
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.0653 valid_0's l2: 1639.2
[2] valid_0's poisson: -99.3693 valid_0's l2: 1230.02
[3] valid_0's poisson: -101.932 valid_0's l2: 981.963
[4] valid_0's poisson: -103.602 valid_0's l2: 826.724
[5] valid_0's poisson: -104.861 valid_0's l2: 720.951
[6] valid_0's poisson: -105.756 valid_0's l2: 644.131
[7] valid_0's poisson: -106.513 valid_0's l2: 589.127
[8] valid_0's poisson: -106.962 valid_0's l2: 546.214
[9] valid_0's poisson: -107.323 valid_0's l2: 518.581
[10] valid_0's poisson: -107.603 valid_0's l2: 495.852
[11] valid_0's poisson: -107.71 valid_0's l2: 482.123
[12] valid_0's poisson: -107.768 valid_0's l2: 466.936
[13] valid_0's poisson: -107.807 valid_0's l2: 456.304
[14] valid_0's poisson: -107.796 valid_0's l2: 447.582
[15] valid_0's poisson: -107.921 valid_0's l2: 435.587
[16] valid_0's poisson: -107.437 valid_0's l2: 430.381
[17] valid_0's poisson: -107.1 valid_0's l2: 424.362
[18] valid_0's poisson: -106.758 valid_0's l2: 420.771
[19] valid_0's poisson: -106.579 valid_0's l2: 415.743
[20] valid_0's poisson: -106.372 valid_0's l2: 411.962
[21] valid_0's poisson: -106.161 valid_0's l2: 409.067
[22] valid_0's poisson: -106.233 valid_0's l2: 407.722
[23] valid_0's poisson: -106.032 valid_0's l2: 406.907
[24] valid_0's poisson: -106.043 valid_0's l2: 402.542
[25] valid_0's poisson: -105.996 valid_0's l2: 397.92
[26] valid_0's poisson: -105.969 valid_0's l2: 395.528
[27] valid_0's poisson: -105.869 valid_0's l2: 393.953
[28] valid_0's poisson: -105.772 valid_0's l2: 391.768
[29] valid_0's poisson: -105.704 valid_0's l2: 387.04
[30] valid_0's poisson: -105.706 valid_0's l2: 385.303
[31] valid_0's poisson: -105.736 valid_0's l2: 384.469
[32] valid_0's poisson: -105.593 valid_0's l2: 383.195
[33] valid_0's poisson: -105.736 valid_0's l2: 380.574
[34] valid_0's poisson: -105.639 valid_0's l2: 376.807
[35] valid_0's poisson: -105.661 valid_0's l2: 375.938
[36] valid_0's poisson: -105.506 valid_0's l2: 375.831
[37] valid_0's poisson: -105.55 valid_0's l2: 373.111
[38] valid_0's poisson: -105.531 valid_0's l2: 370.621
[39] valid_0's poisson: -105.566 valid_0's l2: 368.823
[40] valid_0's poisson: -105.491 valid_0's l2: 366.761
[41] valid_0's poisson: -105.332 valid_0's l2: 365.874
[42] valid_0's poisson: -105.403 valid_0's l2: 365.081
[43] valid_0's poisson: -105.477 valid_0's l2: 364.923
[44] valid_0's poisson: -105.588 valid_0's l2: 364.047
[45] valid_0's poisson: -105.55 valid_0's l2: 363.015
[46] valid_0's poisson: -105.438 valid_0's l2: 361.472
[47] valid_0's poisson: -105.377 valid_0's l2: 356.89
[48] valid_0's poisson: -105.395 valid_0's l2: 356.033
[49] valid_0's poisson: -105.341 valid_0's l2: 355.465
[50] valid_0's poisson: -105.219 valid_0's l2: 354.724
[51] valid_0's poisson: -105.245 valid_0's l2: 354.063
[52] valid_0's poisson: -105.095 valid_0's l2: 352.454
[53] valid_0's poisson: -105.073 valid_0's l2: 351.58
[54] valid_0's poisson: -105.124 valid_0's l2: 349.556
[55] valid_0's poisson: -105.116 valid_0's l2: 348.589
[56] valid_0's poisson: -105.15 valid_0's l2: 347.994
[57] valid_0's poisson: -105.147 valid_0's l2: 346.203
[58] valid_0's poisson: -105.269 valid_0's l2: 345.335
[59] valid_0's poisson: -105.136 valid_0's l2: 344.51
[60] valid_0's poisson: -105.08 valid_0's l2: 343.542
[61] valid_0's poisson: -104.937 valid_0's l2: 343.492
[62] valid_0's poisson: -104.939 valid_0's l2: 344.198
[63] valid_0's poisson: -105.162 valid_0's l2: 343.366
[64] valid_0's poisson: -105.101 valid_0's l2: 342.482
[65] valid_0's poisson: -105.123 valid_0's l2: 342.807
[66] valid_0's poisson: -105.177 valid_0's l2: 341.568
[67] valid_0's poisson: -105.37 valid_0's l2: 340.791
[68] valid_0's poisson: -105.367 valid_0's l2: 341.553
[69] valid_0's poisson: -105.37 valid_0's l2: 340.053
[70] valid_0's poisson: -105.346 valid_0's l2: 338.995
[71] valid_0's poisson: -105.341 valid_0's l2: 338.271
[72] valid_0's poisson: -105.317 valid_0's l2: 337.932
[73] valid_0's poisson: -105.28 valid_0's l2: 336.523
[74] valid_0's poisson: -105.396 valid_0's l2: 335.06
[75] valid_0's poisson: -105.594 valid_0's l2: 335.151
[76] valid_0's poisson: -105.53 valid_0's l2: 334.534
[77] valid_0's poisson: -105.561 valid_0's l2: 334.166
[78] valid_0's poisson: -105.577 valid_0's l2: 333.755
[79] valid_0's poisson: -105.595 valid_0's l2: 332.831
[80] valid_0's poisson: -105.293 valid_0's l2: 332.228
[81] valid_0's poisson: -105.293 valid_0's l2: 330.774
[82] valid_0's poisson: -105.293 valid_0's l2: 330.785
[83] valid_0's poisson: -105.292 valid_0's l2: 329.754
[84] valid_0's poisson: -105.183 valid_0's l2: 329.329
[85] valid_0's poisson: -105.302 valid_0's l2: 328.426
[86] valid_0's poisson: -105.279 valid_0's l2: 328.813
[87] valid_0's poisson: -105.413 valid_0's l2: 328.083
[88] valid_0's poisson: -105.336 valid_0's l2: 327.354
[89] valid_0's poisson: -105.426 valid_0's l2: 326.225
[90] valid_0's poisson: -105.405 valid_0's l2: 326.105
[91] valid_0's poisson: -105.443 valid_0's l2: 325.087
[92] valid_0's poisson: -105.368 valid_0's l2: 323.685
[93] valid_0's poisson: -105.371 valid_0's l2: 323.06
[94] valid_0's poisson: -105.339 valid_0's l2: 322.855
[95] valid_0's poisson: -105.268 valid_0's l2: 323.038
[96] valid_0's poisson: -105.221 valid_0's l2: 322.676
[97] valid_0's poisson: -105.487 valid_0's l2: 322.826
[98] valid_0's poisson: -105.308 valid_0's l2: 322.639
[99] valid_0's poisson: -105.439 valid_0's l2: 322.713
[100] valid_0's poisson: -105.434 valid_0's l2: 322.885
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.0916 valid_0's l2: 1639.63
[2] valid_0's poisson: -99.2872 valid_0's l2: 1240.67
[3] valid_0's poisson: -101.916 valid_0's l2: 991.891
[4] valid_0's poisson: -103.579 valid_0's l2: 835.519
[5] valid_0's poisson: -104.85 valid_0's l2: 727.575
[6] valid_0's poisson: -105.696 valid_0's l2: 653.675
[7] valid_0's poisson: -106.462 valid_0's l2: 595.32
[8] valid_0's poisson: -106.89 valid_0's l2: 559.585
[9] valid_0's poisson: -107.232 valid_0's l2: 527.294
[10] valid_0's poisson: -107.464 valid_0's l2: 503.185
[11] valid_0's poisson: -107.692 valid_0's l2: 482.649
[12] valid_0's poisson: -107.811 valid_0's l2: 469.846
[13] valid_0's poisson: -107.641 valid_0's l2: 461.094
[14] valid_0's poisson: -107.663 valid_0's l2: 452.122
[15] valid_0's poisson: -107.601 valid_0's l2: 443.814
[16] valid_0's poisson: -107.266 valid_0's l2: 438.853
[17] valid_0's poisson: -107.144 valid_0's l2: 431.613
[18] valid_0's poisson: -107.006 valid_0's l2: 426.983
[19] valid_0's poisson: -106.948 valid_0's l2: 423.729
[20] valid_0's poisson: -106.837 valid_0's l2: 418.067
[21] valid_0's poisson: -106.76 valid_0's l2: 416.672
[22] valid_0's poisson: -106.485 valid_0's l2: 414.31
[23] valid_0's poisson: -106.5 valid_0's l2: 409.684
[24] valid_0's poisson: -106.513 valid_0's l2: 407.321
[25] valid_0's poisson: -106.533 valid_0's l2: 405.005
[26] valid_0's poisson: -106.488 valid_0's l2: 403.153
[27] valid_0's poisson: -106.303 valid_0's l2: 399.831
[28] valid_0's poisson: -106.296 valid_0's l2: 397.818
[29] valid_0's poisson: -106.285 valid_0's l2: 391.622
[30] valid_0's poisson: -106.13 valid_0's l2: 387.5
[31] valid_0's poisson: -105.839 valid_0's l2: 387.343
[32] valid_0's poisson: -105.818 valid_0's l2: 386.853
[33] valid_0's poisson: -105.764 valid_0's l2: 386.856
[34] valid_0's poisson: -106.002 valid_0's l2: 381.898
[35] valid_0's poisson: -105.82 valid_0's l2: 380.348
[36] valid_0's poisson: -105.745 valid_0's l2: 380.59
[37] valid_0's poisson: -105.948 valid_0's l2: 377.1
[38] valid_0's poisson: -105.862 valid_0's l2: 376.367
[39] valid_0's poisson: -105.765 valid_0's l2: 374.168
[40] valid_0's poisson: -105.786 valid_0's l2: 372.093
[41] valid_0's poisson: -105.809 valid_0's l2: 366.93
[42] valid_0's poisson: -105.715 valid_0's l2: 365.453
[43] valid_0's poisson: -105.767 valid_0's l2: 364.604
[44] valid_0's poisson: -105.781 valid_0's l2: 363.328
[45] valid_0's poisson: -105.789 valid_0's l2: 361.22
[46] valid_0's poisson: -105.754 valid_0's l2: 360.108
[47] valid_0's poisson: -105.785 valid_0's l2: 360.796
[48] valid_0's poisson: -105.782 valid_0's l2: 359.435
[49] valid_0's poisson: -105.785 valid_0's l2: 359.37
[50] valid_0's poisson: -105.739 valid_0's l2: 356.978
[51] valid_0's poisson: -105.785 valid_0's l2: 356.171
[52] valid_0's poisson: -105.603 valid_0's l2: 353.732
[53] valid_0's poisson: -105.46 valid_0's l2: 352.624
[54] valid_0's poisson: -105.686 valid_0's l2: 351.067
[55] valid_0's poisson: -105.68 valid_0's l2: 350.329
[56] valid_0's poisson: -105.459 valid_0's l2: 349.395
[57] valid_0's poisson: -105.455 valid_0's l2: 349.053
[58] valid_0's poisson: -105.455 valid_0's l2: 347.733
[59] valid_0's poisson: -105.454 valid_0's l2: 347.466
[60] valid_0's poisson: -105.319 valid_0's l2: 347.659
[61] valid_0's poisson: -105.461 valid_0's l2: 346.992
[62] valid_0's poisson: -105.499 valid_0's l2: 347.072
[63] valid_0's poisson: -105.45 valid_0's l2: 346.037
[64] valid_0's poisson: -105.186 valid_0's l2: 345.517
[65] valid_0's poisson: -105.361 valid_0's l2: 344.243
[66] valid_0's poisson: -105.343 valid_0's l2: 343.832
[67] valid_0's poisson: -105.512 valid_0's l2: 341.602
[68] valid_0's poisson: -105.521 valid_0's l2: 341.283
[69] valid_0's poisson: -105.571 valid_0's l2: 340.993
[70] valid_0's poisson: -105.563 valid_0's l2: 341.101
[71] valid_0's poisson: -105.561 valid_0's l2: 341.166
[72] valid_0's poisson: -105.352 valid_0's l2: 340.662
[73] valid_0's poisson: -105.344 valid_0's l2: 340.7
[74] valid_0's poisson: -105.202 valid_0's l2: 340.232
[75] valid_0's poisson: -104.922 valid_0's l2: 337.986
[76] valid_0's poisson: -104.956 valid_0's l2: 338.056
[77] valid_0's poisson: -104.98 valid_0's l2: 337.892
[78] valid_0's poisson: -105.063 valid_0's l2: 337.508
[79] valid_0's poisson: -105.117 valid_0's l2: 335.499
[80] valid_0's poisson: -105.094 valid_0's l2: 334.9
[81] valid_0's poisson: -105.121 valid_0's l2: 334.617
[82] valid_0's poisson: -105.159 valid_0's l2: 334.288
[83] valid_0's poisson: -105.152 valid_0's l2: 333.794
[84] valid_0's poisson: -105.495 valid_0's l2: 332.964
[85] valid_0's poisson: -105.358 valid_0's l2: 332.676
[86] valid_0's poisson: -105.546 valid_0's l2: 332.001
[87] valid_0's poisson: -105.47 valid_0's l2: 332.082
[88] valid_0's poisson: -105.412 valid_0's l2: 331.179
[89] valid_0's poisson: -105.431 valid_0's l2: 331.182
[90] valid_0's poisson: -105.445 valid_0's l2: 330.364
[91] valid_0's poisson: -105.449 valid_0's l2: 329.709
[92] valid_0's poisson: -105.255 valid_0's l2: 329.683
[93] valid_0's poisson: -105.233 valid_0's l2: 328.903
[94] valid_0's poisson: -105.338 valid_0's l2: 327.907
[95] valid_0's poisson: -105.387 valid_0's l2: 326.633
[96] valid_0's poisson: -105.386 valid_0's l2: 326.596
[97] valid_0's poisson: -105.534 valid_0's l2: 325.635
[98] valid_0's poisson: -105.44 valid_0's l2: 325.102
[99] valid_0's poisson: -105.438 valid_0's l2: 325.099
[100] valid_0's poisson: -105.395 valid_0's l2: 324.616
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.0161 valid_0's l2: 1643.61
[2] valid_0's poisson: -99.2134 valid_0's l2: 1243.96
[3] valid_0's poisson: -101.847 valid_0's l2: 989.234
[4] valid_0's poisson: -103.53 valid_0's l2: 833.794
[5] valid_0's poisson: -104.805 valid_0's l2: 726.915
[6] valid_0's poisson: -105.664 valid_0's l2: 652.014
[7] valid_0's poisson: -106.351 valid_0's l2: 599.975
[8] valid_0's poisson: -106.809 valid_0's l2: 564.229
[9] valid_0's poisson: -107.024 valid_0's l2: 531.399
[10] valid_0's poisson: -107.306 valid_0's l2: 506.55
[11] valid_0's poisson: -107.368 valid_0's l2: 490.633
[12] valid_0's poisson: -107.488 valid_0's l2: 475.08
[13] valid_0's poisson: -107.409 valid_0's l2: 462.878
[14] valid_0's poisson: -107.446 valid_0's l2: 452.673
[15] valid_0's poisson: -107.296 valid_0's l2: 443.413
[16] valid_0's poisson: -107.086 valid_0's l2: 437.886
[17] valid_0's poisson: -106.781 valid_0's l2: 432.385
[18] valid_0's poisson: -106.853 valid_0's l2: 428.247
[19] valid_0's poisson: -106.908 valid_0's l2: 422.541
[20] valid_0's poisson: -106.667 valid_0's l2: 419.607
[21] valid_0's poisson: -106.496 valid_0's l2: 416.655
[22] valid_0's poisson: -106.532 valid_0's l2: 414.054
[23] valid_0's poisson: -106.257 valid_0's l2: 413.538
[24] valid_0's poisson: -106.213 valid_0's l2: 407.74
[25] valid_0's poisson: -106.081 valid_0's l2: 405.511
[26] valid_0's poisson: -106.055 valid_0's l2: 402.374
[27] valid_0's poisson: -106.014 valid_0's l2: 401.339
[28] valid_0's poisson: -106.139 valid_0's l2: 398.223
[29] valid_0's poisson: -106.242 valid_0's l2: 394.626
[30] valid_0's poisson: -106.15 valid_0's l2: 391.662
[31] valid_0's poisson: -105.934 valid_0's l2: 389.103
[32] valid_0's poisson: -105.937 valid_0's l2: 387.125
[33] valid_0's poisson: -105.964 valid_0's l2: 386.067
[34] valid_0's poisson: -105.914 valid_0's l2: 385.62
[35] valid_0's poisson: -106.064 valid_0's l2: 385.521
[36] valid_0's poisson: -106.073 valid_0's l2: 384.339
[37] valid_0's poisson: -105.966 valid_0's l2: 382.003
[38] valid_0's poisson: -105.864 valid_0's l2: 377.293
[39] valid_0's poisson: -105.916 valid_0's l2: 375.751
[40] valid_0's poisson: -106.022 valid_0's l2: 372.136
[41] valid_0's poisson: -105.974 valid_0's l2: 372.664
[42] valid_0's poisson: -105.956 valid_0's l2: 372.02
[43] valid_0's poisson: -105.956 valid_0's l2: 370.824
[44] valid_0's poisson: -105.921 valid_0's l2: 369.381
[45] valid_0's poisson: -105.966 valid_0's l2: 368.567
[46] valid_0's poisson: -105.928 valid_0's l2: 367.876
[47] valid_0's poisson: -105.724 valid_0's l2: 366.884
[48] valid_0's poisson: -105.594 valid_0's l2: 364.993
[49] valid_0's poisson: -105.63 valid_0's l2: 365.331
[50] valid_0's poisson: -105.605 valid_0's l2: 362.625
[51] valid_0's poisson: -105.493 valid_0's l2: 359.835
[52] valid_0's poisson: -105.328 valid_0's l2: 358.915
[53] valid_0's poisson: -105.23 valid_0's l2: 357.171
[54] valid_0's poisson: -105.14 valid_0's l2: 357.437
[55] valid_0's poisson: -105.145 valid_0's l2: 356.338
[56] valid_0's poisson: -105.071 valid_0's l2: 355.243
[57] valid_0's poisson: -105.149 valid_0's l2: 354.428
[58] valid_0's poisson: -105.165 valid_0's l2: 354.477
[59] valid_0's poisson: -105.23 valid_0's l2: 354.484
[60] valid_0's poisson: -105.2 valid_0's l2: 353.74
[61] valid_0's poisson: -105.21 valid_0's l2: 352.332
[62] valid_0's poisson: -105.133 valid_0's l2: 350.986
[63] valid_0's poisson: -105.173 valid_0's l2: 350.536
[64] valid_0's poisson: -105.064 valid_0's l2: 350.307
[65] valid_0's poisson: -105.082 valid_0's l2: 348.002
[66] valid_0's poisson: -105.085 valid_0's l2: 346.787
[67] valid_0's poisson: -105.026 valid_0's l2: 345.02
[68] valid_0's poisson: -104.976 valid_0's l2: 344.13
[69] valid_0's poisson: -104.897 valid_0's l2: 344.431
[70] valid_0's poisson: -104.882 valid_0's l2: 343.472
[71] valid_0's poisson: -104.806 valid_0's l2: 343.14
[72] valid_0's poisson: -104.757 valid_0's l2: 342.894
[73] valid_0's poisson: -104.859 valid_0's l2: 342.203
[74] valid_0's poisson: -105.179 valid_0's l2: 340.391
[75] valid_0's poisson: -105.173 valid_0's l2: 339.6
[76] valid_0's poisson: -105.175 valid_0's l2: 338.879
[77] valid_0's poisson: -105.234 valid_0's l2: 338.603
[78] valid_0's poisson: -105.185 valid_0's l2: 339.311
[79] valid_0's poisson: -105.22 valid_0's l2: 338.919
[80] valid_0's poisson: -105.198 valid_0's l2: 338.812
[81] valid_0's poisson: -105.163 valid_0's l2: 338.619
[82] valid_0's poisson: -105.179 valid_0's l2: 339.03
[83] valid_0's poisson: -105.14 valid_0's l2: 338.961
[84] valid_0's poisson: -105.134 valid_0's l2: 338.79
[85] valid_0's poisson: -105.047 valid_0's l2: 338.028
[86] valid_0's poisson: -105.037 valid_0's l2: 338.888
[87] valid_0's poisson: -105.176 valid_0's l2: 337.933
[88] valid_0's poisson: -105.109 valid_0's l2: 337.896
[89] valid_0's poisson: -105.016 valid_0's l2: 337.954
[90] valid_0's poisson: -105.132 valid_0's l2: 337.875
[91] valid_0's poisson: -104.95 valid_0's l2: 337.406
[92] valid_0's poisson: -105.053 valid_0's l2: 337.162
[93] valid_0's poisson: -105.114 valid_0's l2: 336.522
[94] valid_0's poisson: -105.324 valid_0's l2: 335.744
[95] valid_0's poisson: -105.328 valid_0's l2: 333.975
[96] valid_0's poisson: -105.405 valid_0's l2: 332.263
[97] valid_0's poisson: -105.367 valid_0's l2: 332.099
[98] valid_0's poisson: -105.308 valid_0's l2: 331.819
[99] valid_0's poisson: -105.357 valid_0's l2: 331.161
[100] valid_0's poisson: -105.291 valid_0's l2: 330.588
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.3326 valid_0's l2: 2288.85
[2] valid_0's poisson: -87.4891 valid_0's l2: 2277.47
[3] valid_0's poisson: -87.6434 valid_0's l2: 2266.19
[4] valid_0's poisson: -87.7955 valid_0's l2: 2254.99
[5] valid_0's poisson: -87.9458 valid_0's l2: 2243.85
[6] valid_0's poisson: -88.0939 valid_0's l2: 2232.8
[7] valid_0's poisson: -88.2399 valid_0's l2: 2221.84
[8] valid_0's poisson: -88.3841 valid_0's l2: 2210.96
[9] valid_0's poisson: -88.5262 valid_0's l2: 2200.16
[10] valid_0's poisson: -88.6677 valid_0's l2: 2189.36
[11] valid_0's poisson: -88.8072 valid_0's l2: 2178.65
[12] valid_0's poisson: -88.945 valid_0's l2: 2168.01
[13] valid_0's poisson: -89.08 valid_0's l2: 2157.53
[14] valid_0's poisson: -89.2141 valid_0's l2: 2147.06
[15] valid_0's poisson: -89.3466 valid_0's l2: 2136.68
[16] valid_0's poisson: -89.4766 valid_0's l2: 2126.43
[17] valid_0's poisson: -89.6055 valid_0's l2: 2116.22
[18] valid_0's poisson: -89.7329 valid_0's l2: 2106.08
[19] valid_0's poisson: -89.8635 valid_0's l2: 2095.62
[20] valid_0's poisson: -89.988 valid_0's l2: 2085.61
[21] valid_0's poisson: -90.1155 valid_0's l2: 2075.31
[22] valid_0's poisson: -90.2416 valid_0's l2: 2065.06
[23] valid_0's poisson: -90.3661 valid_0's l2: 2054.91
[24] valid_0's poisson: -90.4892 valid_0's l2: 2044.82
[25] valid_0's poisson: -90.6105 valid_0's l2: 2034.83
[26] valid_0's poisson: -90.7307 valid_0's l2: 2024.9
[27] valid_0's poisson: -90.8453 valid_0's l2: 2015.4
[28] valid_0's poisson: -90.9627 valid_0's l2: 2005.62
[29] valid_0's poisson: -91.0789 valid_0's l2: 1995.9
[30] valid_0's poisson: -91.1937 valid_0's l2: 1986.26
[31] valid_0's poisson: -91.3075 valid_0's l2: 1976.65
[32] valid_0's poisson: -91.4198 valid_0's l2: 1967.15
[33] valid_0's poisson: -91.527 valid_0's l2: 1958.07
[34] valid_0's poisson: -91.6367 valid_0's l2: 1948.83
[35] valid_0's poisson: -91.7457 valid_0's l2: 1939.49
[36] valid_0's poisson: -91.8531 valid_0's l2: 1930.38
[37] valid_0's poisson: -91.9592 valid_0's l2: 1921.35
[38] valid_0's poisson: -92.061 valid_0's l2: 1912.59
[39] valid_0's poisson: -92.1649 valid_0's l2: 1903.68
[40] valid_0's poisson: -92.2683 valid_0's l2: 1894.71
[41] valid_0's poisson: -92.3699 valid_0's l2: 1885.95
[42] valid_0's poisson: -92.4706 valid_0's l2: 1877.24
[43] valid_0's poisson: -92.5709 valid_0's l2: 1868.43
[44] valid_0's poisson: -92.6682 valid_0's l2: 1859.96
[45] valid_0's poisson: -92.7651 valid_0's l2: 1851.48
[46] valid_0's poisson: -92.861 valid_0's l2: 1843.07
[47] valid_0's poisson: -92.9566 valid_0's l2: 1834.69
[48] valid_0's poisson: -93.0505 valid_0's l2: 1826.4
[49] valid_0's poisson: -93.1442 valid_0's l2: 1818.15
[50] valid_0's poisson: -93.2362 valid_0's l2: 1809.99
[51] valid_0's poisson: -93.3299 valid_0's l2: 1801.6
[52] valid_0's poisson: -93.4201 valid_0's l2: 1793.56
[53] valid_0's poisson: -93.5093 valid_0's l2: 1785.58
[54] valid_0's poisson: -93.5978 valid_0's l2: 1777.66
[55] valid_0's poisson: -93.6852 valid_0's l2: 1769.8
[56] valid_0's poisson: -93.7719 valid_0's l2: 1762
[57] valid_0's poisson: -93.8576 valid_0's l2: 1754.26
[58] valid_0's poisson: -93.9425 valid_0's l2: 1746.57
[59] valid_0's poisson: -94.0299 valid_0's l2: 1738.63
[60] valid_0's poisson: -94.1133 valid_0's l2: 1731.05
[61] valid_0's poisson: -94.1958 valid_0's l2: 1723.54
[62] valid_0's poisson: -94.2775 valid_0's l2: 1716.08
[63] valid_0's poisson: -94.3584 valid_0's l2: 1708.68
[64] valid_0's poisson: -94.4386 valid_0's l2: 1701.34
[65] valid_0's poisson: -94.518 valid_0's l2: 1694.05
[66] valid_0's poisson: -94.5967 valid_0's l2: 1686.82
[67] valid_0's poisson: -94.6748 valid_0's l2: 1679.63
[68] valid_0's poisson: -94.7557 valid_0's l2: 1672.16
[69] valid_0's poisson: -94.8323 valid_0's l2: 1665.09
[70] valid_0's poisson: -94.9085 valid_0's l2: 1658.05
[71] valid_0's poisson: -94.9835 valid_0's l2: 1651.09
[72] valid_0's poisson: -95.0583 valid_0's l2: 1644.16
[73] valid_0's poisson: -95.1321 valid_0's l2: 1637.3
[74] valid_0's poisson: -95.2055 valid_0's l2: 1630.48
[75] valid_0's poisson: -95.2819 valid_0's l2: 1623.35
[76] valid_0's poisson: -95.3537 valid_0's l2: 1616.64
[77] valid_0's poisson: -95.4252 valid_0's l2: 1609.97
[78] valid_0's poisson: -95.4958 valid_0's l2: 1603.36
[79] valid_0's poisson: -95.5652 valid_0's l2: 1596.87
[80] valid_0's poisson: -95.6346 valid_0's l2: 1590.36
[81] valid_0's poisson: -95.7028 valid_0's l2: 1583.97
[82] valid_0's poisson: -95.7751 valid_0's l2: 1577.17
[83] valid_0's poisson: -95.8431 valid_0's l2: 1570.8
[84] valid_0's poisson: -95.9102 valid_0's l2: 1564.47
[85] valid_0's poisson: -95.9761 valid_0's l2: 1558.28
[86] valid_0's poisson: -96.0428 valid_0's l2: 1552.01
[87] valid_0's poisson: -96.1073 valid_0's l2: 1545.91
[88] valid_0's poisson: -96.1729 valid_0's l2: 1539.73
[89] valid_0's poisson: -96.2371 valid_0's l2: 1533.68
[90] valid_0's poisson: -96.3016 valid_0's l2: 1527.6
[91] valid_0's poisson: -96.3644 valid_0's l2: 1521.63
[92] valid_0's poisson: -96.4278 valid_0's l2: 1515.63
[93] valid_0's poisson: -96.4944 valid_0's l2: 1509.33
[94] valid_0's poisson: -96.5569 valid_0's l2: 1503.43
[95] valid_0's poisson: -96.618 valid_0's l2: 1497.64
[96] valid_0's poisson: -96.6784 valid_0's l2: 1491.87
[97] valid_0's poisson: -96.7393 valid_0's l2: 1486.1
[98] valid_0's poisson: -96.7997 valid_0's l2: 1480.36
[99] valid_0's poisson: -96.8589 valid_0's l2: 1474.74
[100] valid_0's poisson: -96.9175 valid_0's l2: 1469.15
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.3361 valid_0's l2: 2288.59
[2] valid_0's poisson: -87.4951 valid_0's l2: 2277.03
[3] valid_0's poisson: -87.6524 valid_0's l2: 2265.51
[4] valid_0's poisson: -87.8072 valid_0's l2: 2254.08
[5] valid_0's poisson: -87.9598 valid_0's l2: 2242.73
[6] valid_0's poisson: -88.1102 valid_0's l2: 2231.48
[7] valid_0's poisson: -88.2584 valid_0's l2: 2220.31
[8] valid_0's poisson: -88.4039 valid_0's l2: 2209.28
[9] valid_0's poisson: -88.548 valid_0's l2: 2198.28
[10] valid_0's poisson: -88.69 valid_0's l2: 2187.37
[11] valid_0's poisson: -88.8301 valid_0's l2: 2176.55
[12] valid_0's poisson: -88.968 valid_0's l2: 2165.82
[13] valid_0's poisson: -89.1038 valid_0's l2: 2155.2
[14] valid_0's poisson: -89.2381 valid_0's l2: 2144.64
[15] valid_0's poisson: -89.3709 valid_0's l2: 2134.14
[16] valid_0's poisson: -89.5017 valid_0's l2: 2123.74
[17] valid_0's poisson: -89.6311 valid_0's l2: 2113.4
[18] valid_0's poisson: -89.7585 valid_0's l2: 2103.16
[19] valid_0's poisson: -89.8842 valid_0's l2: 2093.01
[20] valid_0's poisson: -90.0084 valid_0's l2: 2082.93
[21] valid_0's poisson: -90.1399 valid_0's l2: 2072.32
[22] valid_0's poisson: -90.2616 valid_0's l2: 2062.36
[23] valid_0's poisson: -90.3814 valid_0's l2: 2052.5
[24] valid_0's poisson: -90.5001 valid_0's l2: 2042.69
[25] valid_0's poisson: -90.617 valid_0's l2: 2032.98
[26] valid_0's poisson: -90.7325 valid_0's l2: 2023.36
[27] valid_0's poisson: -90.8556 valid_0's l2: 2013.17
[28] valid_0's poisson: -90.9686 valid_0's l2: 2003.67
[29] valid_0's poisson: -91.0806 valid_0's l2: 1994.23
[30] valid_0's poisson: -91.1909 valid_0's l2: 1984.87
[31] valid_0's poisson: -91.3005 valid_0's l2: 1975.57
[32] valid_0's poisson: -91.408 valid_0's l2: 1966.39
[33] valid_0's poisson: -91.5236 valid_0's l2: 1956.61
[34] valid_0's poisson: -91.6295 valid_0's l2: 1947.52
[35] valid_0's poisson: -91.7332 valid_0's l2: 1938.58
[36] valid_0's poisson: -91.8369 valid_0's l2: 1929.62
[37] valid_0's poisson: -91.9385 valid_0's l2: 1920.81
[38] valid_0's poisson: -92.0395 valid_0's l2: 1912
[39] valid_0's poisson: -92.1484 valid_0's l2: 1902.61
[40] valid_0's poisson: -92.2472 valid_0's l2: 1893.96
[41] valid_0's poisson: -92.3449 valid_0's l2: 1885.39
[42] valid_0's poisson: -92.4418 valid_0's l2: 1876.85
[43] valid_0's poisson: -92.5371 valid_0's l2: 1868.42
[44] valid_0's poisson: -92.6323 valid_0's l2: 1859.99
[45] valid_0's poisson: -92.7351 valid_0's l2: 1850.98
[46] valid_0's poisson: -92.8285 valid_0's l2: 1842.67
[47] valid_0's poisson: -92.92 valid_0's l2: 1834.5
[48] valid_0's poisson: -93.0111 valid_0's l2: 1826.34
[49] valid_0's poisson: -93.1008 valid_0's l2: 1818.29
[50] valid_0's poisson: -93.1988 valid_0's l2: 1809.59
[51] valid_0's poisson: -93.2877 valid_0's l2: 1801.58
[52] valid_0's poisson: -93.3754 valid_0's l2: 1793.64
[53] valid_0's poisson: -93.462 valid_0's l2: 1785.82
[54] valid_0's poisson: -93.5479 valid_0's l2: 1778
[55] valid_0's poisson: -93.6328 valid_0's l2: 1770.29
[56] valid_0's poisson: -93.7257 valid_0's l2: 1761.93
[57] valid_0's poisson: -93.8093 valid_0's l2: 1754.3
[58] valid_0's poisson: -93.8921 valid_0's l2: 1746.71
[59] valid_0's poisson: -93.9735 valid_0's l2: 1739.25
[60] valid_0's poisson: -94.0552 valid_0's l2: 1731.75
[61] valid_0's poisson: -94.1441 valid_0's l2: 1723.67
[62] valid_0's poisson: -94.2242 valid_0's l2: 1716.3
[63] valid_0's poisson: -94.3025 valid_0's l2: 1709.06
[64] valid_0's poisson: -94.3811 valid_0's l2: 1701.79
[65] valid_0's poisson: -94.4576 valid_0's l2: 1694.7
[66] valid_0's poisson: -94.5428 valid_0's l2: 1686.88
[67] valid_0's poisson: -94.6195 valid_0's l2: 1679.77
[68] valid_0's poisson: -94.6949 valid_0's l2: 1672.73
[69] valid_0's poisson: -94.7696 valid_0's l2: 1665.78
[70] valid_0's poisson: -94.8436 valid_0's l2: 1658.86
[71] valid_0's poisson: -94.9253 valid_0's l2: 1651.31
[72] valid_0's poisson: -94.9981 valid_0's l2: 1644.5
[73] valid_0's poisson: -95.0697 valid_0's l2: 1637.77
[74] valid_0's poisson: -95.1417 valid_0's l2: 1631.02
[75] valid_0's poisson: -95.212 valid_0's l2: 1624.4
[76] valid_0's poisson: -95.2905 valid_0's l2: 1617.1
[77] valid_0's poisson: -95.3607 valid_0's l2: 1610.5
[78] valid_0's poisson: -95.4296 valid_0's l2: 1603.98
[79] valid_0's poisson: -95.4985 valid_0's l2: 1597.48
[80] valid_0's poisson: -95.5745 valid_0's l2: 1590.38
[81] valid_0's poisson: -95.6421 valid_0's l2: 1583.99
[82] valid_0's poisson: -95.7083 valid_0's l2: 1577.71
[83] valid_0's poisson: -95.775 valid_0's l2: 1571.4
[84] valid_0's poisson: -95.8401 valid_0's l2: 1565.21
[85] valid_0's poisson: -95.9132 valid_0's l2: 1558.34
[86] valid_0's poisson: -95.9783 valid_0's l2: 1552.16
[87] valid_0's poisson: -96.0424 valid_0's l2: 1546.04
[88] valid_0's poisson: -96.106 valid_0's l2: 1540.01
[89] valid_0's poisson: -96.1685 valid_0's l2: 1534.04
[90] valid_0's poisson: -96.239 valid_0's l2: 1527.39
[91] valid_0's poisson: -96.3015 valid_0's l2: 1521.44
[92] valid_0's poisson: -96.3631 valid_0's l2: 1515.57
[93] valid_0's poisson: -96.4239 valid_0's l2: 1509.75
[94] valid_0's poisson: -96.4922 valid_0's l2: 1503.27
[95] valid_0's poisson: -96.5528 valid_0's l2: 1497.49
[96] valid_0's poisson: -96.6121 valid_0's l2: 1491.81
[97] valid_0's poisson: -96.6709 valid_0's l2: 1486.19
[98] valid_0's poisson: -96.7373 valid_0's l2: 1479.89
[99] valid_0's poisson: -96.796 valid_0's l2: 1474.28
[100] valid_0's poisson: -96.8533 valid_0's l2: 1468.77
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.3324 valid_0's l2: 2288.83
[2] valid_0's poisson: -87.4927 valid_0's l2: 2277.14
[3] valid_0's poisson: -87.651 valid_0's l2: 2265.53
[4] valid_0's poisson: -87.8066 valid_0's l2: 2254.02
[5] valid_0's poisson: -87.9639 valid_0's l2: 2242.31
[6] valid_0's poisson: -88.1188 valid_0's l2: 2230.69
[7] valid_0's poisson: -88.2727 valid_0's l2: 2219.07
[8] valid_0's poisson: -88.4232 valid_0's l2: 2207.63
[9] valid_0's poisson: -88.5727 valid_0's l2: 2196.19
[10] valid_0's poisson: -88.716 valid_0's l2: 2185.17
[11] valid_0's poisson: -88.8602 valid_0's l2: 2174
[12] valid_0's poisson: -89.0038 valid_0's l2: 2162.81
[13] valid_0's poisson: -89.1443 valid_0's l2: 2151.8
[14] valid_0's poisson: -89.2811 valid_0's l2: 2141.08
[15] valid_0's poisson: -89.4154 valid_0's l2: 2130.45
[16] valid_0's poisson: -89.5488 valid_0's l2: 2119.89
[17] valid_0's poisson: -89.6805 valid_0's l2: 2109.41
[18] valid_0's poisson: -89.8137 valid_0's l2: 2098.69
[19] valid_0's poisson: -89.9421 valid_0's l2: 2088.36
[20] valid_0's poisson: -90.0686 valid_0's l2: 2078.11
[21] valid_0's poisson: -90.1939 valid_0's l2: 2067.94
[22] valid_0's poisson: -90.3177 valid_0's l2: 2057.84
[23] valid_0's poisson: -90.4399 valid_0's l2: 2047.82
[24] valid_0's poisson: -90.563 valid_0's l2: 2037.65
[25] valid_0's poisson: -90.6824 valid_0's l2: 2027.77
[26] valid_0's poisson: -90.7997 valid_0's l2: 2018.02
[27] valid_0's poisson: -90.9164 valid_0's l2: 2008.29
[28] valid_0's poisson: -91.0316 valid_0's l2: 1998.64
[29] valid_0's poisson: -91.1482 valid_0's l2: 1988.81
[30] valid_0's poisson: -91.2608 valid_0's l2: 1979.3
[31] valid_0's poisson: -91.3722 valid_0's l2: 1969.87
[32] valid_0's poisson: -91.4824 valid_0's l2: 1960.5
[33] valid_0's poisson: -91.5914 valid_0's l2: 1951.2
[34] valid_0's poisson: -91.7029 valid_0's l2: 1941.62
[35] valid_0's poisson: -91.8095 valid_0's l2: 1932.45
[36] valid_0's poisson: -91.915 valid_0's l2: 1923.36
[37] valid_0's poisson: -92.0195 valid_0's l2: 1914.33
[38] valid_0's poisson: -92.1227 valid_0's l2: 1905.36
[39] valid_0's poisson: -92.2281 valid_0's l2: 1896.19
[40] valid_0's poisson: -92.3293 valid_0's l2: 1887.36
[41] valid_0's poisson: -92.4294 valid_0's l2: 1878.6
[42] valid_0's poisson: -92.5284 valid_0's l2: 1869.9
[43] valid_0's poisson: -92.6265 valid_0's l2: 1861.26
[44] valid_0's poisson: -92.7267 valid_0's l2: 1852.41
[45] valid_0's poisson: -92.8231 valid_0's l2: 1843.88
[46] valid_0's poisson: -92.9182 valid_0's l2: 1835.44
[47] valid_0's poisson: -93.0126 valid_0's l2: 1827.04
[48] valid_0's poisson: -93.1057 valid_0's l2: 1818.73
[49] valid_0's poisson: -93.1985 valid_0's l2: 1810.44
[50] valid_0's poisson: -93.29 valid_0's l2: 1802.24
[51] valid_0's poisson: -93.3838 valid_0's l2: 1793.8
[52] valid_0's poisson: -93.4734 valid_0's l2: 1785.73
[53] valid_0's poisson: -93.5632 valid_0's l2: 1777.65
[54] valid_0's poisson: -93.6512 valid_0's l2: 1769.68
[55] valid_0's poisson: -93.7384 valid_0's l2: 1761.78
[56] valid_0's poisson: -93.828 valid_0's l2: 1753.64
[57] valid_0's poisson: -93.9136 valid_0's l2: 1745.84
[58] valid_0's poisson: -93.9993 valid_0's l2: 1738.05
[59] valid_0's poisson: -94.0832 valid_0's l2: 1730.38
[60] valid_0's poisson: -94.1705 valid_0's l2: 1722.37
[61] valid_0's poisson: -94.2528 valid_0's l2: 1714.81
[62] valid_0's poisson: -94.3356 valid_0's l2: 1707.23
[63] valid_0's poisson: -94.4165 valid_0's l2: 1699.78
[64] valid_0's poisson: -94.4967 valid_0's l2: 1692.38
[65] valid_0's poisson: -94.5793 valid_0's l2: 1684.74
[66] valid_0's poisson: -94.6579 valid_0's l2: 1677.46
[67] valid_0's poisson: -94.7356 valid_0's l2: 1670.25
[68] valid_0's poisson: -94.814 valid_0's l2: 1663
[69] valid_0's poisson: -94.894 valid_0's l2: 1655.56
[70] valid_0's poisson: -94.9699 valid_0's l2: 1648.49
[71] valid_0's poisson: -95.0451 valid_0's l2: 1641.46
[72] valid_0's poisson: -95.1233 valid_0's l2: 1634.16
[73] valid_0's poisson: -95.1971 valid_0's l2: 1627.25
[74] valid_0's poisson: -95.2703 valid_0's l2: 1620.38
[75] valid_0's poisson: -95.3471 valid_0's l2: 1613.17
[76] valid_0's poisson: -95.4209 valid_0's l2: 1606.29
[77] valid_0's poisson: -95.4924 valid_0's l2: 1599.56
[78] valid_0's poisson: -95.5631 valid_0's l2: 1592.91
[79] valid_0's poisson: -95.6364 valid_0's l2: 1585.99
[80] valid_0's poisson: -95.7057 valid_0's l2: 1579.44
[81] valid_0's poisson: -95.7743 valid_0's l2: 1572.95
[82] valid_0's poisson: -95.8424 valid_0's l2: 1566.5
[83] valid_0's poisson: -95.9103 valid_0's l2: 1560.06
[84] valid_0's poisson: -95.9771 valid_0's l2: 1553.7
[85] valid_0's poisson: -96.0471 valid_0's l2: 1547.05
[86] valid_0's poisson: -96.113 valid_0's l2: 1540.8
[87] valid_0's poisson: -96.1782 valid_0's l2: 1534.59
[88] valid_0's poisson: -96.2428 valid_0's l2: 1528.42
[89] valid_0's poisson: -96.3068 valid_0's l2: 1522.3
[90] valid_0's poisson: -96.375 valid_0's l2: 1515.79
[91] valid_0's poisson: -96.4386 valid_0's l2: 1509.72
[92] valid_0's poisson: -96.5017 valid_0's l2: 1503.7
[93] valid_0's poisson: -96.5636 valid_0's l2: 1497.76
[94] valid_0's poisson: -96.6256 valid_0's l2: 1491.82
[95] valid_0's poisson: -96.6871 valid_0's l2: 1485.94
[96] valid_0's poisson: -96.7474 valid_0's l2: 1480.13
[97] valid_0's poisson: -96.8121 valid_0's l2: 1473.92
[98] valid_0's poisson: -96.8721 valid_0's l2: 1468.16
[99] valid_0's poisson: -96.9309 valid_0's l2: 1462.49
[100] valid_0's poisson: -96.99 valid_0's l2: 1456.81
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.3394 valid_0's l2: 2288.38
[2] valid_0's poisson: -87.5003 valid_0's l2: 2276.69
[3] valid_0's poisson: -87.6587 valid_0's l2: 2265.11
[4] valid_0's poisson: -87.8207 valid_0's l2: 2253.17
[5] valid_0's poisson: -87.9749 valid_0's l2: 2241.75
[6] valid_0's poisson: -88.1269 valid_0's l2: 2230.41
[7] valid_0's poisson: -88.2822 valid_0's l2: 2218.73
[8] valid_0's poisson: -88.43 valid_0's l2: 2207.56
[9] valid_0's poisson: -88.5762 valid_0's l2: 2196.44
[10] valid_0's poisson: -88.72 valid_0's l2: 2185.44
[11] valid_0's poisson: -88.8619 valid_0's l2: 2174.52
[12] valid_0's poisson: -89.0074 valid_0's l2: 2163.24
[13] valid_0's poisson: -89.1456 valid_0's l2: 2152.48
[14] valid_0's poisson: -89.2826 valid_0's l2: 2141.76
[15] valid_0's poisson: -89.4173 valid_0's l2: 2131.16
[16] valid_0's poisson: -89.5501 valid_0's l2: 2120.64
[17] valid_0's poisson: -89.6869 valid_0's l2: 2109.75
[18] valid_0's poisson: -89.8164 valid_0's l2: 2099.38
[19] valid_0's poisson: -89.9454 valid_0's l2: 2089.04
[20] valid_0's poisson: -90.0718 valid_0's l2: 2078.83
[21] valid_0's poisson: -90.1967 valid_0's l2: 2068.68
[22] valid_0's poisson: -90.3255 valid_0's l2: 2058.18
[23] valid_0's poisson: -90.4474 valid_0's l2: 2048.19
[24] valid_0's poisson: -90.5695 valid_0's l2: 2038.18
[25] valid_0's poisson: -90.6885 valid_0's l2: 2028.35
[26] valid_0's poisson: -90.8062 valid_0's l2: 2018.58
[27] valid_0's poisson: -90.9279 valid_0's l2: 2008.44
[28] valid_0's poisson: -91.0429 valid_0's l2: 1998.82
[29] valid_0's poisson: -91.1565 valid_0's l2: 1989.27
[30] valid_0's poisson: -91.2709 valid_0's l2: 1979.68
[31] valid_0's poisson: -91.3821 valid_0's l2: 1970.27
[32] valid_0's poisson: -91.4974 valid_0's l2: 1960.48
[33] valid_0's poisson: -91.6061 valid_0's l2: 1951.21
[34] valid_0's poisson: -91.7123 valid_0's l2: 1942.1
[35] valid_0's poisson: -91.8188 valid_0's l2: 1932.96
[36] valid_0's poisson: -91.9294 valid_0's l2: 1923.44
[37] valid_0's poisson: -92.0322 valid_0's l2: 1914.53
[38] valid_0's poisson: -92.1346 valid_0's l2: 1905.62
[39] valid_0's poisson: -92.236 valid_0's l2: 1896.79
[40] valid_0's poisson: -92.3362 valid_0's l2: 1888.03
[41] valid_0's poisson: -92.4353 valid_0's l2: 1879.33
[42] valid_0's poisson: -92.5334 valid_0's l2: 1870.7
[43] valid_0's poisson: -92.6304 valid_0's l2: 1862.13
[44] valid_0's poisson: -92.7328 valid_0's l2: 1853.11
[45] valid_0's poisson: -92.8279 valid_0's l2: 1844.66
[46] valid_0's poisson: -92.9222 valid_0's l2: 1836.28
[47] valid_0's poisson: -93.0146 valid_0's l2: 1828.02
[48] valid_0's poisson: -93.1069 valid_0's l2: 1819.78
[49] valid_0's poisson: -93.2047 valid_0's l2: 1811.05
[50] valid_0's poisson: -93.2951 valid_0's l2: 1802.92
[51] valid_0's poisson: -93.3845 valid_0's l2: 1794.88
[52] valid_0's poisson: -93.4732 valid_0's l2: 1786.87
[53] valid_0's poisson: -93.5608 valid_0's l2: 1778.96
[54] valid_0's poisson: -93.6478 valid_0's l2: 1771.06
[55] valid_0's poisson: -93.7336 valid_0's l2: 1763.27
[56] valid_0's poisson: -93.8183 valid_0's l2: 1755.55
[57] valid_0's poisson: -93.9092 valid_0's l2: 1747.29
[58] valid_0's poisson: -93.9928 valid_0's l2: 1739.65
[59] valid_0's poisson: -94.0755 valid_0's l2: 1732.07
[60] valid_0's poisson: -94.1576 valid_0's l2: 1724.53
[61] valid_0's poisson: -94.2388 valid_0's l2: 1717.05
[62] valid_0's poisson: -94.3259 valid_0's l2: 1709.07
[63] valid_0's poisson: -94.4057 valid_0's l2: 1701.71
[64] valid_0's poisson: -94.4847 valid_0's l2: 1694.42
[65] valid_0's poisson: -94.5624 valid_0's l2: 1687.21
[66] valid_0's poisson: -94.6396 valid_0's l2: 1680.06
[67] valid_0's poisson: -94.7157 valid_0's l2: 1672.95
[68] valid_0's poisson: -94.7915 valid_0's l2: 1665.92
[69] valid_0's poisson: -94.8736 valid_0's l2: 1658.3
[70] valid_0's poisson: -94.9481 valid_0's l2: 1651.36
[71] valid_0's poisson: -95.0225 valid_0's l2: 1644.42
[72] valid_0's poisson: -95.0954 valid_0's l2: 1637.57
[73] valid_0's poisson: -95.1679 valid_0's l2: 1630.78
[74] valid_0's poisson: -95.2468 valid_0's l2: 1623.42
[75] valid_0's poisson: -95.3185 valid_0's l2: 1616.68
[76] valid_0's poisson: -95.3888 valid_0's l2: 1610.04
[77] valid_0's poisson: -95.4589 valid_0's l2: 1603.45
[78] valid_0's poisson: -95.5284 valid_0's l2: 1596.91
[79] valid_0's poisson: -95.5977 valid_0's l2: 1590.38
[80] valid_0's poisson: -95.6729 valid_0's l2: 1583.3
[81] valid_0's poisson: -95.7405 valid_0's l2: 1576.88
[82] valid_0's poisson: -95.8077 valid_0's l2: 1570.54
[83] valid_0's poisson: -95.8751 valid_0's l2: 1564.16
[84] valid_0's poisson: -95.9413 valid_0's l2: 1557.9
[85] valid_0's poisson: -96.0136 valid_0's l2: 1551.06
[86] valid_0's poisson: -96.0785 valid_0's l2: 1544.87
[87] valid_0's poisson: -96.1437 valid_0's l2: 1538.68
[88] valid_0's poisson: -96.2085 valid_0's l2: 1532.53
[89] valid_0's poisson: -96.2721 valid_0's l2: 1526.48
[90] valid_0's poisson: -96.3359 valid_0's l2: 1520.41
[91] valid_0's poisson: -96.3982 valid_0's l2: 1514.45
[92] valid_0's poisson: -96.4599 valid_0's l2: 1508.57
[93] valid_0's poisson: -96.528 valid_0's l2: 1502.08
[94] valid_0's poisson: -96.5897 valid_0's l2: 1496.2
[95] valid_0's poisson: -96.6503 valid_0's l2: 1490.41
[96] valid_0's poisson: -96.7102 valid_0's l2: 1484.66
[97] valid_0's poisson: -96.7699 valid_0's l2: 1478.96
[98] valid_0's poisson: -96.8296 valid_0's l2: 1473.25
[99] valid_0's poisson: -96.8886 valid_0's l2: 1467.61
[100] valid_0's poisson: -96.9467 valid_0's l2: 1462.03
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.3248 valid_0's l2: 2289.34
[2] valid_0's poisson: -87.4836 valid_0's l2: 2277.73
[3] valid_0's poisson: -87.6401 valid_0's l2: 2266.21
[4] valid_0's poisson: -87.7942 valid_0's l2: 2254.78
[5] valid_0's poisson: -87.9462 valid_0's l2: 2243.43
[6] valid_0's poisson: -88.096 valid_0's l2: 2232.18
[7] valid_0's poisson: -88.2487 valid_0's l2: 2220.62
[8] valid_0's poisson: -88.3991 valid_0's l2: 2209.16
[9] valid_0's poisson: -88.5475 valid_0's l2: 2197.78
[10] valid_0's poisson: -88.6937 valid_0's l2: 2186.5
[11] valid_0's poisson: -88.8335 valid_0's l2: 2175.66
[12] valid_0's poisson: -88.9758 valid_0's l2: 2164.54
[13] valid_0's poisson: -89.1162 valid_0's l2: 2153.51
[14] valid_0's poisson: -89.2547 valid_0's l2: 2142.56
[15] valid_0's poisson: -89.3914 valid_0's l2: 2131.7
[16] valid_0's poisson: -89.5263 valid_0's l2: 2120.92
[17] valid_0's poisson: -89.656 valid_0's l2: 2110.53
[18] valid_0's poisson: -89.7875 valid_0's l2: 2099.91
[19] valid_0's poisson: -89.9174 valid_0's l2: 2089.37
[20] valid_0's poisson: -90.0456 valid_0's l2: 2078.91
[21] valid_0's poisson: -90.1721 valid_0's l2: 2068.54
[22] valid_0's poisson: -90.2973 valid_0's l2: 2058.23
[23] valid_0's poisson: -90.4209 valid_0's l2: 2048
[24] valid_0's poisson: -90.5399 valid_0's l2: 2038.17
[25] valid_0's poisson: -90.6604 valid_0's l2: 2028.1
[26] valid_0's poisson: -90.7807 valid_0's l2: 2018.03
[27] valid_0's poisson: -90.8984 valid_0's l2: 2008.12
[28] valid_0's poisson: -91.015 valid_0's l2: 1998.27
[29] valid_0's poisson: -91.1311 valid_0's l2: 1988.42
[30] valid_0's poisson: -91.2423 valid_0's l2: 1979.01
[31] valid_0's poisson: -91.3548 valid_0's l2: 1969.39
[32] valid_0's poisson: -91.4644 valid_0's l2: 1960.11
[33] valid_0's poisson: -91.5756 valid_0's l2: 1950.54
[34] valid_0's poisson: -91.6828 valid_0's l2: 1941.4
[35] valid_0's poisson: -91.7888 valid_0's l2: 1932.33
[36] valid_0's poisson: -91.8934 valid_0's l2: 1923.34
[37] valid_0's poisson: -91.9977 valid_0's l2: 1914.35
[38] valid_0's poisson: -92.1034 valid_0's l2: 1905.12
[39] valid_0's poisson: -92.2046 valid_0's l2: 1896.33
[40] valid_0's poisson: -92.3057 valid_0's l2: 1887.53
[41] valid_0's poisson: -92.4055 valid_0's l2: 1878.82
[42] valid_0's poisson: -92.5044 valid_0's l2: 1870.16
[43] valid_0's poisson: -92.6023 valid_0's l2: 1861.56
[44] valid_0's poisson: -92.7021 valid_0's l2: 1852.69
[45] valid_0's poisson: -92.7981 valid_0's l2: 1844.22
[46] valid_0's poisson: -92.8928 valid_0's l2: 1835.82
[47] valid_0's poisson: -92.9868 valid_0's l2: 1827.48
[48] valid_0's poisson: -93.0789 valid_0's l2: 1819.26
[49] valid_0's poisson: -93.1709 valid_0's l2: 1811.05
[50] valid_0's poisson: -93.2606 valid_0's l2: 1802.96
[51] valid_0's poisson: -93.3543 valid_0's l2: 1794.5
[52] valid_0's poisson: -93.4437 valid_0's l2: 1786.46
[53] valid_0's poisson: -93.5322 valid_0's l2: 1778.48
[54] valid_0's poisson: -93.6184 valid_0's l2: 1770.64
[55] valid_0's poisson: -93.7052 valid_0's l2: 1762.78
[56] valid_0's poisson: -93.7897 valid_0's l2: 1755.05
[57] valid_0's poisson: -93.8735 valid_0's l2: 1747.37
[58] valid_0's poisson: -93.9616 valid_0's l2: 1739.3
[59] valid_0's poisson: -94.0445 valid_0's l2: 1731.73
[60] valid_0's poisson: -94.1271 valid_0's l2: 1724.16
[61] valid_0's poisson: -94.2078 valid_0's l2: 1716.71
[62] valid_0's poisson: -94.289 valid_0's l2: 1709.26
[63] valid_0's poisson: -94.3682 valid_0's l2: 1701.92
[64] valid_0's poisson: -94.4519 valid_0's l2: 1694.17
[65] valid_0's poisson: -94.531 valid_0's l2: 1686.87
[66] valid_0's poisson: -94.6092 valid_0's l2: 1679.63
[67] valid_0's poisson: -94.6849 valid_0's l2: 1672.56
[68] valid_0's poisson: -94.7618 valid_0's l2: 1665.43
[69] valid_0's poisson: -94.8366 valid_0's l2: 1658.42
[70] valid_0's poisson: -94.9164 valid_0's l2: 1650.97
[71] valid_0's poisson: -94.9913 valid_0's l2: 1643.99
[72] valid_0's poisson: -95.0655 valid_0's l2: 1637.07
[73] valid_0's poisson: -95.1379 valid_0's l2: 1630.26
[74] valid_0's poisson: -95.2099 valid_0's l2: 1623.49
[75] valid_0's poisson: -95.282 valid_0's l2: 1616.73
[76] valid_0's poisson: -95.352 valid_0's l2: 1610.11
[77] valid_0's poisson: -95.4274 valid_0's l2: 1603.01
[78] valid_0's poisson: -95.4978 valid_0's l2: 1596.39
[79] valid_0's poisson: -95.5664 valid_0's l2: 1589.87
[80] valid_0's poisson: -95.6355 valid_0's l2: 1583.36
[81] valid_0's poisson: -95.7031 valid_0's l2: 1576.94
[82] valid_0's poisson: -95.7711 valid_0's l2: 1570.52
[83] valid_0's poisson: -95.8431 valid_0's l2: 1563.69
[84] valid_0's poisson: -95.9097 valid_0's l2: 1557.39
[85] valid_0's poisson: -95.975 valid_0's l2: 1551.16
[86] valid_0's poisson: -96.0404 valid_0's l2: 1544.98
[87] valid_0's poisson: -96.1047 valid_0's l2: 1538.83
[88] valid_0's poisson: -96.169 valid_0's l2: 1532.74
[89] valid_0's poisson: -96.2379 valid_0's l2: 1526.18
[90] valid_0's poisson: -96.3017 valid_0's l2: 1520.12
[91] valid_0's poisson: -96.3646 valid_0's l2: 1514.14
[92] valid_0's poisson: -96.4274 valid_0's l2: 1508.16
[93] valid_0's poisson: -96.4892 valid_0's l2: 1502.28
[94] valid_0's poisson: -96.5554 valid_0's l2: 1495.97
[95] valid_0's poisson: -96.6157 valid_0's l2: 1490.17
[96] valid_0's poisson: -96.6766 valid_0's l2: 1484.37
[97] valid_0's poisson: -96.7365 valid_0's l2: 1478.65
[98] valid_0's poisson: -96.7964 valid_0's l2: 1472.93
[99] valid_0's poisson: -96.8555 valid_0's l2: 1467.28
[100] valid_0's poisson: -96.9149 valid_0's l2: 1461.61
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.8939 valid_0's l2: 2247.69
[2] valid_0's poisson: -88.571 valid_0's l2: 2196.69
[3] valid_0's poisson: -89.2093 valid_0's l2: 2147.28
[4] valid_0's poisson: -89.818 valid_0's l2: 2098.96
[5] valid_0's poisson: -90.3941 valid_0's l2: 2052.16
[6] valid_0's poisson: -90.9385 valid_0's l2: 2007.07
[7] valid_0's poisson: -91.458 valid_0's l2: 1963.18
[8] valid_0's poisson: -91.9548 valid_0's l2: 1920.48
[9] valid_0's poisson: -92.4261 valid_0's l2: 1879.45
[10] valid_0's poisson: -92.8785 valid_0's l2: 1839.41
[11] valid_0's poisson: -93.3112 valid_0's l2: 1800.6
[12] valid_0's poisson: -93.7255 valid_0's l2: 1763.15
[13] valid_0's poisson: -94.1264 valid_0's l2: 1726.6
[14] valid_0's poisson: -94.5109 valid_0's l2: 1691.16
[15] valid_0's poisson: -94.8807 valid_0's l2: 1656.81
[16] valid_0's poisson: -95.235 valid_0's l2: 1623.65
[17] valid_0's poisson: -95.5779 valid_0's l2: 1591.16
[18] valid_0's poisson: -95.92 valid_0's l2: 1558.7
[19] valid_0's poisson: -96.2458 valid_0's l2: 1527.55
[20] valid_0's poisson: -96.5557 valid_0's l2: 1497.69
[21] valid_0's poisson: -96.859 valid_0's l2: 1468.35
[22] valid_0's poisson: -97.1503 valid_0's l2: 1439.97
[23] valid_0's poisson: -97.4301 valid_0's l2: 1412.56
[24] valid_0's poisson: -97.7046 valid_0's l2: 1385.3
[25] valid_0's poisson: -97.9709 valid_0's l2: 1358.85
[26] valid_0's poisson: -98.2241 valid_0's l2: 1333.82
[27] valid_0's poisson: -98.472 valid_0's l2: 1308.98
[28] valid_0's poisson: -98.7102 valid_0's l2: 1285.28
[29] valid_0's poisson: -98.9455 valid_0's l2: 1261.74
[30] valid_0's poisson: -99.1709 valid_0's l2: 1239.34
[31] valid_0's poisson: -99.389 valid_0's l2: 1217.62
[32] valid_0's poisson: -99.6002 valid_0's l2: 1196.32
[33] valid_0's poisson: -99.8055 valid_0's l2: 1175.84
[34] valid_0's poisson: -100.011 valid_0's l2: 1155.2
[35] valid_0's poisson: -100.206 valid_0's l2: 1135.8
[36] valid_0's poisson: -100.396 valid_0's l2: 1116.72
[37] valid_0's poisson: -100.58 valid_0's l2: 1098.41
[38] valid_0's poisson: -100.756 valid_0's l2: 1080.82
[39] valid_0's poisson: -100.936 valid_0's l2: 1062.92
[40] valid_0's poisson: -101.105 valid_0's l2: 1046.03
[41] valid_0's poisson: -101.27 valid_0's l2: 1029.22
[42] valid_0's poisson: -101.431 valid_0's l2: 1013.27
[43] valid_0's poisson: -101.591 valid_0's l2: 997.317
[44] valid_0's poisson: -101.742 valid_0's l2: 982.164
[45] valid_0's poisson: -101.893 valid_0's l2: 967.135
[46] valid_0's poisson: -102.039 valid_0's l2: 952.545
[47] valid_0's poisson: -102.179 valid_0's l2: 938.566
[48] valid_0's poisson: -102.318 valid_0's l2: 924.806
[49] valid_0's poisson: -102.452 valid_0's l2: 911.423
[50] valid_0's poisson: -102.582 valid_0's l2: 898.478
[51] valid_0's poisson: -102.71 valid_0's l2: 885.995
[52] valid_0's poisson: -102.834 valid_0's l2: 873.673
[53] valid_0's poisson: -102.956 valid_0's l2: 861.689
[54] valid_0's poisson: -103.075 valid_0's l2: 849.735
[55] valid_0's poisson: -103.197 valid_0's l2: 838.149
[56] valid_0's poisson: -103.312 valid_0's l2: 827.106
[57] valid_0's poisson: -103.423 valid_0's l2: 816.453
[58] valid_0's poisson: -103.53 valid_0's l2: 805.933
[59] valid_0's poisson: -103.635 valid_0's l2: 795.912
[60] valid_0's poisson: -103.738 valid_0's l2: 785.746
[61] valid_0's poisson: -103.839 valid_0's l2: 775.915
[62] valid_0's poisson: -103.938 valid_0's l2: 766.39
[63] valid_0's poisson: -104.033 valid_0's l2: 757.094
[64] valid_0's poisson: -104.128 valid_0's l2: 747.934
[65] valid_0's poisson: -104.22 valid_0's l2: 738.993
[66] valid_0's poisson: -104.309 valid_0's l2: 730.535
[67] valid_0's poisson: -104.398 valid_0's l2: 722.026
[68] valid_0's poisson: -104.482 valid_0's l2: 713.995
[69] valid_0's poisson: -104.568 valid_0's l2: 705.95
[70] valid_0's poisson: -104.651 valid_0's l2: 698.202
[71] valid_0's poisson: -104.736 valid_0's l2: 690.322
[72] valid_0's poisson: -104.819 valid_0's l2: 682.759
[73] valid_0's poisson: -104.899 valid_0's l2: 675.394
[74] valid_0's poisson: -104.976 valid_0's l2: 668.211
[75] valid_0's poisson: -105.053 valid_0's l2: 660.986
[76] valid_0's poisson: -105.128 valid_0's l2: 654.174
[77] valid_0's poisson: -105.201 valid_0's l2: 647.74
[78] valid_0's poisson: -105.271 valid_0's l2: 641.442
[79] valid_0's poisson: -105.338 valid_0's l2: 635.248
[80] valid_0's poisson: -105.407 valid_0's l2: 628.872
[81] valid_0's poisson: -105.476 valid_0's l2: 622.88
[82] valid_0's poisson: -105.543 valid_0's l2: 616.765
[83] valid_0's poisson: -105.607 valid_0's l2: 610.835
[84] valid_0's poisson: -105.667 valid_0's l2: 605.363
[85] valid_0's poisson: -105.729 valid_0's l2: 600.059
[86] valid_0's poisson: -105.786 valid_0's l2: 594.943
[87] valid_0's poisson: -105.845 valid_0's l2: 590.03
[88] valid_0's poisson: -105.901 valid_0's l2: 585.077
[89] valid_0's poisson: -105.955 valid_0's l2: 580.359
[90] valid_0's poisson: -106.008 valid_0's l2: 575.809
[91] valid_0's poisson: -106.06 valid_0's l2: 571.105
[92] valid_0's poisson: -106.116 valid_0's l2: 566.678
[93] valid_0's poisson: -106.169 valid_0's l2: 562.06
[94] valid_0's poisson: -106.22 valid_0's l2: 557.602
[95] valid_0's poisson: -106.269 valid_0's l2: 553.523
[96] valid_0's poisson: -106.319 valid_0's l2: 549.249
[97] valid_0's poisson: -106.367 valid_0's l2: 545.111
[98] valid_0's poisson: -106.413 valid_0's l2: 541.309
[99] valid_0's poisson: -106.457 valid_0's l2: 537.501
[100] valid_0's poisson: -106.502 valid_0's l2: 533.674
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.01, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.8965 valid_0's l2: 2247.42
[2] valid_0's poisson: -88.574 valid_0's l2: 2196.21
[3] valid_0's poisson: -89.2119 valid_0's l2: 2146.54
[4] valid_0's poisson: -89.8169 valid_0's l2: 2098.19
[5] valid_0's poisson: -90.3968 valid_0's l2: 2050.75
[6] valid_0's poisson: -90.9553 valid_0's l2: 2004.53
[7] valid_0's poisson: -91.4791 valid_0's l2: 1959.86
[8] valid_0's poisson: -91.9736 valid_0's l2: 1916.94
[9] valid_0's poisson: -92.448 valid_0's l2: 1875.22
[10] valid_0's poisson: -92.9133 valid_0's l2: 1834.05
[11] valid_0's poisson: -93.3443 valid_0's l2: 1795.14
[12] valid_0's poisson: -93.7613 valid_0's l2: 1757.17
[13] valid_0's poisson: -94.1724 valid_0's l2: 1719.47
[14] valid_0's poisson: -94.5517 valid_0's l2: 1684.18
[15] valid_0's poisson: -94.9203 valid_0's l2: 1649.46
[16] valid_0's poisson: -95.2705 valid_0's l2: 1616.23
[17] valid_0's poisson: -95.6238 valid_0's l2: 1582.7
[18] valid_0's poisson: -95.9539 valid_0's l2: 1550.89
[19] valid_0's poisson: -96.2715 valid_0's l2: 1520.15
[20] valid_0's poisson: -96.5892 valid_0's l2: 1489.44
[21] valid_0's poisson: -96.8819 valid_0's l2: 1460.78
[22] valid_0's poisson: -97.168 valid_0's l2: 1432.57
[23] valid_0's poisson: -97.4559 valid_0's l2: 1404.38
[24] valid_0's poisson: -97.7261 valid_0's l2: 1377.84
[25] valid_0's poisson: -97.987 valid_0's l2: 1351.75
[26] valid_0's poisson: -98.2408 valid_0's l2: 1326.45
[27] valid_0's poisson: -98.495 valid_0's l2: 1301.29
[28] valid_0's poisson: -98.7282 valid_0's l2: 1277.94
[29] valid_0's poisson: -98.9594 valid_0's l2: 1254.84
[30] valid_0's poisson: -99.1928 valid_0's l2: 1231.52
[31] valid_0's poisson: -99.408 valid_0's l2: 1209.82
[32] valid_0's poisson: -99.6147 valid_0's l2: 1189.28
[33] valid_0's poisson: -99.8292 valid_0's l2: 1167.83
[34] valid_0's poisson: -100.029 valid_0's l2: 1147.67
[35] valid_0's poisson: -100.218 valid_0's l2: 1128.57
[36] valid_0's poisson: -100.415 valid_0's l2: 1108.92
[37] valid_0's poisson: -100.6 valid_0's l2: 1090.44
[38] valid_0's poisson: -100.779 valid_0's l2: 1072.39
[39] valid_0's poisson: -100.954 valid_0's l2: 1054.87
[40] valid_0's poisson: -101.124 valid_0's l2: 1037.82
[41] valid_0's poisson: -101.289 valid_0's l2: 1021.15
[42] valid_0's poisson: -101.449 valid_0's l2: 1004.78
[43] valid_0's poisson: -101.604 valid_0's l2: 989.103
[44] valid_0's poisson: -101.757 valid_0's l2: 973.844
[45] valid_0's poisson: -101.904 valid_0's l2: 959.044
[46] valid_0's poisson: -102.05 valid_0's l2: 944.532
[47] valid_0's poisson: -102.189 valid_0's l2: 930.473
[48] valid_0's poisson: -102.328 valid_0's l2: 916.625
[49] valid_0's poisson: -102.461 valid_0's l2: 903.585
[50] valid_0's poisson: -102.59 valid_0's l2: 890.783
[51] valid_0's poisson: -102.716 valid_0's l2: 878.348
[52] valid_0's poisson: -102.841 valid_0's l2: 865.946
[53] valid_0's poisson: -102.962 valid_0's l2: 854.074
[54] valid_0's poisson: -103.08 valid_0's l2: 842.369
[55] valid_0's poisson: -103.198 valid_0's l2: 830.845
[56] valid_0's poisson: -103.31 valid_0's l2: 819.877
[57] valid_0's poisson: -103.419 valid_0's l2: 809.608
[58] valid_0's poisson: -103.532 valid_0's l2: 799.048
[59] valid_0's poisson: -103.637 valid_0's l2: 788.822
[60] valid_0's poisson: -103.741 valid_0's l2: 778.603
[61] valid_0's poisson: -103.84 valid_0's l2: 768.901
[62] valid_0's poisson: -103.937 valid_0's l2: 759.4
[63] valid_0's poisson: -104.031 valid_0's l2: 750.468
[64] valid_0's poisson: -104.129 valid_0's l2: 741.518
[65] valid_0's poisson: -104.223 valid_0's l2: 733.058
[66] valid_0's poisson: -104.313 valid_0's l2: 724.514
[67] valid_0's poisson: -104.4 valid_0's l2: 716.265
[68] valid_0's poisson: -104.486 valid_0's l2: 708.035
[69] valid_0's poisson: -104.569 valid_0's l2: 700.41
[70] valid_0's poisson: -104.655 valid_0's l2: 692.777
[71] valid_0's poisson: -104.738 valid_0's l2: 685.375
[72] valid_0's poisson: -104.819 valid_0's l2: 678.276
[73] valid_0's poisson: -104.896 valid_0's l2: 671.195
[74] valid_0's poisson: -104.973 valid_0's l2: 664.063
[75] valid_0's poisson: -105.046 valid_0's l2: 657.316
[76] valid_0's poisson: -105.118 valid_0's l2: 650.902
[77] valid_0's poisson: -105.19 valid_0's l2: 644.802
[78] valid_0's poisson: -105.264 valid_0's l2: 638.527
[79] valid_0's poisson: -105.334 valid_0's l2: 632.418
[80] valid_0's poisson: -105.404 valid_0's l2: 626.181
[81] valid_0's poisson: -105.471 valid_0's l2: 620.415
[82] valid_0's poisson: -105.536 valid_0's l2: 614.871
[83] valid_0's poisson: -105.599 valid_0's l2: 609.298
[84] valid_0's poisson: -105.66 valid_0's l2: 604.105
[85] valid_0's poisson: -105.722 valid_0's l2: 599.025
[86] valid_0's poisson: -105.781 valid_0's l2: 593.844
[87] valid_0's poisson: -105.839 valid_0's l2: 588.929
[88] valid_0's poisson: -105.898 valid_0's l2: 584.155
[89] valid_0's poisson: -105.955 valid_0's l2: 579.475
[90] valid_0's poisson: -106.009 valid_0's l2: 574.954
[91] valid_0's poisson: -106.065 valid_0's l2: 570.521
[92] valid_0's poisson: -106.119 valid_0's l2: 566.242
[93] valid_0's poisson: -106.17 valid_0's l2: 562.071
[94] valid_0's poisson: -106.218 valid_0's l2: 558.001
[95] valid_0's poisson: -106.268 valid_0's l2: 553.966
[96] valid_0's poisson: -106.316 valid_0's l2: 550.105
[97] valid_0's poisson: -106.362 valid_0's l2: 546.277
[98] valid_0's poisson: -106.41 valid_0's l2: 542.457
[99] valid_0's poisson: -106.457 valid_0's l2: 538.594
[100] valid_0's poisson: -106.501 valid_0's l2: 534.85
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.01, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.8999 valid_0's l2: 2247.07
[2] valid_0's poisson: -88.5901 valid_0's l2: 2194.86
[3] valid_0's poisson: -89.2293 valid_0's l2: 2145.2
[4] valid_0's poisson: -89.835 valid_0's l2: 2096.94
[5] valid_0's poisson: -90.4156 valid_0's l2: 2049.57
[6] valid_0's poisson: -90.9643 valid_0's l2: 2003.88
[7] valid_0's poisson: -91.4975 valid_0's l2: 1958.72
[8] valid_0's poisson: -91.9916 valid_0's l2: 1916.03
[9] valid_0's poisson: -92.4785 valid_0's l2: 1873.31
[10] valid_0's poisson: -92.9362 valid_0's l2: 1832.56
[11] valid_0's poisson: -93.3803 valid_0's l2: 1792.41
[12] valid_0's poisson: -93.803 valid_0's l2: 1753.75
[13] valid_0's poisson: -94.2086 valid_0's l2: 1716.26
[14] valid_0's poisson: -94.5948 valid_0's l2: 1680.21
[15] valid_0's poisson: -94.9685 valid_0's l2: 1645.02
[16] valid_0's poisson: -95.3291 valid_0's l2: 1610.69
[17] valid_0's poisson: -95.6777 valid_0's l2: 1577.25
[18] valid_0's poisson: -96.008 valid_0's l2: 1545.48
[19] valid_0's poisson: -96.3312 valid_0's l2: 1514.19
[20] valid_0's poisson: -96.6414 valid_0's l2: 1483.95
[21] valid_0's poisson: -96.9441 valid_0's l2: 1454.11
[22] valid_0's poisson: -97.2335 valid_0's l2: 1425.54
[23] valid_0's poisson: -97.5163 valid_0's l2: 1397.67
[24] valid_0's poisson: -97.7863 valid_0's l2: 1370.67
[25] valid_0's poisson: -98.0519 valid_0's l2: 1344.39
[26] valid_0's poisson: -98.3093 valid_0's l2: 1318.53
[27] valid_0's poisson: -98.5569 valid_0's l2: 1293.59
[28] valid_0's poisson: -98.7933 valid_0's l2: 1270
[29] valid_0's poisson: -99.0287 valid_0's l2: 1246.32
[30] valid_0's poisson: -99.2534 valid_0's l2: 1223.47
[31] valid_0's poisson: -99.471 valid_0's l2: 1201.35
[32] valid_0's poisson: -99.6865 valid_0's l2: 1179.53
[33] valid_0's poisson: -99.8929 valid_0's l2: 1158.56
[34] valid_0's poisson: -100.091 valid_0's l2: 1138.32
[35] valid_0's poisson: -100.29 valid_0's l2: 1118.23
[36] valid_0's poisson: -100.477 valid_0's l2: 1099.38
[37] valid_0's poisson: -100.658 valid_0's l2: 1080.96
[38] valid_0's poisson: -100.834 valid_0's l2: 1063.2
[39] valid_0's poisson: -101.012 valid_0's l2: 1045.27
[40] valid_0's poisson: -101.179 valid_0's l2: 1028.57
[41] valid_0's poisson: -101.343 valid_0's l2: 1012.27
[42] valid_0's poisson: -101.507 valid_0's l2: 995.841
[43] valid_0's poisson: -101.661 valid_0's l2: 980.444
[44] valid_0's poisson: -101.814 valid_0's l2: 965.22
[45] valid_0's poisson: -101.961 valid_0's l2: 950.528
[46] valid_0's poisson: -102.11 valid_0's l2: 935.813
[47] valid_0's poisson: -102.251 valid_0's l2: 921.874
[48] valid_0's poisson: -102.386 valid_0's l2: 908.629
[49] valid_0's poisson: -102.521 valid_0's l2: 894.947
[50] valid_0's poisson: -102.655 valid_0's l2: 881.832
[51] valid_0's poisson: -102.782 valid_0's l2: 869.436
[52] valid_0's poisson: -102.905 valid_0's l2: 857.41
[53] valid_0's poisson: -103.026 valid_0's l2: 845.5
[54] valid_0's poisson: -103.147 valid_0's l2: 834.099
[55] valid_0's poisson: -103.264 valid_0's l2: 822.507
[56] valid_0's poisson: -103.379 valid_0's l2: 811.046
[57] valid_0's poisson: -103.491 valid_0's l2: 800.014
[58] valid_0's poisson: -103.6 valid_0's l2: 789.335
[59] valid_0's poisson: -103.708 valid_0's l2: 778.604
[60] valid_0's poisson: -103.812 valid_0's l2: 768.428
[61] valid_0's poisson: -103.915 valid_0's l2: 758.528
[62] valid_0's poisson: -104.012 valid_0's l2: 748.863
[63] valid_0's poisson: -104.107 valid_0's l2: 739.834
[64] valid_0's poisson: -104.202 valid_0's l2: 730.586
[65] valid_0's poisson: -104.293 valid_0's l2: 721.737
[66] valid_0's poisson: -104.382 valid_0's l2: 713.345
[67] valid_0's poisson: -104.474 valid_0's l2: 705.05
[68] valid_0's poisson: -104.559 valid_0's l2: 696.88
[69] valid_0's poisson: -104.641 valid_0's l2: 689.009
[70] valid_0's poisson: -104.723 valid_0's l2: 681.553
[71] valid_0's poisson: -104.803 valid_0's l2: 673.845
[72] valid_0's poisson: -104.879 valid_0's l2: 666.59
[73] valid_0's poisson: -104.954 valid_0's l2: 659.584
[74] valid_0's poisson: -105.036 valid_0's l2: 652.587
[75] valid_0's poisson: -105.109 valid_0's l2: 645.945
[76] valid_0's poisson: -105.181 valid_0's l2: 639.28
[77] valid_0's poisson: -105.251 valid_0's l2: 633.123
[78] valid_0's poisson: -105.32 valid_0's l2: 626.895
[79] valid_0's poisson: -105.39 valid_0's l2: 620.676
[80] valid_0's poisson: -105.455 valid_0's l2: 614.755
[81] valid_0's poisson: -105.521 valid_0's l2: 609.188
[82] valid_0's poisson: -105.586 valid_0's l2: 603.697
[83] valid_0's poisson: -105.65 valid_0's l2: 598.187
[84] valid_0's poisson: -105.71 valid_0's l2: 592.797
[85] valid_0's poisson: -105.77 valid_0's l2: 587.445
[86] valid_0's poisson: -105.829 valid_0's l2: 582.666
[87] valid_0's poisson: -105.888 valid_0's l2: 577.823
[88] valid_0's poisson: -105.944 valid_0's l2: 573.053
[89] valid_0's poisson: -105.998 valid_0's l2: 568.511
[90] valid_0's poisson: -106.05 valid_0's l2: 564.086
[91] valid_0's poisson: -106.102 valid_0's l2: 559.929
[92] valid_0's poisson: -106.157 valid_0's l2: 555.546
[93] valid_0's poisson: -106.208 valid_0's l2: 551.269
[94] valid_0's poisson: -106.257 valid_0's l2: 547.212
[95] valid_0's poisson: -106.307 valid_0's l2: 543.38
[96] valid_0's poisson: -106.356 valid_0's l2: 539.276
[97] valid_0's poisson: -106.405 valid_0's l2: 535.115
[98] valid_0's poisson: -106.453 valid_0's l2: 531.225
[99] valid_0's poisson: -106.501 valid_0's l2: 527.303
[100] valid_0's poisson: -106.546 valid_0's l2: 523.599
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.01, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.9115 valid_0's l2: 2246.43
[2] valid_0's poisson: -88.602 valid_0's l2: 2194.37
[3] valid_0's poisson: -89.2478 valid_0's l2: 2144.39
[4] valid_0's poisson: -89.8577 valid_0's l2: 2095.95
[5] valid_0's poisson: -90.4447 valid_0's l2: 2048.18
[6] valid_0's poisson: -91.0004 valid_0's l2: 2001.99
[7] valid_0's poisson: -91.5313 valid_0's l2: 1956.99
[8] valid_0's poisson: -92.0364 valid_0's l2: 1913.44
[9] valid_0's poisson: -92.5178 valid_0's l2: 1871.24
[10] valid_0's poisson: -92.9775 valid_0's l2: 1830.24
[11] valid_0's poisson: -93.4204 valid_0's l2: 1790.3
[12] valid_0's poisson: -93.844 valid_0's l2: 1751.48
[13] valid_0's poisson: -94.2494 valid_0's l2: 1713.9
[14] valid_0's poisson: -94.6369 valid_0's l2: 1677.55
[15] valid_0's poisson: -95.0126 valid_0's l2: 1642.13
[16] valid_0's poisson: -95.3708 valid_0's l2: 1607.94
[17] valid_0's poisson: -95.714 valid_0's l2: 1574.77
[18] valid_0's poisson: -96.0409 valid_0's l2: 1543.15
[19] valid_0's poisson: -96.3657 valid_0's l2: 1511.67
[20] valid_0's poisson: -96.67 valid_0's l2: 1481.83
[21] valid_0's poisson: -96.9629 valid_0's l2: 1452.96
[22] valid_0's poisson: -97.2505 valid_0's l2: 1424.49
[23] valid_0's poisson: -97.5369 valid_0's l2: 1396.29
[24] valid_0's poisson: -97.8068 valid_0's l2: 1369.27
[25] valid_0's poisson: -98.0633 valid_0's l2: 1343.68
[26] valid_0's poisson: -98.3234 valid_0's l2: 1317.84
[27] valid_0's poisson: -98.5693 valid_0's l2: 1293.05
[28] valid_0's poisson: -98.803 valid_0's l2: 1269.8
[29] valid_0's poisson: -99.0413 valid_0's l2: 1245.93
[30] valid_0's poisson: -99.2646 valid_0's l2: 1223.52
[31] valid_0's poisson: -99.481 valid_0's l2: 1201.66
[32] valid_0's poisson: -99.689 valid_0's l2: 1180.82
[33] valid_0's poisson: -99.9015 valid_0's l2: 1159.5
[34] valid_0's poisson: -100.097 valid_0's l2: 1139.49
[35] valid_0's poisson: -100.29 valid_0's l2: 1119.91
[36] valid_0's poisson: -100.485 valid_0's l2: 1100.49
[37] valid_0's poisson: -100.667 valid_0's l2: 1082.42
[38] valid_0's poisson: -100.845 valid_0's l2: 1064.33
[39] valid_0's poisson: -101.021 valid_0's l2: 1046.92
[40] valid_0's poisson: -101.186 valid_0's l2: 1030.17
[41] valid_0's poisson: -101.347 valid_0's l2: 1013.93
[42] valid_0's poisson: -101.509 valid_0's l2: 998.003
[43] valid_0's poisson: -101.664 valid_0's l2: 982.401
[44] valid_0's poisson: -101.815 valid_0's l2: 967.515
[45] valid_0's poisson: -101.961 valid_0's l2: 952.887
[46] valid_0's poisson: -102.105 valid_0's l2: 938.363
[47] valid_0's poisson: -102.246 valid_0's l2: 924.349
[48] valid_0's poisson: -102.383 valid_0's l2: 910.833
[49] valid_0's poisson: -102.516 valid_0's l2: 897.493
[50] valid_0's poisson: -102.645 valid_0's l2: 884.728
[51] valid_0's poisson: -102.773 valid_0's l2: 872.061
[52] valid_0's poisson: -102.896 valid_0's l2: 859.875
[53] valid_0's poisson: -103.017 valid_0's l2: 848.103
[54] valid_0's poisson: -103.139 valid_0's l2: 836.678
[55] valid_0's poisson: -103.255 valid_0's l2: 825.287
[56] valid_0's poisson: -103.368 valid_0's l2: 814.211
[57] valid_0's poisson: -103.477 valid_0's l2: 803.536
[58] valid_0's poisson: -103.585 valid_0's l2: 793.401
[59] valid_0's poisson: -103.689 valid_0's l2: 783.171
[60] valid_0's poisson: -103.793 valid_0's l2: 773.041
[61] valid_0's poisson: -103.893 valid_0's l2: 763.411
[62] valid_0's poisson: -103.991 valid_0's l2: 754.157
[63] valid_0's poisson: -104.091 valid_0's l2: 745.069
[64] valid_0's poisson: -104.185 valid_0's l2: 735.991
[65] valid_0's poisson: -104.275 valid_0's l2: 727.549
[66] valid_0's poisson: -104.363 valid_0's l2: 719.091
[67] valid_0's poisson: -104.451 valid_0's l2: 710.923
[68] valid_0's poisson: -104.541 valid_0's l2: 702.809
[69] valid_0's poisson: -104.628 valid_0's l2: 694.878
[70] valid_0's poisson: -104.709 valid_0's l2: 687.511
[71] valid_0's poisson: -104.789 valid_0's l2: 680.083
[72] valid_0's poisson: -104.866 valid_0's l2: 673.154
[73] valid_0's poisson: -104.941 valid_0's l2: 666.349
[74] valid_0's poisson: -105.016 valid_0's l2: 659.386
[75] valid_0's poisson: -105.087 valid_0's l2: 652.97
[76] valid_0's poisson: -105.162 valid_0's l2: 646.611
[77] valid_0's poisson: -105.232 valid_0's l2: 640.358
[78] valid_0's poisson: -105.307 valid_0's l2: 633.978
[79] valid_0's poisson: -105.376 valid_0's l2: 627.967
[80] valid_0's poisson: -105.444 valid_0's l2: 622.009
[81] valid_0's poisson: -105.509 valid_0's l2: 616.371
[82] valid_0's poisson: -105.576 valid_0's l2: 610.561
[83] valid_0's poisson: -105.641 valid_0's l2: 604.555
[84] valid_0's poisson: -105.705 valid_0's l2: 599.116
[85] valid_0's poisson: -105.768 valid_0's l2: 593.723
[86] valid_0's poisson: -105.83 valid_0's l2: 588.452
[87] valid_0's poisson: -105.89 valid_0's l2: 583.547
[88] valid_0's poisson: -105.947 valid_0's l2: 578.502
[89] valid_0's poisson: -106.004 valid_0's l2: 573.762
[90] valid_0's poisson: -106.063 valid_0's l2: 569.306
[91] valid_0's poisson: -106.118 valid_0's l2: 564.43
[92] valid_0's poisson: -106.168 valid_0's l2: 560.357
[93] valid_0's poisson: -106.223 valid_0's l2: 556.192
[94] valid_0's poisson: -106.273 valid_0's l2: 551.991
[95] valid_0's poisson: -106.321 valid_0's l2: 548.067
[96] valid_0's poisson: -106.371 valid_0's l2: 543.788
[97] valid_0's poisson: -106.419 valid_0's l2: 540.105
[98] valid_0's poisson: -106.469 valid_0's l2: 536.534
[99] valid_0's poisson: -106.517 valid_0's l2: 532.392
[100] valid_0's poisson: -106.56 valid_0's l2: 529.117
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.01, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.8885 valid_0's l2: 2247.74
[2] valid_0's poisson: -88.5698 valid_0's l2: 2196.07
[3] valid_0's poisson: -89.2114 valid_0's l2: 2146.04
[4] valid_0's poisson: -89.8184 valid_0's l2: 2097.51
[5] valid_0's poisson: -90.3915 valid_0's l2: 2050.69
[6] valid_0's poisson: -90.9362 valid_0's l2: 2005.27
[7] valid_0's poisson: -91.4547 valid_0's l2: 1961.25
[8] valid_0's poisson: -91.9523 valid_0's l2: 1918.32
[9] valid_0's poisson: -92.4225 valid_0's l2: 1877.07
[10] valid_0's poisson: -92.8717 valid_0's l2: 1837.13
[11] valid_0's poisson: -93.3101 valid_0's l2: 1797.69
[12] valid_0's poisson: -93.7268 valid_0's l2: 1759.74
[13] valid_0's poisson: -94.1271 valid_0's l2: 1722.79
[14] valid_0's poisson: -94.5112 valid_0's l2: 1687.14
[15] valid_0's poisson: -94.8894 valid_0's l2: 1651.7
[16] valid_0's poisson: -95.2533 valid_0's l2: 1617.27
[17] valid_0's poisson: -95.5985 valid_0's l2: 1584.36
[18] valid_0's poisson: -95.935 valid_0's l2: 1551.95
[19] valid_0's poisson: -96.2595 valid_0's l2: 1520.5
[20] valid_0's poisson: -96.5741 valid_0's l2: 1489.77
[21] valid_0's poisson: -96.8753 valid_0's l2: 1460.4
[22] valid_0's poisson: -97.1671 valid_0's l2: 1431.47
[23] valid_0's poisson: -97.4505 valid_0's l2: 1403.39
[24] valid_0's poisson: -97.7239 valid_0's l2: 1376.05
[25] valid_0's poisson: -97.984 valid_0's l2: 1350.07
[26] valid_0's poisson: -98.2432 valid_0's l2: 1324.2
[27] valid_0's poisson: -98.4879 valid_0's l2: 1299.43
[28] valid_0's poisson: -98.7277 valid_0's l2: 1275.22
[29] valid_0's poisson: -98.9646 valid_0's l2: 1251.5
[30] valid_0's poisson: -99.1884 valid_0's l2: 1228.87
[31] valid_0's poisson: -99.4057 valid_0's l2: 1206.88
[32] valid_0's poisson: -99.6183 valid_0's l2: 1185.4
[33] valid_0's poisson: -99.829 valid_0's l2: 1164.25
[34] valid_0's poisson: -100.027 valid_0's l2: 1144.19
[35] valid_0's poisson: -100.224 valid_0's l2: 1124.37
[36] valid_0's poisson: -100.412 valid_0's l2: 1105.25
[37] valid_0's poisson: -100.6 valid_0's l2: 1086.41
[38] valid_0's poisson: -100.778 valid_0's l2: 1068.46
[39] valid_0's poisson: -100.952 valid_0's l2: 1050.86
[40] valid_0's poisson: -101.12 valid_0's l2: 1033.85
[41] valid_0's poisson: -101.286 valid_0's l2: 1016.92
[42] valid_0's poisson: -101.447 valid_0's l2: 1000.64
[43] valid_0's poisson: -101.606 valid_0's l2: 984.535
[44] valid_0's poisson: -101.755 valid_0's l2: 969.417
[45] valid_0's poisson: -101.902 valid_0's l2: 954.922
[46] valid_0's poisson: -102.047 valid_0's l2: 940.284
[47] valid_0's poisson: -102.189 valid_0's l2: 926.125
[48] valid_0's poisson: -102.325 valid_0's l2: 912.385
[49] valid_0's poisson: -102.462 valid_0's l2: 899.058
[50] valid_0's poisson: -102.592 valid_0's l2: 886.096
[51] valid_0's poisson: -102.72 valid_0's l2: 873.34
[52] valid_0's poisson: -102.843 valid_0's l2: 861.126
[53] valid_0's poisson: -102.965 valid_0's l2: 848.95
[54] valid_0's poisson: -103.083 valid_0's l2: 837.121
[55] valid_0's poisson: -103.2 valid_0's l2: 825.68
[56] valid_0's poisson: -103.314 valid_0's l2: 814.437
[57] valid_0's poisson: -103.424 valid_0's l2: 803.605
[58] valid_0's poisson: -103.532 valid_0's l2: 793.187
[59] valid_0's poisson: -103.635 valid_0's l2: 783.193
[60] valid_0's poisson: -103.739 valid_0's l2: 773.052
[61] valid_0's poisson: -103.839 valid_0's l2: 763.258
[62] valid_0's poisson: -103.939 valid_0's l2: 753.673
[63] valid_0's poisson: -104.041 valid_0's l2: 744.425
[64] valid_0's poisson: -104.132 valid_0's l2: 735.73
[65] valid_0's poisson: -104.225 valid_0's l2: 726.698
[66] valid_0's poisson: -104.316 valid_0's l2: 717.956
[67] valid_0's poisson: -104.404 valid_0's l2: 709.668
[68] valid_0's poisson: -104.497 valid_0's l2: 701.417
[69] valid_0's poisson: -104.588 valid_0's l2: 693.414
[70] valid_0's poisson: -104.67 valid_0's l2: 685.697
[71] valid_0's poisson: -104.749 valid_0's l2: 678.289
[72] valid_0's poisson: -104.827 valid_0's l2: 671.034
[73] valid_0's poisson: -104.905 valid_0's l2: 663.741
[74] valid_0's poisson: -104.98 valid_0's l2: 656.758
[75] valid_0's poisson: -105.055 valid_0's l2: 650.038
[76] valid_0's poisson: -105.125 valid_0's l2: 643.602
[77] valid_0's poisson: -105.202 valid_0's l2: 637.314
[78] valid_0's poisson: -105.272 valid_0's l2: 631.113
[79] valid_0's poisson: -105.345 valid_0's l2: 624.515
[80] valid_0's poisson: -105.415 valid_0's l2: 618.758
[81] valid_0's poisson: -105.478 valid_0's l2: 613.283
[82] valid_0's poisson: -105.546 valid_0's l2: 607.223
[83] valid_0's poisson: -105.608 valid_0's l2: 601.882
[84] valid_0's poisson: -105.671 valid_0's l2: 596.374
[85] valid_0's poisson: -105.731 valid_0's l2: 591.346
[86] valid_0's poisson: -105.794 valid_0's l2: 586.15
[87] valid_0's poisson: -105.851 valid_0's l2: 581.284
[88] valid_0's poisson: -105.905 valid_0's l2: 576.629
[89] valid_0's poisson: -105.961 valid_0's l2: 571.813
[90] valid_0's poisson: -106.018 valid_0's l2: 567.203
[91] valid_0's poisson: -106.07 valid_0's l2: 562.801
[92] valid_0's poisson: -106.124 valid_0's l2: 558.381
[93] valid_0's poisson: -106.174 valid_0's l2: 554.287
[94] valid_0's poisson: -106.226 valid_0's l2: 550.011
[95] valid_0's poisson: -106.276 valid_0's l2: 545.844
[96] valid_0's poisson: -106.324 valid_0's l2: 541.826
[97] valid_0's poisson: -106.374 valid_0's l2: 537.721
[98] valid_0's poisson: -106.421 valid_0's l2: 533.91
[99] valid_0's poisson: -106.468 valid_0's l2: 530.019
[100] valid_0's poisson: -106.514 valid_0's l2: 526.285
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.01, learning_rate=0.015625, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.345 valid_0's l2: 2287.95
[2] valid_0's poisson: -87.5137 valid_0's l2: 2275.68
[3] valid_0's poisson: -87.68 valid_0's l2: 2263.5
[4] valid_0's poisson: -87.8437 valid_0's l2: 2251.42
[5] valid_0's poisson: -88.0051 valid_0's l2: 2239.43
[6] valid_0's poisson: -88.1642 valid_0's l2: 2227.53
[7] valid_0's poisson: -88.3211 valid_0's l2: 2215.71
[8] valid_0's poisson: -88.4756 valid_0's l2: 2204
[9] valid_0's poisson: -88.6282 valid_0's l2: 2192.36
[10] valid_0's poisson: -88.7787 valid_0's l2: 2180.81
[11] valid_0's poisson: -88.9291 valid_0's l2: 2169.2
[12] valid_0's poisson: -89.0775 valid_0's l2: 2157.67
[13] valid_0's poisson: -89.2221 valid_0's l2: 2146.38
[14] valid_0's poisson: -89.3666 valid_0's l2: 2135.02
[15] valid_0's poisson: -89.5092 valid_0's l2: 2123.75
[16] valid_0's poisson: -89.6483 valid_0's l2: 2112.74
[17] valid_0's poisson: -89.7873 valid_0's l2: 2101.64
[18] valid_0's poisson: -89.9246 valid_0's l2: 2090.62
[19] valid_0's poisson: -90.0586 valid_0's l2: 2079.85
[20] valid_0's poisson: -90.1924 valid_0's l2: 2069
[21] valid_0's poisson: -90.3246 valid_0's l2: 2058.23
[22] valid_0's poisson: -90.4538 valid_0's l2: 2047.7
[23] valid_0's poisson: -90.5827 valid_0's l2: 2037.1
[24] valid_0's poisson: -90.7101 valid_0's l2: 2026.57
[25] valid_0's poisson: -90.8349 valid_0's l2: 2016.27
[26] valid_0's poisson: -90.9592 valid_0's l2: 2005.91
[27] valid_0's poisson: -91.0822 valid_0's l2: 1995.62
[28] valid_0's poisson: -91.2027 valid_0's l2: 1985.55
[29] valid_0's poisson: -91.3229 valid_0's l2: 1975.41
[30] valid_0's poisson: -91.4416 valid_0's l2: 1965.37
[31] valid_0's poisson: -91.5581 valid_0's l2: 1955.51
[32] valid_0's poisson: -91.6762 valid_0's l2: 1945.46
[33] valid_0's poisson: -91.793 valid_0's l2: 1935.48
[34] valid_0's poisson: -91.9084 valid_0's l2: 1925.58
[35] valid_0's poisson: -92.0227 valid_0's l2: 1915.74
[36] valid_0's poisson: -92.1357 valid_0's l2: 1905.98
[37] valid_0's poisson: -92.2471 valid_0's l2: 1896.32
[38] valid_0's poisson: -92.3575 valid_0's l2: 1886.71
[39] valid_0's poisson: -92.4665 valid_0's l2: 1877.19
[40] valid_0's poisson: -92.5732 valid_0's l2: 1867.84
[41] valid_0's poisson: -92.6803 valid_0's l2: 1858.44
[42] valid_0's poisson: -92.7859 valid_0's l2: 1849.13
[43] valid_0's poisson: -92.8905 valid_0's l2: 1839.89
[44] valid_0's poisson: -92.9951 valid_0's l2: 1830.6
[45] valid_0's poisson: -93.0988 valid_0's l2: 1821.38
[46] valid_0's poisson: -93.2001 valid_0's l2: 1812.35
[47] valid_0's poisson: -93.3015 valid_0's l2: 1803.27
[48] valid_0's poisson: -93.4019 valid_0's l2: 1794.38
[49] valid_0's poisson: -93.5014 valid_0's l2: 1785.42
[50] valid_0's poisson: -93.5997 valid_0's l2: 1776.66
[51] valid_0's poisson: -93.6969 valid_0's l2: 1767.97
[52] valid_0's poisson: -93.7936 valid_0's l2: 1759.21
[53] valid_0's poisson: -93.889 valid_0's l2: 1750.64
[54] valid_0's poisson: -93.9817 valid_0's l2: 1742.2
[55] valid_0's poisson: -94.0754 valid_0's l2: 1733.75
[56] valid_0's poisson: -94.1676 valid_0's l2: 1725.32
[57] valid_0's poisson: -94.2581 valid_0's l2: 1717.09
[58] valid_0's poisson: -94.3477 valid_0's l2: 1708.93
[59] valid_0's poisson: -94.4382 valid_0's l2: 1700.6
[60] valid_0's poisson: -94.5261 valid_0's l2: 1692.56
[61] valid_0's poisson: -94.6132 valid_0's l2: 1684.57
[62] valid_0's poisson: -94.6994 valid_0's l2: 1676.65
[63] valid_0's poisson: -94.7868 valid_0's l2: 1668.55
[64] valid_0's poisson: -94.8714 valid_0's l2: 1660.74
[65] valid_0's poisson: -94.9552 valid_0's l2: 1652.99
[66] valid_0's poisson: -95.0383 valid_0's l2: 1645.3
[67] valid_0's poisson: -95.1224 valid_0's l2: 1637.44
[68] valid_0's poisson: -95.2039 valid_0's l2: 1629.85
[69] valid_0's poisson: -95.2847 valid_0's l2: 1622.33
[70] valid_0's poisson: -95.3667 valid_0's l2: 1614.63
[71] valid_0's poisson: -95.4461 valid_0's l2: 1607.22
[72] valid_0's poisson: -95.5246 valid_0's l2: 1599.86
[73] valid_0's poisson: -95.6025 valid_0's l2: 1592.55
[74] valid_0's poisson: -95.6818 valid_0's l2: 1585.06
[75] valid_0's poisson: -95.7583 valid_0's l2: 1577.86
[76] valid_0's poisson: -95.8341 valid_0's l2: 1570.71
[77] valid_0's poisson: -95.9093 valid_0's l2: 1563.61
[78] valid_0's poisson: -95.9838 valid_0's l2: 1556.57
[79] valid_0's poisson: -96.0601 valid_0's l2: 1549.32
[80] valid_0's poisson: -96.1333 valid_0's l2: 1542.38
[81] valid_0's poisson: -96.2064 valid_0's l2: 1535.45
[82] valid_0's poisson: -96.2783 valid_0's l2: 1528.61
[83] valid_0's poisson: -96.3522 valid_0's l2: 1521.56
[84] valid_0's poisson: -96.4232 valid_0's l2: 1514.81
[85] valid_0's poisson: -96.4937 valid_0's l2: 1508.09
[86] valid_0's poisson: -96.5639 valid_0's l2: 1501.37
[87] valid_0's poisson: -96.6357 valid_0's l2: 1494.5
[88] valid_0's poisson: -96.7041 valid_0's l2: 1487.94
[89] valid_0's poisson: -96.7726 valid_0's l2: 1481.38
[90] valid_0's poisson: -96.8411 valid_0's l2: 1474.79
[91] valid_0's poisson: -96.9106 valid_0's l2: 1468.1
[92] valid_0's poisson: -96.977 valid_0's l2: 1461.74
[93] valid_0's poisson: -97.0433 valid_0's l2: 1455.36
[94] valid_0's poisson: -97.1095 valid_0's l2: 1448.96
[95] valid_0's poisson: -97.177 valid_0's l2: 1442.45
[96] valid_0's poisson: -97.2417 valid_0's l2: 1436.23
[97] valid_0's poisson: -97.3065 valid_0's l2: 1429.98
[98] valid_0's poisson: -97.3707 valid_0's l2: 1423.77
[99] valid_0's poisson: -97.4344 valid_0's l2: 1417.61
[100] valid_0's poisson: -97.4994 valid_0's l2: 1411.32
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3454 valid_0's l2: 2287.92
[2] valid_0's poisson: -87.5143 valid_0's l2: 2275.64
[3] valid_0's poisson: -87.6806 valid_0's l2: 2263.45
[4] valid_0's poisson: -87.8444 valid_0's l2: 2251.36
[5] valid_0's poisson: -88.0058 valid_0's l2: 2239.35
[6] valid_0's poisson: -88.1649 valid_0's l2: 2227.44
[7] valid_0's poisson: -88.3217 valid_0's l2: 2215.62
[8] valid_0's poisson: -88.4755 valid_0's l2: 2203.95
[9] valid_0's poisson: -88.6279 valid_0's l2: 2192.31
[10] valid_0's poisson: -88.7775 valid_0's l2: 2180.81
[11] valid_0's poisson: -88.9268 valid_0's l2: 2169.26
[12] valid_0's poisson: -89.0741 valid_0's l2: 2157.8
[13] valid_0's poisson: -89.2178 valid_0's l2: 2146.55
[14] valid_0's poisson: -89.3612 valid_0's l2: 2135.26
[15] valid_0's poisson: -89.5027 valid_0's l2: 2124.06
[16] valid_0's poisson: -89.6484 valid_0's l2: 2112.52
[17] valid_0's poisson: -89.7863 valid_0's l2: 2101.48
[18] valid_0's poisson: -89.921 valid_0's l2: 2090.64
[19] valid_0's poisson: -90.0554 valid_0's l2: 2079.76
[20] valid_0's poisson: -90.1882 valid_0's l2: 2068.97
[21] valid_0's poisson: -90.3253 valid_0's l2: 2057.83
[22] valid_0's poisson: -90.4571 valid_0's l2: 2047.01
[23] valid_0's poisson: -90.5837 valid_0's l2: 2036.57
[24] valid_0's poisson: -90.7123 valid_0's l2: 2025.91
[25] valid_0's poisson: -90.8432 valid_0's l2: 2015.08
[26] valid_0's poisson: -90.9684 valid_0's l2: 2004.6
[27] valid_0's poisson: -91.0892 valid_0's l2: 1994.46
[28] valid_0's poisson: -91.2158 valid_0's l2: 1983.86
[29] valid_0's poisson: -91.337 valid_0's l2: 1973.58
[30] valid_0's poisson: -91.4548 valid_0's l2: 1963.56
[31] valid_0's poisson: -91.5722 valid_0's l2: 1953.54
[32] valid_0's poisson: -91.6933 valid_0's l2: 1943.23
[33] valid_0's poisson: -91.8073 valid_0's l2: 1933.42
[34] valid_0's poisson: -91.9201 valid_0's l2: 1923.67
[35] valid_0's poisson: -92.0326 valid_0's l2: 1913.93
[36] valid_0's poisson: -92.1486 valid_0's l2: 1903.91
[37] valid_0's poisson: -92.2576 valid_0's l2: 1894.4
[38] valid_0's poisson: -92.3664 valid_0's l2: 1884.88
[39] valid_0's poisson: -92.4788 valid_0's l2: 1875.06
[40] valid_0's poisson: -92.5846 valid_0's l2: 1865.73
[41] valid_0's poisson: -92.6908 valid_0's l2: 1856.33
[42] valid_0's poisson: -92.7942 valid_0's l2: 1847.15
[43] valid_0's poisson: -92.8975 valid_0's l2: 1837.97
[44] valid_0's poisson: -93.0046 valid_0's l2: 1828.48
[45] valid_0's poisson: -93.105 valid_0's l2: 1819.49
[46] valid_0's poisson: -93.2051 valid_0's l2: 1810.52
[47] valid_0's poisson: -93.3034 valid_0's l2: 1801.67
[48] valid_0's poisson: -93.4063 valid_0's l2: 1792.44
[49] valid_0's poisson: -93.5025 valid_0's l2: 1783.74
[50] valid_0's poisson: -93.5986 valid_0's l2: 1775.02
[51] valid_0's poisson: -93.6986 valid_0's l2: 1765.99
[52] valid_0's poisson: -93.7922 valid_0's l2: 1757.46
[53] valid_0's poisson: -93.8861 valid_0's l2: 1748.85
[54] valid_0's poisson: -93.9786 valid_0's l2: 1740.39
[55] valid_0's poisson: -94.0749 valid_0's l2: 1731.61
[56] valid_0's poisson: -94.1649 valid_0's l2: 1723.32
[57] valid_0's poisson: -94.2548 valid_0's l2: 1715.04
[58] valid_0's poisson: -94.3484 valid_0's l2: 1706.45
[59] valid_0's poisson: -94.4361 valid_0's l2: 1698.31
[60] valid_0's poisson: -94.5237 valid_0's l2: 1690.16
[61] valid_0's poisson: -94.6102 valid_0's l2: 1682.11
[62] valid_0's poisson: -94.7005 valid_0's l2: 1673.76
[63] valid_0's poisson: -94.7849 valid_0's l2: 1665.88
[64] valid_0's poisson: -94.8694 valid_0's l2: 1657.94
[65] valid_0's poisson: -94.9573 valid_0's l2: 1649.76
[66] valid_0's poisson: -95.04 valid_0's l2: 1642.01
[67] valid_0's poisson: -95.1214 valid_0's l2: 1634.35
[68] valid_0's poisson: -95.2029 valid_0's l2: 1626.64
[69] valid_0's poisson: -95.2878 valid_0's l2: 1618.68
[70] valid_0's poisson: -95.3667 valid_0's l2: 1611.26
[71] valid_0's poisson: -95.4463 valid_0's l2: 1603.71
[72] valid_0's poisson: -95.5236 valid_0's l2: 1596.42
[73] valid_0's poisson: -95.6057 valid_0's l2: 1588.68
[74] valid_0's poisson: -95.6822 valid_0's l2: 1581.41
[75] valid_0's poisson: -95.7589 valid_0's l2: 1574.08
[76] valid_0's poisson: -95.8389 valid_0's l2: 1566.51
[77] valid_0's poisson: -95.9135 valid_0's l2: 1559.42
[78] valid_0's poisson: -95.9879 valid_0's l2: 1552.28
[79] valid_0's poisson: -96.0617 valid_0's l2: 1545.19
[80] valid_0's poisson: -96.139 valid_0's l2: 1537.82
[81] valid_0's poisson: -96.211 valid_0's l2: 1530.92
[82] valid_0's poisson: -96.282 valid_0's l2: 1524.14
[83] valid_0's poisson: -96.3576 valid_0's l2: 1516.93
[84] valid_0's poisson: -96.4276 valid_0's l2: 1510.19
[85] valid_0's poisson: -96.4978 valid_0's l2: 1503.4
[86] valid_0's poisson: -96.5669 valid_0's l2: 1496.77
[87] valid_0's poisson: -96.64 valid_0's l2: 1489.76
[88] valid_0's poisson: -96.7085 valid_0's l2: 1483.1
[89] valid_0's poisson: -96.7764 valid_0's l2: 1476.51
[90] valid_0's poisson: -96.8478 valid_0's l2: 1469.64
[91] valid_0's poisson: -96.914 valid_0's l2: 1463.27
[92] valid_0's poisson: -96.9795 valid_0's l2: 1456.93
[93] valid_0's poisson: -97.0493 valid_0's l2: 1450.2
[94] valid_0's poisson: -97.114 valid_0's l2: 1443.96
[95] valid_0's poisson: -97.1787 valid_0's l2: 1437.66
[96] valid_0's poisson: -97.2469 valid_0's l2: 1431.07
[97] valid_0's poisson: -97.3102 valid_0's l2: 1424.91
[98] valid_0's poisson: -97.3735 valid_0's l2: 1418.75
[99] valid_0's poisson: -97.4362 valid_0's l2: 1412.62
[100] valid_0's poisson: -97.5024 valid_0's l2: 1406.21
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3446 valid_0's l2: 2287.95
[2] valid_0's poisson: -87.5168 valid_0's l2: 2275.38
[3] valid_0's poisson: -87.6864 valid_0's l2: 2262.91
[4] valid_0's poisson: -87.8534 valid_0's l2: 2250.54
[5] valid_0's poisson: -88.0184 valid_0's l2: 2238.24
[6] valid_0's poisson: -88.181 valid_0's l2: 2226.02
[7] valid_0's poisson: -88.3414 valid_0's l2: 2213.9
[8] valid_0's poisson: -88.4995 valid_0's l2: 2201.86
[9] valid_0's poisson: -88.6572 valid_0's l2: 2189.77
[10] valid_0's poisson: -88.8108 valid_0's l2: 2177.92
[11] valid_0's poisson: -88.962 valid_0's l2: 2166.18
[12] valid_0's poisson: -89.1133 valid_0's l2: 2154.35
[13] valid_0's poisson: -89.2608 valid_0's l2: 2142.77
[14] valid_0's poisson: -89.4082 valid_0's l2: 2131.11
[15] valid_0's poisson: -89.5534 valid_0's l2: 2119.56
[16] valid_0's poisson: -89.6952 valid_0's l2: 2108.23
[17] valid_0's poisson: -89.8367 valid_0's l2: 2096.84
[18] valid_0's poisson: -89.9749 valid_0's l2: 2085.67
[19] valid_0's poisson: -90.1111 valid_0's l2: 2074.61
[20] valid_0's poisson: -90.2457 valid_0's l2: 2063.69
[21] valid_0's poisson: -90.3804 valid_0's l2: 2052.64
[22] valid_0's poisson: -90.5117 valid_0's l2: 2041.87
[23] valid_0's poisson: -90.6433 valid_0's l2: 2030.97
[24] valid_0's poisson: -90.7714 valid_0's l2: 2020.37
[25] valid_0's poisson: -90.8986 valid_0's l2: 2009.74
[26] valid_0's poisson: -91.0237 valid_0's l2: 1999.3
[27] valid_0's poisson: -91.1477 valid_0's l2: 1988.86
[28] valid_0's poisson: -91.27 valid_0's l2: 1978.56
[29] valid_0's poisson: -91.3909 valid_0's l2: 1968.34
[30] valid_0's poisson: -91.5123 valid_0's l2: 1957.98
[31] valid_0's poisson: -91.6304 valid_0's l2: 1947.92
[32] valid_0's poisson: -91.7491 valid_0's l2: 1937.71
[33] valid_0's poisson: -91.8647 valid_0's l2: 1927.79
[34] valid_0's poisson: -91.9797 valid_0's l2: 1917.82
[35] valid_0's poisson: -92.0928 valid_0's l2: 1908.04
[36] valid_0's poisson: -92.2051 valid_0's l2: 1898.26
[37] valid_0's poisson: -92.3157 valid_0's l2: 1888.62
[38] valid_0's poisson: -92.4271 valid_0's l2: 1878.84
[39] valid_0's poisson: -92.5354 valid_0's l2: 1869.35
[40] valid_0's poisson: -92.6433 valid_0's l2: 1859.81
[41] valid_0's poisson: -92.7494 valid_0's l2: 1850.45
[42] valid_0's poisson: -92.8563 valid_0's l2: 1840.94
[43] valid_0's poisson: -92.9599 valid_0's l2: 1831.74
[44] valid_0's poisson: -93.0635 valid_0's l2: 1822.48
[45] valid_0's poisson: -93.1652 valid_0's l2: 1813.4
[46] valid_0's poisson: -93.2679 valid_0's l2: 1804.16
[47] valid_0's poisson: -93.3675 valid_0's l2: 1795.21
[48] valid_0's poisson: -93.4679 valid_0's l2: 1786.16
[49] valid_0's poisson: -93.5657 valid_0's l2: 1777.33
[50] valid_0's poisson: -93.6644 valid_0's l2: 1768.36
[51] valid_0's poisson: -93.7601 valid_0's l2: 1759.67
[52] valid_0's poisson: -93.8559 valid_0's l2: 1750.93
[53] valid_0's poisson: -93.9497 valid_0's l2: 1742.37
[54] valid_0's poisson: -94.0427 valid_0's l2: 1733.87
[55] valid_0's poisson: -94.1369 valid_0's l2: 1725.24
[56] valid_0's poisson: -94.2282 valid_0's l2: 1716.86
[57] valid_0's poisson: -94.3207 valid_0's l2: 1708.32
[58] valid_0's poisson: -94.4101 valid_0's l2: 1700.07
[59] valid_0's poisson: -94.5007 valid_0's l2: 1691.65
[60] valid_0's poisson: -94.5896 valid_0's l2: 1683.4
[61] valid_0's poisson: -94.6768 valid_0's l2: 1675.31
[62] valid_0's poisson: -94.7628 valid_0's l2: 1667.31
[63] valid_0's poisson: -94.8507 valid_0's l2: 1659.14
[64] valid_0's poisson: -94.9354 valid_0's l2: 1651.23
[65] valid_0's poisson: -95.021 valid_0's l2: 1643.2
[66] valid_0's poisson: -95.1042 valid_0's l2: 1635.41
[67] valid_0's poisson: -95.1885 valid_0's l2: 1627.5
[68] valid_0's poisson: -95.2702 valid_0's l2: 1619.82
[69] valid_0's poisson: -95.3534 valid_0's l2: 1612
[70] valid_0's poisson: -95.4336 valid_0's l2: 1604.44
[71] valid_0's poisson: -95.5151 valid_0's l2: 1596.72
[72] valid_0's poisson: -95.594 valid_0's l2: 1589.26
[73] valid_0's poisson: -95.6741 valid_0's l2: 1581.65
[74] valid_0's poisson: -95.7534 valid_0's l2: 1574.14
[75] valid_0's poisson: -95.8302 valid_0's l2: 1566.84
[76] valid_0's poisson: -95.9065 valid_0's l2: 1559.59
[77] valid_0's poisson: -95.9843 valid_0's l2: 1552.2
[78] valid_0's poisson: -96.0593 valid_0's l2: 1545.06
[79] valid_0's poisson: -96.1356 valid_0's l2: 1537.76
[80] valid_0's poisson: -96.2094 valid_0's l2: 1530.71
[81] valid_0's poisson: -96.2843 valid_0's l2: 1523.55
[82] valid_0's poisson: -96.3576 valid_0's l2: 1516.5
[83] valid_0's poisson: -96.4319 valid_0's l2: 1509.38
[84] valid_0's poisson: -96.5033 valid_0's l2: 1502.53
[85] valid_0's poisson: -96.5738 valid_0's l2: 1495.75
[86] valid_0's poisson: -96.6458 valid_0's l2: 1488.81
[87] valid_0's poisson: -96.7154 valid_0's l2: 1482.09
[88] valid_0's poisson: -96.7842 valid_0's l2: 1475.45
[89] valid_0's poisson: -96.8529 valid_0's l2: 1468.81
[90] valid_0's poisson: -96.9227 valid_0's l2: 1462.04
[91] valid_0's poisson: -96.9898 valid_0's l2: 1455.54
[92] valid_0's poisson: -97.0564 valid_0's l2: 1449.08
[93] valid_0's poisson: -97.1226 valid_0's l2: 1442.66
[94] valid_0's poisson: -97.188 valid_0's l2: 1436.3
[95] valid_0's poisson: -97.2529 valid_0's l2: 1429.98
[96] valid_0's poisson: -97.3198 valid_0's l2: 1423.47
[97] valid_0's poisson: -97.3836 valid_0's l2: 1417.27
[98] valid_0's poisson: -97.447 valid_0's l2: 1411.09
[99] valid_0's poisson: -97.5098 valid_0's l2: 1404.98
[100] valid_0's poisson: -97.5721 valid_0's l2: 1398.9
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3524 valid_0's l2: 2287.44
[2] valid_0's poisson: -87.526 valid_0's l2: 2274.82
[3] valid_0's poisson: -87.6969 valid_0's l2: 2262.3
[4] valid_0's poisson: -87.8671 valid_0's l2: 2249.74
[5] valid_0's poisson: -88.0343 valid_0's l2: 2237.31
[6] valid_0's poisson: -88.1978 valid_0's l2: 2225.08
[7] valid_0's poisson: -88.3574 valid_0's l2: 2213.07
[8] valid_0's poisson: -88.5146 valid_0's l2: 2201.16
[9] valid_0's poisson: -88.6732 valid_0's l2: 2189.05
[10] valid_0's poisson: -88.8262 valid_0's l2: 2177.32
[11] valid_0's poisson: -88.9803 valid_0's l2: 2165.39
[12] valid_0's poisson: -89.1291 valid_0's l2: 2153.83
[13] valid_0's poisson: -89.2792 valid_0's l2: 2142.08
[14] valid_0's poisson: -89.424 valid_0's l2: 2130.7
[15] valid_0's poisson: -89.5689 valid_0's l2: 2119.23
[16] valid_0's poisson: -89.71 valid_0's l2: 2108.01
[17] valid_0's poisson: -89.8527 valid_0's l2: 2096.58
[18] valid_0's poisson: -89.9902 valid_0's l2: 2085.53
[19] valid_0's poisson: -90.1262 valid_0's l2: 2074.55
[20] valid_0's poisson: -90.2636 valid_0's l2: 2063.38
[21] valid_0's poisson: -90.3961 valid_0's l2: 2052.56
[22] valid_0's poisson: -90.5301 valid_0's l2: 2041.55
[23] valid_0's poisson: -90.6613 valid_0's l2: 2030.73
[24] valid_0's poisson: -90.7893 valid_0's l2: 2020.14
[25] valid_0's poisson: -90.9156 valid_0's l2: 2009.64
[26] valid_0's poisson: -91.0432 valid_0's l2: 1998.96
[27] valid_0's poisson: -91.1665 valid_0's l2: 1988.62
[28] valid_0's poisson: -91.2912 valid_0's l2: 1978.1
[29] valid_0's poisson: -91.4117 valid_0's l2: 1967.9
[30] valid_0's poisson: -91.5335 valid_0's l2: 1957.54
[31] valid_0's poisson: -91.6532 valid_0's l2: 1947.33
[32] valid_0's poisson: -91.7699 valid_0's l2: 1937.35
[33] valid_0's poisson: -91.8852 valid_0's l2: 1927.44
[34] valid_0's poisson: -91.9992 valid_0's l2: 1917.6
[35] valid_0's poisson: -92.1148 valid_0's l2: 1907.58
[36] valid_0's poisson: -92.2262 valid_0's l2: 1897.89
[37] valid_0's poisson: -92.3364 valid_0's l2: 1888.28
[38] valid_0's poisson: -92.4454 valid_0's l2: 1878.74
[39] valid_0's poisson: -92.5531 valid_0's l2: 1869.27
[40] valid_0's poisson: -92.6628 valid_0's l2: 1859.6
[41] valid_0's poisson: -92.7683 valid_0's l2: 1850.27
[42] valid_0's poisson: -92.8727 valid_0's l2: 1841.01
[43] valid_0's poisson: -92.9762 valid_0's l2: 1831.8
[44] valid_0's poisson: -93.0816 valid_0's l2: 1822.4
[45] valid_0's poisson: -93.183 valid_0's l2: 1813.32
[46] valid_0's poisson: -93.2832 valid_0's l2: 1804.33
[47] valid_0's poisson: -93.3826 valid_0's l2: 1795.38
[48] valid_0's poisson: -93.4807 valid_0's l2: 1786.52
[49] valid_0's poisson: -93.5811 valid_0's l2: 1777.44
[50] valid_0's poisson: -93.6775 valid_0's l2: 1768.69
[51] valid_0's poisson: -93.773 valid_0's l2: 1760.01
[52] valid_0's poisson: -93.8673 valid_0's l2: 1751.4
[53] valid_0's poisson: -93.9608 valid_0's l2: 1742.86
[54] valid_0's poisson: -94.0566 valid_0's l2: 1734.09
[55] valid_0's poisson: -94.1482 valid_0's l2: 1725.68
[56] valid_0's poisson: -94.2386 valid_0's l2: 1717.36
[57] valid_0's poisson: -94.3278 valid_0's l2: 1709.12
[58] valid_0's poisson: -94.4201 valid_0's l2: 1700.6
[59] valid_0's poisson: -94.5083 valid_0's l2: 1692.42
[60] valid_0's poisson: -94.5948 valid_0's l2: 1684.42
[61] valid_0's poisson: -94.6847 valid_0's l2: 1676.07
[62] valid_0's poisson: -94.7697 valid_0's l2: 1668.13
[63] valid_0's poisson: -94.8541 valid_0's l2: 1660.27
[64] valid_0's poisson: -94.9374 valid_0's l2: 1652.47
[65] valid_0's poisson: -95.0245 valid_0's l2: 1644.32
[66] valid_0's poisson: -95.1073 valid_0's l2: 1636.54
[67] valid_0's poisson: -95.1883 valid_0's l2: 1628.95
[68] valid_0's poisson: -95.2686 valid_0's l2: 1621.43
[69] valid_0's poisson: -95.3529 valid_0's l2: 1613.51
[70] valid_0's poisson: -95.4317 valid_0's l2: 1606.09
[71] valid_0's poisson: -95.5101 valid_0's l2: 1598.65
[72] valid_0's poisson: -95.5876 valid_0's l2: 1591.34
[73] valid_0's poisson: -95.669 valid_0's l2: 1583.63
[74] valid_0's poisson: -95.7448 valid_0's l2: 1576.45
[75] valid_0's poisson: -95.8201 valid_0's l2: 1569.3
[76] valid_0's poisson: -95.8946 valid_0's l2: 1562.21
[77] valid_0's poisson: -95.9733 valid_0's l2: 1554.72
[78] valid_0's poisson: -96.047 valid_0's l2: 1547.67
[79] valid_0's poisson: -96.1195 valid_0's l2: 1540.75
[80] valid_0's poisson: -96.1928 valid_0's l2: 1533.74
[81] valid_0's poisson: -96.2691 valid_0's l2: 1526.46
[82] valid_0's poisson: -96.3409 valid_0's l2: 1519.54
[83] valid_0's poisson: -96.4113 valid_0's l2: 1512.79
[84] valid_0's poisson: -96.4856 valid_0's l2: 1505.66
[85] valid_0's poisson: -96.5557 valid_0's l2: 1498.91
[86] valid_0's poisson: -96.6252 valid_0's l2: 1492.21
[87] valid_0's poisson: -96.6934 valid_0's l2: 1485.63
[88] valid_0's poisson: -96.7618 valid_0's l2: 1479.03
[89] valid_0's poisson: -96.8332 valid_0's l2: 1472.14
[90] valid_0's poisson: -96.9006 valid_0's l2: 1465.61
[91] valid_0's poisson: -96.9664 valid_0's l2: 1459.24
[92] valid_0's poisson: -97.0363 valid_0's l2: 1452.49
[93] valid_0's poisson: -97.1024 valid_0's l2: 1446.07
[94] valid_0's poisson: -97.1679 valid_0's l2: 1439.7
[95] valid_0's poisson: -97.2326 valid_0's l2: 1433.4
[96] valid_0's poisson: -97.2982 valid_0's l2: 1427.03
[97] valid_0's poisson: -97.3654 valid_0's l2: 1420.51
[98] valid_0's poisson: -97.4282 valid_0's l2: 1414.43
[99] valid_0's poisson: -97.4922 valid_0's l2: 1408.2
[100] valid_0's poisson: -97.5543 valid_0's l2: 1402.15
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3368 valid_0's l2: 2288.47
[2] valid_0's poisson: -87.5073 valid_0's l2: 2275.99
[3] valid_0's poisson: -87.6752 valid_0's l2: 2263.61
[4] valid_0's poisson: -87.8406 valid_0's l2: 2251.32
[5] valid_0's poisson: -88.0036 valid_0's l2: 2239.13
[6] valid_0's poisson: -88.1642 valid_0's l2: 2227.03
[7] valid_0's poisson: -88.3225 valid_0's l2: 2215.02
[8] valid_0's poisson: -88.4786 valid_0's l2: 2203.11
[9] valid_0's poisson: -88.6326 valid_0's l2: 2191.27
[10] valid_0's poisson: -88.7876 valid_0's l2: 2179.29
[11] valid_0's poisson: -88.9405 valid_0's l2: 2167.4
[12] valid_0's poisson: -89.0913 valid_0's l2: 2155.6
[13] valid_0's poisson: -89.2401 valid_0's l2: 2143.88
[14] valid_0's poisson: -89.3868 valid_0's l2: 2132.26
[15] valid_0's poisson: -89.5316 valid_0's l2: 2120.72
[16] valid_0's poisson: -89.6717 valid_0's l2: 2109.5
[17] valid_0's poisson: -89.8127 valid_0's l2: 2098.14
[18] valid_0's poisson: -89.9518 valid_0's l2: 2086.87
[19] valid_0's poisson: -90.0893 valid_0's l2: 2075.68
[20] valid_0's poisson: -90.2249 valid_0's l2: 2064.58
[21] valid_0's poisson: -90.3588 valid_0's l2: 2053.57
[22] valid_0's poisson: -90.4911 valid_0's l2: 2042.63
[23] valid_0's poisson: -90.6217 valid_0's l2: 2031.79
[24] valid_0's poisson: -90.7508 valid_0's l2: 2021.02
[25] valid_0's poisson: -90.8783 valid_0's l2: 2010.34
[26] valid_0's poisson: -91.002 valid_0's l2: 1999.93
[27] valid_0's poisson: -91.1266 valid_0's l2: 1989.4
[28] valid_0's poisson: -91.2495 valid_0's l2: 1978.96
[29] valid_0's poisson: -91.3711 valid_0's l2: 1968.6
[30] valid_0's poisson: -91.4913 valid_0's l2: 1958.31
[31] valid_0's poisson: -91.6097 valid_0's l2: 1948.13
[32] valid_0's poisson: -91.7272 valid_0's l2: 1938
[33] valid_0's poisson: -91.8429 valid_0's l2: 1927.97
[34] valid_0's poisson: -91.9577 valid_0's l2: 1918
[35] valid_0's poisson: -92.0708 valid_0's l2: 1908.13
[36] valid_0's poisson: -92.1821 valid_0's l2: 1898.43
[37] valid_0's poisson: -92.2927 valid_0's l2: 1888.71
[38] valid_0's poisson: -92.4024 valid_0's l2: 1879.04
[39] valid_0's poisson: -92.5112 valid_0's l2: 1869.45
[40] valid_0's poisson: -92.6186 valid_0's l2: 1859.93
[41] valid_0's poisson: -92.7252 valid_0's l2: 1850.47
[42] valid_0's poisson: -92.8306 valid_0's l2: 1841.07
[43] valid_0's poisson: -92.9349 valid_0's l2: 1831.76
[44] valid_0's poisson: -93.0373 valid_0's l2: 1822.62
[45] valid_0's poisson: -93.1398 valid_0's l2: 1813.42
[46] valid_0's poisson: -93.2411 valid_0's l2: 1804.29
[47] valid_0's poisson: -93.3411 valid_0's l2: 1795.26
[48] valid_0's poisson: -93.4394 valid_0's l2: 1786.45
[49] valid_0's poisson: -93.5366 valid_0's l2: 1777.7
[50] valid_0's poisson: -93.6328 valid_0's l2: 1769.04
[51] valid_0's poisson: -93.73 valid_0's l2: 1760.18
[52] valid_0's poisson: -93.8245 valid_0's l2: 1751.62
[53] valid_0's poisson: -93.9183 valid_0's l2: 1743.11
[54] valid_0's poisson: -94.0108 valid_0's l2: 1734.68
[55] valid_0's poisson: -94.1029 valid_0's l2: 1726.28
[56] valid_0's poisson: -94.1956 valid_0's l2: 1717.74
[57] valid_0's poisson: -94.2856 valid_0's l2: 1709.48
[58] valid_0's poisson: -94.3748 valid_0's l2: 1701.29
[59] valid_0's poisson: -94.463 valid_0's l2: 1693.17
[60] valid_0's poisson: -94.5525 valid_0's l2: 1684.86
[61] valid_0's poisson: -94.6389 valid_0's l2: 1676.85
[62] valid_0's poisson: -94.7254 valid_0's l2: 1668.85
[63] valid_0's poisson: -94.8109 valid_0's l2: 1660.89
[64] valid_0's poisson: -94.8953 valid_0's l2: 1653.05
[65] valid_0's poisson: -94.9793 valid_0's l2: 1645.22
[66] valid_0's poisson: -95.0643 valid_0's l2: 1637.25
[67] valid_0's poisson: -95.147 valid_0's l2: 1629.5
[68] valid_0's poisson: -95.2284 valid_0's l2: 1621.88
[69] valid_0's poisson: -95.3088 valid_0's l2: 1614.32
[70] valid_0's poisson: -95.391 valid_0's l2: 1606.57
[71] valid_0's poisson: -95.4708 valid_0's l2: 1599.05
[72] valid_0's poisson: -95.5491 valid_0's l2: 1591.64
[73] valid_0's poisson: -95.6268 valid_0's l2: 1584.28
[74] valid_0's poisson: -95.7041 valid_0's l2: 1576.97
[75] valid_0's poisson: -95.7826 valid_0's l2: 1569.51
[76] valid_0's poisson: -95.8583 valid_0's l2: 1562.31
[77] valid_0's poisson: -95.9338 valid_0's l2: 1555.13
[78] valid_0's poisson: -96.0081 valid_0's l2: 1548.04
[79] valid_0's poisson: -96.084 valid_0's l2: 1540.78
[80] valid_0's poisson: -96.1571 valid_0's l2: 1533.79
[81] valid_0's poisson: -96.2298 valid_0's l2: 1526.87
[82] valid_0's poisson: -96.3016 valid_0's l2: 1519.99
[83] valid_0's poisson: -96.3725 valid_0's l2: 1513.19
[84] valid_0's poisson: -96.4455 valid_0's l2: 1506.18
[85] valid_0's poisson: -96.516 valid_0's l2: 1499.41
[86] valid_0's poisson: -96.5856 valid_0's l2: 1492.71
[87] valid_0's poisson: -96.6548 valid_0's l2: 1486.07
[88] valid_0's poisson: -96.7255 valid_0's l2: 1479.25
[89] valid_0's poisson: -96.7929 valid_0's l2: 1472.74
[90] valid_0's poisson: -96.8598 valid_0's l2: 1466.28
[91] valid_0's poisson: -96.9264 valid_0's l2: 1459.84
[92] valid_0's poisson: -96.9928 valid_0's l2: 1453.45
[93] valid_0's poisson: -97.0613 valid_0's l2: 1446.82
[94] valid_0's poisson: -97.1265 valid_0's l2: 1440.48
[95] valid_0's poisson: -97.1909 valid_0's l2: 1434.22
[96] valid_0's poisson: -97.2564 valid_0's l2: 1427.86
[97] valid_0's poisson: -97.3199 valid_0's l2: 1421.68
[98] valid_0's poisson: -97.3857 valid_0's l2: 1415.28
[99] valid_0's poisson: -97.449 valid_0's l2: 1409.13
[100] valid_0's poisson: -97.5111 valid_0's l2: 1403.06
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.5955 valid_0's l2: 1502.97
[2] valid_0's poisson: -70.2949 valid_0's l2: 1051.18
[3] valid_0's poisson: -71.9821 valid_0's l2: 975.269
[4] valid_0's poisson: -79.8428 valid_0's l2: 937.019
[5] valid_0's poisson: -78.0537 valid_0's l2: 915.97
[6] valid_0's poisson: -79.1039 valid_0's l2: 884.695
[7] valid_0's poisson: -82.6389 valid_0's l2: 852.374
[8] valid_0's poisson: -81.0219 valid_0's l2: 831.647
[9] valid_0's poisson: -81.6498 valid_0's l2: 825.352
[10] valid_0's poisson: -80.9189 valid_0's l2: 808.122
[11] valid_0's poisson: -79.7772 valid_0's l2: 795.014
[12] valid_0's poisson: -81.1681 valid_0's l2: 787.849
[13] valid_0's poisson: -82.7907 valid_0's l2: 777.322
[14] valid_0's poisson: -79.4406 valid_0's l2: 773.832
[15] valid_0's poisson: -81.4478 valid_0's l2: 754.204
[16] valid_0's poisson: -80.0195 valid_0's l2: 659.95
[17] valid_0's poisson: -80.4353 valid_0's l2: 653.821
[18] valid_0's poisson: -80.8113 valid_0's l2: 647.414
[19] valid_0's poisson: -82.7626 valid_0's l2: 645.216
[20] valid_0's poisson: -82.447 valid_0's l2: 640.438
[21] valid_0's poisson: -81.5307 valid_0's l2: 620.958
[22] valid_0's poisson: -83.1312 valid_0's l2: 619.425
[23] valid_0's poisson: -82.9523 valid_0's l2: 617.887
[24] valid_0's poisson: -84.0602 valid_0's l2: 616.464
[25] valid_0's poisson: -83.8713 valid_0's l2: 615.688
[26] valid_0's poisson: -83.8731 valid_0's l2: 613.172
[27] valid_0's poisson: -84.1516 valid_0's l2: 607.675
[28] valid_0's poisson: -81.4807 valid_0's l2: 602.56
[29] valid_0's poisson: -82.7467 valid_0's l2: 598.193
[30] valid_0's poisson: -82.9349 valid_0's l2: 592.383
[31] valid_0's poisson: -83.5583 valid_0's l2: 589.408
[32] valid_0's poisson: -83.9013 valid_0's l2: 586.956
[33] valid_0's poisson: -84.831 valid_0's l2: 579.289
[34] valid_0's poisson: -86.6125 valid_0's l2: 570.173
[35] valid_0's poisson: -85.7682 valid_0's l2: 567.03
[36] valid_0's poisson: -85.851 valid_0's l2: 566.962
[37] valid_0's poisson: -85.9752 valid_0's l2: 566.586
[38] valid_0's poisson: -85.6058 valid_0's l2: 563.517
[39] valid_0's poisson: -87.3997 valid_0's l2: 560.227
[40] valid_0's poisson: -88.1207 valid_0's l2: 559.812
[41] valid_0's poisson: -88.6451 valid_0's l2: 556.872
[42] valid_0's poisson: -88.688 valid_0's l2: 553.514
[43] valid_0's poisson: -87.8461 valid_0's l2: 550.918
[44] valid_0's poisson: -87.5423 valid_0's l2: 546.658
[45] valid_0's poisson: -87.1579 valid_0's l2: 544.048
[46] valid_0's poisson: -87.005 valid_0's l2: 545.081
[47] valid_0's poisson: -87.0927 valid_0's l2: 545.485
[48] valid_0's poisson: -86.7266 valid_0's l2: 545.355
[49] valid_0's poisson: -85.895 valid_0's l2: 543.318
[50] valid_0's poisson: -86.3155 valid_0's l2: 541.094
[51] valid_0's poisson: -86.8644 valid_0's l2: 540.559
[52] valid_0's poisson: -89.4966 valid_0's l2: 537.721
[53] valid_0's poisson: -88.9911 valid_0's l2: 528.51
[54] valid_0's poisson: -89.6508 valid_0's l2: 528.022
[55] valid_0's poisson: -89.9443 valid_0's l2: 527.905
[56] valid_0's poisson: -89.7947 valid_0's l2: 527.299
[57] valid_0's poisson: -89.9239 valid_0's l2: 526.37
[58] valid_0's poisson: -89.8811 valid_0's l2: 518.527
[59] valid_0's poisson: -90.1714 valid_0's l2: 518.76
[60] valid_0's poisson: -88.9866 valid_0's l2: 517.924
[61] valid_0's poisson: -88.9396 valid_0's l2: 517.829
[62] valid_0's poisson: -88.8073 valid_0's l2: 513.165
[63] valid_0's poisson: -88.9907 valid_0's l2: 513.009
[64] valid_0's poisson: -89.2365 valid_0's l2: 511.987
[65] valid_0's poisson: -90.6429 valid_0's l2: 510.184
[66] valid_0's poisson: -90.7049 valid_0's l2: 506.039
[67] valid_0's poisson: -90.7744 valid_0's l2: 507.376
[68] valid_0's poisson: -90.7804 valid_0's l2: 508.28
[69] valid_0's poisson: -90.7775 valid_0's l2: 508.141
[70] valid_0's poisson: -89.5368 valid_0's l2: 505.083
[71] valid_0's poisson: -89.4639 valid_0's l2: 505.301
[72] valid_0's poisson: -89.7819 valid_0's l2: 505.657
[73] valid_0's poisson: -89.0171 valid_0's l2: 503.558
[74] valid_0's poisson: -89.1077 valid_0's l2: 504.139
[75] valid_0's poisson: -89.3189 valid_0's l2: 504.505
[76] valid_0's poisson: -89.1026 valid_0's l2: 504.603
[77] valid_0's poisson: -89.5878 valid_0's l2: 502.317
[78] valid_0's poisson: -89.5879 valid_0's l2: 501.863
[79] valid_0's poisson: -89.5855 valid_0's l2: 502.057
[80] valid_0's poisson: -89.3022 valid_0's l2: 498.124
[81] valid_0's poisson: -89.0906 valid_0's l2: 499.066
[82] valid_0's poisson: -89.7391 valid_0's l2: 499.566
[83] valid_0's poisson: -88.9631 valid_0's l2: 498.17
[84] valid_0's poisson: -89.2244 valid_0's l2: 497.753
[85] valid_0's poisson: -88.6289 valid_0's l2: 497.195
[86] valid_0's poisson: -88.3715 valid_0's l2: 496.432
[87] valid_0's poisson: -88.5417 valid_0's l2: 495.546
[88] valid_0's poisson: -89.7709 valid_0's l2: 492.434
[89] valid_0's poisson: -89.9178 valid_0's l2: 492.794
[90] valid_0's poisson: -89.7876 valid_0's l2: 491.664
[91] valid_0's poisson: -90.7047 valid_0's l2: 491.161
[92] valid_0's poisson: -90.5492 valid_0's l2: 491.748
[93] valid_0's poisson: -90.0647 valid_0's l2: 485.101
[94] valid_0's poisson: -90.0798 valid_0's l2: 485.065
[95] valid_0's poisson: -89.6536 valid_0's l2: 484.775
[96] valid_0's poisson: -89.9131 valid_0's l2: 483.748
[97] valid_0's poisson: -89.4865 valid_0's l2: 482.428
[98] valid_0's poisson: -90.092 valid_0's l2: 477.942
[99] valid_0's poisson: -90.0264 valid_0's l2: 477.184
[100] valid_0's poisson: -89.6743 valid_0's l2: 476.592
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -98.6908 valid_0's l2: 1410.19
[2] valid_0's poisson: -55.3886 valid_0's l2: 1201.94
[3] valid_0's poisson: -55.1144 valid_0's l2: 1104.59
[4] valid_0's poisson: -67.9906 valid_0's l2: 959.323
[5] valid_0's poisson: -82.3198 valid_0's l2: 866.3
[6] valid_0's poisson: -74.5581 valid_0's l2: 817.948
[7] valid_0's poisson: -79.2056 valid_0's l2: 767.375
[8] valid_0's poisson: -80.1823 valid_0's l2: 745.517
[9] valid_0's poisson: -79.8105 valid_0's l2: 737.399
[10] valid_0's poisson: -83.1976 valid_0's l2: 729.65
[11] valid_0's poisson: -88.7015 valid_0's l2: 691.857
[12] valid_0's poisson: -91.2174 valid_0's l2: 678.076
[13] valid_0's poisson: -90.9443 valid_0's l2: 674.602
[14] valid_0's poisson: -84.3023 valid_0's l2: 652.959
[15] valid_0's poisson: -86.4431 valid_0's l2: 647.043
[16] valid_0's poisson: -85.1639 valid_0's l2: 642.14
[17] valid_0's poisson: -86.159 valid_0's l2: 640.225
[18] valid_0's poisson: -83.9616 valid_0's l2: 625.724
[19] valid_0's poisson: -83.3751 valid_0's l2: 619.543
[20] valid_0's poisson: -84.1643 valid_0's l2: 617.894
[21] valid_0's poisson: -83.8804 valid_0's l2: 619.466
[22] valid_0's poisson: -83.7339 valid_0's l2: 616.749
[23] valid_0's poisson: -86.8336 valid_0's l2: 602.609
[24] valid_0's poisson: -89.3197 valid_0's l2: 591.707
[25] valid_0's poisson: -86.291 valid_0's l2: 585.205
[26] valid_0's poisson: -87.2328 valid_0's l2: 579.722
[27] valid_0's poisson: -86.6265 valid_0's l2: 574.929
[28] valid_0's poisson: -88.0735 valid_0's l2: 547.493
[29] valid_0's poisson: -87.2309 valid_0's l2: 547.64
[30] valid_0's poisson: -89.3219 valid_0's l2: 547.137
[31] valid_0's poisson: -89.5256 valid_0's l2: 546.8
[32] valid_0's poisson: -90.342 valid_0's l2: 546.457
[33] valid_0's poisson: -90.5592 valid_0's l2: 544.318
[34] valid_0's poisson: -91.0299 valid_0's l2: 542.071
[35] valid_0's poisson: -92.9446 valid_0's l2: 540.239
[36] valid_0's poisson: -92.8058 valid_0's l2: 537.695
[37] valid_0's poisson: -92.2736 valid_0's l2: 536.576
[38] valid_0's poisson: -92.4582 valid_0's l2: 536.983
[39] valid_0's poisson: -92.2472 valid_0's l2: 537.218
[40] valid_0's poisson: -92.1853 valid_0's l2: 533.389
[41] valid_0's poisson: -91.3675 valid_0's l2: 529.303
[42] valid_0's poisson: -90.1715 valid_0's l2: 526.102
[43] valid_0's poisson: -91.0288 valid_0's l2: 523.925
[44] valid_0's poisson: -90.8039 valid_0's l2: 522.782
[45] valid_0's poisson: -90.7571 valid_0's l2: 521.923
[46] valid_0's poisson: -90.1885 valid_0's l2: 518.794
[47] valid_0's poisson: -90.1488 valid_0's l2: 517.36
[48] valid_0's poisson: -91.5386 valid_0's l2: 510.644
[49] valid_0's poisson: -91.2204 valid_0's l2: 510.185
[50] valid_0's poisson: -91.3411 valid_0's l2: 509.764
[51] valid_0's poisson: -91.5077 valid_0's l2: 508.378
[52] valid_0's poisson: -92.3149 valid_0's l2: 501.032
[53] valid_0's poisson: -92.2949 valid_0's l2: 500.535
[54] valid_0's poisson: -92.1831 valid_0's l2: 498.223
[55] valid_0's poisson: -92.1607 valid_0's l2: 501.605
[56] valid_0's poisson: -91.4734 valid_0's l2: 498.711
[57] valid_0's poisson: -91.7387 valid_0's l2: 498.811
[58] valid_0's poisson: -91.2705 valid_0's l2: 498.689
[59] valid_0's poisson: -91.4891 valid_0's l2: 493.861
[60] valid_0's poisson: -91.3155 valid_0's l2: 493.44
[61] valid_0's poisson: -91.3538 valid_0's l2: 490.999
[62] valid_0's poisson: -91.3517 valid_0's l2: 491.314
[63] valid_0's poisson: -90.9336 valid_0's l2: 490.045
[64] valid_0's poisson: -91.7527 valid_0's l2: 484.598
[65] valid_0's poisson: -91.9338 valid_0's l2: 479.892
[66] valid_0's poisson: -91.0692 valid_0's l2: 477.878
[67] valid_0's poisson: -91.5218 valid_0's l2: 474.827
[68] valid_0's poisson: -91.4802 valid_0's l2: 472.967
[69] valid_0's poisson: -91.4963 valid_0's l2: 472.108
[70] valid_0's poisson: -91.5671 valid_0's l2: 472.004
[71] valid_0's poisson: -91.7339 valid_0's l2: 470.985
[72] valid_0's poisson: -91.8559 valid_0's l2: 471.027
[73] valid_0's poisson: -93.3419 valid_0's l2: 469.679
[74] valid_0's poisson: -93.2619 valid_0's l2: 467.515
[75] valid_0's poisson: -93.1615 valid_0's l2: 465.664
[76] valid_0's poisson: -93.0734 valid_0's l2: 465.486
[77] valid_0's poisson: -92.7672 valid_0's l2: 467.269
[78] valid_0's poisson: -93.0168 valid_0's l2: 467.295
[79] valid_0's poisson: -92.9314 valid_0's l2: 465.381
[80] valid_0's poisson: -92.9574 valid_0's l2: 464.957
[81] valid_0's poisson: -92.9397 valid_0's l2: 464.175
[82] valid_0's poisson: -93.904 valid_0's l2: 462.592
[83] valid_0's poisson: -92.9631 valid_0's l2: 460.121
[84] valid_0's poisson: -92.925 valid_0's l2: 459.519
[85] valid_0's poisson: -93.2126 valid_0's l2: 458.861
[86] valid_0's poisson: -93.5645 valid_0's l2: 457.464
[87] valid_0's poisson: -93.4441 valid_0's l2: 455.867
[88] valid_0's poisson: -93.6329 valid_0's l2: 454.877
[89] valid_0's poisson: -93.7268 valid_0's l2: 455.17
[90] valid_0's poisson: -93.7021 valid_0's l2: 455.635
[91] valid_0's poisson: -93.3975 valid_0's l2: 456.362
[92] valid_0's poisson: -94.3156 valid_0's l2: 456.482
[93] valid_0's poisson: -93.2155 valid_0's l2: 455.482
[94] valid_0's poisson: -93.0385 valid_0's l2: 454.934
[95] valid_0's poisson: -93.7911 valid_0's l2: 452.465
[96] valid_0's poisson: -93.4237 valid_0's l2: 452.585
[97] valid_0's poisson: -94.063 valid_0's l2: 451.23
[98] valid_0's poisson: -93.7492 valid_0's l2: 449.927
[99] valid_0's poisson: -94.2307 valid_0's l2: 449.663
[100] valid_0's poisson: -94.0112 valid_0's l2: 448.917
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.6755 valid_0's l2: 1488.81
[2] valid_0's poisson: -67.9592 valid_0's l2: 1047.95
[3] valid_0's poisson: -69.5555 valid_0's l2: 976.234
[4] valid_0's poisson: -66.5733 valid_0's l2: 943.754
[5] valid_0's poisson: -78.3307 valid_0's l2: 889.018
[6] valid_0's poisson: -75.7073 valid_0's l2: 834.832
[7] valid_0's poisson: -78.7145 valid_0's l2: 812.4
[8] valid_0's poisson: -92.774 valid_0's l2: 770.85
[9] valid_0's poisson: -86.2906 valid_0's l2: 743.581
[10] valid_0's poisson: -88.0834 valid_0's l2: 739.182
[11] valid_0's poisson: -82.2261 valid_0's l2: 716.574
[12] valid_0's poisson: -83.8807 valid_0's l2: 708.036
[13] valid_0's poisson: -83.5405 valid_0's l2: 706.847
[14] valid_0's poisson: -85.8111 valid_0's l2: 669.068
[15] valid_0's poisson: -85.007 valid_0's l2: 662.63
[16] valid_0's poisson: -84.9553 valid_0's l2: 655.087
[17] valid_0's poisson: -85.1115 valid_0's l2: 657.276
[18] valid_0's poisson: -87.3506 valid_0's l2: 649.889
[19] valid_0's poisson: -88.9942 valid_0's l2: 629.3
[20] valid_0's poisson: -88.5775 valid_0's l2: 620.253
[21] valid_0's poisson: -86.8172 valid_0's l2: 604.038
[22] valid_0's poisson: -84.297 valid_0's l2: 595.907
[23] valid_0's poisson: -85.0388 valid_0's l2: 587.934
[24] valid_0's poisson: -85.8017 valid_0's l2: 585.351
[25] valid_0's poisson: -86.925 valid_0's l2: 584.69
[26] valid_0's poisson: -87.7196 valid_0's l2: 581.718
[27] valid_0's poisson: -86.8093 valid_0's l2: 578.348
[28] valid_0's poisson: -87.1297 valid_0's l2: 575.798
[29] valid_0's poisson: -88.5327 valid_0's l2: 562.843
[30] valid_0's poisson: -88.5268 valid_0's l2: 560.711
[31] valid_0's poisson: -89.0913 valid_0's l2: 559.837
[32] valid_0's poisson: -88.7329 valid_0's l2: 557.19
[33] valid_0's poisson: -89.1216 valid_0's l2: 557.721
[34] valid_0's poisson: -90.2165 valid_0's l2: 549.069
[35] valid_0's poisson: -90.2912 valid_0's l2: 544.208
[36] valid_0's poisson: -89.72 valid_0's l2: 541.091
[37] valid_0's poisson: -89.5367 valid_0's l2: 538.412
[38] valid_0's poisson: -89.6829 valid_0's l2: 536.887
[39] valid_0's poisson: -90.87 valid_0's l2: 533.616
[40] valid_0's poisson: -90.0954 valid_0's l2: 532.255
[41] valid_0's poisson: -90.2886 valid_0's l2: 526.743
[42] valid_0's poisson: -92.9155 valid_0's l2: 523.236
[43] valid_0's poisson: -91.1049 valid_0's l2: 520.808
[44] valid_0's poisson: -92.1735 valid_0's l2: 507.815
[45] valid_0's poisson: -92.2071 valid_0's l2: 502.18
[46] valid_0's poisson: -92.2921 valid_0's l2: 500.763
[47] valid_0's poisson: -91.8869 valid_0's l2: 499.219
[48] valid_0's poisson: -91.1082 valid_0's l2: 499.543
[49] valid_0's poisson: -91.883 valid_0's l2: 500.067
[50] valid_0's poisson: -91.8984 valid_0's l2: 499.86
[51] valid_0's poisson: -92.0286 valid_0's l2: 500.576
[52] valid_0's poisson: -91.5261 valid_0's l2: 502.031
[53] valid_0's poisson: -91.6007 valid_0's l2: 501.023
[54] valid_0's poisson: -90.0421 valid_0's l2: 497.176
[55] valid_0's poisson: -90.1327 valid_0's l2: 496.12
[56] valid_0's poisson: -90.0915 valid_0's l2: 494.242
[57] valid_0's poisson: -90.9022 valid_0's l2: 493.536
[58] valid_0's poisson: -89.9704 valid_0's l2: 491.628
[59] valid_0's poisson: -90.1279 valid_0's l2: 489.827
[60] valid_0's poisson: -88.762 valid_0's l2: 485.669
[61] valid_0's poisson: -89.6444 valid_0's l2: 483.835
[62] valid_0's poisson: -89.5868 valid_0's l2: 483.716
[63] valid_0's poisson: -90.0365 valid_0's l2: 481.382
[64] valid_0's poisson: -89.8163 valid_0's l2: 481.132
[65] valid_0's poisson: -89.8578 valid_0's l2: 481.728
[66] valid_0's poisson: -90.5871 valid_0's l2: 479.199
[67] valid_0's poisson: -89.6576 valid_0's l2: 477.483
[68] valid_0's poisson: -90.962 valid_0's l2: 475.911
[69] valid_0's poisson: -89.8828 valid_0's l2: 476.215
[70] valid_0's poisson: -90.0466 valid_0's l2: 476.486
[71] valid_0's poisson: -89.883 valid_0's l2: 476.582
[72] valid_0's poisson: -90.0835 valid_0's l2: 474.546
[73] valid_0's poisson: -90.1296 valid_0's l2: 471.569
[74] valid_0's poisson: -90.5238 valid_0's l2: 472.68
[75] valid_0's poisson: -90.2899 valid_0's l2: 471.41
[76] valid_0's poisson: -90.5601 valid_0's l2: 471.572
[77] valid_0's poisson: -91.169 valid_0's l2: 469.4
[78] valid_0's poisson: -91.2164 valid_0's l2: 469.563
[79] valid_0's poisson: -91.0757 valid_0's l2: 469.196
[80] valid_0's poisson: -91.2169 valid_0's l2: 467.767
[81] valid_0's poisson: -91.777 valid_0's l2: 468.278
[82] valid_0's poisson: -91.4448 valid_0's l2: 467.833
[83] valid_0's poisson: -91.7906 valid_0's l2: 467.652
[84] valid_0's poisson: -92.388 valid_0's l2: 466.46
[85] valid_0's poisson: -91.1492 valid_0's l2: 464.141
[86] valid_0's poisson: -91.6179 valid_0's l2: 464.009
[87] valid_0's poisson: -90.673 valid_0's l2: 463.222
[88] valid_0's poisson: -90.8734 valid_0's l2: 462.444
[89] valid_0's poisson: -90.8586 valid_0's l2: 461.683
[90] valid_0's poisson: -90.9054 valid_0's l2: 460.481
[91] valid_0's poisson: -90.9236 valid_0's l2: 460.566
[92] valid_0's poisson: -91.34 valid_0's l2: 458.891
[93] valid_0's poisson: -90.1591 valid_0's l2: 456.637
[94] valid_0's poisson: -90.1372 valid_0's l2: 455.848
[95] valid_0's poisson: -90.409 valid_0's l2: 456.143
[96] valid_0's poisson: -90.0068 valid_0's l2: 456.099
[97] valid_0's poisson: -90.4836 valid_0's l2: 456.019
[98] valid_0's poisson: -90.4041 valid_0's l2: 456.174
[99] valid_0's poisson: -90.3665 valid_0's l2: 457.832
[100] valid_0's poisson: -90.529 valid_0's l2: 457.94
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.6873 valid_0's l2: 1487.41
[2] valid_0's poisson: -67.9537 valid_0's l2: 1048.81
[3] valid_0's poisson: -68.0641 valid_0's l2: 939.835
[4] valid_0's poisson: -70.2398 valid_0's l2: 870.789
[5] valid_0's poisson: -84.8953 valid_0's l2: 839.36
[6] valid_0's poisson: -74.5459 valid_0's l2: 799.694
[7] valid_0's poisson: -73.4538 valid_0's l2: 763.285
[8] valid_0's poisson: -75.9695 valid_0's l2: 752.585
[9] valid_0's poisson: -81.0955 valid_0's l2: 722.021
[10] valid_0's poisson: -80.1293 valid_0's l2: 714.039
[11] valid_0's poisson: -88.4122 valid_0's l2: 671.628
[12] valid_0's poisson: -80.4936 valid_0's l2: 661.78
[13] valid_0's poisson: -84.702 valid_0's l2: 653.031
[14] valid_0's poisson: -84.5758 valid_0's l2: 649.048
[15] valid_0's poisson: -81.7144 valid_0's l2: 643.515
[16] valid_0's poisson: -80.1425 valid_0's l2: 641.949
[17] valid_0's poisson: -80.6329 valid_0's l2: 639.329
[18] valid_0's poisson: -85.5322 valid_0's l2: 637.806
[19] valid_0's poisson: -88.2023 valid_0's l2: 633.68
[20] valid_0's poisson: -85.4358 valid_0's l2: 612.937
[21] valid_0's poisson: -83.1116 valid_0's l2: 599.961
[22] valid_0's poisson: -84.0154 valid_0's l2: 597.293
[23] valid_0's poisson: -87.1457 valid_0's l2: 587.864
[24] valid_0's poisson: -84.1549 valid_0's l2: 577.75
[25] valid_0's poisson: -84.6815 valid_0's l2: 574.322
[26] valid_0's poisson: -84.9926 valid_0's l2: 575.002
[27] valid_0's poisson: -87.0919 valid_0's l2: 570.839
[28] valid_0's poisson: -87.0703 valid_0's l2: 569.784
[29] valid_0's poisson: -86.8165 valid_0's l2: 566.033
[30] valid_0's poisson: -87.2664 valid_0's l2: 560.447
[31] valid_0's poisson: -87.7873 valid_0's l2: 550.706
[32] valid_0's poisson: -87.1099 valid_0's l2: 548.093
[33] valid_0's poisson: -87.4675 valid_0's l2: 545.458
[34] valid_0's poisson: -87.3312 valid_0's l2: 543.808
[35] valid_0's poisson: -87.3137 valid_0's l2: 542.005
[36] valid_0's poisson: -88.0473 valid_0's l2: 539.831
[37] valid_0's poisson: -88.9677 valid_0's l2: 538.877
[38] valid_0's poisson: -89.408 valid_0's l2: 537.49
[39] valid_0's poisson: -89.46 valid_0's l2: 534.98
[40] valid_0's poisson: -89.6855 valid_0's l2: 533.117
[41] valid_0's poisson: -87.1458 valid_0's l2: 530.229
[42] valid_0's poisson: -86.0681 valid_0's l2: 524.422
[43] valid_0's poisson: -85.451 valid_0's l2: 521.589
[44] valid_0's poisson: -87.9595 valid_0's l2: 518.243
[45] valid_0's poisson: -85.8482 valid_0's l2: 512.442
[46] valid_0's poisson: -85.7566 valid_0's l2: 512.079
[47] valid_0's poisson: -86.069 valid_0's l2: 513.063
[48] valid_0's poisson: -86.2744 valid_0's l2: 511.794
[49] valid_0's poisson: -87.1313 valid_0's l2: 509.188
[50] valid_0's poisson: -86.2106 valid_0's l2: 508.305
[51] valid_0's poisson: -89.1501 valid_0's l2: 505.058
[52] valid_0's poisson: -88.7424 valid_0's l2: 504.272
[53] valid_0's poisson: -89.4642 valid_0's l2: 504.233
[54] valid_0's poisson: -88.9418 valid_0's l2: 501.228
[55] valid_0's poisson: -88.7382 valid_0's l2: 498.778
[56] valid_0's poisson: -88.778 valid_0's l2: 498.582
[57] valid_0's poisson: -87.9941 valid_0's l2: 494.614
[58] valid_0's poisson: -87.5791 valid_0's l2: 491.757
[59] valid_0's poisson: -87.7488 valid_0's l2: 490.588
[60] valid_0's poisson: -87.7823 valid_0's l2: 491.891
[61] valid_0's poisson: -88.9755 valid_0's l2: 492.004
[62] valid_0's poisson: -89.9774 valid_0's l2: 490.845
[63] valid_0's poisson: -90.3643 valid_0's l2: 487.238
[64] valid_0's poisson: -89.8025 valid_0's l2: 485.4
[65] valid_0's poisson: -90.0503 valid_0's l2: 484.243
[66] valid_0's poisson: -90.4905 valid_0's l2: 483.104
[67] valid_0's poisson: -90.8881 valid_0's l2: 483.155
[68] valid_0's poisson: -90.3604 valid_0's l2: 483.295
[69] valid_0's poisson: -90.4315 valid_0's l2: 483.809
[70] valid_0's poisson: -89.4665 valid_0's l2: 481.063
[71] valid_0's poisson: -89.4906 valid_0's l2: 481.061
[72] valid_0's poisson: -89.493 valid_0's l2: 481.189
[73] valid_0's poisson: -90.1439 valid_0's l2: 480.313
[74] valid_0's poisson: -90.349 valid_0's l2: 479.158
[75] valid_0's poisson: -90.4212 valid_0's l2: 479.273
[76] valid_0's poisson: -94.3045 valid_0's l2: 473.653
[77] valid_0's poisson: -94.1683 valid_0's l2: 471.19
[78] valid_0's poisson: -93.8124 valid_0's l2: 468.469
[79] valid_0's poisson: -93.9134 valid_0's l2: 466.426
[80] valid_0's poisson: -93.2152 valid_0's l2: 466.448
[81] valid_0's poisson: -93.1765 valid_0's l2: 466.288
[82] valid_0's poisson: -93.4474 valid_0's l2: 467.433
[83] valid_0's poisson: -93.2783 valid_0's l2: 467.439
[84] valid_0's poisson: -93.8523 valid_0's l2: 465.5
[85] valid_0's poisson: -93.0953 valid_0's l2: 464.972
[86] valid_0's poisson: -93.0554 valid_0's l2: 462.682
[87] valid_0's poisson: -92.969 valid_0's l2: 460.884
[88] valid_0's poisson: -93.0185 valid_0's l2: 459.515
[89] valid_0's poisson: -93.093 valid_0's l2: 459.264
[90] valid_0's poisson: -93.2887 valid_0's l2: 459.667
[91] valid_0's poisson: -93.4137 valid_0's l2: 459.253
[92] valid_0's poisson: -93.4325 valid_0's l2: 460.101
[93] valid_0's poisson: -93.4302 valid_0's l2: 459.463
[94] valid_0's poisson: -93.1907 valid_0's l2: 460.326
[95] valid_0's poisson: -92.7475 valid_0's l2: 459.572
[96] valid_0's poisson: -92.0233 valid_0's l2: 458.812
[97] valid_0's poisson: -92.6797 valid_0's l2: 459
[98] valid_0's poisson: -92.2109 valid_0's l2: 456.259
[99] valid_0's poisson: -94.0006 valid_0's l2: 453.544
[100] valid_0's poisson: -94.5097 valid_0's l2: 450.169
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.6833 valid_0's l2: 1488.1
[2] valid_0's poisson: -67.9336 valid_0's l2: 1050.54
[3] valid_0's poisson: -72.8393 valid_0's l2: 975.955
[4] valid_0's poisson: -69.3305 valid_0's l2: 944.969
[5] valid_0's poisson: -73.9905 valid_0's l2: 900.431
[6] valid_0's poisson: -76.1697 valid_0's l2: 852.665
[7] valid_0's poisson: -75.7828 valid_0's l2: 842.569
[8] valid_0's poisson: -76.116 valid_0's l2: 836.39
[9] valid_0's poisson: -75.7827 valid_0's l2: 808.097
[10] valid_0's poisson: -76.3341 valid_0's l2: 790.317
[11] valid_0's poisson: -79.8455 valid_0's l2: 758.634
[12] valid_0's poisson: -86.7276 valid_0's l2: 755.681
[13] valid_0's poisson: -81.2629 valid_0's l2: 749.91
[14] valid_0's poisson: -80.413 valid_0's l2: 740.547
[15] valid_0's poisson: -81.4109 valid_0's l2: 733.59
[16] valid_0's poisson: -84.0025 valid_0's l2: 728.496
[17] valid_0's poisson: -81.1257 valid_0's l2: 674.054
[18] valid_0's poisson: -81.7148 valid_0's l2: 667.277
[19] valid_0's poisson: -80.4612 valid_0's l2: 661.851
[20] valid_0's poisson: -81.208 valid_0's l2: 652.408
[21] valid_0's poisson: -86.0311 valid_0's l2: 604.049
[22] valid_0's poisson: -86.078 valid_0's l2: 601.886
[23] valid_0's poisson: -86.074 valid_0's l2: 599.358
[24] valid_0's poisson: -87.7394 valid_0's l2: 590.328
[25] valid_0's poisson: -87.3793 valid_0's l2: 586.047
[26] valid_0's poisson: -87.2201 valid_0's l2: 582.062
[27] valid_0's poisson: -87.4109 valid_0's l2: 578.512
[28] valid_0's poisson: -89.4027 valid_0's l2: 572.999
[29] valid_0's poisson: -88.3461 valid_0's l2: 565.743
[30] valid_0's poisson: -87.7662 valid_0's l2: 563.668
[31] valid_0's poisson: -88.0558 valid_0's l2: 562.4
[32] valid_0's poisson: -88.0894 valid_0's l2: 561.709
[33] valid_0's poisson: -88.2747 valid_0's l2: 558.055
[34] valid_0's poisson: -86.7804 valid_0's l2: 554.648
[35] valid_0's poisson: -87.2063 valid_0's l2: 553.355
[36] valid_0's poisson: -86.7954 valid_0's l2: 548.059
[37] valid_0's poisson: -86.9711 valid_0's l2: 546.04
[38] valid_0's poisson: -86.9383 valid_0's l2: 545.775
[39] valid_0's poisson: -86.5145 valid_0's l2: 542.881
[40] valid_0's poisson: -87.1139 valid_0's l2: 533.048
[41] valid_0's poisson: -87.1036 valid_0's l2: 534.428
[42] valid_0's poisson: -86.88 valid_0's l2: 534.261
[43] valid_0's poisson: -87.0272 valid_0's l2: 533.391
[44] valid_0's poisson: -86.9504 valid_0's l2: 535.367
[45] valid_0's poisson: -87.0059 valid_0's l2: 534.551
[46] valid_0's poisson: -86.8934 valid_0's l2: 533.483
[47] valid_0's poisson: -86.979 valid_0's l2: 533.65
[48] valid_0's poisson: -87.506 valid_0's l2: 532.251
[49] valid_0's poisson: -87.4446 valid_0's l2: 530.192
[50] valid_0's poisson: -87.5128 valid_0's l2: 530.061
[51] valid_0's poisson: -90.4262 valid_0's l2: 527.585
[52] valid_0's poisson: -89.746 valid_0's l2: 525.818
[53] valid_0's poisson: -89.3794 valid_0's l2: 525.834
[54] valid_0's poisson: -89.4597 valid_0's l2: 525.811
[55] valid_0's poisson: -89.4961 valid_0's l2: 523.782
[56] valid_0's poisson: -90.959 valid_0's l2: 511.308
[57] valid_0's poisson: -90.4083 valid_0's l2: 510.74
[58] valid_0's poisson: -90.761 valid_0's l2: 507.167
[59] valid_0's poisson: -91.1085 valid_0's l2: 506.139
[60] valid_0's poisson: -90.4192 valid_0's l2: 499.894
[61] valid_0's poisson: -90.3084 valid_0's l2: 498.855
[62] valid_0's poisson: -90.041 valid_0's l2: 497.832
[63] valid_0's poisson: -89.7511 valid_0's l2: 497.108
[64] valid_0's poisson: -89.8629 valid_0's l2: 498.609
[65] valid_0's poisson: -89.4768 valid_0's l2: 497.623
[66] valid_0's poisson: -89.8195 valid_0's l2: 497.966
[67] valid_0's poisson: -89.6189 valid_0's l2: 497.699
[68] valid_0's poisson: -90.8332 valid_0's l2: 492.834
[69] valid_0's poisson: -89.8652 valid_0's l2: 492.235
[70] valid_0's poisson: -93.8759 valid_0's l2: 486.775
[71] valid_0's poisson: -93.9548 valid_0's l2: 484.822
[72] valid_0's poisson: -93.8788 valid_0's l2: 483.045
[73] valid_0's poisson: -93.4947 valid_0's l2: 482.95
[74] valid_0's poisson: -93.3063 valid_0's l2: 482.064
[75] valid_0's poisson: -93.65 valid_0's l2: 481.294
[76] valid_0's poisson: -93.2001 valid_0's l2: 478.507
[77] valid_0's poisson: -92.8069 valid_0's l2: 479.077
[78] valid_0's poisson: -92.0961 valid_0's l2: 478.002
[79] valid_0's poisson: -92.024 valid_0's l2: 477.078
[80] valid_0's poisson: -91.2731 valid_0's l2: 476.419
[81] valid_0's poisson: -91.366 valid_0's l2: 476.837
[82] valid_0's poisson: -90.8903 valid_0's l2: 476.275
[83] valid_0's poisson: -91.1468 valid_0's l2: 476.399
[84] valid_0's poisson: -91.0108 valid_0's l2: 475.693
[85] valid_0's poisson: -91.5232 valid_0's l2: 475.834
[86] valid_0's poisson: -91.5198 valid_0's l2: 475.865
[87] valid_0's poisson: -91.4511 valid_0's l2: 475.665
[88] valid_0's poisson: -91.1576 valid_0's l2: 475.44
[89] valid_0's poisson: -91.1223 valid_0's l2: 471.086
[90] valid_0's poisson: -90.3503 valid_0's l2: 471.344
[91] valid_0's poisson: -90.2361 valid_0's l2: 468.38
[92] valid_0's poisson: -90.0953 valid_0's l2: 467.031
[93] valid_0's poisson: -90.1149 valid_0's l2: 464.02
[94] valid_0's poisson: -90.1604 valid_0's l2: 462.157
[95] valid_0's poisson: -89.8235 valid_0's l2: 460.361
[96] valid_0's poisson: -90.1784 valid_0's l2: 459.76
[97] valid_0's poisson: -92.4673 valid_0's l2: 457.499
[98] valid_0's poisson: -92.2572 valid_0's l2: 457.947
[99] valid_0's poisson: -92.3362 valid_0's l2: 458.22
[100] valid_0's poisson: -92.2422 valid_0's l2: 458.279
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3451 valid_0's l2: 2287.95
[2] valid_0's poisson: -87.514 valid_0's l2: 2275.66
[3] valid_0's poisson: -87.6804 valid_0's l2: 2263.47
[4] valid_0's poisson: -87.8444 valid_0's l2: 2251.37
[5] valid_0's poisson: -88.006 valid_0's l2: 2239.36
[6] valid_0's poisson: -88.1653 valid_0's l2: 2227.45
[7] valid_0's poisson: -88.3223 valid_0's l2: 2215.63
[8] valid_0's poisson: -88.4771 valid_0's l2: 2203.9
[9] valid_0's poisson: -88.6297 valid_0's l2: 2192.26
[10] valid_0's poisson: -88.7802 valid_0's l2: 2180.71
[11] valid_0's poisson: -88.9305 valid_0's l2: 2169.1
[12] valid_0's poisson: -89.079 valid_0's l2: 2157.57
[13] valid_0's poisson: -89.2235 valid_0's l2: 2146.28
[14] valid_0's poisson: -89.368 valid_0's l2: 2134.93
[15] valid_0's poisson: -89.5105 valid_0's l2: 2123.66
[16] valid_0's poisson: -89.6496 valid_0's l2: 2112.64
[17] valid_0's poisson: -89.7887 valid_0's l2: 2101.54
[18] valid_0's poisson: -89.9258 valid_0's l2: 2090.53
[19] valid_0's poisson: -90.0598 valid_0's l2: 2079.76
[20] valid_0's poisson: -90.1937 valid_0's l2: 2068.91
[21] valid_0's poisson: -90.3259 valid_0's l2: 2058.14
[22] valid_0's poisson: -90.455 valid_0's l2: 2047.61
[23] valid_0's poisson: -90.5838 valid_0's l2: 2037.02
[24] valid_0's poisson: -90.7113 valid_0's l2: 2026.48
[25] valid_0's poisson: -90.8361 valid_0's l2: 2016.18
[26] valid_0's poisson: -90.9603 valid_0's l2: 2005.83
[27] valid_0's poisson: -91.0834 valid_0's l2: 1995.53
[28] valid_0's poisson: -91.204 valid_0's l2: 1985.46
[29] valid_0's poisson: -91.3242 valid_0's l2: 1975.32
[30] valid_0's poisson: -91.4429 valid_0's l2: 1965.27
[31] valid_0's poisson: -91.5595 valid_0's l2: 1955.41
[32] valid_0's poisson: -91.6777 valid_0's l2: 1945.35
[33] valid_0's poisson: -91.7945 valid_0's l2: 1935.37
[34] valid_0's poisson: -91.91 valid_0's l2: 1925.46
[35] valid_0's poisson: -92.0242 valid_0's l2: 1915.63
[36] valid_0's poisson: -92.1372 valid_0's l2: 1905.86
[37] valid_0's poisson: -92.2486 valid_0's l2: 1896.2
[38] valid_0's poisson: -92.3591 valid_0's l2: 1886.59
[39] valid_0's poisson: -92.4681 valid_0's l2: 1877.07
[40] valid_0's poisson: -92.5763 valid_0's l2: 1867.59
[41] valid_0's poisson: -92.6819 valid_0's l2: 1858.31
[42] valid_0's poisson: -92.7875 valid_0's l2: 1849
[43] valid_0's poisson: -92.8922 valid_0's l2: 1839.75
[44] valid_0's poisson: -92.9969 valid_0's l2: 1830.46
[45] valid_0's poisson: -93.1006 valid_0's l2: 1821.24
[46] valid_0's poisson: -93.202 valid_0's l2: 1812.2
[47] valid_0's poisson: -93.3034 valid_0's l2: 1803.12
[48] valid_0's poisson: -93.4038 valid_0's l2: 1794.22
[49] valid_0's poisson: -93.5033 valid_0's l2: 1785.28
[50] valid_0's poisson: -93.6016 valid_0's l2: 1776.51
[51] valid_0's poisson: -93.6989 valid_0's l2: 1767.82
[52] valid_0's poisson: -93.7956 valid_0's l2: 1759.06
[53] valid_0's poisson: -93.891 valid_0's l2: 1750.49
[54] valid_0's poisson: -93.9838 valid_0's l2: 1742.04
[55] valid_0's poisson: -94.0776 valid_0's l2: 1733.58
[56] valid_0's poisson: -94.1699 valid_0's l2: 1725.15
[57] valid_0's poisson: -94.2604 valid_0's l2: 1716.92
[58] valid_0's poisson: -94.35 valid_0's l2: 1708.76
[59] valid_0's poisson: -94.4406 valid_0's l2: 1700.42
[60] valid_0's poisson: -94.5286 valid_0's l2: 1692.38
[61] valid_0's poisson: -94.6157 valid_0's l2: 1684.39
[62] valid_0's poisson: -94.7019 valid_0's l2: 1676.46
[63] valid_0's poisson: -94.7892 valid_0's l2: 1668.36
[64] valid_0's poisson: -94.8739 valid_0's l2: 1660.55
[65] valid_0's poisson: -94.9578 valid_0's l2: 1652.79
[66] valid_0's poisson: -95.0409 valid_0's l2: 1645.1
[67] valid_0's poisson: -95.125 valid_0's l2: 1637.23
[68] valid_0's poisson: -95.2066 valid_0's l2: 1629.65
[69] valid_0's poisson: -95.2875 valid_0's l2: 1622.12
[70] valid_0's poisson: -95.3696 valid_0's l2: 1614.41
[71] valid_0's poisson: -95.449 valid_0's l2: 1606.99
[72] valid_0's poisson: -95.5277 valid_0's l2: 1599.62
[73] valid_0's poisson: -95.6056 valid_0's l2: 1592.31
[74] valid_0's poisson: -95.6849 valid_0's l2: 1584.82
[75] valid_0's poisson: -95.7615 valid_0's l2: 1577.62
[76] valid_0's poisson: -95.8374 valid_0's l2: 1570.47
[77] valid_0's poisson: -95.9125 valid_0's l2: 1563.38
[78] valid_0's poisson: -95.9894 valid_0's l2: 1556.08
[79] valid_0's poisson: -96.0634 valid_0's l2: 1549.08
[80] valid_0's poisson: -96.1366 valid_0's l2: 1542.14
[81] valid_0's poisson: -96.2097 valid_0's l2: 1535.21
[82] valid_0's poisson: -96.2841 valid_0's l2: 1528.11
[83] valid_0's poisson: -96.3555 valid_0's l2: 1521.32
[84] valid_0's poisson: -96.4265 valid_0's l2: 1514.57
[85] valid_0's poisson: -96.497 valid_0's l2: 1507.84
[86] valid_0's poisson: -96.5667 valid_0's l2: 1501.2
[87] valid_0's poisson: -96.6385 valid_0's l2: 1494.32
[88] valid_0's poisson: -96.7069 valid_0's l2: 1487.77
[89] valid_0's poisson: -96.776 valid_0's l2: 1481.12
[90] valid_0's poisson: -96.8439 valid_0's l2: 1474.6
[91] valid_0's poisson: -96.9135 valid_0's l2: 1467.92
[92] valid_0's poisson: -96.9805 valid_0's l2: 1461.48
[93] valid_0's poisson: -97.0467 valid_0's l2: 1455.1
[94] valid_0's poisson: -97.1129 valid_0's l2: 1448.7
[95] valid_0's poisson: -97.1805 valid_0's l2: 1442.19
[96] valid_0's poisson: -97.2452 valid_0's l2: 1435.98
[97] valid_0's poisson: -97.3099 valid_0's l2: 1429.72
[98] valid_0's poisson: -97.3741 valid_0's l2: 1423.51
[99] valid_0's poisson: -97.4378 valid_0's l2: 1417.35
[100] valid_0's poisson: -97.5028 valid_0's l2: 1411.06
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3455 valid_0's l2: 2287.91
[2] valid_0's poisson: -87.5144 valid_0's l2: 2275.63
[3] valid_0's poisson: -87.6808 valid_0's l2: 2263.44
[4] valid_0's poisson: -87.8447 valid_0's l2: 2251.34
[5] valid_0's poisson: -88.0061 valid_0's l2: 2239.33
[6] valid_0's poisson: -88.1653 valid_0's l2: 2227.42
[7] valid_0's poisson: -88.3221 valid_0's l2: 2215.59
[8] valid_0's poisson: -88.476 valid_0's l2: 2203.91
[9] valid_0's poisson: -88.6285 valid_0's l2: 2192.27
[10] valid_0's poisson: -88.7781 valid_0's l2: 2180.76
[11] valid_0's poisson: -88.9275 valid_0's l2: 2169.21
[12] valid_0's poisson: -89.0749 valid_0's l2: 2157.74
[13] valid_0's poisson: -89.2186 valid_0's l2: 2146.49
[14] valid_0's poisson: -89.362 valid_0's l2: 2135.2
[15] valid_0's poisson: -89.5036 valid_0's l2: 2123.99
[16] valid_0's poisson: -89.6433 valid_0's l2: 2112.86
[17] valid_0's poisson: -89.7873 valid_0's l2: 2101.4
[18] valid_0's poisson: -89.922 valid_0's l2: 2090.56
[19] valid_0's poisson: -90.0565 valid_0's l2: 2079.68
[20] valid_0's poisson: -90.1893 valid_0's l2: 2068.88
[21] valid_0's poisson: -90.3265 valid_0's l2: 2057.73
[22] valid_0's poisson: -90.4582 valid_0's l2: 2046.92
[23] valid_0's poisson: -90.5872 valid_0's l2: 2036.29
[24] valid_0's poisson: -90.7133 valid_0's l2: 2025.83
[25] valid_0's poisson: -90.8443 valid_0's l2: 2014.99
[26] valid_0's poisson: -90.9698 valid_0's l2: 2004.49
[27] valid_0's poisson: -91.0908 valid_0's l2: 1994.34
[28] valid_0's poisson: -91.2174 valid_0's l2: 1983.73
[29] valid_0's poisson: -91.3386 valid_0's l2: 1973.45
[30] valid_0's poisson: -91.4564 valid_0's l2: 1963.43
[31] valid_0's poisson: -91.574 valid_0's l2: 1953.4
[32] valid_0's poisson: -91.6951 valid_0's l2: 1943.09
[33] valid_0's poisson: -91.8093 valid_0's l2: 1933.26
[34] valid_0's poisson: -91.9238 valid_0's l2: 1923.36
[35] valid_0's poisson: -92.0344 valid_0's l2: 1913.79
[36] valid_0's poisson: -92.1505 valid_0's l2: 1903.76
[37] valid_0's poisson: -92.2596 valid_0's l2: 1894.24
[38] valid_0's poisson: -92.3684 valid_0's l2: 1884.72
[39] valid_0's poisson: -92.4753 valid_0's l2: 1875.32
[40] valid_0's poisson: -92.5867 valid_0's l2: 1865.57
[41] valid_0's poisson: -92.6928 valid_0's l2: 1856.17
[42] valid_0's poisson: -92.7957 valid_0's l2: 1847.07
[43] valid_0's poisson: -92.8997 valid_0's l2: 1837.8
[44] valid_0's poisson: -93.0068 valid_0's l2: 1828.31
[45] valid_0's poisson: -93.1071 valid_0's l2: 1819.32
[46] valid_0's poisson: -93.207 valid_0's l2: 1810.36
[47] valid_0's poisson: -93.311 valid_0's l2: 1801.07
[48] valid_0's poisson: -93.4084 valid_0's l2: 1792.28
[49] valid_0's poisson: -93.5048 valid_0's l2: 1783.56
[50] valid_0's poisson: -93.601 valid_0's l2: 1774.84
[51] valid_0's poisson: -93.701 valid_0's l2: 1765.81
[52] valid_0's poisson: -93.7947 valid_0's l2: 1757.27
[53] valid_0's poisson: -93.8886 valid_0's l2: 1748.66
[54] valid_0's poisson: -93.981 valid_0's l2: 1740.2
[55] valid_0's poisson: -94.0773 valid_0's l2: 1731.42
[56] valid_0's poisson: -94.1675 valid_0's l2: 1723.12
[57] valid_0's poisson: -94.2572 valid_0's l2: 1714.85
[58] valid_0's poisson: -94.3467 valid_0's l2: 1706.56
[59] valid_0's poisson: -94.4395 valid_0's l2: 1698.02
[60] valid_0's poisson: -94.5263 valid_0's l2: 1689.96
[61] valid_0's poisson: -94.6129 valid_0's l2: 1681.91
[62] valid_0's poisson: -94.7032 valid_0's l2: 1673.56
[63] valid_0's poisson: -94.7887 valid_0's l2: 1665.54
[64] valid_0's poisson: -94.8722 valid_0's l2: 1657.73
[65] valid_0's poisson: -94.9557 valid_0's l2: 1649.91
[66] valid_0's poisson: -95.0429 valid_0's l2: 1641.79
[67] valid_0's poisson: -95.1253 valid_0's l2: 1634.01
[68] valid_0's poisson: -95.206 valid_0's l2: 1626.41
[69] valid_0's poisson: -95.2909 valid_0's l2: 1618.45
[70] valid_0's poisson: -95.3697 valid_0's l2: 1611.06
[71] valid_0's poisson: -95.4484 valid_0's l2: 1603.59
[72] valid_0's poisson: -95.5272 valid_0's l2: 1596.1
[73] valid_0's poisson: -95.6093 valid_0's l2: 1588.36
[74] valid_0's poisson: -95.6856 valid_0's l2: 1581.14
[75] valid_0's poisson: -95.7624 valid_0's l2: 1573.81
[76] valid_0's poisson: -95.8381 valid_0's l2: 1566.56
[77] valid_0's poisson: -95.9174 valid_0's l2: 1559.04
[78] valid_0's poisson: -95.9911 valid_0's l2: 1552.03
[79] valid_0's poisson: -96.0649 valid_0's l2: 1544.94
[80] valid_0's poisson: -96.1423 valid_0's l2: 1537.58
[81] valid_0's poisson: -96.2144 valid_0's l2: 1530.66
[82] valid_0's poisson: -96.2854 valid_0's l2: 1523.89
[83] valid_0's poisson: -96.3567 valid_0's l2: 1516.99
[84] valid_0's poisson: -96.4317 valid_0's l2: 1509.83
[85] valid_0's poisson: -96.5014 valid_0's l2: 1503.11
[86] valid_0's poisson: -96.5711 valid_0's l2: 1496.4
[87] valid_0's poisson: -96.6442 valid_0's l2: 1489.39
[88] valid_0's poisson: -96.7118 valid_0's l2: 1482.85
[89] valid_0's poisson: -96.7798 valid_0's l2: 1476.25
[90] valid_0's poisson: -96.8512 valid_0's l2: 1469.39
[91] valid_0's poisson: -96.9175 valid_0's l2: 1463.01
[92] valid_0's poisson: -96.9828 valid_0's l2: 1456.68
[93] valid_0's poisson: -97.0526 valid_0's l2: 1449.95
[94] valid_0's poisson: -97.1174 valid_0's l2: 1443.69
[95] valid_0's poisson: -97.1821 valid_0's l2: 1437.38
[96] valid_0's poisson: -97.2463 valid_0's l2: 1431.1
[97] valid_0's poisson: -97.314 valid_0's l2: 1424.55
[98] valid_0's poisson: -97.3766 valid_0's l2: 1418.5
[99] valid_0's poisson: -97.4399 valid_0's l2: 1412.31
[100] valid_0's poisson: -97.5061 valid_0's l2: 1405.91
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3446 valid_0's l2: 2287.94
[2] valid_0's poisson: -87.5169 valid_0's l2: 2275.38
[3] valid_0's poisson: -87.6865 valid_0's l2: 2262.9
[4] valid_0's poisson: -87.8536 valid_0's l2: 2250.53
[5] valid_0's poisson: -88.0186 valid_0's l2: 2238.22
[6] valid_0's poisson: -88.1813 valid_0's l2: 2226
[7] valid_0's poisson: -88.3417 valid_0's l2: 2213.87
[8] valid_0's poisson: -88.5 valid_0's l2: 2201.82
[9] valid_0's poisson: -88.6577 valid_0's l2: 2189.73
[10] valid_0's poisson: -88.8113 valid_0's l2: 2177.88
[11] valid_0's poisson: -88.9626 valid_0's l2: 2166.13
[12] valid_0's poisson: -89.114 valid_0's l2: 2154.31
[13] valid_0's poisson: -89.2614 valid_0's l2: 2142.72
[14] valid_0's poisson: -89.4089 valid_0's l2: 2131.06
[15] valid_0's poisson: -89.5541 valid_0's l2: 2119.5
[16] valid_0's poisson: -89.696 valid_0's l2: 2108.16
[17] valid_0's poisson: -89.8377 valid_0's l2: 2096.77
[18] valid_0's poisson: -89.976 valid_0's l2: 2085.59
[19] valid_0's poisson: -90.1121 valid_0's l2: 2074.53
[20] valid_0's poisson: -90.2468 valid_0's l2: 2063.61
[21] valid_0's poisson: -90.3816 valid_0's l2: 2052.54
[22] valid_0's poisson: -90.5131 valid_0's l2: 2041.77
[23] valid_0's poisson: -90.6446 valid_0's l2: 2030.87
[24] valid_0's poisson: -90.7728 valid_0's l2: 2020.27
[25] valid_0's poisson: -90.8996 valid_0's l2: 2009.74
[26] valid_0's poisson: -91.0254 valid_0's l2: 1999.18
[27] valid_0's poisson: -91.1491 valid_0's l2: 1988.8
[28] valid_0's poisson: -91.2717 valid_0's l2: 1978.44
[29] valid_0's poisson: -91.3926 valid_0's l2: 1968.22
[30] valid_0's poisson: -91.5142 valid_0's l2: 1957.84
[31] valid_0's poisson: -91.6323 valid_0's l2: 1947.78
[32] valid_0's poisson: -91.751 valid_0's l2: 1937.57
[33] valid_0's poisson: -91.8666 valid_0's l2: 1927.64
[34] valid_0's poisson: -91.9818 valid_0's l2: 1917.67
[35] valid_0's poisson: -92.0949 valid_0's l2: 1907.88
[36] valid_0's poisson: -92.2086 valid_0's l2: 1897.96
[37] valid_0's poisson: -92.3197 valid_0's l2: 1888.25
[38] valid_0's poisson: -92.4292 valid_0's l2: 1878.68
[39] valid_0's poisson: -92.5375 valid_0's l2: 1869.18
[40] valid_0's poisson: -92.6456 valid_0's l2: 1859.63
[41] valid_0's poisson: -92.7517 valid_0's l2: 1850.27
[42] valid_0's poisson: -92.8585 valid_0's l2: 1840.77
[43] valid_0's poisson: -92.9624 valid_0's l2: 1831.55
[44] valid_0's poisson: -93.0669 valid_0's l2: 1822.19
[45] valid_0's poisson: -93.1695 valid_0's l2: 1812.99
[46] valid_0's poisson: -93.2703 valid_0's l2: 1803.97
[47] valid_0's poisson: -93.3699 valid_0's l2: 1795.03
[48] valid_0's poisson: -93.4703 valid_0's l2: 1785.97
[49] valid_0's poisson: -93.568 valid_0's l2: 1777.15
[50] valid_0's poisson: -93.6667 valid_0's l2: 1768.18
[51] valid_0's poisson: -93.7625 valid_0's l2: 1759.48
[52] valid_0's poisson: -93.8573 valid_0's l2: 1750.86
[53] valid_0's poisson: -93.9522 valid_0's l2: 1742.18
[54] valid_0's poisson: -94.0452 valid_0's l2: 1733.67
[55] valid_0's poisson: -94.1394 valid_0's l2: 1725.04
[56] valid_0's poisson: -94.2307 valid_0's l2: 1716.67
[57] valid_0's poisson: -94.3232 valid_0's l2: 1708.12
[58] valid_0's poisson: -94.4127 valid_0's l2: 1699.87
[59] valid_0's poisson: -94.5033 valid_0's l2: 1691.45
[60] valid_0's poisson: -94.5923 valid_0's l2: 1683.19
[61] valid_0's poisson: -94.6793 valid_0's l2: 1675.11
[62] valid_0's poisson: -94.7655 valid_0's l2: 1667.1
[63] valid_0's poisson: -94.8532 valid_0's l2: 1658.94
[64] valid_0's poisson: -94.9379 valid_0's l2: 1651.04
[65] valid_0's poisson: -95.0236 valid_0's l2: 1643
[66] valid_0's poisson: -95.1068 valid_0's l2: 1635.2
[67] valid_0's poisson: -95.1911 valid_0's l2: 1627.3
[68] valid_0's poisson: -95.2728 valid_0's l2: 1619.62
[69] valid_0's poisson: -95.3562 valid_0's l2: 1611.79
[70] valid_0's poisson: -95.4365 valid_0's l2: 1604.22
[71] valid_0's poisson: -95.518 valid_0's l2: 1596.49
[72] valid_0's poisson: -95.5968 valid_0's l2: 1589.05
[73] valid_0's poisson: -95.6769 valid_0's l2: 1581.44
[74] valid_0's poisson: -95.7562 valid_0's l2: 1573.92
[75] valid_0's poisson: -95.8331 valid_0's l2: 1566.62
[76] valid_0's poisson: -95.9095 valid_0's l2: 1559.36
[77] valid_0's poisson: -95.9873 valid_0's l2: 1551.97
[78] valid_0's poisson: -96.0621 valid_0's l2: 1544.84
[79] valid_0's poisson: -96.1384 valid_0's l2: 1537.53
[80] valid_0's poisson: -96.2122 valid_0's l2: 1530.49
[81] valid_0's poisson: -96.287 valid_0's l2: 1523.33
[82] valid_0's poisson: -96.3606 valid_0's l2: 1516.26
[83] valid_0's poisson: -96.435 valid_0's l2: 1509.14
[84] valid_0's poisson: -96.5065 valid_0's l2: 1502.29
[85] valid_0's poisson: -96.577 valid_0's l2: 1495.5
[86] valid_0's poisson: -96.6491 valid_0's l2: 1488.55
[87] valid_0's poisson: -96.7188 valid_0's l2: 1481.84
[88] valid_0's poisson: -96.7875 valid_0's l2: 1475.19
[89] valid_0's poisson: -96.8563 valid_0's l2: 1468.56
[90] valid_0's poisson: -96.9239 valid_0's l2: 1462
[91] valid_0's poisson: -96.9933 valid_0's l2: 1455.28
[92] valid_0's poisson: -97.0598 valid_0's l2: 1448.82
[93] valid_0's poisson: -97.126 valid_0's l2: 1442.39
[94] valid_0's poisson: -97.1915 valid_0's l2: 1436.03
[95] valid_0's poisson: -97.2564 valid_0's l2: 1429.72
[96] valid_0's poisson: -97.3233 valid_0's l2: 1423.2
[97] valid_0's poisson: -97.3872 valid_0's l2: 1417
[98] valid_0's poisson: -97.4505 valid_0's l2: 1410.82
[99] valid_0's poisson: -97.5134 valid_0's l2: 1404.71
[100] valid_0's poisson: -97.5758 valid_0's l2: 1398.62
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3524 valid_0's l2: 2287.43
[2] valid_0's poisson: -87.5261 valid_0's l2: 2274.81
[3] valid_0's poisson: -87.697 valid_0's l2: 2262.29
[4] valid_0's poisson: -87.8674 valid_0's l2: 2249.72
[5] valid_0's poisson: -88.0351 valid_0's l2: 2237.25
[6] valid_0's poisson: -88.1986 valid_0's l2: 2225.01
[7] valid_0's poisson: -88.3582 valid_0's l2: 2213
[8] valid_0's poisson: -88.5156 valid_0's l2: 2201.09
[9] valid_0's poisson: -88.6742 valid_0's l2: 2188.98
[10] valid_0's poisson: -88.8272 valid_0's l2: 2177.23
[11] valid_0's poisson: -88.981 valid_0's l2: 2165.34
[12] valid_0's poisson: -89.1298 valid_0's l2: 2153.78
[13] valid_0's poisson: -89.2799 valid_0's l2: 2142.03
[14] valid_0's poisson: -89.4248 valid_0's l2: 2130.64
[15] valid_0's poisson: -89.5697 valid_0's l2: 2119.17
[16] valid_0's poisson: -89.7109 valid_0's l2: 2107.94
[17] valid_0's poisson: -89.8537 valid_0's l2: 2096.51
[18] valid_0's poisson: -89.9912 valid_0's l2: 2085.46
[19] valid_0's poisson: -90.1272 valid_0's l2: 2074.47
[20] valid_0's poisson: -90.2646 valid_0's l2: 2063.3
[21] valid_0's poisson: -90.3972 valid_0's l2: 2052.48
[22] valid_0's poisson: -90.5313 valid_0's l2: 2041.46
[23] valid_0's poisson: -90.6627 valid_0's l2: 2030.63
[24] valid_0's poisson: -90.7906 valid_0's l2: 2020.04
[25] valid_0's poisson: -90.9169 valid_0's l2: 2009.54
[26] valid_0's poisson: -91.0446 valid_0's l2: 1998.86
[27] valid_0's poisson: -91.168 valid_0's l2: 1988.5
[28] valid_0's poisson: -91.2927 valid_0's l2: 1977.98
[29] valid_0's poisson: -91.4131 valid_0's l2: 1967.79
[30] valid_0's poisson: -91.5351 valid_0's l2: 1957.42
[31] valid_0's poisson: -91.6548 valid_0's l2: 1947.21
[32] valid_0's poisson: -91.7716 valid_0's l2: 1937.21
[33] valid_0's poisson: -91.8868 valid_0's l2: 1927.3
[34] valid_0's poisson: -92.001 valid_0's l2: 1917.45
[35] valid_0's poisson: -92.1167 valid_0's l2: 1907.43
[36] valid_0's poisson: -92.2282 valid_0's l2: 1897.74
[37] valid_0's poisson: -92.3384 valid_0's l2: 1888.12
[38] valid_0's poisson: -92.4475 valid_0's l2: 1878.57
[39] valid_0's poisson: -92.5553 valid_0's l2: 1869.1
[40] valid_0's poisson: -92.665 valid_0's l2: 1859.43
[41] valid_0's poisson: -92.7706 valid_0's l2: 1850.09
[42] valid_0's poisson: -92.8751 valid_0's l2: 1840.82
[43] valid_0's poisson: -92.9783 valid_0's l2: 1831.63
[44] valid_0's poisson: -93.0837 valid_0's l2: 1822.23
[45] valid_0's poisson: -93.1852 valid_0's l2: 1813.14
[46] valid_0's poisson: -93.2855 valid_0's l2: 1804.14
[47] valid_0's poisson: -93.3848 valid_0's l2: 1795.2
[48] valid_0's poisson: -93.4831 valid_0's l2: 1786.32
[49] valid_0's poisson: -93.5836 valid_0's l2: 1777.24
[50] valid_0's poisson: -93.6799 valid_0's l2: 1768.49
[51] valid_0's poisson: -93.7754 valid_0's l2: 1759.81
[52] valid_0's poisson: -93.8698 valid_0's l2: 1751.2
[53] valid_0's poisson: -93.9633 valid_0's l2: 1742.65
[54] valid_0's poisson: -94.0591 valid_0's l2: 1733.89
[55] valid_0's poisson: -94.1508 valid_0's l2: 1725.47
[56] valid_0's poisson: -94.2415 valid_0's l2: 1717.11
[57] valid_0's poisson: -94.3304 valid_0's l2: 1708.9
[58] valid_0's poisson: -94.4227 valid_0's l2: 1700.38
[59] valid_0's poisson: -94.5103 valid_0's l2: 1692.28
[60] valid_0's poisson: -94.5978 valid_0's l2: 1684.16
[61] valid_0's poisson: -94.6834 valid_0's l2: 1676.2
[62] valid_0's poisson: -94.7725 valid_0's l2: 1667.91
[63] valid_0's poisson: -94.8569 valid_0's l2: 1660.05
[64] valid_0's poisson: -94.9404 valid_0's l2: 1652.22
[65] valid_0's poisson: -95.0276 valid_0's l2: 1644.07
[66] valid_0's poisson: -95.1105 valid_0's l2: 1636.28
[67] valid_0's poisson: -95.1915 valid_0's l2: 1628.7
[68] valid_0's poisson: -95.2718 valid_0's l2: 1621.17
[69] valid_0's poisson: -95.3509 valid_0's l2: 1613.72
[70] valid_0's poisson: -95.4345 valid_0's l2: 1605.85
[71] valid_0's poisson: -95.5129 valid_0's l2: 1598.41
[72] valid_0's poisson: -95.5903 valid_0's l2: 1591.1
[73] valid_0's poisson: -95.6669 valid_0's l2: 1583.85
[74] valid_0's poisson: -95.7476 valid_0's l2: 1576.2
[75] valid_0's poisson: -95.8228 valid_0's l2: 1569.07
[76] valid_0's poisson: -95.8977 valid_0's l2: 1561.96
[77] valid_0's poisson: -95.9765 valid_0's l2: 1554.47
[78] valid_0's poisson: -96.0507 valid_0's l2: 1547.38
[79] valid_0's poisson: -96.1233 valid_0's l2: 1540.45
[80] valid_0's poisson: -96.1964 valid_0's l2: 1533.46
[81] valid_0's poisson: -96.2726 valid_0's l2: 1526.17
[82] valid_0's poisson: -96.3447 valid_0's l2: 1519.23
[83] valid_0's poisson: -96.4152 valid_0's l2: 1512.48
[84] valid_0's poisson: -96.4896 valid_0's l2: 1505.35
[85] valid_0's poisson: -96.5595 valid_0's l2: 1498.62
[86] valid_0's poisson: -96.6289 valid_0's l2: 1491.92
[87] valid_0's poisson: -96.6982 valid_0's l2: 1485.22
[88] valid_0's poisson: -96.7655 valid_0's l2: 1478.73
[89] valid_0's poisson: -96.837 valid_0's l2: 1471.84
[90] valid_0's poisson: -96.9044 valid_0's l2: 1465.31
[91] valid_0's poisson: -96.9706 valid_0's l2: 1458.91
[92] valid_0's poisson: -97.0405 valid_0's l2: 1452.17
[93] valid_0's poisson: -97.1066 valid_0's l2: 1445.74
[94] valid_0's poisson: -97.1715 valid_0's l2: 1439.43
[95] valid_0's poisson: -97.2368 valid_0's l2: 1433.08
[96] valid_0's poisson: -97.3017 valid_0's l2: 1426.79
[97] valid_0's poisson: -97.3689 valid_0's l2: 1420.27
[98] valid_0's poisson: -97.4327 valid_0's l2: 1414.08
[99] valid_0's poisson: -97.4968 valid_0's l2: 1407.83
[100] valid_0's poisson: -97.5593 valid_0's l2: 1401.72
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3368 valid_0's l2: 2288.46
[2] valid_0's poisson: -87.5074 valid_0's l2: 2275.98
[3] valid_0's poisson: -87.6755 valid_0's l2: 2263.59
[4] valid_0's poisson: -87.841 valid_0's l2: 2251.29
[5] valid_0's poisson: -88.0041 valid_0's l2: 2239.09
[6] valid_0's poisson: -88.1649 valid_0's l2: 2226.98
[7] valid_0's poisson: -88.3232 valid_0's l2: 2214.97
[8] valid_0's poisson: -88.4794 valid_0's l2: 2203.05
[9] valid_0's poisson: -88.6334 valid_0's l2: 2191.22
[10] valid_0's poisson: -88.7884 valid_0's l2: 2179.23
[11] valid_0's poisson: -88.9413 valid_0's l2: 2167.34
[12] valid_0's poisson: -89.0921 valid_0's l2: 2155.53
[13] valid_0's poisson: -89.2408 valid_0's l2: 2143.83
[14] valid_0's poisson: -89.3876 valid_0's l2: 2132.2
[15] valid_0's poisson: -89.5295 valid_0's l2: 2120.89
[16] valid_0's poisson: -89.6725 valid_0's l2: 2109.44
[17] valid_0's poisson: -89.8136 valid_0's l2: 2098.07
[18] valid_0's poisson: -89.9527 valid_0's l2: 2086.8
[19] valid_0's poisson: -90.0901 valid_0's l2: 2075.62
[20] valid_0's poisson: -90.2259 valid_0's l2: 2064.51
[21] valid_0's poisson: -90.3598 valid_0's l2: 2053.49
[22] valid_0's poisson: -90.492 valid_0's l2: 2042.56
[23] valid_0's poisson: -90.6227 valid_0's l2: 2031.71
[24] valid_0's poisson: -90.7518 valid_0's l2: 2020.94
[25] valid_0's poisson: -90.8793 valid_0's l2: 2010.25
[26] valid_0's poisson: -91.0032 valid_0's l2: 1999.85
[27] valid_0's poisson: -91.1277 valid_0's l2: 1989.32
[28] valid_0's poisson: -91.2508 valid_0's l2: 1978.87
[29] valid_0's poisson: -91.3725 valid_0's l2: 1968.49
[30] valid_0's poisson: -91.4928 valid_0's l2: 1958.2
[31] valid_0's poisson: -91.6114 valid_0's l2: 1948.01
[32] valid_0's poisson: -91.7288 valid_0's l2: 1937.88
[33] valid_0's poisson: -91.8447 valid_0's l2: 1927.84
[34] valid_0's poisson: -91.9591 valid_0's l2: 1917.89
[35] valid_0's poisson: -92.0727 valid_0's l2: 1907.99
[36] valid_0's poisson: -92.1838 valid_0's l2: 1898.29
[37] valid_0's poisson: -92.2946 valid_0's l2: 1888.56
[38] valid_0's poisson: -92.4044 valid_0's l2: 1878.89
[39] valid_0's poisson: -92.5133 valid_0's l2: 1869.3
[40] valid_0's poisson: -92.6207 valid_0's l2: 1859.76
[41] valid_0's poisson: -92.7274 valid_0's l2: 1850.3
[42] valid_0's poisson: -92.8328 valid_0's l2: 1840.93
[43] valid_0's poisson: -92.937 valid_0's l2: 1831.6
[44] valid_0's poisson: -93.0396 valid_0's l2: 1822.44
[45] valid_0's poisson: -93.1417 valid_0's l2: 1813.28
[46] valid_0's poisson: -93.2435 valid_0's l2: 1804.13
[47] valid_0's poisson: -93.3436 valid_0's l2: 1795.08
[48] valid_0's poisson: -93.4419 valid_0's l2: 1786.26
[49] valid_0's poisson: -93.5392 valid_0's l2: 1777.51
[50] valid_0's poisson: -93.6355 valid_0's l2: 1768.82
[51] valid_0's poisson: -93.7326 valid_0's l2: 1759.98
[52] valid_0's poisson: -93.8268 valid_0's l2: 1751.44
[53] valid_0's poisson: -93.9206 valid_0's l2: 1742.93
[54] valid_0's poisson: -94.0131 valid_0's l2: 1734.51
[55] valid_0's poisson: -94.1051 valid_0's l2: 1726.12
[56] valid_0's poisson: -94.1979 valid_0's l2: 1717.57
[57] valid_0's poisson: -94.2879 valid_0's l2: 1709.31
[58] valid_0's poisson: -94.3776 valid_0's l2: 1701.08
[59] valid_0's poisson: -94.4657 valid_0's l2: 1692.97
[60] valid_0's poisson: -94.5535 valid_0's l2: 1684.88
[61] valid_0's poisson: -94.6422 valid_0's l2: 1676.63
[62] valid_0's poisson: -94.7288 valid_0's l2: 1668.6
[63] valid_0's poisson: -94.8145 valid_0's l2: 1660.64
[64] valid_0's poisson: -94.8991 valid_0's l2: 1652.78
[65] valid_0's poisson: -94.9831 valid_0's l2: 1644.94
[66] valid_0's poisson: -95.0682 valid_0's l2: 1636.97
[67] valid_0's poisson: -95.1508 valid_0's l2: 1629.24
[68] valid_0's poisson: -95.2326 valid_0's l2: 1621.56
[69] valid_0's poisson: -95.3132 valid_0's l2: 1613.97
[70] valid_0's poisson: -95.3931 valid_0's l2: 1606.48
[71] valid_0's poisson: -95.4746 valid_0's l2: 1598.77
[72] valid_0's poisson: -95.553 valid_0's l2: 1591.36
[73] valid_0's poisson: -95.6307 valid_0's l2: 1584
[74] valid_0's poisson: -95.7079 valid_0's l2: 1576.7
[75] valid_0's poisson: -95.7865 valid_0's l2: 1569.24
[76] valid_0's poisson: -95.8621 valid_0's l2: 1562.04
[77] valid_0's poisson: -95.9377 valid_0's l2: 1554.85
[78] valid_0's poisson: -96.012 valid_0's l2: 1547.76
[79] valid_0's poisson: -96.0856 valid_0's l2: 1540.72
[80] valid_0's poisson: -96.161 valid_0's l2: 1533.51
[81] valid_0's poisson: -96.2338 valid_0's l2: 1526.58
[82] valid_0's poisson: -96.3056 valid_0's l2: 1519.7
[83] valid_0's poisson: -96.3765 valid_0's l2: 1512.91
[84] valid_0's poisson: -96.4494 valid_0's l2: 1505.89
[85] valid_0's poisson: -96.5201 valid_0's l2: 1499.1
[86] valid_0's poisson: -96.5895 valid_0's l2: 1492.42
[87] valid_0's poisson: -96.6588 valid_0's l2: 1485.78
[88] valid_0's poisson: -96.7295 valid_0's l2: 1478.96
[89] valid_0's poisson: -96.7969 valid_0's l2: 1472.45
[90] valid_0's poisson: -96.8639 valid_0's l2: 1465.99
[91] valid_0's poisson: -96.9304 valid_0's l2: 1459.56
[92] valid_0's poisson: -96.9972 valid_0's l2: 1453.09
[93] valid_0's poisson: -97.0657 valid_0's l2: 1446.46
[94] valid_0's poisson: -97.1306 valid_0's l2: 1440.17
[95] valid_0's poisson: -97.1962 valid_0's l2: 1433.8
[96] valid_0's poisson: -97.2609 valid_0's l2: 1427.54
[97] valid_0's poisson: -97.3271 valid_0's l2: 1421.1
[98] valid_0's poisson: -97.3912 valid_0's l2: 1414.89
[99] valid_0's poisson: -97.4538 valid_0's l2: 1408.77
[100] valid_0's poisson: -97.5165 valid_0's l2: 1402.69
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -93.9298 valid_0's l2: 1761.45
[2] valid_0's poisson: -97.7408 valid_0's l2: 1421.09
[3] valid_0's poisson: -99.9992 valid_0's l2: 1214.33
[4] valid_0's poisson: -101.447 valid_0's l2: 1077.96
[5] valid_0's poisson: -102.75 valid_0's l2: 952.629
[6] valid_0's poisson: -104.013 valid_0's l2: 841.875
[7] valid_0's poisson: -104.663 valid_0's l2: 786.318
[8] valid_0's poisson: -105.294 valid_0's l2: 730.047
[9] valid_0's poisson: -105.732 valid_0's l2: 693.456
[10] valid_0's poisson: -106.093 valid_0's l2: 653.074
[11] valid_0's poisson: -106.465 valid_0's l2: 628.314
[12] valid_0's poisson: -106.554 valid_0's l2: 606.092
[13] valid_0's poisson: -106.593 valid_0's l2: 591.735
[14] valid_0's poisson: -106.517 valid_0's l2: 581.657
[15] valid_0's poisson: -106.035 valid_0's l2: 572.691
[16] valid_0's poisson: -105.637 valid_0's l2: 557.579
[17] valid_0's poisson: -105.422 valid_0's l2: 547.379
[18] valid_0's poisson: -105.431 valid_0's l2: 540.01
[19] valid_0's poisson: -104.993 valid_0's l2: 526.523
[20] valid_0's poisson: -104.845 valid_0's l2: 520.818
[21] valid_0's poisson: -104.982 valid_0's l2: 515.83
[22] valid_0's poisson: -104.824 valid_0's l2: 508.018
[23] valid_0's poisson: -105.083 valid_0's l2: 504.102
[24] valid_0's poisson: -104.406 valid_0's l2: 500.398
[25] valid_0's poisson: -104.464 valid_0's l2: 496.989
[26] valid_0's poisson: -104.35 valid_0's l2: 490.001
[27] valid_0's poisson: -103.753 valid_0's l2: 482.113
[28] valid_0's poisson: -104.001 valid_0's l2: 481.244
[29] valid_0's poisson: -103.963 valid_0's l2: 479.172
[30] valid_0's poisson: -103.399 valid_0's l2: 476.63
[31] valid_0's poisson: -103.141 valid_0's l2: 474.031
[32] valid_0's poisson: -103.196 valid_0's l2: 473.128
[33] valid_0's poisson: -103.022 valid_0's l2: 467.313
[34] valid_0's poisson: -103.032 valid_0's l2: 466.348
[35] valid_0's poisson: -103.447 valid_0's l2: 463.727
[36] valid_0's poisson: -103.543 valid_0's l2: 459.698
[37] valid_0's poisson: -103.399 valid_0's l2: 459.004
[38] valid_0's poisson: -103.279 valid_0's l2: 457.026
[39] valid_0's poisson: -103.366 valid_0's l2: 454.435
[40] valid_0's poisson: -103.469 valid_0's l2: 451.978
[41] valid_0's poisson: -103.549 valid_0's l2: 448.024
[42] valid_0's poisson: -103.577 valid_0's l2: 447.551
[43] valid_0's poisson: -103.603 valid_0's l2: 446.105
[44] valid_0's poisson: -103.443 valid_0's l2: 443.079
[45] valid_0's poisson: -103.513 valid_0's l2: 442.998
[46] valid_0's poisson: -103.39 valid_0's l2: 441.62
[47] valid_0's poisson: -103.333 valid_0's l2: 439.822
[48] valid_0's poisson: -103.186 valid_0's l2: 439.476
[49] valid_0's poisson: -103.251 valid_0's l2: 437.904
[50] valid_0's poisson: -103.067 valid_0's l2: 435.353
[51] valid_0's poisson: -102.985 valid_0's l2: 433.555
[52] valid_0's poisson: -103.17 valid_0's l2: 433.112
[53] valid_0's poisson: -103.17 valid_0's l2: 432.338
[54] valid_0's poisson: -102.89 valid_0's l2: 430.075
[55] valid_0's poisson: -102.863 valid_0's l2: 426.436
[56] valid_0's poisson: -102.859 valid_0's l2: 426.268
[57] valid_0's poisson: -102.941 valid_0's l2: 424.676
[58] valid_0's poisson: -102.803 valid_0's l2: 422.779
[59] valid_0's poisson: -102.607 valid_0's l2: 422.319
[60] valid_0's poisson: -102.645 valid_0's l2: 421.343
[61] valid_0's poisson: -102.858 valid_0's l2: 419.511
[62] valid_0's poisson: -102.782 valid_0's l2: 419.62
[63] valid_0's poisson: -102.634 valid_0's l2: 419.162
[64] valid_0's poisson: -102.637 valid_0's l2: 419.235
[65] valid_0's poisson: -102.546 valid_0's l2: 418.819
[66] valid_0's poisson: -102.57 valid_0's l2: 417.493
[67] valid_0's poisson: -102.667 valid_0's l2: 416.322
[68] valid_0's poisson: -102.801 valid_0's l2: 415.521
[69] valid_0's poisson: -102.992 valid_0's l2: 412.388
[70] valid_0's poisson: -102.999 valid_0's l2: 412.215
[71] valid_0's poisson: -102.828 valid_0's l2: 411.83
[72] valid_0's poisson: -103.281 valid_0's l2: 408.812
[73] valid_0's poisson: -103.265 valid_0's l2: 408.963
[74] valid_0's poisson: -103.145 valid_0's l2: 408.556
[75] valid_0's poisson: -103.281 valid_0's l2: 407.452
[76] valid_0's poisson: -103.177 valid_0's l2: 405.602
[77] valid_0's poisson: -103.169 valid_0's l2: 405.474
[78] valid_0's poisson: -103.369 valid_0's l2: 403.865
[79] valid_0's poisson: -103.234 valid_0's l2: 403.198
[80] valid_0's poisson: -103.351 valid_0's l2: 402.543
[81] valid_0's poisson: -103.897 valid_0's l2: 399.557
[82] valid_0's poisson: -103.634 valid_0's l2: 398.222
[83] valid_0's poisson: -103.8 valid_0's l2: 396.678
[84] valid_0's poisson: -103.802 valid_0's l2: 397.24
[85] valid_0's poisson: -103.722 valid_0's l2: 396.458
[86] valid_0's poisson: -103.812 valid_0's l2: 395.004
[87] valid_0's poisson: -103.825 valid_0's l2: 394.811
[88] valid_0's poisson: -103.916 valid_0's l2: 394.241
[89] valid_0's poisson: -103.999 valid_0's l2: 394.682
[90] valid_0's poisson: -104.028 valid_0's l2: 393.835
[91] valid_0's poisson: -103.801 valid_0's l2: 393.859
[92] valid_0's poisson: -103.881 valid_0's l2: 393.491
[93] valid_0's poisson: -103.88 valid_0's l2: 391.502
[94] valid_0's poisson: -103.757 valid_0's l2: 390.866
[95] valid_0's poisson: -103.743 valid_0's l2: 390.427
[96] valid_0's poisson: -103.616 valid_0's l2: 390.017
[97] valid_0's poisson: -103.746 valid_0's l2: 389.805
[98] valid_0's poisson: -103.663 valid_0's l2: 389.926
[99] valid_0's poisson: -103.452 valid_0's l2: 389.728
[100] valid_0's poisson: -103.473 valid_0's l2: 389.234
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -93.7897 valid_0's l2: 1761.07
[2] valid_0's poisson: -97.789 valid_0's l2: 1411.67
[3] valid_0's poisson: -100.086 valid_0's l2: 1206.46
[4] valid_0's poisson: -102.139 valid_0's l2: 1023.39
[5] valid_0's poisson: -103.476 valid_0's l2: 894.908
[6] valid_0's poisson: -104.467 valid_0's l2: 805.584
[7] valid_0's poisson: -105.181 valid_0's l2: 741.469
[8] valid_0's poisson: -105.832 valid_0's l2: 689.795
[9] valid_0's poisson: -106.209 valid_0's l2: 656.65
[10] valid_0's poisson: -106.405 valid_0's l2: 626.397
[11] valid_0's poisson: -106.481 valid_0's l2: 602.178
[12] valid_0's poisson: -106.462 valid_0's l2: 585.466
[13] valid_0's poisson: -106.301 valid_0's l2: 570.55
[14] valid_0's poisson: -106.15 valid_0's l2: 558.366
[15] valid_0's poisson: -105.998 valid_0's l2: 549.704
[16] valid_0's poisson: -106.173 valid_0's l2: 543.13
[17] valid_0's poisson: -106.031 valid_0's l2: 527.706
[18] valid_0's poisson: -105.653 valid_0's l2: 519.644
[19] valid_0's poisson: -105.722 valid_0's l2: 513.73
[20] valid_0's poisson: -105.553 valid_0's l2: 511.432
[21] valid_0's poisson: -105.506 valid_0's l2: 505.98
[22] valid_0's poisson: -105.162 valid_0's l2: 501.413
[23] valid_0's poisson: -105.304 valid_0's l2: 498.046
[24] valid_0's poisson: -105.179 valid_0's l2: 496.507
[25] valid_0's poisson: -105.199 valid_0's l2: 492.96
[26] valid_0's poisson: -104.5 valid_0's l2: 482.337
[27] valid_0's poisson: -104.495 valid_0's l2: 479.619
[28] valid_0's poisson: -104.605 valid_0's l2: 476.09
[29] valid_0's poisson: -104.458 valid_0's l2: 474.241
[30] valid_0's poisson: -104.377 valid_0's l2: 472.408
[31] valid_0's poisson: -104.096 valid_0's l2: 470.223
[32] valid_0's poisson: -103.999 valid_0's l2: 469.979
[33] valid_0's poisson: -103.718 valid_0's l2: 468.177
[34] valid_0's poisson: -103.567 valid_0's l2: 466.544
[35] valid_0's poisson: -103.682 valid_0's l2: 465.108
[36] valid_0's poisson: -103.173 valid_0's l2: 458.91
[37] valid_0's poisson: -103.136 valid_0's l2: 455.205
[38] valid_0's poisson: -103.284 valid_0's l2: 454.044
[39] valid_0's poisson: -103.288 valid_0's l2: 453.253
[40] valid_0's poisson: -103.301 valid_0's l2: 453.317
[41] valid_0's poisson: -103.255 valid_0's l2: 451.335
[42] valid_0's poisson: -103.135 valid_0's l2: 448.379
[43] valid_0's poisson: -103.08 valid_0's l2: 446.385
[44] valid_0's poisson: -103.361 valid_0's l2: 445.17
[45] valid_0's poisson: -103.358 valid_0's l2: 444.695
[46] valid_0's poisson: -103.29 valid_0's l2: 443.989
[47] valid_0's poisson: -103.388 valid_0's l2: 443.9
[48] valid_0's poisson: -103.288 valid_0's l2: 443.935
[49] valid_0's poisson: -103.235 valid_0's l2: 442.117
[50] valid_0's poisson: -103.253 valid_0's l2: 442.215
[51] valid_0's poisson: -103.319 valid_0's l2: 441.118
[52] valid_0's poisson: -103.266 valid_0's l2: 440.178
[53] valid_0's poisson: -103.348 valid_0's l2: 435.122
[54] valid_0's poisson: -103.185 valid_0's l2: 434.306
[55] valid_0's poisson: -103.319 valid_0's l2: 431.774
[56] valid_0's poisson: -103.216 valid_0's l2: 431.429
[57] valid_0's poisson: -102.937 valid_0's l2: 431.123
[58] valid_0's poisson: -102.909 valid_0's l2: 428.998
[59] valid_0's poisson: -103.016 valid_0's l2: 428.224
[60] valid_0's poisson: -103.006 valid_0's l2: 427.233
[61] valid_0's poisson: -103.099 valid_0's l2: 425.676
[62] valid_0's poisson: -103.077 valid_0's l2: 425.073
[63] valid_0's poisson: -102.925 valid_0's l2: 424.768
[64] valid_0's poisson: -103.023 valid_0's l2: 424.33
[65] valid_0's poisson: -103.1 valid_0's l2: 423.32
[66] valid_0's poisson: -103.071 valid_0's l2: 422.818
[67] valid_0's poisson: -103.045 valid_0's l2: 419.089
[68] valid_0's poisson: -103.047 valid_0's l2: 418.288
[69] valid_0's poisson: -103.137 valid_0's l2: 418.771
[70] valid_0's poisson: -103.022 valid_0's l2: 417.045
[71] valid_0's poisson: -102.869 valid_0's l2: 416.498
[72] valid_0's poisson: -102.876 valid_0's l2: 416.565
[73] valid_0's poisson: -102.713 valid_0's l2: 411.979
[74] valid_0's poisson: -103.019 valid_0's l2: 410.802
[75] valid_0's poisson: -103.041 valid_0's l2: 409.344
[76] valid_0's poisson: -102.842 valid_0's l2: 407.652
[77] valid_0's poisson: -102.597 valid_0's l2: 407.066
[78] valid_0's poisson: -102.57 valid_0's l2: 405.625
[79] valid_0's poisson: -102.782 valid_0's l2: 405.086
[80] valid_0's poisson: -102.802 valid_0's l2: 404.404
[81] valid_0's poisson: -102.762 valid_0's l2: 403.572
[82] valid_0's poisson: -102.76 valid_0's l2: 403.858
[83] valid_0's poisson: -102.721 valid_0's l2: 403.24
[84] valid_0's poisson: -102.624 valid_0's l2: 402.855
[85] valid_0's poisson: -102.65 valid_0's l2: 402.128
[86] valid_0's poisson: -102.66 valid_0's l2: 400.709
[87] valid_0's poisson: -102.727 valid_0's l2: 400.854
[88] valid_0's poisson: -102.648 valid_0's l2: 398.808
[89] valid_0's poisson: -102.646 valid_0's l2: 398.868
[90] valid_0's poisson: -102.562 valid_0's l2: 398.475
[91] valid_0's poisson: -102.63 valid_0's l2: 396.825
[92] valid_0's poisson: -102.615 valid_0's l2: 397.291
[93] valid_0's poisson: -102.571 valid_0's l2: 396.776
[94] valid_0's poisson: -102.598 valid_0's l2: 396.639
[95] valid_0's poisson: -102.652 valid_0's l2: 396.194
[96] valid_0's poisson: -102.586 valid_0's l2: 395.671
[97] valid_0's poisson: -102.413 valid_0's l2: 394.203
[98] valid_0's poisson: -102.496 valid_0's l2: 393.493
[99] valid_0's poisson: -102.321 valid_0's l2: 393.318
[100] valid_0's poisson: -102.081 valid_0's l2: 392.138
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -94.0317 valid_0's l2: 1747.47
[2] valid_0's poisson: -97.7482 valid_0's l2: 1406.1
[3] valid_0's poisson: -99.99 valid_0's l2: 1195.59
[4] valid_0's poisson: -101.974 valid_0's l2: 1018.99
[5] valid_0's poisson: -103.31 valid_0's l2: 910.773
[6] valid_0's poisson: -104.086 valid_0's l2: 838.658
[7] valid_0's poisson: -104.737 valid_0's l2: 777.556
[8] valid_0's poisson: -105.466 valid_0's l2: 715.799
[9] valid_0's poisson: -105.968 valid_0's l2: 669.249
[10] valid_0's poisson: -106.325 valid_0's l2: 636.804
[11] valid_0's poisson: -106.633 valid_0's l2: 614.675
[12] valid_0's poisson: -106.565 valid_0's l2: 589.502
[13] valid_0's poisson: -106.55 valid_0's l2: 580.108
[14] valid_0's poisson: -106.353 valid_0's l2: 562.246
[15] valid_0's poisson: -106.334 valid_0's l2: 547.013
[16] valid_0's poisson: -106.313 valid_0's l2: 535.656
[17] valid_0's poisson: -106.048 valid_0's l2: 529.468
[18] valid_0's poisson: -105.402 valid_0's l2: 524.061
[19] valid_0's poisson: -105.296 valid_0's l2: 520.065
[20] valid_0's poisson: -105.093 valid_0's l2: 509.414
[21] valid_0's poisson: -105.113 valid_0's l2: 506.893
[22] valid_0's poisson: -104.778 valid_0's l2: 502.686
[23] valid_0's poisson: -104.594 valid_0's l2: 500.009
[24] valid_0's poisson: -104.197 valid_0's l2: 495.268
[25] valid_0's poisson: -104.17 valid_0's l2: 491.945
[26] valid_0's poisson: -104.327 valid_0's l2: 490.265
[27] valid_0's poisson: -104.285 valid_0's l2: 488.214
[28] valid_0's poisson: -104.305 valid_0's l2: 485.389
[29] valid_0's poisson: -104.506 valid_0's l2: 483.512
[30] valid_0's poisson: -104.183 valid_0's l2: 481.291
[31] valid_0's poisson: -103.932 valid_0's l2: 480.026
[32] valid_0's poisson: -103.577 valid_0's l2: 471.673
[33] valid_0's poisson: -103.561 valid_0's l2: 470.148
[34] valid_0's poisson: -103.446 valid_0's l2: 469.703
[35] valid_0's poisson: -103.493 valid_0's l2: 468.826
[36] valid_0's poisson: -103.389 valid_0's l2: 466.845
[37] valid_0's poisson: -103.202 valid_0's l2: 466.397
[38] valid_0's poisson: -103.321 valid_0's l2: 465.365
[39] valid_0's poisson: -103.469 valid_0's l2: 464.147
[40] valid_0's poisson: -103.801 valid_0's l2: 462.529
[41] valid_0's poisson: -103.769 valid_0's l2: 457.279
[42] valid_0's poisson: -104.168 valid_0's l2: 453.841
[43] valid_0's poisson: -104.277 valid_0's l2: 451.964
[44] valid_0's poisson: -103.756 valid_0's l2: 449.783
[45] valid_0's poisson: -103.702 valid_0's l2: 449.395
[46] valid_0's poisson: -103.83 valid_0's l2: 449.164
[47] valid_0's poisson: -103.75 valid_0's l2: 448.218
[48] valid_0's poisson: -103.398 valid_0's l2: 447.444
[49] valid_0's poisson: -103.45 valid_0's l2: 446.519
[50] valid_0's poisson: -103.452 valid_0's l2: 446.127
[51] valid_0's poisson: -103.421 valid_0's l2: 443.873
[52] valid_0's poisson: -103.484 valid_0's l2: 443.339
[53] valid_0's poisson: -103.32 valid_0's l2: 442.647
[54] valid_0's poisson: -103.658 valid_0's l2: 439.365
[55] valid_0's poisson: -103.623 valid_0's l2: 434.894
[56] valid_0's poisson: -103.823 valid_0's l2: 433.2
[57] valid_0's poisson: -103.923 valid_0's l2: 432.34
[58] valid_0's poisson: -103.922 valid_0's l2: 432.159
[59] valid_0's poisson: -103.821 valid_0's l2: 430.077
[60] valid_0's poisson: -103.777 valid_0's l2: 429.599
[61] valid_0's poisson: -103.787 valid_0's l2: 428.794
[62] valid_0's poisson: -103.805 valid_0's l2: 428.103
[63] valid_0's poisson: -103.692 valid_0's l2: 427.158
[64] valid_0's poisson: -103.59 valid_0's l2: 426.46
[65] valid_0's poisson: -103.436 valid_0's l2: 423.851
[66] valid_0's poisson: -103.805 valid_0's l2: 421.275
[67] valid_0's poisson: -103.824 valid_0's l2: 420.275
[68] valid_0's poisson: -103.711 valid_0's l2: 419.141
[69] valid_0's poisson: -103.596 valid_0's l2: 415.404
[70] valid_0's poisson: -103.87 valid_0's l2: 414.804
[71] valid_0's poisson: -103.922 valid_0's l2: 414.011
[72] valid_0's poisson: -103.688 valid_0's l2: 413.461
[73] valid_0's poisson: -103.797 valid_0's l2: 412.918
[74] valid_0's poisson: -103.449 valid_0's l2: 412.129
[75] valid_0's poisson: -103.389 valid_0's l2: 411.474
[76] valid_0's poisson: -103.598 valid_0's l2: 409.141
[77] valid_0's poisson: -103.641 valid_0's l2: 408.571
[78] valid_0's poisson: -103.64 valid_0's l2: 408.732
[79] valid_0's poisson: -103.606 valid_0's l2: 408.735
[80] valid_0's poisson: -103.536 valid_0's l2: 408.835
[81] valid_0's poisson: -103.578 valid_0's l2: 408.534
[82] valid_0's poisson: -103.515 valid_0's l2: 408.071
[83] valid_0's poisson: -103.512 valid_0's l2: 407.206
[84] valid_0's poisson: -103.314 valid_0's l2: 406.49
[85] valid_0's poisson: -103.392 valid_0's l2: 405.58
[86] valid_0's poisson: -103.393 valid_0's l2: 403.045
[87] valid_0's poisson: -103.466 valid_0's l2: 400.991
[88] valid_0's poisson: -103.549 valid_0's l2: 398.922
[89] valid_0's poisson: -103.24 valid_0's l2: 398.481
[90] valid_0's poisson: -103.145 valid_0's l2: 398.116
[91] valid_0's poisson: -103.446 valid_0's l2: 396.321
[92] valid_0's poisson: -103.361 valid_0's l2: 396.192
[93] valid_0's poisson: -103.366 valid_0's l2: 395.567
[94] valid_0's poisson: -103.198 valid_0's l2: 394.793
[95] valid_0's poisson: -103.234 valid_0's l2: 394.505
[96] valid_0's poisson: -103.094 valid_0's l2: 394.292
[97] valid_0's poisson: -103.169 valid_0's l2: 393.283
[98] valid_0's poisson: -103.17 valid_0's l2: 392.667
[99] valid_0's poisson: -103.165 valid_0's l2: 391.792
[100] valid_0's poisson: -103.298 valid_0's l2: 391.615
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -94.0063 valid_0's l2: 1752.86
[2] valid_0's poisson: -97.7989 valid_0's l2: 1414.2
[3] valid_0's poisson: -100.26 valid_0's l2: 1196.75
[4] valid_0's poisson: -101.681 valid_0's l2: 1061.71
[5] valid_0's poisson: -103.056 valid_0's l2: 934.51
[6] valid_0's poisson: -104.33 valid_0's l2: 819.577
[7] valid_0's poisson: -104.984 valid_0's l2: 764.86
[8] valid_0's poisson: -105.506 valid_0's l2: 720.04
[9] valid_0's poisson: -105.979 valid_0's l2: 676.93
[10] valid_0's poisson: -106.34 valid_0's l2: 642.8
[11] valid_0's poisson: -106.435 valid_0's l2: 612.422
[12] valid_0's poisson: -106.383 valid_0's l2: 593.104
[13] valid_0's poisson: -105.88 valid_0's l2: 580.238
[14] valid_0's poisson: -105.586 valid_0's l2: 563.38
[15] valid_0's poisson: -105.357 valid_0's l2: 553.295
[16] valid_0's poisson: -105.173 valid_0's l2: 546.588
[17] valid_0's poisson: -105.174 valid_0's l2: 540.284
[18] valid_0's poisson: -104.938 valid_0's l2: 532.675
[19] valid_0's poisson: -104.842 valid_0's l2: 526.588
[20] valid_0's poisson: -104.679 valid_0's l2: 522.434
[21] valid_0's poisson: -104.404 valid_0's l2: 515.044
[22] valid_0's poisson: -104.158 valid_0's l2: 511.688
[23] valid_0's poisson: -104.42 valid_0's l2: 506.685
[24] valid_0's poisson: -104.387 valid_0's l2: 503.571
[25] valid_0's poisson: -104.076 valid_0's l2: 490.804
[26] valid_0's poisson: -104.394 valid_0's l2: 483.899
[27] valid_0's poisson: -104.302 valid_0's l2: 481.543
[28] valid_0's poisson: -104.301 valid_0's l2: 476.705
[29] valid_0's poisson: -103.953 valid_0's l2: 474.552
[30] valid_0's poisson: -104.056 valid_0's l2: 470.737
[31] valid_0's poisson: -103.776 valid_0's l2: 469.493
[32] valid_0's poisson: -103.778 valid_0's l2: 468.669
[33] valid_0's poisson: -104.115 valid_0's l2: 463.726
[34] valid_0's poisson: -103.681 valid_0's l2: 461.996
[35] valid_0's poisson: -103.859 valid_0's l2: 460.128
[36] valid_0's poisson: -103.699 valid_0's l2: 458.16
[37] valid_0's poisson: -103.577 valid_0's l2: 456.807
[38] valid_0's poisson: -103.487 valid_0's l2: 456.463
[39] valid_0's poisson: -103.359 valid_0's l2: 456.641
[40] valid_0's poisson: -103.12 valid_0's l2: 454.794
[41] valid_0's poisson: -103.063 valid_0's l2: 450.358
[42] valid_0's poisson: -103.165 valid_0's l2: 450.148
[43] valid_0's poisson: -103.152 valid_0's l2: 449.328
[44] valid_0's poisson: -102.94 valid_0's l2: 446.462
[45] valid_0's poisson: -103.061 valid_0's l2: 440.605
[46] valid_0's poisson: -102.962 valid_0's l2: 440.033
[47] valid_0's poisson: -102.781 valid_0's l2: 439.843
[48] valid_0's poisson: -102.949 valid_0's l2: 438.492
[49] valid_0's poisson: -103.202 valid_0's l2: 433.937
[50] valid_0's poisson: -103.228 valid_0's l2: 433.676
[51] valid_0's poisson: -103.231 valid_0's l2: 432.706
[52] valid_0's poisson: -103.214 valid_0's l2: 432.976
[53] valid_0's poisson: -103.134 valid_0's l2: 431.554
[54] valid_0's poisson: -103.073 valid_0's l2: 431.102
[55] valid_0's poisson: -102.981 valid_0's l2: 430.873
[56] valid_0's poisson: -102.955 valid_0's l2: 428.888
[57] valid_0's poisson: -103.16 valid_0's l2: 426.216
[58] valid_0's poisson: -103.189 valid_0's l2: 425.987
[59] valid_0's poisson: -103.217 valid_0's l2: 420.971
[60] valid_0's poisson: -103.205 valid_0's l2: 420.805
[61] valid_0's poisson: -103.142 valid_0's l2: 419.539
[62] valid_0's poisson: -103.129 valid_0's l2: 419.19
[63] valid_0's poisson: -103.258 valid_0's l2: 418.61
[64] valid_0's poisson: -103.31 valid_0's l2: 418.158
[65] valid_0's poisson: -103.267 valid_0's l2: 414.722
[66] valid_0's poisson: -103.151 valid_0's l2: 414.553
[67] valid_0's poisson: -103.156 valid_0's l2: 413.613
[68] valid_0's poisson: -103.179 valid_0's l2: 412.797
[69] valid_0's poisson: -103.135 valid_0's l2: 412.105
[70] valid_0's poisson: -103.195 valid_0's l2: 411.841
[71] valid_0's poisson: -103.141 valid_0's l2: 411.713
[72] valid_0's poisson: -103.071 valid_0's l2: 409.77
[73] valid_0's poisson: -103.028 valid_0's l2: 409.241
[74] valid_0's poisson: -103.042 valid_0's l2: 408.975
[75] valid_0's poisson: -103.035 valid_0's l2: 409.09
[76] valid_0's poisson: -103.135 valid_0's l2: 408.719
[77] valid_0's poisson: -103.142 valid_0's l2: 406.833
[78] valid_0's poisson: -103.069 valid_0's l2: 406.642
[79] valid_0's poisson: -103.154 valid_0's l2: 405.414
[80] valid_0's poisson: -102.972 valid_0's l2: 405.106
[81] valid_0's poisson: -102.958 valid_0's l2: 404.181
[82] valid_0's poisson: -102.998 valid_0's l2: 403.512
[83] valid_0's poisson: -103.002 valid_0's l2: 403.935
[84] valid_0's poisson: -103.035 valid_0's l2: 403.687
[85] valid_0's poisson: -103.293 valid_0's l2: 401.066
[86] valid_0's poisson: -103.338 valid_0's l2: 399.288
[87] valid_0's poisson: -103.15 valid_0's l2: 398.337
[88] valid_0's poisson: -103.246 valid_0's l2: 397.611
[89] valid_0's poisson: -103.175 valid_0's l2: 396.343
[90] valid_0's poisson: -102.92 valid_0's l2: 396.133
[91] valid_0's poisson: -103.08 valid_0's l2: 395.281
[92] valid_0's poisson: -103.095 valid_0's l2: 394.773
[93] valid_0's poisson: -103.318 valid_0's l2: 393.59
[94] valid_0's poisson: -103.288 valid_0's l2: 393.225
[95] valid_0's poisson: -103.232 valid_0's l2: 393.239
[96] valid_0's poisson: -103.41 valid_0's l2: 392.828
[97] valid_0's poisson: -103.384 valid_0's l2: 392.289
[98] valid_0's poisson: -103.37 valid_0's l2: 392.156
[99] valid_0's poisson: -103.45 valid_0's l2: 390.764
[100] valid_0's poisson: -103.373 valid_0's l2: 390.781
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -93.968 valid_0's l2: 1753.92
[2] valid_0's poisson: -97.6739 valid_0's l2: 1416.59
[3] valid_0's poisson: -100.126 valid_0's l2: 1199.89
[4] valid_0's poisson: -101.98 valid_0's l2: 1032.85
[5] valid_0's poisson: -103.101 valid_0's l2: 923.538
[6] valid_0's poisson: -104.275 valid_0's l2: 820.242
[7] valid_0's poisson: -105.183 valid_0's l2: 750.233
[8] valid_0's poisson: -105.667 valid_0's l2: 702.902
[9] valid_0's poisson: -106.179 valid_0's l2: 655.914
[10] valid_0's poisson: -106.471 valid_0's l2: 628.354
[11] valid_0's poisson: -106.536 valid_0's l2: 602.253
[12] valid_0's poisson: -106.577 valid_0's l2: 583.02
[13] valid_0's poisson: -106.463 valid_0's l2: 567.772
[14] valid_0's poisson: -106.517 valid_0's l2: 558.855
[15] valid_0's poisson: -106.317 valid_0's l2: 545.525
[16] valid_0's poisson: -106.024 valid_0's l2: 538.692
[17] valid_0's poisson: -106.223 valid_0's l2: 532.844
[18] valid_0's poisson: -105.627 valid_0's l2: 527.123
[19] valid_0's poisson: -105.589 valid_0's l2: 519.604
[20] valid_0's poisson: -105.314 valid_0's l2: 514.09
[21] valid_0's poisson: -105.087 valid_0's l2: 510.773
[22] valid_0's poisson: -105.244 valid_0's l2: 507.265
[23] valid_0's poisson: -105.403 valid_0's l2: 505.787
[24] valid_0's poisson: -105.292 valid_0's l2: 504.168
[25] valid_0's poisson: -104.719 valid_0's l2: 498.698
[26] valid_0's poisson: -104.036 valid_0's l2: 484.245
[27] valid_0's poisson: -104.394 valid_0's l2: 481.966
[28] valid_0's poisson: -104.17 valid_0's l2: 478.889
[29] valid_0's poisson: -104.032 valid_0's l2: 477.614
[30] valid_0's poisson: -103.987 valid_0's l2: 476.8
[31] valid_0's poisson: -103.566 valid_0's l2: 470.053
[32] valid_0's poisson: -103.981 valid_0's l2: 466.222
[33] valid_0's poisson: -103.767 valid_0's l2: 464.881
[34] valid_0's poisson: -103.93 valid_0's l2: 456.293
[35] valid_0's poisson: -103.872 valid_0's l2: 452.168
[36] valid_0's poisson: -103.877 valid_0's l2: 451.386
[37] valid_0's poisson: -103.608 valid_0's l2: 450.482
[38] valid_0's poisson: -103.461 valid_0's l2: 448.859
[39] valid_0's poisson: -103.545 valid_0's l2: 445.689
[40] valid_0's poisson: -103.611 valid_0's l2: 444.239
[41] valid_0's poisson: -103.53 valid_0's l2: 443.426
[42] valid_0's poisson: -103.526 valid_0's l2: 443.593
[43] valid_0's poisson: -103.527 valid_0's l2: 443.031
[44] valid_0's poisson: -103.304 valid_0's l2: 441.868
[45] valid_0's poisson: -103.222 valid_0's l2: 441.062
[46] valid_0's poisson: -103.115 valid_0's l2: 441.248
[47] valid_0's poisson: -103.234 valid_0's l2: 440.758
[48] valid_0's poisson: -102.73 valid_0's l2: 436.133
[49] valid_0's poisson: -102.751 valid_0's l2: 434.649
[50] valid_0's poisson: -102.97 valid_0's l2: 434.583
[51] valid_0's poisson: -102.863 valid_0's l2: 431.982
[52] valid_0's poisson: -102.951 valid_0's l2: 429.587
[53] valid_0's poisson: -103.037 valid_0's l2: 429.147
[54] valid_0's poisson: -102.765 valid_0's l2: 429.028
[55] valid_0's poisson: -102.665 valid_0's l2: 429.073
[56] valid_0's poisson: -102.666 valid_0's l2: 426.6
[57] valid_0's poisson: -102.666 valid_0's l2: 426.736
[58] valid_0's poisson: -102.755 valid_0's l2: 425.825
[59] valid_0's poisson: -102.735 valid_0's l2: 426.094
[60] valid_0's poisson: -102.687 valid_0's l2: 426.013
[61] valid_0's poisson: -102.511 valid_0's l2: 426.214
[62] valid_0's poisson: -102.622 valid_0's l2: 424.027
[63] valid_0's poisson: -102.781 valid_0's l2: 422.729
[64] valid_0's poisson: -102.78 valid_0's l2: 421.023
[65] valid_0's poisson: -102.622 valid_0's l2: 420.89
[66] valid_0's poisson: -102.725 valid_0's l2: 419.482
[67] valid_0's poisson: -102.621 valid_0's l2: 418.946
[68] valid_0's poisson: -102.631 valid_0's l2: 419.254
[69] valid_0's poisson: -102.632 valid_0's l2: 419.297
[70] valid_0's poisson: -102.432 valid_0's l2: 418.528
[71] valid_0's poisson: -102.526 valid_0's l2: 417.934
[72] valid_0's poisson: -102.477 valid_0's l2: 415.219
[73] valid_0's poisson: -102.445 valid_0's l2: 415.99
[74] valid_0's poisson: -102.446 valid_0's l2: 416.016
[75] valid_0's poisson: -102.553 valid_0's l2: 414.947
[76] valid_0's poisson: -102.672 valid_0's l2: 412.685
[77] valid_0's poisson: -102.637 valid_0's l2: 411.491
[78] valid_0's poisson: -102.377 valid_0's l2: 410.964
[79] valid_0's poisson: -102.374 valid_0's l2: 409.733
[80] valid_0's poisson: -102.59 valid_0's l2: 409.506
[81] valid_0's poisson: -102.325 valid_0's l2: 408.995
[82] valid_0's poisson: -102.43 valid_0's l2: 408.034
[83] valid_0's poisson: -102.495 valid_0's l2: 406.404
[84] valid_0's poisson: -102.753 valid_0's l2: 405.495
[85] valid_0's poisson: -102.801 valid_0's l2: 404.692
[86] valid_0's poisson: -102.795 valid_0's l2: 403.553
[87] valid_0's poisson: -102.784 valid_0's l2: 402.908
[88] valid_0's poisson: -102.845 valid_0's l2: 401.285
[89] valid_0's poisson: -102.73 valid_0's l2: 400.951
[90] valid_0's poisson: -102.63 valid_0's l2: 400.933
[91] valid_0's poisson: -102.592 valid_0's l2: 400.278
[92] valid_0's poisson: -102.739 valid_0's l2: 400.097
[93] valid_0's poisson: -102.791 valid_0's l2: 400.382
[94] valid_0's poisson: -102.724 valid_0's l2: 400.047
[95] valid_0's poisson: -102.685 valid_0's l2: 399.994
[96] valid_0's poisson: -102.36 valid_0's l2: 399.74
[97] valid_0's poisson: -102.432 valid_0's l2: 397.563
[98] valid_0's poisson: -102.545 valid_0's l2: 395.773
[99] valid_0's poisson: -102.582 valid_0's l2: 394.672
[100] valid_0's poisson: -102.565 valid_0's l2: 394.509
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -106.944 valid_0's l2: 584.434
[2] valid_0's poisson: -104.371 valid_0's l2: 519.012
[3] valid_0's poisson: -102.865 valid_0's l2: 481.208
[4] valid_0's poisson: -102.463 valid_0's l2: 471.623
[5] valid_0's poisson: -100.866 valid_0's l2: 465.506
[6] valid_0's poisson: -100.401 valid_0's l2: 461.359
[7] valid_0's poisson: -99.2315 valid_0's l2: 425.627
[8] valid_0's poisson: -98.3358 valid_0's l2: 420.126
[9] valid_0's poisson: -98.5798 valid_0's l2: 426.261
[10] valid_0's poisson: -97.8274 valid_0's l2: 422.17
[11] valid_0's poisson: -97.8811 valid_0's l2: 421.917
[12] valid_0's poisson: -97.5617 valid_0's l2: 416.184
[13] valid_0's poisson: -96.717 valid_0's l2: 407.132
[14] valid_0's poisson: -97.0724 valid_0's l2: 410.159
[15] valid_0's poisson: -97.5245 valid_0's l2: 403.101
[16] valid_0's poisson: -96.8789 valid_0's l2: 404.79
[17] valid_0's poisson: -96.9021 valid_0's l2: 402.624
[18] valid_0's poisson: -97.2057 valid_0's l2: 397.295
[19] valid_0's poisson: -97.7324 valid_0's l2: 394.408
[20] valid_0's poisson: -97.1997 valid_0's l2: 394
[21] valid_0's poisson: -97.1778 valid_0's l2: 393.807
[22] valid_0's poisson: -96.1724 valid_0's l2: 392.027
[23] valid_0's poisson: -97.5244 valid_0's l2: 389.728
[24] valid_0's poisson: -96.8558 valid_0's l2: 384.076
[25] valid_0's poisson: -96.6044 valid_0's l2: 383.914
[26] valid_0's poisson: -96.1788 valid_0's l2: 386.788
[27] valid_0's poisson: -95.7649 valid_0's l2: 386.228
[28] valid_0's poisson: -95.7439 valid_0's l2: 385.868
[29] valid_0's poisson: -96.8672 valid_0's l2: 386.763
[30] valid_0's poisson: -96.8919 valid_0's l2: 387.534
[31] valid_0's poisson: -96.6488 valid_0's l2: 385.308
[32] valid_0's poisson: -95.904 valid_0's l2: 386.368
[33] valid_0's poisson: -95.8861 valid_0's l2: 383.466
[34] valid_0's poisson: -95.0833 valid_0's l2: 382.386
[35] valid_0's poisson: -95.2242 valid_0's l2: 383.178
[36] valid_0's poisson: -95.5217 valid_0's l2: 382.43
[37] valid_0's poisson: -95.4597 valid_0's l2: 381.851
[38] valid_0's poisson: -95.0125 valid_0's l2: 380.906
[39] valid_0's poisson: -95.0723 valid_0's l2: 382.72
[40] valid_0's poisson: -94.8742 valid_0's l2: 381.523
[41] valid_0's poisson: -95.0811 valid_0's l2: 378.008
[42] valid_0's poisson: -94.8708 valid_0's l2: 376.731
[43] valid_0's poisson: -94.5734 valid_0's l2: 375.738
[44] valid_0's poisson: -94.8787 valid_0's l2: 375.81
[45] valid_0's poisson: -95.0095 valid_0's l2: 375.365
[46] valid_0's poisson: -94.6399 valid_0's l2: 378.17
[47] valid_0's poisson: -94.6777 valid_0's l2: 378.635
[48] valid_0's poisson: -94.8009 valid_0's l2: 378.916
[49] valid_0's poisson: -95.3583 valid_0's l2: 378.332
[50] valid_0's poisson: -95.4038 valid_0's l2: 380.734
[51] valid_0's poisson: -94.6514 valid_0's l2: 381.76
[52] valid_0's poisson: -94.9005 valid_0's l2: 381.03
[53] valid_0's poisson: -94.6426 valid_0's l2: 382.454
[54] valid_0's poisson: -95.0168 valid_0's l2: 383.214
[55] valid_0's poisson: -95.0165 valid_0's l2: 384.025
[56] valid_0's poisson: -95.3293 valid_0's l2: 384.882
[57] valid_0's poisson: -95.6082 valid_0's l2: 385.933
[58] valid_0's poisson: -95.4551 valid_0's l2: 383.606
[59] valid_0's poisson: -95.4546 valid_0's l2: 383.699
[60] valid_0's poisson: -95.2303 valid_0's l2: 383.903
[61] valid_0's poisson: -95.3343 valid_0's l2: 385.282
[62] valid_0's poisson: -95.5539 valid_0's l2: 384.791
[63] valid_0's poisson: -95.1249 valid_0's l2: 386.316
[64] valid_0's poisson: -95.244 valid_0's l2: 386.64
[65] valid_0's poisson: -95.4368 valid_0's l2: 386.085
[66] valid_0's poisson: -94.9738 valid_0's l2: 385.065
[67] valid_0's poisson: -95.1993 valid_0's l2: 385.256
[68] valid_0's poisson: -95.1582 valid_0's l2: 384.375
[69] valid_0's poisson: -94.9939 valid_0's l2: 384.042
[70] valid_0's poisson: -94.9214 valid_0's l2: 384.491
[71] valid_0's poisson: -95.1414 valid_0's l2: 382.335
[72] valid_0's poisson: -95.5218 valid_0's l2: 383.267
[73] valid_0's poisson: -95.4894 valid_0's l2: 383.018
[74] valid_0's poisson: -95.875 valid_0's l2: 384.151
[75] valid_0's poisson: -96.0637 valid_0's l2: 384.289
[76] valid_0's poisson: -95.7596 valid_0's l2: 383.876
[77] valid_0's poisson: -95.5393 valid_0's l2: 383.297
[78] valid_0's poisson: -95.4137 valid_0's l2: 382.942
[79] valid_0's poisson: -95.0343 valid_0's l2: 383.523
[80] valid_0's poisson: -95.0654 valid_0's l2: 382.98
[81] valid_0's poisson: -94.8154 valid_0's l2: 383.06
[82] valid_0's poisson: -95.1339 valid_0's l2: 383.136
[83] valid_0's poisson: -94.92 valid_0's l2: 381.679
[84] valid_0's poisson: -94.7415 valid_0's l2: 381.376
[85] valid_0's poisson: -95.4068 valid_0's l2: 381.468
[86] valid_0's poisson: -95.3806 valid_0's l2: 382.478
[87] valid_0's poisson: -95.5939 valid_0's l2: 383.042
[88] valid_0's poisson: -95.4429 valid_0's l2: 382.993
[89] valid_0's poisson: -95.255 valid_0's l2: 382.624
[90] valid_0's poisson: -95.4731 valid_0's l2: 384.026
[91] valid_0's poisson: -95.6294 valid_0's l2: 385.115
[92] valid_0's poisson: -95.9951 valid_0's l2: 384.902
[93] valid_0's poisson: -95.886 valid_0's l2: 385.476
[94] valid_0's poisson: -95.9252 valid_0's l2: 388.291
[95] valid_0's poisson: -95.7868 valid_0's l2: 389.161
[96] valid_0's poisson: -95.8364 valid_0's l2: 389.469
[97] valid_0's poisson: -95.6499 valid_0's l2: 390.109
[98] valid_0's poisson: -95.5209 valid_0's l2: 390.978
[99] valid_0's poisson: -95.7386 valid_0's l2: 390.42
[100] valid_0's poisson: -95.4848 valid_0's l2: 390.021
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -106.353 valid_0's l2: 606.546
[2] valid_0's poisson: -105.434 valid_0's l2: 511.813
[3] valid_0's poisson: -105.1 valid_0's l2: 482.859
[4] valid_0's poisson: -103.145 valid_0's l2: 458.081
[5] valid_0's poisson: -103.19 valid_0's l2: 423.113
[6] valid_0's poisson: -102.51 valid_0's l2: 419.93
[7] valid_0's poisson: -102.858 valid_0's l2: 415.168
[8] valid_0's poisson: -102.5 valid_0's l2: 414.324
[9] valid_0's poisson: -101.84 valid_0's l2: 408.453
[10] valid_0's poisson: -101.963 valid_0's l2: 401.553
[11] valid_0's poisson: -101.627 valid_0's l2: 405.336
[12] valid_0's poisson: -101.937 valid_0's l2: 402.632
[13] valid_0's poisson: -101.842 valid_0's l2: 393.097
[14] valid_0's poisson: -101.404 valid_0's l2: 395.405
[15] valid_0's poisson: -100.621 valid_0's l2: 395.002
[16] valid_0's poisson: -100.154 valid_0's l2: 389.913
[17] valid_0's poisson: -100.219 valid_0's l2: 389.473
[18] valid_0's poisson: -100.423 valid_0's l2: 388.76
[19] valid_0's poisson: -100.303 valid_0's l2: 387.11
[20] valid_0's poisson: -100.315 valid_0's l2: 386.589
[21] valid_0's poisson: -100.413 valid_0's l2: 389.484
[22] valid_0's poisson: -100.354 valid_0's l2: 390.326
[23] valid_0's poisson: -100.062 valid_0's l2: 390.45
[24] valid_0's poisson: -99.5643 valid_0's l2: 389.203
[25] valid_0's poisson: -99.477 valid_0's l2: 385.305
[26] valid_0's poisson: -99.4309 valid_0's l2: 383.295
[27] valid_0's poisson: -100.227 valid_0's l2: 381.801
[28] valid_0's poisson: -100.312 valid_0's l2: 384.338
[29] valid_0's poisson: -100.377 valid_0's l2: 383.606
[30] valid_0's poisson: -100.207 valid_0's l2: 386.031
[31] valid_0's poisson: -100.223 valid_0's l2: 385.546
[32] valid_0's poisson: -100.207 valid_0's l2: 386.127
[33] valid_0's poisson: -100.195 valid_0's l2: 383.297
[34] valid_0's poisson: -99.8878 valid_0's l2: 385.01
[35] valid_0's poisson: -99.6005 valid_0's l2: 384.755
[36] valid_0's poisson: -99.5323 valid_0's l2: 383.948
[37] valid_0's poisson: -99.2874 valid_0's l2: 383.775
[38] valid_0's poisson: -99.4513 valid_0's l2: 382.498
[39] valid_0's poisson: -99.373 valid_0's l2: 382.54
[40] valid_0's poisson: -99.3422 valid_0's l2: 383.846
[41] valid_0's poisson: -99.5888 valid_0's l2: 387.88
[42] valid_0's poisson: -99.656 valid_0's l2: 386.255
[43] valid_0's poisson: -99.8137 valid_0's l2: 386.288
[44] valid_0's poisson: -99.6323 valid_0's l2: 388.938
[45] valid_0's poisson: -99.5982 valid_0's l2: 386.302
[46] valid_0's poisson: -99.9369 valid_0's l2: 386.437
[47] valid_0's poisson: -100.163 valid_0's l2: 385.151
[48] valid_0's poisson: -100.329 valid_0's l2: 385.346
[49] valid_0's poisson: -100.085 valid_0's l2: 385.396
[50] valid_0's poisson: -100.102 valid_0's l2: 384.046
[51] valid_0's poisson: -99.775 valid_0's l2: 383.471
[52] valid_0's poisson: -98.8521 valid_0's l2: 382.105
[53] valid_0's poisson: -99.6534 valid_0's l2: 384.082
[54] valid_0's poisson: -99.7151 valid_0's l2: 385.056
[55] valid_0's poisson: -99.8172 valid_0's l2: 384.546
[56] valid_0's poisson: -99.6359 valid_0's l2: 383.814
[57] valid_0's poisson: -100.144 valid_0's l2: 385.685
[58] valid_0's poisson: -99.9492 valid_0's l2: 384.591
[59] valid_0's poisson: -100.171 valid_0's l2: 383.148
[60] valid_0's poisson: -100.019 valid_0's l2: 382.897
[61] valid_0's poisson: -99.5322 valid_0's l2: 381.914
[62] valid_0's poisson: -99.4811 valid_0's l2: 381.84
[63] valid_0's poisson: -99.1764 valid_0's l2: 382.284
[64] valid_0's poisson: -98.8283 valid_0's l2: 383.415
[65] valid_0's poisson: -98.9767 valid_0's l2: 385.683
[66] valid_0's poisson: -98.3096 valid_0's l2: 385.917
[67] valid_0's poisson: -98.5996 valid_0's l2: 384.939
[68] valid_0's poisson: -98.363 valid_0's l2: 384.404
[69] valid_0's poisson: -98.639 valid_0's l2: 382.987
[70] valid_0's poisson: -98.4746 valid_0's l2: 384.115
[71] valid_0's poisson: -98.4417 valid_0's l2: 383.809
[72] valid_0's poisson: -98.6673 valid_0's l2: 383.753
[73] valid_0's poisson: -98.475 valid_0's l2: 383.546
[74] valid_0's poisson: -98.8022 valid_0's l2: 383
[75] valid_0's poisson: -98.5689 valid_0's l2: 382.999
[76] valid_0's poisson: -98.7245 valid_0's l2: 382.863
[77] valid_0's poisson: -98.7016 valid_0's l2: 382.802
[78] valid_0's poisson: -98.7384 valid_0's l2: 382.905
[79] valid_0's poisson: -98.9448 valid_0's l2: 383.377
[80] valid_0's poisson: -98.9478 valid_0's l2: 384.767
[81] valid_0's poisson: -99.0098 valid_0's l2: 385.28
[82] valid_0's poisson: -98.9801 valid_0's l2: 385.448
[83] valid_0's poisson: -98.9719 valid_0's l2: 384.775
[84] valid_0's poisson: -99.0006 valid_0's l2: 384.811
[85] valid_0's poisson: -98.7657 valid_0's l2: 383.873
[86] valid_0's poisson: -98.3345 valid_0's l2: 384.294
[87] valid_0's poisson: -98.2999 valid_0's l2: 383.666
[88] valid_0's poisson: -98.7986 valid_0's l2: 381.874
[89] valid_0's poisson: -98.6512 valid_0's l2: 382.318
[90] valid_0's poisson: -98.6909 valid_0's l2: 382.923
[91] valid_0's poisson: -98.6469 valid_0's l2: 382.844
[92] valid_0's poisson: -98.5978 valid_0's l2: 384.277
[93] valid_0's poisson: -98.4689 valid_0's l2: 384.31
[94] valid_0's poisson: -98.083 valid_0's l2: 384.94
[95] valid_0's poisson: -97.9369 valid_0's l2: 383.273
[96] valid_0's poisson: -98.1006 valid_0's l2: 383.722
[97] valid_0's poisson: -97.3899 valid_0's l2: 384.007
[98] valid_0's poisson: -97.3695 valid_0's l2: 384.083
[99] valid_0's poisson: -97.1463 valid_0's l2: 383.642
[100] valid_0's poisson: -97.4827 valid_0's l2: 383.298
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -107.017 valid_0's l2: 568.801
[2] valid_0's poisson: -104.04 valid_0's l2: 469.735
[3] valid_0's poisson: -103.276 valid_0's l2: 462.367
[4] valid_0's poisson: -101.172 valid_0's l2: 435.525
[5] valid_0's poisson: -99.3972 valid_0's l2: 425.95
[6] valid_0's poisson: -98.9482 valid_0's l2: 413.208
[7] valid_0's poisson: -98.1904 valid_0's l2: 415.793
[8] valid_0's poisson: -98.4642 valid_0's l2: 412.178
[9] valid_0's poisson: -99.119 valid_0's l2: 412.613
[10] valid_0's poisson: -99.2822 valid_0's l2: 410.289
[11] valid_0's poisson: -98.0395 valid_0's l2: 406.245
[12] valid_0's poisson: -98.5824 valid_0's l2: 406.803
[13] valid_0's poisson: -98.2692 valid_0's l2: 405.427
[14] valid_0's poisson: -97.8445 valid_0's l2: 400.157
[15] valid_0's poisson: -97.465 valid_0's l2: 407.421
[16] valid_0's poisson: -97.6699 valid_0's l2: 395.339
[17] valid_0's poisson: -96.9463 valid_0's l2: 389.059
[18] valid_0's poisson: -97.2299 valid_0's l2: 387.662
[19] valid_0's poisson: -96.4165 valid_0's l2: 387.188
[20] valid_0's poisson: -96.4627 valid_0's l2: 387.781
[21] valid_0's poisson: -96.4191 valid_0's l2: 385.193
[22] valid_0's poisson: -96.9348 valid_0's l2: 381.743
[23] valid_0's poisson: -96.774 valid_0's l2: 378.559
[24] valid_0's poisson: -95.8768 valid_0's l2: 376.193
[25] valid_0's poisson: -95.4236 valid_0's l2: 379.973
[26] valid_0's poisson: -94.9381 valid_0's l2: 380.096
[27] valid_0's poisson: -94.608 valid_0's l2: 379.74
[28] valid_0's poisson: -95.248 valid_0's l2: 378.26
[29] valid_0's poisson: -95.3964 valid_0's l2: 376.37
[30] valid_0's poisson: -95.166 valid_0's l2: 376.825
[31] valid_0's poisson: -94.8789 valid_0's l2: 373.061
[32] valid_0's poisson: -95.0419 valid_0's l2: 374.224
[33] valid_0's poisson: -94.9745 valid_0's l2: 373.396
[34] valid_0's poisson: -95.0774 valid_0's l2: 372.892
[35] valid_0's poisson: -95.4005 valid_0's l2: 374.191
[36] valid_0's poisson: -95.2005 valid_0's l2: 373.115
[37] valid_0's poisson: -94.8386 valid_0's l2: 373.56
[38] valid_0's poisson: -94.5259 valid_0's l2: 374.025
[39] valid_0's poisson: -94.6209 valid_0's l2: 373.59
[40] valid_0's poisson: -95.3201 valid_0's l2: 374.205
[41] valid_0's poisson: -95.5226 valid_0's l2: 373.838
[42] valid_0's poisson: -95.5122 valid_0's l2: 375.705
[43] valid_0's poisson: -95.1634 valid_0's l2: 375.46
[44] valid_0's poisson: -95.0825 valid_0's l2: 375.55
[45] valid_0's poisson: -95.5207 valid_0's l2: 374.813
[46] valid_0's poisson: -95.0406 valid_0's l2: 374.245
[47] valid_0's poisson: -95.1929 valid_0's l2: 373.585
[48] valid_0's poisson: -95.2478 valid_0's l2: 371.904
[49] valid_0's poisson: -95.0874 valid_0's l2: 370.372
[50] valid_0's poisson: -95.5525 valid_0's l2: 366.99
[51] valid_0's poisson: -95.5621 valid_0's l2: 364.59
[52] valid_0's poisson: -95.786 valid_0's l2: 359.918
[53] valid_0's poisson: -95.6345 valid_0's l2: 359.319
[54] valid_0's poisson: -95.6066 valid_0's l2: 358.257
[55] valid_0's poisson: -95.5231 valid_0's l2: 358.405
[56] valid_0's poisson: -95.5617 valid_0's l2: 359.979
[57] valid_0's poisson: -95.7252 valid_0's l2: 361.174
[58] valid_0's poisson: -95.8324 valid_0's l2: 363.858
[59] valid_0's poisson: -95.5894 valid_0's l2: 364.865
[60] valid_0's poisson: -95.5507 valid_0's l2: 364.106
[61] valid_0's poisson: -95.6798 valid_0's l2: 364.568
[62] valid_0's poisson: -95.5862 valid_0's l2: 363.194
[63] valid_0's poisson: -96.0812 valid_0's l2: 361.778
[64] valid_0's poisson: -96.1768 valid_0's l2: 360.816
[65] valid_0's poisson: -96.2368 valid_0's l2: 354.75
[66] valid_0's poisson: -96.0882 valid_0's l2: 353.768
[67] valid_0's poisson: -95.8014 valid_0's l2: 353.321
[68] valid_0's poisson: -95.8121 valid_0's l2: 353.379
[69] valid_0's poisson: -96.0223 valid_0's l2: 354.227
[70] valid_0's poisson: -96.0388 valid_0's l2: 352.916
[71] valid_0's poisson: -96.0834 valid_0's l2: 353.028
[72] valid_0's poisson: -96.385 valid_0's l2: 353.973
[73] valid_0's poisson: -96.3983 valid_0's l2: 355.524
[74] valid_0's poisson: -96.2522 valid_0's l2: 355.908
[75] valid_0's poisson: -96.0457 valid_0's l2: 353.822
[76] valid_0's poisson: -96.0586 valid_0's l2: 356.155
[77] valid_0's poisson: -96.5275 valid_0's l2: 356.647
[78] valid_0's poisson: -96.1077 valid_0's l2: 357.279
[79] valid_0's poisson: -95.5528 valid_0's l2: 358.617
[80] valid_0's poisson: -95.8262 valid_0's l2: 358.171
[81] valid_0's poisson: -96.2198 valid_0's l2: 359.803
[82] valid_0's poisson: -95.8767 valid_0's l2: 359.26
[83] valid_0's poisson: -95.7838 valid_0's l2: 357.905
[84] valid_0's poisson: -95.604 valid_0's l2: 359.033
[85] valid_0's poisson: -95.8941 valid_0's l2: 360.638
[86] valid_0's poisson: -95.8639 valid_0's l2: 361.355
[87] valid_0's poisson: -95.9654 valid_0's l2: 361.939
[88] valid_0's poisson: -96.5456 valid_0's l2: 361.4
[89] valid_0's poisson: -96.2774 valid_0's l2: 365.399
[90] valid_0's poisson: -96.505 valid_0's l2: 366.428
[91] valid_0's poisson: -96.6444 valid_0's l2: 365.783
[92] valid_0's poisson: -96.54 valid_0's l2: 366.254
[93] valid_0's poisson: -96.4235 valid_0's l2: 365.176
[94] valid_0's poisson: -96.598 valid_0's l2: 365.492
[95] valid_0's poisson: -96.714 valid_0's l2: 365.205
[96] valid_0's poisson: -96.6922 valid_0's l2: 365.226
[97] valid_0's poisson: -96.8024 valid_0's l2: 365.259
[98] valid_0's poisson: -96.6853 valid_0's l2: 364.284
[99] valid_0's poisson: -96.7613 valid_0's l2: 366.105
[100] valid_0's poisson: -96.4994 valid_0's l2: 365.6
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -106.976 valid_0's l2: 565.566
[2] valid_0's poisson: -106.2 valid_0's l2: 486.571
[3] valid_0's poisson: -102.949 valid_0's l2: 456.698
[4] valid_0's poisson: -102.622 valid_0's l2: 437.291
[5] valid_0's poisson: -102.72 valid_0's l2: 412.431
[6] valid_0's poisson: -101.986 valid_0's l2: 411.26
[7] valid_0's poisson: -101.306 valid_0's l2: 411.445
[8] valid_0's poisson: -100.922 valid_0's l2: 408.394
[9] valid_0's poisson: -100.575 valid_0's l2: 406.626
[10] valid_0's poisson: -100.039 valid_0's l2: 406.35
[11] valid_0's poisson: -100.201 valid_0's l2: 399.164
[12] valid_0's poisson: -99.8806 valid_0's l2: 392.633
[13] valid_0's poisson: -100.412 valid_0's l2: 389.719
[14] valid_0's poisson: -100.271 valid_0's l2: 385.112
[15] valid_0's poisson: -100.47 valid_0's l2: 381.652
[16] valid_0's poisson: -100.171 valid_0's l2: 374.141
[17] valid_0's poisson: -100.234 valid_0's l2: 369.978
[18] valid_0's poisson: -99.8617 valid_0's l2: 370.117
[19] valid_0's poisson: -99.5849 valid_0's l2: 369.618
[20] valid_0's poisson: -99.6512 valid_0's l2: 371.431
[21] valid_0's poisson: -100.367 valid_0's l2: 369.681
[22] valid_0's poisson: -100.52 valid_0's l2: 371.493
[23] valid_0's poisson: -99.6373 valid_0's l2: 372.281
[24] valid_0's poisson: -99.9815 valid_0's l2: 368.531
[25] valid_0's poisson: -99.3712 valid_0's l2: 373.306
[26] valid_0's poisson: -99.3604 valid_0's l2: 372.051
[27] valid_0's poisson: -98.8697 valid_0's l2: 375.709
[28] valid_0's poisson: -98.8431 valid_0's l2: 376.056
[29] valid_0's poisson: -98.6145 valid_0's l2: 372.709
[30] valid_0's poisson: -98.6352 valid_0's l2: 374.245
[31] valid_0's poisson: -99.0175 valid_0's l2: 373.394
[32] valid_0's poisson: -98.7974 valid_0's l2: 372.853
[33] valid_0's poisson: -98.6935 valid_0's l2: 374.636
[34] valid_0's poisson: -98.7403 valid_0's l2: 372.911
[35] valid_0's poisson: -98.7027 valid_0's l2: 371.37
[36] valid_0's poisson: -98.7858 valid_0's l2: 369.596
[37] valid_0's poisson: -98.4957 valid_0's l2: 370.45
[38] valid_0's poisson: -98.2769 valid_0's l2: 372.685
[39] valid_0's poisson: -98.7629 valid_0's l2: 373.14
[40] valid_0's poisson: -98.9146 valid_0's l2: 373.73
[41] valid_0's poisson: -98.5906 valid_0's l2: 370.948
[42] valid_0's poisson: -98.0284 valid_0's l2: 373.289
[43] valid_0's poisson: -98.1217 valid_0's l2: 369.738
[44] valid_0's poisson: -98.1017 valid_0's l2: 371.187
[45] valid_0's poisson: -97.9132 valid_0's l2: 374.776
[46] valid_0's poisson: -98.2249 valid_0's l2: 374.655
[47] valid_0's poisson: -98.2671 valid_0's l2: 374.386
[48] valid_0's poisson: -98.7619 valid_0's l2: 375.548
[49] valid_0's poisson: -98.7744 valid_0's l2: 373.764
[50] valid_0's poisson: -98.7882 valid_0's l2: 374.378
[51] valid_0's poisson: -98.8425 valid_0's l2: 374.128
[52] valid_0's poisson: -98.9338 valid_0's l2: 371.184
[53] valid_0's poisson: -98.2342 valid_0's l2: 374.493
[54] valid_0's poisson: -98.6344 valid_0's l2: 376.285
[55] valid_0's poisson: -98.1878 valid_0's l2: 374.704
[56] valid_0's poisson: -98.0376 valid_0's l2: 375.222
[57] valid_0's poisson: -98.164 valid_0's l2: 379.184
[58] valid_0's poisson: -98.5781 valid_0's l2: 378.493
[59] valid_0's poisson: -98.5423 valid_0's l2: 377.438
[60] valid_0's poisson: -98.1573 valid_0's l2: 376.204
[61] valid_0's poisson: -98.3918 valid_0's l2: 376.392
[62] valid_0's poisson: -98.1979 valid_0's l2: 376.345
[63] valid_0's poisson: -98.5012 valid_0's l2: 377.425
[64] valid_0's poisson: -97.782 valid_0's l2: 380.954
[65] valid_0's poisson: -97.5647 valid_0's l2: 381.209
[66] valid_0's poisson: -97.9811 valid_0's l2: 380.714
[67] valid_0's poisson: -97.6847 valid_0's l2: 381.455
[68] valid_0's poisson: -97.7944 valid_0's l2: 380.419
[69] valid_0's poisson: -97.5728 valid_0's l2: 381.012
[70] valid_0's poisson: -97.4219 valid_0's l2: 380.817
[71] valid_0's poisson: -98.0776 valid_0's l2: 379.643
[72] valid_0's poisson: -98.0923 valid_0's l2: 380.363
[73] valid_0's poisson: -97.9111 valid_0's l2: 379.548
[74] valid_0's poisson: -97.834 valid_0's l2: 379.933
[75] valid_0's poisson: -97.9515 valid_0's l2: 378.551
[76] valid_0's poisson: -98.0384 valid_0's l2: 377.507
[77] valid_0's poisson: -97.2841 valid_0's l2: 377.1
[78] valid_0's poisson: -97.208 valid_0's l2: 378.313
[79] valid_0's poisson: -97.5821 valid_0's l2: 377.597
[80] valid_0's poisson: -97.4955 valid_0's l2: 378.062
[81] valid_0's poisson: -97.2974 valid_0's l2: 378.187
[82] valid_0's poisson: -97.777 valid_0's l2: 377.589
[83] valid_0's poisson: -97.322 valid_0's l2: 377.125
[84] valid_0's poisson: -97.7212 valid_0's l2: 377.417
[85] valid_0's poisson: -97.811 valid_0's l2: 377.583
[86] valid_0's poisson: -97.9339 valid_0's l2: 375.991
[87] valid_0's poisson: -97.8427 valid_0's l2: 378.191
[88] valid_0's poisson: -97.8653 valid_0's l2: 378.536
[89] valid_0's poisson: -97.2834 valid_0's l2: 379.007
[90] valid_0's poisson: -97.9854 valid_0's l2: 376.637
[91] valid_0's poisson: -98.0919 valid_0's l2: 376.532
[92] valid_0's poisson: -97.8193 valid_0's l2: 376.599
[93] valid_0's poisson: -97.8053 valid_0's l2: 377.187
[94] valid_0's poisson: -97.522 valid_0's l2: 375.837
[95] valid_0's poisson: -97.4115 valid_0's l2: 376.864
[96] valid_0's poisson: -97.5451 valid_0's l2: 376.046
[97] valid_0's poisson: -97.4929 valid_0's l2: 375.406
[98] valid_0's poisson: -97.3028 valid_0's l2: 375.323
[99] valid_0's poisson: -97.2561 valid_0's l2: 376.756
[100] valid_0's poisson: -97.1739 valid_0's l2: 377.19
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -107.006 valid_0's l2: 565.837
[2] valid_0's poisson: -104.447 valid_0's l2: 502.581
[3] valid_0's poisson: -101.869 valid_0's l2: 485.943
[4] valid_0's poisson: -100.947 valid_0's l2: 480.927
[5] valid_0's poisson: -101.823 valid_0's l2: 466.777
[6] valid_0's poisson: -100.49 valid_0's l2: 449.341
[7] valid_0's poisson: -100.589 valid_0's l2: 435.985
[8] valid_0's poisson: -100.628 valid_0's l2: 434.385
[9] valid_0's poisson: -100.784 valid_0's l2: 427.971
[10] valid_0's poisson: -100.447 valid_0's l2: 419.685
[11] valid_0's poisson: -100.451 valid_0's l2: 412.623
[12] valid_0's poisson: -100.556 valid_0's l2: 403.929
[13] valid_0's poisson: -99.9629 valid_0's l2: 393.338
[14] valid_0's poisson: -99.3845 valid_0's l2: 393.678
[15] valid_0's poisson: -98.9526 valid_0's l2: 393.14
[16] valid_0's poisson: -98.7707 valid_0's l2: 393.897
[17] valid_0's poisson: -98.477 valid_0's l2: 396.347
[18] valid_0's poisson: -98.4796 valid_0's l2: 389.182
[19] valid_0's poisson: -98.74 valid_0's l2: 389.04
[20] valid_0's poisson: -98.3347 valid_0's l2: 387.51
[21] valid_0's poisson: -98.0589 valid_0's l2: 388.678
[22] valid_0's poisson: -99.0735 valid_0's l2: 386.158
[23] valid_0's poisson: -98.3543 valid_0's l2: 383.463
[24] valid_0's poisson: -98.3777 valid_0's l2: 382.815
[25] valid_0's poisson: -98.6673 valid_0's l2: 379.368
[26] valid_0's poisson: -100.35 valid_0's l2: 374.278
[27] valid_0's poisson: -99.9361 valid_0's l2: 374.433
[28] valid_0's poisson: -99.8674 valid_0's l2: 373.298
[29] valid_0's poisson: -100.348 valid_0's l2: 373.26
[30] valid_0's poisson: -99.1826 valid_0's l2: 370.382
[31] valid_0's poisson: -99.0326 valid_0's l2: 371.862
[32] valid_0's poisson: -99.4273 valid_0's l2: 372.482
[33] valid_0's poisson: -99.6973 valid_0's l2: 371.867
[34] valid_0's poisson: -99.6639 valid_0's l2: 370.815
[35] valid_0's poisson: -100.033 valid_0's l2: 369.617
[36] valid_0's poisson: -99.9503 valid_0's l2: 366.987
[37] valid_0's poisson: -99.7526 valid_0's l2: 368.639
[38] valid_0's poisson: -99.7564 valid_0's l2: 370.531
[39] valid_0's poisson: -99.3256 valid_0's l2: 373.196
[40] valid_0's poisson: -99.2123 valid_0's l2: 374.375
[41] valid_0's poisson: -99.5455 valid_0's l2: 376.704
[42] valid_0's poisson: -99.2096 valid_0's l2: 376.693
[43] valid_0's poisson: -98.697 valid_0's l2: 376.985
[44] valid_0's poisson: -99.0558 valid_0's l2: 376.875
[45] valid_0's poisson: -99.2208 valid_0's l2: 377.394
[46] valid_0's poisson: -99.3499 valid_0's l2: 374.876
[47] valid_0's poisson: -99.3041 valid_0's l2: 375.077
[48] valid_0's poisson: -98.2394 valid_0's l2: 377.073
[49] valid_0's poisson: -98.6972 valid_0's l2: 376.571
[50] valid_0's poisson: -99.5925 valid_0's l2: 374.126
[51] valid_0's poisson: -99.8081 valid_0's l2: 374.273
[52] valid_0's poisson: -98.992 valid_0's l2: 374.054
[53] valid_0's poisson: -99.0452 valid_0's l2: 371.192
[54] valid_0's poisson: -98.6573 valid_0's l2: 372.752
[55] valid_0's poisson: -98.7139 valid_0's l2: 371.672
[56] valid_0's poisson: -98.4584 valid_0's l2: 371.474
[57] valid_0's poisson: -98.3298 valid_0's l2: 371.093
[58] valid_0's poisson: -98.4311 valid_0's l2: 369.669
[59] valid_0's poisson: -98.22 valid_0's l2: 370.49
[60] valid_0's poisson: -98.3973 valid_0's l2: 369.23
[61] valid_0's poisson: -98.184 valid_0's l2: 370.484
[62] valid_0's poisson: -98.677 valid_0's l2: 371.439
[63] valid_0's poisson: -98.5672 valid_0's l2: 369.985
[64] valid_0's poisson: -98.5374 valid_0's l2: 371.258
[65] valid_0's poisson: -98.3731 valid_0's l2: 371.022
[66] valid_0's poisson: -98.6344 valid_0's l2: 372.857
[67] valid_0's poisson: -98.5246 valid_0's l2: 371.808
[68] valid_0's poisson: -98.4414 valid_0's l2: 371.106
[69] valid_0's poisson: -98.4964 valid_0's l2: 371.465
[70] valid_0's poisson: -98.0803 valid_0's l2: 374.039
[71] valid_0's poisson: -98.4646 valid_0's l2: 374.111
[72] valid_0's poisson: -98.2539 valid_0's l2: 373.744
[73] valid_0's poisson: -99.0605 valid_0's l2: 371.855
[74] valid_0's poisson: -98.833 valid_0's l2: 373.026
[75] valid_0's poisson: -98.8609 valid_0's l2: 373.978
[76] valid_0's poisson: -98.6611 valid_0's l2: 373.688
[77] valid_0's poisson: -98.791 valid_0's l2: 373.047
[78] valid_0's poisson: -98.7385 valid_0's l2: 371.476
[79] valid_0's poisson: -99.0087 valid_0's l2: 371.948
[80] valid_0's poisson: -98.6749 valid_0's l2: 374.057
[81] valid_0's poisson: -98.6997 valid_0's l2: 374.155
[82] valid_0's poisson: -98.5525 valid_0's l2: 375.372
[83] valid_0's poisson: -98.3113 valid_0's l2: 374.443
[84] valid_0's poisson: -98.3411 valid_0's l2: 374.153
[85] valid_0's poisson: -98.4829 valid_0's l2: 374.599
[86] valid_0's poisson: -97.7747 valid_0's l2: 376.168
[87] valid_0's poisson: -97.7409 valid_0's l2: 376.142
[88] valid_0's poisson: -97.3953 valid_0's l2: 375.518
[89] valid_0's poisson: -97.5254 valid_0's l2: 376.488
[90] valid_0's poisson: -97.0801 valid_0's l2: 375.719
[91] valid_0's poisson: -97.2695 valid_0's l2: 376.649
[92] valid_0's poisson: -98.1226 valid_0's l2: 376.064
[93] valid_0's poisson: -97.481 valid_0's l2: 376.903
[94] valid_0's poisson: -97.3019 valid_0's l2: 378.522
[95] valid_0's poisson: -96.9947 valid_0's l2: 378.067
[96] valid_0's poisson: -97.0403 valid_0's l2: 378.169
[97] valid_0's poisson: -97.1218 valid_0's l2: 377.711
[98] valid_0's poisson: -95.9159 valid_0's l2: 378.703
[99] valid_0's poisson: -96.1529 valid_0's l2: 378.203
[100] valid_0's poisson: -96.1378 valid_0's l2: 382.063
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.2027 valid_0's l2: 1935.35
[2] valid_0's poisson: -95.5328 valid_0's l2: 1652.7
[3] valid_0's poisson: -97.8788 valid_0's l2: 1462.8
[4] valid_0's poisson: -99.6283 valid_0's l2: 1320.81
[5] valid_0's poisson: -100.779 valid_0's l2: 1216
[6] valid_0's poisson: -101.742 valid_0's l2: 1126.5
[7] valid_0's poisson: -102.462 valid_0's l2: 1057.46
[8] valid_0's poisson: -103.315 valid_0's l2: 983.462
[9] valid_0's poisson: -103.679 valid_0's l2: 940.178
[10] valid_0's poisson: -104.195 valid_0's l2: 896.578
[11] valid_0's poisson: -104.449 valid_0's l2: 863.127
[12] valid_0's poisson: -104.768 valid_0's l2: 834.555
[13] valid_0's poisson: -104.91 valid_0's l2: 812.806
[14] valid_0's poisson: -103.879 valid_0's l2: 790.534
[15] valid_0's poisson: -103.338 valid_0's l2: 773.569
[16] valid_0's poisson: -103.092 valid_0's l2: 757.264
[17] valid_0's poisson: -103.123 valid_0's l2: 742.699
[18] valid_0's poisson: -102.86 valid_0's l2: 732.663
[19] valid_0's poisson: -102.494 valid_0's l2: 720.667
[20] valid_0's poisson: -101.578 valid_0's l2: 712.417
[21] valid_0's poisson: -100.909 valid_0's l2: 703.445
[22] valid_0's poisson: -99.9768 valid_0's l2: 694.547
[23] valid_0's poisson: -100.455 valid_0's l2: 687.69
[24] valid_0's poisson: -100.072 valid_0's l2: 683.166
[25] valid_0's poisson: -100.184 valid_0's l2: 678.041
[26] valid_0's poisson: -99.5792 valid_0's l2: 675.755
[27] valid_0's poisson: -99.6809 valid_0's l2: 674.597
[28] valid_0's poisson: -99.5315 valid_0's l2: 668.893
[29] valid_0's poisson: -99.3626 valid_0's l2: 666.919
[30] valid_0's poisson: -99.3333 valid_0's l2: 657.641
[31] valid_0's poisson: -99.4075 valid_0's l2: 652.658
[32] valid_0's poisson: -98.9181 valid_0's l2: 650.367
[33] valid_0's poisson: -98.2193 valid_0's l2: 649.011
[34] valid_0's poisson: -98.6325 valid_0's l2: 644.279
[35] valid_0's poisson: -98.0816 valid_0's l2: 643.015
[36] valid_0's poisson: -97.517 valid_0's l2: 639.182
[37] valid_0's poisson: -97.488 valid_0's l2: 636.881
[38] valid_0's poisson: -97.3063 valid_0's l2: 635.19
[39] valid_0's poisson: -97.3531 valid_0's l2: 633.362
[40] valid_0's poisson: -97.2416 valid_0's l2: 629.863
[41] valid_0's poisson: -96.9252 valid_0's l2: 626.238
[42] valid_0's poisson: -97.045 valid_0's l2: 622.331
[43] valid_0's poisson: -97.3949 valid_0's l2: 619.501
[44] valid_0's poisson: -97.4388 valid_0's l2: 618.598
[45] valid_0's poisson: -97.0413 valid_0's l2: 616.06
[46] valid_0's poisson: -96.399 valid_0's l2: 614.25
[47] valid_0's poisson: -96.3621 valid_0's l2: 612.011
[48] valid_0's poisson: -96.1878 valid_0's l2: 610.763
[49] valid_0's poisson: -96.2046 valid_0's l2: 611.104
[50] valid_0's poisson: -96.7199 valid_0's l2: 608.748
[51] valid_0's poisson: -96.5973 valid_0's l2: 606.929
[52] valid_0's poisson: -96.4314 valid_0's l2: 605.661
[53] valid_0's poisson: -96.2012 valid_0's l2: 603.955
[54] valid_0's poisson: -96.2734 valid_0's l2: 603.194
[55] valid_0's poisson: -96.5866 valid_0's l2: 601.548
[56] valid_0's poisson: -96.0942 valid_0's l2: 600.189
[57] valid_0's poisson: -95.8163 valid_0's l2: 596.561
[58] valid_0's poisson: -96.2492 valid_0's l2: 595.833
[59] valid_0's poisson: -96.5412 valid_0's l2: 594.748
[60] valid_0's poisson: -96.5995 valid_0's l2: 595.055
[61] valid_0's poisson: -96.4639 valid_0's l2: 593.553
[62] valid_0's poisson: -96.5329 valid_0's l2: 592.134
[63] valid_0's poisson: -96.6599 valid_0's l2: 591.547
[64] valid_0's poisson: -96.0279 valid_0's l2: 589.98
[65] valid_0's poisson: -95.774 valid_0's l2: 588.492
[66] valid_0's poisson: -95.8136 valid_0's l2: 586.66
[67] valid_0's poisson: -97.2599 valid_0's l2: 574.709
[68] valid_0's poisson: -97.2929 valid_0's l2: 573.892
[69] valid_0's poisson: -97.2304 valid_0's l2: 573.212
[70] valid_0's poisson: -96.8215 valid_0's l2: 573.808
[71] valid_0's poisson: -96.8199 valid_0's l2: 573.826
[72] valid_0's poisson: -96.9983 valid_0's l2: 572.949
[73] valid_0's poisson: -96.8709 valid_0's l2: 569.311
[74] valid_0's poisson: -96.9202 valid_0's l2: 568.213
[75] valid_0's poisson: -97.2877 valid_0's l2: 567.749
[76] valid_0's poisson: -97.3076 valid_0's l2: 566.968
[77] valid_0's poisson: -96.9188 valid_0's l2: 565.042
[78] valid_0's poisson: -96.7196 valid_0's l2: 564.858
[79] valid_0's poisson: -97.1116 valid_0's l2: 562.899
[80] valid_0's poisson: -97.0236 valid_0's l2: 562.537
[81] valid_0's poisson: -96.993 valid_0's l2: 562.126
[82] valid_0's poisson: -97.1167 valid_0's l2: 562.169
[83] valid_0's poisson: -97.2953 valid_0's l2: 561.756
[84] valid_0's poisson: -97.2584 valid_0's l2: 560.148
[85] valid_0's poisson: -97.0604 valid_0's l2: 557.383
[86] valid_0's poisson: -97.1957 valid_0's l2: 556.387
[87] valid_0's poisson: -97.2015 valid_0's l2: 556.284
[88] valid_0's poisson: -97.1883 valid_0's l2: 554.859
[89] valid_0's poisson: -97.3717 valid_0's l2: 554.116
[90] valid_0's poisson: -97.0114 valid_0's l2: 553.942
[91] valid_0's poisson: -96.8013 valid_0's l2: 552.978
[92] valid_0's poisson: -96.8735 valid_0's l2: 550.932
[93] valid_0's poisson: -96.5648 valid_0's l2: 550.446
[94] valid_0's poisson: -96.7371 valid_0's l2: 549.672
[95] valid_0's poisson: -97.0597 valid_0's l2: 548.924
[96] valid_0's poisson: -96.569 valid_0's l2: 547.029
[97] valid_0's poisson: -96.4173 valid_0's l2: 546.569
[98] valid_0's poisson: -96.6099 valid_0's l2: 546.421
[99] valid_0's poisson: -96.7242 valid_0's l2: 545.104
[100] valid_0's poisson: -96.8118 valid_0's l2: 544.659
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9983 valid_0's l2: 1918.18
[2] valid_0's poisson: -95.6826 valid_0's l2: 1638.47
[3] valid_0's poisson: -97.9906 valid_0's l2: 1451.5
[4] valid_0's poisson: -99.7218 valid_0's l2: 1311.69
[5] valid_0's poisson: -100.837 valid_0's l2: 1208.55
[6] valid_0's poisson: -101.818 valid_0's l2: 1117.65
[7] valid_0's poisson: -102.537 valid_0's l2: 1049.56
[8] valid_0's poisson: -103.367 valid_0's l2: 976.894
[9] valid_0's poisson: -103.734 valid_0's l2: 933.795
[10] valid_0's poisson: -104.236 valid_0's l2: 896.956
[11] valid_0's poisson: -104.424 valid_0's l2: 866.402
[12] valid_0's poisson: -104.345 valid_0's l2: 837.89
[13] valid_0's poisson: -104.302 valid_0's l2: 811.933
[14] valid_0's poisson: -103.908 valid_0's l2: 791.48
[15] valid_0's poisson: -102.39 valid_0's l2: 771.832
[16] valid_0's poisson: -101.887 valid_0's l2: 759.621
[17] valid_0's poisson: -101.407 valid_0's l2: 741.722
[18] valid_0's poisson: -101.286 valid_0's l2: 729.215
[19] valid_0's poisson: -101.178 valid_0's l2: 720.375
[20] valid_0's poisson: -101.153 valid_0's l2: 713
[21] valid_0's poisson: -101.236 valid_0's l2: 708.553
[22] valid_0's poisson: -101.243 valid_0's l2: 700.405
[23] valid_0's poisson: -100.422 valid_0's l2: 694.516
[24] valid_0's poisson: -100.519 valid_0's l2: 691.828
[25] valid_0's poisson: -99.6826 valid_0's l2: 687.845
[26] valid_0's poisson: -99.0271 valid_0's l2: 681.107
[27] valid_0's poisson: -98.8344 valid_0's l2: 674.996
[28] valid_0's poisson: -98.9635 valid_0's l2: 673.406
[29] valid_0's poisson: -98.9067 valid_0's l2: 666.637
[30] valid_0's poisson: -99.0582 valid_0's l2: 665.168
[31] valid_0's poisson: -98.0793 valid_0's l2: 662.544
[32] valid_0's poisson: -97.7276 valid_0's l2: 658.526
[33] valid_0's poisson: -97.862 valid_0's l2: 656.311
[34] valid_0's poisson: -97.4317 valid_0's l2: 652.071
[35] valid_0's poisson: -97.1363 valid_0's l2: 649.383
[36] valid_0's poisson: -97.0056 valid_0's l2: 645.903
[37] valid_0's poisson: -97.7663 valid_0's l2: 641.177
[38] valid_0's poisson: -97.7846 valid_0's l2: 639.295
[39] valid_0's poisson: -97.6544 valid_0's l2: 637.463
[40] valid_0's poisson: -97.1453 valid_0's l2: 633.63
[41] valid_0's poisson: -97.8381 valid_0's l2: 632.313
[42] valid_0's poisson: -97.0124 valid_0's l2: 630.426
[43] valid_0's poisson: -96.3784 valid_0's l2: 628.72
[44] valid_0's poisson: -96.7458 valid_0's l2: 624.096
[45] valid_0's poisson: -97.1878 valid_0's l2: 622.631
[46] valid_0's poisson: -96.9692 valid_0's l2: 620.493
[47] valid_0's poisson: -96.9338 valid_0's l2: 620.539
[48] valid_0's poisson: -97.0402 valid_0's l2: 618.698
[49] valid_0's poisson: -96.889 valid_0's l2: 615.883
[50] valid_0's poisson: -97.2231 valid_0's l2: 614.205
[51] valid_0's poisson: -97.1031 valid_0's l2: 613.3
[52] valid_0's poisson: -97.0423 valid_0's l2: 612.153
[53] valid_0's poisson: -96.9111 valid_0's l2: 611.769
[54] valid_0's poisson: -96.9748 valid_0's l2: 608.198
[55] valid_0's poisson: -97.1757 valid_0's l2: 606.669
[56] valid_0's poisson: -97.361 valid_0's l2: 604.048
[57] valid_0's poisson: -96.9622 valid_0's l2: 604.52
[58] valid_0's poisson: -96.9375 valid_0's l2: 604.34
[59] valid_0's poisson: -96.6567 valid_0's l2: 603.447
[60] valid_0's poisson: -96.8442 valid_0's l2: 600.867
[61] valid_0's poisson: -96.6097 valid_0's l2: 598.08
[62] valid_0's poisson: -96.6098 valid_0's l2: 598.141
[63] valid_0's poisson: -96.3578 valid_0's l2: 598.058
[64] valid_0's poisson: -96.416 valid_0's l2: 596.86
[65] valid_0's poisson: -96.5421 valid_0's l2: 595.663
[66] valid_0's poisson: -96.4885 valid_0's l2: 594.547
[67] valid_0's poisson: -96.4767 valid_0's l2: 593.261
[68] valid_0's poisson: -95.88 valid_0's l2: 591.525
[69] valid_0's poisson: -95.9276 valid_0's l2: 591.343
[70] valid_0's poisson: -95.9434 valid_0's l2: 589.838
[71] valid_0's poisson: -95.7915 valid_0's l2: 588.577
[72] valid_0's poisson: -95.7829 valid_0's l2: 585.924
[73] valid_0's poisson: -96.005 valid_0's l2: 584.266
[74] valid_0's poisson: -95.7951 valid_0's l2: 584.016
[75] valid_0's poisson: -95.6885 valid_0's l2: 582.647
[76] valid_0's poisson: -95.8132 valid_0's l2: 582.168
[77] valid_0's poisson: -95.7976 valid_0's l2: 581.328
[78] valid_0's poisson: -95.2323 valid_0's l2: 581.047
[79] valid_0's poisson: -95.7184 valid_0's l2: 580.483
[80] valid_0's poisson: -95.8796 valid_0's l2: 579.771
[81] valid_0's poisson: -95.7315 valid_0's l2: 579.343
[82] valid_0's poisson: -95.6986 valid_0's l2: 578.332
[83] valid_0's poisson: -95.6926 valid_0's l2: 578.466
[84] valid_0's poisson: -95.8238 valid_0's l2: 577.646
[85] valid_0's poisson: -95.8002 valid_0's l2: 577.521
[86] valid_0's poisson: -95.8956 valid_0's l2: 576.677
[87] valid_0's poisson: -95.8606 valid_0's l2: 576.898
[88] valid_0's poisson: -95.6539 valid_0's l2: 576.025
[89] valid_0's poisson: -95.9793 valid_0's l2: 571.682
[90] valid_0's poisson: -96.0435 valid_0's l2: 571.026
[91] valid_0's poisson: -95.8596 valid_0's l2: 570.414
[92] valid_0's poisson: -95.6705 valid_0's l2: 570.025
[93] valid_0's poisson: -95.7109 valid_0's l2: 569.165
[94] valid_0's poisson: -95.7999 valid_0's l2: 568.716
[95] valid_0's poisson: -95.9114 valid_0's l2: 568.2
[96] valid_0's poisson: -95.5134 valid_0's l2: 565.824
[97] valid_0's poisson: -95.4884 valid_0's l2: 564.435
[98] valid_0's poisson: -95.2483 valid_0's l2: 564.029
[99] valid_0's poisson: -95.2483 valid_0's l2: 564.069
[100] valid_0's poisson: -95.1736 valid_0's l2: 562.99
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.2582 valid_0's l2: 1928.3
[2] valid_0's poisson: -95.5916 valid_0's l2: 1641.9
[3] valid_0's poisson: -97.9444 valid_0's l2: 1450.19
[4] valid_0's poisson: -99.424 valid_0's l2: 1312.5
[5] valid_0's poisson: -100.653 valid_0's l2: 1201.34
[6] valid_0's poisson: -101.845 valid_0's l2: 1106.38
[7] valid_0's poisson: -102.708 valid_0's l2: 1031.76
[8] valid_0's poisson: -103.314 valid_0's l2: 976.133
[9] valid_0's poisson: -103.834 valid_0's l2: 930.037
[10] valid_0's poisson: -104.304 valid_0's l2: 886.444
[11] valid_0's poisson: -104.55 valid_0's l2: 853.02
[12] valid_0's poisson: -104.504 valid_0's l2: 826.401
[13] valid_0's poisson: -104.39 valid_0's l2: 803.514
[14] valid_0's poisson: -104.256 valid_0's l2: 785.566
[15] valid_0's poisson: -102.806 valid_0's l2: 771.195
[16] valid_0's poisson: -102.428 valid_0's l2: 753.857
[17] valid_0's poisson: -101.935 valid_0's l2: 739.086
[18] valid_0's poisson: -101.677 valid_0's l2: 725.214
[19] valid_0's poisson: -101.895 valid_0's l2: 715.44
[20] valid_0's poisson: -101.598 valid_0's l2: 706.582
[21] valid_0's poisson: -101.178 valid_0's l2: 701.542
[22] valid_0's poisson: -101.116 valid_0's l2: 690.451
[23] valid_0's poisson: -100.572 valid_0's l2: 683.587
[24] valid_0's poisson: -100.606 valid_0's l2: 678.023
[25] valid_0's poisson: -98.9665 valid_0's l2: 674.97
[26] valid_0's poisson: -99.0595 valid_0's l2: 673.059
[27] valid_0's poisson: -98.6136 valid_0's l2: 668.195
[28] valid_0's poisson: -98.5879 valid_0's l2: 666.516
[29] valid_0's poisson: -98.8032 valid_0's l2: 663.868
[30] valid_0's poisson: -98.5943 valid_0's l2: 660.712
[31] valid_0's poisson: -98.7174 valid_0's l2: 659.072
[32] valid_0's poisson: -98.608 valid_0's l2: 657.303
[33] valid_0's poisson: -98.3848 valid_0's l2: 654.967
[34] valid_0's poisson: -98.1087 valid_0's l2: 652.718
[35] valid_0's poisson: -98.0017 valid_0's l2: 650.64
[36] valid_0's poisson: -97.9217 valid_0's l2: 648.311
[37] valid_0's poisson: -96.8786 valid_0's l2: 643.668
[38] valid_0's poisson: -97.2108 valid_0's l2: 642.293
[39] valid_0's poisson: -97.7391 valid_0's l2: 637.33
[40] valid_0's poisson: -97.8728 valid_0's l2: 636.41
[41] valid_0's poisson: -97.4606 valid_0's l2: 634.98
[42] valid_0's poisson: -98.0797 valid_0's l2: 632.692
[43] valid_0's poisson: -96.8482 valid_0's l2: 629.596
[44] valid_0's poisson: -96.078 valid_0's l2: 627.756
[45] valid_0's poisson: -96.6182 valid_0's l2: 627.226
[46] valid_0's poisson: -96.5653 valid_0's l2: 626.377
[47] valid_0's poisson: -96.3177 valid_0's l2: 625.41
[48] valid_0's poisson: -95.7189 valid_0's l2: 623.394
[49] valid_0's poisson: -95.4945 valid_0's l2: 621.99
[50] valid_0's poisson: -95.8862 valid_0's l2: 620.006
[51] valid_0's poisson: -95.9772 valid_0's l2: 619.03
[52] valid_0's poisson: -96.2091 valid_0's l2: 618.554
[53] valid_0's poisson: -95.5917 valid_0's l2: 615.816
[54] valid_0's poisson: -95.4068 valid_0's l2: 614.184
[55] valid_0's poisson: -95.4711 valid_0's l2: 613.909
[56] valid_0's poisson: -95.4479 valid_0's l2: 612.632
[57] valid_0's poisson: -96.1699 valid_0's l2: 611.524
[58] valid_0's poisson: -96.4699 valid_0's l2: 610.324
[59] valid_0's poisson: -96.1401 valid_0's l2: 609.543
[60] valid_0's poisson: -96.0747 valid_0's l2: 608.409
[61] valid_0's poisson: -96.1567 valid_0's l2: 605.619
[62] valid_0's poisson: -96.0609 valid_0's l2: 604.855
[63] valid_0's poisson: -95.95 valid_0's l2: 602.851
[64] valid_0's poisson: -95.7196 valid_0's l2: 603.251
[65] valid_0's poisson: -95.7196 valid_0's l2: 602.406
[66] valid_0's poisson: -95.3042 valid_0's l2: 601.371
[67] valid_0's poisson: -95.245 valid_0's l2: 601.447
[68] valid_0's poisson: -95.1467 valid_0's l2: 601.085
[69] valid_0's poisson: -95.1264 valid_0's l2: 600.963
[70] valid_0's poisson: -94.9238 valid_0's l2: 600.13
[71] valid_0's poisson: -95.0125 valid_0's l2: 599.303
[72] valid_0's poisson: -95.0018 valid_0's l2: 598.564
[73] valid_0's poisson: -95.2475 valid_0's l2: 598.311
[74] valid_0's poisson: -95.2457 valid_0's l2: 597.557
[75] valid_0's poisson: -95.1067 valid_0's l2: 595.882
[76] valid_0's poisson: -95.4769 valid_0's l2: 594.754
[77] valid_0's poisson: -95.3084 valid_0's l2: 592.877
[78] valid_0's poisson: -95.4715 valid_0's l2: 590.523
[79] valid_0's poisson: -95.5346 valid_0's l2: 590.246
[80] valid_0's poisson: -95.4987 valid_0's l2: 590.227
[81] valid_0's poisson: -95.1726 valid_0's l2: 588.839
[82] valid_0's poisson: -95.192 valid_0's l2: 588.372
[83] valid_0's poisson: -94.8012 valid_0's l2: 587.456
[84] valid_0's poisson: -94.8021 valid_0's l2: 586.574
[85] valid_0's poisson: -94.8639 valid_0's l2: 586.567
[86] valid_0's poisson: -95.1923 valid_0's l2: 586.096
[87] valid_0's poisson: -95.0881 valid_0's l2: 585.511
[88] valid_0's poisson: -95.0688 valid_0's l2: 583.808
[89] valid_0's poisson: -95.0279 valid_0's l2: 582.482
[90] valid_0's poisson: -94.9598 valid_0's l2: 581.926
[91] valid_0's poisson: -94.8995 valid_0's l2: 582.128
[92] valid_0's poisson: -96.058 valid_0's l2: 564.787
[93] valid_0's poisson: -96.1875 valid_0's l2: 563.701
[94] valid_0's poisson: -96.1874 valid_0's l2: 563.803
[95] valid_0's poisson: -96.3194 valid_0's l2: 563.155
[96] valid_0's poisson: -96.0527 valid_0's l2: 562.351
[97] valid_0's poisson: -95.9484 valid_0's l2: 561.941
[98] valid_0's poisson: -95.9577 valid_0's l2: 560.481
[99] valid_0's poisson: -96.2016 valid_0's l2: 560.065
[100] valid_0's poisson: -96.1767 valid_0's l2: 559.981
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.2604 valid_0's l2: 1929.69
[2] valid_0's poisson: -95.5647 valid_0's l2: 1648.65
[3] valid_0's poisson: -97.9343 valid_0's l2: 1456.76
[4] valid_0's poisson: -99.6944 valid_0's l2: 1313.35
[5] valid_0's poisson: -100.848 valid_0's l2: 1209.21
[6] valid_0's poisson: -101.82 valid_0's l2: 1119.72
[7] valid_0's poisson: -102.536 valid_0's l2: 1050.72
[8] valid_0's poisson: -103.382 valid_0's l2: 976.506
[9] valid_0's poisson: -103.738 valid_0's l2: 933.114
[10] valid_0's poisson: -104.267 valid_0's l2: 894.817
[11] valid_0's poisson: -104.488 valid_0's l2: 865.024
[12] valid_0's poisson: -104.588 valid_0's l2: 832.181
[13] valid_0's poisson: -104.649 valid_0's l2: 805.938
[14] valid_0's poisson: -104.598 valid_0's l2: 784.721
[15] valid_0's poisson: -104.139 valid_0's l2: 762.104
[16] valid_0's poisson: -103.57 valid_0's l2: 748.765
[17] valid_0's poisson: -102.841 valid_0's l2: 734.939
[18] valid_0's poisson: -101.878 valid_0's l2: 724.296
[19] valid_0's poisson: -101.493 valid_0's l2: 713.64
[20] valid_0's poisson: -102.186 valid_0's l2: 703.227
[21] valid_0's poisson: -102.02 valid_0's l2: 697.418
[22] valid_0's poisson: -101.842 valid_0's l2: 690.8
[23] valid_0's poisson: -101.041 valid_0's l2: 684.039
[24] valid_0's poisson: -101.183 valid_0's l2: 680.485
[25] valid_0's poisson: -100.917 valid_0's l2: 675.922
[26] valid_0's poisson: -100.362 valid_0's l2: 670.968
[27] valid_0's poisson: -99.2781 valid_0's l2: 666.818
[28] valid_0's poisson: -100.232 valid_0's l2: 664.072
[29] valid_0's poisson: -99.2248 valid_0's l2: 661.141
[30] valid_0's poisson: -98.4934 valid_0's l2: 657.587
[31] valid_0's poisson: -98.375 valid_0's l2: 655.08
[32] valid_0's poisson: -97.4316 valid_0's l2: 648.246
[33] valid_0's poisson: -97.3664 valid_0's l2: 646.581
[34] valid_0's poisson: -97.7929 valid_0's l2: 644.809
[35] valid_0's poisson: -98.032 valid_0's l2: 640.747
[36] valid_0's poisson: -97.8476 valid_0's l2: 639.113
[37] valid_0's poisson: -98.7284 valid_0's l2: 630.599
[38] valid_0's poisson: -98.1147 valid_0's l2: 628.048
[39] valid_0's poisson: -97.9978 valid_0's l2: 626.604
[40] valid_0's poisson: -98.4142 valid_0's l2: 625.77
[41] valid_0's poisson: -99.1998 valid_0's l2: 620.763
[42] valid_0's poisson: -98.8215 valid_0's l2: 619.253
[43] valid_0's poisson: -98.2269 valid_0's l2: 616.191
[44] valid_0's poisson: -98.5123 valid_0's l2: 615.058
[45] valid_0's poisson: -98.4443 valid_0's l2: 613.37
[46] valid_0's poisson: -98.0941 valid_0's l2: 611.407
[47] valid_0's poisson: -98.1156 valid_0's l2: 610.679
[48] valid_0's poisson: -98.1144 valid_0's l2: 610.433
[49] valid_0's poisson: -98.2335 valid_0's l2: 608.593
[50] valid_0's poisson: -97.2287 valid_0's l2: 607.677
[51] valid_0's poisson: -96.8929 valid_0's l2: 606.23
[52] valid_0's poisson: -96.8962 valid_0's l2: 603.798
[53] valid_0's poisson: -97.1226 valid_0's l2: 601.337
[54] valid_0's poisson: -96.2831 valid_0's l2: 599.835
[55] valid_0's poisson: -96.1817 valid_0's l2: 598.499
[56] valid_0's poisson: -96.339 valid_0's l2: 597.34
[57] valid_0's poisson: -96.6448 valid_0's l2: 595.321
[58] valid_0's poisson: -96.8148 valid_0's l2: 594.163
[59] valid_0's poisson: -97.094 valid_0's l2: 593.441
[60] valid_0's poisson: -97.0777 valid_0's l2: 594.01
[61] valid_0's poisson: -95.8802 valid_0's l2: 590.958
[62] valid_0's poisson: -96.0018 valid_0's l2: 590.912
[63] valid_0's poisson: -95.6036 valid_0's l2: 590.442
[64] valid_0's poisson: -95.4848 valid_0's l2: 589.361
[65] valid_0's poisson: -95.5845 valid_0's l2: 588.407
[66] valid_0's poisson: -95.5366 valid_0's l2: 588.285
[67] valid_0's poisson: -95.5653 valid_0's l2: 587.749
[68] valid_0's poisson: -95.4824 valid_0's l2: 587.845
[69] valid_0's poisson: -96.0231 valid_0's l2: 587.356
[70] valid_0's poisson: -96.0909 valid_0's l2: 587.07
[71] valid_0's poisson: -96.466 valid_0's l2: 585.75
[72] valid_0's poisson: -96.3578 valid_0's l2: 584.832
[73] valid_0's poisson: -96.4082 valid_0's l2: 585.082
[74] valid_0's poisson: -96.2026 valid_0's l2: 581.495
[75] valid_0's poisson: -96.3045 valid_0's l2: 579.733
[76] valid_0's poisson: -96.3025 valid_0's l2: 576.576
[77] valid_0's poisson: -95.6982 valid_0's l2: 575.256
[78] valid_0's poisson: -95.6111 valid_0's l2: 574.803
[79] valid_0's poisson: -96.0781 valid_0's l2: 574.03
[80] valid_0's poisson: -96.0678 valid_0's l2: 573.445
[81] valid_0's poisson: -96.4555 valid_0's l2: 572.437
[82] valid_0's poisson: -96.0064 valid_0's l2: 571.872
[83] valid_0's poisson: -96.1173 valid_0's l2: 571.89
[84] valid_0's poisson: -95.6458 valid_0's l2: 571.532
[85] valid_0's poisson: -95.4086 valid_0's l2: 570.567
[86] valid_0's poisson: -95.2037 valid_0's l2: 569.292
[87] valid_0's poisson: -95.454 valid_0's l2: 568.703
[88] valid_0's poisson: -95.6944 valid_0's l2: 565.212
[89] valid_0's poisson: -96.1311 valid_0's l2: 564.57
[90] valid_0's poisson: -96.4 valid_0's l2: 563.821
[91] valid_0's poisson: -95.7881 valid_0's l2: 562.999
[92] valid_0's poisson: -95.8328 valid_0's l2: 563.603
[93] valid_0's poisson: -95.8732 valid_0's l2: 560.764
[94] valid_0's poisson: -95.8091 valid_0's l2: 559.99
[95] valid_0's poisson: -95.9196 valid_0's l2: 559.926
[96] valid_0's poisson: -95.8508 valid_0's l2: 559.34
[97] valid_0's poisson: -95.6689 valid_0's l2: 559.828
[98] valid_0's poisson: -95.8058 valid_0's l2: 558.573
[99] valid_0's poisson: -95.733 valid_0's l2: 558.69
[100] valid_0's poisson: -96.0684 valid_0's l2: 558.122
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.2504 valid_0's l2: 1928.37
[2] valid_0's poisson: -95.5494 valid_0's l2: 1647.24
[3] valid_0's poisson: -97.9296 valid_0's l2: 1453.57
[4] valid_0's poisson: -99.4004 valid_0's l2: 1318.27
[5] valid_0's poisson: -100.635 valid_0's l2: 1210.61
[6] valid_0's poisson: -101.628 valid_0's l2: 1126.98
[7] valid_0's poisson: -102.649 valid_0's l2: 1037.33
[8] valid_0's poisson: -103.265 valid_0's l2: 982.377
[9] valid_0's poisson: -103.783 valid_0's l2: 936.854
[10] valid_0's poisson: -104.026 valid_0's l2: 903.004
[11] valid_0's poisson: -104.092 valid_0's l2: 867.823
[12] valid_0's poisson: -104.287 valid_0's l2: 836.404
[13] valid_0's poisson: -103.268 valid_0's l2: 809.284
[14] valid_0's poisson: -103.335 valid_0's l2: 788.124
[15] valid_0's poisson: -104.236 valid_0's l2: 771.183
[16] valid_0's poisson: -103.238 valid_0's l2: 751.271
[17] valid_0's poisson: -103.322 valid_0's l2: 736.29
[18] valid_0's poisson: -102.223 valid_0's l2: 725.942
[19] valid_0's poisson: -101.379 valid_0's l2: 715.055
[20] valid_0's poisson: -101.488 valid_0's l2: 706.977
[21] valid_0's poisson: -101.739 valid_0's l2: 701.093
[22] valid_0's poisson: -101.664 valid_0's l2: 693.962
[23] valid_0's poisson: -101.367 valid_0's l2: 686.872
[24] valid_0's poisson: -101.353 valid_0's l2: 681.297
[25] valid_0's poisson: -100.131 valid_0's l2: 673.477
[26] valid_0's poisson: -99.5014 valid_0's l2: 670.919
[27] valid_0's poisson: -99.4662 valid_0's l2: 666.613
[28] valid_0's poisson: -97.8479 valid_0's l2: 660.562
[29] valid_0's poisson: -97.5393 valid_0's l2: 658.193
[30] valid_0's poisson: -97.492 valid_0's l2: 655.261
[31] valid_0's poisson: -97.2609 valid_0's l2: 649.943
[32] valid_0's poisson: -96.021 valid_0's l2: 647.523
[33] valid_0's poisson: -96.0962 valid_0's l2: 645.679
[34] valid_0's poisson: -95.7658 valid_0's l2: 643.344
[35] valid_0's poisson: -96.0527 valid_0's l2: 637.692
[36] valid_0's poisson: -96.8837 valid_0's l2: 635.591
[37] valid_0's poisson: -95.8733 valid_0's l2: 633.451
[38] valid_0's poisson: -96.1151 valid_0's l2: 631.047
[39] valid_0's poisson: -96.1728 valid_0's l2: 628.784
[40] valid_0's poisson: -96.2358 valid_0's l2: 624.874
[41] valid_0's poisson: -96.1595 valid_0's l2: 623.752
[42] valid_0's poisson: -96.3259 valid_0's l2: 622.673
[43] valid_0's poisson: -96.3907 valid_0's l2: 619.57
[44] valid_0's poisson: -96.9404 valid_0's l2: 617.445
[45] valid_0's poisson: -96.467 valid_0's l2: 616.094
[46] valid_0's poisson: -96.2759 valid_0's l2: 612.925
[47] valid_0's poisson: -96.2792 valid_0's l2: 611.202
[48] valid_0's poisson: -95.9665 valid_0's l2: 610.114
[49] valid_0's poisson: -95.7766 valid_0's l2: 609.13
[50] valid_0's poisson: -95.7674 valid_0's l2: 604.604
[51] valid_0's poisson: -95.9315 valid_0's l2: 603.612
[52] valid_0's poisson: -96.1955 valid_0's l2: 602.937
[53] valid_0's poisson: -96.3033 valid_0's l2: 601.488
[54] valid_0's poisson: -95.8635 valid_0's l2: 600.442
[55] valid_0's poisson: -95.7329 valid_0's l2: 597.485
[56] valid_0's poisson: -95.6697 valid_0's l2: 596.624
[57] valid_0's poisson: -95.666 valid_0's l2: 596.051
[58] valid_0's poisson: -95.804 valid_0's l2: 595.162
[59] valid_0's poisson: -95.6656 valid_0's l2: 594.32
[60] valid_0's poisson: -95.8956 valid_0's l2: 592.219
[61] valid_0's poisson: -95.1238 valid_0's l2: 590.443
[62] valid_0's poisson: -94.9326 valid_0's l2: 588.322
[63] valid_0's poisson: -96.3093 valid_0's l2: 587.124
[64] valid_0's poisson: -96.2952 valid_0's l2: 585.873
[65] valid_0's poisson: -96.635 valid_0's l2: 586.527
[66] valid_0's poisson: -96.6276 valid_0's l2: 586.647
[67] valid_0's poisson: -96.6245 valid_0's l2: 587.091
[68] valid_0's poisson: -96.5707 valid_0's l2: 586.158
[69] valid_0's poisson: -96.0657 valid_0's l2: 585.4
[70] valid_0's poisson: -95.7929 valid_0's l2: 583.252
[71] valid_0's poisson: -95.7415 valid_0's l2: 582.156
[72] valid_0's poisson: -95.6785 valid_0's l2: 581.09
[73] valid_0's poisson: -95.814 valid_0's l2: 579.356
[74] valid_0's poisson: -94.7789 valid_0's l2: 576.074
[75] valid_0's poisson: -95.0152 valid_0's l2: 575.497
[76] valid_0's poisson: -95.5179 valid_0's l2: 573.359
[77] valid_0's poisson: -95.2947 valid_0's l2: 572.862
[78] valid_0's poisson: -95.228 valid_0's l2: 570.944
[79] valid_0's poisson: -96.9415 valid_0's l2: 558.988
[80] valid_0's poisson: -96.9018 valid_0's l2: 558.375
[81] valid_0's poisson: -97.0398 valid_0's l2: 558.318
[82] valid_0's poisson: -96.7231 valid_0's l2: 556.171
[83] valid_0's poisson: -97.1599 valid_0's l2: 555.533
[84] valid_0's poisson: -97.1767 valid_0's l2: 555.535
[85] valid_0's poisson: -96.7259 valid_0's l2: 552.951
[86] valid_0's poisson: -96.7961 valid_0's l2: 552.749
[87] valid_0's poisson: -96.7533 valid_0's l2: 551.944
[88] valid_0's poisson: -96.5997 valid_0's l2: 550.573
[89] valid_0's poisson: -96.612 valid_0's l2: 550.616
[90] valid_0's poisson: -96.6122 valid_0's l2: 550.475
[91] valid_0's poisson: -96.1714 valid_0's l2: 549.049
[92] valid_0's poisson: -95.8217 valid_0's l2: 547.818
[93] valid_0's poisson: -95.9263 valid_0's l2: 546.829
[94] valid_0's poisson: -95.945 valid_0's l2: 545.962
[95] valid_0's poisson: -96.2709 valid_0's l2: 544.485
[96] valid_0's poisson: -96.3601 valid_0's l2: 544.491
[97] valid_0's poisson: -96.3512 valid_0's l2: 544.071
[98] valid_0's poisson: -96.3141 valid_0's l2: 543.653
[99] valid_0's poisson: -96.2722 valid_0's l2: 543.503
[100] valid_0's poisson: -96.1406 valid_0's l2: 543.231
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3569 valid_0's l2: 2287.09
[2] valid_0's poisson: -87.5372 valid_0's l2: 2273.97
[3] valid_0's poisson: -87.7146 valid_0's l2: 2260.95
[4] valid_0's poisson: -87.8893 valid_0's l2: 2248.03
[5] valid_0's poisson: -88.0614 valid_0's l2: 2235.21
[6] valid_0's poisson: -88.2309 valid_0's l2: 2222.49
[7] valid_0's poisson: -88.3979 valid_0's l2: 2209.87
[8] valid_0's poisson: -88.5622 valid_0's l2: 2197.35
[9] valid_0's poisson: -88.7243 valid_0's l2: 2184.93
[10] valid_0's poisson: -88.884 valid_0's l2: 2172.61
[11] valid_0's poisson: -89.0415 valid_0's l2: 2160.38
[12] valid_0's poisson: -89.1982 valid_0's l2: 2148.14
[13] valid_0's poisson: -89.3526 valid_0's l2: 2135.99
[14] valid_0's poisson: -89.505 valid_0's l2: 2123.94
[15] valid_0's poisson: -89.6542 valid_0's l2: 2112.07
[16] valid_0's poisson: -89.8023 valid_0's l2: 2100.21
[17] valid_0's poisson: -89.9486 valid_0's l2: 2088.43
[18] valid_0's poisson: -90.092 valid_0's l2: 2076.83
[19] valid_0's poisson: -90.2345 valid_0's l2: 2065.23
[20] valid_0's poisson: -90.375 valid_0's l2: 2053.72
[21] valid_0's poisson: -90.5132 valid_0's l2: 2042.35
[22] valid_0's poisson: -90.6495 valid_0's l2: 2031.1
[23] valid_0's poisson: -90.7848 valid_0's l2: 2019.86
[24] valid_0's poisson: -90.9179 valid_0's l2: 2008.74
[25] valid_0's poisson: -91.0492 valid_0's l2: 1997.75
[26] valid_0's poisson: -91.1795 valid_0's l2: 1986.77
[27] valid_0's poisson: -91.3083 valid_0's l2: 1975.87
[28] valid_0's poisson: -91.4355 valid_0's l2: 1965.09
[29] valid_0's poisson: -91.5609 valid_0's l2: 1954.38
[30] valid_0's poisson: -91.6848 valid_0's l2: 1943.76
[31] valid_0's poisson: -91.8077 valid_0's l2: 1933.22
[32] valid_0's poisson: -91.9288 valid_0's l2: 1922.75
[33] valid_0's poisson: -92.0486 valid_0's l2: 1912.36
[34] valid_0's poisson: -92.1666 valid_0's l2: 1902.11
[35] valid_0's poisson: -92.2837 valid_0's l2: 1891.88
[36] valid_0's poisson: -92.3994 valid_0's l2: 1881.73
[37] valid_0's poisson: -92.5135 valid_0's l2: 1871.71
[38] valid_0's poisson: -92.6268 valid_0's l2: 1861.71
[39] valid_0's poisson: -92.7387 valid_0's l2: 1851.79
[40] valid_0's poisson: -92.8492 valid_0's l2: 1842
[41] valid_0's poisson: -92.9585 valid_0's l2: 1832.25
[42] valid_0's poisson: -93.0669 valid_0's l2: 1822.54
[43] valid_0's poisson: -93.1739 valid_0's l2: 1812.97
[44] valid_0's poisson: -93.2798 valid_0's l2: 1803.43
[45] valid_0's poisson: -93.3855 valid_0's l2: 1793.9
[46] valid_0's poisson: -93.4896 valid_0's l2: 1784.47
[47] valid_0's poisson: -93.5922 valid_0's l2: 1775.18
[48] valid_0's poisson: -93.6944 valid_0's l2: 1765.94
[49] valid_0's poisson: -93.7957 valid_0's l2: 1756.74
[50] valid_0's poisson: -93.8959 valid_0's l2: 1747.61
[51] valid_0's poisson: -93.9951 valid_0's l2: 1738.56
[52] valid_0's poisson: -94.0932 valid_0's l2: 1729.58
[53] valid_0's poisson: -94.1905 valid_0's l2: 1720.66
[54] valid_0's poisson: -94.2867 valid_0's l2: 1711.76
[55] valid_0's poisson: -94.3821 valid_0's l2: 1702.97
[56] valid_0's poisson: -94.4763 valid_0's l2: 1694.27
[57] valid_0's poisson: -94.57 valid_0's l2: 1685.6
[58] valid_0's poisson: -94.6623 valid_0's l2: 1677.05
[59] valid_0's poisson: -94.7542 valid_0's l2: 1668.51
[60] valid_0's poisson: -94.8447 valid_0's l2: 1660.09
[61] valid_0's poisson: -94.9346 valid_0's l2: 1651.7
[62] valid_0's poisson: -95.0232 valid_0's l2: 1643.41
[63] valid_0's poisson: -95.1115 valid_0's l2: 1635.14
[64] valid_0's poisson: -95.1992 valid_0's l2: 1626.87
[65] valid_0's poisson: -95.2855 valid_0's l2: 1618.76
[66] valid_0's poisson: -95.3744 valid_0's l2: 1610.4
[67] valid_0's poisson: -95.4624 valid_0's l2: 1602.1
[68] valid_0's poisson: -95.5465 valid_0's l2: 1594.14
[69] valid_0's poisson: -95.6329 valid_0's l2: 1585.96
[70] valid_0's poisson: -95.7163 valid_0's l2: 1578.04
[71] valid_0's poisson: -95.8011 valid_0's l2: 1569.98
[72] valid_0's poisson: -95.8843 valid_0's l2: 1562.07
[73] valid_0's poisson: -95.9648 valid_0's l2: 1554.36
[74] valid_0's poisson: -96.0465 valid_0's l2: 1546.56
[75] valid_0's poisson: -96.1274 valid_0's l2: 1538.83
[76] valid_0's poisson: -96.2075 valid_0's l2: 1531.15
[77] valid_0's poisson: -96.2857 valid_0's l2: 1523.62
[78] valid_0's poisson: -96.3644 valid_0's l2: 1516.06
[79] valid_0's poisson: -96.4424 valid_0's l2: 1508.56
[80] valid_0's poisson: -96.5196 valid_0's l2: 1501.11
[81] valid_0's poisson: -96.5964 valid_0's l2: 1493.63
[82] valid_0's poisson: -96.672 valid_0's l2: 1486.31
[83] valid_0's poisson: -96.7468 valid_0's l2: 1479.06
[84] valid_0's poisson: -96.8212 valid_0's l2: 1471.79
[85] valid_0's poisson: -96.8949 valid_0's l2: 1464.58
[86] valid_0's poisson: -96.968 valid_0's l2: 1457.42
[87] valid_0's poisson: -97.0404 valid_0's l2: 1450.32
[88] valid_0's poisson: -97.1127 valid_0's l2: 1443.21
[89] valid_0's poisson: -97.1839 valid_0's l2: 1436.21
[90] valid_0's poisson: -97.254 valid_0's l2: 1429.35
[91] valid_0's poisson: -97.3234 valid_0's l2: 1422.55
[92] valid_0's poisson: -97.3936 valid_0's l2: 1415.62
[93] valid_0's poisson: -97.4619 valid_0's l2: 1408.92
[94] valid_0's poisson: -97.5296 valid_0's l2: 1402.27
[95] valid_0's poisson: -97.5977 valid_0's l2: 1395.52
[96] valid_0's poisson: -97.6653 valid_0's l2: 1388.81
[97] valid_0's poisson: -97.7312 valid_0's l2: 1382.33
[98] valid_0's poisson: -97.7976 valid_0's l2: 1375.73
[99] valid_0's poisson: -97.8623 valid_0's l2: 1369.34
[100] valid_0's poisson: -97.9279 valid_0's l2: 1362.82
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3579 valid_0's l2: 2287.01
[2] valid_0's poisson: -87.5392 valid_0's l2: 2273.8
[3] valid_0's poisson: -87.7167 valid_0's l2: 2260.76
[4] valid_0's poisson: -87.8922 valid_0's l2: 2247.75
[5] valid_0's poisson: -88.0645 valid_0's l2: 2234.88
[6] valid_0's poisson: -88.234 valid_0's l2: 2222.11
[7] valid_0's poisson: -88.4015 valid_0's l2: 2209.4
[8] valid_0's poisson: -88.5655 valid_0's l2: 2196.86
[9] valid_0's poisson: -88.728 valid_0's l2: 2184.34
[10] valid_0's poisson: -88.8872 valid_0's l2: 2171.99
[11] valid_0's poisson: -89.0448 valid_0's l2: 2159.68
[12] valid_0's poisson: -89.1994 valid_0's l2: 2147.52
[13] valid_0's poisson: -89.3531 valid_0's l2: 2135.36
[14] valid_0's poisson: -89.5039 valid_0's l2: 2123.34
[15] valid_0's poisson: -89.6559 valid_0's l2: 2111.18
[16] valid_0's poisson: -89.8046 valid_0's l2: 2099.19
[17] valid_0's poisson: -89.9503 valid_0's l2: 2087.37
[18] valid_0's poisson: -90.095 valid_0's l2: 2075.57
[19] valid_0's poisson: -90.2389 valid_0's l2: 2063.78
[20] valid_0's poisson: -90.3823 valid_0's l2: 2052.07
[21] valid_0's poisson: -90.5198 valid_0's l2: 2040.67
[22] valid_0's poisson: -90.6575 valid_0's l2: 2029.19
[23] valid_0's poisson: -90.7957 valid_0's l2: 2017.73
[24] valid_0's poisson: -90.9303 valid_0's l2: 2006.4
[25] valid_0's poisson: -91.0619 valid_0's l2: 1995.29
[26] valid_0's poisson: -91.1902 valid_0's l2: 1984.43
[27] valid_0's poisson: -91.322 valid_0's l2: 1973.31
[28] valid_0's poisson: -91.449 valid_0's l2: 1962.45
[29] valid_0's poisson: -91.5754 valid_0's l2: 1951.56
[30] valid_0's poisson: -91.7004 valid_0's l2: 1940.73
[31] valid_0's poisson: -91.8261 valid_0's l2: 1929.93
[32] valid_0's poisson: -91.9454 valid_0's l2: 1919.57
[33] valid_0's poisson: -92.0649 valid_0's l2: 1909.12
[34] valid_0's poisson: -92.1867 valid_0's l2: 1898.53
[35] valid_0's poisson: -92.3037 valid_0's l2: 1888.25
[36] valid_0's poisson: -92.4195 valid_0's l2: 1878.05
[37] valid_0's poisson: -92.5326 valid_0's l2: 1868.06
[38] valid_0's poisson: -92.6492 valid_0's l2: 1857.77
[39] valid_0's poisson: -92.7612 valid_0's l2: 1847.76
[40] valid_0's poisson: -92.872 valid_0's l2: 1837.87
[41] valid_0's poisson: -92.9846 valid_0's l2: 1827.83
[42] valid_0's poisson: -93.0927 valid_0's l2: 1818.11
[43] valid_0's poisson: -93.1991 valid_0's l2: 1808.52
[44] valid_0's poisson: -93.3052 valid_0's l2: 1798.91
[45] valid_0's poisson: -93.4134 valid_0's l2: 1789.15
[46] valid_0's poisson: -93.5182 valid_0's l2: 1779.55
[47] valid_0's poisson: -93.6209 valid_0's l2: 1770.17
[48] valid_0's poisson: -93.7255 valid_0's l2: 1760.64
[49] valid_0's poisson: -93.8258 valid_0's l2: 1751.46
[50] valid_0's poisson: -93.9256 valid_0's l2: 1742.27
[51] valid_0's poisson: -94.0248 valid_0's l2: 1733.11
[52] valid_0's poisson: -94.1258 valid_0's l2: 1723.82
[53] valid_0's poisson: -94.223 valid_0's l2: 1714.73
[54] valid_0's poisson: -94.319 valid_0's l2: 1705.77
[55] valid_0's poisson: -94.417 valid_0's l2: 1696.69
[56] valid_0's poisson: -94.5112 valid_0's l2: 1687.88
[57] valid_0's poisson: -94.6045 valid_0's l2: 1679.15
[58] valid_0's poisson: -94.697 valid_0's l2: 1670.4
[59] valid_0's poisson: -94.7915 valid_0's l2: 1661.57
[60] valid_0's poisson: -94.8815 valid_0's l2: 1653.09
[61] valid_0's poisson: -94.9715 valid_0's l2: 1644.51
[62] valid_0's poisson: -95.0633 valid_0's l2: 1635.88
[63] valid_0's poisson: -95.1509 valid_0's l2: 1627.56
[64] valid_0's poisson: -95.2376 valid_0's l2: 1619.36
[65] valid_0's poisson: -95.3269 valid_0's l2: 1610.91
[66] valid_0's poisson: -95.4129 valid_0's l2: 1602.63
[67] valid_0's poisson: -95.4974 valid_0's l2: 1594.55
[68] valid_0's poisson: -95.5811 valid_0's l2: 1586.56
[69] valid_0's poisson: -95.6672 valid_0's l2: 1578.36
[70] valid_0's poisson: -95.75 valid_0's l2: 1570.37
[71] valid_0's poisson: -95.8315 valid_0's l2: 1562.44
[72] valid_0's poisson: -95.9154 valid_0's l2: 1554.41
[73] valid_0's poisson: -95.9953 valid_0's l2: 1546.69
[74] valid_0's poisson: -96.0751 valid_0's l2: 1539.03
[75] valid_0's poisson: -96.1568 valid_0's l2: 1531.17
[76] valid_0's poisson: -96.2346 valid_0's l2: 1523.6
[77] valid_0's poisson: -96.3122 valid_0's l2: 1516.02
[78] valid_0's poisson: -96.3918 valid_0's l2: 1508.33
[79] valid_0's poisson: -96.4674 valid_0's l2: 1501
[80] valid_0's poisson: -96.5424 valid_0's l2: 1493.67
[81] valid_0's poisson: -96.6167 valid_0's l2: 1486.41
[82] valid_0's poisson: -96.6936 valid_0's l2: 1478.94
[83] valid_0's poisson: -96.7676 valid_0's l2: 1471.7
[84] valid_0's poisson: -96.8433 valid_0's l2: 1464.33
[85] valid_0's poisson: -96.916 valid_0's l2: 1457.22
[86] valid_0's poisson: -96.9873 valid_0's l2: 1450.19
[87] valid_0's poisson: -97.0581 valid_0's l2: 1443.25
[88] valid_0's poisson: -97.1314 valid_0's l2: 1436.09
[89] valid_0's poisson: -97.202 valid_0's l2: 1429.15
[90] valid_0's poisson: -97.2712 valid_0's l2: 1422.31
[91] valid_0's poisson: -97.3402 valid_0's l2: 1415.56
[92] valid_0's poisson: -97.4112 valid_0's l2: 1408.61
[93] valid_0's poisson: -97.4785 valid_0's l2: 1401.92
[94] valid_0's poisson: -97.5458 valid_0's l2: 1395.32
[95] valid_0's poisson: -97.6151 valid_0's l2: 1388.51
[96] valid_0's poisson: -97.6811 valid_0's l2: 1381.96
[97] valid_0's poisson: -97.747 valid_0's l2: 1375.47
[98] valid_0's poisson: -97.8117 valid_0's l2: 1369.04
[99] valid_0's poisson: -97.8788 valid_0's l2: 1362.42
[100] valid_0's poisson: -97.9436 valid_0's l2: 1356.02
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3554 valid_0's l2: 2287.16
[2] valid_0's poisson: -87.5383 valid_0's l2: 2273.8
[3] valid_0's poisson: -87.7182 valid_0's l2: 2260.55
[4] valid_0's poisson: -87.8957 valid_0's l2: 2247.38
[5] valid_0's poisson: -88.0715 valid_0's l2: 2234.24
[6] valid_0's poisson: -88.2433 valid_0's l2: 2221.29
[7] valid_0's poisson: -88.4135 valid_0's l2: 2208.37
[8] valid_0's poisson: -88.5801 valid_0's l2: 2195.63
[9] valid_0's poisson: -88.7424 valid_0's l2: 2183.14
[10] valid_0's poisson: -88.9024 valid_0's l2: 2170.76
[11] valid_0's poisson: -89.0601 valid_0's l2: 2158.46
[12] valid_0's poisson: -89.2175 valid_0's l2: 2146.1
[13] valid_0's poisson: -89.3714 valid_0's l2: 2133.95
[14] valid_0's poisson: -89.5232 valid_0's l2: 2121.91
[15] valid_0's poisson: -89.6726 valid_0's l2: 2109.97
[16] valid_0's poisson: -89.8212 valid_0's l2: 2098.03
[17] valid_0's poisson: -89.9675 valid_0's l2: 2086.2
[18] valid_0's poisson: -90.1128 valid_0's l2: 2074.38
[19] valid_0's poisson: -90.2546 valid_0's l2: 2062.8
[20] valid_0's poisson: -90.3955 valid_0's l2: 2051.22
[21] valid_0's poisson: -90.5342 valid_0's l2: 2039.75
[22] valid_0's poisson: -90.6715 valid_0's l2: 2028.36
[23] valid_0's poisson: -90.8078 valid_0's l2: 2016.98
[24] valid_0's poisson: -90.9408 valid_0's l2: 2005.83
[25] valid_0's poisson: -91.0764 valid_0's l2: 1994.44
[26] valid_0's poisson: -91.207 valid_0's l2: 1983.38
[27] valid_0's poisson: -91.3393 valid_0's l2: 1972.16
[28] valid_0's poisson: -91.4676 valid_0's l2: 1961.2
[29] valid_0's poisson: -91.5966 valid_0's l2: 1950.14
[30] valid_0's poisson: -91.7216 valid_0's l2: 1939.36
[31] valid_0's poisson: -91.8476 valid_0's l2: 1928.47
[32] valid_0's poisson: -91.9685 valid_0's l2: 1917.97
[33] valid_0's poisson: -92.0918 valid_0's l2: 1907.23
[34] valid_0's poisson: -92.2116 valid_0's l2: 1896.75
[35] valid_0's poisson: -92.3318 valid_0's l2: 1886.18
[36] valid_0's poisson: -92.4496 valid_0's l2: 1875.78
[37] valid_0's poisson: -92.5668 valid_0's l2: 1865.41
[38] valid_0's poisson: -92.6812 valid_0's l2: 1855.24
[39] valid_0's poisson: -92.7944 valid_0's l2: 1845.15
[40] valid_0's poisson: -92.9082 valid_0's l2: 1834.96
[41] valid_0's poisson: -93.0209 valid_0's l2: 1824.84
[42] valid_0's poisson: -93.1298 valid_0's l2: 1815.05
[43] valid_0's poisson: -93.2398 valid_0's l2: 1805.1
[44] valid_0's poisson: -93.3474 valid_0's l2: 1795.35
[45] valid_0's poisson: -93.455 valid_0's l2: 1785.56
[46] valid_0's poisson: -93.5597 valid_0's l2: 1776.01
[47] valid_0's poisson: -93.6653 valid_0's l2: 1766.34
[48] valid_0's poisson: -93.7674 valid_0's l2: 1756.99
[49] valid_0's poisson: -93.8697 valid_0's l2: 1747.6
[50] valid_0's poisson: -93.9721 valid_0's l2: 1738.14
[51] valid_0's poisson: -94.073 valid_0's l2: 1728.8
[52] valid_0's poisson: -94.1729 valid_0's l2: 1719.52
[53] valid_0's poisson: -94.272 valid_0's l2: 1710.29
[54] valid_0's poisson: -94.3693 valid_0's l2: 1701.23
[55] valid_0's poisson: -94.4657 valid_0's l2: 1692.21
[56] valid_0's poisson: -94.5613 valid_0's l2: 1683.25
[57] valid_0's poisson: -94.6561 valid_0's l2: 1674.35
[58] valid_0's poisson: -94.7487 valid_0's l2: 1665.66
[59] valid_0's poisson: -94.8412 valid_0's l2: 1656.95
[60] valid_0's poisson: -94.9332 valid_0's l2: 1648.24
[61] valid_0's poisson: -95.0244 valid_0's l2: 1639.6
[62] valid_0's poisson: -95.1147 valid_0's l2: 1631.02
[63] valid_0's poisson: -95.203 valid_0's l2: 1622.65
[64] valid_0's poisson: -95.2914 valid_0's l2: 1614.24
[65] valid_0's poisson: -95.3793 valid_0's l2: 1605.82
[66] valid_0's poisson: -95.4663 valid_0's l2: 1597.49
[67] valid_0's poisson: -95.552 valid_0's l2: 1589.27
[68] valid_0's poisson: -95.6376 valid_0's l2: 1581.03
[69] valid_0's poisson: -95.7216 valid_0's l2: 1572.95
[70] valid_0's poisson: -95.8052 valid_0's l2: 1564.9
[71] valid_0's poisson: -95.8878 valid_0's l2: 1556.92
[72] valid_0's poisson: -95.9692 valid_0's l2: 1549.09
[73] valid_0's poisson: -96.0507 valid_0's l2: 1541.18
[74] valid_0's poisson: -96.131 valid_0's l2: 1533.39
[75] valid_0's poisson: -96.2115 valid_0's l2: 1525.58
[76] valid_0's poisson: -96.2907 valid_0's l2: 1517.88
[77] valid_0's poisson: -96.369 valid_0's l2: 1510.26
[78] valid_0's poisson: -96.446 valid_0's l2: 1502.78
[79] valid_0's poisson: -96.5229 valid_0's l2: 1495.28
[80] valid_0's poisson: -96.6 valid_0's l2: 1487.71
[81] valid_0's poisson: -96.676 valid_0's l2: 1480.28
[82] valid_0's poisson: -96.7515 valid_0's l2: 1472.88
[83] valid_0's poisson: -96.8258 valid_0's l2: 1465.6
[84] valid_0's poisson: -96.8996 valid_0's l2: 1458.32
[85] valid_0's poisson: -96.9723 valid_0's l2: 1451.21
[86] valid_0's poisson: -97.0452 valid_0's l2: 1444.01
[87] valid_0's poisson: -97.1175 valid_0's l2: 1436.9
[88] valid_0's poisson: -97.1897 valid_0's l2: 1429.82
[89] valid_0's poisson: -97.261 valid_0's l2: 1422.74
[90] valid_0's poisson: -97.3316 valid_0's l2: 1415.72
[91] valid_0's poisson: -97.4013 valid_0's l2: 1408.83
[92] valid_0's poisson: -97.4696 valid_0's l2: 1402.08
[93] valid_0's poisson: -97.5389 valid_0's l2: 1395.26
[94] valid_0's poisson: -97.6074 valid_0's l2: 1388.44
[95] valid_0's poisson: -97.6756 valid_0's l2: 1381.61
[96] valid_0's poisson: -97.7429 valid_0's l2: 1374.94
[97] valid_0's poisson: -97.8097 valid_0's l2: 1368.26
[98] valid_0's poisson: -97.8761 valid_0's l2: 1361.68
[99] valid_0's poisson: -97.9419 valid_0's l2: 1355.08
[100] valid_0's poisson: -98.006 valid_0's l2: 1348.72
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3632 valid_0's l2: 2286.65
[2] valid_0's poisson: -87.5474 valid_0's l2: 2273.25
[3] valid_0's poisson: -87.7286 valid_0's l2: 2259.96
[4] valid_0's poisson: -87.9069 valid_0's l2: 2246.78
[5] valid_0's poisson: -88.0825 valid_0's l2: 2233.69
[6] valid_0's poisson: -88.2537 valid_0's l2: 2220.85
[7] valid_0's poisson: -88.4246 valid_0's l2: 2207.92
[8] valid_0's poisson: -88.5909 valid_0's l2: 2195.27
[9] valid_0's poisson: -88.7565 valid_0's l2: 2182.57
[10] valid_0's poisson: -88.918 valid_0's l2: 2170.1
[11] valid_0's poisson: -89.0794 valid_0's l2: 2157.55
[12] valid_0's poisson: -89.2366 valid_0's l2: 2145.27
[13] valid_0's poisson: -89.3937 valid_0's l2: 2132.89
[14] valid_0's poisson: -89.5481 valid_0's l2: 2120.65
[15] valid_0's poisson: -89.6988 valid_0's l2: 2108.65
[16] valid_0's poisson: -89.8475 valid_0's l2: 2096.74
[17] valid_0's poisson: -89.9959 valid_0's l2: 2084.78
[18] valid_0's poisson: -90.1426 valid_0's l2: 2072.87
[19] valid_0's poisson: -90.2872 valid_0's l2: 2061.08
[20] valid_0's poisson: -90.4298 valid_0's l2: 2049.38
[21] valid_0's poisson: -90.5692 valid_0's l2: 2037.9
[22] valid_0's poisson: -90.7089 valid_0's l2: 2026.33
[23] valid_0's poisson: -90.8463 valid_0's l2: 2014.88
[24] valid_0's poisson: -90.9825 valid_0's l2: 2003.47
[25] valid_0's poisson: -91.1167 valid_0's l2: 1992.19
[26] valid_0's poisson: -91.2491 valid_0's l2: 1981.01
[27] valid_0's poisson: -91.3787 valid_0's l2: 1970.02
[28] valid_0's poisson: -91.5079 valid_0's l2: 1958.99
[29] valid_0's poisson: -91.6357 valid_0's l2: 1948.04
[30] valid_0's poisson: -91.7621 valid_0's l2: 1937.16
[31] valid_0's poisson: -91.8872 valid_0's l2: 1926.36
[32] valid_0's poisson: -92.0105 valid_0's l2: 1915.66
[33] valid_0's poisson: -92.1312 valid_0's l2: 1905.16
[34] valid_0's poisson: -92.2519 valid_0's l2: 1894.6
[35] valid_0's poisson: -92.3715 valid_0's l2: 1884.08
[36] valid_0's poisson: -92.4895 valid_0's l2: 1873.68
[37] valid_0's poisson: -92.6059 valid_0's l2: 1863.37
[38] valid_0's poisson: -92.7215 valid_0's l2: 1853.11
[39] valid_0's poisson: -92.8349 valid_0's l2: 1843
[40] valid_0's poisson: -92.9479 valid_0's l2: 1832.89
[41] valid_0's poisson: -93.0599 valid_0's l2: 1822.82
[42] valid_0's poisson: -93.1706 valid_0's l2: 1812.83
[43] valid_0's poisson: -93.28 valid_0's l2: 1802.95
[44] valid_0's poisson: -93.3884 valid_0's l2: 1793.11
[45] valid_0's poisson: -93.4956 valid_0's l2: 1783.33
[46] valid_0's poisson: -93.6012 valid_0's l2: 1773.68
[47] valid_0's poisson: -93.7058 valid_0's l2: 1764.08
[48] valid_0's poisson: -93.8097 valid_0's l2: 1754.56
[49] valid_0's poisson: -93.9119 valid_0's l2: 1745.14
[50] valid_0's poisson: -94.0133 valid_0's l2: 1735.74
[51] valid_0's poisson: -94.1135 valid_0's l2: 1726.45
[52] valid_0's poisson: -94.2132 valid_0's l2: 1717.2
[53] valid_0's poisson: -94.3115 valid_0's l2: 1708.03
[54] valid_0's poisson: -94.4084 valid_0's l2: 1698.96
[55] valid_0's poisson: -94.5047 valid_0's l2: 1689.92
[56] valid_0's poisson: -94.6009 valid_0's l2: 1680.93
[57] valid_0's poisson: -94.6949 valid_0's l2: 1672.06
[58] valid_0's poisson: -94.7883 valid_0's l2: 1663.23
[59] valid_0's poisson: -94.8806 valid_0's l2: 1654.51
[60] valid_0's poisson: -94.973 valid_0's l2: 1645.77
[61] valid_0's poisson: -95.0635 valid_0's l2: 1637.16
[62] valid_0's poisson: -95.1533 valid_0's l2: 1628.58
[63] valid_0's poisson: -95.242 valid_0's l2: 1620.08
[64] valid_0's poisson: -95.3287 valid_0's l2: 1611.78
[65] valid_0's poisson: -95.4167 valid_0's l2: 1603.38
[66] valid_0's poisson: -95.5016 valid_0's l2: 1595.24
[67] valid_0's poisson: -95.5859 valid_0's l2: 1587.13
[68] valid_0's poisson: -95.6692 valid_0's l2: 1579.09
[69] valid_0's poisson: -95.7543 valid_0's l2: 1570.92
[70] valid_0's poisson: -95.836 valid_0's l2: 1563.02
[71] valid_0's poisson: -95.917 valid_0's l2: 1555.18
[72] valid_0's poisson: -95.9972 valid_0's l2: 1547.4
[73] valid_0's poisson: -96.0793 valid_0's l2: 1539.46
[74] valid_0's poisson: -96.1581 valid_0's l2: 1531.78
[75] valid_0's poisson: -96.2361 valid_0's l2: 1524.18
[76] valid_0's poisson: -96.3136 valid_0's l2: 1516.62
[77] valid_0's poisson: -96.3901 valid_0's l2: 1509.14
[78] valid_0's poisson: -96.4691 valid_0's l2: 1501.46
[79] valid_0's poisson: -96.545 valid_0's l2: 1494.03
[80] valid_0's poisson: -96.6194 valid_0's l2: 1486.71
[81] valid_0's poisson: -96.6966 valid_0's l2: 1479.19
[82] valid_0's poisson: -96.7711 valid_0's l2: 1471.85
[83] valid_0's poisson: -96.8452 valid_0's l2: 1464.55
[84] valid_0's poisson: -96.9205 valid_0's l2: 1457.19
[85] valid_0's poisson: -96.9923 valid_0's l2: 1450.11
[86] valid_0's poisson: -97.0644 valid_0's l2: 1442.98
[87] valid_0's poisson: -97.1379 valid_0's l2: 1435.77
[88] valid_0's poisson: -97.2087 valid_0's l2: 1428.75
[89] valid_0's poisson: -97.279 valid_0's l2: 1421.78
[90] valid_0's poisson: -97.3507 valid_0's l2: 1414.72
[91] valid_0's poisson: -97.4187 valid_0's l2: 1408.04
[92] valid_0's poisson: -97.4874 valid_0's l2: 1401.18
[93] valid_0's poisson: -97.5573 valid_0's l2: 1394.28
[94] valid_0's poisson: -97.6242 valid_0's l2: 1387.69
[95] valid_0's poisson: -97.6911 valid_0's l2: 1381
[96] valid_0's poisson: -97.7588 valid_0's l2: 1374.3
[97] valid_0's poisson: -97.8239 valid_0's l2: 1367.87
[98] valid_0's poisson: -97.8897 valid_0's l2: 1361.28
[99] valid_0's poisson: -97.9542 valid_0's l2: 1354.79
[100] valid_0's poisson: -98.0205 valid_0's l2: 1348.22
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.348 valid_0's l2: 2287.65
[2] valid_0's poisson: -87.5295 valid_0's l2: 2274.35
[3] valid_0's poisson: -87.708 valid_0's l2: 2261.17
[4] valid_0's poisson: -87.8839 valid_0's l2: 2248.08
[5] valid_0's poisson: -88.057 valid_0's l2: 2235.1
[6] valid_0's poisson: -88.2275 valid_0's l2: 2222.22
[7] valid_0's poisson: -88.3954 valid_0's l2: 2209.44
[8] valid_0's poisson: -88.5608 valid_0's l2: 2196.76
[9] valid_0's poisson: -88.724 valid_0's l2: 2184.17
[10] valid_0's poisson: -88.8846 valid_0's l2: 2171.69
[11] valid_0's poisson: -89.043 valid_0's l2: 2159.29
[12] valid_0's poisson: -89.1991 valid_0's l2: 2147.01
[13] valid_0's poisson: -89.3531 valid_0's l2: 2134.81
[14] valid_0's poisson: -89.505 valid_0's l2: 2122.71
[15] valid_0's poisson: -89.6544 valid_0's l2: 2110.75
[16] valid_0's poisson: -89.8017 valid_0's l2: 2098.87
[17] valid_0's poisson: -89.947 valid_0's l2: 2087.1
[18] valid_0's poisson: -90.0907 valid_0's l2: 2075.41
[19] valid_0's poisson: -90.2323 valid_0's l2: 2063.81
[20] valid_0's poisson: -90.3722 valid_0's l2: 2052.3
[21] valid_0's poisson: -90.5101 valid_0's l2: 2040.88
[22] valid_0's poisson: -90.6462 valid_0's l2: 2029.56
[23] valid_0's poisson: -90.7808 valid_0's l2: 2018.32
[24] valid_0's poisson: -90.9138 valid_0's l2: 2007.16
[25] valid_0's poisson: -91.0449 valid_0's l2: 1996.1
[26] valid_0's poisson: -91.1747 valid_0's l2: 1985.11
[27] valid_0's poisson: -91.3038 valid_0's l2: 1974.14
[28] valid_0's poisson: -91.4303 valid_0's l2: 1963.33
[29] valid_0's poisson: -91.5554 valid_0's l2: 1952.6
[30] valid_0's poisson: -91.6784 valid_0's l2: 1941.99
[31] valid_0's poisson: -91.8007 valid_0's l2: 1931.42
[32] valid_0's poisson: -91.9215 valid_0's l2: 1920.94
[33] valid_0's poisson: -92.0419 valid_0's l2: 1910.46
[34] valid_0's poisson: -92.1596 valid_0's l2: 1900.16
[35] valid_0's poisson: -92.2757 valid_0's l2: 1889.96
[36] valid_0's poisson: -92.3911 valid_0's l2: 1879.8
[37] valid_0's poisson: -92.5052 valid_0's l2: 1869.71
[38] valid_0's poisson: -92.6183 valid_0's l2: 1859.68
[39] valid_0's poisson: -92.7313 valid_0's l2: 1849.64
[40] valid_0's poisson: -92.8428 valid_0's l2: 1839.7
[41] valid_0's poisson: -92.9526 valid_0's l2: 1829.86
[42] valid_0's poisson: -93.0612 valid_0's l2: 1820.1
[43] valid_0's poisson: -93.1683 valid_0's l2: 1810.45
[44] valid_0's poisson: -93.2738 valid_0's l2: 1800.91
[45] valid_0's poisson: -93.3791 valid_0's l2: 1791.37
[46] valid_0's poisson: -93.4845 valid_0's l2: 1781.81
[47] valid_0's poisson: -93.5877 valid_0's l2: 1772.41
[48] valid_0's poisson: -93.6902 valid_0's l2: 1763.02
[49] valid_0's poisson: -93.7915 valid_0's l2: 1753.75
[50] valid_0's poisson: -93.8918 valid_0's l2: 1744.51
[51] valid_0's poisson: -93.9911 valid_0's l2: 1735.38
[52] valid_0's poisson: -94.09 valid_0's l2: 1726.24
[53] valid_0's poisson: -94.1878 valid_0's l2: 1717.2
[54] valid_0's poisson: -94.2845 valid_0's l2: 1708.24
[55] valid_0's poisson: -94.3824 valid_0's l2: 1699.16
[56] valid_0's poisson: -94.479 valid_0's l2: 1690.16
[57] valid_0's poisson: -94.5725 valid_0's l2: 1681.4
[58] valid_0's poisson: -94.6675 valid_0's l2: 1672.52
[59] valid_0's poisson: -94.7612 valid_0's l2: 1663.73
[60] valid_0's poisson: -94.8539 valid_0's l2: 1655.01
[61] valid_0's poisson: -94.9457 valid_0's l2: 1646.36
[62] valid_0's poisson: -95.0358 valid_0's l2: 1637.85
[63] valid_0's poisson: -95.1257 valid_0's l2: 1629.35
[64] valid_0's poisson: -95.2148 valid_0's l2: 1620.89
[65] valid_0's poisson: -95.3029 valid_0's l2: 1612.5
[66] valid_0's poisson: -95.3898 valid_0's l2: 1604.24
[67] valid_0's poisson: -95.4763 valid_0's l2: 1595.98
[68] valid_0's poisson: -95.5619 valid_0's l2: 1587.77
[69] valid_0's poisson: -95.6468 valid_0's l2: 1579.64
[70] valid_0's poisson: -95.7302 valid_0's l2: 1571.65
[71] valid_0's poisson: -95.8134 valid_0's l2: 1563.63
[72] valid_0's poisson: -95.8965 valid_0's l2: 1555.63
[73] valid_0's poisson: -95.9793 valid_0's l2: 1547.63
[74] valid_0's poisson: -96.0602 valid_0's l2: 1539.83
[75] valid_0's poisson: -96.1418 valid_0's l2: 1531.91
[76] valid_0's poisson: -96.2223 valid_0's l2: 1524.1
[77] valid_0's poisson: -96.3017 valid_0's l2: 1516.38
[78] valid_0's poisson: -96.3797 valid_0's l2: 1508.81
[79] valid_0's poisson: -96.4581 valid_0's l2: 1501.16
[80] valid_0's poisson: -96.5354 valid_0's l2: 1493.58
[81] valid_0's poisson: -96.612 valid_0's l2: 1486.06
[82] valid_0's poisson: -96.688 valid_0's l2: 1478.6
[83] valid_0's poisson: -96.7628 valid_0's l2: 1471.3
[84] valid_0's poisson: -96.8369 valid_0's l2: 1464
[85] valid_0's poisson: -96.9108 valid_0's l2: 1456.74
[86] valid_0's poisson: -96.9837 valid_0's l2: 1449.52
[87] valid_0's poisson: -97.0562 valid_0's l2: 1442.42
[88] valid_0's poisson: -97.1281 valid_0's l2: 1435.3
[89] valid_0's poisson: -97.1996 valid_0's l2: 1428.21
[90] valid_0's poisson: -97.2699 valid_0's l2: 1421.22
[91] valid_0's poisson: -97.3398 valid_0's l2: 1414.36
[92] valid_0's poisson: -97.4093 valid_0's l2: 1407.45
[93] valid_0's poisson: -97.4778 valid_0's l2: 1400.61
[94] valid_0's poisson: -97.5458 valid_0's l2: 1393.86
[95] valid_0's poisson: -97.6125 valid_0's l2: 1387.17
[96] valid_0's poisson: -97.6801 valid_0's l2: 1380.52
[97] valid_0's poisson: -97.7471 valid_0's l2: 1373.82
[98] valid_0's poisson: -97.8127 valid_0's l2: 1367.23
[99] valid_0's poisson: -97.8777 valid_0's l2: 1360.69
[100] valid_0's poisson: -97.9439 valid_0's l2: 1354.11
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8592 valid_0's l2: 2250.28
[2] valid_0's poisson: -88.5049 valid_0's l2: 2201.79
[3] valid_0's poisson: -89.1148 valid_0's l2: 2154.8
[4] valid_0's poisson: -89.6999 valid_0's l2: 2108.62
[5] valid_0's poisson: -90.2552 valid_0's l2: 2063.85
[6] valid_0's poisson: -90.7787 valid_0's l2: 2020.9
[7] valid_0's poisson: -91.2813 valid_0's l2: 1978.83
[8] valid_0's poisson: -91.7688 valid_0's l2: 1937.46
[9] valid_0's poisson: -92.2326 valid_0's l2: 1897.45
[10] valid_0's poisson: -92.6717 valid_0's l2: 1859.01
[11] valid_0's poisson: -93.0976 valid_0's l2: 1821.31
[12] valid_0's poisson: -93.5112 valid_0's l2: 1784.26
[13] valid_0's poisson: -93.9092 valid_0's l2: 1748.58
[14] valid_0's poisson: -94.2889 valid_0's l2: 1714.21
[15] valid_0's poisson: -94.6565 valid_0's l2: 1680.3
[16] valid_0's poisson: -95.0048 valid_0's l2: 1648.11
[17] valid_0's poisson: -95.3463 valid_0's l2: 1616.14
[18] valid_0's poisson: -95.6697 valid_0's l2: 1585.81
[19] valid_0's poisson: -95.9811 valid_0's l2: 1556.42
[20] valid_0's poisson: -96.2815 valid_0's l2: 1527.68
[21] valid_0's poisson: -96.5794 valid_0's l2: 1499.18
[22] valid_0's poisson: -96.8632 valid_0's l2: 1471.69
[23] valid_0's poisson: -97.1379 valid_0's l2: 1444.94
[24] valid_0's poisson: -97.4032 valid_0's l2: 1419.05
[25] valid_0's poisson: -97.6664 valid_0's l2: 1393.57
[26] valid_0's poisson: -97.9161 valid_0's l2: 1369.27
[27] valid_0's poisson: -98.1601 valid_0's l2: 1345.33
[28] valid_0's poisson: -98.3918 valid_0's l2: 1322.93
[29] valid_0's poisson: -98.6171 valid_0's l2: 1301.19
[30] valid_0's poisson: -98.8403 valid_0's l2: 1279.13
[31] valid_0's poisson: -99.0613 valid_0's l2: 1257.45
[32] valid_0's poisson: -99.2664 valid_0's l2: 1237.5
[33] valid_0's poisson: -99.4661 valid_0's l2: 1218.09
[34] valid_0's poisson: -99.6648 valid_0's l2: 1198.41
[35] valid_0's poisson: -99.8526 valid_0's l2: 1180.13
[36] valid_0's poisson: -100.045 valid_0's l2: 1161.29
[37] valid_0's poisson: -100.226 valid_0's l2: 1143.78
[38] valid_0's poisson: -100.401 valid_0's l2: 1126.75
[39] valid_0's poisson: -100.582 valid_0's l2: 1109.18
[40] valid_0's poisson: -100.75 valid_0's l2: 1092.59
[41] valid_0's poisson: -100.914 valid_0's l2: 1076.87
[42] valid_0's poisson: -101.073 valid_0's l2: 1061.57
[43] valid_0's poisson: -101.228 valid_0's l2: 1046.65
[44] valid_0's poisson: -101.381 valid_0's l2: 1031.84
[45] valid_0's poisson: -101.528 valid_0's l2: 1017.68
[46] valid_0's poisson: -101.671 valid_0's l2: 1004.11
[47] valid_0's poisson: -101.814 valid_0's l2: 989.951
[48] valid_0's poisson: -101.951 valid_0's l2: 976.885
[49] valid_0's poisson: -102.084 valid_0's l2: 964.329
[50] valid_0's poisson: -102.216 valid_0's l2: 951.896
[51] valid_0's poisson: -102.345 valid_0's l2: 939.414
[52] valid_0's poisson: -102.473 valid_0's l2: 927.114
[53] valid_0's poisson: -102.595 valid_0's l2: 915.533
[54] valid_0's poisson: -102.714 valid_0's l2: 904.099
[55] valid_0's poisson: -102.832 valid_0's l2: 892.776
[56] valid_0's poisson: -102.948 valid_0's l2: 881.768
[57] valid_0's poisson: -103.062 valid_0's l2: 871.023
[58] valid_0's poisson: -103.172 valid_0's l2: 860.915
[59] valid_0's poisson: -103.28 valid_0's l2: 850.777
[60] valid_0's poisson: -103.385 valid_0's l2: 841.062
[61] valid_0's poisson: -103.488 valid_0's l2: 831.439
[62] valid_0's poisson: -103.588 valid_0's l2: 822.063
[63] valid_0's poisson: -103.686 valid_0's l2: 812.932
[64] valid_0's poisson: -103.782 valid_0's l2: 804.01
[65] valid_0's poisson: -103.875 valid_0's l2: 795.565
[66] valid_0's poisson: -103.968 valid_0's l2: 787.084
[67] valid_0's poisson: -104.055 valid_0's l2: 779.309
[68] valid_0's poisson: -104.146 valid_0's l2: 771.2
[69] valid_0's poisson: -104.237 valid_0's l2: 763.145
[70] valid_0's poisson: -104.329 valid_0's l2: 754.781
[71] valid_0's poisson: -104.41 valid_0's l2: 747.429
[72] valid_0's poisson: -104.498 valid_0's l2: 739.563
[73] valid_0's poisson: -104.575 valid_0's l2: 732.609
[74] valid_0's poisson: -104.66 valid_0's l2: 725.079
[75] valid_0's poisson: -104.734 valid_0's l2: 718.581
[76] valid_0's poisson: -104.812 valid_0's l2: 711.651
[77] valid_0's poisson: -104.886 valid_0's l2: 705.124
[78] valid_0's poisson: -104.963 valid_0's l2: 698.394
[79] valid_0's poisson: -105.039 valid_0's l2: 691.789
[80] valid_0's poisson: -105.108 valid_0's l2: 685.84
[81] valid_0's poisson: -105.178 valid_0's l2: 679.791
[82] valid_0's poisson: -105.243 valid_0's l2: 674.114
[83] valid_0's poisson: -105.312 valid_0's l2: 668.251
[84] valid_0's poisson: -105.377 valid_0's l2: 662.342
[85] valid_0's poisson: -105.444 valid_0's l2: 656.384
[86] valid_0's poisson: -105.509 valid_0's l2: 650.882
[87] valid_0's poisson: -105.57 valid_0's l2: 645.371
[88] valid_0's poisson: -105.634 valid_0's l2: 640.229
[89] valid_0's poisson: -105.697 valid_0's l2: 635.216
[90] valid_0's poisson: -105.758 valid_0's l2: 629.875
[91] valid_0's poisson: -105.818 valid_0's l2: 625.079
[92] valid_0's poisson: -105.876 valid_0's l2: 620.458
[93] valid_0's poisson: -105.928 valid_0's l2: 615.667
[94] valid_0's poisson: -105.984 valid_0's l2: 610.774
[95] valid_0's poisson: -106.039 valid_0's l2: 606.497
[96] valid_0's poisson: -106.088 valid_0's l2: 601.977
[97] valid_0's poisson: -106.14 valid_0's l2: 597.834
[98] valid_0's poisson: -106.19 valid_0's l2: 593.532
[99] valid_0's poisson: -106.235 valid_0's l2: 589.816
[100] valid_0's poisson: -106.285 valid_0's l2: 585.854
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.866 valid_0's l2: 2249.73
[2] valid_0's poisson: -88.5213 valid_0's l2: 2200.38
[3] valid_0's poisson: -89.136 valid_0's l2: 2152.78
[4] valid_0's poisson: -89.7251 valid_0's l2: 2106.04
[5] valid_0's poisson: -90.2976 valid_0's l2: 2059.88
[6] valid_0's poisson: -90.8247 valid_0's l2: 2016.3
[7] valid_0's poisson: -91.3214 valid_0's l2: 1974.52
[8] valid_0's poisson: -91.8035 valid_0's l2: 1933.15
[9] valid_0's poisson: -92.2796 valid_0's l2: 1891.99
[10] valid_0's poisson: -92.717 valid_0's l2: 1853.4
[11] valid_0's poisson: -93.1371 valid_0's l2: 1815.88
[12] valid_0's poisson: -93.538 valid_0's l2: 1779.64
[13] valid_0's poisson: -93.9426 valid_0's l2: 1742.98
[14] valid_0's poisson: -94.3124 valid_0's l2: 1708.91
[15] valid_0's poisson: -94.6677 valid_0's l2: 1675.86
[16] valid_0's poisson: -95.0144 valid_0's l2: 1643.22
[17] valid_0's poisson: -95.3637 valid_0's l2: 1610.53
[18] valid_0's poisson: -95.6836 valid_0's l2: 1580.07
[19] valid_0's poisson: -95.9892 valid_0's l2: 1550.99
[20] valid_0's poisson: -96.3035 valid_0's l2: 1521.04
[21] valid_0's poisson: -96.5913 valid_0's l2: 1493.34
[22] valid_0's poisson: -96.8706 valid_0's l2: 1466.11
[23] valid_0's poisson: -97.1408 valid_0's l2: 1440.07
[24] valid_0's poisson: -97.4177 valid_0's l2: 1413.32
[25] valid_0's poisson: -97.6684 valid_0's l2: 1388.91
[26] valid_0's poisson: -97.9132 valid_0's l2: 1364.75
[27] valid_0's poisson: -98.1653 valid_0's l2: 1340.24
[28] valid_0's poisson: -98.3977 valid_0's l2: 1317.63
[29] valid_0's poisson: -98.6243 valid_0's l2: 1295.19
[30] valid_0's poisson: -98.8472 valid_0's l2: 1273.09
[31] valid_0's poisson: -99.0597 valid_0's l2: 1252.21
[32] valid_0's poisson: -99.2675 valid_0's l2: 1231.86
[33] valid_0's poisson: -99.4735 valid_0's l2: 1211.34
[34] valid_0's poisson: -99.672 valid_0's l2: 1191.77
[35] valid_0's poisson: -99.8642 valid_0's l2: 1172.69
[36] valid_0's poisson: -100.052 valid_0's l2: 1154.11
[37] valid_0's poisson: -100.232 valid_0's l2: 1136.56
[38] valid_0's poisson: -100.41 valid_0's l2: 1118.92
[39] valid_0's poisson: -100.583 valid_0's l2: 1102.12
[40] valid_0's poisson: -100.762 valid_0's l2: 1084.9
[41] valid_0's poisson: -100.927 valid_0's l2: 1068.63
[42] valid_0's poisson: -101.086 valid_0's l2: 1053.26
[43] valid_0's poisson: -101.244 valid_0's l2: 1037.63
[44] valid_0's poisson: -101.398 valid_0's l2: 1022.45
[45] valid_0's poisson: -101.545 valid_0's l2: 1007.96
[46] valid_0's poisson: -101.691 valid_0's l2: 993.779
[47] valid_0's poisson: -101.833 valid_0's l2: 979.917
[48] valid_0's poisson: -101.973 valid_0's l2: 966.207
[49] valid_0's poisson: -102.108 valid_0's l2: 953.267
[50] valid_0's poisson: -102.239 valid_0's l2: 940.386
[51] valid_0's poisson: -102.369 valid_0's l2: 927.909
[52] valid_0's poisson: -102.494 valid_0's l2: 915.92
[53] valid_0's poisson: -102.616 valid_0's l2: 904.372
[54] valid_0's poisson: -102.736 valid_0's l2: 893.111
[55] valid_0's poisson: -102.853 valid_0's l2: 882.052
[56] valid_0's poisson: -102.967 valid_0's l2: 871.379
[57] valid_0's poisson: -103.078 valid_0's l2: 860.812
[58] valid_0's poisson: -103.189 valid_0's l2: 850.451
[59] valid_0's poisson: -103.294 valid_0's l2: 840.728
[60] valid_0's poisson: -103.405 valid_0's l2: 830.782
[61] valid_0's poisson: -103.508 valid_0's l2: 821.245
[62] valid_0's poisson: -103.606 valid_0's l2: 812.208
[63] valid_0's poisson: -103.703 valid_0's l2: 803.507
[64] valid_0's poisson: -103.803 valid_0's l2: 794.665
[65] valid_0's poisson: -103.896 valid_0's l2: 786.281
[66] valid_0's poisson: -103.992 valid_0's l2: 777.821
[67] valid_0's poisson: -104.079 valid_0's l2: 769.945
[68] valid_0's poisson: -104.171 valid_0's l2: 761.935
[69] valid_0's poisson: -104.261 valid_0's l2: 754.158
[70] valid_0's poisson: -104.348 valid_0's l2: 746.7
[71] valid_0's poisson: -104.432 valid_0's l2: 739.454
[72] valid_0's poisson: -104.518 valid_0's l2: 731.83
[73] valid_0's poisson: -104.602 valid_0's l2: 724.447
[74] valid_0's poisson: -104.687 valid_0's l2: 716.967
[75] valid_0's poisson: -104.767 valid_0's l2: 709.998
[76] valid_0's poisson: -104.838 valid_0's l2: 703.84
[77] valid_0's poisson: -104.915 valid_0's l2: 697.213
[78] valid_0's poisson: -104.99 valid_0's l2: 690.615
[79] valid_0's poisson: -105.059 valid_0's l2: 684.64
[80] valid_0's poisson: -105.13 valid_0's l2: 678.566
[81] valid_0's poisson: -105.2 valid_0's l2: 672.7
[82] valid_0's poisson: -105.265 valid_0's l2: 667.232
[83] valid_0's poisson: -105.331 valid_0's l2: 661.649
[84] valid_0's poisson: -105.392 valid_0's l2: 656.401
[85] valid_0's poisson: -105.455 valid_0's l2: 651.145
[86] valid_0's poisson: -105.517 valid_0's l2: 646.36
[87] valid_0's poisson: -105.582 valid_0's l2: 640.819
[88] valid_0's poisson: -105.64 valid_0's l2: 635.931
[89] valid_0's poisson: -105.699 valid_0's l2: 631.135
[90] valid_0's poisson: -105.754 valid_0's l2: 626.691
[91] valid_0's poisson: -105.813 valid_0's l2: 621.664
[92] valid_0's poisson: -105.867 valid_0's l2: 616.751
[93] valid_0's poisson: -105.921 valid_0's l2: 612.598
[94] valid_0's poisson: -105.972 valid_0's l2: 608.572
[95] valid_0's poisson: -106.026 valid_0's l2: 604.061
[96] valid_0's poisson: -106.078 valid_0's l2: 599.604
[97] valid_0's poisson: -106.129 valid_0's l2: 595.258
[98] valid_0's poisson: -106.182 valid_0's l2: 591.082
[99] valid_0's poisson: -106.231 valid_0's l2: 587.059
[100] valid_0's poisson: -106.277 valid_0's l2: 583.065
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8687 valid_0's l2: 2249.41
[2] valid_0's poisson: -88.528 valid_0's l2: 2199.66
[3] valid_0's poisson: -89.1537 valid_0's l2: 2151.21
[4] valid_0's poisson: -89.7512 valid_0's l2: 2103.75
[5] valid_0's poisson: -90.3113 valid_0's l2: 2058.28
[6] valid_0's poisson: -90.8458 valid_0's l2: 2014.26
[7] valid_0's poisson: -91.3538 valid_0's l2: 1971.6
[8] valid_0's poisson: -91.8447 valid_0's l2: 1929.51
[9] valid_0's poisson: -92.3072 valid_0's l2: 1889.4
[10] valid_0's poisson: -92.7576 valid_0's l2: 1849.64
[11] valid_0's poisson: -93.1818 valid_0's l2: 1811.76
[12] valid_0's poisson: -93.5893 valid_0's l2: 1775.06
[13] valid_0's poisson: -93.9795 valid_0's l2: 1739.52
[14] valid_0's poisson: -94.3604 valid_0's l2: 1704.44
[15] valid_0's poisson: -94.7215 valid_0's l2: 1670.95
[16] valid_0's poisson: -95.0759 valid_0's l2: 1637.77
[17] valid_0's poisson: -95.4103 valid_0's l2: 1606.27
[18] valid_0's poisson: -95.7397 valid_0's l2: 1575.13
[19] valid_0's poisson: -96.0526 valid_0's l2: 1545.35
[20] valid_0's poisson: -96.3636 valid_0's l2: 1515.64
[21] valid_0's poisson: -96.6555 valid_0's l2: 1487.6
[22] valid_0's poisson: -96.9448 valid_0's l2: 1459.59
[23] valid_0's poisson: -97.2185 valid_0's l2: 1432.87
[24] valid_0's poisson: -97.4831 valid_0's l2: 1406.89
[25] valid_0's poisson: -97.7458 valid_0's l2: 1381.27
[26] valid_0's poisson: -97.9948 valid_0's l2: 1356.7
[27] valid_0's poisson: -98.2347 valid_0's l2: 1333.04
[28] valid_0's poisson: -98.4684 valid_0's l2: 1309.88
[29] valid_0's poisson: -98.6958 valid_0's l2: 1287.73
[30] valid_0's poisson: -98.9152 valid_0's l2: 1265.93
[31] valid_0's poisson: -99.127 valid_0's l2: 1244.86
[32] valid_0's poisson: -99.3406 valid_0's l2: 1223.87
[33] valid_0's poisson: -99.5397 valid_0's l2: 1204.05
[34] valid_0's poisson: -99.7348 valid_0's l2: 1184.79
[35] valid_0's poisson: -99.9292 valid_0's l2: 1165.22
[36] valid_0's poisson: -100.122 valid_0's l2: 1146.34
[37] valid_0's poisson: -100.305 valid_0's l2: 1128.01
[38] valid_0's poisson: -100.482 valid_0's l2: 1110.29
[39] valid_0's poisson: -100.647 valid_0's l2: 1094.37
[40] valid_0's poisson: -100.815 valid_0's l2: 1077.91
[41] valid_0's poisson: -100.975 valid_0's l2: 1062.59
[42] valid_0's poisson: -101.141 valid_0's l2: 1046.56
[43] valid_0's poisson: -101.295 valid_0's l2: 1031.41
[44] valid_0's poisson: -101.446 valid_0's l2: 1016.39
[45] valid_0's poisson: -101.593 valid_0's l2: 1001.98
[46] valid_0's poisson: -101.735 valid_0's l2: 988.268
[47] valid_0's poisson: -101.881 valid_0's l2: 974.271
[48] valid_0's poisson: -102.015 valid_0's l2: 961.173
[49] valid_0's poisson: -102.146 valid_0's l2: 948.551
[50] valid_0's poisson: -102.283 valid_0's l2: 935.744
[51] valid_0's poisson: -102.41 valid_0's l2: 923.454
[52] valid_0's poisson: -102.532 valid_0's l2: 911.698
[53] valid_0's poisson: -102.66 valid_0's l2: 899.827
[54] valid_0's poisson: -102.781 valid_0's l2: 888.231
[55] valid_0's poisson: -102.897 valid_0's l2: 877.082
[56] valid_0's poisson: -103.013 valid_0's l2: 866.076
[57] valid_0's poisson: -103.126 valid_0's l2: 855.331
[58] valid_0's poisson: -103.235 valid_0's l2: 845.019
[59] valid_0's poisson: -103.342 valid_0's l2: 834.977
[60] valid_0's poisson: -103.447 valid_0's l2: 825.21
[61] valid_0's poisson: -103.549 valid_0's l2: 815.714
[62] valid_0's poisson: -103.65 valid_0's l2: 806.39
[63] valid_0's poisson: -103.748 valid_0's l2: 797.33
[64] valid_0's poisson: -103.843 valid_0's l2: 788.652
[65] valid_0's poisson: -103.936 valid_0's l2: 780.178
[66] valid_0's poisson: -104.026 valid_0's l2: 771.887
[67] valid_0's poisson: -104.114 valid_0's l2: 763.898
[68] valid_0's poisson: -104.2 valid_0's l2: 756.21
[69] valid_0's poisson: -104.285 valid_0's l2: 748.65
[70] valid_0's poisson: -104.373 valid_0's l2: 741.066
[71] valid_0's poisson: -104.458 valid_0's l2: 733.754
[72] valid_0's poisson: -104.542 valid_0's l2: 726.393
[73] valid_0's poisson: -104.62 valid_0's l2: 719.698
[74] valid_0's poisson: -104.7 valid_0's l2: 712.979
[75] valid_0's poisson: -104.774 valid_0's l2: 706.582
[76] valid_0's poisson: -104.851 valid_0's l2: 700.294
[77] valid_0's poisson: -104.922 valid_0's l2: 694.236
[78] valid_0's poisson: -104.995 valid_0's l2: 688.055
[79] valid_0's poisson: -105.063 valid_0's l2: 682.159
[80] valid_0's poisson: -105.134 valid_0's l2: 676.466
[81] valid_0's poisson: -105.199 valid_0's l2: 670.893
[82] valid_0's poisson: -105.266 valid_0's l2: 665.505
[83] valid_0's poisson: -105.331 valid_0's l2: 660.06
[84] valid_0's poisson: -105.4 valid_0's l2: 653.907
[85] valid_0's poisson: -105.461 valid_0's l2: 648.93
[86] valid_0's poisson: -105.527 valid_0's l2: 643.085
[87] valid_0's poisson: -105.586 valid_0's l2: 638.128
[88] valid_0's poisson: -105.649 valid_0's l2: 632.782
[89] valid_0's poisson: -105.71 valid_0's l2: 627.358
[90] valid_0's poisson: -105.769 valid_0's l2: 622.216
[91] valid_0's poisson: -105.829 valid_0's l2: 617.352
[92] valid_0's poisson: -105.885 valid_0's l2: 612.71
[93] valid_0's poisson: -105.939 valid_0's l2: 607.932
[94] valid_0's poisson: -105.993 valid_0's l2: 603.518
[95] valid_0's poisson: -106.045 valid_0's l2: 599.208
[96] valid_0's poisson: -106.097 valid_0's l2: 594.823
[97] valid_0's poisson: -106.147 valid_0's l2: 590.736
[98] valid_0's poisson: -106.197 valid_0's l2: 586.78
[99] valid_0's poisson: -106.243 valid_0's l2: 583.02
[100] valid_0's poisson: -106.292 valid_0's l2: 578.874
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8818 valid_0's l2: 2248.66
[2] valid_0's poisson: -88.5415 valid_0's l2: 2199.12
[3] valid_0's poisson: -89.1784 valid_0's l2: 2149.97
[4] valid_0's poisson: -89.768 valid_0's l2: 2103.37
[5] valid_0's poisson: -90.3321 valid_0's l2: 2057.78
[6] valid_0's poisson: -90.865 valid_0's l2: 2013.85
[7] valid_0's poisson: -91.3817 valid_0's l2: 1970.41
[8] valid_0's poisson: -91.8679 valid_0's l2: 1928.87
[9] valid_0's poisson: -92.3401 valid_0's l2: 1887.88
[10] valid_0's poisson: -92.7852 valid_0's l2: 1848.62
[11] valid_0's poisson: -93.2107 valid_0's l2: 1810.57
[12] valid_0's poisson: -93.6188 valid_0's l2: 1773.64
[13] valid_0's poisson: -94.0181 valid_0's l2: 1737.22
[14] valid_0's poisson: -94.3946 valid_0's l2: 1702.41
[15] valid_0's poisson: -94.7548 valid_0's l2: 1668.77
[16] valid_0's poisson: -95.0995 valid_0's l2: 1636.28
[17] valid_0's poisson: -95.4455 valid_0's l2: 1603.7
[18] valid_0's poisson: -95.7658 valid_0's l2: 1573.23
[19] valid_0's poisson: -96.0717 valid_0's l2: 1544.09
[20] valid_0's poisson: -96.3663 valid_0's l2: 1515.86
[21] valid_0's poisson: -96.6671 valid_0's l2: 1486.91
[22] valid_0's poisson: -96.9416 valid_0's l2: 1460.36
[23] valid_0's poisson: -97.2128 valid_0's l2: 1433.87
[24] valid_0's poisson: -97.4719 valid_0's l2: 1408.71
[25] valid_0's poisson: -97.7373 valid_0's l2: 1382.9
[26] valid_0's poisson: -97.9823 valid_0's l2: 1359.02
[27] valid_0's poisson: -98.2261 valid_0's l2: 1334.94
[28] valid_0's poisson: -98.463 valid_0's l2: 1311.52
[29] valid_0's poisson: -98.6903 valid_0's l2: 1289.1
[30] valid_0's poisson: -98.9196 valid_0's l2: 1266.66
[31] valid_0's poisson: -99.1328 valid_0's l2: 1245.66
[32] valid_0's poisson: -99.3409 valid_0's l2: 1225.18
[33] valid_0's poisson: -99.5425 valid_0's l2: 1205.24
[34] valid_0's poisson: -99.7475 valid_0's l2: 1185.15
[35] valid_0's poisson: -99.9361 valid_0's l2: 1166.51
[36] valid_0's poisson: -100.122 valid_0's l2: 1148.18
[37] valid_0's poisson: -100.302 valid_0's l2: 1130.67
[38] valid_0's poisson: -100.478 valid_0's l2: 1113.33
[39] valid_0's poisson: -100.651 valid_0's l2: 1096.24
[40] valid_0's poisson: -100.818 valid_0's l2: 1079.85
[41] valid_0's poisson: -100.982 valid_0's l2: 1063.71
[42] valid_0's poisson: -101.138 valid_0's l2: 1048.7
[43] valid_0's poisson: -101.295 valid_0's l2: 1033.06
[44] valid_0's poisson: -101.446 valid_0's l2: 1018.44
[45] valid_0's poisson: -101.595 valid_0's l2: 1003.73
[46] valid_0's poisson: -101.741 valid_0's l2: 989.432
[47] valid_0's poisson: -101.884 valid_0's l2: 975.33
[48] valid_0's poisson: -102.023 valid_0's l2: 961.661
[49] valid_0's poisson: -102.158 valid_0's l2: 948.466
[50] valid_0's poisson: -102.288 valid_0's l2: 935.881
[51] valid_0's poisson: -102.418 valid_0's l2: 923.503
[52] valid_0's poisson: -102.542 valid_0's l2: 911.988
[53] valid_0's poisson: -102.665 valid_0's l2: 900.226
[54] valid_0's poisson: -102.79 valid_0's l2: 888.699
[55] valid_0's poisson: -102.905 valid_0's l2: 877.935
[56] valid_0's poisson: -103.019 valid_0's l2: 867.027
[57] valid_0's poisson: -103.131 valid_0's l2: 856.452
[58] valid_0's poisson: -103.242 valid_0's l2: 846.08
[59] valid_0's poisson: -103.348 valid_0's l2: 836.272
[60] valid_0's poisson: -103.452 valid_0's l2: 826.314
[61] valid_0's poisson: -103.552 valid_0's l2: 817.118
[62] valid_0's poisson: -103.657 valid_0's l2: 807.78
[63] valid_0's poisson: -103.753 valid_0's l2: 798.74
[64] valid_0's poisson: -103.849 valid_0's l2: 790.021
[65] valid_0's poisson: -103.942 valid_0's l2: 782.09
[66] valid_0's poisson: -104.033 valid_0's l2: 773.797
[67] valid_0's poisson: -104.121 valid_0's l2: 766.204
[68] valid_0's poisson: -104.207 valid_0's l2: 758.558
[69] valid_0's poisson: -104.296 valid_0's l2: 750.784
[70] valid_0's poisson: -104.38 valid_0's l2: 743.325
[71] valid_0's poisson: -104.462 valid_0's l2: 735.98
[72] valid_0's poisson: -104.542 valid_0's l2: 728.824
[73] valid_0's poisson: -104.625 valid_0's l2: 721.821
[74] valid_0's poisson: -104.705 valid_0's l2: 714.988
[75] valid_0's poisson: -104.785 valid_0's l2: 707.929
[76] valid_0's poisson: -104.863 valid_0's l2: 701.121
[77] valid_0's poisson: -104.943 valid_0's l2: 694.147
[78] valid_0's poisson: -105.017 valid_0's l2: 687.725
[79] valid_0's poisson: -105.085 valid_0's l2: 681.696
[80] valid_0's poisson: -105.157 valid_0's l2: 675.525
[81] valid_0's poisson: -105.23 valid_0's l2: 669.282
[82] valid_0's poisson: -105.299 valid_0's l2: 663.752
[83] valid_0's poisson: -105.368 valid_0's l2: 657.718
[84] valid_0's poisson: -105.432 valid_0's l2: 652.228
[85] valid_0's poisson: -105.498 valid_0's l2: 646.518
[86] valid_0's poisson: -105.56 valid_0's l2: 641.332
[87] valid_0's poisson: -105.619 valid_0's l2: 636.2
[88] valid_0's poisson: -105.679 valid_0's l2: 631.29
[89] valid_0's poisson: -105.738 valid_0's l2: 626.177
[90] valid_0's poisson: -105.797 valid_0's l2: 621.406
[91] valid_0's poisson: -105.854 valid_0's l2: 616.528
[92] valid_0's poisson: -105.908 valid_0's l2: 611.916
[93] valid_0's poisson: -105.963 valid_0's l2: 607.469
[94] valid_0's poisson: -106.016 valid_0's l2: 603.155
[95] valid_0's poisson: -106.067 valid_0's l2: 598.762
[96] valid_0's poisson: -106.119 valid_0's l2: 594.595
[97] valid_0's poisson: -106.168 valid_0's l2: 590.418
[98] valid_0's poisson: -106.218 valid_0's l2: 586.391
[99] valid_0's poisson: -106.265 valid_0's l2: 582.423
[100] valid_0's poisson: -106.313 valid_0's l2: 578.911
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.856 valid_0's l2: 2250.18
[2] valid_0's poisson: -88.5077 valid_0's l2: 2200.89
[3] valid_0's poisson: -89.1228 valid_0's l2: 2153.12
[4] valid_0's poisson: -89.7185 valid_0's l2: 2105.76
[5] valid_0's poisson: -90.2833 valid_0's l2: 2059.85
[6] valid_0's poisson: -90.8197 valid_0's l2: 2015.34
[7] valid_0's poisson: -91.3321 valid_0's l2: 1972.09
[8] valid_0's poisson: -91.8164 valid_0's l2: 1930.44
[9] valid_0's poisson: -92.2833 valid_0's l2: 1889.78
[10] valid_0's poisson: -92.7264 valid_0's l2: 1850.57
[11] valid_0's poisson: -93.1521 valid_0's l2: 1812.57
[12] valid_0's poisson: -93.5609 valid_0's l2: 1775.6
[13] valid_0's poisson: -93.9534 valid_0's l2: 1739.91
[14] valid_0's poisson: -94.3303 valid_0's l2: 1705.25
[15] valid_0's poisson: -94.6949 valid_0's l2: 1671.41
[16] valid_0's poisson: -95.0443 valid_0's l2: 1638.72
[17] valid_0's poisson: -95.3831 valid_0's l2: 1606.73
[18] valid_0's poisson: -95.7078 valid_0's l2: 1575.93
[19] valid_0's poisson: -96.0264 valid_0's l2: 1545.59
[20] valid_0's poisson: -96.327 valid_0's l2: 1516.64
[21] valid_0's poisson: -96.621 valid_0's l2: 1488.26
[22] valid_0's poisson: -96.9031 valid_0's l2: 1460.83
[23] valid_0's poisson: -97.1838 valid_0's l2: 1433.68
[24] valid_0's poisson: -97.4479 valid_0's l2: 1408.15
[25] valid_0's poisson: -97.7045 valid_0's l2: 1383.02
[26] valid_0's poisson: -97.9497 valid_0's l2: 1359
[27] valid_0's poisson: -98.1881 valid_0's l2: 1335.57
[28] valid_0's poisson: -98.4194 valid_0's l2: 1313.04
[29] valid_0's poisson: -98.6535 valid_0's l2: 1290.15
[30] valid_0's poisson: -98.8714 valid_0's l2: 1268.78
[31] valid_0's poisson: -99.0831 valid_0's l2: 1248.03
[32] valid_0's poisson: -99.2912 valid_0's l2: 1227.58
[33] valid_0's poisson: -99.5004 valid_0's l2: 1207.03
[34] valid_0's poisson: -99.6938 valid_0's l2: 1188.05
[35] valid_0's poisson: -99.8827 valid_0's l2: 1169.68
[36] valid_0's poisson: -100.068 valid_0's l2: 1151.15
[37] valid_0's poisson: -100.253 valid_0's l2: 1132.92
[38] valid_0's poisson: -100.431 valid_0's l2: 1115.61
[39] valid_0's poisson: -100.606 valid_0's l2: 1098.12
[40] valid_0's poisson: -100.774 valid_0's l2: 1081.54
[41] valid_0's poisson: -100.941 valid_0's l2: 1064.96
[42] valid_0's poisson: -101.1 valid_0's l2: 1049.18
[43] valid_0's poisson: -101.26 valid_0's l2: 1033.48
[44] valid_0's poisson: -101.411 valid_0's l2: 1018.73
[45] valid_0's poisson: -101.559 valid_0's l2: 1004.13
[46] valid_0's poisson: -101.706 valid_0's l2: 989.844
[47] valid_0's poisson: -101.846 valid_0's l2: 976.129
[48] valid_0's poisson: -101.986 valid_0's l2: 962.462
[49] valid_0's poisson: -102.122 valid_0's l2: 949.3
[50] valid_0's poisson: -102.256 valid_0's l2: 936.367
[51] valid_0's poisson: -102.382 valid_0's l2: 924.68
[52] valid_0's poisson: -102.51 valid_0's l2: 912.347
[53] valid_0's poisson: -102.633 valid_0's l2: 900.533
[54] valid_0's poisson: -102.752 valid_0's l2: 889.306
[55] valid_0's poisson: -102.87 valid_0's l2: 878.051
[56] valid_0's poisson: -102.987 valid_0's l2: 867.052
[57] valid_0's poisson: -103.1 valid_0's l2: 856.543
[58] valid_0's poisson: -103.208 valid_0's l2: 846.427
[59] valid_0's poisson: -103.317 valid_0's l2: 836.231
[60] valid_0's poisson: -103.421 valid_0's l2: 826.871
[61] valid_0's poisson: -103.523 valid_0's l2: 817.525
[62] valid_0's poisson: -103.622 valid_0's l2: 808.453
[63] valid_0's poisson: -103.72 valid_0's l2: 799.403
[64] valid_0's poisson: -103.817 valid_0's l2: 790.549
[65] valid_0's poisson: -103.911 valid_0's l2: 781.857
[66] valid_0's poisson: -104.002 valid_0's l2: 773.738
[67] valid_0's poisson: -104.097 valid_0's l2: 765.291
[68] valid_0's poisson: -104.184 valid_0's l2: 757.455
[69] valid_0's poisson: -104.276 valid_0's l2: 749.385
[70] valid_0's poisson: -104.359 valid_0's l2: 741.883
[71] valid_0's poisson: -104.446 valid_0's l2: 734.29
[72] valid_0's poisson: -104.526 valid_0's l2: 727.234
[73] valid_0's poisson: -104.608 valid_0's l2: 720.252
[74] valid_0's poisson: -104.692 valid_0's l2: 712.808
[75] valid_0's poisson: -104.767 valid_0's l2: 706.207
[76] valid_0's poisson: -104.847 valid_0's l2: 699.175
[77] valid_0's poisson: -104.922 valid_0's l2: 692.914
[78] valid_0's poisson: -104.999 valid_0's l2: 686.132
[79] valid_0's poisson: -105.073 valid_0's l2: 679.66
[80] valid_0's poisson: -105.141 valid_0's l2: 673.799
[81] valid_0's poisson: -105.214 valid_0's l2: 667.691
[82] valid_0's poisson: -105.28 valid_0's l2: 662.06
[83] valid_0's poisson: -105.35 valid_0's l2: 656.118
[84] valid_0's poisson: -105.412 valid_0's l2: 650.856
[85] valid_0's poisson: -105.478 valid_0's l2: 645.179
[86] valid_0's poisson: -105.539 valid_0's l2: 639.833
[87] valid_0's poisson: -105.602 valid_0's l2: 634.639
[88] valid_0's poisson: -105.66 valid_0's l2: 629.549
[89] valid_0's poisson: -105.722 valid_0's l2: 624.422
[90] valid_0's poisson: -105.78 valid_0's l2: 619.577
[91] valid_0's poisson: -105.834 valid_0's l2: 614.756
[92] valid_0's poisson: -105.892 valid_0's l2: 609.978
[93] valid_0's poisson: -105.945 valid_0's l2: 605.213
[94] valid_0's poisson: -106.001 valid_0's l2: 600.737
[95] valid_0's poisson: -106.055 valid_0's l2: 596.358
[96] valid_0's poisson: -106.107 valid_0's l2: 592.043
[97] valid_0's poisson: -106.154 valid_0's l2: 588.043
[98] valid_0's poisson: -106.204 valid_0's l2: 584.034
[99] valid_0's poisson: -106.253 valid_0's l2: 579.903
[100] valid_0's poisson: -106.301 valid_0's l2: 576.119
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8592 valid_0's l2: 2250.28
[2] valid_0's poisson: -88.5049 valid_0's l2: 2201.79
[3] valid_0's poisson: -89.1148 valid_0's l2: 2154.8
[4] valid_0's poisson: -89.6999 valid_0's l2: 2108.62
[5] valid_0's poisson: -90.2552 valid_0's l2: 2063.85
[6] valid_0's poisson: -90.7787 valid_0's l2: 2020.9
[7] valid_0's poisson: -91.2813 valid_0's l2: 1978.84
[8] valid_0's poisson: -91.7688 valid_0's l2: 1937.46
[9] valid_0's poisson: -92.2326 valid_0's l2: 1897.45
[10] valid_0's poisson: -92.6716 valid_0's l2: 1859.01
[11] valid_0's poisson: -93.0976 valid_0's l2: 1821.32
[12] valid_0's poisson: -93.5111 valid_0's l2: 1784.26
[13] valid_0's poisson: -93.9092 valid_0's l2: 1748.58
[14] valid_0's poisson: -94.2889 valid_0's l2: 1714.21
[15] valid_0's poisson: -94.6565 valid_0's l2: 1680.3
[16] valid_0's poisson: -95.0048 valid_0's l2: 1648.11
[17] valid_0's poisson: -95.3463 valid_0's l2: 1616.14
[18] valid_0's poisson: -95.6697 valid_0's l2: 1585.82
[19] valid_0's poisson: -95.981 valid_0's l2: 1556.42
[20] valid_0's poisson: -96.2814 valid_0's l2: 1527.69
[21] valid_0's poisson: -96.5793 valid_0's l2: 1499.18
[22] valid_0's poisson: -96.8632 valid_0's l2: 1471.69
[23] valid_0's poisson: -97.1378 valid_0's l2: 1444.94
[24] valid_0's poisson: -97.4031 valid_0's l2: 1419.05
[25] valid_0's poisson: -97.6664 valid_0's l2: 1393.57
[26] valid_0's poisson: -97.9161 valid_0's l2: 1369.28
[27] valid_0's poisson: -98.16 valid_0's l2: 1345.33
[28] valid_0's poisson: -98.3917 valid_0's l2: 1322.94
[29] valid_0's poisson: -98.617 valid_0's l2: 1301.19
[30] valid_0's poisson: -98.8403 valid_0's l2: 1279.13
[31] valid_0's poisson: -99.0612 valid_0's l2: 1257.45
[32] valid_0's poisson: -99.2663 valid_0's l2: 1237.5
[33] valid_0's poisson: -99.466 valid_0's l2: 1218.09
[34] valid_0's poisson: -99.6647 valid_0's l2: 1198.41
[35] valid_0's poisson: -99.8526 valid_0's l2: 1180.13
[36] valid_0's poisson: -100.045 valid_0's l2: 1161.29
[37] valid_0's poisson: -100.226 valid_0's l2: 1143.79
[38] valid_0's poisson: -100.401 valid_0's l2: 1126.75
[39] valid_0's poisson: -100.582 valid_0's l2: 1109.18
[40] valid_0's poisson: -100.75 valid_0's l2: 1092.6
[41] valid_0's poisson: -100.914 valid_0's l2: 1076.88
[42] valid_0's poisson: -101.073 valid_0's l2: 1061.57
[43] valid_0's poisson: -101.228 valid_0's l2: 1046.66
[44] valid_0's poisson: -101.381 valid_0's l2: 1031.85
[45] valid_0's poisson: -101.528 valid_0's l2: 1017.68
[46] valid_0's poisson: -101.671 valid_0's l2: 1004.05
[47] valid_0's poisson: -101.812 valid_0's l2: 990.583
[48] valid_0's poisson: -101.952 valid_0's l2: 976.782
[49] valid_0's poisson: -102.085 valid_0's l2: 964.261
[50] valid_0's poisson: -102.216 valid_0's l2: 951.896
[51] valid_0's poisson: -102.345 valid_0's l2: 939.415
[52] valid_0's poisson: -102.473 valid_0's l2: 927.115
[53] valid_0's poisson: -102.595 valid_0's l2: 915.534
[54] valid_0's poisson: -102.714 valid_0's l2: 904.099
[55] valid_0's poisson: -102.832 valid_0's l2: 892.776
[56] valid_0's poisson: -102.948 valid_0's l2: 881.768
[57] valid_0's poisson: -103.062 valid_0's l2: 871.023
[58] valid_0's poisson: -103.171 valid_0's l2: 860.944
[59] valid_0's poisson: -103.28 valid_0's l2: 850.772
[60] valid_0's poisson: -103.385 valid_0's l2: 841.06
[61] valid_0's poisson: -103.488 valid_0's l2: 831.441
[62] valid_0's poisson: -103.588 valid_0's l2: 822.065
[63] valid_0's poisson: -103.686 valid_0's l2: 812.936
[64] valid_0's poisson: -103.783 valid_0's l2: 803.985
[65] valid_0's poisson: -103.875 valid_0's l2: 795.572
[66] valid_0's poisson: -103.966 valid_0's l2: 787.116
[67] valid_0's poisson: -104.056 valid_0's l2: 779.158
[68] valid_0's poisson: -104.143 valid_0's l2: 771.201
[69] valid_0's poisson: -104.233 valid_0's l2: 763.198
[70] valid_0's poisson: -104.315 valid_0's l2: 755.747
[71] valid_0's poisson: -104.401 valid_0's l2: 748.241
[72] valid_0's poisson: -104.489 valid_0's l2: 740.261
[73] valid_0's poisson: -104.575 valid_0's l2: 732.573
[74] valid_0's poisson: -104.651 valid_0's l2: 725.783
[75] valid_0's poisson: -104.734 valid_0's l2: 718.416
[76] valid_0's poisson: -104.809 valid_0's l2: 711.692
[77] valid_0's poisson: -104.887 valid_0's l2: 704.773
[78] valid_0's poisson: -104.958 valid_0's l2: 698.561
[79] valid_0's poisson: -105.032 valid_0's l2: 692.035
[80] valid_0's poisson: -105.106 valid_0's l2: 685.576
[81] valid_0's poisson: -105.174 valid_0's l2: 679.765
[82] valid_0's poisson: -105.243 valid_0's l2: 673.853
[83] valid_0's poisson: -105.31 valid_0's l2: 667.867
[84] valid_0's poisson: -105.376 valid_0's l2: 662.212
[85] valid_0's poisson: -105.438 valid_0's l2: 656.931
[86] valid_0's poisson: -105.504 valid_0's l2: 651.417
[87] valid_0's poisson: -105.569 valid_0's l2: 646.14
[88] valid_0's poisson: -105.633 valid_0's l2: 640.526
[89] valid_0's poisson: -105.691 valid_0's l2: 635.259
[90] valid_0's poisson: -105.751 valid_0's l2: 630.397
[91] valid_0's poisson: -105.811 valid_0's l2: 625.61
[92] valid_0's poisson: -105.868 valid_0's l2: 620.939
[93] valid_0's poisson: -105.921 valid_0's l2: 616.113
[94] valid_0's poisson: -105.977 valid_0's l2: 611.254
[95] valid_0's poisson: -106.032 valid_0's l2: 606.934
[96] valid_0's poisson: -106.086 valid_0's l2: 602.316
[97] valid_0's poisson: -106.134 valid_0's l2: 597.919
[98] valid_0's poisson: -106.185 valid_0's l2: 593.876
[99] valid_0's poisson: -106.236 valid_0's l2: 589.817
[100] valid_0's poisson: -106.284 valid_0's l2: 585.778
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.866 valid_0's l2: 2249.73
[2] valid_0's poisson: -88.5213 valid_0's l2: 2200.38
[3] valid_0's poisson: -89.136 valid_0's l2: 2152.78
[4] valid_0's poisson: -89.7251 valid_0's l2: 2106.04
[5] valid_0's poisson: -90.2976 valid_0's l2: 2059.88
[6] valid_0's poisson: -90.8247 valid_0's l2: 2016.3
[7] valid_0's poisson: -91.3214 valid_0's l2: 1974.52
[8] valid_0's poisson: -91.8034 valid_0's l2: 1933.15
[9] valid_0's poisson: -92.2796 valid_0's l2: 1891.99
[10] valid_0's poisson: -92.717 valid_0's l2: 1853.4
[11] valid_0's poisson: -93.1371 valid_0's l2: 1815.88
[12] valid_0's poisson: -93.5379 valid_0's l2: 1779.65
[13] valid_0's poisson: -93.9426 valid_0's l2: 1742.98
[14] valid_0's poisson: -94.3124 valid_0's l2: 1708.92
[15] valid_0's poisson: -94.6676 valid_0's l2: 1675.86
[16] valid_0's poisson: -95.0144 valid_0's l2: 1643.22
[17] valid_0's poisson: -95.3637 valid_0's l2: 1610.53
[18] valid_0's poisson: -95.6836 valid_0's l2: 1580.08
[19] valid_0's poisson: -95.9892 valid_0's l2: 1550.99
[20] valid_0's poisson: -96.3036 valid_0's l2: 1521.04
[21] valid_0's poisson: -96.5913 valid_0's l2: 1493.35
[22] valid_0's poisson: -96.8706 valid_0's l2: 1466.11
[23] valid_0's poisson: -97.1407 valid_0's l2: 1440.08
[24] valid_0's poisson: -97.4176 valid_0's l2: 1413.33
[25] valid_0's poisson: -97.6684 valid_0's l2: 1388.92
[26] valid_0's poisson: -97.9131 valid_0's l2: 1364.76
[27] valid_0's poisson: -98.1653 valid_0's l2: 1340.24
[28] valid_0's poisson: -98.3976 valid_0's l2: 1317.63
[29] valid_0's poisson: -98.6243 valid_0's l2: 1295.19
[30] valid_0's poisson: -98.8472 valid_0's l2: 1273.09
[31] valid_0's poisson: -99.0597 valid_0's l2: 1252.22
[32] valid_0's poisson: -99.2674 valid_0's l2: 1231.87
[33] valid_0's poisson: -99.4735 valid_0's l2: 1211.35
[34] valid_0's poisson: -99.672 valid_0's l2: 1191.77
[35] valid_0's poisson: -99.8642 valid_0's l2: 1172.7
[36] valid_0's poisson: -100.052 valid_0's l2: 1154.12
[37] valid_0's poisson: -100.232 valid_0's l2: 1136.56
[38] valid_0's poisson: -100.41 valid_0's l2: 1118.92
[39] valid_0's poisson: -100.583 valid_0's l2: 1102.12
[40] valid_0's poisson: -100.762 valid_0's l2: 1084.9
[41] valid_0's poisson: -100.927 valid_0's l2: 1068.64
[42] valid_0's poisson: -101.086 valid_0's l2: 1053.27
[43] valid_0's poisson: -101.244 valid_0's l2: 1037.64
[44] valid_0's poisson: -101.398 valid_0's l2: 1022.45
[45] valid_0's poisson: -101.545 valid_0's l2: 1007.96
[46] valid_0's poisson: -101.691 valid_0's l2: 993.776
[47] valid_0's poisson: -101.834 valid_0's l2: 979.915
[48] valid_0's poisson: -101.973 valid_0's l2: 966.21
[49] valid_0's poisson: -102.107 valid_0's l2: 953.27
[50] valid_0's poisson: -102.239 valid_0's l2: 940.39
[51] valid_0's poisson: -102.369 valid_0's l2: 927.913
[52] valid_0's poisson: -102.494 valid_0's l2: 915.923
[53] valid_0's poisson: -102.616 valid_0's l2: 904.376
[54] valid_0's poisson: -102.736 valid_0's l2: 893.114
[55] valid_0's poisson: -102.853 valid_0's l2: 882.056
[56] valid_0's poisson: -102.967 valid_0's l2: 871.383
[57] valid_0's poisson: -103.078 valid_0's l2: 860.816
[58] valid_0's poisson: -103.189 valid_0's l2: 850.455
[59] valid_0's poisson: -103.294 valid_0's l2: 840.731
[60] valid_0's poisson: -103.405 valid_0's l2: 830.785
[61] valid_0's poisson: -103.508 valid_0's l2: 821.249
[62] valid_0's poisson: -103.606 valid_0's l2: 812.211
[63] valid_0's poisson: -103.702 valid_0's l2: 803.51
[64] valid_0's poisson: -103.802 valid_0's l2: 794.668
[65] valid_0's poisson: -103.896 valid_0's l2: 786.284
[66] valid_0's poisson: -103.992 valid_0's l2: 777.824
[67] valid_0's poisson: -104.079 valid_0's l2: 769.949
[68] valid_0's poisson: -104.171 valid_0's l2: 761.938
[69] valid_0's poisson: -104.261 valid_0's l2: 754.161
[70] valid_0's poisson: -104.348 valid_0's l2: 746.703
[71] valid_0's poisson: -104.432 valid_0's l2: 739.457
[72] valid_0's poisson: -104.518 valid_0's l2: 731.833
[73] valid_0's poisson: -104.602 valid_0's l2: 724.451
[74] valid_0's poisson: -104.687 valid_0's l2: 716.97
[75] valid_0's poisson: -104.767 valid_0's l2: 710.002
[76] valid_0's poisson: -104.838 valid_0's l2: 703.843
[77] valid_0's poisson: -104.915 valid_0's l2: 697.217
[78] valid_0's poisson: -104.99 valid_0's l2: 690.619
[79] valid_0's poisson: -105.059 valid_0's l2: 684.643
[80] valid_0's poisson: -105.13 valid_0's l2: 678.569
[81] valid_0's poisson: -105.2 valid_0's l2: 672.703
[82] valid_0's poisson: -105.264 valid_0's l2: 667.236
[83] valid_0's poisson: -105.33 valid_0's l2: 661.653
[84] valid_0's poisson: -105.392 valid_0's l2: 656.405
[85] valid_0's poisson: -105.455 valid_0's l2: 651.149
[86] valid_0's poisson: -105.517 valid_0's l2: 646.364
[87] valid_0's poisson: -105.582 valid_0's l2: 640.823
[88] valid_0's poisson: -105.64 valid_0's l2: 635.934
[89] valid_0's poisson: -105.699 valid_0's l2: 631.138
[90] valid_0's poisson: -105.754 valid_0's l2: 626.694
[91] valid_0's poisson: -105.813 valid_0's l2: 621.667
[92] valid_0's poisson: -105.867 valid_0's l2: 616.754
[93] valid_0's poisson: -105.92 valid_0's l2: 612.601
[94] valid_0's poisson: -105.972 valid_0's l2: 608.575
[95] valid_0's poisson: -106.026 valid_0's l2: 604.065
[96] valid_0's poisson: -106.078 valid_0's l2: 599.607
[97] valid_0's poisson: -106.129 valid_0's l2: 595.261
[98] valid_0's poisson: -106.181 valid_0's l2: 591.085
[99] valid_0's poisson: -106.23 valid_0's l2: 587.062
[100] valid_0's poisson: -106.277 valid_0's l2: 583.069
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8687 valid_0's l2: 2249.41
[2] valid_0's poisson: -88.528 valid_0's l2: 2199.66
[3] valid_0's poisson: -89.1537 valid_0's l2: 2151.21
[4] valid_0's poisson: -89.7512 valid_0's l2: 2103.76
[5] valid_0's poisson: -90.3113 valid_0's l2: 2058.28
[6] valid_0's poisson: -90.8458 valid_0's l2: 2014.26
[7] valid_0's poisson: -91.3538 valid_0's l2: 1971.6
[8] valid_0's poisson: -91.8447 valid_0's l2: 1929.51
[9] valid_0's poisson: -92.3072 valid_0's l2: 1889.4
[10] valid_0's poisson: -92.7576 valid_0's l2: 1849.65
[11] valid_0's poisson: -93.1818 valid_0's l2: 1811.76
[12] valid_0's poisson: -93.5892 valid_0's l2: 1775.06
[13] valid_0's poisson: -93.9794 valid_0's l2: 1739.53
[14] valid_0's poisson: -94.3603 valid_0's l2: 1704.45
[15] valid_0's poisson: -94.7215 valid_0's l2: 1670.95
[16] valid_0's poisson: -95.0759 valid_0's l2: 1637.77
[17] valid_0's poisson: -95.4102 valid_0's l2: 1606.28
[18] valid_0's poisson: -95.7397 valid_0's l2: 1575.13
[19] valid_0's poisson: -96.0525 valid_0's l2: 1545.36
[20] valid_0's poisson: -96.3636 valid_0's l2: 1515.64
[21] valid_0's poisson: -96.6555 valid_0's l2: 1487.61
[22] valid_0's poisson: -96.9448 valid_0's l2: 1459.59
[23] valid_0's poisson: -97.2184 valid_0's l2: 1432.88
[24] valid_0's poisson: -97.4831 valid_0's l2: 1406.89
[25] valid_0's poisson: -97.7455 valid_0's l2: 1381.28
[26] valid_0's poisson: -97.9945 valid_0's l2: 1356.71
[27] valid_0's poisson: -98.2344 valid_0's l2: 1333.06
[28] valid_0's poisson: -98.4681 valid_0's l2: 1309.9
[29] valid_0's poisson: -98.6955 valid_0's l2: 1287.75
[30] valid_0's poisson: -98.9149 valid_0's l2: 1265.95
[31] valid_0's poisson: -99.1257 valid_0's l2: 1244.92
[32] valid_0's poisson: -99.3395 valid_0's l2: 1223.92
[33] valid_0's poisson: -99.5395 valid_0's l2: 1204.06
[34] valid_0's poisson: -99.7347 valid_0's l2: 1184.79
[35] valid_0's poisson: -99.9289 valid_0's l2: 1165.23
[36] valid_0's poisson: -100.122 valid_0's l2: 1146.35
[37] valid_0's poisson: -100.305 valid_0's l2: 1128.02
[38] valid_0's poisson: -100.482 valid_0's l2: 1110.3
[39] valid_0's poisson: -100.649 valid_0's l2: 1094.08
[40] valid_0's poisson: -100.817 valid_0's l2: 1077.64
[41] valid_0's poisson: -100.988 valid_0's l2: 1061.17
[42] valid_0's poisson: -101.141 valid_0's l2: 1046.49
[43] valid_0's poisson: -101.295 valid_0's l2: 1031.46
[44] valid_0's poisson: -101.447 valid_0's l2: 1016.42
[45] valid_0's poisson: -101.591 valid_0's l2: 1002.3
[46] valid_0's poisson: -101.734 valid_0's l2: 988.323
[47] valid_0's poisson: -101.88 valid_0's l2: 974.325
[48] valid_0's poisson: -102.015 valid_0's l2: 961.226
[49] valid_0's poisson: -102.146 valid_0's l2: 948.602
[50] valid_0's poisson: -102.282 valid_0's l2: 935.797
[51] valid_0's poisson: -102.409 valid_0's l2: 923.504
[52] valid_0's poisson: -102.533 valid_0's l2: 911.468
[53] valid_0's poisson: -102.657 valid_0's l2: 899.618
[54] valid_0's poisson: -102.778 valid_0's l2: 887.962
[55] valid_0's poisson: -102.897 valid_0's l2: 876.65
[56] valid_0's poisson: -103.012 valid_0's l2: 865.676
[57] valid_0's poisson: -103.128 valid_0's l2: 855.015
[58] valid_0's poisson: -103.237 valid_0's l2: 844.756
[59] valid_0's poisson: -103.345 valid_0's l2: 834.66
[60] valid_0's poisson: -103.45 valid_0's l2: 824.921
[61] valid_0's poisson: -103.552 valid_0's l2: 815.403
[62] valid_0's poisson: -103.651 valid_0's l2: 806.206
[63] valid_0's poisson: -103.75 valid_0's l2: 797.085
[64] valid_0's poisson: -103.845 valid_0's l2: 788.415
[65] valid_0's poisson: -103.936 valid_0's l2: 780.066
[66] valid_0's poisson: -104.028 valid_0's l2: 771.892
[67] valid_0's poisson: -104.116 valid_0's l2: 763.895
[68] valid_0's poisson: -104.202 valid_0's l2: 756.116
[69] valid_0's poisson: -104.292 valid_0's l2: 748.334
[70] valid_0's poisson: -104.375 valid_0's l2: 741.097
[71] valid_0's poisson: -104.46 valid_0's l2: 733.771
[72] valid_0's poisson: -104.545 valid_0's l2: 726.371
[73] valid_0's poisson: -104.622 valid_0's l2: 719.684
[74] valid_0's poisson: -104.702 valid_0's l2: 712.897
[75] valid_0's poisson: -104.78 valid_0's l2: 706.46
[76] valid_0's poisson: -104.854 valid_0's l2: 700.102
[77] valid_0's poisson: -104.927 valid_0's l2: 693.808
[78] valid_0's poisson: -104.997 valid_0's l2: 687.729
[79] valid_0's poisson: -105.066 valid_0's l2: 681.909
[80] valid_0's poisson: -105.136 valid_0's l2: 676.281
[81] valid_0's poisson: -105.201 valid_0's l2: 670.859
[82] valid_0's poisson: -105.268 valid_0's l2: 665.339
[83] valid_0's poisson: -105.332 valid_0's l2: 660.018
[84] valid_0's poisson: -105.4 valid_0's l2: 653.882
[85] valid_0's poisson: -105.462 valid_0's l2: 648.714
[86] valid_0's poisson: -105.528 valid_0's l2: 642.861
[87] valid_0's poisson: -105.587 valid_0's l2: 638.097
[88] valid_0's poisson: -105.649 valid_0's l2: 632.761
[89] valid_0's poisson: -105.705 valid_0's l2: 628.128
[90] valid_0's poisson: -105.764 valid_0's l2: 623.051
[91] valid_0's poisson: -105.823 valid_0's l2: 618.355
[92] valid_0's poisson: -105.88 valid_0's l2: 613.53
[93] valid_0's poisson: -105.935 valid_0's l2: 608.716
[94] valid_0's poisson: -105.989 valid_0's l2: 604.313
[95] valid_0's poisson: -106.042 valid_0's l2: 600.175
[96] valid_0's poisson: -106.094 valid_0's l2: 595.839
[97] valid_0's poisson: -106.145 valid_0's l2: 591.578
[98] valid_0's poisson: -106.193 valid_0's l2: 587.503
[99] valid_0's poisson: -106.241 valid_0's l2: 583.68
[100] valid_0's poisson: -106.287 valid_0's l2: 579.991
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8818 valid_0's l2: 2248.66
[2] valid_0's poisson: -88.5415 valid_0's l2: 2199.12
[3] valid_0's poisson: -89.1784 valid_0's l2: 2149.97
[4] valid_0's poisson: -89.768 valid_0's l2: 2103.37
[5] valid_0's poisson: -90.3321 valid_0's l2: 2057.78
[6] valid_0's poisson: -90.865 valid_0's l2: 2013.85
[7] valid_0's poisson: -91.3817 valid_0's l2: 1970.41
[8] valid_0's poisson: -91.8679 valid_0's l2: 1928.87
[9] valid_0's poisson: -92.3401 valid_0's l2: 1887.88
[10] valid_0's poisson: -92.7851 valid_0's l2: 1848.63
[11] valid_0's poisson: -93.2106 valid_0's l2: 1810.58
[12] valid_0's poisson: -93.6188 valid_0's l2: 1773.65
[13] valid_0's poisson: -94.0181 valid_0's l2: 1737.22
[14] valid_0's poisson: -94.3946 valid_0's l2: 1702.41
[15] valid_0's poisson: -94.7547 valid_0's l2: 1668.78
[16] valid_0's poisson: -95.0995 valid_0's l2: 1636.29
[17] valid_0's poisson: -95.4455 valid_0's l2: 1603.7
[18] valid_0's poisson: -95.7657 valid_0's l2: 1573.24
[19] valid_0's poisson: -96.0717 valid_0's l2: 1544.09
[20] valid_0's poisson: -96.3663 valid_0's l2: 1515.86
[21] valid_0's poisson: -96.667 valid_0's l2: 1486.91
[22] valid_0's poisson: -96.9416 valid_0's l2: 1460.36
[23] valid_0's poisson: -97.2128 valid_0's l2: 1433.88
[24] valid_0's poisson: -97.4718 valid_0's l2: 1408.72
[25] valid_0's poisson: -97.7372 valid_0's l2: 1382.9
[26] valid_0's poisson: -97.9823 valid_0's l2: 1359.02
[27] valid_0's poisson: -98.2261 valid_0's l2: 1334.94
[28] valid_0's poisson: -98.463 valid_0's l2: 1311.52
[29] valid_0's poisson: -98.6902 valid_0's l2: 1289.1
[30] valid_0's poisson: -98.9195 valid_0's l2: 1266.67
[31] valid_0's poisson: -99.1328 valid_0's l2: 1245.66
[32] valid_0's poisson: -99.3409 valid_0's l2: 1225.18
[33] valid_0's poisson: -99.5425 valid_0's l2: 1205.25
[34] valid_0's poisson: -99.7476 valid_0's l2: 1185.15
[35] valid_0's poisson: -99.9362 valid_0's l2: 1166.51
[36] valid_0's poisson: -100.122 valid_0's l2: 1148.18
[37] valid_0's poisson: -100.302 valid_0's l2: 1130.67
[38] valid_0's poisson: -100.479 valid_0's l2: 1113.33
[39] valid_0's poisson: -100.651 valid_0's l2: 1096.24
[40] valid_0's poisson: -100.818 valid_0's l2: 1079.85
[41] valid_0's poisson: -100.982 valid_0's l2: 1063.71
[42] valid_0's poisson: -101.138 valid_0's l2: 1048.7
[43] valid_0's poisson: -101.295 valid_0's l2: 1033.06
[44] valid_0's poisson: -101.447 valid_0's l2: 1018.44
[45] valid_0's poisson: -101.595 valid_0's l2: 1003.73
[46] valid_0's poisson: -101.741 valid_0's l2: 989.433
[47] valid_0's poisson: -101.885 valid_0's l2: 975.331
[48] valid_0's poisson: -102.023 valid_0's l2: 961.662
[49] valid_0's poisson: -102.158 valid_0's l2: 948.467
[50] valid_0's poisson: -102.288 valid_0's l2: 935.881
[51] valid_0's poisson: -102.418 valid_0's l2: 923.504
[52] valid_0's poisson: -102.542 valid_0's l2: 911.989
[53] valid_0's poisson: -102.665 valid_0's l2: 900.227
[54] valid_0's poisson: -102.79 valid_0's l2: 888.699
[55] valid_0's poisson: -102.905 valid_0's l2: 877.936
[56] valid_0's poisson: -103.019 valid_0's l2: 867.028
[57] valid_0's poisson: -103.131 valid_0's l2: 856.453
[58] valid_0's poisson: -103.242 valid_0's l2: 846.081
[59] valid_0's poisson: -103.348 valid_0's l2: 836.273
[60] valid_0's poisson: -103.452 valid_0's l2: 826.315
[61] valid_0's poisson: -103.552 valid_0's l2: 817.119
[62] valid_0's poisson: -103.657 valid_0's l2: 807.781
[63] valid_0's poisson: -103.753 valid_0's l2: 798.741
[64] valid_0's poisson: -103.849 valid_0's l2: 790.022
[65] valid_0's poisson: -103.942 valid_0's l2: 782.091
[66] valid_0's poisson: -104.033 valid_0's l2: 773.798
[67] valid_0's poisson: -104.121 valid_0's l2: 766.205
[68] valid_0's poisson: -104.207 valid_0's l2: 758.559
[69] valid_0's poisson: -104.296 valid_0's l2: 750.785
[70] valid_0's poisson: -104.38 valid_0's l2: 743.326
[71] valid_0's poisson: -104.462 valid_0's l2: 735.981
[72] valid_0's poisson: -104.542 valid_0's l2: 728.826
[73] valid_0's poisson: -104.625 valid_0's l2: 721.822
[74] valid_0's poisson: -104.705 valid_0's l2: 714.993
[75] valid_0's poisson: -104.785 valid_0's l2: 707.933
[76] valid_0's poisson: -104.863 valid_0's l2: 701.125
[77] valid_0's poisson: -104.943 valid_0's l2: 694.15
[78] valid_0's poisson: -105.017 valid_0's l2: 687.728
[79] valid_0's poisson: -105.085 valid_0's l2: 681.7
[80] valid_0's poisson: -105.157 valid_0's l2: 675.528
[81] valid_0's poisson: -105.23 valid_0's l2: 669.277
[82] valid_0's poisson: -105.299 valid_0's l2: 663.748
[83] valid_0's poisson: -105.368 valid_0's l2: 657.714
[84] valid_0's poisson: -105.433 valid_0's l2: 652.222
[85] valid_0's poisson: -105.498 valid_0's l2: 646.512
[86] valid_0's poisson: -105.56 valid_0's l2: 641.326
[87] valid_0's poisson: -105.619 valid_0's l2: 636.194
[88] valid_0's poisson: -105.679 valid_0's l2: 631.284
[89] valid_0's poisson: -105.738 valid_0's l2: 626.161
[90] valid_0's poisson: -105.797 valid_0's l2: 621.399
[91] valid_0's poisson: -105.855 valid_0's l2: 616.501
[92] valid_0's poisson: -105.908 valid_0's l2: 611.89
[93] valid_0's poisson: -105.964 valid_0's l2: 607.449
[94] valid_0's poisson: -106.015 valid_0's l2: 603.153
[95] valid_0's poisson: -106.066 valid_0's l2: 598.758
[96] valid_0's poisson: -106.119 valid_0's l2: 594.585
[97] valid_0's poisson: -106.167 valid_0's l2: 590.41
[98] valid_0's poisson: -106.218 valid_0's l2: 586.372
[99] valid_0's poisson: -106.267 valid_0's l2: 582.773
[100] valid_0's poisson: -106.316 valid_0's l2: 578.808
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.856 valid_0's l2: 2250.18
[2] valid_0's poisson: -88.5077 valid_0's l2: 2200.89
[3] valid_0's poisson: -89.1228 valid_0's l2: 2153.12
[4] valid_0's poisson: -89.7185 valid_0's l2: 2105.76
[5] valid_0's poisson: -90.2833 valid_0's l2: 2059.85
[6] valid_0's poisson: -90.8197 valid_0's l2: 2015.35
[7] valid_0's poisson: -91.332 valid_0's l2: 1972.09
[8] valid_0's poisson: -91.8164 valid_0's l2: 1930.44
[9] valid_0's poisson: -92.2833 valid_0's l2: 1889.78
[10] valid_0's poisson: -92.7264 valid_0's l2: 1850.58
[11] valid_0's poisson: -93.1521 valid_0's l2: 1812.57
[12] valid_0's poisson: -93.5609 valid_0's l2: 1775.6
[13] valid_0's poisson: -93.9534 valid_0's l2: 1739.91
[14] valid_0's poisson: -94.3303 valid_0's l2: 1705.25
[15] valid_0's poisson: -94.6948 valid_0's l2: 1671.41
[16] valid_0's poisson: -95.0443 valid_0's l2: 1638.72
[17] valid_0's poisson: -95.3831 valid_0's l2: 1606.74
[18] valid_0's poisson: -95.7077 valid_0's l2: 1575.93
[19] valid_0's poisson: -96.0264 valid_0's l2: 1545.6
[20] valid_0's poisson: -96.327 valid_0's l2: 1516.64
[21] valid_0's poisson: -96.621 valid_0's l2: 1488.26
[22] valid_0's poisson: -96.903 valid_0's l2: 1460.83
[23] valid_0's poisson: -97.1838 valid_0's l2: 1433.68
[24] valid_0's poisson: -97.4478 valid_0's l2: 1408.15
[25] valid_0's poisson: -97.7045 valid_0's l2: 1383.02
[26] valid_0's poisson: -97.9496 valid_0's l2: 1359.01
[27] valid_0's poisson: -98.188 valid_0's l2: 1335.57
[28] valid_0's poisson: -98.4193 valid_0's l2: 1313.04
[29] valid_0's poisson: -98.6535 valid_0's l2: 1290.15
[30] valid_0's poisson: -98.8714 valid_0's l2: 1268.78
[31] valid_0's poisson: -99.083 valid_0's l2: 1248.04
[32] valid_0's poisson: -99.2912 valid_0's l2: 1227.59
[33] valid_0's poisson: -99.5003 valid_0's l2: 1207.03
[34] valid_0's poisson: -99.6937 valid_0's l2: 1188.05
[35] valid_0's poisson: -99.8826 valid_0's l2: 1169.68
[36] valid_0's poisson: -100.068 valid_0's l2: 1151.16
[37] valid_0's poisson: -100.253 valid_0's l2: 1132.92
[38] valid_0's poisson: -100.43 valid_0's l2: 1115.62
[39] valid_0's poisson: -100.606 valid_0's l2: 1098.12
[40] valid_0's poisson: -100.774 valid_0's l2: 1081.55
[41] valid_0's poisson: -100.941 valid_0's l2: 1064.96
[42] valid_0's poisson: -101.1 valid_0's l2: 1049.18
[43] valid_0's poisson: -101.26 valid_0's l2: 1033.48
[44] valid_0's poisson: -101.411 valid_0's l2: 1018.73
[45] valid_0's poisson: -101.559 valid_0's l2: 1004.14
[46] valid_0's poisson: -101.706 valid_0's l2: 989.848
[47] valid_0's poisson: -101.846 valid_0's l2: 976.133
[48] valid_0's poisson: -101.986 valid_0's l2: 962.466
[49] valid_0's poisson: -102.122 valid_0's l2: 949.304
[50] valid_0's poisson: -102.256 valid_0's l2: 936.371
[51] valid_0's poisson: -102.382 valid_0's l2: 924.684
[52] valid_0's poisson: -102.51 valid_0's l2: 912.351
[53] valid_0's poisson: -102.633 valid_0's l2: 900.537
[54] valid_0's poisson: -102.752 valid_0's l2: 889.31
[55] valid_0's poisson: -102.87 valid_0's l2: 878.055
[56] valid_0's poisson: -102.987 valid_0's l2: 867.056
[57] valid_0's poisson: -103.1 valid_0's l2: 856.547
[58] valid_0's poisson: -103.208 valid_0's l2: 846.431
[59] valid_0's poisson: -103.317 valid_0's l2: 836.235
[60] valid_0's poisson: -103.421 valid_0's l2: 826.875
[61] valid_0's poisson: -103.523 valid_0's l2: 817.529
[62] valid_0's poisson: -103.622 valid_0's l2: 808.457
[63] valid_0's poisson: -103.72 valid_0's l2: 799.407
[64] valid_0's poisson: -103.817 valid_0's l2: 790.553
[65] valid_0's poisson: -103.911 valid_0's l2: 781.861
[66] valid_0's poisson: -104.002 valid_0's l2: 773.742
[67] valid_0's poisson: -104.097 valid_0's l2: 765.295
[68] valid_0's poisson: -104.184 valid_0's l2: 757.459
[69] valid_0's poisson: -104.276 valid_0's l2: 749.389
[70] valid_0's poisson: -104.359 valid_0's l2: 741.887
[71] valid_0's poisson: -104.446 valid_0's l2: 734.294
[72] valid_0's poisson: -104.526 valid_0's l2: 727.238
[73] valid_0's poisson: -104.608 valid_0's l2: 720.256
[74] valid_0's poisson: -104.692 valid_0's l2: 712.812
[75] valid_0's poisson: -104.767 valid_0's l2: 706.211
[76] valid_0's poisson: -104.847 valid_0's l2: 699.179
[77] valid_0's poisson: -104.922 valid_0's l2: 692.918
[78] valid_0's poisson: -104.999 valid_0's l2: 686.136
[79] valid_0's poisson: -105.073 valid_0's l2: 679.663
[80] valid_0's poisson: -105.141 valid_0's l2: 673.803
[81] valid_0's poisson: -105.214 valid_0's l2: 667.694
[82] valid_0's poisson: -105.28 valid_0's l2: 662.063
[83] valid_0's poisson: -105.35 valid_0's l2: 656.122
[84] valid_0's poisson: -105.412 valid_0's l2: 650.86
[85] valid_0's poisson: -105.478 valid_0's l2: 645.182
[86] valid_0's poisson: -105.539 valid_0's l2: 639.836
[87] valid_0's poisson: -105.602 valid_0's l2: 634.643
[88] valid_0's poisson: -105.66 valid_0's l2: 629.553
[89] valid_0's poisson: -105.721 valid_0's l2: 624.426
[90] valid_0's poisson: -105.78 valid_0's l2: 619.581
[91] valid_0's poisson: -105.834 valid_0's l2: 614.76
[92] valid_0's poisson: -105.892 valid_0's l2: 609.982
[93] valid_0's poisson: -105.944 valid_0's l2: 605.323
[94] valid_0's poisson: -106 valid_0's l2: 600.845
[95] valid_0's poisson: -106.054 valid_0's l2: 596.464
[96] valid_0's poisson: -106.106 valid_0's l2: 592.147
[97] valid_0's poisson: -106.154 valid_0's l2: 588.145
[98] valid_0's poisson: -106.203 valid_0's l2: 584.134
[99] valid_0's poisson: -106.252 valid_0's l2: 580.001
[100] valid_0's poisson: -106.3 valid_0's l2: 576.222
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.9294 valid_0's l2: 1558.05
[2] valid_0's poisson: -100.398 valid_0's l2: 1119.24
[3] valid_0's poisson: -103.116 valid_0's l2: 850.418
[4] valid_0's poisson: -104.825 valid_0's l2: 693.137
[5] valid_0's poisson: -106.011 valid_0's l2: 586.817
[6] valid_0's poisson: -106.818 valid_0's l2: 516.498
[7] valid_0's poisson: -107.392 valid_0's l2: 470.539
[8] valid_0's poisson: -107.816 valid_0's l2: 440.147
[9] valid_0's poisson: -108.138 valid_0's l2: 415.361
[10] valid_0's poisson: -108.373 valid_0's l2: 399.598
[11] valid_0's poisson: -108.565 valid_0's l2: 385.806
[12] valid_0's poisson: -108.661 valid_0's l2: 375.515
[13] valid_0's poisson: -108.742 valid_0's l2: 366.608
[14] valid_0's poisson: -108.745 valid_0's l2: 360.292
[15] valid_0's poisson: -108.68 valid_0's l2: 356.045
[16] valid_0's poisson: -108.701 valid_0's l2: 351.671
[17] valid_0's poisson: -108.736 valid_0's l2: 348.128
[18] valid_0's poisson: -108.721 valid_0's l2: 345.409
[19] valid_0's poisson: -108.693 valid_0's l2: 339.838
[20] valid_0's poisson: -108.684 valid_0's l2: 335.217
[21] valid_0's poisson: -108.712 valid_0's l2: 332.311
[22] valid_0's poisson: -108.64 valid_0's l2: 327.597
[23] valid_0's poisson: -108.58 valid_0's l2: 325.913
[24] valid_0's poisson: -108.522 valid_0's l2: 326.078
[25] valid_0's poisson: -108.498 valid_0's l2: 322.356
[26] valid_0's poisson: -108.539 valid_0's l2: 321.86
[27] valid_0's poisson: -108.369 valid_0's l2: 321.95
[28] valid_0's poisson: -108.336 valid_0's l2: 318.919
[29] valid_0's poisson: -108.337 valid_0's l2: 316.437
[30] valid_0's poisson: -108.267 valid_0's l2: 315.348
[31] valid_0's poisson: -108.2 valid_0's l2: 313.066
[32] valid_0's poisson: -108.196 valid_0's l2: 311.273
[33] valid_0's poisson: -108.011 valid_0's l2: 308.289
[34] valid_0's poisson: -108.138 valid_0's l2: 305.935
[35] valid_0's poisson: -108.15 valid_0's l2: 303.819
[36] valid_0's poisson: -108.044 valid_0's l2: 303.052
[37] valid_0's poisson: -108.021 valid_0's l2: 303.206
[38] valid_0's poisson: -107.993 valid_0's l2: 301.407
[39] valid_0's poisson: -107.989 valid_0's l2: 300.073
[40] valid_0's poisson: -107.924 valid_0's l2: 300.194
[41] valid_0's poisson: -107.92 valid_0's l2: 300.698
[42] valid_0's poisson: -107.824 valid_0's l2: 298.311
[43] valid_0's poisson: -107.758 valid_0's l2: 297.121
[44] valid_0's poisson: -107.934 valid_0's l2: 295.875
[45] valid_0's poisson: -107.814 valid_0's l2: 294.795
[46] valid_0's poisson: -107.836 valid_0's l2: 292.548
[47] valid_0's poisson: -107.839 valid_0's l2: 291.621
[48] valid_0's poisson: -107.809 valid_0's l2: 292.021
[49] valid_0's poisson: -107.819 valid_0's l2: 290.555
[50] valid_0's poisson: -107.818 valid_0's l2: 289.967
[51] valid_0's poisson: -107.855 valid_0's l2: 288.952
[52] valid_0's poisson: -107.914 valid_0's l2: 287.699
[53] valid_0's poisson: -107.91 valid_0's l2: 287.933
[54] valid_0's poisson: -107.77 valid_0's l2: 286.19
[55] valid_0's poisson: -107.848 valid_0's l2: 286.116
[56] valid_0's poisson: -107.795 valid_0's l2: 285.846
[57] valid_0's poisson: -107.678 valid_0's l2: 284.8
[58] valid_0's poisson: -107.679 valid_0's l2: 284.355
[59] valid_0's poisson: -107.682 valid_0's l2: 283.528
[60] valid_0's poisson: -107.679 valid_0's l2: 281.953
[61] valid_0's poisson: -107.619 valid_0's l2: 281.42
[62] valid_0's poisson: -107.662 valid_0's l2: 281.034
[63] valid_0's poisson: -107.67 valid_0's l2: 281.171
[64] valid_0's poisson: -107.629 valid_0's l2: 280.603
[65] valid_0's poisson: -107.453 valid_0's l2: 280.107
[66] valid_0's poisson: -107.394 valid_0's l2: 279.986
[67] valid_0's poisson: -107.402 valid_0's l2: 278.699
[68] valid_0's poisson: -107.402 valid_0's l2: 278.39
[69] valid_0's poisson: -107.253 valid_0's l2: 277.684
[70] valid_0's poisson: -107.254 valid_0's l2: 277.524
[71] valid_0's poisson: -107.086 valid_0's l2: 276.46
[72] valid_0's poisson: -107.146 valid_0's l2: 275.368
[73] valid_0's poisson: -107.238 valid_0's l2: 275.347
[74] valid_0's poisson: -107.13 valid_0's l2: 274.624
[75] valid_0's poisson: -107.388 valid_0's l2: 274.498
[76] valid_0's poisson: -107.294 valid_0's l2: 274.641
[77] valid_0's poisson: -107.224 valid_0's l2: 273.993
[78] valid_0's poisson: -107.277 valid_0's l2: 273.771
[79] valid_0's poisson: -107.297 valid_0's l2: 273.402
[80] valid_0's poisson: -107.306 valid_0's l2: 272.139
[81] valid_0's poisson: -107.393 valid_0's l2: 271.494
[82] valid_0's poisson: -107.386 valid_0's l2: 270.598
[83] valid_0's poisson: -107.314 valid_0's l2: 271.042
[84] valid_0's poisson: -107.35 valid_0's l2: 271.054
[85] valid_0's poisson: -107.402 valid_0's l2: 269.475
[86] valid_0's poisson: -107.342 valid_0's l2: 269.017
[87] valid_0's poisson: -107.37 valid_0's l2: 269.048
[88] valid_0's poisson: -107.336 valid_0's l2: 268.991
[89] valid_0's poisson: -107.368 valid_0's l2: 269.119
[90] valid_0's poisson: -107.397 valid_0's l2: 268.961
[91] valid_0's poisson: -107.461 valid_0's l2: 269.172
[92] valid_0's poisson: -107.466 valid_0's l2: 269.258
[93] valid_0's poisson: -107.423 valid_0's l2: 269.099
[94] valid_0's poisson: -107.409 valid_0's l2: 268.585
[95] valid_0's poisson: -107.436 valid_0's l2: 268.501
[96] valid_0's poisson: -107.356 valid_0's l2: 268.518
[97] valid_0's poisson: -107.332 valid_0's l2: 268.641
[98] valid_0's poisson: -107.327 valid_0's l2: 268.717
[99] valid_0's poisson: -107.327 valid_0's l2: 268.735
[100] valid_0's poisson: -107.328 valid_0's l2: 268.637
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.8623 valid_0's l2: 1555.55
[2] valid_0's poisson: -100.439 valid_0's l2: 1104.73
[3] valid_0's poisson: -103.066 valid_0's l2: 841.802
[4] valid_0's poisson: -104.784 valid_0's l2: 682.679
[5] valid_0's poisson: -105.958 valid_0's l2: 577.621
[6] valid_0's poisson: -106.786 valid_0's l2: 511.1
[7] valid_0's poisson: -107.389 valid_0's l2: 465.978
[8] valid_0's poisson: -107.795 valid_0's l2: 437.12
[9] valid_0's poisson: -108.119 valid_0's l2: 411.045
[10] valid_0's poisson: -108.407 valid_0's l2: 392.916
[11] valid_0's poisson: -108.61 valid_0's l2: 376.918
[12] valid_0's poisson: -108.699 valid_0's l2: 366.856
[13] valid_0's poisson: -108.664 valid_0's l2: 361.768
[14] valid_0's poisson: -108.681 valid_0's l2: 355.688
[15] valid_0's poisson: -108.766 valid_0's l2: 347.906
[16] valid_0's poisson: -108.792 valid_0's l2: 345.645
[17] valid_0's poisson: -108.81 valid_0's l2: 342.579
[18] valid_0's poisson: -108.823 valid_0's l2: 340.789
[19] valid_0's poisson: -108.756 valid_0's l2: 338.449
[20] valid_0's poisson: -108.646 valid_0's l2: 335.514
[21] valid_0's poisson: -108.578 valid_0's l2: 333.465
[22] valid_0's poisson: -108.564 valid_0's l2: 330.619
[23] valid_0's poisson: -108.514 valid_0's l2: 328.288
[24] valid_0's poisson: -108.53 valid_0's l2: 325.358
[25] valid_0's poisson: -108.42 valid_0's l2: 323.712
[26] valid_0's poisson: -108.408 valid_0's l2: 320.486
[27] valid_0's poisson: -108.322 valid_0's l2: 320.11
[28] valid_0's poisson: -108.302 valid_0's l2: 318.032
[29] valid_0's poisson: -108.239 valid_0's l2: 317.017
[30] valid_0's poisson: -108.238 valid_0's l2: 315.406
[31] valid_0's poisson: -108.239 valid_0's l2: 315.144
[32] valid_0's poisson: -108.122 valid_0's l2: 313.536
[33] valid_0's poisson: -108.09 valid_0's l2: 314.019
[34] valid_0's poisson: -107.988 valid_0's l2: 313.79
[35] valid_0's poisson: -108.086 valid_0's l2: 311.633
[36] valid_0's poisson: -108.055 valid_0's l2: 306.195
[37] valid_0's poisson: -107.936 valid_0's l2: 304.945
[38] valid_0's poisson: -107.885 valid_0's l2: 304.834
[39] valid_0's poisson: -107.831 valid_0's l2: 305.066
[40] valid_0's poisson: -107.777 valid_0's l2: 305.008
[41] valid_0's poisson: -107.651 valid_0's l2: 301.68
[42] valid_0's poisson: -107.766 valid_0's l2: 298.94
[43] valid_0's poisson: -107.742 valid_0's l2: 298.7
[44] valid_0's poisson: -107.704 valid_0's l2: 298.155
[45] valid_0's poisson: -107.765 valid_0's l2: 296.51
[46] valid_0's poisson: -107.767 valid_0's l2: 295.828
[47] valid_0's poisson: -107.683 valid_0's l2: 295.686
[48] valid_0's poisson: -107.675 valid_0's l2: 293.991
[49] valid_0's poisson: -107.658 valid_0's l2: 294.096
[50] valid_0's poisson: -107.651 valid_0's l2: 294.074
[51] valid_0's poisson: -107.654 valid_0's l2: 293.191
[52] valid_0's poisson: -107.667 valid_0's l2: 292.88
[53] valid_0's poisson: -107.61 valid_0's l2: 292.835
[54] valid_0's poisson: -107.587 valid_0's l2: 292.99
[55] valid_0's poisson: -107.619 valid_0's l2: 292.682
[56] valid_0's poisson: -107.635 valid_0's l2: 292.502
[57] valid_0's poisson: -107.652 valid_0's l2: 292.042
[58] valid_0's poisson: -107.644 valid_0's l2: 291.622
[59] valid_0's poisson: -107.594 valid_0's l2: 290.92
[60] valid_0's poisson: -107.581 valid_0's l2: 289.245
[61] valid_0's poisson: -107.591 valid_0's l2: 289.486
[62] valid_0's poisson: -107.521 valid_0's l2: 288.234
[63] valid_0's poisson: -107.48 valid_0's l2: 287.985
[64] valid_0's poisson: -107.402 valid_0's l2: 286.517
[65] valid_0's poisson: -107.429 valid_0's l2: 285.685
[66] valid_0's poisson: -107.476 valid_0's l2: 284.906
[67] valid_0's poisson: -107.455 valid_0's l2: 285.294
[68] valid_0's poisson: -107.489 valid_0's l2: 284.167
[69] valid_0's poisson: -107.528 valid_0's l2: 283.259
[70] valid_0's poisson: -107.52 valid_0's l2: 283.209
[71] valid_0's poisson: -107.383 valid_0's l2: 282.622
[72] valid_0's poisson: -107.428 valid_0's l2: 282.725
[73] valid_0's poisson: -107.448 valid_0's l2: 282.41
[74] valid_0's poisson: -107.493 valid_0's l2: 282.009
[75] valid_0's poisson: -107.463 valid_0's l2: 281.828
[76] valid_0's poisson: -107.434 valid_0's l2: 281.409
[77] valid_0's poisson: -107.439 valid_0's l2: 281.376
[78] valid_0's poisson: -107.421 valid_0's l2: 280.059
[79] valid_0's poisson: -107.384 valid_0's l2: 280.414
[80] valid_0's poisson: -107.386 valid_0's l2: 280.42
[81] valid_0's poisson: -107.365 valid_0's l2: 280.397
[82] valid_0's poisson: -107.377 valid_0's l2: 280.676
[83] valid_0's poisson: -107.355 valid_0's l2: 280.768
[84] valid_0's poisson: -107.391 valid_0's l2: 280.972
[85] valid_0's poisson: -107.454 valid_0's l2: 280.934
[86] valid_0's poisson: -107.429 valid_0's l2: 280.766
[87] valid_0's poisson: -107.456 valid_0's l2: 280.654
[88] valid_0's poisson: -107.415 valid_0's l2: 280.542
[89] valid_0's poisson: -107.407 valid_0's l2: 280.486
[90] valid_0's poisson: -107.412 valid_0's l2: 279.859
[91] valid_0's poisson: -107.391 valid_0's l2: 280.032
[92] valid_0's poisson: -107.388 valid_0's l2: 279.509
[93] valid_0's poisson: -107.414 valid_0's l2: 279.37
[94] valid_0's poisson: -107.411 valid_0's l2: 279.58
[95] valid_0's poisson: -107.412 valid_0's l2: 279.727
[96] valid_0's poisson: -107.489 valid_0's l2: 279.325
[97] valid_0's poisson: -107.461 valid_0's l2: 279.47
[98] valid_0's poisson: -107.42 valid_0's l2: 278.737
[99] valid_0's poisson: -107.421 valid_0's l2: 278.62
[100] valid_0's poisson: -107.435 valid_0's l2: 278.555
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.9917 valid_0's l2: 1546.32
[2] valid_0's poisson: -100.482 valid_0's l2: 1099.38
[3] valid_0's poisson: -103.116 valid_0's l2: 834.138
[4] valid_0's poisson: -104.823 valid_0's l2: 670.664
[5] valid_0's poisson: -105.973 valid_0's l2: 570.623
[6] valid_0's poisson: -106.851 valid_0's l2: 499.123
[7] valid_0's poisson: -107.439 valid_0's l2: 452.042
[8] valid_0's poisson: -107.897 valid_0's l2: 422.169
[9] valid_0's poisson: -108.161 valid_0's l2: 402.527
[10] valid_0's poisson: -108.408 valid_0's l2: 387.649
[11] valid_0's poisson: -108.623 valid_0's l2: 371.221
[12] valid_0's poisson: -108.694 valid_0's l2: 360.192
[13] valid_0's poisson: -108.786 valid_0's l2: 353.804
[14] valid_0's poisson: -108.805 valid_0's l2: 347.669
[15] valid_0's poisson: -108.788 valid_0's l2: 342.264
[16] valid_0's poisson: -108.729 valid_0's l2: 338.569
[17] valid_0's poisson: -108.798 valid_0's l2: 334.781
[18] valid_0's poisson: -108.643 valid_0's l2: 333.933
[19] valid_0's poisson: -108.626 valid_0's l2: 330.958
[20] valid_0's poisson: -108.619 valid_0's l2: 330.204
[21] valid_0's poisson: -108.505 valid_0's l2: 329.056
[22] valid_0's poisson: -108.513 valid_0's l2: 323.246
[23] valid_0's poisson: -108.478 valid_0's l2: 321.314
[24] valid_0's poisson: -108.47 valid_0's l2: 318.454
[25] valid_0's poisson: -108.48 valid_0's l2: 316.266
[26] valid_0's poisson: -108.377 valid_0's l2: 315.315
[27] valid_0's poisson: -108.281 valid_0's l2: 313.534
[28] valid_0's poisson: -108.328 valid_0's l2: 311.774
[29] valid_0's poisson: -108.279 valid_0's l2: 311.497
[30] valid_0's poisson: -108.365 valid_0's l2: 310.184
[31] valid_0's poisson: -108.323 valid_0's l2: 309.599
[32] valid_0's poisson: -108.227 valid_0's l2: 307.494
[33] valid_0's poisson: -108.22 valid_0's l2: 306.904
[34] valid_0's poisson: -108.22 valid_0's l2: 304.589
[35] valid_0's poisson: -108.198 valid_0's l2: 302.788
[36] valid_0's poisson: -108.073 valid_0's l2: 302.104
[37] valid_0's poisson: -108.097 valid_0's l2: 301.399
[38] valid_0's poisson: -107.86 valid_0's l2: 299.096
[39] valid_0's poisson: -107.739 valid_0's l2: 299.97
[40] valid_0's poisson: -107.76 valid_0's l2: 298.297
[41] valid_0's poisson: -107.83 valid_0's l2: 296.39
[42] valid_0's poisson: -107.965 valid_0's l2: 296.109
[43] valid_0's poisson: -107.899 valid_0's l2: 296.488
[44] valid_0's poisson: -107.936 valid_0's l2: 296.207
[45] valid_0's poisson: -107.751 valid_0's l2: 295.891
[46] valid_0's poisson: -107.638 valid_0's l2: 294.084
[47] valid_0's poisson: -107.669 valid_0's l2: 293.395
[48] valid_0's poisson: -107.664 valid_0's l2: 292.047
[49] valid_0's poisson: -107.606 valid_0's l2: 293.093
[50] valid_0's poisson: -107.644 valid_0's l2: 292.713
[51] valid_0's poisson: -107.697 valid_0's l2: 292.244
[52] valid_0's poisson: -107.695 valid_0's l2: 291.855
[53] valid_0's poisson: -107.636 valid_0's l2: 291.058
[54] valid_0's poisson: -107.614 valid_0's l2: 289.88
[55] valid_0's poisson: -107.842 valid_0's l2: 289.44
[56] valid_0's poisson: -107.805 valid_0's l2: 288.534
[57] valid_0's poisson: -107.674 valid_0's l2: 288.752
[58] valid_0's poisson: -107.667 valid_0's l2: 288.683
[59] valid_0's poisson: -107.76 valid_0's l2: 288.633
[60] valid_0's poisson: -107.75 valid_0's l2: 287.806
[61] valid_0's poisson: -107.769 valid_0's l2: 287.727
[62] valid_0's poisson: -107.768 valid_0's l2: 287.714
[63] valid_0's poisson: -107.817 valid_0's l2: 287.785
[64] valid_0's poisson: -107.798 valid_0's l2: 286.254
[65] valid_0's poisson: -107.848 valid_0's l2: 285.941
[66] valid_0's poisson: -107.814 valid_0's l2: 286.193
[67] valid_0's poisson: -107.783 valid_0's l2: 284.537
[68] valid_0's poisson: -107.78 valid_0's l2: 284.782
[69] valid_0's poisson: -107.786 valid_0's l2: 284.45
[70] valid_0's poisson: -107.762 valid_0's l2: 283.564
[71] valid_0's poisson: -107.763 valid_0's l2: 283.398
[72] valid_0's poisson: -107.75 valid_0's l2: 283.127
[73] valid_0's poisson: -107.741 valid_0's l2: 282.312
[74] valid_0's poisson: -107.743 valid_0's l2: 281.176
[75] valid_0's poisson: -107.744 valid_0's l2: 281.214
[76] valid_0's poisson: -107.697 valid_0's l2: 280.22
[77] valid_0's poisson: -107.707 valid_0's l2: 279.676
[78] valid_0's poisson: -107.655 valid_0's l2: 278.769
[79] valid_0's poisson: -107.607 valid_0's l2: 277.802
[80] valid_0's poisson: -107.597 valid_0's l2: 277.934
[81] valid_0's poisson: -107.605 valid_0's l2: 277.407
[82] valid_0's poisson: -107.563 valid_0's l2: 277.158
[83] valid_0's poisson: -107.625 valid_0's l2: 276.771
[84] valid_0's poisson: -107.601 valid_0's l2: 276.593
[85] valid_0's poisson: -107.582 valid_0's l2: 277
[86] valid_0's poisson: -107.587 valid_0's l2: 275.478
[87] valid_0's poisson: -107.476 valid_0's l2: 275.465
[88] valid_0's poisson: -107.472 valid_0's l2: 275.43
[89] valid_0's poisson: -107.485 valid_0's l2: 274.391
[90] valid_0's poisson: -107.369 valid_0's l2: 274.374
[91] valid_0's poisson: -107.336 valid_0's l2: 274.451
[92] valid_0's poisson: -107.314 valid_0's l2: 273.909
[93] valid_0's poisson: -107.213 valid_0's l2: 273.712
[94] valid_0's poisson: -107.238 valid_0's l2: 273.763
[95] valid_0's poisson: -107.259 valid_0's l2: 273.89
[96] valid_0's poisson: -107.331 valid_0's l2: 274.491
[97] valid_0's poisson: -107.241 valid_0's l2: 273.727
[98] valid_0's poisson: -107.354 valid_0's l2: 273.595
[99] valid_0's poisson: -107.349 valid_0's l2: 273.423
[100] valid_0's poisson: -107.243 valid_0's l2: 272.804
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -96.043 valid_0's l2: 1543.69
[2] valid_0's poisson: -100.472 valid_0's l2: 1106.11
[3] valid_0's poisson: -103.175 valid_0's l2: 834.589
[4] valid_0's poisson: -104.838 valid_0's l2: 675.816
[5] valid_0's poisson: -105.984 valid_0's l2: 575.922
[6] valid_0's poisson: -106.761 valid_0's l2: 513.244
[7] valid_0's poisson: -107.395 valid_0's l2: 469.456
[8] valid_0's poisson: -107.8 valid_0's l2: 437.367
[9] valid_0's poisson: -108.125 valid_0's l2: 418.137
[10] valid_0's poisson: -108.359 valid_0's l2: 401.839
[11] valid_0's poisson: -108.517 valid_0's l2: 387.069
[12] valid_0's poisson: -108.648 valid_0's l2: 374.425
[13] valid_0's poisson: -108.722 valid_0's l2: 367.429
[14] valid_0's poisson: -108.774 valid_0's l2: 361.6
[15] valid_0's poisson: -108.819 valid_0's l2: 355.822
[16] valid_0's poisson: -108.776 valid_0's l2: 351.276
[17] valid_0's poisson: -108.755 valid_0's l2: 349.18
[18] valid_0's poisson: -108.777 valid_0's l2: 344.667
[19] valid_0's poisson: -108.599 valid_0's l2: 342.274
[20] valid_0's poisson: -108.475 valid_0's l2: 340.797
[21] valid_0's poisson: -108.553 valid_0's l2: 338.535
[22] valid_0's poisson: -108.447 valid_0's l2: 337.525
[23] valid_0's poisson: -108.416 valid_0's l2: 333.877
[24] valid_0's poisson: -108.217 valid_0's l2: 330.884
[25] valid_0's poisson: -108.213 valid_0's l2: 329.578
[26] valid_0's poisson: -108.192 valid_0's l2: 326.85
[27] valid_0's poisson: -108.183 valid_0's l2: 324.681
[28] valid_0's poisson: -108.105 valid_0's l2: 319.323
[29] valid_0's poisson: -108.093 valid_0's l2: 318.157
[30] valid_0's poisson: -108.054 valid_0's l2: 314.728
[31] valid_0's poisson: -108.011 valid_0's l2: 310.616
[32] valid_0's poisson: -108.011 valid_0's l2: 310.37
[33] valid_0's poisson: -108.035 valid_0's l2: 309.681
[34] valid_0's poisson: -108.043 valid_0's l2: 308.782
[35] valid_0's poisson: -108.049 valid_0's l2: 307.527
[36] valid_0's poisson: -108.044 valid_0's l2: 306.714
[37] valid_0's poisson: -108.038 valid_0's l2: 304.531
[38] valid_0's poisson: -107.931 valid_0's l2: 304.498
[39] valid_0's poisson: -107.944 valid_0's l2: 303.157
[40] valid_0's poisson: -107.982 valid_0's l2: 302.289
[41] valid_0's poisson: -107.983 valid_0's l2: 300.332
[42] valid_0's poisson: -107.988 valid_0's l2: 298.025
[43] valid_0's poisson: -107.964 valid_0's l2: 296.534
[44] valid_0's poisson: -108.003 valid_0's l2: 295.788
[45] valid_0's poisson: -107.99 valid_0's l2: 295.791
[46] valid_0's poisson: -108.11 valid_0's l2: 294.659
[47] valid_0's poisson: -108.089 valid_0's l2: 294.104
[48] valid_0's poisson: -108.096 valid_0's l2: 293.59
[49] valid_0's poisson: -107.976 valid_0's l2: 292.738
[50] valid_0's poisson: -107.919 valid_0's l2: 292.087
[51] valid_0's poisson: -107.958 valid_0's l2: 292.298
[52] valid_0's poisson: -107.924 valid_0's l2: 291.651
[53] valid_0's poisson: -107.925 valid_0's l2: 291.385
[54] valid_0's poisson: -107.96 valid_0's l2: 288.355
[55] valid_0's poisson: -107.955 valid_0's l2: 287.926
[56] valid_0's poisson: -108.013 valid_0's l2: 287.962
[57] valid_0's poisson: -108.057 valid_0's l2: 287.59
[58] valid_0's poisson: -108.043 valid_0's l2: 287.432
[59] valid_0's poisson: -108.028 valid_0's l2: 286.316
[60] valid_0's poisson: -108.011 valid_0's l2: 285.334
[61] valid_0's poisson: -107.989 valid_0's l2: 285.352
[62] valid_0's poisson: -107.966 valid_0's l2: 284.902
[63] valid_0's poisson: -107.758 valid_0's l2: 284.246
[64] valid_0's poisson: -107.881 valid_0's l2: 284.096
[65] valid_0's poisson: -107.83 valid_0's l2: 283.235
[66] valid_0's poisson: -107.814 valid_0's l2: 282.714
[67] valid_0's poisson: -107.816 valid_0's l2: 282.958
[68] valid_0's poisson: -107.821 valid_0's l2: 282.732
[69] valid_0's poisson: -107.78 valid_0's l2: 281.604
[70] valid_0's poisson: -107.741 valid_0's l2: 279.517
[71] valid_0's poisson: -107.805 valid_0's l2: 278.926
[72] valid_0's poisson: -107.757 valid_0's l2: 278.565
[73] valid_0's poisson: -107.771 valid_0's l2: 278.415
[74] valid_0's poisson: -107.867 valid_0's l2: 278
[75] valid_0's poisson: -107.839 valid_0's l2: 277.703
[76] valid_0's poisson: -107.759 valid_0's l2: 277.55
[77] valid_0's poisson: -107.736 valid_0's l2: 277.926
[78] valid_0's poisson: -107.721 valid_0's l2: 276.799
[79] valid_0's poisson: -107.82 valid_0's l2: 276.688
[80] valid_0's poisson: -107.721 valid_0's l2: 276.644
[81] valid_0's poisson: -107.734 valid_0's l2: 276.659
[82] valid_0's poisson: -107.835 valid_0's l2: 276.545
[83] valid_0's poisson: -107.805 valid_0's l2: 275.834
[84] valid_0's poisson: -107.805 valid_0's l2: 275.734
[85] valid_0's poisson: -107.803 valid_0's l2: 276.145
[86] valid_0's poisson: -107.777 valid_0's l2: 275.904
[87] valid_0's poisson: -107.741 valid_0's l2: 275.719
[88] valid_0's poisson: -107.648 valid_0's l2: 275.705
[89] valid_0's poisson: -107.642 valid_0's l2: 275.744
[90] valid_0's poisson: -107.659 valid_0's l2: 276.113
[91] valid_0's poisson: -107.672 valid_0's l2: 276.167
[92] valid_0's poisson: -107.663 valid_0's l2: 276.384
[93] valid_0's poisson: -107.556 valid_0's l2: 275.918
[94] valid_0's poisson: -107.569 valid_0's l2: 275.046
[95] valid_0's poisson: -107.591 valid_0's l2: 274.202
[96] valid_0's poisson: -107.598 valid_0's l2: 273.714
[97] valid_0's poisson: -107.651 valid_0's l2: 273.636
[98] valid_0's poisson: -107.641 valid_0's l2: 273.21
[99] valid_0's poisson: -107.648 valid_0's l2: 272.779
[100] valid_0's poisson: -107.554 valid_0's l2: 272.137
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.959 valid_0's l2: 1549.35
[2] valid_0's poisson: -100.437 valid_0's l2: 1104.47
[3] valid_0's poisson: -103.157 valid_0's l2: 839.783
[4] valid_0's poisson: -104.867 valid_0's l2: 672.305
[5] valid_0's poisson: -106.019 valid_0's l2: 569.757
[6] valid_0's poisson: -106.774 valid_0's l2: 508.998
[7] valid_0's poisson: -107.368 valid_0's l2: 467.114
[8] valid_0's poisson: -107.83 valid_0's l2: 433.111
[9] valid_0's poisson: -108.164 valid_0's l2: 410.403
[10] valid_0's poisson: -108.377 valid_0's l2: 390.162
[11] valid_0's poisson: -108.538 valid_0's l2: 375.111
[12] valid_0's poisson: -108.657 valid_0's l2: 366.811
[13] valid_0's poisson: -108.67 valid_0's l2: 360.774
[14] valid_0's poisson: -108.603 valid_0's l2: 355.667
[15] valid_0's poisson: -108.645 valid_0's l2: 353.218
[16] valid_0's poisson: -108.677 valid_0's l2: 350.023
[17] valid_0's poisson: -108.576 valid_0's l2: 346.844
[18] valid_0's poisson: -108.429 valid_0's l2: 342.255
[19] valid_0's poisson: -108.301 valid_0's l2: 339.342
[20] valid_0's poisson: -108.348 valid_0's l2: 336.576
[21] valid_0's poisson: -108.268 valid_0's l2: 335.359
[22] valid_0's poisson: -108.215 valid_0's l2: 333.429
[23] valid_0's poisson: -108.264 valid_0's l2: 330.965
[24] valid_0's poisson: -108.222 valid_0's l2: 326.912
[25] valid_0's poisson: -108.159 valid_0's l2: 326.328
[26] valid_0's poisson: -107.958 valid_0's l2: 323.697
[27] valid_0's poisson: -107.968 valid_0's l2: 323.652
[28] valid_0's poisson: -108.002 valid_0's l2: 322.241
[29] valid_0's poisson: -108.111 valid_0's l2: 320.658
[30] valid_0's poisson: -108.066 valid_0's l2: 318.16
[31] valid_0's poisson: -108.061 valid_0's l2: 317.968
[32] valid_0's poisson: -107.905 valid_0's l2: 316.347
[33] valid_0's poisson: -107.923 valid_0's l2: 312.343
[34] valid_0's poisson: -108 valid_0's l2: 310.414
[35] valid_0's poisson: -108.011 valid_0's l2: 309.992
[36] valid_0's poisson: -108.016 valid_0's l2: 306.831
[37] valid_0's poisson: -107.895 valid_0's l2: 305.398
[38] valid_0's poisson: -107.859 valid_0's l2: 304.327
[39] valid_0's poisson: -107.846 valid_0's l2: 304.193
[40] valid_0's poisson: -107.85 valid_0's l2: 301.854
[41] valid_0's poisson: -107.847 valid_0's l2: 300.167
[42] valid_0's poisson: -107.71 valid_0's l2: 298.867
[43] valid_0's poisson: -107.718 valid_0's l2: 298.461
[44] valid_0's poisson: -107.593 valid_0's l2: 298.025
[45] valid_0's poisson: -107.545 valid_0's l2: 297.617
[46] valid_0's poisson: -107.556 valid_0's l2: 296.175
[47] valid_0's poisson: -107.561 valid_0's l2: 296.144
[48] valid_0's poisson: -107.552 valid_0's l2: 294.055
[49] valid_0's poisson: -107.567 valid_0's l2: 294.896
[50] valid_0's poisson: -107.565 valid_0's l2: 294.07
[51] valid_0's poisson: -107.558 valid_0's l2: 293.199
[52] valid_0's poisson: -107.558 valid_0's l2: 292.887
[53] valid_0's poisson: -107.569 valid_0's l2: 292.699
[54] valid_0's poisson: -107.576 valid_0's l2: 292.702
[55] valid_0's poisson: -107.576 valid_0's l2: 291.975
[56] valid_0's poisson: -107.555 valid_0's l2: 291.286
[57] valid_0's poisson: -107.546 valid_0's l2: 290.765
[58] valid_0's poisson: -107.512 valid_0's l2: 290.093
[59] valid_0's poisson: -107.499 valid_0's l2: 289.352
[60] valid_0's poisson: -107.496 valid_0's l2: 287.351
[61] valid_0's poisson: -107.477 valid_0's l2: 286.078
[62] valid_0's poisson: -107.548 valid_0's l2: 284.521
[63] valid_0's poisson: -107.609 valid_0's l2: 282.985
[64] valid_0's poisson: -107.582 valid_0's l2: 282.526
[65] valid_0's poisson: -107.584 valid_0's l2: 282.36
[66] valid_0's poisson: -107.625 valid_0's l2: 281.665
[67] valid_0's poisson: -107.617 valid_0's l2: 281.225
[68] valid_0's poisson: -107.566 valid_0's l2: 281.623
[69] valid_0's poisson: -107.64 valid_0's l2: 281.158
[70] valid_0's poisson: -107.513 valid_0's l2: 280.741
[71] valid_0's poisson: -107.503 valid_0's l2: 280.224
[72] valid_0's poisson: -107.192 valid_0's l2: 279.341
[73] valid_0's poisson: -107.196 valid_0's l2: 279.564
[74] valid_0's poisson: -107.232 valid_0's l2: 279.483
[75] valid_0's poisson: -107.284 valid_0's l2: 278.79
[76] valid_0's poisson: -107.285 valid_0's l2: 278.594
[77] valid_0's poisson: -107.324 valid_0's l2: 278.679
[78] valid_0's poisson: -107.354 valid_0's l2: 279.052
[79] valid_0's poisson: -107.328 valid_0's l2: 278.96
[80] valid_0's poisson: -107.354 valid_0's l2: 278.79
[81] valid_0's poisson: -107.464 valid_0's l2: 278.952
[82] valid_0's poisson: -107.405 valid_0's l2: 278.568
[83] valid_0's poisson: -107.439 valid_0's l2: 278.089
[84] valid_0's poisson: -107.456 valid_0's l2: 278.106
[85] valid_0's poisson: -107.494 valid_0's l2: 277.786
[86] valid_0's poisson: -107.494 valid_0's l2: 278.133
[87] valid_0's poisson: -107.285 valid_0's l2: 278.035
[88] valid_0's poisson: -107.278 valid_0's l2: 278.775
[89] valid_0's poisson: -107.238 valid_0's l2: 278.713
[90] valid_0's poisson: -107.18 valid_0's l2: 278.762
[91] valid_0's poisson: -107.237 valid_0's l2: 279.179
[92] valid_0's poisson: -107.095 valid_0's l2: 279.399
[93] valid_0's poisson: -107.081 valid_0's l2: 279.534
[94] valid_0's poisson: -107.207 valid_0's l2: 279.113
[95] valid_0's poisson: -107.28 valid_0's l2: 278.783
[96] valid_0's poisson: -107.266 valid_0's l2: 278.509
[97] valid_0's poisson: -107.101 valid_0's l2: 279.311
[98] valid_0's poisson: -107.058 valid_0's l2: 279.148
[99] valid_0's poisson: -107.066 valid_0's l2: 278.8
[100] valid_0's poisson: -107.089 valid_0's l2: 277.883
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.7481 valid_0's l2: 2104.82
[2] valid_0's poisson: -91.8514 valid_0's l2: 1930.26
[3] valid_0's poisson: -93.6244 valid_0's l2: 1774.17
[4] valid_0's poisson: -95.1155 valid_0's l2: 1637.75
[5] valid_0's poisson: -96.4275 valid_0's l2: 1513.6
[6] valid_0's poisson: -97.5456 valid_0's l2: 1405
[7] valid_0's poisson: -98.5238 valid_0's l2: 1310.81
[8] valid_0's poisson: -99.4114 valid_0's l2: 1223.06
[9] valid_0's poisson: -100.181 valid_0's l2: 1148.32
[10] valid_0's poisson: -100.917 valid_0's l2: 1077.31
[11] valid_0's poisson: -101.544 valid_0's l2: 1017.35
[12] valid_0's poisson: -102.122 valid_0's l2: 961.961
[13] valid_0's poisson: -102.636 valid_0's l2: 911.908
[14] valid_0's poisson: -103.112 valid_0's l2: 866.565
[15] valid_0's poisson: -103.546 valid_0's l2: 825.993
[16] valid_0's poisson: -103.935 valid_0's l2: 790.491
[17] valid_0's poisson: -104.288 valid_0's l2: 759.333
[18] valid_0's poisson: -104.612 valid_0's l2: 729.955
[19] valid_0's poisson: -104.943 valid_0's l2: 700.554
[20] valid_0's poisson: -105.24 valid_0's l2: 674.754
[21] valid_0's poisson: -105.5 valid_0's l2: 652.725
[22] valid_0's poisson: -105.758 valid_0's l2: 629.93
[23] valid_0's poisson: -105.979 valid_0's l2: 610.142
[24] valid_0's poisson: -106.192 valid_0's l2: 593.053
[25] valid_0's poisson: -106.394 valid_0's l2: 577.671
[26] valid_0's poisson: -106.58 valid_0's l2: 563.448
[27] valid_0's poisson: -106.74 valid_0's l2: 550.728
[28] valid_0's poisson: -106.893 valid_0's l2: 537.953
[29] valid_0's poisson: -107.031 valid_0's l2: 525.937
[30] valid_0's poisson: -107.161 valid_0's l2: 515.806
[31] valid_0's poisson: -107.275 valid_0's l2: 505.98
[32] valid_0's poisson: -107.401 valid_0's l2: 497
[33] valid_0's poisson: -107.514 valid_0's l2: 488.57
[34] valid_0's poisson: -107.607 valid_0's l2: 480.199
[35] valid_0's poisson: -107.704 valid_0's l2: 473.085
[36] valid_0's poisson: -107.788 valid_0's l2: 464.793
[37] valid_0's poisson: -107.875 valid_0's l2: 458.961
[38] valid_0's poisson: -107.947 valid_0's l2: 452.565
[39] valid_0's poisson: -108.017 valid_0's l2: 445.927
[40] valid_0's poisson: -108.09 valid_0's l2: 440.265
[41] valid_0's poisson: -108.144 valid_0's l2: 434.261
[42] valid_0's poisson: -108.209 valid_0's l2: 429.03
[43] valid_0's poisson: -108.258 valid_0's l2: 424.313
[44] valid_0's poisson: -108.314 valid_0's l2: 420.644
[45] valid_0's poisson: -108.361 valid_0's l2: 416.954
[46] valid_0's poisson: -108.402 valid_0's l2: 413.423
[47] valid_0's poisson: -108.442 valid_0's l2: 410.282
[48] valid_0's poisson: -108.481 valid_0's l2: 407.31
[49] valid_0's poisson: -108.512 valid_0's l2: 403.652
[50] valid_0's poisson: -108.496 valid_0's l2: 401.105
[51] valid_0's poisson: -108.528 valid_0's l2: 398.799
[52] valid_0's poisson: -108.551 valid_0's l2: 396.592
[53] valid_0's poisson: -108.579 valid_0's l2: 393.311
[54] valid_0's poisson: -108.598 valid_0's l2: 391.391
[55] valid_0's poisson: -108.627 valid_0's l2: 388.308
[56] valid_0's poisson: -108.648 valid_0's l2: 386.261
[57] valid_0's poisson: -108.661 valid_0's l2: 384.411
[58] valid_0's poisson: -108.665 valid_0's l2: 383.338
[59] valid_0's poisson: -108.636 valid_0's l2: 381.17
[60] valid_0's poisson: -108.653 valid_0's l2: 379.252
[61] valid_0's poisson: -108.665 valid_0's l2: 377.901
[62] valid_0's poisson: -108.668 valid_0's l2: 376.448
[63] valid_0's poisson: -108.671 valid_0's l2: 374.981
[64] valid_0's poisson: -108.599 valid_0's l2: 373.165
[65] valid_0's poisson: -108.617 valid_0's l2: 371.642
[66] valid_0's poisson: -108.597 valid_0's l2: 370.441
[67] valid_0's poisson: -108.607 valid_0's l2: 369.428
[68] valid_0's poisson: -108.6 valid_0's l2: 368.494
[69] valid_0's poisson: -108.601 valid_0's l2: 367.179
[70] valid_0's poisson: -108.591 valid_0's l2: 366.242
[71] valid_0's poisson: -108.594 valid_0's l2: 365.222
[72] valid_0's poisson: -108.582 valid_0's l2: 364.264
[73] valid_0's poisson: -108.612 valid_0's l2: 362.889
[74] valid_0's poisson: -108.612 valid_0's l2: 361.942
[75] valid_0's poisson: -108.59 valid_0's l2: 360.582
[76] valid_0's poisson: -108.573 valid_0's l2: 359.14
[77] valid_0's poisson: -108.566 valid_0's l2: 358.384
[78] valid_0's poisson: -108.545 valid_0's l2: 357.148
[79] valid_0's poisson: -108.556 valid_0's l2: 356.455
[80] valid_0's poisson: -108.556 valid_0's l2: 355.757
[81] valid_0's poisson: -108.608 valid_0's l2: 354.732
[82] valid_0's poisson: -108.61 valid_0's l2: 354.123
[83] valid_0's poisson: -108.607 valid_0's l2: 353.43
[84] valid_0's poisson: -108.615 valid_0's l2: 352.711
[85] valid_0's poisson: -108.611 valid_0's l2: 352.127
[86] valid_0's poisson: -108.605 valid_0's l2: 351.465
[87] valid_0's poisson: -108.599 valid_0's l2: 350.886
[88] valid_0's poisson: -108.6 valid_0's l2: 350.347
[89] valid_0's poisson: -108.57 valid_0's l2: 349.231
[90] valid_0's poisson: -108.587 valid_0's l2: 348.775
[91] valid_0's poisson: -108.589 valid_0's l2: 348.708
[92] valid_0's poisson: -108.566 valid_0's l2: 348.268
[93] valid_0's poisson: -108.532 valid_0's l2: 347.167
[94] valid_0's poisson: -108.528 valid_0's l2: 346.096
[95] valid_0's poisson: -108.519 valid_0's l2: 345.651
[96] valid_0's poisson: -108.504 valid_0's l2: 344.649
[97] valid_0's poisson: -108.506 valid_0's l2: 343.904
[98] valid_0's poisson: -108.519 valid_0's l2: 343.059
[99] valid_0's poisson: -108.506 valid_0's l2: 342.937
[100] valid_0's poisson: -108.479 valid_0's l2: 342.29
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.7649 valid_0's l2: 2102.74
[2] valid_0's poisson: -91.9245 valid_0's l2: 1923.09
[3] valid_0's poisson: -93.6734 valid_0's l2: 1767.74
[4] valid_0's poisson: -95.1558 valid_0's l2: 1629.66
[5] valid_0's poisson: -96.4299 valid_0's l2: 1508
[6] valid_0's poisson: -97.5973 valid_0's l2: 1395.53
[7] valid_0's poisson: -98.5686 valid_0's l2: 1300.19
[8] valid_0's poisson: -99.4169 valid_0's l2: 1217.43
[9] valid_0's poisson: -100.231 valid_0's l2: 1137.76
[10] valid_0's poisson: -100.949 valid_0's l2: 1066.55
[11] valid_0's poisson: -101.588 valid_0's l2: 1003.62
[12] valid_0's poisson: -102.161 valid_0's l2: 946.596
[13] valid_0's poisson: -102.67 valid_0's l2: 899.244
[14] valid_0's poisson: -103.135 valid_0's l2: 854.982
[15] valid_0's poisson: -103.564 valid_0's l2: 815.342
[16] valid_0's poisson: -103.95 valid_0's l2: 780.237
[17] valid_0's poisson: -104.303 valid_0's l2: 748.401
[18] valid_0's poisson: -104.625 valid_0's l2: 719.473
[19] valid_0's poisson: -104.943 valid_0's l2: 692.835
[20] valid_0's poisson: -105.249 valid_0's l2: 666.812
[21] valid_0's poisson: -105.513 valid_0's l2: 644.506
[22] valid_0's poisson: -105.747 valid_0's l2: 625.157
[23] valid_0's poisson: -105.976 valid_0's l2: 607.221
[24] valid_0's poisson: -106.191 valid_0's l2: 590.207
[25] valid_0's poisson: -106.383 valid_0's l2: 573.838
[26] valid_0's poisson: -106.555 valid_0's l2: 559.596
[27] valid_0's poisson: -106.736 valid_0's l2: 546.062
[28] valid_0's poisson: -106.896 valid_0's l2: 534.439
[29] valid_0's poisson: -107.027 valid_0's l2: 523.443
[30] valid_0's poisson: -107.163 valid_0's l2: 512.901
[31] valid_0's poisson: -107.286 valid_0's l2: 502.056
[32] valid_0's poisson: -107.406 valid_0's l2: 494.093
[33] valid_0's poisson: -107.514 valid_0's l2: 484.591
[34] valid_0's poisson: -107.599 valid_0's l2: 477.64
[35] valid_0's poisson: -107.692 valid_0's l2: 470.63
[36] valid_0's poisson: -107.776 valid_0's l2: 462.702
[37] valid_0's poisson: -107.861 valid_0's l2: 456.218
[38] valid_0's poisson: -107.934 valid_0's l2: 449.386
[39] valid_0's poisson: -108.012 valid_0's l2: 443.774
[40] valid_0's poisson: -108.078 valid_0's l2: 438.277
[41] valid_0's poisson: -108.148 valid_0's l2: 433.664
[42] valid_0's poisson: -108.202 valid_0's l2: 428.746
[43] valid_0's poisson: -108.262 valid_0's l2: 423.793
[44] valid_0's poisson: -108.318 valid_0's l2: 418.959
[45] valid_0's poisson: -108.359 valid_0's l2: 415.058
[46] valid_0's poisson: -108.409 valid_0's l2: 411.059
[47] valid_0's poisson: -108.45 valid_0's l2: 407.584
[48] valid_0's poisson: -108.489 valid_0's l2: 404.566
[49] valid_0's poisson: -108.526 valid_0's l2: 401.533
[50] valid_0's poisson: -108.561 valid_0's l2: 398.474
[51] valid_0's poisson: -108.579 valid_0's l2: 396.451
[52] valid_0's poisson: -108.608 valid_0's l2: 393.954
[53] valid_0's poisson: -108.631 valid_0's l2: 392.184
[54] valid_0's poisson: -108.655 valid_0's l2: 389.577
[55] valid_0's poisson: -108.671 valid_0's l2: 387.833
[56] valid_0's poisson: -108.687 valid_0's l2: 386.071
[57] valid_0's poisson: -108.704 valid_0's l2: 384.213
[58] valid_0's poisson: -108.701 valid_0's l2: 382.347
[59] valid_0's poisson: -108.715 valid_0's l2: 380.73
[60] valid_0's poisson: -108.731 valid_0's l2: 379.045
[61] valid_0's poisson: -108.723 valid_0's l2: 377.578
[62] valid_0's poisson: -108.728 valid_0's l2: 376.358
[63] valid_0's poisson: -108.74 valid_0's l2: 375.404
[64] valid_0's poisson: -108.75 valid_0's l2: 374.242
[65] valid_0's poisson: -108.749 valid_0's l2: 372.857
[66] valid_0's poisson: -108.757 valid_0's l2: 372.048
[67] valid_0's poisson: -108.663 valid_0's l2: 370.743
[68] valid_0's poisson: -108.675 valid_0's l2: 369.44
[69] valid_0's poisson: -108.688 valid_0's l2: 368.92
[70] valid_0's poisson: -108.681 valid_0's l2: 367.947
[71] valid_0's poisson: -108.69 valid_0's l2: 366.812
[72] valid_0's poisson: -108.692 valid_0's l2: 366.33
[73] valid_0's poisson: -108.699 valid_0's l2: 365.327
[74] valid_0's poisson: -108.708 valid_0's l2: 364.159
[75] valid_0's poisson: -108.713 valid_0's l2: 363.295
[76] valid_0's poisson: -108.709 valid_0's l2: 362.411
[77] valid_0's poisson: -108.696 valid_0's l2: 361.772
[78] valid_0's poisson: -108.692 valid_0's l2: 360.818
[79] valid_0's poisson: -108.692 valid_0's l2: 360.365
[80] valid_0's poisson: -108.632 valid_0's l2: 359.89
[81] valid_0's poisson: -108.621 valid_0's l2: 359.05
[82] valid_0's poisson: -108.625 valid_0's l2: 358.224
[83] valid_0's poisson: -108.657 valid_0's l2: 357.684
[84] valid_0's poisson: -108.645 valid_0's l2: 357.125
[85] valid_0's poisson: -108.628 valid_0's l2: 356.579
[86] valid_0's poisson: -108.635 valid_0's l2: 355.592
[87] valid_0's poisson: -108.626 valid_0's l2: 354.911
[88] valid_0's poisson: -108.57 valid_0's l2: 354.694
[89] valid_0's poisson: -108.579 valid_0's l2: 353.85
[90] valid_0's poisson: -108.512 valid_0's l2: 353.449
[91] valid_0's poisson: -108.495 valid_0's l2: 352.95
[92] valid_0's poisson: -108.493 valid_0's l2: 352.229
[93] valid_0's poisson: -108.485 valid_0's l2: 351.948
[94] valid_0's poisson: -108.511 valid_0's l2: 351.496
[95] valid_0's poisson: -108.457 valid_0's l2: 351.061
[96] valid_0's poisson: -108.386 valid_0's l2: 350.499
[97] valid_0's poisson: -108.464 valid_0's l2: 350.295
[98] valid_0's poisson: -108.383 valid_0's l2: 349.91
[99] valid_0's poisson: -108.377 valid_0's l2: 349.087
[100] valid_0's poisson: -108.296 valid_0's l2: 348.453
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.7893 valid_0's l2: 2100.6
[2] valid_0's poisson: -91.9147 valid_0's l2: 1922.99
[3] valid_0's poisson: -93.6886 valid_0's l2: 1766.13
[4] valid_0's poisson: -95.1795 valid_0's l2: 1628.16
[5] valid_0's poisson: -96.4965 valid_0's l2: 1502.47
[6] valid_0's poisson: -97.6146 valid_0's l2: 1394.3
[7] valid_0's poisson: -98.5891 valid_0's l2: 1297.93
[8] valid_0's poisson: -99.4955 valid_0's l2: 1209.31
[9] valid_0's poisson: -100.266 valid_0's l2: 1132.98
[10] valid_0's poisson: -100.972 valid_0's l2: 1062.09
[11] valid_0's poisson: -101.599 valid_0's l2: 999.84
[12] valid_0's poisson: -102.146 valid_0's l2: 948.826
[13] valid_0's poisson: -102.656 valid_0's l2: 899.677
[14] valid_0's poisson: -103.147 valid_0's l2: 854.69
[15] valid_0's poisson: -103.582 valid_0's l2: 813.826
[16] valid_0's poisson: -103.971 valid_0's l2: 778.1
[17] valid_0's poisson: -104.331 valid_0's l2: 745.661
[18] valid_0's poisson: -104.659 valid_0's l2: 716.499
[19] valid_0's poisson: -104.975 valid_0's l2: 690.508
[20] valid_0's poisson: -105.263 valid_0's l2: 666.268
[21] valid_0's poisson: -105.532 valid_0's l2: 643.295
[22] valid_0's poisson: -105.766 valid_0's l2: 624.443
[23] valid_0's poisson: -105.994 valid_0's l2: 604.884
[24] valid_0's poisson: -106.195 valid_0's l2: 587.643
[25] valid_0's poisson: -106.391 valid_0's l2: 571.54
[26] valid_0's poisson: -106.566 valid_0's l2: 556.702
[27] valid_0's poisson: -106.75 valid_0's l2: 543.373
[28] valid_0's poisson: -106.9 valid_0's l2: 531.087
[29] valid_0's poisson: -107.046 valid_0's l2: 519.564
[30] valid_0's poisson: -107.166 valid_0's l2: 509.8
[31] valid_0's poisson: -107.296 valid_0's l2: 500.814
[32] valid_0's poisson: -107.413 valid_0's l2: 492.602
[33] valid_0's poisson: -107.515 valid_0's l2: 484.506
[34] valid_0's poisson: -107.617 valid_0's l2: 476.019
[35] valid_0's poisson: -107.705 valid_0's l2: 467.977
[36] valid_0's poisson: -107.782 valid_0's l2: 461.979
[37] valid_0's poisson: -107.872 valid_0's l2: 455.453
[38] valid_0's poisson: -107.939 valid_0's l2: 449.178
[39] valid_0's poisson: -108.016 valid_0's l2: 443.811
[40] valid_0's poisson: -108.086 valid_0's l2: 437.632
[41] valid_0's poisson: -108.14 valid_0's l2: 432.989
[42] valid_0's poisson: -108.206 valid_0's l2: 427.784
[43] valid_0's poisson: -108.243 valid_0's l2: 423.446
[44] valid_0's poisson: -108.287 valid_0's l2: 419.27
[45] valid_0's poisson: -108.336 valid_0's l2: 416.047
[46] valid_0's poisson: -108.379 valid_0's l2: 412.783
[47] valid_0's poisson: -108.423 valid_0's l2: 408.964
[48] valid_0's poisson: -108.461 valid_0's l2: 405.511
[49] valid_0's poisson: -108.496 valid_0's l2: 402.374
[50] valid_0's poisson: -108.524 valid_0's l2: 399.744
[51] valid_0's poisson: -108.56 valid_0's l2: 396.936
[52] valid_0's poisson: -108.585 valid_0's l2: 395.069
[53] valid_0's poisson: -108.596 valid_0's l2: 392.88
[54] valid_0's poisson: -108.616 valid_0's l2: 390.903
[55] valid_0's poisson: -108.635 valid_0's l2: 389.262
[56] valid_0's poisson: -108.628 valid_0's l2: 386.953
[57] valid_0's poisson: -108.67 valid_0's l2: 384.739
[58] valid_0's poisson: -108.664 valid_0's l2: 383.428
[59] valid_0's poisson: -108.677 valid_0's l2: 382.049
[60] valid_0's poisson: -108.696 valid_0's l2: 380.656
[61] valid_0's poisson: -108.684 valid_0's l2: 379.709
[62] valid_0's poisson: -108.685 valid_0's l2: 378.619
[63] valid_0's poisson: -108.7 valid_0's l2: 377.069
[64] valid_0's poisson: -108.709 valid_0's l2: 376.24
[65] valid_0's poisson: -108.622 valid_0's l2: 375.21
[66] valid_0's poisson: -108.618 valid_0's l2: 374.148
[67] valid_0's poisson: -108.58 valid_0's l2: 372.523
[68] valid_0's poisson: -108.605 valid_0's l2: 371.013
[69] valid_0's poisson: -108.596 valid_0's l2: 369.916
[70] valid_0's poisson: -108.573 valid_0's l2: 368.575
[71] valid_0's poisson: -108.556 valid_0's l2: 367.321
[72] valid_0's poisson: -108.539 valid_0's l2: 366.591
[73] valid_0's poisson: -108.547 valid_0's l2: 365.364
[74] valid_0's poisson: -108.527 valid_0's l2: 364.511
[75] valid_0's poisson: -108.527 valid_0's l2: 363.517
[76] valid_0's poisson: -108.488 valid_0's l2: 362.559
[77] valid_0's poisson: -108.479 valid_0's l2: 361.449
[78] valid_0's poisson: -108.423 valid_0's l2: 360.746
[79] valid_0's poisson: -108.432 valid_0's l2: 359.813
[80] valid_0's poisson: -108.43 valid_0's l2: 359.296
[81] valid_0's poisson: -108.396 valid_0's l2: 358.659
[82] valid_0's poisson: -108.388 valid_0's l2: 358.402
[83] valid_0's poisson: -108.374 valid_0's l2: 357.905
[84] valid_0's poisson: -108.318 valid_0's l2: 357.405
[85] valid_0's poisson: -108.312 valid_0's l2: 356.998
[86] valid_0's poisson: -108.274 valid_0's l2: 356.565
[87] valid_0's poisson: -108.269 valid_0's l2: 355.975
[88] valid_0's poisson: -108.249 valid_0's l2: 354.905
[89] valid_0's poisson: -108.266 valid_0's l2: 354.244
[90] valid_0's poisson: -108.284 valid_0's l2: 353.981
[91] valid_0's poisson: -108.251 valid_0's l2: 353.231
[92] valid_0's poisson: -108.239 valid_0's l2: 352.569
[93] valid_0's poisson: -108.259 valid_0's l2: 352.397
[94] valid_0's poisson: -108.266 valid_0's l2: 352.107
[95] valid_0's poisson: -108.245 valid_0's l2: 351.194
[96] valid_0's poisson: -108.237 valid_0's l2: 350.974
[97] valid_0's poisson: -108.253 valid_0's l2: 350.313
[98] valid_0's poisson: -108.214 valid_0's l2: 349.969
[99] valid_0's poisson: -108.157 valid_0's l2: 349.57
[100] valid_0's poisson: -108.156 valid_0's l2: 349.306
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.819 valid_0's l2: 2099.05
[2] valid_0's poisson: -91.9445 valid_0's l2: 1922.35
[3] valid_0's poisson: -93.7139 valid_0's l2: 1765.46
[4] valid_0's poisson: -95.2089 valid_0's l2: 1626.38
[5] valid_0's poisson: -96.5438 valid_0's l2: 1499.55
[6] valid_0's poisson: -97.6491 valid_0's l2: 1391.43
[7] valid_0's poisson: -98.6285 valid_0's l2: 1295.22
[8] valid_0's poisson: -99.4911 valid_0's l2: 1210.1
[9] valid_0's poisson: -100.257 valid_0's l2: 1135.49
[10] valid_0's poisson: -100.984 valid_0's l2: 1064.81
[11] valid_0's poisson: -101.607 valid_0's l2: 1004.2
[12] valid_0's poisson: -102.18 valid_0's l2: 948.077
[13] valid_0's poisson: -102.705 valid_0's l2: 898.04
[14] valid_0's poisson: -103.165 valid_0's l2: 854.363
[15] valid_0's poisson: -103.59 valid_0's l2: 814.04
[16] valid_0's poisson: -103.982 valid_0's l2: 778.297
[17] valid_0's poisson: -104.336 valid_0's l2: 748.446
[18] valid_0's poisson: -104.662 valid_0's l2: 719.256
[19] valid_0's poisson: -104.983 valid_0's l2: 692.681
[20] valid_0's poisson: -105.274 valid_0's l2: 667.538
[21] valid_0's poisson: -105.549 valid_0's l2: 643.668
[22] valid_0's poisson: -105.791 valid_0's l2: 623.28
[23] valid_0's poisson: -106.02 valid_0's l2: 605.284
[24] valid_0's poisson: -106.227 valid_0's l2: 588.171
[25] valid_0's poisson: -106.412 valid_0's l2: 573.348
[26] valid_0's poisson: -106.588 valid_0's l2: 558.52
[27] valid_0's poisson: -106.745 valid_0's l2: 545.642
[28] valid_0's poisson: -106.899 valid_0's l2: 534.581
[29] valid_0's poisson: -107.036 valid_0's l2: 523.484
[30] valid_0's poisson: -107.163 valid_0's l2: 513.427
[31] valid_0's poisson: -107.289 valid_0's l2: 504.576
[32] valid_0's poisson: -107.4 valid_0's l2: 495.991
[33] valid_0's poisson: -107.507 valid_0's l2: 486.801
[34] valid_0's poisson: -107.608 valid_0's l2: 478.056
[35] valid_0's poisson: -107.71 valid_0's l2: 471.435
[36] valid_0's poisson: -107.792 valid_0's l2: 464.085
[37] valid_0's poisson: -107.877 valid_0's l2: 457.864
[38] valid_0's poisson: -107.944 valid_0's l2: 452.301
[39] valid_0's poisson: -108.015 valid_0's l2: 446.811
[40] valid_0's poisson: -108.082 valid_0's l2: 439.671
[41] valid_0's poisson: -108.151 valid_0's l2: 434.553
[42] valid_0's poisson: -108.196 valid_0's l2: 429.782
[43] valid_0's poisson: -108.255 valid_0's l2: 426.3
[44] valid_0's poisson: -108.303 valid_0's l2: 422.83
[45] valid_0's poisson: -108.351 valid_0's l2: 419.155
[46] valid_0's poisson: -108.395 valid_0's l2: 415.716
[47] valid_0's poisson: -108.43 valid_0's l2: 412.47
[48] valid_0's poisson: -108.475 valid_0's l2: 408.882
[49] valid_0's poisson: -108.509 valid_0's l2: 405.409
[50] valid_0's poisson: -108.536 valid_0's l2: 402.498
[51] valid_0's poisson: -108.568 valid_0's l2: 399.4
[52] valid_0's poisson: -108.6 valid_0's l2: 396.985
[53] valid_0's poisson: -108.626 valid_0's l2: 395.071
[54] valid_0's poisson: -108.647 valid_0's l2: 392.623
[55] valid_0's poisson: -108.668 valid_0's l2: 390.847
[56] valid_0's poisson: -108.693 valid_0's l2: 389.016
[57] valid_0's poisson: -108.697 valid_0's l2: 387.442
[58] valid_0's poisson: -108.694 valid_0's l2: 385.847
[59] valid_0's poisson: -108.707 valid_0's l2: 384.112
[60] valid_0's poisson: -108.708 valid_0's l2: 382.496
[61] valid_0's poisson: -108.719 valid_0's l2: 380.472
[62] valid_0's poisson: -108.725 valid_0's l2: 379.403
[63] valid_0's poisson: -108.74 valid_0's l2: 377.93
[64] valid_0's poisson: -108.756 valid_0's l2: 376.202
[65] valid_0's poisson: -108.746 valid_0's l2: 375.063
[66] valid_0's poisson: -108.736 valid_0's l2: 373.837
[67] valid_0's poisson: -108.71 valid_0's l2: 372.501
[68] valid_0's poisson: -108.71 valid_0's l2: 371.333
[69] valid_0's poisson: -108.722 valid_0's l2: 370.545
[70] valid_0's poisson: -108.715 valid_0's l2: 369.463
[71] valid_0's poisson: -108.674 valid_0's l2: 368.435
[72] valid_0's poisson: -108.663 valid_0's l2: 367.653
[73] valid_0's poisson: -108.644 valid_0's l2: 366.518
[74] valid_0's poisson: -108.659 valid_0's l2: 365.562
[75] valid_0's poisson: -108.621 valid_0's l2: 364.552
[76] valid_0's poisson: -108.653 valid_0's l2: 363.734
[77] valid_0's poisson: -108.658 valid_0's l2: 363.002
[78] valid_0's poisson: -108.662 valid_0's l2: 361.94
[79] valid_0's poisson: -108.67 valid_0's l2: 360.388
[80] valid_0's poisson: -108.665 valid_0's l2: 359.692
[81] valid_0's poisson: -108.672 valid_0's l2: 359.019
[82] valid_0's poisson: -108.617 valid_0's l2: 358.558
[83] valid_0's poisson: -108.62 valid_0's l2: 357.802
[84] valid_0's poisson: -108.623 valid_0's l2: 357.325
[85] valid_0's poisson: -108.621 valid_0's l2: 356.537
[86] valid_0's poisson: -108.571 valid_0's l2: 355.526
[87] valid_0's poisson: -108.542 valid_0's l2: 354.946
[88] valid_0's poisson: -108.541 valid_0's l2: 354.08
[89] valid_0's poisson: -108.542 valid_0's l2: 353.463
[90] valid_0's poisson: -108.544 valid_0's l2: 352.786
[91] valid_0's poisson: -108.532 valid_0's l2: 351.914
[92] valid_0's poisson: -108.472 valid_0's l2: 351.285
[93] valid_0's poisson: -108.421 valid_0's l2: 350.956
[94] valid_0's poisson: -108.282 valid_0's l2: 350.28
[95] valid_0's poisson: -108.283 valid_0's l2: 348.911
[96] valid_0's poisson: -108.259 valid_0's l2: 348.606
[97] valid_0's poisson: -108.255 valid_0's l2: 348.001
[98] valid_0's poisson: -108.19 valid_0's l2: 346.793
[99] valid_0's poisson: -108.193 valid_0's l2: 345.652
[100] valid_0's poisson: -108.179 valid_0's l2: 345.295
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.7612 valid_0's l2: 2102.32
[2] valid_0's poisson: -91.9003 valid_0's l2: 1923.23
[3] valid_0's poisson: -93.6706 valid_0's l2: 1765.62
[4] valid_0's poisson: -95.1709 valid_0's l2: 1626.72
[5] valid_0's poisson: -96.4666 valid_0's l2: 1503.43
[6] valid_0's poisson: -97.5993 valid_0's l2: 1393.31
[7] valid_0's poisson: -98.5699 valid_0's l2: 1298.25
[8] valid_0's poisson: -99.4318 valid_0's l2: 1213.72
[9] valid_0's poisson: -100.239 valid_0's l2: 1135.02
[10] valid_0's poisson: -100.938 valid_0's l2: 1066.37
[11] valid_0's poisson: -101.578 valid_0's l2: 1003.26
[12] valid_0's poisson: -102.14 valid_0's l2: 948.153
[13] valid_0's poisson: -102.662 valid_0's l2: 899.328
[14] valid_0's poisson: -103.145 valid_0's l2: 853.601
[15] valid_0's poisson: -103.581 valid_0's l2: 813.136
[16] valid_0's poisson: -103.972 valid_0's l2: 776.978
[17] valid_0's poisson: -104.328 valid_0's l2: 744.601
[18] valid_0's poisson: -104.646 valid_0's l2: 716.596
[19] valid_0's poisson: -104.965 valid_0's l2: 688.96
[20] valid_0's poisson: -105.263 valid_0's l2: 663.264
[21] valid_0's poisson: -105.515 valid_0's l2: 641.927
[22] valid_0's poisson: -105.772 valid_0's l2: 620.628
[23] valid_0's poisson: -105.989 valid_0's l2: 601.622
[24] valid_0's poisson: -106.198 valid_0's l2: 584.486
[25] valid_0's poisson: -106.4 valid_0's l2: 568.783
[26] valid_0's poisson: -106.58 valid_0's l2: 555.029
[27] valid_0's poisson: -106.74 valid_0's l2: 542.361
[28] valid_0's poisson: -106.884 valid_0's l2: 530.42
[29] valid_0's poisson: -107.029 valid_0's l2: 519.141
[30] valid_0's poisson: -107.169 valid_0's l2: 509.601
[31] valid_0's poisson: -107.282 valid_0's l2: 501.131
[32] valid_0's poisson: -107.397 valid_0's l2: 491.424
[33] valid_0's poisson: -107.504 valid_0's l2: 482.338
[34] valid_0's poisson: -107.605 valid_0's l2: 475.053
[35] valid_0's poisson: -107.697 valid_0's l2: 467.443
[36] valid_0's poisson: -107.783 valid_0's l2: 460.258
[37] valid_0's poisson: -107.854 valid_0's l2: 453.974
[38] valid_0's poisson: -107.927 valid_0's l2: 448.306
[39] valid_0's poisson: -108.007 valid_0's l2: 442.839
[40] valid_0's poisson: -108.064 valid_0's l2: 437.913
[41] valid_0's poisson: -108.13 valid_0's l2: 433.427
[42] valid_0's poisson: -108.179 valid_0's l2: 429.459
[43] valid_0's poisson: -108.234 valid_0's l2: 425.792
[44] valid_0's poisson: -108.284 valid_0's l2: 422.069
[45] valid_0's poisson: -108.326 valid_0's l2: 417.7
[46] valid_0's poisson: -108.367 valid_0's l2: 414.613
[47] valid_0's poisson: -108.412 valid_0's l2: 410.851
[48] valid_0's poisson: -108.443 valid_0's l2: 408.314
[49] valid_0's poisson: -108.481 valid_0's l2: 405.161
[50] valid_0's poisson: -108.5 valid_0's l2: 402.517
[51] valid_0's poisson: -108.533 valid_0's l2: 400.165
[52] valid_0's poisson: -108.564 valid_0's l2: 397.118
[53] valid_0's poisson: -108.587 valid_0's l2: 395.054
[54] valid_0's poisson: -108.603 valid_0's l2: 393.545
[55] valid_0's poisson: -108.62 valid_0's l2: 391.765
[56] valid_0's poisson: -108.641 valid_0's l2: 389.962
[57] valid_0's poisson: -108.658 valid_0's l2: 388.18
[58] valid_0's poisson: -108.654 valid_0's l2: 386.668
[59] valid_0's poisson: -108.659 valid_0's l2: 385.522
[60] valid_0's poisson: -108.677 valid_0's l2: 383.645
[61] valid_0's poisson: -108.682 valid_0's l2: 382.396
[62] valid_0's poisson: -108.687 valid_0's l2: 381.256
[63] valid_0's poisson: -108.702 valid_0's l2: 379.417
[64] valid_0's poisson: -108.71 valid_0's l2: 378.762
[65] valid_0's poisson: -108.719 valid_0's l2: 377.316
[66] valid_0's poisson: -108.724 valid_0's l2: 376.552
[67] valid_0's poisson: -108.732 valid_0's l2: 375.527
[68] valid_0's poisson: -108.723 valid_0's l2: 374.251
[69] valid_0's poisson: -108.73 valid_0's l2: 373.378
[70] valid_0's poisson: -108.704 valid_0's l2: 372.305
[71] valid_0's poisson: -108.583 valid_0's l2: 371.41
[72] valid_0's poisson: -108.584 valid_0's l2: 370.943
[73] valid_0's poisson: -108.521 valid_0's l2: 370.149
[74] valid_0's poisson: -108.524 valid_0's l2: 368.79
[75] valid_0's poisson: -108.518 valid_0's l2: 367.737
[76] valid_0's poisson: -108.52 valid_0's l2: 366.783
[77] valid_0's poisson: -108.512 valid_0's l2: 366.15
[78] valid_0's poisson: -108.497 valid_0's l2: 365.172
[79] valid_0's poisson: -108.488 valid_0's l2: 364.384
[80] valid_0's poisson: -108.491 valid_0's l2: 363.918
[81] valid_0's poisson: -108.486 valid_0's l2: 363.137
[82] valid_0's poisson: -108.487 valid_0's l2: 362.347
[83] valid_0's poisson: -108.471 valid_0's l2: 361.81
[84] valid_0's poisson: -108.411 valid_0's l2: 361.111
[85] valid_0's poisson: -108.421 valid_0's l2: 360.252
[86] valid_0's poisson: -108.409 valid_0's l2: 359.982
[87] valid_0's poisson: -108.407 valid_0's l2: 358.96
[88] valid_0's poisson: -108.414 valid_0's l2: 358.683
[89] valid_0's poisson: -108.423 valid_0's l2: 357.734
[90] valid_0's poisson: -108.374 valid_0's l2: 357.096
[91] valid_0's poisson: -108.354 valid_0's l2: 356.108
[92] valid_0's poisson: -108.391 valid_0's l2: 355.743
[93] valid_0's poisson: -108.395 valid_0's l2: 355.242
[94] valid_0's poisson: -108.336 valid_0's l2: 354.313
[95] valid_0's poisson: -108.316 valid_0's l2: 353.267
[96] valid_0's poisson: -108.288 valid_0's l2: 352.452
[97] valid_0's poisson: -108.289 valid_0's l2: 351.839
[98] valid_0's poisson: -108.293 valid_0's l2: 351.674
[99] valid_0's poisson: -108.283 valid_0's l2: 351.129
[100] valid_0's poisson: -108.282 valid_0's l2: 350.639
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.348 valid_0's l2: 2287.73
[2] valid_0's poisson: -87.5197 valid_0's l2: 2275.25
[3] valid_0's poisson: -87.6887 valid_0's l2: 2262.86
[4] valid_0's poisson: -87.8553 valid_0's l2: 2250.57
[5] valid_0's poisson: -88.0194 valid_0's l2: 2238.37
[6] valid_0's poisson: -88.1811 valid_0's l2: 2226.27
[7] valid_0's poisson: -88.3404 valid_0's l2: 2214.26
[8] valid_0's poisson: -88.4976 valid_0's l2: 2202.35
[9] valid_0's poisson: -88.6524 valid_0's l2: 2190.53
[10] valid_0's poisson: -88.8071 valid_0's l2: 2178.64
[11] valid_0's poisson: -88.9578 valid_0's l2: 2167
[12] valid_0's poisson: -89.1083 valid_0's l2: 2155.3
[13] valid_0's poisson: -89.2568 valid_0's l2: 2143.68
[14] valid_0's poisson: -89.4019 valid_0's l2: 2132.28
[15] valid_0's poisson: -89.5465 valid_0's l2: 2120.84
[16] valid_0's poisson: -89.6891 valid_0's l2: 2109.49
[17] valid_0's poisson: -89.8288 valid_0's l2: 2098.34
[18] valid_0's poisson: -89.9676 valid_0's l2: 2087.18
[19] valid_0's poisson: -90.1049 valid_0's l2: 2076.08
[20] valid_0's poisson: -90.2392 valid_0's l2: 2065.19
[21] valid_0's poisson: -90.3729 valid_0's l2: 2054.28
[22] valid_0's poisson: -90.5051 valid_0's l2: 2043.44
[23] valid_0's poisson: -90.6347 valid_0's l2: 2032.79
[24] valid_0's poisson: -90.7635 valid_0's l2: 2022.13
[25] valid_0's poisson: -90.8908 valid_0's l2: 2011.55
[26] valid_0's poisson: -91.0158 valid_0's l2: 2001.14
[27] valid_0's poisson: -91.1404 valid_0's l2: 1990.7
[28] valid_0's poisson: -91.2631 valid_0's l2: 1980.36
[29] valid_0's poisson: -91.3868 valid_0's l2: 1969.94
[30] valid_0's poisson: -91.5088 valid_0's l2: 1959.61
[31] valid_0's poisson: -91.6291 valid_0's l2: 1949.37
[32] valid_0's poisson: -91.7483 valid_0's l2: 1939.2
[33] valid_0's poisson: -91.8659 valid_0's l2: 1929.12
[34] valid_0's poisson: -91.9809 valid_0's l2: 1919.21
[35] valid_0's poisson: -92.0962 valid_0's l2: 1909.26
[36] valid_0's poisson: -92.2099 valid_0's l2: 1899.41
[37] valid_0's poisson: -92.3227 valid_0's l2: 1889.61
[38] valid_0's poisson: -92.4341 valid_0's l2: 1879.89
[39] valid_0's poisson: -92.5445 valid_0's l2: 1870.23
[40] valid_0's poisson: -92.6534 valid_0's l2: 1860.67
[41] valid_0's poisson: -92.7612 valid_0's l2: 1851.17
[42] valid_0's poisson: -92.8691 valid_0's l2: 1841.63
[43] valid_0's poisson: -92.9759 valid_0's l2: 1832.16
[44] valid_0's poisson: -93.0816 valid_0's l2: 1822.77
[45] valid_0's poisson: -93.1862 valid_0's l2: 1813.52
[46] valid_0's poisson: -93.2886 valid_0's l2: 1804.37
[47] valid_0's poisson: -93.391 valid_0's l2: 1795.18
[48] valid_0's poisson: -93.4921 valid_0's l2: 1786.19
[49] valid_0's poisson: -93.5901 valid_0's l2: 1777.34
[50] valid_0's poisson: -93.6897 valid_0's l2: 1768.43
[51] valid_0's poisson: -93.7877 valid_0's l2: 1759.64
[52] valid_0's poisson: -93.8852 valid_0's l2: 1750.78
[53] valid_0's poisson: -93.9818 valid_0's l2: 1742.07
[54] valid_0's poisson: -94.0766 valid_0's l2: 1733.43
[55] valid_0's poisson: -94.1713 valid_0's l2: 1724.84
[56] valid_0's poisson: -94.2651 valid_0's l2: 1716.24
[57] valid_0's poisson: -94.3575 valid_0's l2: 1707.83
[58] valid_0's poisson: -94.4497 valid_0's l2: 1699.35
[59] valid_0's poisson: -94.5395 valid_0's l2: 1691.12
[60] valid_0's poisson: -94.6284 valid_0's l2: 1682.94
[61] valid_0's poisson: -94.7178 valid_0's l2: 1674.66
[62] valid_0's poisson: -94.8051 valid_0's l2: 1666.61
[63] valid_0's poisson: -94.8914 valid_0's l2: 1658.62
[64] valid_0's poisson: -94.977 valid_0's l2: 1650.69
[65] valid_0's poisson: -95.0634 valid_0's l2: 1642.63
[66] valid_0's poisson: -95.1473 valid_0's l2: 1634.82
[67] valid_0's poisson: -95.2305 valid_0's l2: 1627.07
[68] valid_0's poisson: -95.3128 valid_0's l2: 1619.38
[69] valid_0's poisson: -95.3961 valid_0's l2: 1611.55
[70] valid_0's poisson: -95.477 valid_0's l2: 1603.97
[71] valid_0's poisson: -95.5571 valid_0's l2: 1596.45
[72] valid_0's poisson: -95.6383 valid_0's l2: 1588.79
[73] valid_0's poisson: -95.7169 valid_0's l2: 1581.37
[74] valid_0's poisson: -95.795 valid_0's l2: 1573.97
[75] valid_0's poisson: -95.8722 valid_0's l2: 1566.62
[76] valid_0's poisson: -95.9507 valid_0's l2: 1559.17
[77] valid_0's poisson: -96.0267 valid_0's l2: 1551.98
[78] valid_0's poisson: -96.1019 valid_0's l2: 1544.79
[79] valid_0's poisson: -96.1765 valid_0's l2: 1537.71
[80] valid_0's poisson: -96.2525 valid_0's l2: 1530.46
[81] valid_0's poisson: -96.3265 valid_0's l2: 1523.33
[82] valid_0's poisson: -96.4 valid_0's l2: 1516.25
[83] valid_0's poisson: -96.4728 valid_0's l2: 1509.22
[84] valid_0's poisson: -96.545 valid_0's l2: 1502.25
[85] valid_0's poisson: -96.6179 valid_0's l2: 1495.26
[86] valid_0's poisson: -96.6878 valid_0's l2: 1488.53
[87] valid_0's poisson: -96.7584 valid_0's l2: 1481.68
[88] valid_0's poisson: -96.8288 valid_0's l2: 1474.84
[89] valid_0's poisson: -96.8995 valid_0's l2: 1468.03
[90] valid_0's poisson: -96.9679 valid_0's l2: 1461.4
[91] valid_0's poisson: -97.0365 valid_0's l2: 1454.71
[92] valid_0's poisson: -97.1036 valid_0's l2: 1448.21
[93] valid_0's poisson: -97.1708 valid_0's l2: 1441.64
[94] valid_0's poisson: -97.239 valid_0's l2: 1435.06
[95] valid_0's poisson: -97.3048 valid_0's l2: 1428.67
[96] valid_0's poisson: -97.3699 valid_0's l2: 1422.34
[97] valid_0's poisson: -97.4365 valid_0's l2: 1415.9
[98] valid_0's poisson: -97.5012 valid_0's l2: 1409.59
[99] valid_0's poisson: -97.5651 valid_0's l2: 1403.32
[100] valid_0's poisson: -97.6283 valid_0's l2: 1397.18
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3501 valid_0's l2: 2287.58
[2] valid_0's poisson: -87.5247 valid_0's l2: 2274.87
[3] valid_0's poisson: -87.6957 valid_0's l2: 2262.32
[4] valid_0's poisson: -87.8649 valid_0's l2: 2249.82
[5] valid_0's poisson: -88.0307 valid_0's l2: 2237.46
[6] valid_0's poisson: -88.1948 valid_0's l2: 2225.15
[7] valid_0's poisson: -88.3556 valid_0's l2: 2212.99
[8] valid_0's poisson: -88.5149 valid_0's l2: 2200.86
[9] valid_0's poisson: -88.6711 valid_0's l2: 2188.89
[10] valid_0's poisson: -88.8259 valid_0's l2: 2176.95
[11] valid_0's poisson: -88.9797 valid_0's l2: 2165.02
[12] valid_0's poisson: -89.1312 valid_0's l2: 2153.17
[13] valid_0's poisson: -89.2786 valid_0's l2: 2141.59
[14] valid_0's poisson: -89.4249 valid_0's l2: 2130.03
[15] valid_0's poisson: -89.5704 valid_0's l2: 2118.45
[16] valid_0's poisson: -89.7128 valid_0's l2: 2107.07
[17] valid_0's poisson: -89.8528 valid_0's l2: 2095.81
[18] valid_0's poisson: -89.9963 valid_0's l2: 2084.28
[19] valid_0's poisson: -90.1333 valid_0's l2: 2073.15
[20] valid_0's poisson: -90.2695 valid_0's l2: 2062.01
[21] valid_0's poisson: -90.403 valid_0's l2: 2051.06
[22] valid_0's poisson: -90.5397 valid_0's l2: 2039.85
[23] valid_0's poisson: -90.6696 valid_0's l2: 2029.08
[24] valid_0's poisson: -90.7981 valid_0's l2: 2018.37
[25] valid_0's poisson: -90.9262 valid_0's l2: 2007.64
[26] valid_0's poisson: -91.0562 valid_0's l2: 1996.79
[27] valid_0's poisson: -91.1787 valid_0's l2: 1986.46
[28] valid_0's poisson: -91.3013 valid_0's l2: 1976.08
[29] valid_0's poisson: -91.4268 valid_0's l2: 1965.45
[30] valid_0's poisson: -91.5475 valid_0's l2: 1955.12
[31] valid_0's poisson: -91.6647 valid_0's l2: 1945.08
[32] valid_0's poisson: -91.7826 valid_0's l2: 1934.91
[33] valid_0's poisson: -91.9034 valid_0's l2: 1924.54
[34] valid_0's poisson: -92.0168 valid_0's l2: 1914.72
[35] valid_0's poisson: -92.1297 valid_0's l2: 1904.89
[36] valid_0's poisson: -92.2415 valid_0's l2: 1895.12
[37] valid_0's poisson: -92.3572 valid_0's l2: 1885.04
[38] valid_0's poisson: -92.4655 valid_0's l2: 1875.55
[39] valid_0's poisson: -92.5733 valid_0's l2: 1866.03
[40] valid_0's poisson: -92.6853 valid_0's l2: 1856.18
[41] valid_0's poisson: -92.7921 valid_0's l2: 1846.66
[42] valid_0's poisson: -92.8973 valid_0's l2: 1837.28
[43] valid_0's poisson: -93.0023 valid_0's l2: 1827.88
[44] valid_0's poisson: -93.1099 valid_0's l2: 1818.3
[45] valid_0's poisson: -93.2104 valid_0's l2: 1809.3
[46] valid_0's poisson: -93.3109 valid_0's l2: 1800.23
[47] valid_0's poisson: -93.4103 valid_0's l2: 1791.24
[48] valid_0's poisson: -93.5137 valid_0's l2: 1781.94
[49] valid_0's poisson: -93.6103 valid_0's l2: 1773.2
[50] valid_0's poisson: -93.708 valid_0's l2: 1764.26
[51] valid_0's poisson: -93.8034 valid_0's l2: 1755.54
[52] valid_0's poisson: -93.9027 valid_0's l2: 1746.51
[53] valid_0's poisson: -93.9959 valid_0's l2: 1737.97
[54] valid_0's poisson: -94.0898 valid_0's l2: 1729.29
[55] valid_0's poisson: -94.1865 valid_0's l2: 1720.45
[56] valid_0's poisson: -94.2781 valid_0's l2: 1711.94
[57] valid_0's poisson: -94.3687 valid_0's l2: 1703.55
[58] valid_0's poisson: -94.4577 valid_0's l2: 1695.28
[59] valid_0's poisson: -94.551 valid_0's l2: 1686.67
[60] valid_0's poisson: -94.6379 valid_0's l2: 1678.62
[61] valid_0's poisson: -94.7256 valid_0's l2: 1670.39
[62] valid_0's poisson: -94.8162 valid_0's l2: 1661.98
[63] valid_0's poisson: -94.9017 valid_0's l2: 1653.95
[64] valid_0's poisson: -94.9854 valid_0's l2: 1646.11
[65] valid_0's poisson: -95.0696 valid_0's l2: 1638.14
[66] valid_0's poisson: -95.1572 valid_0's l2: 1629.96
[67] valid_0's poisson: -95.239 valid_0's l2: 1622.25
[68] valid_0's poisson: -95.3203 valid_0's l2: 1614.55
[69] valid_0's poisson: -95.4056 valid_0's l2: 1606.55
[70] valid_0's poisson: -95.4857 valid_0's l2: 1598.93
[71] valid_0's poisson: -95.5656 valid_0's l2: 1591.3
[72] valid_0's poisson: -95.6485 valid_0's l2: 1583.47
[73] valid_0's poisson: -95.7261 valid_0's l2: 1576.1
[74] valid_0's poisson: -95.8031 valid_0's l2: 1568.74
[75] valid_0's poisson: -95.8799 valid_0's l2: 1561.4
[76] valid_0's poisson: -95.9601 valid_0's l2: 1553.79
[77] valid_0's poisson: -96.0348 valid_0's l2: 1546.64
[78] valid_0's poisson: -96.1098 valid_0's l2: 1539.41
[79] valid_0's poisson: -96.188 valid_0's l2: 1531.97
[80] valid_0's poisson: -96.2605 valid_0's l2: 1525.02
[81] valid_0's poisson: -96.3326 valid_0's l2: 1518.09
[82] valid_0's poisson: -96.4054 valid_0's l2: 1511.04
[83] valid_0's poisson: -96.4812 valid_0's l2: 1503.8
[84] valid_0's poisson: -96.552 valid_0's l2: 1496.94
[85] valid_0's poisson: -96.6231 valid_0's l2: 1490.07
[86] valid_0's poisson: -96.697 valid_0's l2: 1482.99
[87] valid_0's poisson: -96.7655 valid_0's l2: 1476.34
[88] valid_0's poisson: -96.8339 valid_0's l2: 1469.73
[89] valid_0's poisson: -96.9024 valid_0's l2: 1463.09
[90] valid_0's poisson: -96.9738 valid_0's l2: 1456.21
[91] valid_0's poisson: -97.0413 valid_0's l2: 1449.63
[92] valid_0's poisson: -97.1074 valid_0's l2: 1443.19
[93] valid_0's poisson: -97.1773 valid_0's l2: 1436.44
[94] valid_0's poisson: -97.2437 valid_0's l2: 1429.99
[95] valid_0's poisson: -97.308 valid_0's l2: 1423.74
[96] valid_0's poisson: -97.3763 valid_0's l2: 1417.14
[97] valid_0's poisson: -97.4404 valid_0's l2: 1410.95
[98] valid_0's poisson: -97.5034 valid_0's l2: 1404.75
[99] valid_0's poisson: -97.5699 valid_0's l2: 1398.3
[100] valid_0's poisson: -97.6328 valid_0's l2: 1392.16
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3475 valid_0's l2: 2287.73
[2] valid_0's poisson: -87.5227 valid_0's l2: 2274.95
[3] valid_0's poisson: -87.695 valid_0's l2: 2262.28
[4] valid_0's poisson: -87.8652 valid_0's l2: 2249.67
[5] valid_0's poisson: -88.0328 valid_0's l2: 2237.16
[6] valid_0's poisson: -88.1987 valid_0's l2: 2224.69
[7] valid_0's poisson: -88.3622 valid_0's l2: 2212.32
[8] valid_0's poisson: -88.5235 valid_0's l2: 2200.03
[9] valid_0's poisson: -88.6836 valid_0's l2: 2187.74
[10] valid_0's poisson: -88.8416 valid_0's l2: 2175.54
[11] valid_0's poisson: -88.9949 valid_0's l2: 2163.62
[12] valid_0's poisson: -89.1472 valid_0's l2: 2151.71
[13] valid_0's poisson: -89.2988 valid_0's l2: 2139.78
[14] valid_0's poisson: -89.4469 valid_0's l2: 2128.06
[15] valid_0's poisson: -89.5945 valid_0's l2: 2116.3
[16] valid_0's poisson: -89.7398 valid_0's l2: 2104.66
[17] valid_0's poisson: -89.882 valid_0's l2: 2093.26
[18] valid_0's poisson: -90.0229 valid_0's l2: 2081.86
[19] valid_0's poisson: -90.1615 valid_0's l2: 2070.64
[20] valid_0's poisson: -90.2982 valid_0's l2: 2059.47
[21] valid_0's poisson: -90.4334 valid_0's l2: 2048.4
[22] valid_0's poisson: -90.5683 valid_0's l2: 2037.26
[23] valid_0's poisson: -90.7003 valid_0's l2: 2026.36
[24] valid_0's poisson: -90.8314 valid_0's l2: 2015.44
[25] valid_0's poisson: -90.9601 valid_0's l2: 2004.7
[26] valid_0's poisson: -91.0888 valid_0's l2: 1993.88
[27] valid_0's poisson: -91.2146 valid_0's l2: 1983.3
[28] valid_0's poisson: -91.3386 valid_0's l2: 1972.82
[29] valid_0's poisson: -91.4612 valid_0's l2: 1962.39
[30] valid_0's poisson: -91.5824 valid_0's l2: 1952.06
[31] valid_0's poisson: -91.7041 valid_0's l2: 1941.62
[32] valid_0's poisson: -91.8225 valid_0's l2: 1931.45
[33] valid_0's poisson: -91.9407 valid_0's l2: 1921.23
[34] valid_0's poisson: -92.0567 valid_0's l2: 1911.2
[35] valid_0's poisson: -92.1727 valid_0's l2: 1901.08
[36] valid_0's poisson: -92.2861 valid_0's l2: 1891.2
[37] valid_0's poisson: -92.3983 valid_0's l2: 1881.37
[38] valid_0's poisson: -92.5092 valid_0's l2: 1871.64
[39] valid_0's poisson: -92.6206 valid_0's l2: 1861.8
[40] valid_0's poisson: -92.7291 valid_0's l2: 1852.22
[41] valid_0's poisson: -92.8375 valid_0's l2: 1842.59
[42] valid_0's poisson: -92.9437 valid_0's l2: 1833.15
[43] valid_0's poisson: -93.0506 valid_0's l2: 1823.59
[44] valid_0's poisson: -93.1545 valid_0's l2: 1814.3
[45] valid_0's poisson: -93.2579 valid_0's l2: 1805.01
[46] valid_0's poisson: -93.36 valid_0's l2: 1795.84
[47] valid_0's poisson: -93.4621 valid_0's l2: 1786.6
[48] valid_0's poisson: -93.5619 valid_0's l2: 1777.58
[49] valid_0's poisson: -93.6625 valid_0's l2: 1768.43
[50] valid_0's poisson: -93.7604 valid_0's l2: 1759.54
[51] valid_0's poisson: -93.8589 valid_0's l2: 1750.54
[52] valid_0's poisson: -93.9547 valid_0's l2: 1741.79
[53] valid_0's poisson: -94.0503 valid_0's l2: 1733.02
[54] valid_0's poisson: -94.1444 valid_0's l2: 1724.39
[55] valid_0's poisson: -94.2394 valid_0's l2: 1715.65
[56] valid_0's poisson: -94.3317 valid_0's l2: 1707.15
[57] valid_0's poisson: -94.4228 valid_0's l2: 1698.72
[58] valid_0's poisson: -94.515 valid_0's l2: 1690.18
[59] valid_0's poisson: -94.6046 valid_0's l2: 1681.86
[60] valid_0's poisson: -94.694 valid_0's l2: 1673.54
[61] valid_0's poisson: -94.7818 valid_0's l2: 1665.35
[62] valid_0's poisson: -94.8712 valid_0's l2: 1657.02
[63] valid_0's poisson: -94.9575 valid_0's l2: 1648.95
[64] valid_0's poisson: -95.0446 valid_0's l2: 1640.78
[65] valid_0's poisson: -95.1293 valid_0's l2: 1632.83
[66] valid_0's poisson: -95.2147 valid_0's l2: 1624.82
[67] valid_0's poisson: -95.2978 valid_0's l2: 1616.99
[68] valid_0's poisson: -95.3826 valid_0's l2: 1609.01
[69] valid_0's poisson: -95.4645 valid_0's l2: 1601.28
[70] valid_0's poisson: -95.5472 valid_0's l2: 1593.45
[71] valid_0's poisson: -95.6275 valid_0's l2: 1585.84
[72] valid_0's poisson: -95.709 valid_0's l2: 1578.09
[73] valid_0's poisson: -95.7882 valid_0's l2: 1570.57
[74] valid_0's poisson: -95.868 valid_0's l2: 1563
[75] valid_0's poisson: -95.9453 valid_0's l2: 1555.63
[76] valid_0's poisson: -96.0244 valid_0's l2: 1548.09
[77] valid_0's poisson: -96.1025 valid_0's l2: 1540.61
[78] valid_0's poisson: -96.1783 valid_0's l2: 1533.37
[79] valid_0's poisson: -96.2552 valid_0's l2: 1526.03
[80] valid_0's poisson: -96.3295 valid_0's l2: 1518.91
[81] valid_0's poisson: -96.4046 valid_0's l2: 1511.72
[82] valid_0's poisson: -96.4779 valid_0's l2: 1504.66
[83] valid_0's poisson: -96.5522 valid_0's l2: 1497.49
[84] valid_0's poisson: -96.6238 valid_0's l2: 1490.6
[85] valid_0's poisson: -96.6972 valid_0's l2: 1483.55
[86] valid_0's poisson: -96.768 valid_0's l2: 1476.71
[87] valid_0's poisson: -96.8386 valid_0's l2: 1469.84
[88] valid_0's poisson: -96.9099 valid_0's l2: 1462.93
[89] valid_0's poisson: -96.9791 valid_0's l2: 1456.18
[90] valid_0's poisson: -97.0477 valid_0's l2: 1449.49
[91] valid_0's poisson: -97.1173 valid_0's l2: 1442.73
[92] valid_0's poisson: -97.1847 valid_0's l2: 1436.12
[93] valid_0's poisson: -97.2516 valid_0's l2: 1429.58
[94] valid_0's poisson: -97.3179 valid_0's l2: 1423.08
[95] valid_0's poisson: -97.3851 valid_0's l2: 1416.53
[96] valid_0's poisson: -97.4502 valid_0's l2: 1410.14
[97] valid_0's poisson: -97.5147 valid_0's l2: 1403.81
[98] valid_0's poisson: -97.5791 valid_0's l2: 1397.47
[99] valid_0's poisson: -97.6444 valid_0's l2: 1391.08
[100] valid_0's poisson: -97.7076 valid_0's l2: 1384.87
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3556 valid_0's l2: 2287.2
[2] valid_0's poisson: -87.5324 valid_0's l2: 2274.35
[3] valid_0's poisson: -87.7064 valid_0's l2: 2261.6
[4] valid_0's poisson: -87.8777 valid_0's l2: 2248.96
[5] valid_0's poisson: -88.0455 valid_0's l2: 2236.5
[6] valid_0's poisson: -88.2142 valid_0's l2: 2223.86
[7] valid_0's poisson: -88.3771 valid_0's l2: 2211.59
[8] valid_0's poisson: -88.5376 valid_0's l2: 2199.42
[9] valid_0's poisson: -88.6994 valid_0's l2: 2187.05
[10] valid_0's poisson: -88.8555 valid_0's l2: 2175.06
[11] valid_0's poisson: -89.0128 valid_0's l2: 2162.88
[12] valid_0's poisson: -89.1645 valid_0's l2: 2151.07
[13] valid_0's poisson: -89.3176 valid_0's l2: 2139.07
[14] valid_0's poisson: -89.4666 valid_0's l2: 2127.33
[15] valid_0's poisson: -89.6124 valid_0's l2: 2115.78
[16] valid_0's poisson: -89.756 valid_0's l2: 2104.33
[17] valid_0's poisson: -89.901 valid_0's l2: 2092.7
[18] valid_0's poisson: -90.0411 valid_0's l2: 2081.41
[19] valid_0's poisson: -90.1827 valid_0's l2: 2069.94
[20] valid_0's poisson: -90.3194 valid_0's l2: 2058.81
[21] valid_0's poisson: -90.4543 valid_0's l2: 2047.78
[22] valid_0's poisson: -90.5888 valid_0's l2: 2036.72
[23] valid_0's poisson: -90.7205 valid_0's l2: 2025.84
[24] valid_0's poisson: -90.853 valid_0's l2: 2014.83
[25] valid_0's poisson: -90.9821 valid_0's l2: 2004.06
[26] valid_0's poisson: -91.1114 valid_0's l2: 1993.22
[27] valid_0's poisson: -91.2369 valid_0's l2: 1982.66
[28] valid_0's poisson: -91.3632 valid_0's l2: 1971.98
[29] valid_0's poisson: -91.4856 valid_0's l2: 1961.59
[30] valid_0's poisson: -91.6081 valid_0's l2: 1951.17
[31] valid_0's poisson: -91.7284 valid_0's l2: 1940.87
[32] valid_0's poisson: -91.8493 valid_0's l2: 1930.48
[33] valid_0's poisson: -91.9664 valid_0's l2: 1920.39
[34] valid_0's poisson: -92.0826 valid_0's l2: 1910.33
[35] valid_0's poisson: -92.1978 valid_0's l2: 1900.3
[36] valid_0's poisson: -92.3136 valid_0's l2: 1890.21
[37] valid_0's poisson: -92.4262 valid_0's l2: 1880.33
[38] valid_0's poisson: -92.5376 valid_0's l2: 1870.52
[39] valid_0's poisson: -92.6477 valid_0's l2: 1860.8
[40] valid_0's poisson: -92.7566 valid_0's l2: 1851.15
[41] valid_0's poisson: -92.8664 valid_0's l2: 1841.41
[42] valid_0's poisson: -92.973 valid_0's l2: 1831.9
[43] valid_0's poisson: -93.0784 valid_0's l2: 1822.47
[44] valid_0's poisson: -93.1827 valid_0's l2: 1813.11
[45] valid_0's poisson: -93.2879 valid_0's l2: 1803.66
[46] valid_0's poisson: -93.3901 valid_0's l2: 1794.42
[47] valid_0's poisson: -93.4914 valid_0's l2: 1785.25
[48] valid_0's poisson: -93.5915 valid_0's l2: 1776.16
[49] valid_0's poisson: -93.6907 valid_0's l2: 1767.13
[50] valid_0's poisson: -93.7908 valid_0's l2: 1758.02
[51] valid_0's poisson: -93.8879 valid_0's l2: 1749.12
[52] valid_0's poisson: -93.9836 valid_0's l2: 1740.32
[53] valid_0's poisson: -94.0789 valid_0's l2: 1731.56
[54] valid_0's poisson: -94.1753 valid_0's l2: 1722.71
[55] valid_0's poisson: -94.2684 valid_0's l2: 1714.09
[56] valid_0's poisson: -94.3598 valid_0's l2: 1705.6
[57] valid_0's poisson: -94.4514 valid_0's l2: 1697.1
[58] valid_0's poisson: -94.5441 valid_0's l2: 1688.5
[59] valid_0's poisson: -94.633 valid_0's l2: 1680.18
[60] valid_0's poisson: -94.7219 valid_0's l2: 1671.87
[61] valid_0's poisson: -94.809 valid_0's l2: 1663.68
[62] valid_0's poisson: -94.8988 valid_0's l2: 1655.31
[63] valid_0's poisson: -94.9845 valid_0's l2: 1647.24
[64] valid_0's poisson: -95.0693 valid_0's l2: 1639.23
[65] valid_0's poisson: -95.1531 valid_0's l2: 1631.33
[66] valid_0's poisson: -95.2399 valid_0's l2: 1623.17
[67] valid_0's poisson: -95.3232 valid_0's l2: 1615.27
[68] valid_0's poisson: -95.4048 valid_0's l2: 1607.5
[69] valid_0's poisson: -95.4855 valid_0's l2: 1599.84
[70] valid_0's poisson: -95.5692 valid_0's l2: 1591.92
[71] valid_0's poisson: -95.6479 valid_0's l2: 1584.46
[72] valid_0's poisson: -95.7259 valid_0's l2: 1577.06
[73] valid_0's poisson: -95.8075 valid_0's l2: 1569.31
[74] valid_0's poisson: -95.884 valid_0's l2: 1562.02
[75] valid_0's poisson: -95.9609 valid_0's l2: 1554.63
[76] valid_0's poisson: -96.0361 valid_0's l2: 1547.46
[77] valid_0's poisson: -96.1108 valid_0's l2: 1540.33
[78] valid_0's poisson: -96.189 valid_0's l2: 1532.85
[79] valid_0's poisson: -96.2622 valid_0's l2: 1525.83
[80] valid_0's poisson: -96.3349 valid_0's l2: 1518.87
[81] valid_0's poisson: -96.4111 valid_0's l2: 1511.55
[82] valid_0's poisson: -96.4824 valid_0's l2: 1504.69
[83] valid_0's poisson: -96.5543 valid_0's l2: 1497.72
[84] valid_0's poisson: -96.6244 valid_0's l2: 1490.96
[85] valid_0's poisson: -96.6983 valid_0's l2: 1483.85
[86] valid_0's poisson: -96.7673 valid_0's l2: 1477.19
[87] valid_0's poisson: -96.8358 valid_0's l2: 1470.55
[88] valid_0's poisson: -96.9077 valid_0's l2: 1463.62
[89] valid_0's poisson: -96.9762 valid_0's l2: 1456.94
[90] valid_0's poisson: -97.0429 valid_0's l2: 1450.48
[91] valid_0's poisson: -97.1094 valid_0's l2: 1444.04
[92] valid_0's poisson: -97.1792 valid_0's l2: 1437.29
[93] valid_0's poisson: -97.2447 valid_0's l2: 1430.93
[94] valid_0's poisson: -97.3097 valid_0's l2: 1424.62
[95] valid_0's poisson: -97.3749 valid_0's l2: 1418.23
[96] valid_0's poisson: -97.4425 valid_0's l2: 1411.67
[97] valid_0's poisson: -97.5062 valid_0's l2: 1405.46
[98] valid_0's poisson: -97.5691 valid_0's l2: 1399.39
[99] valid_0's poisson: -97.6326 valid_0's l2: 1393.2
[100] valid_0's poisson: -97.6959 valid_0's l2: 1387
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3398 valid_0's l2: 2288.25
[2] valid_0's poisson: -87.5131 valid_0's l2: 2275.56
[3] valid_0's poisson: -87.6838 valid_0's l2: 2262.97
[4] valid_0's poisson: -87.8519 valid_0's l2: 2250.48
[5] valid_0's poisson: -88.0175 valid_0's l2: 2238.09
[6] valid_0's poisson: -88.1807 valid_0's l2: 2225.79
[7] valid_0's poisson: -88.3415 valid_0's l2: 2213.59
[8] valid_0's poisson: -88.5 valid_0's l2: 2201.47
[9] valid_0's poisson: -88.6563 valid_0's l2: 2189.46
[10] valid_0's poisson: -88.8138 valid_0's l2: 2177.27
[11] valid_0's poisson: -88.9691 valid_0's l2: 2165.18
[12] valid_0's poisson: -89.1222 valid_0's l2: 2153.18
[13] valid_0's poisson: -89.2732 valid_0's l2: 2141.28
[14] valid_0's poisson: -89.4221 valid_0's l2: 2129.46
[15] valid_0's poisson: -89.5691 valid_0's l2: 2117.74
[16] valid_0's poisson: -89.711 valid_0's l2: 2106.36
[17] valid_0's poisson: -89.8542 valid_0's l2: 2094.81
[18] valid_0's poisson: -89.9954 valid_0's l2: 2083.36
[19] valid_0's poisson: -90.1349 valid_0's l2: 2071.99
[20] valid_0's poisson: -90.2725 valid_0's l2: 2060.71
[21] valid_0's poisson: -90.4083 valid_0's l2: 2049.53
[22] valid_0's poisson: -90.5426 valid_0's l2: 2038.42
[23] valid_0's poisson: -90.6754 valid_0's l2: 2027.38
[24] valid_0's poisson: -90.8062 valid_0's l2: 2016.44
[25] valid_0's poisson: -90.9359 valid_0's l2: 2005.57
[26] valid_0's poisson: -91.0637 valid_0's l2: 1994.8
[27] valid_0's poisson: -91.1897 valid_0's l2: 1984.12
[28] valid_0's poisson: -91.3128 valid_0's l2: 1973.69
[29] valid_0's poisson: -91.4356 valid_0's l2: 1963.2
[30] valid_0's poisson: -91.558 valid_0's l2: 1952.72
[31] valid_0's poisson: -91.6779 valid_0's l2: 1942.4
[32] valid_0's poisson: -91.797 valid_0's l2: 1932.11
[33] valid_0's poisson: -91.9147 valid_0's l2: 1921.91
[34] valid_0's poisson: -92.0312 valid_0's l2: 1911.78
[35] valid_0's poisson: -92.1461 valid_0's l2: 1901.74
[36] valid_0's poisson: -92.2602 valid_0's l2: 1891.75
[37] valid_0's poisson: -92.3729 valid_0's l2: 1881.85
[38] valid_0's poisson: -92.4832 valid_0's l2: 1872.13
[39] valid_0's poisson: -92.5924 valid_0's l2: 1862.5
[40] valid_0's poisson: -92.7007 valid_0's l2: 1852.9
[41] valid_0's poisson: -92.8087 valid_0's l2: 1843.28
[42] valid_0's poisson: -92.9146 valid_0's l2: 1833.84
[43] valid_0's poisson: -93.0205 valid_0's l2: 1824.36
[44] valid_0's poisson: -93.1243 valid_0's l2: 1815.04
[45] valid_0's poisson: -93.228 valid_0's l2: 1805.71
[46] valid_0's poisson: -93.3302 valid_0's l2: 1796.5
[47] valid_0's poisson: -93.4316 valid_0's l2: 1787.37
[48] valid_0's poisson: -93.5325 valid_0's l2: 1778.23
[49] valid_0's poisson: -93.6318 valid_0's l2: 1769.24
[50] valid_0's poisson: -93.73 valid_0's l2: 1760.32
[51] valid_0's poisson: -93.8281 valid_0's l2: 1751.37
[52] valid_0's poisson: -93.9243 valid_0's l2: 1742.58
[53] valid_0's poisson: -94.0199 valid_0's l2: 1733.84
[54] valid_0's poisson: -94.114 valid_0's l2: 1725.18
[55] valid_0's poisson: -94.2076 valid_0's l2: 1716.57
[56] valid_0's poisson: -94.3007 valid_0's l2: 1708
[57] valid_0's poisson: -94.3924 valid_0's l2: 1699.52
[58] valid_0's poisson: -94.4844 valid_0's l2: 1690.98
[59] valid_0's poisson: -94.5748 valid_0's l2: 1682.6
[60] valid_0's poisson: -94.6638 valid_0's l2: 1674.31
[61] valid_0's poisson: -94.7524 valid_0's l2: 1666.06
[62] valid_0's poisson: -94.8409 valid_0's l2: 1657.79
[63] valid_0's poisson: -94.9275 valid_0's l2: 1649.68
[64] valid_0's poisson: -95.0141 valid_0's l2: 1641.56
[65] valid_0's poisson: -95.0997 valid_0's l2: 1633.5
[66] valid_0's poisson: -95.1845 valid_0's l2: 1625.5
[67] valid_0's poisson: -95.2681 valid_0's l2: 1617.62
[68] valid_0's poisson: -95.352 valid_0's l2: 1609.7
[69] valid_0's poisson: -95.4345 valid_0's l2: 1601.88
[70] valid_0's poisson: -95.5154 valid_0's l2: 1594.19
[71] valid_0's poisson: -95.5962 valid_0's l2: 1586.51
[72] valid_0's poisson: -95.6773 valid_0's l2: 1578.81
[73] valid_0's poisson: -95.7559 valid_0's l2: 1571.29
[74] valid_0's poisson: -95.8345 valid_0's l2: 1563.81
[75] valid_0's poisson: -95.9119 valid_0's l2: 1556.4
[76] valid_0's poisson: -95.9887 valid_0's l2: 1549.01
[77] valid_0's poisson: -96.0663 valid_0's l2: 1541.6
[78] valid_0's poisson: -96.1425 valid_0's l2: 1534.29
[79] valid_0's poisson: -96.2173 valid_0's l2: 1527.09
[80] valid_0's poisson: -96.2917 valid_0's l2: 1519.94
[81] valid_0's poisson: -96.3667 valid_0's l2: 1512.74
[82] valid_0's poisson: -96.4396 valid_0's l2: 1505.7
[83] valid_0's poisson: -96.5121 valid_0's l2: 1498.68
[84] valid_0's poisson: -96.5842 valid_0's l2: 1491.71
[85] valid_0's poisson: -96.6555 valid_0's l2: 1484.82
[86] valid_0's poisson: -96.7276 valid_0's l2: 1477.87
[87] valid_0's poisson: -96.7976 valid_0's l2: 1471.06
[88] valid_0's poisson: -96.868 valid_0's l2: 1464.24
[89] valid_0's poisson: -96.9369 valid_0's l2: 1457.52
[90] valid_0's poisson: -97.0072 valid_0's l2: 1450.72
[91] valid_0's poisson: -97.075 valid_0's l2: 1444.19
[92] valid_0's poisson: -97.1421 valid_0's l2: 1437.69
[93] valid_0's poisson: -97.2085 valid_0's l2: 1431.21
[94] valid_0's poisson: -97.2745 valid_0's l2: 1424.78
[95] valid_0's poisson: -97.3422 valid_0's l2: 1418.22
[96] valid_0's poisson: -97.4076 valid_0's l2: 1411.83
[97] valid_0's poisson: -97.4719 valid_0's l2: 1405.59
[98] valid_0's poisson: -97.5358 valid_0's l2: 1399.32
[99] valid_0's poisson: -97.6013 valid_0's l2: 1392.95
[100] valid_0's poisson: -97.6637 valid_0's l2: 1386.86
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -94.8847 valid_0's l2: 1661.04
[2] valid_0's poisson: -99.0586 valid_0's l2: 1266.02
[3] valid_0's poisson: -101.687 valid_0's l2: 1017.14
[4] valid_0's poisson: -103.35 valid_0's l2: 857.207
[5] valid_0's poisson: -104.73 valid_0's l2: 736.355
[6] valid_0's poisson: -105.654 valid_0's l2: 664.829
[7] valid_0's poisson: -106.269 valid_0's l2: 613.668
[8] valid_0's poisson: -106.787 valid_0's l2: 576.175
[9] valid_0's poisson: -107.168 valid_0's l2: 542.349
[10] valid_0's poisson: -107.343 valid_0's l2: 520.989
[11] valid_0's poisson: -107.547 valid_0's l2: 500.941
[12] valid_0's poisson: -107.554 valid_0's l2: 487.514
[13] valid_0's poisson: -107.731 valid_0's l2: 470.452
[14] valid_0's poisson: -107.662 valid_0's l2: 463.409
[15] valid_0's poisson: -107.643 valid_0's l2: 453.241
[16] valid_0's poisson: -107.481 valid_0's l2: 445.252
[17] valid_0's poisson: -107.351 valid_0's l2: 438.283
[18] valid_0's poisson: -107.281 valid_0's l2: 431.806
[19] valid_0's poisson: -107.229 valid_0's l2: 426.739
[20] valid_0's poisson: -107.071 valid_0's l2: 424.078
[21] valid_0's poisson: -106.97 valid_0's l2: 420.124
[22] valid_0's poisson: -106.711 valid_0's l2: 418.344
[23] valid_0's poisson: -106.837 valid_0's l2: 415.938
[24] valid_0's poisson: -106.785 valid_0's l2: 409.324
[25] valid_0's poisson: -106.644 valid_0's l2: 408.048
[26] valid_0's poisson: -106.612 valid_0's l2: 402.65
[27] valid_0's poisson: -106.418 valid_0's l2: 401.168
[28] valid_0's poisson: -106.461 valid_0's l2: 397.117
[29] valid_0's poisson: -106.249 valid_0's l2: 396.838
[30] valid_0's poisson: -106.497 valid_0's l2: 395.368
[31] valid_0's poisson: -106.376 valid_0's l2: 394.34
[32] valid_0's poisson: -106.275 valid_0's l2: 387.138
[33] valid_0's poisson: -106.038 valid_0's l2: 385.539
[34] valid_0's poisson: -106.338 valid_0's l2: 383.632
[35] valid_0's poisson: -106.171 valid_0's l2: 380.729
[36] valid_0's poisson: -106.216 valid_0's l2: 379.325
[37] valid_0's poisson: -106.033 valid_0's l2: 376.825
[38] valid_0's poisson: -105.718 valid_0's l2: 375.982
[39] valid_0's poisson: -105.694 valid_0's l2: 371.457
[40] valid_0's poisson: -105.588 valid_0's l2: 370.605
[41] valid_0's poisson: -105.571 valid_0's l2: 368.786
[42] valid_0's poisson: -105.551 valid_0's l2: 368.157
[43] valid_0's poisson: -105.579 valid_0's l2: 367.657
[44] valid_0's poisson: -105.658 valid_0's l2: 367.826
[45] valid_0's poisson: -105.952 valid_0's l2: 365.072
[46] valid_0's poisson: -106.137 valid_0's l2: 362.162
[47] valid_0's poisson: -106.044 valid_0's l2: 361.638
[48] valid_0's poisson: -106.034 valid_0's l2: 359.865
[49] valid_0's poisson: -106.025 valid_0's l2: 359.181
[50] valid_0's poisson: -105.861 valid_0's l2: 357.373
[51] valid_0's poisson: -105.833 valid_0's l2: 357.165
[52] valid_0's poisson: -105.628 valid_0's l2: 354.992
[53] valid_0's poisson: -105.634 valid_0's l2: 355.068
[54] valid_0's poisson: -105.582 valid_0's l2: 352.208
[55] valid_0's poisson: -105.467 valid_0's l2: 350.097
[56] valid_0's poisson: -105.48 valid_0's l2: 350.104
[57] valid_0's poisson: -105.481 valid_0's l2: 349.982
[58] valid_0's poisson: -105.396 valid_0's l2: 348.46
[59] valid_0's poisson: -105.395 valid_0's l2: 347.164
[60] valid_0's poisson: -105.351 valid_0's l2: 346.576
[61] valid_0's poisson: -105.529 valid_0's l2: 345.057
[62] valid_0's poisson: -105.553 valid_0's l2: 345.09
[63] valid_0's poisson: -105.578 valid_0's l2: 344.805
[64] valid_0's poisson: -105.62 valid_0's l2: 344.055
[65] valid_0's poisson: -105.525 valid_0's l2: 343.922
[66] valid_0's poisson: -105.524 valid_0's l2: 343.804
[67] valid_0's poisson: -105.406 valid_0's l2: 343.312
[68] valid_0's poisson: -105.361 valid_0's l2: 342.951
[69] valid_0's poisson: -105.469 valid_0's l2: 339.99
[70] valid_0's poisson: -105.474 valid_0's l2: 339.919
[71] valid_0's poisson: -105.555 valid_0's l2: 338.718
[72] valid_0's poisson: -105.753 valid_0's l2: 336.673
[73] valid_0's poisson: -105.679 valid_0's l2: 336.456
[74] valid_0's poisson: -105.661 valid_0's l2: 335.715
[75] valid_0's poisson: -105.539 valid_0's l2: 335.134
[76] valid_0's poisson: -105.518 valid_0's l2: 334.462
[77] valid_0's poisson: -105.524 valid_0's l2: 335.118
[78] valid_0's poisson: -105.519 valid_0's l2: 334.254
[79] valid_0's poisson: -105.643 valid_0's l2: 331.817
[80] valid_0's poisson: -105.575 valid_0's l2: 331.194
[81] valid_0's poisson: -105.574 valid_0's l2: 330.77
[82] valid_0's poisson: -105.633 valid_0's l2: 330.136
[83] valid_0's poisson: -105.6 valid_0's l2: 329.474
[84] valid_0's poisson: -105.755 valid_0's l2: 328.655
[85] valid_0's poisson: -105.765 valid_0's l2: 328.657
[86] valid_0's poisson: -105.659 valid_0's l2: 328.342
[87] valid_0's poisson: -105.641 valid_0's l2: 328.408
[88] valid_0's poisson: -105.548 valid_0's l2: 328.316
[89] valid_0's poisson: -105.653 valid_0's l2: 328.489
[90] valid_0's poisson: -105.557 valid_0's l2: 327.9
[91] valid_0's poisson: -105.437 valid_0's l2: 327.589
[92] valid_0's poisson: -105.302 valid_0's l2: 327.092
[93] valid_0's poisson: -105.152 valid_0's l2: 326.406
[94] valid_0's poisson: -105.325 valid_0's l2: 326.178
[95] valid_0's poisson: -105.46 valid_0's l2: 324.274
[96] valid_0's poisson: -105.584 valid_0's l2: 322.791
[97] valid_0's poisson: -105.611 valid_0's l2: 322.243
[98] valid_0's poisson: -105.593 valid_0's l2: 321.945
[99] valid_0's poisson: -105.507 valid_0's l2: 322.048
[100] valid_0's poisson: -105.643 valid_0's l2: 320.997
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -94.9291 valid_0's l2: 1650.63
[2] valid_0's poisson: -99.3598 valid_0's l2: 1228.68
[3] valid_0's poisson: -101.824 valid_0's l2: 993.263
[4] valid_0's poisson: -103.45 valid_0's l2: 843.479
[5] valid_0's poisson: -104.74 valid_0's l2: 732.914
[6] valid_0's poisson: -105.616 valid_0's l2: 659.97
[7] valid_0's poisson: -106.365 valid_0's l2: 602.534
[8] valid_0's poisson: -106.81 valid_0's l2: 565.555
[9] valid_0's poisson: -107.12 valid_0's l2: 534.209
[10] valid_0's poisson: -107.418 valid_0's l2: 508.793
[11] valid_0's poisson: -107.415 valid_0's l2: 489.002
[12] valid_0's poisson: -107.551 valid_0's l2: 471.905
[13] valid_0's poisson: -107.673 valid_0's l2: 457.647
[14] valid_0's poisson: -107.473 valid_0's l2: 449.487
[15] valid_0's poisson: -107.306 valid_0's l2: 441.846
[16] valid_0's poisson: -107.33 valid_0's l2: 434.925
[17] valid_0's poisson: -107.156 valid_0's l2: 429.032
[18] valid_0's poisson: -107.126 valid_0's l2: 420.601
[19] valid_0's poisson: -106.898 valid_0's l2: 418.408
[20] valid_0's poisson: -106.904 valid_0's l2: 415.325
[21] valid_0's poisson: -106.967 valid_0's l2: 410.761
[22] valid_0's poisson: -106.914 valid_0's l2: 409.838
[23] valid_0's poisson: -106.953 valid_0's l2: 404.567
[24] valid_0's poisson: -106.997 valid_0's l2: 401.412
[25] valid_0's poisson: -106.841 valid_0's l2: 397.347
[26] valid_0's poisson: -106.866 valid_0's l2: 396.187
[27] valid_0's poisson: -106.56 valid_0's l2: 395.537
[28] valid_0's poisson: -106.615 valid_0's l2: 392.767
[29] valid_0's poisson: -106.601 valid_0's l2: 391.281
[30] valid_0's poisson: -106.641 valid_0's l2: 388.841
[31] valid_0's poisson: -106.606 valid_0's l2: 385.245
[32] valid_0's poisson: -106.425 valid_0's l2: 381.951
[33] valid_0's poisson: -106.484 valid_0's l2: 381.639
[34] valid_0's poisson: -106.537 valid_0's l2: 379.631
[35] valid_0's poisson: -106.506 valid_0's l2: 378.829
[36] valid_0's poisson: -106.508 valid_0's l2: 375.511
[37] valid_0's poisson: -106.513 valid_0's l2: 375.343
[38] valid_0's poisson: -106.359 valid_0's l2: 374.394
[39] valid_0's poisson: -106.343 valid_0's l2: 373.079
[40] valid_0's poisson: -106.351 valid_0's l2: 372.987
[41] valid_0's poisson: -106.381 valid_0's l2: 372.222
[42] valid_0's poisson: -106.219 valid_0's l2: 370.735
[43] valid_0's poisson: -106.322 valid_0's l2: 368.499
[44] valid_0's poisson: -106.325 valid_0's l2: 367.277
[45] valid_0's poisson: -106.457 valid_0's l2: 365.091
[46] valid_0's poisson: -106.56 valid_0's l2: 363.997
[47] valid_0's poisson: -106.514 valid_0's l2: 363.119
[48] valid_0's poisson: -106.097 valid_0's l2: 361.09
[49] valid_0's poisson: -106.118 valid_0's l2: 360.867
[50] valid_0's poisson: -106.1 valid_0's l2: 360.975
[51] valid_0's poisson: -106.081 valid_0's l2: 359.92
[52] valid_0's poisson: -105.96 valid_0's l2: 359.137
[53] valid_0's poisson: -105.952 valid_0's l2: 358.283
[54] valid_0's poisson: -105.892 valid_0's l2: 357.421
[55] valid_0's poisson: -105.836 valid_0's l2: 355.813
[56] valid_0's poisson: -105.792 valid_0's l2: 354.997
[57] valid_0's poisson: -105.75 valid_0's l2: 353.49
[58] valid_0's poisson: -105.747 valid_0's l2: 351.904
[59] valid_0's poisson: -105.725 valid_0's l2: 351.928
[60] valid_0's poisson: -105.747 valid_0's l2: 349.67
[61] valid_0's poisson: -105.682 valid_0's l2: 348.676
[62] valid_0's poisson: -105.719 valid_0's l2: 348.249
[63] valid_0's poisson: -105.767 valid_0's l2: 347.438
[64] valid_0's poisson: -105.786 valid_0's l2: 346.748
[65] valid_0's poisson: -105.82 valid_0's l2: 344.887
[66] valid_0's poisson: -105.714 valid_0's l2: 344.766
[67] valid_0's poisson: -105.724 valid_0's l2: 344.581
[68] valid_0's poisson: -105.743 valid_0's l2: 344.004
[69] valid_0's poisson: -105.89 valid_0's l2: 343.818
[70] valid_0's poisson: -105.912 valid_0's l2: 343.244
[71] valid_0's poisson: -106.015 valid_0's l2: 342.745
[72] valid_0's poisson: -105.994 valid_0's l2: 342.137
[73] valid_0's poisson: -105.915 valid_0's l2: 341.59
[74] valid_0's poisson: -105.62 valid_0's l2: 341.69
[75] valid_0's poisson: -105.845 valid_0's l2: 339.381
[76] valid_0's poisson: -105.81 valid_0's l2: 339.31
[77] valid_0's poisson: -105.813 valid_0's l2: 339.169
[78] valid_0's poisson: -105.673 valid_0's l2: 337.561
[79] valid_0's poisson: -105.672 valid_0's l2: 337.462
[80] valid_0's poisson: -105.734 valid_0's l2: 336.087
[81] valid_0's poisson: -105.744 valid_0's l2: 335.643
[82] valid_0's poisson: -105.66 valid_0's l2: 335.57
[83] valid_0's poisson: -105.783 valid_0's l2: 335.385
[84] valid_0's poisson: -105.766 valid_0's l2: 334.802
[85] valid_0's poisson: -105.7 valid_0's l2: 334.725
[86] valid_0's poisson: -105.583 valid_0's l2: 334.12
[87] valid_0's poisson: -105.539 valid_0's l2: 332.766
[88] valid_0's poisson: -105.537 valid_0's l2: 332.923
[89] valid_0's poisson: -105.473 valid_0's l2: 333.057
[90] valid_0's poisson: -105.467 valid_0's l2: 333.665
[91] valid_0's poisson: -105.487 valid_0's l2: 333.251
[92] valid_0's poisson: -105.244 valid_0's l2: 333.009
[93] valid_0's poisson: -105.308 valid_0's l2: 332.128
[94] valid_0's poisson: -105.155 valid_0's l2: 332.357
[95] valid_0's poisson: -105.234 valid_0's l2: 332.209
[96] valid_0's poisson: -105.321 valid_0's l2: 330.71
[97] valid_0's poisson: -105.388 valid_0's l2: 330.261
[98] valid_0's poisson: -105.306 valid_0's l2: 329.599
[99] valid_0's poisson: -105.42 valid_0's l2: 328.345
[100] valid_0's poisson: -105.235 valid_0's l2: 328.229
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -95.0024 valid_0's l2: 1645.33
[2] valid_0's poisson: -99.2844 valid_0's l2: 1238.85
[3] valid_0's poisson: -101.839 valid_0's l2: 991.654
[4] valid_0's poisson: -103.499 valid_0's l2: 839.492
[5] valid_0's poisson: -104.776 valid_0's l2: 732.232
[6] valid_0's poisson: -105.7 valid_0's l2: 659.77
[7] valid_0's poisson: -106.27 valid_0's l2: 609.999
[8] valid_0's poisson: -106.878 valid_0's l2: 568.325
[9] valid_0's poisson: -107.221 valid_0's l2: 532.951
[10] valid_0's poisson: -107.479 valid_0's l2: 512.529
[11] valid_0's poisson: -107.678 valid_0's l2: 489.22
[12] valid_0's poisson: -107.581 valid_0's l2: 477.364
[13] valid_0's poisson: -107.617 valid_0's l2: 465.921
[14] valid_0's poisson: -107.362 valid_0's l2: 458.252
[15] valid_0's poisson: -107.106 valid_0's l2: 452.195
[16] valid_0's poisson: -107.275 valid_0's l2: 445.829
[17] valid_0's poisson: -106.849 valid_0's l2: 438.846
[18] valid_0's poisson: -106.581 valid_0's l2: 435.26
[19] valid_0's poisson: -106.362 valid_0's l2: 430.297
[20] valid_0's poisson: -106.44 valid_0's l2: 425.806
[21] valid_0's poisson: -106.347 valid_0's l2: 420.747
[22] valid_0's poisson: -106.19 valid_0's l2: 418.389
[23] valid_0's poisson: -106.173 valid_0's l2: 413.863
[24] valid_0's poisson: -106.215 valid_0's l2: 411.472
[25] valid_0's poisson: -106.16 valid_0's l2: 410.853
[26] valid_0's poisson: -106.158 valid_0's l2: 409.04
[27] valid_0's poisson: -106.092 valid_0's l2: 405.936
[28] valid_0's poisson: -105.925 valid_0's l2: 403.676
[29] valid_0's poisson: -106.007 valid_0's l2: 401.454
[30] valid_0's poisson: -105.989 valid_0's l2: 398.782
[31] valid_0's poisson: -106.05 valid_0's l2: 396.911
[32] valid_0's poisson: -105.935 valid_0's l2: 394.672
[33] valid_0's poisson: -105.733 valid_0's l2: 393.6
[34] valid_0's poisson: -105.681 valid_0's l2: 392.396
[35] valid_0's poisson: -105.711 valid_0's l2: 391.829
[36] valid_0's poisson: -105.798 valid_0's l2: 390.005
[37] valid_0's poisson: -105.77 valid_0's l2: 389.045
[38] valid_0's poisson: -105.743 valid_0's l2: 388.832
[39] valid_0's poisson: -105.718 valid_0's l2: 388.367
[40] valid_0's poisson: -105.629 valid_0's l2: 386.31
[41] valid_0's poisson: -105.692 valid_0's l2: 385.858
[42] valid_0's poisson: -105.799 valid_0's l2: 381.513
[43] valid_0's poisson: -105.699 valid_0's l2: 380.782
[44] valid_0's poisson: -105.63 valid_0's l2: 380.318
[45] valid_0's poisson: -105.768 valid_0's l2: 378.617
[46] valid_0's poisson: -105.638 valid_0's l2: 376.533
[47] valid_0's poisson: -105.606 valid_0's l2: 376.566
[48] valid_0's poisson: -105.624 valid_0's l2: 376.699
[49] valid_0's poisson: -105.698 valid_0's l2: 374.588
[50] valid_0's poisson: -105.559 valid_0's l2: 373.395
[51] valid_0's poisson: -105.623 valid_0's l2: 371.291
[52] valid_0's poisson: -105.537 valid_0's l2: 371.052
[53] valid_0's poisson: -105.598 valid_0's l2: 369.427
[54] valid_0's poisson: -105.744 valid_0's l2: 368.808
[55] valid_0's poisson: -105.77 valid_0's l2: 367.719
[56] valid_0's poisson: -105.787 valid_0's l2: 367.084
[57] valid_0's poisson: -105.641 valid_0's l2: 366.751
[58] valid_0's poisson: -105.658 valid_0's l2: 366.222
[59] valid_0's poisson: -105.605 valid_0's l2: 364.87
[60] valid_0's poisson: -105.569 valid_0's l2: 364.213
[61] valid_0's poisson: -105.71 valid_0's l2: 363.117
[62] valid_0's poisson: -105.667 valid_0's l2: 362.883
[63] valid_0's poisson: -105.53 valid_0's l2: 362.147
[64] valid_0's poisson: -105.508 valid_0's l2: 361.557
[65] valid_0's poisson: -105.544 valid_0's l2: 361.562
[66] valid_0's poisson: -105.587 valid_0's l2: 361.498
[67] valid_0's poisson: -105.457 valid_0's l2: 359.094
[68] valid_0's poisson: -105.494 valid_0's l2: 357.778
[69] valid_0's poisson: -105.38 valid_0's l2: 355.855
[70] valid_0's poisson: -105.404 valid_0's l2: 354.167
[71] valid_0's poisson: -105.416 valid_0's l2: 353.306
[72] valid_0's poisson: -105.399 valid_0's l2: 353.385
[73] valid_0's poisson: -105.374 valid_0's l2: 351.852
[74] valid_0's poisson: -105.353 valid_0's l2: 350.69
[75] valid_0's poisson: -105.42 valid_0's l2: 350.015
[76] valid_0's poisson: -105.374 valid_0's l2: 349.885
[77] valid_0's poisson: -105.385 valid_0's l2: 349.372
[78] valid_0's poisson: -105.359 valid_0's l2: 348.759
[79] valid_0's poisson: -105.184 valid_0's l2: 347.793
[80] valid_0's poisson: -105.19 valid_0's l2: 347.801
[81] valid_0's poisson: -105.279 valid_0's l2: 346.45
[82] valid_0's poisson: -105.142 valid_0's l2: 345.581
[83] valid_0's poisson: -105.247 valid_0's l2: 343.845
[84] valid_0's poisson: -105.257 valid_0's l2: 342.052
[85] valid_0's poisson: -105.204 valid_0's l2: 341.317
[86] valid_0's poisson: -105.203 valid_0's l2: 341.242
[87] valid_0's poisson: -105.172 valid_0's l2: 340.279
[88] valid_0's poisson: -105.174 valid_0's l2: 340.183
[89] valid_0's poisson: -105.193 valid_0's l2: 340.432
[90] valid_0's poisson: -105.115 valid_0's l2: 340.115
[91] valid_0's poisson: -105.115 valid_0's l2: 340.165
[92] valid_0's poisson: -105.06 valid_0's l2: 339.924
[93] valid_0's poisson: -105.032 valid_0's l2: 339.352
[94] valid_0's poisson: -105.048 valid_0's l2: 338.044
[95] valid_0's poisson: -105.192 valid_0's l2: 337.519
[96] valid_0's poisson: -105.198 valid_0's l2: 335.497
[97] valid_0's poisson: -105.205 valid_0's l2: 335.524
[98] valid_0's poisson: -105.182 valid_0's l2: 335.331
[99] valid_0's poisson: -105.084 valid_0's l2: 334.573
[100] valid_0's poisson: -105.097 valid_0's l2: 333.819
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -95.0199 valid_0's l2: 1646.31
[2] valid_0's poisson: -99.1928 valid_0's l2: 1250
[3] valid_0's poisson: -101.821 valid_0's l2: 1000.8
[4] valid_0's poisson: -103.414 valid_0's l2: 847.953
[5] valid_0's poisson: -104.752 valid_0's l2: 734.193
[6] valid_0's poisson: -105.721 valid_0's l2: 655.805
[7] valid_0's poisson: -106.403 valid_0's l2: 600.198
[8] valid_0's poisson: -106.934 valid_0's l2: 560.946
[9] valid_0's poisson: -107.288 valid_0's l2: 526.743
[10] valid_0's poisson: -107.444 valid_0's l2: 504.432
[11] valid_0's poisson: -107.652 valid_0's l2: 486.074
[12] valid_0's poisson: -107.583 valid_0's l2: 468.67
[13] valid_0's poisson: -107.399 valid_0's l2: 458.104
[14] valid_0's poisson: -107.075 valid_0's l2: 449.848
[15] valid_0's poisson: -107.229 valid_0's l2: 443.995
[16] valid_0's poisson: -107.343 valid_0's l2: 437.3
[17] valid_0's poisson: -107.143 valid_0's l2: 432.284
[18] valid_0's poisson: -107.241 valid_0's l2: 427.486
[19] valid_0's poisson: -107.238 valid_0's l2: 421.372
[20] valid_0's poisson: -107.284 valid_0's l2: 416.931
[21] valid_0's poisson: -107.208 valid_0's l2: 414.599
[22] valid_0's poisson: -107.168 valid_0's l2: 409.342
[23] valid_0's poisson: -107.245 valid_0's l2: 406.365
[24] valid_0's poisson: -107.135 valid_0's l2: 403.406
[25] valid_0's poisson: -106.933 valid_0's l2: 400.478
[26] valid_0's poisson: -106.82 valid_0's l2: 398.832
[27] valid_0's poisson: -106.711 valid_0's l2: 397.534
[28] valid_0's poisson: -106.73 valid_0's l2: 395.386
[29] valid_0's poisson: -106.798 valid_0's l2: 393.002
[30] valid_0's poisson: -106.392 valid_0's l2: 387.191
[31] valid_0's poisson: -106.181 valid_0's l2: 386.998
[32] valid_0's poisson: -106.288 valid_0's l2: 385.992
[33] valid_0's poisson: -106.161 valid_0's l2: 384.995
[34] valid_0's poisson: -106.461 valid_0's l2: 383.697
[35] valid_0's poisson: -106.56 valid_0's l2: 381.068
[36] valid_0's poisson: -106.42 valid_0's l2: 379.765
[37] valid_0's poisson: -106.164 valid_0's l2: 378.594
[38] valid_0's poisson: -106.095 valid_0's l2: 378.311
[39] valid_0's poisson: -106.184 valid_0's l2: 377.726
[40] valid_0's poisson: -105.864 valid_0's l2: 376.646
[41] valid_0's poisson: -105.906 valid_0's l2: 375.293
[42] valid_0's poisson: -105.867 valid_0's l2: 372.565
[43] valid_0's poisson: -105.932 valid_0's l2: 370.347
[44] valid_0's poisson: -105.863 valid_0's l2: 368.339
[45] valid_0's poisson: -105.866 valid_0's l2: 368.09
[46] valid_0's poisson: -105.73 valid_0's l2: 367.087
[47] valid_0's poisson: -105.686 valid_0's l2: 365.98
[48] valid_0's poisson: -105.586 valid_0's l2: 365.233
[49] valid_0's poisson: -105.659 valid_0's l2: 362.783
[50] valid_0's poisson: -105.459 valid_0's l2: 362.391
[51] valid_0's poisson: -105.446 valid_0's l2: 360.368
[52] valid_0's poisson: -105.214 valid_0's l2: 359.661
[53] valid_0's poisson: -105.151 valid_0's l2: 358.348
[54] valid_0's poisson: -105.25 valid_0's l2: 357.715
[55] valid_0's poisson: -105.227 valid_0's l2: 356.575
[56] valid_0's poisson: -105.24 valid_0's l2: 356.317
[57] valid_0's poisson: -105.169 valid_0's l2: 356.73
[58] valid_0's poisson: -105.121 valid_0's l2: 355.374
[59] valid_0's poisson: -105.103 valid_0's l2: 355.529
[60] valid_0's poisson: -105.225 valid_0's l2: 354.748
[61] valid_0's poisson: -105.258 valid_0's l2: 354.623
[62] valid_0's poisson: -105.334 valid_0's l2: 350.503
[63] valid_0's poisson: -105.416 valid_0's l2: 348.243
[64] valid_0's poisson: -105.436 valid_0's l2: 347.736
[65] valid_0's poisson: -105.428 valid_0's l2: 347.786
[66] valid_0's poisson: -105.49 valid_0's l2: 346.392
[67] valid_0's poisson: -105.365 valid_0's l2: 343.157
[68] valid_0's poisson: -105.36 valid_0's l2: 342.076
[69] valid_0's poisson: -105.331 valid_0's l2: 341.822
[70] valid_0's poisson: -105.729 valid_0's l2: 340.47
[71] valid_0's poisson: -105.748 valid_0's l2: 340.412
[72] valid_0's poisson: -105.786 valid_0's l2: 339.256
[73] valid_0's poisson: -105.752 valid_0's l2: 337.758
[74] valid_0's poisson: -105.691 valid_0's l2: 337.949
[75] valid_0's poisson: -105.697 valid_0's l2: 337.994
[76] valid_0's poisson: -105.605 valid_0's l2: 337.934
[77] valid_0's poisson: -105.616 valid_0's l2: 337.324
[78] valid_0's poisson: -105.588 valid_0's l2: 337.181
[79] valid_0's poisson: -105.589 valid_0's l2: 337.032
[80] valid_0's poisson: -105.561 valid_0's l2: 336.452
[81] valid_0's poisson: -105.549 valid_0's l2: 335.196
[82] valid_0's poisson: -105.511 valid_0's l2: 334.802
[83] valid_0's poisson: -105.511 valid_0's l2: 334.431
[84] valid_0's poisson: -105.513 valid_0's l2: 333.498
[85] valid_0's poisson: -105.569 valid_0's l2: 331.971
[86] valid_0's poisson: -105.656 valid_0's l2: 331.243
[87] valid_0's poisson: -105.653 valid_0's l2: 331.18
[88] valid_0's poisson: -105.608 valid_0's l2: 331.109
[89] valid_0's poisson: -105.608 valid_0's l2: 331.236
[90] valid_0's poisson: -105.698 valid_0's l2: 330.319
[91] valid_0's poisson: -105.69 valid_0's l2: 330.388
[92] valid_0's poisson: -105.62 valid_0's l2: 330.489
[93] valid_0's poisson: -105.507 valid_0's l2: 329.741
[94] valid_0's poisson: -105.561 valid_0's l2: 329.114
[95] valid_0's poisson: -105.602 valid_0's l2: 329.153
[96] valid_0's poisson: -105.516 valid_0's l2: 328.204
[97] valid_0's poisson: -105.508 valid_0's l2: 328.351
[98] valid_0's poisson: -105.532 valid_0's l2: 328.645
[99] valid_0's poisson: -105.667 valid_0's l2: 328.065
[100] valid_0's poisson: -105.592 valid_0's l2: 326.773
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -94.9537 valid_0's l2: 1649.63
[2] valid_0's poisson: -99.1326 valid_0's l2: 1252.6
[3] valid_0's poisson: -101.772 valid_0's l2: 998.088
[4] valid_0's poisson: -103.463 valid_0's l2: 841.998
[5] valid_0's poisson: -104.727 valid_0's l2: 733.936
[6] valid_0's poisson: -105.593 valid_0's l2: 658.403
[7] valid_0's poisson: -106.305 valid_0's l2: 605.255
[8] valid_0's poisson: -106.808 valid_0's l2: 565.912
[9] valid_0's poisson: -107.073 valid_0's l2: 532.623
[10] valid_0's poisson: -107.252 valid_0's l2: 508.201
[11] valid_0's poisson: -107.408 valid_0's l2: 491.041
[12] valid_0's poisson: -107.334 valid_0's l2: 474.356
[13] valid_0's poisson: -107.417 valid_0's l2: 465.539
[14] valid_0's poisson: -107.095 valid_0's l2: 459.094
[15] valid_0's poisson: -106.882 valid_0's l2: 454.219
[16] valid_0's poisson: -107.034 valid_0's l2: 444.134
[17] valid_0's poisson: -106.884 valid_0's l2: 438.991
[18] valid_0's poisson: -106.888 valid_0's l2: 433.537
[19] valid_0's poisson: -106.999 valid_0's l2: 429.379
[20] valid_0's poisson: -107.113 valid_0's l2: 423.604
[21] valid_0's poisson: -106.878 valid_0's l2: 420.514
[22] valid_0's poisson: -106.641 valid_0's l2: 417.199
[23] valid_0's poisson: -106.572 valid_0's l2: 414.252
[24] valid_0's poisson: -106.421 valid_0's l2: 410.606
[25] valid_0's poisson: -106.406 valid_0's l2: 409.515
[26] valid_0's poisson: -106.551 valid_0's l2: 406.862
[27] valid_0's poisson: -106.35 valid_0's l2: 405.947
[28] valid_0's poisson: -106.306 valid_0's l2: 405.056
[29] valid_0's poisson: -106.294 valid_0's l2: 403.887
[30] valid_0's poisson: -106.294 valid_0's l2: 402.345
[31] valid_0's poisson: -106.358 valid_0's l2: 402.284
[32] valid_0's poisson: -106.531 valid_0's l2: 398.921
[33] valid_0's poisson: -106.468 valid_0's l2: 394.073
[34] valid_0's poisson: -106.398 valid_0's l2: 392.185
[35] valid_0's poisson: -106.13 valid_0's l2: 390.629
[36] valid_0's poisson: -106.004 valid_0's l2: 387.341
[37] valid_0's poisson: -105.937 valid_0's l2: 387.243
[38] valid_0's poisson: -105.906 valid_0's l2: 383.432
[39] valid_0's poisson: -105.773 valid_0's l2: 380.001
[40] valid_0's poisson: -105.708 valid_0's l2: 379.692
[41] valid_0's poisson: -105.7 valid_0's l2: 379.051
[42] valid_0's poisson: -105.672 valid_0's l2: 378.893
[43] valid_0's poisson: -105.607 valid_0's l2: 377.933
[44] valid_0's poisson: -105.47 valid_0's l2: 376.28
[45] valid_0's poisson: -105.381 valid_0's l2: 374.799
[46] valid_0's poisson: -105.541 valid_0's l2: 374.381
[47] valid_0's poisson: -105.516 valid_0's l2: 371.832
[48] valid_0's poisson: -105.546 valid_0's l2: 369.626
[49] valid_0's poisson: -105.552 valid_0's l2: 368.732
[50] valid_0's poisson: -105.554 valid_0's l2: 368.635
[51] valid_0's poisson: -105.346 valid_0's l2: 368.514
[52] valid_0's poisson: -105.25 valid_0's l2: 367.861
[53] valid_0's poisson: -105.292 valid_0's l2: 367.394
[54] valid_0's poisson: -105.364 valid_0's l2: 367.296
[55] valid_0's poisson: -105.266 valid_0's l2: 365.857
[56] valid_0's poisson: -105.328 valid_0's l2: 365.067
[57] valid_0's poisson: -105.318 valid_0's l2: 364.897
[58] valid_0's poisson: -105.365 valid_0's l2: 364.613
[59] valid_0's poisson: -105.42 valid_0's l2: 363.308
[60] valid_0's poisson: -105.418 valid_0's l2: 363.363
[61] valid_0's poisson: -105.411 valid_0's l2: 362.467
[62] valid_0's poisson: -105.4 valid_0's l2: 362.768
[63] valid_0's poisson: -105.347 valid_0's l2: 362.34
[64] valid_0's poisson: -105.24 valid_0's l2: 362.328
[65] valid_0's poisson: -105.262 valid_0's l2: 362.207
[66] valid_0's poisson: -105.172 valid_0's l2: 361.92
[67] valid_0's poisson: -105.39 valid_0's l2: 359.757
[68] valid_0's poisson: -105.367 valid_0's l2: 359.926
[69] valid_0's poisson: -105.223 valid_0's l2: 358.217
[70] valid_0's poisson: -105.287 valid_0's l2: 357.341
[71] valid_0's poisson: -105.431 valid_0's l2: 355.371
[72] valid_0's poisson: -105.539 valid_0's l2: 353.076
[73] valid_0's poisson: -105.505 valid_0's l2: 352.343
[74] valid_0's poisson: -105.472 valid_0's l2: 352.541
[75] valid_0's poisson: -105.472 valid_0's l2: 352.66
[76] valid_0's poisson: -105.43 valid_0's l2: 351.969
[77] valid_0's poisson: -105.537 valid_0's l2: 350.103
[78] valid_0's poisson: -105.554 valid_0's l2: 349.286
[79] valid_0's poisson: -105.561 valid_0's l2: 348.456
[80] valid_0's poisson: -105.57 valid_0's l2: 348.165
[81] valid_0's poisson: -105.628 valid_0's l2: 347.318
[82] valid_0's poisson: -105.627 valid_0's l2: 347.215
[83] valid_0's poisson: -105.412 valid_0's l2: 347.153
[84] valid_0's poisson: -105.407 valid_0's l2: 345.378
[85] valid_0's poisson: -105.304 valid_0's l2: 345.084
[86] valid_0's poisson: -105.436 valid_0's l2: 342.937
[87] valid_0's poisson: -105.428 valid_0's l2: 342.875
[88] valid_0's poisson: -105.587 valid_0's l2: 342.814
[89] valid_0's poisson: -105.495 valid_0's l2: 341.77
[90] valid_0's poisson: -105.478 valid_0's l2: 339.4
[91] valid_0's poisson: -105.47 valid_0's l2: 338.727
[92] valid_0's poisson: -105.474 valid_0's l2: 338.609
[93] valid_0's poisson: -105.493 valid_0's l2: 338.221
[94] valid_0's poisson: -105.49 valid_0's l2: 338.21
[95] valid_0's poisson: -105.28 valid_0's l2: 338.076
[96] valid_0's poisson: -105.389 valid_0's l2: 337.82
[97] valid_0's poisson: -105.41 valid_0's l2: 337.392
[98] valid_0's poisson: -105.404 valid_0's l2: 337.554
[99] valid_0's poisson: -105.243 valid_0's l2: 337.467
[100] valid_0's poisson: -105.228 valid_0's l2: 336.315
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -103.031 valid_0's l2: 1063.49
[2] valid_0's poisson: -101.613 valid_0's l2: 755.18
[3] valid_0's poisson: -97.7446 valid_0's l2: 655.929
[4] valid_0's poisson: -95.0916 valid_0's l2: 618.778
[5] valid_0's poisson: -94.6667 valid_0's l2: 603.823
[6] valid_0's poisson: -93.8561 valid_0's l2: 583.2
[7] valid_0's poisson: -95.6366 valid_0's l2: 565.941
[8] valid_0's poisson: -95.3262 valid_0's l2: 548.328
[9] valid_0's poisson: -97.0753 valid_0's l2: 538.261
[10] valid_0's poisson: -97.0445 valid_0's l2: 535.381
[11] valid_0's poisson: -95.8798 valid_0's l2: 507.929
[12] valid_0's poisson: -95.2238 valid_0's l2: 504.356
[13] valid_0's poisson: -95.535 valid_0's l2: 501.823
[14] valid_0's poisson: -94.5656 valid_0's l2: 494.515
[15] valid_0's poisson: -97.6366 valid_0's l2: 483.932
[16] valid_0's poisson: -96.5736 valid_0's l2: 479.981
[17] valid_0's poisson: -97.2342 valid_0's l2: 476.821
[18] valid_0's poisson: -97.0761 valid_0's l2: 476.382
[19] valid_0's poisson: -97.1389 valid_0's l2: 472.952
[20] valid_0's poisson: -97.031 valid_0's l2: 473.692
[21] valid_0's poisson: -96.0186 valid_0's l2: 472.775
[22] valid_0's poisson: -95.9915 valid_0's l2: 464.075
[23] valid_0's poisson: -96.4556 valid_0's l2: 464.881
[24] valid_0's poisson: -97.9679 valid_0's l2: 457.483
[25] valid_0's poisson: -98.1323 valid_0's l2: 454.731
[26] valid_0's poisson: -97.6951 valid_0's l2: 452.025
[27] valid_0's poisson: -97.7875 valid_0's l2: 443.663
[28] valid_0's poisson: -98.569 valid_0's l2: 443.02
[29] valid_0's poisson: -98.4953 valid_0's l2: 429.75
[30] valid_0's poisson: -98.6326 valid_0's l2: 429.346
[31] valid_0's poisson: -98.9884 valid_0's l2: 420.835
[32] valid_0's poisson: -99.1532 valid_0's l2: 419.501
[33] valid_0's poisson: -99.2558 valid_0's l2: 418.893
[34] valid_0's poisson: -99.8964 valid_0's l2: 412.25
[35] valid_0's poisson: -99.4344 valid_0's l2: 406.892
[36] valid_0's poisson: -99.9369 valid_0's l2: 408.248
[37] valid_0's poisson: -99.6469 valid_0's l2: 408.333
[38] valid_0's poisson: -99.7027 valid_0's l2: 407.907
[39] valid_0's poisson: -99.4361 valid_0's l2: 407.138
[40] valid_0's poisson: -100.115 valid_0's l2: 403.962
[41] valid_0's poisson: -100.688 valid_0's l2: 402.39
[42] valid_0's poisson: -100.284 valid_0's l2: 401.736
[43] valid_0's poisson: -100.075 valid_0's l2: 401.201
[44] valid_0's poisson: -99.8962 valid_0's l2: 398.336
[45] valid_0's poisson: -100.436 valid_0's l2: 398.794
[46] valid_0's poisson: -99.9018 valid_0's l2: 398.231
[47] valid_0's poisson: -99.6485 valid_0's l2: 392.606
[48] valid_0's poisson: -99.2404 valid_0's l2: 392.232
[49] valid_0's poisson: -99.4483 valid_0's l2: 391.867
[50] valid_0's poisson: -99.4279 valid_0's l2: 392.178
[51] valid_0's poisson: -99.7808 valid_0's l2: 391.973
[52] valid_0's poisson: -99.9902 valid_0's l2: 389.552
[53] valid_0's poisson: -100.237 valid_0's l2: 392.012
[54] valid_0's poisson: -99.3234 valid_0's l2: 392.28
[55] valid_0's poisson: -99.1178 valid_0's l2: 391.208
[56] valid_0's poisson: -99.0512 valid_0's l2: 390.477
[57] valid_0's poisson: -98.9883 valid_0's l2: 389.543
[58] valid_0's poisson: -98.7169 valid_0's l2: 391.947
[59] valid_0's poisson: -99.2174 valid_0's l2: 391.32
[60] valid_0's poisson: -99.2311 valid_0's l2: 390.194
[61] valid_0's poisson: -98.9951 valid_0's l2: 390.673
[62] valid_0's poisson: -99.2058 valid_0's l2: 388.722
[63] valid_0's poisson: -98.6653 valid_0's l2: 383.958
[64] valid_0's poisson: -98.6681 valid_0's l2: 385.519
[65] valid_0's poisson: -98.7696 valid_0's l2: 385.711
[66] valid_0's poisson: -98.7118 valid_0's l2: 385.841
[67] valid_0's poisson: -98.7863 valid_0's l2: 381.249
[68] valid_0's poisson: -99.38 valid_0's l2: 380.041
[69] valid_0's poisson: -99.0001 valid_0's l2: 381.249
[70] valid_0's poisson: -98.9628 valid_0's l2: 379.29
[71] valid_0's poisson: -98.8218 valid_0's l2: 377.718
[72] valid_0's poisson: -98.1525 valid_0's l2: 376.052
[73] valid_0's poisson: -98.143 valid_0's l2: 377.016
[74] valid_0's poisson: -97.7575 valid_0's l2: 374.553
[75] valid_0's poisson: -97.7369 valid_0's l2: 375.809
[76] valid_0's poisson: -97.8662 valid_0's l2: 372.328
[77] valid_0's poisson: -98.3351 valid_0's l2: 365.512
[78] valid_0's poisson: -98.3009 valid_0's l2: 365.269
[79] valid_0's poisson: -98.5091 valid_0's l2: 362.618
[80] valid_0's poisson: -98.6718 valid_0's l2: 361.967
[81] valid_0's poisson: -98.795 valid_0's l2: 362.231
[82] valid_0's poisson: -98.4909 valid_0's l2: 362.284
[83] valid_0's poisson: -98.4963 valid_0's l2: 361.164
[84] valid_0's poisson: -98.5182 valid_0's l2: 360.404
[85] valid_0's poisson: -98.346 valid_0's l2: 359.931
[86] valid_0's poisson: -98.6618 valid_0's l2: 359.99
[87] valid_0's poisson: -98.3866 valid_0's l2: 360.279
[88] valid_0's poisson: -98.2723 valid_0's l2: 360.707
[89] valid_0's poisson: -98.5769 valid_0's l2: 361.169
[90] valid_0's poisson: -98.5619 valid_0's l2: 360.921
[91] valid_0's poisson: -98.691 valid_0's l2: 360.555
[92] valid_0's poisson: -98.5091 valid_0's l2: 358.698
[93] valid_0's poisson: -98.4944 valid_0's l2: 357.719
[94] valid_0's poisson: -98.489 valid_0's l2: 357.819
[95] valid_0's poisson: -98.6111 valid_0's l2: 357.91
[96] valid_0's poisson: -98.4506 valid_0's l2: 357.359
[97] valid_0's poisson: -98.2659 valid_0's l2: 357.31
[98] valid_0's poisson: -98.4485 valid_0's l2: 358.644
[99] valid_0's poisson: -98.4977 valid_0's l2: 357.363
[100] valid_0's poisson: -98.5294 valid_0's l2: 357.135
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -102.507 valid_0's l2: 1025.85
[2] valid_0's poisson: -89.801 valid_0's l2: 766.029
[3] valid_0's poisson: -97.5179 valid_0's l2: 709.079
[4] valid_0's poisson: -99.8497 valid_0's l2: 665.543
[5] valid_0's poisson: -93.4974 valid_0's l2: 644.963
[6] valid_0's poisson: -92.1496 valid_0's l2: 590.899
[7] valid_0's poisson: -92.2944 valid_0's l2: 578.881
[8] valid_0's poisson: -92.8727 valid_0's l2: 552.385
[9] valid_0's poisson: -91.5556 valid_0's l2: 534.757
[10] valid_0's poisson: -92.9415 valid_0's l2: 531.365
[11] valid_0's poisson: -92.7063 valid_0's l2: 523.208
[12] valid_0's poisson: -95.4797 valid_0's l2: 518.828
[13] valid_0's poisson: -94.6148 valid_0's l2: 515.922
[14] valid_0's poisson: -94.9794 valid_0's l2: 514.308
[15] valid_0's poisson: -93.6893 valid_0's l2: 514.314
[16] valid_0's poisson: -92.8743 valid_0's l2: 513.274
[17] valid_0's poisson: -92.5026 valid_0's l2: 508.758
[18] valid_0's poisson: -92.3711 valid_0's l2: 507.826
[19] valid_0's poisson: -90.5641 valid_0's l2: 497.865
[20] valid_0's poisson: -91.0803 valid_0's l2: 491.087
[21] valid_0's poisson: -91.5925 valid_0's l2: 487.702
[22] valid_0's poisson: -95.5017 valid_0's l2: 472.545
[23] valid_0's poisson: -93.6541 valid_0's l2: 464.311
[24] valid_0's poisson: -93.4636 valid_0's l2: 451.08
[25] valid_0's poisson: -94.6972 valid_0's l2: 447.775
[26] valid_0's poisson: -96.313 valid_0's l2: 444.563
[27] valid_0's poisson: -95.842 valid_0's l2: 443.707
[28] valid_0's poisson: -95.2845 valid_0's l2: 442.434
[29] valid_0's poisson: -95.5289 valid_0's l2: 437.32
[30] valid_0's poisson: -94.9416 valid_0's l2: 435.365
[31] valid_0's poisson: -95.3023 valid_0's l2: 431.677
[32] valid_0's poisson: -96.4475 valid_0's l2: 427.606
[33] valid_0's poisson: -96.0055 valid_0's l2: 426.056
[34] valid_0's poisson: -95.8576 valid_0's l2: 419.242
[35] valid_0's poisson: -96.1026 valid_0's l2: 418.029
[36] valid_0's poisson: -95.8585 valid_0's l2: 418
[37] valid_0's poisson: -98.1416 valid_0's l2: 413.299
[38] valid_0's poisson: -97.8044 valid_0's l2: 412.165
[39] valid_0's poisson: -96.1953 valid_0's l2: 412.019
[40] valid_0's poisson: -96.0119 valid_0's l2: 404.04
[41] valid_0's poisson: -95.8902 valid_0's l2: 404.468
[42] valid_0's poisson: -95.9633 valid_0's l2: 403.997
[43] valid_0's poisson: -95.6877 valid_0's l2: 400.7
[44] valid_0's poisson: -95.8955 valid_0's l2: 400.283
[45] valid_0's poisson: -95.9564 valid_0's l2: 400.677
[46] valid_0's poisson: -95.6575 valid_0's l2: 398.084
[47] valid_0's poisson: -95.9197 valid_0's l2: 396.739
[48] valid_0's poisson: -95.5209 valid_0's l2: 399.613
[49] valid_0's poisson: -95.6655 valid_0's l2: 397.237
[50] valid_0's poisson: -96.9196 valid_0's l2: 393.125
[51] valid_0's poisson: -96.8754 valid_0's l2: 392.425
[52] valid_0's poisson: -96.7914 valid_0's l2: 390.141
[53] valid_0's poisson: -96.8707 valid_0's l2: 387.597
[54] valid_0's poisson: -96.8796 valid_0's l2: 385.757
[55] valid_0's poisson: -97.8139 valid_0's l2: 383.114
[56] valid_0's poisson: -97.5119 valid_0's l2: 382.314
[57] valid_0's poisson: -96.5757 valid_0's l2: 380.586
[58] valid_0's poisson: -96.5823 valid_0's l2: 381.665
[59] valid_0's poisson: -96.5813 valid_0's l2: 380.391
[60] valid_0's poisson: -96.7077 valid_0's l2: 379.075
[61] valid_0's poisson: -97.1394 valid_0's l2: 375.513
[62] valid_0's poisson: -97.5408 valid_0's l2: 375.83
[63] valid_0's poisson: -97.287 valid_0's l2: 375.557
[64] valid_0's poisson: -97.2322 valid_0's l2: 375.75
[65] valid_0's poisson: -97.4948 valid_0's l2: 372.273
[66] valid_0's poisson: -97.2981 valid_0's l2: 375.075
[67] valid_0's poisson: -96.6221 valid_0's l2: 375.807
[68] valid_0's poisson: -96.8927 valid_0's l2: 374.775
[69] valid_0's poisson: -97.1218 valid_0's l2: 371.828
[70] valid_0's poisson: -97.7733 valid_0's l2: 370.156
[71] valid_0's poisson: -97.2811 valid_0's l2: 370.477
[72] valid_0's poisson: -98.3201 valid_0's l2: 368.589
[73] valid_0's poisson: -98.4127 valid_0's l2: 367.791
[74] valid_0's poisson: -98.1267 valid_0's l2: 366.497
[75] valid_0's poisson: -98.6011 valid_0's l2: 366.442
[76] valid_0's poisson: -98.6912 valid_0's l2: 364.603
[77] valid_0's poisson: -98.2681 valid_0's l2: 365.186
[78] valid_0's poisson: -98.283 valid_0's l2: 365.229
[79] valid_0's poisson: -98.293 valid_0's l2: 364.57
[80] valid_0's poisson: -98.4529 valid_0's l2: 364.021
[81] valid_0's poisson: -98.8847 valid_0's l2: 363.254
[82] valid_0's poisson: -98.6007 valid_0's l2: 362.938
[83] valid_0's poisson: -98.9747 valid_0's l2: 363.744
[84] valid_0's poisson: -98.5384 valid_0's l2: 363.014
[85] valid_0's poisson: -98.8747 valid_0's l2: 363.641
[86] valid_0's poisson: -99.2202 valid_0's l2: 365.194
[87] valid_0's poisson: -99.2508 valid_0's l2: 364.658
[88] valid_0's poisson: -98.7247 valid_0's l2: 364.574
[89] valid_0's poisson: -99.1733 valid_0's l2: 364.141
[90] valid_0's poisson: -99.149 valid_0's l2: 362.776
[91] valid_0's poisson: -99.3059 valid_0's l2: 363.384
[92] valid_0's poisson: -99.3291 valid_0's l2: 363.054
[93] valid_0's poisson: -98.8402 valid_0's l2: 362.722
[94] valid_0's poisson: -99.0996 valid_0's l2: 361.581
[95] valid_0's poisson: -99.2491 valid_0's l2: 359.936
[96] valid_0's poisson: -98.9668 valid_0's l2: 358.465
[97] valid_0's poisson: -98.7967 valid_0's l2: 355.986
[98] valid_0's poisson: -99.2301 valid_0's l2: 354.503
[99] valid_0's poisson: -99.3053 valid_0's l2: 354.706
[100] valid_0's poisson: -99.0699 valid_0's l2: 354.851
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -103.032 valid_0's l2: 1054.39
[2] valid_0's poisson: -100.82 valid_0's l2: 755.086
[3] valid_0's poisson: -100.292 valid_0's l2: 650.931
[4] valid_0's poisson: -99.3296 valid_0's l2: 620.811
[5] valid_0's poisson: -92.0454 valid_0's l2: 566.033
[6] valid_0's poisson: -98.9357 valid_0's l2: 544.299
[7] valid_0's poisson: -98.5374 valid_0's l2: 538.403
[8] valid_0's poisson: -98.5656 valid_0's l2: 530.468
[9] valid_0's poisson: -98.6903 valid_0's l2: 522.648
[10] valid_0's poisson: -98.4042 valid_0's l2: 520.48
[11] valid_0's poisson: -97.8528 valid_0's l2: 520.289
[12] valid_0's poisson: -96.7184 valid_0's l2: 505.675
[13] valid_0's poisson: -98.0326 valid_0's l2: 496.708
[14] valid_0's poisson: -97.7918 valid_0's l2: 487.868
[15] valid_0's poisson: -97.4532 valid_0's l2: 485.643
[16] valid_0's poisson: -97.249 valid_0's l2: 486.213
[17] valid_0's poisson: -96.1276 valid_0's l2: 478.076
[18] valid_0's poisson: -97.2291 valid_0's l2: 476.523
[19] valid_0's poisson: -98.4862 valid_0's l2: 469.939
[20] valid_0's poisson: -97.138 valid_0's l2: 463.268
[21] valid_0's poisson: -98.3103 valid_0's l2: 459.028
[22] valid_0's poisson: -98.0593 valid_0's l2: 457.553
[23] valid_0's poisson: -98.087 valid_0's l2: 455.834
[24] valid_0's poisson: -98.2295 valid_0's l2: 454.718
[25] valid_0's poisson: -96.2015 valid_0's l2: 451.174
[26] valid_0's poisson: -96.2786 valid_0's l2: 451.556
[27] valid_0's poisson: -96.5178 valid_0's l2: 453.493
[28] valid_0's poisson: -96.6985 valid_0's l2: 450.622
[29] valid_0's poisson: -96.7196 valid_0's l2: 451.381
[30] valid_0's poisson: -96.3781 valid_0's l2: 453.261
[31] valid_0's poisson: -96.1052 valid_0's l2: 452.416
[32] valid_0's poisson: -95.7453 valid_0's l2: 448.996
[33] valid_0's poisson: -95.7426 valid_0's l2: 443.333
[34] valid_0's poisson: -96.6404 valid_0's l2: 439.365
[35] valid_0's poisson: -96.5042 valid_0's l2: 437.859
[36] valid_0's poisson: -96.8619 valid_0's l2: 437.53
[37] valid_0's poisson: -96.4525 valid_0's l2: 433.527
[38] valid_0's poisson: -95.7976 valid_0's l2: 431.806
[39] valid_0's poisson: -95.9789 valid_0's l2: 429.63
[40] valid_0's poisson: -95.3332 valid_0's l2: 424.616
[41] valid_0's poisson: -95.8865 valid_0's l2: 419.871
[42] valid_0's poisson: -95.6076 valid_0's l2: 418.949
[43] valid_0's poisson: -95.4715 valid_0's l2: 416.554
[44] valid_0's poisson: -95.3459 valid_0's l2: 415.723
[45] valid_0's poisson: -96.2694 valid_0's l2: 413.234
[46] valid_0's poisson: -96.3869 valid_0's l2: 412.624
[47] valid_0's poisson: -96.0505 valid_0's l2: 408.796
[48] valid_0's poisson: -95.837 valid_0's l2: 403.748
[49] valid_0's poisson: -95.997 valid_0's l2: 400.849
[50] valid_0's poisson: -96.142 valid_0's l2: 400.912
[51] valid_0's poisson: -95.5792 valid_0's l2: 399.588
[52] valid_0's poisson: -96.2343 valid_0's l2: 393.972
[53] valid_0's poisson: -95.6582 valid_0's l2: 390.565
[54] valid_0's poisson: -95.5041 valid_0's l2: 390.446
[55] valid_0's poisson: -96.1366 valid_0's l2: 390.415
[56] valid_0's poisson: -96.0665 valid_0's l2: 390.494
[57] valid_0's poisson: -95.6188 valid_0's l2: 387.243
[58] valid_0's poisson: -95.738 valid_0's l2: 386.603
[59] valid_0's poisson: -96.1507 valid_0's l2: 384.92
[60] valid_0's poisson: -96.3415 valid_0's l2: 383.93
[61] valid_0's poisson: -96.2357 valid_0's l2: 384.256
[62] valid_0's poisson: -96.2228 valid_0's l2: 383.158
[63] valid_0's poisson: -96.5453 valid_0's l2: 383.842
[64] valid_0's poisson: -96.4627 valid_0's l2: 383.448
[65] valid_0's poisson: -96.5169 valid_0's l2: 382.912
[66] valid_0's poisson: -96.5281 valid_0's l2: 386.898
[67] valid_0's poisson: -96.4491 valid_0's l2: 386.237
[68] valid_0's poisson: -96.2458 valid_0's l2: 382.927
[69] valid_0's poisson: -96.2793 valid_0's l2: 382.558
[70] valid_0's poisson: -95.9191 valid_0's l2: 381.984
[71] valid_0's poisson: -95.9459 valid_0's l2: 382.075
[72] valid_0's poisson: -96.2088 valid_0's l2: 381.139
[73] valid_0's poisson: -96.4361 valid_0's l2: 380.798
[74] valid_0's poisson: -96.513 valid_0's l2: 381.432
[75] valid_0's poisson: -96.3222 valid_0's l2: 380.228
[76] valid_0's poisson: -96.2367 valid_0's l2: 380.156
[77] valid_0's poisson: -96.4655 valid_0's l2: 380.583
[78] valid_0's poisson: -96.4281 valid_0's l2: 380.38
[79] valid_0's poisson: -97.3296 valid_0's l2: 378.897
[80] valid_0's poisson: -97.1292 valid_0's l2: 380.141
[81] valid_0's poisson: -97.1172 valid_0's l2: 379.187
[82] valid_0's poisson: -97.3109 valid_0's l2: 380.342
[83] valid_0's poisson: -96.8243 valid_0's l2: 379.386
[84] valid_0's poisson: -96.8626 valid_0's l2: 379.644
[85] valid_0's poisson: -96.9613 valid_0's l2: 379.507
[86] valid_0's poisson: -97.3211 valid_0's l2: 378.677
[87] valid_0's poisson: -97.1127 valid_0's l2: 378.857
[88] valid_0's poisson: -96.7765 valid_0's l2: 378.796
[89] valid_0's poisson: -96.4999 valid_0's l2: 376.89
[90] valid_0's poisson: -96.3089 valid_0's l2: 376.511
[91] valid_0's poisson: -96.7156 valid_0's l2: 379.154
[92] valid_0's poisson: -96.8952 valid_0's l2: 378.733
[93] valid_0's poisson: -96.9968 valid_0's l2: 378.505
[94] valid_0's poisson: -97.2447 valid_0's l2: 378.814
[95] valid_0's poisson: -96.6419 valid_0's l2: 380.048
[96] valid_0's poisson: -96.7287 valid_0's l2: 381.904
[97] valid_0's poisson: -98.1333 valid_0's l2: 377.483
[98] valid_0's poisson: -97.0141 valid_0's l2: 376.49
[99] valid_0's poisson: -97.6003 valid_0's l2: 375.761
[100] valid_0's poisson: -97.2655 valid_0's l2: 375.167
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -103.056 valid_0's l2: 1052.95
[2] valid_0's poisson: -105.112 valid_0's l2: 735.921
[3] valid_0's poisson: -101.115 valid_0's l2: 667.89
[4] valid_0's poisson: -97.5091 valid_0's l2: 612.971
[5] valid_0's poisson: -96.391 valid_0's l2: 564.477
[6] valid_0's poisson: -93.3247 valid_0's l2: 547.007
[7] valid_0's poisson: -98.6652 valid_0's l2: 513.594
[8] valid_0's poisson: -96.0562 valid_0's l2: 507.168
[9] valid_0's poisson: -97.9554 valid_0's l2: 501.678
[10] valid_0's poisson: -99.822 valid_0's l2: 492.37
[11] valid_0's poisson: -98.7754 valid_0's l2: 486.144
[12] valid_0's poisson: -98.9222 valid_0's l2: 479.374
[13] valid_0's poisson: -98.0515 valid_0's l2: 473.814
[14] valid_0's poisson: -100.574 valid_0's l2: 452.172
[15] valid_0's poisson: -100.006 valid_0's l2: 438.077
[16] valid_0's poisson: -99.3484 valid_0's l2: 436.551
[17] valid_0's poisson: -99.7674 valid_0's l2: 434.694
[18] valid_0's poisson: -99.9743 valid_0's l2: 434.838
[19] valid_0's poisson: -99.915 valid_0's l2: 434.296
[20] valid_0's poisson: -99.7261 valid_0's l2: 436.659
[21] valid_0's poisson: -100.005 valid_0's l2: 421.394
[22] valid_0's poisson: -100.097 valid_0's l2: 420.096
[23] valid_0's poisson: -99.7687 valid_0's l2: 421.061
[24] valid_0's poisson: -100.801 valid_0's l2: 414.966
[25] valid_0's poisson: -100.871 valid_0's l2: 407.966
[26] valid_0's poisson: -100.022 valid_0's l2: 404.407
[27] valid_0's poisson: -100.24 valid_0's l2: 402.084
[28] valid_0's poisson: -100.095 valid_0's l2: 400.656
[29] valid_0's poisson: -100.178 valid_0's l2: 399.654
[30] valid_0's poisson: -99.9386 valid_0's l2: 396.575
[31] valid_0's poisson: -100.139 valid_0's l2: 392.419
[32] valid_0's poisson: -100.525 valid_0's l2: 389.404
[33] valid_0's poisson: -99.6832 valid_0's l2: 390.989
[34] valid_0's poisson: -99.9933 valid_0's l2: 388.358
[35] valid_0's poisson: -99.5742 valid_0's l2: 389.589
[36] valid_0's poisson: -99.7456 valid_0's l2: 388.899
[37] valid_0's poisson: -100.174 valid_0's l2: 386.35
[38] valid_0's poisson: -99.8454 valid_0's l2: 383.21
[39] valid_0's poisson: -100.256 valid_0's l2: 379.471
[40] valid_0's poisson: -100.03 valid_0's l2: 377.97
[41] valid_0's poisson: -100.096 valid_0's l2: 376.899
[42] valid_0's poisson: -99.8679 valid_0's l2: 376.692
[43] valid_0's poisson: -100.005 valid_0's l2: 375.01
[44] valid_0's poisson: -99.7207 valid_0's l2: 376.415
[45] valid_0's poisson: -99.9622 valid_0's l2: 374.778
[46] valid_0's poisson: -99.9556 valid_0's l2: 374.827
[47] valid_0's poisson: -100.228 valid_0's l2: 374.1
[48] valid_0's poisson: -100.227 valid_0's l2: 371.164
[49] valid_0's poisson: -100.209 valid_0's l2: 371.343
[50] valid_0's poisson: -100.131 valid_0's l2: 369.989
[51] valid_0's poisson: -100.18 valid_0's l2: 369.033
[52] valid_0's poisson: -99.6797 valid_0's l2: 366.797
[53] valid_0's poisson: -99.5478 valid_0's l2: 362.482
[54] valid_0's poisson: -100.39 valid_0's l2: 359.372
[55] valid_0's poisson: -100.223 valid_0's l2: 359.073
[56] valid_0's poisson: -100.062 valid_0's l2: 359.262
[57] valid_0's poisson: -100.335 valid_0's l2: 358.068
[58] valid_0's poisson: -100.338 valid_0's l2: 357.101
[59] valid_0's poisson: -100.236 valid_0's l2: 358.461
[60] valid_0's poisson: -100.227 valid_0's l2: 358.563
[61] valid_0's poisson: -99.9326 valid_0's l2: 359.713
[62] valid_0's poisson: -100.139 valid_0's l2: 358.605
[63] valid_0's poisson: -99.7216 valid_0's l2: 357.924
[64] valid_0's poisson: -99.9393 valid_0's l2: 356.169
[65] valid_0's poisson: -100.043 valid_0's l2: 356.319
[66] valid_0's poisson: -100.139 valid_0's l2: 356.551
[67] valid_0's poisson: -100.328 valid_0's l2: 356.894
[68] valid_0's poisson: -100.224 valid_0's l2: 356.955
[69] valid_0's poisson: -100.23 valid_0's l2: 355.072
[70] valid_0's poisson: -100.536 valid_0's l2: 353.834
[71] valid_0's poisson: -100.732 valid_0's l2: 352.974
[72] valid_0's poisson: -100.749 valid_0's l2: 352.236
[73] valid_0's poisson: -100.397 valid_0's l2: 352.728
[74] valid_0's poisson: -100.375 valid_0's l2: 351.155
[75] valid_0's poisson: -100.354 valid_0's l2: 352.239
[76] valid_0's poisson: -100.285 valid_0's l2: 353.948
[77] valid_0's poisson: -100.306 valid_0's l2: 353.304
[78] valid_0's poisson: -100.471 valid_0's l2: 353.54
[79] valid_0's poisson: -99.7376 valid_0's l2: 350.326
[80] valid_0's poisson: -100.131 valid_0's l2: 350.881
[81] valid_0's poisson: -100.082 valid_0's l2: 350.851
[82] valid_0's poisson: -99.981 valid_0's l2: 350.026
[83] valid_0's poisson: -100.012 valid_0's l2: 349.837
[84] valid_0's poisson: -100.171 valid_0's l2: 349.458
[85] valid_0's poisson: -100.17 valid_0's l2: 348.454
[86] valid_0's poisson: -100.02 valid_0's l2: 349.087
[87] valid_0's poisson: -100.106 valid_0's l2: 349.106
[88] valid_0's poisson: -100.043 valid_0's l2: 349.416
[89] valid_0's poisson: -99.6151 valid_0's l2: 349.163
[90] valid_0's poisson: -99.5044 valid_0's l2: 349.356
[91] valid_0's poisson: -99.9441 valid_0's l2: 349.509
[92] valid_0's poisson: -99.8498 valid_0's l2: 348.254
[93] valid_0's poisson: -100.007 valid_0's l2: 348.448
[94] valid_0's poisson: -100.217 valid_0's l2: 347.162
[95] valid_0's poisson: -100.166 valid_0's l2: 346.296
[96] valid_0's poisson: -100.478 valid_0's l2: 346.689
[97] valid_0's poisson: -100.609 valid_0's l2: 345.641
[98] valid_0's poisson: -100.922 valid_0's l2: 345.738
[99] valid_0's poisson: -100.171 valid_0's l2: 345.499
[100] valid_0's poisson: -100.669 valid_0's l2: 345.539
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -103.043 valid_0's l2: 1053.55
[2] valid_0's poisson: -103.979 valid_0's l2: 758.787
[3] valid_0's poisson: -93.1671 valid_0's l2: 693.109
[4] valid_0's poisson: -93.8403 valid_0's l2: 661.392
[5] valid_0's poisson: -95.6143 valid_0's l2: 619.891
[6] valid_0's poisson: -95.1211 valid_0's l2: 621.861
[7] valid_0's poisson: -96.1464 valid_0's l2: 605.299
[8] valid_0's poisson: -94.1461 valid_0's l2: 593.761
[9] valid_0's poisson: -92.3804 valid_0's l2: 583.505
[10] valid_0's poisson: -93.3975 valid_0's l2: 570.313
[11] valid_0's poisson: -92.4521 valid_0's l2: 548.078
[12] valid_0's poisson: -90.575 valid_0's l2: 542.428
[13] valid_0's poisson: -93.2165 valid_0's l2: 531.711
[14] valid_0's poisson: -91.9908 valid_0's l2: 523.69
[15] valid_0's poisson: -91.8479 valid_0's l2: 515.986
[16] valid_0's poisson: -91.9465 valid_0's l2: 516.975
[17] valid_0's poisson: -90.9887 valid_0's l2: 507.567
[18] valid_0's poisson: -91.158 valid_0's l2: 509.214
[19] valid_0's poisson: -91.2444 valid_0's l2: 506.107
[20] valid_0's poisson: -92.4395 valid_0's l2: 504.303
[21] valid_0's poisson: -95.1459 valid_0's l2: 501.304
[22] valid_0's poisson: -94.9058 valid_0's l2: 497.432
[23] valid_0's poisson: -94.6338 valid_0's l2: 494.947
[24] valid_0's poisson: -94.5219 valid_0's l2: 491.023
[25] valid_0's poisson: -94.5277 valid_0's l2: 487.466
[26] valid_0's poisson: -94.5818 valid_0's l2: 489.127
[27] valid_0's poisson: -94.6655 valid_0's l2: 487.545
[28] valid_0's poisson: -94.6873 valid_0's l2: 482.257
[29] valid_0's poisson: -95.6182 valid_0's l2: 469.68
[30] valid_0's poisson: -95.4839 valid_0's l2: 466.17
[31] valid_0's poisson: -95.3174 valid_0's l2: 465.67
[32] valid_0's poisson: -95.0653 valid_0's l2: 465.124
[33] valid_0's poisson: -95.5027 valid_0's l2: 465.694
[34] valid_0's poisson: -94.9151 valid_0's l2: 458.705
[35] valid_0's poisson: -94.916 valid_0's l2: 453.19
[36] valid_0's poisson: -94.6368 valid_0's l2: 452.825
[37] valid_0's poisson: -94.4363 valid_0's l2: 451.291
[38] valid_0's poisson: -94.6235 valid_0's l2: 446.708
[39] valid_0's poisson: -94.9384 valid_0's l2: 445.873
[40] valid_0's poisson: -95.2631 valid_0's l2: 444.622
[41] valid_0's poisson: -95.8857 valid_0's l2: 441.073
[42] valid_0's poisson: -95.8927 valid_0's l2: 438.795
[43] valid_0's poisson: -95.144 valid_0's l2: 436.852
[44] valid_0's poisson: -95.3771 valid_0's l2: 438.991
[45] valid_0's poisson: -95.091 valid_0's l2: 438.11
[46] valid_0's poisson: -94.9559 valid_0's l2: 437.358
[47] valid_0's poisson: -94.4019 valid_0's l2: 435.869
[48] valid_0's poisson: -95.1832 valid_0's l2: 435.708
[49] valid_0's poisson: -94.8573 valid_0's l2: 429.557
[50] valid_0's poisson: -95.4809 valid_0's l2: 426.913
[51] valid_0's poisson: -95.2955 valid_0's l2: 427.025
[52] valid_0's poisson: -95.5617 valid_0's l2: 426.261
[53] valid_0's poisson: -95.273 valid_0's l2: 424.293
[54] valid_0's poisson: -95.3524 valid_0's l2: 421.101
[55] valid_0's poisson: -95.1688 valid_0's l2: 420.51
[56] valid_0's poisson: -94.8023 valid_0's l2: 419.407
[57] valid_0's poisson: -95.0249 valid_0's l2: 419.543
[58] valid_0's poisson: -95.1423 valid_0's l2: 419.514
[59] valid_0's poisson: -95.1521 valid_0's l2: 417.358
[60] valid_0's poisson: -95.549 valid_0's l2: 415.107
[61] valid_0's poisson: -95.6362 valid_0's l2: 412.353
[62] valid_0's poisson: -95.8927 valid_0's l2: 412.687
[63] valid_0's poisson: -95.7863 valid_0's l2: 412.889
[64] valid_0's poisson: -95.6289 valid_0's l2: 413.204
[65] valid_0's poisson: -95.427 valid_0's l2: 411.624
[66] valid_0's poisson: -95.4932 valid_0's l2: 411.233
[67] valid_0's poisson: -95.1807 valid_0's l2: 408.609
[68] valid_0's poisson: -95.4559 valid_0's l2: 408.059
[69] valid_0's poisson: -94.9334 valid_0's l2: 407.704
[70] valid_0's poisson: -94.9682 valid_0's l2: 407.462
[71] valid_0's poisson: -95.5054 valid_0's l2: 405.248
[72] valid_0's poisson: -95.3862 valid_0's l2: 405.425
[73] valid_0's poisson: -95.6327 valid_0's l2: 405.255
[74] valid_0's poisson: -96.0947 valid_0's l2: 403.449
[75] valid_0's poisson: -95.8192 valid_0's l2: 403.449
[76] valid_0's poisson: -96.0042 valid_0's l2: 401.228
[77] valid_0's poisson: -95.7662 valid_0's l2: 401.174
[78] valid_0's poisson: -95.7596 valid_0's l2: 401.579
[79] valid_0's poisson: -95.6666 valid_0's l2: 401.34
[80] valid_0's poisson: -95.3492 valid_0's l2: 400.42
[81] valid_0's poisson: -95.1893 valid_0's l2: 397.978
[82] valid_0's poisson: -95.2039 valid_0's l2: 397.618
[83] valid_0's poisson: -94.3966 valid_0's l2: 394.673
[84] valid_0's poisson: -96.0018 valid_0's l2: 391.428
[85] valid_0's poisson: -95.3753 valid_0's l2: 390.932
[86] valid_0's poisson: -95.7243 valid_0's l2: 388.059
[87] valid_0's poisson: -95.6746 valid_0's l2: 387.794
[88] valid_0's poisson: -95.3625 valid_0's l2: 386.938
[89] valid_0's poisson: -95.6229 valid_0's l2: 387.501
[90] valid_0's poisson: -95.5552 valid_0's l2: 386.573
[91] valid_0's poisson: -95.6023 valid_0's l2: 386.253
[92] valid_0's poisson: -96.0751 valid_0's l2: 387.203
[93] valid_0's poisson: -95.5737 valid_0's l2: 382.63
[94] valid_0's poisson: -95.4847 valid_0's l2: 382.279
[95] valid_0's poisson: -95.6296 valid_0's l2: 382.896
[96] valid_0's poisson: -95.5725 valid_0's l2: 382.593
[97] valid_0's poisson: -95.5484 valid_0's l2: 382.596
[98] valid_0's poisson: -95.3534 valid_0's l2: 380.195
[99] valid_0's poisson: -95.3322 valid_0's l2: 378.706
[100] valid_0's poisson: -95.4149 valid_0's l2: 378.664
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.357 valid_0's l2: 2287.08
[2] valid_0's poisson: -87.5373 valid_0's l2: 2273.95
[3] valid_0's poisson: -87.7149 valid_0's l2: 2260.93
[4] valid_0's poisson: -87.8896 valid_0's l2: 2248
[5] valid_0's poisson: -88.0618 valid_0's l2: 2235.18
[6] valid_0's poisson: -88.2313 valid_0's l2: 2222.45
[7] valid_0's poisson: -88.3984 valid_0's l2: 2209.83
[8] valid_0's poisson: -88.563 valid_0's l2: 2197.3
[9] valid_0's poisson: -88.7252 valid_0's l2: 2184.87
[10] valid_0's poisson: -88.8849 valid_0's l2: 2172.54
[11] valid_0's poisson: -89.0425 valid_0's l2: 2160.31
[12] valid_0's poisson: -89.1993 valid_0's l2: 2148.06
[13] valid_0's poisson: -89.3538 valid_0's l2: 2135.91
[14] valid_0's poisson: -89.5061 valid_0's l2: 2123.85
[15] valid_0's poisson: -89.6554 valid_0's l2: 2111.98
[16] valid_0's poisson: -89.8036 valid_0's l2: 2100.11
[17] valid_0's poisson: -89.95 valid_0's l2: 2088.33
[18] valid_0's poisson: -90.0934 valid_0's l2: 2076.73
[19] valid_0's poisson: -90.2359 valid_0's l2: 2065.12
[20] valid_0's poisson: -90.3766 valid_0's l2: 2053.61
[21] valid_0's poisson: -90.5148 valid_0's l2: 2042.24
[22] valid_0's poisson: -90.6511 valid_0's l2: 2030.98
[23] valid_0's poisson: -90.7864 valid_0's l2: 2019.73
[24] valid_0's poisson: -90.9196 valid_0's l2: 2008.61
[25] valid_0's poisson: -91.051 valid_0's l2: 1997.61
[26] valid_0's poisson: -91.1815 valid_0's l2: 1986.62
[27] valid_0's poisson: -91.31 valid_0's l2: 1975.74
[28] valid_0's poisson: -91.4372 valid_0's l2: 1964.96
[29] valid_0's poisson: -91.5629 valid_0's l2: 1954.23
[30] valid_0's poisson: -91.6869 valid_0's l2: 1943.6
[31] valid_0's poisson: -91.8098 valid_0's l2: 1933.06
[32] valid_0's poisson: -91.9309 valid_0's l2: 1922.59
[33] valid_0's poisson: -92.0509 valid_0's l2: 1912.18
[34] valid_0's poisson: -92.169 valid_0's l2: 1901.93
[35] valid_0's poisson: -92.2861 valid_0's l2: 1891.69
[36] valid_0's poisson: -92.4018 valid_0's l2: 1881.54
[37] valid_0's poisson: -92.516 valid_0's l2: 1871.52
[38] valid_0's poisson: -92.6293 valid_0's l2: 1861.51
[39] valid_0's poisson: -92.7413 valid_0's l2: 1851.59
[40] valid_0's poisson: -92.8518 valid_0's l2: 1841.79
[41] valid_0's poisson: -92.9612 valid_0's l2: 1832.03
[42] valid_0's poisson: -93.0696 valid_0's l2: 1822.33
[43] valid_0's poisson: -93.1766 valid_0's l2: 1812.75
[44] valid_0's poisson: -93.2825 valid_0's l2: 1803.22
[45] valid_0's poisson: -93.3884 valid_0's l2: 1793.67
[46] valid_0's poisson: -93.4923 valid_0's l2: 1784.26
[47] valid_0's poisson: -93.595 valid_0's l2: 1774.97
[48] valid_0's poisson: -93.6973 valid_0's l2: 1765.71
[49] valid_0's poisson: -93.7985 valid_0's l2: 1756.52
[50] valid_0's poisson: -93.8988 valid_0's l2: 1747.4
[51] valid_0's poisson: -93.998 valid_0's l2: 1738.33
[52] valid_0's poisson: -94.0963 valid_0's l2: 1729.33
[53] valid_0's poisson: -94.1936 valid_0's l2: 1720.42
[54] valid_0's poisson: -94.2899 valid_0's l2: 1711.55
[55] valid_0's poisson: -94.3852 valid_0's l2: 1702.72
[56] valid_0's poisson: -94.4797 valid_0's l2: 1694.01
[57] valid_0's poisson: -94.5731 valid_0's l2: 1685.36
[58] valid_0's poisson: -94.6657 valid_0's l2: 1676.79
[59] valid_0's poisson: -94.7574 valid_0's l2: 1668.25
[60] valid_0's poisson: -94.8478 valid_0's l2: 1659.83
[61] valid_0's poisson: -94.9379 valid_0's l2: 1651.43
[62] valid_0's poisson: -95.0264 valid_0's l2: 1643.15
[63] valid_0's poisson: -95.1148 valid_0's l2: 1634.88
[64] valid_0's poisson: -95.2019 valid_0's l2: 1626.69
[65] valid_0's poisson: -95.2888 valid_0's l2: 1618.47
[66] valid_0's poisson: -95.3778 valid_0's l2: 1610.1
[67] valid_0's poisson: -95.4658 valid_0's l2: 1601.81
[68] valid_0's poisson: -95.5508 valid_0's l2: 1593.75
[69] valid_0's poisson: -95.6372 valid_0's l2: 1585.58
[70] valid_0's poisson: -95.7199 valid_0's l2: 1577.69
[71] valid_0's poisson: -95.8048 valid_0's l2: 1569.63
[72] valid_0's poisson: -95.888 valid_0's l2: 1561.72
[73] valid_0's poisson: -95.9691 valid_0's l2: 1553.95
[74] valid_0's poisson: -96.0508 valid_0's l2: 1546.15
[75] valid_0's poisson: -96.1317 valid_0's l2: 1538.42
[76] valid_0's poisson: -96.2118 valid_0's l2: 1530.74
[77] valid_0's poisson: -96.2912 valid_0's l2: 1523.12
[78] valid_0's poisson: -96.3687 valid_0's l2: 1515.65
[79] valid_0's poisson: -96.4467 valid_0's l2: 1508.14
[80] valid_0's poisson: -96.5239 valid_0's l2: 1500.7
[81] valid_0's poisson: -96.6005 valid_0's l2: 1493.31
[82] valid_0's poisson: -96.6766 valid_0's l2: 1485.88
[83] valid_0's poisson: -96.7516 valid_0's l2: 1478.56
[84] valid_0's poisson: -96.826 valid_0's l2: 1471.29
[85] valid_0's poisson: -96.8997 valid_0's l2: 1464.08
[86] valid_0's poisson: -96.9728 valid_0's l2: 1456.91
[87] valid_0's poisson: -97.0453 valid_0's l2: 1449.81
[88] valid_0's poisson: -97.1166 valid_0's l2: 1442.85
[89] valid_0's poisson: -97.1885 valid_0's l2: 1435.77
[90] valid_0's poisson: -97.2586 valid_0's l2: 1428.91
[91] valid_0's poisson: -97.3286 valid_0's l2: 1422.01
[92] valid_0's poisson: -97.3974 valid_0's l2: 1415.26
[93] valid_0's poisson: -97.4667 valid_0's l2: 1408.41
[94] valid_0's poisson: -97.5344 valid_0's l2: 1401.76
[95] valid_0's poisson: -97.6025 valid_0's l2: 1395
[96] valid_0's poisson: -97.669 valid_0's l2: 1388.47
[97] valid_0's poisson: -97.7361 valid_0's l2: 1381.81
[98] valid_0's poisson: -97.8016 valid_0's l2: 1375.35
[99] valid_0's poisson: -97.8674 valid_0's l2: 1368.79
[100] valid_0's poisson: -97.9327 valid_0's l2: 1362.29
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.358 valid_0's l2: 2287
[2] valid_0's poisson: -87.5394 valid_0's l2: 2273.79
[3] valid_0's poisson: -87.7168 valid_0's l2: 2260.75
[4] valid_0's poisson: -87.8919 valid_0's l2: 2247.77
[5] valid_0's poisson: -88.0644 valid_0's l2: 2234.89
[6] valid_0's poisson: -88.2345 valid_0's l2: 2222.07
[7] valid_0's poisson: -88.401 valid_0's l2: 2209.43
[8] valid_0's poisson: -88.566 valid_0's l2: 2196.82
[9] valid_0's poisson: -88.7277 valid_0's l2: 2184.36
[10] valid_0's poisson: -88.8878 valid_0's l2: 2171.94
[11] valid_0's poisson: -89.0447 valid_0's l2: 2159.68
[12] valid_0's poisson: -89.2003 valid_0's l2: 2147.45
[13] valid_0's poisson: -89.3536 valid_0's l2: 2135.32
[14] valid_0's poisson: -89.5044 valid_0's l2: 2123.31
[15] valid_0's poisson: -89.6565 valid_0's l2: 2111.13
[16] valid_0's poisson: -89.8052 valid_0's l2: 2099.15
[17] valid_0's poisson: -89.9511 valid_0's l2: 2087.32
[18] valid_0's poisson: -90.0957 valid_0's l2: 2075.52
[19] valid_0's poisson: -90.2398 valid_0's l2: 2063.71
[20] valid_0's poisson: -90.3832 valid_0's l2: 2051.99
[21] valid_0's poisson: -90.5206 valid_0's l2: 2040.59
[22] valid_0's poisson: -90.6587 valid_0's l2: 2029.09
[23] valid_0's poisson: -90.7969 valid_0's l2: 2017.63
[24] valid_0's poisson: -90.9313 valid_0's l2: 2006.31
[25] valid_0's poisson: -91.0629 valid_0's l2: 1995.21
[26] valid_0's poisson: -91.1931 valid_0's l2: 1984.14
[27] valid_0's poisson: -91.3249 valid_0's l2: 1973.01
[28] valid_0's poisson: -91.4519 valid_0's l2: 1962.14
[29] valid_0's poisson: -91.5782 valid_0's l2: 1951.26
[30] valid_0's poisson: -91.7031 valid_0's l2: 1940.44
[31] valid_0's poisson: -91.8291 valid_0's l2: 1929.61
[32] valid_0's poisson: -91.9483 valid_0's l2: 1919.25
[33] valid_0's poisson: -92.0685 valid_0's l2: 1908.75
[34] valid_0's poisson: -92.1904 valid_0's l2: 1898.16
[35] valid_0's poisson: -92.3072 valid_0's l2: 1887.91
[36] valid_0's poisson: -92.4229 valid_0's l2: 1877.7
[37] valid_0's poisson: -92.536 valid_0's l2: 1867.7
[38] valid_0's poisson: -92.6524 valid_0's l2: 1857.43
[39] valid_0's poisson: -92.7644 valid_0's l2: 1847.42
[40] valid_0's poisson: -92.8752 valid_0's l2: 1837.52
[41] valid_0's poisson: -92.988 valid_0's l2: 1827.46
[42] valid_0's poisson: -93.0963 valid_0's l2: 1817.71
[43] valid_0's poisson: -93.2041 valid_0's l2: 1808.01
[44] valid_0's poisson: -93.3093 valid_0's l2: 1798.5
[45] valid_0's poisson: -93.4175 valid_0's l2: 1788.73
[46] valid_0's poisson: -93.5215 valid_0's l2: 1779.27
[47] valid_0's poisson: -93.6244 valid_0's l2: 1769.86
[48] valid_0's poisson: -93.729 valid_0's l2: 1760.34
[49] valid_0's poisson: -93.8309 valid_0's l2: 1750.92
[50] valid_0's poisson: -93.9296 valid_0's l2: 1741.85
[51] valid_0's poisson: -94.0315 valid_0's l2: 1732.49
[52] valid_0's poisson: -94.1292 valid_0's l2: 1723.45
[53] valid_0's poisson: -94.226 valid_0's l2: 1714.47
[54] valid_0's poisson: -94.3211 valid_0's l2: 1705.64
[55] valid_0's poisson: -94.4192 valid_0's l2: 1696.56
[56] valid_0's poisson: -94.5142 valid_0's l2: 1687.62
[57] valid_0's poisson: -94.6068 valid_0's l2: 1678.95
[58] valid_0's poisson: -94.7021 valid_0's l2: 1670.06
[59] valid_0's poisson: -94.7938 valid_0's l2: 1661.43
[60] valid_0's poisson: -94.8837 valid_0's l2: 1652.95
[61] valid_0's poisson: -94.9742 valid_0's l2: 1644.34
[62] valid_0's poisson: -95.066 valid_0's l2: 1635.7
[63] valid_0's poisson: -95.1548 valid_0's l2: 1627.23
[64] valid_0's poisson: -95.2417 valid_0's l2: 1619.01
[65] valid_0's poisson: -95.331 valid_0's l2: 1610.56
[66] valid_0's poisson: -95.416 valid_0's l2: 1602.42
[67] valid_0's poisson: -95.5001 valid_0's l2: 1594.38
[68] valid_0's poisson: -95.587 valid_0's l2: 1586.12
[69] valid_0's poisson: -95.6704 valid_0's l2: 1578.09
[70] valid_0's poisson: -95.7524 valid_0's l2: 1570.18
[71] valid_0's poisson: -95.837 valid_0's l2: 1562.09
[72] valid_0's poisson: -95.9182 valid_0's l2: 1554.28
[73] valid_0's poisson: -95.9987 valid_0's l2: 1546.49
[74] valid_0's poisson: -96.0783 valid_0's l2: 1538.75
[75] valid_0's poisson: -96.1601 valid_0's l2: 1530.89
[76] valid_0's poisson: -96.2385 valid_0's l2: 1523.25
[77] valid_0's poisson: -96.3156 valid_0's l2: 1515.75
[78] valid_0's poisson: -96.3952 valid_0's l2: 1508.07
[79] valid_0's poisson: -96.4712 valid_0's l2: 1500.62
[80] valid_0's poisson: -96.5469 valid_0's l2: 1493.27
[81] valid_0's poisson: -96.6245 valid_0's l2: 1485.75
[82] valid_0's poisson: -96.6983 valid_0's l2: 1478.52
[83] valid_0's poisson: -96.7711 valid_0's l2: 1471.38
[84] valid_0's poisson: -96.8469 valid_0's l2: 1464.01
[85] valid_0's poisson: -96.9193 valid_0's l2: 1456.88
[86] valid_0's poisson: -96.9917 valid_0's l2: 1449.8
[87] valid_0's poisson: -97.063 valid_0's l2: 1442.77
[88] valid_0's poisson: -97.1363 valid_0's l2: 1435.61
[89] valid_0's poisson: -97.206 valid_0's l2: 1428.8
[90] valid_0's poisson: -97.2752 valid_0's l2: 1421.96
[91] valid_0's poisson: -97.3467 valid_0's l2: 1414.96
[92] valid_0's poisson: -97.4151 valid_0's l2: 1408.25
[93] valid_0's poisson: -97.4826 valid_0's l2: 1401.56
[94] valid_0's poisson: -97.55 valid_0's l2: 1394.96
[95] valid_0's poisson: -97.6193 valid_0's l2: 1388.15
[96] valid_0's poisson: -97.6858 valid_0's l2: 1381.54
[97] valid_0's poisson: -97.7518 valid_0's l2: 1375.02
[98] valid_0's poisson: -97.8196 valid_0's l2: 1368.35
[99] valid_0's poisson: -97.8843 valid_0's l2: 1361.93
[100] valid_0's poisson: -97.9486 valid_0's l2: 1355.51
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3555 valid_0's l2: 2287.15
[2] valid_0's poisson: -87.5385 valid_0's l2: 2273.79
[3] valid_0's poisson: -87.7185 valid_0's l2: 2260.54
[4] valid_0's poisson: -87.896 valid_0's l2: 2247.36
[5] valid_0's poisson: -88.0718 valid_0's l2: 2234.21
[6] valid_0's poisson: -88.2438 valid_0's l2: 2221.26
[7] valid_0's poisson: -88.414 valid_0's l2: 2208.33
[8] valid_0's poisson: -88.5807 valid_0's l2: 2195.58
[9] valid_0's poisson: -88.7431 valid_0's l2: 2183.09
[10] valid_0's poisson: -88.9031 valid_0's l2: 2170.7
[11] valid_0's poisson: -89.0614 valid_0's l2: 2158.37
[12] valid_0's poisson: -89.2189 valid_0's l2: 2146
[13] valid_0's poisson: -89.3728 valid_0's l2: 2133.86
[14] valid_0's poisson: -89.5245 valid_0's l2: 2121.81
[15] valid_0's poisson: -89.6748 valid_0's l2: 2109.79
[16] valid_0's poisson: -89.8224 valid_0's l2: 2097.94
[17] valid_0's poisson: -89.9689 valid_0's l2: 2086.09
[18] valid_0's poisson: -90.1143 valid_0's l2: 2074.26
[19] valid_0's poisson: -90.2568 valid_0's l2: 2062.61
[20] valid_0's poisson: -90.3977 valid_0's l2: 2051.03
[21] valid_0's poisson: -90.5365 valid_0's l2: 2039.56
[22] valid_0's poisson: -90.6739 valid_0's l2: 2028.15
[23] valid_0's poisson: -90.8102 valid_0's l2: 2016.77
[24] valid_0's poisson: -90.9433 valid_0's l2: 2005.62
[25] valid_0's poisson: -91.0789 valid_0's l2: 1994.22
[26] valid_0's poisson: -91.2096 valid_0's l2: 1983.16
[27] valid_0's poisson: -91.3419 valid_0's l2: 1971.93
[28] valid_0's poisson: -91.4703 valid_0's l2: 1960.96
[29] valid_0's poisson: -91.5994 valid_0's l2: 1949.9
[30] valid_0's poisson: -91.7238 valid_0's l2: 1939.18
[31] valid_0's poisson: -91.8499 valid_0's l2: 1928.29
[32] valid_0's poisson: -91.9708 valid_0's l2: 1917.79
[33] valid_0's poisson: -92.0941 valid_0's l2: 1907.04
[34] valid_0's poisson: -92.2139 valid_0's l2: 1896.55
[35] valid_0's poisson: -92.3339 valid_0's l2: 1886.02
[36] valid_0's poisson: -92.4508 valid_0's l2: 1875.7
[37] valid_0's poisson: -92.5684 valid_0's l2: 1865.28
[38] valid_0's poisson: -92.6828 valid_0's l2: 1855.12
[39] valid_0's poisson: -92.7961 valid_0's l2: 1845.01
[40] valid_0's poisson: -92.91 valid_0's l2: 1834.82
[41] valid_0's poisson: -93.0223 valid_0's l2: 1824.74
[42] valid_0's poisson: -93.1313 valid_0's l2: 1814.94
[43] valid_0's poisson: -93.2414 valid_0's l2: 1804.99
[44] valid_0's poisson: -93.349 valid_0's l2: 1795.23
[45] valid_0's poisson: -93.457 valid_0's l2: 1785.41
[46] valid_0's poisson: -93.5627 valid_0's l2: 1775.76
[47] valid_0's poisson: -93.6681 valid_0's l2: 1766.12
[48] valid_0's poisson: -93.7708 valid_0's l2: 1756.68
[49] valid_0's poisson: -93.8731 valid_0's l2: 1747.29
[50] valid_0's poisson: -93.9756 valid_0's l2: 1737.82
[51] valid_0's poisson: -94.0764 valid_0's l2: 1728.48
[52] valid_0's poisson: -94.1747 valid_0's l2: 1719.39
[53] valid_0's poisson: -94.2738 valid_0's l2: 1710.15
[54] valid_0's poisson: -94.3713 valid_0's l2: 1701.08
[55] valid_0's poisson: -94.4681 valid_0's l2: 1692.03
[56] valid_0's poisson: -94.5639 valid_0's l2: 1683.06
[57] valid_0's poisson: -94.6588 valid_0's l2: 1674.12
[58] valid_0's poisson: -94.7515 valid_0's l2: 1665.43
[59] valid_0's poisson: -94.844 valid_0's l2: 1656.71
[60] valid_0's poisson: -94.9358 valid_0's l2: 1648.04
[61] valid_0's poisson: -95.027 valid_0's l2: 1639.39
[62] valid_0's poisson: -95.1173 valid_0's l2: 1630.81
[63] valid_0's poisson: -95.2057 valid_0's l2: 1622.44
[64] valid_0's poisson: -95.294 valid_0's l2: 1614.02
[65] valid_0's poisson: -95.382 valid_0's l2: 1605.61
[66] valid_0's poisson: -95.469 valid_0's l2: 1597.27
[67] valid_0's poisson: -95.5549 valid_0's l2: 1589.04
[68] valid_0's poisson: -95.6404 valid_0's l2: 1580.81
[69] valid_0's poisson: -95.7244 valid_0's l2: 1572.73
[70] valid_0's poisson: -95.808 valid_0's l2: 1564.67
[71] valid_0's poisson: -95.89 valid_0's l2: 1556.78
[72] valid_0's poisson: -95.9721 valid_0's l2: 1548.85
[73] valid_0's poisson: -96.0535 valid_0's l2: 1540.95
[74] valid_0's poisson: -96.1339 valid_0's l2: 1533.16
[75] valid_0's poisson: -96.2143 valid_0's l2: 1525.34
[76] valid_0's poisson: -96.2937 valid_0's l2: 1517.63
[77] valid_0's poisson: -96.3719 valid_0's l2: 1510.02
[78] valid_0's poisson: -96.449 valid_0's l2: 1502.53
[79] valid_0's poisson: -96.526 valid_0's l2: 1495.03
[80] valid_0's poisson: -96.6027 valid_0's l2: 1487.51
[81] valid_0's poisson: -96.6786 valid_0's l2: 1480.05
[82] valid_0's poisson: -96.7542 valid_0's l2: 1472.65
[83] valid_0's poisson: -96.8286 valid_0's l2: 1465.37
[84] valid_0's poisson: -96.903 valid_0's l2: 1458.01
[85] valid_0's poisson: -96.9757 valid_0's l2: 1450.89
[86] valid_0's poisson: -97.0493 valid_0's l2: 1443.61
[87] valid_0's poisson: -97.1214 valid_0's l2: 1436.51
[88] valid_0's poisson: -97.1936 valid_0's l2: 1429.43
[89] valid_0's poisson: -97.265 valid_0's l2: 1422.33
[90] valid_0's poisson: -97.3356 valid_0's l2: 1415.31
[91] valid_0's poisson: -97.4054 valid_0's l2: 1408.42
[92] valid_0's poisson: -97.4739 valid_0's l2: 1401.66
[93] valid_0's poisson: -97.5432 valid_0's l2: 1394.83
[94] valid_0's poisson: -97.6115 valid_0's l2: 1388.02
[95] valid_0's poisson: -97.6799 valid_0's l2: 1381.18
[96] valid_0's poisson: -97.7471 valid_0's l2: 1374.52
[97] valid_0's poisson: -97.8133 valid_0's l2: 1367.88
[98] valid_0's poisson: -97.8794 valid_0's l2: 1361.32
[99] valid_0's poisson: -97.9454 valid_0's l2: 1354.79
[100] valid_0's poisson: -98.0111 valid_0's l2: 1348.23
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3633 valid_0's l2: 2286.64
[2] valid_0's poisson: -87.5475 valid_0's l2: 2273.24
[3] valid_0's poisson: -87.7288 valid_0's l2: 2259.95
[4] valid_0's poisson: -87.9072 valid_0's l2: 2246.75
[5] valid_0's poisson: -88.0828 valid_0's l2: 2233.66
[6] valid_0's poisson: -88.2542 valid_0's l2: 2220.82
[7] valid_0's poisson: -88.4251 valid_0's l2: 2207.88
[8] valid_0's poisson: -88.5915 valid_0's l2: 2195.23
[9] valid_0's poisson: -88.7571 valid_0's l2: 2182.52
[10] valid_0's poisson: -88.9188 valid_0's l2: 2170.05
[11] valid_0's poisson: -89.0804 valid_0's l2: 2157.48
[12] valid_0's poisson: -89.2375 valid_0's l2: 2145.2
[13] valid_0's poisson: -89.3947 valid_0's l2: 2132.81
[14] valid_0's poisson: -89.5492 valid_0's l2: 2120.57
[15] valid_0's poisson: -89.7001 valid_0's l2: 2108.55
[16] valid_0's poisson: -89.8502 valid_0's l2: 2096.52
[17] valid_0's poisson: -89.9973 valid_0's l2: 2084.67
[18] valid_0's poisson: -90.1441 valid_0's l2: 2072.75
[19] valid_0's poisson: -90.2886 valid_0's l2: 2060.97
[20] valid_0's poisson: -90.4314 valid_0's l2: 2049.26
[21] valid_0's poisson: -90.5723 valid_0's l2: 2037.64
[22] valid_0's poisson: -90.712 valid_0's l2: 2026.07
[23] valid_0's poisson: -90.8481 valid_0's l2: 2014.74
[24] valid_0's poisson: -90.9841 valid_0's l2: 2003.35
[25] valid_0's poisson: -91.1184 valid_0's l2: 1992.06
[26] valid_0's poisson: -91.2507 valid_0's l2: 1980.87
[27] valid_0's poisson: -91.3816 valid_0's l2: 1969.76
[28] valid_0's poisson: -91.5111 valid_0's l2: 1958.72
[29] valid_0's poisson: -91.6378 valid_0's l2: 1947.88
[30] valid_0's poisson: -91.7642 valid_0's l2: 1936.99
[31] valid_0's poisson: -91.8892 valid_0's l2: 1926.2
[32] valid_0's poisson: -92.0127 valid_0's l2: 1915.49
[33] valid_0's poisson: -92.135 valid_0's l2: 1904.8
[34] valid_0's poisson: -92.2559 valid_0's l2: 1894.23
[35] valid_0's poisson: -92.3749 valid_0's l2: 1883.76
[36] valid_0's poisson: -92.4931 valid_0's l2: 1873.36
[37] valid_0's poisson: -92.6102 valid_0's l2: 1862.97
[38] valid_0's poisson: -92.7259 valid_0's l2: 1852.69
[39] valid_0's poisson: -92.8395 valid_0's l2: 1842.55
[40] valid_0's poisson: -92.9524 valid_0's l2: 1832.45
[41] valid_0's poisson: -93.0644 valid_0's l2: 1822.38
[42] valid_0's poisson: -93.1751 valid_0's l2: 1812.39
[43] valid_0's poisson: -93.2844 valid_0's l2: 1802.5
[44] valid_0's poisson: -93.3926 valid_0's l2: 1792.67
[45] valid_0's poisson: -93.4996 valid_0's l2: 1782.92
[46] valid_0's poisson: -93.6054 valid_0's l2: 1773.24
[47] valid_0's poisson: -93.7099 valid_0's l2: 1763.66
[48] valid_0's poisson: -93.814 valid_0's l2: 1754.12
[49] valid_0's poisson: -93.9163 valid_0's l2: 1744.68
[50] valid_0's poisson: -94.0174 valid_0's l2: 1735.32
[51] valid_0's poisson: -94.1176 valid_0's l2: 1726.02
[52] valid_0's poisson: -94.2173 valid_0's l2: 1716.77
[53] valid_0's poisson: -94.3154 valid_0's l2: 1707.61
[54] valid_0's poisson: -94.4124 valid_0's l2: 1698.53
[55] valid_0's poisson: -94.5089 valid_0's l2: 1689.49
[56] valid_0's poisson: -94.605 valid_0's l2: 1680.49
[57] valid_0's poisson: -94.6991 valid_0's l2: 1671.61
[58] valid_0's poisson: -94.7926 valid_0's l2: 1662.78
[59] valid_0's poisson: -94.8848 valid_0's l2: 1654.04
[60] valid_0's poisson: -94.9772 valid_0's l2: 1645.31
[61] valid_0's poisson: -95.0681 valid_0's l2: 1636.67
[62] valid_0's poisson: -95.1581 valid_0's l2: 1628.06
[63] valid_0's poisson: -95.2467 valid_0's l2: 1619.56
[64] valid_0's poisson: -95.3333 valid_0's l2: 1611.29
[65] valid_0's poisson: -95.4215 valid_0's l2: 1602.88
[66] valid_0's poisson: -95.5065 valid_0's l2: 1594.71
[67] valid_0's poisson: -95.5908 valid_0's l2: 1586.6
[68] valid_0's poisson: -95.6742 valid_0's l2: 1578.56
[69] valid_0's poisson: -95.7593 valid_0's l2: 1570.39
[70] valid_0's poisson: -95.8412 valid_0's l2: 1562.46
[71] valid_0's poisson: -95.922 valid_0's l2: 1554.63
[72] valid_0's poisson: -96.0023 valid_0's l2: 1546.83
[73] valid_0's poisson: -96.0845 valid_0's l2: 1538.89
[74] valid_0's poisson: -96.1631 valid_0's l2: 1531.23
[75] valid_0's poisson: -96.2414 valid_0's l2: 1523.6
[76] valid_0's poisson: -96.3186 valid_0's l2: 1516.06
[77] valid_0's poisson: -96.3981 valid_0's l2: 1508.34
[78] valid_0's poisson: -96.4742 valid_0's l2: 1500.87
[79] valid_0's poisson: -96.5499 valid_0's l2: 1493.45
[80] valid_0's poisson: -96.6244 valid_0's l2: 1486.14
[81] valid_0's poisson: -96.7016 valid_0's l2: 1478.61
[82] valid_0's poisson: -96.7761 valid_0's l2: 1471.27
[83] valid_0's poisson: -96.8499 valid_0's l2: 1464.01
[84] valid_0's poisson: -96.9252 valid_0's l2: 1456.64
[85] valid_0's poisson: -96.9973 valid_0's l2: 1449.52
[86] valid_0's poisson: -97.0693 valid_0's l2: 1442.4
[87] valid_0's poisson: -97.1428 valid_0's l2: 1435.19
[88] valid_0's poisson: -97.2134 valid_0's l2: 1428.2
[89] valid_0's poisson: -97.284 valid_0's l2: 1421.17
[90] valid_0's poisson: -97.3557 valid_0's l2: 1414.12
[91] valid_0's poisson: -97.4239 valid_0's l2: 1407.34
[92] valid_0's poisson: -97.4925 valid_0's l2: 1400.51
[93] valid_0's poisson: -97.5619 valid_0's l2: 1393.67
[94] valid_0's poisson: -97.6289 valid_0's l2: 1387.04
[95] valid_0's poisson: -97.6959 valid_0's l2: 1380.33
[96] valid_0's poisson: -97.7642 valid_0's l2: 1373.57
[97] valid_0's poisson: -97.8291 valid_0's l2: 1367.16
[98] valid_0's poisson: -97.8943 valid_0's l2: 1360.63
[99] valid_0's poisson: -97.9611 valid_0's l2: 1354.02
[100] valid_0's poisson: -98.0256 valid_0's l2: 1347.6
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3481 valid_0's l2: 2287.64
[2] valid_0's poisson: -87.5297 valid_0's l2: 2274.34
[3] valid_0's poisson: -87.7083 valid_0's l2: 2261.15
[4] valid_0's poisson: -87.8842 valid_0's l2: 2248.06
[5] valid_0's poisson: -88.0573 valid_0's l2: 2235.08
[6] valid_0's poisson: -88.2279 valid_0's l2: 2222.19
[7] valid_0's poisson: -88.3959 valid_0's l2: 2209.4
[8] valid_0's poisson: -88.5614 valid_0's l2: 2196.71
[9] valid_0's poisson: -88.7245 valid_0's l2: 2184.13
[10] valid_0's poisson: -88.8853 valid_0's l2: 2171.64
[11] valid_0's poisson: -89.0437 valid_0's l2: 2159.25
[12] valid_0's poisson: -89.2 valid_0's l2: 2146.95
[13] valid_0's poisson: -89.354 valid_0's l2: 2134.75
[14] valid_0's poisson: -89.506 valid_0's l2: 2122.64
[15] valid_0's poisson: -89.6554 valid_0's l2: 2110.67
[16] valid_0's poisson: -89.8026 valid_0's l2: 2098.81
[17] valid_0's poisson: -89.9481 valid_0's l2: 2087.02
[18] valid_0's poisson: -90.0917 valid_0's l2: 2075.32
[19] valid_0's poisson: -90.2334 valid_0's l2: 2063.73
[20] valid_0's poisson: -90.3733 valid_0's l2: 2052.21
[21] valid_0's poisson: -90.5112 valid_0's l2: 2040.8
[22] valid_0's poisson: -90.6475 valid_0's l2: 2029.46
[23] valid_0's poisson: -90.7822 valid_0's l2: 2018.21
[24] valid_0's poisson: -90.9152 valid_0's l2: 2007.05
[25] valid_0's poisson: -91.0466 valid_0's l2: 1995.97
[26] valid_0's poisson: -91.1764 valid_0's l2: 1984.98
[27] valid_0's poisson: -91.3054 valid_0's l2: 1974.01
[28] valid_0's poisson: -91.4321 valid_0's l2: 1963.18
[29] valid_0's poisson: -91.5573 valid_0's l2: 1952.44
[30] valid_0's poisson: -91.6805 valid_0's l2: 1941.82
[31] valid_0's poisson: -91.8027 valid_0's l2: 1931.26
[32] valid_0's poisson: -91.9236 valid_0's l2: 1920.77
[33] valid_0's poisson: -92.0425 valid_0's l2: 1910.41
[34] valid_0's poisson: -92.1617 valid_0's l2: 1900
[35] valid_0's poisson: -92.278 valid_0's l2: 1889.77
[36] valid_0's poisson: -92.3934 valid_0's l2: 1879.6
[37] valid_0's poisson: -92.5077 valid_0's l2: 1869.51
[38] valid_0's poisson: -92.6201 valid_0's l2: 1859.53
[39] valid_0's poisson: -92.7326 valid_0's l2: 1849.53
[40] valid_0's poisson: -92.8443 valid_0's l2: 1839.57
[41] valid_0's poisson: -92.9542 valid_0's l2: 1829.73
[42] valid_0's poisson: -93.0629 valid_0's l2: 1819.97
[43] valid_0's poisson: -93.17 valid_0's l2: 1810.32
[44] valid_0's poisson: -93.2766 valid_0's l2: 1800.69
[45] valid_0's poisson: -93.3809 valid_0's l2: 1791.23
[46] valid_0's poisson: -93.4853 valid_0's l2: 1781.75
[47] valid_0's poisson: -93.5896 valid_0's l2: 1772.26
[48] valid_0's poisson: -93.6915 valid_0's l2: 1762.94
[49] valid_0's poisson: -93.7931 valid_0's l2: 1753.61
[50] valid_0's poisson: -93.8935 valid_0's l2: 1744.37
[51] valid_0's poisson: -93.9928 valid_0's l2: 1735.24
[52] valid_0's poisson: -94.0917 valid_0's l2: 1726.09
[53] valid_0's poisson: -94.1895 valid_0's l2: 1717.05
[54] valid_0's poisson: -94.2863 valid_0's l2: 1708.09
[55] valid_0's poisson: -94.3843 valid_0's l2: 1699
[56] valid_0's poisson: -94.4809 valid_0's l2: 1690
[57] valid_0's poisson: -94.5744 valid_0's l2: 1681.24
[58] valid_0's poisson: -94.6694 valid_0's l2: 1672.36
[59] valid_0's poisson: -94.7631 valid_0's l2: 1663.56
[60] valid_0's poisson: -94.8559 valid_0's l2: 1654.84
[61] valid_0's poisson: -94.9465 valid_0's l2: 1646.29
[62] valid_0's poisson: -95.0374 valid_0's l2: 1637.69
[63] valid_0's poisson: -95.1274 valid_0's l2: 1629.16
[64] valid_0's poisson: -95.2165 valid_0's l2: 1620.71
[65] valid_0's poisson: -95.3047 valid_0's l2: 1612.31
[66] valid_0's poisson: -95.3916 valid_0's l2: 1604.05
[67] valid_0's poisson: -95.4781 valid_0's l2: 1595.79
[68] valid_0's poisson: -95.5639 valid_0's l2: 1587.58
[69] valid_0's poisson: -95.6486 valid_0's l2: 1579.45
[70] valid_0's poisson: -95.732 valid_0's l2: 1571.46
[71] valid_0's poisson: -95.8153 valid_0's l2: 1563.43
[72] valid_0's poisson: -95.8978 valid_0's l2: 1555.47
[73] valid_0's poisson: -95.9809 valid_0's l2: 1547.43
[74] valid_0's poisson: -96.0619 valid_0's l2: 1539.63
[75] valid_0's poisson: -96.1432 valid_0's l2: 1531.75
[76] valid_0's poisson: -96.2233 valid_0's l2: 1523.98
[77] valid_0's poisson: -96.3031 valid_0's l2: 1516.22
[78] valid_0's poisson: -96.3813 valid_0's l2: 1508.65
[79] valid_0's poisson: -96.4599 valid_0's l2: 1500.96
[80] valid_0's poisson: -96.537 valid_0's l2: 1493.41
[81] valid_0's poisson: -96.6136 valid_0's l2: 1485.88
[82] valid_0's poisson: -96.6899 valid_0's l2: 1478.41
[83] valid_0's poisson: -96.7647 valid_0's l2: 1471.11
[84] valid_0's poisson: -96.839 valid_0's l2: 1463.77
[85] valid_0's poisson: -96.9125 valid_0's l2: 1456.57
[86] valid_0's poisson: -96.9859 valid_0's l2: 1449.31
[87] valid_0's poisson: -97.0584 valid_0's l2: 1442.21
[88] valid_0's poisson: -97.1303 valid_0's l2: 1435.1
[89] valid_0's poisson: -97.2014 valid_0's l2: 1428.03
[90] valid_0's poisson: -97.2721 valid_0's l2: 1421.02
[91] valid_0's poisson: -97.3419 valid_0's l2: 1414.15
[92] valid_0's poisson: -97.4113 valid_0's l2: 1407.23
[93] valid_0's poisson: -97.4791 valid_0's l2: 1400.44
[94] valid_0's poisson: -97.5471 valid_0's l2: 1393.69
[95] valid_0's poisson: -97.6153 valid_0's l2: 1386.99
[96] valid_0's poisson: -97.6825 valid_0's l2: 1380.26
[97] valid_0's poisson: -97.7494 valid_0's l2: 1373.58
[98] valid_0's poisson: -97.815 valid_0's l2: 1366.99
[99] valid_0's poisson: -97.8808 valid_0's l2: 1360.41
[100] valid_0's poisson: -97.9468 valid_0's l2: 1353.83
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.5321 valid_0's l2: 2121.99
[2] valid_0's poisson: -91.4692 valid_0's l2: 1963.27
[3] valid_0's poisson: -93.1586 valid_0's l2: 1816.35
[4] valid_0's poisson: -94.5778 valid_0's l2: 1688.71
[5] valid_0's poisson: -95.7955 valid_0's l2: 1575.87
[6] valid_0's poisson: -96.8535 valid_0's l2: 1476.02
[7] valid_0's poisson: -97.7698 valid_0's l2: 1388.3
[8] valid_0's poisson: -98.5983 valid_0's l2: 1308.79
[9] valid_0's poisson: -99.3974 valid_0's l2: 1232.05
[10] valid_0's poisson: -100.087 valid_0's l2: 1164.99
[11] valid_0's poisson: -100.714 valid_0's l2: 1105.54
[12] valid_0's poisson: -101.267 valid_0's l2: 1053.33
[13] valid_0's poisson: -101.774 valid_0's l2: 1006.12
[14] valid_0's poisson: -102.226 valid_0's l2: 962.594
[15] valid_0's poisson: -102.618 valid_0's l2: 924.192
[16] valid_0's poisson: -103.035 valid_0's l2: 886.375
[17] valid_0's poisson: -103.421 valid_0's l2: 851.829
[18] valid_0's poisson: -103.78 valid_0's l2: 819.532
[19] valid_0's poisson: -104.077 valid_0's l2: 793.089
[20] valid_0's poisson: -104.347 valid_0's l2: 768.696
[21] valid_0's poisson: -104.642 valid_0's l2: 743.898
[22] valid_0's poisson: -104.868 valid_0's l2: 724.545
[23] valid_0's poisson: -105.118 valid_0's l2: 703.979
[24] valid_0's poisson: -105.348 valid_0's l2: 685.73
[25] valid_0's poisson: -105.553 valid_0's l2: 667.92
[26] valid_0's poisson: -105.752 valid_0's l2: 652.753
[27] valid_0's poisson: -105.921 valid_0's l2: 638.648
[28] valid_0's poisson: -106.067 valid_0's l2: 626.635
[29] valid_0's poisson: -106.233 valid_0's l2: 613.724
[30] valid_0's poisson: -106.364 valid_0's l2: 602.676
[31] valid_0's poisson: -106.511 valid_0's l2: 592.452
[32] valid_0's poisson: -106.636 valid_0's l2: 583.194
[33] valid_0's poisson: -106.74 valid_0's l2: 574.773
[34] valid_0's poisson: -106.84 valid_0's l2: 565.814
[35] valid_0's poisson: -106.941 valid_0's l2: 556.363
[36] valid_0's poisson: -107.052 valid_0's l2: 548.053
[37] valid_0's poisson: -107.144 valid_0's l2: 541.16
[38] valid_0's poisson: -107.228 valid_0's l2: 533.286
[39] valid_0's poisson: -107.308 valid_0's l2: 526.005
[40] valid_0's poisson: -107.389 valid_0's l2: 519.862
[41] valid_0's poisson: -107.453 valid_0's l2: 514.626
[42] valid_0's poisson: -107.512 valid_0's l2: 508.734
[43] valid_0's poisson: -107.575 valid_0's l2: 503.699
[44] valid_0's poisson: -107.629 valid_0's l2: 499.343
[45] valid_0's poisson: -107.659 valid_0's l2: 495.051
[46] valid_0's poisson: -107.649 valid_0's l2: 490.657
[47] valid_0's poisson: -107.682 valid_0's l2: 487.351
[48] valid_0's poisson: -107.723 valid_0's l2: 483.697
[49] valid_0's poisson: -107.747 valid_0's l2: 480.529
[50] valid_0's poisson: -107.779 valid_0's l2: 475.601
[51] valid_0's poisson: -107.805 valid_0's l2: 472.845
[52] valid_0's poisson: -107.791 valid_0's l2: 469.524
[53] valid_0's poisson: -107.822 valid_0's l2: 466.925
[54] valid_0's poisson: -107.838 valid_0's l2: 464.903
[55] valid_0's poisson: -107.859 valid_0's l2: 461.778
[56] valid_0's poisson: -107.881 valid_0's l2: 459.557
[57] valid_0's poisson: -107.892 valid_0's l2: 457.181
[58] valid_0's poisson: -107.914 valid_0's l2: 455.215
[59] valid_0's poisson: -107.885 valid_0's l2: 452.624
[60] valid_0's poisson: -107.876 valid_0's l2: 449.822
[61] valid_0's poisson: -107.905 valid_0's l2: 447.376
[62] valid_0's poisson: -107.919 valid_0's l2: 445.453
[63] valid_0's poisson: -107.928 valid_0's l2: 443.666
[64] valid_0's poisson: -107.935 valid_0's l2: 442.24
[65] valid_0's poisson: -107.924 valid_0's l2: 439.824
[66] valid_0's poisson: -107.891 valid_0's l2: 438.518
[67] valid_0's poisson: -107.877 valid_0's l2: 437.106
[68] valid_0's poisson: -107.805 valid_0's l2: 435.875
[69] valid_0's poisson: -107.781 valid_0's l2: 434.155
[70] valid_0's poisson: -107.765 valid_0's l2: 432.685
[71] valid_0's poisson: -107.661 valid_0's l2: 431.587
[72] valid_0's poisson: -107.75 valid_0's l2: 430.573
[73] valid_0's poisson: -107.657 valid_0's l2: 428.783
[74] valid_0's poisson: -107.63 valid_0's l2: 427.018
[75] valid_0's poisson: -107.639 valid_0's l2: 425.531
[76] valid_0's poisson: -107.643 valid_0's l2: 424.532
[77] valid_0's poisson: -107.601 valid_0's l2: 423.172
[78] valid_0's poisson: -107.493 valid_0's l2: 422.32
[79] valid_0's poisson: -107.531 valid_0's l2: 421.764
[80] valid_0's poisson: -107.499 valid_0's l2: 420.11
[81] valid_0's poisson: -107.459 valid_0's l2: 419.269
[82] valid_0's poisson: -107.417 valid_0's l2: 418.169
[83] valid_0's poisson: -107.44 valid_0's l2: 417.4
[84] valid_0's poisson: -107.338 valid_0's l2: 415.939
[85] valid_0's poisson: -107.338 valid_0's l2: 414.845
[86] valid_0's poisson: -107.297 valid_0's l2: 414.098
[87] valid_0's poisson: -107.294 valid_0's l2: 413.37
[88] valid_0's poisson: -107.277 valid_0's l2: 412.436
[89] valid_0's poisson: -107.241 valid_0's l2: 411.395
[90] valid_0's poisson: -107.238 valid_0's l2: 410.946
[91] valid_0's poisson: -107.22 valid_0's l2: 410.429
[92] valid_0's poisson: -107.235 valid_0's l2: 409.169
[93] valid_0's poisson: -107.234 valid_0's l2: 409.029
[94] valid_0's poisson: -107.204 valid_0's l2: 408.591
[95] valid_0's poisson: -107.205 valid_0's l2: 407.437
[96] valid_0's poisson: -107.095 valid_0's l2: 405.668
[97] valid_0's poisson: -107.098 valid_0's l2: 405.021
[98] valid_0's poisson: -107.016 valid_0's l2: 404.069
[99] valid_0's poisson: -106.982 valid_0's l2: 403.806
[100] valid_0's poisson: -107.021 valid_0's l2: 403.052
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.5616 valid_0's l2: 2118.95
[2] valid_0's poisson: -91.6047 valid_0's l2: 1950.52
[3] valid_0's poisson: -93.2321 valid_0's l2: 1807.65
[4] valid_0's poisson: -94.6038 valid_0's l2: 1681.88
[5] valid_0's poisson: -95.7817 valid_0's l2: 1571.53
[6] valid_0's poisson: -96.8045 valid_0's l2: 1473.51
[7] valid_0's poisson: -97.6952 valid_0's l2: 1387.68
[8] valid_0's poisson: -98.6009 valid_0's l2: 1300.78
[9] valid_0's poisson: -99.3263 valid_0's l2: 1231.48
[10] valid_0's poisson: -100.022 valid_0's l2: 1163.69
[11] valid_0's poisson: -100.636 valid_0's l2: 1104.38
[12] valid_0's poisson: -101.208 valid_0's l2: 1051.2
[13] valid_0's poisson: -101.709 valid_0's l2: 1004.86
[14] valid_0's poisson: -102.156 valid_0's l2: 963.065
[15] valid_0's poisson: -102.62 valid_0's l2: 920.211
[16] valid_0's poisson: -102.978 valid_0's l2: 886.278
[17] valid_0's poisson: -103.363 valid_0's l2: 851.587
[18] valid_0's poisson: -103.717 valid_0's l2: 820.501
[19] valid_0's poisson: -104.046 valid_0's l2: 791.742
[20] valid_0's poisson: -104.309 valid_0's l2: 768.257
[21] valid_0's poisson: -104.584 valid_0's l2: 744.936
[22] valid_0's poisson: -104.835 valid_0's l2: 723.047
[23] valid_0's poisson: -105.098 valid_0's l2: 701.683
[24] valid_0's poisson: -105.314 valid_0's l2: 683.414
[25] valid_0's poisson: -105.507 valid_0's l2: 667.381
[26] valid_0's poisson: -105.719 valid_0's l2: 650.99
[27] valid_0's poisson: -105.873 valid_0's l2: 637.68
[28] valid_0's poisson: -106.049 valid_0's l2: 624.268
[29] valid_0's poisson: -106.197 valid_0's l2: 612.775
[30] valid_0's poisson: -106.33 valid_0's l2: 602.49
[31] valid_0's poisson: -106.462 valid_0's l2: 590.581
[32] valid_0's poisson: -106.594 valid_0's l2: 579.99
[33] valid_0's poisson: -106.702 valid_0's l2: 570.199
[34] valid_0's poisson: -106.828 valid_0's l2: 561.335
[35] valid_0's poisson: -106.918 valid_0's l2: 554.557
[36] valid_0's poisson: -107.013 valid_0's l2: 546.381
[37] valid_0's poisson: -107.088 valid_0's l2: 539.723
[38] valid_0's poisson: -107.178 valid_0's l2: 532.398
[39] valid_0's poisson: -107.255 valid_0's l2: 525.994
[40] valid_0's poisson: -107.314 valid_0's l2: 520.377
[41] valid_0's poisson: -107.381 valid_0's l2: 514.834
[42] valid_0's poisson: -107.442 valid_0's l2: 509.556
[43] valid_0's poisson: -107.511 valid_0's l2: 503.679
[44] valid_0's poisson: -107.566 valid_0's l2: 498.136
[45] valid_0's poisson: -107.624 valid_0's l2: 492.907
[46] valid_0's poisson: -107.667 valid_0's l2: 488.96
[47] valid_0's poisson: -107.688 valid_0's l2: 485.725
[48] valid_0's poisson: -107.758 valid_0's l2: 481.283
[49] valid_0's poisson: -107.772 valid_0's l2: 478.235
[50] valid_0's poisson: -107.795 valid_0's l2: 475.29
[51] valid_0's poisson: -107.808 valid_0's l2: 471.712
[52] valid_0's poisson: -107.773 valid_0's l2: 469.209
[53] valid_0's poisson: -107.784 valid_0's l2: 466.867
[54] valid_0's poisson: -107.796 valid_0's l2: 464.398
[55] valid_0's poisson: -107.798 valid_0's l2: 462.336
[56] valid_0's poisson: -107.832 valid_0's l2: 459.311
[57] valid_0's poisson: -107.842 valid_0's l2: 456.887
[58] valid_0's poisson: -107.858 valid_0's l2: 454.81
[59] valid_0's poisson: -107.86 valid_0's l2: 452.043
[60] valid_0's poisson: -107.873 valid_0's l2: 450.43
[61] valid_0's poisson: -107.874 valid_0's l2: 448.624
[62] valid_0's poisson: -107.89 valid_0's l2: 446.511
[63] valid_0's poisson: -107.857 valid_0's l2: 445.355
[64] valid_0's poisson: -107.839 valid_0's l2: 443.701
[65] valid_0's poisson: -107.848 valid_0's l2: 441.938
[66] valid_0's poisson: -107.841 valid_0's l2: 440.175
[67] valid_0's poisson: -107.828 valid_0's l2: 438.202
[68] valid_0's poisson: -107.834 valid_0's l2: 436.412
[69] valid_0's poisson: -107.821 valid_0's l2: 434.522
[70] valid_0's poisson: -107.683 valid_0's l2: 432.963
[71] valid_0's poisson: -107.663 valid_0's l2: 431.981
[72] valid_0's poisson: -107.671 valid_0's l2: 430.575
[73] valid_0's poisson: -107.681 valid_0's l2: 429.212
[74] valid_0's poisson: -107.586 valid_0's l2: 428.315
[75] valid_0's poisson: -107.651 valid_0's l2: 427.329
[76] valid_0's poisson: -107.635 valid_0's l2: 426.124
[77] valid_0's poisson: -107.543 valid_0's l2: 424.656
[78] valid_0's poisson: -107.528 valid_0's l2: 423.88
[79] valid_0's poisson: -107.527 valid_0's l2: 422.568
[80] valid_0's poisson: -107.514 valid_0's l2: 421.039
[81] valid_0's poisson: -107.614 valid_0's l2: 420.242
[82] valid_0's poisson: -107.542 valid_0's l2: 419.409
[83] valid_0's poisson: -107.616 valid_0's l2: 418.187
[84] valid_0's poisson: -107.52 valid_0's l2: 416.947
[85] valid_0's poisson: -107.436 valid_0's l2: 416.373
[86] valid_0's poisson: -107.444 valid_0's l2: 416.078
[87] valid_0's poisson: -107.447 valid_0's l2: 415.277
[88] valid_0's poisson: -107.418 valid_0's l2: 414.644
[89] valid_0's poisson: -107.322 valid_0's l2: 413.956
[90] valid_0's poisson: -107.323 valid_0's l2: 413.34
[91] valid_0's poisson: -107.272 valid_0's l2: 412.513
[92] valid_0's poisson: -107.281 valid_0's l2: 411.703
[93] valid_0's poisson: -107.231 valid_0's l2: 411.097
[94] valid_0's poisson: -107.224 valid_0's l2: 410.558
[95] valid_0's poisson: -107.262 valid_0's l2: 410.324
[96] valid_0's poisson: -107.25 valid_0's l2: 409.513
[97] valid_0's poisson: -107.263 valid_0's l2: 408.827
[98] valid_0's poisson: -107.212 valid_0's l2: 408.038
[99] valid_0's poisson: -107.227 valid_0's l2: 407.182
[100] valid_0's poisson: -107.239 valid_0's l2: 406.832
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.5791 valid_0's l2: 2117.45
[2] valid_0's poisson: -91.5537 valid_0's l2: 1954.59
[3] valid_0's poisson: -93.2491 valid_0's l2: 1805.93
[4] valid_0's poisson: -94.6513 valid_0's l2: 1678.27
[5] valid_0's poisson: -95.8498 valid_0's l2: 1565.76
[6] valid_0's poisson: -96.9364 valid_0's l2: 1463.29
[7] valid_0's poisson: -97.8547 valid_0's l2: 1374.78
[8] valid_0's poisson: -98.6661 valid_0's l2: 1296.47
[9] valid_0's poisson: -99.4534 valid_0's l2: 1220.53
[10] valid_0's poisson: -100.125 valid_0's l2: 1154.7
[11] valid_0's poisson: -100.742 valid_0's l2: 1096.14
[12] valid_0's poisson: -101.309 valid_0's l2: 1041.9
[13] valid_0's poisson: -101.81 valid_0's l2: 993.366
[14] valid_0's poisson: -102.26 valid_0's l2: 950.53
[15] valid_0's poisson: -102.71 valid_0's l2: 909.269
[16] valid_0's poisson: -103.072 valid_0's l2: 874.592
[17] valid_0's poisson: -103.457 valid_0's l2: 840.503
[18] valid_0's poisson: -103.757 valid_0's l2: 812.715
[19] valid_0's poisson: -104.075 valid_0's l2: 785.39
[20] valid_0's poisson: -104.368 valid_0's l2: 760.933
[21] valid_0's poisson: -104.621 valid_0's l2: 738.377
[22] valid_0's poisson: -104.9 valid_0's l2: 715.751
[23] valid_0's poisson: -105.11 valid_0's l2: 696.33
[24] valid_0's poisson: -105.346 valid_0's l2: 677.891
[25] valid_0's poisson: -105.563 valid_0's l2: 661.679
[26] valid_0's poisson: -105.738 valid_0's l2: 647.074
[27] valid_0's poisson: -105.921 valid_0's l2: 632.589
[28] valid_0's poisson: -106.088 valid_0's l2: 619.215
[29] valid_0's poisson: -106.229 valid_0's l2: 607.624
[30] valid_0's poisson: -106.385 valid_0's l2: 596.251
[31] valid_0's poisson: -106.51 valid_0's l2: 586.166
[32] valid_0's poisson: -106.646 valid_0's l2: 576.327
[33] valid_0's poisson: -106.759 valid_0's l2: 566.5
[34] valid_0's poisson: -106.869 valid_0's l2: 555.916
[35] valid_0's poisson: -106.981 valid_0's l2: 547.508
[36] valid_0's poisson: -107.067 valid_0's l2: 539.644
[37] valid_0's poisson: -107.17 valid_0's l2: 532.333
[38] valid_0's poisson: -107.253 valid_0's l2: 525.919
[39] valid_0's poisson: -107.328 valid_0's l2: 519.446
[40] valid_0's poisson: -107.392 valid_0's l2: 513.222
[41] valid_0's poisson: -107.418 valid_0's l2: 508.09
[42] valid_0's poisson: -107.475 valid_0's l2: 502.742
[43] valid_0's poisson: -107.534 valid_0's l2: 498.244
[44] valid_0's poisson: -107.587 valid_0's l2: 493.693
[45] valid_0's poisson: -107.642 valid_0's l2: 489.352
[46] valid_0's poisson: -107.678 valid_0's l2: 485.896
[47] valid_0's poisson: -107.71 valid_0's l2: 482.798
[48] valid_0's poisson: -107.747 valid_0's l2: 479.111
[49] valid_0's poisson: -107.789 valid_0's l2: 476.19
[50] valid_0's poisson: -107.806 valid_0's l2: 473.398
[51] valid_0's poisson: -107.836 valid_0's l2: 470.553
[52] valid_0's poisson: -107.867 valid_0's l2: 467.311
[53] valid_0's poisson: -107.86 valid_0's l2: 465.146
[54] valid_0's poisson: -107.882 valid_0's l2: 463.194
[55] valid_0's poisson: -107.889 valid_0's l2: 460.86
[56] valid_0's poisson: -107.887 valid_0's l2: 458.76
[57] valid_0's poisson: -107.872 valid_0's l2: 456.891
[58] valid_0's poisson: -107.888 valid_0's l2: 452.288
[59] valid_0's poisson: -107.835 valid_0's l2: 451.416
[60] valid_0's poisson: -107.837 valid_0's l2: 448.572
[61] valid_0's poisson: -107.837 valid_0's l2: 447
[62] valid_0's poisson: -107.782 valid_0's l2: 445.597
[63] valid_0's poisson: -107.796 valid_0's l2: 443.389
[64] valid_0's poisson: -107.776 valid_0's l2: 441.85
[65] valid_0's poisson: -107.783 valid_0's l2: 440.193
[66] valid_0's poisson: -107.787 valid_0's l2: 438.147
[67] valid_0's poisson: -107.73 valid_0's l2: 436.343
[68] valid_0's poisson: -107.696 valid_0's l2: 435.349
[69] valid_0's poisson: -107.698 valid_0's l2: 433.826
[70] valid_0's poisson: -107.714 valid_0's l2: 432.626
[71] valid_0's poisson: -107.731 valid_0's l2: 431.218
[72] valid_0's poisson: -107.738 valid_0's l2: 429.929
[73] valid_0's poisson: -107.717 valid_0's l2: 428.927
[74] valid_0's poisson: -107.61 valid_0's l2: 428.026
[75] valid_0's poisson: -107.617 valid_0's l2: 427.003
[76] valid_0's poisson: -107.549 valid_0's l2: 425.42
[77] valid_0's poisson: -107.553 valid_0's l2: 424.499
[78] valid_0's poisson: -107.539 valid_0's l2: 422.823
[79] valid_0's poisson: -107.53 valid_0's l2: 421.631
[80] valid_0's poisson: -107.445 valid_0's l2: 420.761
[81] valid_0's poisson: -107.413 valid_0's l2: 419.737
[82] valid_0's poisson: -107.409 valid_0's l2: 418.895
[83] valid_0's poisson: -107.348 valid_0's l2: 418.034
[84] valid_0's poisson: -107.355 valid_0's l2: 416.394
[85] valid_0's poisson: -107.328 valid_0's l2: 414.99
[86] valid_0's poisson: -107.28 valid_0's l2: 414.449
[87] valid_0's poisson: -107.262 valid_0's l2: 413.264
[88] valid_0's poisson: -107.238 valid_0's l2: 412.064
[89] valid_0's poisson: -107.205 valid_0's l2: 410.272
[90] valid_0's poisson: -107.18 valid_0's l2: 409.602
[91] valid_0's poisson: -107.172 valid_0's l2: 409.29
[92] valid_0's poisson: -107.175 valid_0's l2: 408.904
[93] valid_0's poisson: -107.059 valid_0's l2: 407.976
[94] valid_0's poisson: -107.142 valid_0's l2: 406.901
[95] valid_0's poisson: -107.022 valid_0's l2: 406.057
[96] valid_0's poisson: -106.997 valid_0's l2: 405.429
[97] valid_0's poisson: -106.953 valid_0's l2: 405.146
[98] valid_0's poisson: -106.983 valid_0's l2: 404.542
[99] valid_0's poisson: -106.965 valid_0's l2: 403.496
[100] valid_0's poisson: -106.961 valid_0's l2: 403.214
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.5933 valid_0's l2: 2117.13
[2] valid_0's poisson: -91.5761 valid_0's l2: 1954.06
[3] valid_0's poisson: -93.2165 valid_0's l2: 1810.44
[4] valid_0's poisson: -94.5951 valid_0's l2: 1684.34
[5] valid_0's poisson: -95.8901 valid_0's l2: 1563.34
[6] valid_0's poisson: -96.92 valid_0's l2: 1465.23
[7] valid_0's poisson: -97.831 valid_0's l2: 1377.95
[8] valid_0's poisson: -98.6294 valid_0's l2: 1300.69
[9] valid_0's poisson: -99.3713 valid_0's l2: 1229.44
[10] valid_0's poisson: -100.098 valid_0's l2: 1159.98
[11] valid_0's poisson: -100.705 valid_0's l2: 1100.98
[12] valid_0's poisson: -101.259 valid_0's l2: 1047.79
[13] valid_0's poisson: -101.776 valid_0's l2: 999.863
[14] valid_0's poisson: -102.231 valid_0's l2: 957.349
[15] valid_0's poisson: -102.659 valid_0's l2: 918.963
[16] valid_0's poisson: -103.075 valid_0's l2: 881.091
[17] valid_0's poisson: -103.422 valid_0's l2: 849.647
[18] valid_0's poisson: -103.72 valid_0's l2: 821.828
[19] valid_0's poisson: -104.048 valid_0's l2: 793.372
[20] valid_0's poisson: -104.369 valid_0's l2: 766.099
[21] valid_0's poisson: -104.611 valid_0's l2: 745.307
[22] valid_0's poisson: -104.876 valid_0's l2: 724.985
[23] valid_0's poisson: -105.127 valid_0's l2: 704.35
[24] valid_0's poisson: -105.347 valid_0's l2: 684.892
[25] valid_0's poisson: -105.558 valid_0's l2: 668.108
[26] valid_0's poisson: -105.744 valid_0's l2: 651.957
[27] valid_0's poisson: -105.932 valid_0's l2: 637.495
[28] valid_0's poisson: -106.089 valid_0's l2: 624.638
[29] valid_0's poisson: -106.241 valid_0's l2: 611.855
[30] valid_0's poisson: -106.366 valid_0's l2: 600.531
[31] valid_0's poisson: -106.516 valid_0's l2: 588.947
[32] valid_0's poisson: -106.622 valid_0's l2: 579.826
[33] valid_0's poisson: -106.753 valid_0's l2: 570.236
[34] valid_0's poisson: -106.872 valid_0's l2: 561.164
[35] valid_0's poisson: -106.966 valid_0's l2: 553.085
[36] valid_0's poisson: -107.061 valid_0's l2: 544.512
[37] valid_0's poisson: -107.152 valid_0's l2: 537.291
[38] valid_0's poisson: -107.234 valid_0's l2: 531.205
[39] valid_0's poisson: -107.306 valid_0's l2: 525.612
[40] valid_0's poisson: -107.377 valid_0's l2: 518.832
[41] valid_0's poisson: -107.453 valid_0's l2: 512.427
[42] valid_0's poisson: -107.527 valid_0's l2: 506.813
[43] valid_0's poisson: -107.588 valid_0's l2: 500.965
[44] valid_0's poisson: -107.638 valid_0's l2: 495.202
[45] valid_0's poisson: -107.686 valid_0's l2: 490.555
[46] valid_0's poisson: -107.733 valid_0's l2: 486.726
[47] valid_0's poisson: -107.773 valid_0's l2: 482.984
[48] valid_0's poisson: -107.77 valid_0's l2: 478.833
[49] valid_0's poisson: -107.841 valid_0's l2: 475.835
[50] valid_0's poisson: -107.83 valid_0's l2: 472.779
[51] valid_0's poisson: -107.865 valid_0's l2: 468.227
[52] valid_0's poisson: -107.873 valid_0's l2: 465.759
[53] valid_0's poisson: -107.873 valid_0's l2: 463.233
[54] valid_0's poisson: -107.903 valid_0's l2: 459.094
[55] valid_0's poisson: -107.785 valid_0's l2: 457.074
[56] valid_0's poisson: -107.806 valid_0's l2: 454.037
[57] valid_0's poisson: -107.75 valid_0's l2: 452.164
[58] valid_0's poisson: -107.734 valid_0's l2: 449.54
[59] valid_0's poisson: -107.734 valid_0's l2: 448.224
[60] valid_0's poisson: -107.753 valid_0's l2: 446.129
[61] valid_0's poisson: -107.735 valid_0's l2: 444.504
[62] valid_0's poisson: -107.725 valid_0's l2: 443.219
[63] valid_0's poisson: -107.74 valid_0's l2: 441.536
[64] valid_0's poisson: -107.739 valid_0's l2: 440.138
[65] valid_0's poisson: -107.732 valid_0's l2: 438.605
[66] valid_0's poisson: -107.74 valid_0's l2: 436.779
[67] valid_0's poisson: -107.737 valid_0's l2: 435.219
[68] valid_0's poisson: -107.742 valid_0's l2: 433.667
[69] valid_0's poisson: -107.741 valid_0's l2: 431.742
[70] valid_0's poisson: -107.721 valid_0's l2: 430.546
[71] valid_0's poisson: -107.733 valid_0's l2: 429.288
[72] valid_0's poisson: -107.726 valid_0's l2: 428.047
[73] valid_0's poisson: -107.669 valid_0's l2: 426.709
[74] valid_0's poisson: -107.641 valid_0's l2: 425.589
[75] valid_0's poisson: -107.604 valid_0's l2: 424.396
[76] valid_0's poisson: -107.612 valid_0's l2: 422.93
[77] valid_0's poisson: -107.591 valid_0's l2: 422.025
[78] valid_0's poisson: -107.584 valid_0's l2: 421.009
[79] valid_0's poisson: -107.469 valid_0's l2: 420.213
[80] valid_0's poisson: -107.515 valid_0's l2: 419.082
[81] valid_0's poisson: -107.469 valid_0's l2: 417.504
[82] valid_0's poisson: -107.513 valid_0's l2: 415.971
[83] valid_0's poisson: -107.468 valid_0's l2: 415.083
[84] valid_0's poisson: -107.466 valid_0's l2: 413.977
[85] valid_0's poisson: -107.462 valid_0's l2: 412.837
[86] valid_0's poisson: -107.462 valid_0's l2: 411.801
[87] valid_0's poisson: -107.388 valid_0's l2: 411.227
[88] valid_0's poisson: -107.478 valid_0's l2: 410.308
[89] valid_0's poisson: -107.416 valid_0's l2: 409.55
[90] valid_0's poisson: -107.376 valid_0's l2: 408.605
[91] valid_0's poisson: -107.315 valid_0's l2: 407.823
[92] valid_0's poisson: -107.312 valid_0's l2: 407.084
[93] valid_0's poisson: -107.264 valid_0's l2: 406.354
[94] valid_0's poisson: -107.238 valid_0's l2: 405.89
[95] valid_0's poisson: -107.243 valid_0's l2: 404.504
[96] valid_0's poisson: -107.243 valid_0's l2: 403.451
[97] valid_0's poisson: -107.264 valid_0's l2: 402.151
[98] valid_0's poisson: -107.238 valid_0's l2: 401.593
[99] valid_0's poisson: -107.225 valid_0's l2: 400.865
[100] valid_0's poisson: -107.224 valid_0's l2: 399.793
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.5522 valid_0's l2: 2119.1
[2] valid_0's poisson: -91.5537 valid_0's l2: 1952.59
[3] valid_0's poisson: -93.2309 valid_0's l2: 1804.59
[4] valid_0's poisson: -94.6326 valid_0's l2: 1677.5
[5] valid_0's poisson: -95.8406 valid_0's l2: 1564.72
[6] valid_0's poisson: -96.8679 valid_0's l2: 1466.08
[7] valid_0's poisson: -97.7941 valid_0's l2: 1377.44
[8] valid_0's poisson: -98.6003 valid_0's l2: 1300.1
[9] valid_0's poisson: -99.3406 valid_0's l2: 1228.97
[10] valid_0's poisson: -100.043 valid_0's l2: 1160.84
[11] valid_0's poisson: -100.672 valid_0's l2: 1100.42
[12] valid_0's poisson: -101.229 valid_0's l2: 1046.87
[13] valid_0's poisson: -101.727 valid_0's l2: 1000.6
[14] valid_0's poisson: -102.224 valid_0's l2: 954.298
[15] valid_0's poisson: -102.622 valid_0's l2: 915.626
[16] valid_0's poisson: -103.034 valid_0's l2: 878.085
[17] valid_0's poisson: -103.384 valid_0's l2: 846.463
[18] valid_0's poisson: -103.738 valid_0's l2: 815.682
[19] valid_0's poisson: -104.025 valid_0's l2: 790.149
[20] valid_0's poisson: -104.343 valid_0's l2: 763.631
[21] valid_0's poisson: -104.592 valid_0's l2: 742.709
[22] valid_0's poisson: -104.816 valid_0's l2: 722.79
[23] valid_0's poisson: -105.07 valid_0's l2: 702.061
[24] valid_0's poisson: -105.289 valid_0's l2: 683.166
[25] valid_0's poisson: -105.51 valid_0's l2: 666.108
[26] valid_0's poisson: -105.693 valid_0's l2: 650.531
[27] valid_0's poisson: -105.859 valid_0's l2: 636.687
[28] valid_0's poisson: -106.015 valid_0's l2: 623.715
[29] valid_0's poisson: -106.179 valid_0's l2: 610.547
[30] valid_0's poisson: -106.3 valid_0's l2: 600.388
[31] valid_0's poisson: -106.455 valid_0's l2: 589.542
[32] valid_0's poisson: -106.57 valid_0's l2: 580.619
[33] valid_0's poisson: -106.671 valid_0's l2: 572.581
[34] valid_0's poisson: -106.793 valid_0's l2: 563.182
[35] valid_0's poisson: -106.887 valid_0's l2: 554.666
[36] valid_0's poisson: -106.969 valid_0's l2: 547.136
[37] valid_0's poisson: -107.069 valid_0's l2: 539.404
[38] valid_0's poisson: -107.146 valid_0's l2: 533.427
[39] valid_0's poisson: -107.225 valid_0's l2: 527.19
[40] valid_0's poisson: -107.287 valid_0's l2: 521.213
[41] valid_0's poisson: -107.361 valid_0's l2: 515.621
[42] valid_0's poisson: -107.422 valid_0's l2: 510.692
[43] valid_0's poisson: -107.471 valid_0's l2: 505.875
[44] valid_0's poisson: -107.537 valid_0's l2: 501.538
[45] valid_0's poisson: -107.579 valid_0's l2: 497.988
[46] valid_0's poisson: -107.626 valid_0's l2: 494.358
[47] valid_0's poisson: -107.662 valid_0's l2: 491.047
[48] valid_0's poisson: -107.72 valid_0's l2: 485.325
[49] valid_0's poisson: -107.699 valid_0's l2: 482.486
[50] valid_0's poisson: -107.744 valid_0's l2: 479.384
[51] valid_0's poisson: -107.781 valid_0's l2: 476.508
[52] valid_0's poisson: -107.751 valid_0's l2: 472.947
[53] valid_0's poisson: -107.763 valid_0's l2: 470.434
[54] valid_0's poisson: -107.746 valid_0's l2: 468.016
[55] valid_0's poisson: -107.758 valid_0's l2: 465.874
[56] valid_0's poisson: -107.746 valid_0's l2: 461.799
[57] valid_0's poisson: -107.719 valid_0's l2: 459.673
[58] valid_0's poisson: -107.741 valid_0's l2: 457.527
[59] valid_0's poisson: -107.76 valid_0's l2: 454.443
[60] valid_0's poisson: -107.73 valid_0's l2: 451.551
[61] valid_0's poisson: -107.648 valid_0's l2: 449.306
[62] valid_0's poisson: -107.697 valid_0's l2: 447.651
[63] valid_0's poisson: -107.621 valid_0's l2: 445.942
[64] valid_0's poisson: -107.667 valid_0's l2: 444.739
[65] valid_0's poisson: -107.656 valid_0's l2: 442.651
[66] valid_0's poisson: -107.599 valid_0's l2: 440.474
[67] valid_0's poisson: -107.654 valid_0's l2: 439.371
[68] valid_0's poisson: -107.614 valid_0's l2: 437.58
[69] valid_0's poisson: -107.653 valid_0's l2: 435.82
[70] valid_0's poisson: -107.616 valid_0's l2: 434.162
[71] valid_0's poisson: -107.57 valid_0's l2: 433.248
[72] valid_0's poisson: -107.509 valid_0's l2: 432.055
[73] valid_0's poisson: -107.516 valid_0's l2: 430.702
[74] valid_0's poisson: -107.478 valid_0's l2: 429.889
[75] valid_0's poisson: -107.474 valid_0's l2: 429.218
[76] valid_0's poisson: -107.402 valid_0's l2: 427.599
[77] valid_0's poisson: -107.338 valid_0's l2: 426.493
[78] valid_0's poisson: -107.362 valid_0's l2: 425.239
[79] valid_0's poisson: -107.351 valid_0's l2: 424.313
[80] valid_0's poisson: -107.352 valid_0's l2: 423.235
[81] valid_0's poisson: -107.352 valid_0's l2: 422.962
[82] valid_0's poisson: -107.328 valid_0's l2: 422.1
[83] valid_0's poisson: -107.354 valid_0's l2: 421.313
[84] valid_0's poisson: -107.313 valid_0's l2: 420.504
[85] valid_0's poisson: -107.272 valid_0's l2: 419.355
[86] valid_0's poisson: -107.259 valid_0's l2: 418.531
[87] valid_0's poisson: -107.286 valid_0's l2: 417.943
[88] valid_0's poisson: -107.254 valid_0's l2: 417.649
[89] valid_0's poisson: -107.28 valid_0's l2: 416.729
[90] valid_0's poisson: -107.238 valid_0's l2: 416.14
[91] valid_0's poisson: -107.049 valid_0's l2: 414.908
[92] valid_0's poisson: -107.02 valid_0's l2: 414.427
[93] valid_0's poisson: -107.051 valid_0's l2: 414.013
[94] valid_0's poisson: -106.981 valid_0's l2: 412.899
[95] valid_0's poisson: -106.987 valid_0's l2: 412.148
[96] valid_0's poisson: -107.011 valid_0's l2: 411.54
[97] valid_0's poisson: -107.03 valid_0's l2: 410.6
[98] valid_0's poisson: -106.981 valid_0's l2: 409.657
[99] valid_0's poisson: -106.965 valid_0's l2: 408.969
[100] valid_0's poisson: -106.933 valid_0's l2: 408.698
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -103.031 valid_0's l2: 1063.49
[2] valid_0's poisson: -101.612 valid_0's l2: 755.154
[3] valid_0's poisson: -92.5282 valid_0's l2: 670.095
[4] valid_0's poisson: -91.8388 valid_0's l2: 630.266
[5] valid_0's poisson: -89.7884 valid_0's l2: 601.105
[6] valid_0's poisson: -94.6637 valid_0's l2: 592.107
[7] valid_0's poisson: -95.7452 valid_0's l2: 558.618
[8] valid_0's poisson: -95.7789 valid_0's l2: 543.207
[9] valid_0's poisson: -95.9328 valid_0's l2: 539.86
[10] valid_0's poisson: -94.0362 valid_0's l2: 530.942
[11] valid_0's poisson: -94.2661 valid_0's l2: 524.629
[12] valid_0's poisson: -94.4202 valid_0's l2: 506.877
[13] valid_0's poisson: -93.9533 valid_0's l2: 504.403
[14] valid_0's poisson: -93.8878 valid_0's l2: 500.855
[15] valid_0's poisson: -94.1096 valid_0's l2: 494.164
[16] valid_0's poisson: -92.5233 valid_0's l2: 482.973
[17] valid_0's poisson: -93.8752 valid_0's l2: 465.721
[18] valid_0's poisson: -94.5741 valid_0's l2: 457.754
[19] valid_0's poisson: -95.0053 valid_0's l2: 455.313
[20] valid_0's poisson: -95.7137 valid_0's l2: 450.597
[21] valid_0's poisson: -96.2894 valid_0's l2: 449.146
[22] valid_0's poisson: -97.3056 valid_0's l2: 443.95
[23] valid_0's poisson: -97.8052 valid_0's l2: 438.392
[24] valid_0's poisson: -96.9748 valid_0's l2: 437.212
[25] valid_0's poisson: -96.9649 valid_0's l2: 434.196
[26] valid_0's poisson: -97.5864 valid_0's l2: 426.714
[27] valid_0's poisson: -97.0002 valid_0's l2: 426.379
[28] valid_0's poisson: -97.1916 valid_0's l2: 425.513
[29] valid_0's poisson: -97.4011 valid_0's l2: 423.758
[30] valid_0's poisson: -97.0715 valid_0's l2: 420.718
[31] valid_0's poisson: -95.732 valid_0's l2: 418.086
[32] valid_0's poisson: -97.1618 valid_0's l2: 413.927
[33] valid_0's poisson: -96.2478 valid_0's l2: 411.474
[34] valid_0's poisson: -96.2637 valid_0's l2: 405.392
[35] valid_0's poisson: -96.3872 valid_0's l2: 404.156
[36] valid_0's poisson: -96.33 valid_0's l2: 400.178
[37] valid_0's poisson: -96.1863 valid_0's l2: 395.152
[38] valid_0's poisson: -96.3186 valid_0's l2: 396.226
[39] valid_0's poisson: -95.5881 valid_0's l2: 392.606
[40] valid_0's poisson: -96.8764 valid_0's l2: 392.652
[41] valid_0's poisson: -96.6046 valid_0's l2: 393.382
[42] valid_0's poisson: -96.652 valid_0's l2: 393.436
[43] valid_0's poisson: -96.9403 valid_0's l2: 393.003
[44] valid_0's poisson: -97.2562 valid_0's l2: 387.228
[45] valid_0's poisson: -96.8539 valid_0's l2: 386.446
[46] valid_0's poisson: -96.6555 valid_0's l2: 385.434
[47] valid_0's poisson: -96.6644 valid_0's l2: 387.195
[48] valid_0's poisson: -96.6146 valid_0's l2: 386.521
[49] valid_0's poisson: -96.9867 valid_0's l2: 387.596
[50] valid_0's poisson: -96.9959 valid_0's l2: 388.511
[51] valid_0's poisson: -96.8228 valid_0's l2: 387.047
[52] valid_0's poisson: -96.5998 valid_0's l2: 385.825
[53] valid_0's poisson: -96.189 valid_0's l2: 385.467
[54] valid_0's poisson: -96.3465 valid_0's l2: 382.583
[55] valid_0's poisson: -95.8997 valid_0's l2: 371.974
[56] valid_0's poisson: -96.2277 valid_0's l2: 371.603
[57] valid_0's poisson: -96.2333 valid_0's l2: 373.831
[58] valid_0's poisson: -96.4103 valid_0's l2: 375.432
[59] valid_0's poisson: -96.8591 valid_0's l2: 375.155
[60] valid_0's poisson: -96.6207 valid_0's l2: 374.845
[61] valid_0's poisson: -96.0614 valid_0's l2: 372.026
[62] valid_0's poisson: -95.8473 valid_0's l2: 371.999
[63] valid_0's poisson: -96.6818 valid_0's l2: 371.893
[64] valid_0's poisson: -96.8849 valid_0's l2: 370.905
[65] valid_0's poisson: -96.7629 valid_0's l2: 370.268
[66] valid_0's poisson: -96.7314 valid_0's l2: 370.806
[67] valid_0's poisson: -96.6716 valid_0's l2: 368.629
[68] valid_0's poisson: -97.04 valid_0's l2: 365.897
[69] valid_0's poisson: -96.3558 valid_0's l2: 367.369
[70] valid_0's poisson: -96.4496 valid_0's l2: 367.284
[71] valid_0's poisson: -96.6907 valid_0's l2: 366.95
[72] valid_0's poisson: -96.5216 valid_0's l2: 366.08
[73] valid_0's poisson: -96.5859 valid_0's l2: 366.162
[74] valid_0's poisson: -96.8403 valid_0's l2: 365.592
[75] valid_0's poisson: -96.4902 valid_0's l2: 365.488
[76] valid_0's poisson: -96.6481 valid_0's l2: 365.26
[77] valid_0's poisson: -97.5677 valid_0's l2: 363.514
[78] valid_0's poisson: -97.2639 valid_0's l2: 363.713
[79] valid_0's poisson: -97.033 valid_0's l2: 361.862
[80] valid_0's poisson: -96.4157 valid_0's l2: 360.138
[81] valid_0's poisson: -96.6153 valid_0's l2: 360.677
[82] valid_0's poisson: -96.8778 valid_0's l2: 359.768
[83] valid_0's poisson: -97.173 valid_0's l2: 359.439
[84] valid_0's poisson: -97.1178 valid_0's l2: 356.374
[85] valid_0's poisson: -97.0361 valid_0's l2: 357.215
[86] valid_0's poisson: -97.1345 valid_0's l2: 357.516
[87] valid_0's poisson: -97.3311 valid_0's l2: 355.841
[88] valid_0's poisson: -97.44 valid_0's l2: 357.516
[89] valid_0's poisson: -97.9083 valid_0's l2: 354.924
[90] valid_0's poisson: -97.5585 valid_0's l2: 354.185
[91] valid_0's poisson: -97.6514 valid_0's l2: 352.482
[92] valid_0's poisson: -98.1311 valid_0's l2: 351.644
[93] valid_0's poisson: -98.2421 valid_0's l2: 352.041
[94] valid_0's poisson: -98.0462 valid_0's l2: 351.498
[95] valid_0's poisson: -98.1315 valid_0's l2: 350.22
[96] valid_0's poisson: -97.9164 valid_0's l2: 350.711
[97] valid_0's poisson: -97.5488 valid_0's l2: 349.857
[98] valid_0's poisson: -97.3489 valid_0's l2: 349.006
[99] valid_0's poisson: -98.0355 valid_0's l2: 349.519
[100] valid_0's poisson: -98.2015 valid_0's l2: 349.556
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -102.506 valid_0's l2: 1025.85
[2] valid_0's poisson: -89.7989 valid_0's l2: 766.039
[3] valid_0's poisson: -97.5171 valid_0's l2: 709.12
[4] valid_0's poisson: -99.8495 valid_0's l2: 665.597
[5] valid_0's poisson: -93.4964 valid_0's l2: 645.031
[6] valid_0's poisson: -92.148 valid_0's l2: 590.964
[7] valid_0's poisson: -92.2899 valid_0's l2: 578.969
[8] valid_0's poisson: -92.8722 valid_0's l2: 552.481
[9] valid_0's poisson: -91.3664 valid_0's l2: 534.879
[10] valid_0's poisson: -92.9877 valid_0's l2: 531.523
[11] valid_0's poisson: -92.6063 valid_0's l2: 523.606
[12] valid_0's poisson: -95.5237 valid_0's l2: 519.232
[13] valid_0's poisson: -94.6751 valid_0's l2: 516.314
[14] valid_0's poisson: -94.7273 valid_0's l2: 514.818
[15] valid_0's poisson: -93.456 valid_0's l2: 514.844
[16] valid_0's poisson: -93.5674 valid_0's l2: 512.203
[17] valid_0's poisson: -97.3106 valid_0's l2: 491.293
[18] valid_0's poisson: -96.1754 valid_0's l2: 482.156
[19] valid_0's poisson: -95.5446 valid_0's l2: 485.316
[20] valid_0's poisson: -95.7285 valid_0's l2: 473.415
[21] valid_0's poisson: -95.8854 valid_0's l2: 473.078
[22] valid_0's poisson: -95.7109 valid_0's l2: 466.6
[23] valid_0's poisson: -96.5948 valid_0's l2: 463.875
[24] valid_0's poisson: -96.164 valid_0's l2: 451.402
[25] valid_0's poisson: -96.3147 valid_0's l2: 449.522
[26] valid_0's poisson: -97.1415 valid_0's l2: 447.072
[27] valid_0's poisson: -96.9759 valid_0's l2: 440.569
[28] valid_0's poisson: -96.9851 valid_0's l2: 437.732
[29] valid_0's poisson: -97.336 valid_0's l2: 432.149
[30] valid_0's poisson: -96.904 valid_0's l2: 426.671
[31] valid_0's poisson: -98.0417 valid_0's l2: 424.08
[32] valid_0's poisson: -97.8184 valid_0's l2: 424.296
[33] valid_0's poisson: -97.876 valid_0's l2: 416.46
[34] valid_0's poisson: -97.4721 valid_0's l2: 415.157
[35] valid_0's poisson: -97.5664 valid_0's l2: 413.444
[36] valid_0's poisson: -97.1365 valid_0's l2: 412.42
[37] valid_0's poisson: -96.8743 valid_0's l2: 408.319
[38] valid_0's poisson: -96.8396 valid_0's l2: 406.781
[39] valid_0's poisson: -97.0121 valid_0's l2: 404.136
[40] valid_0's poisson: -96.9792 valid_0's l2: 399.665
[41] valid_0's poisson: -98.2119 valid_0's l2: 394.587
[42] valid_0's poisson: -98.2293 valid_0's l2: 399.008
[43] valid_0's poisson: -98.5417 valid_0's l2: 398.089
[44] valid_0's poisson: -98.0284 valid_0's l2: 397.195
[45] valid_0's poisson: -98.0641 valid_0's l2: 397.23
[46] valid_0's poisson: -97.7874 valid_0's l2: 395.768
[47] valid_0's poisson: -97.3773 valid_0's l2: 394.407
[48] valid_0's poisson: -97.2304 valid_0's l2: 390.472
[49] valid_0's poisson: -97.2428 valid_0's l2: 390.514
[50] valid_0's poisson: -98.1389 valid_0's l2: 389.691
[51] valid_0's poisson: -97.8661 valid_0's l2: 391.053
[52] valid_0's poisson: -98.0679 valid_0's l2: 392.917
[53] valid_0's poisson: -98.2087 valid_0's l2: 391.894
[54] valid_0's poisson: -98.2909 valid_0's l2: 392.568
[55] valid_0's poisson: -97.6752 valid_0's l2: 391.296
[56] valid_0's poisson: -97.8657 valid_0's l2: 391.06
[57] valid_0's poisson: -97.5926 valid_0's l2: 392.481
[58] valid_0's poisson: -97.6896 valid_0's l2: 388.796
[59] valid_0's poisson: -97.9962 valid_0's l2: 388.915
[60] valid_0's poisson: -97.8976 valid_0's l2: 388.604
[61] valid_0's poisson: -98.0174 valid_0's l2: 389.502
[62] valid_0's poisson: -98.0372 valid_0's l2: 388.91
[63] valid_0's poisson: -97.9716 valid_0's l2: 389.471
[64] valid_0's poisson: -97.8149 valid_0's l2: 390.589
[65] valid_0's poisson: -97.9391 valid_0's l2: 390.684
[66] valid_0's poisson: -97.5024 valid_0's l2: 388.449
[67] valid_0's poisson: -97.3814 valid_0's l2: 387.089
[68] valid_0's poisson: -97.8596 valid_0's l2: 386.955
[69] valid_0's poisson: -97.4725 valid_0's l2: 388.786
[70] valid_0's poisson: -97.8604 valid_0's l2: 387.547
[71] valid_0's poisson: -98.0631 valid_0's l2: 386.017
[72] valid_0's poisson: -98.3314 valid_0's l2: 384.977
[73] valid_0's poisson: -97.759 valid_0's l2: 385.546
[74] valid_0's poisson: -98.1107 valid_0's l2: 385.118
[75] valid_0's poisson: -97.6238 valid_0's l2: 382.15
[76] valid_0's poisson: -97.8238 valid_0's l2: 381.219
[77] valid_0's poisson: -97.7108 valid_0's l2: 381.213
[78] valid_0's poisson: -97.5933 valid_0's l2: 380
[79] valid_0's poisson: -97.8093 valid_0's l2: 379.586
[80] valid_0's poisson: -97.9252 valid_0's l2: 378.756
[81] valid_0's poisson: -97.861 valid_0's l2: 379.094
[82] valid_0's poisson: -97.923 valid_0's l2: 378.782
[83] valid_0's poisson: -97.2763 valid_0's l2: 379.75
[84] valid_0's poisson: -97.265 valid_0's l2: 380.159
[85] valid_0's poisson: -97.364 valid_0's l2: 378.313
[86] valid_0's poisson: -97.1665 valid_0's l2: 381.597
[87] valid_0's poisson: -96.9582 valid_0's l2: 381.777
[88] valid_0's poisson: -97.0604 valid_0's l2: 381.931
[89] valid_0's poisson: -96.8371 valid_0's l2: 384.112
[90] valid_0's poisson: -96.7479 valid_0's l2: 384.745
[91] valid_0's poisson: -96.8109 valid_0's l2: 383.48
[92] valid_0's poisson: -96.4468 valid_0's l2: 383.692
[93] valid_0's poisson: -96.753 valid_0's l2: 384.136
[94] valid_0's poisson: -96.2666 valid_0's l2: 379.725
[95] valid_0's poisson: -96.2739 valid_0's l2: 379.381
[96] valid_0's poisson: -96.6277 valid_0's l2: 378.354
[97] valid_0's poisson: -96.9961 valid_0's l2: 377.576
[98] valid_0's poisson: -96.6175 valid_0's l2: 376.224
[99] valid_0's poisson: -97.0895 valid_0's l2: 375.611
[100] valid_0's poisson: -96.6409 valid_0's l2: 375.293
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -103.032 valid_0's l2: 1054.4
[2] valid_0's poisson: -100.82 valid_0's l2: 755.063
[3] valid_0's poisson: -100.29 valid_0's l2: 650.921
[4] valid_0's poisson: -99.3264 valid_0's l2: 620.833
[5] valid_0's poisson: -92.0451 valid_0's l2: 566.035
[6] valid_0's poisson: -98.932 valid_0's l2: 544.4
[7] valid_0's poisson: -98.5303 valid_0's l2: 538.514
[8] valid_0's poisson: -98.5576 valid_0's l2: 530.563
[9] valid_0's poisson: -98.6452 valid_0's l2: 522.798
[10] valid_0's poisson: -98.3963 valid_0's l2: 520.691
[11] valid_0's poisson: -98.2923 valid_0's l2: 521.844
[12] valid_0's poisson: -97.2174 valid_0's l2: 522.023
[13] valid_0's poisson: -96.9977 valid_0's l2: 507.293
[14] valid_0's poisson: -95.9996 valid_0's l2: 495.387
[15] valid_0's poisson: -96.1686 valid_0's l2: 490.85
[16] valid_0's poisson: -95.9278 valid_0's l2: 484.889
[17] valid_0's poisson: -95.8527 valid_0's l2: 481.697
[18] valid_0's poisson: -96.2246 valid_0's l2: 480.029
[19] valid_0's poisson: -95.6625 valid_0's l2: 470.671
[20] valid_0's poisson: -95.2906 valid_0's l2: 469.289
[21] valid_0's poisson: -95.3882 valid_0's l2: 465.599
[22] valid_0's poisson: -95.3423 valid_0's l2: 464.098
[23] valid_0's poisson: -95.4395 valid_0's l2: 459.029
[24] valid_0's poisson: -95.1651 valid_0's l2: 458.478
[25] valid_0's poisson: -95.0558 valid_0's l2: 454.999
[26] valid_0's poisson: -95.6911 valid_0's l2: 457.166
[27] valid_0's poisson: -95.7892 valid_0's l2: 455.991
[28] valid_0's poisson: -95.0768 valid_0's l2: 450.61
[29] valid_0's poisson: -95.0669 valid_0's l2: 448.986
[30] valid_0's poisson: -95.1948 valid_0's l2: 447.419
[31] valid_0's poisson: -95.1911 valid_0's l2: 442.749
[32] valid_0's poisson: -95.5585 valid_0's l2: 443.902
[33] valid_0's poisson: -95.4234 valid_0's l2: 442.415
[34] valid_0's poisson: -95.4026 valid_0's l2: 441.047
[35] valid_0's poisson: -95.6866 valid_0's l2: 439.305
[36] valid_0's poisson: -95.4727 valid_0's l2: 440.596
[37] valid_0's poisson: -95.6976 valid_0's l2: 437.797
[38] valid_0's poisson: -95.0369 valid_0's l2: 434.711
[39] valid_0's poisson: -95.5367 valid_0's l2: 429.5
[40] valid_0's poisson: -95.8867 valid_0's l2: 429.478
[41] valid_0's poisson: -95.8478 valid_0's l2: 426.04
[42] valid_0's poisson: -95.0521 valid_0's l2: 423.33
[43] valid_0's poisson: -94.5683 valid_0's l2: 422.292
[44] valid_0's poisson: -94.2045 valid_0's l2: 421.123
[45] valid_0's poisson: -94.2467 valid_0's l2: 416.873
[46] valid_0's poisson: -93.8404 valid_0's l2: 415.415
[47] valid_0's poisson: -94.2401 valid_0's l2: 415.308
[48] valid_0's poisson: -94.379 valid_0's l2: 415.385
[49] valid_0's poisson: -93.9219 valid_0's l2: 414.875
[50] valid_0's poisson: -94.1789 valid_0's l2: 415.365
[51] valid_0's poisson: -94.2484 valid_0's l2: 412.9
[52] valid_0's poisson: -93.3788 valid_0's l2: 412.689
[53] valid_0's poisson: -93.5931 valid_0's l2: 412.037
[54] valid_0's poisson: -92.7913 valid_0's l2: 412.663
[55] valid_0's poisson: -92.7088 valid_0's l2: 412.12
[56] valid_0's poisson: -92.4505 valid_0's l2: 412.115
[57] valid_0's poisson: -93.158 valid_0's l2: 409.077
[58] valid_0's poisson: -93.2228 valid_0's l2: 409.073
[59] valid_0's poisson: -95.1442 valid_0's l2: 406.263
[60] valid_0's poisson: -94.7952 valid_0's l2: 405.369
[61] valid_0's poisson: -95.4383 valid_0's l2: 403.836
[62] valid_0's poisson: -95.3742 valid_0's l2: 403.586
[63] valid_0's poisson: -95.0296 valid_0's l2: 402.357
[64] valid_0's poisson: -95.3942 valid_0's l2: 400.591
[65] valid_0's poisson: -95.2083 valid_0's l2: 400.652
[66] valid_0's poisson: -95.9533 valid_0's l2: 399.198
[67] valid_0's poisson: -95.7246 valid_0's l2: 397.706
[68] valid_0's poisson: -94.966 valid_0's l2: 397.236
[69] valid_0's poisson: -95.2829 valid_0's l2: 396.967
[70] valid_0's poisson: -95.1827 valid_0's l2: 395.081
[71] valid_0's poisson: -95.622 valid_0's l2: 396.831
[72] valid_0's poisson: -95.4268 valid_0's l2: 394.198
[73] valid_0's poisson: -95.606 valid_0's l2: 393.596
[74] valid_0's poisson: -95.6674 valid_0's l2: 394.62
[75] valid_0's poisson: -96.0231 valid_0's l2: 393.589
[76] valid_0's poisson: -95.7456 valid_0's l2: 392.204
[77] valid_0's poisson: -95.6126 valid_0's l2: 387.691
[78] valid_0's poisson: -95.5298 valid_0's l2: 387.416
[79] valid_0's poisson: -96.0478 valid_0's l2: 385.487
[80] valid_0's poisson: -95.9411 valid_0's l2: 384.551
[81] valid_0's poisson: -95.8265 valid_0's l2: 385.358
[82] valid_0's poisson: -95.5957 valid_0's l2: 385.955
[83] valid_0's poisson: -95.5181 valid_0's l2: 386.271
[84] valid_0's poisson: -95.6078 valid_0's l2: 386.346
[85] valid_0's poisson: -95.672 valid_0's l2: 385.031
[86] valid_0's poisson: -95.6946 valid_0's l2: 384.242
[87] valid_0's poisson: -95.65 valid_0's l2: 384.35
[88] valid_0's poisson: -95.91 valid_0's l2: 384.216
[89] valid_0's poisson: -95.8437 valid_0's l2: 383.838
[90] valid_0's poisson: -95.9961 valid_0's l2: 383.778
[91] valid_0's poisson: -95.3948 valid_0's l2: 384.886
[92] valid_0's poisson: -95.8317 valid_0's l2: 384.848
[93] valid_0's poisson: -96.26 valid_0's l2: 385.217
[94] valid_0's poisson: -96.1774 valid_0's l2: 383.924
[95] valid_0's poisson: -96.1724 valid_0's l2: 383.702
[96] valid_0's poisson: -96.145 valid_0's l2: 383.68
[97] valid_0's poisson: -95.9867 valid_0's l2: 382.94
[98] valid_0's poisson: -96.4101 valid_0's l2: 380.22
[99] valid_0's poisson: -95.8866 valid_0's l2: 377.796
[100] valid_0's poisson: -95.9657 valid_0's l2: 378.246
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -103.056 valid_0's l2: 1052.95
[2] valid_0's poisson: -105.111 valid_0's l2: 735.88
[3] valid_0's poisson: -101.113 valid_0's l2: 667.848
[4] valid_0's poisson: -97.5017 valid_0's l2: 612.944
[5] valid_0's poisson: -96.3842 valid_0's l2: 564.405
[6] valid_0's poisson: -93.3237 valid_0's l2: 547.075
[7] valid_0's poisson: -98.541 valid_0's l2: 513.626
[8] valid_0's poisson: -96.0523 valid_0's l2: 507.224
[9] valid_0's poisson: -97.9529 valid_0's l2: 501.759
[10] valid_0's poisson: -99.8101 valid_0's l2: 492.481
[11] valid_0's poisson: -98.6385 valid_0's l2: 486.313
[12] valid_0's poisson: -98.9127 valid_0's l2: 479.573
[13] valid_0's poisson: -98.0352 valid_0's l2: 473.993
[14] valid_0's poisson: -100.567 valid_0's l2: 452.357
[15] valid_0's poisson: -100.2 valid_0's l2: 439.883
[16] valid_0's poisson: -99.6145 valid_0's l2: 437.487
[17] valid_0's poisson: -99.4788 valid_0's l2: 438.115
[18] valid_0's poisson: -99.3844 valid_0's l2: 434.792
[19] valid_0's poisson: -99.8126 valid_0's l2: 433.943
[20] valid_0's poisson: -100.306 valid_0's l2: 426.729
[21] valid_0's poisson: -100.108 valid_0's l2: 420.584
[22] valid_0's poisson: -99.815 valid_0's l2: 424.309
[23] valid_0's poisson: -100.671 valid_0's l2: 408.473
[24] valid_0's poisson: -99.9837 valid_0's l2: 406.787
[25] valid_0's poisson: -99.7483 valid_0's l2: 402.589
[26] valid_0's poisson: -99.7109 valid_0's l2: 397.736
[27] valid_0's poisson: -100.214 valid_0's l2: 398.47
[28] valid_0's poisson: -100.387 valid_0's l2: 390.152
[29] valid_0's poisson: -100.588 valid_0's l2: 390.37
[30] valid_0's poisson: -100.692 valid_0's l2: 391.051
[31] valid_0's poisson: -100.543 valid_0's l2: 389.7
[32] valid_0's poisson: -100.193 valid_0's l2: 388.598
[33] valid_0's poisson: -100.131 valid_0's l2: 385.922
[34] valid_0's poisson: -99.8338 valid_0's l2: 388.562
[35] valid_0's poisson: -99.8396 valid_0's l2: 388.274
[36] valid_0's poisson: -99.9966 valid_0's l2: 388.309
[37] valid_0's poisson: -99.5761 valid_0's l2: 387.877
[38] valid_0's poisson: -99.3272 valid_0's l2: 385.688
[39] valid_0's poisson: -99.1626 valid_0's l2: 383.214
[40] valid_0's poisson: -100.269 valid_0's l2: 379.272
[41] valid_0's poisson: -100.198 valid_0's l2: 379.383
[42] valid_0's poisson: -100.097 valid_0's l2: 378.949
[43] valid_0's poisson: -100.084 valid_0's l2: 380.191
[44] valid_0's poisson: -100.184 valid_0's l2: 379.941
[45] valid_0's poisson: -100.069 valid_0's l2: 380.267
[46] valid_0's poisson: -100.078 valid_0's l2: 379.959
[47] valid_0's poisson: -99.8256 valid_0's l2: 378.83
[48] valid_0's poisson: -100.512 valid_0's l2: 377.523
[49] valid_0's poisson: -100.344 valid_0's l2: 378.477
[50] valid_0's poisson: -100.305 valid_0's l2: 378.062
[51] valid_0's poisson: -100.132 valid_0's l2: 375.646
[52] valid_0's poisson: -100.13 valid_0's l2: 374.568
[53] valid_0's poisson: -100.155 valid_0's l2: 375.378
[54] valid_0's poisson: -99.9827 valid_0's l2: 373.731
[55] valid_0's poisson: -99.8459 valid_0's l2: 373.645
[56] valid_0's poisson: -99.6424 valid_0's l2: 373.585
[57] valid_0's poisson: -99.8167 valid_0's l2: 371.876
[58] valid_0's poisson: -99.6494 valid_0's l2: 369.342
[59] valid_0's poisson: -99.7884 valid_0's l2: 369.006
[60] valid_0's poisson: -100.353 valid_0's l2: 367.353
[61] valid_0's poisson: -100.006 valid_0's l2: 366.856
[62] valid_0's poisson: -99.7257 valid_0's l2: 366.976
[63] valid_0's poisson: -100.42 valid_0's l2: 366.027
[64] valid_0's poisson: -100.613 valid_0's l2: 366.03
[65] valid_0's poisson: -100.551 valid_0's l2: 366.251
[66] valid_0's poisson: -99.9373 valid_0's l2: 367.675
[67] valid_0's poisson: -100.305 valid_0's l2: 366.669
[68] valid_0's poisson: -99.7943 valid_0's l2: 366.258
[69] valid_0's poisson: -100.164 valid_0's l2: 364.917
[70] valid_0's poisson: -99.9543 valid_0's l2: 365.605
[71] valid_0's poisson: -99.8741 valid_0's l2: 363.462
[72] valid_0's poisson: -99.773 valid_0's l2: 363.241
[73] valid_0's poisson: -99.645 valid_0's l2: 363.176
[74] valid_0's poisson: -99.4563 valid_0's l2: 361.974
[75] valid_0's poisson: -99.6232 valid_0's l2: 360.955
[76] valid_0's poisson: -99.9268 valid_0's l2: 361.108
[77] valid_0's poisson: -99.5435 valid_0's l2: 361.187
[78] valid_0's poisson: -99.7231 valid_0's l2: 364.503
[79] valid_0's poisson: -99.3279 valid_0's l2: 362.779
[80] valid_0's poisson: -100.083 valid_0's l2: 362.328
[81] valid_0's poisson: -99.3888 valid_0's l2: 360.42
[82] valid_0's poisson: -98.8633 valid_0's l2: 360.015
[83] valid_0's poisson: -99.6462 valid_0's l2: 360.19
[84] valid_0's poisson: -99.214 valid_0's l2: 360.55
[85] valid_0's poisson: -99.4654 valid_0's l2: 359.916
[86] valid_0's poisson: -99.284 valid_0's l2: 360.126
[87] valid_0's poisson: -99.6628 valid_0's l2: 359.591
[88] valid_0's poisson: -99.7346 valid_0's l2: 359.877
[89] valid_0's poisson: -99.4588 valid_0's l2: 359.403
[90] valid_0's poisson: -99.4282 valid_0's l2: 354.118
[91] valid_0's poisson: -99.3374 valid_0's l2: 354.838
[92] valid_0's poisson: -99.4202 valid_0's l2: 354.265
[93] valid_0's poisson: -99.1466 valid_0's l2: 355.276
[94] valid_0's poisson: -99.1968 valid_0's l2: 354.586
[95] valid_0's poisson: -99.7898 valid_0's l2: 353.573
[96] valid_0's poisson: -99.6 valid_0's l2: 354.339
[97] valid_0's poisson: -99.6254 valid_0's l2: 354.634
[98] valid_0's poisson: -99.7897 valid_0's l2: 351.385
[99] valid_0's poisson: -99.9118 valid_0's l2: 351.149
[100] valid_0's poisson: -99.6355 valid_0's l2: 351.729
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -103.043 valid_0's l2: 1053.55
[2] valid_0's poisson: -103.976 valid_0's l2: 758.763
[3] valid_0's poisson: -93.1658 valid_0's l2: 693.121
[4] valid_0's poisson: -93.8369 valid_0's l2: 661.428
[5] valid_0's poisson: -95.575 valid_0's l2: 619.946
[6] valid_0's poisson: -95.1177 valid_0's l2: 622.148
[7] valid_0's poisson: -96.1391 valid_0's l2: 605.645
[8] valid_0's poisson: -94.1386 valid_0's l2: 594.113
[9] valid_0's poisson: -92.3699 valid_0's l2: 583.889
[10] valid_0's poisson: -93.3859 valid_0's l2: 570.749
[11] valid_0's poisson: -92.2532 valid_0's l2: 548.492
[12] valid_0's poisson: -90.5623 valid_0's l2: 542.885
[13] valid_0's poisson: -93.174 valid_0's l2: 532.136
[14] valid_0's poisson: -91.98 valid_0's l2: 524.06
[15] valid_0's poisson: -91.7436 valid_0's l2: 516.297
[16] valid_0's poisson: -91.9742 valid_0's l2: 515.603
[17] valid_0's poisson: -91.8743 valid_0's l2: 510.979
[18] valid_0's poisson: -90.6878 valid_0's l2: 500.512
[19] valid_0's poisson: -93.5398 valid_0's l2: 492.562
[20] valid_0's poisson: -94.3763 valid_0's l2: 488.84
[21] valid_0's poisson: -94.34 valid_0's l2: 480.081
[22] valid_0's poisson: -94.9775 valid_0's l2: 472.833
[23] valid_0's poisson: -95.7788 valid_0's l2: 468.198
[24] valid_0's poisson: -96.3882 valid_0's l2: 461.791
[25] valid_0's poisson: -96.9473 valid_0's l2: 459.11
[26] valid_0's poisson: -96.5522 valid_0's l2: 459.068
[27] valid_0's poisson: -97.6169 valid_0's l2: 452.144
[28] valid_0's poisson: -97.9437 valid_0's l2: 454.108
[29] valid_0's poisson: -97.6537 valid_0's l2: 450.196
[30] valid_0's poisson: -97.1356 valid_0's l2: 446.909
[31] valid_0's poisson: -97.8565 valid_0's l2: 445.535
[32] valid_0's poisson: -98.3336 valid_0's l2: 443.496
[33] valid_0's poisson: -98.4762 valid_0's l2: 442.3
[34] valid_0's poisson: -98.0638 valid_0's l2: 442.004
[35] valid_0's poisson: -97.8103 valid_0's l2: 440.75
[36] valid_0's poisson: -97.9343 valid_0's l2: 437.756
[37] valid_0's poisson: -97.9098 valid_0's l2: 435.424
[38] valid_0's poisson: -97.8756 valid_0's l2: 435.289
[39] valid_0's poisson: -97.3477 valid_0's l2: 428.941
[40] valid_0's poisson: -96.6379 valid_0's l2: 423.266
[41] valid_0's poisson: -96.4544 valid_0's l2: 417.434
[42] valid_0's poisson: -95.8673 valid_0's l2: 416.729
[43] valid_0's poisson: -95.6826 valid_0's l2: 415.401
[44] valid_0's poisson: -95.8931 valid_0's l2: 417.345
[45] valid_0's poisson: -95.8904 valid_0's l2: 418.164
[46] valid_0's poisson: -95.6513 valid_0's l2: 414.721
[47] valid_0's poisson: -95.7665 valid_0's l2: 415.043
[48] valid_0's poisson: -95.5993 valid_0's l2: 415.203
[49] valid_0's poisson: -95.5898 valid_0's l2: 416.073
[50] valid_0's poisson: -96.2199 valid_0's l2: 416.522
[51] valid_0's poisson: -96.0488 valid_0's l2: 417.035
[52] valid_0's poisson: -96.0936 valid_0's l2: 417.884
[53] valid_0's poisson: -95.9449 valid_0's l2: 417.584
[54] valid_0's poisson: -95.9471 valid_0's l2: 416.831
[55] valid_0's poisson: -95.9116 valid_0's l2: 418.122
[56] valid_0's poisson: -95.8837 valid_0's l2: 413.959
[57] valid_0's poisson: -95.5792 valid_0's l2: 412.146
[58] valid_0's poisson: -95.6656 valid_0's l2: 411.002
[59] valid_0's poisson: -95.7388 valid_0's l2: 407.902
[60] valid_0's poisson: -95.7764 valid_0's l2: 407.277
[61] valid_0's poisson: -95.8366 valid_0's l2: 407.5
[62] valid_0's poisson: -95.5095 valid_0's l2: 407.412
[63] valid_0's poisson: -95.3316 valid_0's l2: 406.585
[64] valid_0's poisson: -95.6369 valid_0's l2: 401.903
[65] valid_0's poisson: -95.3617 valid_0's l2: 401.79
[66] valid_0's poisson: -95.2315 valid_0's l2: 401.737
[67] valid_0's poisson: -95.597 valid_0's l2: 400.675
[68] valid_0's poisson: -95.761 valid_0's l2: 400.35
[69] valid_0's poisson: -95.4223 valid_0's l2: 397.56
[70] valid_0's poisson: -95.0056 valid_0's l2: 397.393
[71] valid_0's poisson: -95.1255 valid_0's l2: 396.524
[72] valid_0's poisson: -95.5449 valid_0's l2: 395.949
[73] valid_0's poisson: -95.9806 valid_0's l2: 394.658
[74] valid_0's poisson: -95.3559 valid_0's l2: 394.018
[75] valid_0's poisson: -95.5372 valid_0's l2: 393.367
[76] valid_0's poisson: -95.2669 valid_0's l2: 393.592
[77] valid_0's poisson: -95.226 valid_0's l2: 393.63
[78] valid_0's poisson: -95.2392 valid_0's l2: 393.223
[79] valid_0's poisson: -95.6725 valid_0's l2: 393.606
[80] valid_0's poisson: -95.7204 valid_0's l2: 394.775
[81] valid_0's poisson: -95.6894 valid_0's l2: 395.196
[82] valid_0's poisson: -95.6453 valid_0's l2: 394.435
[83] valid_0's poisson: -95.3669 valid_0's l2: 392.713
[84] valid_0's poisson: -95.2917 valid_0's l2: 390.492
[85] valid_0's poisson: -95.1931 valid_0's l2: 389.773
[86] valid_0's poisson: -94.7819 valid_0's l2: 388.602
[87] valid_0's poisson: -95.2716 valid_0's l2: 388.386
[88] valid_0's poisson: -95.0497 valid_0's l2: 384.513
[89] valid_0's poisson: -94.9233 valid_0's l2: 385.238
[90] valid_0's poisson: -94.8697 valid_0's l2: 383.075
[91] valid_0's poisson: -94.9516 valid_0's l2: 383.175
[92] valid_0's poisson: -94.96 valid_0's l2: 383.284
[93] valid_0's poisson: -95.0513 valid_0's l2: 383.296
[94] valid_0's poisson: -94.968 valid_0's l2: 383.767
[95] valid_0's poisson: -95.0259 valid_0's l2: 383.511
[96] valid_0's poisson: -95.1484 valid_0's l2: 383.799
[97] valid_0's poisson: -94.7203 valid_0's l2: 382.967
[98] valid_0's poisson: -94.9006 valid_0's l2: 381.938
[99] valid_0's poisson: -94.7191 valid_0's l2: 381.69
[100] valid_0's poisson: -94.7427 valid_0's l2: 381.616
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3451 valid_0's l2: 2287.95
[2] valid_0's poisson: -87.514 valid_0's l2: 2275.66
[3] valid_0's poisson: -87.6804 valid_0's l2: 2263.47
[4] valid_0's poisson: -87.8444 valid_0's l2: 2251.37
[5] valid_0's poisson: -88.006 valid_0's l2: 2239.36
[6] valid_0's poisson: -88.1653 valid_0's l2: 2227.45
[7] valid_0's poisson: -88.3223 valid_0's l2: 2215.63
[8] valid_0's poisson: -88.4771 valid_0's l2: 2203.9
[9] valid_0's poisson: -88.6297 valid_0's l2: 2192.26
[10] valid_0's poisson: -88.7802 valid_0's l2: 2180.71
[11] valid_0's poisson: -88.9305 valid_0's l2: 2169.1
[12] valid_0's poisson: -89.079 valid_0's l2: 2157.57
[13] valid_0's poisson: -89.2235 valid_0's l2: 2146.28
[14] valid_0's poisson: -89.368 valid_0's l2: 2134.92
[15] valid_0's poisson: -89.5105 valid_0's l2: 2123.66
[16] valid_0's poisson: -89.6496 valid_0's l2: 2112.64
[17] valid_0's poisson: -89.7887 valid_0's l2: 2101.54
[18] valid_0's poisson: -89.9258 valid_0's l2: 2090.53
[19] valid_0's poisson: -90.0598 valid_0's l2: 2079.76
[20] valid_0's poisson: -90.1937 valid_0's l2: 2068.91
[21] valid_0's poisson: -90.3259 valid_0's l2: 2058.14
[22] valid_0's poisson: -90.455 valid_0's l2: 2047.61
[23] valid_0's poisson: -90.5838 valid_0's l2: 2037.02
[24] valid_0's poisson: -90.7113 valid_0's l2: 2026.48
[25] valid_0's poisson: -90.8361 valid_0's l2: 2016.18
[26] valid_0's poisson: -90.9603 valid_0's l2: 2005.83
[27] valid_0's poisson: -91.0834 valid_0's l2: 1995.53
[28] valid_0's poisson: -91.204 valid_0's l2: 1985.46
[29] valid_0's poisson: -91.3242 valid_0's l2: 1975.32
[30] valid_0's poisson: -91.4429 valid_0's l2: 1965.27
[31] valid_0's poisson: -91.5596 valid_0's l2: 1955.41
[32] valid_0's poisson: -91.6777 valid_0's l2: 1945.35
[33] valid_0's poisson: -91.7945 valid_0's l2: 1935.37
[34] valid_0's poisson: -91.9101 valid_0's l2: 1925.46
[35] valid_0's poisson: -92.0242 valid_0's l2: 1915.63
[36] valid_0's poisson: -92.1372 valid_0's l2: 1905.86
[37] valid_0's poisson: -92.2486 valid_0's l2: 1896.2
[38] valid_0's poisson: -92.3591 valid_0's l2: 1886.59
[39] valid_0's poisson: -92.4681 valid_0's l2: 1877.07
[40] valid_0's poisson: -92.5763 valid_0's l2: 1867.59
[41] valid_0's poisson: -92.6819 valid_0's l2: 1858.31
[42] valid_0's poisson: -92.7876 valid_0's l2: 1849
[43] valid_0's poisson: -92.8922 valid_0's l2: 1839.75
[44] valid_0's poisson: -92.9969 valid_0's l2: 1830.46
[45] valid_0's poisson: -93.1006 valid_0's l2: 1821.24
[46] valid_0's poisson: -93.202 valid_0's l2: 1812.2
[47] valid_0's poisson: -93.3035 valid_0's l2: 1803.12
[48] valid_0's poisson: -93.4038 valid_0's l2: 1794.22
[49] valid_0's poisson: -93.5033 valid_0's l2: 1785.27
[50] valid_0's poisson: -93.6016 valid_0's l2: 1776.51
[51] valid_0's poisson: -93.6989 valid_0's l2: 1767.81
[52] valid_0's poisson: -93.7957 valid_0's l2: 1759.05
[53] valid_0's poisson: -93.8911 valid_0's l2: 1750.48
[54] valid_0's poisson: -93.9839 valid_0's l2: 1742.03
[55] valid_0's poisson: -94.0776 valid_0's l2: 1733.58
[56] valid_0's poisson: -94.1699 valid_0's l2: 1725.14
[57] valid_0's poisson: -94.2605 valid_0's l2: 1716.92
[58] valid_0's poisson: -94.35 valid_0's l2: 1708.75
[59] valid_0's poisson: -94.4406 valid_0's l2: 1700.42
[60] valid_0's poisson: -94.5286 valid_0's l2: 1692.37
[61] valid_0's poisson: -94.6157 valid_0's l2: 1684.39
[62] valid_0's poisson: -94.7019 valid_0's l2: 1676.46
[63] valid_0's poisson: -94.7892 valid_0's l2: 1668.36
[64] valid_0's poisson: -94.8739 valid_0's l2: 1660.55
[65] valid_0's poisson: -94.9578 valid_0's l2: 1652.79
[66] valid_0's poisson: -95.0409 valid_0's l2: 1645.09
[67] valid_0's poisson: -95.125 valid_0's l2: 1637.23
[68] valid_0's poisson: -95.2067 valid_0's l2: 1629.65
[69] valid_0's poisson: -95.2875 valid_0's l2: 1622.12
[70] valid_0's poisson: -95.3696 valid_0's l2: 1614.41
[71] valid_0's poisson: -95.449 valid_0's l2: 1606.99
[72] valid_0's poisson: -95.5277 valid_0's l2: 1599.62
[73] valid_0's poisson: -95.6056 valid_0's l2: 1592.31
[74] valid_0's poisson: -95.6849 valid_0's l2: 1584.82
[75] valid_0's poisson: -95.7615 valid_0's l2: 1577.62
[76] valid_0's poisson: -95.8374 valid_0's l2: 1570.47
[77] valid_0's poisson: -95.9125 valid_0's l2: 1563.37
[78] valid_0's poisson: -95.9894 valid_0's l2: 1556.08
[79] valid_0's poisson: -96.0634 valid_0's l2: 1549.08
[80] valid_0's poisson: -96.1366 valid_0's l2: 1542.14
[81] valid_0's poisson: -96.2097 valid_0's l2: 1535.21
[82] valid_0's poisson: -96.2841 valid_0's l2: 1528.11
[83] valid_0's poisson: -96.3555 valid_0's l2: 1521.32
[84] valid_0's poisson: -96.4265 valid_0's l2: 1514.57
[85] valid_0's poisson: -96.497 valid_0's l2: 1507.84
[86] valid_0's poisson: -96.5667 valid_0's l2: 1501.19
[87] valid_0's poisson: -96.6385 valid_0's l2: 1494.32
[88] valid_0's poisson: -96.707 valid_0's l2: 1487.77
[89] valid_0's poisson: -96.776 valid_0's l2: 1481.12
[90] valid_0's poisson: -96.8439 valid_0's l2: 1474.6
[91] valid_0's poisson: -96.9135 valid_0's l2: 1467.92
[92] valid_0's poisson: -96.9805 valid_0's l2: 1461.48
[93] valid_0's poisson: -97.0468 valid_0's l2: 1455.1
[94] valid_0's poisson: -97.113 valid_0's l2: 1448.7
[95] valid_0's poisson: -97.1805 valid_0's l2: 1442.19
[96] valid_0's poisson: -97.2452 valid_0's l2: 1435.97
[97] valid_0's poisson: -97.31 valid_0's l2: 1429.72
[98] valid_0's poisson: -97.3741 valid_0's l2: 1423.51
[99] valid_0's poisson: -97.4378 valid_0's l2: 1417.35
[100] valid_0's poisson: -97.5028 valid_0's l2: 1411.06
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3455 valid_0's l2: 2287.91
[2] valid_0's poisson: -87.5144 valid_0's l2: 2275.63
[3] valid_0's poisson: -87.6808 valid_0's l2: 2263.44
[4] valid_0's poisson: -87.8447 valid_0's l2: 2251.34
[5] valid_0's poisson: -88.0061 valid_0's l2: 2239.33
[6] valid_0's poisson: -88.1653 valid_0's l2: 2227.42
[7] valid_0's poisson: -88.3221 valid_0's l2: 2215.59
[8] valid_0's poisson: -88.476 valid_0's l2: 2203.91
[9] valid_0's poisson: -88.6285 valid_0's l2: 2192.27
[10] valid_0's poisson: -88.7781 valid_0's l2: 2180.76
[11] valid_0's poisson: -88.9275 valid_0's l2: 2169.21
[12] valid_0's poisson: -89.0749 valid_0's l2: 2157.74
[13] valid_0's poisson: -89.2186 valid_0's l2: 2146.49
[14] valid_0's poisson: -89.362 valid_0's l2: 2135.2
[15] valid_0's poisson: -89.5036 valid_0's l2: 2123.99
[16] valid_0's poisson: -89.6433 valid_0's l2: 2112.86
[17] valid_0's poisson: -89.7873 valid_0's l2: 2101.4
[18] valid_0's poisson: -89.922 valid_0's l2: 2090.56
[19] valid_0's poisson: -90.0565 valid_0's l2: 2079.68
[20] valid_0's poisson: -90.1893 valid_0's l2: 2068.88
[21] valid_0's poisson: -90.3265 valid_0's l2: 2057.73
[22] valid_0's poisson: -90.4583 valid_0's l2: 2046.92
[23] valid_0's poisson: -90.5872 valid_0's l2: 2036.29
[24] valid_0's poisson: -90.7133 valid_0's l2: 2025.83
[25] valid_0's poisson: -90.8443 valid_0's l2: 2014.99
[26] valid_0's poisson: -90.9698 valid_0's l2: 2004.49
[27] valid_0's poisson: -91.0908 valid_0's l2: 1994.34
[28] valid_0's poisson: -91.2174 valid_0's l2: 1983.73
[29] valid_0's poisson: -91.3387 valid_0's l2: 1973.45
[30] valid_0's poisson: -91.4564 valid_0's l2: 1963.43
[31] valid_0's poisson: -91.574 valid_0's l2: 1953.4
[32] valid_0's poisson: -91.6951 valid_0's l2: 1943.09
[33] valid_0's poisson: -91.8093 valid_0's l2: 1933.26
[34] valid_0's poisson: -91.9239 valid_0's l2: 1923.36
[35] valid_0's poisson: -92.0345 valid_0's l2: 1913.79
[36] valid_0's poisson: -92.1505 valid_0's l2: 1903.76
[37] valid_0's poisson: -92.2596 valid_0's l2: 1894.24
[38] valid_0's poisson: -92.3684 valid_0's l2: 1884.72
[39] valid_0's poisson: -92.4753 valid_0's l2: 1875.32
[40] valid_0's poisson: -92.5867 valid_0's l2: 1865.57
[41] valid_0's poisson: -92.6928 valid_0's l2: 1856.17
[42] valid_0's poisson: -92.7957 valid_0's l2: 1847.07
[43] valid_0's poisson: -92.8997 valid_0's l2: 1837.79
[44] valid_0's poisson: -93.0068 valid_0's l2: 1828.3
[45] valid_0's poisson: -93.1072 valid_0's l2: 1819.32
[46] valid_0's poisson: -93.2071 valid_0's l2: 1810.36
[47] valid_0's poisson: -93.311 valid_0's l2: 1801.07
[48] valid_0's poisson: -93.4084 valid_0's l2: 1792.28
[49] valid_0's poisson: -93.5049 valid_0's l2: 1783.55
[50] valid_0's poisson: -93.601 valid_0's l2: 1774.84
[51] valid_0's poisson: -93.7011 valid_0's l2: 1765.81
[52] valid_0's poisson: -93.7947 valid_0's l2: 1757.27
[53] valid_0's poisson: -93.8886 valid_0's l2: 1748.66
[54] valid_0's poisson: -93.9811 valid_0's l2: 1740.2
[55] valid_0's poisson: -94.0774 valid_0's l2: 1731.42
[56] valid_0's poisson: -94.1676 valid_0's l2: 1723.12
[57] valid_0's poisson: -94.2572 valid_0's l2: 1714.85
[58] valid_0's poisson: -94.3467 valid_0's l2: 1706.55
[59] valid_0's poisson: -94.4395 valid_0's l2: 1698.02
[60] valid_0's poisson: -94.5264 valid_0's l2: 1689.95
[61] valid_0's poisson: -94.6129 valid_0's l2: 1681.91
[62] valid_0's poisson: -94.7032 valid_0's l2: 1673.55
[63] valid_0's poisson: -94.7887 valid_0's l2: 1665.54
[64] valid_0's poisson: -94.8722 valid_0's l2: 1657.73
[65] valid_0's poisson: -94.9557 valid_0's l2: 1649.91
[66] valid_0's poisson: -95.0429 valid_0's l2: 1641.78
[67] valid_0's poisson: -95.1253 valid_0's l2: 1634.01
[68] valid_0's poisson: -95.206 valid_0's l2: 1626.41
[69] valid_0's poisson: -95.291 valid_0's l2: 1618.45
[70] valid_0's poisson: -95.3697 valid_0's l2: 1611.05
[71] valid_0's poisson: -95.4484 valid_0's l2: 1603.59
[72] valid_0's poisson: -95.5272 valid_0's l2: 1596.1
[73] valid_0's poisson: -95.6093 valid_0's l2: 1588.36
[74] valid_0's poisson: -95.6856 valid_0's l2: 1581.14
[75] valid_0's poisson: -95.7624 valid_0's l2: 1573.8
[76] valid_0's poisson: -95.8381 valid_0's l2: 1566.55
[77] valid_0's poisson: -95.9174 valid_0's l2: 1559.03
[78] valid_0's poisson: -95.9912 valid_0's l2: 1552.03
[79] valid_0's poisson: -96.0649 valid_0's l2: 1544.94
[80] valid_0's poisson: -96.1423 valid_0's l2: 1537.57
[81] valid_0's poisson: -96.2144 valid_0's l2: 1530.66
[82] valid_0's poisson: -96.2854 valid_0's l2: 1523.88
[83] valid_0's poisson: -96.3567 valid_0's l2: 1516.99
[84] valid_0's poisson: -96.4317 valid_0's l2: 1509.83
[85] valid_0's poisson: -96.5014 valid_0's l2: 1503.11
[86] valid_0's poisson: -96.5711 valid_0's l2: 1496.39
[87] valid_0's poisson: -96.6442 valid_0's l2: 1489.38
[88] valid_0's poisson: -96.7118 valid_0's l2: 1482.85
[89] valid_0's poisson: -96.7798 valid_0's l2: 1476.25
[90] valid_0's poisson: -96.8513 valid_0's l2: 1469.38
[91] valid_0's poisson: -96.9176 valid_0's l2: 1463
[92] valid_0's poisson: -96.9828 valid_0's l2: 1456.67
[93] valid_0's poisson: -97.0527 valid_0's l2: 1449.94
[94] valid_0's poisson: -97.1175 valid_0's l2: 1443.68
[95] valid_0's poisson: -97.1823 valid_0's l2: 1437.37
[96] valid_0's poisson: -97.2464 valid_0's l2: 1431.1
[97] valid_0's poisson: -97.3141 valid_0's l2: 1424.55
[98] valid_0's poisson: -97.3766 valid_0's l2: 1418.49
[99] valid_0's poisson: -97.44 valid_0's l2: 1412.31
[100] valid_0's poisson: -97.5061 valid_0's l2: 1405.9
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3446 valid_0's l2: 2287.94
[2] valid_0's poisson: -87.5169 valid_0's l2: 2275.38
[3] valid_0's poisson: -87.6866 valid_0's l2: 2262.9
[4] valid_0's poisson: -87.8536 valid_0's l2: 2250.53
[5] valid_0's poisson: -88.0186 valid_0's l2: 2238.22
[6] valid_0's poisson: -88.1813 valid_0's l2: 2226
[7] valid_0's poisson: -88.3417 valid_0's l2: 2213.87
[8] valid_0's poisson: -88.5 valid_0's l2: 2201.82
[9] valid_0's poisson: -88.6577 valid_0's l2: 2189.73
[10] valid_0's poisson: -88.8113 valid_0's l2: 2177.88
[11] valid_0's poisson: -88.9626 valid_0's l2: 2166.13
[12] valid_0's poisson: -89.114 valid_0's l2: 2154.31
[13] valid_0's poisson: -89.2614 valid_0's l2: 2142.72
[14] valid_0's poisson: -89.4089 valid_0's l2: 2131.06
[15] valid_0's poisson: -89.5542 valid_0's l2: 2119.5
[16] valid_0's poisson: -89.696 valid_0's l2: 2108.16
[17] valid_0's poisson: -89.8377 valid_0's l2: 2096.76
[18] valid_0's poisson: -89.976 valid_0's l2: 2085.59
[19] valid_0's poisson: -90.1122 valid_0's l2: 2074.53
[20] valid_0's poisson: -90.2468 valid_0's l2: 2063.61
[21] valid_0's poisson: -90.3816 valid_0's l2: 2052.54
[22] valid_0's poisson: -90.5131 valid_0's l2: 2041.77
[23] valid_0's poisson: -90.6446 valid_0's l2: 2030.87
[24] valid_0's poisson: -90.7728 valid_0's l2: 2020.27
[25] valid_0's poisson: -90.8996 valid_0's l2: 2009.74
[26] valid_0's poisson: -91.0254 valid_0's l2: 1999.18
[27] valid_0's poisson: -91.1492 valid_0's l2: 1988.8
[28] valid_0's poisson: -91.2717 valid_0's l2: 1978.44
[29] valid_0's poisson: -91.3927 valid_0's l2: 1968.21
[30] valid_0's poisson: -91.5142 valid_0's l2: 1957.84
[31] valid_0's poisson: -91.6323 valid_0's l2: 1947.78
[32] valid_0's poisson: -91.751 valid_0's l2: 1937.56
[33] valid_0's poisson: -91.8666 valid_0's l2: 1927.64
[34] valid_0's poisson: -91.9818 valid_0's l2: 1917.67
[35] valid_0's poisson: -92.0949 valid_0's l2: 1907.88
[36] valid_0's poisson: -92.2086 valid_0's l2: 1897.96
[37] valid_0's poisson: -92.3197 valid_0's l2: 1888.25
[38] valid_0's poisson: -92.4292 valid_0's l2: 1878.68
[39] valid_0's poisson: -92.5375 valid_0's l2: 1869.18
[40] valid_0's poisson: -92.6456 valid_0's l2: 1859.63
[41] valid_0's poisson: -92.7517 valid_0's l2: 1850.27
[42] valid_0's poisson: -92.8586 valid_0's l2: 1840.77
[43] valid_0's poisson: -92.9624 valid_0's l2: 1831.55
[44] valid_0's poisson: -93.0669 valid_0's l2: 1822.19
[45] valid_0's poisson: -93.1695 valid_0's l2: 1812.99
[46] valid_0's poisson: -93.2703 valid_0's l2: 1803.97
[47] valid_0's poisson: -93.3699 valid_0's l2: 1795.03
[48] valid_0's poisson: -93.4703 valid_0's l2: 1785.97
[49] valid_0's poisson: -93.568 valid_0's l2: 1777.15
[50] valid_0's poisson: -93.6667 valid_0's l2: 1768.17
[51] valid_0's poisson: -93.7625 valid_0's l2: 1759.48
[52] valid_0's poisson: -93.8573 valid_0's l2: 1750.86
[53] valid_0's poisson: -93.9522 valid_0's l2: 1742.18
[54] valid_0's poisson: -94.0453 valid_0's l2: 1733.67
[55] valid_0's poisson: -94.1395 valid_0's l2: 1725.04
[56] valid_0's poisson: -94.2307 valid_0's l2: 1716.66
[57] valid_0's poisson: -94.3231 valid_0's l2: 1708.12
[58] valid_0's poisson: -94.4127 valid_0's l2: 1699.87
[59] valid_0's poisson: -94.5033 valid_0's l2: 1691.45
[60] valid_0's poisson: -94.5922 valid_0's l2: 1683.19
[61] valid_0's poisson: -94.6793 valid_0's l2: 1675.12
[62] valid_0's poisson: -94.7655 valid_0's l2: 1667.1
[63] valid_0's poisson: -94.8532 valid_0's l2: 1658.94
[64] valid_0's poisson: -94.9379 valid_0's l2: 1651.04
[65] valid_0's poisson: -95.0236 valid_0's l2: 1642.99
[66] valid_0's poisson: -95.1068 valid_0's l2: 1635.2
[67] valid_0's poisson: -95.1911 valid_0's l2: 1627.29
[68] valid_0's poisson: -95.2729 valid_0's l2: 1619.62
[69] valid_0's poisson: -95.3561 valid_0's l2: 1611.79
[70] valid_0's poisson: -95.4365 valid_0's l2: 1604.22
[71] valid_0's poisson: -95.518 valid_0's l2: 1596.49
[72] valid_0's poisson: -95.5968 valid_0's l2: 1589.05
[73] valid_0's poisson: -95.6769 valid_0's l2: 1581.44
[74] valid_0's poisson: -95.7562 valid_0's l2: 1573.92
[75] valid_0's poisson: -95.8331 valid_0's l2: 1566.62
[76] valid_0's poisson: -95.9095 valid_0's l2: 1559.36
[77] valid_0's poisson: -95.9872 valid_0's l2: 1551.97
[78] valid_0's poisson: -96.0622 valid_0's l2: 1544.83
[79] valid_0's poisson: -96.1384 valid_0's l2: 1537.53
[80] valid_0's poisson: -96.2122 valid_0's l2: 1530.49
[81] valid_0's poisson: -96.2872 valid_0's l2: 1523.32
[82] valid_0's poisson: -96.3606 valid_0's l2: 1516.26
[83] valid_0's poisson: -96.435 valid_0's l2: 1509.14
[84] valid_0's poisson: -96.5065 valid_0's l2: 1502.29
[85] valid_0's poisson: -96.577 valid_0's l2: 1495.5
[86] valid_0's poisson: -96.649 valid_0's l2: 1488.55
[87] valid_0's poisson: -96.7188 valid_0's l2: 1481.84
[88] valid_0's poisson: -96.7875 valid_0's l2: 1475.19
[89] valid_0's poisson: -96.8563 valid_0's l2: 1468.56
[90] valid_0's poisson: -96.9239 valid_0's l2: 1462
[91] valid_0's poisson: -96.9933 valid_0's l2: 1455.28
[92] valid_0's poisson: -97.0598 valid_0's l2: 1448.82
[93] valid_0's poisson: -97.126 valid_0's l2: 1442.39
[94] valid_0's poisson: -97.1915 valid_0's l2: 1436.03
[95] valid_0's poisson: -97.2564 valid_0's l2: 1429.72
[96] valid_0's poisson: -97.3233 valid_0's l2: 1423.2
[97] valid_0's poisson: -97.3872 valid_0's l2: 1417
[98] valid_0's poisson: -97.4505 valid_0's l2: 1410.82
[99] valid_0's poisson: -97.5134 valid_0's l2: 1404.71
[100] valid_0's poisson: -97.5758 valid_0's l2: 1398.62
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3524 valid_0's l2: 2287.43
[2] valid_0's poisson: -87.5261 valid_0's l2: 2274.81
[3] valid_0's poisson: -87.697 valid_0's l2: 2262.29
[4] valid_0's poisson: -87.8674 valid_0's l2: 2249.72
[5] valid_0's poisson: -88.0351 valid_0's l2: 2237.25
[6] valid_0's poisson: -88.1986 valid_0's l2: 2225.01
[7] valid_0's poisson: -88.3582 valid_0's l2: 2213
[8] valid_0's poisson: -88.5156 valid_0's l2: 2201.09
[9] valid_0's poisson: -88.6742 valid_0's l2: 2188.98
[10] valid_0's poisson: -88.8272 valid_0's l2: 2177.23
[11] valid_0's poisson: -88.981 valid_0's l2: 2165.34
[12] valid_0's poisson: -89.1298 valid_0's l2: 2153.78
[13] valid_0's poisson: -89.2799 valid_0's l2: 2142.03
[14] valid_0's poisson: -89.4248 valid_0's l2: 2130.64
[15] valid_0's poisson: -89.5697 valid_0's l2: 2119.17
[16] valid_0's poisson: -89.7109 valid_0's l2: 2107.94
[17] valid_0's poisson: -89.8537 valid_0's l2: 2096.51
[18] valid_0's poisson: -89.9912 valid_0's l2: 2085.46
[19] valid_0's poisson: -90.1272 valid_0's l2: 2074.47
[20] valid_0's poisson: -90.2646 valid_0's l2: 2063.3
[21] valid_0's poisson: -90.3972 valid_0's l2: 2052.48
[22] valid_0's poisson: -90.5313 valid_0's l2: 2041.46
[23] valid_0's poisson: -90.6627 valid_0's l2: 2030.63
[24] valid_0's poisson: -90.7906 valid_0's l2: 2020.04
[25] valid_0's poisson: -90.9169 valid_0's l2: 2009.54
[26] valid_0's poisson: -91.0446 valid_0's l2: 1998.86
[27] valid_0's poisson: -91.168 valid_0's l2: 1988.5
[28] valid_0's poisson: -91.2927 valid_0's l2: 1977.98
[29] valid_0's poisson: -91.4131 valid_0's l2: 1967.79
[30] valid_0's poisson: -91.5351 valid_0's l2: 1957.42
[31] valid_0's poisson: -91.6548 valid_0's l2: 1947.2
[32] valid_0's poisson: -91.7716 valid_0's l2: 1937.21
[33] valid_0's poisson: -91.8868 valid_0's l2: 1927.3
[34] valid_0's poisson: -92.0011 valid_0's l2: 1917.45
[35] valid_0's poisson: -92.1167 valid_0's l2: 1907.43
[36] valid_0's poisson: -92.2282 valid_0's l2: 1897.74
[37] valid_0's poisson: -92.3384 valid_0's l2: 1888.12
[38] valid_0's poisson: -92.4475 valid_0's l2: 1878.57
[39] valid_0's poisson: -92.5552 valid_0's l2: 1869.1
[40] valid_0's poisson: -92.665 valid_0's l2: 1859.43
[41] valid_0's poisson: -92.7706 valid_0's l2: 1850.09
[42] valid_0's poisson: -92.8751 valid_0's l2: 1840.82
[43] valid_0's poisson: -92.9783 valid_0's l2: 1831.63
[44] valid_0's poisson: -93.0837 valid_0's l2: 1822.23
[45] valid_0's poisson: -93.1852 valid_0's l2: 1813.14
[46] valid_0's poisson: -93.2856 valid_0's l2: 1804.14
[47] valid_0's poisson: -93.3848 valid_0's l2: 1795.19
[48] valid_0's poisson: -93.4832 valid_0's l2: 1786.32
[49] valid_0's poisson: -93.5836 valid_0's l2: 1777.24
[50] valid_0's poisson: -93.68 valid_0's l2: 1768.49
[51] valid_0's poisson: -93.7754 valid_0's l2: 1759.81
[52] valid_0's poisson: -93.8699 valid_0's l2: 1751.2
[53] valid_0's poisson: -93.9633 valid_0's l2: 1742.65
[54] valid_0's poisson: -94.0591 valid_0's l2: 1733.89
[55] valid_0's poisson: -94.1508 valid_0's l2: 1725.46
[56] valid_0's poisson: -94.2415 valid_0's l2: 1717.11
[57] valid_0's poisson: -94.3304 valid_0's l2: 1708.9
[58] valid_0's poisson: -94.4227 valid_0's l2: 1700.38
[59] valid_0's poisson: -94.5103 valid_0's l2: 1692.28
[60] valid_0's poisson: -94.5978 valid_0's l2: 1684.16
[61] valid_0's poisson: -94.6834 valid_0's l2: 1676.19
[62] valid_0's poisson: -94.7725 valid_0's l2: 1667.91
[63] valid_0's poisson: -94.8569 valid_0's l2: 1660.05
[64] valid_0's poisson: -94.9405 valid_0's l2: 1652.22
[65] valid_0's poisson: -95.0276 valid_0's l2: 1644.07
[66] valid_0's poisson: -95.1105 valid_0's l2: 1636.28
[67] valid_0's poisson: -95.1915 valid_0's l2: 1628.69
[68] valid_0's poisson: -95.2718 valid_0's l2: 1621.17
[69] valid_0's poisson: -95.351 valid_0's l2: 1613.72
[70] valid_0's poisson: -95.4345 valid_0's l2: 1605.85
[71] valid_0's poisson: -95.5129 valid_0's l2: 1598.41
[72] valid_0's poisson: -95.5904 valid_0's l2: 1591.09
[73] valid_0's poisson: -95.6669 valid_0's l2: 1583.85
[74] valid_0's poisson: -95.7476 valid_0's l2: 1576.2
[75] valid_0's poisson: -95.8229 valid_0's l2: 1569.07
[76] valid_0's poisson: -95.8977 valid_0's l2: 1561.96
[77] valid_0's poisson: -95.9766 valid_0's l2: 1554.47
[78] valid_0's poisson: -96.0508 valid_0's l2: 1547.38
[79] valid_0's poisson: -96.1233 valid_0's l2: 1540.44
[80] valid_0's poisson: -96.1964 valid_0's l2: 1533.46
[81] valid_0's poisson: -96.2726 valid_0's l2: 1526.17
[82] valid_0's poisson: -96.3448 valid_0's l2: 1519.23
[83] valid_0's poisson: -96.4151 valid_0's l2: 1512.47
[84] valid_0's poisson: -96.4896 valid_0's l2: 1505.34
[85] valid_0's poisson: -96.5587 valid_0's l2: 1498.71
[86] valid_0's poisson: -96.6286 valid_0's l2: 1491.96
[87] valid_0's poisson: -96.6979 valid_0's l2: 1485.26
[88] valid_0's poisson: -96.7661 valid_0's l2: 1478.67
[89] valid_0's poisson: -96.8375 valid_0's l2: 1471.78
[90] valid_0's poisson: -96.9049 valid_0's l2: 1465.25
[91] valid_0's poisson: -96.9711 valid_0's l2: 1458.85
[92] valid_0's poisson: -97.041 valid_0's l2: 1452.11
[93] valid_0's poisson: -97.1066 valid_0's l2: 1445.74
[94] valid_0's poisson: -97.1715 valid_0's l2: 1439.43
[95] valid_0's poisson: -97.2369 valid_0's l2: 1433.07
[96] valid_0's poisson: -97.3018 valid_0's l2: 1426.78
[97] valid_0's poisson: -97.3689 valid_0's l2: 1420.26
[98] valid_0's poisson: -97.4327 valid_0's l2: 1414.07
[99] valid_0's poisson: -97.4968 valid_0's l2: 1407.83
[100] valid_0's poisson: -97.5594 valid_0's l2: 1401.72
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3368 valid_0's l2: 2288.46
[2] valid_0's poisson: -87.5074 valid_0's l2: 2275.98
[3] valid_0's poisson: -87.6755 valid_0's l2: 2263.59
[4] valid_0's poisson: -87.841 valid_0's l2: 2251.29
[5] valid_0's poisson: -88.0041 valid_0's l2: 2239.09
[6] valid_0's poisson: -88.1649 valid_0's l2: 2226.98
[7] valid_0's poisson: -88.3232 valid_0's l2: 2214.97
[8] valid_0's poisson: -88.4794 valid_0's l2: 2203.05
[9] valid_0's poisson: -88.6334 valid_0's l2: 2191.22
[10] valid_0's poisson: -88.7884 valid_0's l2: 2179.23
[11] valid_0's poisson: -88.9413 valid_0's l2: 2167.34
[12] valid_0's poisson: -89.0921 valid_0's l2: 2155.53
[13] valid_0's poisson: -89.2408 valid_0's l2: 2143.83
[14] valid_0's poisson: -89.3876 valid_0's l2: 2132.2
[15] valid_0's poisson: -89.5296 valid_0's l2: 2120.89
[16] valid_0's poisson: -89.6725 valid_0's l2: 2109.44
[17] valid_0's poisson: -89.8136 valid_0's l2: 2098.07
[18] valid_0's poisson: -89.9527 valid_0's l2: 2086.8
[19] valid_0's poisson: -90.0901 valid_0's l2: 2075.61
[20] valid_0's poisson: -90.2259 valid_0's l2: 2064.51
[21] valid_0's poisson: -90.3598 valid_0's l2: 2053.49
[22] valid_0's poisson: -90.492 valid_0's l2: 2042.56
[23] valid_0's poisson: -90.6227 valid_0's l2: 2031.71
[24] valid_0's poisson: -90.7518 valid_0's l2: 2020.94
[25] valid_0's poisson: -90.8793 valid_0's l2: 2010.25
[26] valid_0's poisson: -91.0032 valid_0's l2: 1999.84
[27] valid_0's poisson: -91.1277 valid_0's l2: 1989.32
[28] valid_0's poisson: -91.2508 valid_0's l2: 1978.87
[29] valid_0's poisson: -91.3726 valid_0's l2: 1968.49
[30] valid_0's poisson: -91.4928 valid_0's l2: 1958.2
[31] valid_0's poisson: -91.6114 valid_0's l2: 1948
[32] valid_0's poisson: -91.7288 valid_0's l2: 1937.88
[33] valid_0's poisson: -91.8447 valid_0's l2: 1927.84
[34] valid_0's poisson: -91.9591 valid_0's l2: 1917.89
[35] valid_0's poisson: -92.0727 valid_0's l2: 1907.98
[36] valid_0's poisson: -92.1838 valid_0's l2: 1898.29
[37] valid_0's poisson: -92.2946 valid_0's l2: 1888.56
[38] valid_0's poisson: -92.4044 valid_0's l2: 1878.89
[39] valid_0's poisson: -92.5133 valid_0's l2: 1869.29
[40] valid_0's poisson: -92.6208 valid_0's l2: 1859.76
[41] valid_0's poisson: -92.7274 valid_0's l2: 1850.3
[42] valid_0's poisson: -92.8328 valid_0's l2: 1840.93
[43] valid_0's poisson: -92.937 valid_0's l2: 1831.6
[44] valid_0's poisson: -93.0396 valid_0's l2: 1822.44
[45] valid_0's poisson: -93.1417 valid_0's l2: 1813.28
[46] valid_0's poisson: -93.2435 valid_0's l2: 1804.13
[47] valid_0's poisson: -93.3436 valid_0's l2: 1795.08
[48] valid_0's poisson: -93.4419 valid_0's l2: 1786.26
[49] valid_0's poisson: -93.5392 valid_0's l2: 1777.51
[50] valid_0's poisson: -93.6356 valid_0's l2: 1768.82
[51] valid_0's poisson: -93.7326 valid_0's l2: 1759.98
[52] valid_0's poisson: -93.8268 valid_0's l2: 1751.44
[53] valid_0's poisson: -93.9206 valid_0's l2: 1742.93
[54] valid_0's poisson: -94.0131 valid_0's l2: 1734.5
[55] valid_0's poisson: -94.1051 valid_0's l2: 1726.12
[56] valid_0's poisson: -94.1979 valid_0's l2: 1717.57
[57] valid_0's poisson: -94.2879 valid_0's l2: 1709.31
[58] valid_0's poisson: -94.3776 valid_0's l2: 1701.08
[59] valid_0's poisson: -94.4657 valid_0's l2: 1692.96
[60] valid_0's poisson: -94.5535 valid_0's l2: 1684.88
[61] valid_0's poisson: -94.6422 valid_0's l2: 1676.63
[62] valid_0's poisson: -94.7288 valid_0's l2: 1668.6
[63] valid_0's poisson: -94.8145 valid_0's l2: 1660.64
[64] valid_0's poisson: -94.8991 valid_0's l2: 1652.78
[65] valid_0's poisson: -94.9832 valid_0's l2: 1644.94
[66] valid_0's poisson: -95.0682 valid_0's l2: 1636.97
[67] valid_0's poisson: -95.1509 valid_0's l2: 1629.24
[68] valid_0's poisson: -95.2327 valid_0's l2: 1621.56
[69] valid_0's poisson: -95.3132 valid_0's l2: 1613.97
[70] valid_0's poisson: -95.3931 valid_0's l2: 1606.48
[71] valid_0's poisson: -95.4747 valid_0's l2: 1598.77
[72] valid_0's poisson: -95.5531 valid_0's l2: 1591.35
[73] valid_0's poisson: -95.6307 valid_0's l2: 1584
[74] valid_0's poisson: -95.708 valid_0's l2: 1576.7
[75] valid_0's poisson: -95.7865 valid_0's l2: 1569.24
[76] valid_0's poisson: -95.8621 valid_0's l2: 1562.04
[77] valid_0's poisson: -95.9377 valid_0's l2: 1554.85
[78] valid_0's poisson: -96.012 valid_0's l2: 1547.76
[79] valid_0's poisson: -96.0857 valid_0's l2: 1540.72
[80] valid_0's poisson: -96.1611 valid_0's l2: 1533.51
[81] valid_0's poisson: -96.2338 valid_0's l2: 1526.58
[82] valid_0's poisson: -96.3056 valid_0's l2: 1519.7
[83] valid_0's poisson: -96.3765 valid_0's l2: 1512.9
[84] valid_0's poisson: -96.4495 valid_0's l2: 1505.89
[85] valid_0's poisson: -96.5202 valid_0's l2: 1499.1
[86] valid_0's poisson: -96.5895 valid_0's l2: 1492.41
[87] valid_0's poisson: -96.6588 valid_0's l2: 1485.77
[88] valid_0's poisson: -96.7295 valid_0's l2: 1478.95
[89] valid_0's poisson: -96.797 valid_0's l2: 1472.44
[90] valid_0's poisson: -96.8639 valid_0's l2: 1465.98
[91] valid_0's poisson: -96.9303 valid_0's l2: 1459.56
[92] valid_0's poisson: -96.9972 valid_0's l2: 1453.09
[93] valid_0's poisson: -97.0657 valid_0's l2: 1446.46
[94] valid_0's poisson: -97.1307 valid_0's l2: 1440.17
[95] valid_0's poisson: -97.1962 valid_0's l2: 1433.8
[96] valid_0's poisson: -97.2609 valid_0's l2: 1427.53
[97] valid_0's poisson: -97.3272 valid_0's l2: 1421.09
[98] valid_0's poisson: -97.3912 valid_0's l2: 1414.88
[99] valid_0's poisson: -97.4539 valid_0's l2: 1408.77
[100] valid_0's poisson: -97.5165 valid_0's l2: 1402.68
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.5353 valid_0's l2: 2274.27
[2] valid_0's poisson: -87.8844 valid_0's l2: 2249.06
[3] valid_0's poisson: -88.2237 valid_0's l2: 2224.45
[4] valid_0's poisson: -88.5497 valid_0's l2: 2200.79
[5] valid_0's poisson: -88.8667 valid_0's l2: 2177.69
[6] valid_0's poisson: -89.1716 valid_0's l2: 2155.48
[7] valid_0's poisson: -89.4905 valid_0's l2: 2131.43
[8] valid_0's poisson: -89.7792 valid_0's l2: 2109.97
[9] valid_0's poisson: -90.0763 valid_0's l2: 2087.04
[10] valid_0's poisson: -90.3607 valid_0's l2: 2064.81
[11] valid_0's poisson: -90.6374 valid_0's l2: 2044.23
[12] valid_0's poisson: -90.9041 valid_0's l2: 2023.03
[13] valid_0's poisson: -91.1569 valid_0's l2: 2003.68
[14] valid_0's poisson: -91.407 valid_0's l2: 1983.46
[15] valid_0's poisson: -91.6408 valid_0's l2: 1964.48
[16] valid_0's poisson: -91.8888 valid_0's l2: 1945.85
[17] valid_0's poisson: -92.1158 valid_0's l2: 1927.1
[18] valid_0's poisson: -92.34 valid_0's l2: 1909.6
[19] valid_0's poisson: -92.5483 valid_0's l2: 1892.3
[20] valid_0's poisson: -92.755 valid_0's l2: 1874.92
[21] valid_0's poisson: -92.9788 valid_0's l2: 1858.02
[22] valid_0's poisson: -93.1588 valid_0's l2: 1842.13
[23] valid_0's poisson: -93.3606 valid_0's l2: 1826.16
[24] valid_0's poisson: -93.5317 valid_0's l2: 1810.9
[25] valid_0's poisson: -93.7243 valid_0's l2: 1795.57
[26] valid_0's poisson: -93.8915 valid_0's l2: 1780.43
[27] valid_0's poisson: -94.0925 valid_0's l2: 1765.22
[28] valid_0's poisson: -94.2733 valid_0's l2: 1750.75
[29] valid_0's poisson: -94.426 valid_0's l2: 1736.87
[30] valid_0's poisson: -94.5773 valid_0's l2: 1722.95
[31] valid_0's poisson: -94.764 valid_0's l2: 1708.85
[32] valid_0's poisson: -94.9313 valid_0's l2: 1695.35
[33] valid_0's poisson: -95.0732 valid_0's l2: 1682.18
[34] valid_0's poisson: -95.2343 valid_0's l2: 1669.2
[35] valid_0's poisson: -95.3911 valid_0's l2: 1656.19
[36] valid_0's poisson: -95.543 valid_0's l2: 1643.58
[37] valid_0's poisson: -95.6952 valid_0's l2: 1631.26
[38] valid_0's poisson: -95.8203 valid_0's l2: 1619.6
[39] valid_0's poisson: -95.9664 valid_0's l2: 1607.78
[40] valid_0's poisson: -96.0891 valid_0's l2: 1596.19
[41] valid_0's poisson: -96.2463 valid_0's l2: 1584.45
[42] valid_0's poisson: -96.3631 valid_0's l2: 1573.38
[43] valid_0's poisson: -96.4997 valid_0's l2: 1562.31
[44] valid_0's poisson: -96.6319 valid_0's l2: 1551.34
[45] valid_0's poisson: -96.7638 valid_0's l2: 1540.7
[46] valid_0's poisson: -96.8917 valid_0's l2: 1530.1
[47] valid_0's poisson: -97.0146 valid_0's l2: 1519.89
[48] valid_0's poisson: -97.1387 valid_0's l2: 1510.02
[49] valid_0's poisson: -97.2388 valid_0's l2: 1500.5
[50] valid_0's poisson: -97.3581 valid_0's l2: 1491.03
[51] valid_0's poisson: -97.4564 valid_0's l2: 1481.57
[52] valid_0's poisson: -97.5878 valid_0's l2: 1471.6
[53] valid_0's poisson: -97.7011 valid_0's l2: 1462.26
[54] valid_0's poisson: -97.7921 valid_0's l2: 1453.6
[55] valid_0's poisson: -97.903 valid_0's l2: 1444.82
[56] valid_0's poisson: -97.9923 valid_0's l2: 1436.21
[57] valid_0's poisson: -98.1155 valid_0's l2: 1426.89
[58] valid_0's poisson: -98.2179 valid_0's l2: 1418.26
[59] valid_0's poisson: -98.3216 valid_0's l2: 1410.07
[60] valid_0's poisson: -98.4215 valid_0's l2: 1401.87
[61] valid_0's poisson: -98.5003 valid_0's l2: 1394.23
[62] valid_0's poisson: -98.5992 valid_0's l2: 1386.46
[63] valid_0's poisson: -98.6788 valid_0's l2: 1378.78
[64] valid_0's poisson: -98.7914 valid_0's l2: 1370.29
[65] valid_0's poisson: -98.8851 valid_0's l2: 1362.68
[66] valid_0's poisson: -98.957 valid_0's l2: 1355.72
[67] valid_0's poisson: -99.049 valid_0's l2: 1348.52
[68] valid_0's poisson: -99.1215 valid_0's l2: 1341.5
[69] valid_0's poisson: -99.2273 valid_0's l2: 1333.57
[70] valid_0's poisson: -99.313 valid_0's l2: 1326.61
[71] valid_0's poisson: -99.3995 valid_0's l2: 1319.86
[72] valid_0's poisson: -99.4824 valid_0's l2: 1313.16
[73] valid_0's poisson: -99.5492 valid_0's l2: 1306.7
[74] valid_0's poisson: -99.6433 valid_0's l2: 1299.85
[75] valid_0's poisson: -99.7378 valid_0's l2: 1292.49
[76] valid_0's poisson: -99.8001 valid_0's l2: 1286.41
[77] valid_0's poisson: -99.8912 valid_0's l2: 1279.28
[78] valid_0's poisson: -99.9842 valid_0's l2: 1272.39
[79] valid_0's poisson: -100.059 valid_0's l2: 1265.62
[80] valid_0's poisson: -100.149 valid_0's l2: 1259.02
[81] valid_0's poisson: -100.208 valid_0's l2: 1253.29
[82] valid_0's poisson: -100.279 valid_0's l2: 1246.85
[83] valid_0's poisson: -100.354 valid_0's l2: 1240.81
[84] valid_0's poisson: -100.416 valid_0's l2: 1234.8
[85] valid_0's poisson: -100.489 valid_0's l2: 1228.59
[86] valid_0's poisson: -100.574 valid_0's l2: 1222.38
[87] valid_0's poisson: -100.645 valid_0's l2: 1216.69
[88] valid_0's poisson: -100.703 valid_0's l2: 1210.98
[89] valid_0's poisson: -100.768 valid_0's l2: 1205.07
[90] valid_0's poisson: -100.833 valid_0's l2: 1199.45
[91] valid_0's poisson: -100.912 valid_0's l2: 1193.73
[92] valid_0's poisson: -100.978 valid_0's l2: 1188.09
[93] valid_0's poisson: -101.039 valid_0's l2: 1182.63
[94] valid_0's poisson: -101.099 valid_0's l2: 1177.21
[95] valid_0's poisson: -101.159 valid_0's l2: 1172.04
[96] valid_0's poisson: -101.222 valid_0's l2: 1166.74
[97] valid_0's poisson: -101.279 valid_0's l2: 1161.62
[98] valid_0's poisson: -101.335 valid_0's l2: 1156.51
[99] valid_0's poisson: -101.392 valid_0's l2: 1151.79
[100] valid_0's poisson: -101.448 valid_0's l2: 1146.99
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.01, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.546 valid_0's l2: 2273.3
[2] valid_0's poisson: -87.9142 valid_0's l2: 2246.56
[3] valid_0's poisson: -88.2596 valid_0's l2: 2220.86
[4] valid_0's poisson: -88.6034 valid_0's l2: 2195.63
[5] valid_0's poisson: -88.9252 valid_0's l2: 2171.16
[6] valid_0's poisson: -89.2496 valid_0's l2: 2147.16
[7] valid_0's poisson: -89.5501 valid_0's l2: 2123.86
[8] valid_0's poisson: -89.859 valid_0's l2: 2100.8
[9] valid_0's poisson: -90.1404 valid_0's l2: 2078.6
[10] valid_0's poisson: -90.4306 valid_0's l2: 2056.86
[11] valid_0's poisson: -90.7112 valid_0's l2: 2035.81
[12] valid_0's poisson: -90.9692 valid_0's l2: 2015.02
[13] valid_0's poisson: -91.2239 valid_0's l2: 1995.38
[14] valid_0's poisson: -91.4666 valid_0's l2: 1975.57
[15] valid_0's poisson: -91.6995 valid_0's l2: 1956.35
[16] valid_0's poisson: -91.9509 valid_0's l2: 1937.31
[17] valid_0's poisson: -92.171 valid_0's l2: 1919.01
[18] valid_0's poisson: -92.3971 valid_0's l2: 1901.26
[19] valid_0's poisson: -92.6041 valid_0's l2: 1883.8
[20] valid_0's poisson: -92.7912 valid_0's l2: 1867.17
[21] valid_0's poisson: -93.0184 valid_0's l2: 1849.88
[22] valid_0's poisson: -93.2258 valid_0's l2: 1833.41
[23] valid_0's poisson: -93.4 valid_0's l2: 1817.69
[24] valid_0's poisson: -93.6148 valid_0's l2: 1801.25
[25] valid_0's poisson: -93.7796 valid_0's l2: 1786.25
[26] valid_0's poisson: -93.9717 valid_0's l2: 1770.85
[27] valid_0's poisson: -94.1503 valid_0's l2: 1755.98
[28] valid_0's poisson: -94.3342 valid_0's l2: 1741.21
[29] valid_0's poisson: -94.4836 valid_0's l2: 1727.51
[30] valid_0's poisson: -94.6595 valid_0's l2: 1713.34
[31] valid_0's poisson: -94.8039 valid_0's l2: 1699.91
[32] valid_0's poisson: -94.9886 valid_0's l2: 1685.87
[33] valid_0's poisson: -95.147 valid_0's l2: 1672.6
[34] valid_0's poisson: -95.311 valid_0's l2: 1659.34
[35] valid_0's poisson: -95.4418 valid_0's l2: 1647.15
[36] valid_0's poisson: -95.5983 valid_0's l2: 1634.44
[37] valid_0's poisson: -95.725 valid_0's l2: 1622.48
[38] valid_0's poisson: -95.8751 valid_0's l2: 1610.29
[39] valid_0's poisson: -96.0193 valid_0's l2: 1598.31
[40] valid_0's poisson: -96.1591 valid_0's l2: 1586.71
[41] valid_0's poisson: -96.302 valid_0's l2: 1575.11
[42] valid_0's poisson: -96.436 valid_0's l2: 1563.87
[43] valid_0's poisson: -96.5477 valid_0's l2: 1553.34
[44] valid_0's poisson: -96.6968 valid_0's l2: 1542.22
[45] valid_0's poisson: -96.8314 valid_0's l2: 1531.33
[46] valid_0's poisson: -96.9368 valid_0's l2: 1521.2
[47] valid_0's poisson: -97.0642 valid_0's l2: 1511.05
[48] valid_0's poisson: -97.1855 valid_0's l2: 1500.95
[49] valid_0's poisson: -97.2836 valid_0's l2: 1491.61
[50] valid_0's poisson: -97.4064 valid_0's l2: 1481.67
[51] valid_0's poisson: -97.5016 valid_0's l2: 1472.51
[52] valid_0's poisson: -97.6323 valid_0's l2: 1463
[53] valid_0's poisson: -97.7488 valid_0's l2: 1453.6
[54] valid_0's poisson: -97.858 valid_0's l2: 1444.56
[55] valid_0's poisson: -97.9646 valid_0's l2: 1435.86
[56] valid_0's poisson: -98.0748 valid_0's l2: 1427.15
[57] valid_0's poisson: -98.1593 valid_0's l2: 1419.08
[58] valid_0's poisson: -98.2818 valid_0's l2: 1409.79
[59] valid_0's poisson: -98.3633 valid_0's l2: 1401.82
[60] valid_0's poisson: -98.4677 valid_0's l2: 1393.46
[61] valid_0's poisson: -98.5473 valid_0's l2: 1385.78
[62] valid_0's poisson: -98.6637 valid_0's l2: 1376.99
[63] valid_0's poisson: -98.7583 valid_0's l2: 1369.24
[64] valid_0's poisson: -98.8553 valid_0's l2: 1361.63
[65] valid_0's poisson: -98.9464 valid_0's l2: 1354.29
[66] valid_0's poisson: -99.0185 valid_0's l2: 1347.24
[67] valid_0's poisson: -99.1274 valid_0's l2: 1339.04
[68] valid_0's poisson: -99.1983 valid_0's l2: 1332.21
[69] valid_0's poisson: -99.304 valid_0's l2: 1324.3
[70] valid_0's poisson: -99.3872 valid_0's l2: 1317.36
[71] valid_0's poisson: -99.4783 valid_0's l2: 1309.6
[72] valid_0's poisson: -99.5653 valid_0's l2: 1302.81
[73] valid_0's poisson: -99.6531 valid_0's l2: 1295.33
[74] valid_0's poisson: -99.7182 valid_0's l2: 1289.18
[75] valid_0's poisson: -99.8022 valid_0's l2: 1282.01
[76] valid_0's poisson: -99.8812 valid_0's l2: 1275.59
[77] valid_0's poisson: -99.9622 valid_0's l2: 1268.68
[78] valid_0's poisson: -100.056 valid_0's l2: 1261.65
[79] valid_0's poisson: -100.123 valid_0's l2: 1255.18
[80] valid_0's poisson: -100.2 valid_0's l2: 1248.62
[81] valid_0's poisson: -100.29 valid_0's l2: 1241.97
[82] valid_0's poisson: -100.353 valid_0's l2: 1235.78
[83] valid_0's poisson: -100.423 valid_0's l2: 1229.51
[84] valid_0's poisson: -100.494 valid_0's l2: 1223.65
[85] valid_0's poisson: -100.551 valid_0's l2: 1218.33
[86] valid_0's poisson: -100.618 valid_0's l2: 1212.33
[87] valid_0's poisson: -100.69 valid_0's l2: 1206.54
[88] valid_0's poisson: -100.754 valid_0's l2: 1200.74
[89] valid_0's poisson: -100.836 valid_0's l2: 1194.72
[90] valid_0's poisson: -100.893 valid_0's l2: 1189.12
[91] valid_0's poisson: -100.958 valid_0's l2: 1183.63
[92] valid_0's poisson: -101.025 valid_0's l2: 1177.96
[93] valid_0's poisson: -101.087 valid_0's l2: 1172.66
[94] valid_0's poisson: -101.144 valid_0's l2: 1167.37
[95] valid_0's poisson: -101.206 valid_0's l2: 1162.34
[96] valid_0's poisson: -101.264 valid_0's l2: 1157.27
[97] valid_0's poisson: -101.32 valid_0's l2: 1152.18
[98] valid_0's poisson: -101.374 valid_0's l2: 1147.22
[99] valid_0's poisson: -101.443 valid_0's l2: 1142.04
[100] valid_0's poisson: -101.502 valid_0's l2: 1137.01
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.01, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.5375 valid_0's l2: 2274.04
[2] valid_0's poisson: -87.895 valid_0's l2: 2248.11
[3] valid_0's poisson: -88.2379 valid_0's l2: 2223.16
[4] valid_0's poisson: -88.5749 valid_0's l2: 2198.42
[5] valid_0's poisson: -88.8876 valid_0's l2: 2175.42
[6] valid_0's poisson: -89.2044 valid_0's l2: 2152.13
[7] valid_0's poisson: -89.5257 valid_0's l2: 2127.62
[8] valid_0's poisson: -89.8323 valid_0's l2: 2103.86
[9] valid_0's poisson: -90.111 valid_0's l2: 2082.79
[10] valid_0's poisson: -90.397 valid_0's l2: 2060.14
[11] valid_0's poisson: -90.671 valid_0's l2: 2038.2
[12] valid_0's poisson: -90.9462 valid_0's l2: 2017.51
[13] valid_0's poisson: -91.2033 valid_0's l2: 1996.59
[14] valid_0's poisson: -91.4477 valid_0's l2: 1977.6
[15] valid_0's poisson: -91.6814 valid_0's l2: 1958.35
[16] valid_0's poisson: -91.914 valid_0's l2: 1938.98
[17] valid_0's poisson: -92.1611 valid_0's l2: 1920.22
[18] valid_0's poisson: -92.3742 valid_0's l2: 1902.38
[19] valid_0's poisson: -92.5915 valid_0's l2: 1885.21
[20] valid_0's poisson: -92.783 valid_0's l2: 1868.29
[21] valid_0's poisson: -93.0108 valid_0's l2: 1850.94
[22] valid_0's poisson: -93.2077 valid_0's l2: 1834.02
[23] valid_0's poisson: -93.4069 valid_0's l2: 1818.11
[24] valid_0's poisson: -93.5797 valid_0's l2: 1802.51
[25] valid_0's poisson: -93.7901 valid_0's l2: 1786.47
[26] valid_0's poisson: -93.9581 valid_0's l2: 1771.06
[27] valid_0's poisson: -94.1425 valid_0's l2: 1756.2
[28] valid_0's poisson: -94.2985 valid_0's l2: 1741.89
[29] valid_0's poisson: -94.4748 valid_0's l2: 1727.65
[30] valid_0's poisson: -94.6276 valid_0's l2: 1713.42
[31] valid_0's poisson: -94.8172 valid_0's l2: 1698.99
[32] valid_0's poisson: -94.9829 valid_0's l2: 1685.55
[33] valid_0's poisson: -95.1473 valid_0's l2: 1671.84
[34] valid_0's poisson: -95.2871 valid_0's l2: 1658.66
[35] valid_0's poisson: -95.4433 valid_0's l2: 1645.93
[36] valid_0's poisson: -95.598 valid_0's l2: 1633.11
[37] valid_0's poisson: -95.7255 valid_0's l2: 1621.12
[38] valid_0's poisson: -95.8746 valid_0's l2: 1609
[39] valid_0's poisson: -95.9991 valid_0's l2: 1597.09
[40] valid_0's poisson: -96.1414 valid_0's l2: 1585.49
[41] valid_0's poisson: -96.2825 valid_0's l2: 1573.66
[42] valid_0's poisson: -96.4372 valid_0's l2: 1562.14
[43] valid_0's poisson: -96.5496 valid_0's l2: 1551.47
[44] valid_0's poisson: -96.6829 valid_0's l2: 1540.61
[45] valid_0's poisson: -96.7929 valid_0's l2: 1530
[46] valid_0's poisson: -96.9386 valid_0's l2: 1519.15
[47] valid_0's poisson: -97.0653 valid_0's l2: 1508.87
[48] valid_0's poisson: -97.1895 valid_0's l2: 1498.51
[49] valid_0's poisson: -97.2885 valid_0's l2: 1489.03
[50] valid_0's poisson: -97.4076 valid_0's l2: 1479.53
[51] valid_0's poisson: -97.505 valid_0's l2: 1470.08
[52] valid_0's poisson: -97.6379 valid_0's l2: 1459.94
[53] valid_0's poisson: -97.7515 valid_0's l2: 1450.73
[54] valid_0's poisson: -97.8657 valid_0's l2: 1441.38
[55] valid_0's poisson: -97.9753 valid_0's l2: 1432.27
[56] valid_0's poisson: -98.0643 valid_0's l2: 1423.59
[57] valid_0's poisson: -98.1708 valid_0's l2: 1415.15
[58] valid_0's poisson: -98.2727 valid_0's l2: 1406.63
[59] valid_0's poisson: -98.3749 valid_0's l2: 1398.54
[60] valid_0's poisson: -98.4567 valid_0's l2: 1390.7
[61] valid_0's poisson: -98.5746 valid_0's l2: 1381.73
[62] valid_0's poisson: -98.6739 valid_0's l2: 1373.71
[63] valid_0's poisson: -98.7511 valid_0's l2: 1366.29
[64] valid_0's poisson: -98.8641 valid_0's l2: 1357.73
[65] valid_0's poisson: -98.9404 valid_0's l2: 1350.3
[66] valid_0's poisson: -99.0332 valid_0's l2: 1343
[67] valid_0's poisson: -99.1215 valid_0's l2: 1335.68
[68] valid_0's poisson: -99.2282 valid_0's l2: 1327.64
[69] valid_0's poisson: -99.2986 valid_0's l2: 1320.91
[70] valid_0's poisson: -99.3856 valid_0's l2: 1314.08
[71] valid_0's poisson: -99.4549 valid_0's l2: 1307.37
[72] valid_0's poisson: -99.5561 valid_0's l2: 1299.76
[73] valid_0's poisson: -99.638 valid_0's l2: 1293.06
[74] valid_0's poisson: -99.7038 valid_0's l2: 1286.86
[75] valid_0's poisson: -99.8002 valid_0's l2: 1279.68
[76] valid_0's poisson: -99.8639 valid_0's l2: 1273.53
[77] valid_0's poisson: -99.9566 valid_0's l2: 1266.23
[78] valid_0's poisson: -100.049 valid_0's l2: 1259.32
[79] valid_0's poisson: -100.131 valid_0's l2: 1252.31
[80] valid_0's poisson: -100.208 valid_0's l2: 1246.14
[81] valid_0's poisson: -100.281 valid_0's l2: 1240.17
[82] valid_0's poisson: -100.359 valid_0's l2: 1233.55
[83] valid_0's poisson: -100.421 valid_0's l2: 1227.42
[84] valid_0's poisson: -100.492 valid_0's l2: 1221.04
[85] valid_0's poisson: -100.56 valid_0's l2: 1215.43
[86] valid_0's poisson: -100.63 valid_0's l2: 1209.4
[87] valid_0's poisson: -100.699 valid_0's l2: 1203.53
[88] valid_0's poisson: -100.765 valid_0's l2: 1197.48
[89] valid_0's poisson: -100.827 valid_0's l2: 1191.87
[90] valid_0's poisson: -100.901 valid_0's l2: 1186.25
[91] valid_0's poisson: -100.966 valid_0's l2: 1180.74
[92] valid_0's poisson: -101.029 valid_0's l2: 1175.22
[93] valid_0's poisson: -101.087 valid_0's l2: 1169.94
[94] valid_0's poisson: -101.148 valid_0's l2: 1164.44
[95] valid_0's poisson: -101.209 valid_0's l2: 1159.26
[96] valid_0's poisson: -101.269 valid_0's l2: 1154.08
[97] valid_0's poisson: -101.323 valid_0's l2: 1149.14
[98] valid_0's poisson: -101.38 valid_0's l2: 1143.99
[99] valid_0's poisson: -101.447 valid_0's l2: 1138.89
[100] valid_0's poisson: -101.504 valid_0's l2: 1134.06
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.01, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.5432 valid_0's l2: 2273.73
[2] valid_0's poisson: -87.9029 valid_0's l2: 2247.67
[3] valid_0's poisson: -88.2526 valid_0's l2: 2222.27
[4] valid_0's poisson: -88.5927 valid_0's l2: 2197.01
[5] valid_0's poisson: -88.922 valid_0's l2: 2172.84
[6] valid_0's poisson: -89.239 valid_0's l2: 2148.77
[7] valid_0's poisson: -89.5455 valid_0's l2: 2125.81
[8] valid_0's poisson: -89.8339 valid_0's l2: 2104.24
[9] valid_0's poisson: -90.1214 valid_0's l2: 2081.75
[10] valid_0's poisson: -90.3968 valid_0's l2: 2059.95
[11] valid_0's poisson: -90.679 valid_0's l2: 2038.84
[12] valid_0's poisson: -90.9289 valid_0's l2: 2018.81
[13] valid_0's poisson: -91.1825 valid_0's l2: 1999.33
[14] valid_0's poisson: -91.4174 valid_0's l2: 1980.23
[15] valid_0's poisson: -91.6521 valid_0's l2: 1960.93
[16] valid_0's poisson: -91.9058 valid_0's l2: 1941.78
[17] valid_0's poisson: -92.1271 valid_0's l2: 1923.38
[18] valid_0's poisson: -92.3683 valid_0's l2: 1905.14
[19] valid_0's poisson: -92.5591 valid_0's l2: 1888.5
[20] valid_0's poisson: -92.7773 valid_0's l2: 1871.33
[21] valid_0's poisson: -92.9583 valid_0's l2: 1855.36
[22] valid_0's poisson: -93.1663 valid_0's l2: 1838.89
[23] valid_0's poisson: -93.3559 valid_0's l2: 1822.73
[24] valid_0's poisson: -93.5716 valid_0's l2: 1806.35
[25] valid_0's poisson: -93.7577 valid_0's l2: 1790.97
[26] valid_0's poisson: -93.9494 valid_0's l2: 1775.69
[27] valid_0's poisson: -94.107 valid_0's l2: 1761.4
[28] valid_0's poisson: -94.2902 valid_0's l2: 1746.75
[29] valid_0's poisson: -94.4448 valid_0's l2: 1732.52
[30] valid_0's poisson: -94.6373 valid_0's l2: 1717.92
[31] valid_0's poisson: -94.8021 valid_0's l2: 1704.2
[32] valid_0's poisson: -94.9726 valid_0's l2: 1690.49
[33] valid_0's poisson: -95.1104 valid_0's l2: 1677.76
[34] valid_0's poisson: -95.2468 valid_0's l2: 1664.97
[35] valid_0's poisson: -95.4053 valid_0's l2: 1652.31
[36] valid_0's poisson: -95.5619 valid_0's l2: 1639.68
[37] valid_0's poisson: -95.7111 valid_0's l2: 1627.22
[38] valid_0's poisson: -95.8563 valid_0's l2: 1615.24
[39] valid_0's poisson: -95.9794 valid_0's l2: 1603.54
[40] valid_0's poisson: -96.1267 valid_0's l2: 1591.65
[41] valid_0's poisson: -96.2625 valid_0's l2: 1580.28
[42] valid_0's poisson: -96.4017 valid_0's l2: 1569.17
[43] valid_0's poisson: -96.5135 valid_0's l2: 1558.64
[44] valid_0's poisson: -96.6495 valid_0's l2: 1547.67
[45] valid_0's poisson: -96.759 valid_0's l2: 1537.19
[46] valid_0's poisson: -96.9058 valid_0's l2: 1526.23
[47] valid_0's poisson: -97.0289 valid_0's l2: 1516.13
[48] valid_0's poisson: -97.1557 valid_0's l2: 1505.88
[49] valid_0's poisson: -97.2731 valid_0's l2: 1496.1
[50] valid_0's poisson: -97.371 valid_0's l2: 1486.83
[51] valid_0's poisson: -97.4907 valid_0's l2: 1477.33
[52] valid_0's poisson: -97.5859 valid_0's l2: 1468.15
[53] valid_0's poisson: -97.7157 valid_0's l2: 1458.75
[54] valid_0's poisson: -97.8309 valid_0's l2: 1449.5
[55] valid_0's poisson: -97.9207 valid_0's l2: 1440.82
[56] valid_0's poisson: -98.0465 valid_0's l2: 1431.31
[57] valid_0's poisson: -98.1507 valid_0's l2: 1422.74
[58] valid_0's poisson: -98.2572 valid_0's l2: 1414.32
[59] valid_0's poisson: -98.3572 valid_0's l2: 1406.22
[60] valid_0's poisson: -98.4391 valid_0's l2: 1398.46
[61] valid_0's poisson: -98.5565 valid_0's l2: 1389.61
[62] valid_0's poisson: -98.6361 valid_0's l2: 1381.9
[63] valid_0's poisson: -98.7365 valid_0's l2: 1373.85
[64] valid_0's poisson: -98.8281 valid_0's l2: 1366.36
[65] valid_0's poisson: -98.9005 valid_0's l2: 1359.25
[66] valid_0's poisson: -98.9949 valid_0's l2: 1351.85
[67] valid_0's poisson: -99.0676 valid_0's l2: 1344.84
[68] valid_0's poisson: -99.1761 valid_0's l2: 1336.7
[69] valid_0's poisson: -99.2656 valid_0's l2: 1329.7
[70] valid_0's poisson: -99.3504 valid_0's l2: 1322.95
[71] valid_0's poisson: -99.4337 valid_0's l2: 1316.25
[72] valid_0's poisson: -99.4996 valid_0's l2: 1310.03
[73] valid_0's poisson: -99.6005 valid_0's l2: 1302.54
[74] valid_0's poisson: -99.6648 valid_0's l2: 1296.28
[75] valid_0's poisson: -99.7635 valid_0's l2: 1288.94
[76] valid_0's poisson: -99.856 valid_0's l2: 1281.73
[77] valid_0's poisson: -99.9334 valid_0's l2: 1274.81
[78] valid_0's poisson: -100.013 valid_0's l2: 1268.54
[79] valid_0's poisson: -100.072 valid_0's l2: 1262.82
[80] valid_0's poisson: -100.146 valid_0's l2: 1256.19
[81] valid_0's poisson: -100.236 valid_0's l2: 1249.53
[82] valid_0's poisson: -100.3 valid_0's l2: 1243.39
[83] valid_0's poisson: -100.388 valid_0's l2: 1236.85
[84] valid_0's poisson: -100.458 valid_0's l2: 1230.57
[85] valid_0's poisson: -100.532 valid_0's l2: 1224.64
[86] valid_0's poisson: -100.591 valid_0's l2: 1218.82
[87] valid_0's poisson: -100.663 valid_0's l2: 1212.81
[88] valid_0's poisson: -100.729 valid_0's l2: 1207.35
[89] valid_0's poisson: -100.786 valid_0's l2: 1201.8
[90] valid_0's poisson: -100.85 valid_0's l2: 1196.05
[91] valid_0's poisson: -100.93 valid_0's l2: 1190.2
[92] valid_0's poisson: -100.992 valid_0's l2: 1184.69
[93] valid_0's poisson: -101.057 valid_0's l2: 1179.14
[94] valid_0's poisson: -101.11 valid_0's l2: 1173.93
[95] valid_0's poisson: -101.17 valid_0's l2: 1168.98
[96] valid_0's poisson: -101.229 valid_0's l2: 1163.67
[97] valid_0's poisson: -101.304 valid_0's l2: 1158.25
[98] valid_0's poisson: -101.354 valid_0's l2: 1153.31
[99] valid_0's poisson: -101.414 valid_0's l2: 1148.26
[100] valid_0's poisson: -101.487 valid_0's l2: 1142.99
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.01, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.5306 valid_0's l2: 2274.44
[2] valid_0's poisson: -87.8847 valid_0's l2: 2248.69
[3] valid_0's poisson: -88.233 valid_0's l2: 2223.25
[4] valid_0's poisson: -88.5537 valid_0's l2: 2199.68
[5] valid_0's poisson: -88.8854 valid_0's l2: 2174.72
[6] valid_0's poisson: -89.2069 valid_0's l2: 2150.93
[7] valid_0's poisson: -89.5164 valid_0's l2: 2127.15
[8] valid_0's poisson: -89.8183 valid_0's l2: 2104.69
[9] valid_0's poisson: -90.108 valid_0's l2: 2082.02
[10] valid_0's poisson: -90.3808 valid_0's l2: 2061.19
[11] valid_0's poisson: -90.6518 valid_0's l2: 2039.58
[12] valid_0's poisson: -90.9119 valid_0's l2: 2018.63
[13] valid_0's poisson: -91.1616 valid_0's l2: 1998.32
[14] valid_0's poisson: -91.4259 valid_0's l2: 1978.34
[15] valid_0's poisson: -91.6662 valid_0's l2: 1959.56
[16] valid_0's poisson: -91.8962 valid_0's l2: 1940.52
[17] valid_0's poisson: -92.1115 valid_0's l2: 1922.65
[18] valid_0's poisson: -92.3253 valid_0's l2: 1904.72
[19] valid_0's poisson: -92.5636 valid_0's l2: 1886.6
[20] valid_0's poisson: -92.7501 valid_0's l2: 1870.22
[21] valid_0's poisson: -92.9612 valid_0's l2: 1853.39
[22] valid_0's poisson: -93.1384 valid_0's l2: 1837.67
[23] valid_0's poisson: -93.3589 valid_0's l2: 1820.87
[24] valid_0's poisson: -93.5568 valid_0's l2: 1805
[25] valid_0's poisson: -93.7255 valid_0's l2: 1789.68
[26] valid_0's poisson: -93.9143 valid_0's l2: 1774.46
[27] valid_0's poisson: -94.0978 valid_0's l2: 1759.29
[28] valid_0's poisson: -94.2518 valid_0's l2: 1745.29
[29] valid_0's poisson: -94.4305 valid_0's l2: 1730.83
[30] valid_0's poisson: -94.5803 valid_0's l2: 1716.97
[31] valid_0's poisson: -94.7713 valid_0's l2: 1702.45
[32] valid_0's poisson: -94.9393 valid_0's l2: 1688.81
[33] valid_0's poisson: -95.1023 valid_0's l2: 1675.38
[34] valid_0's poisson: -95.2601 valid_0's l2: 1662.24
[35] valid_0's poisson: -95.4196 valid_0's l2: 1649.28
[36] valid_0's poisson: -95.5491 valid_0's l2: 1637.21
[37] valid_0's poisson: -95.702 valid_0's l2: 1624.78
[38] valid_0's poisson: -95.8289 valid_0's l2: 1612.79
[39] valid_0's poisson: -95.9943 valid_0's l2: 1600.34
[40] valid_0's poisson: -96.1363 valid_0's l2: 1588.64
[41] valid_0's poisson: -96.2785 valid_0's l2: 1577.04
[42] valid_0's poisson: -96.3942 valid_0's l2: 1566.21
[43] valid_0's poisson: -96.5313 valid_0's l2: 1555.06
[44] valid_0's poisson: -96.6435 valid_0's l2: 1544.37
[45] valid_0's poisson: -96.7745 valid_0's l2: 1533.7
[46] valid_0's poisson: -96.9028 valid_0's l2: 1523.14
[47] valid_0's poisson: -97.0278 valid_0's l2: 1512.77
[48] valid_0's poisson: -97.1517 valid_0's l2: 1502.87
[49] valid_0's poisson: -97.2515 valid_0's l2: 1493.42
[50] valid_0's poisson: -97.3717 valid_0's l2: 1483.68
[51] valid_0's poisson: -97.4697 valid_0's l2: 1474.28
[52] valid_0's poisson: -97.6035 valid_0's l2: 1464.47
[53] valid_0's poisson: -97.6969 valid_0's l2: 1455.5
[54] valid_0's poisson: -97.8098 valid_0's l2: 1446.38
[55] valid_0's poisson: -97.9204 valid_0's l2: 1437.29
[56] valid_0's poisson: -98.0448 valid_0's l2: 1428.27
[57] valid_0's poisson: -98.1689 valid_0's l2: 1418.86
[58] valid_0's poisson: -98.2504 valid_0's l2: 1410.98
[59] valid_0's poisson: -98.3343 valid_0's l2: 1402.91
[60] valid_0's poisson: -98.4374 valid_0's l2: 1394.6
[61] valid_0's poisson: -98.5374 valid_0's l2: 1386.44
[62] valid_0's poisson: -98.6361 valid_0's l2: 1378.66
[63] valid_0's poisson: -98.7288 valid_0's l2: 1371.11
[64] valid_0's poisson: -98.823 valid_0's l2: 1363.46
[65] valid_0's poisson: -98.9171 valid_0's l2: 1356.07
[66] valid_0's poisson: -98.9907 valid_0's l2: 1349.11
[67] valid_0's poisson: -99.1004 valid_0's l2: 1340.8
[68] valid_0's poisson: -99.1685 valid_0's l2: 1334.22
[69] valid_0's poisson: -99.2749 valid_0's l2: 1326.21
[70] valid_0's poisson: -99.3453 valid_0's l2: 1319.46
[71] valid_0's poisson: -99.4314 valid_0's l2: 1312.73
[72] valid_0's poisson: -99.5147 valid_0's l2: 1306.01
[73] valid_0's poisson: -99.6007 valid_0's l2: 1298.54
[74] valid_0's poisson: -99.6949 valid_0's l2: 1291.22
[75] valid_0's poisson: -99.7757 valid_0's l2: 1284.17
[76] valid_0's poisson: -99.8725 valid_0's l2: 1276.9
[77] valid_0's poisson: -99.9414 valid_0's l2: 1270.27
[78] valid_0's poisson: -100.018 valid_0's l2: 1263.57
[79] valid_0's poisson: -100.096 valid_0's l2: 1257.46
[80] valid_0's poisson: -100.157 valid_0's l2: 1251.82
[81] valid_0's poisson: -100.241 valid_0's l2: 1245.37
[82] valid_0's poisson: -100.314 valid_0's l2: 1238.69
[83] valid_0's poisson: -100.387 valid_0's l2: 1232.47
[84] valid_0's poisson: -100.456 valid_0's l2: 1226.46
[85] valid_0's poisson: -100.521 valid_0's l2: 1220.55
[86] valid_0's poisson: -100.589 valid_0's l2: 1214.31
[87] valid_0's poisson: -100.674 valid_0's l2: 1207.95
[88] valid_0's poisson: -100.742 valid_0's l2: 1202.17
[89] valid_0's poisson: -100.803 valid_0's l2: 1196.61
[90] valid_0's poisson: -100.875 valid_0's l2: 1191.11
[91] valid_0's poisson: -100.938 valid_0's l2: 1185.33
[92] valid_0's poisson: -101.002 valid_0's l2: 1179.9
[93] valid_0's poisson: -101.059 valid_0's l2: 1174.69
[94] valid_0's poisson: -101.097 valid_0's l2: 1170.09
[95] valid_0's poisson: -101.17 valid_0's l2: 1164.59
[96] valid_0's poisson: -101.229 valid_0's l2: 1159.52
[97] valid_0's poisson: -101.288 valid_0's l2: 1154.14
[98] valid_0's poisson: -101.341 valid_0's l2: 1149.26
[99] valid_0's poisson: -101.392 valid_0's l2: 1144.37
[100] valid_0's poisson: -101.46 valid_0's l2: 1139.21
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.01, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -95.7936 valid_0's l2: 1570.64
[2] valid_0's poisson: -100.23 valid_0's l2: 1139.75
[3] valid_0's poisson: -102.948 valid_0's l2: 871.093
[4] valid_0's poisson: -104.674 valid_0's l2: 712.183
[5] valid_0's poisson: -105.858 valid_0's l2: 605.223
[6] valid_0's poisson: -106.688 valid_0's l2: 537.747
[7] valid_0's poisson: -107.314 valid_0's l2: 484.692
[8] valid_0's poisson: -107.741 valid_0's l2: 448.622
[9] valid_0's poisson: -108.029 valid_0's l2: 423.031
[10] valid_0's poisson: -108.315 valid_0's l2: 403.861
[11] valid_0's poisson: -108.476 valid_0's l2: 393.438
[12] valid_0's poisson: -108.631 valid_0's l2: 385.201
[13] valid_0's poisson: -108.707 valid_0's l2: 373.704
[14] valid_0's poisson: -108.763 valid_0's l2: 366.236
[15] valid_0's poisson: -108.783 valid_0's l2: 362.584
[16] valid_0's poisson: -108.768 valid_0's l2: 355.323
[17] valid_0's poisson: -108.724 valid_0's l2: 351.925
[18] valid_0's poisson: -108.739 valid_0's l2: 346.878
[19] valid_0's poisson: -108.642 valid_0's l2: 343.983
[20] valid_0's poisson: -108.513 valid_0's l2: 342.302
[21] valid_0's poisson: -108.549 valid_0's l2: 340.972
[22] valid_0's poisson: -108.608 valid_0's l2: 338.818
[23] valid_0's poisson: -108.56 valid_0's l2: 333.775
[24] valid_0's poisson: -108.487 valid_0's l2: 329.119
[25] valid_0's poisson: -108.485 valid_0's l2: 325.409
[26] valid_0's poisson: -108.375 valid_0's l2: 322.911
[27] valid_0's poisson: -108.363 valid_0's l2: 317.762
[28] valid_0's poisson: -108.344 valid_0's l2: 317.152
[29] valid_0's poisson: -108.397 valid_0's l2: 316.793
[30] valid_0's poisson: -108.319 valid_0's l2: 312.601
[31] valid_0's poisson: -108.323 valid_0's l2: 311.45
[32] valid_0's poisson: -108.327 valid_0's l2: 311.513
[33] valid_0's poisson: -108.391 valid_0's l2: 308.931
[34] valid_0's poisson: -108.437 valid_0's l2: 306.42
[35] valid_0's poisson: -108.382 valid_0's l2: 302.377
[36] valid_0's poisson: -108.209 valid_0's l2: 300.247
[37] valid_0's poisson: -108.255 valid_0's l2: 297.748
[38] valid_0's poisson: -108.224 valid_0's l2: 297.252
[39] valid_0's poisson: -108.221 valid_0's l2: 295.556
[40] valid_0's poisson: -108.075 valid_0's l2: 294.641
[41] valid_0's poisson: -108.128 valid_0's l2: 293.778
[42] valid_0's poisson: -108.16 valid_0's l2: 292.186
[43] valid_0's poisson: -108.17 valid_0's l2: 291.738
[44] valid_0's poisson: -108.157 valid_0's l2: 291.295
[45] valid_0's poisson: -108.154 valid_0's l2: 291.095
[46] valid_0's poisson: -108.109 valid_0's l2: 290.491
[47] valid_0's poisson: -108.037 valid_0's l2: 288.905
[48] valid_0's poisson: -108.046 valid_0's l2: 288.736
[49] valid_0's poisson: -108.03 valid_0's l2: 287.708
[50] valid_0's poisson: -108.025 valid_0's l2: 288.09
[51] valid_0's poisson: -108.003 valid_0's l2: 288.497
[52] valid_0's poisson: -108 valid_0's l2: 288.042
[53] valid_0's poisson: -107.966 valid_0's l2: 286.737
[54] valid_0's poisson: -107.844 valid_0's l2: 286.827
[55] valid_0's poisson: -107.807 valid_0's l2: 286.492
[56] valid_0's poisson: -107.773 valid_0's l2: 284.931
[57] valid_0's poisson: -107.772 valid_0's l2: 284.901
[58] valid_0's poisson: -107.87 valid_0's l2: 284.7
[59] valid_0's poisson: -107.902 valid_0's l2: 283.577
[60] valid_0's poisson: -107.921 valid_0's l2: 283.426
[61] valid_0's poisson: -107.979 valid_0's l2: 282.814
[62] valid_0's poisson: -108.027 valid_0's l2: 282.661
[63] valid_0's poisson: -108.028 valid_0's l2: 282.19
[64] valid_0's poisson: -107.985 valid_0's l2: 281.338
[65] valid_0's poisson: -107.979 valid_0's l2: 280.925
[66] valid_0's poisson: -107.979 valid_0's l2: 280.397
[67] valid_0's poisson: -107.963 valid_0's l2: 279.744
[68] valid_0's poisson: -107.878 valid_0's l2: 278.724
[69] valid_0's poisson: -107.833 valid_0's l2: 278.693
[70] valid_0's poisson: -107.865 valid_0's l2: 278.689
[71] valid_0's poisson: -107.97 valid_0's l2: 278.692
[72] valid_0's poisson: -107.861 valid_0's l2: 277.98
[73] valid_0's poisson: -107.871 valid_0's l2: 277.676
[74] valid_0's poisson: -107.868 valid_0's l2: 277.23
[75] valid_0's poisson: -107.942 valid_0's l2: 277.485
[76] valid_0's poisson: -107.962 valid_0's l2: 277.644
[77] valid_0's poisson: -107.962 valid_0's l2: 277.784
[78] valid_0's poisson: -107.854 valid_0's l2: 276.985
[79] valid_0's poisson: -107.836 valid_0's l2: 276.45
[80] valid_0's poisson: -107.805 valid_0's l2: 276.043
[81] valid_0's poisson: -107.793 valid_0's l2: 275.632
[82] valid_0's poisson: -107.9 valid_0's l2: 275.511
[83] valid_0's poisson: -107.905 valid_0's l2: 274.49
[84] valid_0's poisson: -107.905 valid_0's l2: 273.677
[85] valid_0's poisson: -107.882 valid_0's l2: 272.843
[86] valid_0's poisson: -107.857 valid_0's l2: 272.667
[87] valid_0's poisson: -107.872 valid_0's l2: 272.081
[88] valid_0's poisson: -107.86 valid_0's l2: 271.475
[89] valid_0's poisson: -107.856 valid_0's l2: 270.363
[90] valid_0's poisson: -107.831 valid_0's l2: 269.431
[91] valid_0's poisson: -107.777 valid_0's l2: 269.112
[92] valid_0's poisson: -107.758 valid_0's l2: 268.167
[93] valid_0's poisson: -107.718 valid_0's l2: 267.978
[94] valid_0's poisson: -107.738 valid_0's l2: 266.873
[95] valid_0's poisson: -107.743 valid_0's l2: 266.425
[96] valid_0's poisson: -107.81 valid_0's l2: 266.592
[97] valid_0's poisson: -107.797 valid_0's l2: 266.982
[98] valid_0's poisson: -107.803 valid_0's l2: 266.603
[99] valid_0's poisson: -107.84 valid_0's l2: 265.912
[100] valid_0's poisson: -107.778 valid_0's l2: 266.166
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -95.6967 valid_0's l2: 1578.36
[2] valid_0's poisson: -100.264 valid_0's l2: 1135.43
[3] valid_0's poisson: -102.974 valid_0's l2: 867.355
[4] valid_0's poisson: -104.726 valid_0's l2: 700.342
[5] valid_0's poisson: -105.913 valid_0's l2: 595.926
[6] valid_0's poisson: -106.765 valid_0's l2: 524.419
[7] valid_0's poisson: -107.375 valid_0's l2: 476.677
[8] valid_0's poisson: -107.763 valid_0's l2: 440.145
[9] valid_0's poisson: -108.126 valid_0's l2: 415.63
[10] valid_0's poisson: -108.378 valid_0's l2: 393.085
[11] valid_0's poisson: -108.589 valid_0's l2: 376.695
[12] valid_0's poisson: -108.719 valid_0's l2: 367.404
[13] valid_0's poisson: -108.821 valid_0's l2: 359.184
[14] valid_0's poisson: -108.886 valid_0's l2: 352.978
[15] valid_0's poisson: -108.912 valid_0's l2: 347.076
[16] valid_0's poisson: -108.927 valid_0's l2: 342.596
[17] valid_0's poisson: -108.848 valid_0's l2: 338.839
[18] valid_0's poisson: -108.847 valid_0's l2: 335.705
[19] valid_0's poisson: -108.762 valid_0's l2: 333.125
[20] valid_0's poisson: -108.782 valid_0's l2: 331.439
[21] valid_0's poisson: -108.774 valid_0's l2: 327.937
[22] valid_0's poisson: -108.692 valid_0's l2: 326.731
[23] valid_0's poisson: -108.572 valid_0's l2: 324.476
[24] valid_0's poisson: -108.458 valid_0's l2: 319.56
[25] valid_0's poisson: -108.508 valid_0's l2: 319.054
[26] valid_0's poisson: -108.464 valid_0's l2: 315.167
[27] valid_0's poisson: -108.477 valid_0's l2: 314.65
[28] valid_0's poisson: -108.515 valid_0's l2: 312.628
[29] valid_0's poisson: -108.534 valid_0's l2: 311.624
[30] valid_0's poisson: -108.464 valid_0's l2: 309.067
[31] valid_0's poisson: -108.487 valid_0's l2: 308.262
[32] valid_0's poisson: -108.392 valid_0's l2: 305.128
[33] valid_0's poisson: -108.368 valid_0's l2: 304.226
[34] valid_0's poisson: -108.361 valid_0's l2: 302.892
[35] valid_0's poisson: -108.367 valid_0's l2: 302.482
[36] valid_0's poisson: -108.28 valid_0's l2: 301.431
[37] valid_0's poisson: -108.226 valid_0's l2: 298.105
[38] valid_0's poisson: -108.243 valid_0's l2: 296.527
[39] valid_0's poisson: -108.149 valid_0's l2: 295.53
[40] valid_0's poisson: -107.993 valid_0's l2: 294.704
[41] valid_0's poisson: -107.926 valid_0's l2: 293.939
[42] valid_0's poisson: -107.99 valid_0's l2: 293.807
[43] valid_0's poisson: -107.982 valid_0's l2: 293.741
[44] valid_0's poisson: -107.96 valid_0's l2: 292.993
[45] valid_0's poisson: -107.905 valid_0's l2: 290.604
[46] valid_0's poisson: -107.847 valid_0's l2: 290.421
[47] valid_0's poisson: -107.853 valid_0's l2: 290.136
[48] valid_0's poisson: -107.906 valid_0's l2: 289.938
[49] valid_0's poisson: -107.933 valid_0's l2: 289.789
[50] valid_0's poisson: -107.811 valid_0's l2: 289.248
[51] valid_0's poisson: -107.742 valid_0's l2: 288.169
[52] valid_0's poisson: -107.796 valid_0's l2: 286.789
[53] valid_0's poisson: -107.873 valid_0's l2: 286.368
[54] valid_0's poisson: -107.774 valid_0's l2: 286.786
[55] valid_0's poisson: -107.77 valid_0's l2: 286.736
[56] valid_0's poisson: -107.774 valid_0's l2: 286.436
[57] valid_0's poisson: -107.759 valid_0's l2: 286.268
[58] valid_0's poisson: -107.757 valid_0's l2: 285.952
[59] valid_0's poisson: -107.716 valid_0's l2: 284.468
[60] valid_0's poisson: -107.66 valid_0's l2: 282.956
[61] valid_0's poisson: -107.601 valid_0's l2: 283.504
[62] valid_0's poisson: -107.638 valid_0's l2: 283.544
[63] valid_0's poisson: -107.651 valid_0's l2: 283.198
[64] valid_0's poisson: -107.686 valid_0's l2: 282.936
[65] valid_0's poisson: -107.606 valid_0's l2: 282.786
[66] valid_0's poisson: -107.563 valid_0's l2: 282.06
[67] valid_0's poisson: -107.569 valid_0's l2: 281.897
[68] valid_0's poisson: -107.601 valid_0's l2: 281.446
[69] valid_0's poisson: -107.705 valid_0's l2: 279.155
[70] valid_0's poisson: -107.847 valid_0's l2: 278.587
[71] valid_0's poisson: -107.761 valid_0's l2: 278.162
[72] valid_0's poisson: -107.775 valid_0's l2: 278.577
[73] valid_0's poisson: -107.817 valid_0's l2: 278.537
[74] valid_0's poisson: -107.803 valid_0's l2: 277.939
[75] valid_0's poisson: -107.724 valid_0's l2: 277.421
[76] valid_0's poisson: -107.711 valid_0's l2: 276.319
[77] valid_0's poisson: -107.732 valid_0's l2: 275.659
[78] valid_0's poisson: -107.751 valid_0's l2: 275.654
[79] valid_0's poisson: -107.727 valid_0's l2: 275.26
[80] valid_0's poisson: -107.675 valid_0's l2: 274.754
[81] valid_0's poisson: -107.67 valid_0's l2: 274.549
[82] valid_0's poisson: -107.657 valid_0's l2: 274.481
[83] valid_0's poisson: -107.578 valid_0's l2: 274.417
[84] valid_0's poisson: -107.635 valid_0's l2: 274.702
[85] valid_0's poisson: -107.665 valid_0's l2: 274.859
[86] valid_0's poisson: -107.633 valid_0's l2: 274.619
[87] valid_0's poisson: -107.532 valid_0's l2: 274.143
[88] valid_0's poisson: -107.628 valid_0's l2: 274.204
[89] valid_0's poisson: -107.6 valid_0's l2: 273.116
[90] valid_0's poisson: -107.6 valid_0's l2: 273.154
[91] valid_0's poisson: -107.581 valid_0's l2: 273.409
[92] valid_0's poisson: -107.617 valid_0's l2: 273.344
[93] valid_0's poisson: -107.615 valid_0's l2: 272.867
[94] valid_0's poisson: -107.641 valid_0's l2: 272.937
[95] valid_0's poisson: -107.649 valid_0's l2: 272.533
[96] valid_0's poisson: -107.644 valid_0's l2: 271.776
[97] valid_0's poisson: -107.634 valid_0's l2: 270.865
[98] valid_0's poisson: -107.555 valid_0's l2: 270.778
[99] valid_0's poisson: -107.51 valid_0's l2: 270.734
[100] valid_0's poisson: -107.483 valid_0's l2: 270.776
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.25, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -95.8576 valid_0's l2: 1559.8
[2] valid_0's poisson: -100.331 valid_0's l2: 1120.89
[3] valid_0's poisson: -102.978 valid_0's l2: 860.006
[4] valid_0's poisson: -104.747 valid_0's l2: 690.441
[5] valid_0's poisson: -105.892 valid_0's l2: 585.24
[6] valid_0's poisson: -106.67 valid_0's l2: 519.001
[7] valid_0's poisson: -107.322 valid_0's l2: 471.197
[8] valid_0's poisson: -107.783 valid_0's l2: 441.137
[9] valid_0's poisson: -108.08 valid_0's l2: 418.819
[10] valid_0's poisson: -108.367 valid_0's l2: 399.516
[11] valid_0's poisson: -108.546 valid_0's l2: 385.558
[12] valid_0's poisson: -108.67 valid_0's l2: 371.816
[13] valid_0's poisson: -108.719 valid_0's l2: 364.574
[14] valid_0's poisson: -108.764 valid_0's l2: 359.091
[15] valid_0's poisson: -108.799 valid_0's l2: 351.74
[16] valid_0's poisson: -108.801 valid_0's l2: 347.476
[17] valid_0's poisson: -108.796 valid_0's l2: 343.881
[18] valid_0's poisson: -108.783 valid_0's l2: 340.74
[19] valid_0's poisson: -108.738 valid_0's l2: 338.859
[20] valid_0's poisson: -108.624 valid_0's l2: 337.703
[21] valid_0's poisson: -108.677 valid_0's l2: 335.337
[22] valid_0's poisson: -108.708 valid_0's l2: 331.184
[23] valid_0's poisson: -108.655 valid_0's l2: 328.827
[24] valid_0's poisson: -108.614 valid_0's l2: 325.43
[25] valid_0's poisson: -108.536 valid_0's l2: 325.054
[26] valid_0's poisson: -108.538 valid_0's l2: 321.437
[27] valid_0's poisson: -108.617 valid_0's l2: 320.07
[28] valid_0's poisson: -108.541 valid_0's l2: 319.467
[29] valid_0's poisson: -108.482 valid_0's l2: 318.156
[30] valid_0's poisson: -108.508 valid_0's l2: 317.391
[31] valid_0's poisson: -108.486 valid_0's l2: 314.55
[32] valid_0's poisson: -108.414 valid_0's l2: 312.42
[33] valid_0's poisson: -108.458 valid_0's l2: 310.599
[34] valid_0's poisson: -108.409 valid_0's l2: 307.434
[35] valid_0's poisson: -108.317 valid_0's l2: 306.404
[36] valid_0's poisson: -108.204 valid_0's l2: 305.974
[37] valid_0's poisson: -108.274 valid_0's l2: 305.685
[38] valid_0's poisson: -108.267 valid_0's l2: 305.121
[39] valid_0's poisson: -108.232 valid_0's l2: 304.033
[40] valid_0's poisson: -108.26 valid_0's l2: 303.365
[41] valid_0's poisson: -108.188 valid_0's l2: 302.433
[42] valid_0's poisson: -108.136 valid_0's l2: 300.995
[43] valid_0's poisson: -108.161 valid_0's l2: 299.357
[44] valid_0's poisson: -108.183 valid_0's l2: 298.498
[45] valid_0's poisson: -108.172 valid_0's l2: 297.393
[46] valid_0's poisson: -108.173 valid_0's l2: 296.431
[47] valid_0's poisson: -108.211 valid_0's l2: 295.826
[48] valid_0's poisson: -108.144 valid_0's l2: 295.535
[49] valid_0's poisson: -108.138 valid_0's l2: 294.992
[50] valid_0's poisson: -108.231 valid_0's l2: 294.364
[51] valid_0's poisson: -108.233 valid_0's l2: 292.534
[52] valid_0's poisson: -108.124 valid_0's l2: 292.024
[53] valid_0's poisson: -108.123 valid_0's l2: 291.872
[54] valid_0's poisson: -108.134 valid_0's l2: 292.012
[55] valid_0's poisson: -108.11 valid_0's l2: 291.602
[56] valid_0's poisson: -108.116 valid_0's l2: 290.436
[57] valid_0's poisson: -108.081 valid_0's l2: 289.021
[58] valid_0's poisson: -108.08 valid_0's l2: 288.118
[59] valid_0's poisson: -107.927 valid_0's l2: 287.421
[60] valid_0's poisson: -107.931 valid_0's l2: 285.819
[61] valid_0's poisson: -108.019 valid_0's l2: 285.332
[62] valid_0's poisson: -107.933 valid_0's l2: 284.106
[63] valid_0's poisson: -108.009 valid_0's l2: 283.215
[64] valid_0's poisson: -108.012 valid_0's l2: 282.71
[65] valid_0's poisson: -107.999 valid_0's l2: 283.092
[66] valid_0's poisson: -107.942 valid_0's l2: 282.734
[67] valid_0's poisson: -107.939 valid_0's l2: 282.988
[68] valid_0's poisson: -107.921 valid_0's l2: 282.991
[69] valid_0's poisson: -107.92 valid_0's l2: 282.721
[70] valid_0's poisson: -107.911 valid_0's l2: 282.639
[71] valid_0's poisson: -107.967 valid_0's l2: 282.115
[72] valid_0's poisson: -107.923 valid_0's l2: 282.137
[73] valid_0's poisson: -108.066 valid_0's l2: 281.222
[74] valid_0's poisson: -108.071 valid_0's l2: 281.417
[75] valid_0's poisson: -108.013 valid_0's l2: 280.368
[76] valid_0's poisson: -107.991 valid_0's l2: 279.957
[77] valid_0's poisson: -107.942 valid_0's l2: 279.565
[78] valid_0's poisson: -107.992 valid_0's l2: 279.231
[79] valid_0's poisson: -108.22 valid_0's l2: 279.066
[80] valid_0's poisson: -108.228 valid_0's l2: 278.666
[81] valid_0's poisson: -108.179 valid_0's l2: 278.563
[82] valid_0's poisson: -108.174 valid_0's l2: 278.469
[83] valid_0's poisson: -108.091 valid_0's l2: 278.617
[84] valid_0's poisson: -108.107 valid_0's l2: 277.991
[85] valid_0's poisson: -108.043 valid_0's l2: 278.007
[86] valid_0's poisson: -108.096 valid_0's l2: 278.31
[87] valid_0's poisson: -108.147 valid_0's l2: 277.705
[88] valid_0's poisson: -108.139 valid_0's l2: 276.51
[89] valid_0's poisson: -108.102 valid_0's l2: 276.606
[90] valid_0's poisson: -108.107 valid_0's l2: 276.483
[91] valid_0's poisson: -108.057 valid_0's l2: 276.197
[92] valid_0's poisson: -108.038 valid_0's l2: 275.763
[93] valid_0's poisson: -108.052 valid_0's l2: 275.734
[94] valid_0's poisson: -107.975 valid_0's l2: 275.446
[95] valid_0's poisson: -107.917 valid_0's l2: 274.943
[96] valid_0's poisson: -107.932 valid_0's l2: 275.241
[97] valid_0's poisson: -107.902 valid_0's l2: 275.511
[98] valid_0's poisson: -107.908 valid_0's l2: 275.614
[99] valid_0's poisson: -107.827 valid_0's l2: 275.067
[100] valid_0's poisson: -107.849 valid_0's l2: 274.428
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.25, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -95.895 valid_0's l2: 1558.66
[2] valid_0's poisson: -100.331 valid_0's l2: 1123.67
[3] valid_0's poisson: -103.046 valid_0's l2: 852.74
[4] valid_0's poisson: -104.736 valid_0's l2: 690.342
[5] valid_0's poisson: -105.91 valid_0's l2: 592.856
[6] valid_0's poisson: -106.711 valid_0's l2: 528.702
[7] valid_0's poisson: -107.34 valid_0's l2: 480.906
[8] valid_0's poisson: -107.769 valid_0's l2: 447.61
[9] valid_0's poisson: -108.115 valid_0's l2: 422.814
[10] valid_0's poisson: -108.326 valid_0's l2: 406.01
[11] valid_0's poisson: -108.511 valid_0's l2: 389.907
[12] valid_0's poisson: -108.671 valid_0's l2: 378.693
[13] valid_0's poisson: -108.79 valid_0's l2: 371.598
[14] valid_0's poisson: -108.83 valid_0's l2: 363.666
[15] valid_0's poisson: -108.836 valid_0's l2: 356.121
[16] valid_0's poisson: -108.86 valid_0's l2: 349.493
[17] valid_0's poisson: -108.882 valid_0's l2: 345.418
[18] valid_0's poisson: -108.833 valid_0's l2: 343.182
[19] valid_0's poisson: -108.885 valid_0's l2: 338.165
[20] valid_0's poisson: -108.897 valid_0's l2: 336.417
[21] valid_0's poisson: -108.881 valid_0's l2: 332.923
[22] valid_0's poisson: -108.856 valid_0's l2: 330.753
[23] valid_0's poisson: -108.844 valid_0's l2: 328.791
[24] valid_0's poisson: -108.776 valid_0's l2: 325.562
[25] valid_0's poisson: -108.725 valid_0's l2: 324.544
[26] valid_0's poisson: -108.715 valid_0's l2: 323.897
[27] valid_0's poisson: -108.722 valid_0's l2: 321.73
[28] valid_0's poisson: -108.74 valid_0's l2: 318.932
[29] valid_0's poisson: -108.7 valid_0's l2: 319.04
[30] valid_0's poisson: -108.538 valid_0's l2: 317.522
[31] valid_0's poisson: -108.614 valid_0's l2: 316.488
[32] valid_0's poisson: -108.611 valid_0's l2: 314.414
[33] valid_0's poisson: -108.534 valid_0's l2: 313.407
[34] valid_0's poisson: -108.519 valid_0's l2: 312.243
[35] valid_0's poisson: -108.523 valid_0's l2: 311.697
[36] valid_0's poisson: -108.504 valid_0's l2: 311.533
[37] valid_0's poisson: -108.49 valid_0's l2: 311.201
[38] valid_0's poisson: -108.432 valid_0's l2: 310.59
[39] valid_0's poisson: -108.519 valid_0's l2: 309.44
[40] valid_0's poisson: -108.285 valid_0's l2: 307.356
[41] valid_0's poisson: -108.352 valid_0's l2: 307.094
[42] valid_0's poisson: -108.37 valid_0's l2: 306.941
[43] valid_0's poisson: -108.321 valid_0's l2: 306.621
[44] valid_0's poisson: -108.31 valid_0's l2: 305.839
[45] valid_0's poisson: -108.267 valid_0's l2: 305.118
[46] valid_0's poisson: -108.222 valid_0's l2: 303.424
[47] valid_0's poisson: -108.304 valid_0's l2: 303.367
[48] valid_0's poisson: -108.246 valid_0's l2: 301.136
[49] valid_0's poisson: -108.169 valid_0's l2: 299.483
[50] valid_0's poisson: -108.259 valid_0's l2: 298.709
[51] valid_0's poisson: -108.298 valid_0's l2: 297.789
[52] valid_0's poisson: -108.278 valid_0's l2: 296.922
[53] valid_0's poisson: -108.199 valid_0's l2: 296.938
[54] valid_0's poisson: -108.269 valid_0's l2: 296.8
[55] valid_0's poisson: -108.185 valid_0's l2: 296.018
[56] valid_0's poisson: -108.155 valid_0's l2: 295.554
[57] valid_0's poisson: -108.167 valid_0's l2: 295.513
[58] valid_0's poisson: -108.23 valid_0's l2: 294.811
[59] valid_0's poisson: -108.258 valid_0's l2: 293.28
[60] valid_0's poisson: -108.192 valid_0's l2: 293.149
[61] valid_0's poisson: -108.207 valid_0's l2: 293.184
[62] valid_0's poisson: -108.265 valid_0's l2: 292.049
[63] valid_0's poisson: -108.114 valid_0's l2: 291.943
[64] valid_0's poisson: -108.136 valid_0's l2: 291.38
[65] valid_0's poisson: -108.128 valid_0's l2: 291.067
[66] valid_0's poisson: -108.084 valid_0's l2: 290.93
[67] valid_0's poisson: -108.014 valid_0's l2: 288.753
[68] valid_0's poisson: -108.041 valid_0's l2: 288.277
[69] valid_0's poisson: -108.007 valid_0's l2: 288.143
[70] valid_0's poisson: -108.008 valid_0's l2: 286.716
[71] valid_0's poisson: -108.01 valid_0's l2: 286.399
[72] valid_0's poisson: -107.961 valid_0's l2: 285.613
[73] valid_0's poisson: -107.997 valid_0's l2: 283.63
[74] valid_0's poisson: -108.019 valid_0's l2: 282.84
[75] valid_0's poisson: -108.01 valid_0's l2: 282.71
[76] valid_0's poisson: -107.98 valid_0's l2: 282.758
[77] valid_0's poisson: -107.956 valid_0's l2: 282.435
[78] valid_0's poisson: -107.977 valid_0's l2: 281.552
[79] valid_0's poisson: -107.951 valid_0's l2: 280.239
[80] valid_0's poisson: -107.98 valid_0's l2: 280.619
[81] valid_0's poisson: -107.958 valid_0's l2: 279.676
[82] valid_0's poisson: -107.938 valid_0's l2: 279.353
[83] valid_0's poisson: -107.951 valid_0's l2: 279.251
[84] valid_0's poisson: -107.964 valid_0's l2: 279.38
[85] valid_0's poisson: -107.969 valid_0's l2: 278.546
[86] valid_0's poisson: -107.992 valid_0's l2: 278.047
[87] valid_0's poisson: -107.988 valid_0's l2: 278.366
[88] valid_0's poisson: -107.932 valid_0's l2: 278.145
[89] valid_0's poisson: -107.929 valid_0's l2: 277.86
[90] valid_0's poisson: -107.957 valid_0's l2: 277.518
[91] valid_0's poisson: -107.935 valid_0's l2: 277.327
[92] valid_0's poisson: -107.972 valid_0's l2: 276.557
[93] valid_0's poisson: -108.012 valid_0's l2: 276.019
[94] valid_0's poisson: -108.016 valid_0's l2: 275.576
[95] valid_0's poisson: -107.976 valid_0's l2: 275.483
[96] valid_0's poisson: -107.924 valid_0's l2: 275.161
[97] valid_0's poisson: -107.958 valid_0's l2: 274.064
[98] valid_0's poisson: -107.939 valid_0's l2: 273.853
[99] valid_0's poisson: -107.941 valid_0's l2: 273.854
[100] valid_0's poisson: -107.942 valid_0's l2: 273.745
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.25, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -95.8304 valid_0's l2: 1562.09
[2] valid_0's poisson: -100.258 valid_0's l2: 1129.1
[3] valid_0's poisson: -103.01 valid_0's l2: 857.416
[4] valid_0's poisson: -104.755 valid_0's l2: 689.563
[5] valid_0's poisson: -105.947 valid_0's l2: 585.88
[6] valid_0's poisson: -106.759 valid_0's l2: 518.899
[7] valid_0's poisson: -107.354 valid_0's l2: 476.01
[8] valid_0's poisson: -107.758 valid_0's l2: 445.583
[9] valid_0's poisson: -108.082 valid_0's l2: 421.586
[10] valid_0's poisson: -108.314 valid_0's l2: 402.432
[11] valid_0's poisson: -108.505 valid_0's l2: 388.817
[12] valid_0's poisson: -108.581 valid_0's l2: 378.023
[13] valid_0's poisson: -108.606 valid_0's l2: 369.666
[14] valid_0's poisson: -108.703 valid_0's l2: 362.713
[15] valid_0's poisson: -108.791 valid_0's l2: 358.139
[16] valid_0's poisson: -108.737 valid_0's l2: 352.989
[17] valid_0's poisson: -108.685 valid_0's l2: 349.786
[18] valid_0's poisson: -108.678 valid_0's l2: 347.579
[19] valid_0's poisson: -108.597 valid_0's l2: 343.968
[20] valid_0's poisson: -108.655 valid_0's l2: 341.349
[21] valid_0's poisson: -108.679 valid_0's l2: 340.422
[22] valid_0's poisson: -108.602 valid_0's l2: 336.344
[23] valid_0's poisson: -108.583 valid_0's l2: 335.925
[24] valid_0's poisson: -108.552 valid_0's l2: 336.266
[25] valid_0's poisson: -108.461 valid_0's l2: 333.662
[26] valid_0's poisson: -108.476 valid_0's l2: 329.056
[27] valid_0's poisson: -108.4 valid_0's l2: 326.648
[28] valid_0's poisson: -108.454 valid_0's l2: 324.166
[29] valid_0's poisson: -108.219 valid_0's l2: 322.726
[30] valid_0's poisson: -108.037 valid_0's l2: 321.521
[31] valid_0's poisson: -107.943 valid_0's l2: 320.229
[32] valid_0's poisson: -107.963 valid_0's l2: 318.822
[33] valid_0's poisson: -108.014 valid_0's l2: 318.346
[34] valid_0's poisson: -107.888 valid_0's l2: 318.062
[35] valid_0's poisson: -107.941 valid_0's l2: 317.375
[36] valid_0's poisson: -107.936 valid_0's l2: 316.965
[37] valid_0's poisson: -108.011 valid_0's l2: 316.828
[38] valid_0's poisson: -107.959 valid_0's l2: 315.192
[39] valid_0's poisson: -107.965 valid_0's l2: 314.123
[40] valid_0's poisson: -107.847 valid_0's l2: 313.779
[41] valid_0's poisson: -107.743 valid_0's l2: 313.334
[42] valid_0's poisson: -107.748 valid_0's l2: 313.156
[43] valid_0's poisson: -107.661 valid_0's l2: 312.965
[44] valid_0's poisson: -107.571 valid_0's l2: 312.103
[45] valid_0's poisson: -107.639 valid_0's l2: 311.336
[46] valid_0's poisson: -107.586 valid_0's l2: 309.386
[47] valid_0's poisson: -107.654 valid_0's l2: 308.188
[48] valid_0's poisson: -107.737 valid_0's l2: 306.786
[49] valid_0's poisson: -107.694 valid_0's l2: 304.058
[50] valid_0's poisson: -107.783 valid_0's l2: 304.118
[51] valid_0's poisson: -107.804 valid_0's l2: 303.467
[52] valid_0's poisson: -107.641 valid_0's l2: 303.087
[53] valid_0's poisson: -107.575 valid_0's l2: 302.787
[54] valid_0's poisson: -107.604 valid_0's l2: 301.855
[55] valid_0's poisson: -107.574 valid_0's l2: 301.108
[56] valid_0's poisson: -107.435 valid_0's l2: 300.394
[57] valid_0's poisson: -107.439 valid_0's l2: 300.324
[58] valid_0's poisson: -107.401 valid_0's l2: 298.927
[59] valid_0's poisson: -107.362 valid_0's l2: 298.736
[60] valid_0's poisson: -107.268 valid_0's l2: 298.756
[61] valid_0's poisson: -107.236 valid_0's l2: 296.922
[62] valid_0's poisson: -107.242 valid_0's l2: 297.09
[63] valid_0's poisson: -107.416 valid_0's l2: 296.246
[64] valid_0's poisson: -107.429 valid_0's l2: 294.478
[65] valid_0's poisson: -107.448 valid_0's l2: 294.18
[66] valid_0's poisson: -107.425 valid_0's l2: 292.744
[67] valid_0's poisson: -107.422 valid_0's l2: 292.875
[68] valid_0's poisson: -107.233 valid_0's l2: 292.458
[69] valid_0's poisson: -107.449 valid_0's l2: 291.095
[70] valid_0's poisson: -107.592 valid_0's l2: 290.945
[71] valid_0's poisson: -107.508 valid_0's l2: 291.153
[72] valid_0's poisson: -107.498 valid_0's l2: 291.214
[73] valid_0's poisson: -107.5 valid_0's l2: 290.923
[74] valid_0's poisson: -107.516 valid_0's l2: 290.051
[75] valid_0's poisson: -107.439 valid_0's l2: 288.953
[76] valid_0's poisson: -107.417 valid_0's l2: 288.716
[77] valid_0's poisson: -107.431 valid_0's l2: 288.093
[78] valid_0's poisson: -107.408 valid_0's l2: 288.21
[79] valid_0's poisson: -107.348 valid_0's l2: 288.611
[80] valid_0's poisson: -107.352 valid_0's l2: 288.67
[81] valid_0's poisson: -107.362 valid_0's l2: 287.241
[82] valid_0's poisson: -107.362 valid_0's l2: 287.495
[83] valid_0's poisson: -107.36 valid_0's l2: 287.614
[84] valid_0's poisson: -107.36 valid_0's l2: 287.419
[85] valid_0's poisson: -107.36 valid_0's l2: 287.493
[86] valid_0's poisson: -107.369 valid_0's l2: 287.244
[87] valid_0's poisson: -107.317 valid_0's l2: 287.386
[88] valid_0's poisson: -107.339 valid_0's l2: 287.249
[89] valid_0's poisson: -107.359 valid_0's l2: 286.939
[90] valid_0's poisson: -107.31 valid_0's l2: 287.149
[91] valid_0's poisson: -107.292 valid_0's l2: 286.525
[92] valid_0's poisson: -107.317 valid_0's l2: 286.179
[93] valid_0's poisson: -107.387 valid_0's l2: 286.112
[94] valid_0's poisson: -107.359 valid_0's l2: 285.821
[95] valid_0's poisson: -107.321 valid_0's l2: 285.486
[96] valid_0's poisson: -107.363 valid_0's l2: 285.155
[97] valid_0's poisson: -107.374 valid_0's l2: 284.919
[98] valid_0's poisson: -107.41 valid_0's l2: 284.805
[99] valid_0's poisson: -107.382 valid_0's l2: 284.933
[100] valid_0's poisson: -107.381 valid_0's l2: 284.948
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -106.943 valid_0's l2: 584.468
[2] valid_0's poisson: -104.375 valid_0's l2: 518.601
[3] valid_0's poisson: -102.329 valid_0's l2: 480.869
[4] valid_0's poisson: -102.394 valid_0's l2: 473.096
[5] valid_0's poisson: -100.796 valid_0's l2: 450.781
[6] valid_0's poisson: -99.5758 valid_0's l2: 432.599
[7] valid_0's poisson: -99.6629 valid_0's l2: 424.57
[8] valid_0's poisson: -98.2203 valid_0's l2: 420.312
[9] valid_0's poisson: -98.5026 valid_0's l2: 417.351
[10] valid_0's poisson: -99.1086 valid_0's l2: 409.613
[11] valid_0's poisson: -99.4546 valid_0's l2: 396.179
[12] valid_0's poisson: -98.1703 valid_0's l2: 392.313
[13] valid_0's poisson: -97.532 valid_0's l2: 392.932
[14] valid_0's poisson: -97.7865 valid_0's l2: 392.686
[15] valid_0's poisson: -98.3501 valid_0's l2: 390.651
[16] valid_0's poisson: -97.2283 valid_0's l2: 393.711
[17] valid_0's poisson: -97.5425 valid_0's l2: 387.881
[18] valid_0's poisson: -97.3765 valid_0's l2: 384.975
[19] valid_0's poisson: -97.539 valid_0's l2: 387.216
[20] valid_0's poisson: -97.5116 valid_0's l2: 386.507
[21] valid_0's poisson: -97.0508 valid_0's l2: 383.105
[22] valid_0's poisson: -97.0761 valid_0's l2: 380.525
[23] valid_0's poisson: -96.8625 valid_0's l2: 380.314
[24] valid_0's poisson: -96.8436 valid_0's l2: 384.221
[25] valid_0's poisson: -96.3452 valid_0's l2: 383.003
[26] valid_0's poisson: -96.4305 valid_0's l2: 382.672
[27] valid_0's poisson: -96.0253 valid_0's l2: 384.54
[28] valid_0's poisson: -95.9601 valid_0's l2: 385.027
[29] valid_0's poisson: -95.8206 valid_0's l2: 384.364
[30] valid_0's poisson: -95.8116 valid_0's l2: 383.683
[31] valid_0's poisson: -96.2271 valid_0's l2: 381.887
[32] valid_0's poisson: -97.2252 valid_0's l2: 383.58
[33] valid_0's poisson: -96.8308 valid_0's l2: 383.571
[34] valid_0's poisson: -97.0276 valid_0's l2: 384.724
[35] valid_0's poisson: -97.1424 valid_0's l2: 386.25
[36] valid_0's poisson: -97.0168 valid_0's l2: 387.103
[37] valid_0's poisson: -97.1005 valid_0's l2: 387.742
[38] valid_0's poisson: -96.4238 valid_0's l2: 382.711
[39] valid_0's poisson: -95.9945 valid_0's l2: 381.363
[40] valid_0's poisson: -96.2515 valid_0's l2: 379.063
[41] valid_0's poisson: -96.2094 valid_0's l2: 379.459
[42] valid_0's poisson: -96.5486 valid_0's l2: 380.138
[43] valid_0's poisson: -96.2904 valid_0's l2: 380.72
[44] valid_0's poisson: -95.1227 valid_0's l2: 382.49
[45] valid_0's poisson: -95.5029 valid_0's l2: 382.662
[46] valid_0's poisson: -95.3491 valid_0's l2: 382.43
[47] valid_0's poisson: -94.8956 valid_0's l2: 380.946
[48] valid_0's poisson: -94.8574 valid_0's l2: 381.807
[49] valid_0's poisson: -94.7689 valid_0's l2: 380.751
[50] valid_0's poisson: -94.7721 valid_0's l2: 380.444
[51] valid_0's poisson: -94.0446 valid_0's l2: 381.512
[52] valid_0's poisson: -94.6693 valid_0's l2: 381.741
[53] valid_0's poisson: -95.0864 valid_0's l2: 384.439
[54] valid_0's poisson: -95.4583 valid_0's l2: 381.441
[55] valid_0's poisson: -95.3226 valid_0's l2: 383.678
[56] valid_0's poisson: -95.1533 valid_0's l2: 385.068
[57] valid_0's poisson: -95.1306 valid_0's l2: 384.88
[58] valid_0's poisson: -95.1322 valid_0's l2: 382.78
[59] valid_0's poisson: -95.0504 valid_0's l2: 384.631
[60] valid_0's poisson: -95.4174 valid_0's l2: 383.625
[61] valid_0's poisson: -96.0134 valid_0's l2: 384.028
[62] valid_0's poisson: -95.8649 valid_0's l2: 384.714
[63] valid_0's poisson: -96.0549 valid_0's l2: 384.606
[64] valid_0's poisson: -95.9263 valid_0's l2: 384.228
[65] valid_0's poisson: -96.0386 valid_0's l2: 384.044
[66] valid_0's poisson: -96.1355 valid_0's l2: 383.182
[67] valid_0's poisson: -95.9646 valid_0's l2: 384.323
[68] valid_0's poisson: -95.9754 valid_0's l2: 384.828
[69] valid_0's poisson: -95.9789 valid_0's l2: 385.896
[70] valid_0's poisson: -95.8486 valid_0's l2: 384.054
[71] valid_0's poisson: -95.8243 valid_0's l2: 385.35
[72] valid_0's poisson: -96.1241 valid_0's l2: 385.931
[73] valid_0's poisson: -96.0006 valid_0's l2: 385.569
[74] valid_0's poisson: -96.2922 valid_0's l2: 384.223
[75] valid_0's poisson: -96.3818 valid_0's l2: 384.482
[76] valid_0's poisson: -95.8289 valid_0's l2: 385.966
[77] valid_0's poisson: -96.1561 valid_0's l2: 385.324
[78] valid_0's poisson: -96.2849 valid_0's l2: 384.087
[79] valid_0's poisson: -95.5744 valid_0's l2: 385.249
[80] valid_0's poisson: -95.3602 valid_0's l2: 385.319
[81] valid_0's poisson: -95.6227 valid_0's l2: 384.294
[82] valid_0's poisson: -96.0376 valid_0's l2: 383.93
[83] valid_0's poisson: -95.9677 valid_0's l2: 383.713
[84] valid_0's poisson: -95.9882 valid_0's l2: 381.792
[85] valid_0's poisson: -95.3448 valid_0's l2: 382.467
[86] valid_0's poisson: -95.5448 valid_0's l2: 380.394
[87] valid_0's poisson: -95.8761 valid_0's l2: 379.716
[88] valid_0's poisson: -95.8114 valid_0's l2: 379.983
[89] valid_0's poisson: -95.6321 valid_0's l2: 380.657
[90] valid_0's poisson: -95.471 valid_0's l2: 381.164
[91] valid_0's poisson: -95.3006 valid_0's l2: 381.27
[92] valid_0's poisson: -95.351 valid_0's l2: 382.312
[93] valid_0's poisson: -95.4952 valid_0's l2: 383.666
[94] valid_0's poisson: -96.2368 valid_0's l2: 381.518
[95] valid_0's poisson: -96.0057 valid_0's l2: 381.837
[96] valid_0's poisson: -96.3224 valid_0's l2: 379.768
[97] valid_0's poisson: -96.1461 valid_0's l2: 379.204
[98] valid_0's poisson: -96.5117 valid_0's l2: 379.194
[99] valid_0's poisson: -96.5801 valid_0's l2: 379.748
[100] valid_0's poisson: -96.6939 valid_0's l2: 380.698
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -106.353 valid_0's l2: 606.621
[2] valid_0's poisson: -105.454 valid_0's l2: 511.617
[3] valid_0's poisson: -105.29 valid_0's l2: 482.47
[4] valid_0's poisson: -103.358 valid_0's l2: 452.98
[5] valid_0's poisson: -104.768 valid_0's l2: 418.674
[6] valid_0's poisson: -104.465 valid_0's l2: 415.455
[7] valid_0's poisson: -104.063 valid_0's l2: 413.365
[8] valid_0's poisson: -104.092 valid_0's l2: 410.419
[9] valid_0's poisson: -103.309 valid_0's l2: 396.884
[10] valid_0's poisson: -102.921 valid_0's l2: 392.219
[11] valid_0's poisson: -102.905 valid_0's l2: 387.665
[12] valid_0's poisson: -102.887 valid_0's l2: 386.999
[13] valid_0's poisson: -102.603 valid_0's l2: 388.846
[14] valid_0's poisson: -101.937 valid_0's l2: 385.512
[15] valid_0's poisson: -101.923 valid_0's l2: 376.555
[16] valid_0's poisson: -101.339 valid_0's l2: 375.181
[17] valid_0's poisson: -100.994 valid_0's l2: 374.932
[18] valid_0's poisson: -100.752 valid_0's l2: 371.77
[19] valid_0's poisson: -100.502 valid_0's l2: 371.26
[20] valid_0's poisson: -100.321 valid_0's l2: 368.381
[21] valid_0's poisson: -100.762 valid_0's l2: 365.9
[22] valid_0's poisson: -100.759 valid_0's l2: 368.606
[23] valid_0's poisson: -100.431 valid_0's l2: 369.197
[24] valid_0's poisson: -100.31 valid_0's l2: 369.665
[25] valid_0's poisson: -100.535 valid_0's l2: 367.387
[26] valid_0's poisson: -100.684 valid_0's l2: 367.036
[27] valid_0's poisson: -101.356 valid_0's l2: 365.96
[28] valid_0's poisson: -101.109 valid_0's l2: 369.054
[29] valid_0's poisson: -100.024 valid_0's l2: 370.181
[30] valid_0's poisson: -99.448 valid_0's l2: 371.232
[31] valid_0's poisson: -99.4512 valid_0's l2: 371.995
[32] valid_0's poisson: -99.9582 valid_0's l2: 369.523
[33] valid_0's poisson: -100.23 valid_0's l2: 368.724
[34] valid_0's poisson: -100.176 valid_0's l2: 367.437
[35] valid_0's poisson: -99.8805 valid_0's l2: 368.688
[36] valid_0's poisson: -99.4793 valid_0's l2: 368.162
[37] valid_0's poisson: -99.325 valid_0's l2: 368.104
[38] valid_0's poisson: -99.3707 valid_0's l2: 368.166
[39] valid_0's poisson: -99.4483 valid_0's l2: 369.989
[40] valid_0's poisson: -99.5699 valid_0's l2: 369.504
[41] valid_0's poisson: -100.016 valid_0's l2: 369.128
[42] valid_0's poisson: -100.048 valid_0's l2: 370.052
[43] valid_0's poisson: -100.004 valid_0's l2: 369.459
[44] valid_0's poisson: -99.5354 valid_0's l2: 369.544
[45] valid_0's poisson: -100.01 valid_0's l2: 368.3
[46] valid_0's poisson: -99.7814 valid_0's l2: 369.557
[47] valid_0's poisson: -98.9552 valid_0's l2: 367.976
[48] valid_0's poisson: -99.5942 valid_0's l2: 365.842
[49] valid_0's poisson: -99.2976 valid_0's l2: 368.032
[50] valid_0's poisson: -99.1078 valid_0's l2: 368.581
[51] valid_0's poisson: -98.7618 valid_0's l2: 372.675
[52] valid_0's poisson: -98.481 valid_0's l2: 372.845
[53] valid_0's poisson: -98.479 valid_0's l2: 373.546
[54] valid_0's poisson: -98.7682 valid_0's l2: 373.38
[55] valid_0's poisson: -98.4658 valid_0's l2: 373.25
[56] valid_0's poisson: -98.5103 valid_0's l2: 372.68
[57] valid_0's poisson: -98.6648 valid_0's l2: 372.852
[58] valid_0's poisson: -98.3255 valid_0's l2: 370.616
[59] valid_0's poisson: -98.808 valid_0's l2: 371.457
[60] valid_0's poisson: -98.9011 valid_0's l2: 371.16
[61] valid_0's poisson: -98.9188 valid_0's l2: 371.582
[62] valid_0's poisson: -99.3186 valid_0's l2: 371.239
[63] valid_0's poisson: -99.5417 valid_0's l2: 371.263
[64] valid_0's poisson: -99.6594 valid_0's l2: 372.267
[65] valid_0's poisson: -99.2972 valid_0's l2: 373.184
[66] valid_0's poisson: -99.3797 valid_0's l2: 372.411
[67] valid_0's poisson: -99.4015 valid_0's l2: 373.869
[68] valid_0's poisson: -99.322 valid_0's l2: 373.712
[69] valid_0's poisson: -99.3296 valid_0's l2: 374.117
[70] valid_0's poisson: -99.4271 valid_0's l2: 373.335
[71] valid_0's poisson: -99.1138 valid_0's l2: 372.137
[72] valid_0's poisson: -99.1634 valid_0's l2: 374.113
[73] valid_0's poisson: -99.2093 valid_0's l2: 374.725
[74] valid_0's poisson: -99.4244 valid_0's l2: 374.704
[75] valid_0's poisson: -99.1674 valid_0's l2: 376.217
[76] valid_0's poisson: -99.4605 valid_0's l2: 376.031
[77] valid_0's poisson: -99.4782 valid_0's l2: 372.272
[78] valid_0's poisson: -99.0927 valid_0's l2: 372.148
[79] valid_0's poisson: -98.9898 valid_0's l2: 372.444
[80] valid_0's poisson: -99.0998 valid_0's l2: 371.261
[81] valid_0's poisson: -99.0677 valid_0's l2: 371.465
[82] valid_0's poisson: -99.3374 valid_0's l2: 372.391
[83] valid_0's poisson: -99.5667 valid_0's l2: 369.506
[84] valid_0's poisson: -99.4706 valid_0's l2: 367.88
[85] valid_0's poisson: -99.4522 valid_0's l2: 367.956
[86] valid_0's poisson: -99.1667 valid_0's l2: 368.429
[87] valid_0's poisson: -99.0794 valid_0's l2: 367.533
[88] valid_0's poisson: -99.0227 valid_0's l2: 366.78
[89] valid_0's poisson: -98.9718 valid_0's l2: 366.774
[90] valid_0's poisson: -99.1403 valid_0's l2: 366.507
[91] valid_0's poisson: -98.7064 valid_0's l2: 366.535
[92] valid_0's poisson: -98.7809 valid_0's l2: 366.034
[93] valid_0's poisson: -98.4997 valid_0's l2: 366.724
[94] valid_0's poisson: -98.5179 valid_0's l2: 366.339
[95] valid_0's poisson: -98.4413 valid_0's l2: 366.629
[96] valid_0's poisson: -98.7514 valid_0's l2: 366.571
[97] valid_0's poisson: -98.7614 valid_0's l2: 365.532
[98] valid_0's poisson: -98.9329 valid_0's l2: 367.312
[99] valid_0's poisson: -98.8634 valid_0's l2: 366.31
[100] valid_0's poisson: -98.4671 valid_0's l2: 365.557
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -107.017 valid_0's l2: 568.777
[2] valid_0's poisson: -103.501 valid_0's l2: 471.917
[3] valid_0's poisson: -103.202 valid_0's l2: 460.124
[4] valid_0's poisson: -100.987 valid_0's l2: 446.403
[5] valid_0's poisson: -100.843 valid_0's l2: 423.869
[6] valid_0's poisson: -100.971 valid_0's l2: 416.029
[7] valid_0's poisson: -99.9413 valid_0's l2: 409.302
[8] valid_0's poisson: -100.285 valid_0's l2: 399.35
[9] valid_0's poisson: -99.3637 valid_0's l2: 393.261
[10] valid_0's poisson: -99.4731 valid_0's l2: 391.857
[11] valid_0's poisson: -99.3135 valid_0's l2: 389.658
[12] valid_0's poisson: -98.1034 valid_0's l2: 393.412
[13] valid_0's poisson: -97.6812 valid_0's l2: 396.226
[14] valid_0's poisson: -98.4643 valid_0's l2: 386.455
[15] valid_0's poisson: -98.3032 valid_0's l2: 385.438
[16] valid_0's poisson: -97.5621 valid_0's l2: 379.37
[17] valid_0's poisson: -98.0459 valid_0's l2: 378.549
[18] valid_0's poisson: -97.8063 valid_0's l2: 377.678
[19] valid_0's poisson: -98.5561 valid_0's l2: 376.598
[20] valid_0's poisson: -97.5872 valid_0's l2: 377.56
[21] valid_0's poisson: -97.3114 valid_0's l2: 377.733
[22] valid_0's poisson: -96.8624 valid_0's l2: 377.374
[23] valid_0's poisson: -97.01 valid_0's l2: 381.724
[24] valid_0's poisson: -96.8782 valid_0's l2: 382.414
[25] valid_0's poisson: -96.6544 valid_0's l2: 377.612
[26] valid_0's poisson: -96.6467 valid_0's l2: 375.444
[27] valid_0's poisson: -96.2038 valid_0's l2: 374.719
[28] valid_0's poisson: -96.493 valid_0's l2: 375.391
[29] valid_0's poisson: -96.8312 valid_0's l2: 373.184
[30] valid_0's poisson: -97.2583 valid_0's l2: 370.86
[31] valid_0's poisson: -97.2068 valid_0's l2: 372.002
[32] valid_0's poisson: -96.9587 valid_0's l2: 372.287
[33] valid_0's poisson: -97.0303 valid_0's l2: 372.19
[34] valid_0's poisson: -97.0131 valid_0's l2: 374.502
[35] valid_0's poisson: -96.877 valid_0's l2: 375.915
[36] valid_0's poisson: -97.7662 valid_0's l2: 371.337
[37] valid_0's poisson: -97.6184 valid_0's l2: 373.031
[38] valid_0's poisson: -97.8325 valid_0's l2: 372.291
[39] valid_0's poisson: -98.2475 valid_0's l2: 372.565
[40] valid_0's poisson: -97.9429 valid_0's l2: 371.618
[41] valid_0's poisson: -97.2075 valid_0's l2: 371.512
[42] valid_0's poisson: -96.9668 valid_0's l2: 371.683
[43] valid_0's poisson: -96.6808 valid_0's l2: 372.089
[44] valid_0's poisson: -96.7018 valid_0's l2: 373.41
[45] valid_0's poisson: -97.1443 valid_0's l2: 371.752
[46] valid_0's poisson: -96.6762 valid_0's l2: 372.083
[47] valid_0's poisson: -96.747 valid_0's l2: 372.387
[48] valid_0's poisson: -96.6841 valid_0's l2: 373.914
[49] valid_0's poisson: -96.9575 valid_0's l2: 372.356
[50] valid_0's poisson: -97.0384 valid_0's l2: 373.894
[51] valid_0's poisson: -97.153 valid_0's l2: 373.468
[52] valid_0's poisson: -97.0352 valid_0's l2: 376.516
[53] valid_0's poisson: -96.8708 valid_0's l2: 377.048
[54] valid_0's poisson: -96.572 valid_0's l2: 376.55
[55] valid_0's poisson: -96.6649 valid_0's l2: 375.777
[56] valid_0's poisson: -96.4204 valid_0's l2: 371.906
[57] valid_0's poisson: -96.5975 valid_0's l2: 372.885
[58] valid_0's poisson: -96.8415 valid_0's l2: 371.162
[59] valid_0's poisson: -96.8494 valid_0's l2: 372.364
[60] valid_0's poisson: -97.2471 valid_0's l2: 372.483
[61] valid_0's poisson: -97.1205 valid_0's l2: 371.981
[62] valid_0's poisson: -97.0039 valid_0's l2: 370.978
[63] valid_0's poisson: -97.5019 valid_0's l2: 373.46
[64] valid_0's poisson: -96.9961 valid_0's l2: 374.115
[65] valid_0's poisson: -97.1207 valid_0's l2: 372.825
[66] valid_0's poisson: -96.7786 valid_0's l2: 373.675
[67] valid_0's poisson: -96.6988 valid_0's l2: 373.198
[68] valid_0's poisson: -97.2698 valid_0's l2: 372.199
[69] valid_0's poisson: -96.9766 valid_0's l2: 371.01
[70] valid_0's poisson: -97.5833 valid_0's l2: 370.736
[71] valid_0's poisson: -97.6213 valid_0's l2: 367.539
[72] valid_0's poisson: -97.7029 valid_0's l2: 368.577
[73] valid_0's poisson: -97.2985 valid_0's l2: 368.081
[74] valid_0's poisson: -97.4488 valid_0's l2: 369.274
[75] valid_0's poisson: -97.3708 valid_0's l2: 368.736
[76] valid_0's poisson: -97.4195 valid_0's l2: 369.404
[77] valid_0's poisson: -97.3874 valid_0's l2: 367.413
[78] valid_0's poisson: -96.8971 valid_0's l2: 367.667
[79] valid_0's poisson: -96.848 valid_0's l2: 369.398
[80] valid_0's poisson: -96.7561 valid_0's l2: 370.52
[81] valid_0's poisson: -96.8959 valid_0's l2: 370.032
[82] valid_0's poisson: -96.9639 valid_0's l2: 368.932
[83] valid_0's poisson: -96.8458 valid_0's l2: 371.205
[84] valid_0's poisson: -96.4204 valid_0's l2: 371.059
[85] valid_0's poisson: -96.6375 valid_0's l2: 371.455
[86] valid_0's poisson: -96.7572 valid_0's l2: 369.065
[87] valid_0's poisson: -96.6007 valid_0's l2: 369.945
[88] valid_0's poisson: -96.4957 valid_0's l2: 369.326
[89] valid_0's poisson: -96.4017 valid_0's l2: 369.792
[90] valid_0's poisson: -96.2484 valid_0's l2: 369.34
[91] valid_0's poisson: -96.2627 valid_0's l2: 370.834
[92] valid_0's poisson: -96.4568 valid_0's l2: 370.929
[93] valid_0's poisson: -96.6007 valid_0's l2: 370.832
[94] valid_0's poisson: -96.3867 valid_0's l2: 371.039
[95] valid_0's poisson: -96.1788 valid_0's l2: 371.266
[96] valid_0's poisson: -96.0599 valid_0's l2: 370.595
[97] valid_0's poisson: -96.4177 valid_0's l2: 371.639
[98] valid_0's poisson: -96.5035 valid_0's l2: 370.619
[99] valid_0's poisson: -96.7948 valid_0's l2: 370.897
[100] valid_0's poisson: -97.2984 valid_0's l2: 369.547
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -106.976 valid_0's l2: 565.545
[2] valid_0's poisson: -106.466 valid_0's l2: 486.355
[3] valid_0's poisson: -102.967 valid_0's l2: 455.905
[4] valid_0's poisson: -102.444 valid_0's l2: 436.831
[5] valid_0's poisson: -101.896 valid_0's l2: 410.993
[6] valid_0's poisson: -102.409 valid_0's l2: 408.948
[7] valid_0's poisson: -101.798 valid_0's l2: 400.239
[8] valid_0's poisson: -102.012 valid_0's l2: 385.161
[9] valid_0's poisson: -101.354 valid_0's l2: 383.365
[10] valid_0's poisson: -100.763 valid_0's l2: 381.757
[11] valid_0's poisson: -100.325 valid_0's l2: 382.679
[12] valid_0's poisson: -99.4392 valid_0's l2: 380.614
[13] valid_0's poisson: -99.5752 valid_0's l2: 381.256
[14] valid_0's poisson: -99.006 valid_0's l2: 367.745
[15] valid_0's poisson: -98.7996 valid_0's l2: 364.472
[16] valid_0's poisson: -98.2972 valid_0's l2: 359.071
[17] valid_0's poisson: -97.9409 valid_0's l2: 363.437
[18] valid_0's poisson: -97.8115 valid_0's l2: 362.761
[19] valid_0's poisson: -97.8677 valid_0's l2: 362.536
[20] valid_0's poisson: -98.0627 valid_0's l2: 359.355
[21] valid_0's poisson: -97.7069 valid_0's l2: 361.95
[22] valid_0's poisson: -98.8741 valid_0's l2: 360.544
[23] valid_0's poisson: -98.8443 valid_0's l2: 360.77
[24] valid_0's poisson: -97.9965 valid_0's l2: 359.929
[25] valid_0's poisson: -98.541 valid_0's l2: 359.333
[26] valid_0's poisson: -99.3224 valid_0's l2: 357.222
[27] valid_0's poisson: -99.4791 valid_0's l2: 354.257
[28] valid_0's poisson: -99.4562 valid_0's l2: 354.017
[29] valid_0's poisson: -99.6369 valid_0's l2: 356.08
[30] valid_0's poisson: -99.0028 valid_0's l2: 356.507
[31] valid_0's poisson: -99.1775 valid_0's l2: 355.448
[32] valid_0's poisson: -97.7367 valid_0's l2: 355.447
[33] valid_0's poisson: -97.9871 valid_0's l2: 359.276
[34] valid_0's poisson: -97.9776 valid_0's l2: 358.443
[35] valid_0's poisson: -98.4728 valid_0's l2: 357.383
[36] valid_0's poisson: -98.3063 valid_0's l2: 354.3
[37] valid_0's poisson: -98.982 valid_0's l2: 354.872
[38] valid_0's poisson: -98.6406 valid_0's l2: 357.865
[39] valid_0's poisson: -99.1776 valid_0's l2: 358.871
[40] valid_0's poisson: -98.7266 valid_0's l2: 360.373
[41] valid_0's poisson: -98.1175 valid_0's l2: 360.764
[42] valid_0's poisson: -98.2726 valid_0's l2: 359.705
[43] valid_0's poisson: -98.7108 valid_0's l2: 357.039
[44] valid_0's poisson: -99.0899 valid_0's l2: 357.315
[45] valid_0's poisson: -98.8086 valid_0's l2: 358.853
[46] valid_0's poisson: -98.8568 valid_0's l2: 357.384
[47] valid_0's poisson: -98.6654 valid_0's l2: 354.591
[48] valid_0's poisson: -98.8034 valid_0's l2: 356.513
[49] valid_0's poisson: -98.8383 valid_0's l2: 355.623
[50] valid_0's poisson: -98.6074 valid_0's l2: 354.054
[51] valid_0's poisson: -98.366 valid_0's l2: 351.423
[52] valid_0's poisson: -98.3137 valid_0's l2: 350.541
[53] valid_0's poisson: -98.2436 valid_0's l2: 350.55
[54] valid_0's poisson: -97.6539 valid_0's l2: 352.475
[55] valid_0's poisson: -97.241 valid_0's l2: 351.254
[56] valid_0's poisson: -97.7049 valid_0's l2: 351.077
[57] valid_0's poisson: -98.1957 valid_0's l2: 349.432
[58] valid_0's poisson: -97.6967 valid_0's l2: 349.333
[59] valid_0's poisson: -97.7075 valid_0's l2: 349.368
[60] valid_0's poisson: -97.4968 valid_0's l2: 349.964
[61] valid_0's poisson: -97.1704 valid_0's l2: 350.799
[62] valid_0's poisson: -97.4713 valid_0's l2: 351.165
[63] valid_0's poisson: -97.4033 valid_0's l2: 352.445
[64] valid_0's poisson: -97.191 valid_0's l2: 354.44
[65] valid_0's poisson: -97.0866 valid_0's l2: 354.319
[66] valid_0's poisson: -97.2382 valid_0's l2: 354.281
[67] valid_0's poisson: -97.1769 valid_0's l2: 353.29
[68] valid_0's poisson: -96.8888 valid_0's l2: 355.539
[69] valid_0's poisson: -97.2574 valid_0's l2: 355.973
[70] valid_0's poisson: -97.424 valid_0's l2: 354.639
[71] valid_0's poisson: -97.4781 valid_0's l2: 355.336
[72] valid_0's poisson: -97.4078 valid_0's l2: 354.956
[73] valid_0's poisson: -97.0588 valid_0's l2: 353.015
[74] valid_0's poisson: -97.4608 valid_0's l2: 353.443
[75] valid_0's poisson: -97.7544 valid_0's l2: 351.303
[76] valid_0's poisson: -97.8964 valid_0's l2: 349.127
[77] valid_0's poisson: -97.9889 valid_0's l2: 351.3
[78] valid_0's poisson: -97.9512 valid_0's l2: 351.048
[79] valid_0's poisson: -97.9334 valid_0's l2: 350.117
[80] valid_0's poisson: -97.5563 valid_0's l2: 347.476
[81] valid_0's poisson: -98.142 valid_0's l2: 347.946
[82] valid_0's poisson: -98.0558 valid_0's l2: 348.592
[83] valid_0's poisson: -98.0856 valid_0's l2: 346.642
[84] valid_0's poisson: -97.9013 valid_0's l2: 346.046
[85] valid_0's poisson: -97.831 valid_0's l2: 347.132
[86] valid_0's poisson: -97.3604 valid_0's l2: 347.733
[87] valid_0's poisson: -97.548 valid_0's l2: 346.646
[88] valid_0's poisson: -97.1517 valid_0's l2: 347.85
[89] valid_0's poisson: -97.3873 valid_0's l2: 348.086
[90] valid_0's poisson: -97.4908 valid_0's l2: 346.522
[91] valid_0's poisson: -97.5621 valid_0's l2: 347.091
[92] valid_0's poisson: -97.4908 valid_0's l2: 346.767
[93] valid_0's poisson: -97.339 valid_0's l2: 347.161
[94] valid_0's poisson: -97.5847 valid_0's l2: 347.676
[95] valid_0's poisson: -97.5768 valid_0's l2: 348.675
[96] valid_0's poisson: -97.2347 valid_0's l2: 348.072
[97] valid_0's poisson: -97.2627 valid_0's l2: 347.746
[98] valid_0's poisson: -96.5112 valid_0's l2: 348.295
[99] valid_0's poisson: -97.1664 valid_0's l2: 347.481
[100] valid_0's poisson: -97.3205 valid_0's l2: 346.731
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -107.007 valid_0's l2: 565.517
[2] valid_0's poisson: -104.498 valid_0's l2: 501.174
[3] valid_0's poisson: -102.098 valid_0's l2: 472.968
[4] valid_0's poisson: -101.279 valid_0's l2: 461.038
[5] valid_0's poisson: -100.847 valid_0's l2: 453.403
[6] valid_0's poisson: -99.8856 valid_0's l2: 432.584
[7] valid_0's poisson: -99.6374 valid_0's l2: 416.524
[8] valid_0's poisson: -99.278 valid_0's l2: 411.556
[9] valid_0's poisson: -99.3054 valid_0's l2: 409.195
[10] valid_0's poisson: -98.7581 valid_0's l2: 407.354
[11] valid_0's poisson: -98.8868 valid_0's l2: 404.441
[12] valid_0's poisson: -99.219 valid_0's l2: 391.306
[13] valid_0's poisson: -98.6684 valid_0's l2: 395.523
[14] valid_0's poisson: -98.4727 valid_0's l2: 392.158
[15] valid_0's poisson: -98.335 valid_0's l2: 392.041
[16] valid_0's poisson: -99.2642 valid_0's l2: 379.192
[17] valid_0's poisson: -99.5306 valid_0's l2: 375.068
[18] valid_0's poisson: -99.582 valid_0's l2: 373.331
[19] valid_0's poisson: -100.166 valid_0's l2: 375.678
[20] valid_0's poisson: -99.7449 valid_0's l2: 373.548
[21] valid_0's poisson: -99.6285 valid_0's l2: 370.94
[22] valid_0's poisson: -99.701 valid_0's l2: 367.212
[23] valid_0's poisson: -98.7949 valid_0's l2: 368.304
[24] valid_0's poisson: -98.7695 valid_0's l2: 364.151
[25] valid_0's poisson: -98.2504 valid_0's l2: 361.651
[26] valid_0's poisson: -98.196 valid_0's l2: 358.427
[27] valid_0's poisson: -98.4106 valid_0's l2: 357.438
[28] valid_0's poisson: -98.037 valid_0's l2: 358.678
[29] valid_0's poisson: -98.4643 valid_0's l2: 359.257
[30] valid_0's poisson: -98.8591 valid_0's l2: 357.831
[31] valid_0's poisson: -98.4263 valid_0's l2: 359.621
[32] valid_0's poisson: -98.219 valid_0's l2: 358.013
[33] valid_0's poisson: -98.1198 valid_0's l2: 359.802
[34] valid_0's poisson: -97.9014 valid_0's l2: 357.583
[35] valid_0's poisson: -97.7324 valid_0's l2: 354.755
[36] valid_0's poisson: -97.7999 valid_0's l2: 355.169
[37] valid_0's poisson: -97.5438 valid_0's l2: 355.601
[38] valid_0's poisson: -96.9462 valid_0's l2: 354.355
[39] valid_0's poisson: -96.7097 valid_0's l2: 353.949
[40] valid_0's poisson: -98.1629 valid_0's l2: 351.314
[41] valid_0's poisson: -98.0575 valid_0's l2: 351.637
[42] valid_0's poisson: -98.3872 valid_0's l2: 349.562
[43] valid_0's poisson: -98.1977 valid_0's l2: 350.689
[44] valid_0's poisson: -97.7035 valid_0's l2: 347.534
[45] valid_0's poisson: -97.5376 valid_0's l2: 348.664
[46] valid_0's poisson: -97.3447 valid_0's l2: 348.595
[47] valid_0's poisson: -98.1161 valid_0's l2: 349.679
[48] valid_0's poisson: -98.1492 valid_0's l2: 347.858
[49] valid_0's poisson: -97.9731 valid_0's l2: 347.674
[50] valid_0's poisson: -97.7103 valid_0's l2: 348.816
[51] valid_0's poisson: -98.5083 valid_0's l2: 349.051
[52] valid_0's poisson: -97.9346 valid_0's l2: 349.759
[53] valid_0's poisson: -98.1185 valid_0's l2: 348.99
[54] valid_0's poisson: -97.8859 valid_0's l2: 347.469
[55] valid_0's poisson: -97.785 valid_0's l2: 349.437
[56] valid_0's poisson: -97.7479 valid_0's l2: 349.367
[57] valid_0's poisson: -97.3297 valid_0's l2: 347.188
[58] valid_0's poisson: -97.2939 valid_0's l2: 348.41
[59] valid_0's poisson: -97.6635 valid_0's l2: 348.566
[60] valid_0's poisson: -97.4045 valid_0's l2: 348.081
[61] valid_0's poisson: -97.3575 valid_0's l2: 348.649
[62] valid_0's poisson: -97.1911 valid_0's l2: 348.706
[63] valid_0's poisson: -97.4857 valid_0's l2: 348.796
[64] valid_0's poisson: -97.6668 valid_0's l2: 348.57
[65] valid_0's poisson: -97.4743 valid_0's l2: 348.298
[66] valid_0's poisson: -97.7375 valid_0's l2: 349.194
[67] valid_0's poisson: -98.2296 valid_0's l2: 347.724
[68] valid_0's poisson: -97.5479 valid_0's l2: 347.996
[69] valid_0's poisson: -97.7172 valid_0's l2: 348.116
[70] valid_0's poisson: -97.9254 valid_0's l2: 349.563
[71] valid_0's poisson: -97.5993 valid_0's l2: 348.442
[72] valid_0's poisson: -97.7594 valid_0's l2: 347.704
[73] valid_0's poisson: -97.5365 valid_0's l2: 347.818
[74] valid_0's poisson: -97.5302 valid_0's l2: 347.348
[75] valid_0's poisson: -97.519 valid_0's l2: 348.425
[76] valid_0's poisson: -97.4678 valid_0's l2: 347.809
[77] valid_0's poisson: -96.8795 valid_0's l2: 348.356
[78] valid_0's poisson: -96.7105 valid_0's l2: 348.728
[79] valid_0's poisson: -95.9615 valid_0's l2: 348.697
[80] valid_0's poisson: -95.9886 valid_0's l2: 349.217
[81] valid_0's poisson: -96.0308 valid_0's l2: 349.94
[82] valid_0's poisson: -95.9571 valid_0's l2: 350.834
[83] valid_0's poisson: -95.9017 valid_0's l2: 350.744
[84] valid_0's poisson: -95.9428 valid_0's l2: 349.737
[85] valid_0's poisson: -95.8726 valid_0's l2: 349.054
[86] valid_0's poisson: -95.956 valid_0's l2: 349.006
[87] valid_0's poisson: -95.8499 valid_0's l2: 349.283
[88] valid_0's poisson: -95.9454 valid_0's l2: 348.895
[89] valid_0's poisson: -96.0597 valid_0's l2: 350.078
[90] valid_0's poisson: -96.3764 valid_0's l2: 350.04
[91] valid_0's poisson: -96.3349 valid_0's l2: 350.313
[92] valid_0's poisson: -96.4711 valid_0's l2: 350.395
[93] valid_0's poisson: -96.613 valid_0's l2: 350.039
[94] valid_0's poisson: -96.6453 valid_0's l2: 351.051
[95] valid_0's poisson: -96.6725 valid_0's l2: 351.332
[96] valid_0's poisson: -96.5546 valid_0's l2: 351.946
[97] valid_0's poisson: -97.3542 valid_0's l2: 351.403
[98] valid_0's poisson: -97.5565 valid_0's l2: 350.484
[99] valid_0's poisson: -97.7363 valid_0's l2: 351.159
[100] valid_0's poisson: -97.8822 valid_0's l2: 350.525
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.7467 valid_0's l2: 2104.92
[2] valid_0's poisson: -91.8488 valid_0's l2: 1930.46
[3] valid_0's poisson: -93.6209 valid_0's l2: 1774.44
[4] valid_0's poisson: -95.1111 valid_0's l2: 1638.09
[5] valid_0's poisson: -96.4225 valid_0's l2: 1513.99
[6] valid_0's poisson: -97.5339 valid_0's l2: 1407.07
[7] valid_0's poisson: -98.5117 valid_0's l2: 1312.36
[8] valid_0's poisson: -99.3998 valid_0's l2: 1224.56
[9] valid_0's poisson: -100.168 valid_0's l2: 1150.37
[10] valid_0's poisson: -100.905 valid_0's l2: 1078.87
[11] valid_0's poisson: -101.532 valid_0's l2: 1018.9
[12] valid_0's poisson: -102.113 valid_0's l2: 962.451
[13] valid_0's poisson: -102.627 valid_0's l2: 912.329
[14] valid_0's poisson: -103.095 valid_0's l2: 869.073
[15] valid_0's poisson: -103.531 valid_0's l2: 828.179
[16] valid_0's poisson: -103.922 valid_0's l2: 792.675
[17] valid_0's poisson: -104.278 valid_0's l2: 760.106
[18] valid_0's poisson: -104.603 valid_0's l2: 730.749
[19] valid_0's poisson: -104.934 valid_0's l2: 701.358
[20] valid_0's poisson: -105.209 valid_0's l2: 678.47
[21] valid_0's poisson: -105.478 valid_0's l2: 655.427
[22] valid_0's poisson: -105.738 valid_0's l2: 632.617
[23] valid_0's poisson: -105.962 valid_0's l2: 612.417
[24] valid_0's poisson: -106.176 valid_0's l2: 595.309
[25] valid_0's poisson: -106.37 valid_0's l2: 578.787
[26] valid_0's poisson: -106.552 valid_0's l2: 564.879
[27] valid_0's poisson: -106.711 valid_0's l2: 551.485
[28] valid_0's poisson: -106.877 valid_0's l2: 539.16
[29] valid_0's poisson: -107.02 valid_0's l2: 527.51
[30] valid_0's poisson: -107.148 valid_0's l2: 516.33
[31] valid_0's poisson: -107.275 valid_0's l2: 507.209
[32] valid_0's poisson: -107.396 valid_0's l2: 497.94
[33] valid_0's poisson: -107.495 valid_0's l2: 489.232
[34] valid_0's poisson: -107.587 valid_0's l2: 480.9
[35] valid_0's poisson: -107.676 valid_0's l2: 473.978
[36] valid_0's poisson: -107.76 valid_0's l2: 466.772
[37] valid_0's poisson: -107.843 valid_0's l2: 460.704
[38] valid_0's poisson: -107.917 valid_0's l2: 453.903
[39] valid_0's poisson: -107.994 valid_0's l2: 448.449
[40] valid_0's poisson: -108.056 valid_0's l2: 441.893
[41] valid_0's poisson: -108.125 valid_0's l2: 436.579
[42] valid_0's poisson: -108.183 valid_0's l2: 430.992
[43] valid_0's poisson: -108.244 valid_0's l2: 426.794
[44] valid_0's poisson: -108.294 valid_0's l2: 421.819
[45] valid_0's poisson: -108.346 valid_0's l2: 418.388
[46] valid_0's poisson: -108.387 valid_0's l2: 414.129
[47] valid_0's poisson: -108.42 valid_0's l2: 410.138
[48] valid_0's poisson: -108.46 valid_0's l2: 406.597
[49] valid_0's poisson: -108.496 valid_0's l2: 404.081
[50] valid_0's poisson: -108.536 valid_0's l2: 400.468
[51] valid_0's poisson: -108.567 valid_0's l2: 397.781
[52] valid_0's poisson: -108.598 valid_0's l2: 395.441
[53] valid_0's poisson: -108.624 valid_0's l2: 391.473
[54] valid_0's poisson: -108.644 valid_0's l2: 389.609
[55] valid_0's poisson: -108.662 valid_0's l2: 387.764
[56] valid_0's poisson: -108.673 valid_0's l2: 386.127
[57] valid_0's poisson: -108.697 valid_0's l2: 383.939
[58] valid_0's poisson: -108.709 valid_0's l2: 382.04
[59] valid_0's poisson: -108.671 valid_0's l2: 380.648
[60] valid_0's poisson: -108.674 valid_0's l2: 379.282
[61] valid_0's poisson: -108.691 valid_0's l2: 376.786
[62] valid_0's poisson: -108.704 valid_0's l2: 375.303
[63] valid_0's poisson: -108.714 valid_0's l2: 373.479
[64] valid_0's poisson: -108.711 valid_0's l2: 372.457
[65] valid_0's poisson: -108.722 valid_0's l2: 371.409
[66] valid_0's poisson: -108.712 valid_0's l2: 370.101
[67] valid_0's poisson: -108.623 valid_0's l2: 368.461
[68] valid_0's poisson: -108.628 valid_0's l2: 367.179
[69] valid_0's poisson: -108.631 valid_0's l2: 366.485
[70] valid_0's poisson: -108.605 valid_0's l2: 365.722
[71] valid_0's poisson: -108.544 valid_0's l2: 364.179
[72] valid_0's poisson: -108.489 valid_0's l2: 363.312
[73] valid_0's poisson: -108.46 valid_0's l2: 362.887
[74] valid_0's poisson: -108.427 valid_0's l2: 362.314
[75] valid_0's poisson: -108.413 valid_0's l2: 361.001
[76] valid_0's poisson: -108.407 valid_0's l2: 359.829
[77] valid_0's poisson: -108.384 valid_0's l2: 358.993
[78] valid_0's poisson: -108.379 valid_0's l2: 358.065
[79] valid_0's poisson: -108.378 valid_0's l2: 357.444
[80] valid_0's poisson: -108.379 valid_0's l2: 356.406
[81] valid_0's poisson: -108.366 valid_0's l2: 355.677
[82] valid_0's poisson: -108.373 valid_0's l2: 354.645
[83] valid_0's poisson: -108.37 valid_0's l2: 354.015
[84] valid_0's poisson: -108.361 valid_0's l2: 353.424
[85] valid_0's poisson: -108.367 valid_0's l2: 352.708
[86] valid_0's poisson: -108.369 valid_0's l2: 351.902
[87] valid_0's poisson: -108.359 valid_0's l2: 350.158
[88] valid_0's poisson: -108.361 valid_0's l2: 348.902
[89] valid_0's poisson: -108.343 valid_0's l2: 348.742
[90] valid_0's poisson: -108.343 valid_0's l2: 348.463
[91] valid_0's poisson: -108.347 valid_0's l2: 347.666
[92] valid_0's poisson: -108.35 valid_0's l2: 345.868
[93] valid_0's poisson: -108.342 valid_0's l2: 344.891
[94] valid_0's poisson: -108.338 valid_0's l2: 344.503
[95] valid_0's poisson: -108.344 valid_0's l2: 344.059
[96] valid_0's poisson: -108.338 valid_0's l2: 343.294
[97] valid_0's poisson: -108.34 valid_0's l2: 342.549
[98] valid_0's poisson: -108.304 valid_0's l2: 342.206
[99] valid_0's poisson: -108.279 valid_0's l2: 341.725
[100] valid_0's poisson: -108.287 valid_0's l2: 340.719
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.763 valid_0's l2: 2102.88
[2] valid_0's poisson: -91.9211 valid_0's l2: 1923.51
[3] valid_0's poisson: -93.6694 valid_0's l2: 1768.23
[4] valid_0's poisson: -95.1509 valid_0's l2: 1630.22
[5] valid_0's poisson: -96.4257 valid_0's l2: 1508.53
[6] valid_0's poisson: -97.5892 valid_0's l2: 1396.27
[7] valid_0's poisson: -98.56 valid_0's l2: 1300.99
[8] valid_0's poisson: -99.408 valid_0's l2: 1218.25
[9] valid_0's poisson: -100.222 valid_0's l2: 1138.56
[10] valid_0's poisson: -100.941 valid_0's l2: 1067.36
[11] valid_0's poisson: -101.579 valid_0's l2: 1004.46
[12] valid_0's poisson: -102.152 valid_0's l2: 947.422
[13] valid_0's poisson: -102.661 valid_0's l2: 900.061
[14] valid_0's poisson: -103.126 valid_0's l2: 855.774
[15] valid_0's poisson: -103.555 valid_0's l2: 816.122
[16] valid_0's poisson: -103.941 valid_0's l2: 781.002
[17] valid_0's poisson: -104.295 valid_0's l2: 749.127
[18] valid_0's poisson: -104.617 valid_0's l2: 720.213
[19] valid_0's poisson: -104.935 valid_0's l2: 693.562
[20] valid_0's poisson: -105.241 valid_0's l2: 667.525
[21] valid_0's poisson: -105.506 valid_0's l2: 645.008
[22] valid_0's poisson: -105.74 valid_0's l2: 625.663
[23] valid_0's poisson: -105.969 valid_0's l2: 607.715
[24] valid_0's poisson: -106.184 valid_0's l2: 590.702
[25] valid_0's poisson: -106.376 valid_0's l2: 574.241
[26] valid_0's poisson: -106.547 valid_0's l2: 560.071
[27] valid_0's poisson: -106.728 valid_0's l2: 546.546
[28] valid_0's poisson: -106.888 valid_0's l2: 534.88
[29] valid_0's poisson: -107.02 valid_0's l2: 523.881
[30] valid_0's poisson: -107.151 valid_0's l2: 513.517
[31] valid_0's poisson: -107.273 valid_0's l2: 502.975
[32] valid_0's poisson: -107.393 valid_0's l2: 495.043
[33] valid_0's poisson: -107.487 valid_0's l2: 487.638
[34] valid_0's poisson: -107.593 valid_0's l2: 478.395
[35] valid_0's poisson: -107.697 valid_0's l2: 471.357
[36] valid_0's poisson: -107.782 valid_0's l2: 462.989
[37] valid_0's poisson: -107.858 valid_0's l2: 457.346
[38] valid_0's poisson: -107.941 valid_0's l2: 451.906
[39] valid_0's poisson: -108.01 valid_0's l2: 445.714
[40] valid_0's poisson: -108.077 valid_0's l2: 440.839
[41] valid_0's poisson: -108.134 valid_0's l2: 435.307
[42] valid_0's poisson: -108.195 valid_0's l2: 430.687
[43] valid_0's poisson: -108.243 valid_0's l2: 425.895
[44] valid_0's poisson: -108.3 valid_0's l2: 421.177
[45] valid_0's poisson: -108.349 valid_0's l2: 417.414
[46] valid_0's poisson: -108.394 valid_0's l2: 414.051
[47] valid_0's poisson: -108.441 valid_0's l2: 410.406
[48] valid_0's poisson: -108.479 valid_0's l2: 407.45
[49] valid_0's poisson: -108.514 valid_0's l2: 404.55
[50] valid_0's poisson: -108.539 valid_0's l2: 401.666
[51] valid_0's poisson: -108.568 valid_0's l2: 398.791
[52] valid_0's poisson: -108.596 valid_0's l2: 396.35
[53] valid_0's poisson: -108.62 valid_0's l2: 394.325
[54] valid_0's poisson: -108.64 valid_0's l2: 392.344
[55] valid_0's poisson: -108.664 valid_0's l2: 390.166
[56] valid_0's poisson: -108.68 valid_0's l2: 388.565
[57] valid_0's poisson: -108.683 valid_0's l2: 386.906
[58] valid_0's poisson: -108.664 valid_0's l2: 385.168
[59] valid_0's poisson: -108.663 valid_0's l2: 383.669
[60] valid_0's poisson: -108.648 valid_0's l2: 382.544
[61] valid_0's poisson: -108.664 valid_0's l2: 380.786
[62] valid_0's poisson: -108.58 valid_0's l2: 379.813
[63] valid_0's poisson: -108.583 valid_0's l2: 378.579
[64] valid_0's poisson: -108.571 valid_0's l2: 377.189
[65] valid_0's poisson: -108.555 valid_0's l2: 375.636
[66] valid_0's poisson: -108.522 valid_0's l2: 374.249
[67] valid_0's poisson: -108.463 valid_0's l2: 373.59
[68] valid_0's poisson: -108.47 valid_0's l2: 372.907
[69] valid_0's poisson: -108.477 valid_0's l2: 371.766
[70] valid_0's poisson: -108.469 valid_0's l2: 370.788
[71] valid_0's poisson: -108.473 valid_0's l2: 370.023
[72] valid_0's poisson: -108.481 valid_0's l2: 369.082
[73] valid_0's poisson: -108.479 valid_0's l2: 367.833
[74] valid_0's poisson: -108.462 valid_0's l2: 366.78
[75] valid_0's poisson: -108.488 valid_0's l2: 366.038
[76] valid_0's poisson: -108.452 valid_0's l2: 365.357
[77] valid_0's poisson: -108.499 valid_0's l2: 364.421
[78] valid_0's poisson: -108.487 valid_0's l2: 363.539
[79] valid_0's poisson: -108.503 valid_0's l2: 362.927
[80] valid_0's poisson: -108.498 valid_0's l2: 362.471
[81] valid_0's poisson: -108.489 valid_0's l2: 361.693
[82] valid_0's poisson: -108.468 valid_0's l2: 360.899
[83] valid_0's poisson: -108.459 valid_0's l2: 360.564
[84] valid_0's poisson: -108.448 valid_0's l2: 359.083
[85] valid_0's poisson: -108.452 valid_0's l2: 358.402
[86] valid_0's poisson: -108.449 valid_0's l2: 358.138
[87] valid_0's poisson: -108.435 valid_0's l2: 357.685
[88] valid_0's poisson: -108.441 valid_0's l2: 357.121
[89] valid_0's poisson: -108.446 valid_0's l2: 356.593
[90] valid_0's poisson: -108.453 valid_0's l2: 355.406
[91] valid_0's poisson: -108.431 valid_0's l2: 355.004
[92] valid_0's poisson: -108.444 valid_0's l2: 354.204
[93] valid_0's poisson: -108.408 valid_0's l2: 353.794
[94] valid_0's poisson: -108.424 valid_0's l2: 353.228
[95] valid_0's poisson: -108.421 valid_0's l2: 353.068
[96] valid_0's poisson: -108.411 valid_0's l2: 352.311
[97] valid_0's poisson: -108.4 valid_0's l2: 351.619
[98] valid_0's poisson: -108.345 valid_0's l2: 350.624
[99] valid_0's poisson: -108.346 valid_0's l2: 349.886
[100] valid_0's poisson: -108.133 valid_0's l2: 349.826
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.7876 valid_0's l2: 2100.73
[2] valid_0's poisson: -91.9123 valid_0's l2: 1923.17
[3] valid_0's poisson: -93.685 valid_0's l2: 1766.42
[4] valid_0's poisson: -95.1741 valid_0's l2: 1628.57
[5] valid_0's poisson: -96.4908 valid_0's l2: 1502.91
[6] valid_0's poisson: -97.6089 valid_0's l2: 1394.74
[7] valid_0's poisson: -98.5829 valid_0's l2: 1298.43
[8] valid_0's poisson: -99.4884 valid_0's l2: 1209.85
[9] valid_0's poisson: -100.259 valid_0's l2: 1133.52
[10] valid_0's poisson: -100.965 valid_0's l2: 1062.66
[11] valid_0's poisson: -101.616 valid_0's l2: 1000.01
[12] valid_0's poisson: -102.181 valid_0's l2: 945.319
[13] valid_0's poisson: -102.694 valid_0's l2: 895.454
[14] valid_0's poisson: -103.158 valid_0's l2: 851.689
[15] valid_0's poisson: -103.589 valid_0's l2: 811.533
[16] valid_0's poisson: -103.983 valid_0's l2: 775.056
[17] valid_0's poisson: -104.339 valid_0's l2: 743.063
[18] valid_0's poisson: -104.661 valid_0's l2: 715.17
[19] valid_0's poisson: -104.979 valid_0's l2: 688.893
[20] valid_0's poisson: -105.246 valid_0's l2: 666.267
[21] valid_0's poisson: -105.515 valid_0's l2: 645.082
[22] valid_0's poisson: -105.77 valid_0's l2: 622.604
[23] valid_0's poisson: -105.991 valid_0's l2: 603.556
[24] valid_0's poisson: -106.197 valid_0's l2: 586.987
[25] valid_0's poisson: -106.376 valid_0's l2: 572.451
[26] valid_0's poisson: -106.561 valid_0's l2: 558.164
[27] valid_0's poisson: -106.721 valid_0's l2: 544.744
[28] valid_0's poisson: -106.881 valid_0's l2: 532.501
[29] valid_0's poisson: -107.01 valid_0's l2: 522.172
[30] valid_0's poisson: -107.16 valid_0's l2: 512.032
[31] valid_0's poisson: -107.287 valid_0's l2: 503.279
[32] valid_0's poisson: -107.399 valid_0's l2: 494.371
[33] valid_0's poisson: -107.508 valid_0's l2: 484.559
[34] valid_0's poisson: -107.614 valid_0's l2: 477.696
[35] valid_0's poisson: -107.703 valid_0's l2: 469.682
[36] valid_0's poisson: -107.785 valid_0's l2: 463.83
[37] valid_0's poisson: -107.876 valid_0's l2: 456.846
[38] valid_0's poisson: -107.945 valid_0's l2: 450.399
[39] valid_0's poisson: -108.019 valid_0's l2: 444.684
[40] valid_0's poisson: -108.068 valid_0's l2: 439.286
[41] valid_0's poisson: -108.139 valid_0's l2: 433.816
[42] valid_0's poisson: -108.191 valid_0's l2: 428.826
[43] valid_0's poisson: -108.244 valid_0's l2: 425.157
[44] valid_0's poisson: -108.288 valid_0's l2: 420.806
[45] valid_0's poisson: -108.34 valid_0's l2: 416.576
[46] valid_0's poisson: -108.383 valid_0's l2: 413.137
[47] valid_0's poisson: -108.423 valid_0's l2: 409.982
[48] valid_0's poisson: -108.461 valid_0's l2: 407.274
[49] valid_0's poisson: -108.5 valid_0's l2: 403.758
[50] valid_0's poisson: -108.532 valid_0's l2: 400.368
[51] valid_0's poisson: -108.54 valid_0's l2: 397.792
[52] valid_0's poisson: -108.554 valid_0's l2: 395.466
[53] valid_0's poisson: -108.578 valid_0's l2: 393.145
[54] valid_0's poisson: -108.598 valid_0's l2: 391.613
[55] valid_0's poisson: -108.622 valid_0's l2: 389.722
[56] valid_0's poisson: -108.635 valid_0's l2: 387.853
[57] valid_0's poisson: -108.649 valid_0's l2: 386.169
[58] valid_0's poisson: -108.641 valid_0's l2: 385.071
[59] valid_0's poisson: -108.654 valid_0's l2: 383.004
[60] valid_0's poisson: -108.664 valid_0's l2: 381.917
[61] valid_0's poisson: -108.67 valid_0's l2: 380.357
[62] valid_0's poisson: -108.656 valid_0's l2: 379.094
[63] valid_0's poisson: -108.641 valid_0's l2: 378.028
[64] valid_0's poisson: -108.652 valid_0's l2: 376.309
[65] valid_0's poisson: -108.636 valid_0's l2: 375.388
[66] valid_0's poisson: -108.601 valid_0's l2: 374.024
[67] valid_0's poisson: -108.486 valid_0's l2: 372.902
[68] valid_0's poisson: -108.47 valid_0's l2: 371.687
[69] valid_0's poisson: -108.471 valid_0's l2: 370.269
[70] valid_0's poisson: -108.472 valid_0's l2: 369.553
[71] valid_0's poisson: -108.47 valid_0's l2: 368.795
[72] valid_0's poisson: -108.478 valid_0's l2: 368.029
[73] valid_0's poisson: -108.477 valid_0's l2: 367.103
[74] valid_0's poisson: -108.472 valid_0's l2: 366.105
[75] valid_0's poisson: -108.437 valid_0's l2: 365.744
[76] valid_0's poisson: -108.436 valid_0's l2: 364.407
[77] valid_0's poisson: -108.437 valid_0's l2: 363.681
[78] valid_0's poisson: -108.438 valid_0's l2: 363.15
[79] valid_0's poisson: -108.402 valid_0's l2: 362.311
[80] valid_0's poisson: -108.413 valid_0's l2: 361.328
[81] valid_0's poisson: -108.412 valid_0's l2: 360.307
[82] valid_0's poisson: -108.39 valid_0's l2: 359.841
[83] valid_0's poisson: -108.335 valid_0's l2: 358.937
[84] valid_0's poisson: -108.359 valid_0's l2: 358.608
[85] valid_0's poisson: -108.328 valid_0's l2: 358.306
[86] valid_0's poisson: -108.332 valid_0's l2: 357.914
[87] valid_0's poisson: -108.295 valid_0's l2: 357.501
[88] valid_0's poisson: -108.305 valid_0's l2: 356.575
[89] valid_0's poisson: -108.307 valid_0's l2: 356.117
[90] valid_0's poisson: -108.307 valid_0's l2: 355.624
[91] valid_0's poisson: -108.306 valid_0's l2: 354.465
[92] valid_0's poisson: -108.284 valid_0's l2: 353.673
[93] valid_0's poisson: -108.273 valid_0's l2: 353.142
[94] valid_0's poisson: -108.285 valid_0's l2: 352.638
[95] valid_0's poisson: -108.268 valid_0's l2: 352.252
[96] valid_0's poisson: -108.263 valid_0's l2: 351.434
[97] valid_0's poisson: -108.269 valid_0's l2: 350.791
[98] valid_0's poisson: -108.232 valid_0's l2: 350.241
[99] valid_0's poisson: -108.239 valid_0's l2: 349.771
[100] valid_0's poisson: -108.203 valid_0's l2: 349.365
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.8171 valid_0's l2: 2099.19
[2] valid_0's poisson: -91.9408 valid_0's l2: 1922.63
[3] valid_0's poisson: -93.7091 valid_0's l2: 1765.82
[4] valid_0's poisson: -95.2034 valid_0's l2: 1626.82
[5] valid_0's poisson: -96.5381 valid_0's l2: 1500.01
[6] valid_0's poisson: -97.6372 valid_0's l2: 1392.23
[7] valid_0's poisson: -98.6201 valid_0's l2: 1295.86
[8] valid_0's poisson: -99.4832 valid_0's l2: 1210.71
[9] valid_0's poisson: -100.295 valid_0's l2: 1131.42
[10] valid_0's poisson: -100.976 valid_0's l2: 1065.58
[11] valid_0's poisson: -101.599 valid_0's l2: 1005.42
[12] valid_0's poisson: -102.174 valid_0's l2: 948.755
[13] valid_0's poisson: -102.692 valid_0's l2: 899.21
[14] valid_0's poisson: -103.16 valid_0's l2: 855.039
[15] valid_0's poisson: -103.581 valid_0's l2: 816.2
[16] valid_0's poisson: -103.99 valid_0's l2: 779.775
[17] valid_0's poisson: -104.35 valid_0's l2: 747.197
[18] valid_0's poisson: -104.675 valid_0's l2: 718.069
[19] valid_0's poisson: -104.972 valid_0's l2: 691.683
[20] valid_0's poisson: -105.262 valid_0's l2: 667.727
[21] valid_0's poisson: -105.529 valid_0's l2: 644.808
[22] valid_0's poisson: -105.781 valid_0's l2: 624.193
[23] valid_0's poisson: -106.007 valid_0's l2: 604.979
[24] valid_0's poisson: -106.208 valid_0's l2: 588.415
[25] valid_0's poisson: -106.393 valid_0's l2: 572.822
[26] valid_0's poisson: -106.571 valid_0's l2: 560.099
[27] valid_0's poisson: -106.736 valid_0's l2: 546.48
[28] valid_0's poisson: -106.891 valid_0's l2: 535.127
[29] valid_0's poisson: -107.022 valid_0's l2: 524.126
[30] valid_0's poisson: -107.165 valid_0's l2: 514.079
[31] valid_0's poisson: -107.297 valid_0's l2: 504.409
[32] valid_0's poisson: -107.407 valid_0's l2: 495.449
[33] valid_0's poisson: -107.511 valid_0's l2: 487.512
[34] valid_0's poisson: -107.612 valid_0's l2: 479.972
[35] valid_0's poisson: -107.7 valid_0's l2: 473.203
[36] valid_0's poisson: -107.782 valid_0's l2: 467.262
[37] valid_0's poisson: -107.861 valid_0's l2: 461.443
[38] valid_0's poisson: -107.928 valid_0's l2: 455.728
[39] valid_0's poisson: -107.996 valid_0's l2: 450.509
[40] valid_0's poisson: -108.055 valid_0's l2: 445.404
[41] valid_0's poisson: -108.114 valid_0's l2: 440.179
[42] valid_0's poisson: -108.17 valid_0's l2: 436.089
[43] valid_0's poisson: -108.227 valid_0's l2: 432.193
[44] valid_0's poisson: -108.283 valid_0's l2: 427.243
[45] valid_0's poisson: -108.328 valid_0's l2: 423.997
[46] valid_0's poisson: -108.375 valid_0's l2: 419.206
[47] valid_0's poisson: -108.421 valid_0's l2: 416.449
[48] valid_0's poisson: -108.459 valid_0's l2: 413.31
[49] valid_0's poisson: -108.491 valid_0's l2: 410.8
[50] valid_0's poisson: -108.512 valid_0's l2: 408.476
[51] valid_0's poisson: -108.535 valid_0's l2: 405.562
[52] valid_0's poisson: -108.561 valid_0's l2: 403.556
[53] valid_0's poisson: -108.594 valid_0's l2: 400.51
[54] valid_0's poisson: -108.623 valid_0's l2: 398.581
[55] valid_0's poisson: -108.638 valid_0's l2: 396.927
[56] valid_0's poisson: -108.655 valid_0's l2: 395.073
[57] valid_0's poisson: -108.656 valid_0's l2: 393.267
[58] valid_0's poisson: -108.674 valid_0's l2: 391.625
[59] valid_0's poisson: -108.691 valid_0's l2: 390.275
[60] valid_0's poisson: -108.683 valid_0's l2: 388.985
[61] valid_0's poisson: -108.688 valid_0's l2: 386.98
[62] valid_0's poisson: -108.701 valid_0's l2: 385.763
[63] valid_0's poisson: -108.711 valid_0's l2: 384.339
[64] valid_0's poisson: -108.723 valid_0's l2: 383.314
[65] valid_0's poisson: -108.736 valid_0's l2: 381.998
[66] valid_0's poisson: -108.737 valid_0's l2: 380.631
[67] valid_0's poisson: -108.738 valid_0's l2: 379.414
[68] valid_0's poisson: -108.666 valid_0's l2: 378.361
[69] valid_0's poisson: -108.702 valid_0's l2: 377.291
[70] valid_0's poisson: -108.665 valid_0's l2: 376.262
[71] valid_0's poisson: -108.671 valid_0's l2: 375.287
[72] valid_0's poisson: -108.652 valid_0's l2: 374.387
[73] valid_0's poisson: -108.66 valid_0's l2: 373.273
[74] valid_0's poisson: -108.628 valid_0's l2: 372.498
[75] valid_0's poisson: -108.666 valid_0's l2: 371.495
[76] valid_0's poisson: -108.665 valid_0's l2: 370.715
[77] valid_0's poisson: -108.639 valid_0's l2: 369.973
[78] valid_0's poisson: -108.619 valid_0's l2: 369.049
[79] valid_0's poisson: -108.634 valid_0's l2: 368.375
[80] valid_0's poisson: -108.643 valid_0's l2: 367.074
[81] valid_0's poisson: -108.64 valid_0's l2: 366.503
[82] valid_0's poisson: -108.64 valid_0's l2: 365.595
[83] valid_0's poisson: -108.561 valid_0's l2: 364.799
[84] valid_0's poisson: -108.513 valid_0's l2: 364.423
[85] valid_0's poisson: -108.516 valid_0's l2: 363.355
[86] valid_0's poisson: -108.504 valid_0's l2: 362.987
[87] valid_0's poisson: -108.505 valid_0's l2: 361.93
[88] valid_0's poisson: -108.491 valid_0's l2: 361.463
[89] valid_0's poisson: -108.494 valid_0's l2: 360.529
[90] valid_0's poisson: -108.487 valid_0's l2: 359.768
[91] valid_0's poisson: -108.441 valid_0's l2: 359.486
[92] valid_0's poisson: -108.446 valid_0's l2: 359.096
[93] valid_0's poisson: -108.373 valid_0's l2: 358.449
[94] valid_0's poisson: -108.363 valid_0's l2: 357.83
[95] valid_0's poisson: -108.351 valid_0's l2: 357.173
[96] valid_0's poisson: -108.348 valid_0's l2: 355.882
[97] valid_0's poisson: -108.248 valid_0's l2: 355.571
[98] valid_0's poisson: -108.194 valid_0's l2: 354.899
[99] valid_0's poisson: -108.196 valid_0's l2: 354.126
[100] valid_0's poisson: -108.134 valid_0's l2: 352.989
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.7596 valid_0's l2: 2102.44
[2] valid_0's poisson: -91.8976 valid_0's l2: 1923.44
[3] valid_0's poisson: -93.6669 valid_0's l2: 1765.91
[4] valid_0's poisson: -95.167 valid_0's l2: 1627.03
[5] valid_0's poisson: -96.4607 valid_0's l2: 1503.8
[6] valid_0's poisson: -97.5896 valid_0's l2: 1394.04
[7] valid_0's poisson: -98.5607 valid_0's l2: 1298.94
[8] valid_0's poisson: -99.4227 valid_0's l2: 1214.4
[9] valid_0's poisson: -100.229 valid_0's l2: 1135.71
[10] valid_0's poisson: -100.929 valid_0's l2: 1067.06
[11] valid_0's poisson: -101.568 valid_0's l2: 1004
[12] valid_0's poisson: -102.13 valid_0's l2: 948.851
[13] valid_0's poisson: -102.653 valid_0's l2: 900.087
[14] valid_0's poisson: -103.135 valid_0's l2: 854.373
[15] valid_0's poisson: -103.57 valid_0's l2: 813.913
[16] valid_0's poisson: -103.956 valid_0's l2: 778.664
[17] valid_0's poisson: -104.312 valid_0's l2: 746.427
[18] valid_0's poisson: -104.638 valid_0's l2: 717.369
[19] valid_0's poisson: -104.937 valid_0's l2: 691.092
[20] valid_0's poisson: -105.231 valid_0's l2: 666.664
[21] valid_0's poisson: -105.51 valid_0's l2: 642.314
[22] valid_0's poisson: -105.765 valid_0's l2: 620.714
[23] valid_0's poisson: -105.978 valid_0's l2: 602.424
[24] valid_0's poisson: -106.196 valid_0's l2: 585.168
[25] valid_0's poisson: -106.386 valid_0's l2: 569.302
[26] valid_0's poisson: -106.578 valid_0's l2: 555.364
[27] valid_0's poisson: -106.739 valid_0's l2: 542.444
[28] valid_0's poisson: -106.88 valid_0's l2: 531.147
[29] valid_0's poisson: -107.025 valid_0's l2: 520.444
[30] valid_0's poisson: -107.148 valid_0's l2: 510.124
[31] valid_0's poisson: -107.27 valid_0's l2: 501.309
[32] valid_0's poisson: -107.39 valid_0's l2: 492.577
[33] valid_0's poisson: -107.494 valid_0's l2: 483.841
[34] valid_0's poisson: -107.588 valid_0's l2: 475.569
[35] valid_0's poisson: -107.683 valid_0's l2: 468.161
[36] valid_0's poisson: -107.762 valid_0's l2: 462.188
[37] valid_0's poisson: -107.839 valid_0's l2: 455.836
[38] valid_0's poisson: -107.919 valid_0's l2: 450.291
[39] valid_0's poisson: -107.984 valid_0's l2: 445.107
[40] valid_0's poisson: -108.051 valid_0's l2: 440.929
[41] valid_0's poisson: -108.108 valid_0's l2: 436.059
[42] valid_0's poisson: -108.172 valid_0's l2: 430.831
[43] valid_0's poisson: -108.224 valid_0's l2: 426.559
[44] valid_0's poisson: -108.286 valid_0's l2: 422.141
[45] valid_0's poisson: -108.327 valid_0's l2: 418.871
[46] valid_0's poisson: -108.368 valid_0's l2: 415.313
[47] valid_0's poisson: -108.408 valid_0's l2: 412.087
[48] valid_0's poisson: -108.447 valid_0's l2: 409.693
[49] valid_0's poisson: -108.476 valid_0's l2: 407.391
[50] valid_0's poisson: -108.497 valid_0's l2: 404.44
[51] valid_0's poisson: -108.521 valid_0's l2: 401.981
[52] valid_0's poisson: -108.551 valid_0's l2: 399.369
[53] valid_0's poisson: -108.568 valid_0's l2: 397.485
[54] valid_0's poisson: -108.591 valid_0's l2: 395.018
[55] valid_0's poisson: -108.609 valid_0's l2: 393.157
[56] valid_0's poisson: -108.621 valid_0's l2: 391.487
[57] valid_0's poisson: -108.632 valid_0's l2: 389.772
[58] valid_0's poisson: -108.596 valid_0's l2: 388.278
[59] valid_0's poisson: -108.606 valid_0's l2: 386.977
[60] valid_0's poisson: -108.62 valid_0's l2: 385.489
[61] valid_0's poisson: -108.578 valid_0's l2: 383.885
[62] valid_0's poisson: -108.584 valid_0's l2: 382.69
[63] valid_0's poisson: -108.597 valid_0's l2: 381.498
[64] valid_0's poisson: -108.604 valid_0's l2: 380.56
[65] valid_0's poisson: -108.615 valid_0's l2: 379.307
[66] valid_0's poisson: -108.625 valid_0's l2: 378.163
[67] valid_0's poisson: -108.599 valid_0's l2: 376.93
[68] valid_0's poisson: -108.598 valid_0's l2: 375.757
[69] valid_0's poisson: -108.583 valid_0's l2: 374.488
[70] valid_0's poisson: -108.582 valid_0's l2: 373.713
[71] valid_0's poisson: -108.558 valid_0's l2: 372.522
[72] valid_0's poisson: -108.565 valid_0's l2: 371.936
[73] valid_0's poisson: -108.556 valid_0's l2: 371.171
[74] valid_0's poisson: -108.533 valid_0's l2: 370.268
[75] valid_0's poisson: -108.536 valid_0's l2: 369.265
[76] valid_0's poisson: -108.556 valid_0's l2: 368.373
[77] valid_0's poisson: -108.511 valid_0's l2: 367.898
[78] valid_0's poisson: -108.49 valid_0's l2: 367.123
[79] valid_0's poisson: -108.491 valid_0's l2: 366.67
[80] valid_0's poisson: -108.44 valid_0's l2: 365.987
[81] valid_0's poisson: -108.445 valid_0's l2: 364.901
[82] valid_0's poisson: -108.451 valid_0's l2: 364.315
[83] valid_0's poisson: -108.502 valid_0's l2: 362.867
[84] valid_0's poisson: -108.441 valid_0's l2: 362.258
[85] valid_0's poisson: -108.417 valid_0's l2: 361.416
[86] valid_0's poisson: -108.431 valid_0's l2: 360.73
[87] valid_0's poisson: -108.431 valid_0's l2: 360.197
[88] valid_0's poisson: -108.413 valid_0's l2: 359.776
[89] valid_0's poisson: -108.393 valid_0's l2: 358.819
[90] valid_0's poisson: -108.393 valid_0's l2: 358.466
[91] valid_0's poisson: -108.385 valid_0's l2: 357.721
[92] valid_0's poisson: -108.379 valid_0's l2: 357.26
[93] valid_0's poisson: -108.3 valid_0's l2: 356.723
[94] valid_0's poisson: -108.226 valid_0's l2: 356.356
[95] valid_0's poisson: -108.216 valid_0's l2: 355.702
[96] valid_0's poisson: -108.208 valid_0's l2: 355.185
[97] valid_0's poisson: -108.192 valid_0's l2: 354.374
[98] valid_0's poisson: -108.147 valid_0's l2: 353.78
[99] valid_0's poisson: -108.121 valid_0's l2: 353.344
[100] valid_0's poisson: -108.127 valid_0's l2: 353.026
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.858 valid_0's l2: 2250.37
[2] valid_0's poisson: -88.5026 valid_0's l2: 2201.96
[3] valid_0's poisson: -89.111 valid_0's l2: 2155.08
[4] valid_0's poisson: -89.6952 valid_0's l2: 2108.98
[5] valid_0's poisson: -90.2496 valid_0's l2: 2064.28
[6] valid_0's poisson: -90.7724 valid_0's l2: 2021.4
[7] valid_0's poisson: -91.2743 valid_0's l2: 1979.39
[8] valid_0's poisson: -91.7615 valid_0's l2: 1938.05
[9] valid_0's poisson: -92.2246 valid_0's l2: 1898.1
[10] valid_0's poisson: -92.6632 valid_0's l2: 1859.71
[11] valid_0's poisson: -93.0887 valid_0's l2: 1822.06
[12] valid_0's poisson: -93.5017 valid_0's l2: 1785.05
[13] valid_0's poisson: -93.8986 valid_0's l2: 1749.47
[14] valid_0's poisson: -94.2797 valid_0's l2: 1714.61
[15] valid_0's poisson: -94.6463 valid_0's l2: 1681.11
[16] valid_0's poisson: -94.9939 valid_0's l2: 1648.98
[17] valid_0's poisson: -95.3351 valid_0's l2: 1617.04
[18] valid_0's poisson: -95.6579 valid_0's l2: 1586.77
[19] valid_0's poisson: -95.9688 valid_0's l2: 1557.42
[20] valid_0's poisson: -96.2761 valid_0's l2: 1528.13
[21] valid_0's poisson: -96.5661 valid_0's l2: 1500.44
[22] valid_0's poisson: -96.8498 valid_0's l2: 1472.99
[23] valid_0's poisson: -97.1255 valid_0's l2: 1446.1
[24] valid_0's poisson: -97.3897 valid_0's l2: 1420.4
[25] valid_0's poisson: -97.6531 valid_0's l2: 1394.9
[26] valid_0's poisson: -97.9045 valid_0's l2: 1370.17
[27] valid_0's poisson: -98.1471 valid_0's l2: 1346.31
[28] valid_0's poisson: -98.3786 valid_0's l2: 1323.93
[29] valid_0's poisson: -98.6024 valid_0's l2: 1302.29
[30] valid_0's poisson: -98.8299 valid_0's l2: 1279.98
[31] valid_0's poisson: -99.0465 valid_0's l2: 1258.56
[32] valid_0's poisson: -99.2522 valid_0's l2: 1238.66
[33] valid_0's poisson: -99.4514 valid_0's l2: 1219.32
[34] valid_0's poisson: -99.6545 valid_0's l2: 1199.38
[35] valid_0's poisson: -99.8484 valid_0's l2: 1180.17
[36] valid_0's poisson: -100.031 valid_0's l2: 1162.41
[37] valid_0's poisson: -100.212 valid_0's l2: 1144.98
[38] valid_0's poisson: -100.388 valid_0's l2: 1127.54
[39] valid_0's poisson: -100.569 valid_0's l2: 1109.99
[40] valid_0's poisson: -100.737 valid_0's l2: 1093.89
[41] valid_0's poisson: -100.901 valid_0's l2: 1078.18
[42] valid_0's poisson: -101.06 valid_0's l2: 1062.71
[43] valid_0's poisson: -101.216 valid_0's l2: 1047.42
[44] valid_0's poisson: -101.367 valid_0's l2: 1032.98
[45] valid_0's poisson: -101.515 valid_0's l2: 1018.8
[46] valid_0's poisson: -101.658 valid_0's l2: 1005.23
[47] valid_0's poisson: -101.8 valid_0's l2: 991.123
[48] valid_0's poisson: -101.937 valid_0's l2: 978.212
[49] valid_0's poisson: -102.071 valid_0's l2: 965.487
[50] valid_0's poisson: -102.201 valid_0's l2: 953.227
[51] valid_0's poisson: -102.331 valid_0's l2: 940.592
[52] valid_0's poisson: -102.455 valid_0's l2: 929.203
[53] valid_0's poisson: -102.577 valid_0's l2: 917.478
[54] valid_0's poisson: -102.698 valid_0's l2: 905.845
[55] valid_0's poisson: -102.817 valid_0's l2: 894.526
[56] valid_0's poisson: -102.934 valid_0's l2: 883.444
[57] valid_0's poisson: -103.046 valid_0's l2: 872.814
[58] valid_0's poisson: -103.156 valid_0's l2: 862.46
[59] valid_0's poisson: -103.264 valid_0's l2: 852.289
[60] valid_0's poisson: -103.369 valid_0's l2: 842.662
[61] valid_0's poisson: -103.471 valid_0's l2: 833.093
[62] valid_0's poisson: -103.573 valid_0's l2: 823.595
[63] valid_0's poisson: -103.67 valid_0's l2: 814.627
[64] valid_0's poisson: -103.768 valid_0's l2: 805.71
[65] valid_0's poisson: -103.863 valid_0's l2: 797.094
[66] valid_0's poisson: -103.954 valid_0's l2: 788.888
[67] valid_0's poisson: -104.043 valid_0's l2: 780.622
[68] valid_0's poisson: -104.128 valid_0's l2: 773.197
[69] valid_0's poisson: -104.218 valid_0's l2: 765.237
[70] valid_0's poisson: -104.31 valid_0's l2: 756.807
[71] valid_0's poisson: -104.392 valid_0's l2: 749.418
[72] valid_0's poisson: -104.481 valid_0's l2: 741.435
[73] valid_0's poisson: -104.558 valid_0's l2: 734.495
[74] valid_0's poisson: -104.643 valid_0's l2: 726.897
[75] valid_0's poisson: -104.72 valid_0's l2: 719.949
[76] valid_0's poisson: -104.8 valid_0's l2: 712.847
[77] valid_0's poisson: -104.879 valid_0's l2: 705.822
[78] valid_0's poisson: -104.952 valid_0's l2: 699.456
[79] valid_0's poisson: -105.025 valid_0's l2: 693.046
[80] valid_0's poisson: -105.093 valid_0's l2: 687.114
[81] valid_0's poisson: -105.166 valid_0's l2: 680.777
[82] valid_0's poisson: -105.232 valid_0's l2: 675.139
[83] valid_0's poisson: -105.3 valid_0's l2: 669.302
[84] valid_0's poisson: -105.364 valid_0's l2: 663.448
[85] valid_0's poisson: -105.429 valid_0's l2: 657.891
[86] valid_0's poisson: -105.494 valid_0's l2: 652.046
[87] valid_0's poisson: -105.555 valid_0's l2: 646.58
[88] valid_0's poisson: -105.619 valid_0's l2: 641.396
[89] valid_0's poisson: -105.68 valid_0's l2: 635.915
[90] valid_0's poisson: -105.741 valid_0's l2: 631.02
[91] valid_0's poisson: -105.801 valid_0's l2: 626.245
[92] valid_0's poisson: -105.86 valid_0's l2: 621.123
[93] valid_0's poisson: -105.917 valid_0's l2: 616.554
[94] valid_0's poisson: -105.969 valid_0's l2: 611.845
[95] valid_0's poisson: -106.024 valid_0's l2: 607.54
[96] valid_0's poisson: -106.078 valid_0's l2: 602.893
[97] valid_0's poisson: -106.126 valid_0's l2: 598.498
[98] valid_0's poisson: -106.177 valid_0's l2: 594.471
[99] valid_0's poisson: -106.228 valid_0's l2: 590.389
[100] valid_0's poisson: -106.273 valid_0's l2: 586.457
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.869 valid_0's l2: 2249.51
[2] valid_0's poisson: -88.5126 valid_0's l2: 2201.08
[3] valid_0's poisson: -89.1264 valid_0's l2: 2153.6
[4] valid_0's poisson: -89.7102 valid_0's l2: 2107.38
[5] valid_0's poisson: -90.2825 valid_0's l2: 2061.28
[6] valid_0's poisson: -90.8131 valid_0's l2: 2017.37
[7] valid_0's poisson: -91.309 valid_0's l2: 1975.68
[8] valid_0's poisson: -91.7905 valid_0's l2: 1934.39
[9] valid_0's poisson: -92.2667 valid_0's l2: 1893.28
[10] valid_0's poisson: -92.7036 valid_0's l2: 1854.76
[11] valid_0's poisson: -93.1235 valid_0's l2: 1817.28
[12] valid_0's poisson: -93.529 valid_0's l2: 1780.55
[13] valid_0's poisson: -93.9325 valid_0's l2: 1743.96
[14] valid_0's poisson: -94.3038 valid_0's l2: 1709.67
[15] valid_0's poisson: -94.6561 valid_0's l2: 1677.01
[16] valid_0's poisson: -95.0014 valid_0's l2: 1644.53
[17] valid_0's poisson: -95.3507 valid_0's l2: 1611.86
[18] valid_0's poisson: -95.6726 valid_0's l2: 1581.11
[19] valid_0's poisson: -95.978 valid_0's l2: 1552.05
[20] valid_0's poisson: -96.2927 valid_0's l2: 1522.09
[21] valid_0's poisson: -96.5781 valid_0's l2: 1494.6
[22] valid_0's poisson: -96.8591 valid_0's l2: 1467.25
[23] valid_0's poisson: -97.1432 valid_0's l2: 1439.83
[24] valid_0's poisson: -97.4031 valid_0's l2: 1414.63
[25] valid_0's poisson: -97.6576 valid_0's l2: 1389.69
[26] valid_0's poisson: -97.903 valid_0's l2: 1365.52
[27] valid_0's poisson: -98.1548 valid_0's l2: 1341.02
[28] valid_0's poisson: -98.3863 valid_0's l2: 1318.53
[29] valid_0's poisson: -98.6127 valid_0's l2: 1296.11
[30] valid_0's poisson: -98.8356 valid_0's l2: 1274.02
[31] valid_0's poisson: -99.0477 valid_0's l2: 1253.28
[32] valid_0's poisson: -99.256 valid_0's l2: 1232.83
[33] valid_0's poisson: -99.4619 valid_0's l2: 1212.32
[34] valid_0's poisson: -99.6603 valid_0's l2: 1192.75
[35] valid_0's poisson: -99.8531 valid_0's l2: 1173.63
[36] valid_0's poisson: -100.037 valid_0's l2: 1155.61
[37] valid_0's poisson: -100.218 valid_0's l2: 1138.04
[38] valid_0's poisson: -100.403 valid_0's l2: 1119.94
[39] valid_0's poisson: -100.577 valid_0's l2: 1102.8
[40] valid_0's poisson: -100.748 valid_0's l2: 1085.96
[41] valid_0's poisson: -100.91 valid_0's l2: 1070.32
[42] valid_0's poisson: -101.071 valid_0's l2: 1054.44
[43] valid_0's poisson: -101.228 valid_0's l2: 1039.35
[44] valid_0's poisson: -101.381 valid_0's l2: 1024.27
[45] valid_0's poisson: -101.527 valid_0's l2: 1009.88
[46] valid_0's poisson: -101.673 valid_0's l2: 995.531
[47] valid_0's poisson: -101.814 valid_0's l2: 981.975
[48] valid_0's poisson: -101.953 valid_0's l2: 968.421
[49] valid_0's poisson: -102.089 valid_0's l2: 955.076
[50] valid_0's poisson: -102.221 valid_0's l2: 942.354
[51] valid_0's poisson: -102.35 valid_0's l2: 929.953
[52] valid_0's poisson: -102.477 valid_0's l2: 917.749
[53] valid_0's poisson: -102.6 valid_0's l2: 906.034
[54] valid_0's poisson: -102.719 valid_0's l2: 894.58
[55] valid_0's poisson: -102.837 valid_0's l2: 883.595
[56] valid_0's poisson: -102.952 valid_0's l2: 872.822
[57] valid_0's poisson: -103.066 valid_0's l2: 862.215
[58] valid_0's poisson: -103.173 valid_0's l2: 852.196
[59] valid_0's poisson: -103.286 valid_0's l2: 841.959
[60] valid_0's poisson: -103.391 valid_0's l2: 832.348
[61] valid_0's poisson: -103.491 valid_0's l2: 823.131
[62] valid_0's poisson: -103.596 valid_0's l2: 813.688
[63] valid_0's poisson: -103.693 valid_0's l2: 804.834
[64] valid_0's poisson: -103.789 valid_0's l2: 796.049
[65] valid_0's poisson: -103.888 valid_0's l2: 787.328
[66] valid_0's poisson: -103.979 valid_0's l2: 779.14
[67] valid_0's poisson: -104.065 valid_0's l2: 771.408
[68] valid_0's poisson: -104.156 valid_0's l2: 763.463
[69] valid_0's poisson: -104.245 valid_0's l2: 755.738
[70] valid_0's poisson: -104.331 valid_0's l2: 748.279
[71] valid_0's poisson: -104.417 valid_0's l2: 741
[72] valid_0's poisson: -104.503 valid_0's l2: 733.338
[73] valid_0's poisson: -104.588 valid_0's l2: 725.879
[74] valid_0's poisson: -104.672 valid_0's l2: 718.43
[75] valid_0's poisson: -104.753 valid_0's l2: 711.423
[76] valid_0's poisson: -104.825 valid_0's l2: 705.218
[77] valid_0's poisson: -104.901 valid_0's l2: 698.579
[78] valid_0's poisson: -104.969 valid_0's l2: 692.736
[79] valid_0's poisson: -105.041 valid_0's l2: 686.549
[80] valid_0's poisson: -105.112 valid_0's l2: 680.488
[81] valid_0's poisson: -105.177 valid_0's l2: 674.871
[82] valid_0's poisson: -105.245 valid_0's l2: 669.439
[83] valid_0's poisson: -105.315 valid_0's l2: 663.625
[84] valid_0's poisson: -105.381 valid_0's l2: 658.102
[85] valid_0's poisson: -105.448 valid_0's l2: 652.348
[86] valid_0's poisson: -105.508 valid_0's l2: 647.241
[87] valid_0's poisson: -105.569 valid_0's l2: 642.157
[88] valid_0's poisson: -105.627 valid_0's l2: 637.442
[89] valid_0's poisson: -105.685 valid_0's l2: 632.632
[90] valid_0's poisson: -105.742 valid_0's l2: 628
[91] valid_0's poisson: -105.797 valid_0's l2: 623.017
[92] valid_0's poisson: -105.853 valid_0's l2: 618.225
[93] valid_0's poisson: -105.908 valid_0's l2: 613.53
[94] valid_0's poisson: -105.963 valid_0's l2: 609.138
[95] valid_0's poisson: -106.016 valid_0's l2: 604.61
[96] valid_0's poisson: -106.068 valid_0's l2: 600.157
[97] valid_0's poisson: -106.12 valid_0's l2: 595.821
[98] valid_0's poisson: -106.17 valid_0's l2: 591.84
[99] valid_0's poisson: -106.218 valid_0's l2: 587.824
[100] valid_0's poisson: -106.265 valid_0's l2: 583.784
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8674 valid_0's l2: 2249.51
[2] valid_0's poisson: -88.5255 valid_0's l2: 2199.85
[3] valid_0's poisson: -89.1502 valid_0's l2: 2151.48
[4] valid_0's poisson: -89.747 valid_0's l2: 2104.08
[5] valid_0's poisson: -90.3071 valid_0's l2: 2058.62
[6] valid_0's poisson: -90.8407 valid_0's l2: 2014.68
[7] valid_0's poisson: -91.3476 valid_0's l2: 1972.12
[8] valid_0's poisson: -91.8379 valid_0's l2: 1930.09
[9] valid_0's poisson: -92.2995 valid_0's l2: 1890.07
[10] valid_0's poisson: -92.7482 valid_0's l2: 1850.48
[11] valid_0's poisson: -93.1718 valid_0's l2: 1812.65
[12] valid_0's poisson: -93.5793 valid_0's l2: 1775.98
[13] valid_0's poisson: -93.9699 valid_0's l2: 1740.44
[14] valid_0's poisson: -94.3504 valid_0's l2: 1705.38
[15] valid_0's poisson: -94.7111 valid_0's l2: 1671.93
[16] valid_0's poisson: -95.065 valid_0's l2: 1638.79
[17] valid_0's poisson: -95.4 valid_0's l2: 1607.27
[18] valid_0's poisson: -95.7286 valid_0's l2: 1576.19
[19] valid_0's poisson: -96.0411 valid_0's l2: 1546.46
[20] valid_0's poisson: -96.3519 valid_0's l2: 1516.76
[21] valid_0's poisson: -96.6435 valid_0's l2: 1488.74
[22] valid_0's poisson: -96.9329 valid_0's l2: 1460.74
[23] valid_0's poisson: -97.2072 valid_0's l2: 1433.96
[24] valid_0's poisson: -97.4783 valid_0's l2: 1407.55
[25] valid_0's poisson: -97.734 valid_0's l2: 1382.4
[26] valid_0's poisson: -97.9819 valid_0's l2: 1357.98
[27] valid_0's poisson: -98.2224 valid_0's l2: 1334.25
[28] valid_0's poisson: -98.4568 valid_0's l2: 1311.1
[29] valid_0's poisson: -98.6823 valid_0's l2: 1289.12
[30] valid_0's poisson: -98.9015 valid_0's l2: 1267.34
[31] valid_0's poisson: -99.1121 valid_0's l2: 1246.35
[32] valid_0's poisson: -99.326 valid_0's l2: 1225.33
[33] valid_0's poisson: -99.5261 valid_0's l2: 1205.48
[34] valid_0's poisson: -99.7229 valid_0's l2: 1185.92
[35] valid_0's poisson: -99.9216 valid_0's l2: 1166.49
[36] valid_0's poisson: -100.112 valid_0's l2: 1147.37
[37] valid_0's poisson: -100.293 valid_0's l2: 1129.09
[38] valid_0's poisson: -100.47 valid_0's l2: 1111.98
[39] valid_0's poisson: -100.637 valid_0's l2: 1095.64
[40] valid_0's poisson: -100.802 valid_0's l2: 1079.6
[41] valid_0's poisson: -100.973 valid_0's l2: 1063.07
[42] valid_0's poisson: -101.128 valid_0's l2: 1047.95
[43] valid_0's poisson: -101.282 valid_0's l2: 1033.17
[44] valid_0's poisson: -101.434 valid_0's l2: 1018.11
[45] valid_0's poisson: -101.578 valid_0's l2: 1003.94
[46] valid_0's poisson: -101.728 valid_0's l2: 989.643
[47] valid_0's poisson: -101.867 valid_0's l2: 976.21
[48] valid_0's poisson: -102.001 valid_0's l2: 963.159
[49] valid_0's poisson: -102.132 valid_0's l2: 950.501
[50] valid_0's poisson: -102.261 valid_0's l2: 937.963
[51] valid_0's poisson: -102.396 valid_0's l2: 925.421
[52] valid_0's poisson: -102.519 valid_0's l2: 913.382
[53] valid_0's poisson: -102.643 valid_0's l2: 901.471
[54] valid_0's poisson: -102.765 valid_0's l2: 889.808
[55] valid_0's poisson: -102.885 valid_0's l2: 878.359
[56] valid_0's poisson: -102.998 valid_0's l2: 867.573
[57] valid_0's poisson: -103.107 valid_0's l2: 857.391
[58] valid_0's poisson: -103.221 valid_0's l2: 846.969
[59] valid_0's poisson: -103.329 valid_0's l2: 836.866
[60] valid_0's poisson: -103.434 valid_0's l2: 827.093
[61] valid_0's poisson: -103.536 valid_0's l2: 817.578
[62] valid_0's poisson: -103.637 valid_0's l2: 808.204
[63] valid_0's poisson: -103.735 valid_0's l2: 799.045
[64] valid_0's poisson: -103.829 valid_0's l2: 790.422
[65] valid_0's poisson: -103.922 valid_0's l2: 781.873
[66] valid_0's poisson: -104.012 valid_0's l2: 773.627
[67] valid_0's poisson: -104.102 valid_0's l2: 765.534
[68] valid_0's poisson: -104.189 valid_0's l2: 757.618
[69] valid_0's poisson: -104.273 valid_0's l2: 750.181
[70] valid_0's poisson: -104.357 valid_0's l2: 742.714
[71] valid_0's poisson: -104.443 valid_0's l2: 735.286
[72] valid_0's poisson: -104.526 valid_0's l2: 728.127
[73] valid_0's poisson: -104.604 valid_0's l2: 721.457
[74] valid_0's poisson: -104.684 valid_0's l2: 714.587
[75] valid_0's poisson: -104.762 valid_0's l2: 707.863
[76] valid_0's poisson: -104.835 valid_0's l2: 701.643
[77] valid_0's poisson: -104.912 valid_0's l2: 695.447
[78] valid_0's poisson: -104.981 valid_0's l2: 689.569
[79] valid_0's poisson: -105.055 valid_0's l2: 683.304
[80] valid_0's poisson: -105.122 valid_0's l2: 677.651
[81] valid_0's poisson: -105.192 valid_0's l2: 672.132
[82] valid_0's poisson: -105.257 valid_0's l2: 666.478
[83] valid_0's poisson: -105.323 valid_0's l2: 661.069
[84] valid_0's poisson: -105.385 valid_0's l2: 655.928
[85] valid_0's poisson: -105.452 valid_0's l2: 649.939
[86] valid_0's poisson: -105.513 valid_0's l2: 644.847
[87] valid_0's poisson: -105.576 valid_0's l2: 639.37
[88] valid_0's poisson: -105.639 valid_0's l2: 633.785
[89] valid_0's poisson: -105.695 valid_0's l2: 629.283
[90] valid_0's poisson: -105.756 valid_0's l2: 623.938
[91] valid_0's poisson: -105.813 valid_0's l2: 618.924
[92] valid_0's poisson: -105.869 valid_0's l2: 614.253
[93] valid_0's poisson: -105.926 valid_0's l2: 609.612
[94] valid_0's poisson: -105.979 valid_0's l2: 605.033
[95] valid_0's poisson: -106.033 valid_0's l2: 600.555
[96] valid_0's poisson: -106.084 valid_0's l2: 596.431
[97] valid_0's poisson: -106.134 valid_0's l2: 592.229
[98] valid_0's poisson: -106.184 valid_0's l2: 588.141
[99] valid_0's poisson: -106.231 valid_0's l2: 584.359
[100] valid_0's poisson: -106.281 valid_0's l2: 580.239
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8804 valid_0's l2: 2248.76
[2] valid_0's poisson: -88.5388 valid_0's l2: 2199.33
[3] valid_0's poisson: -89.1749 valid_0's l2: 2150.24
[4] valid_0's poisson: -89.7628 valid_0's l2: 2103.78
[5] valid_0's poisson: -90.3261 valid_0's l2: 2058.25
[6] valid_0's poisson: -90.858 valid_0's l2: 2014.41
[7] valid_0's poisson: -91.3752 valid_0's l2: 1970.97
[8] valid_0's poisson: -91.8568 valid_0's l2: 1929.82
[9] valid_0's poisson: -92.3286 valid_0's l2: 1888.9
[10] valid_0's poisson: -92.7731 valid_0's l2: 1849.71
[11] valid_0's poisson: -93.198 valid_0's l2: 1811.74
[12] valid_0's poisson: -93.6057 valid_0's l2: 1774.85
[13] valid_0's poisson: -94.0047 valid_0's l2: 1738.46
[14] valid_0's poisson: -94.3812 valid_0's l2: 1703.72
[15] valid_0's poisson: -94.7413 valid_0's l2: 1670.12
[16] valid_0's poisson: -95.0856 valid_0's l2: 1637.69
[17] valid_0's poisson: -95.4298 valid_0's l2: 1605.26
[18] valid_0's poisson: -95.7494 valid_0's l2: 1574.85
[19] valid_0's poisson: -96.0552 valid_0's l2: 1545.73
[20] valid_0's poisson: -96.3496 valid_0's l2: 1517.52
[21] valid_0's poisson: -96.6503 valid_0's l2: 1488.59
[22] valid_0's poisson: -96.9251 valid_0's l2: 1462.04
[23] valid_0's poisson: -97.1922 valid_0's l2: 1436.2
[24] valid_0's poisson: -97.4666 valid_0's l2: 1409.56
[25] valid_0's poisson: -97.7238 valid_0's l2: 1384.46
[26] valid_0's poisson: -97.9703 valid_0's l2: 1360.21
[27] valid_0's poisson: -98.2123 valid_0's l2: 1336.43
[28] valid_0's poisson: -98.445 valid_0's l2: 1313.58
[29] valid_0's poisson: -98.6811 valid_0's l2: 1290.49
[30] valid_0's poisson: -98.9042 valid_0's l2: 1268.41
[31] valid_0's poisson: -99.1159 valid_0's l2: 1247.54
[32] valid_0's poisson: -99.326 valid_0's l2: 1226.73
[33] valid_0's poisson: -99.5361 valid_0's l2: 1206.16
[34] valid_0's poisson: -99.731 valid_0's l2: 1186.96
[35] valid_0's poisson: -99.9216 valid_0's l2: 1168.15
[36] valid_0's poisson: -100.109 valid_0's l2: 1149.67
[37] valid_0's poisson: -100.291 valid_0's l2: 1131.63
[38] valid_0's poisson: -100.466 valid_0's l2: 1114.44
[39] valid_0's poisson: -100.638 valid_0's l2: 1097.45
[40] valid_0's poisson: -100.807 valid_0's l2: 1080.58
[41] valid_0's poisson: -100.969 valid_0's l2: 1065.05
[42] valid_0's poisson: -101.128 valid_0's l2: 1049.36
[43] valid_0's poisson: -101.283 valid_0's l2: 1034.42
[44] valid_0's poisson: -101.436 valid_0's l2: 1019.26
[45] valid_0's poisson: -101.581 valid_0's l2: 1005.21
[46] valid_0's poisson: -101.728 valid_0's l2: 990.689
[47] valid_0's poisson: -101.873 valid_0's l2: 976.901
[48] valid_0's poisson: -102.012 valid_0's l2: 963.274
[49] valid_0's poisson: -102.148 valid_0's l2: 950.025
[50] valid_0's poisson: -102.28 valid_0's l2: 937.325
[51] valid_0's poisson: -102.408 valid_0's l2: 924.84
[52] valid_0's poisson: -102.533 valid_0's l2: 912.956
[53] valid_0's poisson: -102.654 valid_0's l2: 901.137
[54] valid_0's poisson: -102.772 valid_0's l2: 889.925
[55] valid_0's poisson: -102.894 valid_0's l2: 878.724
[56] valid_0's poisson: -103.01 valid_0's l2: 867.804
[57] valid_0's poisson: -103.122 valid_0's l2: 857.132
[58] valid_0's poisson: -103.231 valid_0's l2: 846.807
[59] valid_0's poisson: -103.338 valid_0's l2: 836.801
[60] valid_0's poisson: -103.442 valid_0's l2: 827.148
[61] valid_0's poisson: -103.545 valid_0's l2: 817.744
[62] valid_0's poisson: -103.643 valid_0's l2: 808.757
[63] valid_0's poisson: -103.741 valid_0's l2: 799.761
[64] valid_0's poisson: -103.836 valid_0's l2: 791.217
[65] valid_0's poisson: -103.929 valid_0's l2: 782.681
[66] valid_0's poisson: -104.024 valid_0's l2: 774.291
[67] valid_0's poisson: -104.113 valid_0's l2: 766.484
[68] valid_0's poisson: -104.2 valid_0's l2: 758.8
[69] valid_0's poisson: -104.284 valid_0's l2: 751.356
[70] valid_0's poisson: -104.368 valid_0's l2: 743.827
[71] valid_0's poisson: -104.449 valid_0's l2: 736.749
[72] valid_0's poisson: -104.534 valid_0's l2: 729.557
[73] valid_0's poisson: -104.611 valid_0's l2: 722.652
[74] valid_0's poisson: -104.691 valid_0's l2: 715.817
[75] valid_0's poisson: -104.771 valid_0's l2: 709.2
[76] valid_0's poisson: -104.852 valid_0's l2: 701.983
[77] valid_0's poisson: -104.929 valid_0's l2: 695.334
[78] valid_0's poisson: -105.006 valid_0's l2: 688.551
[79] valid_0's poisson: -105.075 valid_0's l2: 682.531
[80] valid_0's poisson: -105.147 valid_0's l2: 676.316
[81] valid_0's poisson: -105.217 valid_0's l2: 670.261
[82] valid_0's poisson: -105.288 valid_0's l2: 664.159
[83] valid_0's poisson: -105.352 valid_0's l2: 658.662
[84] valid_0's poisson: -105.419 valid_0's l2: 653.018
[85] valid_0's poisson: -105.485 valid_0's l2: 647.894
[86] valid_0's poisson: -105.55 valid_0's l2: 642.311
[87] valid_0's poisson: -105.611 valid_0's l2: 637.194
[88] valid_0's poisson: -105.672 valid_0's l2: 631.947
[89] valid_0's poisson: -105.73 valid_0's l2: 627.14
[90] valid_0's poisson: -105.79 valid_0's l2: 622.418
[91] valid_0's poisson: -105.847 valid_0's l2: 617.586
[92] valid_0's poisson: -105.903 valid_0's l2: 613.069
[93] valid_0's poisson: -105.958 valid_0's l2: 608.442
[94] valid_0's poisson: -106.01 valid_0's l2: 603.908
[95] valid_0's poisson: -106.06 valid_0's l2: 599.747
[96] valid_0's poisson: -106.112 valid_0's l2: 595.493
[97] valid_0's poisson: -106.161 valid_0's l2: 591.302
[98] valid_0's poisson: -106.212 valid_0's l2: 587.186
[99] valid_0's poisson: -106.259 valid_0's l2: 583.227
[100] valid_0's poisson: -106.307 valid_0's l2: 579.711
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8548 valid_0's l2: 2250.27
[2] valid_0's poisson: -88.5048 valid_0's l2: 2201.1
[3] valid_0's poisson: -89.1187 valid_0's l2: 2153.43
[4] valid_0's poisson: -89.7137 valid_0's l2: 2106.14
[5] valid_0's poisson: -90.2776 valid_0's l2: 2060.3
[6] valid_0's poisson: -90.8129 valid_0's l2: 2015.88
[7] valid_0's poisson: -91.3245 valid_0's l2: 1972.7
[8] valid_0's poisson: -91.8098 valid_0's l2: 1931
[9] valid_0's poisson: -92.2748 valid_0's l2: 1890.48
[10] valid_0's poisson: -92.7189 valid_0's l2: 1851.23
[11] valid_0's poisson: -93.1427 valid_0's l2: 1813.36
[12] valid_0's poisson: -93.5509 valid_0's l2: 1776.45
[13] valid_0's poisson: -93.9427 valid_0's l2: 1740.83
[14] valid_0's poisson: -94.3204 valid_0's l2: 1706.07
[15] valid_0's poisson: -94.6846 valid_0's l2: 1672.33
[16] valid_0's poisson: -95.0337 valid_0's l2: 1639.69
[17] valid_0's poisson: -95.3722 valid_0's l2: 1607.74
[18] valid_0's poisson: -95.6963 valid_0's l2: 1577.01
[19] valid_0's poisson: -96.0151 valid_0's l2: 1546.67
[20] valid_0's poisson: -96.3153 valid_0's l2: 1517.76
[21] valid_0's poisson: -96.6086 valid_0's l2: 1489.45
[22] valid_0's poisson: -96.8883 valid_0's l2: 1462.38
[23] valid_0's poisson: -97.1615 valid_0's l2: 1435.79
[24] valid_0's poisson: -97.4336 valid_0's l2: 1409.4
[25] valid_0's poisson: -97.6893 valid_0's l2: 1384.63
[26] valid_0's poisson: -97.9365 valid_0's l2: 1360.32
[27] valid_0's poisson: -98.1723 valid_0's l2: 1337.24
[28] valid_0's poisson: -98.4035 valid_0's l2: 1314.73
[29] valid_0's poisson: -98.6374 valid_0's l2: 1291.85
[30] valid_0's poisson: -98.8552 valid_0's l2: 1270.5
[31] valid_0's poisson: -99.0667 valid_0's l2: 1249.77
[32] valid_0's poisson: -99.2764 valid_0's l2: 1229.07
[33] valid_0's poisson: -99.4853 valid_0's l2: 1208.63
[34] valid_0's poisson: -99.6815 valid_0's l2: 1189.44
[35] valid_0's poisson: -99.8697 valid_0's l2: 1170.94
[36] valid_0's poisson: -100.059 valid_0's l2: 1152.2
[37] valid_0's poisson: -100.242 valid_0's l2: 1134.28
[38] valid_0's poisson: -100.419 valid_0's l2: 1116.78
[39] valid_0's poisson: -100.595 valid_0's l2: 1099.34
[40] valid_0's poisson: -100.763 valid_0's l2: 1082.75
[41] valid_0's poisson: -100.93 valid_0's l2: 1066.26
[42] valid_0's poisson: -101.089 valid_0's l2: 1050.51
[43] valid_0's poisson: -101.244 valid_0's l2: 1035.3
[44] valid_0's poisson: -101.398 valid_0's l2: 1020.11
[45] valid_0's poisson: -101.545 valid_0's l2: 1005.86
[46] valid_0's poisson: -101.692 valid_0's l2: 991.372
[47] valid_0's poisson: -101.833 valid_0's l2: 977.785
[48] valid_0's poisson: -101.969 valid_0's l2: 964.456
[49] valid_0's poisson: -102.103 valid_0's l2: 951.814
[50] valid_0's poisson: -102.237 valid_0's l2: 938.842
[51] valid_0's poisson: -102.366 valid_0's l2: 926.391
[52] valid_0's poisson: -102.49 valid_0's l2: 914.639
[53] valid_0's poisson: -102.61 valid_0's l2: 903.026
[54] valid_0's poisson: -102.731 valid_0's l2: 891.565
[55] valid_0's poisson: -102.85 valid_0's l2: 880.272
[56] valid_0's poisson: -102.967 valid_0's l2: 869.253
[57] valid_0's poisson: -103.077 valid_0's l2: 859.398
[58] valid_0's poisson: -103.189 valid_0's l2: 848.826
[59] valid_0's poisson: -103.295 valid_0's l2: 838.985
[60] valid_0's poisson: -103.401 valid_0's l2: 829.103
[61] valid_0's poisson: -103.504 valid_0's l2: 819.463
[62] valid_0's poisson: -103.605 valid_0's l2: 810.143
[63] valid_0's poisson: -103.702 valid_0's l2: 801.283
[64] valid_0's poisson: -103.798 valid_0's l2: 792.558
[65] valid_0's poisson: -103.893 valid_0's l2: 784.169
[66] valid_0's poisson: -103.983 valid_0's l2: 776.154
[67] valid_0's poisson: -104.078 valid_0's l2: 767.603
[68] valid_0's poisson: -104.165 valid_0's l2: 759.702
[69] valid_0's poisson: -104.256 valid_0's l2: 751.696
[70] valid_0's poisson: -104.34 valid_0's l2: 744.311
[71] valid_0's poisson: -104.427 valid_0's l2: 736.752
[72] valid_0's poisson: -104.506 valid_0's l2: 729.744
[73] valid_0's poisson: -104.589 valid_0's l2: 722.561
[74] valid_0's poisson: -104.671 valid_0's l2: 715.587
[75] valid_0's poisson: -104.753 valid_0's l2: 708.306
[76] valid_0's poisson: -104.826 valid_0's l2: 701.997
[77] valid_0's poisson: -104.905 valid_0's l2: 695.108
[78] valid_0's poisson: -104.976 valid_0's l2: 688.884
[79] valid_0's poisson: -105.052 valid_0's l2: 682.306
[80] valid_0's poisson: -105.126 valid_0's l2: 676.003
[81] valid_0's poisson: -105.192 valid_0's l2: 670.32
[82] valid_0's poisson: -105.263 valid_0's l2: 664.113
[83] valid_0's poisson: -105.327 valid_0's l2: 658.752
[84] valid_0's poisson: -105.394 valid_0's l2: 653.035
[85] valid_0's poisson: -105.46 valid_0's l2: 647.459
[86] valid_0's poisson: -105.521 valid_0's l2: 642.091
[87] valid_0's poisson: -105.585 valid_0's l2: 636.65
[88] valid_0's poisson: -105.643 valid_0's l2: 631.542
[89] valid_0's poisson: -105.703 valid_0's l2: 626.579
[90] valid_0's poisson: -105.759 valid_0's l2: 621.735
[91] valid_0's poisson: -105.818 valid_0's l2: 616.815
[92] valid_0's poisson: -105.874 valid_0's l2: 611.952
[93] valid_0's poisson: -105.931 valid_0's l2: 607.275
[94] valid_0's poisson: -105.986 valid_0's l2: 602.636
[95] valid_0's poisson: -106.041 valid_0's l2: 598.285
[96] valid_0's poisson: -106.089 valid_0's l2: 594.142
[97] valid_0's poisson: -106.14 valid_0's l2: 590.035
[98] valid_0's poisson: -106.19 valid_0's l2: 585.895
[99] valid_0's poisson: -106.239 valid_0's l2: 581.808
[100] valid_0's poisson: -106.287 valid_0's l2: 578.153
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -92.2012 valid_0's l2: 1935.45
[2] valid_0's poisson: -95.5297 valid_0's l2: 1653.01
[3] valid_0's poisson: -97.8755 valid_0's l2: 1463.13
[4] valid_0's poisson: -99.6249 valid_0's l2: 1321.12
[5] valid_0's poisson: -100.776 valid_0's l2: 1216.3
[6] valid_0's poisson: -101.738 valid_0's l2: 1126.8
[7] valid_0's poisson: -102.459 valid_0's l2: 1057.75
[8] valid_0's poisson: -103.312 valid_0's l2: 983.765
[9] valid_0's poisson: -103.675 valid_0's l2: 940.487
[10] valid_0's poisson: -104.192 valid_0's l2: 896.885
[11] valid_0's poisson: -104.446 valid_0's l2: 863.408
[12] valid_0's poisson: -104.766 valid_0's l2: 834.828
[13] valid_0's poisson: -104.909 valid_0's l2: 813.063
[14] valid_0's poisson: -103.879 valid_0's l2: 790.798
[15] valid_0's poisson: -103.341 valid_0's l2: 773.832
[16] valid_0's poisson: -103.09 valid_0's l2: 757.523
[17] valid_0's poisson: -103.122 valid_0's l2: 742.941
[18] valid_0's poisson: -102.86 valid_0's l2: 732.891
[19] valid_0's poisson: -102.496 valid_0's l2: 720.889
[20] valid_0's poisson: -101.578 valid_0's l2: 712.643
[21] valid_0's poisson: -100.908 valid_0's l2: 703.686
[22] valid_0's poisson: -99.9779 valid_0's l2: 694.777
[23] valid_0's poisson: -100.455 valid_0's l2: 687.91
[24] valid_0's poisson: -100.073 valid_0's l2: 683.448
[25] valid_0's poisson: -100.185 valid_0's l2: 678.326
[26] valid_0's poisson: -99.579 valid_0's l2: 676.043
[27] valid_0's poisson: -99.6791 valid_0's l2: 674.884
[28] valid_0's poisson: -99.5331 valid_0's l2: 669.183
[29] valid_0's poisson: -99.3798 valid_0's l2: 667.209
[30] valid_0's poisson: -99.3318 valid_0's l2: 657.94
[31] valid_0's poisson: -99.4055 valid_0's l2: 652.953
[32] valid_0's poisson: -98.9184 valid_0's l2: 650.676
[33] valid_0's poisson: -98.2297 valid_0's l2: 648.571
[34] valid_0's poisson: -98.6554 valid_0's l2: 643.854
[35] valid_0's poisson: -97.3487 valid_0's l2: 640.031
[36] valid_0's poisson: -97.5309 valid_0's l2: 638.709
[37] valid_0's poisson: -97.4674 valid_0's l2: 637.544
[38] valid_0's poisson: -98.4778 valid_0's l2: 635.555
[39] valid_0's poisson: -98.0038 valid_0's l2: 633.518
[40] valid_0's poisson: -98.6875 valid_0's l2: 622.017
[41] valid_0's poisson: -98.2177 valid_0's l2: 618.526
[42] valid_0's poisson: -98.176 valid_0's l2: 614.744
[43] valid_0's poisson: -98.2451 valid_0's l2: 610.942
[44] valid_0's poisson: -97.9081 valid_0's l2: 608.303
[45] valid_0's poisson: -97.5039 valid_0's l2: 607.372
[46] valid_0's poisson: -97.5835 valid_0's l2: 604.792
[47] valid_0's poisson: -98.0177 valid_0's l2: 602.589
[48] valid_0's poisson: -97.3819 valid_0's l2: 602.746
[49] valid_0's poisson: -97.5013 valid_0's l2: 600.901
[50] valid_0's poisson: -97.2653 valid_0's l2: 597.816
[51] valid_0's poisson: -96.9528 valid_0's l2: 596.227
[52] valid_0's poisson: -96.9822 valid_0's l2: 592.75
[53] valid_0's poisson: -96.7379 valid_0's l2: 592.014
[54] valid_0's poisson: -96.4846 valid_0's l2: 590.348
[55] valid_0's poisson: -96.1316 valid_0's l2: 589.632
[56] valid_0's poisson: -96.7059 valid_0's l2: 587.898
[57] valid_0's poisson: -97.2855 valid_0's l2: 579.402
[58] valid_0's poisson: -97.6364 valid_0's l2: 578.388
[59] valid_0's poisson: -98.0578 valid_0's l2: 577.081
[60] valid_0's poisson: -98.2013 valid_0's l2: 573.516
[61] valid_0's poisson: -98.1453 valid_0's l2: 570.989
[62] valid_0's poisson: -98.0722 valid_0's l2: 570.222
[63] valid_0's poisson: -98.0649 valid_0's l2: 569.179
[64] valid_0's poisson: -98.2891 valid_0's l2: 568.477
[65] valid_0's poisson: -98.4094 valid_0's l2: 567.872
[66] valid_0's poisson: -98.6516 valid_0's l2: 567.569
[67] valid_0's poisson: -98.1302 valid_0's l2: 567.055
[68] valid_0's poisson: -98.3408 valid_0's l2: 566.179
[69] valid_0's poisson: -97.984 valid_0's l2: 563.009
[70] valid_0's poisson: -98.1941 valid_0's l2: 561.244
[71] valid_0's poisson: -98.1872 valid_0's l2: 560.232
[72] valid_0's poisson: -97.8936 valid_0's l2: 559.732
[73] valid_0's poisson: -97.9136 valid_0's l2: 559.49
[74] valid_0's poisson: -97.9095 valid_0's l2: 558.774
[75] valid_0's poisson: -97.9347 valid_0's l2: 558.914
[76] valid_0's poisson: -98.0352 valid_0's l2: 557.553
[77] valid_0's poisson: -97.8917 valid_0's l2: 557.502
[78] valid_0's poisson: -97.9658 valid_0's l2: 557.43
[79] valid_0's poisson: -97.3845 valid_0's l2: 556.003
[80] valid_0's poisson: -97.4307 valid_0's l2: 554.182
[81] valid_0's poisson: -97.5711 valid_0's l2: 553.438
[82] valid_0's poisson: -97.5632 valid_0's l2: 553.568
[83] valid_0's poisson: -97.746 valid_0's l2: 553.392
[84] valid_0's poisson: -97.6466 valid_0's l2: 552.237
[85] valid_0's poisson: -97.5759 valid_0's l2: 551.28
[86] valid_0's poisson: -97.5752 valid_0's l2: 550.497
[87] valid_0's poisson: -97.4393 valid_0's l2: 550.302
[88] valid_0's poisson: -97.6086 valid_0's l2: 549.044
[89] valid_0's poisson: -97.4382 valid_0's l2: 547.324
[90] valid_0's poisson: -97.5059 valid_0's l2: 546.358
[91] valid_0's poisson: -97.5965 valid_0's l2: 545.971
[92] valid_0's poisson: -97.3962 valid_0's l2: 544.46
[93] valid_0's poisson: -97.3454 valid_0's l2: 543.953
[94] valid_0's poisson: -97.2616 valid_0's l2: 542.999
[95] valid_0's poisson: -97.2093 valid_0's l2: 542.673
[96] valid_0's poisson: -97.1821 valid_0's l2: 542.534
[97] valid_0's poisson: -97.5055 valid_0's l2: 541.762
[98] valid_0's poisson: -97.42 valid_0's l2: 541.524
[99] valid_0's poisson: -97.0926 valid_0's l2: 539.568
[100] valid_0's poisson: -96.938 valid_0's l2: 538.997
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -91.9955 valid_0's l2: 1918.45
[2] valid_0's poisson: -95.6795 valid_0's l2: 1638.76
[3] valid_0's poisson: -97.9873 valid_0's l2: 1451.82
[4] valid_0's poisson: -99.7184 valid_0's l2: 1312
[5] valid_0's poisson: -100.834 valid_0's l2: 1208.84
[6] valid_0's poisson: -101.815 valid_0's l2: 1117.95
[7] valid_0's poisson: -102.534 valid_0's l2: 1049.85
[8] valid_0's poisson: -103.364 valid_0's l2: 977.191
[9] valid_0's poisson: -103.731 valid_0's l2: 934.099
[10] valid_0's poisson: -104.233 valid_0's l2: 897.248
[11] valid_0's poisson: -104.421 valid_0's l2: 866.698
[12] valid_0's poisson: -104.343 valid_0's l2: 838.183
[13] valid_0's poisson: -104.301 valid_0's l2: 812.206
[14] valid_0's poisson: -103.908 valid_0's l2: 791.75
[15] valid_0's poisson: -102.388 valid_0's l2: 772.102
[16] valid_0's poisson: -101.89 valid_0's l2: 759.886
[17] valid_0's poisson: -101.405 valid_0's l2: 741.985
[18] valid_0's poisson: -101.29 valid_0's l2: 729.458
[19] valid_0's poisson: -101.193 valid_0's l2: 720.611
[20] valid_0's poisson: -101.152 valid_0's l2: 713.238
[21] valid_0's poisson: -101.236 valid_0's l2: 708.831
[22] valid_0's poisson: -101.244 valid_0's l2: 700.679
[23] valid_0's poisson: -100.42 valid_0's l2: 694.781
[24] valid_0's poisson: -100.519 valid_0's l2: 692.088
[25] valid_0's poisson: -99.6807 valid_0's l2: 688.105
[26] valid_0's poisson: -98.9235 valid_0's l2: 682.451
[27] valid_0's poisson: -98.7837 valid_0's l2: 680.316
[28] valid_0's poisson: -98.1618 valid_0's l2: 676.564
[29] valid_0's poisson: -98.0186 valid_0's l2: 673.537
[30] valid_0's poisson: -96.7706 valid_0's l2: 666.856
[31] valid_0's poisson: -98.179 valid_0's l2: 665.191
[32] valid_0's poisson: -97.0597 valid_0's l2: 662.83
[33] valid_0's poisson: -96.9729 valid_0's l2: 661.753
[34] valid_0's poisson: -97.3555 valid_0's l2: 658.014
[35] valid_0's poisson: -97.6477 valid_0's l2: 653.07
[36] valid_0's poisson: -98.0076 valid_0's l2: 651.49
[37] valid_0's poisson: -97.3757 valid_0's l2: 648.125
[38] valid_0's poisson: -98.7183 valid_0's l2: 629.647
[39] valid_0's poisson: -99.048 valid_0's l2: 627.596
[40] valid_0's poisson: -98.6078 valid_0's l2: 626.104
[41] valid_0's poisson: -99.0017 valid_0's l2: 624.995
[42] valid_0's poisson: -98.2994 valid_0's l2: 623.174
[43] valid_0's poisson: -98.5914 valid_0's l2: 622.627
[44] valid_0's poisson: -98.3603 valid_0's l2: 620.83
[45] valid_0's poisson: -98.1294 valid_0's l2: 617.344
[46] valid_0's poisson: -97.2214 valid_0's l2: 614.794
[47] valid_0's poisson: -97.1362 valid_0's l2: 612.825
[48] valid_0's poisson: -97.4329 valid_0's l2: 611.625
[49] valid_0's poisson: -97.7694 valid_0's l2: 609.304
[50] valid_0's poisson: -97.458 valid_0's l2: 607.672
[51] valid_0's poisson: -97.112 valid_0's l2: 606.367
[52] valid_0's poisson: -96.9397 valid_0's l2: 605.772
[53] valid_0's poisson: -96.9358 valid_0's l2: 605.853
[54] valid_0's poisson: -96.8242 valid_0's l2: 603.264
[55] valid_0's poisson: -96.4274 valid_0's l2: 602.148
[56] valid_0's poisson: -96.3998 valid_0's l2: 600.988
[57] valid_0's poisson: -96.4206 valid_0's l2: 600.364
[58] valid_0's poisson: -96.3218 valid_0's l2: 600
[59] valid_0's poisson: -96.3549 valid_0's l2: 599.202
[60] valid_0's poisson: -96.4088 valid_0's l2: 598.38
[61] valid_0's poisson: -95.5696 valid_0's l2: 593.976
[62] valid_0's poisson: -95.8961 valid_0's l2: 591.209
[63] valid_0's poisson: -95.8383 valid_0's l2: 590.399
[64] valid_0's poisson: -96.1065 valid_0's l2: 589.116
[65] valid_0's poisson: -96.7344 valid_0's l2: 579.081
[66] valid_0's poisson: -96.6505 valid_0's l2: 579.381
[67] valid_0's poisson: -96.5751 valid_0's l2: 577.232
[68] valid_0's poisson: -96.9298 valid_0's l2: 576.522
[69] valid_0's poisson: -96.6379 valid_0's l2: 574.566
[70] valid_0's poisson: -96.9931 valid_0's l2: 573.631
[71] valid_0's poisson: -96.91 valid_0's l2: 573.701
[72] valid_0's poisson: -96.6273 valid_0's l2: 573.273
[73] valid_0's poisson: -96.3028 valid_0's l2: 572.153
[74] valid_0's poisson: -96.1563 valid_0's l2: 571.876
[75] valid_0's poisson: -96.2932 valid_0's l2: 569.725
[76] valid_0's poisson: -96.3008 valid_0's l2: 568.716
[77] valid_0's poisson: -96.4823 valid_0's l2: 566.735
[78] valid_0's poisson: -96.5628 valid_0's l2: 566.66
[79] valid_0's poisson: -95.7887 valid_0's l2: 563.395
[80] valid_0's poisson: -96.4571 valid_0's l2: 562.823
[81] valid_0's poisson: -96.816 valid_0's l2: 561.671
[82] valid_0's poisson: -96.7662 valid_0's l2: 560.761
[83] valid_0's poisson: -97.0077 valid_0's l2: 559.184
[84] valid_0's poisson: -97.0115 valid_0's l2: 559.189
[85] valid_0's poisson: -97.0086 valid_0's l2: 559.303
[86] valid_0's poisson: -96.6525 valid_0's l2: 557.542
[87] valid_0's poisson: -95.864 valid_0's l2: 554.251
[88] valid_0's poisson: -96.2322 valid_0's l2: 553.396
[89] valid_0's poisson: -96.4343 valid_0's l2: 551.865
[90] valid_0's poisson: -96.3553 valid_0's l2: 551.639
[91] valid_0's poisson: -96.2784 valid_0's l2: 551.098
[92] valid_0's poisson: -96.3214 valid_0's l2: 551.255
[93] valid_0's poisson: -96.3513 valid_0's l2: 551.132
[94] valid_0's poisson: -96.5513 valid_0's l2: 550.351
[95] valid_0's poisson: -96.4557 valid_0's l2: 548.151
[96] valid_0's poisson: -96.5776 valid_0's l2: 546.853
[97] valid_0's poisson: -96.6044 valid_0's l2: 546.686
[98] valid_0's poisson: -96.5624 valid_0's l2: 546.18
[99] valid_0's poisson: -96.4002 valid_0's l2: 544.137
[100] valid_0's poisson: -95.9758 valid_0's l2: 543.384
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -92.2567 valid_0's l2: 1928.41
[2] valid_0's poisson: -95.5885 valid_0's l2: 1642.21
[3] valid_0's poisson: -97.9411 valid_0's l2: 1450.52
[4] valid_0's poisson: -99.4208 valid_0's l2: 1312.82
[5] valid_0's poisson: -100.65 valid_0's l2: 1201.68
[6] valid_0's poisson: -101.841 valid_0's l2: 1106.72
[7] valid_0's poisson: -102.705 valid_0's l2: 1032.07
[8] valid_0's poisson: -103.311 valid_0's l2: 976.42
[9] valid_0's poisson: -103.831 valid_0's l2: 930.312
[10] valid_0's poisson: -104.301 valid_0's l2: 886.721
[11] valid_0's poisson: -104.547 valid_0's l2: 853.295
[12] valid_0's poisson: -104.501 valid_0's l2: 826.674
[13] valid_0's poisson: -104.389 valid_0's l2: 803.76
[14] valid_0's poisson: -104.255 valid_0's l2: 785.811
[15] valid_0's poisson: -102.816 valid_0's l2: 771.44
[16] valid_0's poisson: -102.429 valid_0's l2: 754.094
[17] valid_0's poisson: -101.934 valid_0's l2: 739.303
[18] valid_0's poisson: -101.677 valid_0's l2: 725.446
[19] valid_0's poisson: -101.894 valid_0's l2: 715.675
[20] valid_0's poisson: -101.599 valid_0's l2: 706.805
[21] valid_0's poisson: -101.195 valid_0's l2: 701.791
[22] valid_0's poisson: -101.116 valid_0's l2: 690.71
[23] valid_0's poisson: -100.572 valid_0's l2: 683.835
[24] valid_0's poisson: -100.607 valid_0's l2: 678.271
[25] valid_0's poisson: -98.966 valid_0's l2: 675.233
[26] valid_0's poisson: -99.0681 valid_0's l2: 673.336
[27] valid_0's poisson: -98.6134 valid_0's l2: 668.469
[28] valid_0's poisson: -98.5877 valid_0's l2: 666.787
[29] valid_0's poisson: -98.8086 valid_0's l2: 664.142
[30] valid_0's poisson: -98.5905 valid_0's l2: 660.989
[31] valid_0's poisson: -98.7169 valid_0's l2: 659.357
[32] valid_0's poisson: -98.6071 valid_0's l2: 657.593
[33] valid_0's poisson: -98.4006 valid_0's l2: 655.26
[34] valid_0's poisson: -98.1089 valid_0's l2: 653.007
[35] valid_0's poisson: -97.9999 valid_0's l2: 650.911
[36] valid_0's poisson: -97.7958 valid_0's l2: 645.991
[37] valid_0's poisson: -97.8266 valid_0's l2: 642.137
[38] valid_0's poisson: -97.838 valid_0's l2: 639.958
[39] valid_0's poisson: -96.7542 valid_0's l2: 636.23
[40] valid_0's poisson: -97.6096 valid_0's l2: 634.986
[41] valid_0's poisson: -97.8143 valid_0's l2: 633.269
[42] valid_0's poisson: -98.0222 valid_0's l2: 616.039
[43] valid_0's poisson: -98.2812 valid_0's l2: 613.279
[44] valid_0's poisson: -97.8847 valid_0's l2: 611.456
[45] valid_0's poisson: -98.1804 valid_0's l2: 609.729
[46] valid_0's poisson: -97.7319 valid_0's l2: 606.705
[47] valid_0's poisson: -97.6943 valid_0's l2: 606.11
[48] valid_0's poisson: -97.4784 valid_0's l2: 604.152
[49] valid_0's poisson: -97.8062 valid_0's l2: 603.482
[50] valid_0's poisson: -97.1825 valid_0's l2: 601.324
[51] valid_0's poisson: -97.1189 valid_0's l2: 597.445
[52] valid_0's poisson: -96.8222 valid_0's l2: 595.972
[53] valid_0's poisson: -96.8622 valid_0's l2: 592.851
[54] valid_0's poisson: -97.0042 valid_0's l2: 592.949
[55] valid_0's poisson: -96.9287 valid_0's l2: 592.259
[56] valid_0's poisson: -96.8642 valid_0's l2: 591.814
[57] valid_0's poisson: -96.2269 valid_0's l2: 590.613
[58] valid_0's poisson: -96.6233 valid_0's l2: 589.843
[59] valid_0's poisson: -96.4109 valid_0's l2: 588.61
[60] valid_0's poisson: -96.4635 valid_0's l2: 587.725
[61] valid_0's poisson: -96.5475 valid_0's l2: 585.185
[62] valid_0's poisson: -96.1833 valid_0's l2: 584.442
[63] valid_0's poisson: -96.131 valid_0's l2: 582.721
[64] valid_0's poisson: -96.4314 valid_0's l2: 581.79
[65] valid_0's poisson: -96.4078 valid_0's l2: 581.449
[66] valid_0's poisson: -96.0102 valid_0's l2: 579.775
[67] valid_0's poisson: -96.0131 valid_0's l2: 578.769
[68] valid_0's poisson: -96.5436 valid_0's l2: 577.959
[69] valid_0's poisson: -96.3271 valid_0's l2: 576.865
[70] valid_0's poisson: -96.6251 valid_0's l2: 574.644
[71] valid_0's poisson: -96.8459 valid_0's l2: 573.072
[72] valid_0's poisson: -96.2869 valid_0's l2: 569.636
[73] valid_0's poisson: -96.6617 valid_0's l2: 568.439
[74] valid_0's poisson: -95.8758 valid_0's l2: 565.701
[75] valid_0's poisson: -96.2822 valid_0's l2: 565.393
[76] valid_0's poisson: -96.0279 valid_0's l2: 565.31
[77] valid_0's poisson: -96.008 valid_0's l2: 565.411
[78] valid_0's poisson: -96.0695 valid_0's l2: 565.383
[79] valid_0's poisson: -95.7772 valid_0's l2: 565.26
[80] valid_0's poisson: -95.9347 valid_0's l2: 563.207
[81] valid_0's poisson: -96.0036 valid_0's l2: 562.845
[82] valid_0's poisson: -95.9163 valid_0's l2: 562.48
[83] valid_0's poisson: -95.8444 valid_0's l2: 560.634
[84] valid_0's poisson: -95.8597 valid_0's l2: 559.975
[85] valid_0's poisson: -95.8303 valid_0's l2: 559.655
[86] valid_0's poisson: -95.7802 valid_0's l2: 558.698
[87] valid_0's poisson: -95.9833 valid_0's l2: 558.022
[88] valid_0's poisson: -96.246 valid_0's l2: 556.929
[89] valid_0's poisson: -96.3372 valid_0's l2: 556.264
[90] valid_0's poisson: -96.4416 valid_0's l2: 556.29
[91] valid_0's poisson: -96.3117 valid_0's l2: 555.741
[92] valid_0's poisson: -96.2273 valid_0's l2: 553.527
[93] valid_0's poisson: -96.2097 valid_0's l2: 552.954
[94] valid_0's poisson: -95.9251 valid_0's l2: 550.366
[95] valid_0's poisson: -95.8815 valid_0's l2: 550.162
[96] valid_0's poisson: -95.7741 valid_0's l2: 549.779
[97] valid_0's poisson: -95.773 valid_0's l2: 549.903
[98] valid_0's poisson: -95.904 valid_0's l2: 549.77
[99] valid_0's poisson: -95.8351 valid_0's l2: 548.997
[100] valid_0's poisson: -96.0351 valid_0's l2: 548.299
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -92.2588 valid_0's l2: 1929.8
[2] valid_0's poisson: -95.5617 valid_0's l2: 1648.95
[3] valid_0's poisson: -97.931 valid_0's l2: 1457.08
[4] valid_0's poisson: -99.6912 valid_0's l2: 1313.66
[5] valid_0's poisson: -100.845 valid_0's l2: 1209.5
[6] valid_0's poisson: -101.817 valid_0's l2: 1120.02
[7] valid_0's poisson: -102.533 valid_0's l2: 1051.01
[8] valid_0's poisson: -103.379 valid_0's l2: 976.806
[9] valid_0's poisson: -103.734 valid_0's l2: 933.421
[10] valid_0's poisson: -104.264 valid_0's l2: 895.109
[11] valid_0's poisson: -104.485 valid_0's l2: 865.324
[12] valid_0's poisson: -104.587 valid_0's l2: 832.462
[13] valid_0's poisson: -104.531 valid_0's l2: 806.87
[14] valid_0's poisson: -104.243 valid_0's l2: 782.769
[15] valid_0's poisson: -104.039 valid_0's l2: 762.4
[16] valid_0's poisson: -103.63 valid_0's l2: 747.955
[17] valid_0's poisson: -103.553 valid_0's l2: 733.005
[18] valid_0's poisson: -103.073 valid_0's l2: 721.691
[19] valid_0's poisson: -101.908 valid_0's l2: 713.017
[20] valid_0's poisson: -101.248 valid_0's l2: 702.741
[21] valid_0's poisson: -101.178 valid_0's l2: 692.936
[22] valid_0's poisson: -101.593 valid_0's l2: 687.835
[23] valid_0's poisson: -101.432 valid_0's l2: 681.96
[24] valid_0's poisson: -101.309 valid_0's l2: 678.353
[25] valid_0's poisson: -100.793 valid_0's l2: 671.358
[26] valid_0's poisson: -100.579 valid_0's l2: 665.12
[27] valid_0's poisson: -100.695 valid_0's l2: 662.563
[28] valid_0's poisson: -100.55 valid_0's l2: 659.178
[29] valid_0's poisson: -100.355 valid_0's l2: 657.434
[30] valid_0's poisson: -99.9761 valid_0's l2: 652.024
[31] valid_0's poisson: -99.5135 valid_0's l2: 649.405
[32] valid_0's poisson: -98.6516 valid_0's l2: 646.865
[33] valid_0's poisson: -97.8759 valid_0's l2: 643.402
[34] valid_0's poisson: -98.6989 valid_0's l2: 642.576
[35] valid_0's poisson: -99.1739 valid_0's l2: 641.055
[36] valid_0's poisson: -98.5671 valid_0's l2: 637.233
[37] valid_0's poisson: -98.8024 valid_0's l2: 634.474
[38] valid_0's poisson: -97.8448 valid_0's l2: 630.128
[39] valid_0's poisson: -96.8588 valid_0's l2: 627.638
[40] valid_0's poisson: -97.389 valid_0's l2: 626.487
[41] valid_0's poisson: -97.5432 valid_0's l2: 621.333
[42] valid_0's poisson: -96.8728 valid_0's l2: 619.786
[43] valid_0's poisson: -97.096 valid_0's l2: 618.851
[44] valid_0's poisson: -97.1361 valid_0's l2: 618.361
[45] valid_0's poisson: -97.105 valid_0's l2: 616.219
[46] valid_0's poisson: -97.36 valid_0's l2: 614.502
[47] valid_0's poisson: -95.7524 valid_0's l2: 611.655
[48] valid_0's poisson: -95.1733 valid_0's l2: 610.337
[49] valid_0's poisson: -95.0378 valid_0's l2: 608.981
[50] valid_0's poisson: -94.7968 valid_0's l2: 607.828
[51] valid_0's poisson: -95.1432 valid_0's l2: 605.828
[52] valid_0's poisson: -94.8924 valid_0's l2: 605.302
[53] valid_0's poisson: -95.4223 valid_0's l2: 603.251
[54] valid_0's poisson: -95.2999 valid_0's l2: 602.325
[55] valid_0's poisson: -94.8481 valid_0's l2: 600.592
[56] valid_0's poisson: -94.912 valid_0's l2: 599.953
[57] valid_0's poisson: -95.0213 valid_0's l2: 598.729
[58] valid_0's poisson: -95.0227 valid_0's l2: 597.107
[59] valid_0's poisson: -95.1235 valid_0's l2: 595.908
[60] valid_0's poisson: -96.1521 valid_0's l2: 594.932
[61] valid_0's poisson: -95.6239 valid_0's l2: 594.152
[62] valid_0's poisson: -95.742 valid_0's l2: 591.877
[63] valid_0's poisson: -95.6847 valid_0's l2: 591.321
[64] valid_0's poisson: -95.6757 valid_0's l2: 590.111
[65] valid_0's poisson: -95.5902 valid_0's l2: 588.998
[66] valid_0's poisson: -96.0858 valid_0's l2: 588.021
[67] valid_0's poisson: -95.4686 valid_0's l2: 587.586
[68] valid_0's poisson: -95.9064 valid_0's l2: 586.706
[69] valid_0's poisson: -95.7595 valid_0's l2: 585.415
[70] valid_0's poisson: -95.9513 valid_0's l2: 581.328
[71] valid_0's poisson: -95.9729 valid_0's l2: 580.46
[72] valid_0's poisson: -95.6161 valid_0's l2: 579.817
[73] valid_0's poisson: -95.9004 valid_0's l2: 580.002
[74] valid_0's poisson: -95.9382 valid_0's l2: 579.18
[75] valid_0's poisson: -95.931 valid_0's l2: 579.69
[76] valid_0's poisson: -96.2669 valid_0's l2: 579.604
[77] valid_0's poisson: -95.5936 valid_0's l2: 578.457
[78] valid_0's poisson: -95.7556 valid_0's l2: 577.145
[79] valid_0's poisson: -95.7666 valid_0's l2: 576.358
[80] valid_0's poisson: -95.4402 valid_0's l2: 575.813
[81] valid_0's poisson: -95.6814 valid_0's l2: 575.641
[82] valid_0's poisson: -95.1026 valid_0's l2: 573.641
[83] valid_0's poisson: -95.4073 valid_0's l2: 572.102
[84] valid_0's poisson: -95.4043 valid_0's l2: 570.879
[85] valid_0's poisson: -95.4234 valid_0's l2: 570.362
[86] valid_0's poisson: -95.3604 valid_0's l2: 570.255
[87] valid_0's poisson: -95.2582 valid_0's l2: 568.754
[88] valid_0's poisson: -95.3034 valid_0's l2: 567.979
[89] valid_0's poisson: -95.3312 valid_0's l2: 565.593
[90] valid_0's poisson: -95.3662 valid_0's l2: 564.229
[91] valid_0's poisson: -95.3639 valid_0's l2: 564.5
[92] valid_0's poisson: -95.3494 valid_0's l2: 564.417
[93] valid_0's poisson: -94.873 valid_0's l2: 563.785
[94] valid_0's poisson: -95.2703 valid_0's l2: 563.105
[95] valid_0's poisson: -95.1086 valid_0's l2: 559.444
[96] valid_0's poisson: -95.2764 valid_0's l2: 559.233
[97] valid_0's poisson: -95.0555 valid_0's l2: 558.233
[98] valid_0's poisson: -95.0967 valid_0's l2: 558.461
[99] valid_0's poisson: -95.2875 valid_0's l2: 558.049
[100] valid_0's poisson: -95.6745 valid_0's l2: 555.575
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -92.2489 valid_0's l2: 1928.48
[2] valid_0's poisson: -95.5464 valid_0's l2: 1647.53
[3] valid_0's poisson: -97.9263 valid_0's l2: 1453.89
[4] valid_0's poisson: -99.3972 valid_0's l2: 1318.59
[5] valid_0's poisson: -100.632 valid_0's l2: 1210.93
[6] valid_0's poisson: -101.626 valid_0's l2: 1127.27
[7] valid_0's poisson: -102.646 valid_0's l2: 1037.65
[8] valid_0's poisson: -103.262 valid_0's l2: 982.673
[9] valid_0's poisson: -103.78 valid_0's l2: 937.156
[10] valid_0's poisson: -104.023 valid_0's l2: 903.308
[11] valid_0's poisson: -104.09 valid_0's l2: 868.112
[12] valid_0's poisson: -104.288 valid_0's l2: 836.662
[13] valid_0's poisson: -103.266 valid_0's l2: 809.531
[14] valid_0's poisson: -103.334 valid_0's l2: 788.379
[15] valid_0's poisson: -104.235 valid_0's l2: 771.423
[16] valid_0's poisson: -103.238 valid_0's l2: 751.499
[17] valid_0's poisson: -103.323 valid_0's l2: 736.508
[18] valid_0's poisson: -102.224 valid_0's l2: 726.158
[19] valid_0's poisson: -101.637 valid_0's l2: 715.253
[20] valid_0's poisson: -101.495 valid_0's l2: 707.181
[21] valid_0's poisson: -101.739 valid_0's l2: 701.345
[22] valid_0's poisson: -101.666 valid_0's l2: 694.22
[23] valid_0's poisson: -101.371 valid_0's l2: 687.124
[24] valid_0's poisson: -101.358 valid_0's l2: 681.552
[25] valid_0's poisson: -100.17 valid_0's l2: 673.725
[26] valid_0's poisson: -99.5023 valid_0's l2: 671.181
[27] valid_0's poisson: -99.4706 valid_0's l2: 666.875
[28] valid_0's poisson: -97.9132 valid_0's l2: 660.816
[29] valid_0's poisson: -97.7228 valid_0's l2: 657.35
[30] valid_0's poisson: -97.6501 valid_0's l2: 654.284
[31] valid_0's poisson: -97.241 valid_0's l2: 649.538
[32] valid_0's poisson: -95.8638 valid_0's l2: 647.121
[33] valid_0's poisson: -95.9706 valid_0's l2: 645.272
[34] valid_0's poisson: -95.8356 valid_0's l2: 644.886
[35] valid_0's poisson: -95.9505 valid_0's l2: 639.133
[36] valid_0's poisson: -95.8107 valid_0's l2: 638.823
[37] valid_0's poisson: -96.0427 valid_0's l2: 634.462
[38] valid_0's poisson: -96.083 valid_0's l2: 633.167
[39] valid_0's poisson: -96.1987 valid_0's l2: 629.374
[40] valid_0's poisson: -96.8873 valid_0's l2: 627.47
[41] valid_0's poisson: -96.541 valid_0's l2: 624.074
[42] valid_0's poisson: -96.8695 valid_0's l2: 622.86
[43] valid_0's poisson: -96.6553 valid_0's l2: 619.761
[44] valid_0's poisson: -96.0955 valid_0's l2: 616.028
[45] valid_0's poisson: -96.3546 valid_0's l2: 615.193
[46] valid_0's poisson: -96.562 valid_0's l2: 614.969
[47] valid_0's poisson: -96.6185 valid_0's l2: 608.156
[48] valid_0's poisson: -96.9705 valid_0's l2: 606.922
[49] valid_0's poisson: -96.7832 valid_0's l2: 604.975
[50] valid_0's poisson: -97.049 valid_0's l2: 603.166
[51] valid_0's poisson: -95.8924 valid_0's l2: 597.521
[52] valid_0's poisson: -95.9963 valid_0's l2: 597.695
[53] valid_0's poisson: -96.211 valid_0's l2: 596.987
[54] valid_0's poisson: -96.4485 valid_0's l2: 597.278
[55] valid_0's poisson: -95.8949 valid_0's l2: 595.776
[56] valid_0's poisson: -96.1882 valid_0's l2: 594.51
[57] valid_0's poisson: -95.8316 valid_0's l2: 592.834
[58] valid_0's poisson: -95.5918 valid_0's l2: 590.069
[59] valid_0's poisson: -95.4575 valid_0's l2: 588.886
[60] valid_0's poisson: -95.8366 valid_0's l2: 587.951
[61] valid_0's poisson: -96.4386 valid_0's l2: 587.394
[62] valid_0's poisson: -96.1762 valid_0's l2: 586.271
[63] valid_0's poisson: -96.1048 valid_0's l2: 585.975
[64] valid_0's poisson: -96.2824 valid_0's l2: 586.525
[65] valid_0's poisson: -96.2655 valid_0's l2: 586.653
[66] valid_0's poisson: -96.2577 valid_0's l2: 585.125
[67] valid_0's poisson: -96.8065 valid_0's l2: 584.407
[68] valid_0's poisson: -96.051 valid_0's l2: 583.591
[69] valid_0's poisson: -96.0455 valid_0's l2: 584.027
[70] valid_0's poisson: -96.3509 valid_0's l2: 582.443
[71] valid_0's poisson: -96.1317 valid_0's l2: 580.448
[72] valid_0's poisson: -96.4346 valid_0's l2: 579.828
[73] valid_0's poisson: -96.4368 valid_0's l2: 578.903
[74] valid_0's poisson: -96.4564 valid_0's l2: 577.243
[75] valid_0's poisson: -96.3991 valid_0's l2: 574.887
[76] valid_0's poisson: -96.3843 valid_0's l2: 574.408
[77] valid_0's poisson: -96.4702 valid_0's l2: 573.769
[78] valid_0's poisson: -96.5844 valid_0's l2: 573.118
[79] valid_0's poisson: -96.5678 valid_0's l2: 572.113
[80] valid_0's poisson: -96.7931 valid_0's l2: 571.369
[81] valid_0's poisson: -96.657 valid_0's l2: 569.626
[82] valid_0's poisson: -96.7351 valid_0's l2: 569.066
[83] valid_0's poisson: -96.4936 valid_0's l2: 568.428
[84] valid_0's poisson: -96.5712 valid_0's l2: 567.033
[85] valid_0's poisson: -96.4653 valid_0's l2: 566.547
[86] valid_0's poisson: -96.4118 valid_0's l2: 566.525
[87] valid_0's poisson: -96.4172 valid_0's l2: 566.007
[88] valid_0's poisson: -96.7639 valid_0's l2: 559.435
[89] valid_0's poisson: -97.2438 valid_0's l2: 558.717
[90] valid_0's poisson: -97.3316 valid_0's l2: 556.894
[91] valid_0's poisson: -97.4571 valid_0's l2: 552.865
[92] valid_0's poisson: -97.0711 valid_0's l2: 550.387
[93] valid_0's poisson: -97.2258 valid_0's l2: 550
[94] valid_0's poisson: -96.9885 valid_0's l2: 549.496
[95] valid_0's poisson: -97.0645 valid_0's l2: 547.98
[96] valid_0's poisson: -97.0667 valid_0's l2: 546.486
[97] valid_0's poisson: -97.0634 valid_0's l2: 545.997
[98] valid_0's poisson: -96.454 valid_0's l2: 544.141
[99] valid_0's poisson: -96.5574 valid_0's l2: 543.519
[100] valid_0's poisson: -96.43 valid_0's l2: 541.376
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -95.5956 valid_0's l2: 1593.41
[2] valid_0's poisson: -99.946 valid_0's l2: 1173.57
[3] valid_0's poisson: -102.603 valid_0's l2: 920
[4] valid_0's poisson: -104.344 valid_0's l2: 762.81
[5] valid_0's poisson: -105.642 valid_0's l2: 648.523
[6] valid_0's poisson: -106.453 valid_0's l2: 581.742
[7] valid_0's poisson: -107.12 valid_0's l2: 531.008
[8] valid_0's poisson: -107.544 valid_0's l2: 493.44
[9] valid_0's poisson: -107.872 valid_0's l2: 467.42
[10] valid_0's poisson: -108.144 valid_0's l2: 439.71
[11] valid_0's poisson: -108.346 valid_0's l2: 420.13
[12] valid_0's poisson: -108.357 valid_0's l2: 410.058
[13] valid_0's poisson: -108.422 valid_0's l2: 400.111
[14] valid_0's poisson: -108.38 valid_0's l2: 392.59
[15] valid_0's poisson: -108.309 valid_0's l2: 386.216
[16] valid_0's poisson: -108.056 valid_0's l2: 382.32
[17] valid_0's poisson: -108.06 valid_0's l2: 377.27
[18] valid_0's poisson: -107.96 valid_0's l2: 371.818
[19] valid_0's poisson: -107.96 valid_0's l2: 366.122
[20] valid_0's poisson: -107.949 valid_0's l2: 364.436
[21] valid_0's poisson: -107.903 valid_0's l2: 363.012
[22] valid_0's poisson: -107.82 valid_0's l2: 358.691
[23] valid_0's poisson: -107.71 valid_0's l2: 355.022
[24] valid_0's poisson: -107.528 valid_0's l2: 349.882
[25] valid_0's poisson: -107.476 valid_0's l2: 345.968
[26] valid_0's poisson: -107.46 valid_0's l2: 342.19
[27] valid_0's poisson: -107.396 valid_0's l2: 340.996
[28] valid_0's poisson: -107.304 valid_0's l2: 340.316
[29] valid_0's poisson: -107.225 valid_0's l2: 337.756
[30] valid_0's poisson: -107.185 valid_0's l2: 335.62
[31] valid_0's poisson: -107.211 valid_0's l2: 333.488
[32] valid_0's poisson: -107.274 valid_0's l2: 331.274
[33] valid_0's poisson: -107.388 valid_0's l2: 331.01
[34] valid_0's poisson: -107.35 valid_0's l2: 329.833
[35] valid_0's poisson: -107.326 valid_0's l2: 325.688
[36] valid_0's poisson: -107.293 valid_0's l2: 323.058
[37] valid_0's poisson: -107.264 valid_0's l2: 321.501
[38] valid_0's poisson: -107.252 valid_0's l2: 321.318
[39] valid_0's poisson: -107.244 valid_0's l2: 320.618
[40] valid_0's poisson: -107.207 valid_0's l2: 319.043
[41] valid_0's poisson: -107.035 valid_0's l2: 317.48
[42] valid_0's poisson: -107.026 valid_0's l2: 316.792
[43] valid_0's poisson: -107.007 valid_0's l2: 314.231
[44] valid_0's poisson: -106.931 valid_0's l2: 312.542
[45] valid_0's poisson: -106.959 valid_0's l2: 312.409
[46] valid_0's poisson: -106.958 valid_0's l2: 311.909
[47] valid_0's poisson: -106.922 valid_0's l2: 311.8
[48] valid_0's poisson: -106.986 valid_0's l2: 311.841
[49] valid_0's poisson: -106.935 valid_0's l2: 311.555
[50] valid_0's poisson: -106.951 valid_0's l2: 311.327
[51] valid_0's poisson: -106.96 valid_0's l2: 310.818
[52] valid_0's poisson: -106.894 valid_0's l2: 308.837
[53] valid_0's poisson: -106.923 valid_0's l2: 308.028
[54] valid_0's poisson: -106.821 valid_0's l2: 307.876
[55] valid_0's poisson: -106.883 valid_0's l2: 306.968
[56] valid_0's poisson: -106.9 valid_0's l2: 304.445
[57] valid_0's poisson: -106.907 valid_0's l2: 303.302
[58] valid_0's poisson: -106.833 valid_0's l2: 302.301
[59] valid_0's poisson: -106.644 valid_0's l2: 301.188
[60] valid_0's poisson: -106.828 valid_0's l2: 301.058
[61] valid_0's poisson: -106.821 valid_0's l2: 300.402
[62] valid_0's poisson: -106.855 valid_0's l2: 300.441
[63] valid_0's poisson: -106.836 valid_0's l2: 300.916
[64] valid_0's poisson: -106.777 valid_0's l2: 300.695
[65] valid_0's poisson: -106.624 valid_0's l2: 300.46
[66] valid_0's poisson: -106.535 valid_0's l2: 299.57
[67] valid_0's poisson: -106.449 valid_0's l2: 296.424
[68] valid_0's poisson: -106.411 valid_0's l2: 297.424
[69] valid_0's poisson: -106.46 valid_0's l2: 297.131
[70] valid_0's poisson: -106.55 valid_0's l2: 295.976
[71] valid_0's poisson: -106.737 valid_0's l2: 295.421
[72] valid_0's poisson: -106.827 valid_0's l2: 295.368
[73] valid_0's poisson: -106.836 valid_0's l2: 295.159
[74] valid_0's poisson: -106.775 valid_0's l2: 292.608
[75] valid_0's poisson: -106.787 valid_0's l2: 292.6
[76] valid_0's poisson: -106.659 valid_0's l2: 292.117
[77] valid_0's poisson: -106.715 valid_0's l2: 291.926
[78] valid_0's poisson: -106.645 valid_0's l2: 291.497
[79] valid_0's poisson: -106.663 valid_0's l2: 291.219
[80] valid_0's poisson: -106.608 valid_0's l2: 291.115
[81] valid_0's poisson: -106.613 valid_0's l2: 291.392
[82] valid_0's poisson: -106.612 valid_0's l2: 290.956
[83] valid_0's poisson: -106.537 valid_0's l2: 289.467
[84] valid_0's poisson: -106.533 valid_0's l2: 289.464
[85] valid_0's poisson: -106.53 valid_0's l2: 289.254
[86] valid_0's poisson: -106.431 valid_0's l2: 289.176
[87] valid_0's poisson: -106.508 valid_0's l2: 289.022
[88] valid_0's poisson: -106.364 valid_0's l2: 289.08
[89] valid_0's poisson: -106.369 valid_0's l2: 287.937
[90] valid_0's poisson: -106.451 valid_0's l2: 287.732
[91] valid_0's poisson: -106.377 valid_0's l2: 287.452
[92] valid_0's poisson: -106.377 valid_0's l2: 287.515
[93] valid_0's poisson: -106.335 valid_0's l2: 287.563
[94] valid_0's poisson: -106.395 valid_0's l2: 287.778
[95] valid_0's poisson: -106.404 valid_0's l2: 287.574
[96] valid_0's poisson: -106.403 valid_0's l2: 287.544
[97] valid_0's poisson: -106.404 valid_0's l2: 287.425
[98] valid_0's poisson: -106.223 valid_0's l2: 286.527
[99] valid_0's poisson: -106.172 valid_0's l2: 286.388
[100] valid_0's poisson: -106.366 valid_0's l2: 285.719
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -95.5859 valid_0's l2: 1586.49
[2] valid_0's poisson: -100.167 valid_0's l2: 1144.8
[3] valid_0's poisson: -102.87 valid_0's l2: 875.724
[4] valid_0's poisson: -104.582 valid_0's l2: 722.277
[5] valid_0's poisson: -105.711 valid_0's l2: 626.314
[6] valid_0's poisson: -106.635 valid_0's l2: 557.308
[7] valid_0's poisson: -107.19 valid_0's l2: 510.646
[8] valid_0's poisson: -107.646 valid_0's l2: 474.042
[9] valid_0's poisson: -107.968 valid_0's l2: 444.842
[10] valid_0's poisson: -108.207 valid_0's l2: 424.142
[11] valid_0's poisson: -108.329 valid_0's l2: 410.597
[12] valid_0's poisson: -108.346 valid_0's l2: 397.804
[13] valid_0's poisson: -108.424 valid_0's l2: 389.363
[14] valid_0's poisson: -108.249 valid_0's l2: 383.191
[15] valid_0's poisson: -108.105 valid_0's l2: 378.023
[16] valid_0's poisson: -108.124 valid_0's l2: 373.985
[17] valid_0's poisson: -108.127 valid_0's l2: 370.565
[18] valid_0's poisson: -108.031 valid_0's l2: 368.955
[19] valid_0's poisson: -107.958 valid_0's l2: 365.769
[20] valid_0's poisson: -107.91 valid_0's l2: 363.352
[21] valid_0's poisson: -107.702 valid_0's l2: 363.277
[22] valid_0's poisson: -107.604 valid_0's l2: 356.692
[23] valid_0's poisson: -107.597 valid_0's l2: 351.526
[24] valid_0's poisson: -107.601 valid_0's l2: 348.722
[25] valid_0's poisson: -107.397 valid_0's l2: 346.708
[26] valid_0's poisson: -107.317 valid_0's l2: 342.883
[27] valid_0's poisson: -107.275 valid_0's l2: 340.694
[28] valid_0's poisson: -107.289 valid_0's l2: 340.087
[29] valid_0's poisson: -107.247 valid_0's l2: 338.806
[30] valid_0's poisson: -107.275 valid_0's l2: 338.299
[31] valid_0's poisson: -107.124 valid_0's l2: 338.18
[32] valid_0's poisson: -107.08 valid_0's l2: 337.362
[33] valid_0's poisson: -107.005 valid_0's l2: 334.392
[34] valid_0's poisson: -107.106 valid_0's l2: 331.017
[35] valid_0's poisson: -107.134 valid_0's l2: 330.865
[36] valid_0's poisson: -106.879 valid_0's l2: 330.222
[37] valid_0's poisson: -106.875 valid_0's l2: 329.151
[38] valid_0's poisson: -106.879 valid_0's l2: 328.063
[39] valid_0's poisson: -107.065 valid_0's l2: 326.964
[40] valid_0's poisson: -106.834 valid_0's l2: 326.302
[41] valid_0's poisson: -106.6 valid_0's l2: 324.686
[42] valid_0's poisson: -106.523 valid_0's l2: 324.104
[43] valid_0's poisson: -106.514 valid_0's l2: 323.458
[44] valid_0's poisson: -106.453 valid_0's l2: 322.087
[45] valid_0's poisson: -106.667 valid_0's l2: 322.535
[46] valid_0's poisson: -106.649 valid_0's l2: 322.804
[47] valid_0's poisson: -106.638 valid_0's l2: 322.785
[48] valid_0's poisson: -106.61 valid_0's l2: 322.328
[49] valid_0's poisson: -106.539 valid_0's l2: 321.217
[50] valid_0's poisson: -106.535 valid_0's l2: 320.239
[51] valid_0's poisson: -106.339 valid_0's l2: 319.261
[52] valid_0's poisson: -106.241 valid_0's l2: 317.889
[53] valid_0's poisson: -106.193 valid_0's l2: 316.817
[54] valid_0's poisson: -106.197 valid_0's l2: 316.311
[55] valid_0's poisson: -106.246 valid_0's l2: 315.962
[56] valid_0's poisson: -106.363 valid_0's l2: 315.359
[57] valid_0's poisson: -106.358 valid_0's l2: 314.849
[58] valid_0's poisson: -106.481 valid_0's l2: 312.747
[59] valid_0's poisson: -106.479 valid_0's l2: 312.577
[60] valid_0's poisson: -106.623 valid_0's l2: 312.551
[61] valid_0's poisson: -106.629 valid_0's l2: 311.956
[62] valid_0's poisson: -106.701 valid_0's l2: 312.195
[63] valid_0's poisson: -106.76 valid_0's l2: 311.807
[64] valid_0's poisson: -106.788 valid_0's l2: 310.159
[65] valid_0's poisson: -106.751 valid_0's l2: 308.811
[66] valid_0's poisson: -106.726 valid_0's l2: 309.954
[67] valid_0's poisson: -106.708 valid_0's l2: 309.297
[68] valid_0's poisson: -106.862 valid_0's l2: 309.198
[69] valid_0's poisson: -106.938 valid_0's l2: 308.315
[70] valid_0's poisson: -106.965 valid_0's l2: 307.919
[71] valid_0's poisson: -106.945 valid_0's l2: 307.692
[72] valid_0's poisson: -106.945 valid_0's l2: 307.721
[73] valid_0's poisson: -106.997 valid_0's l2: 307.465
[74] valid_0's poisson: -106.924 valid_0's l2: 307.178
[75] valid_0's poisson: -106.843 valid_0's l2: 306.928
[76] valid_0's poisson: -106.739 valid_0's l2: 306.39
[77] valid_0's poisson: -106.681 valid_0's l2: 305.942
[78] valid_0's poisson: -106.663 valid_0's l2: 305.249
[79] valid_0's poisson: -106.666 valid_0's l2: 305.001
[80] valid_0's poisson: -106.678 valid_0's l2: 304.836
[81] valid_0's poisson: -106.638 valid_0's l2: 304.974
[82] valid_0's poisson: -106.635 valid_0's l2: 304.445
[83] valid_0's poisson: -106.633 valid_0's l2: 304.329
[84] valid_0's poisson: -106.637 valid_0's l2: 304.078
[85] valid_0's poisson: -106.508 valid_0's l2: 303.777
[86] valid_0's poisson: -106.717 valid_0's l2: 303.418
[87] valid_0's poisson: -106.659 valid_0's l2: 302.7
[88] valid_0's poisson: -106.746 valid_0's l2: 302.479
[89] valid_0's poisson: -106.756 valid_0's l2: 301.928
[90] valid_0's poisson: -106.732 valid_0's l2: 302.145
[91] valid_0's poisson: -106.635 valid_0's l2: 302.67
[92] valid_0's poisson: -106.701 valid_0's l2: 303.057
[93] valid_0's poisson: -106.67 valid_0's l2: 301.903
[94] valid_0's poisson: -106.581 valid_0's l2: 302.341
[95] valid_0's poisson: -106.58 valid_0's l2: 302.584
[96] valid_0's poisson: -106.579 valid_0's l2: 302.425
[97] valid_0's poisson: -106.535 valid_0's l2: 302.382
[98] valid_0's poisson: -106.564 valid_0's l2: 302.246
[99] valid_0's poisson: -106.568 valid_0's l2: 302.32
[100] valid_0's poisson: -106.583 valid_0's l2: 302.285
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -95.6935 valid_0's l2: 1578.16
[2] valid_0's poisson: -100.121 valid_0's l2: 1149.74
[3] valid_0's poisson: -102.73 valid_0's l2: 897.211
[4] valid_0's poisson: -104.468 valid_0's l2: 742.173
[5] valid_0's poisson: -105.626 valid_0's l2: 641.396
[6] valid_0's poisson: -106.532 valid_0's l2: 572.348
[7] valid_0's poisson: -107.164 valid_0's l2: 524.989
[8] valid_0's poisson: -107.61 valid_0's l2: 490.45
[9] valid_0's poisson: -107.886 valid_0's l2: 460.864
[10] valid_0's poisson: -108.063 valid_0's l2: 442.749
[11] valid_0's poisson: -108.19 valid_0's l2: 425.524
[12] valid_0's poisson: -108.187 valid_0's l2: 414.246
[13] valid_0's poisson: -107.989 valid_0's l2: 406.687
[14] valid_0's poisson: -107.951 valid_0's l2: 398.707
[15] valid_0's poisson: -107.716 valid_0's l2: 395.497
[16] valid_0's poisson: -107.847 valid_0's l2: 389.374
[17] valid_0's poisson: -107.803 valid_0's l2: 386.524
[18] valid_0's poisson: -107.772 valid_0's l2: 383.946
[19] valid_0's poisson: -107.766 valid_0's l2: 380.057
[20] valid_0's poisson: -107.764 valid_0's l2: 376.606
[21] valid_0's poisson: -107.643 valid_0's l2: 374.667
[22] valid_0's poisson: -107.622 valid_0's l2: 374.943
[23] valid_0's poisson: -107.622 valid_0's l2: 373.131
[24] valid_0's poisson: -107.556 valid_0's l2: 371.216
[25] valid_0's poisson: -107.585 valid_0's l2: 369.156
[26] valid_0's poisson: -107.418 valid_0's l2: 365.436
[27] valid_0's poisson: -107.3 valid_0's l2: 363.783
[28] valid_0's poisson: -107.346 valid_0's l2: 361.144
[29] valid_0's poisson: -107.263 valid_0's l2: 359.684
[30] valid_0's poisson: -107.081 valid_0's l2: 357.621
[31] valid_0's poisson: -107.086 valid_0's l2: 352.089
[32] valid_0's poisson: -107.052 valid_0's l2: 348.142
[33] valid_0's poisson: -106.985 valid_0's l2: 347.131
[34] valid_0's poisson: -106.944 valid_0's l2: 346.951
[35] valid_0's poisson: -107.008 valid_0's l2: 345.679
[36] valid_0's poisson: -106.944 valid_0's l2: 343.699
[37] valid_0's poisson: -106.801 valid_0's l2: 342.953
[38] valid_0's poisson: -106.849 valid_0's l2: 341.488
[39] valid_0's poisson: -106.808 valid_0's l2: 340.896
[40] valid_0's poisson: -106.902 valid_0's l2: 339.578
[41] valid_0's poisson: -106.936 valid_0's l2: 337.963
[42] valid_0's poisson: -106.837 valid_0's l2: 337.097
[43] valid_0's poisson: -106.799 valid_0's l2: 337.193
[44] valid_0's poisson: -106.76 valid_0's l2: 335.195
[45] valid_0's poisson: -106.76 valid_0's l2: 335.182
[46] valid_0's poisson: -106.835 valid_0's l2: 335.19
[47] valid_0's poisson: -106.803 valid_0's l2: 334.982
[48] valid_0's poisson: -106.846 valid_0's l2: 333.864
[49] valid_0's poisson: -106.873 valid_0's l2: 332.938
[50] valid_0's poisson: -106.943 valid_0's l2: 330.315
[51] valid_0's poisson: -106.893 valid_0's l2: 329.964
[52] valid_0's poisson: -106.885 valid_0's l2: 328.695
[53] valid_0's poisson: -106.771 valid_0's l2: 328.442
[54] valid_0's poisson: -106.788 valid_0's l2: 325.005
[55] valid_0's poisson: -106.848 valid_0's l2: 323.957
[56] valid_0's poisson: -106.776 valid_0's l2: 321.849
[57] valid_0's poisson: -106.766 valid_0's l2: 320.999
[58] valid_0's poisson: -106.747 valid_0's l2: 321.585
[59] valid_0's poisson: -106.674 valid_0's l2: 319.68
[60] valid_0's poisson: -106.716 valid_0's l2: 317.278
[61] valid_0's poisson: -106.648 valid_0's l2: 316.519
[62] valid_0's poisson: -106.697 valid_0's l2: 314.75
[63] valid_0's poisson: -106.631 valid_0's l2: 314.3
[64] valid_0's poisson: -106.542 valid_0's l2: 313.373
[65] valid_0's poisson: -106.438 valid_0's l2: 311.617
[66] valid_0's poisson: -106.444 valid_0's l2: 311.568
[67] valid_0's poisson: -106.479 valid_0's l2: 311.844
[68] valid_0's poisson: -106.386 valid_0's l2: 311.856
[69] valid_0's poisson: -106.189 valid_0's l2: 311.01
[70] valid_0's poisson: -106.17 valid_0's l2: 310.006
[71] valid_0's poisson: -106.299 valid_0's l2: 309.929
[72] valid_0's poisson: -106.228 valid_0's l2: 309.929
[73] valid_0's poisson: -106.302 valid_0's l2: 308.441
[74] valid_0's poisson: -106.3 valid_0's l2: 308.321
[75] valid_0's poisson: -106.215 valid_0's l2: 308.265
[76] valid_0's poisson: -106.159 valid_0's l2: 307.71
[77] valid_0's poisson: -106.151 valid_0's l2: 307.618
[78] valid_0's poisson: -106.056 valid_0's l2: 306.679
[79] valid_0's poisson: -106.067 valid_0's l2: 306.327
[80] valid_0's poisson: -106.07 valid_0's l2: 305.743
[81] valid_0's poisson: -106.033 valid_0's l2: 305.6
[82] valid_0's poisson: -106.013 valid_0's l2: 305.012
[83] valid_0's poisson: -105.958 valid_0's l2: 305.069
[84] valid_0's poisson: -105.907 valid_0's l2: 305.062
[85] valid_0's poisson: -105.944 valid_0's l2: 305.144
[86] valid_0's poisson: -106.099 valid_0's l2: 304.451
[87] valid_0's poisson: -106.096 valid_0's l2: 303.076
[88] valid_0's poisson: -105.978 valid_0's l2: 302.649
[89] valid_0's poisson: -105.913 valid_0's l2: 301.977
[90] valid_0's poisson: -106.066 valid_0's l2: 300.936
[91] valid_0's poisson: -106.059 valid_0's l2: 301.24
[92] valid_0's poisson: -106.111 valid_0's l2: 301.092
[93] valid_0's poisson: -106.144 valid_0's l2: 301.152
[94] valid_0's poisson: -106.088 valid_0's l2: 301.076
[95] valid_0's poisson: -106.02 valid_0's l2: 300.686
[96] valid_0's poisson: -105.943 valid_0's l2: 300.362
[97] valid_0's poisson: -105.991 valid_0's l2: 299.307
[98] valid_0's poisson: -106.047 valid_0's l2: 298.205
[99] valid_0's poisson: -106.074 valid_0's l2: 297.889
[100] valid_0's poisson: -106.065 valid_0's l2: 298.124
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -95.764 valid_0's l2: 1574.2
[2] valid_0's poisson: -100.119 valid_0's l2: 1149.3
[3] valid_0's poisson: -102.796 valid_0's l2: 889.715
[4] valid_0's poisson: -104.51 valid_0's l2: 740.9
[5] valid_0's poisson: -105.769 valid_0's l2: 632.988
[6] valid_0's poisson: -106.585 valid_0's l2: 562.284
[7] valid_0's poisson: -107.174 valid_0's l2: 513.269
[8] valid_0's poisson: -107.662 valid_0's l2: 481.071
[9] valid_0's poisson: -107.969 valid_0's l2: 454.364
[10] valid_0's poisson: -108.209 valid_0's l2: 435.231
[11] valid_0's poisson: -108.321 valid_0's l2: 416.183
[12] valid_0's poisson: -108.424 valid_0's l2: 405.663
[13] valid_0's poisson: -108.46 valid_0's l2: 397.234
[14] valid_0's poisson: -108.484 valid_0's l2: 391.006
[15] valid_0's poisson: -108.459 valid_0's l2: 385.591
[16] valid_0's poisson: -108.363 valid_0's l2: 382.07
[17] valid_0's poisson: -108.287 valid_0's l2: 376.891
[18] valid_0's poisson: -108.232 valid_0's l2: 373.827
[19] valid_0's poisson: -108.242 valid_0's l2: 371.662
[20] valid_0's poisson: -108.235 valid_0's l2: 369.232
[21] valid_0's poisson: -108.243 valid_0's l2: 367.251
[22] valid_0's poisson: -108.256 valid_0's l2: 363.948
[23] valid_0's poisson: -108.257 valid_0's l2: 361.112
[24] valid_0's poisson: -108.153 valid_0's l2: 355.991
[25] valid_0's poisson: -108.135 valid_0's l2: 354.388
[26] valid_0's poisson: -108.141 valid_0's l2: 351.068
[27] valid_0's poisson: -107.93 valid_0's l2: 347.979
[28] valid_0's poisson: -108.082 valid_0's l2: 345.856
[29] valid_0's poisson: -107.986 valid_0's l2: 343.1
[30] valid_0's poisson: -107.696 valid_0's l2: 341.935
[31] valid_0's poisson: -107.718 valid_0's l2: 340.445
[32] valid_0's poisson: -107.7 valid_0's l2: 340.959
[33] valid_0's poisson: -107.578 valid_0's l2: 339.868
[34] valid_0's poisson: -107.557 valid_0's l2: 337.803
[35] valid_0's poisson: -107.554 valid_0's l2: 334.681
[36] valid_0's poisson: -107.635 valid_0's l2: 332.622
[37] valid_0's poisson: -107.584 valid_0's l2: 332.036
[38] valid_0's poisson: -107.431 valid_0's l2: 328.253
[39] valid_0's poisson: -107.421 valid_0's l2: 326.94
[40] valid_0's poisson: -107.552 valid_0's l2: 326.022
[41] valid_0's poisson: -107.482 valid_0's l2: 325.997
[42] valid_0's poisson: -107.257 valid_0's l2: 325.136
[43] valid_0's poisson: -107.226 valid_0's l2: 323.338
[44] valid_0's poisson: -107.36 valid_0's l2: 323.686
[45] valid_0's poisson: -107.36 valid_0's l2: 323.587
[46] valid_0's poisson: -107.357 valid_0's l2: 322.344
[47] valid_0's poisson: -107.416 valid_0's l2: 320.692
[48] valid_0's poisson: -107.433 valid_0's l2: 319.589
[49] valid_0's poisson: -107.418 valid_0's l2: 319.63
[50] valid_0's poisson: -107.455 valid_0's l2: 319.375
[51] valid_0's poisson: -107.435 valid_0's l2: 319.016
[52] valid_0's poisson: -107.49 valid_0's l2: 318.444
[53] valid_0's poisson: -107.385 valid_0's l2: 316.913
[54] valid_0's poisson: -107.272 valid_0's l2: 316.295
[55] valid_0's poisson: -107.287 valid_0's l2: 314.336
[56] valid_0's poisson: -107.381 valid_0's l2: 311.797
[57] valid_0's poisson: -107.368 valid_0's l2: 310.712
[58] valid_0's poisson: -107.182 valid_0's l2: 309.501
[59] valid_0's poisson: -107.162 valid_0's l2: 309.496
[60] valid_0's poisson: -107.279 valid_0's l2: 309.243
[61] valid_0's poisson: -107.438 valid_0's l2: 309.094
[62] valid_0's poisson: -107.443 valid_0's l2: 308.165
[63] valid_0's poisson: -107.404 valid_0's l2: 307.134
[64] valid_0's poisson: -107.321 valid_0's l2: 306.744
[65] valid_0's poisson: -107.326 valid_0's l2: 306.939
[66] valid_0's poisson: -107.242 valid_0's l2: 305.852
[67] valid_0's poisson: -107.188 valid_0's l2: 306.002
[68] valid_0's poisson: -107.17 valid_0's l2: 305.519
[69] valid_0's poisson: -107.172 valid_0's l2: 304.658
[70] valid_0's poisson: -107.132 valid_0's l2: 304.501
[71] valid_0's poisson: -107.169 valid_0's l2: 304.256
[72] valid_0's poisson: -106.995 valid_0's l2: 304.072
[73] valid_0's poisson: -107.073 valid_0's l2: 304.658
[74] valid_0's poisson: -107.137 valid_0's l2: 303.107
[75] valid_0's poisson: -107.073 valid_0's l2: 302.172
[76] valid_0's poisson: -107.037 valid_0's l2: 301.105
[77] valid_0's poisson: -107.037 valid_0's l2: 301.034
[78] valid_0's poisson: -106.979 valid_0's l2: 299.634
[79] valid_0's poisson: -106.985 valid_0's l2: 299.707
[80] valid_0's poisson: -106.986 valid_0's l2: 299.784
[81] valid_0's poisson: -106.984 valid_0's l2: 299.242
[82] valid_0's poisson: -107.025 valid_0's l2: 299.565
[83] valid_0's poisson: -107.014 valid_0's l2: 298.956
[84] valid_0's poisson: -107.106 valid_0's l2: 298.444
[85] valid_0's poisson: -107.095 valid_0's l2: 298.877
[86] valid_0's poisson: -107.145 valid_0's l2: 297.552
[87] valid_0's poisson: -107.11 valid_0's l2: 297.426
[88] valid_0's poisson: -107.176 valid_0's l2: 297.369
[89] valid_0's poisson: -107.178 valid_0's l2: 297.654
[90] valid_0's poisson: -107.187 valid_0's l2: 297.94
[91] valid_0's poisson: -107.136 valid_0's l2: 296.533
[92] valid_0's poisson: -107.133 valid_0's l2: 296.669
[93] valid_0's poisson: -107.134 valid_0's l2: 296.3
[94] valid_0's poisson: -106.996 valid_0's l2: 295.21
[95] valid_0's poisson: -106.999 valid_0's l2: 294.535
[96] valid_0's poisson: -106.988 valid_0's l2: 294.428
[97] valid_0's poisson: -106.995 valid_0's l2: 293.569
[98] valid_0's poisson: -107.011 valid_0's l2: 293.449
[99] valid_0's poisson: -107.011 valid_0's l2: 293.528
[100] valid_0's poisson: -106.957 valid_0's l2: 293.44
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -95.6433 valid_0's l2: 1582.67
[2] valid_0's poisson: -100.016 valid_0's l2: 1155.81
[3] valid_0's poisson: -102.815 valid_0's l2: 888.675
[4] valid_0's poisson: -104.57 valid_0's l2: 731.808
[5] valid_0's poisson: -105.752 valid_0's l2: 630.43
[6] valid_0's poisson: -106.54 valid_0's l2: 561.193
[7] valid_0's poisson: -107.159 valid_0's l2: 515.035
[8] valid_0's poisson: -107.576 valid_0's l2: 479.408
[9] valid_0's poisson: -107.825 valid_0's l2: 452.201
[10] valid_0's poisson: -108.135 valid_0's l2: 431.117
[11] valid_0's poisson: -108.252 valid_0's l2: 416.343
[12] valid_0's poisson: -108.342 valid_0's l2: 402.225
[13] valid_0's poisson: -108.348 valid_0's l2: 392.47
[14] valid_0's poisson: -108.3 valid_0's l2: 386.297
[15] valid_0's poisson: -108.128 valid_0's l2: 381.012
[16] valid_0's poisson: -108.122 valid_0's l2: 377.354
[17] valid_0's poisson: -108.071 valid_0's l2: 372.331
[18] valid_0's poisson: -108.043 valid_0's l2: 371.208
[19] valid_0's poisson: -107.995 valid_0's l2: 368.274
[20] valid_0's poisson: -107.865 valid_0's l2: 365.488
[21] valid_0's poisson: -107.922 valid_0's l2: 364.332
[22] valid_0's poisson: -107.833 valid_0's l2: 362.37
[23] valid_0's poisson: -107.798 valid_0's l2: 360.643
[24] valid_0's poisson: -107.781 valid_0's l2: 360.3
[25] valid_0's poisson: -107.645 valid_0's l2: 358.943
[26] valid_0's poisson: -107.512 valid_0's l2: 358.208
[27] valid_0's poisson: -107.521 valid_0's l2: 355.695
[28] valid_0's poisson: -107.529 valid_0's l2: 354.436
[29] valid_0's poisson: -107.414 valid_0's l2: 354.22
[30] valid_0's poisson: -107.377 valid_0's l2: 353.08
[31] valid_0's poisson: -107.365 valid_0's l2: 346.727
[32] valid_0's poisson: -107.425 valid_0's l2: 344.297
[33] valid_0's poisson: -107.396 valid_0's l2: 342.967
[34] valid_0's poisson: -107.436 valid_0's l2: 343.162
[35] valid_0's poisson: -107.235 valid_0's l2: 341.131
[36] valid_0's poisson: -107.242 valid_0's l2: 340.696
[37] valid_0's poisson: -107.124 valid_0's l2: 335.741
[38] valid_0's poisson: -107.186 valid_0's l2: 333.71
[39] valid_0's poisson: -107.175 valid_0's l2: 332.599
[40] valid_0's poisson: -107.153 valid_0's l2: 331.595
[41] valid_0's poisson: -107.209 valid_0's l2: 331.956
[42] valid_0's poisson: -107.138 valid_0's l2: 330.653
[43] valid_0's poisson: -107.112 valid_0's l2: 329.373
[44] valid_0's poisson: -107.118 valid_0's l2: 328.428
[45] valid_0's poisson: -107.109 valid_0's l2: 328.806
[46] valid_0's poisson: -107.029 valid_0's l2: 328.634
[47] valid_0's poisson: -106.887 valid_0's l2: 327.5
[48] valid_0's poisson: -106.911 valid_0's l2: 327.404
[49] valid_0's poisson: -106.936 valid_0's l2: 326.892
[50] valid_0's poisson: -106.872 valid_0's l2: 326.872
[51] valid_0's poisson: -106.783 valid_0's l2: 326.579
[52] valid_0's poisson: -106.745 valid_0's l2: 325.02
[53] valid_0's poisson: -106.752 valid_0's l2: 324.751
[54] valid_0's poisson: -106.735 valid_0's l2: 324.003
[55] valid_0's poisson: -106.732 valid_0's l2: 321.95
[56] valid_0's poisson: -106.694 valid_0's l2: 321.139
[57] valid_0's poisson: -106.832 valid_0's l2: 320.035
[58] valid_0's poisson: -106.711 valid_0's l2: 319.598
[59] valid_0's poisson: -106.721 valid_0's l2: 319.046
[60] valid_0's poisson: -106.722 valid_0's l2: 318.983
[61] valid_0's poisson: -106.592 valid_0's l2: 318.696
[62] valid_0's poisson: -106.524 valid_0's l2: 317.343
[63] valid_0's poisson: -106.533 valid_0's l2: 316.777
[64] valid_0's poisson: -106.533 valid_0's l2: 317.177
[65] valid_0's poisson: -106.519 valid_0's l2: 316.757
[66] valid_0's poisson: -106.516 valid_0's l2: 316.332
[67] valid_0's poisson: -106.494 valid_0's l2: 315.459
[68] valid_0's poisson: -106.532 valid_0's l2: 316.011
[69] valid_0's poisson: -106.566 valid_0's l2: 316.187
[70] valid_0's poisson: -106.53 valid_0's l2: 315.565
[71] valid_0's poisson: -106.546 valid_0's l2: 314.898
[72] valid_0's poisson: -106.526 valid_0's l2: 312.55
[73] valid_0's poisson: -106.517 valid_0's l2: 312.501
[74] valid_0's poisson: -106.496 valid_0's l2: 312.913
[75] valid_0's poisson: -106.379 valid_0's l2: 312.861
[76] valid_0's poisson: -106.43 valid_0's l2: 312.399
[77] valid_0's poisson: -106.519 valid_0's l2: 311.5
[78] valid_0's poisson: -106.504 valid_0's l2: 311.274
[79] valid_0's poisson: -106.427 valid_0's l2: 309.706
[80] valid_0's poisson: -106.423 valid_0's l2: 309.175
[81] valid_0's poisson: -106.454 valid_0's l2: 308.257
[82] valid_0's poisson: -106.485 valid_0's l2: 308.258
[83] valid_0's poisson: -106.508 valid_0's l2: 307.95
[84] valid_0's poisson: -106.421 valid_0's l2: 307.337
[85] valid_0's poisson: -106.384 valid_0's l2: 306.293
[86] valid_0's poisson: -106.484 valid_0's l2: 305.686
[87] valid_0's poisson: -106.484 valid_0's l2: 305.811
[88] valid_0's poisson: -106.58 valid_0's l2: 304.316
[89] valid_0's poisson: -106.602 valid_0's l2: 303.66
[90] valid_0's poisson: -106.518 valid_0's l2: 303.288
[91] valid_0's poisson: -106.467 valid_0's l2: 302.703
[92] valid_0's poisson: -106.297 valid_0's l2: 302.523
[93] valid_0's poisson: -106.315 valid_0's l2: 302.305
[94] valid_0's poisson: -106.316 valid_0's l2: 302.153
[95] valid_0's poisson: -106.31 valid_0's l2: 302.125
[96] valid_0's poisson: -106.22 valid_0's l2: 301.663
[97] valid_0's poisson: -106.241 valid_0's l2: 300.57
[98] valid_0's poisson: -106.285 valid_0's l2: 299.883
[99] valid_0's poisson: -106.34 valid_0's l2: 299.876
[100] valid_0's poisson: -106.324 valid_0's l2: 300.21
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -106.944 valid_0's l2: 584.424
[2] valid_0's poisson: -104.388 valid_0's l2: 517.805
[3] valid_0's poisson: -102.902 valid_0's l2: 474.729
[4] valid_0's poisson: -102.734 valid_0's l2: 464.854
[5] valid_0's poisson: -100.729 valid_0's l2: 452.224
[6] valid_0's poisson: -99.9755 valid_0's l2: 449.044
[7] valid_0's poisson: -99.7245 valid_0's l2: 413.237
[8] valid_0's poisson: -99.7151 valid_0's l2: 402.416
[9] valid_0's poisson: -99.1929 valid_0's l2: 399.967
[10] valid_0's poisson: -99.006 valid_0's l2: 392.842
[11] valid_0's poisson: -99.2908 valid_0's l2: 385.661
[12] valid_0's poisson: -98.5424 valid_0's l2: 385.153
[13] valid_0's poisson: -98.0614 valid_0's l2: 382.353
[14] valid_0's poisson: -97.4259 valid_0's l2: 382.06
[15] valid_0's poisson: -97.1912 valid_0's l2: 378.956
[16] valid_0's poisson: -96.5513 valid_0's l2: 379.08
[17] valid_0's poisson: -96.7747 valid_0's l2: 378.343
[18] valid_0's poisson: -96.6429 valid_0's l2: 379.105
[19] valid_0's poisson: -96.8181 valid_0's l2: 374.141
[20] valid_0's poisson: -96.5239 valid_0's l2: 373.027
[21] valid_0's poisson: -95.8987 valid_0's l2: 369.754
[22] valid_0's poisson: -96.2909 valid_0's l2: 370.116
[23] valid_0's poisson: -96.6444 valid_0's l2: 371.803
[24] valid_0's poisson: -96.9599 valid_0's l2: 372.206
[25] valid_0's poisson: -96.5547 valid_0's l2: 373.532
[26] valid_0's poisson: -98.274 valid_0's l2: 368.067
[27] valid_0's poisson: -98.1853 valid_0's l2: 367.491
[28] valid_0's poisson: -97.6808 valid_0's l2: 364.851
[29] valid_0's poisson: -98.1584 valid_0's l2: 363.559
[30] valid_0's poisson: -98.6716 valid_0's l2: 363.499
[31] valid_0's poisson: -98.059 valid_0's l2: 362.353
[32] valid_0's poisson: -97.5341 valid_0's l2: 361.226
[33] valid_0's poisson: -97.7271 valid_0's l2: 358.193
[34] valid_0's poisson: -97.8437 valid_0's l2: 354.863
[35] valid_0's poisson: -97.8466 valid_0's l2: 355.012
[36] valid_0's poisson: -98.4336 valid_0's l2: 355.824
[37] valid_0's poisson: -98.1962 valid_0's l2: 358.673
[38] valid_0's poisson: -98.783 valid_0's l2: 358.514
[39] valid_0's poisson: -98.1288 valid_0's l2: 357.421
[40] valid_0's poisson: -98.5397 valid_0's l2: 357.329
[41] valid_0's poisson: -97.8929 valid_0's l2: 357.273
[42] valid_0's poisson: -97.2548 valid_0's l2: 354.748
[43] valid_0's poisson: -97.2641 valid_0's l2: 356.774
[44] valid_0's poisson: -97.3767 valid_0's l2: 356.793
[45] valid_0's poisson: -97.3961 valid_0's l2: 352.783
[46] valid_0's poisson: -97.751 valid_0's l2: 351.883
[47] valid_0's poisson: -97.5531 valid_0's l2: 352.894
[48] valid_0's poisson: -97.1799 valid_0's l2: 351.97
[49] valid_0's poisson: -97.2653 valid_0's l2: 351.299
[50] valid_0's poisson: -97.1752 valid_0's l2: 352.006
[51] valid_0's poisson: -96.9063 valid_0's l2: 351.945
[52] valid_0's poisson: -96.8009 valid_0's l2: 352.534
[53] valid_0's poisson: -96.9452 valid_0's l2: 352.632
[54] valid_0's poisson: -97.2916 valid_0's l2: 351.37
[55] valid_0's poisson: -97.042 valid_0's l2: 350.42
[56] valid_0's poisson: -97.133 valid_0's l2: 349.57
[57] valid_0's poisson: -97.5363 valid_0's l2: 350.508
[58] valid_0's poisson: -97.3093 valid_0's l2: 351.278
[59] valid_0's poisson: -96.3269 valid_0's l2: 352.203
[60] valid_0's poisson: -96.3407 valid_0's l2: 351.873
[61] valid_0's poisson: -96.6213 valid_0's l2: 351.932
[62] valid_0's poisson: -96.5841 valid_0's l2: 352.65
[63] valid_0's poisson: -96.2036 valid_0's l2: 352.566
[64] valid_0's poisson: -96.3212 valid_0's l2: 351.774
[65] valid_0's poisson: -95.946 valid_0's l2: 351.239
[66] valid_0's poisson: -96.6301 valid_0's l2: 349.708
[67] valid_0's poisson: -97.0258 valid_0's l2: 349.029
[68] valid_0's poisson: -96.165 valid_0's l2: 348.305
[69] valid_0's poisson: -96.6129 valid_0's l2: 349.77
[70] valid_0's poisson: -95.9841 valid_0's l2: 348.486
[71] valid_0's poisson: -96.3886 valid_0's l2: 347.364
[72] valid_0's poisson: -97.3179 valid_0's l2: 348.034
[73] valid_0's poisson: -96.913 valid_0's l2: 347.98
[74] valid_0's poisson: -97.1529 valid_0's l2: 348.327
[75] valid_0's poisson: -97.2723 valid_0's l2: 348.514
[76] valid_0's poisson: -97.1402 valid_0's l2: 348.342
[77] valid_0's poisson: -97.1885 valid_0's l2: 347.598
[78] valid_0's poisson: -97.4382 valid_0's l2: 346.149
[79] valid_0's poisson: -97.7716 valid_0's l2: 346.425
[80] valid_0's poisson: -98.0201 valid_0's l2: 345.97
[81] valid_0's poisson: -98.0412 valid_0's l2: 346.422
[82] valid_0's poisson: -97.7986 valid_0's l2: 346.836
[83] valid_0's poisson: -97.5442 valid_0's l2: 347.926
[84] valid_0's poisson: -97.3565 valid_0's l2: 345.919
[85] valid_0's poisson: -97.3568 valid_0's l2: 346.138
[86] valid_0's poisson: -97.4523 valid_0's l2: 345.419
[87] valid_0's poisson: -97.5292 valid_0's l2: 345.634
[88] valid_0's poisson: -97.6864 valid_0's l2: 346.319
[89] valid_0's poisson: -98.0093 valid_0's l2: 346.835
[90] valid_0's poisson: -97.2096 valid_0's l2: 347.961
[91] valid_0's poisson: -97.2138 valid_0's l2: 346.661
[92] valid_0's poisson: -97.2473 valid_0's l2: 346.093
[93] valid_0's poisson: -97.2004 valid_0's l2: 345.168
[94] valid_0's poisson: -97.0833 valid_0's l2: 345.078
[95] valid_0's poisson: -97.2141 valid_0's l2: 344.715
[96] valid_0's poisson: -97.0148 valid_0's l2: 343.911
[97] valid_0's poisson: -96.9095 valid_0's l2: 344.932
[98] valid_0's poisson: -97.7913 valid_0's l2: 345.05
[99] valid_0's poisson: -96.9277 valid_0's l2: 345.596
[100] valid_0's poisson: -96.6051 valid_0's l2: 344.313
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -106.397 valid_0's l2: 600.906
[2] valid_0's poisson: -105.467 valid_0's l2: 512.562
[3] valid_0's poisson: -104.693 valid_0's l2: 446.178
[4] valid_0's poisson: -102.59 valid_0's l2: 437.161
[5] valid_0's poisson: -102.433 valid_0's l2: 416.566
[6] valid_0's poisson: -102.439 valid_0's l2: 398.39
[7] valid_0's poisson: -101.73 valid_0's l2: 386.113
[8] valid_0's poisson: -101.788 valid_0's l2: 385.562
[9] valid_0's poisson: -101.963 valid_0's l2: 386.442
[10] valid_0's poisson: -101.73 valid_0's l2: 385.588
[11] valid_0's poisson: -100.907 valid_0's l2: 387.026
[12] valid_0's poisson: -100.884 valid_0's l2: 380.889
[13] valid_0's poisson: -100.962 valid_0's l2: 377.892
[14] valid_0's poisson: -101.481 valid_0's l2: 374.438
[15] valid_0's poisson: -101.257 valid_0's l2: 375.915
[16] valid_0's poisson: -100.846 valid_0's l2: 373.862
[17] valid_0's poisson: -100.517 valid_0's l2: 372.752
[18] valid_0's poisson: -100.779 valid_0's l2: 365.661
[19] valid_0's poisson: -100.856 valid_0's l2: 367.202
[20] valid_0's poisson: -100.85 valid_0's l2: 365.222
[21] valid_0's poisson: -99.9603 valid_0's l2: 361.911
[22] valid_0's poisson: -100.202 valid_0's l2: 364.363
[23] valid_0's poisson: -99.3352 valid_0's l2: 363.991
[24] valid_0's poisson: -99.6651 valid_0's l2: 365.163
[25] valid_0's poisson: -99.387 valid_0's l2: 367.253
[26] valid_0's poisson: -99.4503 valid_0's l2: 364.517
[27] valid_0's poisson: -98.8107 valid_0's l2: 366.633
[28] valid_0's poisson: -99.224 valid_0's l2: 367.431
[29] valid_0's poisson: -99.5156 valid_0's l2: 368.799
[30] valid_0's poisson: -99.4593 valid_0's l2: 370.851
[31] valid_0's poisson: -99.1469 valid_0's l2: 367.665
[32] valid_0's poisson: -99.1288 valid_0's l2: 367.94
[33] valid_0's poisson: -99.1459 valid_0's l2: 369.84
[34] valid_0's poisson: -99.4393 valid_0's l2: 369.658
[35] valid_0's poisson: -99.7673 valid_0's l2: 370.437
[36] valid_0's poisson: -99.6013 valid_0's l2: 370.03
[37] valid_0's poisson: -99.528 valid_0's l2: 369.657
[38] valid_0's poisson: -99.6255 valid_0's l2: 371.113
[39] valid_0's poisson: -99.2767 valid_0's l2: 372.322
[40] valid_0's poisson: -99.5213 valid_0's l2: 372.922
[41] valid_0's poisson: -99.826 valid_0's l2: 371.105
[42] valid_0's poisson: -99.5218 valid_0's l2: 369.034
[43] valid_0's poisson: -99.0837 valid_0's l2: 369.222
[44] valid_0's poisson: -99.0998 valid_0's l2: 368.532
[45] valid_0's poisson: -99.5391 valid_0's l2: 370.401
[46] valid_0's poisson: -99.3623 valid_0's l2: 363.868
[47] valid_0's poisson: -99.435 valid_0's l2: 364.367
[48] valid_0's poisson: -98.935 valid_0's l2: 365.506
[49] valid_0's poisson: -99.1755 valid_0's l2: 364.785
[50] valid_0's poisson: -99.122 valid_0's l2: 365.61
[51] valid_0's poisson: -98.8491 valid_0's l2: 366.095
[52] valid_0's poisson: -98.7953 valid_0's l2: 365.723
[53] valid_0's poisson: -98.5342 valid_0's l2: 366.549
[54] valid_0's poisson: -98.4775 valid_0's l2: 366.924
[55] valid_0's poisson: -98.014 valid_0's l2: 369.098
[56] valid_0's poisson: -98.5356 valid_0's l2: 367.042
[57] valid_0's poisson: -98.5166 valid_0's l2: 366.325
[58] valid_0's poisson: -98.6993 valid_0's l2: 364.095
[59] valid_0's poisson: -98.7956 valid_0's l2: 364.126
[60] valid_0's poisson: -99.0539 valid_0's l2: 365.376
[61] valid_0's poisson: -98.7159 valid_0's l2: 364.388
[62] valid_0's poisson: -98.0986 valid_0's l2: 364.492
[63] valid_0's poisson: -98.1332 valid_0's l2: 364.763
[64] valid_0's poisson: -98.0997 valid_0's l2: 365.246
[65] valid_0's poisson: -98.0966 valid_0's l2: 367.049
[66] valid_0's poisson: -97.9621 valid_0's l2: 367.244
[67] valid_0's poisson: -97.858 valid_0's l2: 366.792
[68] valid_0's poisson: -97.6934 valid_0's l2: 366.949
[69] valid_0's poisson: -97.8593 valid_0's l2: 366.955
[70] valid_0's poisson: -98.0442 valid_0's l2: 368.065
[71] valid_0's poisson: -97.1349 valid_0's l2: 369.354
[72] valid_0's poisson: -97.45 valid_0's l2: 369.599
[73] valid_0's poisson: -97.478 valid_0's l2: 369.554
[74] valid_0's poisson: -97.4147 valid_0's l2: 370.37
[75] valid_0's poisson: -97.1237 valid_0's l2: 370.541
[76] valid_0's poisson: -97.4995 valid_0's l2: 368.012
[77] valid_0's poisson: -97.2247 valid_0's l2: 368.155
[78] valid_0's poisson: -97.4855 valid_0's l2: 367.154
[79] valid_0's poisson: -97.6392 valid_0's l2: 365.978
[80] valid_0's poisson: -97.4373 valid_0's l2: 366.224
[81] valid_0's poisson: -97.0383 valid_0's l2: 367.223
[82] valid_0's poisson: -96.8007 valid_0's l2: 364.494
[83] valid_0's poisson: -96.6878 valid_0's l2: 364.685
[84] valid_0's poisson: -96.6301 valid_0's l2: 364.49
[85] valid_0's poisson: -96.51 valid_0's l2: 366.18
[86] valid_0's poisson: -96.349 valid_0's l2: 366.609
[87] valid_0's poisson: -96.3258 valid_0's l2: 364.856
[88] valid_0's poisson: -96.0794 valid_0's l2: 365.543
[89] valid_0's poisson: -96.0248 valid_0's l2: 364.328
[90] valid_0's poisson: -96.3542 valid_0's l2: 365.274
[91] valid_0's poisson: -96.4487 valid_0's l2: 364.652
[92] valid_0's poisson: -95.9294 valid_0's l2: 363.815
[93] valid_0's poisson: -96.1966 valid_0's l2: 363.212
[94] valid_0's poisson: -96.2555 valid_0's l2: 364.727
[95] valid_0's poisson: -96.6362 valid_0's l2: 363.787
[96] valid_0's poisson: -96.5157 valid_0's l2: 364.215
[97] valid_0's poisson: -96.4098 valid_0's l2: 360.929
[98] valid_0's poisson: -96.1647 valid_0's l2: 360.438
[99] valid_0's poisson: -96.4111 valid_0's l2: 360.9
[100] valid_0's poisson: -96.4332 valid_0's l2: 361.735
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=1, learning_rate=1.0, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -107.018 valid_0's l2: 568.666
[2] valid_0's poisson: -104.066 valid_0's l2: 468.712
[3] valid_0's poisson: -104.703 valid_0's l2: 460.754
[4] valid_0's poisson: -101.069 valid_0's l2: 436.563
[5] valid_0's poisson: -99.043 valid_0's l2: 423.174
[6] valid_0's poisson: -99.296 valid_0's l2: 412.13
[7] valid_0's poisson: -98.4644 valid_0's l2: 411.541
[8] valid_0's poisson: -99.4443 valid_0's l2: 387.817
[9] valid_0's poisson: -98.7715 valid_0's l2: 382.877
[10] valid_0's poisson: -99.0525 valid_0's l2: 377.627
[11] valid_0's poisson: -99.3978 valid_0's l2: 374.246
[12] valid_0's poisson: -99.3119 valid_0's l2: 365.942
[13] valid_0's poisson: -98.8972 valid_0's l2: 370.7
[14] valid_0's poisson: -98.1378 valid_0's l2: 371.392
[15] valid_0's poisson: -96.8214 valid_0's l2: 369.345
[16] valid_0's poisson: -97.3744 valid_0's l2: 380.579
[17] valid_0's poisson: -97.4657 valid_0's l2: 383.489
[18] valid_0's poisson: -97.6429 valid_0's l2: 381.833
[19] valid_0's poisson: -97.0974 valid_0's l2: 381.126
[20] valid_0's poisson: -97.0006 valid_0's l2: 382.808
[21] valid_0's poisson: -97.1344 valid_0's l2: 379.166
[22] valid_0's poisson: -97.2439 valid_0's l2: 376.132
[23] valid_0's poisson: -97.2717 valid_0's l2: 372.743
[24] valid_0's poisson: -97.6065 valid_0's l2: 369.699
[25] valid_0's poisson: -97.4483 valid_0's l2: 366.744
[26] valid_0's poisson: -97.2292 valid_0's l2: 365.851
[27] valid_0's poisson: -96.8816 valid_0's l2: 363.583
[28] valid_0's poisson: -96.8273 valid_0's l2: 364.101
[29] valid_0's poisson: -96.8557 valid_0's l2: 361.042
[30] valid_0's poisson: -96.7818 valid_0's l2: 361.791
[31] valid_0's poisson: -96.1796 valid_0's l2: 360.011
[32] valid_0's poisson: -97.0223 valid_0's l2: 359.345
[33] valid_0's poisson: -97.279 valid_0's l2: 359.498
[34] valid_0's poisson: -96.824 valid_0's l2: 358.697
[35] valid_0's poisson: -96.2002 valid_0's l2: 360.323
[36] valid_0's poisson: -96.4434 valid_0's l2: 362.571
[37] valid_0's poisson: -96.7706 valid_0's l2: 365.147
[38] valid_0's poisson: -96.692 valid_0's l2: 362.756
[39] valid_0's poisson: -96.5693 valid_0's l2: 366.011
[40] valid_0's poisson: -96.5158 valid_0's l2: 363.106
[41] valid_0's poisson: -95.7003 valid_0's l2: 363.65
[42] valid_0's poisson: -96.1992 valid_0's l2: 362.787
[43] valid_0's poisson: -96.4127 valid_0's l2: 361.632
[44] valid_0's poisson: -96.7317 valid_0's l2: 360.541
[45] valid_0's poisson: -96.4422 valid_0's l2: 359.81
[46] valid_0's poisson: -96.7275 valid_0's l2: 359.447
[47] valid_0's poisson: -97.2092 valid_0's l2: 360.406
[48] valid_0's poisson: -97.0789 valid_0's l2: 359.241
[49] valid_0's poisson: -97.0424 valid_0's l2: 358.805
[50] valid_0's poisson: -97.0944 valid_0's l2: 358.888
[51] valid_0's poisson: -96.6209 valid_0's l2: 356.992
[52] valid_0's poisson: -96.5807 valid_0's l2: 358.245
[53] valid_0's poisson: -96.6452 valid_0's l2: 358.027
[54] valid_0's poisson: -96.2919 valid_0's l2: 356.548
[55] valid_0's poisson: -96.3203 valid_0's l2: 356.391
[56] valid_0's poisson: -96.4238 valid_0's l2: 356.29
[57] valid_0's poisson: -96.5898 valid_0's l2: 356.53
[58] valid_0's poisson: -96.3975 valid_0's l2: 356.43
[59] valid_0's poisson: -96.2452 valid_0's l2: 356.267
[60] valid_0's poisson: -96.4685 valid_0's l2: 358.577
[61] valid_0's poisson: -96.5759 valid_0's l2: 355.657
[62] valid_0's poisson: -96.4446 valid_0's l2: 354.758
[63] valid_0's poisson: -95.7485 valid_0's l2: 357.372
[64] valid_0's poisson: -96.0582 valid_0's l2: 358.02
[65] valid_0's poisson: -96.1859 valid_0's l2: 358.126
[66] valid_0's poisson: -96.3179 valid_0's l2: 356.83
[67] valid_0's poisson: -96.2811 valid_0's l2: 357.173
[68] valid_0's poisson: -96.4928 valid_0's l2: 355.891
[69] valid_0's poisson: -96.6246 valid_0's l2: 355.703
[70] valid_0's poisson: -96.7968 valid_0's l2: 358.359
[71] valid_0's poisson: -96.4918 valid_0's l2: 357.864
[72] valid_0's poisson: -96.2831 valid_0's l2: 356.933
[73] valid_0's poisson: -96.5049 valid_0's l2: 356.569
[74] valid_0's poisson: -96.4903 valid_0's l2: 356.6
[75] valid_0's poisson: -96.8334 valid_0's l2: 355.937
[76] valid_0's poisson: -97.6214 valid_0's l2: 354.862
[77] valid_0's poisson: -96.8138 valid_0's l2: 354.931
[78] valid_0's poisson: -96.6979 valid_0's l2: 356.363
[79] valid_0's poisson: -96.6137 valid_0's l2: 356.307
[80] valid_0's poisson: -96.5496 valid_0's l2: 356.202
[81] valid_0's poisson: -97.0987 valid_0's l2: 357.136
[82] valid_0's poisson: -96.78 valid_0's l2: 356.535
[83] valid_0's poisson: -96.7945 valid_0's l2: 358.374
[84] valid_0's poisson: -96.2895 valid_0's l2: 358.993
[85] valid_0's poisson: -96.4109 valid_0's l2: 358.934
[86] valid_0's poisson: -96.2465 valid_0's l2: 358.781
[87] valid_0's poisson: -96.217 valid_0's l2: 358.576
[88] valid_0's poisson: -96.096 valid_0's l2: 358.284
[89] valid_0's poisson: -96.1405 valid_0's l2: 358.502
[90] valid_0's poisson: -96.284 valid_0's l2: 359.019
[91] valid_0's poisson: -96.0917 valid_0's l2: 358.447
[92] valid_0's poisson: -96.2204 valid_0's l2: 357.888
[93] valid_0's poisson: -96.306 valid_0's l2: 358.047
[94] valid_0's poisson: -95.9269 valid_0's l2: 358.064
[95] valid_0's poisson: -95.8901 valid_0's l2: 358.286
[96] valid_0's poisson: -95.7686 valid_0's l2: 358.968
[97] valid_0's poisson: -95.7622 valid_0's l2: 358.612
[98] valid_0's poisson: -95.1828 valid_0's l2: 358.324
[99] valid_0's poisson: -95.2418 valid_0's l2: 359.109
[100] valid_0's poisson: -94.8551 valid_0's l2: 358.585
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=1, learning_rate=1.0, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -106.977 valid_0's l2: 565.435
[2] valid_0's poisson: -106.493 valid_0's l2: 485.86
[3] valid_0's poisson: -102.981 valid_0's l2: 454.631
[4] valid_0's poisson: -102.413 valid_0's l2: 435.549
[5] valid_0's poisson: -102.593 valid_0's l2: 411.512
[6] valid_0's poisson: -102.597 valid_0's l2: 409.279
[7] valid_0's poisson: -102.369 valid_0's l2: 414.122
[8] valid_0's poisson: -102.398 valid_0's l2: 409.769
[9] valid_0's poisson: -101.794 valid_0's l2: 393.491
[10] valid_0's poisson: -101.363 valid_0's l2: 392.151
[11] valid_0's poisson: -100.813 valid_0's l2: 385.797
[12] valid_0's poisson: -100.995 valid_0's l2: 383.49
[13] valid_0's poisson: -99.7649 valid_0's l2: 380.445
[14] valid_0's poisson: -99.2754 valid_0's l2: 377.803
[15] valid_0's poisson: -99.3443 valid_0's l2: 379.791
[16] valid_0's poisson: -99.5416 valid_0's l2: 379.649
[17] valid_0's poisson: -99.0259 valid_0's l2: 380.156
[18] valid_0's poisson: -99.0285 valid_0's l2: 378.225
[19] valid_0's poisson: -99.4122 valid_0's l2: 378.584
[20] valid_0's poisson: -98.7845 valid_0's l2: 378.157
[21] valid_0's poisson: -98.5168 valid_0's l2: 374.038
[22] valid_0's poisson: -98.2626 valid_0's l2: 370.384
[23] valid_0's poisson: -98.0821 valid_0's l2: 373.681
[24] valid_0's poisson: -98.74 valid_0's l2: 370.266
[25] valid_0's poisson: -98.2521 valid_0's l2: 372.797
[26] valid_0's poisson: -98.0027 valid_0's l2: 371.395
[27] valid_0's poisson: -98.2573 valid_0's l2: 368.966
[28] valid_0's poisson: -98.5557 valid_0's l2: 363.115
[29] valid_0's poisson: -98.1165 valid_0's l2: 366.677
[30] valid_0's poisson: -98.9694 valid_0's l2: 365.476
[31] valid_0's poisson: -98.6031 valid_0's l2: 365.772
[32] valid_0's poisson: -98.6928 valid_0's l2: 365.824
[33] valid_0's poisson: -99.0233 valid_0's l2: 362.676
[34] valid_0's poisson: -99.1137 valid_0's l2: 364.128
[35] valid_0's poisson: -98.8647 valid_0's l2: 363.22
[36] valid_0's poisson: -98.141 valid_0's l2: 363.288
[37] valid_0's poisson: -98.3309 valid_0's l2: 358.853
[38] valid_0's poisson: -98.4843 valid_0's l2: 359.584
[39] valid_0's poisson: -98.8043 valid_0's l2: 359.643
[40] valid_0's poisson: -98.9098 valid_0's l2: 357.995
[41] valid_0's poisson: -98.7529 valid_0's l2: 357.359
[42] valid_0's poisson: -98.5365 valid_0's l2: 357.396
[43] valid_0's poisson: -98.3835 valid_0's l2: 356.45
[44] valid_0's poisson: -98.3581 valid_0's l2: 353.169
[45] valid_0's poisson: -98.7257 valid_0's l2: 354.895
[46] valid_0's poisson: -98.3868 valid_0's l2: 354.272
[47] valid_0's poisson: -98.3 valid_0's l2: 351.482
[48] valid_0's poisson: -98.535 valid_0's l2: 350.981
[49] valid_0's poisson: -98.8265 valid_0's l2: 354.769
[50] valid_0's poisson: -99.0225 valid_0's l2: 353.85
[51] valid_0's poisson: -98.75 valid_0's l2: 354.51
[52] valid_0's poisson: -98.9555 valid_0's l2: 355.443
[53] valid_0's poisson: -99.0089 valid_0's l2: 355.5
[54] valid_0's poisson: -98.9415 valid_0's l2: 356.398
[55] valid_0's poisson: -98.9985 valid_0's l2: 355.748
[56] valid_0's poisson: -98.6254 valid_0's l2: 354.902
[57] valid_0's poisson: -98.2591 valid_0's l2: 354.714
[58] valid_0's poisson: -98.3971 valid_0's l2: 354.016
[59] valid_0's poisson: -98.7489 valid_0's l2: 354.193
[60] valid_0's poisson: -98.5448 valid_0's l2: 354.178
[61] valid_0's poisson: -98.3452 valid_0's l2: 352.125
[62] valid_0's poisson: -98.3706 valid_0's l2: 353.002
[63] valid_0's poisson: -98.4516 valid_0's l2: 352.07
[64] valid_0's poisson: -98.4436 valid_0's l2: 353.181
[65] valid_0's poisson: -98.4091 valid_0's l2: 352.399
[66] valid_0's poisson: -98.5888 valid_0's l2: 352.441
[67] valid_0's poisson: -98.5028 valid_0's l2: 350.519
[68] valid_0's poisson: -98.3333 valid_0's l2: 350.704
[69] valid_0's poisson: -98.4129 valid_0's l2: 351.191
[70] valid_0's poisson: -98.766 valid_0's l2: 349.708
[71] valid_0's poisson: -99.131 valid_0's l2: 350.328
[72] valid_0's poisson: -99.0659 valid_0's l2: 351.601
[73] valid_0's poisson: -98.4764 valid_0's l2: 350.834
[74] valid_0's poisson: -98.287 valid_0's l2: 351.529
[75] valid_0's poisson: -97.8932 valid_0's l2: 353.285
[76] valid_0's poisson: -97.9529 valid_0's l2: 353.205
[77] valid_0's poisson: -98.1994 valid_0's l2: 353.476
[78] valid_0's poisson: -97.993 valid_0's l2: 355.894
[79] valid_0's poisson: -98.0037 valid_0's l2: 356.298
[80] valid_0's poisson: -97.8241 valid_0's l2: 355.057
[81] valid_0's poisson: -98.0557 valid_0's l2: 354.396
[82] valid_0's poisson: -98.2495 valid_0's l2: 353.043
[83] valid_0's poisson: -98.3014 valid_0's l2: 354.425
[84] valid_0's poisson: -97.996 valid_0's l2: 354.616
[85] valid_0's poisson: -97.9655 valid_0's l2: 354.051
[86] valid_0's poisson: -97.8653 valid_0's l2: 352
[87] valid_0's poisson: -97.9788 valid_0's l2: 353.461
[88] valid_0's poisson: -97.8803 valid_0's l2: 354.819
[89] valid_0's poisson: -97.6158 valid_0's l2: 353.843
[90] valid_0's poisson: -97.5967 valid_0's l2: 354.338
[91] valid_0's poisson: -97.6617 valid_0's l2: 354.139
[92] valid_0's poisson: -98.0267 valid_0's l2: 354.839
[93] valid_0's poisson: -98.0193 valid_0's l2: 354.52
[94] valid_0's poisson: -97.888 valid_0's l2: 354.122
[95] valid_0's poisson: -97.8196 valid_0's l2: 351.861
[96] valid_0's poisson: -97.7966 valid_0's l2: 350.999
[97] valid_0's poisson: -97.7232 valid_0's l2: 351.609
[98] valid_0's poisson: -98.0196 valid_0's l2: 351.857
[99] valid_0's poisson: -97.8008 valid_0's l2: 351.674
[100] valid_0's poisson: -97.763 valid_0's l2: 350.759
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=1, learning_rate=1.0, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -106.989 valid_0's l2: 565.611
[2] valid_0's poisson: -105.634 valid_0's l2: 497.246
[3] valid_0's poisson: -105.147 valid_0's l2: 467.571
[4] valid_0's poisson: -103.733 valid_0's l2: 445.06
[5] valid_0's poisson: -102.633 valid_0's l2: 429.456
[6] valid_0's poisson: -102.327 valid_0's l2: 427.63
[7] valid_0's poisson: -102.03 valid_0's l2: 425.646
[8] valid_0's poisson: -102.193 valid_0's l2: 413.66
[9] valid_0's poisson: -100.321 valid_0's l2: 423.859
[10] valid_0's poisson: -100.124 valid_0's l2: 408.98
[11] valid_0's poisson: -100.214 valid_0's l2: 404.937
[12] valid_0's poisson: -100.002 valid_0's l2: 407.264
[13] valid_0's poisson: -99.87 valid_0's l2: 401.121
[14] valid_0's poisson: -99.9656 valid_0's l2: 395.412
[15] valid_0's poisson: -99.9846 valid_0's l2: 398.508
[16] valid_0's poisson: -99.4566 valid_0's l2: 397.064
[17] valid_0's poisson: -99.4541 valid_0's l2: 397.375
[18] valid_0's poisson: -99.3401 valid_0's l2: 396.337
[19] valid_0's poisson: -99.1611 valid_0's l2: 390.574
[20] valid_0's poisson: -99.3638 valid_0's l2: 391.319
[21] valid_0's poisson: -99.8976 valid_0's l2: 388.477
[22] valid_0's poisson: -98.7796 valid_0's l2: 386.364
[23] valid_0's poisson: -98.0607 valid_0's l2: 383.61
[24] valid_0's poisson: -97.8821 valid_0's l2: 386.434
[25] valid_0's poisson: -99.1494 valid_0's l2: 386.204
[26] valid_0's poisson: -99.4173 valid_0's l2: 391.547
[27] valid_0's poisson: -98.8817 valid_0's l2: 389.913
[28] valid_0's poisson: -98.7908 valid_0's l2: 389.562
[29] valid_0's poisson: -97.4187 valid_0's l2: 389.479
[30] valid_0's poisson: -97.5406 valid_0's l2: 391.262
[31] valid_0's poisson: -98.0331 valid_0's l2: 390.769
[32] valid_0's poisson: -97.671 valid_0's l2: 389.737
[33] valid_0's poisson: -97.8936 valid_0's l2: 387.675
[34] valid_0's poisson: -97.7785 valid_0's l2: 389.359
[35] valid_0's poisson: -97.9137 valid_0's l2: 388.094
[36] valid_0's poisson: -97.8883 valid_0's l2: 388.899
[37] valid_0's poisson: -98.1418 valid_0's l2: 388.574
[38] valid_0's poisson: -97.6652 valid_0's l2: 388.964
[39] valid_0's poisson: -97.2122 valid_0's l2: 385.337
[40] valid_0's poisson: -96.929 valid_0's l2: 386.122
[41] valid_0's poisson: -96.5609 valid_0's l2: 385.355
[42] valid_0's poisson: -96.7351 valid_0's l2: 383.053
[43] valid_0's poisson: -96.9139 valid_0's l2: 382.532
[44] valid_0's poisson: -96.6046 valid_0's l2: 381.563
[45] valid_0's poisson: -96.1901 valid_0's l2: 380.66
[46] valid_0's poisson: -95.6137 valid_0's l2: 380.251
[47] valid_0's poisson: -95.8914 valid_0's l2: 379.357
[48] valid_0's poisson: -95.9171 valid_0's l2: 374.911
[49] valid_0's poisson: -96.2784 valid_0's l2: 375.372
[50] valid_0's poisson: -96.6732 valid_0's l2: 371.051
[51] valid_0's poisson: -96.5894 valid_0's l2: 372.483
[52] valid_0's poisson: -95.6668 valid_0's l2: 373.863
[53] valid_0's poisson: -96.1885 valid_0's l2: 374.351
[54] valid_0's poisson: -96.2587 valid_0's l2: 374.617
[55] valid_0's poisson: -95.5977 valid_0's l2: 375.819
[56] valid_0's poisson: -96.2857 valid_0's l2: 375.108
[57] valid_0's poisson: -96.1031 valid_0's l2: 375.094
[58] valid_0's poisson: -96.0008 valid_0's l2: 374.586
[59] valid_0's poisson: -95.9791 valid_0's l2: 375.516
[60] valid_0's poisson: -95.8311 valid_0's l2: 374.197
[61] valid_0's poisson: -95.2934 valid_0's l2: 376.14
[62] valid_0's poisson: -95.3015 valid_0's l2: 376.707
[63] valid_0's poisson: -95.1058 valid_0's l2: 376.251
[64] valid_0's poisson: -94.8437 valid_0's l2: 375.037
[65] valid_0's poisson: -94.9152 valid_0's l2: 375.613
[66] valid_0's poisson: -94.9845 valid_0's l2: 376.741
[67] valid_0's poisson: -95.6891 valid_0's l2: 376.497
[68] valid_0's poisson: -95.4198 valid_0's l2: 375.571
[69] valid_0's poisson: -94.8727 valid_0's l2: 378.216
[70] valid_0's poisson: -94.868 valid_0's l2: 379.299
[71] valid_0's poisson: -95.5288 valid_0's l2: 376.272
[72] valid_0's poisson: -95.3931 valid_0's l2: 375.692
[73] valid_0's poisson: -95.7269 valid_0's l2: 375.963
[74] valid_0's poisson: -95.0823 valid_0's l2: 377.499
[75] valid_0's poisson: -94.6742 valid_0's l2: 375.193
[76] valid_0's poisson: -95.1256 valid_0's l2: 373.692
[77] valid_0's poisson: -95.1501 valid_0's l2: 371.695
[78] valid_0's poisson: -94.8287 valid_0's l2: 369.37
[79] valid_0's poisson: -94.7119 valid_0's l2: 368.684
[80] valid_0's poisson: -94.6494 valid_0's l2: 371.282
[81] valid_0's poisson: -94.3375 valid_0's l2: 369.576
[82] valid_0's poisson: -94.4 valid_0's l2: 369.882
[83] valid_0's poisson: -94.4436 valid_0's l2: 369.798
[84] valid_0's poisson: -93.6986 valid_0's l2: 370.127
[85] valid_0's poisson: -93.7914 valid_0's l2: 370.663
[86] valid_0's poisson: -93.6438 valid_0's l2: 370.882
[87] valid_0's poisson: -93.7315 valid_0's l2: 370.827
[88] valid_0's poisson: -93.5156 valid_0's l2: 371.054
[89] valid_0's poisson: -93.6642 valid_0's l2: 371.68
[90] valid_0's poisson: -93.44 valid_0's l2: 371.984
[91] valid_0's poisson: -93.7867 valid_0's l2: 371.482
[92] valid_0's poisson: -93.7889 valid_0's l2: 371.925
[93] valid_0's poisson: -94.1162 valid_0's l2: 372.695
[94] valid_0's poisson: -94.1865 valid_0's l2: 373.059
[95] valid_0's poisson: -94.2924 valid_0's l2: 373.884
[96] valid_0's poisson: -94.3906 valid_0's l2: 375.042
[97] valid_0's poisson: -94.2957 valid_0's l2: 374.224
[98] valid_0's poisson: -93.7104 valid_0's l2: 375.155
[99] valid_0's poisson: -93.9802 valid_0's l2: 375.932
[100] valid_0's poisson: -94.2282 valid_0's l2: 375.515
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.703 valid_0's l2: 2261.88
[2] valid_0's poisson: -88.2069 valid_0's l2: 2224.59
[3] valid_0's poisson: -88.6909 valid_0's l2: 2188.15
[4] valid_0's poisson: -89.149 valid_0's l2: 2153.12
[5] valid_0's poisson: -89.5898 valid_0's l2: 2118.91
[6] valid_0's poisson: -90.0117 valid_0's l2: 2085.71
[7] valid_0's poisson: -90.4237 valid_0's l2: 2052.92
[8] valid_0's poisson: -90.8192 valid_0's l2: 2021.03
[9] valid_0's poisson: -91.1937 valid_0's l2: 1990.35
[10] valid_0's poisson: -91.5523 valid_0's l2: 1960.6
[11] valid_0's poisson: -91.896 valid_0's l2: 1931.75
[12] valid_0's poisson: -92.2267 valid_0's l2: 1903.75
[13] valid_0's poisson: -92.5435 valid_0's l2: 1876.45
[14] valid_0's poisson: -92.8491 valid_0's l2: 1850.06
[15] valid_0's poisson: -93.1437 valid_0's l2: 1824.31
[16] valid_0's poisson: -93.4295 valid_0's l2: 1799.35
[17] valid_0's poisson: -93.7038 valid_0's l2: 1775.05
[18] valid_0's poisson: -93.9708 valid_0's l2: 1751.36
[19] valid_0's poisson: -94.2476 valid_0's l2: 1727.35
[20] valid_0's poisson: -94.4971 valid_0's l2: 1704.94
[21] valid_0's poisson: -94.7404 valid_0's l2: 1683.22
[22] valid_0's poisson: -94.9751 valid_0's l2: 1662.07
[23] valid_0's poisson: -95.2041 valid_0's l2: 1641.55
[24] valid_0's poisson: -95.4248 valid_0's l2: 1621.68
[25] valid_0's poisson: -95.6381 valid_0's l2: 1602.24
[26] valid_0's poisson: -95.8474 valid_0's l2: 1583.47
[27] valid_0's poisson: -96.0482 valid_0's l2: 1565.25
[28] valid_0's poisson: -96.2453 valid_0's l2: 1547.47
[29] valid_0's poisson: -96.4356 valid_0's l2: 1530.24
[30] valid_0's poisson: -96.6218 valid_0's l2: 1513.43
[31] valid_0's poisson: -96.8228 valid_0's l2: 1495.7
[32] valid_0's poisson: -96.9997 valid_0's l2: 1479.52
[33] valid_0's poisson: -97.1704 valid_0's l2: 1464.03
[34] valid_0's poisson: -97.3402 valid_0's l2: 1448.81
[35] valid_0's poisson: -97.5081 valid_0's l2: 1433.61
[36] valid_0's poisson: -97.6679 valid_0's l2: 1419.32
[37] valid_0's poisson: -97.8516 valid_0's l2: 1403.19
[38] valid_0's poisson: -98.0012 valid_0's l2: 1389.42
[39] valid_0's poisson: -98.1474 valid_0's l2: 1376.07
[40] valid_0's poisson: -98.2841 valid_0's l2: 1363.4
[41] valid_0's poisson: -98.4518 valid_0's l2: 1348.46
[42] valid_0's poisson: -98.5878 valid_0's l2: 1335.92
[43] valid_0's poisson: -98.7206 valid_0's l2: 1323.68
[44] valid_0's poisson: -98.8781 valid_0's l2: 1309.61
[45] valid_0's poisson: -99.0063 valid_0's l2: 1297.95
[46] valid_0's poisson: -99.1312 valid_0's l2: 1286.53
[47] valid_0's poisson: -99.2547 valid_0's l2: 1275.12
[48] valid_0's poisson: -99.4014 valid_0's l2: 1262.01
[49] valid_0's poisson: -99.5192 valid_0's l2: 1251.3
[50] valid_0's poisson: -99.6343 valid_0's l2: 1240.96
[51] valid_0's poisson: -99.7729 valid_0's l2: 1228.57
[52] valid_0's poisson: -99.8841 valid_0's l2: 1218.52
[53] valid_0's poisson: -99.9862 valid_0's l2: 1208.81
[54] valid_0's poisson: -100.117 valid_0's l2: 1197.09
[55] valid_0's poisson: -100.232 valid_0's l2: 1187.52
[56] valid_0's poisson: -100.334 valid_0's l2: 1178.16
[57] valid_0's poisson: -100.458 valid_0's l2: 1167.09
[58] valid_0's poisson: -100.566 valid_0's l2: 1158.13
[59] valid_0's poisson: -100.657 valid_0's l2: 1149.42
[60] valid_0's poisson: -100.78 valid_0's l2: 1138.35
[61] valid_0's poisson: -100.872 valid_0's l2: 1130.2
[62] valid_0's poisson: -100.991 valid_0's l2: 1119.57
[63] valid_0's poisson: -101.101 valid_0's l2: 1109.36
[64] valid_0's poisson: -101.209 valid_0's l2: 1099.45
[65] valid_0's poisson: -101.306 valid_0's l2: 1091.18
[66] valid_0's poisson: -101.416 valid_0's l2: 1081.27
[67] valid_0's poisson: -101.518 valid_0's l2: 1071.97
[68] valid_0's poisson: -101.616 valid_0's l2: 1062.94
[69] valid_0's poisson: -101.706 valid_0's l2: 1055.33
[70] valid_0's poisson: -101.809 valid_0's l2: 1046.08
[71] valid_0's poisson: -101.901 valid_0's l2: 1037.6
[72] valid_0's poisson: -101.99 valid_0's l2: 1029.28
[73] valid_0's poisson: -102.074 valid_0's l2: 1022.17
[74] valid_0's poisson: -102.17 valid_0's l2: 1013.55
[75] valid_0's poisson: -102.253 valid_0's l2: 1005.87
[76] valid_0's poisson: -102.335 valid_0's l2: 998.225
[77] valid_0's poisson: -102.412 valid_0's l2: 991.285
[78] valid_0's poisson: -102.502 valid_0's l2: 983.223
[79] valid_0's poisson: -102.579 valid_0's l2: 976.043
[80] valid_0's poisson: -102.669 valid_0's l2: 967.756
[81] valid_0's poisson: -102.739 valid_0's l2: 961.446
[82] valid_0's poisson: -102.809 valid_0's l2: 954.763
[83] valid_0's poisson: -102.895 valid_0's l2: 946.91
[84] valid_0's poisson: -102.964 valid_0's l2: 940.731
[85] valid_0's poisson: -103.048 valid_0's l2: 934.071
[86] valid_0's poisson: -103.13 valid_0's l2: 926.655
[87] valid_0's poisson: -103.193 valid_0's l2: 920.605
[88] valid_0's poisson: -103.273 valid_0's l2: 914.26
[89] valid_0's poisson: -103.334 valid_0's l2: 908.483
[90] valid_0's poisson: -103.411 valid_0's l2: 901.556
[91] valid_0's poisson: -103.469 valid_0's l2: 896.379
[92] valid_0's poisson: -103.543 valid_0's l2: 889.74
[93] valid_0's poisson: -103.6 valid_0's l2: 884.409
[94] valid_0's poisson: -103.671 valid_0's l2: 878.785
[95] valid_0's poisson: -103.742 valid_0's l2: 873.252
[96] valid_0's poisson: -103.796 valid_0's l2: 868.228
[97] valid_0's poisson: -103.864 valid_0's l2: 862.11
[98] valid_0's poisson: -103.93 valid_0's l2: 856.969
[99] valid_0's poisson: -103.981 valid_0's l2: 852.233
[100] valid_0's poisson: -104.045 valid_0's l2: 846.434
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7011 valid_0's l2: 2261.93
[2] valid_0's poisson: -88.2008 valid_0's l2: 2224.71
[3] valid_0's poisson: -88.6753 valid_0's l2: 2188.64
[4] valid_0's poisson: -89.1268 valid_0's l2: 2153.64
[5] valid_0's poisson: -89.556 valid_0's l2: 2119.78
[6] valid_0's poisson: -90.0004 valid_0's l2: 2084.81
[7] valid_0's poisson: -90.3949 valid_0's l2: 2052.8
[8] valid_0's poisson: -90.7724 valid_0's l2: 2021.76
[9] valid_0's poisson: -91.1336 valid_0's l2: 1991.71
[10] valid_0's poisson: -91.4808 valid_0's l2: 1962.53
[11] valid_0's poisson: -91.8133 valid_0's l2: 1934.24
[12] valid_0's poisson: -92.1352 valid_0's l2: 1906.54
[13] valid_0's poisson: -92.4811 valid_0's l2: 1877.48
[14] valid_0's poisson: -92.7801 valid_0's l2: 1851.3
[15] valid_0's poisson: -93.0699 valid_0's l2: 1826.01
[16] valid_0's poisson: -93.3489 valid_0's l2: 1801.27
[17] valid_0's poisson: -93.6196 valid_0's l2: 1777.4
[18] valid_0's poisson: -93.8794 valid_0's l2: 1754.27
[19] valid_0's poisson: -94.1324 valid_0's l2: 1731.57
[20] valid_0's poisson: -94.4123 valid_0's l2: 1707.34
[21] valid_0's poisson: -94.6527 valid_0's l2: 1686.03
[22] valid_0's poisson: -94.8833 valid_0's l2: 1665.14
[23] valid_0's poisson: -95.1118 valid_0's l2: 1644.89
[24] valid_0's poisson: -95.3295 valid_0's l2: 1625.07
[25] valid_0's poisson: -95.5729 valid_0's l2: 1603.75
[26] valid_0's poisson: -95.7836 valid_0's l2: 1584.81
[27] valid_0's poisson: -95.9869 valid_0's l2: 1566.44
[28] valid_0's poisson: -96.181 valid_0's l2: 1548.91
[29] valid_0's poisson: -96.3737 valid_0's l2: 1531.8
[30] valid_0's poisson: -96.5869 valid_0's l2: 1513.03
[31] valid_0's poisson: -96.7673 valid_0's l2: 1496.52
[32] valid_0's poisson: -96.942 valid_0's l2: 1480.72
[33] valid_0's poisson: -97.114 valid_0's l2: 1465.08
[34] valid_0's poisson: -97.2866 valid_0's l2: 1449.62
[35] valid_0's poisson: -97.4449 valid_0's l2: 1434.91
[36] valid_0's poisson: -97.6295 valid_0's l2: 1418.67
[37] valid_0's poisson: -97.7803 valid_0's l2: 1404.76
[38] valid_0's poisson: -97.9556 valid_0's l2: 1389.35
[39] valid_0's poisson: -98.1256 valid_0's l2: 1374.44
[40] valid_0's poisson: -98.264 valid_0's l2: 1361.18
[41] valid_0's poisson: -98.4363 valid_0's l2: 1345.88
[42] valid_0's poisson: -98.5707 valid_0's l2: 1332.98
[43] valid_0's poisson: -98.704 valid_0's l2: 1320.86
[44] valid_0's poisson: -98.8666 valid_0's l2: 1306.39
[45] valid_0's poisson: -98.9936 valid_0's l2: 1294.63
[46] valid_0's poisson: -99.1183 valid_0's l2: 1283.21
[47] valid_0's poisson: -99.2717 valid_0's l2: 1269.54
[48] valid_0's poisson: -99.391 valid_0's l2: 1258.49
[49] valid_0's poisson: -99.5079 valid_0's l2: 1248
[50] valid_0's poisson: -99.6527 valid_0's l2: 1235.1
[51] valid_0's poisson: -99.7763 valid_0's l2: 1224.67
[52] valid_0's poisson: -99.8832 valid_0's l2: 1214.59
[53] valid_0's poisson: -100.02 valid_0's l2: 1202.4
[54] valid_0's poisson: -100.139 valid_0's l2: 1192.1
[55] valid_0's poisson: -100.27 valid_0's l2: 1180.47
[56] valid_0's poisson: -100.393 valid_0's l2: 1169.1
[57] valid_0's poisson: -100.506 valid_0's l2: 1159.54
[58] valid_0's poisson: -100.624 valid_0's l2: 1148.71
[59] valid_0's poisson: -100.751 valid_0's l2: 1137.22
[60] valid_0's poisson: -100.864 valid_0's l2: 1126.88
[61] valid_0's poisson: -100.968 valid_0's l2: 1118.04
[62] valid_0's poisson: -101.075 valid_0's l2: 1108.18
[63] valid_0's poisson: -101.194 valid_0's l2: 1097.48
[64] valid_0's poisson: -101.292 valid_0's l2: 1088.49
[65] valid_0's poisson: -101.388 valid_0's l2: 1080.35
[66] valid_0's poisson: -101.5 valid_0's l2: 1070.22
[67] valid_0's poisson: -101.598 valid_0's l2: 1061.33
[68] valid_0's poisson: -101.687 valid_0's l2: 1053.1
[69] valid_0's poisson: -101.794 valid_0's l2: 1043.54
[70] valid_0's poisson: -101.885 valid_0's l2: 1035.25
[71] valid_0's poisson: -101.969 valid_0's l2: 1027.18
[72] valid_0's poisson: -102.069 valid_0's l2: 1018.15
[73] valid_0's poisson: -102.154 valid_0's l2: 1010.47
[74] valid_0's poisson: -102.233 valid_0's l2: 1003.34
[75] valid_0's poisson: -102.328 valid_0's l2: 994.794
[76] valid_0's poisson: -102.403 valid_0's l2: 987.597
[77] valid_0's poisson: -102.481 valid_0's l2: 980.627
[78] valid_0's poisson: -102.558 valid_0's l2: 974.185
[79] valid_0's poisson: -102.647 valid_0's l2: 966.182
[80] valid_0's poisson: -102.718 valid_0's l2: 959.897
[81] valid_0's poisson: -102.785 valid_0's l2: 953.488
[82] valid_0's poisson: -102.871 valid_0's l2: 945.907
[83] valid_0's poisson: -102.937 valid_0's l2: 939.665
[84] valid_0's poisson: -103.023 valid_0's l2: 932.813
[85] valid_0's poisson: -103.104 valid_0's l2: 925.651
[86] valid_0's poisson: -103.167 valid_0's l2: 919.691
[87] valid_0's poisson: -103.248 valid_0's l2: 913.248
[88] valid_0's poisson: -103.309 valid_0's l2: 907.576
[89] valid_0's poisson: -103.38 valid_0's l2: 901.63
[90] valid_0's poisson: -103.438 valid_0's l2: 896.242
[91] valid_0's poisson: -103.514 valid_0's l2: 889.34
[92] valid_0's poisson: -103.589 valid_0's l2: 883.463
[93] valid_0's poisson: -103.644 valid_0's l2: 878.33
[94] valid_0's poisson: -103.716 valid_0's l2: 872.717
[95] valid_0's poisson: -103.774 valid_0's l2: 867.678
[96] valid_0's poisson: -103.84 valid_0's l2: 861.745
[97] valid_0's poisson: -103.892 valid_0's l2: 857.02
[98] valid_0's poisson: -103.958 valid_0's l2: 850.929
[99] valid_0's poisson: -104.024 valid_0's l2: 845.813
[100] valid_0's poisson: -104.072 valid_0's l2: 841.339
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7128 valid_0's l2: 2261.03
[2] valid_0's poisson: -88.2331 valid_0's l2: 2222.34
[3] valid_0's poisson: -88.7248 valid_0's l2: 2185.1
[4] valid_0's poisson: -89.1946 valid_0's l2: 2148.9
[5] valid_0's poisson: -89.6418 valid_0's l2: 2113.81
[6] valid_0's poisson: -90.0679 valid_0's l2: 2079.81
[7] valid_0's poisson: -90.4821 valid_0's l2: 2046.56
[8] valid_0's poisson: -90.8723 valid_0's l2: 2014.45
[9] valid_0's poisson: -91.2584 valid_0's l2: 1982.71
[10] valid_0's poisson: -91.6212 valid_0's l2: 1952.34
[11] valid_0's poisson: -91.974 valid_0's l2: 1922.78
[12] valid_0's poisson: -92.3084 valid_0's l2: 1894.08
[13] valid_0's poisson: -92.6415 valid_0's l2: 1865.73
[14] valid_0's poisson: -92.9506 valid_0's l2: 1838.84
[15] valid_0's poisson: -93.2489 valid_0's l2: 1812.77
[16] valid_0's poisson: -93.5354 valid_0's l2: 1787.49
[17] valid_0's poisson: -93.8093 valid_0's l2: 1762.96
[18] valid_0's poisson: -94.0764 valid_0's l2: 1739.11
[19] valid_0's poisson: -94.332 valid_0's l2: 1715.98
[20] valid_0's poisson: -94.5825 valid_0's l2: 1693.46
[21] valid_0's poisson: -94.8215 valid_0's l2: 1671.65
[22] valid_0's poisson: -95.0562 valid_0's l2: 1650.4
[23] valid_0's poisson: -95.303 valid_0's l2: 1628.53
[24] valid_0's poisson: -95.5208 valid_0's l2: 1608.47
[25] valid_0's poisson: -95.736 valid_0's l2: 1588.89
[26] valid_0's poisson: -95.9427 valid_0's l2: 1569.82
[27] valid_0's poisson: -96.1478 valid_0's l2: 1551.37
[28] valid_0's poisson: -96.3454 valid_0's l2: 1533.19
[29] valid_0's poisson: -96.537 valid_0's l2: 1515.73
[30] valid_0's poisson: -96.7227 valid_0's l2: 1498.76
[31] valid_0's poisson: -96.9238 valid_0's l2: 1480.86
[32] valid_0's poisson: -97.1017 valid_0's l2: 1464.63
[33] valid_0's poisson: -97.2739 valid_0's l2: 1449.05
[34] valid_0's poisson: -97.4401 valid_0's l2: 1433.88
[35] valid_0's poisson: -97.6045 valid_0's l2: 1418.95
[36] valid_0's poisson: -97.7628 valid_0's l2: 1404.6
[37] valid_0's poisson: -97.9228 valid_0's l2: 1390.23
[38] valid_0's poisson: -98.0996 valid_0's l2: 1374.42
[39] valid_0's poisson: -98.2459 valid_0's l2: 1360.78
[40] valid_0's poisson: -98.389 valid_0's l2: 1347.63
[41] valid_0's poisson: -98.5224 valid_0's l2: 1335.16
[42] valid_0's poisson: -98.6856 valid_0's l2: 1320.52
[43] valid_0's poisson: -98.8193 valid_0's l2: 1308.18
[44] valid_0's poisson: -98.9491 valid_0's l2: 1296.23
[45] valid_0's poisson: -99.0762 valid_0's l2: 1284.6
[46] valid_0's poisson: -99.2276 valid_0's l2: 1271
[47] valid_0's poisson: -99.3493 valid_0's l2: 1259.41
[48] valid_0's poisson: -99.4681 valid_0's l2: 1248.46
[49] valid_0's poisson: -99.6111 valid_0's l2: 1235.61
[50] valid_0's poisson: -99.7214 valid_0's l2: 1225.37
[51] valid_0's poisson: -99.8587 valid_0's l2: 1213.06
[52] valid_0's poisson: -99.9707 valid_0's l2: 1202.88
[53] valid_0's poisson: -100.073 valid_0's l2: 1193.11
[54] valid_0's poisson: -100.204 valid_0's l2: 1181.46
[55] valid_0's poisson: -100.309 valid_0's l2: 1171.97
[56] valid_0's poisson: -100.411 valid_0's l2: 1162.54
[57] valid_0's poisson: -100.534 valid_0's l2: 1151.6
[58] valid_0's poisson: -100.633 valid_0's l2: 1142.78
[59] valid_0's poisson: -100.74 valid_0's l2: 1133.7
[60] valid_0's poisson: -100.833 valid_0's l2: 1125.26
[61] valid_0's poisson: -100.949 valid_0's l2: 1115.04
[62] valid_0's poisson: -101.053 valid_0's l2: 1106.34
[63] valid_0's poisson: -101.137 valid_0's l2: 1098.33
[64] valid_0's poisson: -101.251 valid_0's l2: 1088.05
[65] valid_0's poisson: -101.361 valid_0's l2: 1078.1
[66] valid_0's poisson: -101.466 valid_0's l2: 1068.45
[67] valid_0's poisson: -101.569 valid_0's l2: 1059.1
[68] valid_0's poisson: -101.662 valid_0's l2: 1051.36
[69] valid_0's poisson: -101.759 valid_0's l2: 1042.45
[70] valid_0's poisson: -101.861 valid_0's l2: 1033.31
[71] valid_0's poisson: -101.954 valid_0's l2: 1024.79
[72] valid_0's poisson: -102.045 valid_0's l2: 1016.53
[73] valid_0's poisson: -102.13 valid_0's l2: 1009.41
[74] valid_0's poisson: -102.225 valid_0's l2: 1000.9
[75] valid_0's poisson: -102.305 valid_0's l2: 993.161
[76] valid_0's poisson: -102.387 valid_0's l2: 985.511
[77] valid_0's poisson: -102.477 valid_0's l2: 977.46
[78] valid_0's poisson: -102.556 valid_0's l2: 970.315
[79] valid_0's poisson: -102.633 valid_0's l2: 963.184
[80] valid_0's poisson: -102.707 valid_0's l2: 956.597
[81] valid_0's poisson: -102.788 valid_0's l2: 949.587
[82] valid_0's poisson: -102.86 valid_0's l2: 942.928
[83] valid_0's poisson: -102.941 valid_0's l2: 935.721
[84] valid_0's poisson: -103.011 valid_0's l2: 929.496
[85] valid_0's poisson: -103.077 valid_0's l2: 923.306
[86] valid_0's poisson: -103.146 valid_0's l2: 917.647
[87] valid_0's poisson: -103.222 valid_0's l2: 910.928
[88] valid_0's poisson: -103.284 valid_0's l2: 905.117
[89] valid_0's poisson: -103.364 valid_0's l2: 898.8
[90] valid_0's poisson: -103.423 valid_0's l2: 893.631
[91] valid_0's poisson: -103.494 valid_0's l2: 887.355
[92] valid_0's poisson: -103.552 valid_0's l2: 882.015
[93] valid_0's poisson: -103.62 valid_0's l2: 876.002
[94] valid_0's poisson: -103.694 valid_0's l2: 870.23
[95] valid_0's poisson: -103.748 valid_0's l2: 865.203
[96] valid_0's poisson: -103.819 valid_0's l2: 859.69
[97] valid_0's poisson: -103.885 valid_0's l2: 853.63
[98] valid_0's poisson: -103.936 valid_0's l2: 848.907
[99] valid_0's poisson: -104.003 valid_0's l2: 843.725
[100] valid_0's poisson: -104.057 valid_0's l2: 839.198
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7148 valid_0's l2: 2261.06
[2] valid_0's poisson: -88.2233 valid_0's l2: 2223.4
[3] valid_0's poisson: -88.7062 valid_0's l2: 2186.88
[4] valid_0's poisson: -89.1757 valid_0's l2: 2150.98
[5] valid_0's poisson: -89.6175 valid_0's l2: 2116.45
[6] valid_0's poisson: -90.0384 valid_0's l2: 2083.03
[7] valid_0's poisson: -90.4415 valid_0's l2: 2050.58
[8] valid_0's poisson: -90.8214 valid_0's l2: 2019.49
[9] valid_0's poisson: -91.1856 valid_0's l2: 1989.38
[10] valid_0's poisson: -91.5632 valid_0's l2: 1958.32
[11] valid_0's poisson: -91.8983 valid_0's l2: 1929.84
[12] valid_0's poisson: -92.2232 valid_0's l2: 1902.18
[13] valid_0's poisson: -92.5336 valid_0's l2: 1875.3
[14] valid_0's poisson: -92.8358 valid_0's l2: 1849.16
[15] valid_0's poisson: -93.1273 valid_0's l2: 1823.78
[16] valid_0's poisson: -93.4096 valid_0's l2: 1798.92
[17] valid_0's poisson: -93.6822 valid_0's l2: 1774.8
[18] valid_0's poisson: -93.9744 valid_0's l2: 1749.65
[19] valid_0's poisson: -94.2301 valid_0's l2: 1726.96
[20] valid_0's poisson: -94.4772 valid_0's l2: 1704.78
[21] valid_0's poisson: -94.716 valid_0's l2: 1683.29
[22] valid_0's poisson: -94.9479 valid_0's l2: 1662.46
[23] valid_0's poisson: -95.1722 valid_0's l2: 1642.12
[24] valid_0's poisson: -95.3926 valid_0's l2: 1622.39
[25] valid_0's poisson: -95.604 valid_0's l2: 1603.3
[26] valid_0's poisson: -95.8118 valid_0's l2: 1584.63
[27] valid_0's poisson: -96.0123 valid_0's l2: 1566.56
[28] valid_0's poisson: -96.2084 valid_0's l2: 1548.91
[29] valid_0's poisson: -96.4259 valid_0's l2: 1529.83
[30] valid_0's poisson: -96.6099 valid_0's l2: 1513.16
[31] valid_0's poisson: -96.7897 valid_0's l2: 1496.98
[32] valid_0's poisson: -96.9648 valid_0's l2: 1481.22
[33] valid_0's poisson: -97.1369 valid_0's l2: 1465.73
[34] valid_0's poisson: -97.3296 valid_0's l2: 1448.84
[35] valid_0's poisson: -97.4875 valid_0's l2: 1434.63
[36] valid_0's poisson: -97.6707 valid_0's l2: 1418.57
[37] valid_0's poisson: -97.8228 valid_0's l2: 1404.55
[38] valid_0's poisson: -98.0053 valid_0's l2: 1388.32
[39] valid_0's poisson: -98.1508 valid_0's l2: 1374.93
[40] valid_0's poisson: -98.292 valid_0's l2: 1361.95
[41] valid_0's poisson: -98.4307 valid_0's l2: 1349.21
[42] valid_0's poisson: -98.5988 valid_0's l2: 1334.21
[43] valid_0's poisson: -98.7306 valid_0's l2: 1322.08
[44] valid_0's poisson: -98.8602 valid_0's l2: 1310
[45] valid_0's poisson: -98.9853 valid_0's l2: 1298.55
[46] valid_0's poisson: -99.1415 valid_0's l2: 1284.59
[47] valid_0's poisson: -99.2637 valid_0's l2: 1273.55
[48] valid_0's poisson: -99.3824 valid_0's l2: 1262.75
[49] valid_0's poisson: -99.5299 valid_0's l2: 1249.56
[50] valid_0's poisson: -99.6432 valid_0's l2: 1239.06
[51] valid_0's poisson: -99.7648 valid_0's l2: 1228.65
[52] valid_0's poisson: -99.9042 valid_0's l2: 1216.18
[53] valid_0's poisson: -100.012 valid_0's l2: 1206.49
[54] valid_0's poisson: -100.117 valid_0's l2: 1197.17
[55] valid_0's poisson: -100.228 valid_0's l2: 1187.6
[56] valid_0's poisson: -100.363 valid_0's l2: 1175.32
[57] valid_0's poisson: -100.485 valid_0's l2: 1164.19
[58] valid_0's poisson: -100.603 valid_0's l2: 1153.38
[59] valid_0's poisson: -100.73 valid_0's l2: 1141.81
[60] valid_0's poisson: -100.843 valid_0's l2: 1131.48
[61] valid_0's poisson: -100.946 valid_0's l2: 1122.76
[62] valid_0's poisson: -101.049 valid_0's l2: 1113.48
[63] valid_0's poisson: -101.169 valid_0's l2: 1102.65
[64] valid_0's poisson: -101.272 valid_0's l2: 1093.2
[65] valid_0's poisson: -101.372 valid_0's l2: 1084.02
[66] valid_0's poisson: -101.485 valid_0's l2: 1073.81
[67] valid_0's poisson: -101.576 valid_0's l2: 1065.51
[68] valid_0's poisson: -101.667 valid_0's l2: 1057.87
[69] valid_0's poisson: -101.759 valid_0's l2: 1049.46
[70] valid_0's poisson: -101.865 valid_0's l2: 1039.92
[71] valid_0's poisson: -101.948 valid_0's l2: 1032.3
[72] valid_0's poisson: -102.049 valid_0's l2: 1023.16
[73] valid_0's poisson: -102.134 valid_0's l2: 1015.46
[74] valid_0's poisson: -102.217 valid_0's l2: 1007.96
[75] valid_0's poisson: -102.293 valid_0's l2: 1001.05
[76] valid_0's poisson: -102.387 valid_0's l2: 992.506
[77] valid_0's poisson: -102.48 valid_0's l2: 985.137
[78] valid_0's poisson: -102.557 valid_0's l2: 978.258
[79] valid_0's poisson: -102.633 valid_0's l2: 971.905
[80] valid_0's poisson: -102.721 valid_0's l2: 963.933
[81] valid_0's poisson: -102.81 valid_0's l2: 956.815
[82] valid_0's poisson: -102.878 valid_0's l2: 950.372
[83] valid_0's poisson: -102.962 valid_0's l2: 942.84
[84] valid_0's poisson: -103.045 valid_0's l2: 936.144
[85] valid_0's poisson: -103.11 valid_0's l2: 930.033
[86] valid_0's poisson: -103.191 valid_0's l2: 923.612
[87] valid_0's poisson: -103.255 valid_0's l2: 918.167
[88] valid_0's poisson: -103.326 valid_0's l2: 912.02
[89] valid_0's poisson: -103.386 valid_0's l2: 906.361
[90] valid_0's poisson: -103.444 valid_0's l2: 901.153
[91] valid_0's poisson: -103.521 valid_0's l2: 894.049
[92] valid_0's poisson: -103.582 valid_0's l2: 888.805
[93] valid_0's poisson: -103.653 valid_0's l2: 883.181
[94] valid_0's poisson: -103.725 valid_0's l2: 876.479
[95] valid_0's poisson: -103.778 valid_0's l2: 871.481
[96] valid_0's poisson: -103.846 valid_0's l2: 866.192
[97] valid_0's poisson: -103.898 valid_0's l2: 861.426
[98] valid_0's poisson: -103.966 valid_0's l2: 855.161
[99] valid_0's poisson: -104.016 valid_0's l2: 850.779
[100] valid_0's poisson: -104.077 valid_0's l2: 845.5
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6981 valid_0's l2: 2261.98
[2] valid_0's poisson: -88.2063 valid_0's l2: 2224.13
[3] valid_0's poisson: -88.6981 valid_0's l2: 2186.8
[4] valid_0's poisson: -89.167 valid_0's l2: 2150.61
[5] valid_0's poisson: -89.6075 valid_0's l2: 2116.14
[6] valid_0's poisson: -90.0365 valid_0's l2: 2082.05
[7] valid_0's poisson: -90.4398 valid_0's l2: 2049.66
[8] valid_0's poisson: -90.8257 valid_0's l2: 2018.21
[9] valid_0's poisson: -91.1955 valid_0's l2: 1987.71
[10] valid_0's poisson: -91.5498 valid_0's l2: 1958.13
[11] valid_0's poisson: -91.8902 valid_0's l2: 1929.44
[12] valid_0's poisson: -92.2334 valid_0's l2: 1900.47
[13] valid_0's poisson: -92.5471 valid_0's l2: 1873.29
[14] valid_0's poisson: -92.8517 valid_0's l2: 1846.94
[15] valid_0's poisson: -93.1437 valid_0's l2: 1821.31
[16] valid_0's poisson: -93.4273 valid_0's l2: 1796.44
[17] valid_0's poisson: -93.6994 valid_0's l2: 1772.25
[18] valid_0's poisson: -93.9656 valid_0's l2: 1748.51
[19] valid_0's poisson: -94.2187 valid_0's l2: 1725.85
[20] valid_0's poisson: -94.4878 valid_0's l2: 1702.32
[21] valid_0's poisson: -94.7302 valid_0's l2: 1680.47
[22] valid_0's poisson: -94.9641 valid_0's l2: 1659.26
[23] valid_0's poisson: -95.1915 valid_0's l2: 1638.85
[24] valid_0's poisson: -95.4126 valid_0's l2: 1618.88
[25] valid_0's poisson: -95.6299 valid_0's l2: 1599.54
[26] valid_0's poisson: -95.838 valid_0's l2: 1580.77
[27] valid_0's poisson: -96.0408 valid_0's l2: 1562.44
[28] valid_0's poisson: -96.2579 valid_0's l2: 1543.22
[29] valid_0's poisson: -96.4485 valid_0's l2: 1525.88
[30] valid_0's poisson: -96.6364 valid_0's l2: 1508.99
[31] valid_0's poisson: -96.8166 valid_0's l2: 1492.7
[32] valid_0's poisson: -96.9923 valid_0's l2: 1476.74
[33] valid_0's poisson: -97.1709 valid_0's l2: 1460.59
[34] valid_0's poisson: -97.3453 valid_0's l2: 1444.99
[35] valid_0's poisson: -97.5044 valid_0's l2: 1430.55
[36] valid_0's poisson: -97.6831 valid_0's l2: 1414.79
[37] valid_0's poisson: -97.8443 valid_0's l2: 1400.37
[38] valid_0's poisson: -97.993 valid_0's l2: 1386.72
[39] valid_0's poisson: -98.1706 valid_0's l2: 1370.77
[40] valid_0's poisson: -98.3124 valid_0's l2: 1357.25
[41] valid_0's poisson: -98.4508 valid_0's l2: 1344.17
[42] valid_0's poisson: -98.6181 valid_0's l2: 1329.1
[43] valid_0's poisson: -98.7503 valid_0's l2: 1316.95
[44] valid_0's poisson: -98.8772 valid_0's l2: 1305.25
[45] valid_0's poisson: -99.0058 valid_0's l2: 1293.46
[46] valid_0's poisson: -99.1602 valid_0's l2: 1279.52
[47] valid_0's poisson: -99.2822 valid_0's l2: 1268.45
[48] valid_0's poisson: -99.402 valid_0's l2: 1257.51
[49] valid_0's poisson: -99.548 valid_0's l2: 1244.33
[50] valid_0's poisson: -99.6647 valid_0's l2: 1233.71
[51] valid_0's poisson: -99.7781 valid_0's l2: 1223.41
[52] valid_0's poisson: -99.8878 valid_0's l2: 1213.57
[53] valid_0's poisson: -100.024 valid_0's l2: 1201.3
[54] valid_0's poisson: -100.141 valid_0's l2: 1191.46
[55] valid_0's poisson: -100.257 valid_0's l2: 1181.39
[56] valid_0's poisson: -100.392 valid_0's l2: 1169.09
[57] valid_0's poisson: -100.487 valid_0's l2: 1160.17
[58] valid_0's poisson: -100.615 valid_0's l2: 1148.43
[59] valid_0's poisson: -100.732 valid_0's l2: 1137.58
[60] valid_0's poisson: -100.846 valid_0's l2: 1127.06
[61] valid_0's poisson: -100.949 valid_0's l2: 1118.09
[62] valid_0's poisson: -101.069 valid_0's l2: 1107.13
[63] valid_0's poisson: -101.178 valid_0's l2: 1097.3
[64] valid_0's poisson: -101.282 valid_0's l2: 1087.69
[65] valid_0's poisson: -101.385 valid_0's l2: 1078.42
[66] valid_0's poisson: -101.478 valid_0's l2: 1070.35
[67] valid_0's poisson: -101.588 valid_0's l2: 1060.29
[68] valid_0's poisson: -101.684 valid_0's l2: 1051.59
[69] valid_0's poisson: -101.777 valid_0's l2: 1043.06
[70] valid_0's poisson: -101.853 valid_0's l2: 1036.03
[71] valid_0's poisson: -101.956 valid_0's l2: 1026.65
[72] valid_0's poisson: -102.045 valid_0's l2: 1018.71
[73] valid_0's poisson: -102.126 valid_0's l2: 1010.9
[74] valid_0's poisson: -102.224 valid_0's l2: 1002.04
[75] valid_0's poisson: -102.304 valid_0's l2: 994.369
[76] valid_0's poisson: -102.398 valid_0's l2: 985.898
[77] valid_0's poisson: -102.477 valid_0's l2: 978.56
[78] valid_0's poisson: -102.555 valid_0's l2: 971.691
[79] valid_0's poisson: -102.629 valid_0's l2: 964.729
[80] valid_0's poisson: -102.72 valid_0's l2: 956.342
[81] valid_0's poisson: -102.792 valid_0's l2: 949.951
[82] valid_0's poisson: -102.863 valid_0's l2: 943.466
[83] valid_0's poisson: -102.95 valid_0's l2: 935.534
[84] valid_0's poisson: -103.016 valid_0's l2: 929.343
[85] valid_0's poisson: -103.082 valid_0's l2: 923.539
[86] valid_0's poisson: -103.165 valid_0's l2: 916.034
[87] valid_0's poisson: -103.231 valid_0's l2: 910.371
[88] valid_0's poisson: -103.294 valid_0's l2: 904.992
[89] valid_0's poisson: -103.359 valid_0's l2: 899.518
[90] valid_0's poisson: -103.419 valid_0's l2: 894.071
[91] valid_0's poisson: -103.494 valid_0's l2: 887.147
[92] valid_0's poisson: -103.551 valid_0's l2: 881.95
[93] valid_0's poisson: -103.623 valid_0's l2: 875.305
[94] valid_0's poisson: -103.681 valid_0's l2: 870.548
[95] valid_0's poisson: -103.735 valid_0's l2: 865.716
[96] valid_0's poisson: -103.804 valid_0's l2: 859.43
[97] valid_0's poisson: -103.858 valid_0's l2: 854.793
[98] valid_0's poisson: -103.912 valid_0's l2: 850.456
[99] valid_0's poisson: -103.977 valid_0's l2: 844.492
[100] valid_0's poisson: -104.027 valid_0's l2: 840.134
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5786 valid_0's l2: 2198.72
[2] valid_0's poisson: -89.8102 valid_0's l2: 2108.76
[3] valid_0's poisson: -90.9725 valid_0's l2: 2018.21
[4] valid_0's poisson: -91.967 valid_0's l2: 1941.81
[5] valid_0's poisson: -92.8625 valid_0's l2: 1867.19
[6] valid_0's poisson: -93.5805 valid_0's l2: 1803.45
[7] valid_0's poisson: -94.3995 valid_0's l2: 1741.49
[8] valid_0's poisson: -95.0998 valid_0's l2: 1685.29
[9] valid_0's poisson: -95.6492 valid_0's l2: 1634.48
[10] valid_0's poisson: -96.2349 valid_0's l2: 1587.12
[11] valid_0's poisson: -96.7092 valid_0's l2: 1542.34
[12] valid_0's poisson: -97.2858 valid_0's l2: 1499.67
[13] valid_0's poisson: -97.6692 valid_0's l2: 1462.02
[14] valid_0's poisson: -98.183 valid_0's l2: 1423.29
[15] valid_0's poisson: -98.6089 valid_0's l2: 1388.29
[16] valid_0's poisson: -99.0032 valid_0's l2: 1357.09
[17] valid_0's poisson: -99.3689 valid_0's l2: 1327.36
[18] valid_0's poisson: -99.6355 valid_0's l2: 1301.48
[19] valid_0's poisson: -100.016 valid_0's l2: 1273.37
[20] valid_0's poisson: -100.26 valid_0's l2: 1250.48
[21] valid_0's poisson: -100.548 valid_0's l2: 1224.56
[22] valid_0's poisson: -100.836 valid_0's l2: 1199.92
[23] valid_0's poisson: -101.084 valid_0's l2: 1177.58
[24] valid_0's poisson: -101.332 valid_0's l2: 1156.4
[25] valid_0's poisson: -101.593 valid_0's l2: 1136.93
[26] valid_0's poisson: -101.795 valid_0's l2: 1118.14
[27] valid_0's poisson: -101.985 valid_0's l2: 1100.64
[28] valid_0's poisson: -102.186 valid_0's l2: 1084.22
[29] valid_0's poisson: -102.354 valid_0's l2: 1068.98
[30] valid_0's poisson: -102.505 valid_0's l2: 1054.06
[31] valid_0's poisson: -102.747 valid_0's l2: 1035.82
[32] valid_0's poisson: -102.861 valid_0's l2: 1022.94
[33] valid_0's poisson: -103.075 valid_0's l2: 1007.24
[34] valid_0's poisson: -103.213 valid_0's l2: 994.766
[35] valid_0's poisson: -103.337 valid_0's l2: 982.4
[36] valid_0's poisson: -103.478 valid_0's l2: 971.545
[37] valid_0's poisson: -103.632 valid_0's l2: 958.345
[38] valid_0's poisson: -103.71 valid_0's l2: 948.289
[39] valid_0's poisson: -103.87 valid_0's l2: 938.05
[40] valid_0's poisson: -103.955 valid_0's l2: 929.439
[41] valid_0's poisson: -104.067 valid_0's l2: 920.095
[42] valid_0's poisson: -104.185 valid_0's l2: 910.53
[43] valid_0's poisson: -104.269 valid_0's l2: 901.633
[44] valid_0's poisson: -104.395 valid_0's l2: 893.633
[45] valid_0's poisson: -104.503 valid_0's l2: 884.314
[46] valid_0's poisson: -104.589 valid_0's l2: 875.906
[47] valid_0's poisson: -104.674 valid_0's l2: 868.628
[48] valid_0's poisson: -104.738 valid_0's l2: 861.753
[49] valid_0's poisson: -104.785 valid_0's l2: 854.348
[50] valid_0's poisson: -104.831 valid_0's l2: 848.668
[51] valid_0's poisson: -104.894 valid_0's l2: 841.924
[52] valid_0's poisson: -104.814 valid_0's l2: 834.696
[53] valid_0's poisson: -104.85 valid_0's l2: 829.597
[54] valid_0's poisson: -104.769 valid_0's l2: 823.628
[55] valid_0's poisson: -104.79 valid_0's l2: 818.554
[56] valid_0's poisson: -104.793 valid_0's l2: 812.834
[57] valid_0's poisson: -104.596 valid_0's l2: 808.769
[58] valid_0's poisson: -104.559 valid_0's l2: 803.317
[59] valid_0's poisson: -104.465 valid_0's l2: 798.811
[60] valid_0's poisson: -104.469 valid_0's l2: 794.441
[61] valid_0's poisson: -104.428 valid_0's l2: 790.553
[62] valid_0's poisson: -104.448 valid_0's l2: 785.807
[63] valid_0's poisson: -104.103 valid_0's l2: 781.668
[64] valid_0's poisson: -104.068 valid_0's l2: 776.801
[65] valid_0's poisson: -103.858 valid_0's l2: 772.329
[66] valid_0's poisson: -103.875 valid_0's l2: 769.107
[67] valid_0's poisson: -103.911 valid_0's l2: 766.349
[68] valid_0's poisson: -103.848 valid_0's l2: 763.962
[69] valid_0's poisson: -103.783 valid_0's l2: 760.06
[70] valid_0's poisson: -103.596 valid_0's l2: 756.035
[71] valid_0's poisson: -103.6 valid_0's l2: 752.191
[72] valid_0's poisson: -103.537 valid_0's l2: 749.356
[73] valid_0's poisson: -103.459 valid_0's l2: 747.085
[74] valid_0's poisson: -103.343 valid_0's l2: 744.076
[75] valid_0's poisson: -103.281 valid_0's l2: 741.74
[76] valid_0's poisson: -103.267 valid_0's l2: 738.385
[77] valid_0's poisson: -103.241 valid_0's l2: 735.731
[78] valid_0's poisson: -103.121 valid_0's l2: 733.799
[79] valid_0's poisson: -103.126 valid_0's l2: 731.053
[80] valid_0's poisson: -103.14 valid_0's l2: 727.953
[81] valid_0's poisson: -103.09 valid_0's l2: 725.172
[82] valid_0's poisson: -103.067 valid_0's l2: 723.347
[83] valid_0's poisson: -103.008 valid_0's l2: 721.299
[84] valid_0's poisson: -102.996 valid_0's l2: 718.836
[85] valid_0's poisson: -102.988 valid_0's l2: 716.307
[86] valid_0's poisson: -102.899 valid_0's l2: 714.909
[87] valid_0's poisson: -102.903 valid_0's l2: 712.409
[88] valid_0's poisson: -102.903 valid_0's l2: 710.963
[89] valid_0's poisson: -102.903 valid_0's l2: 708.095
[90] valid_0's poisson: -102.803 valid_0's l2: 707.062
[91] valid_0's poisson: -102.791 valid_0's l2: 705.401
[92] valid_0's poisson: -102.765 valid_0's l2: 704.278
[93] valid_0's poisson: -102.795 valid_0's l2: 702.985
[94] valid_0's poisson: -102.772 valid_0's l2: 701.307
[95] valid_0's poisson: -102.745 valid_0's l2: 699.282
[96] valid_0's poisson: -102.617 valid_0's l2: 698.305
[97] valid_0's poisson: -102.565 valid_0's l2: 696.241
[98] valid_0's poisson: -102.513 valid_0's l2: 695.148
[99] valid_0's poisson: -102.469 valid_0's l2: 693.147
[100] valid_0's poisson: -102.344 valid_0's l2: 691.977
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5925 valid_0's l2: 2194.79
[2] valid_0's poisson: -89.9119 valid_0's l2: 2096.85
[3] valid_0's poisson: -90.9895 valid_0's l2: 2010.51
[4] valid_0's poisson: -92.0556 valid_0's l2: 1929.6
[5] valid_0's poisson: -92.9612 valid_0's l2: 1858.5
[6] valid_0's poisson: -93.6908 valid_0's l2: 1792.86
[7] valid_0's poisson: -94.505 valid_0's l2: 1730.96
[8] valid_0's poisson: -95.0879 valid_0's l2: 1676.65
[9] valid_0's poisson: -95.7511 valid_0's l2: 1622.76
[10] valid_0's poisson: -96.3255 valid_0's l2: 1575.12
[11] valid_0's poisson: -96.8893 valid_0's l2: 1529.39
[12] valid_0's poisson: -97.3135 valid_0's l2: 1489.25
[13] valid_0's poisson: -97.7872 valid_0's l2: 1451.76
[14] valid_0's poisson: -98.2298 valid_0's l2: 1415.12
[15] valid_0's poisson: -98.5597 valid_0's l2: 1383.79
[16] valid_0's poisson: -99.0275 valid_0's l2: 1348.52
[17] valid_0's poisson: -99.3137 valid_0's l2: 1320.06
[18] valid_0's poisson: -99.702 valid_0's l2: 1292.36
[19] valid_0's poisson: -100.039 valid_0's l2: 1263.68
[20] valid_0's poisson: -100.362 valid_0's l2: 1237.82
[21] valid_0's poisson: -100.636 valid_0's l2: 1212.84
[22] valid_0's poisson: -100.886 valid_0's l2: 1190
[23] valid_0's poisson: -101.129 valid_0's l2: 1168.99
[24] valid_0's poisson: -101.422 valid_0's l2: 1146.85
[25] valid_0's poisson: -101.663 valid_0's l2: 1126.3
[26] valid_0's poisson: -101.862 valid_0's l2: 1108
[27] valid_0's poisson: -102.049 valid_0's l2: 1090.76
[28] valid_0's poisson: -102.17 valid_0's l2: 1075.82
[29] valid_0's poisson: -102.403 valid_0's l2: 1057.43
[30] valid_0's poisson: -102.562 valid_0's l2: 1042.77
[31] valid_0's poisson: -102.737 valid_0's l2: 1029.46
[32] valid_0's poisson: -102.968 valid_0's l2: 1012.47
[33] valid_0's poisson: -103.119 valid_0's l2: 999.019
[34] valid_0's poisson: -103.222 valid_0's l2: 987.073
[35] valid_0's poisson: -103.339 valid_0's l2: 975.224
[36] valid_0's poisson: -103.53 valid_0's l2: 961.289
[37] valid_0's poisson: -103.624 valid_0's l2: 952.048
[38] valid_0's poisson: -103.796 valid_0's l2: 940.892
[39] valid_0's poisson: -103.927 valid_0's l2: 930.176
[40] valid_0's poisson: -104.015 valid_0's l2: 920.786
[41] valid_0's poisson: -104.133 valid_0's l2: 910.866
[42] valid_0's poisson: -104.242 valid_0's l2: 901.8
[43] valid_0's poisson: -104.337 valid_0's l2: 892.362
[44] valid_0's poisson: -104.44 valid_0's l2: 883.104
[45] valid_0's poisson: -104.505 valid_0's l2: 875.135
[46] valid_0's poisson: -104.562 valid_0's l2: 867.011
[47] valid_0's poisson: -104.62 valid_0's l2: 860.164
[48] valid_0's poisson: -104.656 valid_0's l2: 853.901
[49] valid_0's poisson: -104.727 valid_0's l2: 847.366
[50] valid_0's poisson: -104.778 valid_0's l2: 840.047
[51] valid_0's poisson: -104.84 valid_0's l2: 832.411
[52] valid_0's poisson: -104.853 valid_0's l2: 826.815
[53] valid_0's poisson: -104.834 valid_0's l2: 819.996
[54] valid_0's poisson: -104.876 valid_0's l2: 813.711
[55] valid_0's poisson: -104.68 valid_0's l2: 809.187
[56] valid_0's poisson: -104.571 valid_0's l2: 804.118
[57] valid_0's poisson: -104.555 valid_0's l2: 799.815
[58] valid_0's poisson: -104.545 valid_0's l2: 794.712
[59] valid_0's poisson: -104.609 valid_0's l2: 789.424
[60] valid_0's poisson: -104.624 valid_0's l2: 783.846
[61] valid_0's poisson: -104.518 valid_0's l2: 780.018
[62] valid_0's poisson: -104.39 valid_0's l2: 774.793
[63] valid_0's poisson: -104.291 valid_0's l2: 770.84
[64] valid_0's poisson: -104.081 valid_0's l2: 767.126
[65] valid_0's poisson: -104.083 valid_0's l2: 762.662
[66] valid_0's poisson: -104.105 valid_0's l2: 758.278
[67] valid_0's poisson: -103.886 valid_0's l2: 755.526
[68] valid_0's poisson: -103.827 valid_0's l2: 752.518
[69] valid_0's poisson: -103.826 valid_0's l2: 749.027
[70] valid_0's poisson: -103.777 valid_0's l2: 745.454
[71] valid_0's poisson: -103.718 valid_0's l2: 743.007
[72] valid_0's poisson: -103.561 valid_0's l2: 740.299
[73] valid_0's poisson: -103.443 valid_0's l2: 736.717
[74] valid_0's poisson: -103.461 valid_0's l2: 733.744
[75] valid_0's poisson: -103.29 valid_0's l2: 730.853
[76] valid_0's poisson: -103.402 valid_0's l2: 728.766
[77] valid_0's poisson: -103.301 valid_0's l2: 726.443
[78] valid_0's poisson: -103.122 valid_0's l2: 723.521
[79] valid_0's poisson: -103.146 valid_0's l2: 720.613
[80] valid_0's poisson: -103.142 valid_0's l2: 718.213
[81] valid_0's poisson: -103.115 valid_0's l2: 715.632
[82] valid_0's poisson: -103.036 valid_0's l2: 713.844
[83] valid_0's poisson: -103.032 valid_0's l2: 712.729
[84] valid_0's poisson: -102.858 valid_0's l2: 710.02
[85] valid_0's poisson: -102.839 valid_0's l2: 707.652
[86] valid_0's poisson: -102.764 valid_0's l2: 706.506
[87] valid_0's poisson: -102.717 valid_0's l2: 705.035
[88] valid_0's poisson: -102.694 valid_0's l2: 702.905
[89] valid_0's poisson: -102.681 valid_0's l2: 701.98
[90] valid_0's poisson: -102.372 valid_0's l2: 700.339
[91] valid_0's poisson: -102.36 valid_0's l2: 698.112
[92] valid_0's poisson: -102.325 valid_0's l2: 695.712
[93] valid_0's poisson: -102.313 valid_0's l2: 694.809
[94] valid_0's poisson: -102.119 valid_0's l2: 693.069
[95] valid_0's poisson: -102.114 valid_0's l2: 692.286
[96] valid_0's poisson: -102.143 valid_0's l2: 691.015
[97] valid_0's poisson: -102.054 valid_0's l2: 689.546
[98] valid_0's poisson: -102.099 valid_0's l2: 688.74
[99] valid_0's poisson: -102.007 valid_0's l2: 686.861
[100] valid_0's poisson: -101.946 valid_0's l2: 684.851
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5971 valid_0's l2: 2196.95
[2] valid_0's poisson: -89.805 valid_0's l2: 2107.25
[3] valid_0's poisson: -90.9735 valid_0's l2: 2014.65
[4] valid_0's poisson: -91.9273 valid_0's l2: 1936.12
[5] valid_0's poisson: -92.9145 valid_0's l2: 1861.06
[6] valid_0's poisson: -93.7032 valid_0's l2: 1793.38
[7] valid_0's poisson: -94.4388 valid_0's l2: 1734.31
[8] valid_0's poisson: -95.1447 valid_0's l2: 1675.48
[9] valid_0's poisson: -95.7037 valid_0's l2: 1622.47
[10] valid_0's poisson: -96.2901 valid_0's l2: 1574.8
[11] valid_0's poisson: -96.8382 valid_0's l2: 1528.86
[12] valid_0's poisson: -97.2576 valid_0's l2: 1488.72
[13] valid_0's poisson: -97.7322 valid_0's l2: 1451.06
[14] valid_0's poisson: -98.0957 valid_0's l2: 1415.87
[15] valid_0's poisson: -98.5902 valid_0's l2: 1378.41
[16] valid_0's poisson: -99.0501 valid_0's l2: 1345.01
[17] valid_0's poisson: -99.334 valid_0's l2: 1317.15
[18] valid_0's poisson: -99.7411 valid_0's l2: 1286.85
[19] valid_0's poisson: -100.065 valid_0's l2: 1261.16
[20] valid_0's poisson: -100.386 valid_0's l2: 1233.99
[21] valid_0's poisson: -100.683 valid_0's l2: 1208.51
[22] valid_0's poisson: -100.917 valid_0's l2: 1186.14
[23] valid_0's poisson: -101.171 valid_0's l2: 1164.07
[24] valid_0's poisson: -101.412 valid_0's l2: 1143.62
[25] valid_0's poisson: -101.611 valid_0's l2: 1124
[26] valid_0's poisson: -101.794 valid_0's l2: 1106.5
[27] valid_0's poisson: -102.04 valid_0's l2: 1087.83
[28] valid_0's poisson: -102.232 valid_0's l2: 1071.64
[29] valid_0's poisson: -102.391 valid_0's l2: 1055.88
[30] valid_0's poisson: -102.569 valid_0's l2: 1039.48
[31] valid_0's poisson: -102.77 valid_0's l2: 1024.25
[32] valid_0's poisson: -102.878 valid_0's l2: 1011.77
[33] valid_0's poisson: -103.091 valid_0's l2: 996.252
[34] valid_0's poisson: -103.284 valid_0's l2: 983.14
[35] valid_0's poisson: -103.418 valid_0's l2: 971.295
[36] valid_0's poisson: -103.568 valid_0's l2: 959.148
[37] valid_0's poisson: -103.652 valid_0's l2: 948.456
[38] valid_0's poisson: -103.725 valid_0's l2: 938.774
[39] valid_0's poisson: -103.838 valid_0's l2: 928.586
[40] valid_0's poisson: -103.977 valid_0's l2: 918.838
[41] valid_0's poisson: -104.106 valid_0's l2: 907.663
[42] valid_0's poisson: -104.243 valid_0's l2: 898.494
[43] valid_0's poisson: -104.35 valid_0's l2: 889.539
[44] valid_0's poisson: -104.434 valid_0's l2: 880.857
[45] valid_0's poisson: -104.499 valid_0's l2: 873.136
[46] valid_0's poisson: -104.586 valid_0's l2: 865.234
[47] valid_0's poisson: -104.589 valid_0's l2: 857.426
[48] valid_0's poisson: -104.568 valid_0's l2: 850.079
[49] valid_0's poisson: -104.623 valid_0's l2: 843.715
[50] valid_0's poisson: -104.674 valid_0's l2: 837.255
[51] valid_0's poisson: -104.711 valid_0's l2: 830.626
[52] valid_0's poisson: -104.671 valid_0's l2: 823.349
[53] valid_0's poisson: -104.58 valid_0's l2: 817.323
[54] valid_0's poisson: -104.596 valid_0's l2: 811.885
[55] valid_0's poisson: -104.633 valid_0's l2: 805.822
[56] valid_0's poisson: -104.693 valid_0's l2: 801.065
[57] valid_0's poisson: -104.693 valid_0's l2: 796.374
[58] valid_0's poisson: -104.543 valid_0's l2: 792.336
[59] valid_0's poisson: -104.546 valid_0's l2: 787.877
[60] valid_0's poisson: -104.577 valid_0's l2: 783.261
[61] valid_0's poisson: -104.374 valid_0's l2: 778.803
[62] valid_0's poisson: -104.14 valid_0's l2: 773.965
[63] valid_0's poisson: -104.046 valid_0's l2: 769.129
[64] valid_0's poisson: -104.068 valid_0's l2: 764.421
[65] valid_0's poisson: -103.983 valid_0's l2: 760.388
[66] valid_0's poisson: -103.996 valid_0's l2: 757.664
[67] valid_0's poisson: -103.998 valid_0's l2: 754.022
[68] valid_0's poisson: -103.972 valid_0's l2: 750.393
[69] valid_0's poisson: -103.596 valid_0's l2: 746.642
[70] valid_0's poisson: -103.315 valid_0's l2: 743.037
[71] valid_0's poisson: -103.315 valid_0's l2: 739.914
[72] valid_0's poisson: -103.291 valid_0's l2: 737.603
[73] valid_0's poisson: -103.314 valid_0's l2: 734.441
[74] valid_0's poisson: -103.281 valid_0's l2: 732.009
[75] valid_0's poisson: -103.281 valid_0's l2: 729.393
[76] valid_0's poisson: -103.172 valid_0's l2: 726.559
[77] valid_0's poisson: -103.161 valid_0's l2: 724.929
[78] valid_0's poisson: -102.91 valid_0's l2: 722.979
[79] valid_0's poisson: -102.746 valid_0's l2: 720.883
[80] valid_0's poisson: -102.809 valid_0's l2: 718.57
[81] valid_0's poisson: -102.821 valid_0's l2: 717.133
[82] valid_0's poisson: -102.81 valid_0's l2: 714.388
[83] valid_0's poisson: -102.809 valid_0's l2: 711.546
[84] valid_0's poisson: -102.735 valid_0's l2: 709.811
[85] valid_0's poisson: -102.717 valid_0's l2: 708.586
[86] valid_0's poisson: -102.686 valid_0's l2: 706.169
[87] valid_0's poisson: -102.64 valid_0's l2: 703.309
[88] valid_0's poisson: -102.715 valid_0's l2: 702.058
[89] valid_0's poisson: -102.719 valid_0's l2: 700.494
[90] valid_0's poisson: -102.659 valid_0's l2: 698.229
[91] valid_0's poisson: -102.469 valid_0's l2: 697.215
[92] valid_0's poisson: -102.661 valid_0's l2: 695.367
[93] valid_0's poisson: -102.673 valid_0's l2: 693.665
[94] valid_0's poisson: -102.627 valid_0's l2: 692.728
[95] valid_0's poisson: -102.676 valid_0's l2: 690.658
[96] valid_0's poisson: -102.516 valid_0's l2: 689.453
[97] valid_0's poisson: -102.489 valid_0's l2: 687.484
[98] valid_0's poisson: -102.476 valid_0's l2: 685.846
[99] valid_0's poisson: -102.443 valid_0's l2: 684.813
[100] valid_0's poisson: -102.416 valid_0's l2: 682.708
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.6012 valid_0's l2: 2197.08
[2] valid_0's poisson: -89.8757 valid_0's l2: 2099.99
[3] valid_0's poisson: -91.009 valid_0's l2: 2013.58
[4] valid_0's poisson: -92.0105 valid_0's l2: 1936.7
[5] valid_0's poisson: -92.8188 valid_0's l2: 1866.47
[6] valid_0's poisson: -93.7135 valid_0's l2: 1798.66
[7] valid_0's poisson: -94.4289 valid_0's l2: 1736.53
[8] valid_0's poisson: -95.1344 valid_0's l2: 1679.98
[9] valid_0's poisson: -95.6769 valid_0's l2: 1629.61
[10] valid_0's poisson: -96.3326 valid_0's l2: 1580.36
[11] valid_0's poisson: -96.7891 valid_0's l2: 1536.86
[12] valid_0's poisson: -97.3223 valid_0's l2: 1493.76
[13] valid_0's poisson: -97.784 valid_0's l2: 1455.35
[14] valid_0's poisson: -98.2333 valid_0's l2: 1419.78
[15] valid_0's poisson: -98.6376 valid_0's l2: 1386.79
[16] valid_0's poisson: -98.9484 valid_0's l2: 1356.54
[17] valid_0's poisson: -99.3195 valid_0's l2: 1327.58
[18] valid_0's poisson: -99.6214 valid_0's l2: 1301.08
[19] valid_0's poisson: -99.9368 valid_0's l2: 1272.72
[20] valid_0's poisson: -100.318 valid_0's l2: 1244.32
[21] valid_0's poisson: -100.61 valid_0's l2: 1219.36
[22] valid_0's poisson: -100.848 valid_0's l2: 1195.92
[23] valid_0's poisson: -101.097 valid_0's l2: 1173.46
[24] valid_0's poisson: -101.407 valid_0's l2: 1150.93
[25] valid_0's poisson: -101.637 valid_0's l2: 1131.28
[26] valid_0's poisson: -101.837 valid_0's l2: 1112.57
[27] valid_0's poisson: -102.04 valid_0's l2: 1094.6
[28] valid_0's poisson: -102.223 valid_0's l2: 1078.76
[29] valid_0's poisson: -102.381 valid_0's l2: 1062.97
[30] valid_0's poisson: -102.544 valid_0's l2: 1047.54
[31] valid_0's poisson: -102.752 valid_0's l2: 1032.01
[32] valid_0's poisson: -102.862 valid_0's l2: 1020.39
[33] valid_0's poisson: -103.079 valid_0's l2: 1004.4
[34] valid_0's poisson: -103.219 valid_0's l2: 991.466
[35] valid_0's poisson: -103.409 valid_0's l2: 977.512
[36] valid_0's poisson: -103.518 valid_0's l2: 966.4
[37] valid_0's poisson: -103.665 valid_0's l2: 955.742
[38] valid_0's poisson: -103.801 valid_0's l2: 944.562
[39] valid_0's poisson: -103.886 valid_0's l2: 933.811
[40] valid_0's poisson: -104.038 valid_0's l2: 922.775
[41] valid_0's poisson: -104.108 valid_0's l2: 913.594
[42] valid_0's poisson: -104.24 valid_0's l2: 904.124
[43] valid_0's poisson: -104.393 valid_0's l2: 894.76
[44] valid_0's poisson: -104.479 valid_0's l2: 885.849
[45] valid_0's poisson: -104.553 valid_0's l2: 878.157
[46] valid_0's poisson: -104.601 valid_0's l2: 871.583
[47] valid_0's poisson: -104.659 valid_0's l2: 863.9
[48] valid_0's poisson: -104.736 valid_0's l2: 856.384
[49] valid_0's poisson: -104.813 valid_0's l2: 849.654
[50] valid_0's poisson: -104.746 valid_0's l2: 843.281
[51] valid_0's poisson: -104.757 valid_0's l2: 836.352
[52] valid_0's poisson: -104.819 valid_0's l2: 830.133
[53] valid_0's poisson: -104.805 valid_0's l2: 825.572
[54] valid_0's poisson: -104.659 valid_0's l2: 820.066
[55] valid_0's poisson: -104.667 valid_0's l2: 813.72
[56] valid_0's poisson: -104.622 valid_0's l2: 809.062
[57] valid_0's poisson: -104.632 valid_0's l2: 803.008
[58] valid_0's poisson: -104.512 valid_0's l2: 797.639
[59] valid_0's poisson: -104.502 valid_0's l2: 792.279
[60] valid_0's poisson: -104.434 valid_0's l2: 787.944
[61] valid_0's poisson: -104.212 valid_0's l2: 783.885
[62] valid_0's poisson: -104.216 valid_0's l2: 779.787
[63] valid_0's poisson: -104.017 valid_0's l2: 775.403
[64] valid_0's poisson: -104.005 valid_0's l2: 770.85
[65] valid_0's poisson: -104.007 valid_0's l2: 767.816
[66] valid_0's poisson: -103.842 valid_0's l2: 764.455
[67] valid_0's poisson: -103.827 valid_0's l2: 760.345
[68] valid_0's poisson: -103.745 valid_0's l2: 756.653
[69] valid_0's poisson: -103.743 valid_0's l2: 753.948
[70] valid_0's poisson: -103.643 valid_0's l2: 750.151
[71] valid_0's poisson: -103.653 valid_0's l2: 746.856
[72] valid_0's poisson: -103.643 valid_0's l2: 743.54
[73] valid_0's poisson: -103.574 valid_0's l2: 740.232
[74] valid_0's poisson: -103.55 valid_0's l2: 736.99
[75] valid_0's poisson: -103.463 valid_0's l2: 734.329
[76] valid_0's poisson: -103.373 valid_0's l2: 730.913
[77] valid_0's poisson: -103.074 valid_0's l2: 728.181
[78] valid_0's poisson: -103.146 valid_0's l2: 725.477
[79] valid_0's poisson: -103.098 valid_0's l2: 723.534
[80] valid_0's poisson: -103.077 valid_0's l2: 721.338
[81] valid_0's poisson: -102.644 valid_0's l2: 719.874
[82] valid_0's poisson: -102.537 valid_0's l2: 717.816
[83] valid_0's poisson: -102.533 valid_0's l2: 715.529
[84] valid_0's poisson: -102.542 valid_0's l2: 712.525
[85] valid_0's poisson: -102.384 valid_0's l2: 711.074
[86] valid_0's poisson: -102.476 valid_0's l2: 709.416
[87] valid_0's poisson: -102.455 valid_0's l2: 706.838
[88] valid_0's poisson: -102.428 valid_0's l2: 705.7
[89] valid_0's poisson: -102.412 valid_0's l2: 703.491
[90] valid_0's poisson: -102.407 valid_0's l2: 702.336
[91] valid_0's poisson: -102.31 valid_0's l2: 700.436
[92] valid_0's poisson: -102.413 valid_0's l2: 698.965
[93] valid_0's poisson: -102.322 valid_0's l2: 697.497
[94] valid_0's poisson: -102.224 valid_0's l2: 696.535
[95] valid_0's poisson: -102.229 valid_0's l2: 694.227
[96] valid_0's poisson: -102.327 valid_0's l2: 692.952
[97] valid_0's poisson: -102.388 valid_0's l2: 692.042
[98] valid_0's poisson: -102.377 valid_0's l2: 690.187
[99] valid_0's poisson: -102.252 valid_0's l2: 688.326
[100] valid_0's poisson: -102.051 valid_0's l2: 687.456
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5885 valid_0's l2: 2197.28
[2] valid_0's poisson: -89.8003 valid_0's l2: 2107.02
[3] valid_0's poisson: -90.9492 valid_0's l2: 2016.13
[4] valid_0's poisson: -91.9222 valid_0's l2: 1936.05
[5] valid_0's poisson: -92.8455 valid_0's l2: 1863.71
[6] valid_0's poisson: -93.7358 valid_0's l2: 1796
[7] valid_0's poisson: -94.3905 valid_0's l2: 1736.52
[8] valid_0's poisson: -95.102 valid_0's l2: 1679.14
[9] valid_0's poisson: -95.6535 valid_0's l2: 1627.2
[10] valid_0's poisson: -96.2465 valid_0's l2: 1579.02
[11] valid_0's poisson: -96.7948 valid_0's l2: 1533.89
[12] valid_0's poisson: -97.2999 valid_0's l2: 1493.15
[13] valid_0's poisson: -97.6987 valid_0's l2: 1455.32
[14] valid_0's poisson: -98.0602 valid_0's l2: 1420.72
[15] valid_0's poisson: -98.5537 valid_0's l2: 1384.89
[16] valid_0's poisson: -99.015 valid_0's l2: 1350.1
[17] valid_0's poisson: -99.3091 valid_0's l2: 1322.66
[18] valid_0's poisson: -99.7009 valid_0's l2: 1292.29
[19] valid_0's poisson: -100.033 valid_0's l2: 1265.58
[20] valid_0's poisson: -100.354 valid_0's l2: 1237.81
[21] valid_0's poisson: -100.646 valid_0's l2: 1213.76
[22] valid_0's poisson: -100.91 valid_0's l2: 1190.84
[23] valid_0's poisson: -101.145 valid_0's l2: 1169.51
[24] valid_0's poisson: -101.293 valid_0's l2: 1151.47
[25] valid_0's poisson: -101.594 valid_0's l2: 1129.27
[26] valid_0's poisson: -101.785 valid_0's l2: 1110.59
[27] valid_0's poisson: -102.064 valid_0's l2: 1089.65
[28] valid_0's poisson: -102.278 valid_0's l2: 1071.84
[29] valid_0's poisson: -102.457 valid_0's l2: 1056.27
[30] valid_0's poisson: -102.589 valid_0's l2: 1041.98
[31] valid_0's poisson: -102.803 valid_0's l2: 1026.83
[32] valid_0's poisson: -102.952 valid_0's l2: 1012.79
[33] valid_0's poisson: -103.097 valid_0's l2: 999.846
[34] valid_0's poisson: -103.259 valid_0's l2: 987.249
[35] valid_0's poisson: -103.353 valid_0's l2: 975.405
[36] valid_0's poisson: -103.519 valid_0's l2: 961.514
[37] valid_0's poisson: -103.647 valid_0's l2: 949.902
[38] valid_0's poisson: -103.726 valid_0's l2: 939.93
[39] valid_0's poisson: -103.871 valid_0's l2: 927.812
[40] valid_0's poisson: -103.983 valid_0's l2: 917.676
[41] valid_0's poisson: -104.108 valid_0's l2: 909.092
[42] valid_0's poisson: -104.224 valid_0's l2: 899.569
[43] valid_0's poisson: -104.324 valid_0's l2: 891.446
[44] valid_0's poisson: -104.414 valid_0's l2: 882.813
[45] valid_0's poisson: -104.507 valid_0's l2: 874.783
[46] valid_0's poisson: -104.549 valid_0's l2: 866.72
[47] valid_0's poisson: -104.566 valid_0's l2: 859.2
[48] valid_0's poisson: -104.589 valid_0's l2: 853.694
[49] valid_0's poisson: -104.615 valid_0's l2: 847.104
[50] valid_0's poisson: -104.622 valid_0's l2: 839.331
[51] valid_0's poisson: -104.522 valid_0's l2: 832.507
[52] valid_0's poisson: -104.565 valid_0's l2: 826.327
[53] valid_0's poisson: -104.611 valid_0's l2: 820.183
[54] valid_0's poisson: -104.542 valid_0's l2: 814.06
[55] valid_0's poisson: -104.58 valid_0's l2: 808.295
[56] valid_0's poisson: -104.596 valid_0's l2: 803.149
[57] valid_0's poisson: -104.533 valid_0's l2: 797.2
[58] valid_0's poisson: -104.543 valid_0's l2: 793.314
[59] valid_0's poisson: -104.434 valid_0's l2: 788.837
[60] valid_0's poisson: -104.38 valid_0's l2: 783.91
[61] valid_0's poisson: -104.393 valid_0's l2: 779.212
[62] valid_0's poisson: -104.406 valid_0's l2: 774.728
[63] valid_0's poisson: -104.143 valid_0's l2: 769.757
[64] valid_0's poisson: -103.894 valid_0's l2: 765.362
[65] valid_0's poisson: -103.877 valid_0's l2: 760.692
[66] valid_0's poisson: -103.829 valid_0's l2: 757.214
[67] valid_0's poisson: -103.804 valid_0's l2: 754.752
[68] valid_0's poisson: -103.716 valid_0's l2: 751.539
[69] valid_0's poisson: -103.619 valid_0's l2: 748.71
[70] valid_0's poisson: -103.284 valid_0's l2: 745.344
[71] valid_0's poisson: -103.121 valid_0's l2: 741.482
[72] valid_0's poisson: -102.847 valid_0's l2: 738.096
[73] valid_0's poisson: -102.915 valid_0's l2: 735.685
[74] valid_0's poisson: -102.745 valid_0's l2: 733.55
[75] valid_0's poisson: -102.757 valid_0's l2: 729.836
[76] valid_0's poisson: -102.609 valid_0's l2: 727.182
[77] valid_0's poisson: -102.684 valid_0's l2: 725.137
[78] valid_0's poisson: -102.526 valid_0's l2: 722.283
[79] valid_0's poisson: -102.494 valid_0's l2: 719.976
[80] valid_0's poisson: -102.458 valid_0's l2: 717.123
[81] valid_0's poisson: -102.481 valid_0's l2: 714.355
[82] valid_0's poisson: -102.537 valid_0's l2: 712.853
[83] valid_0's poisson: -102.525 valid_0's l2: 711.151
[84] valid_0's poisson: -102.529 valid_0's l2: 709.045
[85] valid_0's poisson: -102.513 valid_0's l2: 707.751
[86] valid_0's poisson: -102.526 valid_0's l2: 705.699
[87] valid_0's poisson: -102.517 valid_0's l2: 704.195
[88] valid_0's poisson: -102.492 valid_0's l2: 701.849
[89] valid_0's poisson: -102.481 valid_0's l2: 700.569
[90] valid_0's poisson: -102.525 valid_0's l2: 699.137
[91] valid_0's poisson: -102.504 valid_0's l2: 696.891
[92] valid_0's poisson: -102.474 valid_0's l2: 695.758
[93] valid_0's poisson: -102.476 valid_0's l2: 694.666
[94] valid_0's poisson: -102.384 valid_0's l2: 692.998
[95] valid_0's poisson: -102.451 valid_0's l2: 692.028
[96] valid_0's poisson: -102.388 valid_0's l2: 689.615
[97] valid_0's poisson: -102.339 valid_0's l2: 687.608
[98] valid_0's poisson: -102.346 valid_0's l2: 686.47
[99] valid_0's poisson: -102.268 valid_0's l2: 685.301
[100] valid_0's poisson: -102.332 valid_0's l2: 684.168
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.5955 valid_0's l2: 1502.97
[2] valid_0's poisson: -70.295 valid_0's l2: 1051.18
[3] valid_0's poisson: -71.9822 valid_0's l2: 975.266
[4] valid_0's poisson: -79.8428 valid_0's l2: 937.016
[5] valid_0's poisson: -78.0537 valid_0's l2: 915.968
[6] valid_0's poisson: -79.104 valid_0's l2: 884.691
[7] valid_0's poisson: -82.6391 valid_0's l2: 852.37
[8] valid_0's poisson: -81.0221 valid_0's l2: 831.644
[9] valid_0's poisson: -81.6503 valid_0's l2: 825.346
[10] valid_0's poisson: -80.9195 valid_0's l2: 808.115
[11] valid_0's poisson: -79.7837 valid_0's l2: 795.006
[12] valid_0's poisson: -81.1684 valid_0's l2: 787.841
[13] valid_0's poisson: -82.791 valid_0's l2: 777.314
[14] valid_0's poisson: -79.441 valid_0's l2: 773.823
[15] valid_0's poisson: -81.4483 valid_0's l2: 754.192
[16] valid_0's poisson: -80.0199 valid_0's l2: 659.946
[17] valid_0's poisson: -80.4357 valid_0's l2: 653.815
[18] valid_0's poisson: -80.8019 valid_0's l2: 647.409
[19] valid_0's poisson: -82.7632 valid_0's l2: 645.211
[20] valid_0's poisson: -82.4476 valid_0's l2: 640.434
[21] valid_0's poisson: -81.5322 valid_0's l2: 620.955
[22] valid_0's poisson: -83.1319 valid_0's l2: 619.419
[23] valid_0's poisson: -82.9532 valid_0's l2: 617.881
[24] valid_0's poisson: -84.0614 valid_0's l2: 616.456
[25] valid_0's poisson: -83.9783 valid_0's l2: 616.105
[26] valid_0's poisson: -83.8726 valid_0's l2: 613.604
[27] valid_0's poisson: -84.1496 valid_0's l2: 608.249
[28] valid_0's poisson: -81.5164 valid_0's l2: 603.092
[29] valid_0's poisson: -82.6796 valid_0's l2: 598.723
[30] valid_0's poisson: -82.8715 valid_0's l2: 592.901
[31] valid_0's poisson: -83.5641 valid_0's l2: 589.887
[32] valid_0's poisson: -83.8932 valid_0's l2: 587.43
[33] valid_0's poisson: -84.928 valid_0's l2: 579.768
[34] valid_0's poisson: -86.7156 valid_0's l2: 570.56
[35] valid_0's poisson: -85.7737 valid_0's l2: 567.376
[36] valid_0's poisson: -85.5028 valid_0's l2: 567.701
[37] valid_0's poisson: -87.7333 valid_0's l2: 564.426
[38] valid_0's poisson: -87.8113 valid_0's l2: 558.587
[39] valid_0's poisson: -87.7403 valid_0's l2: 557.725
[40] valid_0's poisson: -87.2611 valid_0's l2: 552.771
[41] valid_0's poisson: -88.115 valid_0's l2: 544.15
[42] valid_0's poisson: -88.4134 valid_0's l2: 541.894
[43] valid_0's poisson: -88.5323 valid_0's l2: 536.494
[44] valid_0's poisson: -88.7007 valid_0's l2: 528.967
[45] valid_0's poisson: -88.9131 valid_0's l2: 528.253
[46] valid_0's poisson: -88.6092 valid_0's l2: 530.897
[47] valid_0's poisson: -88.4248 valid_0's l2: 528.457
[48] valid_0's poisson: -88.7203 valid_0's l2: 524.274
[49] valid_0's poisson: -88.3922 valid_0's l2: 524.58
[50] valid_0's poisson: -88.5742 valid_0's l2: 522.473
[51] valid_0's poisson: -87.6171 valid_0's l2: 517.827
[52] valid_0's poisson: -87.8543 valid_0's l2: 518.067
[53] valid_0's poisson: -88.7259 valid_0's l2: 517.85
[54] valid_0's poisson: -89.4717 valid_0's l2: 514.782
[55] valid_0's poisson: -90.2941 valid_0's l2: 513.733
[56] valid_0's poisson: -90.367 valid_0's l2: 512.252
[57] valid_0's poisson: -90.6017 valid_0's l2: 511.138
[58] valid_0's poisson: -91.0274 valid_0's l2: 511.319
[59] valid_0's poisson: -90.8493 valid_0's l2: 510.012
[60] valid_0's poisson: -90.782 valid_0's l2: 507.701
[61] valid_0's poisson: -92.7113 valid_0's l2: 499.731
[62] valid_0's poisson: -93.0427 valid_0's l2: 496.676
[63] valid_0's poisson: -93.959 valid_0's l2: 495.073
[64] valid_0's poisson: -92.88 valid_0's l2: 493.101
[65] valid_0's poisson: -92.6827 valid_0's l2: 492.246
[66] valid_0's poisson: -92.976 valid_0's l2: 488.574
[67] valid_0's poisson: -92.8575 valid_0's l2: 489.343
[68] valid_0's poisson: -92.2974 valid_0's l2: 489.374
[69] valid_0's poisson: -92.1182 valid_0's l2: 487.885
[70] valid_0's poisson: -90.9742 valid_0's l2: 485.025
[71] valid_0's poisson: -90.9032 valid_0's l2: 485.45
[72] valid_0's poisson: -91.5777 valid_0's l2: 485.161
[73] valid_0's poisson: -91.5888 valid_0's l2: 485.081
[74] valid_0's poisson: -91.2633 valid_0's l2: 480.675
[75] valid_0's poisson: -91.2476 valid_0's l2: 480.611
[76] valid_0's poisson: -90.7935 valid_0's l2: 479.825
[77] valid_0's poisson: -90.7929 valid_0's l2: 479.793
[78] valid_0's poisson: -90.7266 valid_0's l2: 475.373
[79] valid_0's poisson: -90.4947 valid_0's l2: 474.857
[80] valid_0's poisson: -90.6301 valid_0's l2: 472.47
[81] valid_0's poisson: -90.5593 valid_0's l2: 472.409
[82] valid_0's poisson: -90.8762 valid_0's l2: 471.28
[83] valid_0's poisson: -90.2235 valid_0's l2: 470.66
[84] valid_0's poisson: -90.7153 valid_0's l2: 470.302
[85] valid_0's poisson: -90.4288 valid_0's l2: 468.997
[86] valid_0's poisson: -90.4199 valid_0's l2: 470.075
[87] valid_0's poisson: -90.9935 valid_0's l2: 468.258
[88] valid_0's poisson: -91.3005 valid_0's l2: 468.865
[89] valid_0's poisson: -91.2299 valid_0's l2: 468.461
[90] valid_0's poisson: -91.2727 valid_0's l2: 467.08
[91] valid_0's poisson: -91.2015 valid_0's l2: 466.707
[92] valid_0's poisson: -91.1904 valid_0's l2: 465.017
[93] valid_0's poisson: -91.2251 valid_0's l2: 465.096
[94] valid_0's poisson: -90.5197 valid_0's l2: 465.188
[95] valid_0's poisson: -91.2645 valid_0's l2: 464.255
[96] valid_0's poisson: -91.4513 valid_0's l2: 463.843
[97] valid_0's poisson: -91.3076 valid_0's l2: 462.816
[98] valid_0's poisson: -91.2284 valid_0's l2: 463.927
[99] valid_0's poisson: -90.669 valid_0's l2: 464.134
[100] valid_0's poisson: -91.1114 valid_0's l2: 464.257
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -98.6908 valid_0's l2: 1410.19
[2] valid_0's poisson: -55.3886 valid_0's l2: 1201.94
[3] valid_0's poisson: -55.1145 valid_0's l2: 1104.58
[4] valid_0's poisson: -67.9906 valid_0's l2: 959.32
[5] valid_0's poisson: -82.3199 valid_0's l2: 866.3
[6] valid_0's poisson: -74.5582 valid_0's l2: 817.949
[7] valid_0's poisson: -79.2057 valid_0's l2: 767.377
[8] valid_0's poisson: -80.1823 valid_0's l2: 745.517
[9] valid_0's poisson: -79.8106 valid_0's l2: 737.399
[10] valid_0's poisson: -83.1989 valid_0's l2: 729.651
[11] valid_0's poisson: -88.7016 valid_0's l2: 691.86
[12] valid_0's poisson: -91.2175 valid_0's l2: 678.079
[13] valid_0's poisson: -90.9448 valid_0's l2: 674.602
[14] valid_0's poisson: -84.3025 valid_0's l2: 652.961
[15] valid_0's poisson: -86.4435 valid_0's l2: 647.044
[16] valid_0's poisson: -85.1655 valid_0's l2: 642.14
[17] valid_0's poisson: -86.1604 valid_0's l2: 640.224
[18] valid_0's poisson: -83.9621 valid_0's l2: 625.724
[19] valid_0's poisson: -83.3773 valid_0's l2: 619.544
[20] valid_0's poisson: -84.1656 valid_0's l2: 617.895
[21] valid_0's poisson: -83.8816 valid_0's l2: 619.464
[22] valid_0's poisson: -83.7352 valid_0's l2: 616.746
[23] valid_0's poisson: -86.8418 valid_0's l2: 602.605
[24] valid_0's poisson: -89.3207 valid_0's l2: 591.704
[25] valid_0's poisson: -86.2932 valid_0's l2: 585.202
[26] valid_0's poisson: -87.2416 valid_0's l2: 579.717
[27] valid_0's poisson: -86.6269 valid_0's l2: 574.923
[28] valid_0's poisson: -88.074 valid_0's l2: 547.488
[29] valid_0's poisson: -87.2316 valid_0's l2: 547.634
[30] valid_0's poisson: -89.3529 valid_0's l2: 547.129
[31] valid_0's poisson: -89.5263 valid_0's l2: 546.791
[32] valid_0's poisson: -90.3427 valid_0's l2: 546.447
[33] valid_0's poisson: -90.5598 valid_0's l2: 544.308
[34] valid_0's poisson: -91.0307 valid_0's l2: 542.061
[35] valid_0's poisson: -92.9399 valid_0's l2: 540.231
[36] valid_0's poisson: -92.8056 valid_0's l2: 537.687
[37] valid_0's poisson: -92.2742 valid_0's l2: 536.566
[38] valid_0's poisson: -92.4588 valid_0's l2: 536.969
[39] valid_0's poisson: -92.2474 valid_0's l2: 537.205
[40] valid_0's poisson: -92.1859 valid_0's l2: 533.375
[41] valid_0's poisson: -91.369 valid_0's l2: 529.287
[42] valid_0's poisson: -90.1721 valid_0's l2: 526.086
[43] valid_0's poisson: -91.0304 valid_0's l2: 523.908
[44] valid_0's poisson: -90.8043 valid_0's l2: 522.765
[45] valid_0's poisson: -90.7606 valid_0's l2: 521.906
[46] valid_0's poisson: -90.1889 valid_0's l2: 518.777
[47] valid_0's poisson: -90.149 valid_0's l2: 517.342
[48] valid_0's poisson: -91.54 valid_0's l2: 510.627
[49] valid_0's poisson: -91.2207 valid_0's l2: 510.167
[50] valid_0's poisson: -91.3424 valid_0's l2: 509.748
[51] valid_0's poisson: -91.5108 valid_0's l2: 508.362
[52] valid_0's poisson: -92.3175 valid_0's l2: 501.015
[53] valid_0's poisson: -92.2961 valid_0's l2: 500.518
[54] valid_0's poisson: -92.1849 valid_0's l2: 498.213
[55] valid_0's poisson: -92.1628 valid_0's l2: 501.581
[56] valid_0's poisson: -91.474 valid_0's l2: 498.686
[57] valid_0's poisson: -91.7393 valid_0's l2: 498.786
[58] valid_0's poisson: -91.273 valid_0's l2: 498.665
[59] valid_0's poisson: -91.4904 valid_0's l2: 493.836
[60] valid_0's poisson: -91.3174 valid_0's l2: 493.415
[61] valid_0's poisson: -91.45 valid_0's l2: 490.973
[62] valid_0's poisson: -91.3626 valid_0's l2: 491.288
[63] valid_0's poisson: -90.9348 valid_0's l2: 490.02
[64] valid_0's poisson: -91.8314 valid_0's l2: 484.572
[65] valid_0's poisson: -91.9373 valid_0's l2: 479.868
[66] valid_0's poisson: -91.0713 valid_0's l2: 477.852
[67] valid_0's poisson: -91.5578 valid_0's l2: 474.802
[68] valid_0's poisson: -91.484 valid_0's l2: 472.941
[69] valid_0's poisson: -91.4987 valid_0's l2: 472.082
[70] valid_0's poisson: -91.5692 valid_0's l2: 471.977
[71] valid_0's poisson: -91.7368 valid_0's l2: 470.959
[72] valid_0's poisson: -91.9495 valid_0's l2: 470.999
[73] valid_0's poisson: -93.343 valid_0's l2: 469.652
[74] valid_0's poisson: -93.2643 valid_0's l2: 467.49
[75] valid_0's poisson: -93.1633 valid_0's l2: 465.642
[76] valid_0's poisson: -93.0758 valid_0's l2: 465.463
[77] valid_0's poisson: -92.7683 valid_0's l2: 467.239
[78] valid_0's poisson: -93.0107 valid_0's l2: 467.264
[79] valid_0's poisson: -92.9326 valid_0's l2: 465.353
[80] valid_0's poisson: -92.9603 valid_0's l2: 464.929
[81] valid_0's poisson: -92.9408 valid_0's l2: 464.147
[82] valid_0's poisson: -93.9061 valid_0's l2: 462.564
[83] valid_0's poisson: -92.964 valid_0's l2: 460.091
[84] valid_0's poisson: -92.9273 valid_0's l2: 459.489
[85] valid_0's poisson: -93.2139 valid_0's l2: 458.831
[86] valid_0's poisson: -93.567 valid_0's l2: 457.433
[87] valid_0's poisson: -93.4446 valid_0's l2: 455.835
[88] valid_0's poisson: -93.6348 valid_0's l2: 454.846
[89] valid_0's poisson: -93.7277 valid_0's l2: 455.135
[90] valid_0's poisson: -93.7659 valid_0's l2: 456.034
[91] valid_0's poisson: -93.5574 valid_0's l2: 455.691
[92] valid_0's poisson: -92.7079 valid_0's l2: 455.548
[93] valid_0's poisson: -93.1752 valid_0's l2: 455.072
[94] valid_0's poisson: -92.9981 valid_0's l2: 454.708
[95] valid_0's poisson: -93.2369 valid_0's l2: 453.108
[96] valid_0's poisson: -92.8271 valid_0's l2: 451.994
[97] valid_0's poisson: -93.2469 valid_0's l2: 450.97
[98] valid_0's poisson: -93.0144 valid_0's l2: 450.382
[99] valid_0's poisson: -94.2422 valid_0's l2: 448.618
[100] valid_0's poisson: -94.2544 valid_0's l2: 449.728
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.6755 valid_0's l2: 1488.81
[2] valid_0's poisson: -67.9592 valid_0's l2: 1047.95
[3] valid_0's poisson: -69.5555 valid_0's l2: 976.23
[4] valid_0's poisson: -66.5733 valid_0's l2: 943.749
[5] valid_0's poisson: -78.3308 valid_0's l2: 889.015
[6] valid_0's poisson: -75.7074 valid_0's l2: 834.829
[7] valid_0's poisson: -78.7147 valid_0's l2: 812.395
[8] valid_0's poisson: -92.7741 valid_0's l2: 770.847
[9] valid_0's poisson: -86.2927 valid_0's l2: 743.577
[10] valid_0's poisson: -88.0834 valid_0's l2: 739.177
[11] valid_0's poisson: -82.2269 valid_0's l2: 716.57
[12] valid_0's poisson: -83.8811 valid_0's l2: 708.032
[13] valid_0's poisson: -83.5407 valid_0's l2: 706.84
[14] valid_0's poisson: -85.8117 valid_0's l2: 669.063
[15] valid_0's poisson: -85.0075 valid_0's l2: 662.625
[16] valid_0's poisson: -84.9559 valid_0's l2: 655.083
[17] valid_0's poisson: -85.112 valid_0's l2: 657.27
[18] valid_0's poisson: -87.3509 valid_0's l2: 649.884
[19] valid_0's poisson: -88.9942 valid_0's l2: 629.296
[20] valid_0's poisson: -88.5783 valid_0's l2: 620.249
[21] valid_0's poisson: -86.817 valid_0's l2: 604.033
[22] valid_0's poisson: -84.2973 valid_0's l2: 595.906
[23] valid_0's poisson: -85.0393 valid_0's l2: 587.931
[24] valid_0's poisson: -85.807 valid_0's l2: 585.346
[25] valid_0's poisson: -86.9253 valid_0's l2: 584.682
[26] valid_0's poisson: -87.7199 valid_0's l2: 581.71
[27] valid_0's poisson: -86.8095 valid_0's l2: 578.34
[28] valid_0's poisson: -87.1304 valid_0's l2: 575.791
[29] valid_0's poisson: -88.5328 valid_0's l2: 562.836
[30] valid_0's poisson: -88.5269 valid_0's l2: 560.706
[31] valid_0's poisson: -89.0919 valid_0's l2: 559.831
[32] valid_0's poisson: -88.7333 valid_0's l2: 557.182
[33] valid_0's poisson: -89.1219 valid_0's l2: 557.712
[34] valid_0's poisson: -90.2913 valid_0's l2: 549.058
[35] valid_0's poisson: -90.2914 valid_0's l2: 544.197
[36] valid_0's poisson: -89.7202 valid_0's l2: 541.083
[37] valid_0's poisson: -89.5384 valid_0's l2: 538.404
[38] valid_0's poisson: -89.6756 valid_0's l2: 536.878
[39] valid_0's poisson: -90.8706 valid_0's l2: 533.609
[40] valid_0's poisson: -90.0964 valid_0's l2: 532.248
[41] valid_0's poisson: -90.2888 valid_0's l2: 526.737
[42] valid_0's poisson: -92.9179 valid_0's l2: 523.23
[43] valid_0's poisson: -91.0717 valid_0's l2: 520.802
[44] valid_0's poisson: -92.1735 valid_0's l2: 507.811
[45] valid_0's poisson: -92.2066 valid_0's l2: 502.179
[46] valid_0's poisson: -92.2921 valid_0's l2: 500.764
[47] valid_0's poisson: -91.8741 valid_0's l2: 499.218
[48] valid_0's poisson: -91.1083 valid_0's l2: 499.54
[49] valid_0's poisson: -91.8839 valid_0's l2: 500.063
[50] valid_0's poisson: -91.8987 valid_0's l2: 499.857
[51] valid_0's poisson: -92.0302 valid_0's l2: 500.567
[52] valid_0's poisson: -91.5137 valid_0's l2: 502.019
[53] valid_0's poisson: -91.602 valid_0's l2: 501.01
[54] valid_0's poisson: -90.0431 valid_0's l2: 497.159
[55] valid_0's poisson: -90.1092 valid_0's l2: 496.102
[56] valid_0's poisson: -90.092 valid_0's l2: 494.224
[57] valid_0's poisson: -90.9023 valid_0's l2: 493.516
[58] valid_0's poisson: -89.9704 valid_0's l2: 491.608
[59] valid_0's poisson: -90.1286 valid_0's l2: 489.807
[60] valid_0's poisson: -88.7627 valid_0's l2: 485.647
[61] valid_0's poisson: -89.645 valid_0's l2: 483.813
[62] valid_0's poisson: -89.5884 valid_0's l2: 483.694
[63] valid_0's poisson: -90.0418 valid_0's l2: 481.36
[64] valid_0's poisson: -89.8167 valid_0's l2: 481.112
[65] valid_0's poisson: -89.8487 valid_0's l2: 481.705
[66] valid_0's poisson: -90.5925 valid_0's l2: 479.175
[67] valid_0's poisson: -89.6583 valid_0's l2: 477.459
[68] valid_0's poisson: -90.9609 valid_0's l2: 475.886
[69] valid_0's poisson: -89.8838 valid_0's l2: 476.189
[70] valid_0's poisson: -90.047 valid_0's l2: 476.458
[71] valid_0's poisson: -89.8836 valid_0's l2: 476.552
[72] valid_0's poisson: -90.0858 valid_0's l2: 474.516
[73] valid_0's poisson: -90.1357 valid_0's l2: 471.541
[74] valid_0's poisson: -90.5238 valid_0's l2: 472.649
[75] valid_0's poisson: -90.2911 valid_0's l2: 471.38
[76] valid_0's poisson: -90.5606 valid_0's l2: 471.541
[77] valid_0's poisson: -91.1697 valid_0's l2: 469.369
[78] valid_0's poisson: -91.22 valid_0's l2: 469.531
[79] valid_0's poisson: -91.0763 valid_0's l2: 469.163
[80] valid_0's poisson: -91.2236 valid_0's l2: 467.734
[81] valid_0's poisson: -91.7785 valid_0's l2: 468.241
[82] valid_0's poisson: -91.4471 valid_0's l2: 467.796
[83] valid_0's poisson: -91.8732 valid_0's l2: 467.614
[84] valid_0's poisson: -92.3906 valid_0's l2: 466.423
[85] valid_0's poisson: -90.9343 valid_0's l2: 464.43
[86] valid_0's poisson: -90.6678 valid_0's l2: 463.702
[87] valid_0's poisson: -90.7596 valid_0's l2: 463.353
[88] valid_0's poisson: -90.3828 valid_0's l2: 463.117
[89] valid_0's poisson: -90.8548 valid_0's l2: 463.243
[90] valid_0's poisson: -90.0906 valid_0's l2: 462.719
[91] valid_0's poisson: -90.2521 valid_0's l2: 461.306
[92] valid_0's poisson: -89.4027 valid_0's l2: 460.066
[93] valid_0's poisson: -89.6981 valid_0's l2: 460.056
[94] valid_0's poisson: -89.9745 valid_0's l2: 459.434
[95] valid_0's poisson: -90.4412 valid_0's l2: 457.802
[96] valid_0's poisson: -90.892 valid_0's l2: 458.191
[97] valid_0's poisson: -90.6712 valid_0's l2: 457.522
[98] valid_0's poisson: -89.671 valid_0's l2: 457.794
[99] valid_0's poisson: -89.9904 valid_0's l2: 457.158
[100] valid_0's poisson: -89.7642 valid_0's l2: 457.326
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.6873 valid_0's l2: 1487.41
[2] valid_0's poisson: -67.9537 valid_0's l2: 1048.81
[3] valid_0's poisson: -68.0651 valid_0's l2: 939.834
[4] valid_0's poisson: -70.2399 valid_0's l2: 870.788
[5] valid_0's poisson: -84.895 valid_0's l2: 839.36
[6] valid_0's poisson: -74.5461 valid_0's l2: 799.693
[7] valid_0's poisson: -73.4539 valid_0's l2: 763.285
[8] valid_0's poisson: -75.9698 valid_0's l2: 752.583
[9] valid_0's poisson: -81.0957 valid_0's l2: 722.02
[10] valid_0's poisson: -80.1296 valid_0's l2: 714.038
[11] valid_0's poisson: -88.4086 valid_0's l2: 671.628
[12] valid_0's poisson: -80.4951 valid_0's l2: 661.778
[13] valid_0's poisson: -84.7019 valid_0's l2: 653.029
[14] valid_0's poisson: -84.5769 valid_0's l2: 649.047
[15] valid_0's poisson: -81.7171 valid_0's l2: 643.514
[16] valid_0's poisson: -80.1427 valid_0's l2: 641.946
[17] valid_0's poisson: -80.6348 valid_0's l2: 639.325
[18] valid_0's poisson: -85.5321 valid_0's l2: 637.8
[19] valid_0's poisson: -88.2056 valid_0's l2: 633.674
[20] valid_0's poisson: -85.4357 valid_0's l2: 612.933
[21] valid_0's poisson: -83.1113 valid_0's l2: 599.957
[22] valid_0's poisson: -84.0155 valid_0's l2: 597.287
[23] valid_0's poisson: -87.1452 valid_0's l2: 587.858
[24] valid_0's poisson: -84.1556 valid_0's l2: 577.745
[25] valid_0's poisson: -84.6831 valid_0's l2: 574.317
[26] valid_0's poisson: -84.9929 valid_0's l2: 574.993
[27] valid_0's poisson: -87.0919 valid_0's l2: 570.831
[28] valid_0's poisson: -87.0711 valid_0's l2: 569.779
[29] valid_0's poisson: -86.815 valid_0's l2: 566.026
[30] valid_0's poisson: -87.2661 valid_0's l2: 560.442
[31] valid_0's poisson: -87.7833 valid_0's l2: 550.703
[32] valid_0's poisson: -87.1097 valid_0's l2: 548.089
[33] valid_0's poisson: -87.4674 valid_0's l2: 545.451
[34] valid_0's poisson: -87.3311 valid_0's l2: 543.799
[35] valid_0's poisson: -87.314 valid_0's l2: 541.997
[36] valid_0's poisson: -88.0473 valid_0's l2: 539.823
[37] valid_0's poisson: -88.9683 valid_0's l2: 538.868
[38] valid_0's poisson: -89.4062 valid_0's l2: 537.481
[39] valid_0's poisson: -89.4603 valid_0's l2: 534.971
[40] valid_0's poisson: -89.6857 valid_0's l2: 533.106
[41] valid_0's poisson: -87.1461 valid_0's l2: 530.218
[42] valid_0's poisson: -86.0683 valid_0's l2: 524.413
[43] valid_0's poisson: -85.4511 valid_0's l2: 521.58
[44] valid_0's poisson: -87.9597 valid_0's l2: 518.234
[45] valid_0's poisson: -85.8626 valid_0's l2: 512.435
[46] valid_0's poisson: -85.7565 valid_0's l2: 512.07
[47] valid_0's poisson: -86.0691 valid_0's l2: 513.055
[48] valid_0's poisson: -86.2748 valid_0's l2: 511.786
[49] valid_0's poisson: -87.1315 valid_0's l2: 509.18
[50] valid_0's poisson: -86.2106 valid_0's l2: 508.298
[51] valid_0's poisson: -89.1508 valid_0's l2: 505.051
[52] valid_0's poisson: -88.7436 valid_0's l2: 504.264
[53] valid_0's poisson: -89.4652 valid_0's l2: 504.225
[54] valid_0's poisson: -88.9421 valid_0's l2: 501.22
[55] valid_0's poisson: -88.7386 valid_0's l2: 498.77
[56] valid_0's poisson: -88.7787 valid_0's l2: 498.572
[57] valid_0's poisson: -87.9971 valid_0's l2: 494.607
[58] valid_0's poisson: -87.5796 valid_0's l2: 491.748
[59] valid_0's poisson: -87.7493 valid_0's l2: 490.579
[60] valid_0's poisson: -87.7831 valid_0's l2: 491.877
[61] valid_0's poisson: -88.9782 valid_0's l2: 491.989
[62] valid_0's poisson: -89.9782 valid_0's l2: 490.83
[63] valid_0's poisson: -90.3657 valid_0's l2: 487.226
[64] valid_0's poisson: -89.8027 valid_0's l2: 485.389
[65] valid_0's poisson: -90.0506 valid_0's l2: 484.237
[66] valid_0's poisson: -90.4936 valid_0's l2: 483.097
[67] valid_0's poisson: -90.8887 valid_0's l2: 483.148
[68] valid_0's poisson: -90.3603 valid_0's l2: 483.285
[69] valid_0's poisson: -90.4327 valid_0's l2: 483.795
[70] valid_0's poisson: -89.4668 valid_0's l2: 481.048
[71] valid_0's poisson: -89.4908 valid_0's l2: 481.045
[72] valid_0's poisson: -89.4934 valid_0's l2: 481.171
[73] valid_0's poisson: -90.1449 valid_0's l2: 480.295
[74] valid_0's poisson: -90.3493 valid_0's l2: 479.139
[75] valid_0's poisson: -90.4216 valid_0's l2: 479.255
[76] valid_0's poisson: -94.3052 valid_0's l2: 473.633
[77] valid_0's poisson: -94.169 valid_0's l2: 471.171
[78] valid_0's poisson: -93.7602 valid_0's l2: 468.452
[79] valid_0's poisson: -93.9139 valid_0's l2: 466.409
[80] valid_0's poisson: -93.2143 valid_0's l2: 466.429
[81] valid_0's poisson: -93.2163 valid_0's l2: 466.27
[82] valid_0's poisson: -93.4476 valid_0's l2: 467.411
[83] valid_0's poisson: -93.2785 valid_0's l2: 467.417
[84] valid_0's poisson: -93.8525 valid_0's l2: 465.476
[85] valid_0's poisson: -93.0979 valid_0's l2: 464.948
[86] valid_0's poisson: -93.0559 valid_0's l2: 462.661
[87] valid_0's poisson: -92.9647 valid_0's l2: 460.863
[88] valid_0's poisson: -93.0279 valid_0's l2: 459.498
[89] valid_0's poisson: -93.5555 valid_0's l2: 459.947
[90] valid_0's poisson: -93.5384 valid_0's l2: 459.065
[91] valid_0's poisson: -93.5816 valid_0's l2: 459.395
[92] valid_0's poisson: -93.91 valid_0's l2: 458.517
[93] valid_0's poisson: -93.9828 valid_0's l2: 456.51
[94] valid_0's poisson: -92.0661 valid_0's l2: 454.716
[95] valid_0's poisson: -92.3072 valid_0's l2: 455.131
[96] valid_0's poisson: -91.7928 valid_0's l2: 456.147
[97] valid_0's poisson: -91.8764 valid_0's l2: 456.051
[98] valid_0's poisson: -91.9124 valid_0's l2: 455.697
[99] valid_0's poisson: -91.9338 valid_0's l2: 453.758
[100] valid_0's poisson: -91.9242 valid_0's l2: 452.918
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.6833 valid_0's l2: 1488.1
[2] valid_0's poisson: -67.9337 valid_0's l2: 1050.54
[3] valid_0's poisson: -72.8395 valid_0's l2: 975.951
[4] valid_0's poisson: -69.3306 valid_0's l2: 944.965
[5] valid_0's poisson: -73.9906 valid_0's l2: 900.426
[6] valid_0's poisson: -76.17 valid_0's l2: 852.661
[7] valid_0's poisson: -75.783 valid_0's l2: 842.563
[8] valid_0's poisson: -76.1162 valid_0's l2: 836.382
[9] valid_0's poisson: -75.7827 valid_0's l2: 808.089
[10] valid_0's poisson: -76.3346 valid_0's l2: 790.307
[11] valid_0's poisson: -79.8459 valid_0's l2: 758.627
[12] valid_0's poisson: -86.7287 valid_0's l2: 755.672
[13] valid_0's poisson: -81.2632 valid_0's l2: 749.901
[14] valid_0's poisson: -80.4133 valid_0's l2: 740.537
[15] valid_0's poisson: -81.4119 valid_0's l2: 733.58
[16] valid_0's poisson: -84.0025 valid_0's l2: 728.487
[17] valid_0's poisson: -81.1262 valid_0's l2: 674.044
[18] valid_0's poisson: -81.715 valid_0's l2: 667.266
[19] valid_0's poisson: -80.4612 valid_0's l2: 661.842
[20] valid_0's poisson: -81.2085 valid_0's l2: 652.403
[21] valid_0's poisson: -86.0315 valid_0's l2: 604.043
[22] valid_0's poisson: -86.0785 valid_0's l2: 601.879
[23] valid_0's poisson: -86.0744 valid_0's l2: 599.355
[24] valid_0's poisson: -87.7398 valid_0's l2: 590.322
[25] valid_0's poisson: -87.3799 valid_0's l2: 586.04
[26] valid_0's poisson: -87.2209 valid_0's l2: 582.058
[27] valid_0's poisson: -87.4118 valid_0's l2: 578.508
[28] valid_0's poisson: -89.4032 valid_0's l2: 572.995
[29] valid_0's poisson: -88.3465 valid_0's l2: 565.739
[30] valid_0's poisson: -87.7649 valid_0's l2: 563.663
[31] valid_0's poisson: -88.0572 valid_0's l2: 562.39
[32] valid_0's poisson: -88.092 valid_0's l2: 561.696
[33] valid_0's poisson: -88.2759 valid_0's l2: 558.042
[34] valid_0's poisson: -86.7817 valid_0's l2: 554.636
[35] valid_0's poisson: -87.207 valid_0's l2: 553.342
[36] valid_0's poisson: -86.7964 valid_0's l2: 548.045
[37] valid_0's poisson: -86.9715 valid_0's l2: 546.027
[38] valid_0's poisson: -86.9387 valid_0's l2: 545.762
[39] valid_0's poisson: -86.5141 valid_0's l2: 542.868
[40] valid_0's poisson: -87.1144 valid_0's l2: 533.036
[41] valid_0's poisson: -87.1041 valid_0's l2: 534.413
[42] valid_0's poisson: -86.881 valid_0's l2: 534.247
[43] valid_0's poisson: -87.0273 valid_0's l2: 533.373
[44] valid_0's poisson: -86.9514 valid_0's l2: 535.346
[45] valid_0's poisson: -87.0068 valid_0's l2: 534.529
[46] valid_0's poisson: -86.894 valid_0's l2: 533.461
[47] valid_0's poisson: -86.9799 valid_0's l2: 533.627
[48] valid_0's poisson: -87.5065 valid_0's l2: 532.228
[49] valid_0's poisson: -87.445 valid_0's l2: 530.17
[50] valid_0's poisson: -87.5144 valid_0's l2: 530.037
[51] valid_0's poisson: -90.4275 valid_0's l2: 527.56
[52] valid_0's poisson: -89.7467 valid_0's l2: 525.793
[53] valid_0's poisson: -89.3808 valid_0's l2: 525.81
[54] valid_0's poisson: -89.4621 valid_0's l2: 525.787
[55] valid_0's poisson: -89.5 valid_0's l2: 523.759
[56] valid_0's poisson: -90.9829 valid_0's l2: 511.292
[57] valid_0's poisson: -90.3727 valid_0's l2: 510.723
[58] valid_0's poisson: -90.7621 valid_0's l2: 507.151
[59] valid_0's poisson: -91.1097 valid_0's l2: 506.122
[60] valid_0's poisson: -90.4206 valid_0's l2: 499.878
[61] valid_0's poisson: -90.3094 valid_0's l2: 498.84
[62] valid_0's poisson: -90.0421 valid_0's l2: 497.818
[63] valid_0's poisson: -89.7521 valid_0's l2: 497.093
[64] valid_0's poisson: -89.8644 valid_0's l2: 498.592
[65] valid_0's poisson: -89.4778 valid_0's l2: 497.606
[66] valid_0's poisson: -89.8241 valid_0's l2: 497.947
[67] valid_0's poisson: -89.6224 valid_0's l2: 497.68
[68] valid_0's poisson: -90.8358 valid_0's l2: 492.814
[69] valid_0's poisson: -89.8697 valid_0's l2: 492.216
[70] valid_0's poisson: -93.8804 valid_0's l2: 486.755
[71] valid_0's poisson: -93.9569 valid_0's l2: 484.804
[72] valid_0's poisson: -93.88 valid_0's l2: 483.028
[73] valid_0's poisson: -93.4981 valid_0's l2: 482.933
[74] valid_0's poisson: -93.3134 valid_0's l2: 482.047
[75] valid_0's poisson: -93.6523 valid_0's l2: 481.277
[76] valid_0's poisson: -93.2022 valid_0's l2: 478.489
[77] valid_0's poisson: -92.8081 valid_0's l2: 479.057
[78] valid_0's poisson: -92.145 valid_0's l2: 477.983
[79] valid_0's poisson: -92.0258 valid_0's l2: 477.059
[80] valid_0's poisson: -91.2754 valid_0's l2: 476.399
[81] valid_0's poisson: -91.3736 valid_0's l2: 476.817
[82] valid_0's poisson: -90.8916 valid_0's l2: 476.254
[83] valid_0's poisson: -91.1483 valid_0's l2: 476.376
[84] valid_0's poisson: -91.0125 valid_0's l2: 475.672
[85] valid_0's poisson: -91.5246 valid_0's l2: 475.813
[86] valid_0's poisson: -91.5215 valid_0's l2: 475.842
[87] valid_0's poisson: -91.4527 valid_0's l2: 475.644
[88] valid_0's poisson: -91.159 valid_0's l2: 475.417
[89] valid_0's poisson: -91.1235 valid_0's l2: 471.068
[90] valid_0's poisson: -90.3512 valid_0's l2: 471.325
[91] valid_0's poisson: -90.2371 valid_0's l2: 468.362
[92] valid_0's poisson: -90.0973 valid_0's l2: 467.013
[93] valid_0's poisson: -90.1155 valid_0's l2: 464.006
[94] valid_0's poisson: -90.1613 valid_0's l2: 462.144
[95] valid_0's poisson: -89.8242 valid_0's l2: 460.352
[96] valid_0's poisson: -90.247 valid_0's l2: 460.185
[97] valid_0's poisson: -92.273 valid_0's l2: 457.95
[98] valid_0's poisson: -92.207 valid_0's l2: 458.492
[99] valid_0's poisson: -92.114 valid_0's l2: 457.633
[100] valid_0's poisson: -91.8269 valid_0's l2: 456.727
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -96.0344 valid_0's l2: 1544.24
[2] valid_0's poisson: -100.492 valid_0's l2: 1100.31
[3] valid_0's poisson: -103.202 valid_0's l2: 833.827
[4] valid_0's poisson: -104.947 valid_0's l2: 668.04
[5] valid_0's poisson: -106.056 valid_0's l2: 567.113
[6] valid_0's poisson: -106.847 valid_0's l2: 499.017
[7] valid_0's poisson: -107.426 valid_0's l2: 452.187
[8] valid_0's poisson: -107.89 valid_0's l2: 421.545
[9] valid_0's poisson: -108.242 valid_0's l2: 401.897
[10] valid_0's poisson: -108.504 valid_0's l2: 379.388
[11] valid_0's poisson: -108.676 valid_0's l2: 367.141
[12] valid_0's poisson: -108.73 valid_0's l2: 358.572
[13] valid_0's poisson: -108.729 valid_0's l2: 348.598
[14] valid_0's poisson: -108.781 valid_0's l2: 341.059
[15] valid_0's poisson: -108.797 valid_0's l2: 337.632
[16] valid_0's poisson: -108.827 valid_0's l2: 331.742
[17] valid_0's poisson: -108.742 valid_0's l2: 327.935
[18] valid_0's poisson: -108.745 valid_0's l2: 325.167
[19] valid_0's poisson: -108.718 valid_0's l2: 321.983
[20] valid_0's poisson: -108.646 valid_0's l2: 316.563
[21] valid_0's poisson: -108.628 valid_0's l2: 314.043
[22] valid_0's poisson: -108.456 valid_0's l2: 312.341
[23] valid_0's poisson: -108.253 valid_0's l2: 310.173
[24] valid_0's poisson: -108.266 valid_0's l2: 308.91
[25] valid_0's poisson: -108.202 valid_0's l2: 307.998
[26] valid_0's poisson: -108.217 valid_0's l2: 307.733
[27] valid_0's poisson: -108.213 valid_0's l2: 307.293
[28] valid_0's poisson: -108.1 valid_0's l2: 304.782
[29] valid_0's poisson: -108.137 valid_0's l2: 301.778
[30] valid_0's poisson: -108.075 valid_0's l2: 300.985
[31] valid_0's poisson: -108.078 valid_0's l2: 298.983
[32] valid_0's poisson: -108.141 valid_0's l2: 298.118
[33] valid_0's poisson: -108.176 valid_0's l2: 297.8
[34] valid_0's poisson: -108.281 valid_0's l2: 295.926
[35] valid_0's poisson: -108.298 valid_0's l2: 294.427
[36] valid_0's poisson: -108.301 valid_0's l2: 294.634
[37] valid_0's poisson: -108.309 valid_0's l2: 294.19
[38] valid_0's poisson: -108.312 valid_0's l2: 293.804
[39] valid_0's poisson: -108.355 valid_0's l2: 293.701
[40] valid_0's poisson: -108.329 valid_0's l2: 292.56
[41] valid_0's poisson: -108.39 valid_0's l2: 292.441
[42] valid_0's poisson: -108.385 valid_0's l2: 289.53
[43] valid_0's poisson: -108.419 valid_0's l2: 289.205
[44] valid_0's poisson: -108.395 valid_0's l2: 288.543
[45] valid_0's poisson: -108.44 valid_0's l2: 288.044
[46] valid_0's poisson: -108.403 valid_0's l2: 287.773
[47] valid_0's poisson: -108.342 valid_0's l2: 287.351
[48] valid_0's poisson: -108.342 valid_0's l2: 287.431
[49] valid_0's poisson: -108.353 valid_0's l2: 286.296
[50] valid_0's poisson: -108.276 valid_0's l2: 285.636
[51] valid_0's poisson: -108.279 valid_0's l2: 285.58
[52] valid_0's poisson: -108.224 valid_0's l2: 282.64
[53] valid_0's poisson: -108.243 valid_0's l2: 282.278
[54] valid_0's poisson: -108.279 valid_0's l2: 278.943
[55] valid_0's poisson: -108.225 valid_0's l2: 278.65
[56] valid_0's poisson: -108.244 valid_0's l2: 278.577
[57] valid_0's poisson: -108.094 valid_0's l2: 278.021
[58] valid_0's poisson: -108.097 valid_0's l2: 277.99
[59] valid_0's poisson: -108.124 valid_0's l2: 278.064
[60] valid_0's poisson: -107.991 valid_0's l2: 277.431
[61] valid_0's poisson: -107.993 valid_0's l2: 277.231
[62] valid_0's poisson: -107.991 valid_0's l2: 277.03
[63] valid_0's poisson: -107.984 valid_0's l2: 275.796
[64] valid_0's poisson: -108.013 valid_0's l2: 275.638
[65] valid_0's poisson: -107.985 valid_0's l2: 275.791
[66] valid_0's poisson: -107.98 valid_0's l2: 275.418
[67] valid_0's poisson: -107.923 valid_0's l2: 275.452
[68] valid_0's poisson: -107.907 valid_0's l2: 273.285
[69] valid_0's poisson: -107.825 valid_0's l2: 273.564
[70] valid_0's poisson: -107.831 valid_0's l2: 273.222
[71] valid_0's poisson: -107.923 valid_0's l2: 271.875
[72] valid_0's poisson: -107.902 valid_0's l2: 271.866
[73] valid_0's poisson: -107.806 valid_0's l2: 271.562
[74] valid_0's poisson: -107.845 valid_0's l2: 270.817
[75] valid_0's poisson: -107.812 valid_0's l2: 270.582
[76] valid_0's poisson: -107.86 valid_0's l2: 269.799
[77] valid_0's poisson: -107.92 valid_0's l2: 269.829
[78] valid_0's poisson: -107.958 valid_0's l2: 269.287
[79] valid_0's poisson: -107.962 valid_0's l2: 267.875
[80] valid_0's poisson: -107.963 valid_0's l2: 268.337
[81] valid_0's poisson: -108.036 valid_0's l2: 267.858
[82] valid_0's poisson: -108.119 valid_0's l2: 266.286
[83] valid_0's poisson: -108.117 valid_0's l2: 266.158
[84] valid_0's poisson: -108.115 valid_0's l2: 266.155
[85] valid_0's poisson: -108.06 valid_0's l2: 265.957
[86] valid_0's poisson: -107.941 valid_0's l2: 264.682
[87] valid_0's poisson: -107.93 valid_0's l2: 264.967
[88] valid_0's poisson: -107.889 valid_0's l2: 264.057
[89] valid_0's poisson: -107.906 valid_0's l2: 263.857
[90] valid_0's poisson: -107.8 valid_0's l2: 263.92
[91] valid_0's poisson: -107.8 valid_0's l2: 263.475
[92] valid_0's poisson: -107.819 valid_0's l2: 262.943
[93] valid_0's poisson: -107.855 valid_0's l2: 262.703
[94] valid_0's poisson: -107.85 valid_0's l2: 262.729
[95] valid_0's poisson: -107.836 valid_0's l2: 262.119
[96] valid_0's poisson: -107.823 valid_0's l2: 261.546
[97] valid_0's poisson: -107.817 valid_0's l2: 261.435
[98] valid_0's poisson: -107.837 valid_0's l2: 260.974
[99] valid_0's poisson: -107.721 valid_0's l2: 260.617
[100] valid_0's poisson: -107.745 valid_0's l2: 260.745
Fitting 5 folds for each of 50 candidates, totalling 250 fits
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.5979 valid_0's l1: 29.2814
[2] valid_0's poisson: -80.8102 valid_0's l1: 29.207
[3] valid_0's poisson: -81.0193 valid_0's l1: 29.1329
[4] valid_0's poisson: -81.2255 valid_0's l1: 29.0592
[5] valid_0's poisson: -81.4286 valid_0's l1: 28.9857
[6] valid_0's poisson: -81.6287 valid_0's l1: 28.9125
[7] valid_0's poisson: -81.8261 valid_0's l1: 28.8397
[8] valid_0's poisson: -82.0206 valid_0's l1: 28.7672
[9] valid_0's poisson: -82.2123 valid_0's l1: 28.695
[10] valid_0's poisson: -82.4014 valid_0's l1: 28.6231
[11] valid_0's poisson: -82.5879 valid_0's l1: 28.5515
[12] valid_0's poisson: -82.7718 valid_0's l1: 28.4802
[13] valid_0's poisson: -82.9546 valid_0's l1: 28.4086
[14] valid_0's poisson: -83.1443 valid_0's l1: 28.3361
[15] valid_0's poisson: -83.3327 valid_0's l1: 28.2631
[16] valid_0's poisson: -83.5183 valid_0's l1: 28.1904
[17] valid_0's poisson: -83.7013 valid_0's l1: 28.118
[18] valid_0's poisson: -83.8815 valid_0's l1: 28.0463
[19] valid_0's poisson: -84.0592 valid_0's l1: 27.975
[20] valid_0's poisson: -84.2352 valid_0's l1: 27.904
[21] valid_0's poisson: -84.4088 valid_0's l1: 27.8332
[22] valid_0's poisson: -84.58 valid_0's l1: 27.763
[23] valid_0's poisson: -84.7473 valid_0's l1: 27.6934
[24] valid_0's poisson: -84.9133 valid_0's l1: 27.6235
[25] valid_0's poisson: -85.0721 valid_0's l1: 27.5557
[26] valid_0's poisson: -85.2286 valid_0's l1: 27.4881
[27] valid_0's poisson: -85.3832 valid_0's l1: 27.421
[28] valid_0's poisson: -85.5405 valid_0's l1: 27.3534
[29] valid_0's poisson: -85.6958 valid_0's l1: 27.2861
[30] valid_0's poisson: -85.849 valid_0's l1: 27.2194
[31] valid_0's poisson: -86.0034 valid_0's l1: 27.1525
[32] valid_0's poisson: -86.1558 valid_0's l1: 27.0859
[33] valid_0's poisson: -86.3054 valid_0's l1: 27.02
[34] valid_0's poisson: -86.4539 valid_0's l1: 26.9539
[35] valid_0's poisson: -86.6004 valid_0's l1: 26.8883
[36] valid_0's poisson: -86.7442 valid_0's l1: 26.8236
[37] valid_0's poisson: -86.8845 valid_0's l1: 26.7598
[38] valid_0's poisson: -87.0263 valid_0's l1: 26.6958
[39] valid_0's poisson: -87.163 valid_0's l1: 26.6329
[40] valid_0's poisson: -87.3043 valid_0's l1: 26.5686
[41] valid_0's poisson: -87.4438 valid_0's l1: 26.5046
[42] valid_0's poisson: -87.5808 valid_0's l1: 26.4416
[43] valid_0's poisson: -87.7161 valid_0's l1: 26.3791
[44] valid_0's poisson: -87.8535 valid_0's l1: 26.316
[45] valid_0's poisson: -87.9892 valid_0's l1: 26.2533
[46] valid_0's poisson: -88.1232 valid_0's l1: 26.1908
[47] valid_0's poisson: -88.2527 valid_0's l1: 26.1294
[48] valid_0's poisson: -88.3782 valid_0's l1: 26.069
[49] valid_0's poisson: -88.5047 valid_0's l1: 26.0087
[50] valid_0's poisson: -88.6317 valid_0's l1: 25.9477
[51] valid_0's poisson: -88.7608 valid_0's l1: 25.8865
[52] valid_0's poisson: -88.8881 valid_0's l1: 25.8257
[53] valid_0's poisson: -89.0141 valid_0's l1: 25.7648
[54] valid_0's poisson: -89.1385 valid_0's l1: 25.7043
[55] valid_0's poisson: -89.2597 valid_0's l1: 25.6449
[56] valid_0's poisson: -89.3736 valid_0's l1: 25.587
[57] valid_0's poisson: -89.4887 valid_0's l1: 25.5293
[58] valid_0's poisson: -89.6076 valid_0's l1: 25.4703
[59] valid_0's poisson: -89.7252 valid_0's l1: 25.4115
[60] valid_0's poisson: -89.8425 valid_0's l1: 25.3524
[61] valid_0's poisson: -89.9585 valid_0's l1: 25.2937
[62] valid_0's poisson: -90.0669 valid_0's l1: 25.2379
[63] valid_0's poisson: -90.1777 valid_0's l1: 25.1816
[64] valid_0's poisson: -90.2879 valid_0's l1: 25.1254
[65] valid_0's poisson: -90.3969 valid_0's l1: 25.0696
[66] valid_0's poisson: -90.507 valid_0's l1: 25.013
[67] valid_0's poisson: -90.6096 valid_0's l1: 24.959
[68] valid_0's poisson: -90.7112 valid_0's l1: 24.9057
[69] valid_0's poisson: -90.8116 valid_0's l1: 24.8525
[70] valid_0's poisson: -90.9109 valid_0's l1: 24.7997
[71] valid_0's poisson: -91.0091 valid_0's l1: 24.7471
[72] valid_0's poisson: -91.1063 valid_0's l1: 24.6947
[73] valid_0's poisson: -91.2024 valid_0's l1: 24.6426
[74] valid_0's poisson: -91.2988 valid_0's l1: 24.5897
[75] valid_0's poisson: -91.3959 valid_0's l1: 24.5376
[76] valid_0's poisson: -91.4919 valid_0's l1: 24.4857
[77] valid_0's poisson: -91.5853 valid_0's l1: 24.4337
[78] valid_0's poisson: -91.6846 valid_0's l1: 24.3799
[79] valid_0's poisson: -91.778 valid_0's l1: 24.3282
[80] valid_0's poisson: -91.8701 valid_0's l1: 24.2775
[81] valid_0's poisson: -91.9611 valid_0's l1: 24.227
[82] valid_0's poisson: -92.0512 valid_0's l1: 24.1768
[83] valid_0's poisson: -92.1404 valid_0's l1: 24.1271
[84] valid_0's poisson: -92.2285 valid_0's l1: 24.0776
[85] valid_0's poisson: -92.3158 valid_0's l1: 24.0284
[86] valid_0's poisson: -92.4008 valid_0's l1: 23.9801
[87] valid_0's poisson: -92.4999 valid_0's l1: 23.9278
[88] valid_0's poisson: -92.5867 valid_0's l1: 23.8788
[89] valid_0's poisson: -92.6727 valid_0's l1: 23.83
[90] valid_0's poisson: -92.7564 valid_0's l1: 23.7818
[91] valid_0's poisson: -92.8405 valid_0's l1: 23.7335
[92] valid_0's poisson: -92.9238 valid_0's l1: 23.6856
[93] valid_0's poisson: -93.0149 valid_0's l1: 23.6356
[94] valid_0's poisson: -93.1051 valid_0's l1: 23.586
[95] valid_0's poisson: -93.1876 valid_0's l1: 23.538
[96] valid_0's poisson: -93.2663 valid_0's l1: 23.4915
[97] valid_0's poisson: -93.3563 valid_0's l1: 23.4413
[98] valid_0's poisson: -93.4374 valid_0's l1: 23.3936
[99] valid_0's poisson: -93.5118 valid_0's l1: 23.3485
[100] valid_0's poisson: -93.5896 valid_0's l1: 23.3022
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.5968 valid_0's l1: 29.2817
[2] valid_0's poisson: -80.8084 valid_0's l1: 29.2078
[3] valid_0's poisson: -81.017 valid_0's l1: 29.1337
[4] valid_0's poisson: -81.2227 valid_0's l1: 29.0599
[5] valid_0's poisson: -81.4253 valid_0's l1: 28.9865
[6] valid_0's poisson: -81.625 valid_0's l1: 28.9133
[7] valid_0's poisson: -81.8219 valid_0's l1: 28.8405
[8] valid_0's poisson: -82.0252 valid_0's l1: 28.7667
[9] valid_0's poisson: -82.2252 valid_0's l1: 28.6937
[10] valid_0's poisson: -82.4224 valid_0's l1: 28.6205
[11] valid_0's poisson: -82.6157 valid_0's l1: 28.5476
[12] valid_0's poisson: -82.8088 valid_0's l1: 28.4743
[13] valid_0's poisson: -82.9973 valid_0's l1: 28.4017
[14] valid_0's poisson: -83.1837 valid_0's l1: 28.3297
[15] valid_0's poisson: -83.3661 valid_0's l1: 28.2581
[16] valid_0's poisson: -83.5496 valid_0's l1: 28.1857
[17] valid_0's poisson: -83.7295 valid_0's l1: 28.1143
[18] valid_0's poisson: -83.907 valid_0's l1: 28.0429
[19] valid_0's poisson: -84.082 valid_0's l1: 27.9719
[20] valid_0's poisson: -84.2547 valid_0's l1: 27.9012
[21] valid_0's poisson: -84.4296 valid_0's l1: 27.8297
[22] valid_0's poisson: -84.6021 valid_0's l1: 27.7587
[23] valid_0's poisson: -84.7677 valid_0's l1: 27.689
[24] valid_0's poisson: -84.9311 valid_0's l1: 27.62
[25] valid_0's poisson: -85.0934 valid_0's l1: 27.5514
[26] valid_0's poisson: -85.257 valid_0's l1: 27.4824
[27] valid_0's poisson: -85.4227 valid_0's l1: 27.4124
[28] valid_0's poisson: -85.5861 valid_0's l1: 27.3428
[29] valid_0's poisson: -85.7473 valid_0's l1: 27.2738
[30] valid_0's poisson: -85.904 valid_0's l1: 27.2058
[31] valid_0's poisson: -86.0568 valid_0's l1: 27.1389
[32] valid_0's poisson: -86.2094 valid_0's l1: 27.0715
[33] valid_0's poisson: -86.3611 valid_0's l1: 27.004
[34] valid_0's poisson: -86.5108 valid_0's l1: 26.9366
[35] valid_0's poisson: -86.6588 valid_0's l1: 26.8697
[36] valid_0's poisson: -86.8043 valid_0's l1: 26.8046
[37] valid_0's poisson: -86.947 valid_0's l1: 26.7402
[38] valid_0's poisson: -87.0866 valid_0's l1: 26.6759
[39] valid_0's poisson: -87.2244 valid_0's l1: 26.6119
[40] valid_0's poisson: -87.3606 valid_0's l1: 26.5483
[41] valid_0's poisson: -87.4973 valid_0's l1: 26.4854
[42] valid_0's poisson: -87.6331 valid_0's l1: 26.4219
[43] valid_0's poisson: -87.7667 valid_0's l1: 26.3594
[44] valid_0's poisson: -87.8992 valid_0's l1: 26.2966
[45] valid_0's poisson: -88.0296 valid_0's l1: 26.2346
[46] valid_0's poisson: -88.1587 valid_0's l1: 26.1728
[47] valid_0's poisson: -88.2904 valid_0's l1: 26.1106
[48] valid_0's poisson: -88.4204 valid_0's l1: 26.049
[49] valid_0's poisson: -88.5489 valid_0's l1: 25.9879
[50] valid_0's poisson: -88.6758 valid_0's l1: 25.9269
[51] valid_0's poisson: -88.8012 valid_0's l1: 25.8662
[52] valid_0's poisson: -88.9252 valid_0's l1: 25.806
[53] valid_0's poisson: -89.0476 valid_0's l1: 25.7461
[54] valid_0's poisson: -89.1685 valid_0's l1: 25.6867
[55] valid_0's poisson: -89.2881 valid_0's l1: 25.6276
[56] valid_0's poisson: -89.4063 valid_0's l1: 25.5688
[57] valid_0's poisson: -89.5278 valid_0's l1: 25.5093
[58] valid_0's poisson: -89.6477 valid_0's l1: 25.4499
[59] valid_0's poisson: -89.7661 valid_0's l1: 25.3909
[60] valid_0's poisson: -89.8834 valid_0's l1: 25.332
[61] valid_0's poisson: -89.9991 valid_0's l1: 25.2739
[62] valid_0's poisson: -90.0997 valid_0's l1: 25.2203
[63] valid_0's poisson: -90.2096 valid_0's l1: 25.164
[64] valid_0's poisson: -90.3182 valid_0's l1: 25.1078
[65] valid_0's poisson: -90.4256 valid_0's l1: 25.052
[66] valid_0's poisson: -90.5296 valid_0's l1: 24.9968
[67] valid_0's poisson: -90.6381 valid_0's l1: 24.9407
[68] valid_0's poisson: -90.7522 valid_0's l1: 24.884
[69] valid_0's poisson: -90.8562 valid_0's l1: 24.829
[70] valid_0's poisson: -90.9589 valid_0's l1: 24.7746
[71] valid_0's poisson: -91.0605 valid_0's l1: 24.7205
[72] valid_0's poisson: -91.1683 valid_0's l1: 24.6649
[73] valid_0's poisson: -91.2652 valid_0's l1: 24.612
[74] valid_0's poisson: -91.3722 valid_0's l1: 24.5569
[75] valid_0's poisson: -91.465 valid_0's l1: 24.505
[76] valid_0's poisson: -91.5614 valid_0's l1: 24.4524
[77] valid_0's poisson: -91.6525 valid_0's l1: 24.4014
[78] valid_0's poisson: -91.7467 valid_0's l1: 24.3491
[79] valid_0's poisson: -91.8427 valid_0's l1: 24.2966
[80] valid_0's poisson: -91.9325 valid_0's l1: 24.2458
[81] valid_0's poisson: -92.0213 valid_0's l1: 24.1954
[82] valid_0's poisson: -92.1225 valid_0's l1: 24.1418
[83] valid_0's poisson: -92.2118 valid_0's l1: 24.0914
[84] valid_0's poisson: -92.3045 valid_0's l1: 24.0395
[85] valid_0's poisson: -92.3945 valid_0's l1: 23.9889
[86] valid_0's poisson: -92.481 valid_0's l1: 23.9394
[87] valid_0's poisson: -92.5765 valid_0's l1: 23.8878
[88] valid_0's poisson: -92.659 valid_0's l1: 23.8401
[89] valid_0's poisson: -92.7526 valid_0's l1: 23.789
[90] valid_0's poisson: -92.8451 valid_0's l1: 23.738
[91] valid_0's poisson: -92.9249 valid_0's l1: 23.691
[92] valid_0's poisson: -93.0147 valid_0's l1: 23.6408
[93] valid_0's poisson: -93.1035 valid_0's l1: 23.5912
[94] valid_0's poisson: -93.1912 valid_0's l1: 23.5419
[95] valid_0's poisson: -93.2766 valid_0's l1: 23.4933
[96] valid_0's poisson: -93.3625 valid_0's l1: 23.4444
[97] valid_0's poisson: -93.4475 valid_0's l1: 23.3955
[98] valid_0's poisson: -93.5227 valid_0's l1: 23.3501
[99] valid_0's poisson: -93.5973 valid_0's l1: 23.305
[100] valid_0's poisson: -93.6693 valid_0's l1: 23.2615
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.6005 valid_0's l1: 29.2804
[2] valid_0's poisson: -80.8143 valid_0's l1: 29.2061
[3] valid_0's poisson: -81.0258 valid_0's l1: 29.1313
[4] valid_0's poisson: -81.2342 valid_0's l1: 29.0569
[5] valid_0's poisson: -81.4395 valid_0's l1: 28.9827
[6] valid_0's poisson: -81.6412 valid_0's l1: 28.9094
[7] valid_0's poisson: -81.8406 valid_0's l1: 28.8359
[8] valid_0's poisson: -82.0408 valid_0's l1: 28.7622
[9] valid_0's poisson: -82.2381 valid_0's l1: 28.6889
[10] valid_0's poisson: -82.4326 valid_0's l1: 28.6158
[11] valid_0's poisson: -82.6236 valid_0's l1: 28.5434
[12] valid_0's poisson: -82.8126 valid_0's l1: 28.4708
[13] valid_0's poisson: -82.9988 valid_0's l1: 28.3988
[14] valid_0's poisson: -83.1825 valid_0's l1: 28.3274
[15] valid_0's poisson: -83.363 valid_0's l1: 28.2565
[16] valid_0's poisson: -83.5414 valid_0's l1: 28.1856
[17] valid_0's poisson: -83.7175 valid_0's l1: 28.115
[18] valid_0's poisson: -83.8912 valid_0's l1: 28.0446
[19] valid_0's poisson: -84.0625 valid_0's l1: 27.9747
[20] valid_0's poisson: -84.2381 valid_0's l1: 27.9039
[21] valid_0's poisson: -84.4117 valid_0's l1: 27.833
[22] valid_0's poisson: -84.5781 valid_0's l1: 27.7641
[23] valid_0's poisson: -84.7447 valid_0's l1: 27.695
[24] valid_0's poisson: -84.9092 valid_0's l1: 27.6261
[25] valid_0's poisson: -85.0714 valid_0's l1: 27.5579
[26] valid_0's poisson: -85.2327 valid_0's l1: 27.4893
[27] valid_0's poisson: -85.3909 valid_0's l1: 27.4218
[28] valid_0's poisson: -85.5471 valid_0's l1: 27.3545
[29] valid_0's poisson: -85.701 valid_0's l1: 27.2881
[30] valid_0's poisson: -85.8539 valid_0's l1: 27.2221
[31] valid_0's poisson: -86.0156 valid_0's l1: 27.1535
[32] valid_0's poisson: -86.1645 valid_0's l1: 27.0883
[33] valid_0's poisson: -86.3122 valid_0's l1: 27.0228
[34] valid_0's poisson: -86.4635 valid_0's l1: 26.9562
[35] valid_0's poisson: -86.6127 valid_0's l1: 26.8902
[36] valid_0's poisson: -86.7599 valid_0's l1: 26.8244
[37] valid_0's poisson: -86.9052 valid_0's l1: 26.7593
[38] valid_0's poisson: -87.0532 valid_0's l1: 26.6936
[39] valid_0's poisson: -87.1992 valid_0's l1: 26.6282
[40] valid_0's poisson: -87.3438 valid_0's l1: 26.5629
[41] valid_0's poisson: -87.4865 valid_0's l1: 26.4981
[42] valid_0's poisson: -87.6299 valid_0's l1: 26.4332
[43] valid_0's poisson: -87.7707 valid_0's l1: 26.3691
[44] valid_0's poisson: -87.9126 valid_0's l1: 26.3039
[45] valid_0's poisson: -88.0526 valid_0's l1: 26.2392
[46] valid_0's poisson: -88.1909 valid_0's l1: 26.1746
[47] valid_0's poisson: -88.323 valid_0's l1: 26.112
[48] valid_0's poisson: -88.4535 valid_0's l1: 26.0498
[49] valid_0's poisson: -88.5867 valid_0's l1: 25.9867
[50] valid_0's poisson: -88.714 valid_0's l1: 25.9256
[51] valid_0's poisson: -88.844 valid_0's l1: 25.8637
[52] valid_0's poisson: -88.9707 valid_0's l1: 25.803
[53] valid_0's poisson: -89.0959 valid_0's l1: 25.7424
[54] valid_0's poisson: -89.2213 valid_0's l1: 25.6813
[55] valid_0's poisson: -89.3436 valid_0's l1: 25.6215
[56] valid_0's poisson: -89.4554 valid_0's l1: 25.5641
[57] valid_0's poisson: -89.5749 valid_0's l1: 25.5053
[58] valid_0's poisson: -89.6865 valid_0's l1: 25.448
[59] valid_0's poisson: -89.7969 valid_0's l1: 25.3909
[60] valid_0's poisson: -89.906 valid_0's l1: 25.3341
[61] valid_0's poisson: -90.0138 valid_0's l1: 25.2775
[62] valid_0's poisson: -90.1282 valid_0's l1: 25.2201
[63] valid_0's poisson: -90.2323 valid_0's l1: 25.1658
[64] valid_0's poisson: -90.3418 valid_0's l1: 25.1099
[65] valid_0's poisson: -90.45 valid_0's l1: 25.0542
[66] valid_0's poisson: -90.5569 valid_0's l1: 24.9987
[67] valid_0's poisson: -90.6631 valid_0's l1: 24.9434
[68] valid_0's poisson: -90.7647 valid_0's l1: 24.8896
[69] valid_0's poisson: -90.8681 valid_0's l1: 24.8353
[70] valid_0's poisson: -90.9703 valid_0's l1: 24.7813
[71] valid_0's poisson: -91.0684 valid_0's l1: 24.728
[72] valid_0's poisson: -91.1688 valid_0's l1: 24.6744
[73] valid_0's poisson: -91.2657 valid_0's l1: 24.6216
[74] valid_0's poisson: -91.3613 valid_0's l1: 24.5695
[75] valid_0's poisson: -91.4521 valid_0's l1: 24.519
[76] valid_0's poisson: -91.546 valid_0's l1: 24.4675
[77] valid_0's poisson: -91.6389 valid_0's l1: 24.4161
[78] valid_0's poisson: -91.7309 valid_0's l1: 24.365
[79] valid_0's poisson: -91.8223 valid_0's l1: 24.3142
[80] valid_0's poisson: -91.9139 valid_0's l1: 24.2632
[81] valid_0's poisson: -92.0043 valid_0's l1: 24.2129
[82] valid_0's poisson: -92.0974 valid_0's l1: 24.1621
[83] valid_0's poisson: -92.1895 valid_0's l1: 24.1114
[84] valid_0's poisson: -92.2752 valid_0's l1: 24.0623
[85] valid_0's poisson: -92.3635 valid_0's l1: 24.0125
[86] valid_0's poisson: -92.4527 valid_0's l1: 23.963
[87] valid_0's poisson: -92.5409 valid_0's l1: 23.9138
[88] valid_0's poisson: -92.6332 valid_0's l1: 23.8628
[89] valid_0's poisson: -92.7245 valid_0's l1: 23.8121
[90] valid_0's poisson: -92.8148 valid_0's l1: 23.7616
[91] valid_0's poisson: -92.902 valid_0's l1: 23.712
[92] valid_0's poisson: -92.9948 valid_0's l1: 23.6606
[93] valid_0's poisson: -93.0887 valid_0's l1: 23.6095
[94] valid_0's poisson: -93.1652 valid_0's l1: 23.5634
[95] valid_0's poisson: -93.2521 valid_0's l1: 23.5141
[96] valid_0's poisson: -93.3428 valid_0's l1: 23.4643
[97] valid_0's poisson: -93.4338 valid_0's l1: 23.4131
[98] valid_0's poisson: -93.5169 valid_0's l1: 23.3647
[99] valid_0's poisson: -93.6007 valid_0's l1: 23.3163
[100] valid_0's poisson: -93.7443 valid_0's l1: 23.2568
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.5998 valid_0's l1: 29.2808
[2] valid_0's poisson: -80.8162 valid_0's l1: 29.2062
[3] valid_0's poisson: -81.0308 valid_0's l1: 29.1313
[4] valid_0's poisson: -81.2421 valid_0's l1: 29.0566
[5] valid_0's poisson: -81.4503 valid_0's l1: 28.9822
[6] valid_0's poisson: -81.6542 valid_0's l1: 28.9088
[7] valid_0's poisson: -81.8524 valid_0's l1: 28.8361
[8] valid_0's poisson: -82.0561 valid_0's l1: 28.7621
[9] valid_0's poisson: -82.2569 valid_0's l1: 28.6883
[10] valid_0's poisson: -82.4548 valid_0's l1: 28.6148
[11] valid_0's poisson: -82.6498 valid_0's l1: 28.5417
[12] valid_0's poisson: -82.8421 valid_0's l1: 28.4688
[13] valid_0's poisson: -83.0295 valid_0's l1: 28.3975
[14] valid_0's poisson: -83.2191 valid_0's l1: 28.3248
[15] valid_0's poisson: -83.4073 valid_0's l1: 28.2525
[16] valid_0's poisson: -83.5927 valid_0's l1: 28.1806
[17] valid_0's poisson: -83.7755 valid_0's l1: 28.1089
[18] valid_0's poisson: -83.9547 valid_0's l1: 28.0374
[19] valid_0's poisson: -84.1324 valid_0's l1: 27.9664
[20] valid_0's poisson: -84.3076 valid_0's l1: 27.8958
[21] valid_0's poisson: -84.4803 valid_0's l1: 27.8254
[22] valid_0's poisson: -84.6488 valid_0's l1: 27.7558
[23] valid_0's poisson: -84.817 valid_0's l1: 27.6861
[24] valid_0's poisson: -84.9846 valid_0's l1: 27.6168
[25] valid_0's poisson: -85.149 valid_0's l1: 27.5483
[26] valid_0's poisson: -85.3113 valid_0's l1: 27.48
[27] valid_0's poisson: -85.467 valid_0's l1: 27.4139
[28] valid_0's poisson: -85.6211 valid_0's l1: 27.3474
[29] valid_0's poisson: -85.7731 valid_0's l1: 27.2812
[30] valid_0's poisson: -85.9272 valid_0's l1: 27.2142
[31] valid_0's poisson: -86.0735 valid_0's l1: 27.1499
[32] valid_0's poisson: -86.2213 valid_0's l1: 27.0847
[33] valid_0's poisson: -86.374 valid_0's l1: 27.018
[34] valid_0's poisson: -86.5164 valid_0's l1: 26.9543
[35] valid_0's poisson: -86.6698 valid_0's l1: 26.8871
[36] valid_0's poisson: -86.8214 valid_0's l1: 26.8202
[37] valid_0's poisson: -86.9711 valid_0's l1: 26.7538
[38] valid_0's poisson: -87.1191 valid_0's l1: 26.6878
[39] valid_0's poisson: -87.2653 valid_0's l1: 26.6223
[40] valid_0's poisson: -87.4018 valid_0's l1: 26.559
[41] valid_0's poisson: -87.5384 valid_0's l1: 26.4951
[42] valid_0's poisson: -87.6803 valid_0's l1: 26.4302
[43] valid_0's poisson: -87.8196 valid_0's l1: 26.366
[44] valid_0's poisson: -87.9519 valid_0's l1: 26.3031
[45] valid_0's poisson: -88.0887 valid_0's l1: 26.2393
[46] valid_0's poisson: -88.223 valid_0's l1: 26.1768
[47] valid_0's poisson: -88.3556 valid_0's l1: 26.1147
[48] valid_0's poisson: -88.4806 valid_0's l1: 26.0541
[49] valid_0's poisson: -88.6106 valid_0's l1: 25.9927
[50] valid_0's poisson: -88.7384 valid_0's l1: 25.932
[51] valid_0's poisson: -88.8649 valid_0's l1: 25.8715
[52] valid_0's poisson: -88.9896 valid_0's l1: 25.8112
[53] valid_0's poisson: -89.1066 valid_0's l1: 25.7531
[54] valid_0's poisson: -89.223 valid_0's l1: 25.6948
[55] valid_0's poisson: -89.3435 valid_0's l1: 25.6357
[56] valid_0's poisson: -89.4632 valid_0's l1: 25.5766
[57] valid_0's poisson: -89.5742 valid_0's l1: 25.5193
[58] valid_0's poisson: -89.6819 valid_0's l1: 25.463
[59] valid_0's poisson: -89.7905 valid_0's l1: 25.4063
[60] valid_0's poisson: -89.9047 valid_0's l1: 25.3486
[61] valid_0's poisson: -90.0161 valid_0's l1: 25.292
[62] valid_0's poisson: -90.1201 valid_0's l1: 25.237
[63] valid_0's poisson: -90.223 valid_0's l1: 25.1822
[64] valid_0's poisson: -90.3247 valid_0's l1: 25.1277
[65] valid_0's poisson: -90.4283 valid_0's l1: 25.0734
[66] valid_0's poisson: -90.5349 valid_0's l1: 25.0175
[67] valid_0's poisson: -90.6403 valid_0's l1: 24.962
[68] valid_0's poisson: -90.7445 valid_0's l1: 24.9069
[69] valid_0's poisson: -90.8475 valid_0's l1: 24.853
[70] valid_0's poisson: -90.9445 valid_0's l1: 24.8008
[71] valid_0's poisson: -91.0484 valid_0's l1: 24.7458
[72] valid_0's poisson: -91.1482 valid_0's l1: 24.6927
[73] valid_0's poisson: -91.2427 valid_0's l1: 24.6412
[74] valid_0's poisson: -91.3361 valid_0's l1: 24.59
[75] valid_0's poisson: -91.4296 valid_0's l1: 24.5385
[76] valid_0's poisson: -91.5221 valid_0's l1: 24.4874
[77] valid_0's poisson: -91.61 valid_0's l1: 24.4373
[78] valid_0's poisson: -91.7069 valid_0's l1: 24.3842
[79] valid_0's poisson: -91.7961 valid_0's l1: 24.3338
[80] valid_0's poisson: -91.8844 valid_0's l1: 24.2838
[81] valid_0's poisson: -91.9718 valid_0's l1: 24.2342
[82] valid_0's poisson: -92.0651 valid_0's l1: 24.1829
[83] valid_0's poisson: -92.1502 valid_0's l1: 24.1341
[84] valid_0's poisson: -92.2416 valid_0's l1: 24.0833
[85] valid_0's poisson: -92.332 valid_0's l1: 24.0327
[86] valid_0's poisson: -92.4146 valid_0's l1: 23.9845
[87] valid_0's poisson: -92.4964 valid_0's l1: 23.9369
[88] valid_0's poisson: -92.5773 valid_0's l1: 23.8896
[89] valid_0's poisson: -92.6625 valid_0's l1: 23.841
[90] valid_0's poisson: -92.7474 valid_0's l1: 23.7923
[91] valid_0's poisson: -92.8375 valid_0's l1: 23.7419
[92] valid_0's poisson: -92.9265 valid_0's l1: 23.692
[93] valid_0's poisson: -93.0162 valid_0's l1: 23.6419
[94] valid_0's poisson: -93.0948 valid_0's l1: 23.5959
[95] valid_0's poisson: -93.1724 valid_0's l1: 23.5502
[96] valid_0's poisson: -93.2494 valid_0's l1: 23.5046
[97] valid_0's poisson: -93.3352 valid_0's l1: 23.4558
[98] valid_0's poisson: -93.4106 valid_0's l1: 23.4106
[99] valid_0's poisson: -93.4963 valid_0's l1: 23.3617
[100] valid_0's poisson: -93.6245 valid_0's l1: 23.3057
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.6003 valid_0's l1: 29.2807
[2] valid_0's poisson: -80.815 valid_0's l1: 29.2056
[3] valid_0's poisson: -81.0265 valid_0's l1: 29.1307
[4] valid_0's poisson: -81.2349 valid_0's l1: 29.0562
[5] valid_0's poisson: -81.4402 valid_0's l1: 28.9819
[6] valid_0's poisson: -81.6425 valid_0's l1: 28.908
[7] valid_0's poisson: -81.8419 valid_0's l1: 28.8345
[8] valid_0's poisson: -82.0371 valid_0's l1: 28.7622
[9] valid_0's poisson: -82.2388 valid_0's l1: 28.688
[10] valid_0's poisson: -82.4377 valid_0's l1: 28.614
[11] valid_0's poisson: -82.6337 valid_0's l1: 28.5403
[12] valid_0's poisson: -82.8192 valid_0's l1: 28.4683
[13] valid_0's poisson: -83.0098 valid_0's l1: 28.3953
[14] valid_0's poisson: -83.1922 valid_0's l1: 28.3251
[15] valid_0's poisson: -83.3722 valid_0's l1: 28.255
[16] valid_0's poisson: -83.5501 valid_0's l1: 28.1848
[17] valid_0's poisson: -83.725 valid_0's l1: 28.1153
[18] valid_0's poisson: -83.898 valid_0's l1: 28.0458
[19] valid_0's poisson: -84.077 valid_0's l1: 27.9751
[20] valid_0's poisson: -84.2503 valid_0's l1: 27.9047
[21] valid_0's poisson: -84.4159 valid_0's l1: 27.8368
[22] valid_0's poisson: -84.5792 valid_0's l1: 27.7692
[23] valid_0's poisson: -84.7408 valid_0's l1: 27.7015
[24] valid_0's poisson: -84.8998 valid_0's l1: 27.6344
[25] valid_0's poisson: -85.0572 valid_0's l1: 27.5675
[26] valid_0's poisson: -85.212 valid_0's l1: 27.502
[27] valid_0's poisson: -85.3654 valid_0's l1: 27.4365
[28] valid_0's poisson: -85.5167 valid_0's l1: 27.3711
[29] valid_0's poisson: -85.6656 valid_0's l1: 27.3065
[30] valid_0's poisson: -85.8131 valid_0's l1: 27.2417
[31] valid_0's poisson: -85.9693 valid_0's l1: 27.1741
[32] valid_0's poisson: -86.1128 valid_0's l1: 27.1106
[33] valid_0's poisson: -86.2672 valid_0's l1: 27.0431
[34] valid_0's poisson: -86.4128 valid_0's l1: 26.9786
[35] valid_0's poisson: -86.5564 valid_0's l1: 26.9144
[36] valid_0's poisson: -86.6981 valid_0's l1: 26.8506
[37] valid_0's poisson: -86.8381 valid_0's l1: 26.7872
[38] valid_0's poisson: -86.9763 valid_0's l1: 26.7244
[39] valid_0's poisson: -87.1127 valid_0's l1: 26.6621
[40] valid_0's poisson: -87.2545 valid_0's l1: 26.5975
[41] valid_0's poisson: -87.3913 valid_0's l1: 26.5344
[42] valid_0's poisson: -87.5232 valid_0's l1: 26.4733
[43] valid_0's poisson: -87.6535 valid_0's l1: 26.4122
[44] valid_0's poisson: -87.7855 valid_0's l1: 26.3501
[45] valid_0's poisson: -87.913 valid_0's l1: 26.2891
[46] valid_0's poisson: -88.0387 valid_0's l1: 26.229
[47] valid_0's poisson: -88.1628 valid_0's l1: 26.1691
[48] valid_0's poisson: -88.2855 valid_0's l1: 26.1095
[49] valid_0's poisson: -88.4071 valid_0's l1: 26.0505
[50] valid_0's poisson: -88.5269 valid_0's l1: 25.9917
[51] valid_0's poisson: -88.6517 valid_0's l1: 25.9309
[52] valid_0's poisson: -88.7694 valid_0's l1: 25.8726
[53] valid_0's poisson: -88.8971 valid_0's l1: 25.8117
[54] valid_0's poisson: -89.0129 valid_0's l1: 25.7536
[55] valid_0's poisson: -89.1271 valid_0's l1: 25.696
[56] valid_0's poisson: -89.2448 valid_0's l1: 25.6375
[57] valid_0's poisson: -89.3608 valid_0's l1: 25.5798
[58] valid_0's poisson: -89.4713 valid_0's l1: 25.5231
[59] valid_0's poisson: -89.5805 valid_0's l1: 25.4667
[60] valid_0's poisson: -89.6884 valid_0's l1: 25.4109
[61] valid_0's poisson: -89.803 valid_0's l1: 25.3534
[62] valid_0's poisson: -89.9162 valid_0's l1: 25.2961
[63] valid_0's poisson: -90.0226 valid_0's l1: 25.2406
[64] valid_0's poisson: -90.1278 valid_0's l1: 25.1854
[65] valid_0's poisson: -90.2318 valid_0's l1: 25.1305
[66] valid_0's poisson: -90.3396 valid_0's l1: 25.0749
[67] valid_0's poisson: -90.4411 valid_0's l1: 25.021
[68] valid_0's poisson: -90.544 valid_0's l1: 24.9666
[69] valid_0's poisson: -90.6458 valid_0's l1: 24.9128
[70] valid_0's poisson: -90.7433 valid_0's l1: 24.8605
[71] valid_0's poisson: -90.8446 valid_0's l1: 24.8067
[72] valid_0's poisson: -90.945 valid_0's l1: 24.7536
[73] valid_0's poisson: -91.0439 valid_0's l1: 24.7005
[74] valid_0's poisson: -91.1435 valid_0's l1: 24.6469
[75] valid_0's poisson: -91.2442 valid_0's l1: 24.5935
[76] valid_0's poisson: -91.3459 valid_0's l1: 24.5399
[77] valid_0's poisson: -91.4416 valid_0's l1: 24.4878
[78] valid_0's poisson: -91.5383 valid_0's l1: 24.4359
[79] valid_0's poisson: -91.6363 valid_0's l1: 24.3834
[80] valid_0's poisson: -91.7309 valid_0's l1: 24.3316
[81] valid_0's poisson: -91.8245 valid_0's l1: 24.28
[82] valid_0's poisson: -91.9205 valid_0's l1: 24.2274
[83] valid_0's poisson: -92.015 valid_0's l1: 24.1756
[84] valid_0's poisson: -92.1047 valid_0's l1: 24.1251
[85] valid_0's poisson: -92.1937 valid_0's l1: 24.0751
[86] valid_0's poisson: -92.2811 valid_0's l1: 24.0252
[87] valid_0's poisson: -92.3711 valid_0's l1: 23.9751
[88] valid_0's poisson: -92.4602 valid_0's l1: 23.9254
[89] valid_0's poisson: -92.5483 valid_0's l1: 23.8761
[90] valid_0's poisson: -92.6313 valid_0's l1: 23.8283
[91] valid_0's poisson: -92.7144 valid_0's l1: 23.7801
[92] valid_0's poisson: -92.7967 valid_0's l1: 23.7323
[93] valid_0's poisson: -92.8782 valid_0's l1: 23.6846
[94] valid_0's poisson: -92.9588 valid_0's l1: 23.6374
[95] valid_0's poisson: -93.041 valid_0's l1: 23.5899
[96] valid_0's poisson: -93.1328 valid_0's l1: 23.5396
[97] valid_0's poisson: -93.2146 valid_0's l1: 23.4921
[98] valid_0's poisson: -93.2956 valid_0's l1: 23.4446
[99] valid_0's poisson: -93.3757 valid_0's l1: 23.3973
[100] valid_0's poisson: -93.4505 valid_0's l1: 23.3522
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=10, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.5842 valid_0's l1: 29.286
[2] valid_0's poisson: -80.7832 valid_0's l1: 29.2161
[3] valid_0's poisson: -80.9792 valid_0's l1: 29.1464
[4] valid_0's poisson: -81.1725 valid_0's l1: 29.077
[5] valid_0's poisson: -81.363 valid_0's l1: 29.0079
[6] valid_0's poisson: -81.5508 valid_0's l1: 28.9391
[7] valid_0's poisson: -81.7361 valid_0's l1: 28.8707
[8] valid_0's poisson: -81.9187 valid_0's l1: 28.8028
[9] valid_0's poisson: -82.0988 valid_0's l1: 28.7351
[10] valid_0's poisson: -82.2765 valid_0's l1: 28.6676
[11] valid_0's poisson: -82.4518 valid_0's l1: 28.6005
[12] valid_0's poisson: -82.6247 valid_0's l1: 28.5336
[13] valid_0's poisson: -82.7953 valid_0's l1: 28.467
[14] valid_0's poisson: -82.9636 valid_0's l1: 28.401
[15] valid_0's poisson: -83.1373 valid_0's l1: 28.3337
[16] valid_0's poisson: -83.3086 valid_0's l1: 28.2667
[17] valid_0's poisson: -83.4776 valid_0's l1: 28.1999
[18] valid_0's poisson: -83.6443 valid_0's l1: 28.1335
[19] valid_0's poisson: -83.8048 valid_0's l1: 28.069
[20] valid_0's poisson: -83.967 valid_0's l1: 28.0033
[21] valid_0's poisson: -84.1333 valid_0's l1: 27.937
[22] valid_0's poisson: -84.2973 valid_0's l1: 27.8713
[23] valid_0's poisson: -84.4589 valid_0's l1: 27.8061
[24] valid_0's poisson: -84.614 valid_0's l1: 27.7418
[25] valid_0's poisson: -84.7719 valid_0's l1: 27.6768
[26] valid_0's poisson: -84.9276 valid_0's l1: 27.6123
[27] valid_0's poisson: -85.0767 valid_0's l1: 27.5492
[28] valid_0's poisson: -85.2287 valid_0's l1: 27.4854
[29] valid_0's poisson: -85.3848 valid_0's l1: 27.4205
[30] valid_0's poisson: -85.5388 valid_0's l1: 27.3559
[31] valid_0's poisson: -85.6907 valid_0's l1: 27.2918
[32] valid_0's poisson: -85.8406 valid_0's l1: 27.2277
[33] valid_0's poisson: -85.9886 valid_0's l1: 27.1639
[34] valid_0's poisson: -86.1243 valid_0's l1: 27.103
[35] valid_0's poisson: -86.2686 valid_0's l1: 27.04
[36] valid_0's poisson: -86.4011 valid_0's l1: 26.9797
[37] valid_0's poisson: -86.5417 valid_0's l1: 26.9176
[38] valid_0's poisson: -86.6807 valid_0's l1: 26.8557
[39] valid_0's poisson: -86.8178 valid_0's l1: 26.7946
[40] valid_0's poisson: -86.9532 valid_0's l1: 26.7337
[41] valid_0's poisson: -87.0811 valid_0's l1: 26.6747
[42] valid_0's poisson: -87.2132 valid_0's l1: 26.6144
[43] valid_0's poisson: -87.3445 valid_0's l1: 26.5547
[44] valid_0's poisson: -87.4742 valid_0's l1: 26.495
[45] valid_0's poisson: -87.6023 valid_0's l1: 26.4359
[46] valid_0's poisson: -87.7191 valid_0's l1: 26.3792
[47] valid_0's poisson: -87.8433 valid_0's l1: 26.3206
[48] valid_0's poisson: -87.9574 valid_0's l1: 26.2644
[49] valid_0's poisson: -88.0803 valid_0's l1: 26.2061
[50] valid_0's poisson: -88.2017 valid_0's l1: 26.1479
[51] valid_0's poisson: -88.3217 valid_0's l1: 26.0905
[52] valid_0's poisson: -88.4306 valid_0's l1: 26.0358
[53] valid_0's poisson: -88.5461 valid_0's l1: 25.9796
[54] valid_0's poisson: -88.6573 valid_0's l1: 25.924
[55] valid_0's poisson: -88.7701 valid_0's l1: 25.8682
[56] valid_0's poisson: -88.8818 valid_0's l1: 25.8127
[57] valid_0's poisson: -88.9943 valid_0's l1: 25.757
[58] valid_0's poisson: -89.1007 valid_0's l1: 25.7028
[59] valid_0's poisson: -89.2087 valid_0's l1: 25.6484
[60] valid_0's poisson: -89.3176 valid_0's l1: 25.5938
[61] valid_0's poisson: -89.4252 valid_0's l1: 25.5394
[62] valid_0's poisson: -89.5316 valid_0's l1: 25.4852
[63] valid_0's poisson: -89.6323 valid_0's l1: 25.4321
[64] valid_0's poisson: -89.734 valid_0's l1: 25.3797
[65] valid_0's poisson: -89.8326 valid_0's l1: 25.3277
[66] valid_0's poisson: -89.9321 valid_0's l1: 25.2758
[67] valid_0's poisson: -90.0285 valid_0's l1: 25.2244
[68] valid_0's poisson: -90.1259 valid_0's l1: 25.1732
[69] valid_0's poisson: -90.2223 valid_0's l1: 25.1221
[70] valid_0's poisson: -90.3158 valid_0's l1: 25.0715
[71] valid_0's poisson: -90.4083 valid_0's l1: 25.0214
[72] valid_0's poisson: -90.4995 valid_0's l1: 24.9724
[73] valid_0's poisson: -90.5871 valid_0's l1: 24.9239
[74] valid_0's poisson: -90.6806 valid_0's l1: 24.8738
[75] valid_0's poisson: -90.7781 valid_0's l1: 24.8225
[76] valid_0's poisson: -90.8654 valid_0's l1: 24.7745
[77] valid_0's poisson: -90.9561 valid_0's l1: 24.7254
[78] valid_0's poisson: -91.0393 valid_0's l1: 24.6784
[79] valid_0's poisson: -91.1242 valid_0's l1: 24.6308
[80] valid_0's poisson: -91.2085 valid_0's l1: 24.5833
[81] valid_0's poisson: -91.2915 valid_0's l1: 24.5366
[82] valid_0's poisson: -91.3737 valid_0's l1: 24.4902
[83] valid_0's poisson: -91.455 valid_0's l1: 24.4441
[84] valid_0's poisson: -91.5375 valid_0's l1: 24.3987
[85] valid_0's poisson: -91.6192 valid_0's l1: 24.3538
[86] valid_0's poisson: -91.7001 valid_0's l1: 24.3092
[87] valid_0's poisson: -91.7762 valid_0's l1: 24.2649
[88] valid_0's poisson: -91.8509 valid_0's l1: 24.2222
[89] valid_0's poisson: -91.9249 valid_0's l1: 24.18
[90] valid_0's poisson: -91.9988 valid_0's l1: 24.1367
[91] valid_0's poisson: -92.0719 valid_0's l1: 24.0937
[92] valid_0's poisson: -92.1444 valid_0's l1: 24.0507
[93] valid_0's poisson: -92.2186 valid_0's l1: 24.0077
[94] valid_0's poisson: -92.292 valid_0's l1: 23.9648
[95] valid_0's poisson: -92.3648 valid_0's l1: 23.9221
[96] valid_0's poisson: -92.4368 valid_0's l1: 23.8797
[97] valid_0's poisson: -92.5106 valid_0's l1: 23.8366
[98] valid_0's poisson: -92.5836 valid_0's l1: 23.7939
[99] valid_0's poisson: -92.6535 valid_0's l1: 23.7525
[100] valid_0's poisson: -92.7262 valid_0's l1: 23.7102
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.5893 valid_0's l1: 29.2842
[2] valid_0's poisson: -80.7875 valid_0's l1: 29.2142
[3] valid_0's poisson: -80.9828 valid_0's l1: 29.1446
[4] valid_0's poisson: -81.1754 valid_0's l1: 29.0752
[5] valid_0's poisson: -81.3652 valid_0's l1: 29.0061
[6] valid_0's poisson: -81.5523 valid_0's l1: 28.9372
[7] valid_0's poisson: -81.7367 valid_0's l1: 28.8687
[8] valid_0's poisson: -81.9276 valid_0's l1: 28.7994
[9] valid_0's poisson: -82.1156 valid_0's l1: 28.7305
[10] valid_0's poisson: -82.301 valid_0's l1: 28.662
[11] valid_0's poisson: -82.4837 valid_0's l1: 28.5937
[12] valid_0's poisson: -82.6638 valid_0's l1: 28.5256
[13] valid_0's poisson: -82.8413 valid_0's l1: 28.458
[14] valid_0's poisson: -83.0142 valid_0's l1: 28.3915
[15] valid_0's poisson: -83.1895 valid_0's l1: 28.3228
[16] valid_0's poisson: -83.3625 valid_0's l1: 28.2546
[17] valid_0's poisson: -83.5331 valid_0's l1: 28.1867
[18] valid_0's poisson: -83.7014 valid_0's l1: 28.119
[19] valid_0's poisson: -83.8726 valid_0's l1: 28.0508
[20] valid_0's poisson: -84.0363 valid_0's l1: 27.9841
[21] valid_0's poisson: -84.203 valid_0's l1: 27.9169
[22] valid_0's poisson: -84.3673 valid_0's l1: 27.8499
[23] valid_0's poisson: -84.5295 valid_0's l1: 27.7832
[24] valid_0's poisson: -84.6894 valid_0's l1: 27.7169
[25] valid_0's poisson: -84.8472 valid_0's l1: 27.651
[26] valid_0's poisson: -84.9931 valid_0's l1: 27.588
[27] valid_0's poisson: -85.1457 valid_0's l1: 27.5243
[28] valid_0's poisson: -85.2993 valid_0's l1: 27.4603
[29] valid_0's poisson: -85.4508 valid_0's l1: 27.3966
[30] valid_0's poisson: -85.6003 valid_0's l1: 27.3332
[31] valid_0's poisson: -85.7478 valid_0's l1: 27.2701
[32] valid_0's poisson: -85.8935 valid_0's l1: 27.2074
[33] valid_0's poisson: -86.0355 valid_0's l1: 27.1449
[34] valid_0's poisson: -86.1726 valid_0's l1: 27.0838
[35] valid_0's poisson: -86.3181 valid_0's l1: 27.0208
[36] valid_0's poisson: -86.4616 valid_0's l1: 26.9581
[37] valid_0's poisson: -86.6029 valid_0's l1: 26.8965
[38] valid_0's poisson: -86.7328 valid_0's l1: 26.8369
[39] valid_0's poisson: -86.8706 valid_0's l1: 26.7759
[40] valid_0's poisson: -87.0067 valid_0's l1: 26.7154
[41] valid_0's poisson: -87.1318 valid_0's l1: 26.6567
[42] valid_0's poisson: -87.2646 valid_0's l1: 26.5967
[43] valid_0's poisson: -87.3956 valid_0's l1: 26.5369
[44] valid_0's poisson: -87.5251 valid_0's l1: 26.4775
[45] valid_0's poisson: -87.6533 valid_0's l1: 26.4178
[46] valid_0's poisson: -87.78 valid_0's l1: 26.3584
[47] valid_0's poisson: -87.9047 valid_0's l1: 26.3
[48] valid_0's poisson: -88.0281 valid_0's l1: 26.2417
[49] valid_0's poisson: -88.1499 valid_0's l1: 26.1837
[50] valid_0's poisson: -88.2702 valid_0's l1: 26.126
[51] valid_0's poisson: -88.389 valid_0's l1: 26.069
[52] valid_0's poisson: -88.5065 valid_0's l1: 26.0122
[53] valid_0's poisson: -88.6266 valid_0's l1: 25.9546
[54] valid_0's poisson: -88.7406 valid_0's l1: 25.8988
[55] valid_0's poisson: -88.8538 valid_0's l1: 25.8431
[56] valid_0's poisson: -88.965 valid_0's l1: 25.7879
[57] valid_0's poisson: -89.075 valid_0's l1: 25.733
[58] valid_0's poisson: -89.1807 valid_0's l1: 25.6789
[59] valid_0's poisson: -89.2882 valid_0's l1: 25.6248
[60] valid_0's poisson: -89.3921 valid_0's l1: 25.5717
[61] valid_0's poisson: -89.4943 valid_0's l1: 25.5188
[62] valid_0's poisson: -89.5953 valid_0's l1: 25.4662
[63] valid_0's poisson: -89.6958 valid_0's l1: 25.4137
[64] valid_0's poisson: -89.7946 valid_0's l1: 25.3617
[65] valid_0's poisson: -89.8922 valid_0's l1: 25.31
[66] valid_0's poisson: -89.9872 valid_0's l1: 25.2595
[67] valid_0's poisson: -90.0811 valid_0's l1: 25.2093
[68] valid_0's poisson: -90.1756 valid_0's l1: 25.1582
[69] valid_0's poisson: -90.273 valid_0's l1: 25.1065
[70] valid_0's poisson: -90.3694 valid_0's l1: 25.0557
[71] valid_0's poisson: -90.4582 valid_0's l1: 25.0069
[72] valid_0's poisson: -90.5461 valid_0's l1: 24.9583
[73] valid_0's poisson: -90.633 valid_0's l1: 24.9099
[74] valid_0's poisson: -90.7194 valid_0's l1: 24.8618
[75] valid_0's poisson: -90.8049 valid_0's l1: 24.8141
[76] valid_0's poisson: -90.8891 valid_0's l1: 24.7665
[77] valid_0's poisson: -90.9751 valid_0's l1: 24.7186
[78] valid_0's poisson: -91.0602 valid_0's l1: 24.671
[79] valid_0's poisson: -91.1444 valid_0's l1: 24.6237
[80] valid_0's poisson: -91.2278 valid_0's l1: 24.5767
[81] valid_0's poisson: -91.3132 valid_0's l1: 24.5292
[82] valid_0's poisson: -91.3976 valid_0's l1: 24.4822
[83] valid_0's poisson: -91.4806 valid_0's l1: 24.436
[84] valid_0's poisson: -91.5628 valid_0's l1: 24.3904
[85] valid_0's poisson: -91.6428 valid_0's l1: 24.3445
[86] valid_0's poisson: -91.7336 valid_0's l1: 24.2956
[87] valid_0's poisson: -91.8235 valid_0's l1: 24.2472
[88] valid_0's poisson: -91.9011 valid_0's l1: 24.2019
[89] valid_0's poisson: -91.9773 valid_0's l1: 24.1574
[90] valid_0's poisson: -92.0588 valid_0's l1: 24.1115
[91] valid_0's poisson: -92.134 valid_0's l1: 24.0674
[92] valid_0's poisson: -92.208 valid_0's l1: 24.024
[93] valid_0's poisson: -92.2818 valid_0's l1: 23.9805
[94] valid_0's poisson: -92.3543 valid_0's l1: 23.9376
[95] valid_0's poisson: -92.4261 valid_0's l1: 23.895
[96] valid_0's poisson: -92.4977 valid_0's l1: 23.8522
[97] valid_0's poisson: -92.5681 valid_0's l1: 23.81
[98] valid_0's poisson: -92.639 valid_0's l1: 23.768
[99] valid_0's poisson: -92.7097 valid_0's l1: 23.7258
[100] valid_0's poisson: -92.7791 valid_0's l1: 23.6843
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.5899 valid_0's l1: 29.2843
[2] valid_0's poisson: -80.794 valid_0's l1: 29.2131
[3] valid_0's poisson: -80.9951 valid_0's l1: 29.1421
[4] valid_0's poisson: -81.1934 valid_0's l1: 29.0711
[5] valid_0's poisson: -81.3887 valid_0's l1: 29.0007
[6] valid_0's poisson: -81.5813 valid_0's l1: 28.9306
[7] valid_0's poisson: -81.7712 valid_0's l1: 28.8606
[8] valid_0's poisson: -81.9583 valid_0's l1: 28.7914
[9] valid_0's poisson: -82.1428 valid_0's l1: 28.7225
[10] valid_0's poisson: -82.3248 valid_0's l1: 28.6535
[11] valid_0's poisson: -82.5042 valid_0's l1: 28.5851
[12] valid_0's poisson: -82.6812 valid_0's l1: 28.5166
[13] valid_0's poisson: -82.8557 valid_0's l1: 28.4488
[14] valid_0's poisson: -83.0279 valid_0's l1: 28.3818
[15] valid_0's poisson: -83.2108 valid_0's l1: 28.3122
[16] valid_0's poisson: -83.3906 valid_0's l1: 28.2431
[17] valid_0's poisson: -83.5684 valid_0's l1: 28.1741
[18] valid_0's poisson: -83.743 valid_0's l1: 28.1059
[19] valid_0's poisson: -83.9157 valid_0's l1: 28.0376
[20] valid_0's poisson: -84.0855 valid_0's l1: 27.9705
[21] valid_0's poisson: -84.2429 valid_0's l1: 27.9059
[22] valid_0's poisson: -84.3994 valid_0's l1: 27.8411
[23] valid_0's poisson: -84.5538 valid_0's l1: 27.7766
[24] valid_0's poisson: -84.7067 valid_0's l1: 27.712
[25] valid_0's poisson: -84.8571 valid_0's l1: 27.6481
[26] valid_0's poisson: -85.0061 valid_0's l1: 27.5844
[27] valid_0's poisson: -85.1522 valid_0's l1: 27.5218
[28] valid_0's poisson: -85.296 valid_0's l1: 27.4599
[29] valid_0's poisson: -85.4389 valid_0's l1: 27.3978
[30] valid_0's poisson: -85.5889 valid_0's l1: 27.3339
[31] valid_0's poisson: -85.7352 valid_0's l1: 27.2709
[32] valid_0's poisson: -85.8725 valid_0's l1: 27.2098
[33] valid_0's poisson: -86.0165 valid_0's l1: 27.1472
[34] valid_0's poisson: -86.1591 valid_0's l1: 27.0846
[35] valid_0's poisson: -86.2992 valid_0's l1: 27.0223
[36] valid_0's poisson: -86.438 valid_0's l1: 26.9604
[37] valid_0's poisson: -86.5793 valid_0's l1: 26.8984
[38] valid_0's poisson: -86.7192 valid_0's l1: 26.8366
[39] valid_0's poisson: -86.8568 valid_0's l1: 26.7757
[40] valid_0's poisson: -86.9932 valid_0's l1: 26.7147
[41] valid_0's poisson: -87.1273 valid_0's l1: 26.6544
[42] valid_0's poisson: -87.2603 valid_0's l1: 26.5941
[43] valid_0's poisson: -87.3911 valid_0's l1: 26.5344
[44] valid_0's poisson: -87.5207 valid_0's l1: 26.4746
[45] valid_0's poisson: -87.6487 valid_0's l1: 26.4153
[46] valid_0's poisson: -87.7747 valid_0's l1: 26.3566
[47] valid_0's poisson: -87.9047 valid_0's l1: 26.2967
[48] valid_0's poisson: -88.033 valid_0's l1: 26.2372
[49] valid_0's poisson: -88.1598 valid_0's l1: 26.178
[50] valid_0's poisson: -88.2802 valid_0's l1: 26.1203
[51] valid_0's poisson: -88.4041 valid_0's l1: 26.0618
[52] valid_0's poisson: -88.5212 valid_0's l1: 26.0054
[53] valid_0's poisson: -88.637 valid_0's l1: 25.9492
[54] valid_0's poisson: -88.7448 valid_0's l1: 25.8944
[55] valid_0's poisson: -88.8581 valid_0's l1: 25.8389
[56] valid_0's poisson: -88.9701 valid_0's l1: 25.7837
[57] valid_0's poisson: -89.0809 valid_0's l1: 25.7283
[58] valid_0's poisson: -89.1956 valid_0's l1: 25.6721
[59] valid_0's poisson: -89.3035 valid_0's l1: 25.6179
[60] valid_0's poisson: -89.4104 valid_0's l1: 25.5635
[61] valid_0's poisson: -89.5099 valid_0's l1: 25.5113
[62] valid_0's poisson: -89.6109 valid_0's l1: 25.4584
[63] valid_0's poisson: -89.7107 valid_0's l1: 25.4057
[64] valid_0's poisson: -89.8094 valid_0's l1: 25.3537
[65] valid_0's poisson: -89.9071 valid_0's l1: 25.302
[66] valid_0's poisson: -90.0018 valid_0's l1: 25.2515
[67] valid_0's poisson: -90.0956 valid_0's l1: 25.2012
[68] valid_0's poisson: -90.1883 valid_0's l1: 25.1511
[69] valid_0's poisson: -90.28 valid_0's l1: 25.1011
[70] valid_0's poisson: -90.3708 valid_0's l1: 25.0518
[71] valid_0's poisson: -90.4622 valid_0's l1: 25.0024
[72] valid_0's poisson: -90.5527 valid_0's l1: 24.9532
[73] valid_0's poisson: -90.6421 valid_0's l1: 24.9043
[74] valid_0's poisson: -90.736 valid_0's l1: 24.8543
[75] valid_0's poisson: -90.8284 valid_0's l1: 24.8048
[76] valid_0's poisson: -90.92 valid_0's l1: 24.7553
[77] valid_0's poisson: -91.0058 valid_0's l1: 24.7076
[78] valid_0's poisson: -91.0907 valid_0's l1: 24.6601
[79] valid_0's poisson: -91.1748 valid_0's l1: 24.6129
[80] valid_0's poisson: -91.2581 valid_0's l1: 24.5666
[81] valid_0's poisson: -91.3498 valid_0's l1: 24.5178
[82] valid_0's poisson: -91.4358 valid_0's l1: 24.4709
[83] valid_0's poisson: -91.5261 valid_0's l1: 24.4225
[84] valid_0's poisson: -91.6099 valid_0's l1: 24.3765
[85] valid_0's poisson: -91.6915 valid_0's l1: 24.3312
[86] valid_0's poisson: -91.7736 valid_0's l1: 24.2858
[87] valid_0's poisson: -91.8536 valid_0's l1: 24.2409
[88] valid_0's poisson: -91.9305 valid_0's l1: 24.1967
[89] valid_0's poisson: -92.008 valid_0's l1: 24.152
[90] valid_0's poisson: -92.0824 valid_0's l1: 24.1082
[91] valid_0's poisson: -92.159 valid_0's l1: 24.0644
[92] valid_0's poisson: -92.2347 valid_0's l1: 24.0207
[93] valid_0's poisson: -92.3097 valid_0's l1: 23.9775
[94] valid_0's poisson: -92.3821 valid_0's l1: 23.9351
[95] valid_0's poisson: -92.4538 valid_0's l1: 23.8928
[96] valid_0's poisson: -92.5248 valid_0's l1: 23.8507
[97] valid_0's poisson: -92.5969 valid_0's l1: 23.8086
[98] valid_0's poisson: -92.6664 valid_0's l1: 23.7674
[99] valid_0's poisson: -92.7359 valid_0's l1: 23.7264
[100] valid_0's poisson: -92.8046 valid_0's l1: 23.6857
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.5848 valid_0's l1: 29.2858
[2] valid_0's poisson: -80.7907 valid_0's l1: 29.2149
[3] valid_0's poisson: -80.9922 valid_0's l1: 29.1443
[4] valid_0's poisson: -81.1925 valid_0's l1: 29.0736
[5] valid_0's poisson: -81.3882 valid_0's l1: 29.0036
[6] valid_0's poisson: -81.5826 valid_0's l1: 28.9335
[7] valid_0's poisson: -81.7726 valid_0's l1: 28.8643
[8] valid_0's poisson: -81.9607 valid_0's l1: 28.7954
[9] valid_0's poisson: -82.1458 valid_0's l1: 28.7267
[10] valid_0's poisson: -82.3282 valid_0's l1: 28.6583
[11] valid_0's poisson: -82.5084 valid_0's l1: 28.5903
[12] valid_0's poisson: -82.6876 valid_0's l1: 28.522
[13] valid_0's poisson: -82.8642 valid_0's l1: 28.454
[14] valid_0's poisson: -83.0384 valid_0's l1: 28.3864
[15] valid_0's poisson: -83.2088 valid_0's l1: 28.3197
[16] valid_0's poisson: -83.3786 valid_0's l1: 28.2528
[17] valid_0's poisson: -83.5461 valid_0's l1: 28.1861
[18] valid_0's poisson: -83.7112 valid_0's l1: 28.1199
[19] valid_0's poisson: -83.8726 valid_0's l1: 28.0545
[20] valid_0's poisson: -84.0337 valid_0's l1: 27.9889
[21] valid_0's poisson: -84.1927 valid_0's l1: 27.9235
[22] valid_0's poisson: -84.3496 valid_0's l1: 27.8589
[23] valid_0's poisson: -84.5021 valid_0's l1: 27.7957
[24] valid_0's poisson: -84.6658 valid_0's l1: 27.7291
[25] valid_0's poisson: -84.8226 valid_0's l1: 27.664
[26] valid_0's poisson: -84.9773 valid_0's l1: 27.5995
[27] valid_0's poisson: -85.1352 valid_0's l1: 27.5341
[28] valid_0's poisson: -85.2958 valid_0's l1: 27.4681
[29] valid_0's poisson: -85.4498 valid_0's l1: 27.4044
[30] valid_0's poisson: -85.6017 valid_0's l1: 27.3409
[31] valid_0's poisson: -85.7516 valid_0's l1: 27.2778
[32] valid_0's poisson: -85.8952 valid_0's l1: 27.2151
[33] valid_0's poisson: -86.0412 valid_0's l1: 27.1526
[34] valid_0's poisson: -86.1811 valid_0's l1: 27.0909
[35] valid_0's poisson: -86.3196 valid_0's l1: 27.0291
[36] valid_0's poisson: -86.4564 valid_0's l1: 26.9681
[37] valid_0's poisson: -86.5914 valid_0's l1: 26.907
[38] valid_0's poisson: -86.7251 valid_0's l1: 26.8467
[39] valid_0's poisson: -86.8651 valid_0's l1: 26.7847
[40] valid_0's poisson: -87.0033 valid_0's l1: 26.723
[41] valid_0's poisson: -87.1361 valid_0's l1: 26.6623
[42] valid_0's poisson: -87.2673 valid_0's l1: 26.6019
[43] valid_0's poisson: -87.3969 valid_0's l1: 26.542
[44] valid_0's poisson: -87.5249 valid_0's l1: 26.4824
[45] valid_0's poisson: -87.6514 valid_0's l1: 26.423
[46] valid_0's poisson: -87.7764 valid_0's l1: 26.3638
[47] valid_0's poisson: -87.8999 valid_0's l1: 26.3049
[48] valid_0's poisson: -88.0269 valid_0's l1: 26.245
[49] valid_0's poisson: -88.1471 valid_0's l1: 26.1871
[50] valid_0's poisson: -88.2708 valid_0's l1: 26.1284
[51] valid_0's poisson: -88.3881 valid_0's l1: 26.0715
[52] valid_0's poisson: -88.5041 valid_0's l1: 26.0148
[53] valid_0's poisson: -88.6187 valid_0's l1: 25.9585
[54] valid_0's poisson: -88.7374 valid_0's l1: 25.9008
[55] valid_0's poisson: -88.8492 valid_0's l1: 25.8457
[56] valid_0's poisson: -88.9598 valid_0's l1: 25.7905
[57] valid_0's poisson: -89.0743 valid_0's l1: 25.7342
[58] valid_0's poisson: -89.1822 valid_0's l1: 25.68
[59] valid_0's poisson: -89.2888 valid_0's l1: 25.626
[60] valid_0's poisson: -89.3974 valid_0's l1: 25.5716
[61] valid_0's poisson: -89.5019 valid_0's l1: 25.5181
[62] valid_0's poisson: -89.6084 valid_0's l1: 25.4643
[63] valid_0's poisson: -89.7085 valid_0's l1: 25.4117
[64] valid_0's poisson: -89.807 valid_0's l1: 25.36
[65] valid_0's poisson: -89.9045 valid_0's l1: 25.3085
[66] valid_0's poisson: -90.0008 valid_0's l1: 25.2573
[67] valid_0's poisson: -90.0963 valid_0's l1: 25.2062
[68] valid_0's poisson: -90.1983 valid_0's l1: 25.1539
[69] valid_0's poisson: -90.2991 valid_0's l1: 25.1019
[70] valid_0's poisson: -90.3897 valid_0's l1: 25.0529
[71] valid_0's poisson: -90.4792 valid_0's l1: 25.0042
[72] valid_0's poisson: -90.5684 valid_0's l1: 24.955
[73] valid_0's poisson: -90.659 valid_0's l1: 24.9056
[74] valid_0's poisson: -90.7487 valid_0's l1: 24.8564
[75] valid_0's poisson: -90.84 valid_0's l1: 24.8068
[76] valid_0's poisson: -90.9281 valid_0's l1: 24.7578
[77] valid_0's poisson: -91.0142 valid_0's l1: 24.7101
[78] valid_0's poisson: -91.1001 valid_0's l1: 24.6628
[79] valid_0's poisson: -91.1826 valid_0's l1: 24.6159
[80] valid_0's poisson: -91.2643 valid_0's l1: 24.5695
[81] valid_0's poisson: -91.3449 valid_0's l1: 24.5234
[82] valid_0's poisson: -91.4246 valid_0's l1: 24.4775
[83] valid_0's poisson: -91.5126 valid_0's l1: 24.4294
[84] valid_0's poisson: -91.5938 valid_0's l1: 24.3836
[85] valid_0's poisson: -91.677 valid_0's l1: 24.3371
[86] valid_0's poisson: -91.7539 valid_0's l1: 24.2923
[87] valid_0's poisson: -91.8388 valid_0's l1: 24.2452
[88] valid_0's poisson: -91.9228 valid_0's l1: 24.1984
[89] valid_0's poisson: -91.9972 valid_0's l1: 24.1541
[90] valid_0's poisson: -92.0708 valid_0's l1: 24.1102
[91] valid_0's poisson: -92.1441 valid_0's l1: 24.0669
[92] valid_0's poisson: -92.2154 valid_0's l1: 24.0244
[93] valid_0's poisson: -92.2962 valid_0's l1: 23.9798
[94] valid_0's poisson: -92.3763 valid_0's l1: 23.9353
[95] valid_0's poisson: -92.4555 valid_0's l1: 23.8911
[96] valid_0's poisson: -92.5266 valid_0's l1: 23.8485
[97] valid_0's poisson: -92.6012 valid_0's l1: 23.8053
[98] valid_0's poisson: -92.6811 valid_0's l1: 23.7602
[99] valid_0's poisson: -92.757 valid_0's l1: 23.7162
[100] valid_0's poisson: -92.8337 valid_0's l1: 23.6727
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.5849 valid_0's l1: 29.2856
[2] valid_0's poisson: -80.7845 valid_0's l1: 29.2153
[3] valid_0's poisson: -80.9813 valid_0's l1: 29.1453
[4] valid_0's poisson: -81.1752 valid_0's l1: 29.0755
[5] valid_0's poisson: -81.3664 valid_0's l1: 29.0061
[6] valid_0's poisson: -81.5549 valid_0's l1: 28.9368
[7] valid_0's poisson: -81.7408 valid_0's l1: 28.868
[8] valid_0's poisson: -81.9308 valid_0's l1: 28.7984
[9] valid_0's poisson: -82.1182 valid_0's l1: 28.729
[10] valid_0's poisson: -82.3029 valid_0's l1: 28.6598
[11] valid_0's poisson: -82.4845 valid_0's l1: 28.5912
[12] valid_0's poisson: -82.664 valid_0's l1: 28.5226
[13] valid_0's poisson: -82.8405 valid_0's l1: 28.4545
[14] valid_0's poisson: -83.0189 valid_0's l1: 28.3865
[15] valid_0's poisson: -83.1881 valid_0's l1: 28.3201
[16] valid_0's poisson: -83.3616 valid_0's l1: 28.2526
[17] valid_0's poisson: -83.5327 valid_0's l1: 28.1854
[18] valid_0's poisson: -83.7014 valid_0's l1: 28.1186
[19] valid_0's poisson: -83.8614 valid_0's l1: 28.0535
[20] valid_0's poisson: -84.0257 valid_0's l1: 27.9873
[21] valid_0's poisson: -84.1877 valid_0's l1: 27.9219
[22] valid_0's poisson: -84.3476 valid_0's l1: 27.8567
[23] valid_0's poisson: -84.4992 valid_0's l1: 27.7931
[24] valid_0's poisson: -84.6549 valid_0's l1: 27.7285
[25] valid_0's poisson: -84.8086 valid_0's l1: 27.6642
[26] valid_0's poisson: -84.9602 valid_0's l1: 27.6005
[27] valid_0's poisson: -85.1162 valid_0's l1: 27.5356
[28] valid_0's poisson: -85.2584 valid_0's l1: 27.4738
[29] valid_0's poisson: -85.4047 valid_0's l1: 27.4113
[30] valid_0's poisson: -85.5552 valid_0's l1: 27.3476
[31] valid_0's poisson: -85.6981 valid_0's l1: 27.2854
[32] valid_0's poisson: -85.8323 valid_0's l1: 27.2252
[33] valid_0's poisson: -85.9718 valid_0's l1: 27.1638
[34] valid_0's poisson: -86.1095 valid_0's l1: 27.1027
[35] valid_0's poisson: -86.251 valid_0's l1: 27.0409
[36] valid_0's poisson: -86.3906 valid_0's l1: 26.9795
[37] valid_0's poisson: -86.5285 valid_0's l1: 26.9184
[38] valid_0's poisson: -86.6646 valid_0's l1: 26.8578
[39] valid_0's poisson: -86.799 valid_0's l1: 26.7977
[40] valid_0's poisson: -86.9213 valid_0's l1: 26.7405
[41] valid_0's poisson: -87.0576 valid_0's l1: 26.6796
[42] valid_0's poisson: -87.1875 valid_0's l1: 26.6203
[43] valid_0's poisson: -87.3158 valid_0's l1: 26.5614
[44] valid_0's poisson: -87.4424 valid_0's l1: 26.5023
[45] valid_0's poisson: -87.5675 valid_0's l1: 26.4437
[46] valid_0's poisson: -87.6903 valid_0's l1: 26.3862
[47] valid_0's poisson: -87.8124 valid_0's l1: 26.3281
[48] valid_0's poisson: -87.9323 valid_0's l1: 26.2711
[49] valid_0's poisson: -88.0454 valid_0's l1: 26.2153
[50] valid_0's poisson: -88.1602 valid_0's l1: 26.1595
[51] valid_0's poisson: -88.2736 valid_0's l1: 26.104
[52] valid_0's poisson: -88.391 valid_0's l1: 26.0476
[53] valid_0's poisson: -88.5011 valid_0's l1: 25.9932
[54] valid_0's poisson: -88.6159 valid_0's l1: 25.9372
[55] valid_0's poisson: -88.7246 valid_0's l1: 25.8829
[56] valid_0's poisson: -88.8387 valid_0's l1: 25.8273
[57] valid_0's poisson: -88.9488 valid_0's l1: 25.7725
[58] valid_0's poisson: -89.0569 valid_0's l1: 25.7184
[59] valid_0's poisson: -89.1608 valid_0's l1: 25.6655
[60] valid_0's poisson: -89.2637 valid_0's l1: 25.6126
[61] valid_0's poisson: -89.3655 valid_0's l1: 25.5605
[62] valid_0's poisson: -89.4693 valid_0's l1: 25.5079
[63] valid_0's poisson: -89.5687 valid_0's l1: 25.4559
[64] valid_0's poisson: -89.6703 valid_0's l1: 25.4039
[65] valid_0's poisson: -89.7682 valid_0's l1: 25.353
[66] valid_0's poisson: -89.865 valid_0's l1: 25.3023
[67] valid_0's poisson: -89.9608 valid_0's l1: 25.2519
[68] valid_0's poisson: -90.052 valid_0's l1: 25.2025
[69] valid_0's poisson: -90.1447 valid_0's l1: 25.1528
[70] valid_0's poisson: -90.2364 valid_0's l1: 25.1034
[71] valid_0's poisson: -90.3275 valid_0's l1: 25.054
[72] valid_0's poisson: -90.4202 valid_0's l1: 25.0051
[73] valid_0's poisson: -90.509 valid_0's l1: 24.9571
[74] valid_0's poisson: -90.6001 valid_0's l1: 24.9091
[75] valid_0's poisson: -90.6919 valid_0's l1: 24.8605
[76] valid_0's poisson: -90.7828 valid_0's l1: 24.8122
[77] valid_0's poisson: -90.8729 valid_0's l1: 24.7637
[78] valid_0's poisson: -90.9622 valid_0's l1: 24.7156
[79] valid_0's poisson: -91.0517 valid_0's l1: 24.6674
[80] valid_0's poisson: -91.1403 valid_0's l1: 24.6195
[81] valid_0's poisson: -91.224 valid_0's l1: 24.5731
[82] valid_0's poisson: -91.3066 valid_0's l1: 24.5269
[83] valid_0's poisson: -91.3886 valid_0's l1: 24.4809
[84] valid_0's poisson: -91.4737 valid_0's l1: 24.4339
[85] valid_0's poisson: -91.5534 valid_0's l1: 24.3887
[86] valid_0's poisson: -91.6321 valid_0's l1: 24.3442
[87] valid_0's poisson: -91.7101 valid_0's l1: 24.3
[88] valid_0's poisson: -91.7871 valid_0's l1: 24.2563
[89] valid_0's poisson: -91.8634 valid_0's l1: 24.2129
[90] valid_0's poisson: -91.9396 valid_0's l1: 24.1689
[91] valid_0's poisson: -92.0227 valid_0's l1: 24.1233
[92] valid_0's poisson: -92.1038 valid_0's l1: 24.0778
[93] valid_0's poisson: -92.1767 valid_0's l1: 24.0354
[94] valid_0's poisson: -92.2488 valid_0's l1: 23.9934
[95] valid_0's poisson: -92.3202 valid_0's l1: 23.9515
[96] valid_0's poisson: -92.3911 valid_0's l1: 23.9097
[97] valid_0's poisson: -92.4621 valid_0's l1: 23.868
[98] valid_0's poisson: -92.5351 valid_0's l1: 23.8254
[99] valid_0's poisson: -92.6033 valid_0's l1: 23.7845
[100] valid_0's poisson: -92.6716 valid_0's l1: 23.7433
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.5731 valid_0's l1: 29.2897
[2] valid_0's poisson: -80.7609 valid_0's l1: 29.2237
[3] valid_0's poisson: -80.9461 valid_0's l1: 29.1581
[4] valid_0's poisson: -81.1287 valid_0's l1: 29.0927
[5] valid_0's poisson: -81.3087 valid_0's l1: 29.0275
[6] valid_0's poisson: -81.4863 valid_0's l1: 28.9626
[7] valid_0's poisson: -81.6614 valid_0's l1: 28.898
[8] valid_0's poisson: -81.8341 valid_0's l1: 28.8342
[9] valid_0's poisson: -82.0113 valid_0's l1: 28.7693
[10] valid_0's poisson: -82.186 valid_0's l1: 28.7045
[11] valid_0's poisson: -82.3583 valid_0's l1: 28.6401
[12] valid_0's poisson: -82.5282 valid_0's l1: 28.5759
[13] valid_0's poisson: -82.6957 valid_0's l1: 28.5119
[14] valid_0's poisson: -82.861 valid_0's l1: 28.4485
[15] valid_0's poisson: -83.0214 valid_0's l1: 28.3862
[16] valid_0's poisson: -83.1798 valid_0's l1: 28.3242
[17] valid_0's poisson: -83.3361 valid_0's l1: 28.2625
[18] valid_0's poisson: -83.4902 valid_0's l1: 28.2013
[19] valid_0's poisson: -83.6423 valid_0's l1: 28.1403
[20] valid_0's poisson: -83.7925 valid_0's l1: 28.0795
[21] valid_0's poisson: -83.9409 valid_0's l1: 28.0193
[22] valid_0's poisson: -84.0917 valid_0's l1: 27.9583
[23] valid_0's poisson: -84.2405 valid_0's l1: 27.8976
[24] valid_0's poisson: -84.3874 valid_0's l1: 27.8372
[25] valid_0's poisson: -84.5323 valid_0's l1: 27.777
[26] valid_0's poisson: -84.6754 valid_0's l1: 27.717
[27] valid_0's poisson: -84.8167 valid_0's l1: 27.6573
[28] valid_0's poisson: -84.9561 valid_0's l1: 27.5982
[29] valid_0's poisson: -85.0972 valid_0's l1: 27.54
[30] valid_0's poisson: -85.2364 valid_0's l1: 27.482
[31] valid_0's poisson: -85.3739 valid_0's l1: 27.4243
[32] valid_0's poisson: -85.5097 valid_0's l1: 27.3668
[33] valid_0's poisson: -85.645 valid_0's l1: 27.3092
[34] valid_0's poisson: -85.7786 valid_0's l1: 27.2518
[35] valid_0's poisson: -85.9106 valid_0's l1: 27.195
[36] valid_0's poisson: -86.0376 valid_0's l1: 27.1395
[37] valid_0's poisson: -86.1663 valid_0's l1: 27.0836
[38] valid_0's poisson: -86.2933 valid_0's l1: 27.028
[39] valid_0's poisson: -86.4189 valid_0's l1: 26.9726
[40] valid_0's poisson: -86.5445 valid_0's l1: 26.9162
[41] valid_0's poisson: -86.6677 valid_0's l1: 26.8604
[42] valid_0's poisson: -86.7894 valid_0's l1: 26.8052
[43] valid_0's poisson: -86.9097 valid_0's l1: 26.7504
[44] valid_0's poisson: -87.0285 valid_0's l1: 26.6961
[45] valid_0's poisson: -87.1439 valid_0's l1: 26.6433
[46] valid_0's poisson: -87.258 valid_0's l1: 26.5907
[47] valid_0's poisson: -87.3727 valid_0's l1: 26.5371
[48] valid_0's poisson: -87.4861 valid_0's l1: 26.4837
[49] valid_0's poisson: -87.5981 valid_0's l1: 26.4306
[50] valid_0's poisson: -87.7088 valid_0's l1: 26.3781
[51] valid_0's poisson: -87.8183 valid_0's l1: 26.3259
[52] valid_0's poisson: -87.9264 valid_0's l1: 26.274
[53] valid_0's poisson: -88.0334 valid_0's l1: 26.2225
[54] valid_0's poisson: -88.139 valid_0's l1: 26.1712
[55] valid_0's poisson: -88.2435 valid_0's l1: 26.1202
[56] valid_0's poisson: -88.3467 valid_0's l1: 26.0696
[57] valid_0's poisson: -88.4443 valid_0's l1: 26.0212
[58] valid_0's poisson: -88.5407 valid_0's l1: 25.973
[59] valid_0's poisson: -88.6361 valid_0's l1: 25.925
[60] valid_0's poisson: -88.735 valid_0's l1: 25.8759
[61] valid_0's poisson: -88.8307 valid_0's l1: 25.8277
[62] valid_0's poisson: -88.9253 valid_0's l1: 25.7796
[63] valid_0's poisson: -89.0189 valid_0's l1: 25.7317
[64] valid_0's poisson: -89.1127 valid_0's l1: 25.6846
[65] valid_0's poisson: -89.2066 valid_0's l1: 25.6369
[66] valid_0's poisson: -89.2984 valid_0's l1: 25.5904
[67] valid_0's poisson: -89.3922 valid_0's l1: 25.5432
[68] valid_0's poisson: -89.4809 valid_0's l1: 25.4969
[69] valid_0's poisson: -89.5726 valid_0's l1: 25.4502
[70] valid_0's poisson: -89.6596 valid_0's l1: 25.4042
[71] valid_0's poisson: -89.7497 valid_0's l1: 25.3582
[72] valid_0's poisson: -89.8349 valid_0's l1: 25.3132
[73] valid_0's poisson: -89.9195 valid_0's l1: 25.2683
[74] valid_0's poisson: -90.007 valid_0's l1: 25.2231
[75] valid_0's poisson: -90.0937 valid_0's l1: 25.1782
[76] valid_0's poisson: -90.1787 valid_0's l1: 25.1335
[77] valid_0's poisson: -90.2628 valid_0's l1: 25.0892
[78] valid_0's poisson: -90.3466 valid_0's l1: 25.0445
[79] valid_0's poisson: -90.4304 valid_0's l1: 25.0004
[80] valid_0's poisson: -90.5134 valid_0's l1: 24.9566
[81] valid_0's poisson: -90.5948 valid_0's l1: 24.9137
[82] valid_0's poisson: -90.6753 valid_0's l1: 24.871
[83] valid_0's poisson: -90.7558 valid_0's l1: 24.828
[84] valid_0's poisson: -90.8316 valid_0's l1: 24.7861
[85] valid_0's poisson: -90.9063 valid_0's l1: 24.7448
[86] valid_0's poisson: -90.9847 valid_0's l1: 24.7027
[87] valid_0's poisson: -91.0579 valid_0's l1: 24.6622
[88] valid_0's poisson: -91.1307 valid_0's l1: 24.6217
[89] valid_0's poisson: -91.2028 valid_0's l1: 24.5812
[90] valid_0's poisson: -91.2741 valid_0's l1: 24.541
[91] valid_0's poisson: -91.3447 valid_0's l1: 24.5011
[92] valid_0's poisson: -91.4147 valid_0's l1: 24.4614
[93] valid_0's poisson: -91.4874 valid_0's l1: 24.4215
[94] valid_0's poisson: -91.5595 valid_0's l1: 24.382
[95] valid_0's poisson: -91.6309 valid_0's l1: 24.3428
[96] valid_0's poisson: -91.7015 valid_0's l1: 24.3038
[97] valid_0's poisson: -91.7703 valid_0's l1: 24.266
[98] valid_0's poisson: -91.8364 valid_0's l1: 24.2276
[99] valid_0's poisson: -91.9051 valid_0's l1: 24.1887
[100] valid_0's poisson: -91.9732 valid_0's l1: 24.1504
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.01, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.5777 valid_0's l1: 29.2887
[2] valid_0's poisson: -80.7703 valid_0's l1: 29.2214
[3] valid_0's poisson: -80.9601 valid_0's l1: 29.1545
[4] valid_0's poisson: -81.1471 valid_0's l1: 29.0878
[5] valid_0's poisson: -81.3316 valid_0's l1: 29.0214
[6] valid_0's poisson: -81.5134 valid_0's l1: 28.9552
[7] valid_0's poisson: -81.6927 valid_0's l1: 28.8894
[8] valid_0's poisson: -81.8709 valid_0's l1: 28.8239
[9] valid_0's poisson: -82.0466 valid_0's l1: 28.7586
[10] valid_0's poisson: -82.22 valid_0's l1: 28.6936
[11] valid_0's poisson: -82.3909 valid_0's l1: 28.6289
[12] valid_0's poisson: -82.5595 valid_0's l1: 28.5644
[13] valid_0's poisson: -82.7257 valid_0's l1: 28.5001
[14] valid_0's poisson: -82.8898 valid_0's l1: 28.4365
[15] valid_0's poisson: -83.0623 valid_0's l1: 28.3714
[16] valid_0's poisson: -83.2302 valid_0's l1: 28.3074
[17] valid_0's poisson: -83.3958 valid_0's l1: 28.2437
[18] valid_0's poisson: -83.5589 valid_0's l1: 28.1807
[19] valid_0's poisson: -83.7197 valid_0's l1: 28.1178
[20] valid_0's poisson: -83.8784 valid_0's l1: 28.0553
[21] valid_0's poisson: -84.0372 valid_0's l1: 27.9927
[22] valid_0's poisson: -84.1939 valid_0's l1: 27.9303
[23] valid_0's poisson: -84.3484 valid_0's l1: 27.8683
[24] valid_0's poisson: -84.5009 valid_0's l1: 27.8064
[25] valid_0's poisson: -84.6514 valid_0's l1: 27.7448
[26] valid_0's poisson: -84.7979 valid_0's l1: 27.6843
[27] valid_0's poisson: -84.9425 valid_0's l1: 27.6247
[28] valid_0's poisson: -85.0885 valid_0's l1: 27.565
[29] valid_0's poisson: -85.2327 valid_0's l1: 27.5056
[30] valid_0's poisson: -85.3749 valid_0's l1: 27.4463
[31] valid_0's poisson: -85.5153 valid_0's l1: 27.3873
[32] valid_0's poisson: -85.6539 valid_0's l1: 27.3286
[33] valid_0's poisson: -85.7907 valid_0's l1: 27.2703
[34] valid_0's poisson: -85.9198 valid_0's l1: 27.2134
[35] valid_0's poisson: -86.0473 valid_0's l1: 27.1568
[36] valid_0's poisson: -86.1734 valid_0's l1: 27.1004
[37] valid_0's poisson: -86.3006 valid_0's l1: 27.0445
[38] valid_0's poisson: -86.4262 valid_0's l1: 26.9888
[39] valid_0's poisson: -86.5503 valid_0's l1: 26.9333
[40] valid_0's poisson: -86.6728 valid_0's l1: 26.8782
[41] valid_0's poisson: -86.7939 valid_0's l1: 26.8236
[42] valid_0's poisson: -86.9164 valid_0's l1: 26.7688
[43] valid_0's poisson: -87.0374 valid_0's l1: 26.7143
[44] valid_0's poisson: -87.154 valid_0's l1: 26.6609
[45] valid_0's poisson: -87.2693 valid_0's l1: 26.6077
[46] valid_0's poisson: -87.3832 valid_0's l1: 26.5547
[47] valid_0's poisson: -87.4957 valid_0's l1: 26.5022
[48] valid_0's poisson: -87.6098 valid_0's l1: 26.4494
[49] valid_0's poisson: -87.7225 valid_0's l1: 26.3967
[50] valid_0's poisson: -87.8339 valid_0's l1: 26.3443
[51] valid_0's poisson: -87.9391 valid_0's l1: 26.2926
[52] valid_0's poisson: -88.0433 valid_0's l1: 26.2412
[53] valid_0's poisson: -88.1462 valid_0's l1: 26.1899
[54] valid_0's poisson: -88.248 valid_0's l1: 26.139
[55] valid_0's poisson: -88.3486 valid_0's l1: 26.0894
[56] valid_0's poisson: -88.4533 valid_0's l1: 26.0377
[57] valid_0's poisson: -88.5517 valid_0's l1: 25.9887
[58] valid_0's poisson: -88.6545 valid_0's l1: 25.9377
[59] valid_0's poisson: -88.7561 valid_0's l1: 25.8869
[60] valid_0's poisson: -88.8512 valid_0's l1: 25.8386
[61] valid_0's poisson: -88.9509 valid_0's l1: 25.7881
[62] valid_0's poisson: -89.0489 valid_0's l1: 25.7386
[63] valid_0's poisson: -89.1458 valid_0's l1: 25.6894
[64] valid_0's poisson: -89.2417 valid_0's l1: 25.6407
[65] valid_0's poisson: -89.3365 valid_0's l1: 25.5924
[66] valid_0's poisson: -89.4301 valid_0's l1: 25.545
[67] valid_0's poisson: -89.5183 valid_0's l1: 25.4984
[68] valid_0's poisson: -89.6097 valid_0's l1: 25.4517
[69] valid_0's poisson: -89.6958 valid_0's l1: 25.4062
[70] valid_0's poisson: -89.7802 valid_0's l1: 25.3619
[71] valid_0's poisson: -89.8638 valid_0's l1: 25.3177
[72] valid_0's poisson: -89.9466 valid_0's l1: 25.2737
[73] valid_0's poisson: -90.0285 valid_0's l1: 25.2299
[74] valid_0's poisson: -90.1104 valid_0's l1: 25.1856
[75] valid_0's poisson: -90.1915 valid_0's l1: 25.1414
[76] valid_0's poisson: -90.2717 valid_0's l1: 25.0974
[77] valid_0's poisson: -90.3512 valid_0's l1: 25.0538
[78] valid_0's poisson: -90.4306 valid_0's l1: 25.0105
[79] valid_0's poisson: -90.5091 valid_0's l1: 24.9675
[80] valid_0's poisson: -90.5868 valid_0's l1: 24.9247
[81] valid_0's poisson: -90.6632 valid_0's l1: 24.8824
[82] valid_0's poisson: -90.7388 valid_0's l1: 24.8402
[83] valid_0's poisson: -90.8202 valid_0's l1: 24.7956
[84] valid_0's poisson: -90.9007 valid_0's l1: 24.7511
[85] valid_0's poisson: -90.9801 valid_0's l1: 24.7087
[86] valid_0's poisson: -91.0587 valid_0's l1: 24.6664
[87] valid_0's poisson: -91.1367 valid_0's l1: 24.6232
[88] valid_0's poisson: -91.2139 valid_0's l1: 24.5803
[89] valid_0's poisson: -91.2857 valid_0's l1: 24.5395
[90] valid_0's poisson: -91.3581 valid_0's l1: 24.4986
[91] valid_0's poisson: -91.433 valid_0's l1: 24.4569
[92] valid_0's poisson: -91.5039 valid_0's l1: 24.4171
[93] valid_0's poisson: -91.5761 valid_0's l1: 24.3781
[94] valid_0's poisson: -91.6444 valid_0's l1: 24.3395
[95] valid_0's poisson: -91.7154 valid_0's l1: 24.3007
[96] valid_0's poisson: -91.7827 valid_0's l1: 24.2623
[97] valid_0's poisson: -91.8526 valid_0's l1: 24.2239
[98] valid_0's poisson: -91.9227 valid_0's l1: 24.1846
[99] valid_0's poisson: -91.9921 valid_0's l1: 24.1455
[100] valid_0's poisson: -92.0608 valid_0's l1: 24.1072
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.01, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.5784 valid_0's l1: 29.2881
[2] valid_0's poisson: -80.7714 valid_0's l1: 29.2207
[3] valid_0's poisson: -80.9619 valid_0's l1: 29.1532
[4] valid_0's poisson: -81.1496 valid_0's l1: 29.0859
[5] valid_0's poisson: -81.3347 valid_0's l1: 29.0189
[6] valid_0's poisson: -81.5172 valid_0's l1: 28.9522
[7] valid_0's poisson: -81.6972 valid_0's l1: 28.8859
[8] valid_0's poisson: -81.8746 valid_0's l1: 28.8203
[9] valid_0's poisson: -82.0496 valid_0's l1: 28.755
[10] valid_0's poisson: -82.2223 valid_0's l1: 28.69
[11] valid_0's poisson: -82.3925 valid_0's l1: 28.6252
[12] valid_0's poisson: -82.5605 valid_0's l1: 28.5607
[13] valid_0's poisson: -82.7262 valid_0's l1: 28.4964
[14] valid_0's poisson: -82.8898 valid_0's l1: 28.4326
[15] valid_0's poisson: -83.0534 valid_0's l1: 28.3696
[16] valid_0's poisson: -83.2147 valid_0's l1: 28.3068
[17] valid_0's poisson: -83.374 valid_0's l1: 28.2442
[18] valid_0's poisson: -83.5308 valid_0's l1: 28.1823
[19] valid_0's poisson: -83.6856 valid_0's l1: 28.1205
[20] valid_0's poisson: -83.8384 valid_0's l1: 28.0591
[21] valid_0's poisson: -83.9891 valid_0's l1: 27.9982
[22] valid_0's poisson: -84.1437 valid_0's l1: 27.937
[23] valid_0's poisson: -84.296 valid_0's l1: 27.8764
[24] valid_0's poisson: -84.4373 valid_0's l1: 27.8177
[25] valid_0's poisson: -84.5768 valid_0's l1: 27.7592
[26] valid_0's poisson: -84.7146 valid_0's l1: 27.701
[27] valid_0's poisson: -84.8505 valid_0's l1: 27.6429
[28] valid_0's poisson: -84.9848 valid_0's l1: 27.5857
[29] valid_0's poisson: -85.1223 valid_0's l1: 27.5275
[30] valid_0's poisson: -85.258 valid_0's l1: 27.4696
[31] valid_0's poisson: -85.3983 valid_0's l1: 27.4111
[32] valid_0's poisson: -85.5367 valid_0's l1: 27.3529
[33] valid_0's poisson: -85.6733 valid_0's l1: 27.295
[34] valid_0's poisson: -85.8082 valid_0's l1: 27.2374
[35] valid_0's poisson: -85.9413 valid_0's l1: 27.1805
[36] valid_0's poisson: -86.0706 valid_0's l1: 27.1248
[37] valid_0's poisson: -86.1984 valid_0's l1: 27.0695
[38] valid_0's poisson: -86.3246 valid_0's l1: 27.0143
[39] valid_0's poisson: -86.4493 valid_0's l1: 26.9595
[40] valid_0's poisson: -86.5772 valid_0's l1: 26.9024
[41] valid_0's poisson: -86.7036 valid_0's l1: 26.8456
[42] valid_0's poisson: -86.8283 valid_0's l1: 26.7894
[43] valid_0's poisson: -86.9515 valid_0's l1: 26.7336
[44] valid_0's poisson: -87.0733 valid_0's l1: 26.678
[45] valid_0's poisson: -87.1935 valid_0's l1: 26.6228
[46] valid_0's poisson: -87.3101 valid_0's l1: 26.5694
[47] valid_0's poisson: -87.4252 valid_0's l1: 26.5163
[48] valid_0's poisson: -87.5412 valid_0's l1: 26.462
[49] valid_0's poisson: -87.6558 valid_0's l1: 26.4083
[50] valid_0's poisson: -87.769 valid_0's l1: 26.3548
[51] valid_0's poisson: -87.8809 valid_0's l1: 26.3016
[52] valid_0's poisson: -87.9914 valid_0's l1: 26.2486
[53] valid_0's poisson: -88.1007 valid_0's l1: 26.1959
[54] valid_0's poisson: -88.2069 valid_0's l1: 26.1449
[55] valid_0's poisson: -88.3118 valid_0's l1: 26.0944
[56] valid_0's poisson: -88.409 valid_0's l1: 26.0466
[57] valid_0's poisson: -88.5052 valid_0's l1: 25.999
[58] valid_0's poisson: -88.6069 valid_0's l1: 25.9497
[59] valid_0's poisson: -88.7075 valid_0's l1: 25.9006
[60] valid_0's poisson: -88.8071 valid_0's l1: 25.8517
[61] valid_0's poisson: -88.9075 valid_0's l1: 25.8015
[62] valid_0's poisson: -89.0067 valid_0's l1: 25.7517
[63] valid_0's poisson: -89.1048 valid_0's l1: 25.7023
[64] valid_0's poisson: -89.1986 valid_0's l1: 25.6543
[65] valid_0's poisson: -89.2941 valid_0's l1: 25.6059
[66] valid_0's poisson: -89.3869 valid_0's l1: 25.5591
[67] valid_0's poisson: -89.4778 valid_0's l1: 25.5118
[68] valid_0's poisson: -89.5685 valid_0's l1: 25.4653
[69] valid_0's poisson: -89.6583 valid_0's l1: 25.4191
[70] valid_0's poisson: -89.7471 valid_0's l1: 25.3733
[71] valid_0's poisson: -89.8366 valid_0's l1: 25.3275
[72] valid_0's poisson: -89.9252 valid_0's l1: 25.2821
[73] valid_0's poisson: -90.0113 valid_0's l1: 25.2368
[74] valid_0's poisson: -90.096 valid_0's l1: 25.1916
[75] valid_0's poisson: -90.1802 valid_0's l1: 25.1468
[76] valid_0's poisson: -90.2636 valid_0's l1: 25.1022
[77] valid_0's poisson: -90.3463 valid_0's l1: 25.0581
[78] valid_0's poisson: -90.4282 valid_0's l1: 25.0146
[79] valid_0's poisson: -90.5084 valid_0's l1: 24.9713
[80] valid_0's poisson: -90.5886 valid_0's l1: 24.9285
[81] valid_0's poisson: -90.6694 valid_0's l1: 24.885
[82] valid_0's poisson: -90.7494 valid_0's l1: 24.8416
[83] valid_0's poisson: -90.8286 valid_0's l1: 24.7985
[84] valid_0's poisson: -90.907 valid_0's l1: 24.7557
[85] valid_0's poisson: -90.9845 valid_0's l1: 24.7133
[86] valid_0's poisson: -91.0613 valid_0's l1: 24.6715
[87] valid_0's poisson: -91.1351 valid_0's l1: 24.6305
[88] valid_0's poisson: -91.2083 valid_0's l1: 24.5898
[89] valid_0's poisson: -91.2806 valid_0's l1: 24.5492
[90] valid_0's poisson: -91.3523 valid_0's l1: 24.5091
[91] valid_0's poisson: -91.4232 valid_0's l1: 24.4692
[92] valid_0's poisson: -91.4948 valid_0's l1: 24.4293
[93] valid_0's poisson: -91.5656 valid_0's l1: 24.39
[94] valid_0's poisson: -91.6344 valid_0's l1: 24.3513
[95] valid_0's poisson: -91.7031 valid_0's l1: 24.3144
[96] valid_0's poisson: -91.771 valid_0's l1: 24.2777
[97] valid_0's poisson: -91.8394 valid_0's l1: 24.2392
[98] valid_0's poisson: -91.9071 valid_0's l1: 24.2008
[99] valid_0's poisson: -91.9736 valid_0's l1: 24.1645
[100] valid_0's poisson: -92.0401 valid_0's l1: 24.1267
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.01, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.5735 valid_0's l1: 29.2896
[2] valid_0's poisson: -80.7669 valid_0's l1: 29.2223
[3] valid_0's poisson: -80.9575 valid_0's l1: 29.1553
[4] valid_0's poisson: -81.1465 valid_0's l1: 29.0886
[5] valid_0's poisson: -81.3316 valid_0's l1: 29.0221
[6] valid_0's poisson: -81.5141 valid_0's l1: 28.9559
[7] valid_0's poisson: -81.694 valid_0's l1: 28.8902
[8] valid_0's poisson: -81.8713 valid_0's l1: 28.8252
[9] valid_0's poisson: -82.0474 valid_0's l1: 28.7605
[10] valid_0's poisson: -82.2211 valid_0's l1: 28.696
[11] valid_0's poisson: -82.3923 valid_0's l1: 28.6317
[12] valid_0's poisson: -82.5611 valid_0's l1: 28.5677
[13] valid_0's poisson: -82.7277 valid_0's l1: 28.504
[14] valid_0's poisson: -82.8919 valid_0's l1: 28.441
[15] valid_0's poisson: -83.054 valid_0's l1: 28.3786
[16] valid_0's poisson: -83.2138 valid_0's l1: 28.3165
[17] valid_0's poisson: -83.3715 valid_0's l1: 28.2546
[18] valid_0's poisson: -83.5271 valid_0's l1: 28.1931
[19] valid_0's poisson: -83.6805 valid_0's l1: 28.1319
[20] valid_0's poisson: -83.832 valid_0's l1: 28.0709
[21] valid_0's poisson: -83.9814 valid_0's l1: 28.0111
[22] valid_0's poisson: -84.1363 valid_0's l1: 27.9497
[23] valid_0's poisson: -84.2892 valid_0's l1: 27.8886
[24] valid_0's poisson: -84.44 valid_0's l1: 27.8276
[25] valid_0's poisson: -84.5887 valid_0's l1: 27.767
[26] valid_0's poisson: -84.7356 valid_0's l1: 27.7065
[27] valid_0's poisson: -84.8805 valid_0's l1: 27.6466
[28] valid_0's poisson: -85.0237 valid_0's l1: 27.5881
[29] valid_0's poisson: -85.165 valid_0's l1: 27.5297
[30] valid_0's poisson: -85.3045 valid_0's l1: 27.4716
[31] valid_0's poisson: -85.4423 valid_0's l1: 27.4137
[32] valid_0's poisson: -85.5782 valid_0's l1: 27.3561
[33] valid_0's poisson: -85.7125 valid_0's l1: 27.2986
[34] valid_0's poisson: -85.845 valid_0's l1: 27.2422
[35] valid_0's poisson: -85.9714 valid_0's l1: 27.1862
[36] valid_0's poisson: -86.0963 valid_0's l1: 27.1305
[37] valid_0's poisson: -86.2196 valid_0's l1: 27.075
[38] valid_0's poisson: -86.3415 valid_0's l1: 27.0199
[39] valid_0's poisson: -86.4619 valid_0's l1: 26.965
[40] valid_0's poisson: -86.5809 valid_0's l1: 26.9104
[41] valid_0's poisson: -86.6984 valid_0's l1: 26.8562
[42] valid_0's poisson: -86.8195 valid_0's l1: 26.8009
[43] valid_0's poisson: -86.9392 valid_0's l1: 26.7459
[44] valid_0's poisson: -87.0575 valid_0's l1: 26.6912
[45] valid_0's poisson: -87.1745 valid_0's l1: 26.6369
[46] valid_0's poisson: -87.2902 valid_0's l1: 26.5835
[47] valid_0's poisson: -87.4045 valid_0's l1: 26.5306
[48] valid_0's poisson: -87.5175 valid_0's l1: 26.4782
[49] valid_0's poisson: -87.6292 valid_0's l1: 26.426
[50] valid_0's poisson: -87.7395 valid_0's l1: 26.374
[51] valid_0's poisson: -87.8486 valid_0's l1: 26.3224
[52] valid_0's poisson: -87.9565 valid_0's l1: 26.2703
[53] valid_0's poisson: -88.0631 valid_0's l1: 26.2184
[54] valid_0's poisson: -88.1685 valid_0's l1: 26.1669
[55] valid_0's poisson: -88.2727 valid_0's l1: 26.1159
[56] valid_0's poisson: -88.3744 valid_0's l1: 26.0667
[57] valid_0's poisson: -88.4749 valid_0's l1: 26.0176
[58] valid_0's poisson: -88.5743 valid_0's l1: 25.9688
[59] valid_0's poisson: -88.6727 valid_0's l1: 25.9201
[60] valid_0's poisson: -88.7674 valid_0's l1: 25.8718
[61] valid_0's poisson: -88.8612 valid_0's l1: 25.8238
[62] valid_0's poisson: -88.9578 valid_0's l1: 25.7752
[63] valid_0's poisson: -89.0533 valid_0's l1: 25.7274
[64] valid_0's poisson: -89.148 valid_0's l1: 25.6793
[65] valid_0's poisson: -89.2417 valid_0's l1: 25.6315
[66] valid_0's poisson: -89.3343 valid_0's l1: 25.5842
[67] valid_0's poisson: -89.4264 valid_0's l1: 25.5367
[68] valid_0's poisson: -89.5174 valid_0's l1: 25.4895
[69] valid_0's poisson: -89.6075 valid_0's l1: 25.4424
[70] valid_0's poisson: -89.6967 valid_0's l1: 25.3959
[71] valid_0's poisson: -89.7834 valid_0's l1: 25.3512
[72] valid_0's poisson: -89.8707 valid_0's l1: 25.3052
[73] valid_0's poisson: -89.9571 valid_0's l1: 25.2598
[74] valid_0's poisson: -90.0427 valid_0's l1: 25.2146
[75] valid_0's poisson: -90.127 valid_0's l1: 25.1701
[76] valid_0's poisson: -90.2104 valid_0's l1: 25.1258
[77] valid_0's poisson: -90.293 valid_0's l1: 25.0816
[78] valid_0's poisson: -90.3747 valid_0's l1: 25.0382
[79] valid_0's poisson: -90.4564 valid_0's l1: 24.9945
[80] valid_0's poisson: -90.5373 valid_0's l1: 24.9511
[81] valid_0's poisson: -90.6157 valid_0's l1: 24.9084
[82] valid_0's poisson: -90.6949 valid_0's l1: 24.8654
[83] valid_0's poisson: -90.7717 valid_0's l1: 24.823
[84] valid_0's poisson: -90.8495 valid_0's l1: 24.7805
[85] valid_0's poisson: -90.9265 valid_0's l1: 24.7383
[86] valid_0's poisson: -91.0025 valid_0's l1: 24.6965
[87] valid_0's poisson: -91.0777 valid_0's l1: 24.6549
[88] valid_0's poisson: -91.1522 valid_0's l1: 24.6135
[89] valid_0's poisson: -91.2259 valid_0's l1: 24.5723
[90] valid_0's poisson: -91.2988 valid_0's l1: 24.5314
[91] valid_0's poisson: -91.371 valid_0's l1: 24.4908
[92] valid_0's poisson: -91.4425 valid_0's l1: 24.4505
[93] valid_0's poisson: -91.5133 valid_0's l1: 24.4107
[94] valid_0's poisson: -91.5834 valid_0's l1: 24.3712
[95] valid_0's poisson: -91.6527 valid_0's l1: 24.3318
[96] valid_0's poisson: -91.7214 valid_0's l1: 24.2927
[97] valid_0's poisson: -91.7893 valid_0's l1: 24.254
[98] valid_0's poisson: -91.8565 valid_0's l1: 24.2155
[99] valid_0's poisson: -91.9231 valid_0's l1: 24.1774
[100] valid_0's poisson: -91.989 valid_0's l1: 24.1398
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.01, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.5735 valid_0's l1: 29.2896
[2] valid_0's poisson: -80.762 valid_0's l1: 29.2232
[3] valid_0's poisson: -80.9479 valid_0's l1: 29.1571
[4] valid_0's poisson: -81.1311 valid_0's l1: 29.0913
[5] valid_0's poisson: -81.3118 valid_0's l1: 29.0258
[6] valid_0's poisson: -81.49 valid_0's l1: 28.9605
[7] valid_0's poisson: -81.6658 valid_0's l1: 28.8954
[8] valid_0's poisson: -81.8392 valid_0's l1: 28.8313
[9] valid_0's poisson: -82.0126 valid_0's l1: 28.7672
[10] valid_0's poisson: -82.1835 valid_0's l1: 28.7034
[11] valid_0's poisson: -82.3522 valid_0's l1: 28.6398
[12] valid_0's poisson: -82.5185 valid_0's l1: 28.5765
[13] valid_0's poisson: -82.694 valid_0's l1: 28.5112
[14] valid_0's poisson: -82.867 valid_0's l1: 28.4463
[15] valid_0's poisson: -83.0269 valid_0's l1: 28.3841
[16] valid_0's poisson: -83.1847 valid_0's l1: 28.3223
[17] valid_0's poisson: -83.3433 valid_0's l1: 28.26
[18] valid_0's poisson: -83.4996 valid_0's l1: 28.1982
[19] valid_0's poisson: -83.6538 valid_0's l1: 28.1367
[20] valid_0's poisson: -83.8059 valid_0's l1: 28.0755
[21] valid_0's poisson: -83.9563 valid_0's l1: 28.0144
[22] valid_0's poisson: -84.1047 valid_0's l1: 27.9539
[23] valid_0's poisson: -84.2512 valid_0's l1: 27.8938
[24] valid_0's poisson: -84.4031 valid_0's l1: 27.8326
[25] valid_0's poisson: -84.5529 valid_0's l1: 27.7715
[26] valid_0's poisson: -84.7007 valid_0's l1: 27.7108
[27] valid_0's poisson: -84.8466 valid_0's l1: 27.6502
[28] valid_0's poisson: -84.9913 valid_0's l1: 27.5909
[29] valid_0's poisson: -85.1273 valid_0's l1: 27.5331
[30] valid_0's poisson: -85.2617 valid_0's l1: 27.4755
[31] valid_0's poisson: -85.3938 valid_0's l1: 27.4183
[32] valid_0's poisson: -85.5243 valid_0's l1: 27.3614
[33] valid_0's poisson: -85.6531 valid_0's l1: 27.3046
[34] valid_0's poisson: -85.7804 valid_0's l1: 27.2483
[35] valid_0's poisson: -85.9128 valid_0's l1: 27.1915
[36] valid_0's poisson: -86.0369 valid_0's l1: 27.1367
[37] valid_0's poisson: -86.1595 valid_0's l1: 27.0821
[38] valid_0's poisson: -86.2813 valid_0's l1: 27.0277
[39] valid_0's poisson: -86.401 valid_0's l1: 26.9735
[40] valid_0's poisson: -86.5193 valid_0's l1: 26.9196
[41] valid_0's poisson: -86.6363 valid_0's l1: 26.8659
[42] valid_0's poisson: -86.7519 valid_0's l1: 26.8128
[43] valid_0's poisson: -86.8726 valid_0's l1: 26.7589
[44] valid_0's poisson: -86.9919 valid_0's l1: 26.7052
[45] valid_0's poisson: -87.1097 valid_0's l1: 26.6518
[46] valid_0's poisson: -87.2262 valid_0's l1: 26.5985
[47] valid_0's poisson: -87.342 valid_0's l1: 26.5453
[48] valid_0's poisson: -87.4557 valid_0's l1: 26.4926
[49] valid_0's poisson: -87.5681 valid_0's l1: 26.4402
[50] valid_0's poisson: -87.6792 valid_0's l1: 26.3883
[51] valid_0's poisson: -87.789 valid_0's l1: 26.3367
[52] valid_0's poisson: -87.8975 valid_0's l1: 26.2852
[53] valid_0's poisson: -88.0048 valid_0's l1: 26.234
[54] valid_0's poisson: -88.1109 valid_0's l1: 26.1829
[55] valid_0's poisson: -88.2158 valid_0's l1: 26.1321
[56] valid_0's poisson: -88.322 valid_0's l1: 26.0802
[57] valid_0's poisson: -88.4218 valid_0's l1: 26.0312
[58] valid_0's poisson: -88.525 valid_0's l1: 25.9807
[59] valid_0's poisson: -88.6269 valid_0's l1: 25.9304
[60] valid_0's poisson: -88.7277 valid_0's l1: 25.8803
[61] valid_0's poisson: -88.8273 valid_0's l1: 25.8305
[62] valid_0's poisson: -88.9245 valid_0's l1: 25.7818
[63] valid_0's poisson: -89.021 valid_0's l1: 25.7333
[64] valid_0's poisson: -89.1161 valid_0's l1: 25.6852
[65] valid_0's poisson: -89.2114 valid_0's l1: 25.6368
[66] valid_0's poisson: -89.3057 valid_0's l1: 25.5888
[67] valid_0's poisson: -89.3976 valid_0's l1: 25.5416
[68] valid_0's poisson: -89.4886 valid_0's l1: 25.4947
[69] valid_0's poisson: -89.5785 valid_0's l1: 25.4481
[70] valid_0's poisson: -89.6675 valid_0's l1: 25.4019
[71] valid_0's poisson: -89.7556 valid_0's l1: 25.3559
[72] valid_0's poisson: -89.8409 valid_0's l1: 25.3107
[73] valid_0's poisson: -89.9253 valid_0's l1: 25.2657
[74] valid_0's poisson: -90.0089 valid_0's l1: 25.2209
[75] valid_0's poisson: -90.0915 valid_0's l1: 25.1763
[76] valid_0's poisson: -90.1733 valid_0's l1: 25.1321
[77] valid_0's poisson: -90.255 valid_0's l1: 25.0883
[78] valid_0's poisson: -90.3359 valid_0's l1: 25.0449
[79] valid_0's poisson: -90.4158 valid_0's l1: 25.0024
[80] valid_0's poisson: -90.495 valid_0's l1: 24.9601
[81] valid_0's poisson: -90.5733 valid_0's l1: 24.918
[82] valid_0's poisson: -90.6508 valid_0's l1: 24.876
[83] valid_0's poisson: -90.7275 valid_0's l1: 24.8344
[84] valid_0's poisson: -90.8034 valid_0's l1: 24.7929
[85] valid_0's poisson: -90.8786 valid_0's l1: 24.7517
[86] valid_0's poisson: -90.953 valid_0's l1: 24.7108
[87] valid_0's poisson: -91.026 valid_0's l1: 24.6703
[88] valid_0's poisson: -91.0983 valid_0's l1: 24.63
[89] valid_0's poisson: -91.1699 valid_0's l1: 24.5898
[90] valid_0's poisson: -91.2408 valid_0's l1: 24.5499
[91] valid_0's poisson: -91.3159 valid_0's l1: 24.5085
[92] valid_0's poisson: -91.3902 valid_0's l1: 24.4676
[93] valid_0's poisson: -91.4594 valid_0's l1: 24.4282
[94] valid_0's poisson: -91.5279 valid_0's l1: 24.3899
[95] valid_0's poisson: -91.5964 valid_0's l1: 24.3517
[96] valid_0's poisson: -91.6643 valid_0's l1: 24.3138
[97] valid_0's poisson: -91.7315 valid_0's l1: 24.2761
[98] valid_0's poisson: -91.8008 valid_0's l1: 24.2373
[99] valid_0's poisson: -91.8705 valid_0's l1: 24.1989
[100] valid_0's poisson: -91.9395 valid_0's l1: 24.1606
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.01, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7391 valid_0's l1: 28.8737
[3] valid_0's poisson: -82.3873 valid_0's l1: 28.636
[4] valid_0's poisson: -82.9798 valid_0's l1: 28.409
[5] valid_0's poisson: -83.5642 valid_0's l1: 28.1834
[6] valid_0's poisson: -84.1199 valid_0's l1: 27.9626
[7] valid_0's poisson: -84.6421 valid_0's l1: 27.7512
[8] valid_0's poisson: -85.1386 valid_0's l1: 27.5461
[9] valid_0's poisson: -85.6003 valid_0's l1: 27.3511
[10] valid_0's poisson: -86.0426 valid_0's l1: 27.1591
[11] valid_0's poisson: -86.4782 valid_0's l1: 26.9676
[12] valid_0's poisson: -86.8927 valid_0's l1: 26.7839
[13] valid_0's poisson: -87.2928 valid_0's l1: 26.6053
[14] valid_0's poisson: -87.6598 valid_0's l1: 26.4376
[15] valid_0's poisson: -88.025 valid_0's l1: 26.2686
[16] valid_0's poisson: -88.3762 valid_0's l1: 26.1006
[17] valid_0's poisson: -88.6834 valid_0's l1: 25.9535
[18] valid_0's poisson: -89.0073 valid_0's l1: 25.796
[19] valid_0's poisson: -89.3178 valid_0's l1: 25.6439
[20] valid_0's poisson: -89.6067 valid_0's l1: 25.5007
[21] valid_0's poisson: -89.8952 valid_0's l1: 25.3545
[22] valid_0's poisson: -90.1584 valid_0's l1: 25.2242
[23] valid_0's poisson: -90.4281 valid_0's l1: 25.0835
[24] valid_0's poisson: -90.6874 valid_0's l1: 24.9497
[25] valid_0's poisson: -90.9547 valid_0's l1: 24.8053
[26] valid_0's poisson: -91.2107 valid_0's l1: 24.6649
[27] valid_0's poisson: -91.4561 valid_0's l1: 24.5273
[28] valid_0's poisson: -91.6916 valid_0's l1: 24.3956
[29] valid_0's poisson: -91.8978 valid_0's l1: 24.2892
[30] valid_0's poisson: -92.0808 valid_0's l1: 24.1885
[31] valid_0's poisson: -92.2755 valid_0's l1: 24.0873
[32] valid_0's poisson: -92.4864 valid_0's l1: 23.9658
[33] valid_0's poisson: -92.689 valid_0's l1: 23.8473
[34] valid_0's poisson: -92.8499 valid_0's l1: 23.7616
[35] valid_0's poisson: -93.019 valid_0's l1: 23.6659
[36] valid_0's poisson: -93.1824 valid_0's l1: 23.5722
[37] valid_0's poisson: -93.3787 valid_0's l1: 23.4556
[38] valid_0's poisson: -93.5075 valid_0's l1: 23.3817
[39] valid_0's poisson: -93.6926 valid_0's l1: 23.27
[40] valid_0's poisson: -93.8707 valid_0's l1: 23.1613
[41] valid_0's poisson: -94.0387 valid_0's l1: 23.0667
[42] valid_0's poisson: -94.1724 valid_0's l1: 22.9877
[43] valid_0's poisson: -94.3355 valid_0's l1: 22.8844
[44] valid_0's poisson: -94.4926 valid_0's l1: 22.7848
[45] valid_0's poisson: -94.598 valid_0's l1: 22.7223
[46] valid_0's poisson: -94.7467 valid_0's l1: 22.6259
[47] valid_0's poisson: -94.89 valid_0's l1: 22.5336
[48] valid_0's poisson: -94.9885 valid_0's l1: 22.4755
[49] valid_0's poisson: -95.1162 valid_0's l1: 22.407
[50] valid_0's poisson: -95.21 valid_0's l1: 22.3508
[51] valid_0's poisson: -95.3416 valid_0's l1: 22.2635
[52] valid_0's poisson: -95.4607 valid_0's l1: 22.1977
[53] valid_0's poisson: -95.5467 valid_0's l1: 22.1442
[54] valid_0's poisson: -95.6304 valid_0's l1: 22.0924
[55] valid_0's poisson: -95.7525 valid_0's l1: 22.0097
[56] valid_0's poisson: -95.8638 valid_0's l1: 21.947
[57] valid_0's poisson: -95.9561 valid_0's l1: 21.8889
[58] valid_0's poisson: -96.0584 valid_0's l1: 21.8169
[59] valid_0's poisson: -96.1539 valid_0's l1: 21.7611
[60] valid_0's poisson: -96.2394 valid_0's l1: 21.7073
[61] valid_0's poisson: -96.3296 valid_0's l1: 21.654
[62] valid_0's poisson: -96.4253 valid_0's l1: 21.599
[63] valid_0's poisson: -96.5181 valid_0's l1: 21.5458
[64] valid_0's poisson: -96.592 valid_0's l1: 21.5002
[65] valid_0's poisson: -96.6804 valid_0's l1: 21.4487
[66] valid_0's poisson: -96.7661 valid_0's l1: 21.3982
[67] valid_0's poisson: -96.8493 valid_0's l1: 21.349
[68] valid_0's poisson: -96.9221 valid_0's l1: 21.2983
[69] valid_0's poisson: -97.0029 valid_0's l1: 21.2517
[70] valid_0's poisson: -97.0627 valid_0's l1: 21.2124
[71] valid_0's poisson: -97.1497 valid_0's l1: 21.1479
[72] valid_0's poisson: -97.2392 valid_0's l1: 21.0817
[73] valid_0's poisson: -97.2935 valid_0's l1: 21.0463
[74] valid_0's poisson: -97.3488 valid_0's l1: 21.0096
[75] valid_0's poisson: -97.4097 valid_0's l1: 20.97
[76] valid_0's poisson: -97.4929 valid_0's l1: 20.9069
[77] valid_0's poisson: -97.5631 valid_0's l1: 20.8656
[78] valid_0's poisson: -97.62 valid_0's l1: 20.8283
[79] valid_0's poisson: -97.6874 valid_0's l1: 20.7884
[80] valid_0's poisson: -97.7658 valid_0's l1: 20.729
[81] valid_0's poisson: -97.8416 valid_0's l1: 20.6716
[82] valid_0's poisson: -97.8852 valid_0's l1: 20.6424
[83] valid_0's poisson: -97.9575 valid_0's l1: 20.5868
[84] valid_0's poisson: -98.0277 valid_0's l1: 20.5317
[85] valid_0's poisson: -98.0954 valid_0's l1: 20.4781
[86] valid_0's poisson: -98.1616 valid_0's l1: 20.4384
[87] valid_0's poisson: -98.3103 valid_0's l1: 20.3641
[88] valid_0's poisson: -98.3478 valid_0's l1: 20.3357
[89] valid_0's poisson: -98.4106 valid_0's l1: 20.2835
[90] valid_0's poisson: -98.4694 valid_0's l1: 20.2428
[91] valid_0's poisson: -98.5297 valid_0's l1: 20.1928
[92] valid_0's poisson: -98.588 valid_0's l1: 20.1441
[93] valid_0's poisson: -98.6445 valid_0's l1: 20.0974
[94] valid_0's poisson: -98.6786 valid_0's l1: 20.0713
[95] valid_0's poisson: -98.7207 valid_0's l1: 20.0414
[96] valid_0's poisson: -98.7529 valid_0's l1: 20.0168
[97] valid_0's poisson: -98.8809 valid_0's l1: 19.9503
[98] valid_0's poisson: -98.9119 valid_0's l1: 19.9265
[99] valid_0's poisson: -98.942 valid_0's l1: 19.9034
[100] valid_0's poisson: -99.0618 valid_0's l1: 19.8399
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7405 valid_0's l1: 28.8719
[3] valid_0's poisson: -82.39 valid_0's l1: 28.6325
[4] valid_0's poisson: -82.9838 valid_0's l1: 28.4037
[5] valid_0's poisson: -83.5753 valid_0's l1: 28.1749
[6] valid_0's poisson: -84.1363 valid_0's l1: 27.9523
[7] valid_0's poisson: -84.669 valid_0's l1: 27.7357
[8] valid_0's poisson: -85.1705 valid_0's l1: 27.5272
[9] valid_0's poisson: -85.639 valid_0's l1: 27.328
[10] valid_0's poisson: -86.1006 valid_0's l1: 27.1286
[11] valid_0's poisson: -86.537 valid_0's l1: 26.9377
[12] valid_0's poisson: -86.9579 valid_0's l1: 26.7496
[13] valid_0's poisson: -87.3598 valid_0's l1: 26.5669
[14] valid_0's poisson: -87.7438 valid_0's l1: 26.389
[15] valid_0's poisson: -88.106 valid_0's l1: 26.2209
[16] valid_0's poisson: -88.4596 valid_0's l1: 26.0514
[17] valid_0's poisson: -88.7982 valid_0's l1: 25.8881
[18] valid_0's poisson: -89.1227 valid_0's l1: 25.728
[19] valid_0's poisson: -89.4339 valid_0's l1: 25.574
[20] valid_0's poisson: -89.732 valid_0's l1: 25.423
[21] valid_0's poisson: -90.0188 valid_0's l1: 25.2781
[22] valid_0's poisson: -90.2775 valid_0's l1: 25.1475
[23] valid_0's poisson: -90.5271 valid_0's l1: 25.021
[24] valid_0's poisson: -90.8006 valid_0's l1: 24.875
[25] valid_0's poisson: -91.0626 valid_0's l1: 24.7324
[26] valid_0's poisson: -91.3137 valid_0's l1: 24.5937
[27] valid_0's poisson: -91.5441 valid_0's l1: 24.4739
[28] valid_0's poisson: -91.7663 valid_0's l1: 24.3603
[29] valid_0's poisson: -91.9936 valid_0's l1: 24.2313
[30] valid_0's poisson: -92.1822 valid_0's l1: 24.1258
[31] valid_0's poisson: -92.3567 valid_0's l1: 24.0316
[32] valid_0's poisson: -92.5622 valid_0's l1: 23.91
[33] valid_0's poisson: -92.7596 valid_0's l1: 23.792
[34] valid_0's poisson: -92.9493 valid_0's l1: 23.6762
[35] valid_0's poisson: -93.1318 valid_0's l1: 23.5646
[36] valid_0's poisson: -93.3107 valid_0's l1: 23.456
[37] valid_0's poisson: -93.48 valid_0's l1: 23.3506
[38] valid_0's poisson: -93.6072 valid_0's l1: 23.2771
[39] valid_0's poisson: -93.7861 valid_0's l1: 23.1662
[40] valid_0's poisson: -93.9583 valid_0's l1: 23.0583
[41] valid_0's poisson: -94.1239 valid_0's l1: 22.9523
[42] valid_0's poisson: -94.2524 valid_0's l1: 22.8807
[43] valid_0's poisson: -94.3783 valid_0's l1: 22.8053
[44] valid_0's poisson: -94.5346 valid_0's l1: 22.7149
[45] valid_0's poisson: -94.6858 valid_0's l1: 22.6171
[46] valid_0's poisson: -94.8148 valid_0's l1: 22.5468
[47] valid_0's poisson: -94.9569 valid_0's l1: 22.4546
[48] valid_0's poisson: -95.068 valid_0's l1: 22.3873
[49] valid_0's poisson: -95.1757 valid_0's l1: 22.3222
[50] valid_0's poisson: -95.2855 valid_0's l1: 22.2619
[51] valid_0's poisson: -95.3739 valid_0's l1: 22.2087
[52] valid_0's poisson: -95.5015 valid_0's l1: 22.1219
[53] valid_0's poisson: -95.5976 valid_0's l1: 22.0637
[54] valid_0's poisson: -95.7015 valid_0's l1: 21.9898
[55] valid_0's poisson: -95.8144 valid_0's l1: 21.9259
[56] valid_0's poisson: -95.9239 valid_0's l1: 21.8641
[57] valid_0's poisson: -96.0018 valid_0's l1: 21.8161
[58] valid_0's poisson: -96.0777 valid_0's l1: 21.7698
[59] valid_0's poisson: -96.18 valid_0's l1: 21.7119
[60] valid_0's poisson: -96.2641 valid_0's l1: 21.6587
[61] valid_0's poisson: -96.3689 valid_0's l1: 21.5848
[62] valid_0's poisson: -96.4633 valid_0's l1: 21.5305
[63] valid_0's poisson: -96.5294 valid_0's l1: 21.4885
[64] valid_0's poisson: -96.5992 valid_0's l1: 21.4437
[65] valid_0's poisson: -96.6889 valid_0's l1: 21.3785
[66] valid_0's poisson: -96.7627 valid_0's l1: 21.3316
[67] valid_0's poisson: -96.8513 valid_0's l1: 21.2806
[68] valid_0's poisson: -96.9374 valid_0's l1: 21.2313
[69] valid_0's poisson: -97.0209 valid_0's l1: 21.1832
[70] valid_0's poisson: -97.0882 valid_0's l1: 21.1394
[71] valid_0's poisson: -97.1478 valid_0's l1: 21.0998
[72] valid_0's poisson: -97.2058 valid_0's l1: 21.0614
[73] valid_0's poisson: -97.283 valid_0's l1: 21.0161
[74] valid_0's poisson: -97.3439 valid_0's l1: 20.977
[75] valid_0's poisson: -97.4246 valid_0's l1: 20.9155
[76] valid_0's poisson: -97.4955 valid_0's l1: 20.8731
[77] valid_0's poisson: -97.5796 valid_0's l1: 20.8113
[78] valid_0's poisson: -97.6282 valid_0's l1: 20.7797
[79] valid_0's poisson: -97.6964 valid_0's l1: 20.7393
[80] valid_0's poisson: -97.7756 valid_0's l1: 20.6796
[81] valid_0's poisson: -97.852 valid_0's l1: 20.6218
[82] valid_0's poisson: -97.9259 valid_0's l1: 20.5651
[83] valid_0's poisson: -97.9972 valid_0's l1: 20.5094
[84] valid_0's poisson: -98.0348 valid_0's l1: 20.481
[85] valid_0's poisson: -98.103 valid_0's l1: 20.4263
[86] valid_0's poisson: -98.1388 valid_0's l1: 20.3992
[87] valid_0's poisson: -98.204 valid_0's l1: 20.3461
[88] valid_0's poisson: -98.248 valid_0's l1: 20.3178
[89] valid_0's poisson: -98.3258 valid_0's l1: 20.2714
[90] valid_0's poisson: -98.3869 valid_0's l1: 20.2217
[91] valid_0's poisson: -98.446 valid_0's l1: 20.1734
[92] valid_0's poisson: -98.4889 valid_0's l1: 20.1433
[93] valid_0's poisson: -98.6336 valid_0's l1: 20.0719
[94] valid_0's poisson: -98.6647 valid_0's l1: 20.0477
[95] valid_0's poisson: -98.695 valid_0's l1: 20.0242
[96] valid_0's poisson: -98.7454 valid_0's l1: 19.989
[97] valid_0's poisson: -98.7988 valid_0's l1: 19.952
[98] valid_0's poisson: -98.8524 valid_0's l1: 19.9074
[99] valid_0's poisson: -98.892 valid_0's l1: 19.8796
[100] valid_0's poisson: -99.0216 valid_0's l1: 19.8139
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7155 valid_0's l1: 28.88
[3] valid_0's poisson: -82.3666 valid_0's l1: 28.6408
[4] valid_0's poisson: -82.9619 valid_0's l1: 28.412
[5] valid_0's poisson: -83.555 valid_0's l1: 28.1835
[6] valid_0's poisson: -84.1171 valid_0's l1: 27.9617
[7] valid_0's poisson: -84.6277 valid_0's l1: 27.7523
[8] valid_0's poisson: -85.1146 valid_0's l1: 27.5485
[9] valid_0's poisson: -85.5668 valid_0's l1: 27.3561
[10] valid_0's poisson: -86.0269 valid_0's l1: 27.1589
[11] valid_0's poisson: -86.4655 valid_0's l1: 26.9683
[12] valid_0's poisson: -86.884 valid_0's l1: 26.7823
[13] valid_0's poisson: -87.2836 valid_0's l1: 26.6028
[14] valid_0's poisson: -87.6656 valid_0's l1: 26.427
[15] valid_0's poisson: -88.0309 valid_0's l1: 26.2569
[16] valid_0's poisson: -88.3806 valid_0's l1: 26.0909
[17] valid_0's poisson: -88.7156 valid_0's l1: 25.9309
[18] valid_0's poisson: -89.0418 valid_0's l1: 25.7725
[19] valid_0's poisson: -89.3342 valid_0's l1: 25.6285
[20] valid_0's poisson: -89.6324 valid_0's l1: 25.4789
[21] valid_0's poisson: -89.904 valid_0's l1: 25.3441
[22] valid_0's poisson: -90.1657 valid_0's l1: 25.2158
[23] valid_0's poisson: -90.4577 valid_0's l1: 25.0609
[24] valid_0's poisson: -90.7195 valid_0's l1: 24.9272
[25] valid_0's poisson: -90.9712 valid_0's l1: 24.7968
[26] valid_0's poisson: -91.2306 valid_0's l1: 24.655
[27] valid_0's poisson: -91.4793 valid_0's l1: 24.5161
[28] valid_0's poisson: -91.68 valid_0's l1: 24.4067
[29] valid_0's poisson: -91.8779 valid_0's l1: 24.2977
[30] valid_0's poisson: -92.0788 valid_0's l1: 24.1943
[31] valid_0's poisson: -92.2998 valid_0's l1: 24.0687
[32] valid_0's poisson: -92.5176 valid_0's l1: 23.9441
[33] valid_0's poisson: -92.7267 valid_0's l1: 23.8229
[34] valid_0's poisson: -92.937 valid_0's l1: 23.6979
[35] valid_0's poisson: -93.139 valid_0's l1: 23.5776
[36] valid_0's poisson: -93.2711 valid_0's l1: 23.5011
[37] valid_0's poisson: -93.422 valid_0's l1: 23.414
[38] valid_0's poisson: -93.6097 valid_0's l1: 23.3011
[39] valid_0's poisson: -93.7926 valid_0's l1: 23.1904
[40] valid_0's poisson: -93.9685 valid_0's l1: 23.0825
[41] valid_0's poisson: -94.0862 valid_0's l1: 23.0132
[42] valid_0's poisson: -94.2357 valid_0's l1: 22.9333
[43] valid_0's poisson: -94.3987 valid_0's l1: 22.8306
[44] valid_0's poisson: -94.5058 valid_0's l1: 22.7662
[45] valid_0's poisson: -94.6594 valid_0's l1: 22.6691
[46] valid_0's poisson: -94.8073 valid_0's l1: 22.5753
[47] valid_0's poisson: -94.907 valid_0's l1: 22.5153
[48] valid_0's poisson: -95.0139 valid_0's l1: 22.454
[49] valid_0's poisson: -95.1419 valid_0's l1: 22.3854
[50] valid_0's poisson: -95.2464 valid_0's l1: 22.3224
[51] valid_0's poisson: -95.3685 valid_0's l1: 22.2555
[52] valid_0's poisson: -95.4981 valid_0's l1: 22.1678
[53] valid_0's poisson: -95.6231 valid_0's l1: 22.0832
[54] valid_0's poisson: -95.7168 valid_0's l1: 22.026
[55] valid_0's poisson: -95.8178 valid_0's l1: 21.9688
[56] valid_0's poisson: -95.9271 valid_0's l1: 21.8933
[57] valid_0's poisson: -96.0052 valid_0's l1: 21.8447
[58] valid_0's poisson: -96.1001 valid_0's l1: 21.7915
[59] valid_0's poisson: -96.2124 valid_0's l1: 21.7298
[60] valid_0's poisson: -96.2972 valid_0's l1: 21.6768
[61] valid_0's poisson: -96.4038 valid_0's l1: 21.6175
[62] valid_0's poisson: -96.4996 valid_0's l1: 21.5625
[63] valid_0's poisson: -96.5819 valid_0's l1: 21.5096
[64] valid_0's poisson: -96.6802 valid_0's l1: 21.4536
[65] valid_0's poisson: -96.7441 valid_0's l1: 21.4118
[66] valid_0's poisson: -96.8324 valid_0's l1: 21.3607
[67] valid_0's poisson: -96.9073 valid_0's l1: 21.3115
[68] valid_0's poisson: -96.9673 valid_0's l1: 21.2728
[69] valid_0's poisson: -97.0384 valid_0's l1: 21.2258
[70] valid_0's poisson: -97.1078 valid_0's l1: 21.1801
[71] valid_0's poisson: -97.1878 valid_0's l1: 21.1331
[72] valid_0's poisson: -97.2811 valid_0's l1: 21.0639
[73] valid_0's poisson: -97.3566 valid_0's l1: 21.0197
[74] valid_0's poisson: -97.4456 valid_0's l1: 20.953
[75] valid_0's poisson: -97.5315 valid_0's l1: 20.8884
[76] valid_0's poisson: -97.5767 valid_0's l1: 20.8547
[77] valid_0's poisson: -97.655 valid_0's l1: 20.8046
[78] valid_0's poisson: -97.6986 valid_0's l1: 20.7723
[79] valid_0's poisson: -97.7449 valid_0's l1: 20.7415
[80] valid_0's poisson: -97.7865 valid_0's l1: 20.7105
[81] valid_0's poisson: -97.8647 valid_0's l1: 20.6508
[82] valid_0's poisson: -97.9397 valid_0's l1: 20.5926
[83] valid_0's poisson: -98.0133 valid_0's l1: 20.5356
[84] valid_0's poisson: -98.0845 valid_0's l1: 20.4799
[85] valid_0's poisson: -98.1524 valid_0's l1: 20.4249
[86] valid_0's poisson: -98.2218 valid_0's l1: 20.3834
[87] valid_0's poisson: -98.3792 valid_0's l1: 20.305
[88] valid_0's poisson: -98.4148 valid_0's l1: 20.2774
[89] valid_0's poisson: -98.4717 valid_0's l1: 20.2425
[90] valid_0's poisson: -98.5231 valid_0's l1: 20.2058
[91] valid_0's poisson: -98.5773 valid_0's l1: 20.1681
[92] valid_0's poisson: -98.6321 valid_0's l1: 20.1297
[93] valid_0's poisson: -98.6924 valid_0's l1: 20.0798
[94] valid_0's poisson: -98.833 valid_0's l1: 20.0072
[95] valid_0's poisson: -98.8653 valid_0's l1: 19.9821
[96] valid_0's poisson: -98.8969 valid_0's l1: 19.9576
[97] valid_0's poisson: -98.9565 valid_0's l1: 19.9219
[98] valid_0's poisson: -99.0078 valid_0's l1: 19.8854
[99] valid_0's poisson: -99.0916 valid_0's l1: 19.8468
[100] valid_0's poisson: -99.1482 valid_0's l1: 19.8124
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7629 valid_0's l1: 28.8668
[3] valid_0's poisson: -82.3527 valid_0's l1: 28.6429
[4] valid_0's poisson: -82.9525 valid_0's l1: 28.4128
[5] valid_0's poisson: -83.5395 valid_0's l1: 28.1858
[6] valid_0's poisson: -84.0957 valid_0's l1: 27.9661
[7] valid_0's poisson: -84.6298 valid_0's l1: 27.7503
[8] valid_0's poisson: -85.1375 valid_0's l1: 27.5408
[9] valid_0's poisson: -85.5875 valid_0's l1: 27.3493
[10] valid_0's poisson: -86.0523 valid_0's l1: 27.1486
[11] valid_0's poisson: -86.4874 valid_0's l1: 26.9574
[12] valid_0's poisson: -86.9016 valid_0's l1: 26.7736
[13] valid_0's poisson: -87.2972 valid_0's l1: 26.5956
[14] valid_0's poisson: -87.6753 valid_0's l1: 26.4221
[15] valid_0's poisson: -88.0369 valid_0's l1: 26.2535
[16] valid_0's poisson: -88.392 valid_0's l1: 26.0832
[17] valid_0's poisson: -88.725 valid_0's l1: 25.9218
[18] valid_0's poisson: -89.0264 valid_0's l1: 25.7756
[19] valid_0's poisson: -89.3346 valid_0's l1: 25.6234
[20] valid_0's poisson: -89.6232 valid_0's l1: 25.4806
[21] valid_0's poisson: -89.9095 valid_0's l1: 25.3345
[22] valid_0's poisson: -90.1721 valid_0's l1: 25.2027
[23] valid_0's poisson: -90.4651 valid_0's l1: 25.0454
[24] valid_0's poisson: -90.7115 valid_0's l1: 24.9202
[25] valid_0's poisson: -90.9623 valid_0's l1: 24.7914
[26] valid_0's poisson: -91.2234 valid_0's l1: 24.6491
[27] valid_0's poisson: -91.4762 valid_0's l1: 24.5086
[28] valid_0's poisson: -91.7183 valid_0's l1: 24.3744
[29] valid_0's poisson: -91.9505 valid_0's l1: 24.2427
[30] valid_0's poisson: -92.1304 valid_0's l1: 24.1438
[31] valid_0's poisson: -92.3045 valid_0's l1: 24.0482
[32] valid_0's poisson: -92.4873 valid_0's l1: 23.9461
[33] valid_0's poisson: -92.707 valid_0's l1: 23.818
[34] valid_0's poisson: -92.9074 valid_0's l1: 23.6997
[35] valid_0's poisson: -93.1104 valid_0's l1: 23.5789
[36] valid_0's poisson: -93.3009 valid_0's l1: 23.4739
[37] valid_0's poisson: -93.4921 valid_0's l1: 23.3584
[38] valid_0's poisson: -93.6187 valid_0's l1: 23.2838
[39] valid_0's poisson: -93.7996 valid_0's l1: 23.1733
[40] valid_0's poisson: -93.9736 valid_0's l1: 23.0657
[41] valid_0's poisson: -94.1411 valid_0's l1: 22.9599
[42] valid_0's poisson: -94.282 valid_0's l1: 22.8825
[43] valid_0's poisson: -94.4061 valid_0's l1: 22.8095
[44] valid_0's poisson: -94.5521 valid_0's l1: 22.7301
[45] valid_0's poisson: -94.6818 valid_0's l1: 22.6413
[46] valid_0's poisson: -94.8249 valid_0's l1: 22.5492
[47] valid_0's poisson: -94.9647 valid_0's l1: 22.4587
[48] valid_0's poisson: -95.0614 valid_0's l1: 22.3995
[49] valid_0's poisson: -95.1775 valid_0's l1: 22.3328
[50] valid_0's poisson: -95.3005 valid_0's l1: 22.266
[51] valid_0's poisson: -95.3995 valid_0's l1: 22.2037
[52] valid_0's poisson: -95.5221 valid_0's l1: 22.1316
[53] valid_0's poisson: -95.6441 valid_0's l1: 22.0499
[54] valid_0's poisson: -95.7283 valid_0's l1: 21.9975
[55] valid_0's poisson: -95.8393 valid_0's l1: 21.9355
[56] valid_0's poisson: -95.9291 valid_0's l1: 21.8802
[57] valid_0's poisson: -96.0159 valid_0's l1: 21.8249
[58] valid_0's poisson: -96.1025 valid_0's l1: 21.769
[59] valid_0's poisson: -96.2028 valid_0's l1: 21.6984
[60] valid_0's poisson: -96.2996 valid_0's l1: 21.6302
[61] valid_0's poisson: -96.397 valid_0's l1: 21.5743
[62] valid_0's poisson: -96.4718 valid_0's l1: 21.5272
[63] valid_0's poisson: -96.5659 valid_0's l1: 21.4733
[64] valid_0's poisson: -96.6573 valid_0's l1: 21.4208
[65] valid_0's poisson: -96.7225 valid_0's l1: 21.3786
[66] valid_0's poisson: -96.8096 valid_0's l1: 21.329
[67] valid_0's poisson: -96.8942 valid_0's l1: 21.2806
[68] valid_0's poisson: -96.9541 valid_0's l1: 21.2414
[69] valid_0's poisson: -97.0413 valid_0's l1: 21.1865
[70] valid_0's poisson: -97.1016 valid_0's l1: 21.1461
[71] valid_0's poisson: -97.1684 valid_0's l1: 21.1012
[72] valid_0's poisson: -97.2254 valid_0's l1: 21.0631
[73] valid_0's poisson: -97.3013 valid_0's l1: 21.0188
[74] valid_0's poisson: -97.3635 valid_0's l1: 20.9764
[75] valid_0's poisson: -97.4314 valid_0's l1: 20.9345
[76] valid_0's poisson: -97.5163 valid_0's l1: 20.8713
[77] valid_0's poisson: -97.5983 valid_0's l1: 20.8101
[78] valid_0's poisson: -97.6664 valid_0's l1: 20.7697
[79] valid_0's poisson: -97.7228 valid_0's l1: 20.7314
[80] valid_0's poisson: -97.7996 valid_0's l1: 20.6729
[81] valid_0's poisson: -97.8709 valid_0's l1: 20.6309
[82] valid_0's poisson: -97.9223 valid_0's l1: 20.5955
[83] valid_0's poisson: -97.9957 valid_0's l1: 20.539
[84] valid_0's poisson: -98.0653 valid_0's l1: 20.4834
[85] valid_0's poisson: -98.1326 valid_0's l1: 20.4292
[86] valid_0's poisson: -98.199 valid_0's l1: 20.3756
[87] valid_0's poisson: -98.2398 valid_0's l1: 20.3483
[88] valid_0's poisson: -98.3034 valid_0's l1: 20.2978
[89] valid_0's poisson: -98.3649 valid_0's l1: 20.2481
[90] valid_0's poisson: -98.3996 valid_0's l1: 20.2214
[91] valid_0's poisson: -98.4586 valid_0's l1: 20.1742
[92] valid_0's poisson: -98.4916 valid_0's l1: 20.149
[93] valid_0's poisson: -98.6131 valid_0's l1: 20.0868
[94] valid_0's poisson: -98.6471 valid_0's l1: 20.0616
[95] valid_0's poisson: -98.7007 valid_0's l1: 20.0245
[96] valid_0's poisson: -98.7725 valid_0's l1: 19.9814
[97] valid_0's poisson: -98.8348 valid_0's l1: 19.9336
[98] valid_0's poisson: -98.8645 valid_0's l1: 19.91
[99] valid_0's poisson: -98.9315 valid_0's l1: 19.8693
[100] valid_0's poisson: -98.9599 valid_0's l1: 19.8465
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.0801 valid_0's l1: 29.1117
[2] valid_0's poisson: -81.7637 valid_0's l1: 28.8657
[3] valid_0's poisson: -82.3494 valid_0's l1: 28.646
[4] valid_0's poisson: -82.9472 valid_0's l1: 28.4161
[5] valid_0's poisson: -83.5419 valid_0's l1: 28.1864
[6] valid_0's poisson: -84.1009 valid_0's l1: 27.9644
[7] valid_0's poisson: -84.6372 valid_0's l1: 27.7469
[8] valid_0's poisson: -85.1469 valid_0's l1: 27.5357
[9] valid_0's poisson: -85.5817 valid_0's l1: 27.3508
[10] valid_0's poisson: -86.0483 valid_0's l1: 27.15
[11] valid_0's poisson: -86.4931 valid_0's l1: 26.9557
[12] valid_0's poisson: -86.9177 valid_0's l1: 26.7663
[13] valid_0's poisson: -87.3231 valid_0's l1: 26.5834
[14] valid_0's poisson: -87.7105 valid_0's l1: 26.4046
[15] valid_0's poisson: -88.0741 valid_0's l1: 26.2347
[16] valid_0's poisson: -88.4046 valid_0's l1: 26.0782
[17] valid_0's poisson: -88.7413 valid_0's l1: 25.9167
[18] valid_0's poisson: -89.0637 valid_0's l1: 25.758
[19] valid_0's poisson: -89.3728 valid_0's l1: 25.6053
[20] valid_0's poisson: -89.6616 valid_0's l1: 25.4621
[21] valid_0's poisson: -89.9395 valid_0's l1: 25.3233
[22] valid_0's poisson: -90.2001 valid_0's l1: 25.1945
[23] valid_0's poisson: -90.4699 valid_0's l1: 25.055
[24] valid_0's poisson: -90.7282 valid_0's l1: 24.9231
[25] valid_0's poisson: -90.9954 valid_0's l1: 24.7788
[26] valid_0's poisson: -91.2513 valid_0's l1: 24.6385
[27] valid_0's poisson: -91.4967 valid_0's l1: 24.501
[28] valid_0's poisson: -91.6943 valid_0's l1: 24.3925
[29] valid_0's poisson: -91.9284 valid_0's l1: 24.2703
[30] valid_0's poisson: -92.1635 valid_0's l1: 24.1377
[31] valid_0's poisson: -92.3795 valid_0's l1: 24.0142
[32] valid_0's poisson: -92.5869 valid_0's l1: 23.8934
[33] valid_0's poisson: -92.7435 valid_0's l1: 23.8058
[34] valid_0's poisson: -92.9517 valid_0's l1: 23.683
[35] valid_0's poisson: -93.1518 valid_0's l1: 23.565
[36] valid_0's poisson: -93.3164 valid_0's l1: 23.4762
[37] valid_0's poisson: -93.4679 valid_0's l1: 23.3885
[38] valid_0's poisson: -93.6494 valid_0's l1: 23.2783
[39] valid_0's poisson: -93.8265 valid_0's l1: 23.1794
[40] valid_0's poisson: -93.9973 valid_0's l1: 23.0841
[41] valid_0's poisson: -94.1639 valid_0's l1: 22.9797
[42] valid_0's poisson: -94.3243 valid_0's l1: 22.8778
[43] valid_0's poisson: -94.4349 valid_0's l1: 22.8118
[44] valid_0's poisson: -94.5867 valid_0's l1: 22.7143
[45] valid_0's poisson: -94.733 valid_0's l1: 22.6198
[46] valid_0's poisson: -94.8588 valid_0's l1: 22.5507
[47] valid_0's poisson: -94.9938 valid_0's l1: 22.4784
[48] valid_0's poisson: -95.1246 valid_0's l1: 22.4082
[49] valid_0's poisson: -95.2189 valid_0's l1: 22.3514
[50] valid_0's poisson: -95.3391 valid_0's l1: 22.2708
[51] valid_0's poisson: -95.4569 valid_0's l1: 22.2053
[52] valid_0's poisson: -95.5545 valid_0's l1: 22.1444
[53] valid_0's poisson: -95.6407 valid_0's l1: 22.0915
[54] valid_0's poisson: -95.7446 valid_0's l1: 22.0178
[55] valid_0's poisson: -95.8539 valid_0's l1: 21.956
[56] valid_0's poisson: -95.9437 valid_0's l1: 21.9009
[57] valid_0's poisson: -96.0491 valid_0's l1: 21.8414
[58] valid_0's poisson: -96.1349 valid_0's l1: 21.7874
[59] valid_0's poisson: -96.2358 valid_0's l1: 21.7311
[60] valid_0's poisson: -96.3283 valid_0's l1: 21.6631
[61] valid_0's poisson: -96.4221 valid_0's l1: 21.5958
[62] valid_0's poisson: -96.501 valid_0's l1: 21.5447
[63] valid_0's poisson: -96.568 valid_0's l1: 21.5014
[64] valid_0's poisson: -96.6515 valid_0's l1: 21.4378
[65] valid_0's poisson: -96.7385 valid_0's l1: 21.3877
[66] valid_0's poisson: -96.8009 valid_0's l1: 21.3474
[67] valid_0's poisson: -96.8719 valid_0's l1: 21.302
[68] valid_0's poisson: -96.9536 valid_0's l1: 21.2554
[69] valid_0's poisson: -97.0329 valid_0's l1: 21.2096
[70] valid_0's poisson: -97.1099 valid_0's l1: 21.1646
[71] valid_0's poisson: -97.1934 valid_0's l1: 21.1117
[72] valid_0's poisson: -97.2748 valid_0's l1: 21.0517
[73] valid_0's poisson: -97.3415 valid_0's l1: 21.0068
[74] valid_0's poisson: -97.391 valid_0's l1: 20.9707
[75] valid_0's poisson: -97.4437 valid_0's l1: 20.9344
[76] valid_0's poisson: -97.526 valid_0's l1: 20.8727
[77] valid_0's poisson: -97.6056 valid_0's l1: 20.8134
[78] valid_0's poisson: -97.6824 valid_0's l1: 20.7554
[79] valid_0's poisson: -97.739 valid_0's l1: 20.7166
[80] valid_0's poisson: -97.7815 valid_0's l1: 20.685
[81] valid_0's poisson: -97.8333 valid_0's l1: 20.6502
[82] valid_0's poisson: -97.9059 valid_0's l1: 20.5948
[83] valid_0's poisson: -97.976 valid_0's l1: 20.5405
[84] valid_0's poisson: -98.0439 valid_0's l1: 20.4872
[85] valid_0's poisson: -98.108 valid_0's l1: 20.4353
[86] valid_0's poisson: -98.1701 valid_0's l1: 20.3846
[87] valid_0's poisson: -98.2062 valid_0's l1: 20.3568
[88] valid_0's poisson: -98.2531 valid_0's l1: 20.3259
[89] valid_0's poisson: -98.398 valid_0's l1: 20.2539
[90] valid_0's poisson: -98.4348 valid_0's l1: 20.227
[91] valid_0's poisson: -98.5701 valid_0's l1: 20.1577
[92] valid_0's poisson: -98.6327 valid_0's l1: 20.1197
[93] valid_0's poisson: -98.688 valid_0's l1: 20.0731
[94] valid_0's poisson: -98.7427 valid_0's l1: 20.0274
[95] valid_0's poisson: -98.8131 valid_0's l1: 19.9848
[96] valid_0's poisson: -98.9361 valid_0's l1: 19.9199
[97] valid_0's poisson: -98.9879 valid_0's l1: 19.8841
[98] valid_0's poisson: -99.0551 valid_0's l1: 19.8429
[99] valid_0's poisson: -99.1202 valid_0's l1: 19.803
[100] valid_0's poisson: -99.1687 valid_0's l1: 19.7692
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.2296 valid_0's l1: 29.0589
[2] valid_0's poisson: -82.0269 valid_0's l1: 28.7677
[3] valid_0's poisson: -82.8228 valid_0's l1: 28.4727
[4] valid_0's poisson: -83.5371 valid_0's l1: 28.1905
[5] valid_0's poisson: -84.2495 valid_0's l1: 27.9064
[6] valid_0's poisson: -84.8934 valid_0's l1: 27.6337
[7] valid_0's poisson: -85.5344 valid_0's l1: 27.3631
[8] valid_0's poisson: -86.1503 valid_0's l1: 27.0958
[9] valid_0's poisson: -86.7396 valid_0's l1: 26.8342
[10] valid_0's poisson: -87.3237 valid_0's l1: 26.5722
[11] valid_0's poisson: -87.8786 valid_0's l1: 26.3161
[12] valid_0's poisson: -88.4257 valid_0's l1: 26.0624
[13] valid_0's poisson: -88.9373 valid_0's l1: 25.8195
[14] valid_0's poisson: -89.4339 valid_0's l1: 25.5776
[15] valid_0's poisson: -89.9067 valid_0's l1: 25.3419
[16] valid_0's poisson: -90.3298 valid_0's l1: 25.12
[17] valid_0's poisson: -90.7582 valid_0's l1: 24.8969
[18] valid_0's poisson: -91.1573 valid_0's l1: 24.6808
[19] valid_0's poisson: -91.5087 valid_0's l1: 24.4801
[20] valid_0's poisson: -91.8899 valid_0's l1: 24.2717
[21] valid_0's poisson: -92.2579 valid_0's l1: 24.0684
[22] valid_0's poisson: -92.6046 valid_0's l1: 23.8727
[23] valid_0's poisson: -92.9424 valid_0's l1: 23.6791
[24] valid_0's poisson: -93.251 valid_0's l1: 23.4948
[25] valid_0's poisson: -93.5635 valid_0's l1: 23.3107
[26] valid_0's poisson: -93.8574 valid_0's l1: 23.1338
[27] valid_0's poisson: -94.1352 valid_0's l1: 22.9614
[28] valid_0's poisson: -94.5624 valid_0's l1: 22.7627
[29] valid_0's poisson: -95.0579 valid_0's l1: 22.5413
[30] valid_0's poisson: -95.5421 valid_0's l1: 22.3205
[31] valid_0's poisson: -95.8135 valid_0's l1: 22.1441
[32] valid_0's poisson: -96.2178 valid_0's l1: 21.9448
[33] valid_0's poisson: -96.5979 valid_0's l1: 21.7508
[34] valid_0's poisson: -96.993 valid_0's l1: 21.5516
[35] valid_0's poisson: -97.1838 valid_0's l1: 21.4115
[36] valid_0's poisson: -97.5404 valid_0's l1: 21.2206
[37] valid_0's poisson: -97.8929 valid_0's l1: 21.0238
[38] valid_0's poisson: -98.0766 valid_0's l1: 20.8832
[39] valid_0's poisson: -98.273 valid_0's l1: 20.7349
[40] valid_0's poisson: -98.588 valid_0's l1: 20.5518
[41] valid_0's poisson: -98.9018 valid_0's l1: 20.366
[42] valid_0's poisson: -99.1252 valid_0's l1: 20.2181
[43] valid_0's poisson: -99.3603 valid_0's l1: 20.0651
[44] valid_0's poisson: -99.6374 valid_0's l1: 19.8906
[45] valid_0's poisson: -99.8451 valid_0's l1: 19.747
[46] valid_0's poisson: -100.1 valid_0's l1: 19.5799
[47] valid_0's poisson: -100.342 valid_0's l1: 19.4181
[48] valid_0's poisson: -100.516 valid_0's l1: 19.2866
[49] valid_0's poisson: -100.736 valid_0's l1: 19.1351
[50] valid_0's poisson: -100.917 valid_0's l1: 19.0078
[51] valid_0's poisson: -101.11 valid_0's l1: 18.8687
[52] valid_0's poisson: -101.288 valid_0's l1: 18.7379
[53] valid_0's poisson: -101.475 valid_0's l1: 18.5959
[54] valid_0's poisson: -101.662 valid_0's l1: 18.4555
[55] valid_0's poisson: -101.845 valid_0's l1: 18.3197
[56] valid_0's poisson: -102.02 valid_0's l1: 18.1857
[57] valid_0's poisson: -102.202 valid_0's l1: 18.0462
[58] valid_0's poisson: -102.362 valid_0's l1: 17.9186
[59] valid_0's poisson: -102.455 valid_0's l1: 17.8278
[60] valid_0's poisson: -102.536 valid_0's l1: 17.7477
[61] valid_0's poisson: -102.685 valid_0's l1: 17.6358
[62] valid_0's poisson: -102.839 valid_0's l1: 17.5105
[63] valid_0's poisson: -102.945 valid_0's l1: 17.4174
[64] valid_0's poisson: -103.089 valid_0's l1: 17.2968
[65] valid_0's poisson: -103.232 valid_0's l1: 17.181
[66] valid_0's poisson: -103.307 valid_0's l1: 17.1051
[67] valid_0's poisson: -103.403 valid_0's l1: 17.0184
[68] valid_0's poisson: -103.525 valid_0's l1: 16.9227
[69] valid_0's poisson: -103.604 valid_0's l1: 16.8454
[70] valid_0's poisson: -103.706 valid_0's l1: 16.7573
[71] valid_0's poisson: -103.838 valid_0's l1: 16.6462
[72] valid_0's poisson: -103.966 valid_0's l1: 16.5376
[73] valid_0's poisson: -104.035 valid_0's l1: 16.4684
[74] valid_0's poisson: -104.101 valid_0's l1: 16.4004
[75] valid_0's poisson: -104.191 valid_0's l1: 16.316
[76] valid_0's poisson: -104.292 valid_0's l1: 16.2246
[77] valid_0's poisson: -104.405 valid_0's l1: 16.1253
[78] valid_0's poisson: -104.463 valid_0's l1: 16.0655
[79] valid_0's poisson: -104.547 valid_0's l1: 15.9865
[80] valid_0's poisson: -104.651 valid_0's l1: 15.8927
[81] valid_0's poisson: -104.752 valid_0's l1: 15.8014
[82] valid_0's poisson: -104.828 valid_0's l1: 15.7234
[83] valid_0's poisson: -104.885 valid_0's l1: 15.6635
[84] valid_0's poisson: -104.938 valid_0's l1: 15.6088
[85] valid_0's poisson: -105.01 valid_0's l1: 15.5405
[86] valid_0's poisson: -105.061 valid_0's l1: 15.4876
[87] valid_0's poisson: -105.129 valid_0's l1: 15.4228
[88] valid_0's poisson: -105.193 valid_0's l1: 15.3585
[89] valid_0's poisson: -105.266 valid_0's l1: 15.2864
[90] valid_0's poisson: -105.336 valid_0's l1: 15.2156
[91] valid_0's poisson: -105.38 valid_0's l1: 15.1682
[92] valid_0's poisson: -105.447 valid_0's l1: 15.0999
[93] valid_0's poisson: -105.502 valid_0's l1: 15.04
[94] valid_0's poisson: -105.565 valid_0's l1: 14.9715
[95] valid_0's poisson: -105.626 valid_0's l1: 14.9044
[96] valid_0's poisson: -105.685 valid_0's l1: 14.849
[97] valid_0's poisson: -105.753 valid_0's l1: 14.7837
[98] valid_0's poisson: -105.809 valid_0's l1: 14.7208
[99] valid_0's poisson: -105.863 valid_0's l1: 14.6594
[100] valid_0's poisson: -105.914 valid_0's l1: 14.5987
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.2259 valid_0's l1: 29.059
[2] valid_0's poisson: -82.0226 valid_0's l1: 28.767
[3] valid_0's poisson: -82.8105 valid_0's l1: 28.4743
[4] valid_0's poisson: -83.5493 valid_0's l1: 28.1872
[5] valid_0's poisson: -84.2614 valid_0's l1: 27.9009
[6] valid_0's poisson: -84.9563 valid_0's l1: 27.6167
[7] valid_0's poisson: -85.6188 valid_0's l1: 27.3379
[8] valid_0's poisson: -86.2433 valid_0's l1: 27.0677
[9] valid_0's poisson: -86.8151 valid_0's l1: 26.8078
[10] valid_0's poisson: -87.3728 valid_0's l1: 26.5507
[11] valid_0's poisson: -87.9385 valid_0's l1: 26.2929
[12] valid_0's poisson: -88.4525 valid_0's l1: 26.046
[13] valid_0's poisson: -88.9742 valid_0's l1: 25.7981
[14] valid_0's poisson: -89.4711 valid_0's l1: 25.5561
[15] valid_0's poisson: -89.9413 valid_0's l1: 25.3191
[16] valid_0's poisson: -90.3756 valid_0's l1: 25.0937
[17] valid_0's poisson: -90.8021 valid_0's l1: 24.8699
[18] valid_0's poisson: -91.1939 valid_0's l1: 24.6565
[19] valid_0's poisson: -91.6142 valid_0's l1: 24.4365
[20] valid_0's poisson: -91.9869 valid_0's l1: 24.23
[21] valid_0's poisson: -92.3492 valid_0's l1: 24.0264
[22] valid_0's poisson: -92.725 valid_0's l1: 23.8207
[23] valid_0's poisson: -93.0444 valid_0's l1: 23.6323
[24] valid_0's poisson: -93.3404 valid_0's l1: 23.4537
[25] valid_0's poisson: -93.6668 valid_0's l1: 23.2617
[26] valid_0's poisson: -93.9541 valid_0's l1: 23.0883
[27] valid_0's poisson: -94.2483 valid_0's l1: 22.9112
[28] valid_0's poisson: -94.533 valid_0's l1: 22.7369
[29] valid_0's poisson: -94.8228 valid_0's l1: 22.5649
[30] valid_0's poisson: -95.2876 valid_0's l1: 22.3584
[31] valid_0's poisson: -95.7435 valid_0's l1: 22.1452
[32] valid_0's poisson: -95.9784 valid_0's l1: 21.9905
[33] valid_0's poisson: -96.412 valid_0's l1: 21.7807
[34] valid_0's poisson: -96.6306 valid_0's l1: 21.629
[35] valid_0's poisson: -96.842 valid_0's l1: 21.4815
[36] valid_0's poisson: -97.1649 valid_0's l1: 21.3064
[37] valid_0's poisson: -97.5398 valid_0's l1: 21.1106
[38] valid_0's poisson: -97.7282 valid_0's l1: 20.9729
[39] valid_0's poisson: -98.0062 valid_0's l1: 20.811
[40] valid_0's poisson: -98.273 valid_0's l1: 20.6541
[41] valid_0's poisson: -98.5373 valid_0's l1: 20.4952
[42] valid_0's poisson: -98.8596 valid_0's l1: 20.3142
[43] valid_0's poisson: -99.1561 valid_0's l1: 20.1363
[44] valid_0's poisson: -99.3746 valid_0's l1: 19.9904
[45] valid_0's poisson: -99.6195 valid_0's l1: 19.8366
[46] valid_0's poisson: -99.8883 valid_0's l1: 19.6652
[47] valid_0's poisson: -100.139 valid_0's l1: 19.5014
[48] valid_0's poisson: -100.373 valid_0's l1: 19.3492
[49] valid_0's poisson: -100.605 valid_0's l1: 19.1909
[50] valid_0's poisson: -100.808 valid_0's l1: 19.0502
[51] valid_0's poisson: -101.017 valid_0's l1: 18.8976
[52] valid_0's poisson: -101.215 valid_0's l1: 18.7493
[53] valid_0's poisson: -101.408 valid_0's l1: 18.6059
[54] valid_0's poisson: -101.519 valid_0's l1: 18.5028
[55] valid_0's poisson: -101.722 valid_0's l1: 18.3558
[56] valid_0's poisson: -101.83 valid_0's l1: 18.2576
[57] valid_0's poisson: -101.937 valid_0's l1: 18.1601
[58] valid_0's poisson: -102.038 valid_0's l1: 18.0656
[59] valid_0's poisson: -102.209 valid_0's l1: 17.9432
[60] valid_0's poisson: -102.396 valid_0's l1: 17.8021
[61] valid_0's poisson: -102.558 valid_0's l1: 17.6726
[62] valid_0's poisson: -102.65 valid_0's l1: 17.583
[63] valid_0's poisson: -102.791 valid_0's l1: 17.4644
[64] valid_0's poisson: -102.926 valid_0's l1: 17.35
[65] valid_0's poisson: -103.083 valid_0's l1: 17.2228
[66] valid_0's poisson: -103.159 valid_0's l1: 17.1471
[67] valid_0's poisson: -103.289 valid_0's l1: 17.0373
[68] valid_0's poisson: -103.433 valid_0's l1: 16.9171
[69] valid_0's poisson: -103.565 valid_0's l1: 16.8033
[70] valid_0's poisson: -103.676 valid_0's l1: 16.7106
[71] valid_0's poisson: -103.796 valid_0's l1: 16.609
[72] valid_0's poisson: -103.901 valid_0's l1: 16.5128
[73] valid_0's poisson: -104.013 valid_0's l1: 16.4108
[74] valid_0's poisson: -104.122 valid_0's l1: 16.3225
[75] valid_0's poisson: -104.212 valid_0's l1: 16.2349
[76] valid_0's poisson: -104.298 valid_0's l1: 16.153
[77] valid_0's poisson: -104.388 valid_0's l1: 16.0638
[78] valid_0's poisson: -104.452 valid_0's l1: 15.9981
[79] valid_0's poisson: -104.514 valid_0's l1: 15.9347
[80] valid_0's poisson: -104.601 valid_0's l1: 15.8537
[81] valid_0's poisson: -104.682 valid_0's l1: 15.7774
[82] valid_0's poisson: -104.775 valid_0's l1: 15.6913
[83] valid_0's poisson: -104.865 valid_0's l1: 15.6078
[84] valid_0's poisson: -104.952 valid_0's l1: 15.527
[85] valid_0's poisson: -105.018 valid_0's l1: 15.4584
[86] valid_0's poisson: -105.094 valid_0's l1: 15.3876
[87] valid_0's poisson: -105.164 valid_0's l1: 15.3125
[88] valid_0's poisson: -105.248 valid_0's l1: 15.2277
[89] valid_0's poisson: -105.323 valid_0's l1: 15.1556
[90] valid_0's poisson: -105.403 valid_0's l1: 15.0763
[91] valid_0's poisson: -105.449 valid_0's l1: 15.027
[92] valid_0's poisson: -105.506 valid_0's l1: 14.9665
[93] valid_0's poisson: -105.543 valid_0's l1: 14.9227
[94] valid_0's poisson: -105.605 valid_0's l1: 14.8615
[95] valid_0's poisson: -105.666 valid_0's l1: 14.7911
[96] valid_0's poisson: -105.722 valid_0's l1: 14.7263
[97] valid_0's poisson: -105.781 valid_0's l1: 14.6586
[98] valid_0's poisson: -105.846 valid_0's l1: 14.5948
[99] valid_0's poisson: -105.9 valid_0's l1: 14.5315
[100] valid_0's poisson: -105.962 valid_0's l1: 14.4649
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.2394 valid_0's l1: 29.0553
[2] valid_0's poisson: -82.0433 valid_0's l1: 28.7632
[3] valid_0's poisson: -82.82 valid_0's l1: 28.47
[4] valid_0's poisson: -83.5532 valid_0's l1: 28.183
[5] valid_0's poisson: -84.2583 valid_0's l1: 27.9
[6] valid_0's poisson: -84.9241 valid_0's l1: 27.6239
[7] valid_0's poisson: -85.5867 valid_0's l1: 27.3448
[8] valid_0's poisson: -86.2012 valid_0's l1: 27.0784
[9] valid_0's poisson: -86.7841 valid_0's l1: 26.8183
[10] valid_0's poisson: -87.3732 valid_0's l1: 26.5559
[11] valid_0's poisson: -87.945 valid_0's l1: 26.2964
[12] valid_0's poisson: -88.4698 valid_0's l1: 26.0471
[13] valid_0's poisson: -88.9952 valid_0's l1: 25.7967
[14] valid_0's poisson: -89.4885 valid_0's l1: 25.5557
[15] valid_0's poisson: -89.9493 valid_0's l1: 25.3219
[16] valid_0's poisson: -90.3987 valid_0's l1: 25.0929
[17] valid_0's poisson: -90.8181 valid_0's l1: 24.8727
[18] valid_0's poisson: -91.2118 valid_0's l1: 24.6596
[19] valid_0's poisson: -91.6035 valid_0's l1: 24.4467
[20] valid_0's poisson: -91.9901 valid_0's l1: 24.2366
[21] valid_0's poisson: -92.4012 valid_0's l1: 24.0205
[22] valid_0's poisson: -92.7401 valid_0's l1: 23.8262
[23] valid_0's poisson: -93.0679 valid_0's l1: 23.6353
[24] valid_0's poisson: -93.3923 valid_0's l1: 23.4448
[25] valid_0's poisson: -93.7122 valid_0's l1: 23.2551
[26] valid_0's poisson: -94.0471 valid_0's l1: 23.0614
[27] valid_0's poisson: -94.5129 valid_0's l1: 22.8492
[28] valid_0's poisson: -94.9497 valid_0's l1: 22.6434
[29] valid_0's poisson: -95.2314 valid_0's l1: 22.4652
[30] valid_0's poisson: -95.524 valid_0's l1: 22.2865
[31] valid_0's poisson: -95.9709 valid_0's l1: 22.0748
[32] valid_0's poisson: -96.3977 valid_0's l1: 21.8678
[33] valid_0's poisson: -96.8134 valid_0's l1: 21.6584
[34] valid_0's poisson: -97.1982 valid_0's l1: 21.4607
[35] valid_0's poisson: -97.5325 valid_0's l1: 21.2733
[36] valid_0's poisson: -97.8871 valid_0's l1: 21.0822
[37] valid_0's poisson: -98.0638 valid_0's l1: 20.9437
[38] valid_0's poisson: -98.2373 valid_0's l1: 20.8077
[39] valid_0's poisson: -98.5595 valid_0's l1: 20.621
[40] valid_0's poisson: -98.8644 valid_0's l1: 20.4335
[41] valid_0's poisson: -99.1812 valid_0's l1: 20.2406
[42] valid_0's poisson: -99.4547 valid_0's l1: 20.0661
[43] valid_0's poisson: -99.7299 valid_0's l1: 19.89
[44] valid_0's poisson: -99.9383 valid_0's l1: 19.7438
[45] valid_0's poisson: -100.187 valid_0's l1: 19.5781
[46] valid_0's poisson: -100.322 valid_0's l1: 19.4659
[47] valid_0's poisson: -100.564 valid_0's l1: 19.3027
[48] valid_0's poisson: -100.799 valid_0's l1: 19.142
[49] valid_0's poisson: -101.025 valid_0's l1: 18.9844
[50] valid_0's poisson: -101.238 valid_0's l1: 18.8381
[51] valid_0's poisson: -101.449 valid_0's l1: 18.6851
[52] valid_0's poisson: -101.642 valid_0's l1: 18.5424
[53] valid_0's poisson: -101.751 valid_0's l1: 18.4403
[54] valid_0's poisson: -101.939 valid_0's l1: 18.3035
[55] valid_0's poisson: -102.113 valid_0's l1: 18.1699
[56] valid_0's poisson: -102.297 valid_0's l1: 18.0268
[57] valid_0's poisson: -102.469 valid_0's l1: 17.8919
[58] valid_0's poisson: -102.629 valid_0's l1: 17.7673
[59] valid_0's poisson: -102.762 valid_0's l1: 17.6511
[60] valid_0's poisson: -102.919 valid_0's l1: 17.5168
[61] valid_0's poisson: -103.071 valid_0's l1: 17.3916
[62] valid_0's poisson: -103.194 valid_0's l1: 17.2818
[63] valid_0's poisson: -103.33 valid_0's l1: 17.1714
[64] valid_0's poisson: -103.465 valid_0's l1: 17.0595
[65] valid_0's poisson: -103.594 valid_0's l1: 16.9441
[66] valid_0's poisson: -103.708 valid_0's l1: 16.8499
[67] valid_0's poisson: -103.832 valid_0's l1: 16.7462
[68] valid_0's poisson: -103.95 valid_0's l1: 16.6422
[69] valid_0's poisson: -104.059 valid_0's l1: 16.5415
[70] valid_0's poisson: -104.136 valid_0's l1: 16.4628
[71] valid_0's poisson: -104.208 valid_0's l1: 16.3886
[72] valid_0's poisson: -104.314 valid_0's l1: 16.2861
[73] valid_0's poisson: -104.402 valid_0's l1: 16.2027
[74] valid_0's poisson: -104.507 valid_0's l1: 16.1051
[75] valid_0's poisson: -104.605 valid_0's l1: 16.0103
[76] valid_0's poisson: -104.7 valid_0's l1: 15.9191
[77] valid_0's poisson: -104.791 valid_0's l1: 15.8303
[78] valid_0's poisson: -104.869 valid_0's l1: 15.7503
[79] valid_0's poisson: -104.932 valid_0's l1: 15.6841
[80] valid_0's poisson: -105.022 valid_0's l1: 15.5932
[81] valid_0's poisson: -105.088 valid_0's l1: 15.5199
[82] valid_0's poisson: -105.166 valid_0's l1: 15.4372
[83] valid_0's poisson: -105.249 valid_0's l1: 15.35
[84] valid_0's poisson: -105.324 valid_0's l1: 15.2778
[85] valid_0's poisson: -105.378 valid_0's l1: 15.2205
[86] valid_0's poisson: -105.459 valid_0's l1: 15.1363
[87] valid_0's poisson: -105.535 valid_0's l1: 15.0558
[88] valid_0's poisson: -105.608 valid_0's l1: 14.9769
[89] valid_0's poisson: -105.669 valid_0's l1: 14.911
[90] valid_0's poisson: -105.738 valid_0's l1: 14.8383
[91] valid_0's poisson: -105.804 valid_0's l1: 14.7653
[92] valid_0's poisson: -105.85 valid_0's l1: 14.7165
[93] valid_0's poisson: -105.904 valid_0's l1: 14.6626
[94] valid_0's poisson: -105.963 valid_0's l1: 14.5978
[95] valid_0's poisson: -106.01 valid_0's l1: 14.5436
[96] valid_0's poisson: -106.059 valid_0's l1: 14.4931
[97] valid_0's poisson: -106.118 valid_0's l1: 14.4292
[98] valid_0's poisson: -106.176 valid_0's l1: 14.3673
[99] valid_0's poisson: -106.211 valid_0's l1: 14.3251
[100] valid_0's poisson: -106.267 valid_0's l1: 14.2614
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.2371 valid_0's l1: 29.0566
[2] valid_0's poisson: -82.0521 valid_0's l1: 28.762
[3] valid_0's poisson: -82.8587 valid_0's l1: 28.4648
[4] valid_0's poisson: -83.6189 valid_0's l1: 28.1725
[5] valid_0's poisson: -84.3365 valid_0's l1: 27.8864
[6] valid_0's poisson: -85.0078 valid_0's l1: 27.6052
[7] valid_0's poisson: -85.685 valid_0's l1: 27.3267
[8] valid_0's poisson: -86.334 valid_0's l1: 27.0518
[9] valid_0's poisson: -86.9061 valid_0's l1: 26.7939
[10] valid_0's poisson: -87.4942 valid_0's l1: 26.5336
[11] valid_0's poisson: -88.0564 valid_0's l1: 26.2762
[12] valid_0's poisson: -88.5638 valid_0's l1: 26.031
[13] valid_0's poisson: -89.0725 valid_0's l1: 25.7864
[14] valid_0's poisson: -89.5311 valid_0's l1: 25.5544
[15] valid_0's poisson: -89.9826 valid_0's l1: 25.3243
[16] valid_0's poisson: -90.4202 valid_0's l1: 25.0976
[17] valid_0's poisson: -90.832 valid_0's l1: 24.8804
[18] valid_0's poisson: -91.2316 valid_0's l1: 24.6658
[19] valid_0's poisson: -91.6001 valid_0's l1: 24.4597
[20] valid_0's poisson: -91.9483 valid_0's l1: 24.2587
[21] valid_0's poisson: -92.3206 valid_0's l1: 24.0529
[22] valid_0's poisson: -92.6702 valid_0's l1: 23.8518
[23] valid_0's poisson: -92.9889 valid_0's l1: 23.6652
[24] valid_0's poisson: -93.2972 valid_0's l1: 23.4826
[25] valid_0's poisson: -93.634 valid_0's l1: 23.2885
[26] valid_0's poisson: -93.9191 valid_0's l1: 23.1138
[27] valid_0's poisson: -94.2464 valid_0's l1: 22.9237
[28] valid_0's poisson: -94.7041 valid_0's l1: 22.7135
[29] valid_0's poisson: -95.1805 valid_0's l1: 22.496
[30] valid_0's poisson: -95.6442 valid_0's l1: 22.2774
[31] valid_0's poisson: -96.0717 valid_0's l1: 22.0686
[32] valid_0's poisson: -96.4847 valid_0's l1: 21.8601
[33] valid_0's poisson: -96.8724 valid_0's l1: 21.6656
[34] valid_0's poisson: -97.0752 valid_0's l1: 21.5149
[35] valid_0's poisson: -97.2757 valid_0's l1: 21.3666
[36] valid_0's poisson: -97.6409 valid_0's l1: 21.1687
[37] valid_0's poisson: -97.967 valid_0's l1: 20.9844
[38] valid_0's poisson: -98.1779 valid_0's l1: 20.8302
[39] valid_0's poisson: -98.4405 valid_0's l1: 20.6658
[40] valid_0's poisson: -98.7484 valid_0's l1: 20.4845
[41] valid_0's poisson: -99.065 valid_0's l1: 20.2995
[42] valid_0's poisson: -99.2962 valid_0's l1: 20.1455
[43] valid_0's poisson: -99.5137 valid_0's l1: 20
[44] valid_0's poisson: -99.6522 valid_0's l1: 19.8814
[45] valid_0's poisson: -99.9149 valid_0's l1: 19.7183
[46] valid_0's poisson: -100.172 valid_0's l1: 19.554
[47] valid_0's poisson: -100.382 valid_0's l1: 19.4074
[48] valid_0's poisson: -100.519 valid_0's l1: 19.2905
[49] valid_0's poisson: -100.753 valid_0's l1: 19.1295
[50] valid_0's poisson: -100.956 valid_0's l1: 18.987
[51] valid_0's poisson: -101.148 valid_0's l1: 18.8459
[52] valid_0's poisson: -101.357 valid_0's l1: 18.6947
[53] valid_0's poisson: -101.546 valid_0's l1: 18.5491
[54] valid_0's poisson: -101.744 valid_0's l1: 18.404
[55] valid_0's poisson: -101.934 valid_0's l1: 18.2619
[56] valid_0's poisson: -102.035 valid_0's l1: 18.1656
[57] valid_0's poisson: -102.143 valid_0's l1: 18.0658
[58] valid_0's poisson: -102.308 valid_0's l1: 17.9381
[59] valid_0's poisson: -102.4 valid_0's l1: 17.8488
[60] valid_0's poisson: -102.552 valid_0's l1: 17.73
[61] valid_0's poisson: -102.721 valid_0's l1: 17.5996
[62] valid_0's poisson: -102.877 valid_0's l1: 17.4762
[63] valid_0's poisson: -103.026 valid_0's l1: 17.358
[64] valid_0's poisson: -103.121 valid_0's l1: 17.267
[65] valid_0's poisson: -103.253 valid_0's l1: 17.1564
[66] valid_0's poisson: -103.36 valid_0's l1: 17.0654
[67] valid_0's poisson: -103.436 valid_0's l1: 16.9905
[68] valid_0's poisson: -103.571 valid_0's l1: 16.8804
[69] valid_0's poisson: -103.707 valid_0's l1: 16.7743
[70] valid_0's poisson: -103.841 valid_0's l1: 16.6606
[71] valid_0's poisson: -103.908 valid_0's l1: 16.5923
[72] valid_0's poisson: -104.017 valid_0's l1: 16.5001
[73] valid_0's poisson: -104.126 valid_0's l1: 16.4052
[74] valid_0's poisson: -104.193 valid_0's l1: 16.3372
[75] valid_0's poisson: -104.299 valid_0's l1: 16.2426
[76] valid_0's poisson: -104.363 valid_0's l1: 16.1772
[77] valid_0's poisson: -104.455 valid_0's l1: 16.0926
[78] valid_0's poisson: -104.507 valid_0's l1: 16.0364
[79] valid_0's poisson: -104.593 valid_0's l1: 15.9531
[80] valid_0's poisson: -104.682 valid_0's l1: 15.8671
[81] valid_0's poisson: -104.765 valid_0's l1: 15.7859
[82] valid_0's poisson: -104.85 valid_0's l1: 15.7031
[83] valid_0's poisson: -104.928 valid_0's l1: 15.6335
[84] valid_0's poisson: -105.007 valid_0's l1: 15.5514
[85] valid_0's poisson: -105.083 valid_0's l1: 15.4831
[86] valid_0's poisson: -105.172 valid_0's l1: 15.3968
[87] valid_0's poisson: -105.266 valid_0's l1: 15.3053
[88] valid_0's poisson: -105.34 valid_0's l1: 15.2313
[89] valid_0's poisson: -105.426 valid_0's l1: 15.1453
[90] valid_0's poisson: -105.471 valid_0's l1: 15.0964
[91] valid_0's poisson: -105.514 valid_0's l1: 15.0493
[92] valid_0's poisson: -105.56 valid_0's l1: 15
[93] valid_0's poisson: -105.599 valid_0's l1: 14.9566
[94] valid_0's poisson: -105.641 valid_0's l1: 14.908
[95] valid_0's poisson: -105.681 valid_0's l1: 14.8606
[96] valid_0's poisson: -105.713 valid_0's l1: 14.8218
[97] valid_0's poisson: -105.774 valid_0's l1: 14.7601
[98] valid_0's poisson: -105.825 valid_0's l1: 14.7018
[99] valid_0's poisson: -105.894 valid_0's l1: 14.6274
[100] valid_0's poisson: -105.947 valid_0's l1: 14.5761
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.239 valid_0's l1: 29.0556
[2] valid_0's poisson: -82.0469 valid_0's l1: 28.7592
[3] valid_0's poisson: -82.8043 valid_0's l1: 28.4713
[4] valid_0's poisson: -83.5564 valid_0's l1: 28.1802
[5] valid_0's poisson: -84.2464 valid_0's l1: 27.9029
[6] valid_0's poisson: -84.9003 valid_0's l1: 27.6319
[7] valid_0's poisson: -85.5215 valid_0's l1: 27.3656
[8] valid_0's poisson: -86.1298 valid_0's l1: 27.1026
[9] valid_0's poisson: -86.7094 valid_0's l1: 26.8445
[10] valid_0's poisson: -87.2609 valid_0's l1: 26.5928
[11] valid_0's poisson: -87.7835 valid_0's l1: 26.3475
[12] valid_0's poisson: -88.2834 valid_0's l1: 26.1056
[13] valid_0's poisson: -88.7737 valid_0's l1: 25.8653
[14] valid_0's poisson: -89.2532 valid_0's l1: 25.6295
[15] valid_0's poisson: -89.6928 valid_0's l1: 25.4032
[16] valid_0's poisson: -90.1133 valid_0's l1: 25.1811
[17] valid_0's poisson: -90.5229 valid_0's l1: 24.9637
[18] valid_0's poisson: -90.9308 valid_0's l1: 24.7473
[19] valid_0's poisson: -91.3485 valid_0's l1: 24.5284
[20] valid_0's poisson: -91.7 valid_0's l1: 24.3292
[21] valid_0's poisson: -92.0609 valid_0's l1: 24.1281
[22] valid_0's poisson: -92.3948 valid_0's l1: 23.9347
[23] valid_0's poisson: -92.7524 valid_0's l1: 23.7364
[24] valid_0's poisson: -93.0809 valid_0's l1: 23.5472
[25] valid_0's poisson: -93.4115 valid_0's l1: 23.3601
[26] valid_0's poisson: -93.7535 valid_0's l1: 23.1684
[27] valid_0's poisson: -94.0463 valid_0's l1: 22.9917
[28] valid_0's poisson: -94.5738 valid_0's l1: 22.7728
[29] valid_0's poisson: -94.8332 valid_0's l1: 22.6055
[30] valid_0's poisson: -95.1222 valid_0's l1: 22.4296
[31] valid_0's poisson: -95.3799 valid_0's l1: 22.2653
[32] valid_0's poisson: -95.6254 valid_0's l1: 22.1058
[33] valid_0's poisson: -95.9925 valid_0's l1: 21.924
[34] valid_0's poisson: -96.4289 valid_0's l1: 21.7189
[35] valid_0's poisson: -96.6428 valid_0's l1: 21.5708
[36] valid_0's poisson: -96.9643 valid_0's l1: 21.3976
[37] valid_0's poisson: -97.3427 valid_0's l1: 21.2043
[38] valid_0's poisson: -97.6373 valid_0's l1: 21.0374
[39] valid_0's poisson: -97.9169 valid_0's l1: 20.8735
[40] valid_0's poisson: -98.2849 valid_0's l1: 20.6724
[41] valid_0's poisson: -98.6343 valid_0's l1: 20.4767
[42] valid_0's poisson: -98.9338 valid_0's l1: 20.2981
[43] valid_0's poisson: -99.232 valid_0's l1: 20.1191
[44] valid_0's poisson: -99.5227 valid_0's l1: 19.9425
[45] valid_0's poisson: -99.7892 valid_0's l1: 19.7723
[46] valid_0's poisson: -100.057 valid_0's l1: 19.6032
[47] valid_0's poisson: -100.301 valid_0's l1: 19.442
[48] valid_0's poisson: -100.525 valid_0's l1: 19.295
[49] valid_0's poisson: -100.748 valid_0's l1: 19.1414
[50] valid_0's poisson: -100.965 valid_0's l1: 18.9989
[51] valid_0's poisson: -101.183 valid_0's l1: 18.8464
[52] valid_0's poisson: -101.379 valid_0's l1: 18.7008
[53] valid_0's poisson: -101.572 valid_0's l1: 18.5603
[54] valid_0's poisson: -101.757 valid_0's l1: 18.4201
[55] valid_0's poisson: -101.855 valid_0's l1: 18.326
[56] valid_0's poisson: -102.029 valid_0's l1: 18.1941
[57] valid_0's poisson: -102.121 valid_0's l1: 18.1052
[58] valid_0's poisson: -102.278 valid_0's l1: 17.9807
[59] valid_0's poisson: -102.365 valid_0's l1: 17.8954
[60] valid_0's poisson: -102.514 valid_0's l1: 17.7755
[61] valid_0's poisson: -102.678 valid_0's l1: 17.6507
[62] valid_0's poisson: -102.834 valid_0's l1: 17.5326
[63] valid_0's poisson: -102.964 valid_0's l1: 17.423
[64] valid_0's poisson: -103.126 valid_0's l1: 17.2951
[65] valid_0's poisson: -103.287 valid_0's l1: 17.1655
[66] valid_0's poisson: -103.435 valid_0's l1: 17.0404
[67] valid_0's poisson: -103.583 valid_0's l1: 16.918
[68] valid_0's poisson: -103.721 valid_0's l1: 16.803
[69] valid_0's poisson: -103.857 valid_0's l1: 16.6872
[70] valid_0's poisson: -103.956 valid_0's l1: 16.5955
[71] valid_0's poisson: -104.054 valid_0's l1: 16.5033
[72] valid_0's poisson: -104.166 valid_0's l1: 16.4031
[73] valid_0's poisson: -104.285 valid_0's l1: 16.2972
[74] valid_0's poisson: -104.379 valid_0's l1: 16.205
[75] valid_0's poisson: -104.453 valid_0's l1: 16.1298
[76] valid_0's poisson: -104.567 valid_0's l1: 16.0237
[77] valid_0's poisson: -104.676 valid_0's l1: 15.9209
[78] valid_0's poisson: -104.764 valid_0's l1: 15.8335
[79] valid_0's poisson: -104.868 valid_0's l1: 15.7399
[80] valid_0's poisson: -104.965 valid_0's l1: 15.6455
[81] valid_0's poisson: -105.044 valid_0's l1: 15.5632
[82] valid_0's poisson: -105.119 valid_0's l1: 15.4924
[83] valid_0's poisson: -105.175 valid_0's l1: 15.4345
[84] valid_0's poisson: -105.251 valid_0's l1: 15.3545
[85] valid_0's poisson: -105.332 valid_0's l1: 15.2757
[86] valid_0's poisson: -105.396 valid_0's l1: 15.2096
[87] valid_0's poisson: -105.46 valid_0's l1: 15.142
[88] valid_0's poisson: -105.523 valid_0's l1: 15.0787
[89] valid_0's poisson: -105.59 valid_0's l1: 15.0067
[90] valid_0's poisson: -105.661 valid_0's l1: 14.9311
[91] valid_0's poisson: -105.733 valid_0's l1: 14.8545
[92] valid_0's poisson: -105.8 valid_0's l1: 14.7814
[93] valid_0's poisson: -105.849 valid_0's l1: 14.7283
[94] valid_0's poisson: -105.919 valid_0's l1: 14.6582
[95] valid_0's poisson: -105.96 valid_0's l1: 14.6111
[96] valid_0's poisson: -106.003 valid_0's l1: 14.5621
[97] valid_0's poisson: -106.056 valid_0's l1: 14.5003
[98] valid_0's poisson: -106.111 valid_0's l1: 14.4362
[99] valid_0's poisson: -106.15 valid_0's l1: 14.3927
[100] valid_0's poisson: -106.192 valid_0's l1: 14.3449
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -83.3746 valid_0's l1: 28.2375
[2] valid_0's poisson: -85.8874 valid_0's l1: 27.1881
[3] valid_0's poisson: -88.1049 valid_0's l1: 26.1856
[4] valid_0's poisson: -89.8593 valid_0's l1: 25.2915
[5] valid_0's poisson: -91.3735 valid_0's l1: 24.4894
[6] valid_0's poisson: -92.6263 valid_0's l1: 23.7718
[7] valid_0's poisson: -93.7163 valid_0's l1: 23.1119
[8] valid_0's poisson: -94.7514 valid_0's l1: 22.482
[9] valid_0's poisson: -95.6796 valid_0's l1: 21.9148
[10] valid_0's poisson: -97.3543 valid_0's l1: 21.1513
[11] valid_0's poisson: -98.1481 valid_0's l1: 20.6245
[12] valid_0's poisson: -99.3395 valid_0's l1: 19.9957
[13] valid_0's poisson: -100.157 valid_0's l1: 19.4708
[14] valid_0's poisson: -100.866 valid_0's l1: 18.97
[15] valid_0's poisson: -101.523 valid_0's l1: 18.5397
[16] valid_0's poisson: -101.866 valid_0's l1: 18.2332
[17] valid_0's poisson: -102.535 valid_0's l1: 17.7328
[18] valid_0's poisson: -103.133 valid_0's l1: 17.2843
[19] valid_0's poisson: -103.386 valid_0's l1: 17.047
[20] valid_0's poisson: -103.853 valid_0's l1: 16.6602
[21] valid_0's poisson: -104.058 valid_0's l1: 16.4432
[22] valid_0's poisson: -104.247 valid_0's l1: 16.2487
[23] valid_0's poisson: -104.542 valid_0's l1: 15.9922
[24] valid_0's poisson: -104.844 valid_0's l1: 15.7073
[25] valid_0's poisson: -105.007 valid_0's l1: 15.5435
[26] valid_0's poisson: -105.239 valid_0's l1: 15.3168
[27] valid_0's poisson: -105.498 valid_0's l1: 15.0639
[28] valid_0's poisson: -105.602 valid_0's l1: 14.9459
[29] valid_0's poisson: -105.718 valid_0's l1: 14.8302
[30] valid_0's poisson: -105.926 valid_0's l1: 14.6102
[31] valid_0's poisson: -106.065 valid_0's l1: 14.4629
[32] valid_0's poisson: -106.167 valid_0's l1: 14.3419
[33] valid_0's poisson: -106.244 valid_0's l1: 14.256
[34] valid_0's poisson: -106.342 valid_0's l1: 14.1305
[35] valid_0's poisson: -106.517 valid_0's l1: 13.9593
[36] valid_0's poisson: -106.583 valid_0's l1: 13.8679
[37] valid_0's poisson: -106.653 valid_0's l1: 13.7831
[38] valid_0's poisson: -106.731 valid_0's l1: 13.687
[39] valid_0's poisson: -106.86 valid_0's l1: 13.5584
[40] valid_0's poisson: -106.915 valid_0's l1: 13.4944
[41] valid_0's poisson: -107.013 valid_0's l1: 13.3866
[42] valid_0's poisson: -107.049 valid_0's l1: 13.3293
[43] valid_0's poisson: -107.081 valid_0's l1: 13.287
[44] valid_0's poisson: -107.126 valid_0's l1: 13.237
[45] valid_0's poisson: -107.157 valid_0's l1: 13.1857
[46] valid_0's poisson: -107.214 valid_0's l1: 13.1281
[47] valid_0's poisson: -107.265 valid_0's l1: 13.062
[48] valid_0's poisson: -107.331 valid_0's l1: 12.9788
[49] valid_0's poisson: -107.374 valid_0's l1: 12.9324
[50] valid_0's poisson: -107.419 valid_0's l1: 12.8756
[51] valid_0's poisson: -107.45 valid_0's l1: 12.8312
[52] valid_0's poisson: -107.453 valid_0's l1: 12.8008
[53] valid_0's poisson: -107.48 valid_0's l1: 12.7641
[54] valid_0's poisson: -107.511 valid_0's l1: 12.7268
[55] valid_0's poisson: -107.534 valid_0's l1: 12.6946
[56] valid_0's poisson: -107.587 valid_0's l1: 12.6125
[57] valid_0's poisson: -107.599 valid_0's l1: 12.5908
[58] valid_0's poisson: -107.62 valid_0's l1: 12.534
[59] valid_0's poisson: -107.646 valid_0's l1: 12.4876
[60] valid_0's poisson: -107.659 valid_0's l1: 12.4703
[61] valid_0's poisson: -107.728 valid_0's l1: 12.384
[62] valid_0's poisson: -107.788 valid_0's l1: 12.3082
[63] valid_0's poisson: -107.838 valid_0's l1: 12.2401
[64] valid_0's poisson: -107.846 valid_0's l1: 12.2259
[65] valid_0's poisson: -107.843 valid_0's l1: 12.2199
[66] valid_0's poisson: -107.867 valid_0's l1: 12.2086
[67] valid_0's poisson: -107.879 valid_0's l1: 12.1813
[68] valid_0's poisson: -107.895 valid_0's l1: 12.1456
[69] valid_0's poisson: -107.898 valid_0's l1: 12.1372
[70] valid_0's poisson: -107.901 valid_0's l1: 12.1316
[71] valid_0's poisson: -107.887 valid_0's l1: 12.1241
[72] valid_0's poisson: -107.897 valid_0's l1: 12.111
[73] valid_0's poisson: -107.905 valid_0's l1: 12.0993
[74] valid_0's poisson: -107.911 valid_0's l1: 12.0896
[75] valid_0's poisson: -107.916 valid_0's l1: 12.08
[76] valid_0's poisson: -107.918 valid_0's l1: 12.0605
[77] valid_0's poisson: -107.926 valid_0's l1: 12.0415
[78] valid_0's poisson: -107.947 valid_0's l1: 12.0082
[79] valid_0's poisson: -107.957 valid_0's l1: 11.9947
[80] valid_0's poisson: -107.927 valid_0's l1: 11.9825
[81] valid_0's poisson: -107.93 valid_0's l1: 11.973
[82] valid_0's poisson: -107.96 valid_0's l1: 11.9334
[83] valid_0's poisson: -107.966 valid_0's l1: 11.9236
[84] valid_0's poisson: -107.97 valid_0's l1: 11.9087
[85] valid_0's poisson: -107.989 valid_0's l1: 11.8827
[86] valid_0's poisson: -108.002 valid_0's l1: 11.8714
[87] valid_0's poisson: -107.996 valid_0's l1: 11.861
[88] valid_0's poisson: -107.976 valid_0's l1: 11.8513
[89] valid_0's poisson: -107.982 valid_0's l1: 11.839
[90] valid_0's poisson: -107.991 valid_0's l1: 11.8279
[91] valid_0's poisson: -107.986 valid_0's l1: 11.8156
[92] valid_0's poisson: -107.991 valid_0's l1: 11.8082
[93] valid_0's poisson: -107.993 valid_0's l1: 11.7987
[94] valid_0's poisson: -107.989 valid_0's l1: 11.7924
[95] valid_0's poisson: -107.976 valid_0's l1: 11.7546
[96] valid_0's poisson: -107.98 valid_0's l1: 11.7441
[97] valid_0's poisson: -108 valid_0's l1: 11.7377
[98] valid_0's poisson: -108.002 valid_0's l1: 11.73
[99] valid_0's poisson: -107.93 valid_0's l1: 11.7237
[100] valid_0's poisson: -107.933 valid_0's l1: 11.7198
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -83.4401 valid_0's l1: 28.2114
[2] valid_0's poisson: -86.0077 valid_0's l1: 27.1435
[3] valid_0's poisson: -88.1144 valid_0's l1: 26.1807
[4] valid_0's poisson: -90.0164 valid_0's l1: 25.2423
[5] valid_0's poisson: -91.4902 valid_0's l1: 24.4333
[6] valid_0's poisson: -92.7425 valid_0's l1: 23.7104
[7] valid_0's poisson: -93.8151 valid_0's l1: 23.0555
[8] valid_0's poisson: -94.8363 valid_0's l1: 22.4342
[9] valid_0's poisson: -95.7545 valid_0's l1: 21.8769
[10] valid_0's poisson: -97.2215 valid_0's l1: 21.1851
[11] valid_0's poisson: -98.5284 valid_0's l1: 20.4949
[12] valid_0's poisson: -99.5464 valid_0's l1: 19.8773
[13] valid_0's poisson: -100.361 valid_0's l1: 19.3167
[14] valid_0's poisson: -100.817 valid_0's l1: 18.9112
[15] valid_0's poisson: -101.513 valid_0's l1: 18.4589
[16] valid_0's poisson: -102.23 valid_0's l1: 17.9339
[17] valid_0's poisson: -102.608 valid_0's l1: 17.5874
[18] valid_0's poisson: -103.185 valid_0's l1: 17.1299
[19] valid_0's poisson: -103.476 valid_0's l1: 16.8519
[20] valid_0's poisson: -103.863 valid_0's l1: 16.5391
[21] valid_0's poisson: -104.198 valid_0's l1: 16.2583
[22] valid_0's poisson: -104.375 valid_0's l1: 16.0724
[23] valid_0's poisson: -104.758 valid_0's l1: 15.7299
[24] valid_0's poisson: -104.874 valid_0's l1: 15.5994
[25] valid_0's poisson: -105.186 valid_0's l1: 15.3033
[26] valid_0's poisson: -105.43 valid_0's l1: 15.0794
[27] valid_0's poisson: -105.619 valid_0's l1: 14.9027
[28] valid_0's poisson: -105.729 valid_0's l1: 14.7785
[29] valid_0's poisson: -105.845 valid_0's l1: 14.6345
[30] valid_0's poisson: -105.93 valid_0's l1: 14.5402
[31] valid_0's poisson: -106.056 valid_0's l1: 14.4058
[32] valid_0's poisson: -106.243 valid_0's l1: 14.2017
[33] valid_0's poisson: -106.398 valid_0's l1: 14.023
[34] valid_0's poisson: -106.484 valid_0's l1: 13.9325
[35] valid_0's poisson: -106.554 valid_0's l1: 13.837
[36] valid_0's poisson: -106.628 valid_0's l1: 13.7567
[37] valid_0's poisson: -106.682 valid_0's l1: 13.6819
[38] valid_0's poisson: -106.737 valid_0's l1: 13.6121
[39] valid_0's poisson: -106.793 valid_0's l1: 13.5507
[40] valid_0's poisson: -106.85 valid_0's l1: 13.4823
[41] valid_0's poisson: -106.882 valid_0's l1: 13.4436
[42] valid_0's poisson: -106.926 valid_0's l1: 13.3797
[43] valid_0's poisson: -106.964 valid_0's l1: 13.3374
[44] valid_0's poisson: -107.016 valid_0's l1: 13.2663
[45] valid_0's poisson: -107.048 valid_0's l1: 13.2273
[46] valid_0's poisson: -107.088 valid_0's l1: 13.1841
[47] valid_0's poisson: -107.196 valid_0's l1: 13.0728
[48] valid_0's poisson: -107.228 valid_0's l1: 13.0399
[49] valid_0's poisson: -107.281 valid_0's l1: 12.9703
[50] valid_0's poisson: -107.333 valid_0's l1: 12.8795
[51] valid_0's poisson: -107.362 valid_0's l1: 12.8315
[52] valid_0's poisson: -107.396 valid_0's l1: 12.7947
[53] valid_0's poisson: -107.423 valid_0's l1: 12.7611
[54] valid_0's poisson: -107.454 valid_0's l1: 12.7278
[55] valid_0's poisson: -107.467 valid_0's l1: 12.6971
[56] valid_0's poisson: -107.487 valid_0's l1: 12.6717
[57] valid_0's poisson: -107.516 valid_0's l1: 12.6397
[58] valid_0's poisson: -107.534 valid_0's l1: 12.6158
[59] valid_0's poisson: -107.569 valid_0's l1: 12.5656
[60] valid_0's poisson: -107.611 valid_0's l1: 12.5169
[61] valid_0's poisson: -107.615 valid_0's l1: 12.5099
[62] valid_0's poisson: -107.607 valid_0's l1: 12.504
[63] valid_0's poisson: -107.625 valid_0's l1: 12.477
[64] valid_0's poisson: -107.628 valid_0's l1: 12.4707
[65] valid_0's poisson: -107.618 valid_0's l1: 12.4313
[66] valid_0's poisson: -107.598 valid_0's l1: 12.4225
[67] valid_0's poisson: -107.598 valid_0's l1: 12.4144
[68] valid_0's poisson: -107.6 valid_0's l1: 12.4084
[69] valid_0's poisson: -107.643 valid_0's l1: 12.3557
[70] valid_0's poisson: -107.643 valid_0's l1: 12.343
[71] valid_0's poisson: -107.652 valid_0's l1: 12.3333
[72] valid_0's poisson: -107.685 valid_0's l1: 12.2864
[73] valid_0's poisson: -107.684 valid_0's l1: 12.2729
[74] valid_0's poisson: -107.69 valid_0's l1: 12.2632
[75] valid_0's poisson: -107.699 valid_0's l1: 12.2472
[76] valid_0's poisson: -107.746 valid_0's l1: 12.1854
[77] valid_0's poisson: -107.756 valid_0's l1: 12.1681
[78] valid_0's poisson: -107.738 valid_0's l1: 12.1583
[79] valid_0's poisson: -107.742 valid_0's l1: 12.1434
[80] valid_0's poisson: -107.749 valid_0's l1: 12.1291
[81] valid_0's poisson: -107.759 valid_0's l1: 12.113
[82] valid_0's poisson: -107.771 valid_0's l1: 12.0959
[83] valid_0's poisson: -107.777 valid_0's l1: 12.0846
[84] valid_0's poisson: -107.774 valid_0's l1: 12.0786
[85] valid_0's poisson: -107.775 valid_0's l1: 12.0713
[86] valid_0's poisson: -107.771 valid_0's l1: 12.0537
[87] valid_0's poisson: -107.767 valid_0's l1: 12.0337
[88] valid_0's poisson: -107.788 valid_0's l1: 12.0158
[89] valid_0's poisson: -107.824 valid_0's l1: 11.9762
[90] valid_0's poisson: -107.851 valid_0's l1: 11.9421
[91] valid_0's poisson: -107.853 valid_0's l1: 11.9351
[92] valid_0's poisson: -107.869 valid_0's l1: 11.9135
[93] valid_0's poisson: -107.874 valid_0's l1: 11.9066
[94] valid_0's poisson: -107.877 valid_0's l1: 11.9015
[95] valid_0's poisson: -107.88 valid_0's l1: 11.89
[96] valid_0's poisson: -107.829 valid_0's l1: 11.8737
[97] valid_0's poisson: -107.838 valid_0's l1: 11.8666
[98] valid_0's poisson: -107.843 valid_0's l1: 11.8572
[99] valid_0's poisson: -107.851 valid_0's l1: 11.8382
[100] valid_0's poisson: -107.854 valid_0's l1: 11.8326
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -83.451 valid_0's l1: 28.2125
[2] valid_0's poisson: -85.9428 valid_0's l1: 27.1697
[3] valid_0's poisson: -88.0974 valid_0's l1: 26.1788
[4] valid_0's poisson: -89.9132 valid_0's l1: 25.2728
[5] valid_0's poisson: -91.3495 valid_0's l1: 24.4801
[6] valid_0's poisson: -92.7506 valid_0's l1: 23.7187
[7] valid_0's poisson: -93.8299 valid_0's l1: 23.0678
[8] valid_0's poisson: -94.8994 valid_0's l1: 22.4453
[9] valid_0's poisson: -96.7975 valid_0's l1: 21.6025
[10] valid_0's poisson: -98.0989 valid_0's l1: 20.9089
[11] valid_0's poisson: -99.3083 valid_0's l1: 20.2057
[12] valid_0's poisson: -99.9617 valid_0's l1: 19.7138
[13] valid_0's poisson: -100.771 valid_0's l1: 19.1671
[14] valid_0's poisson: -101.212 valid_0's l1: 18.7911
[15] valid_0's poisson: -102.055 valid_0's l1: 18.234
[16] valid_0's poisson: -102.714 valid_0's l1: 17.7202
[17] valid_0's poisson: -102.999 valid_0's l1: 17.4436
[18] valid_0's poisson: -103.475 valid_0's l1: 17.0342
[19] valid_0's poisson: -103.827 valid_0's l1: 16.7443
[20] valid_0's poisson: -104.201 valid_0's l1: 16.3928
[21] valid_0's poisson: -104.399 valid_0's l1: 16.1892
[22] valid_0's poisson: -104.755 valid_0's l1: 15.8544
[23] valid_0's poisson: -104.908 valid_0's l1: 15.6976
[24] valid_0's poisson: -105.171 valid_0's l1: 15.4573
[25] valid_0's poisson: -105.44 valid_0's l1: 15.1795
[26] valid_0's poisson: -105.684 valid_0's l1: 14.9204
[27] valid_0's poisson: -105.81 valid_0's l1: 14.7596
[28] valid_0's poisson: -105.978 valid_0's l1: 14.5851
[29] valid_0's poisson: -106.162 valid_0's l1: 14.3861
[30] valid_0's poisson: -106.316 valid_0's l1: 14.2255
[31] valid_0's poisson: -106.417 valid_0's l1: 14.1048
[32] valid_0's poisson: -106.504 valid_0's l1: 13.9826
[33] valid_0's poisson: -106.622 valid_0's l1: 13.8543
[34] valid_0's poisson: -106.703 valid_0's l1: 13.7465
[35] valid_0's poisson: -106.772 valid_0's l1: 13.6621
[36] valid_0's poisson: -106.831 valid_0's l1: 13.5784
[37] valid_0's poisson: -106.888 valid_0's l1: 13.5144
[38] valid_0's poisson: -106.944 valid_0's l1: 13.4473
[39] valid_0's poisson: -107.006 valid_0's l1: 13.3765
[40] valid_0's poisson: -107.056 valid_0's l1: 13.3195
[41] valid_0's poisson: -107.11 valid_0's l1: 13.2503
[42] valid_0's poisson: -107.15 valid_0's l1: 13.1876
[43] valid_0's poisson: -107.187 valid_0's l1: 13.1444
[44] valid_0's poisson: -107.229 valid_0's l1: 13.0909
[45] valid_0's poisson: -107.266 valid_0's l1: 13.0449
[46] valid_0's poisson: -107.34 valid_0's l1: 12.9609
[47] valid_0's poisson: -107.409 valid_0's l1: 12.8662
[48] valid_0's poisson: -107.445 valid_0's l1: 12.8081
[49] valid_0's poisson: -107.453 valid_0's l1: 12.7641
[50] valid_0's poisson: -107.465 valid_0's l1: 12.7148
[51] valid_0's poisson: -107.488 valid_0's l1: 12.6711
[52] valid_0's poisson: -107.554 valid_0's l1: 12.5939
[53] valid_0's poisson: -107.578 valid_0's l1: 12.5578
[54] valid_0's poisson: -107.588 valid_0's l1: 12.5203
[55] valid_0's poisson: -107.626 valid_0's l1: 12.4712
[56] valid_0's poisson: -107.652 valid_0's l1: 12.4432
[57] valid_0's poisson: -107.682 valid_0's l1: 12.4105
[58] valid_0's poisson: -107.695 valid_0's l1: 12.3894
[59] valid_0's poisson: -107.696 valid_0's l1: 12.3784
[60] valid_0's poisson: -107.72 valid_0's l1: 12.3486
[61] valid_0's poisson: -107.74 valid_0's l1: 12.3263
[62] valid_0's poisson: -107.755 valid_0's l1: 12.3015
[63] valid_0's poisson: -107.787 valid_0's l1: 12.261
[64] valid_0's poisson: -107.799 valid_0's l1: 12.2435
[65] valid_0's poisson: -107.813 valid_0's l1: 12.2233
[66] valid_0's poisson: -107.853 valid_0's l1: 12.173
[67] valid_0's poisson: -107.864 valid_0's l1: 12.1431
[68] valid_0's poisson: -107.862 valid_0's l1: 12.1239
[69] valid_0's poisson: -107.874 valid_0's l1: 12.1129
[70] valid_0's poisson: -107.873 valid_0's l1: 12.1022
[71] valid_0's poisson: -107.883 valid_0's l1: 12.0866
[72] valid_0's poisson: -107.9 valid_0's l1: 12.0587
[73] valid_0's poisson: -107.91 valid_0's l1: 12.0472
[74] valid_0's poisson: -107.906 valid_0's l1: 12.0436
[75] valid_0's poisson: -107.922 valid_0's l1: 12.018
[76] valid_0's poisson: -107.945 valid_0's l1: 11.973
[77] valid_0's poisson: -107.95 valid_0's l1: 11.9567
[78] valid_0's poisson: -107.989 valid_0's l1: 11.9073
[79] valid_0's poisson: -107.987 valid_0's l1: 11.8937
[80] valid_0's poisson: -107.995 valid_0's l1: 11.8751
[81] valid_0's poisson: -107.999 valid_0's l1: 11.8579
[82] valid_0's poisson: -108.001 valid_0's l1: 11.8448
[83] valid_0's poisson: -108.004 valid_0's l1: 11.8303
[84] valid_0's poisson: -108.006 valid_0's l1: 11.8195
[85] valid_0's poisson: -107.946 valid_0's l1: 11.8078
[86] valid_0's poisson: -107.952 valid_0's l1: 11.7989
[87] valid_0's poisson: -107.962 valid_0's l1: 11.7897
[88] valid_0's poisson: -107.96 valid_0's l1: 11.7822
[89] valid_0's poisson: -107.966 valid_0's l1: 11.7739
[90] valid_0's poisson: -107.976 valid_0's l1: 11.7524
[91] valid_0's poisson: -107.978 valid_0's l1: 11.7443
[92] valid_0's poisson: -107.98 valid_0's l1: 11.7405
[93] valid_0's poisson: -107.96 valid_0's l1: 11.7237
[94] valid_0's poisson: -107.955 valid_0's l1: 11.7159
[95] valid_0's poisson: -107.958 valid_0's l1: 11.71
[96] valid_0's poisson: -107.96 valid_0's l1: 11.707
[97] valid_0's poisson: -107.978 valid_0's l1: 11.6866
[98] valid_0's poisson: -107.981 valid_0's l1: 11.6771
[99] valid_0's poisson: -107.984 valid_0's l1: 11.6699
[100] valid_0's poisson: -107.987 valid_0's l1: 11.6624
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -83.3835 valid_0's l1: 28.2326
[2] valid_0's poisson: -85.8826 valid_0's l1: 27.1877
[3] valid_0's poisson: -88.0911 valid_0's l1: 26.1909
[4] valid_0's poisson: -89.9882 valid_0's l1: 25.2551
[5] valid_0's poisson: -91.4308 valid_0's l1: 24.4637
[6] valid_0's poisson: -92.6788 valid_0's l1: 23.746
[7] valid_0's poisson: -93.7393 valid_0's l1: 23.0891
[8] valid_0's poisson: -94.6905 valid_0's l1: 22.5046
[9] valid_0's poisson: -95.6891 valid_0's l1: 21.904
[10] valid_0's poisson: -97.35 valid_0's l1: 21.1337
[11] valid_0's poisson: -98.4441 valid_0's l1: 20.5169
[12] valid_0's poisson: -99.614 valid_0's l1: 19.8712
[13] valid_0's poisson: -100.14 valid_0's l1: 19.4471
[14] valid_0's poisson: -100.843 valid_0's l1: 18.9699
[15] valid_0's poisson: -101.602 valid_0's l1: 18.4476
[16] valid_0's poisson: -102.315 valid_0's l1: 17.9661
[17] valid_0's poisson: -102.793 valid_0's l1: 17.5936
[18] valid_0's poisson: -103.285 valid_0's l1: 17.1738
[19] valid_0's poisson: -103.687 valid_0's l1: 16.8054
[20] valid_0's poisson: -104.132 valid_0's l1: 16.4188
[21] valid_0's poisson: -104.544 valid_0's l1: 16.0799
[22] valid_0's poisson: -104.731 valid_0's l1: 15.8806
[23] valid_0's poisson: -104.876 valid_0's l1: 15.7219
[24] valid_0's poisson: -105.178 valid_0's l1: 15.4218
[25] valid_0's poisson: -105.379 valid_0's l1: 15.2199
[26] valid_0's poisson: -105.554 valid_0's l1: 15.0282
[27] valid_0's poisson: -105.677 valid_0's l1: 14.8872
[28] valid_0's poisson: -105.787 valid_0's l1: 14.7562
[29] valid_0's poisson: -105.886 valid_0's l1: 14.6423
[30] valid_0's poisson: -106.025 valid_0's l1: 14.4844
[31] valid_0's poisson: -106.154 valid_0's l1: 14.3422
[32] valid_0's poisson: -106.245 valid_0's l1: 14.2465
[33] valid_0's poisson: -106.381 valid_0's l1: 14.1072
[34] valid_0's poisson: -106.547 valid_0's l1: 13.9375
[35] valid_0's poisson: -106.674 valid_0's l1: 13.788
[36] valid_0's poisson: -106.753 valid_0's l1: 13.6862
[37] valid_0's poisson: -106.818 valid_0's l1: 13.5944
[38] valid_0's poisson: -106.95 valid_0's l1: 13.4367
[39] valid_0's poisson: -107.045 valid_0's l1: 13.3122
[40] valid_0's poisson: -107.133 valid_0's l1: 13.2121
[41] valid_0's poisson: -107.177 valid_0's l1: 13.1596
[42] valid_0's poisson: -107.233 valid_0's l1: 13.0843
[43] valid_0's poisson: -107.256 valid_0's l1: 13.0538
[44] valid_0's poisson: -107.323 valid_0's l1: 12.9753
[45] valid_0's poisson: -107.376 valid_0's l1: 12.9216
[46] valid_0's poisson: -107.42 valid_0's l1: 12.8714
[47] valid_0's poisson: -107.461 valid_0's l1: 12.8191
[48] valid_0's poisson: -107.493 valid_0's l1: 12.7842
[49] valid_0's poisson: -107.531 valid_0's l1: 12.7338
[50] valid_0's poisson: -107.58 valid_0's l1: 12.6799
[51] valid_0's poisson: -107.601 valid_0's l1: 12.644
[52] valid_0's poisson: -107.639 valid_0's l1: 12.6016
[53] valid_0's poisson: -107.661 valid_0's l1: 12.572
[54] valid_0's poisson: -107.705 valid_0's l1: 12.4969
[55] valid_0's poisson: -107.725 valid_0's l1: 12.4706
[56] valid_0's poisson: -107.756 valid_0's l1: 12.428
[57] valid_0's poisson: -107.764 valid_0's l1: 12.4098
[58] valid_0's poisson: -107.772 valid_0's l1: 12.3873
[59] valid_0's poisson: -107.818 valid_0's l1: 12.3274
[60] valid_0's poisson: -107.847 valid_0's l1: 12.2879
[61] valid_0's poisson: -107.857 valid_0's l1: 12.2472
[62] valid_0's poisson: -107.864 valid_0's l1: 12.2347
[63] valid_0's poisson: -107.873 valid_0's l1: 12.2234
[64] valid_0's poisson: -107.831 valid_0's l1: 12.2129
[65] valid_0's poisson: -107.843 valid_0's l1: 12.1877
[66] valid_0's poisson: -107.841 valid_0's l1: 12.1704
[67] valid_0's poisson: -107.844 valid_0's l1: 12.1543
[68] valid_0's poisson: -107.853 valid_0's l1: 12.1368
[69] valid_0's poisson: -107.872 valid_0's l1: 12.1194
[70] valid_0's poisson: -107.909 valid_0's l1: 12.0645
[71] valid_0's poisson: -107.92 valid_0's l1: 12.0464
[72] valid_0's poisson: -107.919 valid_0's l1: 12.0333
[73] valid_0's poisson: -107.923 valid_0's l1: 12.0282
[74] valid_0's poisson: -107.927 valid_0's l1: 12.0148
[75] valid_0's poisson: -107.942 valid_0's l1: 11.9926
[76] valid_0's poisson: -107.942 valid_0's l1: 11.988
[77] valid_0's poisson: -107.938 valid_0's l1: 11.9789
[78] valid_0's poisson: -107.923 valid_0's l1: 11.9671
[79] valid_0's poisson: -107.926 valid_0's l1: 11.9602
[80] valid_0's poisson: -107.955 valid_0's l1: 11.9163
[81] valid_0's poisson: -107.957 valid_0's l1: 11.9118
[82] valid_0's poisson: -107.963 valid_0's l1: 11.8993
[83] valid_0's poisson: -107.966 valid_0's l1: 11.8924
[84] valid_0's poisson: -107.94 valid_0's l1: 11.8867
[85] valid_0's poisson: -107.941 valid_0's l1: 11.8682
[86] valid_0's poisson: -107.952 valid_0's l1: 11.8523
[87] valid_0's poisson: -107.953 valid_0's l1: 11.8386
[88] valid_0's poisson: -107.9 valid_0's l1: 11.824
[89] valid_0's poisson: -107.916 valid_0's l1: 11.8055
[90] valid_0's poisson: -107.909 valid_0's l1: 11.8009
[91] valid_0's poisson: -107.9 valid_0's l1: 11.7886
[92] valid_0's poisson: -107.925 valid_0's l1: 11.7775
[93] valid_0's poisson: -107.932 valid_0's l1: 11.7668
[94] valid_0's poisson: -107.935 valid_0's l1: 11.758
[95] valid_0's poisson: -107.914 valid_0's l1: 11.7489
[96] valid_0's poisson: -107.962 valid_0's l1: 11.7434
[97] valid_0's poisson: -107.97 valid_0's l1: 11.7325
[98] valid_0's poisson: -107.969 valid_0's l1: 11.7264
[99] valid_0's poisson: -107.963 valid_0's l1: 11.7218
[100] valid_0's poisson: -107.968 valid_0's l1: 11.7064
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -83.3857 valid_0's l1: 28.2296
[2] valid_0's poisson: -85.9359 valid_0's l1: 27.1701
[3] valid_0's poisson: -88.0793 valid_0's l1: 26.1927
[4] valid_0's poisson: -89.8539 valid_0's l1: 25.304
[5] valid_0's poisson: -91.2842 valid_0's l1: 24.5205
[6] valid_0's poisson: -92.5454 valid_0's l1: 23.7984
[7] valid_0's poisson: -93.6018 valid_0's l1: 23.1584
[8] valid_0's poisson: -94.7815 valid_0's l1: 22.4888
[9] valid_0's poisson: -96.5809 valid_0's l1: 21.6808
[10] valid_0's poisson: -97.2529 valid_0's l1: 21.1856
[11] valid_0's poisson: -98.2728 valid_0's l1: 20.6092
[12] valid_0's poisson: -99.4393 valid_0's l1: 19.9504
[13] valid_0's poisson: -100.339 valid_0's l1: 19.4054
[14] valid_0's poisson: -100.799 valid_0's l1: 19.0122
[15] valid_0's poisson: -101.534 valid_0's l1: 18.5372
[16] valid_0's poisson: -101.907 valid_0's l1: 18.2059
[17] valid_0's poisson: -102.58 valid_0's l1: 17.7024
[18] valid_0's poisson: -103.17 valid_0's l1: 17.2411
[19] valid_0's poisson: -103.608 valid_0's l1: 16.8954
[20] valid_0's poisson: -104.07 valid_0's l1: 16.5025
[21] valid_0's poisson: -104.253 valid_0's l1: 16.3085
[22] valid_0's poisson: -104.633 valid_0's l1: 15.9839
[23] valid_0's poisson: -104.978 valid_0's l1: 15.6858
[24] valid_0's poisson: -105.132 valid_0's l1: 15.5097
[25] valid_0's poisson: -105.422 valid_0's l1: 15.2285
[26] valid_0's poisson: -105.559 valid_0's l1: 15.0819
[27] valid_0's poisson: -105.688 valid_0's l1: 14.9354
[28] valid_0's poisson: -105.815 valid_0's l1: 14.7798
[29] valid_0's poisson: -105.927 valid_0's l1: 14.6369
[30] valid_0's poisson: -106.036 valid_0's l1: 14.523
[31] valid_0's poisson: -106.17 valid_0's l1: 14.3549
[32] valid_0's poisson: -106.275 valid_0's l1: 14.2259
[33] valid_0's poisson: -106.356 valid_0's l1: 14.1171
[34] valid_0's poisson: -106.427 valid_0's l1: 14.021
[35] valid_0's poisson: -106.592 valid_0's l1: 13.8535
[36] valid_0's poisson: -106.718 valid_0's l1: 13.724
[37] valid_0's poisson: -106.842 valid_0's l1: 13.5837
[38] valid_0's poisson: -106.991 valid_0's l1: 13.4281
[39] valid_0's poisson: -107.058 valid_0's l1: 13.3494
[40] valid_0's poisson: -107.134 valid_0's l1: 13.2541
[41] valid_0's poisson: -107.177 valid_0's l1: 13.1905
[42] valid_0's poisson: -107.263 valid_0's l1: 13.0858
[43] valid_0's poisson: -107.339 valid_0's l1: 12.9993
[44] valid_0's poisson: -107.431 valid_0's l1: 12.8921
[45] valid_0's poisson: -107.466 valid_0's l1: 12.831
[46] valid_0's poisson: -107.501 valid_0's l1: 12.7882
[47] valid_0's poisson: -107.539 valid_0's l1: 12.7495
[48] valid_0's poisson: -107.586 valid_0's l1: 12.676
[49] valid_0's poisson: -107.623 valid_0's l1: 12.6163
[50] valid_0's poisson: -107.656 valid_0's l1: 12.5762
[51] valid_0's poisson: -107.67 valid_0's l1: 12.5402
[52] valid_0's poisson: -107.696 valid_0's l1: 12.5033
[53] valid_0's poisson: -107.721 valid_0's l1: 12.474
[54] valid_0's poisson: -107.74 valid_0's l1: 12.4483
[55] valid_0's poisson: -107.761 valid_0's l1: 12.4163
[56] valid_0's poisson: -107.798 valid_0's l1: 12.3666
[57] valid_0's poisson: -107.818 valid_0's l1: 12.3322
[58] valid_0's poisson: -107.85 valid_0's l1: 12.2949
[59] valid_0's poisson: -107.866 valid_0's l1: 12.274
[60] valid_0's poisson: -107.871 valid_0's l1: 12.2644
[61] valid_0's poisson: -107.878 valid_0's l1: 12.2456
[62] valid_0's poisson: -107.894 valid_0's l1: 12.2143
[63] valid_0's poisson: -107.879 valid_0's l1: 12.2007
[64] valid_0's poisson: -107.88 valid_0's l1: 12.1938
[65] valid_0's poisson: -107.901 valid_0's l1: 12.1607
[66] valid_0's poisson: -107.906 valid_0's l1: 12.153
[67] valid_0's poisson: -107.913 valid_0's l1: 12.139
[68] valid_0's poisson: -107.912 valid_0's l1: 12.1315
[69] valid_0's poisson: -107.914 valid_0's l1: 12.1173
[70] valid_0's poisson: -107.91 valid_0's l1: 12.1122
[71] valid_0's poisson: -107.925 valid_0's l1: 12.0916
[72] valid_0's poisson: -107.921 valid_0's l1: 12.0874
[73] valid_0's poisson: -107.92 valid_0's l1: 12.0823
[74] valid_0's poisson: -107.924 valid_0's l1: 12.0692
[75] valid_0's poisson: -107.917 valid_0's l1: 12.0505
[76] valid_0's poisson: -107.922 valid_0's l1: 12.0348
[77] valid_0's poisson: -107.928 valid_0's l1: 12.0225
[78] valid_0's poisson: -107.935 valid_0's l1: 12.0007
[79] valid_0's poisson: -107.946 valid_0's l1: 11.9728
[80] valid_0's poisson: -107.958 valid_0's l1: 11.9476
[81] valid_0's poisson: -107.962 valid_0's l1: 11.9288
[82] valid_0's poisson: -107.959 valid_0's l1: 11.9215
[83] valid_0's poisson: -107.971 valid_0's l1: 11.902
[84] valid_0's poisson: -107.968 valid_0's l1: 11.8884
[85] valid_0's poisson: -107.971 valid_0's l1: 11.8693
[86] valid_0's poisson: -107.977 valid_0's l1: 11.8512
[87] valid_0's poisson: -107.978 valid_0's l1: 11.8406
[88] valid_0's poisson: -107.983 valid_0's l1: 11.8351
[89] valid_0's poisson: -107.983 valid_0's l1: 11.8291
[90] valid_0's poisson: -107.99 valid_0's l1: 11.8186
[91] valid_0's poisson: -108 valid_0's l1: 11.7893
[92] valid_0's poisson: -107.986 valid_0's l1: 11.7774
[93] valid_0's poisson: -107.988 valid_0's l1: 11.7662
[94] valid_0's poisson: -107.924 valid_0's l1: 11.7573
[95] valid_0's poisson: -107.93 valid_0's l1: 11.7472
[96] valid_0's poisson: -107.932 valid_0's l1: 11.7395
[97] valid_0's poisson: -107.947 valid_0's l1: 11.7289
[98] valid_0's poisson: -107.942 valid_0's l1: 11.7277
[99] valid_0's poisson: -107.923 valid_0's l1: 11.7237
[100] valid_0's poisson: -107.929 valid_0's l1: 11.7208
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1766 valid_0's l1: 29.0762
[2] valid_0's poisson: -81.9266 valid_0's l1: 28.8007
[3] valid_0's poisson: -82.6359 valid_0's l1: 28.5304
[4] valid_0's poisson: -83.3078 valid_0's l1: 28.2661
[5] valid_0's poisson: -83.9743 valid_0's l1: 27.9997
[6] valid_0's poisson: -84.6286 valid_0's l1: 27.7364
[7] valid_0's poisson: -85.2478 valid_0's l1: 27.4797
[8] valid_0's poisson: -85.8625 valid_0's l1: 27.2215
[9] valid_0's poisson: -86.4461 valid_0's l1: 26.9676
[10] valid_0's poisson: -86.9633 valid_0's l1: 26.7297
[11] valid_0's poisson: -87.4678 valid_0's l1: 26.4932
[12] valid_0's poisson: -87.9718 valid_0's l1: 26.2565
[13] valid_0's poisson: -88.4559 valid_0's l1: 26.0253
[14] valid_0's poisson: -88.8824 valid_0's l1: 25.8085
[15] valid_0's poisson: -89.3274 valid_0's l1: 25.5877
[16] valid_0's poisson: -89.7444 valid_0's l1: 25.3742
[17] valid_0's poisson: -90.1358 valid_0's l1: 25.1663
[18] valid_0's poisson: -90.5101 valid_0's l1: 24.9631
[19] valid_0's poisson: -90.8565 valid_0's l1: 24.7741
[20] valid_0's poisson: -91.1907 valid_0's l1: 24.5853
[21] valid_0's poisson: -91.522 valid_0's l1: 24.3989
[22] valid_0's poisson: -91.8294 valid_0's l1: 24.222
[23] valid_0's poisson: -92.1341 valid_0's l1: 24.0467
[24] valid_0's poisson: -92.4268 valid_0's l1: 23.8751
[25] valid_0's poisson: -92.7642 valid_0's l1: 23.6912
[26] valid_0's poisson: -93.0889 valid_0's l1: 23.5101
[27] valid_0's poisson: -93.3634 valid_0's l1: 23.3469
[28] valid_0's poisson: -93.6184 valid_0's l1: 23.1901
[29] valid_0's poisson: -93.857 valid_0's l1: 23.0453
[30] valid_0's poisson: -94.1163 valid_0's l1: 22.8899
[31] valid_0's poisson: -94.3971 valid_0's l1: 22.7254
[32] valid_0's poisson: -94.6611 valid_0's l1: 22.5699
[33] valid_0's poisson: -94.924 valid_0's l1: 22.4134
[34] valid_0's poisson: -95.3739 valid_0's l1: 22.2227
[35] valid_0's poisson: -95.5692 valid_0's l1: 22.0929
[36] valid_0's poisson: -95.803 valid_0's l1: 21.9522
[37] valid_0's poisson: -95.9922 valid_0's l1: 21.8266
[38] valid_0's poisson: -96.1692 valid_0's l1: 21.7044
[39] valid_0's poisson: -96.3708 valid_0's l1: 21.5695
[40] valid_0's poisson: -96.7059 valid_0's l1: 21.4099
[41] valid_0's poisson: -97.0973 valid_0's l1: 21.2274
[42] valid_0's poisson: -97.4537 valid_0's l1: 21.0523
[43] valid_0's poisson: -97.8 valid_0's l1: 20.8784
[44] valid_0's poisson: -98.1342 valid_0's l1: 20.7143
[45] valid_0's poisson: -98.4584 valid_0's l1: 20.5426
[46] valid_0's poisson: -98.7368 valid_0's l1: 20.3883
[47] valid_0's poisson: -98.9986 valid_0's l1: 20.2341
[48] valid_0's poisson: -99.236 valid_0's l1: 20.0999
[49] valid_0's poisson: -99.4896 valid_0's l1: 19.9492
[50] valid_0's poisson: -99.7539 valid_0's l1: 19.7951
[51] valid_0's poisson: -99.964 valid_0's l1: 19.6682
[52] valid_0's poisson: -100.187 valid_0's l1: 19.5267
[53] valid_0's poisson: -100.413 valid_0's l1: 19.3819
[54] valid_0's poisson: -100.627 valid_0's l1: 19.249
[55] valid_0's poisson: -100.735 valid_0's l1: 19.1569
[56] valid_0's poisson: -100.922 valid_0's l1: 19.0342
[57] valid_0's poisson: -101.114 valid_0's l1: 18.9033
[58] valid_0's poisson: -101.309 valid_0's l1: 18.7685
[59] valid_0's poisson: -101.484 valid_0's l1: 18.642
[60] valid_0's poisson: -101.637 valid_0's l1: 18.5226
[61] valid_0's poisson: -101.802 valid_0's l1: 18.4017
[62] valid_0's poisson: -101.941 valid_0's l1: 18.3029
[63] valid_0's poisson: -102.025 valid_0's l1: 18.2258
[64] valid_0's poisson: -102.095 valid_0's l1: 18.1604
[65] valid_0's poisson: -102.165 valid_0's l1: 18.0956
[66] valid_0's poisson: -102.241 valid_0's l1: 18.0258
[67] valid_0's poisson: -102.38 valid_0's l1: 17.9141
[68] valid_0's poisson: -102.528 valid_0's l1: 17.8028
[69] valid_0's poisson: -102.675 valid_0's l1: 17.686
[70] valid_0's poisson: -102.752 valid_0's l1: 17.6131
[71] valid_0's poisson: -102.828 valid_0's l1: 17.5467
[72] valid_0's poisson: -102.904 valid_0's l1: 17.4771
[73] valid_0's poisson: -103.026 valid_0's l1: 17.3911
[74] valid_0's poisson: -103.091 valid_0's l1: 17.3294
[75] valid_0's poisson: -103.223 valid_0's l1: 17.2232
[76] valid_0's poisson: -103.331 valid_0's l1: 17.1314
[77] valid_0's poisson: -103.434 valid_0's l1: 17.0422
[78] valid_0's poisson: -103.533 valid_0's l1: 16.9565
[79] valid_0's poisson: -103.621 valid_0's l1: 16.8846
[80] valid_0's poisson: -103.733 valid_0's l1: 16.7965
[81] valid_0's poisson: -103.839 valid_0's l1: 16.7103
[82] valid_0's poisson: -103.928 valid_0's l1: 16.6332
[83] valid_0's poisson: -104.017 valid_0's l1: 16.55
[84] valid_0's poisson: -104.1 valid_0's l1: 16.4715
[85] valid_0's poisson: -104.202 valid_0's l1: 16.3812
[86] valid_0's poisson: -104.278 valid_0's l1: 16.3154
[87] valid_0's poisson: -104.36 valid_0's l1: 16.2467
[88] valid_0's poisson: -104.454 valid_0's l1: 16.1615
[89] valid_0's poisson: -104.497 valid_0's l1: 16.1165
[90] valid_0's poisson: -104.586 valid_0's l1: 16.0336
[91] valid_0's poisson: -104.666 valid_0's l1: 15.9571
[92] valid_0's poisson: -104.749 valid_0's l1: 15.8788
[93] valid_0's poisson: -104.828 valid_0's l1: 15.8019
[94] valid_0's poisson: -104.905 valid_0's l1: 15.7265
[95] valid_0's poisson: -104.967 valid_0's l1: 15.6614
[96] valid_0's poisson: -105.044 valid_0's l1: 15.5902
[97] valid_0's poisson: -105.084 valid_0's l1: 15.5491
[98] valid_0's poisson: -105.144 valid_0's l1: 15.4846
[99] valid_0's poisson: -105.18 valid_0's l1: 15.4443
[100] valid_0's poisson: -105.25 valid_0's l1: 15.375
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1958 valid_0's l1: 29.0694
[2] valid_0's poisson: -81.9424 valid_0's l1: 28.7937
[3] valid_0's poisson: -82.6823 valid_0's l1: 28.5183
[4] valid_0's poisson: -83.3811 valid_0's l1: 28.2488
[5] valid_0's poisson: -84.0489 valid_0's l1: 27.9831
[6] valid_0's poisson: -84.6643 valid_0's l1: 27.7239
[7] valid_0's poisson: -85.291 valid_0's l1: 27.4615
[8] valid_0's poisson: -85.9104 valid_0's l1: 27.2006
[9] valid_0's poisson: -86.4772 valid_0's l1: 26.9532
[10] valid_0's poisson: -87.0333 valid_0's l1: 26.7083
[11] valid_0's poisson: -87.528 valid_0's l1: 26.4737
[12] valid_0's poisson: -88.0327 valid_0's l1: 26.2382
[13] valid_0's poisson: -88.5133 valid_0's l1: 26.0081
[14] valid_0's poisson: -88.9539 valid_0's l1: 25.786
[15] valid_0's poisson: -89.3889 valid_0's l1: 25.5678
[16] valid_0's poisson: -89.8084 valid_0's l1: 25.3529
[17] valid_0's poisson: -90.1932 valid_0's l1: 25.1472
[18] valid_0's poisson: -90.5572 valid_0's l1: 24.9511
[19] valid_0's poisson: -90.944 valid_0's l1: 24.7469
[20] valid_0's poisson: -91.2725 valid_0's l1: 24.559
[21] valid_0's poisson: -91.6035 valid_0's l1: 24.3751
[22] valid_0's poisson: -91.9169 valid_0's l1: 24.1946
[23] valid_0's poisson: -92.2259 valid_0's l1: 24.0152
[24] valid_0's poisson: -92.517 valid_0's l1: 23.8422
[25] valid_0's poisson: -92.8188 valid_0's l1: 23.6688
[26] valid_0's poisson: -93.1159 valid_0's l1: 23.4987
[27] valid_0's poisson: -93.3741 valid_0's l1: 23.3401
[28] valid_0's poisson: -93.6607 valid_0's l1: 23.1758
[29] valid_0's poisson: -93.9567 valid_0's l1: 23.0057
[30] valid_0's poisson: -94.2369 valid_0's l1: 22.8435
[31] valid_0's poisson: -94.5152 valid_0's l1: 22.6818
[32] valid_0's poisson: -94.7358 valid_0's l1: 22.5393
[33] valid_0's poisson: -95.1942 valid_0's l1: 22.3434
[34] valid_0's poisson: -95.3991 valid_0's l1: 22.2085
[35] valid_0's poisson: -95.5907 valid_0's l1: 22.0837
[36] valid_0's poisson: -95.8268 valid_0's l1: 21.9403
[37] valid_0's poisson: -96.0432 valid_0's l1: 21.7996
[38] valid_0's poisson: -96.2261 valid_0's l1: 21.6741
[39] valid_0's poisson: -96.5699 valid_0's l1: 21.5122
[40] valid_0's poisson: -96.7664 valid_0's l1: 21.3816
[41] valid_0's poisson: -97.1429 valid_0's l1: 21.2025
[42] valid_0's poisson: -97.4632 valid_0's l1: 21.0461
[43] valid_0's poisson: -97.7657 valid_0's l1: 20.8949
[44] valid_0's poisson: -98.0342 valid_0's l1: 20.7416
[45] valid_0's poisson: -98.3339 valid_0's l1: 20.5747
[46] valid_0's poisson: -98.4597 valid_0's l1: 20.4794
[47] valid_0's poisson: -98.738 valid_0's l1: 20.3281
[48] valid_0's poisson: -99.0235 valid_0's l1: 20.171
[49] valid_0's poisson: -99.267 valid_0's l1: 20.0213
[50] valid_0's poisson: -99.5071 valid_0's l1: 19.8747
[51] valid_0's poisson: -99.7735 valid_0's l1: 19.7283
[52] valid_0's poisson: -99.9889 valid_0's l1: 19.5885
[53] valid_0's poisson: -100.194 valid_0's l1: 19.4521
[54] valid_0's poisson: -100.387 valid_0's l1: 19.3311
[55] valid_0's poisson: -100.499 valid_0's l1: 19.2304
[56] valid_0's poisson: -100.655 valid_0's l1: 19.1154
[57] valid_0's poisson: -100.76 valid_0's l1: 19.0186
[58] valid_0's poisson: -100.935 valid_0's l1: 18.9054
[59] valid_0's poisson: -101.12 valid_0's l1: 18.7756
[60] valid_0's poisson: -101.281 valid_0's l1: 18.6538
[61] valid_0's poisson: -101.436 valid_0's l1: 18.5348
[62] valid_0's poisson: -101.584 valid_0's l1: 18.4191
[63] valid_0's poisson: -101.74 valid_0's l1: 18.315
[64] valid_0's poisson: -101.917 valid_0's l1: 18.1865
[65] valid_0's poisson: -102.01 valid_0's l1: 18.1023
[66] valid_0's poisson: -102.084 valid_0's l1: 18.0326
[67] valid_0's poisson: -102.253 valid_0's l1: 17.9076
[68] valid_0's poisson: -102.42 valid_0's l1: 17.7826
[69] valid_0's poisson: -102.544 valid_0's l1: 17.6904
[70] valid_0's poisson: -102.668 valid_0's l1: 17.585
[71] valid_0's poisson: -102.788 valid_0's l1: 17.4959
[72] valid_0's poisson: -102.936 valid_0's l1: 17.3803
[73] valid_0's poisson: -103.077 valid_0's l1: 17.2691
[74] valid_0's poisson: -103.212 valid_0's l1: 17.1612
[75] valid_0's poisson: -103.277 valid_0's l1: 17.0982
[76] valid_0's poisson: -103.333 valid_0's l1: 17.0413
[77] valid_0's poisson: -103.399 valid_0's l1: 16.9768
[78] valid_0's poisson: -103.518 valid_0's l1: 16.8783
[79] valid_0's poisson: -103.613 valid_0's l1: 16.8013
[80] valid_0's poisson: -103.665 valid_0's l1: 16.749
[81] valid_0's poisson: -103.761 valid_0's l1: 16.6764
[82] valid_0's poisson: -103.868 valid_0's l1: 16.5836
[83] valid_0's poisson: -103.974 valid_0's l1: 16.4903
[84] valid_0's poisson: -104.081 valid_0's l1: 16.3978
[85] valid_0's poisson: -104.131 valid_0's l1: 16.347
[86] valid_0's poisson: -104.179 valid_0's l1: 16.2961
[87] valid_0's poisson: -104.254 valid_0's l1: 16.2313
[88] valid_0's poisson: -104.358 valid_0's l1: 16.1441
[89] valid_0's poisson: -104.446 valid_0's l1: 16.063
[90] valid_0's poisson: -104.536 valid_0's l1: 15.9791
[91] valid_0's poisson: -104.579 valid_0's l1: 15.9343
[92] valid_0's poisson: -104.62 valid_0's l1: 15.891
[93] valid_0's poisson: -104.658 valid_0's l1: 15.8495
[94] valid_0's poisson: -104.697 valid_0's l1: 15.808
[95] valid_0's poisson: -104.734 valid_0's l1: 15.7707
[96] valid_0's poisson: -104.771 valid_0's l1: 15.733
[97] valid_0's poisson: -104.846 valid_0's l1: 15.6729
[98] valid_0's poisson: -104.917 valid_0's l1: 15.6053
[99] valid_0's poisson: -104.978 valid_0's l1: 15.5466
[100] valid_0's poisson: -105.015 valid_0's l1: 15.5011
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.198 valid_0's l1: 29.0702
[2] valid_0's poisson: -81.9663 valid_0's l1: 28.79
[3] valid_0's poisson: -82.6922 valid_0's l1: 28.5151
[4] valid_0's poisson: -83.3796 valid_0's l1: 28.2453
[5] valid_0's poisson: -84.0787 valid_0's l1: 27.9716
[6] valid_0's poisson: -84.7045 valid_0's l1: 27.7122
[7] valid_0's poisson: -85.3485 valid_0's l1: 27.448
[8] valid_0's poisson: -85.9118 valid_0's l1: 27.1994
[9] valid_0's poisson: -86.4787 valid_0's l1: 26.9509
[10] valid_0's poisson: -87.0314 valid_0's l1: 26.7053
[11] valid_0's poisson: -87.5552 valid_0's l1: 26.4657
[12] valid_0's poisson: -88.0753 valid_0's l1: 26.2258
[13] valid_0's poisson: -88.5513 valid_0's l1: 25.997
[14] valid_0's poisson: -89.0025 valid_0's l1: 25.7754
[15] valid_0's poisson: -89.4141 valid_0's l1: 25.5622
[16] valid_0's poisson: -89.8191 valid_0's l1: 25.3482
[17] valid_0's poisson: -90.2087 valid_0's l1: 25.1425
[18] valid_0's poisson: -90.5963 valid_0's l1: 24.9381
[19] valid_0's poisson: -90.95 valid_0's l1: 24.743
[20] valid_0's poisson: -91.2894 valid_0's l1: 24.5551
[21] valid_0's poisson: -91.6141 valid_0's l1: 24.371
[22] valid_0's poisson: -91.9363 valid_0's l1: 24.1907
[23] valid_0's poisson: -92.2774 valid_0's l1: 24.0041
[24] valid_0's poisson: -92.5734 valid_0's l1: 23.8321
[25] valid_0's poisson: -92.8603 valid_0's l1: 23.6651
[26] valid_0's poisson: -93.1288 valid_0's l1: 23.504
[27] valid_0's poisson: -93.4207 valid_0's l1: 23.3364
[28] valid_0's poisson: -93.7147 valid_0's l1: 23.169
[29] valid_0's poisson: -93.9832 valid_0's l1: 23.0132
[30] valid_0's poisson: -94.2435 valid_0's l1: 22.8591
[31] valid_0's poisson: -94.4678 valid_0's l1: 22.7146
[32] valid_0's poisson: -94.7333 valid_0's l1: 22.5582
[33] valid_0's poisson: -95.2035 valid_0's l1: 22.3605
[34] valid_0's poisson: -95.6922 valid_0's l1: 22.1487
[35] valid_0's poisson: -96.1315 valid_0's l1: 21.9484
[36] valid_0's poisson: -96.3748 valid_0's l1: 21.7969
[37] valid_0's poisson: -96.7752 valid_0's l1: 21.6048
[38] valid_0's poisson: -97.1237 valid_0's l1: 21.4261
[39] valid_0's poisson: -97.5004 valid_0's l1: 21.2348
[40] valid_0's poisson: -97.8128 valid_0's l1: 21.0644
[41] valid_0's poisson: -97.9649 valid_0's l1: 20.9458
[42] valid_0's poisson: -98.2764 valid_0's l1: 20.7738
[43] valid_0's poisson: -98.4178 valid_0's l1: 20.66
[44] valid_0's poisson: -98.6826 valid_0's l1: 20.514
[45] valid_0's poisson: -98.9623 valid_0's l1: 20.3518
[46] valid_0's poisson: -99.096 valid_0's l1: 20.2431
[47] valid_0's poisson: -99.2332 valid_0's l1: 20.1382
[48] valid_0's poisson: -99.4972 valid_0's l1: 19.9836
[49] valid_0's poisson: -99.7591 valid_0's l1: 19.8285
[50] valid_0's poisson: -99.9552 valid_0's l1: 19.6958
[51] valid_0's poisson: -100.186 valid_0's l1: 19.5448
[52] valid_0's poisson: -100.383 valid_0's l1: 19.4213
[53] valid_0's poisson: -100.57 valid_0's l1: 19.2998
[54] valid_0's poisson: -100.782 valid_0's l1: 19.1552
[55] valid_0's poisson: -100.893 valid_0's l1: 19.0574
[56] valid_0's poisson: -100.992 valid_0's l1: 18.9687
[57] valid_0's poisson: -101.187 valid_0's l1: 18.8418
[58] valid_0's poisson: -101.347 valid_0's l1: 18.7318
[59] valid_0's poisson: -101.529 valid_0's l1: 18.5978
[60] valid_0's poisson: -101.688 valid_0's l1: 18.475
[61] valid_0's poisson: -101.872 valid_0's l1: 18.3374
[62] valid_0's poisson: -102.048 valid_0's l1: 18.2044
[63] valid_0's poisson: -102.216 valid_0's l1: 18.0753
[64] valid_0's poisson: -102.355 valid_0's l1: 17.9715
[65] valid_0's poisson: -102.428 valid_0's l1: 17.9027
[66] valid_0's poisson: -102.59 valid_0's l1: 17.7765
[67] valid_0's poisson: -102.745 valid_0's l1: 17.6548
[68] valid_0's poisson: -102.87 valid_0's l1: 17.548
[69] valid_0's poisson: -103.007 valid_0's l1: 17.4372
[70] valid_0's poisson: -103.093 valid_0's l1: 17.3563
[71] valid_0's poisson: -103.202 valid_0's l1: 17.2719
[72] valid_0's poisson: -103.27 valid_0's l1: 17.2045
[73] valid_0's poisson: -103.404 valid_0's l1: 17.105
[74] valid_0's poisson: -103.505 valid_0's l1: 17.0243
[75] valid_0's poisson: -103.573 valid_0's l1: 16.9583
[76] valid_0's poisson: -103.69 valid_0's l1: 16.8708
[77] valid_0's poisson: -103.791 valid_0's l1: 16.7791
[78] valid_0's poisson: -103.909 valid_0's l1: 16.6868
[79] valid_0's poisson: -103.995 valid_0's l1: 16.6032
[80] valid_0's poisson: -104.097 valid_0's l1: 16.512
[81] valid_0's poisson: -104.201 valid_0's l1: 16.4258
[82] valid_0's poisson: -104.283 valid_0's l1: 16.3533
[83] valid_0's poisson: -104.367 valid_0's l1: 16.2722
[84] valid_0's poisson: -104.447 valid_0's l1: 16.1928
[85] valid_0's poisson: -104.524 valid_0's l1: 16.1157
[86] valid_0's poisson: -104.579 valid_0's l1: 16.0607
[87] valid_0's poisson: -104.627 valid_0's l1: 16.0103
[88] valid_0's poisson: -104.692 valid_0's l1: 15.9409
[89] valid_0's poisson: -104.737 valid_0's l1: 15.8926
[90] valid_0's poisson: -104.82 valid_0's l1: 15.811
[91] valid_0's poisson: -104.903 valid_0's l1: 15.7368
[92] valid_0's poisson: -104.952 valid_0's l1: 15.6876
[93] valid_0's poisson: -105.016 valid_0's l1: 15.6213
[94] valid_0's poisson: -105.076 valid_0's l1: 15.5637
[95] valid_0's poisson: -105.138 valid_0's l1: 15.5002
[96] valid_0's poisson: -105.176 valid_0's l1: 15.4578
[97] valid_0's poisson: -105.213 valid_0's l1: 15.4162
[98] valid_0's poisson: -105.24 valid_0's l1: 15.3861
[99] valid_0's poisson: -105.284 valid_0's l1: 15.3407
[100] valid_0's poisson: -105.344 valid_0's l1: 15.2788
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1787 valid_0's l1: 29.0758
[2] valid_0's poisson: -81.9542 valid_0's l1: 28.7967
[3] valid_0's poisson: -82.6819 valid_0's l1: 28.5233
[4] valid_0's poisson: -83.3753 valid_0's l1: 28.2541
[5] valid_0's poisson: -84.0317 valid_0's l1: 27.9904
[6] valid_0's poisson: -84.7024 valid_0's l1: 27.7209
[7] valid_0's poisson: -85.32 valid_0's l1: 27.4629
[8] valid_0's poisson: -85.9209 valid_0's l1: 27.2069
[9] valid_0's poisson: -86.4981 valid_0's l1: 26.9561
[10] valid_0's poisson: -87.0285 valid_0's l1: 26.7162
[11] valid_0's poisson: -87.5519 valid_0's l1: 26.4749
[12] valid_0's poisson: -88.0492 valid_0's l1: 26.2405
[13] valid_0's poisson: -88.5247 valid_0's l1: 26.0111
[14] valid_0's poisson: -88.9997 valid_0's l1: 25.7816
[15] valid_0's poisson: -89.4451 valid_0's l1: 25.5604
[16] valid_0's poisson: -89.8498 valid_0's l1: 25.3475
[17] valid_0's poisson: -90.2375 valid_0's l1: 25.1393
[18] valid_0's poisson: -90.6084 valid_0's l1: 24.9371
[19] valid_0's poisson: -90.966 valid_0's l1: 24.7424
[20] valid_0's poisson: -91.3088 valid_0's l1: 24.5509
[21] valid_0's poisson: -91.6378 valid_0's l1: 24.3659
[22] valid_0's poisson: -91.9394 valid_0's l1: 24.1884
[23] valid_0's poisson: -92.2687 valid_0's l1: 24.0029
[24] valid_0's poisson: -92.5491 valid_0's l1: 23.8329
[25] valid_0's poisson: -92.8217 valid_0's l1: 23.6674
[26] valid_0's poisson: -93.1394 valid_0's l1: 23.4889
[27] valid_0's poisson: -93.442 valid_0's l1: 23.3189
[28] valid_0's poisson: -93.746 valid_0's l1: 23.1497
[29] valid_0's poisson: -94.2114 valid_0's l1: 22.954
[30] valid_0's poisson: -94.4915 valid_0's l1: 22.79
[31] valid_0's poisson: -94.715 valid_0's l1: 22.6429
[32] valid_0's poisson: -94.9625 valid_0's l1: 22.4881
[33] valid_0's poisson: -95.1787 valid_0's l1: 22.3485
[34] valid_0's poisson: -95.4235 valid_0's l1: 22.2015
[35] valid_0's poisson: -95.8523 valid_0's l1: 22.0133
[36] valid_0's poisson: -96.0475 valid_0's l1: 21.8834
[37] valid_0's poisson: -96.2569 valid_0's l1: 21.7457
[38] valid_0's poisson: -96.6164 valid_0's l1: 21.5769
[39] valid_0's poisson: -96.777 valid_0's l1: 21.4588
[40] valid_0's poisson: -97.1581 valid_0's l1: 21.2721
[41] valid_0's poisson: -97.4428 valid_0's l1: 21.1158
[42] valid_0's poisson: -97.7609 valid_0's l1: 20.9518
[43] valid_0's poisson: -98.1116 valid_0's l1: 20.7711
[44] valid_0's poisson: -98.4302 valid_0's l1: 20.6074
[45] valid_0's poisson: -98.7003 valid_0's l1: 20.4564
[46] valid_0's poisson: -98.9831 valid_0's l1: 20.2944
[47] valid_0's poisson: -99.2509 valid_0's l1: 20.1375
[48] valid_0's poisson: -99.5035 valid_0's l1: 19.9855
[49] valid_0's poisson: -99.7595 valid_0's l1: 19.834
[50] valid_0's poisson: -100 valid_0's l1: 19.6867
[51] valid_0's poisson: -100.241 valid_0's l1: 19.5372
[52] valid_0's poisson: -100.45 valid_0's l1: 19.3971
[53] valid_0's poisson: -100.619 valid_0's l1: 19.2774
[54] valid_0's poisson: -100.715 valid_0's l1: 19.1934
[55] valid_0's poisson: -100.827 valid_0's l1: 19.0918
[56] valid_0's poisson: -100.918 valid_0's l1: 19.0117
[57] valid_0's poisson: -101.022 valid_0's l1: 18.9212
[58] valid_0's poisson: -101.228 valid_0's l1: 18.7831
[59] valid_0's poisson: -101.392 valid_0's l1: 18.6596
[60] valid_0's poisson: -101.542 valid_0's l1: 18.5546
[61] valid_0's poisson: -101.717 valid_0's l1: 18.4375
[62] valid_0's poisson: -101.864 valid_0's l1: 18.3211
[63] valid_0's poisson: -102.038 valid_0's l1: 18.1914
[64] valid_0's poisson: -102.205 valid_0's l1: 18.0644
[65] valid_0's poisson: -102.289 valid_0's l1: 17.9906
[66] valid_0's poisson: -102.446 valid_0's l1: 17.8689
[67] valid_0's poisson: -102.599 valid_0's l1: 17.7499
[68] valid_0's poisson: -102.724 valid_0's l1: 17.6539
[69] valid_0's poisson: -102.812 valid_0's l1: 17.5724
[70] valid_0's poisson: -102.886 valid_0's l1: 17.5007
[71] valid_0's poisson: -102.952 valid_0's l1: 17.436
[72] valid_0's poisson: -103.074 valid_0's l1: 17.3329
[73] valid_0's poisson: -103.21 valid_0's l1: 17.2292
[74] valid_0's poisson: -103.34 valid_0's l1: 17.1248
[75] valid_0's poisson: -103.448 valid_0's l1: 17.031
[76] valid_0's poisson: -103.514 valid_0's l1: 16.9701
[77] valid_0's poisson: -103.638 valid_0's l1: 16.8688
[78] valid_0's poisson: -103.756 valid_0's l1: 16.7697
[79] valid_0's poisson: -103.814 valid_0's l1: 16.712
[80] valid_0's poisson: -103.93 valid_0's l1: 16.6184
[81] valid_0's poisson: -104.038 valid_0's l1: 16.5249
[82] valid_0's poisson: -104.082 valid_0's l1: 16.4808
[83] valid_0's poisson: -104.178 valid_0's l1: 16.3991
[84] valid_0's poisson: -104.228 valid_0's l1: 16.3485
[85] valid_0's poisson: -104.278 valid_0's l1: 16.2915
[86] valid_0's poisson: -104.343 valid_0's l1: 16.2254
[87] valid_0's poisson: -104.386 valid_0's l1: 16.1811
[88] valid_0's poisson: -104.478 valid_0's l1: 16.0961
[89] valid_0's poisson: -104.521 valid_0's l1: 16.0526
[90] valid_0's poisson: -104.595 valid_0's l1: 15.9793
[91] valid_0's poisson: -104.678 valid_0's l1: 15.9007
[92] valid_0's poisson: -104.713 valid_0's l1: 15.8636
[93] valid_0's poisson: -104.792 valid_0's l1: 15.7884
[94] valid_0's poisson: -104.873 valid_0's l1: 15.7157
[95] valid_0's poisson: -104.956 valid_0's l1: 15.6449
[96] valid_0's poisson: -104.993 valid_0's l1: 15.604
[97] valid_0's poisson: -105.028 valid_0's l1: 15.5654
[98] valid_0's poisson: -105.066 valid_0's l1: 15.5245
[99] valid_0's poisson: -105.136 valid_0's l1: 15.4556
[100] valid_0's poisson: -105.206 valid_0's l1: 15.3865
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1797 valid_0's l1: 29.0742
[2] valid_0's poisson: -81.9325 valid_0's l1: 28.7972
[3] valid_0's poisson: -82.6705 valid_0's l1: 28.5197
[4] valid_0's poisson: -83.3679 valid_0's l1: 28.248
[5] valid_0's poisson: -84.0425 valid_0's l1: 27.9801
[6] valid_0's poisson: -84.6563 valid_0's l1: 27.7238
[7] valid_0's poisson: -85.2625 valid_0's l1: 27.4687
[8] valid_0's poisson: -85.8634 valid_0's l1: 27.2136
[9] valid_0's poisson: -86.414 valid_0's l1: 26.9695
[10] valid_0's poisson: -86.9557 valid_0's l1: 26.7278
[11] valid_0's poisson: -87.4915 valid_0's l1: 26.4858
[12] valid_0's poisson: -87.9799 valid_0's l1: 26.2557
[13] valid_0's poisson: -88.4257 valid_0's l1: 26.0336
[14] valid_0's poisson: -88.8641 valid_0's l1: 25.8135
[15] valid_0's poisson: -89.2952 valid_0's l1: 25.5968
[16] valid_0's poisson: -89.6954 valid_0's l1: 25.3879
[17] valid_0's poisson: -90.0592 valid_0's l1: 25.1933
[18] valid_0's poisson: -90.4144 valid_0's l1: 24.9995
[19] valid_0's poisson: -90.7646 valid_0's l1: 24.8113
[20] valid_0's poisson: -91.1063 valid_0's l1: 24.6213
[21] valid_0's poisson: -91.4487 valid_0's l1: 24.4338
[22] valid_0's poisson: -91.7621 valid_0's l1: 24.2548
[23] valid_0's poisson: -92.0975 valid_0's l1: 24.0721
[24] valid_0's poisson: -92.4005 valid_0's l1: 23.901
[25] valid_0's poisson: -92.7141 valid_0's l1: 23.722
[26] valid_0's poisson: -93.015 valid_0's l1: 23.5548
[27] valid_0's poisson: -93.2768 valid_0's l1: 23.3953
[28] valid_0's poisson: -93.5263 valid_0's l1: 23.2423
[29] valid_0's poisson: -93.7694 valid_0's l1: 23.0907
[30] valid_0's poisson: -94.0053 valid_0's l1: 22.9446
[31] valid_0's poisson: -94.242 valid_0's l1: 22.7978
[32] valid_0's poisson: -94.4944 valid_0's l1: 22.647
[33] valid_0's poisson: -94.7044 valid_0's l1: 22.5105
[34] valid_0's poisson: -94.9542 valid_0's l1: 22.3628
[35] valid_0's poisson: -95.2007 valid_0's l1: 22.2166
[36] valid_0's poisson: -95.5521 valid_0's l1: 22.0543
[37] valid_0's poisson: -96.015 valid_0's l1: 21.8527
[38] valid_0's poisson: -96.4259 valid_0's l1: 21.6638
[39] valid_0's poisson: -96.7891 valid_0's l1: 21.4852
[40] valid_0's poisson: -97.1257 valid_0's l1: 21.3201
[41] valid_0's poisson: -97.4713 valid_0's l1: 21.145
[42] valid_0's poisson: -97.7971 valid_0's l1: 20.9748
[43] valid_0's poisson: -98.083 valid_0's l1: 20.8134
[44] valid_0's poisson: -98.3572 valid_0's l1: 20.6621
[45] valid_0's poisson: -98.6402 valid_0's l1: 20.5016
[46] valid_0's poisson: -98.9109 valid_0's l1: 20.3433
[47] valid_0's poisson: -99.1058 valid_0's l1: 20.2156
[48] valid_0's poisson: -99.3523 valid_0's l1: 20.0695
[49] valid_0's poisson: -99.5934 valid_0's l1: 19.9212
[50] valid_0's poisson: -99.8396 valid_0's l1: 19.7699
[51] valid_0's poisson: -100.043 valid_0's l1: 19.6451
[52] valid_0's poisson: -100.276 valid_0's l1: 19.5062
[53] valid_0's poisson: -100.391 valid_0's l1: 19.4105
[54] valid_0's poisson: -100.576 valid_0's l1: 19.2847
[55] valid_0's poisson: -100.689 valid_0's l1: 19.1876
[56] valid_0's poisson: -100.849 valid_0's l1: 19.0667
[57] valid_0's poisson: -101.002 valid_0's l1: 18.9493
[58] valid_0's poisson: -101.165 valid_0's l1: 18.8385
[59] valid_0's poisson: -101.266 valid_0's l1: 18.7465
[60] valid_0's poisson: -101.419 valid_0's l1: 18.6288
[61] valid_0's poisson: -101.607 valid_0's l1: 18.4933
[62] valid_0's poisson: -101.812 valid_0's l1: 18.3591
[63] valid_0's poisson: -101.984 valid_0's l1: 18.2311
[64] valid_0's poisson: -102.171 valid_0's l1: 18.1051
[65] valid_0's poisson: -102.347 valid_0's l1: 17.9838
[66] valid_0's poisson: -102.483 valid_0's l1: 17.8714
[67] valid_0's poisson: -102.629 valid_0's l1: 17.7559
[68] valid_0's poisson: -102.784 valid_0's l1: 17.6455
[69] valid_0's poisson: -102.853 valid_0's l1: 17.5801
[70] valid_0's poisson: -102.964 valid_0's l1: 17.4918
[71] valid_0's poisson: -103.094 valid_0's l1: 17.3867
[72] valid_0's poisson: -103.206 valid_0's l1: 17.2912
[73] valid_0's poisson: -103.27 valid_0's l1: 17.2289
[74] valid_0's poisson: -103.403 valid_0's l1: 17.13
[75] valid_0's poisson: -103.528 valid_0's l1: 17.0261
[76] valid_0's poisson: -103.601 valid_0's l1: 16.9541
[77] valid_0's poisson: -103.719 valid_0's l1: 16.8538
[78] valid_0's poisson: -103.782 valid_0's l1: 16.7935
[79] valid_0's poisson: -103.894 valid_0's l1: 16.6972
[80] valid_0's poisson: -103.947 valid_0's l1: 16.6417
[81] valid_0's poisson: -104.04 valid_0's l1: 16.555
[82] valid_0's poisson: -104.098 valid_0's l1: 16.4954
[83] valid_0's poisson: -104.185 valid_0's l1: 16.4128
[84] valid_0's poisson: -104.261 valid_0's l1: 16.3454
[85] valid_0's poisson: -104.324 valid_0's l1: 16.2843
[86] valid_0's poisson: -104.403 valid_0's l1: 16.2102
[87] valid_0's poisson: -104.48 valid_0's l1: 16.134
[88] valid_0's poisson: -104.555 valid_0's l1: 16.0587
[89] valid_0's poisson: -104.602 valid_0's l1: 16.0101
[90] valid_0's poisson: -104.657 valid_0's l1: 15.955
[91] valid_0's poisson: -104.725 valid_0's l1: 15.8881
[92] valid_0's poisson: -104.787 valid_0's l1: 15.8263
[93] valid_0's poisson: -104.858 valid_0's l1: 15.7563
[94] valid_0's poisson: -104.919 valid_0's l1: 15.6914
[95] valid_0's poisson: -104.995 valid_0's l1: 15.6166
[96] valid_0's poisson: -105.073 valid_0's l1: 15.545
[97] valid_0's poisson: -105.114 valid_0's l1: 15.5029
[98] valid_0's poisson: -105.17 valid_0's l1: 15.4409
[99] valid_0's poisson: -105.215 valid_0's l1: 15.3941
[100] valid_0's poisson: -105.268 valid_0's l1: 15.3425
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.6309 valid_0's l1: 19.9364
[2] valid_0's poisson: -100.401 valid_0's l1: 17.766
[3] valid_0's poisson: -97.2925 valid_0's l1: 16.9919
[4] valid_0's poisson: -93.3963 valid_0's l1: 16.33
[5] valid_0's poisson: -93.619 valid_0's l1: 15.9468
[6] valid_0's poisson: -97.3168 valid_0's l1: 15.5638
[7] valid_0's poisson: -95.3087 valid_0's l1: 15.2788
[8] valid_0's poisson: -95.6331 valid_0's l1: 15.0424
[9] valid_0's poisson: -97.1363 valid_0's l1: 14.9431
[10] valid_0's poisson: -95.3861 valid_0's l1: 14.7928
[11] valid_0's poisson: -96.8174 valid_0's l1: 14.7084
[12] valid_0's poisson: -96.5288 valid_0's l1: 14.5945
[13] valid_0's poisson: -99.9995 valid_0's l1: 14.3115
[14] valid_0's poisson: -98.9471 valid_0's l1: 14.244
[15] valid_0's poisson: -98.0966 valid_0's l1: 14.006
[16] valid_0's poisson: -98.7703 valid_0's l1: 13.8703
[17] valid_0's poisson: -98.9964 valid_0's l1: 13.8494
[18] valid_0's poisson: -98.9188 valid_0's l1: 13.8309
[19] valid_0's poisson: -99.2425 valid_0's l1: 13.7089
[20] valid_0's poisson: -99.4729 valid_0's l1: 13.6667
[21] valid_0's poisson: -99.5141 valid_0's l1: 13.6621
[22] valid_0's poisson: -100.075 valid_0's l1: 13.5252
[23] valid_0's poisson: -99.2661 valid_0's l1: 13.433
[24] valid_0's poisson: -99.8501 valid_0's l1: 13.3884
[25] valid_0's poisson: -100.036 valid_0's l1: 13.3506
[26] valid_0's poisson: -100.421 valid_0's l1: 13.3409
[27] valid_0's poisson: -100.433 valid_0's l1: 13.2902
[28] valid_0's poisson: -100.023 valid_0's l1: 13.1232
[29] valid_0's poisson: -99.5714 valid_0's l1: 13.0557
[30] valid_0's poisson: -99.8523 valid_0's l1: 13.0068
[31] valid_0's poisson: -99.6103 valid_0's l1: 13.0307
[32] valid_0's poisson: -99.7487 valid_0's l1: 13.0372
[33] valid_0's poisson: -99.9185 valid_0's l1: 13.036
[34] valid_0's poisson: -99.6729 valid_0's l1: 12.9942
[35] valid_0's poisson: -99.4323 valid_0's l1: 13.0128
[36] valid_0's poisson: -99.0639 valid_0's l1: 12.9815
[37] valid_0's poisson: -98.9706 valid_0's l1: 12.931
[38] valid_0's poisson: -99.4065 valid_0's l1: 12.8997
[39] valid_0's poisson: -99.4065 valid_0's l1: 12.7689
[40] valid_0's poisson: -99.7473 valid_0's l1: 12.7659
[41] valid_0's poisson: -99.6023 valid_0's l1: 12.7598
[42] valid_0's poisson: -99.5998 valid_0's l1: 12.6534
[43] valid_0's poisson: -100.055 valid_0's l1: 12.6399
[44] valid_0's poisson: -100.015 valid_0's l1: 12.543
[45] valid_0's poisson: -100.148 valid_0's l1: 12.5013
[46] valid_0's poisson: -100.134 valid_0's l1: 12.4636
[47] valid_0's poisson: -100.648 valid_0's l1: 12.4503
[48] valid_0's poisson: -99.8768 valid_0's l1: 12.448
[49] valid_0's poisson: -100.186 valid_0's l1: 12.4527
[50] valid_0's poisson: -100.546 valid_0's l1: 12.3288
[51] valid_0's poisson: -100.624 valid_0's l1: 12.3182
[52] valid_0's poisson: -100.562 valid_0's l1: 12.3006
[53] valid_0's poisson: -100.412 valid_0's l1: 12.2817
[54] valid_0's poisson: -100.26 valid_0's l1: 12.2641
[55] valid_0's poisson: -100.086 valid_0's l1: 12.2681
[56] valid_0's poisson: -100.242 valid_0's l1: 12.2758
[57] valid_0's poisson: -100.249 valid_0's l1: 12.2666
[58] valid_0's poisson: -100.101 valid_0's l1: 12.2588
[59] valid_0's poisson: -100.569 valid_0's l1: 12.2569
[60] valid_0's poisson: -100.586 valid_0's l1: 12.2002
[61] valid_0's poisson: -100.412 valid_0's l1: 12.0993
[62] valid_0's poisson: -100.321 valid_0's l1: 12.0979
[63] valid_0's poisson: -100.199 valid_0's l1: 12.076
[64] valid_0's poisson: -100.452 valid_0's l1: 12.0511
[65] valid_0's poisson: -100.33 valid_0's l1: 12.0524
[66] valid_0's poisson: -100.263 valid_0's l1: 12.0303
[67] valid_0's poisson: -100.282 valid_0's l1: 12.052
[68] valid_0's poisson: -100.273 valid_0's l1: 12.0473
[69] valid_0's poisson: -100.217 valid_0's l1: 12.0554
[70] valid_0's poisson: -100.249 valid_0's l1: 12.0185
[71] valid_0's poisson: -100.321 valid_0's l1: 12.0153
[72] valid_0's poisson: -100.506 valid_0's l1: 11.999
[73] valid_0's poisson: -100.649 valid_0's l1: 11.9969
[74] valid_0's poisson: -101.254 valid_0's l1: 11.9502
[75] valid_0's poisson: -100.735 valid_0's l1: 11.9076
[76] valid_0's poisson: -100.864 valid_0's l1: 11.9023
[77] valid_0's poisson: -101.186 valid_0's l1: 11.8942
[78] valid_0's poisson: -101.143 valid_0's l1: 11.8942
[79] valid_0's poisson: -101.342 valid_0's l1: 11.8919
[80] valid_0's poisson: -101.104 valid_0's l1: 11.8888
[81] valid_0's poisson: -101.262 valid_0's l1: 11.8723
[82] valid_0's poisson: -101.146 valid_0's l1: 11.8711
[83] valid_0's poisson: -101.165 valid_0's l1: 11.8387
[84] valid_0's poisson: -101.007 valid_0's l1: 11.837
[85] valid_0's poisson: -101.022 valid_0's l1: 11.836
[86] valid_0's poisson: -101.134 valid_0's l1: 11.8387
[87] valid_0's poisson: -101.262 valid_0's l1: 11.849
[88] valid_0's poisson: -101.348 valid_0's l1: 11.8489
[89] valid_0's poisson: -101.272 valid_0's l1: 11.8355
[90] valid_0's poisson: -101.21 valid_0's l1: 11.8423
[91] valid_0's poisson: -101.317 valid_0's l1: 11.8339
[92] valid_0's poisson: -101.321 valid_0's l1: 11.818
[93] valid_0's poisson: -101.269 valid_0's l1: 11.8423
[94] valid_0's poisson: -101.27 valid_0's l1: 11.8404
[95] valid_0's poisson: -101.301 valid_0's l1: 11.851
[96] valid_0's poisson: -101.326 valid_0's l1: 11.8485
[97] valid_0's poisson: -101.416 valid_0's l1: 11.8415
[98] valid_0's poisson: -101.23 valid_0's l1: 11.8407
[99] valid_0's poisson: -101.296 valid_0's l1: 11.843
[100] valid_0's poisson: -101.302 valid_0's l1: 11.84
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.5612 valid_0's l1: 20.0411
[2] valid_0's poisson: -99.6637 valid_0's l1: 19.1441
[3] valid_0's poisson: -96.8152 valid_0's l1: 17.4845
[4] valid_0's poisson: -97.4515 valid_0's l1: 16.2175
[5] valid_0's poisson: -102.493 valid_0's l1: 15.184
[6] valid_0's poisson: -100.361 valid_0's l1: 14.8301
[7] valid_0's poisson: -100.623 valid_0's l1: 14.6545
[8] valid_0's poisson: -101.762 valid_0's l1: 14.5438
[9] valid_0's poisson: -102.491 valid_0's l1: 14.2081
[10] valid_0's poisson: -102.438 valid_0's l1: 14.0776
[11] valid_0's poisson: -101.599 valid_0's l1: 14.0523
[12] valid_0's poisson: -102.166 valid_0's l1: 13.9299
[13] valid_0's poisson: -102.224 valid_0's l1: 13.8045
[14] valid_0's poisson: -102.158 valid_0's l1: 13.7562
[15] valid_0's poisson: -102.682 valid_0's l1: 13.6214
[16] valid_0's poisson: -102.516 valid_0's l1: 13.6164
[17] valid_0's poisson: -102.625 valid_0's l1: 13.5455
[18] valid_0's poisson: -102.48 valid_0's l1: 13.5224
[19] valid_0's poisson: -101.934 valid_0's l1: 13.4688
[20] valid_0's poisson: -101.781 valid_0's l1: 13.4901
[21] valid_0's poisson: -102.065 valid_0's l1: 13.4255
[22] valid_0's poisson: -102.285 valid_0's l1: 13.3847
[23] valid_0's poisson: -102.188 valid_0's l1: 13.3784
[24] valid_0's poisson: -102.685 valid_0's l1: 13.2817
[25] valid_0's poisson: -102.559 valid_0's l1: 13.3254
[26] valid_0's poisson: -102.328 valid_0's l1: 13.2705
[27] valid_0's poisson: -102.196 valid_0's l1: 13.1451
[28] valid_0's poisson: -102.672 valid_0's l1: 13.0739
[29] valid_0's poisson: -102.554 valid_0's l1: 13.0765
[30] valid_0's poisson: -102.89 valid_0's l1: 13.0822
[31] valid_0's poisson: -102.672 valid_0's l1: 13.0635
[32] valid_0's poisson: -102.879 valid_0's l1: 13.0566
[33] valid_0's poisson: -102.531 valid_0's l1: 13.0529
[34] valid_0's poisson: -102.88 valid_0's l1: 13.0184
[35] valid_0's poisson: -103.016 valid_0's l1: 12.9716
[36] valid_0's poisson: -102.758 valid_0's l1: 13.0211
[37] valid_0's poisson: -102.806 valid_0's l1: 12.9824
[38] valid_0's poisson: -103.23 valid_0's l1: 12.9698
[39] valid_0's poisson: -102.095 valid_0's l1: 12.8752
[40] valid_0's poisson: -101.986 valid_0's l1: 12.8666
[41] valid_0's poisson: -102.165 valid_0's l1: 12.871
[42] valid_0's poisson: -102.372 valid_0's l1: 12.7841
[43] valid_0's poisson: -101.794 valid_0's l1: 12.7686
[44] valid_0's poisson: -102.463 valid_0's l1: 12.7056
[45] valid_0's poisson: -102.835 valid_0's l1: 12.6744
[46] valid_0's poisson: -102.743 valid_0's l1: 12.663
[47] valid_0's poisson: -102.65 valid_0's l1: 12.6618
[48] valid_0's poisson: -102.507 valid_0's l1: 12.6117
[49] valid_0's poisson: -102.465 valid_0's l1: 12.6019
[50] valid_0's poisson: -102.391 valid_0's l1: 12.6034
[51] valid_0's poisson: -102.597 valid_0's l1: 12.5897
[52] valid_0's poisson: -101.801 valid_0's l1: 12.5971
[53] valid_0's poisson: -101.853 valid_0's l1: 12.6004
[54] valid_0's poisson: -102.085 valid_0's l1: 12.5911
[55] valid_0's poisson: -102.331 valid_0's l1: 12.5858
[56] valid_0's poisson: -102.372 valid_0's l1: 12.589
[57] valid_0's poisson: -102.334 valid_0's l1: 12.5806
[58] valid_0's poisson: -102.373 valid_0's l1: 12.5867
[59] valid_0's poisson: -102.246 valid_0's l1: 12.5713
[60] valid_0's poisson: -102.039 valid_0's l1: 12.5558
[61] valid_0's poisson: -102.116 valid_0's l1: 12.5445
[62] valid_0's poisson: -102.19 valid_0's l1: 12.5354
[63] valid_0's poisson: -101.947 valid_0's l1: 12.5367
[64] valid_0's poisson: -101.941 valid_0's l1: 12.5371
[65] valid_0's poisson: -101.803 valid_0's l1: 12.5203
[66] valid_0's poisson: -102.055 valid_0's l1: 12.4945
[67] valid_0's poisson: -102.18 valid_0's l1: 12.4666
[68] valid_0's poisson: -102.16 valid_0's l1: 12.4638
[69] valid_0's poisson: -102.085 valid_0's l1: 12.4673
[70] valid_0's poisson: -102.247 valid_0's l1: 12.4422
[71] valid_0's poisson: -102.05 valid_0's l1: 12.4431
[72] valid_0's poisson: -102.053 valid_0's l1: 12.4412
[73] valid_0's poisson: -102.023 valid_0's l1: 12.4397
[74] valid_0's poisson: -102.215 valid_0's l1: 12.4092
[75] valid_0's poisson: -102.151 valid_0's l1: 12.391
[76] valid_0's poisson: -102.1 valid_0's l1: 12.3931
[77] valid_0's poisson: -102.11 valid_0's l1: 12.4232
[78] valid_0's poisson: -102.022 valid_0's l1: 12.429
[79] valid_0's poisson: -101.956 valid_0's l1: 12.4141
[80] valid_0's poisson: -101.743 valid_0's l1: 12.398
[81] valid_0's poisson: -101.869 valid_0's l1: 12.4099
[82] valid_0's poisson: -101.912 valid_0's l1: 12.3992
[83] valid_0's poisson: -101.93 valid_0's l1: 12.4005
[84] valid_0's poisson: -101.59 valid_0's l1: 12.3961
[85] valid_0's poisson: -101.738 valid_0's l1: 12.379
[86] valid_0's poisson: -101.901 valid_0's l1: 12.3778
[87] valid_0's poisson: -101.784 valid_0's l1: 12.3597
[88] valid_0's poisson: -101.687 valid_0's l1: 12.3515
[89] valid_0's poisson: -101.735 valid_0's l1: 12.3372
[90] valid_0's poisson: -101.73 valid_0's l1: 12.3474
[91] valid_0's poisson: -101.775 valid_0's l1: 12.3492
[92] valid_0's poisson: -101.812 valid_0's l1: 12.3557
[93] valid_0's poisson: -101.829 valid_0's l1: 12.3266
[94] valid_0's poisson: -101.972 valid_0's l1: 12.3163
[95] valid_0's poisson: -101.889 valid_0's l1: 12.3174
[96] valid_0's poisson: -101.829 valid_0's l1: 12.3085
[97] valid_0's poisson: -101.952 valid_0's l1: 12.3062
[98] valid_0's poisson: -101.919 valid_0's l1: 12.2971
[99] valid_0's poisson: -102.043 valid_0's l1: 12.2826
[100] valid_0's poisson: -102.082 valid_0's l1: 12.2312
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.8067 valid_0's l1: 19.937
[2] valid_0's poisson: -100.138 valid_0's l1: 17.5112
[3] valid_0's poisson: -96.7472 valid_0's l1: 17.1939
[4] valid_0's poisson: -97.5048 valid_0's l1: 16.6197
[5] valid_0's poisson: -97.6992 valid_0's l1: 16.4264
[6] valid_0's poisson: -96.8677 valid_0's l1: 16.1394
[7] valid_0's poisson: -100.019 valid_0's l1: 15.5859
[8] valid_0's poisson: -99.6805 valid_0's l1: 15.5827
[9] valid_0's poisson: -95.801 valid_0's l1: 15.0278
[10] valid_0's poisson: -93.0804 valid_0's l1: 14.6466
[11] valid_0's poisson: -94.4342 valid_0's l1: 14.5942
[12] valid_0's poisson: -93.4897 valid_0's l1: 14.3874
[13] valid_0's poisson: -96.5139 valid_0's l1: 14.2936
[14] valid_0's poisson: -98.6252 valid_0's l1: 13.9917
[15] valid_0's poisson: -96.9706 valid_0's l1: 13.9366
[16] valid_0's poisson: -98.7693 valid_0's l1: 13.8274
[17] valid_0's poisson: -98.0409 valid_0's l1: 13.6542
[18] valid_0's poisson: -96.7584 valid_0's l1: 13.6108
[19] valid_0's poisson: -97.8669 valid_0's l1: 13.5659
[20] valid_0's poisson: -97.7745 valid_0's l1: 13.5452
[21] valid_0's poisson: -98.5669 valid_0's l1: 13.5664
[22] valid_0's poisson: -98.5175 valid_0's l1: 13.4988
[23] valid_0's poisson: -98.0206 valid_0's l1: 13.4982
[24] valid_0's poisson: -98.4578 valid_0's l1: 13.3215
[25] valid_0's poisson: -99.2478 valid_0's l1: 13.2027
[26] valid_0's poisson: -99.5825 valid_0's l1: 13.1738
[27] valid_0's poisson: -99.8209 valid_0's l1: 13.0737
[28] valid_0's poisson: -99.8927 valid_0's l1: 13.0397
[29] valid_0's poisson: -99.6647 valid_0's l1: 13.0509
[30] valid_0's poisson: -100.066 valid_0's l1: 13.0158
[31] valid_0's poisson: -100.147 valid_0's l1: 12.9972
[32] valid_0's poisson: -100.036 valid_0's l1: 12.9461
[33] valid_0's poisson: -99.8938 valid_0's l1: 12.8603
[34] valid_0's poisson: -100.112 valid_0's l1: 12.8495
[35] valid_0's poisson: -99.9165 valid_0's l1: 12.8378
[36] valid_0's poisson: -100.47 valid_0's l1: 12.7353
[37] valid_0's poisson: -100.478 valid_0's l1: 12.7302
[38] valid_0's poisson: -99.8343 valid_0's l1: 12.5953
[39] valid_0's poisson: -99.7827 valid_0's l1: 12.5834
[40] valid_0's poisson: -99.839 valid_0's l1: 12.5584
[41] valid_0's poisson: -100.425 valid_0's l1: 12.4975
[42] valid_0's poisson: -101.315 valid_0's l1: 12.3064
[43] valid_0's poisson: -101.448 valid_0's l1: 12.2867
[44] valid_0's poisson: -101.36 valid_0's l1: 12.2566
[45] valid_0's poisson: -101.632 valid_0's l1: 12.2327
[46] valid_0's poisson: -102.574 valid_0's l1: 12.176
[47] valid_0's poisson: -102.684 valid_0's l1: 12.1181
[48] valid_0's poisson: -102.774 valid_0's l1: 12.0733
[49] valid_0's poisson: -102.713 valid_0's l1: 12.0662
[50] valid_0's poisson: -102.746 valid_0's l1: 12.0509
[51] valid_0's poisson: -102.73 valid_0's l1: 12.0475
[52] valid_0's poisson: -102.54 valid_0's l1: 12.0425
[53] valid_0's poisson: -102.742 valid_0's l1: 12.0387
[54] valid_0's poisson: -102.602 valid_0's l1: 12.051
[55] valid_0's poisson: -102.577 valid_0's l1: 12.0526
[56] valid_0's poisson: -102.592 valid_0's l1: 12.0403
[57] valid_0's poisson: -102.677 valid_0's l1: 12.0136
[58] valid_0's poisson: -102.404 valid_0's l1: 12.0173
[59] valid_0's poisson: -102.308 valid_0's l1: 12.0158
[60] valid_0's poisson: -102.773 valid_0's l1: 12.005
[61] valid_0's poisson: -102.659 valid_0's l1: 11.9953
[62] valid_0's poisson: -102.503 valid_0's l1: 11.9777
[63] valid_0's poisson: -102.238 valid_0's l1: 11.9693
[64] valid_0's poisson: -102.281 valid_0's l1: 11.9381
[65] valid_0's poisson: -102.282 valid_0's l1: 11.927
[66] valid_0's poisson: -102.439 valid_0's l1: 11.9313
[67] valid_0's poisson: -102.459 valid_0's l1: 11.9298
[68] valid_0's poisson: -102.461 valid_0's l1: 11.9394
[69] valid_0's poisson: -102.363 valid_0's l1: 11.9221
[70] valid_0's poisson: -102.251 valid_0's l1: 11.92
[71] valid_0's poisson: -102.292 valid_0's l1: 11.8935
[72] valid_0's poisson: -102.234 valid_0's l1: 11.8878
[73] valid_0's poisson: -102.138 valid_0's l1: 11.8944
[74] valid_0's poisson: -102.056 valid_0's l1: 11.8901
[75] valid_0's poisson: -102.006 valid_0's l1: 11.8907
[76] valid_0's poisson: -101.974 valid_0's l1: 11.8962
[77] valid_0's poisson: -102.033 valid_0's l1: 11.9121
[78] valid_0's poisson: -101.998 valid_0's l1: 11.8736
[79] valid_0's poisson: -102.066 valid_0's l1: 11.8467
[80] valid_0's poisson: -102.413 valid_0's l1: 11.8306
[81] valid_0's poisson: -102.533 valid_0's l1: 11.8246
[82] valid_0's poisson: -102.525 valid_0's l1: 11.7605
[83] valid_0's poisson: -102.545 valid_0's l1: 11.732
[84] valid_0's poisson: -102.546 valid_0's l1: 11.6692
[85] valid_0's poisson: -102.849 valid_0's l1: 11.6531
[86] valid_0's poisson: -102.82 valid_0's l1: 11.6435
[87] valid_0's poisson: -102.863 valid_0's l1: 11.6323
[88] valid_0's poisson: -102.761 valid_0's l1: 11.5925
[89] valid_0's poisson: -102.531 valid_0's l1: 11.5875
[90] valid_0's poisson: -102.719 valid_0's l1: 11.588
[91] valid_0's poisson: -102.766 valid_0's l1: 11.5885
[92] valid_0's poisson: -102.749 valid_0's l1: 11.6002
[93] valid_0's poisson: -102.882 valid_0's l1: 11.6017
[94] valid_0's poisson: -103.016 valid_0's l1: 11.5891
[95] valid_0's poisson: -103.021 valid_0's l1: 11.5887
[96] valid_0's poisson: -103.011 valid_0's l1: 11.6073
[97] valid_0's poisson: -102.775 valid_0's l1: 11.6061
[98] valid_0's poisson: -102.549 valid_0's l1: 11.6005
[99] valid_0's poisson: -102.721 valid_0's l1: 11.5977
[100] valid_0's poisson: -102.675 valid_0's l1: 11.597
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.6661 valid_0's l1: 19.9269
[2] valid_0's poisson: -98.903 valid_0's l1: 17.7077
[3] valid_0's poisson: -95.0081 valid_0's l1: 17.3301
[4] valid_0's poisson: -94.1721 valid_0's l1: 16.6564
[5] valid_0's poisson: -90.1727 valid_0's l1: 15.9425
[6] valid_0's poisson: -92.8344 valid_0's l1: 15.5424
[7] valid_0's poisson: -91.5059 valid_0's l1: 15.2009
[8] valid_0's poisson: -92.014 valid_0's l1: 15.0171
[9] valid_0's poisson: -92.5983 valid_0's l1: 14.8064
[10] valid_0's poisson: -93.4178 valid_0's l1: 14.6941
[11] valid_0's poisson: -95.8147 valid_0's l1: 14.4673
[12] valid_0's poisson: -96.7026 valid_0's l1: 14.2663
[13] valid_0's poisson: -99.068 valid_0's l1: 14.184
[14] valid_0's poisson: -97.441 valid_0's l1: 14.0767
[15] valid_0's poisson: -97.5206 valid_0's l1: 13.7788
[16] valid_0's poisson: -97.9525 valid_0's l1: 13.7028
[17] valid_0's poisson: -97.6885 valid_0's l1: 13.7159
[18] valid_0's poisson: -97.8741 valid_0's l1: 13.5483
[19] valid_0's poisson: -97.8157 valid_0's l1: 13.3977
[20] valid_0's poisson: -97.404 valid_0's l1: 13.3558
[21] valid_0's poisson: -97.6766 valid_0's l1: 13.3263
[22] valid_0's poisson: -97.2101 valid_0's l1: 13.3068
[23] valid_0's poisson: -98.098 valid_0's l1: 13.2804
[24] valid_0's poisson: -98.0442 valid_0's l1: 13.2449
[25] valid_0's poisson: -98.2215 valid_0's l1: 13.162
[26] valid_0's poisson: -98.216 valid_0's l1: 13.1705
[27] valid_0's poisson: -98.6582 valid_0's l1: 13.1247
[28] valid_0's poisson: -98.776 valid_0's l1: 13.1245
[29] valid_0's poisson: -98.2142 valid_0's l1: 13.1287
[30] valid_0's poisson: -98.2991 valid_0's l1: 13.1133
[31] valid_0's poisson: -97.994 valid_0's l1: 13.1038
[32] valid_0's poisson: -98.1791 valid_0's l1: 13.042
[33] valid_0's poisson: -98.6333 valid_0's l1: 13.0181
[34] valid_0's poisson: -98.6323 valid_0's l1: 13.0196
[35] valid_0's poisson: -98.5583 valid_0's l1: 13.0183
[36] valid_0's poisson: -98.6588 valid_0's l1: 13.0017
[37] valid_0's poisson: -99.0271 valid_0's l1: 12.987
[38] valid_0's poisson: -98.9053 valid_0's l1: 12.9629
[39] valid_0's poisson: -99.1126 valid_0's l1: 12.9123
[40] valid_0's poisson: -98.6002 valid_0's l1: 12.9038
[41] valid_0's poisson: -99.008 valid_0's l1: 12.8855
[42] valid_0's poisson: -98.8691 valid_0's l1: 12.8993
[43] valid_0's poisson: -99.172 valid_0's l1: 12.8556
[44] valid_0's poisson: -99.182 valid_0's l1: 12.8494
[45] valid_0's poisson: -99.3383 valid_0's l1: 12.8416
[46] valid_0's poisson: -99.6861 valid_0's l1: 12.7857
[47] valid_0's poisson: -99.704 valid_0's l1: 12.7942
[48] valid_0's poisson: -100.02 valid_0's l1: 12.7889
[49] valid_0's poisson: -100.187 valid_0's l1: 12.7318
[50] valid_0's poisson: -100.135 valid_0's l1: 12.7316
[51] valid_0's poisson: -100.474 valid_0's l1: 12.7182
[52] valid_0's poisson: -100.2 valid_0's l1: 12.6349
[53] valid_0's poisson: -100.197 valid_0's l1: 12.6227
[54] valid_0's poisson: -100.136 valid_0's l1: 12.64
[55] valid_0's poisson: -100.508 valid_0's l1: 12.6259
[56] valid_0's poisson: -100.712 valid_0's l1: 12.6035
[57] valid_0's poisson: -100.74 valid_0's l1: 12.6089
[58] valid_0's poisson: -100.501 valid_0's l1: 12.6022
[59] valid_0's poisson: -100.514 valid_0's l1: 12.5869
[60] valid_0's poisson: -100.443 valid_0's l1: 12.5917
[61] valid_0's poisson: -100.419 valid_0's l1: 12.591
[62] valid_0's poisson: -100.427 valid_0's l1: 12.5941
[63] valid_0's poisson: -100.419 valid_0's l1: 12.596
[64] valid_0's poisson: -100.425 valid_0's l1: 12.5779
[65] valid_0's poisson: -100.4 valid_0's l1: 12.5556
[66] valid_0's poisson: -100.556 valid_0's l1: 12.5635
[67] valid_0's poisson: -100.517 valid_0's l1: 12.5634
[68] valid_0's poisson: -100.279 valid_0's l1: 12.575
[69] valid_0's poisson: -100.407 valid_0's l1: 12.5663
[70] valid_0's poisson: -100.31 valid_0's l1: 12.5546
[71] valid_0's poisson: -100.123 valid_0's l1: 12.5395
[72] valid_0's poisson: -100.139 valid_0's l1: 12.5373
[73] valid_0's poisson: -100.278 valid_0's l1: 12.5219
[74] valid_0's poisson: -100.137 valid_0's l1: 12.5333
[75] valid_0's poisson: -100.331 valid_0's l1: 12.5349
[76] valid_0's poisson: -100.432 valid_0's l1: 12.534
[77] valid_0's poisson: -100.375 valid_0's l1: 12.5263
[78] valid_0's poisson: -100.284 valid_0's l1: 12.5214
[79] valid_0's poisson: -100.411 valid_0's l1: 12.5284
[80] valid_0's poisson: -100.463 valid_0's l1: 12.4873
[81] valid_0's poisson: -99.7083 valid_0's l1: 12.4002
[82] valid_0's poisson: -100.483 valid_0's l1: 12.2855
[83] valid_0's poisson: -100.964 valid_0's l1: 12.2491
[84] valid_0's poisson: -101.04 valid_0's l1: 12.2295
[85] valid_0's poisson: -101.007 valid_0's l1: 12.2266
[86] valid_0's poisson: -101.18 valid_0's l1: 12.2126
[87] valid_0's poisson: -101.04 valid_0's l1: 12.2121
[88] valid_0's poisson: -100.869 valid_0's l1: 12.201
[89] valid_0's poisson: -101.137 valid_0's l1: 12.1854
[90] valid_0's poisson: -101.235 valid_0's l1: 12.1795
[91] valid_0's poisson: -101.376 valid_0's l1: 12.1741
[92] valid_0's poisson: -101.468 valid_0's l1: 12.1718
[93] valid_0's poisson: -101.512 valid_0's l1: 12.1743
[94] valid_0's poisson: -101.501 valid_0's l1: 12.1724
[95] valid_0's poisson: -101.49 valid_0's l1: 12.1522
[96] valid_0's poisson: -101.459 valid_0's l1: 12.1422
[97] valid_0's poisson: -101.44 valid_0's l1: 12.1449
[98] valid_0's poisson: -101.55 valid_0's l1: 12.1344
[99] valid_0's poisson: -101.483 valid_0's l1: 12.126
[100] valid_0's poisson: -101.393 valid_0's l1: 12.108
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.6678 valid_0's l1: 19.9356
[2] valid_0's poisson: -100.349 valid_0's l1: 17.8003
[3] valid_0's poisson: -99.4485 valid_0's l1: 17.4476
[4] valid_0's poisson: -92.5641 valid_0's l1: 15.8734
[5] valid_0's poisson: -97.8185 valid_0's l1: 15.3749
[6] valid_0's poisson: -97.1557 valid_0's l1: 15.1093
[7] valid_0's poisson: -98.9421 valid_0's l1: 14.7759
[8] valid_0's poisson: -97.8281 valid_0's l1: 14.6075
[9] valid_0's poisson: -98.6575 valid_0's l1: 14.5413
[10] valid_0's poisson: -99.6972 valid_0's l1: 14.3697
[11] valid_0's poisson: -99.285 valid_0's l1: 14.1669
[12] valid_0's poisson: -99.4225 valid_0's l1: 13.9298
[13] valid_0's poisson: -98.611 valid_0's l1: 13.8281
[14] valid_0's poisson: -98.7508 valid_0's l1: 13.7506
[15] valid_0's poisson: -98.5995 valid_0's l1: 13.7386
[16] valid_0's poisson: -98.4571 valid_0's l1: 13.6961
[17] valid_0's poisson: -99.3147 valid_0's l1: 13.6415
[18] valid_0's poisson: -98.1156 valid_0's l1: 13.6331
[19] valid_0's poisson: -99.1286 valid_0's l1: 13.514
[20] valid_0's poisson: -99.5127 valid_0's l1: 13.4163
[21] valid_0's poisson: -101.279 valid_0's l1: 12.8633
[22] valid_0's poisson: -101.294 valid_0's l1: 12.7881
[23] valid_0's poisson: -101.384 valid_0's l1: 12.7301
[24] valid_0's poisson: -101.143 valid_0's l1: 12.6638
[25] valid_0's poisson: -100.564 valid_0's l1: 12.6569
[26] valid_0's poisson: -101.069 valid_0's l1: 12.6027
[27] valid_0's poisson: -100.603 valid_0's l1: 12.5387
[28] valid_0's poisson: -100.938 valid_0's l1: 12.5316
[29] valid_0's poisson: -101.211 valid_0's l1: 12.5197
[30] valid_0's poisson: -100.827 valid_0's l1: 12.4882
[31] valid_0's poisson: -101.194 valid_0's l1: 12.4802
[32] valid_0's poisson: -101.349 valid_0's l1: 12.429
[33] valid_0's poisson: -101.793 valid_0's l1: 12.4015
[34] valid_0's poisson: -101.852 valid_0's l1: 12.3902
[35] valid_0's poisson: -101.811 valid_0's l1: 12.3848
[36] valid_0's poisson: -101.791 valid_0's l1: 12.3812
[37] valid_0's poisson: -101.73 valid_0's l1: 12.378
[38] valid_0's poisson: -101.641 valid_0's l1: 12.3652
[39] valid_0's poisson: -101.533 valid_0's l1: 12.3044
[40] valid_0's poisson: -101.63 valid_0's l1: 12.3101
[41] valid_0's poisson: -101.431 valid_0's l1: 12.247
[42] valid_0's poisson: -101.541 valid_0's l1: 12.2171
[43] valid_0's poisson: -101.215 valid_0's l1: 12.2075
[44] valid_0's poisson: -101.174 valid_0's l1: 12.1723
[45] valid_0's poisson: -101.537 valid_0's l1: 12.1593
[46] valid_0's poisson: -101.824 valid_0's l1: 12.1388
[47] valid_0's poisson: -101.611 valid_0's l1: 12.1246
[48] valid_0's poisson: -101.902 valid_0's l1: 12.112
[49] valid_0's poisson: -101.893 valid_0's l1: 12.1229
[50] valid_0's poisson: -101.523 valid_0's l1: 12.0814
[51] valid_0's poisson: -101.521 valid_0's l1: 12.0922
[52] valid_0's poisson: -101.552 valid_0's l1: 12.0937
[53] valid_0's poisson: -101.823 valid_0's l1: 12.0877
[54] valid_0's poisson: -101.755 valid_0's l1: 12.0865
[55] valid_0's poisson: -101.719 valid_0's l1: 12.0839
[56] valid_0's poisson: -102.216 valid_0's l1: 12.061
[57] valid_0's poisson: -102.088 valid_0's l1: 12.06
[58] valid_0's poisson: -102.149 valid_0's l1: 12.0757
[59] valid_0's poisson: -102.181 valid_0's l1: 12.0627
[60] valid_0's poisson: -102.097 valid_0's l1: 12.0606
[61] valid_0's poisson: -102.127 valid_0's l1: 12.0613
[62] valid_0's poisson: -102.299 valid_0's l1: 12.0406
[63] valid_0's poisson: -102.489 valid_0's l1: 12.0261
[64] valid_0's poisson: -102.536 valid_0's l1: 12.0124
[65] valid_0's poisson: -102.654 valid_0's l1: 12.0061
[66] valid_0's poisson: -102.685 valid_0's l1: 11.9936
[67] valid_0's poisson: -102.602 valid_0's l1: 12.0014
[68] valid_0's poisson: -102.703 valid_0's l1: 11.9976
[69] valid_0's poisson: -102.598 valid_0's l1: 11.9948
[70] valid_0's poisson: -102.434 valid_0's l1: 11.9938
[71] valid_0's poisson: -102.389 valid_0's l1: 11.9829
[72] valid_0's poisson: -102.479 valid_0's l1: 11.9788
[73] valid_0's poisson: -102.473 valid_0's l1: 11.9581
[74] valid_0's poisson: -102.491 valid_0's l1: 11.9528
[75] valid_0's poisson: -102.487 valid_0's l1: 11.9546
[76] valid_0's poisson: -102.565 valid_0's l1: 11.9487
[77] valid_0's poisson: -102.603 valid_0's l1: 11.9495
[78] valid_0's poisson: -102.526 valid_0's l1: 11.928
[79] valid_0's poisson: -102.539 valid_0's l1: 11.9266
[80] valid_0's poisson: -102.584 valid_0's l1: 11.9269
[81] valid_0's poisson: -102.573 valid_0's l1: 11.9474
[82] valid_0's poisson: -102.614 valid_0's l1: 11.9407
[83] valid_0's poisson: -102.677 valid_0's l1: 11.9314
[84] valid_0's poisson: -102.715 valid_0's l1: 11.9228
[85] valid_0's poisson: -102.59 valid_0's l1: 11.9231
[86] valid_0's poisson: -102.691 valid_0's l1: 11.9178
[87] valid_0's poisson: -102.703 valid_0's l1: 11.9129
[88] valid_0's poisson: -102.786 valid_0's l1: 11.9324
[89] valid_0's poisson: -102.707 valid_0's l1: 11.9394
[90] valid_0's poisson: -102.707 valid_0's l1: 11.9403
[91] valid_0's poisson: -102.808 valid_0's l1: 11.9285
[92] valid_0's poisson: -102.804 valid_0's l1: 11.9191
[93] valid_0's poisson: -102.679 valid_0's l1: 11.9283
[94] valid_0's poisson: -102.838 valid_0's l1: 11.9185
[95] valid_0's poisson: -102.82 valid_0's l1: 11.9232
[96] valid_0's poisson: -102.86 valid_0's l1: 11.9243
[97] valid_0's poisson: -102.834 valid_0's l1: 11.9244
[98] valid_0's poisson: -102.865 valid_0's l1: 11.9176
[99] valid_0's poisson: -102.69 valid_0's l1: 11.9251
[100] valid_0's poisson: -102.657 valid_0's l1: 11.9046
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.2288 valid_0's l1: 29.0603
[2] valid_0's poisson: -82.026 valid_0's l1: 28.7694
[3] valid_0's poisson: -82.822 valid_0's l1: 28.4749
[4] valid_0's poisson: -83.5363 valid_0's l1: 28.193
[5] valid_0's poisson: -84.2487 valid_0's l1: 27.9093
[6] valid_0's poisson: -84.8923 valid_0's l1: 27.637
[7] valid_0's poisson: -85.5329 valid_0's l1: 27.3667
[8] valid_0's poisson: -86.1486 valid_0's l1: 27.1001
[9] valid_0's poisson: -86.7377 valid_0's l1: 26.8391
[10] valid_0's poisson: -87.3214 valid_0's l1: 26.5778
[11] valid_0's poisson: -87.8761 valid_0's l1: 26.3223
[12] valid_0's poisson: -88.423 valid_0's l1: 26.0691
[13] valid_0's poisson: -88.9342 valid_0's l1: 25.827
[14] valid_0's poisson: -89.4306 valid_0's l1: 25.5853
[15] valid_0's poisson: -89.9038 valid_0's l1: 25.3494
[16] valid_0's poisson: -90.3326 valid_0's l1: 25.1249
[17] valid_0's poisson: -90.7582 valid_0's l1: 24.9041
[18] valid_0's poisson: -91.1568 valid_0's l1: 24.6883
[19] valid_0's poisson: -91.5381 valid_0's l1: 24.479
[20] valid_0's poisson: -91.9123 valid_0's l1: 24.2722
[21] valid_0's poisson: -92.2699 valid_0's l1: 24.0709
[22] valid_0's poisson: -92.608 valid_0's l1: 23.8759
[23] valid_0's poisson: -92.9747 valid_0's l1: 23.6751
[24] valid_0's poisson: -93.4701 valid_0's l1: 23.457
[25] valid_0's poisson: -93.7826 valid_0's l1: 23.2708
[26] valid_0's poisson: -94.0958 valid_0's l1: 23.0844
[27] valid_0's poisson: -94.4103 valid_0's l1: 22.8982
[28] valid_0's poisson: -94.6741 valid_0's l1: 22.73
[29] valid_0's poisson: -94.9368 valid_0's l1: 22.5614
[30] valid_0's poisson: -95.3902 valid_0's l1: 22.3513
[31] valid_0's poisson: -95.757 valid_0's l1: 22.1641
[32] valid_0's poisson: -96.1601 valid_0's l1: 21.9645
[33] valid_0's poisson: -96.5841 valid_0's l1: 21.7593
[34] valid_0's poisson: -96.9888 valid_0's l1: 21.5519
[35] valid_0's poisson: -97.3322 valid_0's l1: 21.3645
[36] valid_0's poisson: -97.6654 valid_0's l1: 21.1795
[37] valid_0's poisson: -97.9916 valid_0's l1: 20.9915
[38] valid_0's poisson: -98.1771 valid_0's l1: 20.8495
[39] valid_0's poisson: -98.3723 valid_0's l1: 20.701
[40] valid_0's poisson: -98.6946 valid_0's l1: 20.5109
[41] valid_0's poisson: -98.923 valid_0's l1: 20.3632
[42] valid_0's poisson: -99.2183 valid_0's l1: 20.1821
[43] valid_0's poisson: -99.4924 valid_0's l1: 20.0096
[44] valid_0's poisson: -99.6955 valid_0's l1: 19.8662
[45] valid_0's poisson: -99.9547 valid_0's l1: 19.6963
[46] valid_0's poisson: -100.201 valid_0's l1: 19.5318
[47] valid_0's poisson: -100.379 valid_0's l1: 19.3994
[48] valid_0's poisson: -100.604 valid_0's l1: 19.2442
[49] valid_0's poisson: -100.822 valid_0's l1: 19.0906
[50] valid_0's poisson: -101.003 valid_0's l1: 18.9608
[51] valid_0's poisson: -101.21 valid_0's l1: 18.8132
[52] valid_0's poisson: -101.395 valid_0's l1: 18.6713
[53] valid_0's poisson: -101.564 valid_0's l1: 18.5425
[54] valid_0's poisson: -101.746 valid_0's l1: 18.404
[55] valid_0's poisson: -101.859 valid_0's l1: 18.3016
[56] valid_0's poisson: -102.046 valid_0's l1: 18.1636
[57] valid_0's poisson: -102.142 valid_0's l1: 18.0705
[58] valid_0's poisson: -102.32 valid_0's l1: 17.9343
[59] valid_0's poisson: -102.465 valid_0's l1: 17.8173
[60] valid_0's poisson: -102.545 valid_0's l1: 17.7396
[61] valid_0's poisson: -102.693 valid_0's l1: 17.6269
[62] valid_0's poisson: -102.824 valid_0's l1: 17.5165
[63] valid_0's poisson: -102.903 valid_0's l1: 17.4376
[64] valid_0's poisson: -103.036 valid_0's l1: 17.3284
[65] valid_0's poisson: -103.125 valid_0's l1: 17.2427
[66] valid_0's poisson: -103.203 valid_0's l1: 17.1641
[67] valid_0's poisson: -103.301 valid_0's l1: 17.0764
[68] valid_0's poisson: -103.438 valid_0's l1: 16.9657
[69] valid_0's poisson: -103.525 valid_0's l1: 16.8811
[70] valid_0's poisson: -103.665 valid_0's l1: 16.7658
[71] valid_0's poisson: -103.781 valid_0's l1: 16.6745
[72] valid_0's poisson: -103.913 valid_0's l1: 16.5624
[73] valid_0's poisson: -103.974 valid_0's l1: 16.4994
[74] valid_0's poisson: -104.079 valid_0's l1: 16.4096
[75] valid_0's poisson: -104.194 valid_0's l1: 16.3135
[76] valid_0's poisson: -104.288 valid_0's l1: 16.2297
[77] valid_0's poisson: -104.38 valid_0's l1: 16.1437
[78] valid_0's poisson: -104.477 valid_0's l1: 16.0542
[79] valid_0's poisson: -104.57 valid_0's l1: 15.9674
[80] valid_0's poisson: -104.654 valid_0's l1: 15.8885
[81] valid_0's poisson: -104.75 valid_0's l1: 15.8055
[82] valid_0's poisson: -104.838 valid_0's l1: 15.7241
[83] valid_0's poisson: -104.925 valid_0's l1: 15.6413
[84] valid_0's poisson: -104.967 valid_0's l1: 15.5958
[85] valid_0's poisson: -105.018 valid_0's l1: 15.5424
[86] valid_0's poisson: -105.088 valid_0's l1: 15.4749
[87] valid_0's poisson: -105.146 valid_0's l1: 15.4169
[88] valid_0's poisson: -105.211 valid_0's l1: 15.3491
[89] valid_0's poisson: -105.259 valid_0's l1: 15.2958
[90] valid_0's poisson: -105.336 valid_0's l1: 15.2176
[91] valid_0's poisson: -105.395 valid_0's l1: 15.1547
[92] valid_0's poisson: -105.451 valid_0's l1: 15.0948
[93] valid_0's poisson: -105.511 valid_0's l1: 15.0332
[94] valid_0's poisson: -105.58 valid_0's l1: 14.9621
[95] valid_0's poisson: -105.638 valid_0's l1: 14.8994
[96] valid_0's poisson: -105.679 valid_0's l1: 14.8552
[97] valid_0's poisson: -105.73 valid_0's l1: 14.8028
[98] valid_0's poisson: -105.791 valid_0's l1: 14.7351
[99] valid_0's poisson: -105.846 valid_0's l1: 14.6726
[100] valid_0's poisson: -105.884 valid_0's l1: 14.6291
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.2248 valid_0's l1: 29.0605
[2] valid_0's poisson: -82.0207 valid_0's l1: 28.7697
[3] valid_0's poisson: -82.8077 valid_0's l1: 28.4783
[4] valid_0's poisson: -83.5455 valid_0's l1: 28.1926
[5] valid_0's poisson: -84.2568 valid_0's l1: 27.9075
[6] valid_0's poisson: -84.9514 valid_0's l1: 27.6238
[7] valid_0's poisson: -85.6137 valid_0's l1: 27.3454
[8] valid_0's poisson: -86.2419 valid_0's l1: 27.0744
[9] valid_0's poisson: -86.8134 valid_0's l1: 26.815
[10] valid_0's poisson: -87.3701 valid_0's l1: 26.5591
[11] valid_0's poisson: -87.9446 valid_0's l1: 26.2984
[12] valid_0's poisson: -88.4907 valid_0's l1: 26.0444
[13] valid_0's poisson: -88.9896 valid_0's l1: 25.8011
[14] valid_0's poisson: -89.4786 valid_0's l1: 25.5613
[15] valid_0's poisson: -89.9243 valid_0's l1: 25.3311
[16] valid_0's poisson: -90.341 valid_0's l1: 25.1094
[17] valid_0's poisson: -90.7678 valid_0's l1: 24.8871
[18] valid_0's poisson: -91.1559 valid_0's l1: 24.6739
[19] valid_0's poisson: -91.5659 valid_0's l1: 24.4578
[20] valid_0's poisson: -91.9307 valid_0's l1: 24.2527
[21] valid_0's poisson: -92.2803 valid_0's l1: 24.0526
[22] valid_0's poisson: -92.6586 valid_0's l1: 23.8463
[23] valid_0's poisson: -93.0387 valid_0's l1: 23.6393
[24] valid_0's poisson: -93.3408 valid_0's l1: 23.4585
[25] valid_0's poisson: -93.6309 valid_0's l1: 23.2825
[26] valid_0's poisson: -94.1807 valid_0's l1: 23.0525
[27] valid_0's poisson: -94.4843 valid_0's l1: 22.8687
[28] valid_0's poisson: -94.7492 valid_0's l1: 22.7022
[29] valid_0's poisson: -95.2076 valid_0's l1: 22.4933
[30] valid_0's poisson: -95.4695 valid_0's l1: 22.3255
[31] valid_0's poisson: -95.9144 valid_0's l1: 22.1123
[32] valid_0's poisson: -96.1928 valid_0's l1: 21.9386
[33] valid_0's poisson: -96.4216 valid_0's l1: 21.781
[34] valid_0's poisson: -96.6409 valid_0's l1: 21.6286
[35] valid_0's poisson: -97.0195 valid_0's l1: 21.434
[36] valid_0's poisson: -97.3291 valid_0's l1: 21.2594
[37] valid_0's poisson: -97.5238 valid_0's l1: 21.1159
[38] valid_0's poisson: -97.8799 valid_0's l1: 20.9249
[39] valid_0's poisson: -98.2301 valid_0's l1: 20.7299
[40] valid_0's poisson: -98.5707 valid_0's l1: 20.5384
[41] valid_0's poisson: -98.8205 valid_0's l1: 20.3826
[42] valid_0's poisson: -99.1284 valid_0's l1: 20.2037
[43] valid_0's poisson: -99.4077 valid_0's l1: 20.0327
[44] valid_0's poisson: -99.6761 valid_0's l1: 19.8638
[45] valid_0's poisson: -99.8912 valid_0's l1: 19.717
[46] valid_0's poisson: -100.089 valid_0's l1: 19.5756
[47] valid_0's poisson: -100.308 valid_0's l1: 19.4265
[48] valid_0's poisson: -100.539 valid_0's l1: 19.2763
[49] valid_0's poisson: -100.759 valid_0's l1: 19.1213
[50] valid_0's poisson: -100.947 valid_0's l1: 18.9792
[51] valid_0's poisson: -101.137 valid_0's l1: 18.8427
[52] valid_0's poisson: -101.333 valid_0's l1: 18.6964
[53] valid_0's poisson: -101.447 valid_0's l1: 18.5921
[54] valid_0's poisson: -101.626 valid_0's l1: 18.4514
[55] valid_0's poisson: -101.83 valid_0's l1: 18.3035
[56] valid_0's poisson: -101.935 valid_0's l1: 18.2052
[57] valid_0's poisson: -102.112 valid_0's l1: 18.068
[58] valid_0's poisson: -102.3 valid_0's l1: 17.9282
[59] valid_0's poisson: -102.442 valid_0's l1: 17.8094
[60] valid_0's poisson: -102.527 valid_0's l1: 17.7259
[61] valid_0's poisson: -102.664 valid_0's l1: 17.613
[62] valid_0's poisson: -102.744 valid_0's l1: 17.5333
[63] valid_0's poisson: -102.88 valid_0's l1: 17.4166
[64] valid_0's poisson: -103.021 valid_0's l1: 17.31
[65] valid_0's poisson: -103.11 valid_0's l1: 17.2246
[66] valid_0's poisson: -103.254 valid_0's l1: 17.104
[67] valid_0's poisson: -103.329 valid_0's l1: 17.0259
[68] valid_0's poisson: -103.467 valid_0's l1: 16.9101
[69] valid_0's poisson: -103.55 valid_0's l1: 16.831
[70] valid_0's poisson: -103.664 valid_0's l1: 16.726
[71] valid_0's poisson: -103.798 valid_0's l1: 16.6185
[72] valid_0's poisson: -103.908 valid_0's l1: 16.52
[73] valid_0's poisson: -104.034 valid_0's l1: 16.4175
[74] valid_0's poisson: -104.12 valid_0's l1: 16.3317
[75] valid_0's poisson: -104.217 valid_0's l1: 16.2376
[76] valid_0's poisson: -104.329 valid_0's l1: 16.1354
[77] valid_0's poisson: -104.418 valid_0's l1: 16.0553
[78] valid_0's poisson: -104.519 valid_0's l1: 15.9688
[79] valid_0's poisson: -104.603 valid_0's l1: 15.8834
[80] valid_0's poisson: -104.683 valid_0's l1: 15.8073
[81] valid_0's poisson: -104.776 valid_0's l1: 15.7221
[82] valid_0's poisson: -104.854 valid_0's l1: 15.646
[83] valid_0's poisson: -104.942 valid_0's l1: 15.5645
[84] valid_0's poisson: -105.032 valid_0's l1: 15.4823
[85] valid_0's poisson: -105.104 valid_0's l1: 15.4097
[86] valid_0's poisson: -105.185 valid_0's l1: 15.3302
[87] valid_0's poisson: -105.267 valid_0's l1: 15.2556
[88] valid_0's poisson: -105.329 valid_0's l1: 15.1908
[89] valid_0's poisson: -105.403 valid_0's l1: 15.1194
[90] valid_0's poisson: -105.475 valid_0's l1: 15.0472
[91] valid_0's poisson: -105.515 valid_0's l1: 15.0011
[92] valid_0's poisson: -105.597 valid_0's l1: 14.9156
[93] valid_0's poisson: -105.639 valid_0's l1: 14.8662
[94] valid_0's poisson: -105.7 valid_0's l1: 14.7961
[95] valid_0's poisson: -105.756 valid_0's l1: 14.7308
[96] valid_0's poisson: -105.791 valid_0's l1: 14.6891
[97] valid_0's poisson: -105.852 valid_0's l1: 14.6216
[98] valid_0's poisson: -105.888 valid_0's l1: 14.5772
[99] valid_0's poisson: -105.925 valid_0's l1: 14.5358
[100] valid_0's poisson: -105.974 valid_0's l1: 14.482
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.2384 valid_0's l1: 29.0569
[2] valid_0's poisson: -82.0419 valid_0's l1: 28.7656
[3] valid_0's poisson: -82.818 valid_0's l1: 28.4732
[4] valid_0's poisson: -83.5507 valid_0's l1: 28.1872
[5] valid_0's poisson: -84.2555 valid_0's l1: 27.9049
[6] valid_0's poisson: -84.9208 valid_0's l1: 27.6296
[7] valid_0's poisson: -85.5826 valid_0's l1: 27.3517
[8] valid_0's poisson: -86.1964 valid_0's l1: 27.0863
[9] valid_0's poisson: -86.7789 valid_0's l1: 26.8269
[10] valid_0's poisson: -87.3674 valid_0's l1: 26.5655
[11] valid_0's poisson: -87.9427 valid_0's l1: 26.3064
[12] valid_0's poisson: -88.4671 valid_0's l1: 26.057
[13] valid_0's poisson: -88.9923 valid_0's l1: 25.8062
[14] valid_0's poisson: -89.4856 valid_0's l1: 25.565
[15] valid_0's poisson: -89.9464 valid_0's l1: 25.3314
[16] valid_0's poisson: -90.3959 valid_0's l1: 25.1024
[17] valid_0's poisson: -90.8148 valid_0's l1: 24.8825
[18] valid_0's poisson: -91.2216 valid_0's l1: 24.6643
[19] valid_0's poisson: -91.6245 valid_0's l1: 24.4484
[20] valid_0's poisson: -92.008 valid_0's l1: 24.2395
[21] valid_0's poisson: -92.4101 valid_0's l1: 24.0252
[22] valid_0's poisson: -92.7407 valid_0's l1: 23.8324
[23] valid_0's poisson: -93.0688 valid_0's l1: 23.6413
[24] valid_0's poisson: -93.3937 valid_0's l1: 23.4504
[25] valid_0's poisson: -93.7308 valid_0's l1: 23.2546
[26] valid_0's poisson: -94.2618 valid_0's l1: 23.0296
[27] valid_0's poisson: -94.5831 valid_0's l1: 22.8399
[28] valid_0's poisson: -95.0197 valid_0's l1: 22.6318
[29] valid_0's poisson: -95.281 valid_0's l1: 22.4631
[30] valid_0's poisson: -95.5722 valid_0's l1: 22.2844
[31] valid_0's poisson: -96.0337 valid_0's l1: 22.0707
[32] valid_0's poisson: -96.4466 valid_0's l1: 21.8654
[33] valid_0's poisson: -96.8203 valid_0's l1: 21.6688
[34] valid_0's poisson: -97.1461 valid_0's l1: 21.486
[35] valid_0's poisson: -97.5026 valid_0's l1: 21.2913
[36] valid_0's poisson: -97.6857 valid_0's l1: 21.1496
[37] valid_0's poisson: -97.8738 valid_0's l1: 21.0076
[38] valid_0's poisson: -98.1795 valid_0's l1: 20.827
[39] valid_0's poisson: -98.5218 valid_0's l1: 20.6293
[40] valid_0's poisson: -98.8437 valid_0's l1: 20.435
[41] valid_0's poisson: -99.0826 valid_0's l1: 20.2782
[42] valid_0's poisson: -99.3789 valid_0's l1: 20.096
[43] valid_0's poisson: -99.6589 valid_0's l1: 19.9178
[44] valid_0's poisson: -99.9253 valid_0's l1: 19.7466
[45] valid_0's poisson: -100.147 valid_0's l1: 19.5916
[46] valid_0's poisson: -100.364 valid_0's l1: 19.4416
[47] valid_0's poisson: -100.595 valid_0's l1: 19.283
[48] valid_0's poisson: -100.772 valid_0's l1: 19.1459
[49] valid_0's poisson: -100.998 valid_0's l1: 18.9869
[50] valid_0's poisson: -101.116 valid_0's l1: 18.8839
[51] valid_0's poisson: -101.333 valid_0's l1: 18.7351
[52] valid_0's poisson: -101.539 valid_0's l1: 18.5825
[53] valid_0's poisson: -101.738 valid_0's l1: 18.4362
[54] valid_0's poisson: -101.928 valid_0's l1: 18.2921
[55] valid_0's poisson: -102.111 valid_0's l1: 18.1572
[56] valid_0's poisson: -102.28 valid_0's l1: 18.0202
[57] valid_0's poisson: -102.438 valid_0's l1: 17.8928
[58] valid_0's poisson: -102.591 valid_0's l1: 17.7703
[59] valid_0's poisson: -102.755 valid_0's l1: 17.6414
[60] valid_0's poisson: -102.887 valid_0's l1: 17.5292
[61] valid_0's poisson: -103.036 valid_0's l1: 17.4088
[62] valid_0's poisson: -103.181 valid_0's l1: 17.2858
[63] valid_0's poisson: -103.324 valid_0's l1: 17.1718
[64] valid_0's poisson: -103.414 valid_0's l1: 17.0819
[65] valid_0's poisson: -103.559 valid_0's l1: 16.9596
[66] valid_0's poisson: -103.685 valid_0's l1: 16.852
[67] valid_0's poisson: -103.822 valid_0's l1: 16.7333
[68] valid_0's poisson: -103.925 valid_0's l1: 16.6362
[69] valid_0's poisson: -104.003 valid_0's l1: 16.5576
[70] valid_0's poisson: -104.117 valid_0's l1: 16.4551
[71] valid_0's poisson: -104.221 valid_0's l1: 16.3631
[72] valid_0's poisson: -104.328 valid_0's l1: 16.2646
[73] valid_0's poisson: -104.424 valid_0's l1: 16.1724
[74] valid_0's poisson: -104.515 valid_0's l1: 16.0902
[75] valid_0's poisson: -104.611 valid_0's l1: 16.0003
[76] valid_0's poisson: -104.711 valid_0's l1: 15.9027
[77] valid_0's poisson: -104.778 valid_0's l1: 15.8332
[78] valid_0's poisson: -104.867 valid_0's l1: 15.7436
[79] valid_0's poisson: -104.962 valid_0's l1: 15.6508
[80] valid_0's poisson: -105.052 valid_0's l1: 15.5612
[81] valid_0's poisson: -105.144 valid_0's l1: 15.4729
[82] valid_0's poisson: -105.229 valid_0's l1: 15.3893
[83] valid_0's poisson: -105.316 valid_0's l1: 15.3039
[84] valid_0's poisson: -105.373 valid_0's l1: 15.2408
[85] valid_0's poisson: -105.437 valid_0's l1: 15.1715
[86] valid_0's poisson: -105.514 valid_0's l1: 15.0913
[87] valid_0's poisson: -105.59 valid_0's l1: 15.011
[88] valid_0's poisson: -105.664 valid_0's l1: 14.9325
[89] valid_0's poisson: -105.711 valid_0's l1: 14.8816
[90] valid_0's poisson: -105.782 valid_0's l1: 14.8043
[91] valid_0's poisson: -105.847 valid_0's l1: 14.7314
[92] valid_0's poisson: -105.907 valid_0's l1: 14.6652
[93] valid_0's poisson: -105.969 valid_0's l1: 14.5991
[94] valid_0's poisson: -106.025 valid_0's l1: 14.5373
[95] valid_0's poisson: -106.069 valid_0's l1: 14.4887
[96] valid_0's poisson: -106.106 valid_0's l1: 14.4441
[97] valid_0's poisson: -106.142 valid_0's l1: 14.4007
[98] valid_0's poisson: -106.183 valid_0's l1: 14.3543
[99] valid_0's poisson: -106.24 valid_0's l1: 14.2901
[100] valid_0's poisson: -106.291 valid_0's l1: 14.2385
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.2363 valid_0's l1: 29.0579
[2] valid_0's poisson: -82.0505 valid_0's l1: 28.7645
[3] valid_0's poisson: -82.8562 valid_0's l1: 28.4685
[4] valid_0's poisson: -83.6155 valid_0's l1: 28.1775
[5] valid_0's poisson: -84.3322 valid_0's l1: 27.8925
[6] valid_0's poisson: -85.0021 valid_0's l1: 27.614
[7] valid_0's poisson: -85.6781 valid_0's l1: 27.336
[8] valid_0's poisson: -86.2897 valid_0's l1: 27.0715
[9] valid_0's poisson: -86.8637 valid_0's l1: 26.8133
[10] valid_0's poisson: -87.4739 valid_0's l1: 26.5451
[11] valid_0's poisson: -88.014 valid_0's l1: 26.2933
[12] valid_0's poisson: -88.5456 valid_0's l1: 26.0448
[13] valid_0's poisson: -89.0532 valid_0's l1: 25.802
[14] valid_0's poisson: -89.5148 valid_0's l1: 25.5683
[15] valid_0's poisson: -89.9387 valid_0's l1: 25.3453
[16] valid_0's poisson: -90.3752 valid_0's l1: 25.1205
[17] valid_0's poisson: -90.7942 valid_0's l1: 24.901
[18] valid_0's poisson: -91.2014 valid_0's l1: 24.6858
[19] valid_0's poisson: -91.5956 valid_0's l1: 24.4754
[20] valid_0's poisson: -91.999 valid_0's l1: 24.2613
[21] valid_0's poisson: -92.3792 valid_0's l1: 24.0558
[22] valid_0's poisson: -92.7073 valid_0's l1: 23.8651
[23] valid_0's poisson: -93.0193 valid_0's l1: 23.6788
[24] valid_0's poisson: -93.3215 valid_0's l1: 23.4976
[25] valid_0's poisson: -93.6431 valid_0's l1: 23.3078
[26] valid_0's poisson: -93.9299 valid_0's l1: 23.1328
[27] valid_0's poisson: -94.401 valid_0's l1: 22.9179
[28] valid_0's poisson: -94.6983 valid_0's l1: 22.7366
[29] valid_0's poisson: -95.1818 valid_0's l1: 22.5191
[30] valid_0's poisson: -95.6545 valid_0's l1: 22.3011
[31] valid_0's poisson: -96.0926 valid_0's l1: 22.0871
[32] valid_0's poisson: -96.479 valid_0's l1: 21.8885
[33] valid_0's poisson: -96.8793 valid_0's l1: 21.6851
[34] valid_0's poisson: -97.1028 valid_0's l1: 21.5258
[35] valid_0's poisson: -97.2997 valid_0's l1: 21.378
[36] valid_0's poisson: -97.6507 valid_0's l1: 21.183
[37] valid_0's poisson: -97.9337 valid_0's l1: 21.0116
[38] valid_0's poisson: -98.2805 valid_0's l1: 20.8174
[39] valid_0's poisson: -98.5367 valid_0's l1: 20.6575
[40] valid_0's poisson: -98.7813 valid_0's l1: 20.4983
[41] valid_0's poisson: -99.0795 valid_0's l1: 20.3177
[42] valid_0's poisson: -99.3569 valid_0's l1: 20.1427
[43] valid_0's poisson: -99.4998 valid_0's l1: 20.0217
[44] valid_0's poisson: -99.6388 valid_0's l1: 19.9029
[45] valid_0's poisson: -99.907 valid_0's l1: 19.7342
[46] valid_0's poisson: -100.159 valid_0's l1: 19.5685
[47] valid_0's poisson: -100.4 valid_0's l1: 19.4116
[48] valid_0's poisson: -100.643 valid_0's l1: 19.2518
[49] valid_0's poisson: -100.839 valid_0's l1: 19.1075
[50] valid_0's poisson: -100.964 valid_0's l1: 18.9992
[51] valid_0's poisson: -101.174 valid_0's l1: 18.8473
[52] valid_0's poisson: -101.375 valid_0's l1: 18.6986
[53] valid_0's poisson: -101.485 valid_0's l1: 18.5964
[54] valid_0's poisson: -101.677 valid_0's l1: 18.4509
[55] valid_0's poisson: -101.859 valid_0's l1: 18.3109
[56] valid_0's poisson: -102.04 valid_0's l1: 18.1716
[57] valid_0's poisson: -102.178 valid_0's l1: 18.0568
[58] valid_0's poisson: -102.351 valid_0's l1: 17.9228
[59] valid_0's poisson: -102.5 valid_0's l1: 17.8033
[60] valid_0's poisson: -102.647 valid_0's l1: 17.6847
[61] valid_0's poisson: -102.785 valid_0's l1: 17.5725
[62] valid_0's poisson: -102.932 valid_0's l1: 17.4538
[63] valid_0's poisson: -103.075 valid_0's l1: 17.3402
[64] valid_0's poisson: -103.206 valid_0's l1: 17.2295
[65] valid_0's poisson: -103.285 valid_0's l1: 17.1485
[66] valid_0's poisson: -103.409 valid_0's l1: 17.0431
[67] valid_0's poisson: -103.546 valid_0's l1: 16.9302
[68] valid_0's poisson: -103.625 valid_0's l1: 16.8529
[69] valid_0's poisson: -103.702 valid_0's l1: 16.7764
[70] valid_0's poisson: -103.806 valid_0's l1: 16.6827
[71] valid_0's poisson: -103.922 valid_0's l1: 16.5871
[72] valid_0's poisson: -104.035 valid_0's l1: 16.4868
[73] valid_0's poisson: -104.14 valid_0's l1: 16.4004
[74] valid_0's poisson: -104.202 valid_0's l1: 16.3339
[75] valid_0's poisson: -104.27 valid_0's l1: 16.2661
[76] valid_0's poisson: -104.378 valid_0's l1: 16.1695
[77] valid_0's poisson: -104.47 valid_0's l1: 16.0885
[78] valid_0's poisson: -104.559 valid_0's l1: 16.0095
[79] valid_0's poisson: -104.66 valid_0's l1: 15.9203
[80] valid_0's poisson: -104.772 valid_0's l1: 15.8166
[81] valid_0's poisson: -104.853 valid_0's l1: 15.7354
[82] valid_0's poisson: -104.907 valid_0's l1: 15.6778
[83] valid_0's poisson: -104.949 valid_0's l1: 15.6317
[84] valid_0's poisson: -105 valid_0's l1: 15.5789
[85] valid_0's poisson: -105.041 valid_0's l1: 15.5328
[86] valid_0's poisson: -105.089 valid_0's l1: 15.48
[87] valid_0's poisson: -105.134 valid_0's l1: 15.4314
[88] valid_0's poisson: -105.208 valid_0's l1: 15.361
[89] valid_0's poisson: -105.277 valid_0's l1: 15.29
[90] valid_0's poisson: -105.328 valid_0's l1: 15.235
[91] valid_0's poisson: -105.399 valid_0's l1: 15.1615
[92] valid_0's poisson: -105.466 valid_0's l1: 15.0887
[93] valid_0's poisson: -105.531 valid_0's l1: 15.0179
[94] valid_0's poisson: -105.603 valid_0's l1: 14.9462
[95] valid_0's poisson: -105.671 valid_0's l1: 14.8728
[96] valid_0's poisson: -105.721 valid_0's l1: 14.819
[97] valid_0's poisson: -105.757 valid_0's l1: 14.778
[98] valid_0's poisson: -105.827 valid_0's l1: 14.7024
[99] valid_0's poisson: -105.894 valid_0's l1: 14.6284
[100] valid_0's poisson: -105.926 valid_0's l1: 14.5909
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.2389 valid_0's l1: 29.056
[2] valid_0's poisson: -82.0467 valid_0's l1: 28.76
[3] valid_0's poisson: -82.8039 valid_0's l1: 28.4726
[4] valid_0's poisson: -83.5558 valid_0's l1: 28.1818
[5] valid_0's poisson: -84.2457 valid_0's l1: 27.9057
[6] valid_0's poisson: -84.8978 valid_0's l1: 27.6352
[7] valid_0's poisson: -85.518 valid_0's l1: 27.3706
[8] valid_0's poisson: -86.1259 valid_0's l1: 27.1085
[9] valid_0's poisson: -86.705 valid_0's l1: 26.8514
[10] valid_0's poisson: -87.2564 valid_0's l1: 26.6001
[11] valid_0's poisson: -87.7789 valid_0's l1: 26.355
[12] valid_0's poisson: -88.2781 valid_0's l1: 26.1142
[13] valid_0's poisson: -88.7554 valid_0's l1: 25.8798
[14] valid_0's poisson: -89.2392 valid_0's l1: 25.6425
[15] valid_0's poisson: -89.6986 valid_0's l1: 25.4109
[16] valid_0's poisson: -90.1185 valid_0's l1: 25.1895
[17] valid_0's poisson: -90.5239 valid_0's l1: 24.9751
[18] valid_0's poisson: -90.9565 valid_0's l1: 24.7532
[19] valid_0's poisson: -91.3485 valid_0's l1: 24.5418
[20] valid_0's poisson: -91.7472 valid_0's l1: 24.3308
[21] valid_0's poisson: -92.1066 valid_0's l1: 24.1297
[22] valid_0's poisson: -92.4441 valid_0's l1: 23.9345
[23] valid_0's poisson: -92.7951 valid_0's l1: 23.7394
[24] valid_0's poisson: -93.1186 valid_0's l1: 23.5499
[25] valid_0's poisson: -93.4451 valid_0's l1: 23.3619
[26] valid_0's poisson: -93.7551 valid_0's l1: 23.1793
[27] valid_0's poisson: -94.0677 valid_0's l1: 22.9964
[28] valid_0's poisson: -94.548 valid_0's l1: 22.7812
[29] valid_0's poisson: -94.9606 valid_0's l1: 22.5834
[30] valid_0's poisson: -95.4168 valid_0's l1: 22.3746
[31] valid_0's poisson: -95.6469 valid_0's l1: 22.2176
[32] valid_0's poisson: -96.0143 valid_0's l1: 22.029
[33] valid_0's poisson: -96.4243 valid_0's l1: 21.8309
[34] valid_0's poisson: -96.6745 valid_0's l1: 21.6666
[35] valid_0's poisson: -96.8902 valid_0's l1: 21.5153
[36] valid_0's poisson: -97.2764 valid_0's l1: 21.3178
[37] valid_0's poisson: -97.6181 valid_0's l1: 21.1335
[38] valid_0's poisson: -97.9882 valid_0's l1: 20.9314
[39] valid_0's poisson: -98.3432 valid_0's l1: 20.733
[40] valid_0's poisson: -98.6577 valid_0's l1: 20.548
[41] valid_0's poisson: -98.8953 valid_0's l1: 20.3919
[42] valid_0's poisson: -99.195 valid_0's l1: 20.2102
[43] valid_0's poisson: -99.4081 valid_0's l1: 20.0648
[44] valid_0's poisson: -99.6945 valid_0's l1: 19.8886
[45] valid_0's poisson: -99.9558 valid_0's l1: 19.7205
[46] valid_0's poisson: -100.215 valid_0's l1: 19.5524
[47] valid_0's poisson: -100.457 valid_0's l1: 19.3896
[48] valid_0's poisson: -100.682 valid_0's l1: 19.2397
[49] valid_0's poisson: -100.905 valid_0's l1: 19.0844
[50] valid_0's poisson: -101.019 valid_0's l1: 18.9795
[51] valid_0's poisson: -101.179 valid_0's l1: 18.8548
[52] valid_0's poisson: -101.387 valid_0's l1: 18.7056
[53] valid_0's poisson: -101.589 valid_0's l1: 18.5635
[54] valid_0's poisson: -101.772 valid_0's l1: 18.4249
[55] valid_0's poisson: -101.939 valid_0's l1: 18.2941
[56] valid_0's poisson: -102.123 valid_0's l1: 18.1551
[57] valid_0's poisson: -102.29 valid_0's l1: 18.0224
[58] valid_0's poisson: -102.393 valid_0's l1: 17.9279
[59] valid_0's poisson: -102.562 valid_0's l1: 17.7947
[60] valid_0's poisson: -102.661 valid_0's l1: 17.6985
[61] valid_0's poisson: -102.8 valid_0's l1: 17.5833
[62] valid_0's poisson: -102.954 valid_0's l1: 17.4591
[63] valid_0's poisson: -103.045 valid_0's l1: 17.3683
[64] valid_0's poisson: -103.157 valid_0's l1: 17.2684
[65] valid_0's poisson: -103.309 valid_0's l1: 17.1451
[66] valid_0's poisson: -103.445 valid_0's l1: 17.0309
[67] valid_0's poisson: -103.59 valid_0's l1: 16.9128
[68] valid_0's poisson: -103.733 valid_0's l1: 16.7915
[69] valid_0's poisson: -103.87 valid_0's l1: 16.6723
[70] valid_0's poisson: -103.997 valid_0's l1: 16.5561
[71] valid_0's poisson: -104.092 valid_0's l1: 16.4667
[72] valid_0's poisson: -104.211 valid_0's l1: 16.3622
[73] valid_0's poisson: -104.307 valid_0's l1: 16.2703
[74] valid_0's poisson: -104.401 valid_0's l1: 16.1777
[75] valid_0's poisson: -104.511 valid_0's l1: 16.0803
[76] valid_0's poisson: -104.577 valid_0's l1: 16.0072
[77] valid_0's poisson: -104.669 valid_0's l1: 15.9226
[78] valid_0's poisson: -104.758 valid_0's l1: 15.8414
[79] valid_0's poisson: -104.825 valid_0's l1: 15.7703
[80] valid_0's poisson: -104.927 valid_0's l1: 15.6796
[81] valid_0's poisson: -105.022 valid_0's l1: 15.5858
[82] valid_0's poisson: -105.115 valid_0's l1: 15.4956
[83] valid_0's poisson: -105.169 valid_0's l1: 15.4391
[84] valid_0's poisson: -105.253 valid_0's l1: 15.3552
[85] valid_0's poisson: -105.341 valid_0's l1: 15.2715
[86] valid_0's poisson: -105.412 valid_0's l1: 15.1971
[87] valid_0's poisson: -105.491 valid_0's l1: 15.1146
[88] valid_0's poisson: -105.567 valid_0's l1: 15.0334
[89] valid_0's poisson: -105.642 valid_0's l1: 14.9559
[90] valid_0's poisson: -105.695 valid_0's l1: 14.8976
[91] valid_0's poisson: -105.752 valid_0's l1: 14.835
[92] valid_0's poisson: -105.822 valid_0's l1: 14.7601
[93] valid_0's poisson: -105.89 valid_0's l1: 14.686
[94] valid_0's poisson: -105.937 valid_0's l1: 14.6285
[95] valid_0's poisson: -105.98 valid_0's l1: 14.5796
[96] valid_0's poisson: -106.035 valid_0's l1: 14.5158
[97] valid_0's poisson: -106.087 valid_0's l1: 14.4539
[98] valid_0's poisson: -106.144 valid_0's l1: 14.3889
[99] valid_0's poisson: -106.188 valid_0's l1: 14.3384
[100] valid_0's poisson: -106.238 valid_0's l1: 14.2795
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.6043 valid_0's l1: 29.279
[2] valid_0's poisson: -80.8229 valid_0's l1: 29.2019
[3] valid_0's poisson: -81.0379 valid_0's l1: 29.1254
[4] valid_0's poisson: -81.25 valid_0's l1: 29.0489
[5] valid_0's poisson: -81.4589 valid_0's l1: 28.9727
[6] valid_0's poisson: -81.6645 valid_0's l1: 28.897
[7] valid_0's poisson: -81.8673 valid_0's l1: 28.8216
[8] valid_0's poisson: -82.0731 valid_0's l1: 28.7461
[9] valid_0's poisson: -82.2759 valid_0's l1: 28.6706
[10] valid_0's poisson: -82.4775 valid_0's l1: 28.5949
[11] valid_0's poisson: -82.6743 valid_0's l1: 28.52
[12] valid_0's poisson: -82.8681 valid_0's l1: 28.4457
[13] valid_0's poisson: -83.0592 valid_0's l1: 28.3715
[14] valid_0's poisson: -83.2493 valid_0's l1: 28.2967
[15] valid_0's poisson: -83.4348 valid_0's l1: 28.2233
[16] valid_0's poisson: -83.6178 valid_0's l1: 28.15
[17] valid_0's poisson: -83.798 valid_0's l1: 28.0774
[18] valid_0's poisson: -83.9799 valid_0's l1: 28.0039
[19] valid_0's poisson: -84.1579 valid_0's l1: 27.9315
[20] valid_0's poisson: -84.3345 valid_0's l1: 27.859
[21] valid_0's poisson: -84.5096 valid_0's l1: 27.7863
[22] valid_0's poisson: -84.6916 valid_0's l1: 27.7124
[23] valid_0's poisson: -84.8709 valid_0's l1: 27.6389
[24] valid_0's poisson: -85.0495 valid_0's l1: 27.5651
[25] valid_0's poisson: -85.2134 valid_0's l1: 27.495
[26] valid_0's poisson: -85.3778 valid_0's l1: 27.4238
[27] valid_0's poisson: -85.5388 valid_0's l1: 27.3538
[28] valid_0's poisson: -85.7065 valid_0's l1: 27.2828
[29] valid_0's poisson: -85.8727 valid_0's l1: 27.2118
[30] valid_0's poisson: -86.0279 valid_0's l1: 27.1432
[31] valid_0's poisson: -86.1896 valid_0's l1: 27.0735
[32] valid_0's poisson: -86.3494 valid_0's l1: 27.0038
[33] valid_0's poisson: -86.506 valid_0's l1: 26.935
[34] valid_0's poisson: -86.6552 valid_0's l1: 26.868
[35] valid_0's poisson: -86.8027 valid_0's l1: 26.8013
[36] valid_0's poisson: -86.9481 valid_0's l1: 26.7352
[37] valid_0's poisson: -87.0987 valid_0's l1: 26.6679
[38] valid_0's poisson: -87.2472 valid_0's l1: 26.6011
[39] valid_0's poisson: -87.3824 valid_0's l1: 26.5374
[40] valid_0's poisson: -87.5269 valid_0's l1: 26.4714
[41] valid_0's poisson: -87.6631 valid_0's l1: 26.4078
[42] valid_0's poisson: -87.8043 valid_0's l1: 26.3426
[43] valid_0's poisson: -87.9361 valid_0's l1: 26.2797
[44] valid_0's poisson: -88.0668 valid_0's l1: 26.2169
[45] valid_0's poisson: -88.1958 valid_0's l1: 26.1543
[46] valid_0's poisson: -88.3312 valid_0's l1: 26.0893
[47] valid_0's poisson: -88.4577 valid_0's l1: 26.0273
[48] valid_0's poisson: -88.59 valid_0's l1: 25.9636
[49] valid_0's poisson: -88.7127 valid_0's l1: 25.9028
[50] valid_0's poisson: -88.8415 valid_0's l1: 25.8397
[51] valid_0's poisson: -88.9611 valid_0's l1: 25.7796
[52] valid_0's poisson: -89.0873 valid_0's l1: 25.7169
[53] valid_0's poisson: -89.2069 valid_0's l1: 25.6563
[54] valid_0's poisson: -89.3252 valid_0's l1: 25.5961
[55] valid_0's poisson: -89.4407 valid_0's l1: 25.5371
[56] valid_0's poisson: -89.5621 valid_0's l1: 25.4773
[57] valid_0's poisson: -89.6819 valid_0's l1: 25.4172
[58] valid_0's poisson: -89.7953 valid_0's l1: 25.3579
[59] valid_0's poisson: -89.9273 valid_0's l1: 25.2946
[60] valid_0's poisson: -90.0369 valid_0's l1: 25.2365
[61] valid_0's poisson: -90.1517 valid_0's l1: 25.1771
[62] valid_0's poisson: -90.2681 valid_0's l1: 25.1178
[63] valid_0's poisson: -90.3843 valid_0's l1: 25.0581
[64] valid_0's poisson: -90.4992 valid_0's l1: 24.9988
[65] valid_0's poisson: -90.6304 valid_0's l1: 24.9359
[66] valid_0's poisson: -90.7598 valid_0's l1: 24.8735
[67] valid_0's poisson: -90.8875 valid_0's l1: 24.8112
[68] valid_0's poisson: -91.0014 valid_0's l1: 24.7519
[69] valid_0's poisson: -91.1077 valid_0's l1: 24.6944
[70] valid_0's poisson: -91.2195 valid_0's l1: 24.6357
[71] valid_0's poisson: -91.323 valid_0's l1: 24.5791
[72] valid_0's poisson: -91.4256 valid_0's l1: 24.5227
[73] valid_0's poisson: -91.5261 valid_0's l1: 24.4675
[74] valid_0's poisson: -91.6332 valid_0's l1: 24.411
[75] valid_0's poisson: -91.7353 valid_0's l1: 24.357
[76] valid_0's poisson: -91.8353 valid_0's l1: 24.3028
[77] valid_0's poisson: -91.9423 valid_0's l1: 24.2465
[78] valid_0's poisson: -92.0455 valid_0's l1: 24.191
[79] valid_0's poisson: -92.1503 valid_0's l1: 24.1354
[80] valid_0's poisson: -92.254 valid_0's l1: 24.0799
[81] valid_0's poisson: -92.3522 valid_0's l1: 24.0263
[82] valid_0's poisson: -92.4471 valid_0's l1: 23.9738
[83] valid_0's poisson: -92.5501 valid_0's l1: 23.9181
[84] valid_0's poisson: -92.6519 valid_0's l1: 23.8628
[85] valid_0's poisson: -92.7526 valid_0's l1: 23.8074
[86] valid_0's poisson: -92.8522 valid_0's l1: 23.7526
[87] valid_0's poisson: -92.9539 valid_0's l1: 23.6975
[88] valid_0's poisson: -93.049 valid_0's l1: 23.6444
[89] valid_0's poisson: -93.1431 valid_0's l1: 23.5915
[90] valid_0's poisson: -93.2327 valid_0's l1: 23.54
[91] valid_0's poisson: -93.3841 valid_0's l1: 23.4774
[92] valid_0's poisson: -93.4785 valid_0's l1: 23.424
[93] valid_0's poisson: -93.6289 valid_0's l1: 23.3614
[94] valid_0's poisson: -93.7768 valid_0's l1: 23.2991
[95] valid_0's poisson: -93.866 valid_0's l1: 23.2475
[96] valid_0's poisson: -93.9533 valid_0's l1: 23.196
[97] valid_0's poisson: -94.037 valid_0's l1: 23.1458
[98] valid_0's poisson: -94.1777 valid_0's l1: 23.085
[99] valid_0's poisson: -94.3127 valid_0's l1: 23.0254
[100] valid_0's poisson: -94.4473 valid_0's l1: 22.9652
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.6055 valid_0's l1: 29.279
[2] valid_0's poisson: -80.8335 valid_0's l1: 29.2011
[3] valid_0's poisson: -81.0565 valid_0's l1: 29.1236
[4] valid_0's poisson: -81.2749 valid_0's l1: 29.0469
[5] valid_0's poisson: -81.49 valid_0's l1: 28.9704
[6] valid_0's poisson: -81.7019 valid_0's l1: 28.8942
[7] valid_0's poisson: -81.9105 valid_0's l1: 28.8183
[8] valid_0's poisson: -82.1162 valid_0's l1: 28.7427
[9] valid_0's poisson: -82.3212 valid_0's l1: 28.6669
[10] valid_0's poisson: -82.5248 valid_0's l1: 28.5913
[11] valid_0's poisson: -82.7215 valid_0's l1: 28.5166
[12] valid_0's poisson: -82.9176 valid_0's l1: 28.4417
[13] valid_0's poisson: -83.1133 valid_0's l1: 28.3663
[14] valid_0's poisson: -83.3065 valid_0's l1: 28.2907
[15] valid_0's poisson: -83.497 valid_0's l1: 28.2155
[16] valid_0's poisson: -83.6832 valid_0's l1: 28.1412
[17] valid_0's poisson: -83.8663 valid_0's l1: 28.0678
[18] valid_0's poisson: -84.0469 valid_0's l1: 27.9948
[19] valid_0's poisson: -84.2335 valid_0's l1: 27.9199
[20] valid_0's poisson: -84.4168 valid_0's l1: 27.8453
[21] valid_0's poisson: -84.6058 valid_0's l1: 27.7694
[22] valid_0's poisson: -84.7921 valid_0's l1: 27.6939
[23] valid_0's poisson: -84.9599 valid_0's l1: 27.6222
[24] valid_0's poisson: -85.1303 valid_0's l1: 27.55
[25] valid_0's poisson: -85.2936 valid_0's l1: 27.479
[26] valid_0's poisson: -85.4698 valid_0's l1: 27.4054
[27] valid_0's poisson: -85.6438 valid_0's l1: 27.3326
[28] valid_0's poisson: -85.8148 valid_0's l1: 27.2601
[29] valid_0's poisson: -85.97 valid_0's l1: 27.1912
[30] valid_0's poisson: -86.1232 valid_0's l1: 27.1229
[31] valid_0's poisson: -86.2745 valid_0's l1: 27.0549
[32] valid_0's poisson: -86.4285 valid_0's l1: 26.9863
[33] valid_0's poisson: -86.5879 valid_0's l1: 26.9157
[34] valid_0's poisson: -86.7449 valid_0's l1: 26.8459
[35] valid_0's poisson: -86.9132 valid_0's l1: 26.7746
[36] valid_0's poisson: -87.0661 valid_0's l1: 26.7054
[37] valid_0's poisson: -87.2186 valid_0's l1: 26.6365
[38] valid_0's poisson: -87.3834 valid_0's l1: 26.5656
[39] valid_0's poisson: -87.5282 valid_0's l1: 26.4984
[40] valid_0's poisson: -87.6898 valid_0's l1: 26.4284
[41] valid_0's poisson: -87.8346 valid_0's l1: 26.3616
[42] valid_0's poisson: -87.9723 valid_0's l1: 26.2957
[43] valid_0's poisson: -88.1086 valid_0's l1: 26.2303
[44] valid_0's poisson: -88.264 valid_0's l1: 26.1614
[45] valid_0's poisson: -88.4182 valid_0's l1: 26.0923
[46] valid_0's poisson: -88.5691 valid_0's l1: 26.0244
[47] valid_0's poisson: -88.716 valid_0's l1: 25.9577
[48] valid_0's poisson: -88.8465 valid_0's l1: 25.8945
[49] valid_0's poisson: -88.9711 valid_0's l1: 25.8328
[50] valid_0's poisson: -89.0943 valid_0's l1: 25.7714
[51] valid_0's poisson: -89.2225 valid_0's l1: 25.7082
[52] valid_0's poisson: -89.3498 valid_0's l1: 25.6452
[53] valid_0's poisson: -89.4744 valid_0's l1: 25.5828
[54] valid_0's poisson: -89.5968 valid_0's l1: 25.521
[55] valid_0's poisson: -89.7209 valid_0's l1: 25.4585
[56] valid_0's poisson: -89.8411 valid_0's l1: 25.3967
[57] valid_0's poisson: -89.9589 valid_0's l1: 25.3358
[58] valid_0's poisson: -90.0796 valid_0's l1: 25.2739
[59] valid_0's poisson: -90.2024 valid_0's l1: 25.2116
[60] valid_0's poisson: -90.3237 valid_0's l1: 25.1497
[61] valid_0's poisson: -90.4435 valid_0's l1: 25.088
[62] valid_0's poisson: -90.5614 valid_0's l1: 25.0272
[63] valid_0's poisson: -90.6724 valid_0's l1: 24.9689
[64] valid_0's poisson: -90.782 valid_0's l1: 24.9113
[65] valid_0's poisson: -90.8903 valid_0's l1: 24.8531
[66] valid_0's poisson: -90.9973 valid_0's l1: 24.7952
[67] valid_0's poisson: -91.1037 valid_0's l1: 24.7384
[68] valid_0's poisson: -91.2088 valid_0's l1: 24.6819
[69] valid_0's poisson: -91.3127 valid_0's l1: 24.6257
[70] valid_0's poisson: -91.425 valid_0's l1: 24.5667
[71] valid_0's poisson: -91.5297 valid_0's l1: 24.5104
[72] valid_0's poisson: -91.6303 valid_0's l1: 24.4552
[73] valid_0's poisson: -91.7329 valid_0's l1: 24.3991
[74] valid_0's poisson: -91.8306 valid_0's l1: 24.3444
[75] valid_0's poisson: -91.9307 valid_0's l1: 24.289
[76] valid_0's poisson: -92.0316 valid_0's l1: 24.2328
[77] valid_0's poisson: -92.1432 valid_0's l1: 24.1738
[78] valid_0's poisson: -92.2524 valid_0's l1: 24.1157
[79] valid_0's poisson: -92.3537 valid_0's l1: 24.0597
[80] valid_0's poisson: -92.4588 valid_0's l1: 24.0025
[81] valid_0's poisson: -92.5619 valid_0's l1: 23.9463
[82] valid_0's poisson: -92.6615 valid_0's l1: 23.8912
[83] valid_0's poisson: -92.755 valid_0's l1: 23.8377
[84] valid_0's poisson: -92.8526 valid_0's l1: 23.7838
[85] valid_0's poisson: -92.9557 valid_0's l1: 23.7288
[86] valid_0's poisson: -93.0623 valid_0's l1: 23.6726
[87] valid_0's poisson: -93.1634 valid_0's l1: 23.619
[88] valid_0's poisson: -93.267 valid_0's l1: 23.5641
[89] valid_0's poisson: -93.3589 valid_0's l1: 23.5113
[90] valid_0's poisson: -93.4496 valid_0's l1: 23.459
[91] valid_0's poisson: -93.55 valid_0's l1: 23.405
[92] valid_0's poisson: -93.6476 valid_0's l1: 23.3516
[93] valid_0's poisson: -93.7369 valid_0's l1: 23.3003
[94] valid_0's poisson: -93.8242 valid_0's l1: 23.2495
[95] valid_0's poisson: -93.9626 valid_0's l1: 23.1885
[96] valid_0's poisson: -94.0392 valid_0's l1: 23.1412
[97] valid_0's poisson: -94.1227 valid_0's l1: 23.0914
[98] valid_0's poisson: -94.2083 valid_0's l1: 23.0412
[99] valid_0's poisson: -94.2936 valid_0's l1: 22.9904
[100] valid_0's poisson: -94.3782 valid_0's l1: 22.9403
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.6068 valid_0's l1: 29.2778
[2] valid_0's poisson: -80.827 valid_0's l1: 29.2003
[3] valid_0's poisson: -81.0447 valid_0's l1: 29.1226
[4] valid_0's poisson: -81.2593 valid_0's l1: 29.0452
[5] valid_0's poisson: -81.4705 valid_0's l1: 28.9681
[6] valid_0's poisson: -81.6778 valid_0's l1: 28.8918
[7] valid_0's poisson: -81.883 valid_0's l1: 28.8154
[8] valid_0's poisson: -82.0915 valid_0's l1: 28.7387
[9] valid_0's poisson: -82.2968 valid_0's l1: 28.6623
[10] valid_0's poisson: -82.4982 valid_0's l1: 28.5868
[11] valid_0's poisson: -82.6975 valid_0's l1: 28.511
[12] valid_0's poisson: -82.8938 valid_0's l1: 28.4355
[13] valid_0's poisson: -83.0855 valid_0's l1: 28.3613
[14] valid_0's poisson: -83.2753 valid_0's l1: 28.2869
[15] valid_0's poisson: -83.4623 valid_0's l1: 28.2128
[16] valid_0's poisson: -83.6467 valid_0's l1: 28.1391
[17] valid_0's poisson: -83.8285 valid_0's l1: 28.0656
[18] valid_0's poisson: -84.0059 valid_0's l1: 27.9934
[19] valid_0's poisson: -84.1824 valid_0's l1: 27.9212
[20] valid_0's poisson: -84.3592 valid_0's l1: 27.849
[21] valid_0's poisson: -84.532 valid_0's l1: 27.7782
[22] valid_0's poisson: -84.7025 valid_0's l1: 27.7077
[23] valid_0's poisson: -84.8871 valid_0's l1: 27.6335
[24] valid_0's poisson: -85.0521 valid_0's l1: 27.5637
[25] valid_0's poisson: -85.2152 valid_0's l1: 27.4949
[26] valid_0's poisson: -85.393 valid_0's l1: 27.422
[27] valid_0's poisson: -85.5682 valid_0's l1: 27.3494
[28] valid_0's poisson: -85.7352 valid_0's l1: 27.2776
[29] valid_0's poisson: -85.9057 valid_0's l1: 27.2057
[30] valid_0's poisson: -86.0739 valid_0's l1: 27.1344
[31] valid_0's poisson: -86.234 valid_0's l1: 27.0642
[32] valid_0's poisson: -86.3992 valid_0's l1: 26.9928
[33] valid_0's poisson: -86.555 valid_0's l1: 26.9234
[34] valid_0's poisson: -86.7139 valid_0's l1: 26.8533
[35] valid_0's poisson: -86.8714 valid_0's l1: 26.7833
[36] valid_0's poisson: -87.0424 valid_0's l1: 26.713
[37] valid_0's poisson: -87.211 valid_0's l1: 26.6429
[38] valid_0's poisson: -87.3538 valid_0's l1: 26.5775
[39] valid_0's poisson: -87.4949 valid_0's l1: 26.5123
[40] valid_0's poisson: -87.6342 valid_0's l1: 26.4473
[41] valid_0's poisson: -87.7717 valid_0's l1: 26.3828
[42] valid_0's poisson: -87.9157 valid_0's l1: 26.3158
[43] valid_0's poisson: -88.0578 valid_0's l1: 26.2491
[44] valid_0's poisson: -88.1981 valid_0's l1: 26.183
[45] valid_0's poisson: -88.3514 valid_0's l1: 26.1155
[46] valid_0's poisson: -88.4865 valid_0's l1: 26.0506
[47] valid_0's poisson: -88.6202 valid_0's l1: 25.9862
[48] valid_0's poisson: -88.7529 valid_0's l1: 25.9218
[49] valid_0's poisson: -88.8988 valid_0's l1: 25.8559
[50] valid_0's poisson: -89.0427 valid_0's l1: 25.7902
[51] valid_0's poisson: -89.1704 valid_0's l1: 25.7266
[52] valid_0's poisson: -89.2976 valid_0's l1: 25.663
[53] valid_0's poisson: -89.4177 valid_0's l1: 25.6024
[54] valid_0's poisson: -89.54 valid_0's l1: 25.5407
[55] valid_0's poisson: -89.6609 valid_0's l1: 25.4793
[56] valid_0's poisson: -89.7816 valid_0's l1: 25.4178
[57] valid_0's poisson: -89.9008 valid_0's l1: 25.3567
[58] valid_0's poisson: -90.0186 valid_0's l1: 25.296
[59] valid_0's poisson: -90.1351 valid_0's l1: 25.2358
[60] valid_0's poisson: -90.2524 valid_0's l1: 25.1762
[61] valid_0's poisson: -90.374 valid_0's l1: 25.1154
[62] valid_0's poisson: -90.4944 valid_0's l1: 25.0544
[63] valid_0's poisson: -90.6062 valid_0's l1: 24.9947
[64] valid_0's poisson: -90.7222 valid_0's l1: 24.9347
[65] valid_0's poisson: -90.8329 valid_0's l1: 24.8759
[66] valid_0's poisson: -90.9393 valid_0's l1: 24.8184
[67] valid_0's poisson: -91.0445 valid_0's l1: 24.7612
[68] valid_0's poisson: -91.1486 valid_0's l1: 24.7042
[69] valid_0's poisson: -91.2581 valid_0's l1: 24.646
[70] valid_0's poisson: -91.3616 valid_0's l1: 24.5896
[71] valid_0's poisson: -91.474 valid_0's l1: 24.5305
[72] valid_0's poisson: -91.585 valid_0's l1: 24.4718
[73] valid_0's poisson: -91.6904 valid_0's l1: 24.4149
[74] valid_0's poisson: -91.7989 valid_0's l1: 24.357
[75] valid_0's poisson: -91.903 valid_0's l1: 24.3001
[76] valid_0's poisson: -92.0059 valid_0's l1: 24.2434
[77] valid_0's poisson: -92.1025 valid_0's l1: 24.1894
[78] valid_0's poisson: -92.2036 valid_0's l1: 24.1332
[79] valid_0's poisson: -92.304 valid_0's l1: 24.0775
[80] valid_0's poisson: -92.4029 valid_0's l1: 24.0224
[81] valid_0's poisson: -92.5007 valid_0's l1: 23.9673
[82] valid_0's poisson: -92.5965 valid_0's l1: 23.9133
[83] valid_0's poisson: -92.6913 valid_0's l1: 23.8596
[84] valid_0's poisson: -92.796 valid_0's l1: 23.803
[85] valid_0's poisson: -92.8884 valid_0's l1: 23.7504
[86] valid_0's poisson: -92.9853 valid_0's l1: 23.6964
[87] valid_0's poisson: -93.0814 valid_0's l1: 23.6426
[88] valid_0's poisson: -93.1765 valid_0's l1: 23.589
[89] valid_0's poisson: -93.2698 valid_0's l1: 23.5362
[90] valid_0's poisson: -93.362 valid_0's l1: 23.4838
[91] valid_0's poisson: -93.4574 valid_0's l1: 23.4301
[92] valid_0's poisson: -93.5467 valid_0's l1: 23.3781
[93] valid_0's poisson: -93.6348 valid_0's l1: 23.3265
[94] valid_0's poisson: -93.722 valid_0's l1: 23.2754
[95] valid_0's poisson: -93.8171 valid_0's l1: 23.2236
[96] valid_0's poisson: -93.9111 valid_0's l1: 23.1723
[97] valid_0's poisson: -94.0558 valid_0's l1: 23.1124
[98] valid_0's poisson: -94.1977 valid_0's l1: 23.0529
[99] valid_0's poisson: -94.2834 valid_0's l1: 23.0015
[100] valid_0's poisson: -94.4268 valid_0's l1: 22.9412
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.6072 valid_0's l1: 29.2785
[2] valid_0's poisson: -80.8285 valid_0's l1: 29.2011
[3] valid_0's poisson: -81.0468 valid_0's l1: 29.1239
[4] valid_0's poisson: -81.2617 valid_0's l1: 29.047
[5] valid_0's poisson: -81.4734 valid_0's l1: 28.9703
[6] valid_0's poisson: -81.682 valid_0's l1: 28.8939
[7] valid_0's poisson: -81.8871 valid_0's l1: 28.8184
[8] valid_0's poisson: -82.0974 valid_0's l1: 28.7414
[9] valid_0's poisson: -82.3004 valid_0's l1: 28.6665
[10] valid_0's poisson: -82.5003 valid_0's l1: 28.592
[11] valid_0's poisson: -82.7012 valid_0's l1: 28.5161
[12] valid_0's poisson: -82.8953 valid_0's l1: 28.4422
[13] valid_0's poisson: -83.0907 valid_0's l1: 28.3669
[14] valid_0's poisson: -83.2807 valid_0's l1: 28.2929
[15] valid_0's poisson: -83.4703 valid_0's l1: 28.2183
[16] valid_0's poisson: -83.6578 valid_0's l1: 28.1443
[17] valid_0's poisson: -83.8427 valid_0's l1: 28.0707
[18] valid_0's poisson: -84.0242 valid_0's l1: 27.9976
[19] valid_0's poisson: -84.203 valid_0's l1: 27.9252
[20] valid_0's poisson: -84.3794 valid_0's l1: 27.8531
[21] valid_0's poisson: -84.5609 valid_0's l1: 27.7789
[22] valid_0's poisson: -84.7405 valid_0's l1: 27.7051
[23] valid_0's poisson: -84.9176 valid_0's l1: 27.6318
[24] valid_0's poisson: -85.0958 valid_0's l1: 27.5582
[25] valid_0's poisson: -85.2665 valid_0's l1: 27.4867
[26] valid_0's poisson: -85.4298 valid_0's l1: 27.4177
[27] valid_0's poisson: -85.614 valid_0's l1: 27.3448
[28] valid_0's poisson: -85.7975 valid_0's l1: 27.2715
[29] valid_0's poisson: -85.9783 valid_0's l1: 27.1986
[30] valid_0's poisson: -86.1558 valid_0's l1: 27.1263
[31] valid_0's poisson: -86.3184 valid_0's l1: 27.0552
[32] valid_0's poisson: -86.4724 valid_0's l1: 26.9864
[33] valid_0's poisson: -86.6308 valid_0's l1: 26.916
[34] valid_0's poisson: -86.7871 valid_0's l1: 26.8459
[35] valid_0's poisson: -86.936 valid_0's l1: 26.7781
[36] valid_0's poisson: -87.0738 valid_0's l1: 26.7145
[37] valid_0's poisson: -87.2098 valid_0's l1: 26.6512
[38] valid_0's poisson: -87.3711 valid_0's l1: 26.5817
[39] valid_0's poisson: -87.5201 valid_0's l1: 26.5139
[40] valid_0's poisson: -87.6778 valid_0's l1: 26.4451
[41] valid_0's poisson: -87.811 valid_0's l1: 26.3812
[42] valid_0's poisson: -87.9419 valid_0's l1: 26.3184
[43] valid_0's poisson: -88.0938 valid_0's l1: 26.251
[44] valid_0's poisson: -88.2447 valid_0's l1: 26.1832
[45] valid_0's poisson: -88.3925 valid_0's l1: 26.1163
[46] valid_0's poisson: -88.5141 valid_0's l1: 26.0561
[47] valid_0's poisson: -88.6467 valid_0's l1: 25.9924
[48] valid_0's poisson: -88.7691 valid_0's l1: 25.9314
[49] valid_0's poisson: -88.8998 valid_0's l1: 25.8675
[50] valid_0's poisson: -89.0289 valid_0's l1: 25.804
[51] valid_0's poisson: -89.1565 valid_0's l1: 25.7407
[52] valid_0's poisson: -89.294 valid_0's l1: 25.6756
[53] valid_0's poisson: -89.415 valid_0's l1: 25.6147
[54] valid_0's poisson: -89.5495 valid_0's l1: 25.5501
[55] valid_0's poisson: -89.6823 valid_0's l1: 25.4856
[56] valid_0's poisson: -89.7989 valid_0's l1: 25.4252
[57] valid_0's poisson: -89.9274 valid_0's l1: 25.3621
[58] valid_0's poisson: -90.0444 valid_0's l1: 25.302
[59] valid_0's poisson: -90.1583 valid_0's l1: 25.2437
[60] valid_0's poisson: -90.2708 valid_0's l1: 25.1857
[61] valid_0's poisson: -90.3816 valid_0's l1: 25.1282
[62] valid_0's poisson: -90.4911 valid_0's l1: 25.0709
[63] valid_0's poisson: -90.5994 valid_0's l1: 25.0139
[64] valid_0's poisson: -90.7065 valid_0's l1: 24.9575
[65] valid_0's poisson: -90.8124 valid_0's l1: 24.9012
[66] valid_0's poisson: -90.917 valid_0's l1: 24.8453
[67] valid_0's poisson: -91.032 valid_0's l1: 24.7855
[68] valid_0's poisson: -91.1372 valid_0's l1: 24.7293
[69] valid_0's poisson: -91.2413 valid_0's l1: 24.6734
[70] valid_0's poisson: -91.3418 valid_0's l1: 24.6183
[71] valid_0's poisson: -91.441 valid_0's l1: 24.5639
[72] valid_0's poisson: -91.5553 valid_0's l1: 24.5054
[73] valid_0's poisson: -91.669 valid_0's l1: 24.4465
[74] valid_0's poisson: -91.7805 valid_0's l1: 24.3885
[75] valid_0's poisson: -91.8858 valid_0's l1: 24.3313
[76] valid_0's poisson: -91.9889 valid_0's l1: 24.2748
[77] valid_0's poisson: -92.0915 valid_0's l1: 24.2185
[78] valid_0's poisson: -92.193 valid_0's l1: 24.1626
[79] valid_0's poisson: -92.2927 valid_0's l1: 24.1071
[80] valid_0's poisson: -92.3922 valid_0's l1: 24.0513
[81] valid_0's poisson: -92.4906 valid_0's l1: 23.996
[82] valid_0's poisson: -92.587 valid_0's l1: 23.9413
[83] valid_0's poisson: -92.6861 valid_0's l1: 23.8861
[84] valid_0's poisson: -92.7823 valid_0's l1: 23.8321
[85] valid_0's poisson: -92.9256 valid_0's l1: 23.7714
[86] valid_0's poisson: -93.0223 valid_0's l1: 23.7165
[87] valid_0's poisson: -93.1135 valid_0's l1: 23.6635
[88] valid_0's poisson: -93.2054 valid_0's l1: 23.61
[89] valid_0's poisson: -93.2958 valid_0's l1: 23.5574
[90] valid_0's poisson: -93.3841 valid_0's l1: 23.5052
[91] valid_0's poisson: -93.4712 valid_0's l1: 23.4535
[92] valid_0's poisson: -93.567 valid_0's l1: 23.4001
[93] valid_0's poisson: -93.6576 valid_0's l1: 23.3479
[94] valid_0's poisson: -93.7465 valid_0's l1: 23.296
[95] valid_0's poisson: -93.8395 valid_0's l1: 23.2432
[96] valid_0's poisson: -93.9854 valid_0's l1: 23.1809
[97] valid_0's poisson: -94.1288 valid_0's l1: 23.1191
[98] valid_0's poisson: -94.2129 valid_0's l1: 23.0695
[99] valid_0's poisson: -94.2996 valid_0's l1: 23.0183
[100] valid_0's poisson: -94.3819 valid_0's l1: 22.9689
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.607 valid_0's l1: 29.2775
[2] valid_0's poisson: -80.8279 valid_0's l1: 29.1996
[3] valid_0's poisson: -81.0455 valid_0's l1: 29.122
[4] valid_0's poisson: -81.2598 valid_0's l1: 29.0447
[5] valid_0's poisson: -81.471 valid_0's l1: 28.9677
[6] valid_0's poisson: -81.679 valid_0's l1: 28.891
[7] valid_0's poisson: -81.884 valid_0's l1: 28.8147
[8] valid_0's poisson: -82.0949 valid_0's l1: 28.7375
[9] valid_0's poisson: -82.3026 valid_0's l1: 28.6608
[10] valid_0's poisson: -82.5072 valid_0's l1: 28.5842
[11] valid_0's poisson: -82.7088 valid_0's l1: 28.5078
[12] valid_0's poisson: -82.9074 valid_0's l1: 28.4317
[13] valid_0's poisson: -83.1029 valid_0's l1: 28.3563
[14] valid_0's poisson: -83.2957 valid_0's l1: 28.2809
[15] valid_0's poisson: -83.4865 valid_0's l1: 28.2057
[16] valid_0's poisson: -83.6746 valid_0's l1: 28.131
[17] valid_0's poisson: -83.8634 valid_0's l1: 28.0563
[18] valid_0's poisson: -84.0496 valid_0's l1: 27.982
[19] valid_0's poisson: -84.2332 valid_0's l1: 27.9081
[20] valid_0's poisson: -84.3991 valid_0's l1: 27.8391
[21] valid_0's poisson: -84.5799 valid_0's l1: 27.7652
[22] valid_0's poisson: -84.7583 valid_0's l1: 27.6918
[23] valid_0's poisson: -84.932 valid_0's l1: 27.6198
[24] valid_0's poisson: -85.1077 valid_0's l1: 27.5474
[25] valid_0's poisson: -85.2825 valid_0's l1: 27.4753
[26] valid_0's poisson: -85.4549 valid_0's l1: 27.4034
[27] valid_0's poisson: -85.6134 valid_0's l1: 27.3343
[28] valid_0's poisson: -85.7806 valid_0's l1: 27.2631
[29] valid_0's poisson: -85.9439 valid_0's l1: 27.1928
[30] valid_0's poisson: -86.1126 valid_0's l1: 27.121
[31] valid_0's poisson: -86.2782 valid_0's l1: 27.0498
[32] valid_0's poisson: -86.4324 valid_0's l1: 26.9813
[33] valid_0's poisson: -86.5845 valid_0's l1: 26.9133
[34] valid_0's poisson: -86.7357 valid_0's l1: 26.8454
[35] valid_0's poisson: -86.8897 valid_0's l1: 26.7767
[36] valid_0's poisson: -87.0382 valid_0's l1: 26.7101
[37] valid_0's poisson: -87.1854 valid_0's l1: 26.6429
[38] valid_0's poisson: -87.3341 valid_0's l1: 26.5753
[39] valid_0's poisson: -87.4697 valid_0's l1: 26.5108
[40] valid_0's poisson: -87.6109 valid_0's l1: 26.4457
[41] valid_0's poisson: -87.7502 valid_0's l1: 26.381
[42] valid_0's poisson: -87.8906 valid_0's l1: 26.3156
[43] valid_0's poisson: -88.0304 valid_0's l1: 26.2499
[44] valid_0's poisson: -88.1687 valid_0's l1: 26.1845
[45] valid_0's poisson: -88.3051 valid_0's l1: 26.1195
[46] valid_0's poisson: -88.4398 valid_0's l1: 26.0548
[47] valid_0's poisson: -88.5721 valid_0's l1: 25.9909
[48] valid_0's poisson: -88.6968 valid_0's l1: 25.9299
[49] valid_0's poisson: -88.8246 valid_0's l1: 25.8679
[50] valid_0's poisson: -88.9459 valid_0's l1: 25.8075
[51] valid_0's poisson: -89.071 valid_0's l1: 25.7457
[52] valid_0's poisson: -89.1897 valid_0's l1: 25.6857
[53] valid_0's poisson: -89.3118 valid_0's l1: 25.6248
[54] valid_0's poisson: -89.4276 valid_0's l1: 25.5658
[55] valid_0's poisson: -89.5483 valid_0's l1: 25.505
[56] valid_0's poisson: -89.663 valid_0's l1: 25.4462
[57] valid_0's poisson: -89.7796 valid_0's l1: 25.3866
[58] valid_0's poisson: -89.8922 valid_0's l1: 25.3279
[59] valid_0's poisson: -90.0064 valid_0's l1: 25.269
[60] valid_0's poisson: -90.12 valid_0's l1: 25.2105
[61] valid_0's poisson: -90.2323 valid_0's l1: 25.1523
[62] valid_0's poisson: -90.3456 valid_0's l1: 25.0942
[63] valid_0's poisson: -90.4548 valid_0's l1: 25.0376
[64] valid_0's poisson: -90.5657 valid_0's l1: 24.9795
[65] valid_0's poisson: -90.6754 valid_0's l1: 24.9219
[66] valid_0's poisson: -90.7838 valid_0's l1: 24.8648
[67] valid_0's poisson: -90.8919 valid_0's l1: 24.8082
[68] valid_0's poisson: -90.9956 valid_0's l1: 24.7522
[69] valid_0's poisson: -91.0993 valid_0's l1: 24.6966
[70] valid_0's poisson: -91.2016 valid_0's l1: 24.6413
[71] valid_0's poisson: -91.2996 valid_0's l1: 24.5876
[72] valid_0's poisson: -91.4069 valid_0's l1: 24.531
[73] valid_0's poisson: -91.513 valid_0's l1: 24.4745
[74] valid_0's poisson: -91.622 valid_0's l1: 24.4175
[75] valid_0's poisson: -91.7295 valid_0's l1: 24.3607
[76] valid_0's poisson: -91.8342 valid_0's l1: 24.3053
[77] valid_0's poisson: -91.9376 valid_0's l1: 24.2501
[78] valid_0's poisson: -92.0399 valid_0's l1: 24.1956
[79] valid_0's poisson: -92.1426 valid_0's l1: 24.1408
[80] valid_0's poisson: -92.239 valid_0's l1: 24.0884
[81] valid_0's poisson: -92.3396 valid_0's l1: 24.0339
[82] valid_0's poisson: -92.4293 valid_0's l1: 23.9817
[83] valid_0's poisson: -92.5265 valid_0's l1: 23.9287
[84] valid_0's poisson: -92.6194 valid_0's l1: 23.8773
[85] valid_0's poisson: -92.7115 valid_0's l1: 23.8259
[86] valid_0's poisson: -92.8193 valid_0's l1: 23.7705
[87] valid_0's poisson: -92.9087 valid_0's l1: 23.7196
[88] valid_0's poisson: -93.0109 valid_0's l1: 23.6651
[89] valid_0's poisson: -93.0904 valid_0's l1: 23.6178
[90] valid_0's poisson: -93.1877 valid_0's l1: 23.5657
[91] valid_0's poisson: -93.2834 valid_0's l1: 23.5132
[92] valid_0's poisson: -93.3779 valid_0's l1: 23.4609
[93] valid_0's poisson: -93.4622 valid_0's l1: 23.4108
[94] valid_0's poisson: -93.5625 valid_0's l1: 23.3562
[95] valid_0's poisson: -93.6451 valid_0's l1: 23.3064
[96] valid_0's poisson: -93.7269 valid_0's l1: 23.2571
[97] valid_0's poisson: -93.8022 valid_0's l1: 23.2112
[98] valid_0's poisson: -93.8768 valid_0's l1: 23.1656
[99] valid_0's poisson: -94.0114 valid_0's l1: 23.1063
[100] valid_0's poisson: -94.1437 valid_0's l1: 23.0474
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1773 valid_0's l1: 29.0752
[2] valid_0's poisson: -81.9282 valid_0's l1: 28.7987
[3] valid_0's poisson: -82.6383 valid_0's l1: 28.5274
[4] valid_0's poisson: -83.311 valid_0's l1: 28.2621
[5] valid_0's poisson: -83.9783 valid_0's l1: 27.9948
[6] valid_0's poisson: -84.6335 valid_0's l1: 27.7303
[7] valid_0's poisson: -85.2544 valid_0's l1: 27.4719
[8] valid_0's poisson: -85.8391 valid_0's l1: 27.2195
[9] valid_0's poisson: -86.3945 valid_0's l1: 26.9736
[10] valid_0's poisson: -86.9287 valid_0's l1: 26.7327
[11] valid_0's poisson: -87.4363 valid_0's l1: 26.4947
[12] valid_0's poisson: -87.9436 valid_0's l1: 26.2557
[13] valid_0's poisson: -88.4262 valid_0's l1: 26.0233
[14] valid_0's poisson: -88.8674 valid_0's l1: 25.8019
[15] valid_0's poisson: -89.2835 valid_0's l1: 25.5928
[16] valid_0's poisson: -89.6825 valid_0's l1: 25.3867
[17] valid_0's poisson: -90.0585 valid_0's l1: 25.1849
[18] valid_0's poisson: -90.419 valid_0's l1: 24.986
[19] valid_0's poisson: -90.8188 valid_0's l1: 24.7771
[20] valid_0's poisson: -91.1518 valid_0's l1: 24.589
[21] valid_0's poisson: -91.4861 valid_0's l1: 24.4013
[22] valid_0's poisson: -91.8408 valid_0's l1: 24.2088
[23] valid_0's poisson: -92.148 valid_0's l1: 24.0308
[24] valid_0's poisson: -92.4542 valid_0's l1: 23.854
[25] valid_0's poisson: -92.7387 valid_0's l1: 23.6838
[26] valid_0's poisson: -93.0145 valid_0's l1: 23.5196
[27] valid_0's poisson: -93.2912 valid_0's l1: 23.3585
[28] valid_0's poisson: -93.5466 valid_0's l1: 23.2013
[29] valid_0's poisson: -93.8475 valid_0's l1: 23.0301
[30] valid_0's poisson: -94.112 valid_0's l1: 22.8717
[31] valid_0's poisson: -94.3392 valid_0's l1: 22.7307
[32] valid_0's poisson: -94.6138 valid_0's l1: 22.5726
[33] valid_0's poisson: -94.8763 valid_0's l1: 22.4184
[34] valid_0's poisson: -95.1115 valid_0's l1: 22.2736
[35] valid_0's poisson: -95.318 valid_0's l1: 22.1408
[36] valid_0's poisson: -95.557 valid_0's l1: 21.9941
[37] valid_0's poisson: -95.7847 valid_0's l1: 21.8529
[38] valid_0's poisson: -96.1498 valid_0's l1: 21.6919
[39] valid_0's poisson: -96.3419 valid_0's l1: 21.5658
[40] valid_0's poisson: -96.6954 valid_0's l1: 21.4039
[41] valid_0's poisson: -97.0897 valid_0's l1: 21.2214
[42] valid_0's poisson: -97.4491 valid_0's l1: 21.0454
[43] valid_0's poisson: -97.7659 valid_0's l1: 20.8796
[44] valid_0's poisson: -98.0581 valid_0's l1: 20.7238
[45] valid_0's poisson: -98.3087 valid_0's l1: 20.5801
[46] valid_0's poisson: -98.5877 valid_0's l1: 20.4227
[47] valid_0's poisson: -98.8797 valid_0's l1: 20.2618
[48] valid_0's poisson: -99.1462 valid_0's l1: 20.1082
[49] valid_0's poisson: -99.4154 valid_0's l1: 19.9627
[50] valid_0's poisson: -99.6769 valid_0's l1: 19.8093
[51] valid_0's poisson: -99.891 valid_0's l1: 19.6825
[52] valid_0's poisson: -100.127 valid_0's l1: 19.5369
[53] valid_0's poisson: -100.352 valid_0's l1: 19.4031
[54] valid_0's poisson: -100.565 valid_0's l1: 19.2642
[55] valid_0's poisson: -100.749 valid_0's l1: 19.1348
[56] valid_0's poisson: -100.925 valid_0's l1: 19.0082
[57] valid_0's poisson: -101.092 valid_0's l1: 18.8974
[58] valid_0's poisson: -101.279 valid_0's l1: 18.767
[59] valid_0's poisson: -101.373 valid_0's l1: 18.6838
[60] valid_0's poisson: -101.524 valid_0's l1: 18.5804
[61] valid_0's poisson: -101.613 valid_0's l1: 18.5022
[62] valid_0's poisson: -101.781 valid_0's l1: 18.3812
[63] valid_0's poisson: -101.87 valid_0's l1: 18.3063
[64] valid_0's poisson: -101.999 valid_0's l1: 18.207
[65] valid_0's poisson: -102.086 valid_0's l1: 18.1247
[66] valid_0's poisson: -102.159 valid_0's l1: 18.0543
[67] valid_0's poisson: -102.223 valid_0's l1: 17.9934
[68] valid_0's poisson: -102.293 valid_0's l1: 17.9288
[69] valid_0's poisson: -102.375 valid_0's l1: 17.8549
[70] valid_0's poisson: -102.528 valid_0's l1: 17.7389
[71] valid_0's poisson: -102.683 valid_0's l1: 17.6296
[72] valid_0's poisson: -102.819 valid_0's l1: 17.5279
[73] valid_0's poisson: -102.956 valid_0's l1: 17.42
[74] valid_0's poisson: -103.103 valid_0's l1: 17.3103
[75] valid_0's poisson: -103.213 valid_0's l1: 17.2162
[76] valid_0's poisson: -103.319 valid_0's l1: 17.1254
[77] valid_0's poisson: -103.377 valid_0's l1: 17.069
[78] valid_0's poisson: -103.478 valid_0's l1: 16.9815
[79] valid_0's poisson: -103.603 valid_0's l1: 16.885
[80] valid_0's poisson: -103.696 valid_0's l1: 16.8056
[81] valid_0's poisson: -103.786 valid_0's l1: 16.7319
[82] valid_0's poisson: -103.903 valid_0's l1: 16.6413
[83] valid_0's poisson: -104.015 valid_0's l1: 16.5488
[84] valid_0's poisson: -104.115 valid_0's l1: 16.4609
[85] valid_0's poisson: -104.199 valid_0's l1: 16.3816
[86] valid_0's poisson: -104.275 valid_0's l1: 16.315
[87] valid_0's poisson: -104.321 valid_0's l1: 16.2683
[88] valid_0's poisson: -104.369 valid_0's l1: 16.2193
[89] valid_0's poisson: -104.449 valid_0's l1: 16.1425
[90] valid_0's poisson: -104.525 valid_0's l1: 16.0689
[91] valid_0's poisson: -104.585 valid_0's l1: 16.0144
[92] valid_0's poisson: -104.649 valid_0's l1: 15.9567
[93] valid_0's poisson: -104.721 valid_0's l1: 15.8936
[94] valid_0's poisson: -104.76 valid_0's l1: 15.8502
[95] valid_0's poisson: -104.842 valid_0's l1: 15.7726
[96] valid_0's poisson: -104.911 valid_0's l1: 15.706
[97] valid_0's poisson: -104.972 valid_0's l1: 15.6415
[98] valid_0's poisson: -105.009 valid_0's l1: 15.6022
[99] valid_0's poisson: -105.046 valid_0's l1: 15.561
[100] valid_0's poisson: -105.102 valid_0's l1: 15.5076
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1962 valid_0's l1: 29.0685
[2] valid_0's poisson: -81.944 valid_0's l1: 28.7908
[3] valid_0's poisson: -82.6682 valid_0's l1: 28.5145
[4] valid_0's poisson: -83.3562 valid_0's l1: 28.242
[5] valid_0's poisson: -84.046 valid_0's l1: 27.9678
[6] valid_0's poisson: -84.6657 valid_0's l1: 27.7097
[7] valid_0's poisson: -85.2868 valid_0's l1: 27.45
[8] valid_0's poisson: -85.876 valid_0's l1: 27.1963
[9] valid_0's poisson: -86.4356 valid_0's l1: 26.9495
[10] valid_0's poisson: -86.9721 valid_0's l1: 26.709
[11] valid_0's poisson: -87.508 valid_0's l1: 26.4666
[12] valid_0's poisson: -88.0175 valid_0's l1: 26.2287
[13] valid_0's poisson: -88.5025 valid_0's l1: 25.9957
[14] valid_0's poisson: -88.9649 valid_0's l1: 25.7684
[15] valid_0's poisson: -89.4211 valid_0's l1: 25.5436
[16] valid_0's poisson: -89.8174 valid_0's l1: 25.3331
[17] valid_0's poisson: -90.2216 valid_0's l1: 25.1227
[18] valid_0's poisson: -90.5851 valid_0's l1: 24.9236
[19] valid_0's poisson: -90.9327 valid_0's l1: 24.7287
[20] valid_0's poisson: -91.2762 valid_0's l1: 24.5361
[21] valid_0's poisson: -91.623 valid_0's l1: 24.3456
[22] valid_0's poisson: -91.9386 valid_0's l1: 24.1634
[23] valid_0's poisson: -92.2416 valid_0's l1: 23.9857
[24] valid_0's poisson: -92.5325 valid_0's l1: 23.8131
[25] valid_0's poisson: -92.8231 valid_0's l1: 23.644
[26] valid_0's poisson: -93.1436 valid_0's l1: 23.4664
[27] valid_0's poisson: -93.4299 valid_0's l1: 23.3026
[28] valid_0's poisson: -93.7329 valid_0's l1: 23.1307
[29] valid_0's poisson: -93.9794 valid_0's l1: 22.976
[30] valid_0's poisson: -94.2166 valid_0's l1: 22.8257
[31] valid_0's poisson: -94.4664 valid_0's l1: 22.6734
[32] valid_0's poisson: -94.7355 valid_0's l1: 22.5164
[33] valid_0's poisson: -94.9976 valid_0's l1: 22.3652
[34] valid_0's poisson: -95.2514 valid_0's l1: 22.2105
[35] valid_0's poisson: -95.4697 valid_0's l1: 22.0725
[36] valid_0's poisson: -95.881 valid_0's l1: 21.892
[37] valid_0's poisson: -96.1089 valid_0's l1: 21.7484
[38] valid_0's poisson: -96.317 valid_0's l1: 21.6119
[39] valid_0's poisson: -96.6817 valid_0's l1: 21.4434
[40] valid_0's poisson: -97.0191 valid_0's l1: 21.2799
[41] valid_0's poisson: -97.3495 valid_0's l1: 21.117
[42] valid_0's poisson: -97.5084 valid_0's l1: 20.9969
[43] valid_0's poisson: -97.7919 valid_0's l1: 20.8391
[44] valid_0's poisson: -98.1064 valid_0's l1: 20.6691
[45] valid_0's poisson: -98.403 valid_0's l1: 20.5042
[46] valid_0's poisson: -98.708 valid_0's l1: 20.3352
[47] valid_0's poisson: -98.964 valid_0's l1: 20.1886
[48] valid_0's poisson: -99.2075 valid_0's l1: 20.055
[49] valid_0's poisson: -99.3409 valid_0's l1: 19.9526
[50] valid_0's poisson: -99.5933 valid_0's l1: 19.8009
[51] valid_0's poisson: -99.7115 valid_0's l1: 19.7046
[52] valid_0's poisson: -99.825 valid_0's l1: 19.6117
[53] valid_0's poisson: -99.998 valid_0's l1: 19.4991
[54] valid_0's poisson: -100.207 valid_0's l1: 19.3618
[55] valid_0's poisson: -100.406 valid_0's l1: 19.2282
[56] valid_0's poisson: -100.595 valid_0's l1: 19.0971
[57] valid_0's poisson: -100.776 valid_0's l1: 18.9697
[58] valid_0's poisson: -100.949 valid_0's l1: 18.8582
[59] valid_0's poisson: -101.117 valid_0's l1: 18.7357
[60] valid_0's poisson: -101.285 valid_0's l1: 18.6126
[61] valid_0's poisson: -101.439 valid_0's l1: 18.5072
[62] valid_0's poisson: -101.628 valid_0's l1: 18.371
[63] valid_0's poisson: -101.707 valid_0's l1: 18.299
[64] valid_0's poisson: -101.792 valid_0's l1: 18.2224
[65] valid_0's poisson: -101.972 valid_0's l1: 18.0916
[66] valid_0's poisson: -102.141 valid_0's l1: 17.9675
[67] valid_0's poisson: -102.229 valid_0's l1: 17.8861
[68] valid_0's poisson: -102.359 valid_0's l1: 17.7946
[69] valid_0's poisson: -102.488 valid_0's l1: 17.7018
[70] valid_0's poisson: -102.639 valid_0's l1: 17.5844
[71] valid_0's poisson: -102.71 valid_0's l1: 17.5186
[72] valid_0's poisson: -102.774 valid_0's l1: 17.4568
[73] valid_0's poisson: -102.918 valid_0's l1: 17.3429
[74] valid_0's poisson: -103.032 valid_0's l1: 17.245
[75] valid_0's poisson: -103.09 valid_0's l1: 17.1864
[76] valid_0's poisson: -103.198 valid_0's l1: 17.0933
[77] valid_0's poisson: -103.343 valid_0's l1: 16.9872
[78] valid_0's poisson: -103.4 valid_0's l1: 16.931
[79] valid_0's poisson: -103.499 valid_0's l1: 16.8431
[80] valid_0's poisson: -103.555 valid_0's l1: 16.7871
[81] valid_0's poisson: -103.609 valid_0's l1: 16.7339
[82] valid_0's poisson: -103.698 valid_0's l1: 16.6627
[83] valid_0's poisson: -103.748 valid_0's l1: 16.6093
[84] valid_0's poisson: -103.796 valid_0's l1: 16.5578
[85] valid_0's poisson: -103.908 valid_0's l1: 16.4646
[86] valid_0's poisson: -103.99 valid_0's l1: 16.3966
[87] valid_0's poisson: -104.036 valid_0's l1: 16.3468
[88] valid_0's poisson: -104.08 valid_0's l1: 16.3012
[89] valid_0's poisson: -104.144 valid_0's l1: 16.2416
[90] valid_0's poisson: -104.19 valid_0's l1: 16.1969
[91] valid_0's poisson: -104.26 valid_0's l1: 16.1327
[92] valid_0's poisson: -104.301 valid_0's l1: 16.0871
[93] valid_0's poisson: -104.383 valid_0's l1: 16.0214
[94] valid_0's poisson: -104.476 valid_0's l1: 15.94
[95] valid_0's poisson: -104.524 valid_0's l1: 15.894
[96] valid_0's poisson: -104.591 valid_0's l1: 15.8337
[97] valid_0's poisson: -104.635 valid_0's l1: 15.7936
[98] valid_0's poisson: -104.672 valid_0's l1: 15.753
[99] valid_0's poisson: -104.735 valid_0's l1: 15.7027
[100] valid_0's poisson: -104.773 valid_0's l1: 15.6658
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.199 valid_0's l1: 29.0688
[2] valid_0's poisson: -81.9678 valid_0's l1: 28.7879
[3] valid_0's poisson: -82.6941 valid_0's l1: 28.5122
[4] valid_0's poisson: -83.3827 valid_0's l1: 28.2414
[5] valid_0's poisson: -84.0446 valid_0's l1: 27.9757
[6] valid_0's poisson: -84.6731 valid_0's l1: 27.7151
[7] valid_0's poisson: -85.2999 valid_0's l1: 27.4534
[8] valid_0's poisson: -85.9006 valid_0's l1: 27.196
[9] valid_0's poisson: -86.469 valid_0's l1: 26.9469
[10] valid_0's poisson: -87.0111 valid_0's l1: 26.7003
[11] valid_0's poisson: -87.5247 valid_0's l1: 26.4613
[12] valid_0's poisson: -88.0265 valid_0's l1: 26.2259
[13] valid_0's poisson: -88.5263 valid_0's l1: 25.9901
[14] valid_0's poisson: -88.9808 valid_0's l1: 25.7676
[15] valid_0's poisson: -89.4146 valid_0's l1: 25.5502
[16] valid_0's poisson: -89.8099 valid_0's l1: 25.3393
[17] valid_0's poisson: -90.2322 valid_0's l1: 25.1247
[18] valid_0's poisson: -90.5941 valid_0's l1: 24.9257
[19] valid_0's poisson: -90.9516 valid_0's l1: 24.7303
[20] valid_0's poisson: -91.2939 valid_0's l1: 24.5393
[21] valid_0's poisson: -91.6372 valid_0's l1: 24.3501
[22] valid_0's poisson: -91.9529 valid_0's l1: 24.1705
[23] valid_0's poisson: -92.2581 valid_0's l1: 23.995
[24] valid_0's poisson: -92.5485 valid_0's l1: 23.8235
[25] valid_0's poisson: -92.838 valid_0's l1: 23.6548
[26] valid_0's poisson: -93.0998 valid_0's l1: 23.4948
[27] valid_0's poisson: -93.3688 valid_0's l1: 23.3357
[28] valid_0's poisson: -93.6732 valid_0's l1: 23.1635
[29] valid_0's poisson: -93.9554 valid_0's l1: 23.0025
[30] valid_0's poisson: -94.2212 valid_0's l1: 22.8448
[31] valid_0's poisson: -94.5086 valid_0's l1: 22.6784
[32] valid_0's poisson: -94.738 valid_0's l1: 22.5368
[33] valid_0's poisson: -95.2547 valid_0's l1: 22.3232
[34] valid_0's poisson: -95.7306 valid_0's l1: 22.1166
[35] valid_0's poisson: -96.1763 valid_0's l1: 21.9143
[36] valid_0's poisson: -96.4048 valid_0's l1: 21.77
[37] valid_0's poisson: -96.8061 valid_0's l1: 21.5784
[38] valid_0's poisson: -97.0141 valid_0's l1: 21.442
[39] valid_0's poisson: -97.382 valid_0's l1: 21.2556
[40] valid_0's poisson: -97.7278 valid_0's l1: 21.0739
[41] valid_0's poisson: -98.0088 valid_0's l1: 20.9144
[42] valid_0's poisson: -98.1506 valid_0's l1: 20.8068
[43] valid_0's poisson: -98.2955 valid_0's l1: 20.6917
[44] valid_0's poisson: -98.5953 valid_0's l1: 20.5245
[45] valid_0's poisson: -98.7369 valid_0's l1: 20.413
[46] valid_0's poisson: -99.0346 valid_0's l1: 20.2477
[47] valid_0's poisson: -99.262 valid_0's l1: 20.1051
[48] valid_0's poisson: -99.4948 valid_0's l1: 19.9692
[49] valid_0's poisson: -99.7404 valid_0's l1: 19.8193
[50] valid_0's poisson: -99.9735 valid_0's l1: 19.6717
[51] valid_0's poisson: -100.179 valid_0's l1: 19.5431
[52] valid_0's poisson: -100.401 valid_0's l1: 19.3972
[53] valid_0's poisson: -100.618 valid_0's l1: 19.2566
[54] valid_0's poisson: -100.798 valid_0's l1: 19.1375
[55] valid_0's poisson: -101.008 valid_0's l1: 18.9944
[56] valid_0's poisson: -101.101 valid_0's l1: 18.9081
[57] valid_0's poisson: -101.202 valid_0's l1: 18.8194
[58] valid_0's poisson: -101.398 valid_0's l1: 18.6807
[59] valid_0's poisson: -101.593 valid_0's l1: 18.5382
[60] valid_0's poisson: -101.779 valid_0's l1: 18.3998
[61] valid_0's poisson: -101.957 valid_0's l1: 18.2653
[62] valid_0's poisson: -102.141 valid_0's l1: 18.1373
[63] valid_0's poisson: -102.304 valid_0's l1: 18.0104
[64] valid_0's poisson: -102.447 valid_0's l1: 17.8932
[65] valid_0's poisson: -102.518 valid_0's l1: 17.827
[66] valid_0's poisson: -102.643 valid_0's l1: 17.7325
[67] valid_0's poisson: -102.787 valid_0's l1: 17.6179
[68] valid_0's poisson: -102.926 valid_0's l1: 17.5073
[69] valid_0's poisson: -103.043 valid_0's l1: 17.407
[70] valid_0's poisson: -103.157 valid_0's l1: 17.3096
[71] valid_0's poisson: -103.294 valid_0's l1: 17.2058
[72] valid_0's poisson: -103.375 valid_0's l1: 17.1283
[73] valid_0's poisson: -103.504 valid_0's l1: 17.029
[74] valid_0's poisson: -103.608 valid_0's l1: 16.9353
[75] valid_0's poisson: -103.666 valid_0's l1: 16.876
[76] valid_0's poisson: -103.733 valid_0's l1: 16.8115
[77] valid_0's poisson: -103.849 valid_0's l1: 16.7195
[78] valid_0's poisson: -103.959 valid_0's l1: 16.6227
[79] valid_0's poisson: -104.063 valid_0's l1: 16.5293
[80] valid_0's poisson: -104.169 valid_0's l1: 16.4425
[81] valid_0's poisson: -104.248 valid_0's l1: 16.3743
[82] valid_0's poisson: -104.329 valid_0's l1: 16.2949
[83] valid_0's poisson: -104.41 valid_0's l1: 16.2155
[84] valid_0's poisson: -104.468 valid_0's l1: 16.1583
[85] valid_0's poisson: -104.517 valid_0's l1: 16.1073
[86] valid_0's poisson: -104.573 valid_0's l1: 16.0484
[87] valid_0's poisson: -104.642 valid_0's l1: 15.9855
[88] valid_0's poisson: -104.709 valid_0's l1: 15.9227
[89] valid_0's poisson: -104.752 valid_0's l1: 15.8758
[90] valid_0's poisson: -104.794 valid_0's l1: 15.8287
[91] valid_0's poisson: -104.851 valid_0's l1: 15.7735
[92] valid_0's poisson: -104.933 valid_0's l1: 15.6988
[93] valid_0's poisson: -104.973 valid_0's l1: 15.6553
[94] valid_0's poisson: -105.045 valid_0's l1: 15.5838
[95] valid_0's poisson: -105.119 valid_0's l1: 15.5092
[96] valid_0's poisson: -105.191 valid_0's l1: 15.4351
[97] valid_0's poisson: -105.243 valid_0's l1: 15.3844
[98] valid_0's poisson: -105.313 valid_0's l1: 15.3123
[99] valid_0's poisson: -105.369 valid_0's l1: 15.2561
[100] valid_0's poisson: -105.423 valid_0's l1: 15.2026
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1798 valid_0's l1: 29.0739
[2] valid_0's poisson: -81.9565 valid_0's l1: 28.793
[3] valid_0's poisson: -82.6852 valid_0's l1: 28.5179
[4] valid_0's poisson: -83.3797 valid_0's l1: 28.2469
[5] valid_0's poisson: -84.0371 valid_0's l1: 27.9816
[6] valid_0's poisson: -84.7084 valid_0's l1: 27.7111
[7] valid_0's poisson: -85.3272 valid_0's l1: 27.4513
[8] valid_0's poisson: -85.9088 valid_0's l1: 27.1997
[9] valid_0's poisson: -86.4638 valid_0's l1: 26.952
[10] valid_0's poisson: -87.0154 valid_0's l1: 26.706
[11] valid_0's poisson: -87.525 valid_0's l1: 26.4666
[12] valid_0's poisson: -88.0266 valid_0's l1: 26.2286
[13] valid_0's poisson: -88.5242 valid_0's l1: 25.9918
[14] valid_0's poisson: -88.9791 valid_0's l1: 25.7663
[15] valid_0's poisson: -89.4112 valid_0's l1: 25.5486
[16] valid_0's poisson: -89.8175 valid_0's l1: 25.3341
[17] valid_0's poisson: -90.2026 valid_0's l1: 25.129
[18] valid_0's poisson: -90.5878 valid_0's l1: 24.9245
[19] valid_0's poisson: -90.9459 valid_0's l1: 24.7287
[20] valid_0's poisson: -91.2881 valid_0's l1: 24.5401
[21] valid_0's poisson: -91.6178 valid_0's l1: 24.3544
[22] valid_0's poisson: -91.9209 valid_0's l1: 24.1755
[23] valid_0's poisson: -92.2505 valid_0's l1: 23.9904
[24] valid_0's poisson: -92.534 valid_0's l1: 23.8181
[25] valid_0's poisson: -92.8539 valid_0's l1: 23.637
[26] valid_0's poisson: -93.1658 valid_0's l1: 23.4614
[27] valid_0's poisson: -93.4269 valid_0's l1: 23.3006
[28] valid_0's poisson: -93.7321 valid_0's l1: 23.1302
[29] valid_0's poisson: -93.9712 valid_0's l1: 22.9786
[30] valid_0's poisson: -94.2021 valid_0's l1: 22.8316
[31] valid_0's poisson: -94.4738 valid_0's l1: 22.6725
[32] valid_0's poisson: -94.7333 valid_0's l1: 22.5183
[33] valid_0's poisson: -94.987 valid_0's l1: 22.367
[34] valid_0's poisson: -95.2302 valid_0's l1: 22.2223
[35] valid_0's poisson: -95.6168 valid_0's l1: 22.0443
[36] valid_0's poisson: -95.9877 valid_0's l1: 21.8771
[37] valid_0's poisson: -96.4231 valid_0's l1: 21.6784
[38] valid_0's poisson: -96.6143 valid_0's l1: 21.5462
[39] valid_0's poisson: -96.7788 valid_0's l1: 21.4304
[40] valid_0's poisson: -97.1805 valid_0's l1: 21.2399
[41] valid_0's poisson: -97.4754 valid_0's l1: 21.0823
[42] valid_0's poisson: -97.755 valid_0's l1: 20.9284
[43] valid_0's poisson: -98.0921 valid_0's l1: 20.7612
[44] valid_0's poisson: -98.424 valid_0's l1: 20.5844
[45] valid_0's poisson: -98.6871 valid_0's l1: 20.437
[46] valid_0's poisson: -98.9675 valid_0's l1: 20.2752
[47] valid_0's poisson: -99.2328 valid_0's l1: 20.1201
[48] valid_0's poisson: -99.504 valid_0's l1: 19.9613
[49] valid_0's poisson: -99.7051 valid_0's l1: 19.8292
[50] valid_0's poisson: -99.9138 valid_0's l1: 19.7031
[51] valid_0's poisson: -100.158 valid_0's l1: 19.5536
[52] valid_0's poisson: -100.384 valid_0's l1: 19.4091
[53] valid_0's poisson: -100.498 valid_0's l1: 19.3116
[54] valid_0's poisson: -100.598 valid_0's l1: 19.2213
[55] valid_0's poisson: -100.699 valid_0's l1: 19.1321
[56] valid_0's poisson: -100.889 valid_0's l1: 19.0136
[57] valid_0's poisson: -100.981 valid_0's l1: 18.9332
[58] valid_0's poisson: -101.179 valid_0's l1: 18.7997
[59] valid_0's poisson: -101.361 valid_0's l1: 18.6664
[60] valid_0's poisson: -101.554 valid_0's l1: 18.5281
[61] valid_0's poisson: -101.743 valid_0's l1: 18.3906
[62] valid_0's poisson: -101.903 valid_0's l1: 18.2666
[63] valid_0's poisson: -102.057 valid_0's l1: 18.146
[64] valid_0's poisson: -102.205 valid_0's l1: 18.0288
[65] valid_0's poisson: -102.385 valid_0's l1: 17.9067
[66] valid_0's poisson: -102.555 valid_0's l1: 17.7881
[67] valid_0's poisson: -102.686 valid_0's l1: 17.6804
[68] valid_0's poisson: -102.826 valid_0's l1: 17.5684
[69] valid_0's poisson: -102.946 valid_0's l1: 17.4722
[70] valid_0's poisson: -103.017 valid_0's l1: 17.4043
[71] valid_0's poisson: -103.16 valid_0's l1: 17.2931
[72] valid_0's poisson: -103.298 valid_0's l1: 17.1847
[73] valid_0's poisson: -103.375 valid_0's l1: 17.1089
[74] valid_0's poisson: -103.434 valid_0's l1: 17.0501
[75] valid_0's poisson: -103.558 valid_0's l1: 16.9481
[76] valid_0's poisson: -103.681 valid_0's l1: 16.8508
[77] valid_0's poisson: -103.795 valid_0's l1: 16.7532
[78] valid_0's poisson: -103.891 valid_0's l1: 16.6663
[79] valid_0's poisson: -103.942 valid_0's l1: 16.6131
[80] valid_0's poisson: -104.018 valid_0's l1: 16.5464
[81] valid_0's poisson: -104.072 valid_0's l1: 16.4917
[82] valid_0's poisson: -104.131 valid_0's l1: 16.4279
[83] valid_0's poisson: -104.18 valid_0's l1: 16.3774
[84] valid_0's poisson: -104.257 valid_0's l1: 16.3101
[85] valid_0's poisson: -104.308 valid_0's l1: 16.2553
[86] valid_0's poisson: -104.359 valid_0's l1: 16.2017
[87] valid_0's poisson: -104.439 valid_0's l1: 16.1245
[88] valid_0's poisson: -104.482 valid_0's l1: 16.0794
[89] valid_0's poisson: -104.526 valid_0's l1: 16.033
[90] valid_0's poisson: -104.569 valid_0's l1: 15.9874
[91] valid_0's poisson: -104.608 valid_0's l1: 15.9466
[92] valid_0's poisson: -104.693 valid_0's l1: 15.867
[93] valid_0's poisson: -104.774 valid_0's l1: 15.7908
[94] valid_0's poisson: -104.84 valid_0's l1: 15.7233
[95] valid_0's poisson: -104.918 valid_0's l1: 15.6476
[96] valid_0's poisson: -104.956 valid_0's l1: 15.6065
[97] valid_0's poisson: -104.987 valid_0's l1: 15.572
[98] valid_0's poisson: -105.068 valid_0's l1: 15.4978
[99] valid_0's poisson: -105.124 valid_0's l1: 15.4461
[100] valid_0's poisson: -105.19 valid_0's l1: 15.3793
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1804 valid_0's l1: 29.0732
[2] valid_0's poisson: -81.9583 valid_0's l1: 28.7909
[3] valid_0's poisson: -82.6695 valid_0's l1: 28.5183
[4] valid_0's poisson: -83.3675 valid_0's l1: 28.2456
[5] valid_0's poisson: -84.0429 valid_0's l1: 27.9769
[6] valid_0's poisson: -84.6823 valid_0's l1: 27.7145
[7] valid_0's poisson: -85.2886 valid_0's l1: 27.4587
[8] valid_0's poisson: -85.8439 valid_0's l1: 27.212
[9] valid_0's poisson: -86.4165 valid_0's l1: 26.9615
[10] valid_0's poisson: -86.9602 valid_0's l1: 26.7194
[11] valid_0's poisson: -87.4789 valid_0's l1: 26.4812
[12] valid_0's poisson: -87.9723 valid_0's l1: 26.247
[13] valid_0's poisson: -88.4171 valid_0's l1: 26.0258
[14] valid_0's poisson: -88.8707 valid_0's l1: 25.8007
[15] valid_0's poisson: -89.2905 valid_0's l1: 25.5871
[16] valid_0's poisson: -89.7033 valid_0's l1: 25.375
[17] valid_0's poisson: -90.0562 valid_0's l1: 25.1853
[18] valid_0's poisson: -90.4323 valid_0's l1: 24.9847
[19] valid_0's poisson: -90.7879 valid_0's l1: 24.7905
[20] valid_0's poisson: -91.1519 valid_0's l1: 24.5949
[21] valid_0's poisson: -91.4871 valid_0's l1: 24.4054
[22] valid_0's poisson: -91.8224 valid_0's l1: 24.2199
[23] valid_0's poisson: -92.1444 valid_0's l1: 24.0379
[24] valid_0's poisson: -92.4366 valid_0's l1: 23.8679
[25] valid_0's poisson: -92.7163 valid_0's l1: 23.6989
[26] valid_0's poisson: -92.9858 valid_0's l1: 23.5349
[27] valid_0's poisson: -93.2432 valid_0's l1: 23.3772
[28] valid_0's poisson: -93.4983 valid_0's l1: 23.223
[29] valid_0's poisson: -93.7403 valid_0's l1: 23.0739
[30] valid_0's poisson: -93.9843 valid_0's l1: 22.9251
[31] valid_0's poisson: -94.2478 valid_0's l1: 22.7701
[32] valid_0's poisson: -94.4647 valid_0's l1: 22.6311
[33] valid_0's poisson: -94.7286 valid_0's l1: 22.4789
[34] valid_0's poisson: -94.9785 valid_0's l1: 22.3313
[35] valid_0's poisson: -95.2209 valid_0's l1: 22.1864
[36] valid_0's poisson: -95.4207 valid_0's l1: 22.0566
[37] valid_0's poisson: -95.6051 valid_0's l1: 21.9345
[38] valid_0's poisson: -96.0637 valid_0's l1: 21.737
[39] valid_0's poisson: -96.4954 valid_0's l1: 21.5431
[40] valid_0's poisson: -96.8795 valid_0's l1: 21.3606
[41] valid_0's poisson: -97.2121 valid_0's l1: 21.1917
[42] valid_0's poisson: -97.5573 valid_0's l1: 21.019
[43] valid_0's poisson: -97.7484 valid_0's l1: 20.8905
[44] valid_0's poisson: -98.0874 valid_0's l1: 20.7247
[45] valid_0's poisson: -98.3909 valid_0's l1: 20.5592
[46] valid_0's poisson: -98.6612 valid_0's l1: 20.4062
[47] valid_0's poisson: -98.8938 valid_0's l1: 20.2663
[48] valid_0's poisson: -99.1587 valid_0's l1: 20.1145
[49] valid_0's poisson: -99.3942 valid_0's l1: 19.9791
[50] valid_0's poisson: -99.6336 valid_0's l1: 19.8349
[51] valid_0's poisson: -99.8813 valid_0's l1: 19.6849
[52] valid_0's poisson: -100.086 valid_0's l1: 19.5575
[53] valid_0's poisson: -100.202 valid_0's l1: 19.4639
[54] valid_0's poisson: -100.393 valid_0's l1: 19.3446
[55] valid_0's poisson: -100.606 valid_0's l1: 19.2044
[56] valid_0's poisson: -100.793 valid_0's l1: 19.0736
[57] valid_0's poisson: -100.968 valid_0's l1: 18.9478
[58] valid_0's poisson: -101.118 valid_0's l1: 18.8374
[59] valid_0's poisson: -101.28 valid_0's l1: 18.7159
[60] valid_0's poisson: -101.473 valid_0's l1: 18.5781
[61] valid_0's poisson: -101.657 valid_0's l1: 18.444
[62] valid_0's poisson: -101.807 valid_0's l1: 18.3375
[63] valid_0's poisson: -102.003 valid_0's l1: 18.2073
[64] valid_0's poisson: -102.083 valid_0's l1: 18.1389
[65] valid_0's poisson: -102.163 valid_0's l1: 18.0648
[66] valid_0's poisson: -102.306 valid_0's l1: 17.9515
[67] valid_0's poisson: -102.384 valid_0's l1: 17.8816
[68] valid_0's poisson: -102.536 valid_0's l1: 17.764
[69] valid_0's poisson: -102.667 valid_0's l1: 17.6573
[70] valid_0's poisson: -102.807 valid_0's l1: 17.5471
[71] valid_0's poisson: -102.882 valid_0's l1: 17.4778
[72] valid_0's poisson: -103.015 valid_0's l1: 17.3717
[73] valid_0's poisson: -103.131 valid_0's l1: 17.273
[74] valid_0's poisson: -103.274 valid_0's l1: 17.1697
[75] valid_0's poisson: -103.41 valid_0's l1: 17.0694
[76] valid_0's poisson: -103.483 valid_0's l1: 16.9992
[77] valid_0's poisson: -103.542 valid_0's l1: 16.9407
[78] valid_0's poisson: -103.671 valid_0's l1: 16.8433
[79] valid_0's poisson: -103.724 valid_0's l1: 16.7897
[80] valid_0's poisson: -103.813 valid_0's l1: 16.7163
[81] valid_0's poisson: -103.875 valid_0's l1: 16.6555
[82] valid_0's poisson: -103.925 valid_0's l1: 16.6028
[83] valid_0's poisson: -103.976 valid_0's l1: 16.5524
[84] valid_0's poisson: -104.026 valid_0's l1: 16.4998
[85] valid_0's poisson: -104.111 valid_0's l1: 16.4272
[86] valid_0's poisson: -104.209 valid_0's l1: 16.3403
[87] valid_0's poisson: -104.286 valid_0's l1: 16.2701
[88] valid_0's poisson: -104.383 valid_0's l1: 16.1826
[89] valid_0's poisson: -104.477 valid_0's l1: 16.097
[90] valid_0's poisson: -104.569 valid_0's l1: 16.0132
[91] valid_0's poisson: -104.653 valid_0's l1: 15.9345
[92] valid_0's poisson: -104.689 valid_0's l1: 15.8945
[93] valid_0's poisson: -104.772 valid_0's l1: 15.8157
[94] valid_0's poisson: -104.855 valid_0's l1: 15.7425
[95] valid_0's poisson: -104.899 valid_0's l1: 15.6978
[96] valid_0's poisson: -104.965 valid_0's l1: 15.6295
[97] valid_0's poisson: -105.046 valid_0's l1: 15.5545
[98] valid_0's poisson: -105.107 valid_0's l1: 15.4904
[99] valid_0's poisson: -105.147 valid_0's l1: 15.4477
[100] valid_0's poisson: -105.186 valid_0's l1: 15.4079
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.5613 valid_0's l1: 28.1771
[2] valid_0's poisson: -86.2658 valid_0's l1: 27.0454
[3] valid_0's poisson: -88.4604 valid_0's l1: 26.0252
[4] valid_0's poisson: -90.4578 valid_0's l1: 25.0425
[5] valid_0's poisson: -92.073 valid_0's l1: 24.1756
[6] valid_0's poisson: -93.4601 valid_0's l1: 23.3808
[7] valid_0's poisson: -95.1772 valid_0's l1: 22.5514
[8] valid_0's poisson: -96.9601 valid_0's l1: 21.6673
[9] valid_0's poisson: -97.8761 valid_0's l1: 21.0173
[10] valid_0's poisson: -98.6299 valid_0's l1: 20.4547
[11] valid_0's poisson: -99.6843 valid_0's l1: 19.7966
[12] valid_0's poisson: -100.667 valid_0's l1: 19.1479
[13] valid_0's poisson: -101.526 valid_0's l1: 18.5516
[14] valid_0's poisson: -102.25 valid_0's l1: 18.0034
[15] valid_0's poisson: -102.716 valid_0's l1: 17.5914
[16] valid_0's poisson: -103.312 valid_0's l1: 17.1054
[17] valid_0's poisson: -103.858 valid_0's l1: 16.6587
[18] valid_0's poisson: -104.241 valid_0's l1: 16.2951
[19] valid_0's poisson: -104.638 valid_0's l1: 15.9258
[20] valid_0's poisson: -104.869 valid_0's l1: 15.674
[21] valid_0's poisson: -105.212 valid_0's l1: 15.3545
[22] valid_0's poisson: -105.506 valid_0's l1: 15.0616
[23] valid_0's poisson: -105.687 valid_0's l1: 14.8672
[24] valid_0's poisson: -105.905 valid_0's l1: 14.6262
[25] valid_0's poisson: -106.153 valid_0's l1: 14.3512
[26] valid_0's poisson: -106.288 valid_0's l1: 14.1935
[27] valid_0's poisson: -106.401 valid_0's l1: 14.0592
[28] valid_0's poisson: -106.511 valid_0's l1: 13.9247
[29] valid_0's poisson: -106.687 valid_0's l1: 13.7151
[30] valid_0's poisson: -106.83 valid_0's l1: 13.5442
[31] valid_0's poisson: -106.925 valid_0's l1: 13.4267
[32] valid_0's poisson: -107.011 valid_0's l1: 13.3262
[33] valid_0's poisson: -107.138 valid_0's l1: 13.1781
[34] valid_0's poisson: -107.249 valid_0's l1: 13.0404
[35] valid_0's poisson: -107.36 valid_0's l1: 12.9074
[36] valid_0's poisson: -107.413 valid_0's l1: 12.8342
[37] valid_0's poisson: -107.478 valid_0's l1: 12.7616
[38] valid_0's poisson: -107.538 valid_0's l1: 12.691
[39] valid_0's poisson: -107.59 valid_0's l1: 12.6263
[40] valid_0's poisson: -107.696 valid_0's l1: 12.4917
[41] valid_0's poisson: -107.734 valid_0's l1: 12.4448
[42] valid_0's poisson: -107.776 valid_0's l1: 12.3872
[43] valid_0's poisson: -107.86 valid_0's l1: 12.2792
[44] valid_0's poisson: -107.92 valid_0's l1: 12.2037
[45] valid_0's poisson: -107.939 valid_0's l1: 12.1775
[46] valid_0's poisson: -108.014 valid_0's l1: 12.0818
[47] valid_0's poisson: -108.081 valid_0's l1: 11.9938
[48] valid_0's poisson: -108.14 valid_0's l1: 11.9164
[49] valid_0's poisson: -108.168 valid_0's l1: 11.8724
[50] valid_0's poisson: -108.193 valid_0's l1: 11.8235
[51] valid_0's poisson: -108.209 valid_0's l1: 11.7945
[52] valid_0's poisson: -108.24 valid_0's l1: 11.7441
[53] valid_0's poisson: -108.279 valid_0's l1: 11.682
[54] valid_0's poisson: -108.3 valid_0's l1: 11.653
[55] valid_0's poisson: -108.332 valid_0's l1: 11.6091
[56] valid_0's poisson: -108.368 valid_0's l1: 11.5555
[57] valid_0's poisson: -108.385 valid_0's l1: 11.5332
[58] valid_0's poisson: -108.397 valid_0's l1: 11.51
[59] valid_0's poisson: -108.403 valid_0's l1: 11.4979
[60] valid_0's poisson: -108.409 valid_0's l1: 11.4875
[61] valid_0's poisson: -108.413 valid_0's l1: 11.4785
[62] valid_0's poisson: -108.444 valid_0's l1: 11.4273
[63] valid_0's poisson: -108.465 valid_0's l1: 11.3912
[64] valid_0's poisson: -108.46 valid_0's l1: 11.3487
[65] valid_0's poisson: -108.473 valid_0's l1: 11.3253
[66] valid_0's poisson: -108.475 valid_0's l1: 11.3177
[67] valid_0's poisson: -108.461 valid_0's l1: 11.3127
[68] valid_0's poisson: -108.472 valid_0's l1: 11.2919
[69] valid_0's poisson: -108.494 valid_0's l1: 11.259
[70] valid_0's poisson: -108.507 valid_0's l1: 11.2305
[71] valid_0's poisson: -108.517 valid_0's l1: 11.2139
[72] valid_0's poisson: -108.525 valid_0's l1: 11.1956
[73] valid_0's poisson: -108.525 valid_0's l1: 11.1769
[74] valid_0's poisson: -108.528 valid_0's l1: 11.1599
[75] valid_0's poisson: -108.534 valid_0's l1: 11.1511
[76] valid_0's poisson: -108.537 valid_0's l1: 11.144
[77] valid_0's poisson: -108.543 valid_0's l1: 11.13
[78] valid_0's poisson: -108.54 valid_0's l1: 11.1254
[79] valid_0's poisson: -108.541 valid_0's l1: 11.1219
[80] valid_0's poisson: -108.525 valid_0's l1: 11.1174
[81] valid_0's poisson: -108.528 valid_0's l1: 11.1111
[82] valid_0's poisson: -108.527 valid_0's l1: 11.1006
[83] valid_0's poisson: -108.536 valid_0's l1: 11.085
[84] valid_0's poisson: -108.542 valid_0's l1: 11.075
[85] valid_0's poisson: -108.545 valid_0's l1: 11.0673
[86] valid_0's poisson: -108.553 valid_0's l1: 11.0518
[87] valid_0's poisson: -108.553 valid_0's l1: 11.0501
[88] valid_0's poisson: -108.557 valid_0's l1: 11.0416
[89] valid_0's poisson: -108.566 valid_0's l1: 11.0243
[90] valid_0's poisson: -108.545 valid_0's l1: 11.0183
[91] valid_0's poisson: -108.532 valid_0's l1: 11.0134
[92] valid_0's poisson: -108.533 valid_0's l1: 11.0077
[93] valid_0's poisson: -108.556 valid_0's l1: 11.0007
[94] valid_0's poisson: -108.559 valid_0's l1: 10.9873
[95] valid_0's poisson: -108.563 valid_0's l1: 10.9768
[96] valid_0's poisson: -108.568 valid_0's l1: 10.9665
[97] valid_0's poisson: -108.572 valid_0's l1: 10.9602
[98] valid_0's poisson: -108.575 valid_0's l1: 10.9543
[99] valid_0's poisson: -108.581 valid_0's l1: 10.9329
[100] valid_0's poisson: -108.58 valid_0's l1: 10.9252
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.5462 valid_0's l1: 28.1776
[2] valid_0's poisson: -86.2796 valid_0's l1: 27.0396
[3] valid_0's poisson: -88.5716 valid_0's l1: 25.9897
[4] valid_0's poisson: -90.5436 valid_0's l1: 25.0047
[5] valid_0's poisson: -92.1257 valid_0's l1: 24.1462
[6] valid_0's poisson: -93.4824 valid_0's l1: 23.3586
[7] valid_0's poisson: -94.7964 valid_0's l1: 22.6
[8] valid_0's poisson: -95.7936 valid_0's l1: 21.9682
[9] valid_0's poisson: -97.4442 valid_0's l1: 21.1724
[10] valid_0's poisson: -98.5831 valid_0's l1: 20.4975
[11] valid_0's poisson: -99.6339 valid_0's l1: 19.8746
[12] valid_0's poisson: -100.644 valid_0's l1: 19.2114
[13] valid_0's poisson: -101.467 valid_0's l1: 18.6221
[14] valid_0's poisson: -102.154 valid_0's l1: 18.0759
[15] valid_0's poisson: -102.634 valid_0's l1: 17.6606
[16] valid_0's poisson: -103.245 valid_0's l1: 17.1825
[17] valid_0's poisson: -103.826 valid_0's l1: 16.684
[18] valid_0's poisson: -104.097 valid_0's l1: 16.3945
[19] valid_0's poisson: -104.578 valid_0's l1: 15.9558
[20] valid_0's poisson: -104.922 valid_0's l1: 15.6153
[21] valid_0's poisson: -105.201 valid_0's l1: 15.3368
[22] valid_0's poisson: -105.409 valid_0's l1: 15.1175
[23] valid_0's poisson: -105.64 valid_0's l1: 14.867
[24] valid_0's poisson: -105.938 valid_0's l1: 14.5782
[25] valid_0's poisson: -106.116 valid_0's l1: 14.3683
[26] valid_0's poisson: -106.282 valid_0's l1: 14.1592
[27] valid_0's poisson: -106.396 valid_0's l1: 14.0344
[28] valid_0's poisson: -106.522 valid_0's l1: 13.8863
[29] valid_0's poisson: -106.706 valid_0's l1: 13.6847
[30] valid_0's poisson: -106.842 valid_0's l1: 13.508
[31] valid_0's poisson: -106.966 valid_0's l1: 13.3549
[32] valid_0's poisson: -107.123 valid_0's l1: 13.161
[33] valid_0's poisson: -107.205 valid_0's l1: 13.0492
[34] valid_0's poisson: -107.26 valid_0's l1: 12.9725
[35] valid_0's poisson: -107.324 valid_0's l1: 12.8905
[36] valid_0's poisson: -107.384 valid_0's l1: 12.8109
[37] valid_0's poisson: -107.474 valid_0's l1: 12.7088
[38] valid_0's poisson: -107.542 valid_0's l1: 12.6148
[39] valid_0's poisson: -107.59 valid_0's l1: 12.5464
[40] valid_0's poisson: -107.628 valid_0's l1: 12.4962
[41] valid_0's poisson: -107.678 valid_0's l1: 12.4298
[42] valid_0's poisson: -107.748 valid_0's l1: 12.344
[43] valid_0's poisson: -107.809 valid_0's l1: 12.268
[44] valid_0's poisson: -107.885 valid_0's l1: 12.1745
[45] valid_0's poisson: -107.917 valid_0's l1: 12.1295
[46] valid_0's poisson: -107.986 valid_0's l1: 12.046
[47] valid_0's poisson: -108.052 valid_0's l1: 11.9634
[48] valid_0's poisson: -108.111 valid_0's l1: 11.8822
[49] valid_0's poisson: -108.154 valid_0's l1: 11.8315
[50] valid_0's poisson: -108.189 valid_0's l1: 11.766
[51] valid_0's poisson: -108.222 valid_0's l1: 11.7127
[52] valid_0's poisson: -108.252 valid_0's l1: 11.6725
[53] valid_0's poisson: -108.281 valid_0's l1: 11.6256
[54] valid_0's poisson: -108.298 valid_0's l1: 11.5991
[55] valid_0's poisson: -108.313 valid_0's l1: 11.5768
[56] valid_0's poisson: -108.349 valid_0's l1: 11.5261
[57] valid_0's poisson: -108.357 valid_0's l1: 11.5118
[58] valid_0's poisson: -108.368 valid_0's l1: 11.4658
[59] valid_0's poisson: -108.389 valid_0's l1: 11.4286
[60] valid_0's poisson: -108.406 valid_0's l1: 11.4001
[61] valid_0's poisson: -108.429 valid_0's l1: 11.3575
[62] valid_0's poisson: -108.446 valid_0's l1: 11.3285
[63] valid_0's poisson: -108.437 valid_0's l1: 11.3227
[64] valid_0's poisson: -108.451 valid_0's l1: 11.3015
[65] valid_0's poisson: -108.463 valid_0's l1: 11.281
[66] valid_0's poisson: -108.477 valid_0's l1: 11.2564
[67] valid_0's poisson: -108.485 valid_0's l1: 11.2423
[68] valid_0's poisson: -108.489 valid_0's l1: 11.2354
[69] valid_0's poisson: -108.493 valid_0's l1: 11.2197
[70] valid_0's poisson: -108.518 valid_0's l1: 11.1741
[71] valid_0's poisson: -108.523 valid_0's l1: 11.16
[72] valid_0's poisson: -108.525 valid_0's l1: 11.1537
[73] valid_0's poisson: -108.528 valid_0's l1: 11.1481
[74] valid_0's poisson: -108.53 valid_0's l1: 11.1431
[75] valid_0's poisson: -108.539 valid_0's l1: 11.1199
[76] valid_0's poisson: -108.55 valid_0's l1: 11.0998
[77] valid_0's poisson: -108.569 valid_0's l1: 11.0706
[78] valid_0's poisson: -108.575 valid_0's l1: 11.0512
[79] valid_0's poisson: -108.583 valid_0's l1: 11.0381
[80] valid_0's poisson: -108.597 valid_0's l1: 11.0105
[81] valid_0's poisson: -108.605 valid_0's l1: 10.9963
[82] valid_0's poisson: -108.61 valid_0's l1: 10.9865
[83] valid_0's poisson: -108.605 valid_0's l1: 10.9816
[84] valid_0's poisson: -108.611 valid_0's l1: 10.9571
[85] valid_0's poisson: -108.615 valid_0's l1: 10.9486
[86] valid_0's poisson: -108.621 valid_0's l1: 10.9343
[87] valid_0's poisson: -108.624 valid_0's l1: 10.9292
[88] valid_0's poisson: -108.626 valid_0's l1: 10.9246
[89] valid_0's poisson: -108.627 valid_0's l1: 10.9041
[90] valid_0's poisson: -108.624 valid_0's l1: 10.8965
[91] valid_0's poisson: -108.623 valid_0's l1: 10.8898
[92] valid_0's poisson: -108.63 valid_0's l1: 10.8766
[93] valid_0's poisson: -108.636 valid_0's l1: 10.8648
[94] valid_0's poisson: -108.634 valid_0's l1: 10.8615
[95] valid_0's poisson: -108.623 valid_0's l1: 10.8581
[96] valid_0's poisson: -108.633 valid_0's l1: 10.8365
[97] valid_0's poisson: -108.644 valid_0's l1: 10.8344
[98] valid_0's poisson: -108.635 valid_0's l1: 10.8285
[99] valid_0's poisson: -108.612 valid_0's l1: 10.8103
[100] valid_0's poisson: -108.595 valid_0's l1: 10.8051
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.5959 valid_0's l1: 28.1637
[2] valid_0's poisson: -86.4224 valid_0's l1: 27.0133
[3] valid_0's poisson: -88.7147 valid_0's l1: 25.9592
[4] valid_0's poisson: -90.5152 valid_0's l1: 25.0305
[5] valid_0's poisson: -92.1193 valid_0's l1: 24.1614
[6] valid_0's poisson: -93.5069 valid_0's l1: 23.3614
[7] valid_0's poisson: -94.8472 valid_0's l1: 22.594
[8] valid_0's poisson: -95.8784 valid_0's l1: 21.9272
[9] valid_0's poisson: -97.4858 valid_0's l1: 21.1197
[10] valid_0's poisson: -98.8256 valid_0's l1: 20.3696
[11] valid_0's poisson: -99.7942 valid_0's l1: 19.7372
[12] valid_0's poisson: -100.819 valid_0's l1: 19.0641
[13] valid_0's poisson: -101.655 valid_0's l1: 18.4607
[14] valid_0's poisson: -102.247 valid_0's l1: 17.9777
[15] valid_0's poisson: -102.903 valid_0's l1: 17.4385
[16] valid_0's poisson: -103.247 valid_0's l1: 17.1037
[17] valid_0's poisson: -103.797 valid_0's l1: 16.6423
[18] valid_0's poisson: -104.265 valid_0's l1: 16.2432
[19] valid_0's poisson: -104.638 valid_0's l1: 15.9124
[20] valid_0's poisson: -105.036 valid_0's l1: 15.5393
[21] valid_0's poisson: -105.305 valid_0's l1: 15.2696
[22] valid_0's poisson: -105.622 valid_0's l1: 14.949
[23] valid_0's poisson: -105.9 valid_0's l1: 14.6665
[24] valid_0's poisson: -106.081 valid_0's l1: 14.4605
[25] valid_0's poisson: -106.246 valid_0's l1: 14.2572
[26] valid_0's poisson: -106.474 valid_0's l1: 13.9943
[27] valid_0's poisson: -106.593 valid_0's l1: 13.8447
[28] valid_0's poisson: -106.78 valid_0's l1: 13.6228
[29] valid_0's poisson: -106.928 valid_0's l1: 13.4457
[30] valid_0's poisson: -107.062 valid_0's l1: 13.281
[31] valid_0's poisson: -107.147 valid_0's l1: 13.1828
[32] valid_0's poisson: -107.227 valid_0's l1: 13.0778
[33] valid_0's poisson: -107.298 valid_0's l1: 12.9848
[34] valid_0's poisson: -107.394 valid_0's l1: 12.8558
[35] valid_0's poisson: -107.456 valid_0's l1: 12.7765
[36] valid_0's poisson: -107.546 valid_0's l1: 12.6678
[37] valid_0's poisson: -107.631 valid_0's l1: 12.5618
[38] valid_0's poisson: -107.713 valid_0's l1: 12.4573
[39] valid_0's poisson: -107.764 valid_0's l1: 12.3879
[40] valid_0's poisson: -107.83 valid_0's l1: 12.302
[41] valid_0's poisson: -107.901 valid_0's l1: 12.2122
[42] valid_0's poisson: -107.941 valid_0's l1: 12.1461
[43] valid_0's poisson: -107.973 valid_0's l1: 12.098
[44] valid_0's poisson: -108.01 valid_0's l1: 12.0513
[45] valid_0's poisson: -108.078 valid_0's l1: 11.9628
[46] valid_0's poisson: -108.129 valid_0's l1: 11.8909
[47] valid_0's poisson: -108.176 valid_0's l1: 11.8265
[48] valid_0's poisson: -108.199 valid_0's l1: 11.7896
[49] valid_0's poisson: -108.237 valid_0's l1: 11.7387
[50] valid_0's poisson: -108.276 valid_0's l1: 11.6921
[51] valid_0's poisson: -108.3 valid_0's l1: 11.6471
[52] valid_0's poisson: -108.323 valid_0's l1: 11.6112
[53] valid_0's poisson: -108.353 valid_0's l1: 11.5702
[54] valid_0's poisson: -108.371 valid_0's l1: 11.5458
[55] valid_0's poisson: -108.398 valid_0's l1: 11.5028
[56] valid_0's poisson: -108.418 valid_0's l1: 11.4661
[57] valid_0's poisson: -108.433 valid_0's l1: 11.4433
[58] valid_0's poisson: -108.438 valid_0's l1: 11.4324
[59] valid_0's poisson: -108.43 valid_0's l1: 11.4235
[60] valid_0's poisson: -108.452 valid_0's l1: 11.3883
[61] valid_0's poisson: -108.47 valid_0's l1: 11.3393
[62] valid_0's poisson: -108.475 valid_0's l1: 11.3264
[63] valid_0's poisson: -108.474 valid_0's l1: 11.2842
[64] valid_0's poisson: -108.488 valid_0's l1: 11.2643
[65] valid_0's poisson: -108.503 valid_0's l1: 11.2312
[66] valid_0's poisson: -108.507 valid_0's l1: 11.2226
[67] valid_0's poisson: -108.51 valid_0's l1: 11.2161
[68] valid_0's poisson: -108.522 valid_0's l1: 11.1993
[69] valid_0's poisson: -108.525 valid_0's l1: 11.1874
[70] valid_0's poisson: -108.537 valid_0's l1: 11.1668
[71] valid_0's poisson: -108.539 valid_0's l1: 11.1616
[72] valid_0's poisson: -108.553 valid_0's l1: 11.1366
[73] valid_0's poisson: -108.555 valid_0's l1: 11.1268
[74] valid_0's poisson: -108.559 valid_0's l1: 11.1183
[75] valid_0's poisson: -108.561 valid_0's l1: 11.1119
[76] valid_0's poisson: -108.561 valid_0's l1: 11.0995
[77] valid_0's poisson: -108.562 valid_0's l1: 11.0869
[78] valid_0's poisson: -108.573 valid_0's l1: 11.0692
[79] valid_0's poisson: -108.573 valid_0's l1: 11.0671
[80] valid_0's poisson: -108.578 valid_0's l1: 11.0619
[81] valid_0's poisson: -108.583 valid_0's l1: 11.0527
[82] valid_0's poisson: -108.584 valid_0's l1: 11.0507
[83] valid_0's poisson: -108.586 valid_0's l1: 11.035
[84] valid_0's poisson: -108.588 valid_0's l1: 11.0211
[85] valid_0's poisson: -108.59 valid_0's l1: 11.0153
[86] valid_0's poisson: -108.591 valid_0's l1: 11.0118
[87] valid_0's poisson: -108.597 valid_0's l1: 11.0026
[88] valid_0's poisson: -108.598 valid_0's l1: 10.9982
[89] valid_0's poisson: -108.599 valid_0's l1: 10.9974
[90] valid_0's poisson: -108.598 valid_0's l1: 10.9947
[91] valid_0's poisson: -108.601 valid_0's l1: 10.9854
[92] valid_0's poisson: -108.57 valid_0's l1: 10.9838
[93] valid_0's poisson: -108.554 valid_0's l1: 10.9558
[94] valid_0's poisson: -108.55 valid_0's l1: 10.9459
[95] valid_0's poisson: -108.554 valid_0's l1: 10.9366
[96] valid_0's poisson: -108.565 valid_0's l1: 10.9187
[97] valid_0's poisson: -108.565 valid_0's l1: 10.9043
[98] valid_0's poisson: -108.571 valid_0's l1: 10.8918
[99] valid_0's poisson: -108.557 valid_0's l1: 10.8883
[100] valid_0's poisson: -108.565 valid_0's l1: 10.8714
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.5878 valid_0's l1: 28.1677
[2] valid_0's poisson: -86.3422 valid_0's l1: 27.0326
[3] valid_0's poisson: -88.66 valid_0's l1: 25.9794
[4] valid_0's poisson: -90.5722 valid_0's l1: 25.0246
[5] valid_0's poisson: -92.1679 valid_0's l1: 24.1617
[6] valid_0's poisson: -93.4475 valid_0's l1: 23.3956
[7] valid_0's poisson: -94.5849 valid_0's l1: 22.6888
[8] valid_0's poisson: -96.5476 valid_0's l1: 21.8007
[9] valid_0's poisson: -97.9838 valid_0's l1: 21.0222
[10] valid_0's poisson: -99.3558 valid_0's l1: 20.2101
[11] valid_0's poisson: -100.326 valid_0's l1: 19.5533
[12] valid_0's poisson: -100.833 valid_0's l1: 19.0981
[13] valid_0's poisson: -101.545 valid_0's l1: 18.5503
[14] valid_0's poisson: -102.249 valid_0's l1: 18.0041
[15] valid_0's poisson: -102.653 valid_0's l1: 17.6255
[16] valid_0's poisson: -103.244 valid_0's l1: 17.1573
[17] valid_0's poisson: -103.822 valid_0's l1: 16.7027
[18] valid_0's poisson: -104.141 valid_0's l1: 16.3988
[19] valid_0's poisson: -104.608 valid_0's l1: 16.0007
[20] valid_0's poisson: -104.949 valid_0's l1: 15.6631
[21] valid_0's poisson: -105.157 valid_0's l1: 15.4444
[22] valid_0's poisson: -105.421 valid_0's l1: 15.178
[23] valid_0's poisson: -105.598 valid_0's l1: 14.9829
[24] valid_0's poisson: -105.874 valid_0's l1: 14.6911
[25] valid_0's poisson: -106.025 valid_0's l1: 14.5276
[26] valid_0's poisson: -106.234 valid_0's l1: 14.2818
[27] valid_0's poisson: -106.438 valid_0's l1: 14.047
[28] valid_0's poisson: -106.582 valid_0's l1: 13.8835
[29] valid_0's poisson: -106.748 valid_0's l1: 13.6854
[30] valid_0's poisson: -106.919 valid_0's l1: 13.4817
[31] valid_0's poisson: -107.058 valid_0's l1: 13.3186
[32] valid_0's poisson: -107.135 valid_0's l1: 13.2199
[33] valid_0's poisson: -107.235 valid_0's l1: 13.1108
[34] valid_0's poisson: -107.366 valid_0's l1: 12.9516
[35] valid_0's poisson: -107.474 valid_0's l1: 12.8177
[36] valid_0's poisson: -107.564 valid_0's l1: 12.7042
[37] valid_0's poisson: -107.642 valid_0's l1: 12.6027
[38] valid_0's poisson: -107.688 valid_0's l1: 12.5445
[39] valid_0's poisson: -107.735 valid_0's l1: 12.4804
[40] valid_0's poisson: -107.808 valid_0's l1: 12.3773
[41] valid_0's poisson: -107.856 valid_0's l1: 12.3106
[42] valid_0's poisson: -107.879 valid_0's l1: 12.2642
[43] valid_0's poisson: -107.951 valid_0's l1: 12.1672
[44] valid_0's poisson: -108.001 valid_0's l1: 12.0981
[45] valid_0's poisson: -108.067 valid_0's l1: 12.0046
[46] valid_0's poisson: -108.125 valid_0's l1: 11.9257
[47] valid_0's poisson: -108.163 valid_0's l1: 11.8725
[48] valid_0's poisson: -108.2 valid_0's l1: 11.8131
[49] valid_0's poisson: -108.238 valid_0's l1: 11.7577
[50] valid_0's poisson: -108.274 valid_0's l1: 11.705
[51] valid_0's poisson: -108.304 valid_0's l1: 11.6571
[52] valid_0's poisson: -108.325 valid_0's l1: 11.6234
[53] valid_0's poisson: -108.344 valid_0's l1: 11.5871
[54] valid_0's poisson: -108.365 valid_0's l1: 11.5491
[55] valid_0's poisson: -108.372 valid_0's l1: 11.536
[56] valid_0's poisson: -108.382 valid_0's l1: 11.5202
[57] valid_0's poisson: -108.413 valid_0's l1: 11.471
[58] valid_0's poisson: -108.417 valid_0's l1: 11.461
[59] valid_0's poisson: -108.444 valid_0's l1: 11.4133
[60] valid_0's poisson: -108.468 valid_0's l1: 11.368
[61] valid_0's poisson: -108.462 valid_0's l1: 11.3564
[62] valid_0's poisson: -108.475 valid_0's l1: 11.3285
[63] valid_0's poisson: -108.459 valid_0's l1: 11.292
[64] valid_0's poisson: -108.477 valid_0's l1: 11.2537
[65] valid_0's poisson: -108.486 valid_0's l1: 11.2254
[66] valid_0's poisson: -108.501 valid_0's l1: 11.1928
[67] valid_0's poisson: -108.502 valid_0's l1: 11.1801
[68] valid_0's poisson: -108.498 valid_0's l1: 11.1685
[69] valid_0's poisson: -108.489 valid_0's l1: 11.1611
[70] valid_0's poisson: -108.496 valid_0's l1: 11.141
[71] valid_0's poisson: -108.515 valid_0's l1: 11.1288
[72] valid_0's poisson: -108.518 valid_0's l1: 11.1211
[73] valid_0's poisson: -108.507 valid_0's l1: 11.1182
[74] valid_0's poisson: -108.508 valid_0's l1: 11.1118
[75] valid_0's poisson: -108.513 valid_0's l1: 11.1017
[76] valid_0's poisson: -108.516 valid_0's l1: 11.0944
[77] valid_0's poisson: -108.519 valid_0's l1: 11.0892
[78] valid_0's poisson: -108.519 valid_0's l1: 11.0778
[79] valid_0's poisson: -108.521 valid_0's l1: 11.0748
[80] valid_0's poisson: -108.523 valid_0's l1: 11.0705
[81] valid_0's poisson: -108.499 valid_0's l1: 11.0662
[82] valid_0's poisson: -108.496 valid_0's l1: 11.0592
[83] valid_0's poisson: -108.497 valid_0's l1: 11.0544
[84] valid_0's poisson: -108.492 valid_0's l1: 11.0527
[85] valid_0's poisson: -108.515 valid_0's l1: 11.0482
[86] valid_0's poisson: -108.523 valid_0's l1: 11.0303
[87] valid_0's poisson: -108.52 valid_0's l1: 11.0214
[88] valid_0's poisson: -108.523 valid_0's l1: 11.0151
[89] valid_0's poisson: -108.533 valid_0's l1: 10.9875
[90] valid_0's poisson: -108.522 valid_0's l1: 10.9688
[91] valid_0's poisson: -108.521 valid_0's l1: 10.9624
[92] valid_0's poisson: -108.498 valid_0's l1: 10.9605
[93] valid_0's poisson: -108.484 valid_0's l1: 10.9486
[94] valid_0's poisson: -108.488 valid_0's l1: 10.941
[95] valid_0's poisson: -108.493 valid_0's l1: 10.9332
[96] valid_0's poisson: -108.495 valid_0's l1: 10.9301
[97] valid_0's poisson: -108.497 valid_0's l1: 10.9252
[98] valid_0's poisson: -108.498 valid_0's l1: 10.9217
[99] valid_0's poisson: -108.478 valid_0's l1: 10.9195
[100] valid_0's poisson: -108.479 valid_0's l1: 10.9157
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.5969 valid_0's l1: 28.1603
[2] valid_0's poisson: -86.2038 valid_0's l1: 27.0639
[3] valid_0's poisson: -88.3966 valid_0's l1: 26.0474
[4] valid_0's poisson: -90.264 valid_0's l1: 25.1048
[5] valid_0's poisson: -91.9003 valid_0's l1: 24.2394
[6] valid_0's poisson: -93.3052 valid_0's l1: 23.4397
[7] valid_0's poisson: -94.5485 valid_0's l1: 22.6957
[8] valid_0's poisson: -96.2469 valid_0's l1: 21.8825
[9] valid_0's poisson: -97.7917 valid_0's l1: 21.1022
[10] valid_0's poisson: -99.1693 valid_0's l1: 20.2959
[11] valid_0's poisson: -100.255 valid_0's l1: 19.5888
[12] valid_0's poisson: -100.764 valid_0's l1: 19.1371
[13] valid_0's poisson: -101.411 valid_0's l1: 18.6289
[14] valid_0's poisson: -102.083 valid_0's l1: 18.1374
[15] valid_0's poisson: -102.734 valid_0's l1: 17.6236
[16] valid_0's poisson: -103.334 valid_0's l1: 17.1404
[17] valid_0's poisson: -103.913 valid_0's l1: 16.6497
[18] valid_0's poisson: -104.418 valid_0's l1: 16.1958
[19] valid_0's poisson: -104.708 valid_0's l1: 15.8945
[20] valid_0's poisson: -105.048 valid_0's l1: 15.5486
[21] valid_0's poisson: -105.427 valid_0's l1: 15.1874
[22] valid_0's poisson: -105.595 valid_0's l1: 14.9945
[23] valid_0's poisson: -105.883 valid_0's l1: 14.6842
[24] valid_0's poisson: -106.083 valid_0's l1: 14.4626
[25] valid_0's poisson: -106.295 valid_0's l1: 14.2077
[26] valid_0's poisson: -106.425 valid_0's l1: 14.0513
[27] valid_0's poisson: -106.573 valid_0's l1: 13.8877
[28] valid_0's poisson: -106.688 valid_0's l1: 13.7421
[29] valid_0's poisson: -106.833 valid_0's l1: 13.5727
[30] valid_0's poisson: -106.987 valid_0's l1: 13.3901
[31] valid_0's poisson: -107.078 valid_0's l1: 13.2695
[32] valid_0's poisson: -107.155 valid_0's l1: 13.1671
[33] valid_0's poisson: -107.239 valid_0's l1: 13.0584
[34] valid_0's poisson: -107.34 valid_0's l1: 12.9298
[35] valid_0's poisson: -107.458 valid_0's l1: 12.7915
[36] valid_0's poisson: -107.565 valid_0's l1: 12.6623
[37] valid_0's poisson: -107.657 valid_0's l1: 12.5411
[38] valid_0's poisson: -107.731 valid_0's l1: 12.4467
[39] valid_0's poisson: -107.791 valid_0's l1: 12.3637
[40] valid_0's poisson: -107.855 valid_0's l1: 12.2783
[41] valid_0's poisson: -107.91 valid_0's l1: 12.2072
[42] valid_0's poisson: -107.975 valid_0's l1: 12.1156
[43] valid_0's poisson: -108.011 valid_0's l1: 12.0667
[44] valid_0's poisson: -108.043 valid_0's l1: 12.0242
[45] valid_0's poisson: -108.106 valid_0's l1: 11.9327
[46] valid_0's poisson: -108.163 valid_0's l1: 11.8526
[47] valid_0's poisson: -108.211 valid_0's l1: 11.7838
[48] valid_0's poisson: -108.247 valid_0's l1: 11.7348
[49] valid_0's poisson: -108.273 valid_0's l1: 11.6922
[50] valid_0's poisson: -108.297 valid_0's l1: 11.6525
[51] valid_0's poisson: -108.328 valid_0's l1: 11.6054
[52] valid_0's poisson: -108.348 valid_0's l1: 11.5786
[53] valid_0's poisson: -108.375 valid_0's l1: 11.5417
[54] valid_0's poisson: -108.414 valid_0's l1: 11.4808
[55] valid_0's poisson: -108.431 valid_0's l1: 11.4543
[56] valid_0's poisson: -108.443 valid_0's l1: 11.4329
[57] valid_0's poisson: -108.462 valid_0's l1: 11.3889
[58] valid_0's poisson: -108.471 valid_0's l1: 11.3717
[59] valid_0's poisson: -108.479 valid_0's l1: 11.3616
[60] valid_0's poisson: -108.502 valid_0's l1: 11.3118
[61] valid_0's poisson: -108.513 valid_0's l1: 11.2626
[62] valid_0's poisson: -108.526 valid_0's l1: 11.229
[63] valid_0's poisson: -108.537 valid_0's l1: 11.1875
[64] valid_0's poisson: -108.54 valid_0's l1: 11.1775
[65] valid_0's poisson: -108.502 valid_0's l1: 11.1693
[66] valid_0's poisson: -108.509 valid_0's l1: 11.1557
[67] valid_0's poisson: -108.505 valid_0's l1: 11.1495
[68] valid_0's poisson: -108.509 valid_0's l1: 11.1436
[69] valid_0's poisson: -108.511 valid_0's l1: 11.1382
[70] valid_0's poisson: -108.514 valid_0's l1: 11.1312
[71] valid_0's poisson: -108.524 valid_0's l1: 11.1081
[72] valid_0's poisson: -108.528 valid_0's l1: 11.0899
[73] valid_0's poisson: -108.525 valid_0's l1: 11.0846
[74] valid_0's poisson: -108.526 valid_0's l1: 11.0707
[75] valid_0's poisson: -108.528 valid_0's l1: 11.0651
[76] valid_0's poisson: -108.542 valid_0's l1: 11.0401
[77] valid_0's poisson: -108.548 valid_0's l1: 11.0312
[78] valid_0's poisson: -108.548 valid_0's l1: 11.0249
[79] valid_0's poisson: -108.528 valid_0's l1: 11.0212
[80] valid_0's poisson: -108.532 valid_0's l1: 11.0091
[81] valid_0's poisson: -108.534 valid_0's l1: 11.0049
[82] valid_0's poisson: -108.533 valid_0's l1: 10.9951
[83] valid_0's poisson: -108.537 valid_0's l1: 10.9844
[84] valid_0's poisson: -108.537 valid_0's l1: 10.9696
[85] valid_0's poisson: -108.541 valid_0's l1: 10.9608
[86] valid_0's poisson: -108.545 valid_0's l1: 10.9514
[87] valid_0's poisson: -108.548 valid_0's l1: 10.9455
[88] valid_0's poisson: -108.554 valid_0's l1: 10.9335
[89] valid_0's poisson: -108.555 valid_0's l1: 10.9289
[90] valid_0's poisson: -108.558 valid_0's l1: 10.9212
[91] valid_0's poisson: -108.563 valid_0's l1: 10.9064
[92] valid_0's poisson: -108.555 valid_0's l1: 10.901
[93] valid_0's poisson: -108.556 valid_0's l1: 10.8978
[94] valid_0's poisson: -108.55 valid_0's l1: 10.896
[95] valid_0's poisson: -108.549 valid_0's l1: 10.8925
[96] valid_0's poisson: -108.551 valid_0's l1: 10.8859
[97] valid_0's poisson: -108.544 valid_0's l1: 10.8865
[98] valid_0's poisson: -108.538 valid_0's l1: 10.8855
[99] valid_0's poisson: -108.538 valid_0's l1: 10.8834
[100] valid_0's poisson: -108.538 valid_0's l1: 10.8805
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.8225 valid_0's l1: 24.7631
[2] valid_0's poisson: -96.6803 valid_0's l1: 21.3393
[3] valid_0's poisson: -101.851 valid_0's l1: 18.2961
[4] valid_0's poisson: -104.339 valid_0's l1: 16.2633
[5] valid_0's poisson: -105.714 valid_0's l1: 14.8507
[6] valid_0's poisson: -106.752 valid_0's l1: 13.6944
[7] valid_0's poisson: -107.181 valid_0's l1: 13.1363
[8] valid_0's poisson: -107.633 valid_0's l1: 12.5159
[9] valid_0's poisson: -107.862 valid_0's l1: 12.175
[10] valid_0's poisson: -108.131 valid_0's l1: 11.8007
[11] valid_0's poisson: -108.297 valid_0's l1: 11.5894
[12] valid_0's poisson: -108.409 valid_0's l1: 11.4108
[13] valid_0's poisson: -108.506 valid_0's l1: 11.2686
[14] valid_0's poisson: -108.546 valid_0's l1: 11.1985
[15] valid_0's poisson: -108.651 valid_0's l1: 11.0192
[16] valid_0's poisson: -108.701 valid_0's l1: 10.9426
[17] valid_0's poisson: -108.716 valid_0's l1: 10.8624
[18] valid_0's poisson: -108.731 valid_0's l1: 10.8072
[19] valid_0's poisson: -108.75 valid_0's l1: 10.7573
[20] valid_0's poisson: -108.732 valid_0's l1: 10.7405
[21] valid_0's poisson: -108.736 valid_0's l1: 10.7279
[22] valid_0's poisson: -108.723 valid_0's l1: 10.6913
[23] valid_0's poisson: -108.737 valid_0's l1: 10.6571
[24] valid_0's poisson: -108.743 valid_0's l1: 10.6357
[25] valid_0's poisson: -108.71 valid_0's l1: 10.6257
[26] valid_0's poisson: -108.686 valid_0's l1: 10.615
[27] valid_0's poisson: -108.685 valid_0's l1: 10.6089
[28] valid_0's poisson: -108.685 valid_0's l1: 10.6047
[29] valid_0's poisson: -108.634 valid_0's l1: 10.6081
[30] valid_0's poisson: -108.64 valid_0's l1: 10.5727
[31] valid_0's poisson: -108.641 valid_0's l1: 10.5611
[32] valid_0's poisson: -108.611 valid_0's l1: 10.5456
[33] valid_0's poisson: -108.598 valid_0's l1: 10.5303
[34] valid_0's poisson: -108.64 valid_0's l1: 10.5104
[35] valid_0's poisson: -108.635 valid_0's l1: 10.5021
[36] valid_0's poisson: -108.639 valid_0's l1: 10.4821
[37] valid_0's poisson: -108.651 valid_0's l1: 10.4601
[38] valid_0's poisson: -108.639 valid_0's l1: 10.459
[39] valid_0's poisson: -108.639 valid_0's l1: 10.4486
[40] valid_0's poisson: -108.658 valid_0's l1: 10.4059
[41] valid_0's poisson: -108.651 valid_0's l1: 10.411
[42] valid_0's poisson: -108.683 valid_0's l1: 10.3775
[43] valid_0's poisson: -108.688 valid_0's l1: 10.3483
[44] valid_0's poisson: -108.689 valid_0's l1: 10.3419
[45] valid_0's poisson: -108.675 valid_0's l1: 10.3272
[46] valid_0's poisson: -108.673 valid_0's l1: 10.3286
[47] valid_0's poisson: -108.668 valid_0's l1: 10.3087
[48] valid_0's poisson: -108.664 valid_0's l1: 10.3009
[49] valid_0's poisson: -108.676 valid_0's l1: 10.2961
[50] valid_0's poisson: -108.681 valid_0's l1: 10.2894
[51] valid_0's poisson: -108.673 valid_0's l1: 10.285
[52] valid_0's poisson: -108.65 valid_0's l1: 10.2839
[53] valid_0's poisson: -108.705 valid_0's l1: 10.2848
[54] valid_0's poisson: -108.698 valid_0's l1: 10.2725
[55] valid_0's poisson: -108.698 valid_0's l1: 10.256
[56] valid_0's poisson: -108.724 valid_0's l1: 10.2549
[57] valid_0's poisson: -108.73 valid_0's l1: 10.2541
[58] valid_0's poisson: -108.72 valid_0's l1: 10.2498
[59] valid_0's poisson: -108.663 valid_0's l1: 10.2461
[60] valid_0's poisson: -108.673 valid_0's l1: 10.2426
[61] valid_0's poisson: -108.661 valid_0's l1: 10.2407
[62] valid_0's poisson: -108.672 valid_0's l1: 10.2227
[63] valid_0's poisson: -108.724 valid_0's l1: 10.2061
[64] valid_0's poisson: -108.708 valid_0's l1: 10.1993
[65] valid_0's poisson: -108.696 valid_0's l1: 10.1994
[66] valid_0's poisson: -108.709 valid_0's l1: 10.1729
[67] valid_0's poisson: -108.658 valid_0's l1: 10.1684
[68] valid_0's poisson: -108.689 valid_0's l1: 10.171
[69] valid_0's poisson: -108.678 valid_0's l1: 10.1667
[70] valid_0's poisson: -108.696 valid_0's l1: 10.1667
[71] valid_0's poisson: -108.694 valid_0's l1: 10.1589
[72] valid_0's poisson: -108.652 valid_0's l1: 10.1541
[73] valid_0's poisson: -108.616 valid_0's l1: 10.1414
[74] valid_0's poisson: -108.613 valid_0's l1: 10.1366
[75] valid_0's poisson: -108.628 valid_0's l1: 10.1275
[76] valid_0's poisson: -108.649 valid_0's l1: 10.0951
[77] valid_0's poisson: -108.639 valid_0's l1: 10.0829
[78] valid_0's poisson: -108.616 valid_0's l1: 10.0784
[79] valid_0's poisson: -108.599 valid_0's l1: 10.0754
[80] valid_0's poisson: -108.621 valid_0's l1: 10.0677
[81] valid_0's poisson: -108.651 valid_0's l1: 10.063
[82] valid_0's poisson: -108.657 valid_0's l1: 10.0645
[83] valid_0's poisson: -108.659 valid_0's l1: 10.056
[84] valid_0's poisson: -108.658 valid_0's l1: 10.0475
[85] valid_0's poisson: -108.685 valid_0's l1: 10.0286
[86] valid_0's poisson: -108.683 valid_0's l1: 10.0063
[87] valid_0's poisson: -108.727 valid_0's l1: 9.99212
[88] valid_0's poisson: -108.731 valid_0's l1: 9.98862
[89] valid_0's poisson: -108.73 valid_0's l1: 9.99072
[90] valid_0's poisson: -108.725 valid_0's l1: 9.98788
[91] valid_0's poisson: -108.733 valid_0's l1: 9.98443
[92] valid_0's poisson: -108.732 valid_0's l1: 9.98586
[93] valid_0's poisson: -108.674 valid_0's l1: 9.98391
[94] valid_0's poisson: -108.674 valid_0's l1: 9.97164
[95] valid_0's poisson: -108.695 valid_0's l1: 9.9689
[96] valid_0's poisson: -108.711 valid_0's l1: 9.97232
[97] valid_0's poisson: -108.716 valid_0's l1: 9.965
[98] valid_0's poisson: -108.695 valid_0's l1: 9.96098
[99] valid_0's poisson: -108.69 valid_0's l1: 9.95527
[100] valid_0's poisson: -108.724 valid_0's l1: 9.95195
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.829 valid_0's l1: 24.7256
[2] valid_0's poisson: -96.5991 valid_0's l1: 21.3497
[3] valid_0's poisson: -101.882 valid_0's l1: 18.2286
[4] valid_0's poisson: -104.262 valid_0's l1: 16.2503
[5] valid_0's poisson: -105.586 valid_0's l1: 14.8384
[6] valid_0's poisson: -106.683 valid_0's l1: 13.6609
[7] valid_0's poisson: -107.151 valid_0's l1: 13.099
[8] valid_0's poisson: -107.601 valid_0's l1: 12.5625
[9] valid_0's poisson: -107.878 valid_0's l1: 12.2379
[10] valid_0's poisson: -108.173 valid_0's l1: 11.8411
[11] valid_0's poisson: -108.292 valid_0's l1: 11.6611
[12] valid_0's poisson: -108.38 valid_0's l1: 11.5141
[13] valid_0's poisson: -108.509 valid_0's l1: 11.2999
[14] valid_0's poisson: -108.561 valid_0's l1: 11.2182
[15] valid_0's poisson: -108.553 valid_0's l1: 11.1564
[16] valid_0's poisson: -108.617 valid_0's l1: 11.0344
[17] valid_0's poisson: -108.62 valid_0's l1: 10.9765
[18] valid_0's poisson: -108.602 valid_0's l1: 10.957
[19] valid_0's poisson: -108.593 valid_0's l1: 10.8883
[20] valid_0's poisson: -108.598 valid_0's l1: 10.8429
[21] valid_0's poisson: -108.581 valid_0's l1: 10.8279
[22] valid_0's poisson: -108.599 valid_0's l1: 10.7801
[23] valid_0's poisson: -108.64 valid_0's l1: 10.7374
[24] valid_0's poisson: -108.624 valid_0's l1: 10.7272
[25] valid_0's poisson: -108.616 valid_0's l1: 10.7108
[26] valid_0's poisson: -108.624 valid_0's l1: 10.6898
[27] valid_0's poisson: -108.637 valid_0's l1: 10.6658
[28] valid_0's poisson: -108.631 valid_0's l1: 10.6683
[29] valid_0's poisson: -108.651 valid_0's l1: 10.6084
[30] valid_0's poisson: -108.633 valid_0's l1: 10.5991
[31] valid_0's poisson: -108.633 valid_0's l1: 10.5756
[32] valid_0's poisson: -108.636 valid_0's l1: 10.5319
[33] valid_0's poisson: -108.628 valid_0's l1: 10.5216
[34] valid_0's poisson: -108.655 valid_0's l1: 10.4801
[35] valid_0's poisson: -108.65 valid_0's l1: 10.4638
[36] valid_0's poisson: -108.645 valid_0's l1: 10.4134
[37] valid_0's poisson: -108.641 valid_0's l1: 10.4115
[38] valid_0's poisson: -108.572 valid_0's l1: 10.4
[39] valid_0's poisson: -108.539 valid_0's l1: 10.3944
[40] valid_0's poisson: -108.552 valid_0's l1: 10.3564
[41] valid_0's poisson: -108.549 valid_0's l1: 10.3517
[42] valid_0's poisson: -108.545 valid_0's l1: 10.3487
[43] valid_0's poisson: -108.518 valid_0's l1: 10.3226
[44] valid_0's poisson: -108.517 valid_0's l1: 10.3182
[45] valid_0's poisson: -108.525 valid_0's l1: 10.2973
[46] valid_0's poisson: -108.421 valid_0's l1: 10.2882
[47] valid_0's poisson: -108.399 valid_0's l1: 10.2863
[48] valid_0's poisson: -108.43 valid_0's l1: 10.2708
[49] valid_0's poisson: -108.464 valid_0's l1: 10.271
[50] valid_0's poisson: -108.437 valid_0's l1: 10.2353
[51] valid_0's poisson: -108.392 valid_0's l1: 10.2261
[52] valid_0's poisson: -108.37 valid_0's l1: 10.2179
[53] valid_0's poisson: -108.375 valid_0's l1: 10.2172
[54] valid_0's poisson: -108.414 valid_0's l1: 10.2032
[55] valid_0's poisson: -108.449 valid_0's l1: 10.1987
[56] valid_0's poisson: -108.391 valid_0's l1: 10.2022
[57] valid_0's poisson: -108.415 valid_0's l1: 10.2008
[58] valid_0's poisson: -108.43 valid_0's l1: 10.1986
[59] valid_0's poisson: -108.343 valid_0's l1: 10.1861
[60] valid_0's poisson: -108.366 valid_0's l1: 10.1875
[61] valid_0's poisson: -108.386 valid_0's l1: 10.178
[62] valid_0's poisson: -108.456 valid_0's l1: 10.1757
[63] valid_0's poisson: -108.472 valid_0's l1: 10.1724
[64] valid_0's poisson: -108.468 valid_0's l1: 10.1578
[65] valid_0's poisson: -108.417 valid_0's l1: 10.1371
[66] valid_0's poisson: -108.421 valid_0's l1: 10.1291
[67] valid_0's poisson: -108.423 valid_0's l1: 10.1264
[68] valid_0's poisson: -108.418 valid_0's l1: 10.1286
[69] valid_0's poisson: -108.425 valid_0's l1: 10.1212
[70] valid_0's poisson: -108.435 valid_0's l1: 10.1011
[71] valid_0's poisson: -108.415 valid_0's l1: 10.0945
[72] valid_0's poisson: -108.43 valid_0's l1: 10.079
[73] valid_0's poisson: -108.416 valid_0's l1: 10.0624
[74] valid_0's poisson: -108.383 valid_0's l1: 10.0533
[75] valid_0's poisson: -108.306 valid_0's l1: 10.0611
[76] valid_0's poisson: -108.263 valid_0's l1: 10.0599
[77] valid_0's poisson: -108.235 valid_0's l1: 10.0412
[78] valid_0's poisson: -108.229 valid_0's l1: 10.0311
[79] valid_0's poisson: -108.223 valid_0's l1: 10.0231
[80] valid_0's poisson: -108.292 valid_0's l1: 10.02
[81] valid_0's poisson: -108.185 valid_0's l1: 10.0207
[82] valid_0's poisson: -108.175 valid_0's l1: 10.0097
[83] valid_0's poisson: -108.21 valid_0's l1: 10.0054
[84] valid_0's poisson: -108.209 valid_0's l1: 10.0034
[85] valid_0's poisson: -108.216 valid_0's l1: 10.0038
[86] valid_0's poisson: -108.244 valid_0's l1: 10.0069
[87] valid_0's poisson: -108.241 valid_0's l1: 10.0033
[88] valid_0's poisson: -108.239 valid_0's l1: 10.003
[89] valid_0's poisson: -108.221 valid_0's l1: 10.0045
[90] valid_0's poisson: -108.172 valid_0's l1: 9.99466
[91] valid_0's poisson: -108.163 valid_0's l1: 9.98924
[92] valid_0's poisson: -108.207 valid_0's l1: 9.98827
[93] valid_0's poisson: -108.172 valid_0's l1: 9.98572
[94] valid_0's poisson: -108.227 valid_0's l1: 9.98528
[95] valid_0's poisson: -108.196 valid_0's l1: 9.98044
[96] valid_0's poisson: -108.177 valid_0's l1: 9.98017
[97] valid_0's poisson: -108.186 valid_0's l1: 9.96571
[98] valid_0's poisson: -108.17 valid_0's l1: 9.96961
[99] valid_0's poisson: -108.104 valid_0's l1: 9.96831
[100] valid_0's poisson: -108.094 valid_0's l1: 9.96149
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.9419 valid_0's l1: 24.6906
[2] valid_0's poisson: -96.6841 valid_0's l1: 21.3251
[3] valid_0's poisson: -101.897 valid_0's l1: 18.2292
[4] valid_0's poisson: -104.534 valid_0's l1: 16.1225
[5] valid_0's poisson: -105.956 valid_0's l1: 14.6154
[6] valid_0's poisson: -106.618 valid_0's l1: 13.8216
[7] valid_0's poisson: -107.345 valid_0's l1: 12.957
[8] valid_0's poisson: -107.709 valid_0's l1: 12.5448
[9] valid_0's poisson: -107.938 valid_0's l1: 12.2143
[10] valid_0's poisson: -108.212 valid_0's l1: 11.8022
[11] valid_0's poisson: -108.345 valid_0's l1: 11.5946
[12] valid_0's poisson: -108.479 valid_0's l1: 11.3868
[13] valid_0's poisson: -108.533 valid_0's l1: 11.2891
[14] valid_0's poisson: -108.607 valid_0's l1: 11.1726
[15] valid_0's poisson: -108.636 valid_0's l1: 11.1284
[16] valid_0's poisson: -108.694 valid_0's l1: 10.988
[17] valid_0's poisson: -108.683 valid_0's l1: 10.9781
[18] valid_0's poisson: -108.692 valid_0's l1: 10.9369
[19] valid_0's poisson: -108.686 valid_0's l1: 10.8608
[20] valid_0's poisson: -108.691 valid_0's l1: 10.8103
[21] valid_0's poisson: -108.722 valid_0's l1: 10.7586
[22] valid_0's poisson: -108.755 valid_0's l1: 10.6956
[23] valid_0's poisson: -108.691 valid_0's l1: 10.6897
[24] valid_0's poisson: -108.706 valid_0's l1: 10.6697
[25] valid_0's poisson: -108.653 valid_0's l1: 10.6548
[26] valid_0's poisson: -108.666 valid_0's l1: 10.6079
[27] valid_0's poisson: -108.655 valid_0's l1: 10.6008
[28] valid_0's poisson: -108.67 valid_0's l1: 10.5719
[29] valid_0's poisson: -108.663 valid_0's l1: 10.568
[30] valid_0's poisson: -108.635 valid_0's l1: 10.5258
[31] valid_0's poisson: -108.653 valid_0's l1: 10.5124
[32] valid_0's poisson: -108.672 valid_0's l1: 10.4939
[33] valid_0's poisson: -108.676 valid_0's l1: 10.4836
[34] valid_0's poisson: -108.672 valid_0's l1: 10.4769
[35] valid_0's poisson: -108.683 valid_0's l1: 10.4575
[36] valid_0's poisson: -108.69 valid_0's l1: 10.4485
[37] valid_0's poisson: -108.722 valid_0's l1: 10.4444
[38] valid_0's poisson: -108.707 valid_0's l1: 10.4445
[39] valid_0's poisson: -108.74 valid_0's l1: 10.4008
[40] valid_0's poisson: -108.713 valid_0's l1: 10.3706
[41] valid_0's poisson: -108.714 valid_0's l1: 10.3607
[42] valid_0's poisson: -108.71 valid_0's l1: 10.3589
[43] valid_0's poisson: -108.727 valid_0's l1: 10.3448
[44] valid_0's poisson: -108.751 valid_0's l1: 10.3141
[45] valid_0's poisson: -108.75 valid_0's l1: 10.3013
[46] valid_0's poisson: -108.765 valid_0's l1: 10.2822
[47] valid_0's poisson: -108.735 valid_0's l1: 10.2771
[48] valid_0's poisson: -108.735 valid_0's l1: 10.266
[49] valid_0's poisson: -108.724 valid_0's l1: 10.2508
[50] valid_0's poisson: -108.737 valid_0's l1: 10.2391
[51] valid_0's poisson: -108.733 valid_0's l1: 10.2288
[52] valid_0's poisson: -108.738 valid_0's l1: 10.2126
[53] valid_0's poisson: -108.74 valid_0's l1: 10.1994
[54] valid_0's poisson: -108.747 valid_0's l1: 10.1879
[55] valid_0's poisson: -108.765 valid_0's l1: 10.1792
[56] valid_0's poisson: -108.777 valid_0's l1: 10.1714
[57] valid_0's poisson: -108.774 valid_0's l1: 10.1636
[58] valid_0's poisson: -108.776 valid_0's l1: 10.1598
[59] valid_0's poisson: -108.787 valid_0's l1: 10.1496
[60] valid_0's poisson: -108.757 valid_0's l1: 10.1291
[61] valid_0's poisson: -108.751 valid_0's l1: 10.1131
[62] valid_0's poisson: -108.757 valid_0's l1: 10.1128
[63] valid_0's poisson: -108.761 valid_0's l1: 10.1125
[64] valid_0's poisson: -108.743 valid_0's l1: 10.0982
[65] valid_0's poisson: -108.74 valid_0's l1: 10.0983
[66] valid_0's poisson: -108.666 valid_0's l1: 10.0975
[67] valid_0's poisson: -108.742 valid_0's l1: 10.0802
[68] valid_0's poisson: -108.752 valid_0's l1: 10.0725
[69] valid_0's poisson: -108.68 valid_0's l1: 10.0706
[70] valid_0's poisson: -108.679 valid_0's l1: 10.0645
[71] valid_0's poisson: -108.695 valid_0's l1: 10.0672
[72] valid_0's poisson: -108.686 valid_0's l1: 10.0708
[73] valid_0's poisson: -108.705 valid_0's l1: 10.0568
[74] valid_0's poisson: -108.634 valid_0's l1: 10.0474
[75] valid_0's poisson: -108.644 valid_0's l1: 10.037
[76] valid_0's poisson: -108.648 valid_0's l1: 10.0353
[77] valid_0's poisson: -108.66 valid_0's l1: 10.0188
[78] valid_0's poisson: -108.657 valid_0's l1: 10.0234
[79] valid_0's poisson: -108.646 valid_0's l1: 10.0236
[80] valid_0's poisson: -108.65 valid_0's l1: 10.0228
[81] valid_0's poisson: -108.646 valid_0's l1: 10.0208
[82] valid_0's poisson: -108.636 valid_0's l1: 10.0244
[83] valid_0's poisson: -108.605 valid_0's l1: 10.0254
[84] valid_0's poisson: -108.597 valid_0's l1: 10.025
[85] valid_0's poisson: -108.579 valid_0's l1: 10.0219
[86] valid_0's poisson: -108.586 valid_0's l1: 10.0131
[87] valid_0's poisson: -108.587 valid_0's l1: 10.0108
[88] valid_0's poisson: -108.619 valid_0's l1: 10.004
[89] valid_0's poisson: -108.584 valid_0's l1: 9.99931
[90] valid_0's poisson: -108.584 valid_0's l1: 9.99375
[91] valid_0's poisson: -108.591 valid_0's l1: 9.97812
[92] valid_0's poisson: -108.586 valid_0's l1: 9.97482
[93] valid_0's poisson: -108.579 valid_0's l1: 9.96951
[94] valid_0's poisson: -108.578 valid_0's l1: 9.95322
[95] valid_0's poisson: -108.567 valid_0's l1: 9.95237
[96] valid_0's poisson: -108.571 valid_0's l1: 9.94226
[97] valid_0's poisson: -108.57 valid_0's l1: 9.94391
[98] valid_0's poisson: -108.568 valid_0's l1: 9.94267
[99] valid_0's poisson: -108.561 valid_0's l1: 9.94204
[100] valid_0's poisson: -108.561 valid_0's l1: 9.94084
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.9411 valid_0's l1: 24.7012
[2] valid_0's poisson: -96.7876 valid_0's l1: 21.2399
[3] valid_0's poisson: -101.467 valid_0's l1: 18.3851
[4] valid_0's poisson: -104.269 valid_0's l1: 16.1995
[5] valid_0's poisson: -105.826 valid_0's l1: 14.6978
[6] valid_0's poisson: -106.445 valid_0's l1: 13.9632
[7] valid_0's poisson: -107.201 valid_0's l1: 13.0924
[8] valid_0's poisson: -107.643 valid_0's l1: 12.595
[9] valid_0's poisson: -107.909 valid_0's l1: 12.2277
[10] valid_0's poisson: -108.095 valid_0's l1: 11.9657
[11] valid_0's poisson: -108.312 valid_0's l1: 11.6647
[12] valid_0's poisson: -108.428 valid_0's l1: 11.4086
[13] valid_0's poisson: -108.424 valid_0's l1: 11.3579
[14] valid_0's poisson: -108.478 valid_0's l1: 11.2303
[15] valid_0's poisson: -108.577 valid_0's l1: 11.0363
[16] valid_0's poisson: -108.629 valid_0's l1: 10.9314
[17] valid_0's poisson: -108.609 valid_0's l1: 10.8972
[18] valid_0's poisson: -108.663 valid_0's l1: 10.8453
[19] valid_0's poisson: -108.674 valid_0's l1: 10.8014
[20] valid_0's poisson: -108.621 valid_0's l1: 10.771
[21] valid_0's poisson: -108.657 valid_0's l1: 10.7394
[22] valid_0's poisson: -108.624 valid_0's l1: 10.7108
[23] valid_0's poisson: -108.654 valid_0's l1: 10.7055
[24] valid_0's poisson: -108.62 valid_0's l1: 10.6927
[25] valid_0's poisson: -108.633 valid_0's l1: 10.6573
[26] valid_0's poisson: -108.568 valid_0's l1: 10.6567
[27] valid_0's poisson: -108.565 valid_0's l1: 10.6522
[28] valid_0's poisson: -108.567 valid_0's l1: 10.648
[29] valid_0's poisson: -108.566 valid_0's l1: 10.6374
[30] valid_0's poisson: -108.565 valid_0's l1: 10.597
[31] valid_0's poisson: -108.562 valid_0's l1: 10.5863
[32] valid_0's poisson: -108.552 valid_0's l1: 10.5653
[33] valid_0's poisson: -108.603 valid_0's l1: 10.5257
[34] valid_0's poisson: -108.607 valid_0's l1: 10.5186
[35] valid_0's poisson: -108.639 valid_0's l1: 10.5133
[36] valid_0's poisson: -108.638 valid_0's l1: 10.4997
[37] valid_0's poisson: -108.595 valid_0's l1: 10.493
[38] valid_0's poisson: -108.641 valid_0's l1: 10.482
[39] valid_0's poisson: -108.619 valid_0's l1: 10.4762
[40] valid_0's poisson: -108.61 valid_0's l1: 10.4625
[41] valid_0's poisson: -108.632 valid_0's l1: 10.4461
[42] valid_0's poisson: -108.593 valid_0's l1: 10.4294
[43] valid_0's poisson: -108.61 valid_0's l1: 10.4145
[44] valid_0's poisson: -108.651 valid_0's l1: 10.392
[45] valid_0's poisson: -108.675 valid_0's l1: 10.3402
[46] valid_0's poisson: -108.638 valid_0's l1: 10.3377
[47] valid_0's poisson: -108.616 valid_0's l1: 10.3281
[48] valid_0's poisson: -108.589 valid_0's l1: 10.3251
[49] valid_0's poisson: -108.6 valid_0's l1: 10.2827
[50] valid_0's poisson: -108.603 valid_0's l1: 10.2841
[51] valid_0's poisson: -108.594 valid_0's l1: 10.2461
[52] valid_0's poisson: -108.442 valid_0's l1: 10.2455
[53] valid_0's poisson: -108.503 valid_0's l1: 10.2277
[54] valid_0's poisson: -108.535 valid_0's l1: 10.2261
[55] valid_0's poisson: -108.487 valid_0's l1: 10.2138
[56] valid_0's poisson: -108.492 valid_0's l1: 10.208
[57] valid_0's poisson: -108.47 valid_0's l1: 10.2026
[58] valid_0's poisson: -108.466 valid_0's l1: 10.2005
[59] valid_0's poisson: -108.484 valid_0's l1: 10.2038
[60] valid_0's poisson: -108.477 valid_0's l1: 10.2029
[61] valid_0's poisson: -108.457 valid_0's l1: 10.1962
[62] valid_0's poisson: -108.463 valid_0's l1: 10.1814
[63] valid_0's poisson: -108.462 valid_0's l1: 10.1801
[64] valid_0's poisson: -108.462 valid_0's l1: 10.1729
[65] valid_0's poisson: -108.461 valid_0's l1: 10.1524
[66] valid_0's poisson: -108.453 valid_0's l1: 10.1504
[67] valid_0's poisson: -108.457 valid_0's l1: 10.1449
[68] valid_0's poisson: -108.46 valid_0's l1: 10.1348
[69] valid_0's poisson: -108.47 valid_0's l1: 10.113
[70] valid_0's poisson: -108.557 valid_0's l1: 10.1057
[71] valid_0's poisson: -108.569 valid_0's l1: 10.0813
[72] valid_0's poisson: -108.486 valid_0's l1: 10.0665
[73] valid_0's poisson: -108.497 valid_0's l1: 10.0584
[74] valid_0's poisson: -108.477 valid_0's l1: 10.0596
[75] valid_0's poisson: -108.454 valid_0's l1: 10.0582
[76] valid_0's poisson: -108.454 valid_0's l1: 10.0582
[77] valid_0's poisson: -108.447 valid_0's l1: 10.0514
[78] valid_0's poisson: -108.443 valid_0's l1: 10.0508
[79] valid_0's poisson: -108.415 valid_0's l1: 10.049
[80] valid_0's poisson: -108.409 valid_0's l1: 10.0415
[81] valid_0's poisson: -108.411 valid_0's l1: 10.0366
[82] valid_0's poisson: -108.4 valid_0's l1: 10.0365
[83] valid_0's poisson: -108.411 valid_0's l1: 10.0348
[84] valid_0's poisson: -108.38 valid_0's l1: 10.0287
[85] valid_0's poisson: -108.436 valid_0's l1: 10.0275
[86] valid_0's poisson: -108.428 valid_0's l1: 10.0048
[87] valid_0's poisson: -108.438 valid_0's l1: 10.0029
[88] valid_0's poisson: -108.474 valid_0's l1: 9.99958
[89] valid_0's poisson: -108.472 valid_0's l1: 9.98371
[90] valid_0's poisson: -108.473 valid_0's l1: 9.98275
[91] valid_0's poisson: -108.473 valid_0's l1: 9.97344
[92] valid_0's poisson: -108.459 valid_0's l1: 9.97523
[93] valid_0's poisson: -108.463 valid_0's l1: 9.97043
[94] valid_0's poisson: -108.439 valid_0's l1: 9.97105
[95] valid_0's poisson: -108.463 valid_0's l1: 9.94858
[96] valid_0's poisson: -108.469 valid_0's l1: 9.9463
[97] valid_0's poisson: -108.497 valid_0's l1: 9.9486
[98] valid_0's poisson: -108.467 valid_0's l1: 9.94927
[99] valid_0's poisson: -108.472 valid_0's l1: 9.94535
[100] valid_0's poisson: -108.477 valid_0's l1: 9.94018
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.9235 valid_0's l1: 24.6844
[2] valid_0's poisson: -97.1917 valid_0's l1: 21.1326
[3] valid_0's poisson: -101.771 valid_0's l1: 18.297
[4] valid_0's poisson: -104.151 valid_0's l1: 16.2797
[5] valid_0's poisson: -105.722 valid_0's l1: 14.7669
[6] valid_0's poisson: -106.656 valid_0's l1: 13.6941
[7] valid_0's poisson: -107.086 valid_0's l1: 13.1425
[8] valid_0's poisson: -107.485 valid_0's l1: 12.6597
[9] valid_0's poisson: -107.941 valid_0's l1: 12.0739
[10] valid_0's poisson: -108.109 valid_0's l1: 11.8388
[11] valid_0's poisson: -108.258 valid_0's l1: 11.608
[12] valid_0's poisson: -108.379 valid_0's l1: 11.4375
[13] valid_0's poisson: -108.431 valid_0's l1: 11.3393
[14] valid_0's poisson: -108.495 valid_0's l1: 11.2266
[15] valid_0's poisson: -108.435 valid_0's l1: 11.1942
[16] valid_0's poisson: -108.465 valid_0's l1: 11.1417
[17] valid_0's poisson: -108.494 valid_0's l1: 11.081
[18] valid_0's poisson: -108.517 valid_0's l1: 11.0326
[19] valid_0's poisson: -108.584 valid_0's l1: 10.9491
[20] valid_0's poisson: -108.566 valid_0's l1: 10.8662
[21] valid_0's poisson: -108.583 valid_0's l1: 10.7768
[22] valid_0's poisson: -108.513 valid_0's l1: 10.7682
[23] valid_0's poisson: -108.519 valid_0's l1: 10.7519
[24] valid_0's poisson: -108.484 valid_0's l1: 10.7484
[25] valid_0's poisson: -108.495 valid_0's l1: 10.725
[26] valid_0's poisson: -108.509 valid_0's l1: 10.7223
[27] valid_0's poisson: -108.483 valid_0's l1: 10.6715
[28] valid_0's poisson: -108.533 valid_0's l1: 10.6274
[29] valid_0's poisson: -108.509 valid_0's l1: 10.6139
[30] valid_0's poisson: -108.541 valid_0's l1: 10.5607
[31] valid_0's poisson: -108.545 valid_0's l1: 10.5419
[32] valid_0's poisson: -108.487 valid_0's l1: 10.5388
[33] valid_0's poisson: -108.339 valid_0's l1: 10.5295
[34] valid_0's poisson: -108.343 valid_0's l1: 10.5211
[35] valid_0's poisson: -108.296 valid_0's l1: 10.514
[36] valid_0's poisson: -108.331 valid_0's l1: 10.4997
[37] valid_0's poisson: -108.354 valid_0's l1: 10.4986
[38] valid_0's poisson: -108.369 valid_0's l1: 10.4545
[39] valid_0's poisson: -108.407 valid_0's l1: 10.3834
[40] valid_0's poisson: -108.399 valid_0's l1: 10.3672
[41] valid_0's poisson: -108.411 valid_0's l1: 10.3651
[42] valid_0's poisson: -108.458 valid_0's l1: 10.3434
[43] valid_0's poisson: -108.473 valid_0's l1: 10.3302
[44] valid_0's poisson: -108.496 valid_0's l1: 10.2881
[45] valid_0's poisson: -108.5 valid_0's l1: 10.2852
[46] valid_0's poisson: -108.501 valid_0's l1: 10.2672
[47] valid_0's poisson: -108.512 valid_0's l1: 10.2549
[48] valid_0's poisson: -108.494 valid_0's l1: 10.2407
[49] valid_0's poisson: -108.509 valid_0's l1: 10.2305
[50] valid_0's poisson: -108.491 valid_0's l1: 10.2138
[51] valid_0's poisson: -108.489 valid_0's l1: 10.1906
[52] valid_0's poisson: -108.497 valid_0's l1: 10.1884
[53] valid_0's poisson: -108.52 valid_0's l1: 10.1692
[54] valid_0's poisson: -108.475 valid_0's l1: 10.1718
[55] valid_0's poisson: -108.539 valid_0's l1: 10.1702
[56] valid_0's poisson: -108.545 valid_0's l1: 10.1486
[57] valid_0's poisson: -108.553 valid_0's l1: 10.1394
[58] valid_0's poisson: -108.557 valid_0's l1: 10.1315
[59] valid_0's poisson: -108.551 valid_0's l1: 10.1321
[60] valid_0's poisson: -108.496 valid_0's l1: 10.1267
[61] valid_0's poisson: -108.499 valid_0's l1: 10.1257
[62] valid_0's poisson: -108.495 valid_0's l1: 10.117
[63] valid_0's poisson: -108.518 valid_0's l1: 10.1049
[64] valid_0's poisson: -108.49 valid_0's l1: 10.1021
[65] valid_0's poisson: -108.524 valid_0's l1: 10.096
[66] valid_0's poisson: -108.469 valid_0's l1: 10.088
[67] valid_0's poisson: -108.494 valid_0's l1: 10.0858
[68] valid_0's poisson: -108.482 valid_0's l1: 10.0851
[69] valid_0's poisson: -108.452 valid_0's l1: 10.0769
[70] valid_0's poisson: -108.532 valid_0's l1: 10.0678
[71] valid_0's poisson: -108.411 valid_0's l1: 10.0611
[72] valid_0's poisson: -108.427 valid_0's l1: 10.0497
[73] valid_0's poisson: -108.423 valid_0's l1: 10.0394
[74] valid_0's poisson: -108.413 valid_0's l1: 10.0308
[75] valid_0's poisson: -108.358 valid_0's l1: 10.0229
[76] valid_0's poisson: -108.422 valid_0's l1: 10.0266
[77] valid_0's poisson: -108.414 valid_0's l1: 10.003
[78] valid_0's poisson: -108.415 valid_0's l1: 9.99907
[79] valid_0's poisson: -108.401 valid_0's l1: 9.99852
[80] valid_0's poisson: -108.395 valid_0's l1: 9.98391
[81] valid_0's poisson: -108.395 valid_0's l1: 9.98269
[82] valid_0's poisson: -108.387 valid_0's l1: 9.96102
[83] valid_0's poisson: -108.401 valid_0's l1: 9.95682
[84] valid_0's poisson: -108.402 valid_0's l1: 9.96244
[85] valid_0's poisson: -108.389 valid_0's l1: 9.94948
[86] valid_0's poisson: -108.395 valid_0's l1: 9.93742
[87] valid_0's poisson: -108.416 valid_0's l1: 9.93651
[88] valid_0's poisson: -108.416 valid_0's l1: 9.93176
[89] valid_0's poisson: -108.398 valid_0's l1: 9.9239
[90] valid_0's poisson: -108.398 valid_0's l1: 9.92232
[91] valid_0's poisson: -108.356 valid_0's l1: 9.9188
[92] valid_0's poisson: -108.358 valid_0's l1: 9.91654
[93] valid_0's poisson: -108.375 valid_0's l1: 9.90539
[94] valid_0's poisson: -108.382 valid_0's l1: 9.89261
[95] valid_0's poisson: -108.381 valid_0's l1: 9.89349
[96] valid_0's poisson: -108.38 valid_0's l1: 9.89421
[97] valid_0's poisson: -108.355 valid_0's l1: 9.87274
[98] valid_0's poisson: -108.411 valid_0's l1: 9.86456
[99] valid_0's poisson: -108.388 valid_0's l1: 9.8646
[100] valid_0's poisson: -108.352 valid_0's l1: 9.86588
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.6043 valid_0's l1: 29.279
[2] valid_0's poisson: -80.8228 valid_0's l1: 29.202
[3] valid_0's poisson: -81.038 valid_0's l1: 29.1254
[4] valid_0's poisson: -81.25 valid_0's l1: 29.049
[5] valid_0's poisson: -81.4588 valid_0's l1: 28.9729
[6] valid_0's poisson: -81.6647 valid_0's l1: 28.8971
[7] valid_0's poisson: -81.8675 valid_0's l1: 28.8218
[8] valid_0's poisson: -82.0734 valid_0's l1: 28.7462
[9] valid_0's poisson: -82.2762 valid_0's l1: 28.6708
[10] valid_0's poisson: -82.4778 valid_0's l1: 28.595
[11] valid_0's poisson: -82.6747 valid_0's l1: 28.5203
[12] valid_0's poisson: -82.8686 valid_0's l1: 28.4458
[13] valid_0's poisson: -83.0597 valid_0's l1: 28.3717
[14] valid_0's poisson: -83.248 valid_0's l1: 28.2978
[15] valid_0's poisson: -83.4336 valid_0's l1: 28.2243
[16] valid_0's poisson: -83.6184 valid_0's l1: 28.1503
[17] valid_0's poisson: -83.7988 valid_0's l1: 28.0776
[18] valid_0's poisson: -83.9789 valid_0's l1: 28.005
[19] valid_0's poisson: -84.1579 valid_0's l1: 27.9323
[20] valid_0's poisson: -84.3335 valid_0's l1: 27.8603
[21] valid_0's poisson: -84.5086 valid_0's l1: 27.7876
[22] valid_0's poisson: -84.6794 valid_0's l1: 27.7162
[23] valid_0's poisson: -84.8479 valid_0's l1: 27.6451
[24] valid_0's poisson: -85.023 valid_0's l1: 27.5728
[25] valid_0's poisson: -85.1987 valid_0's l1: 27.4996
[26] valid_0's poisson: -85.3708 valid_0's l1: 27.4277
[27] valid_0's poisson: -85.5405 valid_0's l1: 27.3561
[28] valid_0's poisson: -85.7094 valid_0's l1: 27.2844
[29] valid_0's poisson: -85.8686 valid_0's l1: 27.2151
[30] valid_0's poisson: -86.0224 valid_0's l1: 27.1467
[31] valid_0's poisson: -86.1907 valid_0's l1: 27.0748
[32] valid_0's poisson: -86.3493 valid_0's l1: 27.0056
[33] valid_0's poisson: -86.5059 valid_0's l1: 26.9366
[34] valid_0's poisson: -86.655 valid_0's l1: 26.8695
[35] valid_0's poisson: -86.8022 valid_0's l1: 26.8029
[36] valid_0's poisson: -86.9471 valid_0's l1: 26.7371
[37] valid_0's poisson: -87.0901 valid_0's l1: 26.6717
[38] valid_0's poisson: -87.2313 valid_0's l1: 26.6068
[39] valid_0's poisson: -87.3708 valid_0's l1: 26.5423
[40] valid_0's poisson: -87.5158 valid_0's l1: 26.4758
[41] valid_0's poisson: -87.659 valid_0's l1: 26.4098
[42] valid_0's poisson: -87.8041 valid_0's l1: 26.3434
[43] valid_0's poisson: -87.9358 valid_0's l1: 26.2806
[44] valid_0's poisson: -88.066 valid_0's l1: 26.2181
[45] valid_0's poisson: -88.2035 valid_0's l1: 26.1527
[46] valid_0's poisson: -88.3388 valid_0's l1: 26.0877
[47] valid_0's poisson: -88.4707 valid_0's l1: 26.0238
[48] valid_0's poisson: -88.6013 valid_0's l1: 25.9603
[49] valid_0's poisson: -88.7318 valid_0's l1: 25.8972
[50] valid_0's poisson: -88.8536 valid_0's l1: 25.8365
[51] valid_0's poisson: -88.9749 valid_0's l1: 25.7755
[52] valid_0's poisson: -89.1033 valid_0's l1: 25.7129
[53] valid_0's poisson: -89.2235 valid_0's l1: 25.6517
[54] valid_0's poisson: -89.3479 valid_0's l1: 25.5892
[55] valid_0's poisson: -89.4692 valid_0's l1: 25.5291
[56] valid_0's poisson: -89.5915 valid_0's l1: 25.4679
[57] valid_0's poisson: -89.7327 valid_0's l1: 25.4026
[58] valid_0's poisson: -89.864 valid_0's l1: 25.3397
[59] valid_0's poisson: -89.9748 valid_0's l1: 25.2813
[60] valid_0's poisson: -90.1054 valid_0's l1: 25.2185
[61] valid_0's poisson: -90.2358 valid_0's l1: 25.1558
[62] valid_0's poisson: -90.3519 valid_0's l1: 25.0968
[63] valid_0's poisson: -90.4666 valid_0's l1: 25.0382
[64] valid_0's poisson: -90.5809 valid_0's l1: 24.9796
[65] valid_0's poisson: -90.6905 valid_0's l1: 24.923
[66] valid_0's poisson: -90.8028 valid_0's l1: 24.865
[67] valid_0's poisson: -90.9152 valid_0's l1: 24.8066
[68] valid_0's poisson: -91.0206 valid_0's l1: 24.7496
[69] valid_0's poisson: -91.1383 valid_0's l1: 24.6905
[70] valid_0's poisson: -91.2536 valid_0's l1: 24.6323
[71] valid_0's poisson: -91.3556 valid_0's l1: 24.5763
[72] valid_0's poisson: -91.4648 valid_0's l1: 24.5189
[73] valid_0's poisson: -91.5724 valid_0's l1: 24.4621
[74] valid_0's poisson: -91.6796 valid_0's l1: 24.4052
[75] valid_0's poisson: -91.7856 valid_0's l1: 24.3485
[76] valid_0's poisson: -91.8903 valid_0's l1: 24.2921
[77] valid_0's poisson: -91.9941 valid_0's l1: 24.2359
[78] valid_0's poisson: -92.0968 valid_0's l1: 24.1797
[79] valid_0's poisson: -92.1985 valid_0's l1: 24.124
[80] valid_0's poisson: -92.3043 valid_0's l1: 24.067
[81] valid_0's poisson: -92.4042 valid_0's l1: 24.0122
[82] valid_0's poisson: -92.5032 valid_0's l1: 23.9573
[83] valid_0's poisson: -92.6012 valid_0's l1: 23.9026
[84] valid_0's poisson: -92.7002 valid_0's l1: 23.8482
[85] valid_0's poisson: -92.8065 valid_0's l1: 23.7917
[86] valid_0's poisson: -92.8997 valid_0's l1: 23.7389
[87] valid_0's poisson: -93.0578 valid_0's l1: 23.6745
[88] valid_0's poisson: -93.1626 valid_0's l1: 23.6177
[89] valid_0's poisson: -93.256 valid_0's l1: 23.5647
[90] valid_0's poisson: -93.348 valid_0's l1: 23.5125
[91] valid_0's poisson: -93.4451 valid_0's l1: 23.4588
[92] valid_0's poisson: -93.5973 valid_0's l1: 23.3958
[93] valid_0's poisson: -93.6864 valid_0's l1: 23.3445
[94] valid_0's poisson: -93.7764 valid_0's l1: 23.2925
[95] valid_0's poisson: -93.8636 valid_0's l1: 23.2416
[96] valid_0's poisson: -93.99 valid_0's l1: 23.1857
[97] valid_0's poisson: -94.1313 valid_0's l1: 23.1251
[98] valid_0's poisson: -94.2708 valid_0's l1: 23.0645
[99] valid_0's poisson: -94.402 valid_0's l1: 23.005
[100] valid_0's poisson: -94.5382 valid_0's l1: 22.9446
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.6055 valid_0's l1: 29.279
[2] valid_0's poisson: -80.8336 valid_0's l1: 29.201
[3] valid_0's poisson: -81.0566 valid_0's l1: 29.1235
[4] valid_0's poisson: -81.275 valid_0's l1: 29.0467
[5] valid_0's poisson: -81.4902 valid_0's l1: 28.9701
[6] valid_0's poisson: -81.7021 valid_0's l1: 28.8937
[7] valid_0's poisson: -81.9108 valid_0's l1: 28.8178
[8] valid_0's poisson: -82.119 valid_0's l1: 28.7416
[9] valid_0's poisson: -82.3225 valid_0's l1: 28.6656
[10] valid_0's poisson: -82.5245 valid_0's l1: 28.5901
[11] valid_0's poisson: -82.7235 valid_0's l1: 28.5149
[12] valid_0's poisson: -82.9197 valid_0's l1: 28.4399
[13] valid_0's poisson: -83.115 valid_0's l1: 28.3645
[14] valid_0's poisson: -83.3082 valid_0's l1: 28.289
[15] valid_0's poisson: -83.4995 valid_0's l1: 28.2137
[16] valid_0's poisson: -83.6866 valid_0's l1: 28.1394
[17] valid_0's poisson: -83.8695 valid_0's l1: 28.0662
[18] valid_0's poisson: -84.0505 valid_0's l1: 27.9927
[19] valid_0's poisson: -84.2376 valid_0's l1: 27.9176
[20] valid_0's poisson: -84.4226 valid_0's l1: 27.8424
[21] valid_0's poisson: -84.6105 valid_0's l1: 27.7665
[22] valid_0's poisson: -84.7955 valid_0's l1: 27.6912
[23] valid_0's poisson: -84.9642 valid_0's l1: 27.6192
[24] valid_0's poisson: -85.1307 valid_0's l1: 27.5477
[25] valid_0's poisson: -85.2949 valid_0's l1: 27.4764
[26] valid_0's poisson: -85.4598 valid_0's l1: 27.406
[27] valid_0's poisson: -85.6341 valid_0's l1: 27.3331
[28] valid_0's poisson: -85.8059 valid_0's l1: 27.261
[29] valid_0's poisson: -85.9753 valid_0's l1: 27.1894
[30] valid_0's poisson: -86.1419 valid_0's l1: 27.118
[31] valid_0's poisson: -86.3062 valid_0's l1: 27.047
[32] valid_0's poisson: -86.4594 valid_0's l1: 26.9784
[33] valid_0's poisson: -86.6096 valid_0's l1: 26.9107
[34] valid_0's poisson: -86.7841 valid_0's l1: 26.838
[35] valid_0's poisson: -86.956 valid_0's l1: 26.7658
[36] valid_0's poisson: -87.1036 valid_0's l1: 26.6978
[37] valid_0's poisson: -87.2669 valid_0's l1: 26.6271
[38] valid_0's poisson: -87.4278 valid_0's l1: 26.557
[39] valid_0's poisson: -87.5865 valid_0's l1: 26.4873
[40] valid_0's poisson: -87.7433 valid_0's l1: 26.4181
[41] valid_0's poisson: -87.8874 valid_0's l1: 26.3511
[42] valid_0's poisson: -88.0449 valid_0's l1: 26.2818
[43] valid_0's poisson: -88.2003 valid_0's l1: 26.2126
[44] valid_0's poisson: -88.3399 valid_0's l1: 26.1465
[45] valid_0's poisson: -88.4742 valid_0's l1: 26.082
[46] valid_0's poisson: -88.6089 valid_0's l1: 26.0172
[47] valid_0's poisson: -88.7432 valid_0's l1: 25.9528
[48] valid_0's poisson: -88.8745 valid_0's l1: 25.8887
[49] valid_0's poisson: -89.0035 valid_0's l1: 25.8251
[50] valid_0's poisson: -89.1308 valid_0's l1: 25.762
[51] valid_0's poisson: -89.2593 valid_0's l1: 25.6985
[52] valid_0's poisson: -89.3881 valid_0's l1: 25.6345
[53] valid_0's poisson: -89.5115 valid_0's l1: 25.5729
[54] valid_0's poisson: -89.6374 valid_0's l1: 25.5101
[55] valid_0's poisson: -89.7617 valid_0's l1: 25.4476
[56] valid_0's poisson: -89.8796 valid_0's l1: 25.3872
[57] valid_0's poisson: -89.9925 valid_0's l1: 25.3276
[58] valid_0's poisson: -90.1039 valid_0's l1: 25.2688
[59] valid_0's poisson: -90.2256 valid_0's l1: 25.2071
[60] valid_0's poisson: -90.3402 valid_0's l1: 25.1482
[61] valid_0's poisson: -90.4538 valid_0's l1: 25.0895
[62] valid_0's poisson: -90.5661 valid_0's l1: 25.0311
[63] valid_0's poisson: -90.6771 valid_0's l1: 24.9729
[64] valid_0's poisson: -90.7868 valid_0's l1: 24.9153
[65] valid_0's poisson: -90.8943 valid_0's l1: 24.8583
[66] valid_0's poisson: -90.9991 valid_0's l1: 24.8015
[67] valid_0's poisson: -91.1052 valid_0's l1: 24.7435
[68] valid_0's poisson: -91.2101 valid_0's l1: 24.6859
[69] valid_0's poisson: -91.3139 valid_0's l1: 24.6287
[70] valid_0's poisson: -91.4125 valid_0's l1: 24.5742
[71] valid_0's poisson: -91.5107 valid_0's l1: 24.5199
[72] valid_0's poisson: -91.6146 valid_0's l1: 24.4635
[73] valid_0's poisson: -91.7104 valid_0's l1: 24.4099
[74] valid_0's poisson: -91.8066 valid_0's l1: 24.3561
[75] valid_0's poisson: -91.9035 valid_0's l1: 24.3021
[76] valid_0's poisson: -92.0037 valid_0's l1: 24.2468
[77] valid_0's poisson: -92.096 valid_0's l1: 24.1942
[78] valid_0's poisson: -92.1991 valid_0's l1: 24.1377
[79] valid_0's poisson: -92.2918 valid_0's l1: 24.0847
[80] valid_0's poisson: -92.3938 valid_0's l1: 24.0293
[81] valid_0's poisson: -92.495 valid_0's l1: 23.9726
[82] valid_0's poisson: -92.603 valid_0's l1: 23.9154
[83] valid_0's poisson: -92.7067 valid_0's l1: 23.8593
[84] valid_0's poisson: -92.81 valid_0's l1: 23.8042
[85] valid_0's poisson: -92.9078 valid_0's l1: 23.7501
[86] valid_0's poisson: -93.0033 valid_0's l1: 23.697
[87] valid_0's poisson: -93.0993 valid_0's l1: 23.6433
[88] valid_0's poisson: -93.1942 valid_0's l1: 23.5899
[89] valid_0's poisson: -93.3511 valid_0's l1: 23.5255
[90] valid_0's poisson: -93.4422 valid_0's l1: 23.4732
[91] valid_0's poisson: -93.5355 valid_0's l1: 23.4202
[92] valid_0's poisson: -93.6258 valid_0's l1: 23.368
[93] valid_0's poisson: -93.7149 valid_0's l1: 23.316
[94] valid_0's poisson: -93.8553 valid_0's l1: 23.2546
[95] valid_0's poisson: -93.9383 valid_0's l1: 23.205
[96] valid_0's poisson: -94.0216 valid_0's l1: 23.155
[97] valid_0's poisson: -94.1084 valid_0's l1: 23.1038
[98] valid_0's poisson: -94.2427 valid_0's l1: 23.0434
[99] valid_0's poisson: -94.3812 valid_0's l1: 22.9835
[100] valid_0's poisson: -94.5245 valid_0's l1: 22.9213
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.6068 valid_0's l1: 29.2778
[2] valid_0's poisson: -80.827 valid_0's l1: 29.2003
[3] valid_0's poisson: -81.0447 valid_0's l1: 29.1226
[4] valid_0's poisson: -81.2592 valid_0's l1: 29.0452
[5] valid_0's poisson: -81.4705 valid_0's l1: 28.9681
[6] valid_0's poisson: -81.6777 valid_0's l1: 28.8918
[7] valid_0's poisson: -81.8829 valid_0's l1: 28.8154
[8] valid_0's poisson: -82.092 valid_0's l1: 28.7391
[9] valid_0's poisson: -82.2979 valid_0's l1: 28.663
[10] valid_0's poisson: -82.4999 valid_0's l1: 28.5878
[11] valid_0's poisson: -82.6997 valid_0's l1: 28.5123
[12] valid_0's poisson: -82.8966 valid_0's l1: 28.4372
[13] valid_0's poisson: -83.0882 valid_0's l1: 28.3629
[14] valid_0's poisson: -83.2783 valid_0's l1: 28.2884
[15] valid_0's poisson: -83.4657 valid_0's l1: 28.2142
[16] valid_0's poisson: -83.6504 valid_0's l1: 28.1403
[17] valid_0's poisson: -83.8324 valid_0's l1: 28.0667
[18] valid_0's poisson: -84.0098 valid_0's l1: 27.9946
[19] valid_0's poisson: -84.1861 valid_0's l1: 27.9225
[20] valid_0's poisson: -84.3627 valid_0's l1: 27.8504
[21] valid_0's poisson: -84.5353 valid_0's l1: 27.7795
[22] valid_0's poisson: -84.702 valid_0's l1: 27.7094
[23] valid_0's poisson: -84.8832 valid_0's l1: 27.6354
[24] valid_0's poisson: -85.0617 valid_0's l1: 27.5619
[25] valid_0's poisson: -85.2414 valid_0's l1: 27.4884
[26] valid_0's poisson: -85.4119 valid_0's l1: 27.4159
[27] valid_0's poisson: -85.5867 valid_0's l1: 27.3431
[28] valid_0's poisson: -85.759 valid_0's l1: 27.2707
[29] valid_0's poisson: -85.9395 valid_0's l1: 27.199
[30] valid_0's poisson: -86.1072 valid_0's l1: 27.1279
[31] valid_0's poisson: -86.2728 valid_0's l1: 27.0569
[32] valid_0's poisson: -86.4372 valid_0's l1: 26.9856
[33] valid_0's poisson: -86.5992 valid_0's l1: 26.9151
[34] valid_0's poisson: -86.7525 valid_0's l1: 26.8461
[35] valid_0's poisson: -86.9095 valid_0's l1: 26.7766
[36] valid_0's poisson: -87.0644 valid_0's l1: 26.7073
[37] valid_0's poisson: -87.2325 valid_0's l1: 26.6373
[38] valid_0's poisson: -87.375 valid_0's l1: 26.572
[39] valid_0's poisson: -87.5245 valid_0's l1: 26.5036
[40] valid_0's poisson: -87.6721 valid_0's l1: 26.4354
[41] valid_0's poisson: -87.8095 valid_0's l1: 26.3709
[42] valid_0's poisson: -87.9451 valid_0's l1: 26.3069
[43] valid_0's poisson: -88.0791 valid_0's l1: 26.2431
[44] valid_0's poisson: -88.2114 valid_0's l1: 26.1797
[45] valid_0's poisson: -88.3489 valid_0's l1: 26.114
[46] valid_0's poisson: -88.4847 valid_0's l1: 26.0487
[47] valid_0's poisson: -88.6342 valid_0's l1: 25.9821
[48] valid_0's poisson: -88.7818 valid_0's l1: 25.9158
[49] valid_0's poisson: -88.9272 valid_0's l1: 25.8498
[50] valid_0's poisson: -89.0563 valid_0's l1: 25.786
[51] valid_0's poisson: -89.1823 valid_0's l1: 25.723
[52] valid_0's poisson: -89.3088 valid_0's l1: 25.6598
[53] valid_0's poisson: -89.4348 valid_0's l1: 25.5965
[54] valid_0's poisson: -89.5534 valid_0's l1: 25.536
[55] valid_0's poisson: -89.6749 valid_0's l1: 25.4738
[56] valid_0's poisson: -89.7953 valid_0's l1: 25.4123
[57] valid_0's poisson: -89.9143 valid_0's l1: 25.3512
[58] valid_0's poisson: -90.0332 valid_0's l1: 25.2898
[59] valid_0's poisson: -90.152 valid_0's l1: 25.2298
[60] valid_0's poisson: -90.2659 valid_0's l1: 25.1711
[61] valid_0's poisson: -90.378 valid_0's l1: 25.1122
[62] valid_0's poisson: -90.4869 valid_0's l1: 25.0539
[63] valid_0's poisson: -90.6048 valid_0's l1: 24.9938
[64] valid_0's poisson: -90.722 valid_0's l1: 24.9333
[65] valid_0's poisson: -90.8312 valid_0's l1: 24.8744
[66] valid_0's poisson: -90.9376 valid_0's l1: 24.8169
[67] valid_0's poisson: -91.0436 valid_0's l1: 24.759
[68] valid_0's poisson: -91.1476 valid_0's l1: 24.7021
[69] valid_0's poisson: -91.2573 valid_0's l1: 24.6444
[70] valid_0's poisson: -91.3685 valid_0's l1: 24.586
[71] valid_0's poisson: -91.4783 valid_0's l1: 24.5278
[72] valid_0's poisson: -91.5869 valid_0's l1: 24.4701
[73] valid_0's poisson: -91.6941 valid_0's l1: 24.4127
[74] valid_0's poisson: -91.8002 valid_0's l1: 24.3557
[75] valid_0's poisson: -91.9041 valid_0's l1: 24.2987
[76] valid_0's poisson: -92.0021 valid_0's l1: 24.2439
[77] valid_0's poisson: -92.1042 valid_0's l1: 24.187
[78] valid_0's poisson: -92.2048 valid_0's l1: 24.1313
[79] valid_0's poisson: -92.3147 valid_0's l1: 24.0733
[80] valid_0's poisson: -92.4134 valid_0's l1: 24.0178
[81] valid_0's poisson: -92.5109 valid_0's l1: 23.9627
[82] valid_0's poisson: -92.6171 valid_0's l1: 23.9057
[83] valid_0's poisson: -92.7125 valid_0's l1: 23.8514
[84] valid_0's poisson: -92.8107 valid_0's l1: 23.7971
[85] valid_0's poisson: -92.9069 valid_0's l1: 23.7436
[86] valid_0's poisson: -93.0036 valid_0's l1: 23.6895
[87] valid_0's poisson: -93.0978 valid_0's l1: 23.6358
[88] valid_0's poisson: -93.1909 valid_0's l1: 23.5823
[89] valid_0's poisson: -93.2841 valid_0's l1: 23.5292
[90] valid_0's poisson: -93.3852 valid_0's l1: 23.4743
[91] valid_0's poisson: -93.4824 valid_0's l1: 23.4207
[92] valid_0's poisson: -93.5794 valid_0's l1: 23.3677
[93] valid_0's poisson: -93.6684 valid_0's l1: 23.3161
[94] valid_0's poisson: -93.7646 valid_0's l1: 23.264
[95] valid_0's poisson: -93.8515 valid_0's l1: 23.2132
[96] valid_0's poisson: -93.9967 valid_0's l1: 23.1532
[97] valid_0's poisson: -94.1436 valid_0's l1: 23.0923
[98] valid_0's poisson: -94.2725 valid_0's l1: 23.0367
[99] valid_0's poisson: -94.3981 valid_0's l1: 22.9818
[100] valid_0's poisson: -94.5442 valid_0's l1: 22.9196
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.6072 valid_0's l1: 29.2785
[2] valid_0's poisson: -80.8285 valid_0's l1: 29.2011
[3] valid_0's poisson: -81.0468 valid_0's l1: 29.1239
[4] valid_0's poisson: -81.2617 valid_0's l1: 29.047
[5] valid_0's poisson: -81.4734 valid_0's l1: 28.9703
[6] valid_0's poisson: -81.682 valid_0's l1: 28.8939
[7] valid_0's poisson: -81.8871 valid_0's l1: 28.8184
[8] valid_0's poisson: -82.0975 valid_0's l1: 28.7414
[9] valid_0's poisson: -82.3004 valid_0's l1: 28.6666
[10] valid_0's poisson: -82.5003 valid_0's l1: 28.5921
[11] valid_0's poisson: -82.7016 valid_0's l1: 28.516
[12] valid_0's poisson: -82.8957 valid_0's l1: 28.442
[13] valid_0's poisson: -83.091 valid_0's l1: 28.3667
[14] valid_0's poisson: -83.281 valid_0's l1: 28.2928
[15] valid_0's poisson: -83.4708 valid_0's l1: 28.2179
[16] valid_0's poisson: -83.6583 valid_0's l1: 28.144
[17] valid_0's poisson: -83.8431 valid_0's l1: 28.0704
[18] valid_0's poisson: -84.0246 valid_0's l1: 27.9972
[19] valid_0's poisson: -84.2034 valid_0's l1: 27.9249
[20] valid_0's poisson: -84.3797 valid_0's l1: 27.8528
[21] valid_0's poisson: -84.5609 valid_0's l1: 27.7787
[22] valid_0's poisson: -84.7401 valid_0's l1: 27.7049
[23] valid_0's poisson: -84.917 valid_0's l1: 27.6315
[24] valid_0's poisson: -85.0947 valid_0's l1: 27.5584
[25] valid_0's poisson: -85.2719 valid_0's l1: 27.485
[26] valid_0's poisson: -85.4582 valid_0's l1: 27.4119
[27] valid_0's poisson: -85.6439 valid_0's l1: 27.3382
[28] valid_0's poisson: -85.8267 valid_0's l1: 27.2651
[29] valid_0's poisson: -85.994 valid_0's l1: 27.1934
[30] valid_0's poisson: -86.1718 valid_0's l1: 27.121
[31] valid_0's poisson: -86.3279 valid_0's l1: 27.0519
[32] valid_0's poisson: -86.488 valid_0's l1: 26.9813
[33] valid_0's poisson: -86.646 valid_0's l1: 26.9108
[34] valid_0's poisson: -86.802 valid_0's l1: 26.8407
[35] valid_0's poisson: -86.9501 valid_0's l1: 26.773
[36] valid_0's poisson: -87.0878 valid_0's l1: 26.709
[37] valid_0's poisson: -87.2523 valid_0's l1: 26.6385
[38] valid_0's poisson: -87.4018 valid_0's l1: 26.5706
[39] valid_0's poisson: -87.5369 valid_0's l1: 26.5072
[40] valid_0's poisson: -87.6815 valid_0's l1: 26.4407
[41] valid_0's poisson: -87.8132 valid_0's l1: 26.3781
[42] valid_0's poisson: -87.9433 valid_0's l1: 26.3158
[43] valid_0's poisson: -88.0689 valid_0's l1: 26.2545
[44] valid_0's poisson: -88.2192 valid_0's l1: 26.1873
[45] valid_0's poisson: -88.3676 valid_0's l1: 26.1203
[46] valid_0's poisson: -88.4891 valid_0's l1: 26.0599
[47] valid_0's poisson: -88.6088 valid_0's l1: 25.9999
[48] valid_0's poisson: -88.7413 valid_0's l1: 25.9355
[49] valid_0's poisson: -88.8841 valid_0's l1: 25.8695
[50] valid_0's poisson: -89.0131 valid_0's l1: 25.806
[51] valid_0's poisson: -89.1525 valid_0's l1: 25.7407
[52] valid_0's poisson: -89.2689 valid_0's l1: 25.6813
[53] valid_0's poisson: -89.3902 valid_0's l1: 25.6203
[54] valid_0's poisson: -89.5252 valid_0's l1: 25.5557
[55] valid_0's poisson: -89.6582 valid_0's l1: 25.4914
[56] valid_0's poisson: -89.7895 valid_0's l1: 25.4275
[57] valid_0's poisson: -89.9084 valid_0's l1: 25.3664
[58] valid_0's poisson: -90.0201 valid_0's l1: 25.3091
[59] valid_0's poisson: -90.1531 valid_0's l1: 25.2453
[60] valid_0's poisson: -90.2843 valid_0's l1: 25.1817
[61] valid_0's poisson: -90.4062 valid_0's l1: 25.1206
[62] valid_0's poisson: -90.5173 valid_0's l1: 25.0626
[63] valid_0's poisson: -90.6255 valid_0's l1: 25.0057
[64] valid_0's poisson: -90.7326 valid_0's l1: 24.9493
[65] valid_0's poisson: -90.8383 valid_0's l1: 24.893
[66] valid_0's poisson: -90.9538 valid_0's l1: 24.8336
[67] valid_0's poisson: -91.0678 valid_0's l1: 24.7743
[68] valid_0's poisson: -91.1701 valid_0's l1: 24.719
[69] valid_0's poisson: -91.2739 valid_0's l1: 24.6631
[70] valid_0's poisson: -91.3824 valid_0's l1: 24.6058
[71] valid_0's poisson: -91.4814 valid_0's l1: 24.5514
[72] valid_0's poisson: -91.5794 valid_0's l1: 24.4973
[73] valid_0's poisson: -91.6892 valid_0's l1: 24.439
[74] valid_0's poisson: -91.7975 valid_0's l1: 24.381
[75] valid_0's poisson: -91.9039 valid_0's l1: 24.323
[76] valid_0's poisson: -92.0076 valid_0's l1: 24.2662
[77] valid_0's poisson: -92.1046 valid_0's l1: 24.2111
[78] valid_0's poisson: -92.2043 valid_0's l1: 24.1567
[79] valid_0's poisson: -92.2953 valid_0's l1: 24.1044
[80] valid_0's poisson: -92.395 valid_0's l1: 24.0488
[81] valid_0's poisson: -92.4949 valid_0's l1: 23.9931
[82] valid_0's poisson: -92.594 valid_0's l1: 23.9379
[83] valid_0's poisson: -92.6869 valid_0's l1: 23.8855
[84] valid_0's poisson: -92.7787 valid_0's l1: 23.8333
[85] valid_0's poisson: -92.8739 valid_0's l1: 23.7788
[86] valid_0's poisson: -92.9699 valid_0's l1: 23.7246
[87] valid_0's poisson: -93.0638 valid_0's l1: 23.6709
[88] valid_0's poisson: -93.2183 valid_0's l1: 23.6061
[89] valid_0's poisson: -93.3724 valid_0's l1: 23.5415
[90] valid_0's poisson: -93.5213 valid_0's l1: 23.4779
[91] valid_0's poisson: -93.667 valid_0's l1: 23.4146
[92] valid_0's poisson: -93.7972 valid_0's l1: 23.3572
[93] valid_0's poisson: -93.9254 valid_0's l1: 23.2998
[94] valid_0's poisson: -94.0661 valid_0's l1: 23.2381
[95] valid_0's poisson: -94.1535 valid_0's l1: 23.1859
[96] valid_0's poisson: -94.2418 valid_0's l1: 23.1336
[97] valid_0's poisson: -94.3274 valid_0's l1: 23.0821
[98] valid_0's poisson: -94.4435 valid_0's l1: 23.0258
[99] valid_0's poisson: -94.563 valid_0's l1: 22.9703
[100] valid_0's poisson: -94.6365 valid_0's l1: 22.9236
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.607 valid_0's l1: 29.2775
[2] valid_0's poisson: -80.828 valid_0's l1: 29.1995
[3] valid_0's poisson: -81.0456 valid_0's l1: 29.122
[4] valid_0's poisson: -81.2599 valid_0's l1: 29.0446
[5] valid_0's poisson: -81.471 valid_0's l1: 28.9676
[6] valid_0's poisson: -81.679 valid_0's l1: 28.891
[7] valid_0's poisson: -81.884 valid_0's l1: 28.8147
[8] valid_0's poisson: -82.095 valid_0's l1: 28.7375
[9] valid_0's poisson: -82.3028 valid_0's l1: 28.6605
[10] valid_0's poisson: -82.5074 valid_0's l1: 28.5838
[11] valid_0's poisson: -82.709 valid_0's l1: 28.5074
[12] valid_0's poisson: -82.9076 valid_0's l1: 28.4314
[13] valid_0's poisson: -83.1032 valid_0's l1: 28.3556
[14] valid_0's poisson: -83.296 valid_0's l1: 28.2802
[15] valid_0's poisson: -83.4869 valid_0's l1: 28.205
[16] valid_0's poisson: -83.6749 valid_0's l1: 28.1303
[17] valid_0's poisson: -83.8608 valid_0's l1: 28.0565
[18] valid_0's poisson: -84.0441 valid_0's l1: 27.9832
[19] valid_0's poisson: -84.2277 valid_0's l1: 27.9092
[20] valid_0's poisson: -84.3937 valid_0's l1: 27.8403
[21] valid_0's poisson: -84.5762 valid_0's l1: 27.766
[22] valid_0's poisson: -84.7543 valid_0's l1: 27.6931
[23] valid_0's poisson: -84.928 valid_0's l1: 27.6211
[24] valid_0's poisson: -85.1052 valid_0's l1: 27.5483
[25] valid_0's poisson: -85.2783 valid_0's l1: 27.4768
[26] valid_0's poisson: -85.4507 valid_0's l1: 27.4049
[27] valid_0's poisson: -85.617 valid_0's l1: 27.3338
[28] valid_0's poisson: -85.7842 valid_0's l1: 27.2626
[29] valid_0's poisson: -85.9499 valid_0's l1: 27.1917
[30] valid_0's poisson: -86.1126 valid_0's l1: 27.1213
[31] valid_0's poisson: -86.2732 valid_0's l1: 27.0514
[32] valid_0's poisson: -86.4303 valid_0's l1: 26.982
[33] valid_0's poisson: -86.5697 valid_0's l1: 26.9177
[34] valid_0's poisson: -86.7221 valid_0's l1: 26.8495
[35] valid_0's poisson: -86.8735 valid_0's l1: 26.7813
[36] valid_0's poisson: -87.023 valid_0's l1: 26.7142
[37] valid_0's poisson: -87.1698 valid_0's l1: 26.6479
[38] valid_0's poisson: -87.3189 valid_0's l1: 26.5804
[39] valid_0's poisson: -87.4621 valid_0's l1: 26.5151
[40] valid_0's poisson: -87.6058 valid_0's l1: 26.4491
[41] valid_0's poisson: -87.7476 valid_0's l1: 26.3835
[42] valid_0's poisson: -87.888 valid_0's l1: 26.318
[43] valid_0's poisson: -88.0268 valid_0's l1: 26.2528
[44] valid_0's poisson: -88.1638 valid_0's l1: 26.188
[45] valid_0's poisson: -88.2991 valid_0's l1: 26.1235
[46] valid_0's poisson: -88.4328 valid_0's l1: 26.0593
[47] valid_0's poisson: -88.5562 valid_0's l1: 25.9973
[48] valid_0's poisson: -88.6828 valid_0's l1: 25.9349
[49] valid_0's poisson: -88.8082 valid_0's l1: 25.8728
[50] valid_0's poisson: -88.9348 valid_0's l1: 25.8109
[51] valid_0's poisson: -89.06 valid_0's l1: 25.7494
[52] valid_0's poisson: -89.184 valid_0's l1: 25.6881
[53] valid_0's poisson: -89.3065 valid_0's l1: 25.6269
[54] valid_0's poisson: -89.4235 valid_0's l1: 25.5675
[55] valid_0's poisson: -89.5418 valid_0's l1: 25.5077
[56] valid_0's poisson: -89.6539 valid_0's l1: 25.45
[57] valid_0's poisson: -89.7697 valid_0's l1: 25.3908
[58] valid_0's poisson: -89.8779 valid_0's l1: 25.3338
[59] valid_0's poisson: -89.9926 valid_0's l1: 25.2745
[60] valid_0's poisson: -90.1058 valid_0's l1: 25.2162
[61] valid_0's poisson: -90.2252 valid_0's l1: 25.1565
[62] valid_0's poisson: -90.3383 valid_0's l1: 25.099
[63] valid_0's poisson: -90.4503 valid_0's l1: 25.0415
[64] valid_0's poisson: -90.5608 valid_0's l1: 24.9844
[65] valid_0's poisson: -90.6763 valid_0's l1: 24.9254
[66] valid_0's poisson: -90.7852 valid_0's l1: 24.8679
[67] valid_0's poisson: -90.8904 valid_0's l1: 24.8118
[68] valid_0's poisson: -90.9966 valid_0's l1: 24.7552
[69] valid_0's poisson: -91.1016 valid_0's l1: 24.6991
[70] valid_0's poisson: -91.2054 valid_0's l1: 24.6435
[71] valid_0's poisson: -91.3085 valid_0's l1: 24.5876
[72] valid_0's poisson: -91.4104 valid_0's l1: 24.5321
[73] valid_0's poisson: -91.5301 valid_0's l1: 24.4725
[74] valid_0's poisson: -91.6258 valid_0's l1: 24.4186
[75] valid_0's poisson: -91.7317 valid_0's l1: 24.3628
[76] valid_0's poisson: -91.8359 valid_0's l1: 24.3075
[77] valid_0's poisson: -91.9395 valid_0's l1: 24.2524
[78] valid_0's poisson: -92.043 valid_0's l1: 24.1969
[79] valid_0's poisson: -92.1343 valid_0's l1: 24.1454
[80] valid_0's poisson: -92.2346 valid_0's l1: 24.0916
[81] valid_0's poisson: -92.3337 valid_0's l1: 24.0383
[82] valid_0's poisson: -92.4281 valid_0's l1: 23.9867
[83] valid_0's poisson: -92.5267 valid_0's l1: 23.9335
[84] valid_0's poisson: -92.634 valid_0's l1: 23.8771
[85] valid_0's poisson: -92.7399 valid_0's l1: 23.821
[86] valid_0's poisson: -92.8471 valid_0's l1: 23.7655
[87] valid_0's poisson: -92.9528 valid_0's l1: 23.7103
[88] valid_0's poisson: -93.0448 valid_0's l1: 23.659
[89] valid_0's poisson: -93.136 valid_0's l1: 23.6079
[90] valid_0's poisson: -93.238 valid_0's l1: 23.5544
[91] valid_0's poisson: -93.3161 valid_0's l1: 23.5074
[92] valid_0's poisson: -93.4133 valid_0's l1: 23.4549
[93] valid_0's poisson: -93.5129 valid_0's l1: 23.4012
[94] valid_0's poisson: -93.5962 valid_0's l1: 23.3514
[95] valid_0's poisson: -93.6843 valid_0's l1: 23.3002
[96] valid_0's poisson: -93.7715 valid_0's l1: 23.2492
[97] valid_0's poisson: -93.9153 valid_0's l1: 23.1875
[98] valid_0's poisson: -94.0566 valid_0's l1: 23.1262
[99] valid_0's poisson: -94.1403 valid_0's l1: 23.0764
[100] valid_0's poisson: -94.2691 valid_0's l1: 23.0187
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.6043 valid_0's l1: 29.279
[2] valid_0's poisson: -80.8229 valid_0's l1: 29.2019
[3] valid_0's poisson: -81.0381 valid_0's l1: 29.1252
[4] valid_0's poisson: -81.2501 valid_0's l1: 29.0486
[5] valid_0's poisson: -81.459 valid_0's l1: 28.9725
[6] valid_0's poisson: -81.6649 valid_0's l1: 28.8966
[7] valid_0's poisson: -81.8677 valid_0's l1: 28.8212
[8] valid_0's poisson: -82.0736 valid_0's l1: 28.7454
[9] valid_0's poisson: -82.2764 valid_0's l1: 28.67
[10] valid_0's poisson: -82.4781 valid_0's l1: 28.5941
[11] valid_0's poisson: -82.675 valid_0's l1: 28.5192
[12] valid_0's poisson: -82.8689 valid_0's l1: 28.4446
[13] valid_0's poisson: -83.06 valid_0's l1: 28.3704
[14] valid_0's poisson: -83.2501 valid_0's l1: 28.2956
[15] valid_0's poisson: -83.4357 valid_0's l1: 28.222
[16] valid_0's poisson: -83.6188 valid_0's l1: 28.1486
[17] valid_0's poisson: -83.7992 valid_0's l1: 28.0758
[18] valid_0's poisson: -83.9812 valid_0's l1: 28.0024
[19] valid_0's poisson: -84.1592 valid_0's l1: 27.93
[20] valid_0's poisson: -84.3358 valid_0's l1: 27.8575
[21] valid_0's poisson: -84.5109 valid_0's l1: 27.7848
[22] valid_0's poisson: -84.6929 valid_0's l1: 27.7108
[23] valid_0's poisson: -84.8722 valid_0's l1: 27.6373
[24] valid_0's poisson: -85.0508 valid_0's l1: 27.5634
[25] valid_0's poisson: -85.2148 valid_0's l1: 27.4932
[26] valid_0's poisson: -85.3791 valid_0's l1: 27.4222
[27] valid_0's poisson: -85.5383 valid_0's l1: 27.3529
[28] valid_0's poisson: -85.7 valid_0's l1: 27.2831
[29] valid_0's poisson: -85.8602 valid_0's l1: 27.2136
[30] valid_0's poisson: -86.0235 valid_0's l1: 27.1435
[31] valid_0's poisson: -86.1845 valid_0's l1: 27.0736
[32] valid_0's poisson: -86.3441 valid_0's l1: 27.0041
[33] valid_0's poisson: -86.4952 valid_0's l1: 26.9368
[34] valid_0's poisson: -86.6447 valid_0's l1: 26.8697
[35] valid_0's poisson: -86.7919 valid_0's l1: 26.8033
[36] valid_0's poisson: -86.9369 valid_0's l1: 26.7375
[37] valid_0's poisson: -87.0801 valid_0's l1: 26.6721
[38] valid_0's poisson: -87.2291 valid_0's l1: 26.6052
[39] valid_0's poisson: -87.3646 valid_0's l1: 26.5414
[40] valid_0's poisson: -87.5097 valid_0's l1: 26.4753
[41] valid_0's poisson: -87.6529 valid_0's l1: 26.4096
[42] valid_0's poisson: -87.7943 valid_0's l1: 26.3445
[43] valid_0's poisson: -87.9232 valid_0's l1: 26.2822
[44] valid_0's poisson: -88.0543 valid_0's l1: 26.2194
[45] valid_0's poisson: -88.1916 valid_0's l1: 26.1542
[46] valid_0's poisson: -88.3283 valid_0's l1: 26.0887
[47] valid_0's poisson: -88.4625 valid_0's l1: 26.0243
[48] valid_0's poisson: -88.5874 valid_0's l1: 25.9627
[49] valid_0's poisson: -88.7193 valid_0's l1: 25.8985
[50] valid_0's poisson: -88.8519 valid_0's l1: 25.8349
[51] valid_0's poisson: -88.98 valid_0's l1: 25.773
[52] valid_0's poisson: -89.0998 valid_0's l1: 25.7123
[53] valid_0's poisson: -89.2244 valid_0's l1: 25.6501
[54] valid_0's poisson: -89.3407 valid_0's l1: 25.5907
[55] valid_0's poisson: -89.4625 valid_0's l1: 25.5294
[56] valid_0's poisson: -89.5772 valid_0's l1: 25.4699
[57] valid_0's poisson: -89.6895 valid_0's l1: 25.4113
[58] valid_0's poisson: -89.8212 valid_0's l1: 25.3484
[59] valid_0's poisson: -89.9318 valid_0's l1: 25.2901
[60] valid_0's poisson: -90.0504 valid_0's l1: 25.2296
[61] valid_0's poisson: -90.1685 valid_0's l1: 25.1699
[62] valid_0's poisson: -90.2844 valid_0's l1: 25.1114
[63] valid_0's poisson: -90.406 valid_0's l1: 25.0508
[64] valid_0's poisson: -90.5261 valid_0's l1: 24.9906
[65] valid_0's poisson: -90.636 valid_0's l1: 24.9337
[66] valid_0's poisson: -90.7489 valid_0's l1: 24.8749
[67] valid_0's poisson: -90.8604 valid_0's l1: 24.8165
[68] valid_0's poisson: -90.974 valid_0's l1: 24.7572
[69] valid_0's poisson: -91.0864 valid_0's l1: 24.6983
[70] valid_0's poisson: -91.2032 valid_0's l1: 24.6401
[71] valid_0's poisson: -91.3069 valid_0's l1: 24.5836
[72] valid_0's poisson: -91.4158 valid_0's l1: 24.5273
[73] valid_0's poisson: -91.5239 valid_0's l1: 24.471
[74] valid_0's poisson: -91.6313 valid_0's l1: 24.4141
[75] valid_0's poisson: -91.7407 valid_0's l1: 24.3569
[76] valid_0's poisson: -91.8466 valid_0's l1: 24.3001
[77] valid_0's poisson: -91.9565 valid_0's l1: 24.2425
[78] valid_0's poisson: -92.0607 valid_0's l1: 24.1867
[79] valid_0's poisson: -92.1627 valid_0's l1: 24.1311
[80] valid_0's poisson: -92.2686 valid_0's l1: 24.0741
[81] valid_0's poisson: -92.369 valid_0's l1: 24.0188
[82] valid_0's poisson: -92.4725 valid_0's l1: 23.9623
[83] valid_0's poisson: -92.5707 valid_0's l1: 23.9077
[84] valid_0's poisson: -92.6784 valid_0's l1: 23.8511
[85] valid_0's poisson: -92.7722 valid_0's l1: 23.7976
[86] valid_0's poisson: -92.8745 valid_0's l1: 23.7426
[87] valid_0's poisson: -92.9668 valid_0's l1: 23.6901
[88] valid_0's poisson: -93.0581 valid_0's l1: 23.6379
[89] valid_0's poisson: -93.1624 valid_0's l1: 23.5823
[90] valid_0's poisson: -93.2581 valid_0's l1: 23.5287
[91] valid_0's poisson: -93.3462 valid_0's l1: 23.4777
[92] valid_0's poisson: -93.4409 valid_0's l1: 23.4243
[93] valid_0's poisson: -93.5391 valid_0's l1: 23.3703
[94] valid_0's poisson: -93.6302 valid_0's l1: 23.3184
[95] valid_0's poisson: -93.722 valid_0's l1: 23.2658
[96] valid_0's poisson: -93.8098 valid_0's l1: 23.2146
[97] valid_0's poisson: -93.9556 valid_0's l1: 23.1537
[98] valid_0's poisson: -94.0999 valid_0's l1: 23.0927
[99] valid_0's poisson: -94.2378 valid_0's l1: 23.0323
[100] valid_0's poisson: -94.3731 valid_0's l1: 22.9724
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.6055 valid_0's l1: 29.279
[2] valid_0's poisson: -80.8334 valid_0's l1: 29.2011
[3] valid_0's poisson: -81.0565 valid_0's l1: 29.1237
[4] valid_0's poisson: -81.2745 valid_0's l1: 29.047
[5] valid_0's poisson: -81.4897 valid_0's l1: 28.9703
[6] valid_0's poisson: -81.7013 valid_0's l1: 28.894
[7] valid_0's poisson: -81.9097 valid_0's l1: 28.8181
[8] valid_0's poisson: -82.1154 valid_0's l1: 28.7423
[9] valid_0's poisson: -82.3203 valid_0's l1: 28.6665
[10] valid_0's poisson: -82.5235 valid_0's l1: 28.5908
[11] valid_0's poisson: -82.7202 valid_0's l1: 28.5161
[12] valid_0's poisson: -82.9161 valid_0's l1: 28.4412
[13] valid_0's poisson: -83.1115 valid_0's l1: 28.3659
[14] valid_0's poisson: -83.3051 valid_0's l1: 28.2905
[15] valid_0's poisson: -83.4958 valid_0's l1: 28.2154
[16] valid_0's poisson: -83.6824 valid_0's l1: 28.1412
[17] valid_0's poisson: -83.8654 valid_0's l1: 28.0679
[18] valid_0's poisson: -84.0457 valid_0's l1: 27.9946
[19] valid_0's poisson: -84.2329 valid_0's l1: 27.9196
[20] valid_0's poisson: -84.4191 valid_0's l1: 27.8441
[21] valid_0's poisson: -84.6001 valid_0's l1: 27.7698
[22] valid_0's poisson: -84.7861 valid_0's l1: 27.6944
[23] valid_0's poisson: -84.9693 valid_0's l1: 27.6196
[24] valid_0's poisson: -85.1348 valid_0's l1: 27.5483
[25] valid_0's poisson: -85.3123 valid_0's l1: 27.4744
[26] valid_0's poisson: -85.488 valid_0's l1: 27.4012
[27] valid_0's poisson: -85.6618 valid_0's l1: 27.328
[28] valid_0's poisson: -85.819 valid_0's l1: 27.2585
[29] valid_0's poisson: -85.9882 valid_0's l1: 27.1871
[30] valid_0's poisson: -86.1415 valid_0's l1: 27.1187
[31] valid_0's poisson: -86.2928 valid_0's l1: 27.0507
[32] valid_0's poisson: -86.4452 valid_0's l1: 26.9826
[33] valid_0's poisson: -86.6045 valid_0's l1: 26.9119
[34] valid_0's poisson: -86.7668 valid_0's l1: 26.8413
[35] valid_0's poisson: -86.9165 valid_0's l1: 26.7732
[36] valid_0's poisson: -87.0642 valid_0's l1: 26.7053
[37] valid_0's poisson: -87.2097 valid_0's l1: 26.6379
[38] valid_0's poisson: -87.3762 valid_0's l1: 26.5666
[39] valid_0's poisson: -87.5406 valid_0's l1: 26.4959
[40] valid_0's poisson: -87.7046 valid_0's l1: 26.4252
[41] valid_0's poisson: -87.8493 valid_0's l1: 26.3583
[42] valid_0's poisson: -87.9861 valid_0's l1: 26.2931
[43] valid_0's poisson: -88.1211 valid_0's l1: 26.2283
[44] valid_0's poisson: -88.2762 valid_0's l1: 26.1594
[45] valid_0's poisson: -88.429 valid_0's l1: 26.0908
[46] valid_0's poisson: -88.5616 valid_0's l1: 26.027
[47] valid_0's poisson: -88.6951 valid_0's l1: 25.9628
[48] valid_0's poisson: -88.829 valid_0's l1: 25.8982
[49] valid_0's poisson: -88.9601 valid_0's l1: 25.8344
[50] valid_0's poisson: -89.1033 valid_0's l1: 25.7687
[51] valid_0's poisson: -89.2328 valid_0's l1: 25.705
[52] valid_0's poisson: -89.3615 valid_0's l1: 25.6416
[53] valid_0's poisson: -89.4859 valid_0's l1: 25.579
[54] valid_0's poisson: -89.6078 valid_0's l1: 25.5174
[55] valid_0's poisson: -89.7291 valid_0's l1: 25.4555
[56] valid_0's poisson: -89.8459 valid_0's l1: 25.3953
[57] valid_0's poisson: -89.9633 valid_0's l1: 25.3345
[58] valid_0's poisson: -90.083 valid_0's l1: 25.273
[59] valid_0's poisson: -90.1995 valid_0's l1: 25.2133
[60] valid_0's poisson: -90.3147 valid_0's l1: 25.1537
[61] valid_0's poisson: -90.428 valid_0's l1: 25.0947
[62] valid_0's poisson: -90.5426 valid_0's l1: 25.035
[63] valid_0's poisson: -90.66 valid_0's l1: 24.974
[64] valid_0's poisson: -90.787 valid_0's l1: 24.9119
[65] valid_0's poisson: -90.9011 valid_0's l1: 24.8525
[66] valid_0's poisson: -91.014 valid_0's l1: 24.7934
[67] valid_0's poisson: -91.1199 valid_0's l1: 24.7368
[68] valid_0's poisson: -91.2252 valid_0's l1: 24.6791
[69] valid_0's poisson: -91.3253 valid_0's l1: 24.6242
[70] valid_0's poisson: -91.438 valid_0's l1: 24.565
[71] valid_0's poisson: -91.5358 valid_0's l1: 24.5107
[72] valid_0's poisson: -91.6361 valid_0's l1: 24.4555
[73] valid_0's poisson: -91.7358 valid_0's l1: 24.4006
[74] valid_0's poisson: -91.837 valid_0's l1: 24.3446
[75] valid_0's poisson: -91.9369 valid_0's l1: 24.2891
[76] valid_0's poisson: -92.0371 valid_0's l1: 24.2337
[77] valid_0's poisson: -92.1295 valid_0's l1: 24.1808
[78] valid_0's poisson: -92.228 valid_0's l1: 24.1257
[79] valid_0's poisson: -92.3295 valid_0's l1: 24.0697
[80] valid_0's poisson: -92.4368 valid_0's l1: 24.0121
[81] valid_0's poisson: -92.5424 valid_0's l1: 23.9551
[82] valid_0's poisson: -92.6468 valid_0's l1: 23.8984
[83] valid_0's poisson: -92.7514 valid_0's l1: 23.8424
[84] valid_0's poisson: -92.8488 valid_0's l1: 23.7886
[85] valid_0's poisson: -92.9529 valid_0's l1: 23.7333
[86] valid_0's poisson: -93.0383 valid_0's l1: 23.6833
[87] valid_0's poisson: -93.1409 valid_0's l1: 23.6286
[88] valid_0's poisson: -93.2416 valid_0's l1: 23.5747
[89] valid_0's poisson: -93.3328 valid_0's l1: 23.5224
[90] valid_0's poisson: -93.422 valid_0's l1: 23.4712
[91] valid_0's poisson: -93.5133 valid_0's l1: 23.4182
[92] valid_0's poisson: -93.6035 valid_0's l1: 23.3655
[93] valid_0's poisson: -93.6948 valid_0's l1: 23.3132
[94] valid_0's poisson: -93.7837 valid_0's l1: 23.2614
[95] valid_0's poisson: -93.8695 valid_0's l1: 23.211
[96] valid_0's poisson: -94.004 valid_0's l1: 23.1505
[97] valid_0's poisson: -94.0906 valid_0's l1: 23.0993
[98] valid_0's poisson: -94.1738 valid_0's l1: 23.049
[99] valid_0's poisson: -94.3203 valid_0's l1: 22.9872
[100] valid_0's poisson: -94.4582 valid_0's l1: 22.9276
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.6068 valid_0's l1: 29.2778
[2] valid_0's poisson: -80.827 valid_0's l1: 29.2003
[3] valid_0's poisson: -81.0447 valid_0's l1: 29.1226
[4] valid_0's poisson: -81.2592 valid_0's l1: 29.0452
[5] valid_0's poisson: -81.4705 valid_0's l1: 28.9681
[6] valid_0's poisson: -81.6777 valid_0's l1: 28.8918
[7] valid_0's poisson: -81.8829 valid_0's l1: 28.8154
[8] valid_0's poisson: -82.0913 valid_0's l1: 28.7387
[9] valid_0's poisson: -82.2966 valid_0's l1: 28.6624
[10] valid_0's poisson: -82.498 valid_0's l1: 28.5868
[11] valid_0's poisson: -82.6973 valid_0's l1: 28.511
[12] valid_0's poisson: -82.8936 valid_0's l1: 28.4355
[13] valid_0's poisson: -83.0852 valid_0's l1: 28.3613
[14] valid_0's poisson: -83.2751 valid_0's l1: 28.2869
[15] valid_0's poisson: -83.4621 valid_0's l1: 28.2129
[16] valid_0's poisson: -83.6465 valid_0's l1: 28.1391
[17] valid_0's poisson: -83.8282 valid_0's l1: 28.0656
[18] valid_0's poisson: -84.0057 valid_0's l1: 27.9934
[19] valid_0's poisson: -84.1821 valid_0's l1: 27.9212
[20] valid_0's poisson: -84.3589 valid_0's l1: 27.849
[21] valid_0's poisson: -84.5317 valid_0's l1: 27.7782
[22] valid_0's poisson: -84.7022 valid_0's l1: 27.7078
[23] valid_0's poisson: -84.8868 valid_0's l1: 27.6335
[24] valid_0's poisson: -85.0518 valid_0's l1: 27.5638
[25] valid_0's poisson: -85.2149 valid_0's l1: 27.4949
[26] valid_0's poisson: -85.3927 valid_0's l1: 27.422
[27] valid_0's poisson: -85.568 valid_0's l1: 27.3492
[28] valid_0's poisson: -85.7375 valid_0's l1: 27.2771
[29] valid_0's poisson: -85.908 valid_0's l1: 27.2053
[30] valid_0's poisson: -86.0761 valid_0's l1: 27.134
[31] valid_0's poisson: -86.2363 valid_0's l1: 27.0637
[32] valid_0's poisson: -86.4014 valid_0's l1: 26.9924
[33] valid_0's poisson: -86.5572 valid_0's l1: 26.9229
[34] valid_0's poisson: -86.7161 valid_0's l1: 26.8529
[35] valid_0's poisson: -86.8638 valid_0's l1: 26.7868
[36] valid_0's poisson: -87.0348 valid_0's l1: 26.7166
[37] valid_0's poisson: -87.2036 valid_0's l1: 26.6464
[38] valid_0's poisson: -87.3464 valid_0's l1: 26.5809
[39] valid_0's poisson: -87.4875 valid_0's l1: 26.5155
[40] valid_0's poisson: -87.6269 valid_0's l1: 26.4505
[41] valid_0's poisson: -87.7731 valid_0's l1: 26.3829
[42] valid_0's poisson: -87.917 valid_0's l1: 26.3158
[43] valid_0's poisson: -88.0739 valid_0's l1: 26.2476
[44] valid_0's poisson: -88.2141 valid_0's l1: 26.1812
[45] valid_0's poisson: -88.3672 valid_0's l1: 26.1136
[46] valid_0's poisson: -88.5038 valid_0's l1: 26.0481
[47] valid_0's poisson: -88.6374 valid_0's l1: 25.9837
[48] valid_0's poisson: -88.7709 valid_0's l1: 25.919
[49] valid_0's poisson: -88.9165 valid_0's l1: 25.853
[50] valid_0's poisson: -89.0458 valid_0's l1: 25.7891
[51] valid_0's poisson: -89.169 valid_0's l1: 25.7275
[52] valid_0's poisson: -89.2953 valid_0's l1: 25.6642
[53] valid_0's poisson: -89.4198 valid_0's l1: 25.6014
[54] valid_0's poisson: -89.5422 valid_0's l1: 25.5396
[55] valid_0's poisson: -89.6644 valid_0's l1: 25.4777
[56] valid_0's poisson: -89.7815 valid_0's l1: 25.4171
[57] valid_0's poisson: -89.9008 valid_0's l1: 25.3561
[58] valid_0's poisson: -90.0186 valid_0's l1: 25.2953
[59] valid_0's poisson: -90.1417 valid_0's l1: 25.2337
[60] valid_0's poisson: -90.2636 valid_0's l1: 25.173
[61] valid_0's poisson: -90.3855 valid_0's l1: 25.1118
[62] valid_0's poisson: -90.5047 valid_0's l1: 25.0513
[63] valid_0's poisson: -90.616 valid_0's l1: 24.9921
[64] valid_0's poisson: -90.732 valid_0's l1: 24.932
[65] valid_0's poisson: -90.8401 valid_0's l1: 24.8735
[66] valid_0's poisson: -90.9481 valid_0's l1: 24.8148
[67] valid_0's poisson: -91.0563 valid_0's l1: 24.7567
[68] valid_0's poisson: -91.1673 valid_0's l1: 24.698
[69] valid_0's poisson: -91.2732 valid_0's l1: 24.6404
[70] valid_0's poisson: -91.3829 valid_0's l1: 24.5818
[71] valid_0's poisson: -91.4934 valid_0's l1: 24.5231
[72] valid_0's poisson: -91.6026 valid_0's l1: 24.4647
[73] valid_0's poisson: -91.7122 valid_0's l1: 24.4064
[74] valid_0's poisson: -91.8205 valid_0's l1: 24.3484
[75] valid_0's poisson: -91.9275 valid_0's l1: 24.291
[76] valid_0's poisson: -92.0222 valid_0's l1: 24.2377
[77] valid_0's poisson: -92.1238 valid_0's l1: 24.1814
[78] valid_0's poisson: -92.225 valid_0's l1: 24.1256
[79] valid_0's poisson: -92.3249 valid_0's l1: 24.0698
[80] valid_0's poisson: -92.4237 valid_0's l1: 24.0144
[81] valid_0's poisson: -92.5214 valid_0's l1: 23.9592
[82] valid_0's poisson: -92.6171 valid_0's l1: 23.9047
[83] valid_0's poisson: -92.7126 valid_0's l1: 23.8502
[84] valid_0's poisson: -92.8071 valid_0's l1: 23.7964
[85] valid_0's poisson: -92.9082 valid_0's l1: 23.7409
[86] valid_0's poisson: -93 valid_0's l1: 23.6884
[87] valid_0's poisson: -93.1045 valid_0's l1: 23.632
[88] valid_0's poisson: -93.1992 valid_0's l1: 23.5785
[89] valid_0's poisson: -93.293 valid_0's l1: 23.5253
[90] valid_0's poisson: -93.3856 valid_0's l1: 23.4727
[91] valid_0's poisson: -93.4767 valid_0's l1: 23.4207
[92] valid_0's poisson: -93.5655 valid_0's l1: 23.3695
[93] valid_0's poisson: -93.6635 valid_0's l1: 23.3157
[94] valid_0's poisson: -93.7504 valid_0's l1: 23.2646
[95] valid_0's poisson: -93.8367 valid_0's l1: 23.2139
[96] valid_0's poisson: -93.9877 valid_0's l1: 23.1525
[97] valid_0's poisson: -94.123 valid_0's l1: 23.0948
[98] valid_0's poisson: -94.2637 valid_0's l1: 23.0352
[99] valid_0's poisson: -94.4069 valid_0's l1: 22.9748
[100] valid_0's poisson: -94.5548 valid_0's l1: 22.9118
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.6072 valid_0's l1: 29.2785
[2] valid_0's poisson: -80.8285 valid_0's l1: 29.2011
[3] valid_0's poisson: -81.0468 valid_0's l1: 29.1239
[4] valid_0's poisson: -81.2617 valid_0's l1: 29.047
[5] valid_0's poisson: -81.4734 valid_0's l1: 28.9703
[6] valid_0's poisson: -81.682 valid_0's l1: 28.8939
[7] valid_0's poisson: -81.8871 valid_0's l1: 28.8184
[8] valid_0's poisson: -82.0975 valid_0's l1: 28.7414
[9] valid_0's poisson: -82.3004 valid_0's l1: 28.6666
[10] valid_0's poisson: -82.5003 valid_0's l1: 28.5921
[11] valid_0's poisson: -82.7016 valid_0's l1: 28.516
[12] valid_0's poisson: -82.8957 valid_0's l1: 28.442
[13] valid_0's poisson: -83.091 valid_0's l1: 28.3667
[14] valid_0's poisson: -83.281 valid_0's l1: 28.2928
[15] valid_0's poisson: -83.4708 valid_0's l1: 28.2179
[16] valid_0's poisson: -83.6584 valid_0's l1: 28.144
[17] valid_0's poisson: -83.8432 valid_0's l1: 28.0704
[18] valid_0's poisson: -84.0248 valid_0's l1: 27.9972
[19] valid_0's poisson: -84.2035 valid_0's l1: 27.9249
[20] valid_0's poisson: -84.3799 valid_0's l1: 27.8528
[21] valid_0's poisson: -84.5611 valid_0's l1: 27.7786
[22] valid_0's poisson: -84.7404 valid_0's l1: 27.7048
[23] valid_0's poisson: -84.9172 valid_0's l1: 27.6315
[24] valid_0's poisson: -85.0901 valid_0's l1: 27.5596
[25] valid_0's poisson: -85.2608 valid_0's l1: 27.4881
[26] valid_0's poisson: -85.4494 valid_0's l1: 27.4141
[27] valid_0's poisson: -85.6351 valid_0's l1: 27.3405
[28] valid_0's poisson: -85.8181 valid_0's l1: 27.2671
[29] valid_0's poisson: -85.9836 valid_0's l1: 27.1964
[30] valid_0's poisson: -86.1595 valid_0's l1: 27.1248
[31] valid_0's poisson: -86.3227 valid_0's l1: 27.0537
[32] valid_0's poisson: -86.4816 valid_0's l1: 26.9837
[33] valid_0's poisson: -86.6337 valid_0's l1: 26.9151
[34] valid_0's poisson: -86.79 valid_0's l1: 26.8449
[35] valid_0's poisson: -86.9561 valid_0's l1: 26.7747
[36] valid_0's poisson: -87.0936 valid_0's l1: 26.7111
[37] valid_0's poisson: -87.2579 valid_0's l1: 26.6405
[38] valid_0's poisson: -87.4199 valid_0's l1: 26.5705
[39] valid_0's poisson: -87.5796 valid_0's l1: 26.5006
[40] valid_0's poisson: -87.7129 valid_0's l1: 26.4377
[41] valid_0's poisson: -87.8451 valid_0's l1: 26.3746
[42] valid_0's poisson: -87.9764 valid_0's l1: 26.3111
[43] valid_0's poisson: -88.1024 valid_0's l1: 26.2497
[44] valid_0's poisson: -88.2399 valid_0's l1: 26.1845
[45] valid_0's poisson: -88.3757 valid_0's l1: 26.1195
[46] valid_0's poisson: -88.5108 valid_0's l1: 26.0549
[47] valid_0's poisson: -88.6315 valid_0's l1: 25.9946
[48] valid_0's poisson: -88.7759 valid_0's l1: 25.9281
[49] valid_0's poisson: -88.9064 valid_0's l1: 25.8641
[50] valid_0's poisson: -89.0356 valid_0's l1: 25.8004
[51] valid_0's poisson: -89.1749 valid_0's l1: 25.7347
[52] valid_0's poisson: -89.3123 valid_0's l1: 25.6695
[53] valid_0's poisson: -89.4479 valid_0's l1: 25.6046
[54] valid_0's poisson: -89.5817 valid_0's l1: 25.54
[55] valid_0's poisson: -89.7126 valid_0's l1: 25.4764
[56] valid_0's poisson: -89.8421 valid_0's l1: 25.4132
[57] valid_0's poisson: -89.9569 valid_0's l1: 25.3531
[58] valid_0's poisson: -90.0681 valid_0's l1: 25.2959
[59] valid_0's poisson: -90.1781 valid_0's l1: 25.2388
[60] valid_0's poisson: -90.2898 valid_0's l1: 25.1812
[61] valid_0's poisson: -90.4003 valid_0's l1: 25.1237
[62] valid_0's poisson: -90.5096 valid_0's l1: 25.0665
[63] valid_0's poisson: -90.6175 valid_0's l1: 25.0097
[64] valid_0's poisson: -90.7243 valid_0's l1: 24.9533
[65] valid_0's poisson: -90.8299 valid_0's l1: 24.8971
[66] valid_0's poisson: -90.9456 valid_0's l1: 24.8376
[67] valid_0's poisson: -91.0601 valid_0's l1: 24.778
[68] valid_0's poisson: -91.1653 valid_0's l1: 24.7214
[69] valid_0's poisson: -91.2691 valid_0's l1: 24.6655
[70] valid_0's poisson: -91.3692 valid_0's l1: 24.6109
[71] valid_0's poisson: -91.4683 valid_0's l1: 24.5565
[72] valid_0's poisson: -91.566 valid_0's l1: 24.5025
[73] valid_0's poisson: -91.6626 valid_0's l1: 24.4486
[74] valid_0's poisson: -91.7743 valid_0's l1: 24.3906
[75] valid_0's poisson: -91.8847 valid_0's l1: 24.3327
[76] valid_0's poisson: -91.9888 valid_0's l1: 24.2767
[77] valid_0's poisson: -92.0956 valid_0's l1: 24.2196
[78] valid_0's poisson: -92.1964 valid_0's l1: 24.1637
[79] valid_0's poisson: -92.2972 valid_0's l1: 24.1078
[80] valid_0's poisson: -92.3966 valid_0's l1: 24.0523
[81] valid_0's poisson: -92.4941 valid_0's l1: 23.9974
[82] valid_0's poisson: -92.5823 valid_0's l1: 23.9457
[83] valid_0's poisson: -92.678 valid_0's l1: 23.8917
[84] valid_0's poisson: -92.7763 valid_0's l1: 23.8367
[85] valid_0's poisson: -92.8713 valid_0's l1: 23.7825
[86] valid_0's poisson: -92.9675 valid_0's l1: 23.728
[87] valid_0's poisson: -93.0683 valid_0's l1: 23.6729
[88] valid_0's poisson: -93.1636 valid_0's l1: 23.6188
[89] valid_0's poisson: -93.303 valid_0's l1: 23.5588
[90] valid_0's poisson: -93.3972 valid_0's l1: 23.5048
[91] valid_0's poisson: -93.4895 valid_0's l1: 23.4514
[92] valid_0's poisson: -93.5764 valid_0's l1: 23.4004
[93] valid_0's poisson: -93.6667 valid_0's l1: 23.3481
[94] valid_0's poisson: -93.7505 valid_0's l1: 23.2974
[95] valid_0's poisson: -93.836 valid_0's l1: 23.2463
[96] valid_0's poisson: -93.9724 valid_0's l1: 23.1861
[97] valid_0's poisson: -94.1063 valid_0's l1: 23.1262
[98] valid_0's poisson: -94.238 valid_0's l1: 23.0667
[99] valid_0's poisson: -94.3227 valid_0's l1: 23.016
[100] valid_0's poisson: -94.4067 valid_0's l1: 22.9655
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.607 valid_0's l1: 29.2775
[2] valid_0's poisson: -80.8279 valid_0's l1: 29.1996
[3] valid_0's poisson: -81.0455 valid_0's l1: 29.122
[4] valid_0's poisson: -81.2598 valid_0's l1: 29.0447
[5] valid_0's poisson: -81.4709 valid_0's l1: 28.9677
[6] valid_0's poisson: -81.679 valid_0's l1: 28.891
[7] valid_0's poisson: -81.8839 valid_0's l1: 28.8148
[8] valid_0's poisson: -82.0949 valid_0's l1: 28.7375
[9] valid_0's poisson: -82.3027 valid_0's l1: 28.6605
[10] valid_0's poisson: -82.5073 valid_0's l1: 28.5838
[11] valid_0's poisson: -82.7089 valid_0's l1: 28.5075
[12] valid_0's poisson: -82.9075 valid_0's l1: 28.4314
[13] valid_0's poisson: -83.103 valid_0's l1: 28.3559
[14] valid_0's poisson: -83.2958 valid_0's l1: 28.2806
[15] valid_0's poisson: -83.4866 valid_0's l1: 28.2054
[16] valid_0's poisson: -83.6747 valid_0's l1: 28.1306
[17] valid_0's poisson: -83.8606 valid_0's l1: 28.0569
[18] valid_0's poisson: -84.0438 valid_0's l1: 27.9835
[19] valid_0's poisson: -84.2274 valid_0's l1: 27.9096
[20] valid_0's poisson: -84.3933 valid_0's l1: 27.8406
[21] valid_0's poisson: -84.5742 valid_0's l1: 27.7668
[22] valid_0's poisson: -84.7527 valid_0's l1: 27.6933
[23] valid_0's poisson: -84.9263 valid_0's l1: 27.6213
[24] valid_0's poisson: -85.102 valid_0's l1: 27.5489
[25] valid_0's poisson: -85.2769 valid_0's l1: 27.4767
[26] valid_0's poisson: -85.4492 valid_0's l1: 27.4048
[27] valid_0's poisson: -85.6077 valid_0's l1: 27.3358
[28] valid_0's poisson: -85.7749 valid_0's l1: 27.2646
[29] valid_0's poisson: -85.9382 valid_0's l1: 27.1943
[30] valid_0's poisson: -86.107 valid_0's l1: 27.1224
[31] valid_0's poisson: -86.2725 valid_0's l1: 27.0512
[32] valid_0's poisson: -86.4267 valid_0's l1: 26.9827
[33] valid_0's poisson: -86.5789 valid_0's l1: 26.9146
[34] valid_0's poisson: -86.7282 valid_0's l1: 26.8475
[35] valid_0's poisson: -86.8822 valid_0's l1: 26.7787
[36] valid_0's poisson: -87.0313 valid_0's l1: 26.7111
[37] valid_0's poisson: -87.1705 valid_0's l1: 26.6458
[38] valid_0's poisson: -87.3159 valid_0's l1: 26.5797
[39] valid_0's poisson: -87.4646 valid_0's l1: 26.5118
[40] valid_0's poisson: -87.6082 valid_0's l1: 26.4459
[41] valid_0's poisson: -87.7498 valid_0's l1: 26.3802
[42] valid_0's poisson: -87.8914 valid_0's l1: 26.3142
[43] valid_0's poisson: -88.0312 valid_0's l1: 26.2485
[44] valid_0's poisson: -88.1693 valid_0's l1: 26.1832
[45] valid_0's poisson: -88.3056 valid_0's l1: 26.1182
[46] valid_0's poisson: -88.4402 valid_0's l1: 26.0535
[47] valid_0's poisson: -88.5714 valid_0's l1: 25.9902
[48] valid_0's poisson: -88.696 valid_0's l1: 25.9292
[49] valid_0's poisson: -88.824 valid_0's l1: 25.867
[50] valid_0's poisson: -88.9455 valid_0's l1: 25.8065
[51] valid_0's poisson: -89.0703 valid_0's l1: 25.745
[52] valid_0's poisson: -89.1905 valid_0's l1: 25.6845
[53] valid_0's poisson: -89.3092 valid_0's l1: 25.6245
[54] valid_0's poisson: -89.4251 valid_0's l1: 25.5655
[55] valid_0's poisson: -89.5458 valid_0's l1: 25.5047
[56] valid_0's poisson: -89.6612 valid_0's l1: 25.4456
[57] valid_0's poisson: -89.7778 valid_0's l1: 25.386
[58] valid_0's poisson: -89.8905 valid_0's l1: 25.3273
[59] valid_0's poisson: -90.0048 valid_0's l1: 25.2684
[60] valid_0's poisson: -90.1184 valid_0's l1: 25.2099
[61] valid_0's poisson: -90.2308 valid_0's l1: 25.1515
[62] valid_0's poisson: -90.349 valid_0's l1: 25.0917
[63] valid_0's poisson: -90.461 valid_0's l1: 25.0336
[64] valid_0's poisson: -90.5711 valid_0's l1: 24.9767
[65] valid_0's poisson: -90.6805 valid_0's l1: 24.9189
[66] valid_0's poisson: -90.7888 valid_0's l1: 24.862
[67] valid_0's poisson: -90.895 valid_0's l1: 24.8058
[68] valid_0's poisson: -90.9998 valid_0's l1: 24.7497
[69] valid_0's poisson: -91.1032 valid_0's l1: 24.6942
[70] valid_0's poisson: -91.2055 valid_0's l1: 24.6389
[71] valid_0's poisson: -91.3067 valid_0's l1: 24.5839
[72] valid_0's poisson: -91.4136 valid_0's l1: 24.5273
[73] valid_0's poisson: -91.5084 valid_0's l1: 24.4746
[74] valid_0's poisson: -91.6177 valid_0's l1: 24.4173
[75] valid_0's poisson: -91.7241 valid_0's l1: 24.3613
[76] valid_0's poisson: -91.8307 valid_0's l1: 24.3048
[77] valid_0's poisson: -91.9363 valid_0's l1: 24.2489
[78] valid_0's poisson: -92.0408 valid_0's l1: 24.1936
[79] valid_0's poisson: -92.1425 valid_0's l1: 24.1393
[80] valid_0's poisson: -92.2393 valid_0's l1: 24.0866
[81] valid_0's poisson: -92.3405 valid_0's l1: 24.0322
[82] valid_0's poisson: -92.4502 valid_0's l1: 23.9753
[83] valid_0's poisson: -92.5585 valid_0's l1: 23.9189
[84] valid_0's poisson: -92.6479 valid_0's l1: 23.8682
[85] valid_0's poisson: -92.7469 valid_0's l1: 23.8148
[86] valid_0's poisson: -92.8543 valid_0's l1: 23.7593
[87] valid_0's poisson: -92.9566 valid_0's l1: 23.7048
[88] valid_0's poisson: -93.0461 valid_0's l1: 23.6541
[89] valid_0's poisson: -93.1382 valid_0's l1: 23.6024
[90] valid_0's poisson: -93.2256 valid_0's l1: 23.5526
[91] valid_0's poisson: -93.3139 valid_0's l1: 23.5021
[92] valid_0's poisson: -93.4036 valid_0's l1: 23.4517
[93] valid_0's poisson: -93.5037 valid_0's l1: 23.398
[94] valid_0's poisson: -93.5904 valid_0's l1: 23.3473
[95] valid_0's poisson: -93.6727 valid_0's l1: 23.2976
[96] valid_0's poisson: -93.7531 valid_0's l1: 23.2491
[97] valid_0's poisson: -93.8952 valid_0's l1: 23.188
[98] valid_0's poisson: -94.0217 valid_0's l1: 23.1329
[99] valid_0's poisson: -94.095 valid_0's l1: 23.0874
[100] valid_0's poisson: -94.2262 valid_0's l1: 23.0283
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.5613 valid_0's l1: 28.1771
[2] valid_0's poisson: -86.2658 valid_0's l1: 27.0454
[3] valid_0's poisson: -88.4604 valid_0's l1: 26.0252
[4] valid_0's poisson: -90.4578 valid_0's l1: 25.0425
[5] valid_0's poisson: -92.073 valid_0's l1: 24.1756
[6] valid_0's poisson: -93.4601 valid_0's l1: 23.3808
[7] valid_0's poisson: -95.1772 valid_0's l1: 22.5514
[8] valid_0's poisson: -96.9601 valid_0's l1: 21.6673
[9] valid_0's poisson: -97.8761 valid_0's l1: 21.0173
[10] valid_0's poisson: -98.6299 valid_0's l1: 20.4547
[11] valid_0's poisson: -99.6843 valid_0's l1: 19.7966
[12] valid_0's poisson: -100.667 valid_0's l1: 19.1479
[13] valid_0's poisson: -101.526 valid_0's l1: 18.5516
[14] valid_0's poisson: -102.25 valid_0's l1: 18.0034
[15] valid_0's poisson: -102.716 valid_0's l1: 17.5914
[16] valid_0's poisson: -103.312 valid_0's l1: 17.1054
[17] valid_0's poisson: -103.858 valid_0's l1: 16.6587
[18] valid_0's poisson: -104.241 valid_0's l1: 16.2951
[19] valid_0's poisson: -104.638 valid_0's l1: 15.9258
[20] valid_0's poisson: -104.869 valid_0's l1: 15.674
[21] valid_0's poisson: -105.212 valid_0's l1: 15.3545
[22] valid_0's poisson: -105.506 valid_0's l1: 15.0616
[23] valid_0's poisson: -105.687 valid_0's l1: 14.8672
[24] valid_0's poisson: -105.905 valid_0's l1: 14.6262
[25] valid_0's poisson: -106.153 valid_0's l1: 14.3512
[26] valid_0's poisson: -106.288 valid_0's l1: 14.1935
[27] valid_0's poisson: -106.401 valid_0's l1: 14.0592
[28] valid_0's poisson: -106.511 valid_0's l1: 13.9247
[29] valid_0's poisson: -106.687 valid_0's l1: 13.7151
[30] valid_0's poisson: -106.83 valid_0's l1: 13.5442
[31] valid_0's poisson: -106.925 valid_0's l1: 13.4267
[32] valid_0's poisson: -107.011 valid_0's l1: 13.3262
[33] valid_0's poisson: -107.138 valid_0's l1: 13.1781
[34] valid_0's poisson: -107.249 valid_0's l1: 13.0404
[35] valid_0's poisson: -107.36 valid_0's l1: 12.9074
[36] valid_0's poisson: -107.413 valid_0's l1: 12.8342
[37] valid_0's poisson: -107.478 valid_0's l1: 12.7616
[38] valid_0's poisson: -107.538 valid_0's l1: 12.691
[39] valid_0's poisson: -107.59 valid_0's l1: 12.6263
[40] valid_0's poisson: -107.696 valid_0's l1: 12.4917
[41] valid_0's poisson: -107.734 valid_0's l1: 12.4448
[42] valid_0's poisson: -107.776 valid_0's l1: 12.3872
[43] valid_0's poisson: -107.86 valid_0's l1: 12.2792
[44] valid_0's poisson: -107.92 valid_0's l1: 12.2037
[45] valid_0's poisson: -107.939 valid_0's l1: 12.1775
[46] valid_0's poisson: -108.014 valid_0's l1: 12.0818
[47] valid_0's poisson: -108.081 valid_0's l1: 11.9938
[48] valid_0's poisson: -108.14 valid_0's l1: 11.9164
[49] valid_0's poisson: -108.168 valid_0's l1: 11.8724
[50] valid_0's poisson: -108.193 valid_0's l1: 11.8235
[51] valid_0's poisson: -108.209 valid_0's l1: 11.7945
[52] valid_0's poisson: -108.24 valid_0's l1: 11.7441
[53] valid_0's poisson: -108.279 valid_0's l1: 11.682
[54] valid_0's poisson: -108.3 valid_0's l1: 11.653
[55] valid_0's poisson: -108.332 valid_0's l1: 11.6091
[56] valid_0's poisson: -108.368 valid_0's l1: 11.5555
[57] valid_0's poisson: -108.385 valid_0's l1: 11.5332
[58] valid_0's poisson: -108.397 valid_0's l1: 11.51
[59] valid_0's poisson: -108.403 valid_0's l1: 11.4979
[60] valid_0's poisson: -108.409 valid_0's l1: 11.4875
[61] valid_0's poisson: -108.413 valid_0's l1: 11.4785
[62] valid_0's poisson: -108.444 valid_0's l1: 11.4273
[63] valid_0's poisson: -108.465 valid_0's l1: 11.3912
[64] valid_0's poisson: -108.46 valid_0's l1: 11.3487
[65] valid_0's poisson: -108.473 valid_0's l1: 11.3253
[66] valid_0's poisson: -108.475 valid_0's l1: 11.3177
[67] valid_0's poisson: -108.461 valid_0's l1: 11.3127
[68] valid_0's poisson: -108.472 valid_0's l1: 11.2919
[69] valid_0's poisson: -108.494 valid_0's l1: 11.259
[70] valid_0's poisson: -108.507 valid_0's l1: 11.2305
[71] valid_0's poisson: -108.517 valid_0's l1: 11.2139
[72] valid_0's poisson: -108.525 valid_0's l1: 11.1956
[73] valid_0's poisson: -108.525 valid_0's l1: 11.1769
[74] valid_0's poisson: -108.528 valid_0's l1: 11.1599
[75] valid_0's poisson: -108.534 valid_0's l1: 11.1511
[76] valid_0's poisson: -108.537 valid_0's l1: 11.144
[77] valid_0's poisson: -108.543 valid_0's l1: 11.13
[78] valid_0's poisson: -108.54 valid_0's l1: 11.1254
[79] valid_0's poisson: -108.541 valid_0's l1: 11.1219
[80] valid_0's poisson: -108.525 valid_0's l1: 11.1174
[81] valid_0's poisson: -108.528 valid_0's l1: 11.1111
[82] valid_0's poisson: -108.527 valid_0's l1: 11.1006
[83] valid_0's poisson: -108.536 valid_0's l1: 11.085
[84] valid_0's poisson: -108.542 valid_0's l1: 11.075
[85] valid_0's poisson: -108.545 valid_0's l1: 11.0673
[86] valid_0's poisson: -108.553 valid_0's l1: 11.0518
[87] valid_0's poisson: -108.553 valid_0's l1: 11.0501
[88] valid_0's poisson: -108.557 valid_0's l1: 11.0416
[89] valid_0's poisson: -108.566 valid_0's l1: 11.0243
[90] valid_0's poisson: -108.545 valid_0's l1: 11.0183
[91] valid_0's poisson: -108.532 valid_0's l1: 11.0134
[92] valid_0's poisson: -108.533 valid_0's l1: 11.0077
[93] valid_0's poisson: -108.556 valid_0's l1: 11.0007
[94] valid_0's poisson: -108.559 valid_0's l1: 10.9873
[95] valid_0's poisson: -108.563 valid_0's l1: 10.9768
[96] valid_0's poisson: -108.568 valid_0's l1: 10.9665
[97] valid_0's poisson: -108.572 valid_0's l1: 10.9602
[98] valid_0's poisson: -108.575 valid_0's l1: 10.9543
[99] valid_0's poisson: -108.581 valid_0's l1: 10.9329
[100] valid_0's poisson: -108.58 valid_0's l1: 10.9252
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.5462 valid_0's l1: 28.1776
[2] valid_0's poisson: -86.2796 valid_0's l1: 27.0396
[3] valid_0's poisson: -88.5716 valid_0's l1: 25.9897
[4] valid_0's poisson: -90.5436 valid_0's l1: 25.0047
[5] valid_0's poisson: -92.1257 valid_0's l1: 24.1462
[6] valid_0's poisson: -93.4824 valid_0's l1: 23.3586
[7] valid_0's poisson: -94.7964 valid_0's l1: 22.6
[8] valid_0's poisson: -95.7936 valid_0's l1: 21.9682
[9] valid_0's poisson: -97.4442 valid_0's l1: 21.1724
[10] valid_0's poisson: -98.5831 valid_0's l1: 20.4975
[11] valid_0's poisson: -99.6339 valid_0's l1: 19.8746
[12] valid_0's poisson: -100.644 valid_0's l1: 19.2114
[13] valid_0's poisson: -101.467 valid_0's l1: 18.6221
[14] valid_0's poisson: -102.154 valid_0's l1: 18.0759
[15] valid_0's poisson: -102.634 valid_0's l1: 17.6606
[16] valid_0's poisson: -103.245 valid_0's l1: 17.1825
[17] valid_0's poisson: -103.826 valid_0's l1: 16.684
[18] valid_0's poisson: -104.097 valid_0's l1: 16.3945
[19] valid_0's poisson: -104.578 valid_0's l1: 15.9558
[20] valid_0's poisson: -104.922 valid_0's l1: 15.6153
[21] valid_0's poisson: -105.201 valid_0's l1: 15.3368
[22] valid_0's poisson: -105.409 valid_0's l1: 15.1175
[23] valid_0's poisson: -105.64 valid_0's l1: 14.867
[24] valid_0's poisson: -105.938 valid_0's l1: 14.5782
[25] valid_0's poisson: -106.116 valid_0's l1: 14.3683
[26] valid_0's poisson: -106.282 valid_0's l1: 14.1592
[27] valid_0's poisson: -106.396 valid_0's l1: 14.0344
[28] valid_0's poisson: -106.522 valid_0's l1: 13.8863
[29] valid_0's poisson: -106.706 valid_0's l1: 13.6847
[30] valid_0's poisson: -106.842 valid_0's l1: 13.508
[31] valid_0's poisson: -106.966 valid_0's l1: 13.3549
[32] valid_0's poisson: -107.123 valid_0's l1: 13.161
[33] valid_0's poisson: -107.205 valid_0's l1: 13.0492
[34] valid_0's poisson: -107.26 valid_0's l1: 12.9725
[35] valid_0's poisson: -107.324 valid_0's l1: 12.8905
[36] valid_0's poisson: -107.384 valid_0's l1: 12.8109
[37] valid_0's poisson: -107.474 valid_0's l1: 12.7088
[38] valid_0's poisson: -107.542 valid_0's l1: 12.6148
[39] valid_0's poisson: -107.59 valid_0's l1: 12.5464
[40] valid_0's poisson: -107.628 valid_0's l1: 12.4962
[41] valid_0's poisson: -107.678 valid_0's l1: 12.4298
[42] valid_0's poisson: -107.748 valid_0's l1: 12.344
[43] valid_0's poisson: -107.809 valid_0's l1: 12.268
[44] valid_0's poisson: -107.885 valid_0's l1: 12.1745
[45] valid_0's poisson: -107.917 valid_0's l1: 12.1295
[46] valid_0's poisson: -107.986 valid_0's l1: 12.046
[47] valid_0's poisson: -108.052 valid_0's l1: 11.9634
[48] valid_0's poisson: -108.111 valid_0's l1: 11.8822
[49] valid_0's poisson: -108.154 valid_0's l1: 11.8315
[50] valid_0's poisson: -108.189 valid_0's l1: 11.766
[51] valid_0's poisson: -108.222 valid_0's l1: 11.7127
[52] valid_0's poisson: -108.252 valid_0's l1: 11.6725
[53] valid_0's poisson: -108.281 valid_0's l1: 11.6256
[54] valid_0's poisson: -108.298 valid_0's l1: 11.5991
[55] valid_0's poisson: -108.313 valid_0's l1: 11.5768
[56] valid_0's poisson: -108.349 valid_0's l1: 11.5261
[57] valid_0's poisson: -108.357 valid_0's l1: 11.5118
[58] valid_0's poisson: -108.368 valid_0's l1: 11.4658
[59] valid_0's poisson: -108.389 valid_0's l1: 11.4286
[60] valid_0's poisson: -108.406 valid_0's l1: 11.4001
[61] valid_0's poisson: -108.429 valid_0's l1: 11.3575
[62] valid_0's poisson: -108.446 valid_0's l1: 11.3285
[63] valid_0's poisson: -108.437 valid_0's l1: 11.3227
[64] valid_0's poisson: -108.451 valid_0's l1: 11.3015
[65] valid_0's poisson: -108.463 valid_0's l1: 11.281
[66] valid_0's poisson: -108.477 valid_0's l1: 11.2564
[67] valid_0's poisson: -108.485 valid_0's l1: 11.2423
[68] valid_0's poisson: -108.489 valid_0's l1: 11.2354
[69] valid_0's poisson: -108.493 valid_0's l1: 11.2197
[70] valid_0's poisson: -108.518 valid_0's l1: 11.1741
[71] valid_0's poisson: -108.523 valid_0's l1: 11.16
[72] valid_0's poisson: -108.525 valid_0's l1: 11.1537
[73] valid_0's poisson: -108.528 valid_0's l1: 11.1481
[74] valid_0's poisson: -108.53 valid_0's l1: 11.1431
[75] valid_0's poisson: -108.539 valid_0's l1: 11.1199
[76] valid_0's poisson: -108.55 valid_0's l1: 11.0998
[77] valid_0's poisson: -108.569 valid_0's l1: 11.0706
[78] valid_0's poisson: -108.575 valid_0's l1: 11.0512
[79] valid_0's poisson: -108.583 valid_0's l1: 11.0381
[80] valid_0's poisson: -108.597 valid_0's l1: 11.0105
[81] valid_0's poisson: -108.605 valid_0's l1: 10.9963
[82] valid_0's poisson: -108.61 valid_0's l1: 10.9865
[83] valid_0's poisson: -108.605 valid_0's l1: 10.9816
[84] valid_0's poisson: -108.611 valid_0's l1: 10.9571
[85] valid_0's poisson: -108.615 valid_0's l1: 10.9486
[86] valid_0's poisson: -108.621 valid_0's l1: 10.9343
[87] valid_0's poisson: -108.624 valid_0's l1: 10.9292
[88] valid_0's poisson: -108.626 valid_0's l1: 10.9246
[89] valid_0's poisson: -108.627 valid_0's l1: 10.9041
[90] valid_0's poisson: -108.624 valid_0's l1: 10.8965
[91] valid_0's poisson: -108.623 valid_0's l1: 10.8898
[92] valid_0's poisson: -108.63 valid_0's l1: 10.8766
[93] valid_0's poisson: -108.636 valid_0's l1: 10.8648
[94] valid_0's poisson: -108.634 valid_0's l1: 10.8615
[95] valid_0's poisson: -108.623 valid_0's l1: 10.8581
[96] valid_0's poisson: -108.633 valid_0's l1: 10.8365
[97] valid_0's poisson: -108.644 valid_0's l1: 10.8344
[98] valid_0's poisson: -108.635 valid_0's l1: 10.8285
[99] valid_0's poisson: -108.612 valid_0's l1: 10.8103
[100] valid_0's poisson: -108.595 valid_0's l1: 10.8051
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.5959 valid_0's l1: 28.1637
[2] valid_0's poisson: -86.4224 valid_0's l1: 27.0133
[3] valid_0's poisson: -88.7147 valid_0's l1: 25.9592
[4] valid_0's poisson: -90.5152 valid_0's l1: 25.0305
[5] valid_0's poisson: -92.1193 valid_0's l1: 24.1614
[6] valid_0's poisson: -93.5069 valid_0's l1: 23.3614
[7] valid_0's poisson: -94.8472 valid_0's l1: 22.594
[8] valid_0's poisson: -95.8784 valid_0's l1: 21.9272
[9] valid_0's poisson: -97.4858 valid_0's l1: 21.1197
[10] valid_0's poisson: -98.8256 valid_0's l1: 20.3696
[11] valid_0's poisson: -99.7942 valid_0's l1: 19.7372
[12] valid_0's poisson: -100.819 valid_0's l1: 19.0641
[13] valid_0's poisson: -101.655 valid_0's l1: 18.4607
[14] valid_0's poisson: -102.247 valid_0's l1: 17.9777
[15] valid_0's poisson: -102.903 valid_0's l1: 17.4385
[16] valid_0's poisson: -103.247 valid_0's l1: 17.1037
[17] valid_0's poisson: -103.797 valid_0's l1: 16.6423
[18] valid_0's poisson: -104.265 valid_0's l1: 16.2432
[19] valid_0's poisson: -104.638 valid_0's l1: 15.9124
[20] valid_0's poisson: -105.036 valid_0's l1: 15.5393
[21] valid_0's poisson: -105.305 valid_0's l1: 15.2696
[22] valid_0's poisson: -105.622 valid_0's l1: 14.949
[23] valid_0's poisson: -105.9 valid_0's l1: 14.6665
[24] valid_0's poisson: -106.081 valid_0's l1: 14.4605
[25] valid_0's poisson: -106.246 valid_0's l1: 14.2572
[26] valid_0's poisson: -106.474 valid_0's l1: 13.9943
[27] valid_0's poisson: -106.593 valid_0's l1: 13.8447
[28] valid_0's poisson: -106.78 valid_0's l1: 13.6228
[29] valid_0's poisson: -106.928 valid_0's l1: 13.4457
[30] valid_0's poisson: -107.062 valid_0's l1: 13.281
[31] valid_0's poisson: -107.147 valid_0's l1: 13.1828
[32] valid_0's poisson: -107.227 valid_0's l1: 13.0778
[33] valid_0's poisson: -107.298 valid_0's l1: 12.9848
[34] valid_0's poisson: -107.394 valid_0's l1: 12.8558
[35] valid_0's poisson: -107.456 valid_0's l1: 12.7765
[36] valid_0's poisson: -107.546 valid_0's l1: 12.6678
[37] valid_0's poisson: -107.631 valid_0's l1: 12.5618
[38] valid_0's poisson: -107.713 valid_0's l1: 12.4573
[39] valid_0's poisson: -107.764 valid_0's l1: 12.3879
[40] valid_0's poisson: -107.83 valid_0's l1: 12.302
[41] valid_0's poisson: -107.901 valid_0's l1: 12.2122
[42] valid_0's poisson: -107.941 valid_0's l1: 12.1461
[43] valid_0's poisson: -107.973 valid_0's l1: 12.098
[44] valid_0's poisson: -108.01 valid_0's l1: 12.0513
[45] valid_0's poisson: -108.078 valid_0's l1: 11.9628
[46] valid_0's poisson: -108.129 valid_0's l1: 11.8909
[47] valid_0's poisson: -108.176 valid_0's l1: 11.8265
[48] valid_0's poisson: -108.199 valid_0's l1: 11.7896
[49] valid_0's poisson: -108.237 valid_0's l1: 11.7387
[50] valid_0's poisson: -108.276 valid_0's l1: 11.6921
[51] valid_0's poisson: -108.3 valid_0's l1: 11.6471
[52] valid_0's poisson: -108.323 valid_0's l1: 11.6112
[53] valid_0's poisson: -108.353 valid_0's l1: 11.5702
[54] valid_0's poisson: -108.371 valid_0's l1: 11.5458
[55] valid_0's poisson: -108.398 valid_0's l1: 11.5028
[56] valid_0's poisson: -108.418 valid_0's l1: 11.4661
[57] valid_0's poisson: -108.433 valid_0's l1: 11.4433
[58] valid_0's poisson: -108.438 valid_0's l1: 11.4324
[59] valid_0's poisson: -108.43 valid_0's l1: 11.4235
[60] valid_0's poisson: -108.452 valid_0's l1: 11.3883
[61] valid_0's poisson: -108.47 valid_0's l1: 11.3393
[62] valid_0's poisson: -108.475 valid_0's l1: 11.3264
[63] valid_0's poisson: -108.474 valid_0's l1: 11.2842
[64] valid_0's poisson: -108.488 valid_0's l1: 11.2643
[65] valid_0's poisson: -108.503 valid_0's l1: 11.2312
[66] valid_0's poisson: -108.507 valid_0's l1: 11.2226
[67] valid_0's poisson: -108.51 valid_0's l1: 11.2161
[68] valid_0's poisson: -108.522 valid_0's l1: 11.1993
[69] valid_0's poisson: -108.525 valid_0's l1: 11.1874
[70] valid_0's poisson: -108.537 valid_0's l1: 11.1668
[71] valid_0's poisson: -108.539 valid_0's l1: 11.1616
[72] valid_0's poisson: -108.553 valid_0's l1: 11.1366
[73] valid_0's poisson: -108.555 valid_0's l1: 11.1268
[74] valid_0's poisson: -108.559 valid_0's l1: 11.1183
[75] valid_0's poisson: -108.561 valid_0's l1: 11.1119
[76] valid_0's poisson: -108.561 valid_0's l1: 11.0995
[77] valid_0's poisson: -108.562 valid_0's l1: 11.0869
[78] valid_0's poisson: -108.573 valid_0's l1: 11.0692
[79] valid_0's poisson: -108.573 valid_0's l1: 11.0671
[80] valid_0's poisson: -108.578 valid_0's l1: 11.0619
[81] valid_0's poisson: -108.583 valid_0's l1: 11.0527
[82] valid_0's poisson: -108.584 valid_0's l1: 11.0507
[83] valid_0's poisson: -108.586 valid_0's l1: 11.035
[84] valid_0's poisson: -108.588 valid_0's l1: 11.0211
[85] valid_0's poisson: -108.59 valid_0's l1: 11.0153
[86] valid_0's poisson: -108.591 valid_0's l1: 11.0118
[87] valid_0's poisson: -108.597 valid_0's l1: 11.0026
[88] valid_0's poisson: -108.598 valid_0's l1: 10.9982
[89] valid_0's poisson: -108.599 valid_0's l1: 10.9974
[90] valid_0's poisson: -108.598 valid_0's l1: 10.9947
[91] valid_0's poisson: -108.601 valid_0's l1: 10.9854
[92] valid_0's poisson: -108.57 valid_0's l1: 10.9838
[93] valid_0's poisson: -108.554 valid_0's l1: 10.9558
[94] valid_0's poisson: -108.55 valid_0's l1: 10.9459
[95] valid_0's poisson: -108.554 valid_0's l1: 10.9366
[96] valid_0's poisson: -108.565 valid_0's l1: 10.9187
[97] valid_0's poisson: -108.565 valid_0's l1: 10.9043
[98] valid_0's poisson: -108.571 valid_0's l1: 10.8918
[99] valid_0's poisson: -108.557 valid_0's l1: 10.8883
[100] valid_0's poisson: -108.565 valid_0's l1: 10.8714
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.5878 valid_0's l1: 28.1677
[2] valid_0's poisson: -86.3422 valid_0's l1: 27.0326
[3] valid_0's poisson: -88.66 valid_0's l1: 25.9794
[4] valid_0's poisson: -90.5722 valid_0's l1: 25.0246
[5] valid_0's poisson: -92.1679 valid_0's l1: 24.1617
[6] valid_0's poisson: -93.4475 valid_0's l1: 23.3956
[7] valid_0's poisson: -94.5849 valid_0's l1: 22.6888
[8] valid_0's poisson: -96.5476 valid_0's l1: 21.8007
[9] valid_0's poisson: -97.9838 valid_0's l1: 21.0222
[10] valid_0's poisson: -99.3558 valid_0's l1: 20.2101
[11] valid_0's poisson: -100.326 valid_0's l1: 19.5533
[12] valid_0's poisson: -100.833 valid_0's l1: 19.0981
[13] valid_0's poisson: -101.545 valid_0's l1: 18.5503
[14] valid_0's poisson: -102.249 valid_0's l1: 18.0041
[15] valid_0's poisson: -102.653 valid_0's l1: 17.6255
[16] valid_0's poisson: -103.244 valid_0's l1: 17.1573
[17] valid_0's poisson: -103.822 valid_0's l1: 16.7027
[18] valid_0's poisson: -104.141 valid_0's l1: 16.3988
[19] valid_0's poisson: -104.608 valid_0's l1: 16.0007
[20] valid_0's poisson: -104.949 valid_0's l1: 15.6631
[21] valid_0's poisson: -105.157 valid_0's l1: 15.4444
[22] valid_0's poisson: -105.421 valid_0's l1: 15.178
[23] valid_0's poisson: -105.598 valid_0's l1: 14.9829
[24] valid_0's poisson: -105.874 valid_0's l1: 14.6911
[25] valid_0's poisson: -106.025 valid_0's l1: 14.5276
[26] valid_0's poisson: -106.234 valid_0's l1: 14.2818
[27] valid_0's poisson: -106.438 valid_0's l1: 14.047
[28] valid_0's poisson: -106.582 valid_0's l1: 13.8835
[29] valid_0's poisson: -106.748 valid_0's l1: 13.6854
[30] valid_0's poisson: -106.919 valid_0's l1: 13.4817
[31] valid_0's poisson: -107.058 valid_0's l1: 13.3186
[32] valid_0's poisson: -107.135 valid_0's l1: 13.2199
[33] valid_0's poisson: -107.235 valid_0's l1: 13.1108
[34] valid_0's poisson: -107.366 valid_0's l1: 12.9516
[35] valid_0's poisson: -107.474 valid_0's l1: 12.8177
[36] valid_0's poisson: -107.564 valid_0's l1: 12.7042
[37] valid_0's poisson: -107.642 valid_0's l1: 12.6027
[38] valid_0's poisson: -107.688 valid_0's l1: 12.5445
[39] valid_0's poisson: -107.735 valid_0's l1: 12.4804
[40] valid_0's poisson: -107.808 valid_0's l1: 12.3773
[41] valid_0's poisson: -107.856 valid_0's l1: 12.3106
[42] valid_0's poisson: -107.879 valid_0's l1: 12.2642
[43] valid_0's poisson: -107.951 valid_0's l1: 12.1672
[44] valid_0's poisson: -108.001 valid_0's l1: 12.0981
[45] valid_0's poisson: -108.067 valid_0's l1: 12.0046
[46] valid_0's poisson: -108.125 valid_0's l1: 11.9257
[47] valid_0's poisson: -108.163 valid_0's l1: 11.8725
[48] valid_0's poisson: -108.2 valid_0's l1: 11.8131
[49] valid_0's poisson: -108.238 valid_0's l1: 11.7577
[50] valid_0's poisson: -108.274 valid_0's l1: 11.705
[51] valid_0's poisson: -108.304 valid_0's l1: 11.6571
[52] valid_0's poisson: -108.325 valid_0's l1: 11.6234
[53] valid_0's poisson: -108.344 valid_0's l1: 11.5871
[54] valid_0's poisson: -108.365 valid_0's l1: 11.5491
[55] valid_0's poisson: -108.372 valid_0's l1: 11.536
[56] valid_0's poisson: -108.382 valid_0's l1: 11.5202
[57] valid_0's poisson: -108.413 valid_0's l1: 11.471
[58] valid_0's poisson: -108.417 valid_0's l1: 11.461
[59] valid_0's poisson: -108.444 valid_0's l1: 11.4133
[60] valid_0's poisson: -108.468 valid_0's l1: 11.368
[61] valid_0's poisson: -108.462 valid_0's l1: 11.3564
[62] valid_0's poisson: -108.475 valid_0's l1: 11.3285
[63] valid_0's poisson: -108.459 valid_0's l1: 11.292
[64] valid_0's poisson: -108.477 valid_0's l1: 11.2537
[65] valid_0's poisson: -108.486 valid_0's l1: 11.2254
[66] valid_0's poisson: -108.501 valid_0's l1: 11.1928
[67] valid_0's poisson: -108.502 valid_0's l1: 11.1801
[68] valid_0's poisson: -108.498 valid_0's l1: 11.1685
[69] valid_0's poisson: -108.489 valid_0's l1: 11.1611
[70] valid_0's poisson: -108.496 valid_0's l1: 11.141
[71] valid_0's poisson: -108.515 valid_0's l1: 11.1288
[72] valid_0's poisson: -108.518 valid_0's l1: 11.1211
[73] valid_0's poisson: -108.507 valid_0's l1: 11.1182
[74] valid_0's poisson: -108.508 valid_0's l1: 11.1118
[75] valid_0's poisson: -108.513 valid_0's l1: 11.1017
[76] valid_0's poisson: -108.516 valid_0's l1: 11.0944
[77] valid_0's poisson: -108.519 valid_0's l1: 11.0892
[78] valid_0's poisson: -108.519 valid_0's l1: 11.0778
[79] valid_0's poisson: -108.521 valid_0's l1: 11.0748
[80] valid_0's poisson: -108.523 valid_0's l1: 11.0705
[81] valid_0's poisson: -108.499 valid_0's l1: 11.0662
[82] valid_0's poisson: -108.496 valid_0's l1: 11.0592
[83] valid_0's poisson: -108.497 valid_0's l1: 11.0544
[84] valid_0's poisson: -108.492 valid_0's l1: 11.0527
[85] valid_0's poisson: -108.515 valid_0's l1: 11.0482
[86] valid_0's poisson: -108.523 valid_0's l1: 11.0303
[87] valid_0's poisson: -108.52 valid_0's l1: 11.0214
[88] valid_0's poisson: -108.523 valid_0's l1: 11.0151
[89] valid_0's poisson: -108.533 valid_0's l1: 10.9875
[90] valid_0's poisson: -108.522 valid_0's l1: 10.9688
[91] valid_0's poisson: -108.521 valid_0's l1: 10.9624
[92] valid_0's poisson: -108.498 valid_0's l1: 10.9605
[93] valid_0's poisson: -108.484 valid_0's l1: 10.9486
[94] valid_0's poisson: -108.488 valid_0's l1: 10.941
[95] valid_0's poisson: -108.493 valid_0's l1: 10.9332
[96] valid_0's poisson: -108.495 valid_0's l1: 10.9301
[97] valid_0's poisson: -108.497 valid_0's l1: 10.9252
[98] valid_0's poisson: -108.498 valid_0's l1: 10.9217
[99] valid_0's poisson: -108.478 valid_0's l1: 10.9195
[100] valid_0's poisson: -108.479 valid_0's l1: 10.9157
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.5969 valid_0's l1: 28.1603
[2] valid_0's poisson: -86.2038 valid_0's l1: 27.0639
[3] valid_0's poisson: -88.3966 valid_0's l1: 26.0474
[4] valid_0's poisson: -90.264 valid_0's l1: 25.1048
[5] valid_0's poisson: -91.9003 valid_0's l1: 24.2394
[6] valid_0's poisson: -93.3052 valid_0's l1: 23.4397
[7] valid_0's poisson: -94.5485 valid_0's l1: 22.6957
[8] valid_0's poisson: -96.2469 valid_0's l1: 21.8825
[9] valid_0's poisson: -97.7917 valid_0's l1: 21.1022
[10] valid_0's poisson: -99.1693 valid_0's l1: 20.2959
[11] valid_0's poisson: -100.255 valid_0's l1: 19.5888
[12] valid_0's poisson: -100.764 valid_0's l1: 19.1371
[13] valid_0's poisson: -101.411 valid_0's l1: 18.6289
[14] valid_0's poisson: -102.083 valid_0's l1: 18.1374
[15] valid_0's poisson: -102.734 valid_0's l1: 17.6236
[16] valid_0's poisson: -103.334 valid_0's l1: 17.1404
[17] valid_0's poisson: -103.913 valid_0's l1: 16.6497
[18] valid_0's poisson: -104.418 valid_0's l1: 16.1958
[19] valid_0's poisson: -104.708 valid_0's l1: 15.8945
[20] valid_0's poisson: -105.048 valid_0's l1: 15.5486
[21] valid_0's poisson: -105.427 valid_0's l1: 15.1874
[22] valid_0's poisson: -105.595 valid_0's l1: 14.9945
[23] valid_0's poisson: -105.883 valid_0's l1: 14.6842
[24] valid_0's poisson: -106.083 valid_0's l1: 14.4626
[25] valid_0's poisson: -106.295 valid_0's l1: 14.2077
[26] valid_0's poisson: -106.425 valid_0's l1: 14.0513
[27] valid_0's poisson: -106.573 valid_0's l1: 13.8877
[28] valid_0's poisson: -106.688 valid_0's l1: 13.7421
[29] valid_0's poisson: -106.833 valid_0's l1: 13.5727
[30] valid_0's poisson: -106.987 valid_0's l1: 13.3901
[31] valid_0's poisson: -107.078 valid_0's l1: 13.2695
[32] valid_0's poisson: -107.155 valid_0's l1: 13.1671
[33] valid_0's poisson: -107.239 valid_0's l1: 13.0584
[34] valid_0's poisson: -107.34 valid_0's l1: 12.9298
[35] valid_0's poisson: -107.458 valid_0's l1: 12.7915
[36] valid_0's poisson: -107.565 valid_0's l1: 12.6623
[37] valid_0's poisson: -107.657 valid_0's l1: 12.5411
[38] valid_0's poisson: -107.731 valid_0's l1: 12.4467
[39] valid_0's poisson: -107.791 valid_0's l1: 12.3637
[40] valid_0's poisson: -107.855 valid_0's l1: 12.2783
[41] valid_0's poisson: -107.91 valid_0's l1: 12.2072
[42] valid_0's poisson: -107.975 valid_0's l1: 12.1156
[43] valid_0's poisson: -108.011 valid_0's l1: 12.0667
[44] valid_0's poisson: -108.043 valid_0's l1: 12.0242
[45] valid_0's poisson: -108.106 valid_0's l1: 11.9327
[46] valid_0's poisson: -108.163 valid_0's l1: 11.8526
[47] valid_0's poisson: -108.211 valid_0's l1: 11.7838
[48] valid_0's poisson: -108.247 valid_0's l1: 11.7348
[49] valid_0's poisson: -108.273 valid_0's l1: 11.6922
[50] valid_0's poisson: -108.297 valid_0's l1: 11.6525
[51] valid_0's poisson: -108.328 valid_0's l1: 11.6054
[52] valid_0's poisson: -108.348 valid_0's l1: 11.5786
[53] valid_0's poisson: -108.375 valid_0's l1: 11.5417
[54] valid_0's poisson: -108.414 valid_0's l1: 11.4808
[55] valid_0's poisson: -108.431 valid_0's l1: 11.4543
[56] valid_0's poisson: -108.443 valid_0's l1: 11.4329
[57] valid_0's poisson: -108.462 valid_0's l1: 11.3889
[58] valid_0's poisson: -108.471 valid_0's l1: 11.3717
[59] valid_0's poisson: -108.479 valid_0's l1: 11.3616
[60] valid_0's poisson: -108.502 valid_0's l1: 11.3118
[61] valid_0's poisson: -108.513 valid_0's l1: 11.2626
[62] valid_0's poisson: -108.526 valid_0's l1: 11.229
[63] valid_0's poisson: -108.537 valid_0's l1: 11.1875
[64] valid_0's poisson: -108.54 valid_0's l1: 11.1775
[65] valid_0's poisson: -108.502 valid_0's l1: 11.1693
[66] valid_0's poisson: -108.509 valid_0's l1: 11.1557
[67] valid_0's poisson: -108.505 valid_0's l1: 11.1495
[68] valid_0's poisson: -108.509 valid_0's l1: 11.1436
[69] valid_0's poisson: -108.511 valid_0's l1: 11.1382
[70] valid_0's poisson: -108.514 valid_0's l1: 11.1312
[71] valid_0's poisson: -108.524 valid_0's l1: 11.1081
[72] valid_0's poisson: -108.528 valid_0's l1: 11.0899
[73] valid_0's poisson: -108.525 valid_0's l1: 11.0846
[74] valid_0's poisson: -108.526 valid_0's l1: 11.0707
[75] valid_0's poisson: -108.528 valid_0's l1: 11.0651
[76] valid_0's poisson: -108.542 valid_0's l1: 11.0401
[77] valid_0's poisson: -108.548 valid_0's l1: 11.0312
[78] valid_0's poisson: -108.548 valid_0's l1: 11.0249
[79] valid_0's poisson: -108.528 valid_0's l1: 11.0212
[80] valid_0's poisson: -108.532 valid_0's l1: 11.0091
[81] valid_0's poisson: -108.534 valid_0's l1: 11.0049
[82] valid_0's poisson: -108.533 valid_0's l1: 10.9951
[83] valid_0's poisson: -108.537 valid_0's l1: 10.9844
[84] valid_0's poisson: -108.537 valid_0's l1: 10.9696
[85] valid_0's poisson: -108.541 valid_0's l1: 10.9608
[86] valid_0's poisson: -108.545 valid_0's l1: 10.9514
[87] valid_0's poisson: -108.548 valid_0's l1: 10.9455
[88] valid_0's poisson: -108.554 valid_0's l1: 10.9335
[89] valid_0's poisson: -108.555 valid_0's l1: 10.9289
[90] valid_0's poisson: -108.558 valid_0's l1: 10.9212
[91] valid_0's poisson: -108.563 valid_0's l1: 10.9064
[92] valid_0's poisson: -108.555 valid_0's l1: 10.901
[93] valid_0's poisson: -108.556 valid_0's l1: 10.8978
[94] valid_0's poisson: -108.55 valid_0's l1: 10.896
[95] valid_0's poisson: -108.549 valid_0's l1: 10.8925
[96] valid_0's poisson: -108.551 valid_0's l1: 10.8859
[97] valid_0's poisson: -108.544 valid_0's l1: 10.8865
[98] valid_0's poisson: -108.538 valid_0's l1: 10.8855
[99] valid_0's poisson: -108.538 valid_0's l1: 10.8834
[100] valid_0's poisson: -108.538 valid_0's l1: 10.8805
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.5728 valid_0's l1: 29.29
[2] valid_0's poisson: -80.7607 valid_0's l1: 29.2241
[3] valid_0's poisson: -80.9458 valid_0's l1: 29.1584
[4] valid_0's poisson: -81.1284 valid_0's l1: 29.093
[5] valid_0's poisson: -81.3084 valid_0's l1: 29.0278
[6] valid_0's poisson: -81.486 valid_0's l1: 28.9629
[7] valid_0's poisson: -81.6611 valid_0's l1: 28.8983
[8] valid_0's poisson: -81.8339 valid_0's l1: 28.8345
[9] valid_0's poisson: -82.0043 valid_0's l1: 28.771
[10] valid_0's poisson: -82.1724 valid_0's l1: 28.7078
[11] valid_0's poisson: -82.3383 valid_0's l1: 28.6448
[12] valid_0's poisson: -82.502 valid_0's l1: 28.582
[13] valid_0's poisson: -82.6635 valid_0's l1: 28.5195
[14] valid_0's poisson: -82.823 valid_0's l1: 28.4573
[15] valid_0's poisson: -82.9803 valid_0's l1: 28.3961
[16] valid_0's poisson: -83.1424 valid_0's l1: 28.3335
[17] valid_0's poisson: -83.3022 valid_0's l1: 28.2713
[18] valid_0's poisson: -83.4598 valid_0's l1: 28.2095
[19] valid_0's poisson: -83.6154 valid_0's l1: 28.1479
[20] valid_0's poisson: -83.7688 valid_0's l1: 28.0866
[21] valid_0's poisson: -83.9203 valid_0's l1: 28.0256
[22] valid_0's poisson: -84.0697 valid_0's l1: 27.9659
[23] valid_0's poisson: -84.2221 valid_0's l1: 27.9055
[24] valid_0's poisson: -84.3724 valid_0's l1: 27.8453
[25] valid_0's poisson: -84.5207 valid_0's l1: 27.7854
[26] valid_0's poisson: -84.6671 valid_0's l1: 27.7257
[27] valid_0's poisson: -84.8115 valid_0's l1: 27.6662
[28] valid_0's poisson: -84.9541 valid_0's l1: 27.6074
[29] valid_0's poisson: -85.092 valid_0's l1: 27.5492
[30] valid_0's poisson: -85.2281 valid_0's l1: 27.4913
[31] valid_0's poisson: -85.3625 valid_0's l1: 27.4336
[32] valid_0's poisson: -85.4953 valid_0's l1: 27.3761
[33] valid_0's poisson: -85.6264 valid_0's l1: 27.3188
[34] valid_0's poisson: -85.7597 valid_0's l1: 27.2619
[35] valid_0's poisson: -85.8913 valid_0's l1: 27.2055
[36] valid_0's poisson: -86.0185 valid_0's l1: 27.15
[37] valid_0's poisson: -86.1473 valid_0's l1: 27.0943
[38] valid_0's poisson: -86.2744 valid_0's l1: 27.0387
[39] valid_0's poisson: -86.4 valid_0's l1: 26.9834
[40] valid_0's poisson: -86.5241 valid_0's l1: 26.9285
[41] valid_0's poisson: -86.6484 valid_0's l1: 26.8725
[42] valid_0's poisson: -86.7712 valid_0's l1: 26.8169
[43] valid_0's poisson: -86.8916 valid_0's l1: 26.7622
[44] valid_0's poisson: -87.0106 valid_0's l1: 26.7077
[45] valid_0's poisson: -87.1282 valid_0's l1: 26.6535
[46] valid_0's poisson: -87.2443 valid_0's l1: 26.5997
[47] valid_0's poisson: -87.3591 valid_0's l1: 26.5462
[48] valid_0's poisson: -87.4725 valid_0's l1: 26.493
[49] valid_0's poisson: -87.5846 valid_0's l1: 26.4401
[50] valid_0's poisson: -87.6905 valid_0's l1: 26.3892
[51] valid_0's poisson: -87.8001 valid_0's l1: 26.3371
[52] valid_0's poisson: -87.9083 valid_0's l1: 26.2852
[53] valid_0's poisson: -88.0154 valid_0's l1: 26.2336
[54] valid_0's poisson: -88.1212 valid_0's l1: 26.1825
[55] valid_0's poisson: -88.2257 valid_0's l1: 26.1315
[56] valid_0's poisson: -88.3291 valid_0's l1: 26.081
[57] valid_0's poisson: -88.4313 valid_0's l1: 26.0311
[58] valid_0's poisson: -88.5302 valid_0's l1: 25.9821
[59] valid_0's poisson: -88.6279 valid_0's l1: 25.9334
[60] valid_0's poisson: -88.7245 valid_0's l1: 25.885
[61] valid_0's poisson: -88.82 valid_0's l1: 25.8368
[62] valid_0's poisson: -88.9186 valid_0's l1: 25.7881
[63] valid_0's poisson: -89.012 valid_0's l1: 25.7405
[64] valid_0's poisson: -89.1088 valid_0's l1: 25.6916
[65] valid_0's poisson: -89.2001 valid_0's l1: 25.6445
[66] valid_0's poisson: -89.2946 valid_0's l1: 25.597
[67] valid_0's poisson: -89.384 valid_0's l1: 25.5504
[68] valid_0's poisson: -89.4764 valid_0's l1: 25.5034
[69] valid_0's poisson: -89.5642 valid_0's l1: 25.4573
[70] valid_0's poisson: -89.655 valid_0's l1: 25.4108
[71] valid_0's poisson: -89.7409 valid_0's l1: 25.3657
[72] valid_0's poisson: -89.8259 valid_0's l1: 25.3207
[73] valid_0's poisson: -89.9101 valid_0's l1: 25.276
[74] valid_0's poisson: -89.9933 valid_0's l1: 25.2314
[75] valid_0's poisson: -90.0798 valid_0's l1: 25.1865
[76] valid_0's poisson: -90.1653 valid_0's l1: 25.1419
[77] valid_0's poisson: -90.2462 valid_0's l1: 25.0979
[78] valid_0's poisson: -90.3263 valid_0's l1: 25.0548
[79] valid_0's poisson: -90.408 valid_0's l1: 25.0124
[80] valid_0's poisson: -90.4904 valid_0's l1: 24.9688
[81] valid_0's poisson: -90.5727 valid_0's l1: 24.925
[82] valid_0's poisson: -90.6542 valid_0's l1: 24.8815
[83] valid_0's poisson: -90.7348 valid_0's l1: 24.8386
[84] valid_0's poisson: -90.8145 valid_0's l1: 24.796
[85] valid_0's poisson: -90.8935 valid_0's l1: 24.7537
[86] valid_0's poisson: -90.9708 valid_0's l1: 24.712
[87] valid_0's poisson: -91.0474 valid_0's l1: 24.6706
[88] valid_0's poisson: -91.1232 valid_0's l1: 24.6294
[89] valid_0's poisson: -91.1982 valid_0's l1: 24.5884
[90] valid_0's poisson: -91.2724 valid_0's l1: 24.5476
[91] valid_0's poisson: -91.3459 valid_0's l1: 24.5071
[92] valid_0's poisson: -91.4192 valid_0's l1: 24.467
[93] valid_0's poisson: -91.4918 valid_0's l1: 24.4272
[94] valid_0's poisson: -91.5637 valid_0's l1: 24.3878
[95] valid_0's poisson: -91.6348 valid_0's l1: 24.3486
[96] valid_0's poisson: -91.7053 valid_0's l1: 24.3097
[97] valid_0's poisson: -91.7751 valid_0's l1: 24.2711
[98] valid_0's poisson: -91.8441 valid_0's l1: 24.2327
[99] valid_0's poisson: -91.9117 valid_0's l1: 24.195
[100] valid_0's poisson: -91.9786 valid_0's l1: 24.1575
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.578 valid_0's l1: 29.2883
[2] valid_0's poisson: -80.7704 valid_0's l1: 29.2214
[3] valid_0's poisson: -80.9599 valid_0's l1: 29.1547
[4] valid_0's poisson: -81.1468 valid_0's l1: 29.0882
[5] valid_0's poisson: -81.331 valid_0's l1: 29.0221
[6] valid_0's poisson: -81.5127 valid_0's l1: 28.9561
[7] valid_0's poisson: -81.6917 valid_0's l1: 28.8906
[8] valid_0's poisson: -81.8801 valid_0's l1: 28.8234
[9] valid_0's poisson: -82.0667 valid_0's l1: 28.7565
[10] valid_0's poisson: -82.2505 valid_0's l1: 28.6898
[11] valid_0's poisson: -82.4317 valid_0's l1: 28.6234
[12] valid_0's poisson: -82.6102 valid_0's l1: 28.5572
[13] valid_0's poisson: -82.7862 valid_0's l1: 28.4913
[14] valid_0's poisson: -82.9596 valid_0's l1: 28.4262
[15] valid_0's poisson: -83.1306 valid_0's l1: 28.3614
[16] valid_0's poisson: -83.2992 valid_0's l1: 28.2968
[17] valid_0's poisson: -83.4654 valid_0's l1: 28.2325
[18] valid_0's poisson: -83.6293 valid_0's l1: 28.1685
[19] valid_0's poisson: -83.7909 valid_0's l1: 28.1047
[20] valid_0's poisson: -83.9503 valid_0's l1: 28.0419
[21] valid_0's poisson: -84.1056 valid_0's l1: 27.9804
[22] valid_0's poisson: -84.2588 valid_0's l1: 27.9192
[23] valid_0's poisson: -84.41 valid_0's l1: 27.8582
[24] valid_0's poisson: -84.5591 valid_0's l1: 27.7975
[25] valid_0's poisson: -84.7063 valid_0's l1: 27.737
[26] valid_0's poisson: -84.8515 valid_0's l1: 27.677
[27] valid_0's poisson: -84.9981 valid_0's l1: 27.6173
[28] valid_0's poisson: -85.1427 valid_0's l1: 27.558
[29] valid_0's poisson: -85.2855 valid_0's l1: 27.4988
[30] valid_0's poisson: -85.4264 valid_0's l1: 27.4399
[31] valid_0's poisson: -85.5654 valid_0's l1: 27.3812
[32] valid_0's poisson: -85.6925 valid_0's l1: 27.3252
[33] valid_0's poisson: -85.8283 valid_0's l1: 27.2675
[34] valid_0's poisson: -85.9556 valid_0's l1: 27.2118
[35] valid_0's poisson: -86.0813 valid_0's l1: 27.1564
[36] valid_0's poisson: -86.2068 valid_0's l1: 27.1003
[37] valid_0's poisson: -86.3307 valid_0's l1: 27.0444
[38] valid_0's poisson: -86.4563 valid_0's l1: 26.9888
[39] valid_0's poisson: -86.5826 valid_0's l1: 26.9329
[40] valid_0's poisson: -86.698 valid_0's l1: 26.8798
[41] valid_0's poisson: -86.812 valid_0's l1: 26.8271
[42] valid_0's poisson: -86.9247 valid_0's l1: 26.7748
[43] valid_0's poisson: -87.0454 valid_0's l1: 26.7207
[44] valid_0's poisson: -87.1652 valid_0's l1: 26.6654
[45] valid_0's poisson: -87.2835 valid_0's l1: 26.6104
[46] valid_0's poisson: -87.4 valid_0's l1: 26.557
[47] valid_0's poisson: -87.5151 valid_0's l1: 26.5039
[48] valid_0's poisson: -87.6241 valid_0's l1: 26.4526
[49] valid_0's poisson: -87.7307 valid_0's l1: 26.4016
[50] valid_0's poisson: -87.8371 valid_0's l1: 26.35
[51] valid_0's poisson: -87.9479 valid_0's l1: 26.2967
[52] valid_0's poisson: -88.0567 valid_0's l1: 26.2449
[53] valid_0's poisson: -88.1594 valid_0's l1: 26.194
[54] valid_0's poisson: -88.2658 valid_0's l1: 26.143
[55] valid_0's poisson: -88.371 valid_0's l1: 26.0924
[56] valid_0's poisson: -88.4703 valid_0's l1: 26.0428
[57] valid_0's poisson: -88.5684 valid_0's l1: 25.9936
[58] valid_0's poisson: -88.6709 valid_0's l1: 25.9428
[59] valid_0's poisson: -88.7723 valid_0's l1: 25.8922
[60] valid_0's poisson: -88.8725 valid_0's l1: 25.8418
[61] valid_0's poisson: -88.971 valid_0's l1: 25.7927
[62] valid_0's poisson: -89.0684 valid_0's l1: 25.744
[63] valid_0's poisson: -89.1657 valid_0's l1: 25.6941
[64] valid_0's poisson: -89.2619 valid_0's l1: 25.6446
[65] valid_0's poisson: -89.3517 valid_0's l1: 25.5975
[66] valid_0's poisson: -89.4406 valid_0's l1: 25.5506
[67] valid_0's poisson: -89.5333 valid_0's l1: 25.503
[68] valid_0's poisson: -89.6257 valid_0's l1: 25.4552
[69] valid_0's poisson: -89.7171 valid_0's l1: 25.408
[70] valid_0's poisson: -89.8075 valid_0's l1: 25.361
[71] valid_0's poisson: -89.897 valid_0's l1: 25.3142
[72] valid_0's poisson: -89.9792 valid_0's l1: 25.2703
[73] valid_0's poisson: -90.0669 valid_0's l1: 25.224
[74] valid_0's poisson: -90.1536 valid_0's l1: 25.178
[75] valid_0's poisson: -90.2394 valid_0's l1: 25.1325
[76] valid_0's poisson: -90.3205 valid_0's l1: 25.0882
[77] valid_0's poisson: -90.4013 valid_0's l1: 25.0448
[78] valid_0's poisson: -90.4813 valid_0's l1: 25.0015
[79] valid_0's poisson: -90.5598 valid_0's l1: 24.9587
[80] valid_0's poisson: -90.6381 valid_0's l1: 24.9158
[81] valid_0's poisson: -90.715 valid_0's l1: 24.8733
[82] valid_0's poisson: -90.7958 valid_0's l1: 24.8298
[83] valid_0's poisson: -90.8714 valid_0's l1: 24.7876
[84] valid_0's poisson: -90.9464 valid_0's l1: 24.7459
[85] valid_0's poisson: -91.019 valid_0's l1: 24.7058
[86] valid_0's poisson: -91.0929 valid_0's l1: 24.6646
[87] valid_0's poisson: -91.1641 valid_0's l1: 24.625
[88] valid_0's poisson: -91.2347 valid_0's l1: 24.5859
[89] valid_0's poisson: -91.306 valid_0's l1: 24.5455
[90] valid_0's poisson: -91.3767 valid_0's l1: 24.5053
[91] valid_0's poisson: -91.4467 valid_0's l1: 24.4655
[92] valid_0's poisson: -91.5162 valid_0's l1: 24.4265
[93] valid_0's poisson: -91.5861 valid_0's l1: 24.3875
[94] valid_0's poisson: -91.6552 valid_0's l1: 24.3488
[95] valid_0's poisson: -91.7236 valid_0's l1: 24.3103
[96] valid_0's poisson: -91.7915 valid_0's l1: 24.2716
[97] valid_0's poisson: -91.8578 valid_0's l1: 24.2333
[98] valid_0's poisson: -91.9243 valid_0's l1: 24.1951
[99] valid_0's poisson: -91.9934 valid_0's l1: 24.1557
[100] valid_0's poisson: -92.0617 valid_0's l1: 24.1169
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.5782 valid_0's l1: 29.2884
[2] valid_0's poisson: -80.7712 valid_0's l1: 29.221
[3] valid_0's poisson: -80.9614 valid_0's l1: 29.1538
[4] valid_0's poisson: -81.1489 valid_0's l1: 29.0869
[5] valid_0's poisson: -81.3337 valid_0's l1: 29.0202
[6] valid_0's poisson: -81.516 valid_0's l1: 28.9538
[7] valid_0's poisson: -81.6957 valid_0's l1: 28.8878
[8] valid_0's poisson: -81.8729 valid_0's l1: 28.8226
[9] valid_0's poisson: -82.0476 valid_0's l1: 28.7577
[10] valid_0's poisson: -82.22 valid_0's l1: 28.6929
[11] valid_0's poisson: -82.39 valid_0's l1: 28.6285
[12] valid_0's poisson: -82.5578 valid_0's l1: 28.5643
[13] valid_0's poisson: -82.7233 valid_0's l1: 28.5003
[14] valid_0's poisson: -82.8865 valid_0's l1: 28.4368
[15] valid_0's poisson: -83.0499 valid_0's l1: 28.3741
[16] valid_0's poisson: -83.211 valid_0's l1: 28.3116
[17] valid_0's poisson: -83.37 valid_0's l1: 28.2494
[18] valid_0's poisson: -83.5271 valid_0's l1: 28.1872
[19] valid_0's poisson: -83.6821 valid_0's l1: 28.1252
[20] valid_0's poisson: -83.835 valid_0's l1: 28.0635
[21] valid_0's poisson: -83.9857 valid_0's l1: 28.0027
[22] valid_0's poisson: -84.1401 valid_0's l1: 27.9419
[23] valid_0's poisson: -84.2924 valid_0's l1: 27.8813
[24] valid_0's poisson: -84.4451 valid_0's l1: 27.8203
[25] valid_0's poisson: -84.5958 valid_0's l1: 27.7595
[26] valid_0's poisson: -84.7445 valid_0's l1: 27.6989
[27] valid_0's poisson: -84.8912 valid_0's l1: 27.6385
[28] valid_0's poisson: -85.0359 valid_0's l1: 27.5795
[29] valid_0's poisson: -85.1727 valid_0's l1: 27.5216
[30] valid_0's poisson: -85.3078 valid_0's l1: 27.464
[31] valid_0's poisson: -85.4411 valid_0's l1: 27.4065
[32] valid_0's poisson: -85.5729 valid_0's l1: 27.3493
[33] valid_0's poisson: -85.7029 valid_0's l1: 27.2923
[34] valid_0's poisson: -85.8314 valid_0's l1: 27.2356
[35] valid_0's poisson: -85.9643 valid_0's l1: 27.1789
[36] valid_0's poisson: -86.0934 valid_0's l1: 27.1232
[37] valid_0's poisson: -86.221 valid_0's l1: 27.0677
[38] valid_0's poisson: -86.347 valid_0's l1: 27.0125
[39] valid_0's poisson: -86.4715 valid_0's l1: 26.9574
[40] valid_0's poisson: -86.5967 valid_0's l1: 26.9017
[41] valid_0's poisson: -86.7227 valid_0's l1: 26.8449
[42] valid_0's poisson: -86.8371 valid_0's l1: 26.792
[43] valid_0's poisson: -86.96 valid_0's l1: 26.7364
[44] valid_0's poisson: -87.0814 valid_0's l1: 26.6811
[45] valid_0's poisson: -87.2013 valid_0's l1: 26.626
[46] valid_0's poisson: -87.3198 valid_0's l1: 26.5711
[47] valid_0's poisson: -87.4368 valid_0's l1: 26.5167
[48] valid_0's poisson: -87.5525 valid_0's l1: 26.4627
[49] valid_0's poisson: -87.6667 valid_0's l1: 26.4092
[50] valid_0's poisson: -87.7796 valid_0's l1: 26.356
[51] valid_0's poisson: -87.8912 valid_0's l1: 26.303
[52] valid_0's poisson: -88.0015 valid_0's l1: 26.2502
[53] valid_0's poisson: -88.1104 valid_0's l1: 26.1977
[54] valid_0's poisson: -88.2164 valid_0's l1: 26.1468
[55] valid_0's poisson: -88.3211 valid_0's l1: 26.0962
[56] valid_0's poisson: -88.4229 valid_0's l1: 26.0462
[57] valid_0's poisson: -88.5236 valid_0's l1: 25.9965
[58] valid_0's poisson: -88.6186 valid_0's l1: 25.9489
[59] valid_0's poisson: -88.7174 valid_0's l1: 25.8995
[60] valid_0's poisson: -88.8103 valid_0's l1: 25.8524
[61] valid_0's poisson: -88.9022 valid_0's l1: 25.8057
[62] valid_0's poisson: -88.9987 valid_0's l1: 25.7573
[63] valid_0's poisson: -89.0934 valid_0's l1: 25.7093
[64] valid_0's poisson: -89.1888 valid_0's l1: 25.6615
[65] valid_0's poisson: -89.2849 valid_0's l1: 25.6126
[66] valid_0's poisson: -89.3799 valid_0's l1: 25.564
[67] valid_0's poisson: -89.4738 valid_0's l1: 25.516
[68] valid_0's poisson: -89.5642 valid_0's l1: 25.4691
[69] valid_0's poisson: -89.6535 valid_0's l1: 25.423
[70] valid_0's poisson: -89.7411 valid_0's l1: 25.3772
[71] valid_0's poisson: -89.8271 valid_0's l1: 25.3331
[72] valid_0's poisson: -89.9129 valid_0's l1: 25.2878
[73] valid_0's poisson: -90.0006 valid_0's l1: 25.2418
[74] valid_0's poisson: -90.0873 valid_0's l1: 25.196
[75] valid_0's poisson: -90.1738 valid_0's l1: 25.1504
[76] valid_0's poisson: -90.2571 valid_0's l1: 25.1061
[77] valid_0's poisson: -90.3395 valid_0's l1: 25.0623
[78] valid_0's poisson: -90.4215 valid_0's l1: 25.0191
[79] valid_0's poisson: -90.5022 valid_0's l1: 24.9765
[80] valid_0's poisson: -90.5837 valid_0's l1: 24.9331
[81] valid_0's poisson: -90.6643 valid_0's l1: 24.89
[82] valid_0's poisson: -90.7441 valid_0's l1: 24.8472
[83] valid_0's poisson: -90.8231 valid_0's l1: 24.8046
[84] valid_0's poisson: -90.9013 valid_0's l1: 24.7621
[85] valid_0's poisson: -90.9787 valid_0's l1: 24.7199
[86] valid_0's poisson: -91.0564 valid_0's l1: 24.6778
[87] valid_0's poisson: -91.1302 valid_0's l1: 24.6367
[88] valid_0's poisson: -91.2034 valid_0's l1: 24.5959
[89] valid_0's poisson: -91.2757 valid_0's l1: 24.5554
[90] valid_0's poisson: -91.3485 valid_0's l1: 24.5151
[91] valid_0's poisson: -91.4205 valid_0's l1: 24.475
[92] valid_0's poisson: -91.4918 valid_0's l1: 24.4352
[93] valid_0's poisson: -91.5624 valid_0's l1: 24.3961
[94] valid_0's poisson: -91.6323 valid_0's l1: 24.3573
[95] valid_0's poisson: -91.7014 valid_0's l1: 24.3187
[96] valid_0's poisson: -91.7699 valid_0's l1: 24.2804
[97] valid_0's poisson: -91.8379 valid_0's l1: 24.2422
[98] valid_0's poisson: -91.9052 valid_0's l1: 24.2042
[99] valid_0's poisson: -91.9718 valid_0's l1: 24.1664
[100] valid_0's poisson: -92.0378 valid_0's l1: 24.1291
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.5734 valid_0's l1: 29.2897
[2] valid_0's poisson: -80.7667 valid_0's l1: 29.2226
[3] valid_0's poisson: -80.9572 valid_0's l1: 29.1558
[4] valid_0's poisson: -81.1461 valid_0's l1: 29.0893
[5] valid_0's poisson: -81.3311 valid_0's l1: 29.023
[6] valid_0's poisson: -81.5134 valid_0's l1: 28.9569
[7] valid_0's poisson: -81.6932 valid_0's l1: 28.8914
[8] valid_0's poisson: -81.8704 valid_0's l1: 28.8266
[9] valid_0's poisson: -82.0464 valid_0's l1: 28.762
[10] valid_0's poisson: -82.22 valid_0's l1: 28.6976
[11] valid_0's poisson: -82.3911 valid_0's l1: 28.6335
[12] valid_0's poisson: -82.5598 valid_0's l1: 28.5697
[13] valid_0's poisson: -82.7262 valid_0's l1: 28.5061
[14] valid_0's poisson: -82.8904 valid_0's l1: 28.4433
[15] valid_0's poisson: -83.0523 valid_0's l1: 28.3811
[16] valid_0's poisson: -83.2121 valid_0's l1: 28.3191
[17] valid_0's poisson: -83.3697 valid_0's l1: 28.2573
[18] valid_0's poisson: -83.5251 valid_0's l1: 28.196
[19] valid_0's poisson: -83.6785 valid_0's l1: 28.1348
[20] valid_0's poisson: -83.8299 valid_0's l1: 28.0739
[21] valid_0's poisson: -83.9793 valid_0's l1: 28.0142
[22] valid_0's poisson: -84.1341 valid_0's l1: 27.953
[23] valid_0's poisson: -84.2869 valid_0's l1: 27.892
[24] valid_0's poisson: -84.4376 valid_0's l1: 27.8312
[25] valid_0's poisson: -84.5862 valid_0's l1: 27.7706
[26] valid_0's poisson: -84.733 valid_0's l1: 27.7104
[27] valid_0's poisson: -84.8778 valid_0's l1: 27.6506
[28] valid_0's poisson: -85.0209 valid_0's l1: 27.5922
[29] valid_0's poisson: -85.1621 valid_0's l1: 27.534
[30] valid_0's poisson: -85.3016 valid_0's l1: 27.4761
[31] valid_0's poisson: -85.4392 valid_0's l1: 27.4183
[32] valid_0's poisson: -85.5751 valid_0's l1: 27.3608
[33] valid_0's poisson: -85.7092 valid_0's l1: 27.3035
[34] valid_0's poisson: -85.8417 valid_0's l1: 27.2472
[35] valid_0's poisson: -85.968 valid_0's l1: 27.1914
[36] valid_0's poisson: -86.0927 valid_0's l1: 27.1359
[37] valid_0's poisson: -86.2159 valid_0's l1: 27.0806
[38] valid_0's poisson: -86.3376 valid_0's l1: 27.0257
[39] valid_0's poisson: -86.4629 valid_0's l1: 26.9703
[40] valid_0's poisson: -86.5866 valid_0's l1: 26.9152
[41] valid_0's poisson: -86.7087 valid_0's l1: 26.8606
[42] valid_0's poisson: -86.8296 valid_0's l1: 26.8055
[43] valid_0's poisson: -86.9489 valid_0's l1: 26.7506
[44] valid_0's poisson: -87.067 valid_0's l1: 26.6961
[45] valid_0's poisson: -87.1837 valid_0's l1: 26.6419
[46] valid_0's poisson: -87.299 valid_0's l1: 26.5879
[47] valid_0's poisson: -87.4129 valid_0's l1: 26.5343
[48] valid_0's poisson: -87.5256 valid_0's l1: 26.4821
[49] valid_0's poisson: -87.6369 valid_0's l1: 26.4301
[50] valid_0's poisson: -87.747 valid_0's l1: 26.3785
[51] valid_0's poisson: -87.8558 valid_0's l1: 26.3264
[52] valid_0's poisson: -87.9633 valid_0's l1: 26.2745
[53] valid_0's poisson: -88.0696 valid_0's l1: 26.2228
[54] valid_0's poisson: -88.1737 valid_0's l1: 26.1718
[55] valid_0's poisson: -88.2766 valid_0's l1: 26.1214
[56] valid_0's poisson: -88.3779 valid_0's l1: 26.0724
[57] valid_0's poisson: -88.4786 valid_0's l1: 26.0225
[58] valid_0's poisson: -88.578 valid_0's l1: 25.9728
[59] valid_0's poisson: -88.676 valid_0's l1: 25.9245
[60] valid_0's poisson: -88.7729 valid_0's l1: 25.8765
[61] valid_0's poisson: -88.8688 valid_0's l1: 25.8286
[62] valid_0's poisson: -88.9624 valid_0's l1: 25.7806
[63] valid_0's poisson: -89.0593 valid_0's l1: 25.7314
[64] valid_0's poisson: -89.155 valid_0's l1: 25.6826
[65] valid_0's poisson: -89.2486 valid_0's l1: 25.6349
[66] valid_0's poisson: -89.3418 valid_0's l1: 25.5871
[67] valid_0's poisson: -89.4338 valid_0's l1: 25.5395
[68] valid_0's poisson: -89.5248 valid_0's l1: 25.4921
[69] valid_0's poisson: -89.6149 valid_0's l1: 25.445
[70] valid_0's poisson: -89.704 valid_0's l1: 25.3985
[71] valid_0's poisson: -89.7916 valid_0's l1: 25.3528
[72] valid_0's poisson: -89.8786 valid_0's l1: 25.3072
[73] valid_0's poisson: -89.9654 valid_0's l1: 25.2611
[74] valid_0's poisson: -90.0513 valid_0's l1: 25.2156
[75] valid_0's poisson: -90.1353 valid_0's l1: 25.1712
[76] valid_0's poisson: -90.2185 valid_0's l1: 25.127
[77] valid_0's poisson: -90.3007 valid_0's l1: 25.0833
[78] valid_0's poisson: -90.3826 valid_0's l1: 25.04
[79] valid_0's poisson: -90.4636 valid_0's l1: 24.9972
[80] valid_0's poisson: -90.5444 valid_0's l1: 24.9539
[81] valid_0's poisson: -90.6243 valid_0's l1: 24.9108
[82] valid_0's poisson: -90.7029 valid_0's l1: 24.8687
[83] valid_0's poisson: -90.7794 valid_0's l1: 24.8266
[84] valid_0's poisson: -90.8551 valid_0's l1: 24.7848
[85] valid_0's poisson: -90.93 valid_0's l1: 24.7434
[86] valid_0's poisson: -91.0057 valid_0's l1: 24.7019
[87] valid_0's poisson: -91.0807 valid_0's l1: 24.6606
[88] valid_0's poisson: -91.1549 valid_0's l1: 24.6195
[89] valid_0's poisson: -91.2284 valid_0's l1: 24.5785
[90] valid_0's poisson: -91.3011 valid_0's l1: 24.5376
[91] valid_0's poisson: -91.3732 valid_0's l1: 24.4971
[92] valid_0's poisson: -91.4445 valid_0's l1: 24.4571
[93] valid_0's poisson: -91.5151 valid_0's l1: 24.4174
[94] valid_0's poisson: -91.5849 valid_0's l1: 24.3778
[95] valid_0's poisson: -91.6541 valid_0's l1: 24.3385
[96] valid_0's poisson: -91.7227 valid_0's l1: 24.2993
[97] valid_0's poisson: -91.7905 valid_0's l1: 24.2603
[98] valid_0's poisson: -91.8576 valid_0's l1: 24.2218
[99] valid_0's poisson: -91.9241 valid_0's l1: 24.1837
[100] valid_0's poisson: -91.9899 valid_0's l1: 24.1461
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -80.5735 valid_0's l1: 29.2896
[2] valid_0's poisson: -80.7618 valid_0's l1: 29.2235
[3] valid_0's poisson: -80.9475 valid_0's l1: 29.1577
[4] valid_0's poisson: -81.1305 valid_0's l1: 29.0921
[5] valid_0's poisson: -81.311 valid_0's l1: 29.0268
[6] valid_0's poisson: -81.4891 valid_0's l1: 28.9617
[7] valid_0's poisson: -81.6646 valid_0's l1: 28.897
[8] valid_0's poisson: -81.8378 valid_0's l1: 28.8331
[9] valid_0's poisson: -82.011 valid_0's l1: 28.7693
[10] valid_0's poisson: -82.1818 valid_0's l1: 28.7057
[11] valid_0's poisson: -82.3502 valid_0's l1: 28.6424
[12] valid_0's poisson: -82.5164 valid_0's l1: 28.5793
[13] valid_0's poisson: -82.6917 valid_0's l1: 28.5143
[14] valid_0's poisson: -82.8645 valid_0's l1: 28.4496
[15] valid_0's poisson: -83.0242 valid_0's l1: 28.3877
[16] valid_0's poisson: -83.1819 valid_0's l1: 28.3261
[17] valid_0's poisson: -83.3403 valid_0's l1: 28.264
[18] valid_0's poisson: -83.4968 valid_0's l1: 28.2018
[19] valid_0's poisson: -83.6512 valid_0's l1: 28.14
[20] valid_0's poisson: -83.8034 valid_0's l1: 28.0786
[21] valid_0's poisson: -83.9536 valid_0's l1: 28.0177
[22] valid_0's poisson: -84.1018 valid_0's l1: 27.9575
[23] valid_0's poisson: -84.2481 valid_0's l1: 27.8976
[24] valid_0's poisson: -84.3998 valid_0's l1: 27.8366
[25] valid_0's poisson: -84.5494 valid_0's l1: 27.7758
[26] valid_0's poisson: -84.6971 valid_0's l1: 27.7153
[27] valid_0's poisson: -84.8428 valid_0's l1: 27.655
[28] valid_0's poisson: -84.9873 valid_0's l1: 27.5958
[29] valid_0's poisson: -85.1232 valid_0's l1: 27.5383
[30] valid_0's poisson: -85.2574 valid_0's l1: 27.481
[31] valid_0's poisson: -85.3893 valid_0's l1: 27.424
[32] valid_0's poisson: -85.5196 valid_0's l1: 27.3672
[33] valid_0's poisson: -85.6483 valid_0's l1: 27.3107
[34] valid_0's poisson: -85.7755 valid_0's l1: 27.2546
[35] valid_0's poisson: -85.9076 valid_0's l1: 27.198
[36] valid_0's poisson: -86.0382 valid_0's l1: 27.1419
[37] valid_0's poisson: -86.167 valid_0's l1: 27.0861
[38] valid_0's poisson: -86.295 valid_0's l1: 27.0303
[39] valid_0's poisson: -86.4207 valid_0's l1: 26.9749
[40] valid_0's poisson: -86.545 valid_0's l1: 26.9197
[41] valid_0's poisson: -86.6616 valid_0's l1: 26.8662
[42] valid_0's poisson: -86.7768 valid_0's l1: 26.8133
[43] valid_0's poisson: -86.8907 valid_0's l1: 26.7609
[44] valid_0's poisson: -87.0033 valid_0's l1: 26.7088
[45] valid_0's poisson: -87.1207 valid_0's l1: 26.6556
[46] valid_0's poisson: -87.2307 valid_0's l1: 26.6039
[47] valid_0's poisson: -87.3401 valid_0's l1: 26.5524
[48] valid_0's poisson: -87.4536 valid_0's l1: 26.4998
[49] valid_0's poisson: -87.5658 valid_0's l1: 26.4477
[50] valid_0's poisson: -87.6766 valid_0's l1: 26.3961
[51] valid_0's poisson: -87.7862 valid_0's l1: 26.3446
[52] valid_0's poisson: -87.8945 valid_0's l1: 26.2934
[53] valid_0's poisson: -88.0015 valid_0's l1: 26.2424
[54] valid_0's poisson: -88.1073 valid_0's l1: 26.1916
[55] valid_0's poisson: -88.2139 valid_0's l1: 26.1399
[56] valid_0's poisson: -88.32 valid_0's l1: 26.0883
[57] valid_0's poisson: -88.4196 valid_0's l1: 26.0393
[58] valid_0's poisson: -88.5227 valid_0's l1: 25.9889
[59] valid_0's poisson: -88.6244 valid_0's l1: 25.9388
[60] valid_0's poisson: -88.725 valid_0's l1: 25.8888
[61] valid_0's poisson: -88.8245 valid_0's l1: 25.8391
[62] valid_0's poisson: -88.9217 valid_0's l1: 25.7903
[63] valid_0's poisson: -89.0182 valid_0's l1: 25.7418
[64] valid_0's poisson: -89.1133 valid_0's l1: 25.6935
[65] valid_0's poisson: -89.2087 valid_0's l1: 25.6451
[66] valid_0's poisson: -89.303 valid_0's l1: 25.5969
[67] valid_0's poisson: -89.3964 valid_0's l1: 25.5489
[68] valid_0's poisson: -89.4871 valid_0's l1: 25.5022
[69] valid_0's poisson: -89.5768 valid_0's l1: 25.4559
[70] valid_0's poisson: -89.664 valid_0's l1: 25.4106
[71] valid_0's poisson: -89.7518 valid_0's l1: 25.3649
[72] valid_0's poisson: -89.837 valid_0's l1: 25.3199
[73] valid_0's poisson: -89.9212 valid_0's l1: 25.2751
[74] valid_0's poisson: -90.0046 valid_0's l1: 25.2305
[75] valid_0's poisson: -90.087 valid_0's l1: 25.1863
[76] valid_0's poisson: -90.1695 valid_0's l1: 25.1425
[77] valid_0's poisson: -90.251 valid_0's l1: 25.099
[78] valid_0's poisson: -90.3317 valid_0's l1: 25.0557
[79] valid_0's poisson: -90.4106 valid_0's l1: 25.0134
[80] valid_0's poisson: -90.4887 valid_0's l1: 24.9714
[81] valid_0's poisson: -90.566 valid_0's l1: 24.9295
[82] valid_0's poisson: -90.6435 valid_0's l1: 24.8877
[83] valid_0's poisson: -90.7192 valid_0's l1: 24.8462
[84] valid_0's poisson: -90.7951 valid_0's l1: 24.8048
[85] valid_0's poisson: -90.8694 valid_0's l1: 24.7638
[86] valid_0's poisson: -90.9428 valid_0's l1: 24.7232
[87] valid_0's poisson: -91.0157 valid_0's l1: 24.6826
[88] valid_0's poisson: -91.0878 valid_0's l1: 24.6424
[89] valid_0's poisson: -91.16 valid_0's l1: 24.6022
[90] valid_0's poisson: -91.2306 valid_0's l1: 24.5623
[91] valid_0's poisson: -91.3016 valid_0's l1: 24.5235
[92] valid_0's poisson: -91.376 valid_0's l1: 24.4826
[93] valid_0's poisson: -91.4456 valid_0's l1: 24.4434
[94] valid_0's poisson: -91.5146 valid_0's l1: 24.4051
[95] valid_0's poisson: -91.5871 valid_0's l1: 24.3656
[96] valid_0's poisson: -91.6588 valid_0's l1: 24.3264
[97] valid_0's poisson: -91.7297 valid_0's l1: 24.2876
[98] valid_0's poisson: -91.8 valid_0's l1: 24.2491
[99] valid_0's poisson: -91.8696 valid_0's l1: 24.2107
[100] valid_0's poisson: -91.9384 valid_0's l1: 24.1724
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.6043 valid_0's l1: 29.279
[2] valid_0's poisson: -80.8229 valid_0's l1: 29.2019
[3] valid_0's poisson: -81.0379 valid_0's l1: 29.1254
[4] valid_0's poisson: -81.25 valid_0's l1: 29.0489
[5] valid_0's poisson: -81.4589 valid_0's l1: 28.9727
[6] valid_0's poisson: -81.6645 valid_0's l1: 28.897
[7] valid_0's poisson: -81.8673 valid_0's l1: 28.8216
[8] valid_0's poisson: -82.0731 valid_0's l1: 28.7461
[9] valid_0's poisson: -82.2759 valid_0's l1: 28.6706
[10] valid_0's poisson: -82.4775 valid_0's l1: 28.5949
[11] valid_0's poisson: -82.6743 valid_0's l1: 28.52
[12] valid_0's poisson: -82.8681 valid_0's l1: 28.4457
[13] valid_0's poisson: -83.0592 valid_0's l1: 28.3715
[14] valid_0's poisson: -83.2493 valid_0's l1: 28.2967
[15] valid_0's poisson: -83.4348 valid_0's l1: 28.2233
[16] valid_0's poisson: -83.6178 valid_0's l1: 28.15
[17] valid_0's poisson: -83.798 valid_0's l1: 28.0774
[18] valid_0's poisson: -83.9799 valid_0's l1: 28.0039
[19] valid_0's poisson: -84.1579 valid_0's l1: 27.9315
[20] valid_0's poisson: -84.3345 valid_0's l1: 27.859
[21] valid_0's poisson: -84.5096 valid_0's l1: 27.7863
[22] valid_0's poisson: -84.6916 valid_0's l1: 27.7124
[23] valid_0's poisson: -84.8709 valid_0's l1: 27.6389
[24] valid_0's poisson: -85.0495 valid_0's l1: 27.5651
[25] valid_0's poisson: -85.2134 valid_0's l1: 27.495
[26] valid_0's poisson: -85.3778 valid_0's l1: 27.4238
[27] valid_0's poisson: -85.5388 valid_0's l1: 27.3538
[28] valid_0's poisson: -85.7065 valid_0's l1: 27.2828
[29] valid_0's poisson: -85.8727 valid_0's l1: 27.2118
[30] valid_0's poisson: -86.0279 valid_0's l1: 27.1432
[31] valid_0's poisson: -86.1896 valid_0's l1: 27.0735
[32] valid_0's poisson: -86.3494 valid_0's l1: 27.0038
[33] valid_0's poisson: -86.506 valid_0's l1: 26.935
[34] valid_0's poisson: -86.6552 valid_0's l1: 26.868
[35] valid_0's poisson: -86.8027 valid_0's l1: 26.8013
[36] valid_0's poisson: -86.9481 valid_0's l1: 26.7352
[37] valid_0's poisson: -87.0987 valid_0's l1: 26.6679
[38] valid_0's poisson: -87.2472 valid_0's l1: 26.6011
[39] valid_0's poisson: -87.3824 valid_0's l1: 26.5374
[40] valid_0's poisson: -87.5269 valid_0's l1: 26.4714
[41] valid_0's poisson: -87.6631 valid_0's l1: 26.4078
[42] valid_0's poisson: -87.8043 valid_0's l1: 26.3426
[43] valid_0's poisson: -87.9361 valid_0's l1: 26.2797
[44] valid_0's poisson: -88.0668 valid_0's l1: 26.2169
[45] valid_0's poisson: -88.1958 valid_0's l1: 26.1543
[46] valid_0's poisson: -88.3312 valid_0's l1: 26.0893
[47] valid_0's poisson: -88.4577 valid_0's l1: 26.0273
[48] valid_0's poisson: -88.59 valid_0's l1: 25.9636
[49] valid_0's poisson: -88.7127 valid_0's l1: 25.9028
[50] valid_0's poisson: -88.8415 valid_0's l1: 25.8397
[51] valid_0's poisson: -88.9611 valid_0's l1: 25.7796
[52] valid_0's poisson: -89.0873 valid_0's l1: 25.7169
[53] valid_0's poisson: -89.2069 valid_0's l1: 25.6563
[54] valid_0's poisson: -89.3252 valid_0's l1: 25.5961
[55] valid_0's poisson: -89.4407 valid_0's l1: 25.5371
[56] valid_0's poisson: -89.5621 valid_0's l1: 25.4773
[57] valid_0's poisson: -89.6819 valid_0's l1: 25.4172
[58] valid_0's poisson: -89.7953 valid_0's l1: 25.3579
[59] valid_0's poisson: -89.9273 valid_0's l1: 25.2946
[60] valid_0's poisson: -90.0369 valid_0's l1: 25.2365
[61] valid_0's poisson: -90.1517 valid_0's l1: 25.1771
[62] valid_0's poisson: -90.2681 valid_0's l1: 25.1178
[63] valid_0's poisson: -90.3843 valid_0's l1: 25.0581
[64] valid_0's poisson: -90.4992 valid_0's l1: 24.9988
[65] valid_0's poisson: -90.6304 valid_0's l1: 24.9359
[66] valid_0's poisson: -90.7598 valid_0's l1: 24.8735
[67] valid_0's poisson: -90.8875 valid_0's l1: 24.8112
[68] valid_0's poisson: -91.0014 valid_0's l1: 24.7519
[69] valid_0's poisson: -91.1077 valid_0's l1: 24.6944
[70] valid_0's poisson: -91.2195 valid_0's l1: 24.6357
[71] valid_0's poisson: -91.323 valid_0's l1: 24.5791
[72] valid_0's poisson: -91.4256 valid_0's l1: 24.5227
[73] valid_0's poisson: -91.5261 valid_0's l1: 24.4675
[74] valid_0's poisson: -91.6332 valid_0's l1: 24.411
[75] valid_0's poisson: -91.7353 valid_0's l1: 24.357
[76] valid_0's poisson: -91.8353 valid_0's l1: 24.3028
[77] valid_0's poisson: -91.9423 valid_0's l1: 24.2465
[78] valid_0's poisson: -92.0455 valid_0's l1: 24.191
[79] valid_0's poisson: -92.1503 valid_0's l1: 24.1354
[80] valid_0's poisson: -92.254 valid_0's l1: 24.0799
[81] valid_0's poisson: -92.3522 valid_0's l1: 24.0263
[82] valid_0's poisson: -92.4471 valid_0's l1: 23.9738
[83] valid_0's poisson: -92.5501 valid_0's l1: 23.9181
[84] valid_0's poisson: -92.6519 valid_0's l1: 23.8628
[85] valid_0's poisson: -92.7526 valid_0's l1: 23.8074
[86] valid_0's poisson: -92.8522 valid_0's l1: 23.7526
[87] valid_0's poisson: -92.9539 valid_0's l1: 23.6975
[88] valid_0's poisson: -93.049 valid_0's l1: 23.6444
[89] valid_0's poisson: -93.1431 valid_0's l1: 23.5915
[90] valid_0's poisson: -93.2327 valid_0's l1: 23.54
[91] valid_0's poisson: -93.3841 valid_0's l1: 23.4774
[92] valid_0's poisson: -93.4785 valid_0's l1: 23.424
[93] valid_0's poisson: -93.6289 valid_0's l1: 23.3614
[94] valid_0's poisson: -93.7768 valid_0's l1: 23.2991
[95] valid_0's poisson: -93.866 valid_0's l1: 23.2475
[96] valid_0's poisson: -93.9533 valid_0's l1: 23.196
[97] valid_0's poisson: -94.037 valid_0's l1: 23.1458
[98] valid_0's poisson: -94.1777 valid_0's l1: 23.085
[99] valid_0's poisson: -94.3127 valid_0's l1: 23.0254
[100] valid_0's poisson: -94.4473 valid_0's l1: 22.9652
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.6055 valid_0's l1: 29.279
[2] valid_0's poisson: -80.8335 valid_0's l1: 29.2011
[3] valid_0's poisson: -81.0565 valid_0's l1: 29.1236
[4] valid_0's poisson: -81.2749 valid_0's l1: 29.0469
[5] valid_0's poisson: -81.49 valid_0's l1: 28.9704
[6] valid_0's poisson: -81.7019 valid_0's l1: 28.8942
[7] valid_0's poisson: -81.9105 valid_0's l1: 28.8183
[8] valid_0's poisson: -82.1162 valid_0's l1: 28.7427
[9] valid_0's poisson: -82.3212 valid_0's l1: 28.6669
[10] valid_0's poisson: -82.5248 valid_0's l1: 28.5913
[11] valid_0's poisson: -82.7215 valid_0's l1: 28.5166
[12] valid_0's poisson: -82.9176 valid_0's l1: 28.4417
[13] valid_0's poisson: -83.1133 valid_0's l1: 28.3663
[14] valid_0's poisson: -83.3065 valid_0's l1: 28.2907
[15] valid_0's poisson: -83.497 valid_0's l1: 28.2155
[16] valid_0's poisson: -83.6832 valid_0's l1: 28.1412
[17] valid_0's poisson: -83.8663 valid_0's l1: 28.0678
[18] valid_0's poisson: -84.0469 valid_0's l1: 27.9948
[19] valid_0's poisson: -84.2335 valid_0's l1: 27.9199
[20] valid_0's poisson: -84.4168 valid_0's l1: 27.8453
[21] valid_0's poisson: -84.6058 valid_0's l1: 27.7694
[22] valid_0's poisson: -84.7921 valid_0's l1: 27.6939
[23] valid_0's poisson: -84.9599 valid_0's l1: 27.6222
[24] valid_0's poisson: -85.1303 valid_0's l1: 27.55
[25] valid_0's poisson: -85.2936 valid_0's l1: 27.479
[26] valid_0's poisson: -85.4698 valid_0's l1: 27.4054
[27] valid_0's poisson: -85.6438 valid_0's l1: 27.3326
[28] valid_0's poisson: -85.8148 valid_0's l1: 27.2601
[29] valid_0's poisson: -85.97 valid_0's l1: 27.1912
[30] valid_0's poisson: -86.1232 valid_0's l1: 27.1229
[31] valid_0's poisson: -86.2745 valid_0's l1: 27.0549
[32] valid_0's poisson: -86.4285 valid_0's l1: 26.9863
[33] valid_0's poisson: -86.5879 valid_0's l1: 26.9157
[34] valid_0's poisson: -86.7449 valid_0's l1: 26.8459
[35] valid_0's poisson: -86.9132 valid_0's l1: 26.7746
[36] valid_0's poisson: -87.0661 valid_0's l1: 26.7054
[37] valid_0's poisson: -87.2186 valid_0's l1: 26.6365
[38] valid_0's poisson: -87.3834 valid_0's l1: 26.5656
[39] valid_0's poisson: -87.5282 valid_0's l1: 26.4984
[40] valid_0's poisson: -87.6898 valid_0's l1: 26.4284
[41] valid_0's poisson: -87.8346 valid_0's l1: 26.3616
[42] valid_0's poisson: -87.9723 valid_0's l1: 26.2957
[43] valid_0's poisson: -88.1086 valid_0's l1: 26.2303
[44] valid_0's poisson: -88.264 valid_0's l1: 26.1614
[45] valid_0's poisson: -88.4182 valid_0's l1: 26.0923
[46] valid_0's poisson: -88.5691 valid_0's l1: 26.0244
[47] valid_0's poisson: -88.716 valid_0's l1: 25.9577
[48] valid_0's poisson: -88.8465 valid_0's l1: 25.8945
[49] valid_0's poisson: -88.9711 valid_0's l1: 25.8328
[50] valid_0's poisson: -89.0943 valid_0's l1: 25.7714
[51] valid_0's poisson: -89.2225 valid_0's l1: 25.7082
[52] valid_0's poisson: -89.3498 valid_0's l1: 25.6452
[53] valid_0's poisson: -89.4744 valid_0's l1: 25.5828
[54] valid_0's poisson: -89.5968 valid_0's l1: 25.521
[55] valid_0's poisson: -89.7209 valid_0's l1: 25.4585
[56] valid_0's poisson: -89.8411 valid_0's l1: 25.3967
[57] valid_0's poisson: -89.9589 valid_0's l1: 25.3358
[58] valid_0's poisson: -90.0796 valid_0's l1: 25.2739
[59] valid_0's poisson: -90.2024 valid_0's l1: 25.2116
[60] valid_0's poisson: -90.3237 valid_0's l1: 25.1497
[61] valid_0's poisson: -90.4435 valid_0's l1: 25.088
[62] valid_0's poisson: -90.5614 valid_0's l1: 25.0272
[63] valid_0's poisson: -90.6724 valid_0's l1: 24.9689
[64] valid_0's poisson: -90.782 valid_0's l1: 24.9113
[65] valid_0's poisson: -90.8903 valid_0's l1: 24.8531
[66] valid_0's poisson: -90.9973 valid_0's l1: 24.7952
[67] valid_0's poisson: -91.1037 valid_0's l1: 24.7384
[68] valid_0's poisson: -91.2088 valid_0's l1: 24.6819
[69] valid_0's poisson: -91.3127 valid_0's l1: 24.6257
[70] valid_0's poisson: -91.425 valid_0's l1: 24.5667
[71] valid_0's poisson: -91.5297 valid_0's l1: 24.5104
[72] valid_0's poisson: -91.6303 valid_0's l1: 24.4552
[73] valid_0's poisson: -91.7329 valid_0's l1: 24.3991
[74] valid_0's poisson: -91.8306 valid_0's l1: 24.3444
[75] valid_0's poisson: -91.9307 valid_0's l1: 24.289
[76] valid_0's poisson: -92.0316 valid_0's l1: 24.2328
[77] valid_0's poisson: -92.1432 valid_0's l1: 24.1738
[78] valid_0's poisson: -92.2524 valid_0's l1: 24.1157
[79] valid_0's poisson: -92.3537 valid_0's l1: 24.0597
[80] valid_0's poisson: -92.4588 valid_0's l1: 24.0025
[81] valid_0's poisson: -92.5619 valid_0's l1: 23.9463
[82] valid_0's poisson: -92.6615 valid_0's l1: 23.8912
[83] valid_0's poisson: -92.755 valid_0's l1: 23.8377
[84] valid_0's poisson: -92.8526 valid_0's l1: 23.7838
[85] valid_0's poisson: -92.9557 valid_0's l1: 23.7288
[86] valid_0's poisson: -93.0623 valid_0's l1: 23.6726
[87] valid_0's poisson: -93.1634 valid_0's l1: 23.619
[88] valid_0's poisson: -93.267 valid_0's l1: 23.5641
[89] valid_0's poisson: -93.3589 valid_0's l1: 23.5113
[90] valid_0's poisson: -93.4496 valid_0's l1: 23.459
[91] valid_0's poisson: -93.55 valid_0's l1: 23.405
[92] valid_0's poisson: -93.6476 valid_0's l1: 23.3516
[93] valid_0's poisson: -93.7369 valid_0's l1: 23.3003
[94] valid_0's poisson: -93.8242 valid_0's l1: 23.2495
[95] valid_0's poisson: -93.9626 valid_0's l1: 23.1885
[96] valid_0's poisson: -94.0392 valid_0's l1: 23.1412
[97] valid_0's poisson: -94.1227 valid_0's l1: 23.0914
[98] valid_0's poisson: -94.2083 valid_0's l1: 23.0412
[99] valid_0's poisson: -94.2936 valid_0's l1: 22.9904
[100] valid_0's poisson: -94.3782 valid_0's l1: 22.9403
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.6068 valid_0's l1: 29.2778
[2] valid_0's poisson: -80.827 valid_0's l1: 29.2003
[3] valid_0's poisson: -81.0447 valid_0's l1: 29.1226
[4] valid_0's poisson: -81.2593 valid_0's l1: 29.0452
[5] valid_0's poisson: -81.4705 valid_0's l1: 28.9681
[6] valid_0's poisson: -81.6778 valid_0's l1: 28.8918
[7] valid_0's poisson: -81.883 valid_0's l1: 28.8154
[8] valid_0's poisson: -82.0915 valid_0's l1: 28.7387
[9] valid_0's poisson: -82.2968 valid_0's l1: 28.6623
[10] valid_0's poisson: -82.4982 valid_0's l1: 28.5868
[11] valid_0's poisson: -82.6975 valid_0's l1: 28.511
[12] valid_0's poisson: -82.8938 valid_0's l1: 28.4355
[13] valid_0's poisson: -83.0855 valid_0's l1: 28.3613
[14] valid_0's poisson: -83.2753 valid_0's l1: 28.2869
[15] valid_0's poisson: -83.4623 valid_0's l1: 28.2128
[16] valid_0's poisson: -83.6467 valid_0's l1: 28.1391
[17] valid_0's poisson: -83.8285 valid_0's l1: 28.0656
[18] valid_0's poisson: -84.0059 valid_0's l1: 27.9934
[19] valid_0's poisson: -84.1824 valid_0's l1: 27.9212
[20] valid_0's poisson: -84.3592 valid_0's l1: 27.849
[21] valid_0's poisson: -84.532 valid_0's l1: 27.7782
[22] valid_0's poisson: -84.7025 valid_0's l1: 27.7077
[23] valid_0's poisson: -84.8871 valid_0's l1: 27.6335
[24] valid_0's poisson: -85.0521 valid_0's l1: 27.5637
[25] valid_0's poisson: -85.2152 valid_0's l1: 27.4949
[26] valid_0's poisson: -85.393 valid_0's l1: 27.422
[27] valid_0's poisson: -85.5682 valid_0's l1: 27.3494
[28] valid_0's poisson: -85.7352 valid_0's l1: 27.2776
[29] valid_0's poisson: -85.9057 valid_0's l1: 27.2057
[30] valid_0's poisson: -86.0739 valid_0's l1: 27.1344
[31] valid_0's poisson: -86.234 valid_0's l1: 27.0642
[32] valid_0's poisson: -86.3992 valid_0's l1: 26.9928
[33] valid_0's poisson: -86.555 valid_0's l1: 26.9234
[34] valid_0's poisson: -86.7139 valid_0's l1: 26.8533
[35] valid_0's poisson: -86.8714 valid_0's l1: 26.7833
[36] valid_0's poisson: -87.0424 valid_0's l1: 26.713
[37] valid_0's poisson: -87.211 valid_0's l1: 26.6429
[38] valid_0's poisson: -87.3538 valid_0's l1: 26.5775
[39] valid_0's poisson: -87.4949 valid_0's l1: 26.5123
[40] valid_0's poisson: -87.6342 valid_0's l1: 26.4473
[41] valid_0's poisson: -87.7717 valid_0's l1: 26.3828
[42] valid_0's poisson: -87.9157 valid_0's l1: 26.3158
[43] valid_0's poisson: -88.0578 valid_0's l1: 26.2491
[44] valid_0's poisson: -88.1981 valid_0's l1: 26.183
[45] valid_0's poisson: -88.3514 valid_0's l1: 26.1155
[46] valid_0's poisson: -88.4865 valid_0's l1: 26.0506
[47] valid_0's poisson: -88.6202 valid_0's l1: 25.9862
[48] valid_0's poisson: -88.7529 valid_0's l1: 25.9218
[49] valid_0's poisson: -88.8988 valid_0's l1: 25.8559
[50] valid_0's poisson: -89.0427 valid_0's l1: 25.7902
[51] valid_0's poisson: -89.1704 valid_0's l1: 25.7266
[52] valid_0's poisson: -89.2976 valid_0's l1: 25.663
[53] valid_0's poisson: -89.4177 valid_0's l1: 25.6024
[54] valid_0's poisson: -89.54 valid_0's l1: 25.5407
[55] valid_0's poisson: -89.6609 valid_0's l1: 25.4793
[56] valid_0's poisson: -89.7816 valid_0's l1: 25.4178
[57] valid_0's poisson: -89.9008 valid_0's l1: 25.3567
[58] valid_0's poisson: -90.0186 valid_0's l1: 25.296
[59] valid_0's poisson: -90.1351 valid_0's l1: 25.2358
[60] valid_0's poisson: -90.2524 valid_0's l1: 25.1762
[61] valid_0's poisson: -90.374 valid_0's l1: 25.1154
[62] valid_0's poisson: -90.4944 valid_0's l1: 25.0544
[63] valid_0's poisson: -90.6062 valid_0's l1: 24.9947
[64] valid_0's poisson: -90.7222 valid_0's l1: 24.9347
[65] valid_0's poisson: -90.8329 valid_0's l1: 24.8759
[66] valid_0's poisson: -90.9393 valid_0's l1: 24.8184
[67] valid_0's poisson: -91.0445 valid_0's l1: 24.7612
[68] valid_0's poisson: -91.1486 valid_0's l1: 24.7042
[69] valid_0's poisson: -91.2581 valid_0's l1: 24.646
[70] valid_0's poisson: -91.3616 valid_0's l1: 24.5896
[71] valid_0's poisson: -91.474 valid_0's l1: 24.5305
[72] valid_0's poisson: -91.585 valid_0's l1: 24.4718
[73] valid_0's poisson: -91.6904 valid_0's l1: 24.4149
[74] valid_0's poisson: -91.7989 valid_0's l1: 24.357
[75] valid_0's poisson: -91.903 valid_0's l1: 24.3001
[76] valid_0's poisson: -92.0059 valid_0's l1: 24.2434
[77] valid_0's poisson: -92.1025 valid_0's l1: 24.1894
[78] valid_0's poisson: -92.2036 valid_0's l1: 24.1332
[79] valid_0's poisson: -92.304 valid_0's l1: 24.0775
[80] valid_0's poisson: -92.4029 valid_0's l1: 24.0224
[81] valid_0's poisson: -92.5007 valid_0's l1: 23.9673
[82] valid_0's poisson: -92.5965 valid_0's l1: 23.9133
[83] valid_0's poisson: -92.6913 valid_0's l1: 23.8596
[84] valid_0's poisson: -92.796 valid_0's l1: 23.803
[85] valid_0's poisson: -92.8884 valid_0's l1: 23.7504
[86] valid_0's poisson: -92.9853 valid_0's l1: 23.6964
[87] valid_0's poisson: -93.0814 valid_0's l1: 23.6426
[88] valid_0's poisson: -93.1765 valid_0's l1: 23.589
[89] valid_0's poisson: -93.2698 valid_0's l1: 23.5362
[90] valid_0's poisson: -93.362 valid_0's l1: 23.4838
[91] valid_0's poisson: -93.4574 valid_0's l1: 23.4301
[92] valid_0's poisson: -93.5467 valid_0's l1: 23.3781
[93] valid_0's poisson: -93.6348 valid_0's l1: 23.3265
[94] valid_0's poisson: -93.722 valid_0's l1: 23.2754
[95] valid_0's poisson: -93.8171 valid_0's l1: 23.2236
[96] valid_0's poisson: -93.9111 valid_0's l1: 23.1723
[97] valid_0's poisson: -94.0558 valid_0's l1: 23.1124
[98] valid_0's poisson: -94.1977 valid_0's l1: 23.0529
[99] valid_0's poisson: -94.2834 valid_0's l1: 23.0015
[100] valid_0's poisson: -94.4268 valid_0's l1: 22.9412
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.6072 valid_0's l1: 29.2785
[2] valid_0's poisson: -80.8285 valid_0's l1: 29.2011
[3] valid_0's poisson: -81.0468 valid_0's l1: 29.1239
[4] valid_0's poisson: -81.2617 valid_0's l1: 29.047
[5] valid_0's poisson: -81.4734 valid_0's l1: 28.9703
[6] valid_0's poisson: -81.682 valid_0's l1: 28.8939
[7] valid_0's poisson: -81.8871 valid_0's l1: 28.8184
[8] valid_0's poisson: -82.0974 valid_0's l1: 28.7414
[9] valid_0's poisson: -82.3004 valid_0's l1: 28.6665
[10] valid_0's poisson: -82.5003 valid_0's l1: 28.592
[11] valid_0's poisson: -82.7012 valid_0's l1: 28.5161
[12] valid_0's poisson: -82.8953 valid_0's l1: 28.4422
[13] valid_0's poisson: -83.0907 valid_0's l1: 28.3669
[14] valid_0's poisson: -83.2807 valid_0's l1: 28.2929
[15] valid_0's poisson: -83.4703 valid_0's l1: 28.2183
[16] valid_0's poisson: -83.6578 valid_0's l1: 28.1443
[17] valid_0's poisson: -83.8427 valid_0's l1: 28.0707
[18] valid_0's poisson: -84.0242 valid_0's l1: 27.9976
[19] valid_0's poisson: -84.203 valid_0's l1: 27.9252
[20] valid_0's poisson: -84.3794 valid_0's l1: 27.8531
[21] valid_0's poisson: -84.5609 valid_0's l1: 27.7789
[22] valid_0's poisson: -84.7405 valid_0's l1: 27.7051
[23] valid_0's poisson: -84.9176 valid_0's l1: 27.6318
[24] valid_0's poisson: -85.0958 valid_0's l1: 27.5582
[25] valid_0's poisson: -85.2665 valid_0's l1: 27.4867
[26] valid_0's poisson: -85.4298 valid_0's l1: 27.4177
[27] valid_0's poisson: -85.614 valid_0's l1: 27.3448
[28] valid_0's poisson: -85.7975 valid_0's l1: 27.2715
[29] valid_0's poisson: -85.9783 valid_0's l1: 27.1986
[30] valid_0's poisson: -86.1558 valid_0's l1: 27.1263
[31] valid_0's poisson: -86.3184 valid_0's l1: 27.0552
[32] valid_0's poisson: -86.4724 valid_0's l1: 26.9864
[33] valid_0's poisson: -86.6308 valid_0's l1: 26.916
[34] valid_0's poisson: -86.7871 valid_0's l1: 26.8459
[35] valid_0's poisson: -86.936 valid_0's l1: 26.7781
[36] valid_0's poisson: -87.0738 valid_0's l1: 26.7145
[37] valid_0's poisson: -87.2098 valid_0's l1: 26.6512
[38] valid_0's poisson: -87.3711 valid_0's l1: 26.5817
[39] valid_0's poisson: -87.5201 valid_0's l1: 26.5139
[40] valid_0's poisson: -87.6778 valid_0's l1: 26.4451
[41] valid_0's poisson: -87.811 valid_0's l1: 26.3812
[42] valid_0's poisson: -87.9419 valid_0's l1: 26.3184
[43] valid_0's poisson: -88.0938 valid_0's l1: 26.251
[44] valid_0's poisson: -88.2447 valid_0's l1: 26.1832
[45] valid_0's poisson: -88.3925 valid_0's l1: 26.1163
[46] valid_0's poisson: -88.5141 valid_0's l1: 26.0561
[47] valid_0's poisson: -88.6467 valid_0's l1: 25.9924
[48] valid_0's poisson: -88.7691 valid_0's l1: 25.9314
[49] valid_0's poisson: -88.8998 valid_0's l1: 25.8675
[50] valid_0's poisson: -89.0289 valid_0's l1: 25.804
[51] valid_0's poisson: -89.1565 valid_0's l1: 25.7407
[52] valid_0's poisson: -89.294 valid_0's l1: 25.6756
[53] valid_0's poisson: -89.415 valid_0's l1: 25.6147
[54] valid_0's poisson: -89.5495 valid_0's l1: 25.5501
[55] valid_0's poisson: -89.6823 valid_0's l1: 25.4856
[56] valid_0's poisson: -89.7989 valid_0's l1: 25.4252
[57] valid_0's poisson: -89.9274 valid_0's l1: 25.3621
[58] valid_0's poisson: -90.0444 valid_0's l1: 25.302
[59] valid_0's poisson: -90.1583 valid_0's l1: 25.2437
[60] valid_0's poisson: -90.2708 valid_0's l1: 25.1857
[61] valid_0's poisson: -90.3816 valid_0's l1: 25.1282
[62] valid_0's poisson: -90.4911 valid_0's l1: 25.0709
[63] valid_0's poisson: -90.5994 valid_0's l1: 25.0139
[64] valid_0's poisson: -90.7065 valid_0's l1: 24.9575
[65] valid_0's poisson: -90.8124 valid_0's l1: 24.9012
[66] valid_0's poisson: -90.917 valid_0's l1: 24.8453
[67] valid_0's poisson: -91.032 valid_0's l1: 24.7855
[68] valid_0's poisson: -91.1372 valid_0's l1: 24.7293
[69] valid_0's poisson: -91.2413 valid_0's l1: 24.6734
[70] valid_0's poisson: -91.3418 valid_0's l1: 24.6183
[71] valid_0's poisson: -91.441 valid_0's l1: 24.5639
[72] valid_0's poisson: -91.5553 valid_0's l1: 24.5054
[73] valid_0's poisson: -91.669 valid_0's l1: 24.4465
[74] valid_0's poisson: -91.7805 valid_0's l1: 24.3885
[75] valid_0's poisson: -91.8858 valid_0's l1: 24.3313
[76] valid_0's poisson: -91.9889 valid_0's l1: 24.2748
[77] valid_0's poisson: -92.0915 valid_0's l1: 24.2185
[78] valid_0's poisson: -92.193 valid_0's l1: 24.1626
[79] valid_0's poisson: -92.2927 valid_0's l1: 24.1071
[80] valid_0's poisson: -92.3922 valid_0's l1: 24.0513
[81] valid_0's poisson: -92.4906 valid_0's l1: 23.996
[82] valid_0's poisson: -92.587 valid_0's l1: 23.9413
[83] valid_0's poisson: -92.6861 valid_0's l1: 23.8861
[84] valid_0's poisson: -92.7823 valid_0's l1: 23.8321
[85] valid_0's poisson: -92.9256 valid_0's l1: 23.7714
[86] valid_0's poisson: -93.0223 valid_0's l1: 23.7165
[87] valid_0's poisson: -93.1135 valid_0's l1: 23.6635
[88] valid_0's poisson: -93.2054 valid_0's l1: 23.61
[89] valid_0's poisson: -93.2958 valid_0's l1: 23.5574
[90] valid_0's poisson: -93.3841 valid_0's l1: 23.5052
[91] valid_0's poisson: -93.4712 valid_0's l1: 23.4535
[92] valid_0's poisson: -93.567 valid_0's l1: 23.4001
[93] valid_0's poisson: -93.6576 valid_0's l1: 23.3479
[94] valid_0's poisson: -93.7465 valid_0's l1: 23.296
[95] valid_0's poisson: -93.8395 valid_0's l1: 23.2432
[96] valid_0's poisson: -93.9854 valid_0's l1: 23.1809
[97] valid_0's poisson: -94.1288 valid_0's l1: 23.1191
[98] valid_0's poisson: -94.2129 valid_0's l1: 23.0695
[99] valid_0's poisson: -94.2996 valid_0's l1: 23.0183
[100] valid_0's poisson: -94.3819 valid_0's l1: 22.9689
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -80.607 valid_0's l1: 29.2775
[2] valid_0's poisson: -80.8279 valid_0's l1: 29.1996
[3] valid_0's poisson: -81.0455 valid_0's l1: 29.122
[4] valid_0's poisson: -81.2598 valid_0's l1: 29.0447
[5] valid_0's poisson: -81.471 valid_0's l1: 28.9677
[6] valid_0's poisson: -81.679 valid_0's l1: 28.891
[7] valid_0's poisson: -81.884 valid_0's l1: 28.8147
[8] valid_0's poisson: -82.0949 valid_0's l1: 28.7375
[9] valid_0's poisson: -82.3026 valid_0's l1: 28.6608
[10] valid_0's poisson: -82.5072 valid_0's l1: 28.5842
[11] valid_0's poisson: -82.7088 valid_0's l1: 28.5078
[12] valid_0's poisson: -82.9074 valid_0's l1: 28.4317
[13] valid_0's poisson: -83.1029 valid_0's l1: 28.3563
[14] valid_0's poisson: -83.2957 valid_0's l1: 28.2809
[15] valid_0's poisson: -83.4865 valid_0's l1: 28.2057
[16] valid_0's poisson: -83.6746 valid_0's l1: 28.131
[17] valid_0's poisson: -83.8634 valid_0's l1: 28.0563
[18] valid_0's poisson: -84.0496 valid_0's l1: 27.982
[19] valid_0's poisson: -84.2332 valid_0's l1: 27.9081
[20] valid_0's poisson: -84.3991 valid_0's l1: 27.8391
[21] valid_0's poisson: -84.5799 valid_0's l1: 27.7652
[22] valid_0's poisson: -84.7583 valid_0's l1: 27.6918
[23] valid_0's poisson: -84.932 valid_0's l1: 27.6198
[24] valid_0's poisson: -85.1077 valid_0's l1: 27.5474
[25] valid_0's poisson: -85.2825 valid_0's l1: 27.4753
[26] valid_0's poisson: -85.4549 valid_0's l1: 27.4034
[27] valid_0's poisson: -85.6134 valid_0's l1: 27.3343
[28] valid_0's poisson: -85.7806 valid_0's l1: 27.2631
[29] valid_0's poisson: -85.9439 valid_0's l1: 27.1928
[30] valid_0's poisson: -86.1126 valid_0's l1: 27.121
[31] valid_0's poisson: -86.2782 valid_0's l1: 27.0498
[32] valid_0's poisson: -86.4324 valid_0's l1: 26.9813
[33] valid_0's poisson: -86.5845 valid_0's l1: 26.9133
[34] valid_0's poisson: -86.7357 valid_0's l1: 26.8454
[35] valid_0's poisson: -86.8897 valid_0's l1: 26.7767
[36] valid_0's poisson: -87.0382 valid_0's l1: 26.7101
[37] valid_0's poisson: -87.1854 valid_0's l1: 26.6429
[38] valid_0's poisson: -87.3341 valid_0's l1: 26.5753
[39] valid_0's poisson: -87.4697 valid_0's l1: 26.5108
[40] valid_0's poisson: -87.6109 valid_0's l1: 26.4457
[41] valid_0's poisson: -87.7502 valid_0's l1: 26.381
[42] valid_0's poisson: -87.8906 valid_0's l1: 26.3156
[43] valid_0's poisson: -88.0304 valid_0's l1: 26.2499
[44] valid_0's poisson: -88.1687 valid_0's l1: 26.1845
[45] valid_0's poisson: -88.3051 valid_0's l1: 26.1195
[46] valid_0's poisson: -88.4398 valid_0's l1: 26.0548
[47] valid_0's poisson: -88.5721 valid_0's l1: 25.9909
[48] valid_0's poisson: -88.6968 valid_0's l1: 25.9299
[49] valid_0's poisson: -88.8246 valid_0's l1: 25.8679
[50] valid_0's poisson: -88.9459 valid_0's l1: 25.8075
[51] valid_0's poisson: -89.071 valid_0's l1: 25.7457
[52] valid_0's poisson: -89.1897 valid_0's l1: 25.6857
[53] valid_0's poisson: -89.3118 valid_0's l1: 25.6248
[54] valid_0's poisson: -89.4276 valid_0's l1: 25.5658
[55] valid_0's poisson: -89.5483 valid_0's l1: 25.505
[56] valid_0's poisson: -89.663 valid_0's l1: 25.4462
[57] valid_0's poisson: -89.7796 valid_0's l1: 25.3866
[58] valid_0's poisson: -89.8922 valid_0's l1: 25.3279
[59] valid_0's poisson: -90.0064 valid_0's l1: 25.269
[60] valid_0's poisson: -90.12 valid_0's l1: 25.2105
[61] valid_0's poisson: -90.2323 valid_0's l1: 25.1523
[62] valid_0's poisson: -90.3456 valid_0's l1: 25.0942
[63] valid_0's poisson: -90.4548 valid_0's l1: 25.0376
[64] valid_0's poisson: -90.5657 valid_0's l1: 24.9795
[65] valid_0's poisson: -90.6754 valid_0's l1: 24.9219
[66] valid_0's poisson: -90.7838 valid_0's l1: 24.8648
[67] valid_0's poisson: -90.8919 valid_0's l1: 24.8082
[68] valid_0's poisson: -90.9956 valid_0's l1: 24.7522
[69] valid_0's poisson: -91.0993 valid_0's l1: 24.6966
[70] valid_0's poisson: -91.2016 valid_0's l1: 24.6413
[71] valid_0's poisson: -91.2996 valid_0's l1: 24.5876
[72] valid_0's poisson: -91.4069 valid_0's l1: 24.531
[73] valid_0's poisson: -91.513 valid_0's l1: 24.4745
[74] valid_0's poisson: -91.622 valid_0's l1: 24.4175
[75] valid_0's poisson: -91.7295 valid_0's l1: 24.3607
[76] valid_0's poisson: -91.8342 valid_0's l1: 24.3053
[77] valid_0's poisson: -91.9376 valid_0's l1: 24.2501
[78] valid_0's poisson: -92.0399 valid_0's l1: 24.1956
[79] valid_0's poisson: -92.1426 valid_0's l1: 24.1408
[80] valid_0's poisson: -92.239 valid_0's l1: 24.0884
[81] valid_0's poisson: -92.3396 valid_0's l1: 24.0339
[82] valid_0's poisson: -92.4293 valid_0's l1: 23.9817
[83] valid_0's poisson: -92.5265 valid_0's l1: 23.9287
[84] valid_0's poisson: -92.6194 valid_0's l1: 23.8773
[85] valid_0's poisson: -92.7115 valid_0's l1: 23.8259
[86] valid_0's poisson: -92.8193 valid_0's l1: 23.7705
[87] valid_0's poisson: -92.9087 valid_0's l1: 23.7196
[88] valid_0's poisson: -93.0109 valid_0's l1: 23.6651
[89] valid_0's poisson: -93.0904 valid_0's l1: 23.6178
[90] valid_0's poisson: -93.1877 valid_0's l1: 23.5657
[91] valid_0's poisson: -93.2834 valid_0's l1: 23.5132
[92] valid_0's poisson: -93.3779 valid_0's l1: 23.4609
[93] valid_0's poisson: -93.4622 valid_0's l1: 23.4108
[94] valid_0's poisson: -93.5625 valid_0's l1: 23.3562
[95] valid_0's poisson: -93.6451 valid_0's l1: 23.3064
[96] valid_0's poisson: -93.7269 valid_0's l1: 23.2571
[97] valid_0's poisson: -93.8022 valid_0's l1: 23.2112
[98] valid_0's poisson: -93.8768 valid_0's l1: 23.1656
[99] valid_0's poisson: -94.0114 valid_0's l1: 23.1063
[100] valid_0's poisson: -94.1437 valid_0's l1: 23.0474
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.6269 valid_0's l1: 24.9015
[2] valid_0's poisson: -96.3346 valid_0's l1: 21.6102
[3] valid_0's poisson: -101.546 valid_0's l1: 18.5725
[4] valid_0's poisson: -103.743 valid_0's l1: 16.6826
[5] valid_0's poisson: -105.21 valid_0's l1: 15.3795
[6] valid_0's poisson: -106.287 valid_0's l1: 14.2361
[7] valid_0's poisson: -106.702 valid_0's l1: 13.6915
[8] valid_0's poisson: -107.132 valid_0's l1: 13.2257
[9] valid_0's poisson: -107.537 valid_0's l1: 12.7341
[10] valid_0's poisson: -107.71 valid_0's l1: 12.504
[11] valid_0's poisson: -107.939 valid_0's l1: 12.2192
[12] valid_0's poisson: -108.224 valid_0's l1: 11.8223
[13] valid_0's poisson: -108.281 valid_0's l1: 11.6813
[14] valid_0's poisson: -108.343 valid_0's l1: 11.5864
[15] valid_0's poisson: -108.426 valid_0's l1: 11.4383
[16] valid_0's poisson: -108.461 valid_0's l1: 11.295
[17] valid_0's poisson: -108.417 valid_0's l1: 11.2628
[18] valid_0's poisson: -108.347 valid_0's l1: 11.2268
[19] valid_0's poisson: -108.38 valid_0's l1: 11.1673
[20] valid_0's poisson: -108.31 valid_0's l1: 11.1539
[21] valid_0's poisson: -108.324 valid_0's l1: 11.1454
[22] valid_0's poisson: -108.284 valid_0's l1: 11.1085
[23] valid_0's poisson: -108.291 valid_0's l1: 11.1016
[24] valid_0's poisson: -108.292 valid_0's l1: 11.0898
[25] valid_0's poisson: -108.284 valid_0's l1: 11.0661
[26] valid_0's poisson: -108.302 valid_0's l1: 11.0305
[27] valid_0's poisson: -108.26 valid_0's l1: 10.9875
[28] valid_0's poisson: -108.262 valid_0's l1: 10.9864
[29] valid_0's poisson: -108.305 valid_0's l1: 10.933
[30] valid_0's poisson: -108.281 valid_0's l1: 10.9035
[31] valid_0's poisson: -108.334 valid_0's l1: 10.8906
[32] valid_0's poisson: -108.27 valid_0's l1: 10.8747
[33] valid_0's poisson: -108.263 valid_0's l1: 10.8733
[34] valid_0's poisson: -108.252 valid_0's l1: 10.8694
[35] valid_0's poisson: -108.234 valid_0's l1: 10.7947
[36] valid_0's poisson: -108.262 valid_0's l1: 10.7696
[37] valid_0's poisson: -108.283 valid_0's l1: 10.7669
[38] valid_0's poisson: -108.289 valid_0's l1: 10.753
[39] valid_0's poisson: -108.293 valid_0's l1: 10.7527
[40] valid_0's poisson: -108.336 valid_0's l1: 10.7215
[41] valid_0's poisson: -108.356 valid_0's l1: 10.6843
[42] valid_0's poisson: -108.305 valid_0's l1: 10.6548
[43] valid_0's poisson: -108.296 valid_0's l1: 10.653
[44] valid_0's poisson: -108.33 valid_0's l1: 10.595
[45] valid_0's poisson: -108.306 valid_0's l1: 10.5614
[46] valid_0's poisson: -108.31 valid_0's l1: 10.5601
[47] valid_0's poisson: -108.301 valid_0's l1: 10.5587
[48] valid_0's poisson: -108.349 valid_0's l1: 10.5347
[49] valid_0's poisson: -108.382 valid_0's l1: 10.5212
[50] valid_0's poisson: -108.359 valid_0's l1: 10.5033
[51] valid_0's poisson: -108.425 valid_0's l1: 10.4961
[52] valid_0's poisson: -108.442 valid_0's l1: 10.451
[53] valid_0's poisson: -108.427 valid_0's l1: 10.4405
[54] valid_0's poisson: -108.434 valid_0's l1: 10.4403
[55] valid_0's poisson: -108.433 valid_0's l1: 10.4401
[56] valid_0's poisson: -108.442 valid_0's l1: 10.4341
[57] valid_0's poisson: -108.44 valid_0's l1: 10.4343
[58] valid_0's poisson: -108.45 valid_0's l1: 10.4329
[59] valid_0's poisson: -108.474 valid_0's l1: 10.434
[60] valid_0's poisson: -108.512 valid_0's l1: 10.4122
[61] valid_0's poisson: -108.529 valid_0's l1: 10.366
[62] valid_0's poisson: -108.508 valid_0's l1: 10.3632
[63] valid_0's poisson: -108.511 valid_0's l1: 10.3634
[64] valid_0's poisson: -108.494 valid_0's l1: 10.3591
[65] valid_0's poisson: -108.523 valid_0's l1: 10.3319
[66] valid_0's poisson: -108.494 valid_0's l1: 10.3158
[67] valid_0's poisson: -108.501 valid_0's l1: 10.3066
[68] valid_0's poisson: -108.475 valid_0's l1: 10.2735
[69] valid_0's poisson: -108.481 valid_0's l1: 10.2751
[70] valid_0's poisson: -108.483 valid_0's l1: 10.2684
[71] valid_0's poisson: -108.487 valid_0's l1: 10.2434
[72] valid_0's poisson: -108.484 valid_0's l1: 10.2385
[73] valid_0's poisson: -108.485 valid_0's l1: 10.2371
[74] valid_0's poisson: -108.492 valid_0's l1: 10.2364
[75] valid_0's poisson: -108.468 valid_0's l1: 10.2351
[76] valid_0's poisson: -108.458 valid_0's l1: 10.2373
[77] valid_0's poisson: -108.462 valid_0's l1: 10.2359
[78] valid_0's poisson: -108.46 valid_0's l1: 10.2359
[79] valid_0's poisson: -108.462 valid_0's l1: 10.236
[80] valid_0's poisson: -108.455 valid_0's l1: 10.2365
[81] valid_0's poisson: -108.453 valid_0's l1: 10.2333
[82] valid_0's poisson: -108.458 valid_0's l1: 10.2349
[83] valid_0's poisson: -108.469 valid_0's l1: 10.2302
[84] valid_0's poisson: -108.48 valid_0's l1: 10.2267
[85] valid_0's poisson: -108.48 valid_0's l1: 10.2277
[86] valid_0's poisson: -108.486 valid_0's l1: 10.2077
[87] valid_0's poisson: -108.456 valid_0's l1: 10.2075
[88] valid_0's poisson: -108.354 valid_0's l1: 10.2084
[89] valid_0's poisson: -108.374 valid_0's l1: 10.2041
[90] valid_0's poisson: -108.266 valid_0's l1: 10.1732
[91] valid_0's poisson: -108.261 valid_0's l1: 10.1741
[92] valid_0's poisson: -108.346 valid_0's l1: 10.173
[93] valid_0's poisson: -108.346 valid_0's l1: 10.1716
[94] valid_0's poisson: -108.357 valid_0's l1: 10.1678
[95] valid_0's poisson: -108.379 valid_0's l1: 10.1583
[96] valid_0's poisson: -108.391 valid_0's l1: 10.1524
[97] valid_0's poisson: -108.385 valid_0's l1: 10.1507
[98] valid_0's poisson: -108.369 valid_0's l1: 10.1491
[99] valid_0's poisson: -108.37 valid_0's l1: 10.1479
[100] valid_0's poisson: -108.369 valid_0's l1: 10.1474
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.5745 valid_0's l1: 24.9017
[2] valid_0's poisson: -96.3048 valid_0's l1: 21.5956
[3] valid_0's poisson: -101.417 valid_0's l1: 18.5756
[4] valid_0's poisson: -103.995 valid_0's l1: 16.6126
[5] valid_0's poisson: -105.354 valid_0's l1: 15.2281
[6] valid_0's poisson: -106.37 valid_0's l1: 14.0644
[7] valid_0's poisson: -106.866 valid_0's l1: 13.5236
[8] valid_0's poisson: -107.341 valid_0's l1: 12.9295
[9] valid_0's poisson: -107.553 valid_0's l1: 12.6552
[10] valid_0's poisson: -107.758 valid_0's l1: 12.3859
[11] valid_0's poisson: -107.916 valid_0's l1: 12.1679
[12] valid_0's poisson: -108.074 valid_0's l1: 11.8526
[13] valid_0's poisson: -108.122 valid_0's l1: 11.7795
[14] valid_0's poisson: -108.152 valid_0's l1: 11.7523
[15] valid_0's poisson: -108.071 valid_0's l1: 11.6751
[16] valid_0's poisson: -108.115 valid_0's l1: 11.5293
[17] valid_0's poisson: -108.122 valid_0's l1: 11.4912
[18] valid_0's poisson: -108.08 valid_0's l1: 11.4635
[19] valid_0's poisson: -108.09 valid_0's l1: 11.4241
[20] valid_0's poisson: -108.083 valid_0's l1: 11.4017
[21] valid_0's poisson: -108.066 valid_0's l1: 11.3863
[22] valid_0's poisson: -108.053 valid_0's l1: 11.3579
[23] valid_0's poisson: -108.06 valid_0's l1: 11.3524
[24] valid_0's poisson: -108.107 valid_0's l1: 11.3388
[25] valid_0's poisson: -108.129 valid_0's l1: 11.3217
[26] valid_0's poisson: -108.138 valid_0's l1: 11.2962
[27] valid_0's poisson: -108.085 valid_0's l1: 11.2848
[28] valid_0's poisson: -108.036 valid_0's l1: 11.2618
[29] valid_0's poisson: -108.017 valid_0's l1: 11.2525
[30] valid_0's poisson: -108.057 valid_0's l1: 11.2458
[31] valid_0's poisson: -108.066 valid_0's l1: 11.223
[32] valid_0's poisson: -108.093 valid_0's l1: 11.2142
[33] valid_0's poisson: -108.103 valid_0's l1: 11.1639
[34] valid_0's poisson: -108.056 valid_0's l1: 11.1577
[35] valid_0's poisson: -108.128 valid_0's l1: 11.0318
[36] valid_0's poisson: -108.123 valid_0's l1: 10.9491
[37] valid_0's poisson: -108.133 valid_0's l1: 10.9383
[38] valid_0's poisson: -108.236 valid_0's l1: 10.903
[39] valid_0's poisson: -108.269 valid_0's l1: 10.8734
[40] valid_0's poisson: -108.274 valid_0's l1: 10.8487
[41] valid_0's poisson: -108.291 valid_0's l1: 10.8311
[42] valid_0's poisson: -108.309 valid_0's l1: 10.8094
[43] valid_0's poisson: -108.31 valid_0's l1: 10.8015
[44] valid_0's poisson: -108.324 valid_0's l1: 10.7996
[45] valid_0's poisson: -108.327 valid_0's l1: 10.8006
[46] valid_0's poisson: -108.298 valid_0's l1: 10.8001
[47] valid_0's poisson: -108.293 valid_0's l1: 10.8034
[48] valid_0's poisson: -108.296 valid_0's l1: 10.7907
[49] valid_0's poisson: -108.295 valid_0's l1: 10.7601
[50] valid_0's poisson: -108.324 valid_0's l1: 10.7435
[51] valid_0's poisson: -108.324 valid_0's l1: 10.7373
[52] valid_0's poisson: -108.313 valid_0's l1: 10.7229
[53] valid_0's poisson: -108.301 valid_0's l1: 10.7211
[54] valid_0's poisson: -108.297 valid_0's l1: 10.7136
[55] valid_0's poisson: -108.317 valid_0's l1: 10.7016
[56] valid_0's poisson: -108.319 valid_0's l1: 10.6953
[57] valid_0's poisson: -108.301 valid_0's l1: 10.6913
[58] valid_0's poisson: -108.313 valid_0's l1: 10.6623
[59] valid_0's poisson: -108.192 valid_0's l1: 10.6628
[60] valid_0's poisson: -108.209 valid_0's l1: 10.657
[61] valid_0's poisson: -108.22 valid_0's l1: 10.6562
[62] valid_0's poisson: -108.132 valid_0's l1: 10.6565
[63] valid_0's poisson: -108.239 valid_0's l1: 10.6266
[64] valid_0's poisson: -108.104 valid_0's l1: 10.6124
[65] valid_0's poisson: -108.101 valid_0's l1: 10.5887
[66] valid_0's poisson: -108.116 valid_0's l1: 10.5841
[67] valid_0's poisson: -108.116 valid_0's l1: 10.5843
[68] valid_0's poisson: -108.098 valid_0's l1: 10.5831
[69] valid_0's poisson: -108.163 valid_0's l1: 10.5824
[70] valid_0's poisson: -108.104 valid_0's l1: 10.5371
[71] valid_0's poisson: -108.104 valid_0's l1: 10.5378
[72] valid_0's poisson: -108.105 valid_0's l1: 10.5341
[73] valid_0's poisson: -108.104 valid_0's l1: 10.5338
[74] valid_0's poisson: -108.181 valid_0's l1: 10.5312
[75] valid_0's poisson: -108.114 valid_0's l1: 10.5149
[76] valid_0's poisson: -108.113 valid_0's l1: 10.5104
[77] valid_0's poisson: -108.118 valid_0's l1: 10.5092
[78] valid_0's poisson: -108.112 valid_0's l1: 10.5085
[79] valid_0's poisson: -108.111 valid_0's l1: 10.5082
[80] valid_0's poisson: -108.108 valid_0's l1: 10.5075
[81] valid_0's poisson: -108.103 valid_0's l1: 10.4957
[82] valid_0's poisson: -108.117 valid_0's l1: 10.4868
[83] valid_0's poisson: -108.106 valid_0's l1: 10.4857
[84] valid_0's poisson: -108.102 valid_0's l1: 10.4853
[85] valid_0's poisson: -108.114 valid_0's l1: 10.4853
[86] valid_0's poisson: -108.115 valid_0's l1: 10.4855
[87] valid_0's poisson: -108.129 valid_0's l1: 10.4795
[88] valid_0's poisson: -108.126 valid_0's l1: 10.4715
[89] valid_0's poisson: -108.127 valid_0's l1: 10.4653
[90] valid_0's poisson: -108.087 valid_0's l1: 10.4603
[91] valid_0's poisson: -108.117 valid_0's l1: 10.4599
[92] valid_0's poisson: -108.122 valid_0's l1: 10.4458
[93] valid_0's poisson: -108.122 valid_0's l1: 10.4446
[94] valid_0's poisson: -108.121 valid_0's l1: 10.4442
[95] valid_0's poisson: -108.111 valid_0's l1: 10.4361
[96] valid_0's poisson: -108.117 valid_0's l1: 10.4325
[97] valid_0's poisson: -108.107 valid_0's l1: 10.4267
[98] valid_0's poisson: -108.091 valid_0's l1: 10.4259
[99] valid_0's poisson: -108.106 valid_0's l1: 10.4213
[100] valid_0's poisson: -108.107 valid_0's l1: 10.4223
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.7196 valid_0's l1: 24.8576
[2] valid_0's poisson: -96.2763 valid_0's l1: 21.6433
[3] valid_0's poisson: -101.382 valid_0's l1: 18.6675
[4] valid_0's poisson: -103.939 valid_0's l1: 16.6531
[5] valid_0's poisson: -105.582 valid_0's l1: 15.1111
[6] valid_0's poisson: -106.343 valid_0's l1: 14.2713
[7] valid_0's poisson: -107.012 valid_0's l1: 13.4961
[8] valid_0's poisson: -107.479 valid_0's l1: 12.9056
[9] valid_0's poisson: -107.738 valid_0's l1: 12.5099
[10] valid_0's poisson: -107.904 valid_0's l1: 12.3041
[11] valid_0's poisson: -108.054 valid_0's l1: 12.0774
[12] valid_0's poisson: -108.278 valid_0's l1: 11.7342
[13] valid_0's poisson: -108.381 valid_0's l1: 11.5811
[14] valid_0's poisson: -108.427 valid_0's l1: 11.4889
[15] valid_0's poisson: -108.483 valid_0's l1: 11.4019
[16] valid_0's poisson: -108.509 valid_0's l1: 11.3302
[17] valid_0's poisson: -108.52 valid_0's l1: 11.2911
[18] valid_0's poisson: -108.456 valid_0's l1: 11.2575
[19] valid_0's poisson: -108.367 valid_0's l1: 11.2247
[20] valid_0's poisson: -108.352 valid_0's l1: 11.1773
[21] valid_0's poisson: -108.315 valid_0's l1: 11.1551
[22] valid_0's poisson: -108.321 valid_0's l1: 11.12
[23] valid_0's poisson: -108.304 valid_0's l1: 11.115
[24] valid_0's poisson: -108.312 valid_0's l1: 11.1048
[25] valid_0's poisson: -108.328 valid_0's l1: 11.0782
[26] valid_0's poisson: -108.361 valid_0's l1: 10.9867
[27] valid_0's poisson: -108.358 valid_0's l1: 10.9739
[28] valid_0's poisson: -108.405 valid_0's l1: 10.9664
[29] valid_0's poisson: -108.395 valid_0's l1: 10.9589
[30] valid_0's poisson: -108.413 valid_0's l1: 10.9099
[31] valid_0's poisson: -108.418 valid_0's l1: 10.8867
[32] valid_0's poisson: -108.394 valid_0's l1: 10.8829
[33] valid_0's poisson: -108.393 valid_0's l1: 10.8804
[34] valid_0's poisson: -108.394 valid_0's l1: 10.8772
[35] valid_0's poisson: -108.379 valid_0's l1: 10.8561
[36] valid_0's poisson: -108.39 valid_0's l1: 10.8533
[37] valid_0's poisson: -108.376 valid_0's l1: 10.8452
[38] valid_0's poisson: -108.378 valid_0's l1: 10.8242
[39] valid_0's poisson: -108.402 valid_0's l1: 10.8096
[40] valid_0's poisson: -108.391 valid_0's l1: 10.8105
[41] valid_0's poisson: -108.425 valid_0's l1: 10.8059
[42] valid_0's poisson: -108.427 valid_0's l1: 10.7998
[43] valid_0's poisson: -108.44 valid_0's l1: 10.7427
[44] valid_0's poisson: -108.456 valid_0's l1: 10.7342
[45] valid_0's poisson: -108.471 valid_0's l1: 10.6619
[46] valid_0's poisson: -108.478 valid_0's l1: 10.6489
[47] valid_0's poisson: -108.473 valid_0's l1: 10.6441
[48] valid_0's poisson: -108.467 valid_0's l1: 10.6038
[49] valid_0's poisson: -108.467 valid_0's l1: 10.6037
[50] valid_0's poisson: -108.466 valid_0's l1: 10.603
[51] valid_0's poisson: -108.455 valid_0's l1: 10.5918
[52] valid_0's poisson: -108.468 valid_0's l1: 10.5877
[53] valid_0's poisson: -108.469 valid_0's l1: 10.5879
[54] valid_0's poisson: -108.467 valid_0's l1: 10.5889
[55] valid_0's poisson: -108.456 valid_0's l1: 10.5792
[56] valid_0's poisson: -108.435 valid_0's l1: 10.574
[57] valid_0's poisson: -108.44 valid_0's l1: 10.574
[58] valid_0's poisson: -108.445 valid_0's l1: 10.5709
[59] valid_0's poisson: -108.444 valid_0's l1: 10.5642
[60] valid_0's poisson: -108.44 valid_0's l1: 10.5635
[61] valid_0's poisson: -108.437 valid_0's l1: 10.562
[62] valid_0's poisson: -108.433 valid_0's l1: 10.5619
[63] valid_0's poisson: -108.429 valid_0's l1: 10.5596
[64] valid_0's poisson: -108.428 valid_0's l1: 10.552
[65] valid_0's poisson: -108.439 valid_0's l1: 10.5162
[66] valid_0's poisson: -108.439 valid_0's l1: 10.5133
[67] valid_0's poisson: -108.44 valid_0's l1: 10.5112
[68] valid_0's poisson: -108.438 valid_0's l1: 10.4959
[69] valid_0's poisson: -108.444 valid_0's l1: 10.4972
[70] valid_0's poisson: -108.443 valid_0's l1: 10.4974
[71] valid_0's poisson: -108.44 valid_0's l1: 10.496
[72] valid_0's poisson: -108.416 valid_0's l1: 10.4912
[73] valid_0's poisson: -108.387 valid_0's l1: 10.4764
[74] valid_0's poisson: -108.446 valid_0's l1: 10.4758
[75] valid_0's poisson: -108.45 valid_0's l1: 10.4697
[76] valid_0's poisson: -108.439 valid_0's l1: 10.4699
[77] valid_0's poisson: -108.445 valid_0's l1: 10.4577
[78] valid_0's poisson: -108.444 valid_0's l1: 10.4565
[79] valid_0's poisson: -108.436 valid_0's l1: 10.46
[80] valid_0's poisson: -108.429 valid_0's l1: 10.4531
[81] valid_0's poisson: -108.432 valid_0's l1: 10.4439
[82] valid_0's poisson: -108.421 valid_0's l1: 10.4454
[83] valid_0's poisson: -108.427 valid_0's l1: 10.4423
[84] valid_0's poisson: -108.427 valid_0's l1: 10.4428
[85] valid_0's poisson: -108.442 valid_0's l1: 10.4422
[86] valid_0's poisson: -108.416 valid_0's l1: 10.4402
[87] valid_0's poisson: -108.405 valid_0's l1: 10.4315
[88] valid_0's poisson: -108.403 valid_0's l1: 10.4298
[89] valid_0's poisson: -108.401 valid_0's l1: 10.4214
[90] valid_0's poisson: -108.397 valid_0's l1: 10.422
[91] valid_0's poisson: -108.354 valid_0's l1: 10.4029
[92] valid_0's poisson: -108.35 valid_0's l1: 10.4052
[93] valid_0's poisson: -108.406 valid_0's l1: 10.4057
[94] valid_0's poisson: -108.408 valid_0's l1: 10.402
[95] valid_0's poisson: -108.401 valid_0's l1: 10.3979
[96] valid_0's poisson: -108.398 valid_0's l1: 10.3966
[97] valid_0's poisson: -108.397 valid_0's l1: 10.3972
[98] valid_0's poisson: -108.367 valid_0's l1: 10.3853
[99] valid_0's poisson: -108.366 valid_0's l1: 10.3849
[100] valid_0's poisson: -108.365 valid_0's l1: 10.3851
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.6908 valid_0's l1: 24.8766
[2] valid_0's poisson: -96.2026 valid_0's l1: 21.6771
[3] valid_0's poisson: -101.352 valid_0's l1: 18.6448
[4] valid_0's poisson: -104.017 valid_0's l1: 16.5487
[5] valid_0's poisson: -105.515 valid_0's l1: 15.1444
[6] valid_0's poisson: -106.151 valid_0's l1: 14.39
[7] valid_0's poisson: -106.843 valid_0's l1: 13.5949
[8] valid_0's poisson: -107.328 valid_0's l1: 12.9817
[9] valid_0's poisson: -107.623 valid_0's l1: 12.5917
[10] valid_0's poisson: -107.804 valid_0's l1: 12.3313
[11] valid_0's poisson: -107.926 valid_0's l1: 12.1614
[12] valid_0's poisson: -108.131 valid_0's l1: 11.8887
[13] valid_0's poisson: -108.125 valid_0's l1: 11.8022
[14] valid_0's poisson: -108.239 valid_0's l1: 11.657
[15] valid_0's poisson: -108.249 valid_0's l1: 11.6035
[16] valid_0's poisson: -108.25 valid_0's l1: 11.4739
[17] valid_0's poisson: -108.25 valid_0's l1: 11.411
[18] valid_0's poisson: -108.216 valid_0's l1: 11.3538
[19] valid_0's poisson: -108.256 valid_0's l1: 11.2307
[20] valid_0's poisson: -108.257 valid_0's l1: 11.2213
[21] valid_0's poisson: -108.211 valid_0's l1: 11.214
[22] valid_0's poisson: -108.206 valid_0's l1: 11.1748
[23] valid_0's poisson: -108.203 valid_0's l1: 11.1446
[24] valid_0's poisson: -108.189 valid_0's l1: 11.1345
[25] valid_0's poisson: -108.228 valid_0's l1: 11.1207
[26] valid_0's poisson: -108.244 valid_0's l1: 11.1093
[27] valid_0's poisson: -108.228 valid_0's l1: 11.1062
[28] valid_0's poisson: -108.196 valid_0's l1: 11.0956
[29] valid_0's poisson: -108.195 valid_0's l1: 11.0858
[30] valid_0's poisson: -108.181 valid_0's l1: 11.0649
[31] valid_0's poisson: -108.172 valid_0's l1: 11.0551
[32] valid_0's poisson: -108.149 valid_0's l1: 10.985
[33] valid_0's poisson: -108.19 valid_0's l1: 10.9725
[34] valid_0's poisson: -108.196 valid_0's l1: 10.9547
[35] valid_0's poisson: -108.202 valid_0's l1: 10.9448
[36] valid_0's poisson: -108.24 valid_0's l1: 10.9385
[37] valid_0's poisson: -108.239 valid_0's l1: 10.9345
[38] valid_0's poisson: -108.264 valid_0's l1: 10.9137
[39] valid_0's poisson: -108.236 valid_0's l1: 10.9148
[40] valid_0's poisson: -108.226 valid_0's l1: 10.91
[41] valid_0's poisson: -108.229 valid_0's l1: 10.9096
[42] valid_0's poisson: -108.224 valid_0's l1: 10.904
[43] valid_0's poisson: -108.223 valid_0's l1: 10.9067
[44] valid_0's poisson: -108.243 valid_0's l1: 10.9009
[45] valid_0's poisson: -108.241 valid_0's l1: 10.8923
[46] valid_0's poisson: -108.237 valid_0's l1: 10.89
[47] valid_0's poisson: -108.247 valid_0's l1: 10.859
[48] valid_0's poisson: -108.081 valid_0's l1: 10.8293
[49] valid_0's poisson: -107.909 valid_0's l1: 10.8115
[50] valid_0's poisson: -107.863 valid_0's l1: 10.8018
[51] valid_0's poisson: -107.88 valid_0's l1: 10.7626
[52] valid_0's poisson: -107.882 valid_0's l1: 10.7604
[53] valid_0's poisson: -107.887 valid_0's l1: 10.7547
[54] valid_0's poisson: -107.957 valid_0's l1: 10.7218
[55] valid_0's poisson: -107.954 valid_0's l1: 10.7164
[56] valid_0's poisson: -107.973 valid_0's l1: 10.6516
[57] valid_0's poisson: -108.213 valid_0's l1: 10.5522
[58] valid_0's poisson: -108.215 valid_0's l1: 10.5523
[59] valid_0's poisson: -108.235 valid_0's l1: 10.545
[60] valid_0's poisson: -108.362 valid_0's l1: 10.5054
[61] valid_0's poisson: -108.151 valid_0's l1: 10.4902
[62] valid_0's poisson: -108.163 valid_0's l1: 10.4812
[63] valid_0's poisson: -108.185 valid_0's l1: 10.4767
[64] valid_0's poisson: -108.12 valid_0's l1: 10.4695
[65] valid_0's poisson: -108.151 valid_0's l1: 10.4657
[66] valid_0's poisson: -108.207 valid_0's l1: 10.464
[67] valid_0's poisson: -108.219 valid_0's l1: 10.464
[68] valid_0's poisson: -108.165 valid_0's l1: 10.4523
[69] valid_0's poisson: -108.12 valid_0's l1: 10.4543
[70] valid_0's poisson: -108.097 valid_0's l1: 10.4544
[71] valid_0's poisson: -108.122 valid_0's l1: 10.4436
[72] valid_0's poisson: -108.131 valid_0's l1: 10.4239
[73] valid_0's poisson: -108.144 valid_0's l1: 10.4079
[74] valid_0's poisson: -108.127 valid_0's l1: 10.4085
[75] valid_0's poisson: -108.156 valid_0's l1: 10.4056
[76] valid_0's poisson: -108.158 valid_0's l1: 10.3984
[77] valid_0's poisson: -108.175 valid_0's l1: 10.3789
[78] valid_0's poisson: -108.175 valid_0's l1: 10.3703
[79] valid_0's poisson: -108.138 valid_0's l1: 10.3655
[80] valid_0's poisson: -108.138 valid_0's l1: 10.3622
[81] valid_0's poisson: -108.127 valid_0's l1: 10.3611
[82] valid_0's poisson: -108.137 valid_0's l1: 10.3351
[83] valid_0's poisson: -108.162 valid_0's l1: 10.3226
[84] valid_0's poisson: -108.161 valid_0's l1: 10.323
[85] valid_0's poisson: -108.161 valid_0's l1: 10.3231
[86] valid_0's poisson: -108.16 valid_0's l1: 10.3235
[87] valid_0's poisson: -108.159 valid_0's l1: 10.3243
[88] valid_0's poisson: -108.158 valid_0's l1: 10.3237
[89] valid_0's poisson: -108.158 valid_0's l1: 10.3233
[90] valid_0's poisson: -108.159 valid_0's l1: 10.3203
[91] valid_0's poisson: -108.155 valid_0's l1: 10.319
[92] valid_0's poisson: -108.155 valid_0's l1: 10.3187
[93] valid_0's poisson: -108.157 valid_0's l1: 10.3179
[94] valid_0's poisson: -108.167 valid_0's l1: 10.3184
[95] valid_0's poisson: -108.222 valid_0's l1: 10.3044
[96] valid_0's poisson: -108.29 valid_0's l1: 10.305
[97] valid_0's poisson: -108.298 valid_0's l1: 10.3025
[98] valid_0's poisson: -108.288 valid_0's l1: 10.301
[99] valid_0's poisson: -108.306 valid_0's l1: 10.3015
[100] valid_0's poisson: -108.313 valid_0's l1: 10.2994
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.7071 valid_0's l1: 24.8593
[2] valid_0's poisson: -96.1296 valid_0's l1: 21.6261
[3] valid_0's poisson: -101.477 valid_0's l1: 18.5397
[4] valid_0's poisson: -103.598 valid_0's l1: 16.7469
[5] valid_0's poisson: -105.476 valid_0's l1: 15.0853
[6] valid_0's poisson: -106.134 valid_0's l1: 14.3446
[7] valid_0's poisson: -106.882 valid_0's l1: 13.5139
[8] valid_0's poisson: -107.284 valid_0's l1: 12.9839
[9] valid_0's poisson: -107.498 valid_0's l1: 12.7142
[10] valid_0's poisson: -107.934 valid_0's l1: 12.1722
[11] valid_0's poisson: -108.142 valid_0's l1: 11.8622
[12] valid_0's poisson: -108.248 valid_0's l1: 11.6601
[13] valid_0's poisson: -108.318 valid_0's l1: 11.5191
[14] valid_0's poisson: -108.329 valid_0's l1: 11.4487
[15] valid_0's poisson: -108.316 valid_0's l1: 11.4135
[16] valid_0's poisson: -108.352 valid_0's l1: 11.2321
[17] valid_0's poisson: -108.378 valid_0's l1: 11.1423
[18] valid_0's poisson: -108.314 valid_0's l1: 11.1184
[19] valid_0's poisson: -108.282 valid_0's l1: 11.0978
[20] valid_0's poisson: -108.307 valid_0's l1: 10.9766
[21] valid_0's poisson: -108.305 valid_0's l1: 10.9761
[22] valid_0's poisson: -108.32 valid_0's l1: 10.971
[23] valid_0's poisson: -108.323 valid_0's l1: 10.9649
[24] valid_0's poisson: -108.308 valid_0's l1: 10.9382
[25] valid_0's poisson: -108.307 valid_0's l1: 10.9121
[26] valid_0's poisson: -108.296 valid_0's l1: 10.9122
[27] valid_0's poisson: -108.297 valid_0's l1: 10.8742
[28] valid_0's poisson: -108.315 valid_0's l1: 10.824
[29] valid_0's poisson: -108.299 valid_0's l1: 10.7963
[30] valid_0's poisson: -108.309 valid_0's l1: 10.7708
[31] valid_0's poisson: -108.314 valid_0's l1: 10.7575
[32] valid_0's poisson: -108.328 valid_0's l1: 10.745
[33] valid_0's poisson: -108.344 valid_0's l1: 10.7297
[34] valid_0's poisson: -108.384 valid_0's l1: 10.7261
[35] valid_0's poisson: -108.413 valid_0's l1: 10.6935
[36] valid_0's poisson: -108.399 valid_0's l1: 10.6805
[37] valid_0's poisson: -108.343 valid_0's l1: 10.6686
[38] valid_0's poisson: -108.358 valid_0's l1: 10.6416
[39] valid_0's poisson: -108.354 valid_0's l1: 10.6289
[40] valid_0's poisson: -108.361 valid_0's l1: 10.6248
[41] valid_0's poisson: -108.4 valid_0's l1: 10.6083
[42] valid_0's poisson: -108.399 valid_0's l1: 10.5826
[43] valid_0's poisson: -108.398 valid_0's l1: 10.5808
[44] valid_0's poisson: -108.42 valid_0's l1: 10.57
[45] valid_0's poisson: -108.473 valid_0's l1: 10.5332
[46] valid_0's poisson: -108.43 valid_0's l1: 10.5306
[47] valid_0's poisson: -108.387 valid_0's l1: 10.5174
[48] valid_0's poisson: -108.429 valid_0's l1: 10.4894
[49] valid_0's poisson: -108.431 valid_0's l1: 10.4863
[50] valid_0's poisson: -108.463 valid_0's l1: 10.4865
[51] valid_0's poisson: -108.465 valid_0's l1: 10.4709
[52] valid_0's poisson: -108.464 valid_0's l1: 10.4697
[53] valid_0's poisson: -108.451 valid_0's l1: 10.4431
[54] valid_0's poisson: -108.422 valid_0's l1: 10.4305
[55] valid_0's poisson: -108.418 valid_0's l1: 10.4293
[56] valid_0's poisson: -108.411 valid_0's l1: 10.4137
[57] valid_0's poisson: -108.454 valid_0's l1: 10.4072
[58] valid_0's poisson: -108.457 valid_0's l1: 10.4089
[59] valid_0's poisson: -108.465 valid_0's l1: 10.406
[60] valid_0's poisson: -108.446 valid_0's l1: 10.4074
[61] valid_0's poisson: -108.407 valid_0's l1: 10.3973
[62] valid_0's poisson: -108.345 valid_0's l1: 10.3967
[63] valid_0's poisson: -108.342 valid_0's l1: 10.395
[64] valid_0's poisson: -108.403 valid_0's l1: 10.3916
[65] valid_0's poisson: -108.402 valid_0's l1: 10.3928
[66] valid_0's poisson: -108.418 valid_0's l1: 10.3818
[67] valid_0's poisson: -108.406 valid_0's l1: 10.3838
[68] valid_0's poisson: -108.414 valid_0's l1: 10.3771
[69] valid_0's poisson: -108.44 valid_0's l1: 10.3696
[70] valid_0's poisson: -108.441 valid_0's l1: 10.3667
[71] valid_0's poisson: -108.441 valid_0's l1: 10.3663
[72] valid_0's poisson: -108.417 valid_0's l1: 10.3639
[73] valid_0's poisson: -108.331 valid_0's l1: 10.3476
[74] valid_0's poisson: -108.332 valid_0's l1: 10.3482
[75] valid_0's poisson: -108.336 valid_0's l1: 10.3481
[76] valid_0's poisson: -108.366 valid_0's l1: 10.3447
[77] valid_0's poisson: -108.342 valid_0's l1: 10.341
[78] valid_0's poisson: -108.341 valid_0's l1: 10.3409
[79] valid_0's poisson: -108.345 valid_0's l1: 10.3418
[80] valid_0's poisson: -108.362 valid_0's l1: 10.3418
[81] valid_0's poisson: -108.372 valid_0's l1: 10.3354
[82] valid_0's poisson: -108.319 valid_0's l1: 10.3373
[83] valid_0's poisson: -108.317 valid_0's l1: 10.3386
[84] valid_0's poisson: -108.341 valid_0's l1: 10.3394
[85] valid_0's poisson: -108.342 valid_0's l1: 10.3394
[86] valid_0's poisson: -108.356 valid_0's l1: 10.3391
[87] valid_0's poisson: -108.3 valid_0's l1: 10.3394
[88] valid_0's poisson: -108.296 valid_0's l1: 10.3394
[89] valid_0's poisson: -108.261 valid_0's l1: 10.341
[90] valid_0's poisson: -108.266 valid_0's l1: 10.3342
[91] valid_0's poisson: -108.266 valid_0's l1: 10.3316
[92] valid_0's poisson: -108.264 valid_0's l1: 10.3282
[93] valid_0's poisson: -108.259 valid_0's l1: 10.3317
[94] valid_0's poisson: -108.259 valid_0's l1: 10.3322
[95] valid_0's poisson: -108.247 valid_0's l1: 10.3128
[96] valid_0's poisson: -108.263 valid_0's l1: 10.3068
[97] valid_0's poisson: -108.254 valid_0's l1: 10.3032
[98] valid_0's poisson: -108.253 valid_0's l1: 10.3031
[99] valid_0's poisson: -108.25 valid_0's l1: 10.3031
[100] valid_0's poisson: -108.247 valid_0's l1: 10.2978
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.9917 valid_0's l1: 25.8206
[2] valid_0's poisson: -93.2856 valid_0's l1: 23.5791
[3] valid_0's poisson: -95.896 valid_0's l1: 21.8784
[4] valid_0's poisson: -97.0907 valid_0's l1: 21.147
[5] valid_0's poisson: -98.3024 valid_0's l1: 20.4422
[6] valid_0's poisson: -100.268 valid_0's l1: 19.3497
[7] valid_0's poisson: -101.098 valid_0's l1: 18.8077
[8] valid_0's poisson: -101.496 valid_0's l1: 18.4945
[9] valid_0's poisson: -101.68 valid_0's l1: 18.3233
[10] valid_0's poisson: -102.598 valid_0's l1: 17.8209
[11] valid_0's poisson: -102.784 valid_0's l1: 17.5543
[12] valid_0's poisson: -103.084 valid_0's l1: 17.2602
[13] valid_0's poisson: -102.943 valid_0's l1: 17.1259
[14] valid_0's poisson: -102.832 valid_0's l1: 17.0368
[15] valid_0's poisson: -102.796 valid_0's l1: 16.8932
[16] valid_0's poisson: -102.806 valid_0's l1: 16.8101
[17] valid_0's poisson: -102.786 valid_0's l1: 16.7901
[18] valid_0's poisson: -102.586 valid_0's l1: 16.7064
[19] valid_0's poisson: -102.638 valid_0's l1: 16.5883
[20] valid_0's poisson: -102.675 valid_0's l1: 16.4588
[21] valid_0's poisson: -102.805 valid_0's l1: 16.4152
[22] valid_0's poisson: -102.744 valid_0's l1: 16.3463
[23] valid_0's poisson: -102.725 valid_0's l1: 16.309
[24] valid_0's poisson: -102.799 valid_0's l1: 16.1614
[25] valid_0's poisson: -102.623 valid_0's l1: 16.1404
[26] valid_0's poisson: -102.817 valid_0's l1: 15.9113
[27] valid_0's poisson: -102.882 valid_0's l1: 15.8561
[28] valid_0's poisson: -102.978 valid_0's l1: 15.8173
[29] valid_0's poisson: -102.985 valid_0's l1: 15.7874
[30] valid_0's poisson: -103.059 valid_0's l1: 15.7239
[31] valid_0's poisson: -103.074 valid_0's l1: 15.6917
[32] valid_0's poisson: -103.066 valid_0's l1: 15.6831
[33] valid_0's poisson: -103.181 valid_0's l1: 15.6228
[34] valid_0's poisson: -103.07 valid_0's l1: 15.5953
[35] valid_0's poisson: -102.988 valid_0's l1: 15.5803
[36] valid_0's poisson: -103.009 valid_0's l1: 15.5364
[37] valid_0's poisson: -103.211 valid_0's l1: 15.5055
[38] valid_0's poisson: -103.195 valid_0's l1: 15.4391
[39] valid_0's poisson: -103.309 valid_0's l1: 15.4102
[40] valid_0's poisson: -103.292 valid_0's l1: 15.4019
[41] valid_0's poisson: -103.095 valid_0's l1: 15.3775
[42] valid_0's poisson: -103.073 valid_0's l1: 15.3669
[43] valid_0's poisson: -103.111 valid_0's l1: 15.3244
[44] valid_0's poisson: -103.165 valid_0's l1: 15.291
[45] valid_0's poisson: -103.221 valid_0's l1: 15.2865
[46] valid_0's poisson: -103.102 valid_0's l1: 15.2816
[47] valid_0's poisson: -103.107 valid_0's l1: 15.2645
[48] valid_0's poisson: -103.234 valid_0's l1: 15.2143
[49] valid_0's poisson: -103.358 valid_0's l1: 15.2085
[50] valid_0's poisson: -103.245 valid_0's l1: 15.1623
[51] valid_0's poisson: -103.283 valid_0's l1: 15.1277
[52] valid_0's poisson: -103.274 valid_0's l1: 15.1267
[53] valid_0's poisson: -103.182 valid_0's l1: 15.1205
[54] valid_0's poisson: -103.241 valid_0's l1: 15.1101
[55] valid_0's poisson: -103.255 valid_0's l1: 15.0731
[56] valid_0's poisson: -103.235 valid_0's l1: 15.0659
[57] valid_0's poisson: -103.212 valid_0's l1: 15.0283
[58] valid_0's poisson: -103.213 valid_0's l1: 15.0252
[59] valid_0's poisson: -103.186 valid_0's l1: 15.0199
[60] valid_0's poisson: -103.075 valid_0's l1: 14.9452
[61] valid_0's poisson: -103.123 valid_0's l1: 14.9259
[62] valid_0's poisson: -103.175 valid_0's l1: 14.9125
[63] valid_0's poisson: -103.096 valid_0's l1: 14.8959
[64] valid_0's poisson: -103.07 valid_0's l1: 14.8933
[65] valid_0's poisson: -103.065 valid_0's l1: 14.8851
[66] valid_0's poisson: -103.128 valid_0's l1: 14.8602
[67] valid_0's poisson: -103.255 valid_0's l1: 14.8259
[68] valid_0's poisson: -103.23 valid_0's l1: 14.8231
[69] valid_0's poisson: -103.24 valid_0's l1: 14.8214
[70] valid_0's poisson: -103.212 valid_0's l1: 14.815
[71] valid_0's poisson: -103.149 valid_0's l1: 14.7929
[72] valid_0's poisson: -103.146 valid_0's l1: 14.7877
[73] valid_0's poisson: -103.143 valid_0's l1: 14.7834
[74] valid_0's poisson: -103.116 valid_0's l1: 14.7723
[75] valid_0's poisson: -103.067 valid_0's l1: 14.7682
[76] valid_0's poisson: -103.062 valid_0's l1: 14.765
[77] valid_0's poisson: -103.247 valid_0's l1: 14.7301
[78] valid_0's poisson: -103.318 valid_0's l1: 14.7206
[79] valid_0's poisson: -103.323 valid_0's l1: 14.7081
[80] valid_0's poisson: -103.299 valid_0's l1: 14.7073
[81] valid_0's poisson: -103.173 valid_0's l1: 14.7016
[82] valid_0's poisson: -103.26 valid_0's l1: 14.6909
[83] valid_0's poisson: -103.178 valid_0's l1: 14.6875
[84] valid_0's poisson: -103.125 valid_0's l1: 14.6738
[85] valid_0's poisson: -103.107 valid_0's l1: 14.6729
[86] valid_0's poisson: -103.056 valid_0's l1: 14.6605
[87] valid_0's poisson: -102.993 valid_0's l1: 14.6341
[88] valid_0's poisson: -103.018 valid_0's l1: 14.6202
[89] valid_0's poisson: -103.051 valid_0's l1: 14.6113
[90] valid_0's poisson: -103.064 valid_0's l1: 14.571
[91] valid_0's poisson: -103.19 valid_0's l1: 14.5534
[92] valid_0's poisson: -103.085 valid_0's l1: 14.5479
[93] valid_0's poisson: -103.195 valid_0's l1: 14.539
[94] valid_0's poisson: -103.198 valid_0's l1: 14.5371
[95] valid_0's poisson: -103.219 valid_0's l1: 14.535
[96] valid_0's poisson: -103.223 valid_0's l1: 14.5258
[97] valid_0's poisson: -103.167 valid_0's l1: 14.519
[98] valid_0's poisson: -103.18 valid_0's l1: 14.5156
[99] valid_0's poisson: -103.178 valid_0's l1: 14.5182
[100] valid_0's poisson: -103.15 valid_0's l1: 14.5189
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.004 valid_0's l1: 25.8052
[2] valid_0's poisson: -93.3413 valid_0's l1: 23.5455
[3] valid_0's poisson: -96.0129 valid_0's l1: 21.8224
[4] valid_0's poisson: -97.1591 valid_0's l1: 21.1195
[5] valid_0's poisson: -98.3148 valid_0's l1: 20.4139
[6] valid_0's poisson: -99.422 valid_0's l1: 19.5524
[7] valid_0's poisson: -99.9472 valid_0's l1: 19.1882
[8] valid_0's poisson: -100.735 valid_0's l1: 18.807
[9] valid_0's poisson: -100.965 valid_0's l1: 18.6096
[10] valid_0's poisson: -101.991 valid_0's l1: 17.9384
[11] valid_0's poisson: -102.491 valid_0's l1: 17.5954
[12] valid_0's poisson: -102.551 valid_0's l1: 17.5204
[13] valid_0's poisson: -102.748 valid_0's l1: 17.2947
[14] valid_0's poisson: -102.927 valid_0's l1: 17.1037
[15] valid_0's poisson: -103.445 valid_0's l1: 16.734
[16] valid_0's poisson: -103.239 valid_0's l1: 16.5842
[17] valid_0's poisson: -103.222 valid_0's l1: 16.5129
[18] valid_0's poisson: -103.171 valid_0's l1: 16.3747
[19] valid_0's poisson: -103.098 valid_0's l1: 16.2704
[20] valid_0's poisson: -103.088 valid_0's l1: 16.1899
[21] valid_0's poisson: -103.047 valid_0's l1: 16.1171
[22] valid_0's poisson: -103.09 valid_0's l1: 16.0886
[23] valid_0's poisson: -103.13 valid_0's l1: 16.0571
[24] valid_0's poisson: -103.204 valid_0's l1: 16.0241
[25] valid_0's poisson: -102.999 valid_0's l1: 15.9691
[26] valid_0's poisson: -102.968 valid_0's l1: 15.9515
[27] valid_0's poisson: -103.259 valid_0's l1: 15.9016
[28] valid_0's poisson: -103.282 valid_0's l1: 15.8905
[29] valid_0's poisson: -103.304 valid_0's l1: 15.8552
[30] valid_0's poisson: -103.105 valid_0's l1: 15.8423
[31] valid_0's poisson: -103.167 valid_0's l1: 15.751
[32] valid_0's poisson: -103.225 valid_0's l1: 15.727
[33] valid_0's poisson: -103.223 valid_0's l1: 15.7097
[34] valid_0's poisson: -103.236 valid_0's l1: 15.6884
[35] valid_0's poisson: -103.421 valid_0's l1: 15.6575
[36] valid_0's poisson: -103.438 valid_0's l1: 15.6448
[37] valid_0's poisson: -103.384 valid_0's l1: 15.6364
[38] valid_0's poisson: -103.571 valid_0's l1: 15.4516
[39] valid_0's poisson: -103.545 valid_0's l1: 15.4376
[40] valid_0's poisson: -103.647 valid_0's l1: 15.2419
[41] valid_0's poisson: -103.753 valid_0's l1: 15.1988
[42] valid_0's poisson: -103.678 valid_0's l1: 15.1916
[43] valid_0's poisson: -103.783 valid_0's l1: 15.1782
[44] valid_0's poisson: -103.752 valid_0's l1: 15.158
[45] valid_0's poisson: -103.656 valid_0's l1: 15.1489
[46] valid_0's poisson: -103.674 valid_0's l1: 15.1398
[47] valid_0's poisson: -103.614 valid_0's l1: 15.0953
[48] valid_0's poisson: -103.583 valid_0's l1: 15.0803
[49] valid_0's poisson: -103.585 valid_0's l1: 15.0743
[50] valid_0's poisson: -103.539 valid_0's l1: 15.0646
[51] valid_0's poisson: -103.475 valid_0's l1: 15.0619
[52] valid_0's poisson: -103.401 valid_0's l1: 15.061
[53] valid_0's poisson: -103.399 valid_0's l1: 15.0603
[54] valid_0's poisson: -103.619 valid_0's l1: 14.9207
[55] valid_0's poisson: -103.624 valid_0's l1: 14.8869
[56] valid_0's poisson: -103.67 valid_0's l1: 14.858
[57] valid_0's poisson: -103.637 valid_0's l1: 14.8523
[58] valid_0's poisson: -103.635 valid_0's l1: 14.8523
[59] valid_0's poisson: -103.738 valid_0's l1: 14.8193
[60] valid_0's poisson: -103.738 valid_0's l1: 14.8132
[61] valid_0's poisson: -103.856 valid_0's l1: 14.7936
[62] valid_0's poisson: -103.882 valid_0's l1: 14.7772
[63] valid_0's poisson: -103.842 valid_0's l1: 14.7765
[64] valid_0's poisson: -103.867 valid_0's l1: 14.7691
[65] valid_0's poisson: -103.844 valid_0's l1: 14.7404
[66] valid_0's poisson: -103.804 valid_0's l1: 14.7407
[67] valid_0's poisson: -103.821 valid_0's l1: 14.7127
[68] valid_0's poisson: -103.766 valid_0's l1: 14.7008
[69] valid_0's poisson: -103.715 valid_0's l1: 14.6966
[70] valid_0's poisson: -103.746 valid_0's l1: 14.6985
[71] valid_0's poisson: -103.72 valid_0's l1: 14.6943
[72] valid_0's poisson: -103.629 valid_0's l1: 14.6916
[73] valid_0's poisson: -103.638 valid_0's l1: 14.6749
[74] valid_0's poisson: -103.749 valid_0's l1: 14.6463
[75] valid_0's poisson: -103.765 valid_0's l1: 14.6459
[76] valid_0's poisson: -103.746 valid_0's l1: 14.6442
[77] valid_0's poisson: -103.717 valid_0's l1: 14.627
[78] valid_0's poisson: -103.748 valid_0's l1: 14.5686
[79] valid_0's poisson: -103.712 valid_0's l1: 14.567
[80] valid_0's poisson: -103.817 valid_0's l1: 14.5499
[81] valid_0's poisson: -103.853 valid_0's l1: 14.5369
[82] valid_0's poisson: -103.85 valid_0's l1: 14.5021
[83] valid_0's poisson: -103.865 valid_0's l1: 14.4818
[84] valid_0's poisson: -103.712 valid_0's l1: 14.4752
[85] valid_0's poisson: -103.696 valid_0's l1: 14.4732
[86] valid_0's poisson: -103.632 valid_0's l1: 14.4679
[87] valid_0's poisson: -103.65 valid_0's l1: 14.4651
[88] valid_0's poisson: -103.651 valid_0's l1: 14.4657
[89] valid_0's poisson: -103.831 valid_0's l1: 14.4547
[90] valid_0's poisson: -103.842 valid_0's l1: 14.4524
[91] valid_0's poisson: -103.851 valid_0's l1: 14.4509
[92] valid_0's poisson: -103.845 valid_0's l1: 14.4467
[93] valid_0's poisson: -103.869 valid_0's l1: 14.4365
[94] valid_0's poisson: -103.882 valid_0's l1: 14.4298
[95] valid_0's poisson: -103.898 valid_0's l1: 14.4284
[96] valid_0's poisson: -103.896 valid_0's l1: 14.4287
[97] valid_0's poisson: -103.887 valid_0's l1: 14.43
[98] valid_0's poisson: -103.929 valid_0's l1: 14.4191
[99] valid_0's poisson: -103.897 valid_0's l1: 14.404
[100] valid_0's poisson: -103.815 valid_0's l1: 14.3934
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.004 valid_0's l1: 25.8052
[2] valid_0's poisson: -93.2815 valid_0's l1: 23.5829
[3] valid_0's poisson: -96.0102 valid_0's l1: 21.8561
[4] valid_0's poisson: -97.1512 valid_0's l1: 21.1297
[5] valid_0's poisson: -98.3668 valid_0's l1: 20.3951
[6] valid_0's poisson: -100.41 valid_0's l1: 19.2665
[7] valid_0's poisson: -101.054 valid_0's l1: 18.7546
[8] valid_0's poisson: -101.298 valid_0's l1: 18.5239
[9] valid_0's poisson: -101.955 valid_0's l1: 18.0925
[10] valid_0's poisson: -102.36 valid_0's l1: 17.8192
[11] valid_0's poisson: -102.627 valid_0's l1: 17.5819
[12] valid_0's poisson: -103.25 valid_0's l1: 17.2245
[13] valid_0's poisson: -103.299 valid_0's l1: 17.0441
[14] valid_0's poisson: -103.224 valid_0's l1: 16.9403
[15] valid_0's poisson: -103.19 valid_0's l1: 16.7937
[16] valid_0's poisson: -103.198 valid_0's l1: 16.671
[17] valid_0's poisson: -103.084 valid_0's l1: 16.5384
[18] valid_0's poisson: -103.083 valid_0's l1: 16.4879
[19] valid_0's poisson: -103.189 valid_0's l1: 16.3759
[20] valid_0's poisson: -103.518 valid_0's l1: 16.157
[21] valid_0's poisson: -103.543 valid_0's l1: 16.0783
[22] valid_0's poisson: -103.433 valid_0's l1: 16.042
[23] valid_0's poisson: -103.326 valid_0's l1: 15.9061
[24] valid_0's poisson: -103.193 valid_0's l1: 15.8267
[25] valid_0's poisson: -103.245 valid_0's l1: 15.803
[26] valid_0's poisson: -103.413 valid_0's l1: 15.7381
[27] valid_0's poisson: -103.34 valid_0's l1: 15.7142
[28] valid_0's poisson: -103.348 valid_0's l1: 15.6715
[29] valid_0's poisson: -103.579 valid_0's l1: 15.6194
[30] valid_0's poisson: -103.659 valid_0's l1: 15.5729
[31] valid_0's poisson: -103.67 valid_0's l1: 15.5346
[32] valid_0's poisson: -103.632 valid_0's l1: 15.5222
[33] valid_0's poisson: -103.576 valid_0's l1: 15.484
[34] valid_0's poisson: -103.462 valid_0's l1: 15.4588
[35] valid_0's poisson: -103.509 valid_0's l1: 15.4287
[36] valid_0's poisson: -103.552 valid_0's l1: 15.3883
[37] valid_0's poisson: -103.588 valid_0's l1: 15.3737
[38] valid_0's poisson: -103.668 valid_0's l1: 15.3569
[39] valid_0's poisson: -103.722 valid_0's l1: 15.275
[40] valid_0's poisson: -103.94 valid_0's l1: 15.2104
[41] valid_0's poisson: -103.739 valid_0's l1: 15.1893
[42] valid_0's poisson: -103.68 valid_0's l1: 15.1729
[43] valid_0's poisson: -103.78 valid_0's l1: 15.1539
[44] valid_0's poisson: -103.476 valid_0's l1: 15.1417
[45] valid_0's poisson: -103.425 valid_0's l1: 15.1369
[46] valid_0's poisson: -103.5 valid_0's l1: 15.1323
[47] valid_0's poisson: -103.457 valid_0's l1: 15.1292
[48] valid_0's poisson: -103.235 valid_0's l1: 15.1014
[49] valid_0's poisson: -103.388 valid_0's l1: 15.0266
[50] valid_0's poisson: -103.478 valid_0's l1: 15.0205
[51] valid_0's poisson: -103.473 valid_0's l1: 15.0045
[52] valid_0's poisson: -103.408 valid_0's l1: 14.9845
[53] valid_0's poisson: -103.429 valid_0's l1: 14.9798
[54] valid_0's poisson: -103.585 valid_0's l1: 14.9658
[55] valid_0's poisson: -103.402 valid_0's l1: 14.9516
[56] valid_0's poisson: -103.405 valid_0's l1: 14.9513
[57] valid_0's poisson: -103.168 valid_0's l1: 14.9461
[58] valid_0's poisson: -103.179 valid_0's l1: 14.9409
[59] valid_0's poisson: -103.161 valid_0's l1: 14.9325
[60] valid_0's poisson: -103.07 valid_0's l1: 14.9321
[61] valid_0's poisson: -103.131 valid_0's l1: 14.9174
[62] valid_0's poisson: -103.211 valid_0's l1: 14.8203
[63] valid_0's poisson: -103.218 valid_0's l1: 14.8109
[64] valid_0's poisson: -103.301 valid_0's l1: 14.7938
[65] valid_0's poisson: -103.316 valid_0's l1: 14.7851
[66] valid_0's poisson: -103.319 valid_0's l1: 14.7845
[67] valid_0's poisson: -103.231 valid_0's l1: 14.7825
[68] valid_0's poisson: -103.366 valid_0's l1: 14.775
[69] valid_0's poisson: -103.299 valid_0's l1: 14.7718
[70] valid_0's poisson: -103.433 valid_0's l1: 14.7657
[71] valid_0's poisson: -103.396 valid_0's l1: 14.7593
[72] valid_0's poisson: -103.374 valid_0's l1: 14.7545
[73] valid_0's poisson: -103.442 valid_0's l1: 14.7495
[74] valid_0's poisson: -103.386 valid_0's l1: 14.7475
[75] valid_0's poisson: -103.39 valid_0's l1: 14.7242
[76] valid_0's poisson: -103.213 valid_0's l1: 14.704
[77] valid_0's poisson: -103.172 valid_0's l1: 14.6916
[78] valid_0's poisson: -102.976 valid_0's l1: 14.6913
[79] valid_0's poisson: -102.871 valid_0's l1: 14.6831
[80] valid_0's poisson: -102.883 valid_0's l1: 14.6797
[81] valid_0's poisson: -102.962 valid_0's l1: 14.6794
[82] valid_0's poisson: -102.93 valid_0's l1: 14.6752
[83] valid_0's poisson: -102.889 valid_0's l1: 14.6677
[84] valid_0's poisson: -102.893 valid_0's l1: 14.6523
[85] valid_0's poisson: -103.044 valid_0's l1: 14.5789
[86] valid_0's poisson: -102.962 valid_0's l1: 14.5092
[87] valid_0's poisson: -103.025 valid_0's l1: 14.4734
[88] valid_0's poisson: -102.959 valid_0's l1: 14.4732
[89] valid_0's poisson: -102.96 valid_0's l1: 14.4713
[90] valid_0's poisson: -103.005 valid_0's l1: 14.4711
[91] valid_0's poisson: -102.892 valid_0's l1: 14.4709
[92] valid_0's poisson: -102.913 valid_0's l1: 14.4691
[93] valid_0's poisson: -103.034 valid_0's l1: 14.4519
[94] valid_0's poisson: -103.035 valid_0's l1: 14.4521
[95] valid_0's poisson: -103.042 valid_0's l1: 14.4358
[96] valid_0's poisson: -103.043 valid_0's l1: 14.4268
[97] valid_0's poisson: -103.031 valid_0's l1: 14.4259
[98] valid_0's poisson: -103.101 valid_0's l1: 14.4228
[99] valid_0's poisson: -103.047 valid_0's l1: 14.4109
[100] valid_0's poisson: -103.231 valid_0's l1: 14.4019
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.004 valid_0's l1: 25.8052
[2] valid_0's poisson: -93.2828 valid_0's l1: 23.5808
[3] valid_0's poisson: -95.9553 valid_0's l1: 21.8679
[4] valid_0's poisson: -97.1489 valid_0's l1: 21.1087
[5] valid_0's poisson: -97.9694 valid_0's l1: 20.5542
[6] valid_0's poisson: -99.1 valid_0's l1: 19.698
[7] valid_0's poisson: -99.7931 valid_0's l1: 19.2323
[8] valid_0's poisson: -100.604 valid_0's l1: 18.8454
[9] valid_0's poisson: -101.196 valid_0's l1: 18.4764
[10] valid_0's poisson: -101.481 valid_0's l1: 18.2168
[11] valid_0's poisson: -102.068 valid_0's l1: 17.8414
[12] valid_0's poisson: -102.799 valid_0's l1: 17.3507
[13] valid_0's poisson: -103.087 valid_0's l1: 17.122
[14] valid_0's poisson: -102.988 valid_0's l1: 17.0537
[15] valid_0's poisson: -102.847 valid_0's l1: 16.9569
[16] valid_0's poisson: -103.094 valid_0's l1: 16.6398
[17] valid_0's poisson: -103.14 valid_0's l1: 16.5645
[18] valid_0's poisson: -103.128 valid_0's l1: 16.4473
[19] valid_0's poisson: -103.008 valid_0's l1: 16.3304
[20] valid_0's poisson: -102.876 valid_0's l1: 16.2368
[21] valid_0's poisson: -103.015 valid_0's l1: 16.1321
[22] valid_0's poisson: -103.014 valid_0's l1: 16.0788
[23] valid_0's poisson: -103.008 valid_0's l1: 15.9946
[24] valid_0's poisson: -103.158 valid_0's l1: 15.9594
[25] valid_0's poisson: -103.152 valid_0's l1: 15.9283
[26] valid_0's poisson: -103.175 valid_0's l1: 15.8777
[27] valid_0's poisson: -103.117 valid_0's l1: 15.8392
[28] valid_0's poisson: -103.12 valid_0's l1: 15.8327
[29] valid_0's poisson: -103.232 valid_0's l1: 15.7947
[30] valid_0's poisson: -103.275 valid_0's l1: 15.7442
[31] valid_0's poisson: -103.29 valid_0's l1: 15.6883
[32] valid_0's poisson: -103.265 valid_0's l1: 15.6509
[33] valid_0's poisson: -102.992 valid_0's l1: 15.6322
[34] valid_0's poisson: -102.959 valid_0's l1: 15.6187
[35] valid_0's poisson: -102.931 valid_0's l1: 15.5721
[36] valid_0's poisson: -103.042 valid_0's l1: 15.5492
[37] valid_0's poisson: -102.978 valid_0's l1: 15.5198
[38] valid_0's poisson: -103.156 valid_0's l1: 15.505
[39] valid_0's poisson: -103.311 valid_0's l1: 15.4731
[40] valid_0's poisson: -103.315 valid_0's l1: 15.4571
[41] valid_0's poisson: -103.224 valid_0's l1: 15.4503
[42] valid_0's poisson: -103.303 valid_0's l1: 15.4456
[43] valid_0's poisson: -103.178 valid_0's l1: 15.4426
[44] valid_0's poisson: -103.031 valid_0's l1: 15.3475
[45] valid_0's poisson: -103.035 valid_0's l1: 15.3447
[46] valid_0's poisson: -103.039 valid_0's l1: 15.3323
[47] valid_0's poisson: -103.191 valid_0's l1: 15.2858
[48] valid_0's poisson: -103.037 valid_0's l1: 15.2738
[49] valid_0's poisson: -103.128 valid_0's l1: 15.2539
[50] valid_0's poisson: -103.119 valid_0's l1: 15.2531
[51] valid_0's poisson: -102.983 valid_0's l1: 15.2224
[52] valid_0's poisson: -102.919 valid_0's l1: 15.2083
[53] valid_0's poisson: -102.845 valid_0's l1: 15.2057
[54] valid_0's poisson: -102.839 valid_0's l1: 15.1939
[55] valid_0's poisson: -102.87 valid_0's l1: 15.1373
[56] valid_0's poisson: -102.968 valid_0's l1: 15.1133
[57] valid_0's poisson: -102.842 valid_0's l1: 15.1113
[58] valid_0's poisson: -102.917 valid_0's l1: 15.0894
[59] valid_0's poisson: -102.867 valid_0's l1: 15.08
[60] valid_0's poisson: -102.755 valid_0's l1: 15.0737
[61] valid_0's poisson: -102.829 valid_0's l1: 15.0356
[62] valid_0's poisson: -102.926 valid_0's l1: 15.0082
[63] valid_0's poisson: -102.965 valid_0's l1: 14.8766
[64] valid_0's poisson: -102.914 valid_0's l1: 14.8671
[65] valid_0's poisson: -102.958 valid_0's l1: 14.8636
[66] valid_0's poisson: -102.958 valid_0's l1: 14.8592
[67] valid_0's poisson: -102.897 valid_0's l1: 14.8364
[68] valid_0's poisson: -102.895 valid_0's l1: 14.8328
[69] valid_0's poisson: -102.871 valid_0's l1: 14.8309
[70] valid_0's poisson: -102.938 valid_0's l1: 14.8056
[71] valid_0's poisson: -102.945 valid_0's l1: 14.8074
[72] valid_0's poisson: -103.041 valid_0's l1: 14.798
[73] valid_0's poisson: -103.169 valid_0's l1: 14.7816
[74] valid_0's poisson: -103.065 valid_0's l1: 14.7805
[75] valid_0's poisson: -103.045 valid_0's l1: 14.7569
[76] valid_0's poisson: -102.981 valid_0's l1: 14.7536
[77] valid_0's poisson: -102.897 valid_0's l1: 14.7519
[78] valid_0's poisson: -102.963 valid_0's l1: 14.7405
[79] valid_0's poisson: -103.049 valid_0's l1: 14.7297
[80] valid_0's poisson: -103.051 valid_0's l1: 14.7123
[81] valid_0's poisson: -102.913 valid_0's l1: 14.7039
[82] valid_0's poisson: -102.799 valid_0's l1: 14.6936
[83] valid_0's poisson: -102.876 valid_0's l1: 14.6889
[84] valid_0's poisson: -102.826 valid_0's l1: 14.6761
[85] valid_0's poisson: -102.806 valid_0's l1: 14.6611
[86] valid_0's poisson: -103.105 valid_0's l1: 14.6386
[87] valid_0's poisson: -103.106 valid_0's l1: 14.629
[88] valid_0's poisson: -103.114 valid_0's l1: 14.6279
[89] valid_0's poisson: -102.831 valid_0's l1: 14.6197
[90] valid_0's poisson: -102.843 valid_0's l1: 14.5948
[91] valid_0's poisson: -102.938 valid_0's l1: 14.588
[92] valid_0's poisson: -103.028 valid_0's l1: 14.5882
[93] valid_0's poisson: -103.043 valid_0's l1: 14.5886
[94] valid_0's poisson: -103.024 valid_0's l1: 14.5866
[95] valid_0's poisson: -102.997 valid_0's l1: 14.5847
[96] valid_0's poisson: -103.103 valid_0's l1: 14.5796
[97] valid_0's poisson: -103.126 valid_0's l1: 14.5726
[98] valid_0's poisson: -103.195 valid_0's l1: 14.5484
[99] valid_0's poisson: -103.093 valid_0's l1: 14.5286
[100] valid_0's poisson: -103.055 valid_0's l1: 14.5282
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.0099 valid_0's l1: 25.797
[2] valid_0's poisson: -93.2877 valid_0's l1: 23.5747
[3] valid_0's poisson: -95.929 valid_0's l1: 21.9081
[4] valid_0's poisson: -97.1769 valid_0's l1: 21.1281
[5] valid_0's poisson: -97.973 valid_0's l1: 20.592
[6] valid_0's poisson: -98.9832 valid_0's l1: 19.7897
[7] valid_0's poisson: -100.25 valid_0's l1: 19.2247
[8] valid_0's poisson: -100.945 valid_0's l1: 18.7866
[9] valid_0's poisson: -102.034 valid_0's l1: 18.087
[10] valid_0's poisson: -102.502 valid_0's l1: 17.7899
[11] valid_0's poisson: -102.573 valid_0's l1: 17.5525
[12] valid_0's poisson: -102.729 valid_0's l1: 17.3957
[13] valid_0's poisson: -102.897 valid_0's l1: 17.2561
[14] valid_0's poisson: -102.991 valid_0's l1: 17.1185
[15] valid_0's poisson: -102.956 valid_0's l1: 16.9439
[16] valid_0's poisson: -103.085 valid_0's l1: 16.7597
[17] valid_0's poisson: -102.915 valid_0's l1: 16.6336
[18] valid_0's poisson: -103.447 valid_0's l1: 16.2779
[19] valid_0's poisson: -103.449 valid_0's l1: 16.1121
[20] valid_0's poisson: -103.391 valid_0's l1: 16.0269
[21] valid_0's poisson: -103.381 valid_0's l1: 15.9621
[22] valid_0's poisson: -103.155 valid_0's l1: 15.911
[23] valid_0's poisson: -103.263 valid_0's l1: 15.8341
[24] valid_0's poisson: -103.328 valid_0's l1: 15.7955
[25] valid_0's poisson: -103.366 valid_0's l1: 15.7379
[26] valid_0's poisson: -103.334 valid_0's l1: 15.7193
[27] valid_0's poisson: -103.32 valid_0's l1: 15.6586
[28] valid_0's poisson: -103.269 valid_0's l1: 15.636
[29] valid_0's poisson: -103.268 valid_0's l1: 15.5759
[30] valid_0's poisson: -103.291 valid_0's l1: 15.5716
[31] valid_0's poisson: -103.322 valid_0's l1: 15.5286
[32] valid_0's poisson: -103.251 valid_0's l1: 15.501
[33] valid_0's poisson: -103.309 valid_0's l1: 15.4705
[34] valid_0's poisson: -103.148 valid_0's l1: 15.4435
[35] valid_0's poisson: -103.229 valid_0's l1: 15.4033
[36] valid_0's poisson: -103.247 valid_0's l1: 15.3796
[37] valid_0's poisson: -103.325 valid_0's l1: 15.3478
[38] valid_0's poisson: -103.296 valid_0's l1: 15.3142
[39] valid_0's poisson: -103.351 valid_0's l1: 15.3048
[40] valid_0's poisson: -103.252 valid_0's l1: 15.2975
[41] valid_0's poisson: -103.166 valid_0's l1: 15.2796
[42] valid_0's poisson: -103.179 valid_0's l1: 15.2621
[43] valid_0's poisson: -103.2 valid_0's l1: 15.2596
[44] valid_0's poisson: -103.353 valid_0's l1: 15.1252
[45] valid_0's poisson: -103.322 valid_0's l1: 15.1175
[46] valid_0's poisson: -103.359 valid_0's l1: 15.1064
[47] valid_0's poisson: -103.303 valid_0's l1: 15.0994
[48] valid_0's poisson: -103.392 valid_0's l1: 15.0678
[49] valid_0's poisson: -103.4 valid_0's l1: 15.0594
[50] valid_0's poisson: -103.369 valid_0's l1: 15.0475
[51] valid_0's poisson: -103.36 valid_0's l1: 15.0363
[52] valid_0's poisson: -103.361 valid_0's l1: 15.0319
[53] valid_0's poisson: -103.369 valid_0's l1: 15.0127
[54] valid_0's poisson: -103.244 valid_0's l1: 15.0069
[55] valid_0's poisson: -103.148 valid_0's l1: 14.9989
[56] valid_0's poisson: -103.148 valid_0's l1: 14.9936
[57] valid_0's poisson: -103.087 valid_0's l1: 14.9875
[58] valid_0's poisson: -103.164 valid_0's l1: 14.9705
[59] valid_0's poisson: -103.159 valid_0's l1: 14.9562
[60] valid_0's poisson: -103.156 valid_0's l1: 14.9166
[61] valid_0's poisson: -103.17 valid_0's l1: 14.9106
[62] valid_0's poisson: -103.191 valid_0's l1: 14.9016
[63] valid_0's poisson: -103.251 valid_0's l1: 14.8856
[64] valid_0's poisson: -103.163 valid_0's l1: 14.8502
[65] valid_0's poisson: -103.508 valid_0's l1: 14.6694
[66] valid_0's poisson: -103.579 valid_0's l1: 14.665
[67] valid_0's poisson: -103.541 valid_0's l1: 14.6401
[68] valid_0's poisson: -103.469 valid_0's l1: 14.6359
[69] valid_0's poisson: -103.519 valid_0's l1: 14.6323
[70] valid_0's poisson: -103.564 valid_0's l1: 14.6219
[71] valid_0's poisson: -103.562 valid_0's l1: 14.6211
[72] valid_0's poisson: -103.441 valid_0's l1: 14.6056
[73] valid_0's poisson: -103.492 valid_0's l1: 14.6
[74] valid_0's poisson: -103.573 valid_0's l1: 14.5836
[75] valid_0's poisson: -103.571 valid_0's l1: 14.5832
[76] valid_0's poisson: -103.528 valid_0's l1: 14.5815
[77] valid_0's poisson: -103.51 valid_0's l1: 14.5791
[78] valid_0's poisson: -103.524 valid_0's l1: 14.561
[79] valid_0's poisson: -103.546 valid_0's l1: 14.5586
[80] valid_0's poisson: -103.55 valid_0's l1: 14.5502
[81] valid_0's poisson: -103.59 valid_0's l1: 14.4597
[82] valid_0's poisson: -103.651 valid_0's l1: 14.4435
[83] valid_0's poisson: -103.663 valid_0's l1: 14.4213
[84] valid_0's poisson: -103.573 valid_0's l1: 14.4199
[85] valid_0's poisson: -103.551 valid_0's l1: 14.3947
[86] valid_0's poisson: -103.601 valid_0's l1: 14.3853
[87] valid_0's poisson: -103.782 valid_0's l1: 14.3486
[88] valid_0's poisson: -103.695 valid_0's l1: 14.3403
[89] valid_0's poisson: -103.738 valid_0's l1: 14.2689
[90] valid_0's poisson: -103.813 valid_0's l1: 14.2659
[91] valid_0's poisson: -103.877 valid_0's l1: 14.2489
[92] valid_0's poisson: -103.769 valid_0's l1: 14.2463
[93] valid_0's poisson: -103.774 valid_0's l1: 14.2488
[94] valid_0's poisson: -103.837 valid_0's l1: 14.2465
[95] valid_0's poisson: -103.927 valid_0's l1: 14.2257
[96] valid_0's poisson: -103.965 valid_0's l1: 14.2144
[97] valid_0's poisson: -103.99 valid_0's l1: 14.2082
[98] valid_0's poisson: -103.991 valid_0's l1: 14.1991
[99] valid_0's poisson: -103.992 valid_0's l1: 14.1933
[100] valid_0's poisson: -103.91 valid_0's l1: 14.1874
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.6033 valid_0's l1: 25.415
[2] valid_0's poisson: -94.4619 valid_0's l1: 22.745
[3] valid_0's poisson: -97.2852 valid_0's l1: 20.858
[4] valid_0's poisson: -98.7963 valid_0's l1: 19.8445
[5] valid_0's poisson: -101.61 valid_0's l1: 18.453
[6] valid_0's poisson: -103.373 valid_0's l1: 17.0693
[7] valid_0's poisson: -104.532 valid_0's l1: 16.1207
[8] valid_0's poisson: -104.799 valid_0's l1: 15.8491
[9] valid_0's poisson: -105.249 valid_0's l1: 15.4014
[10] valid_0's poisson: -105.712 valid_0's l1: 14.879
[11] valid_0's poisson: -106.257 valid_0's l1: 14.3224
[12] valid_0's poisson: -106.297 valid_0's l1: 14.1304
[13] valid_0's poisson: -106.379 valid_0's l1: 13.9099
[14] valid_0's poisson: -106.38 valid_0's l1: 13.7485
[15] valid_0's poisson: -106.166 valid_0's l1: 13.6435
[16] valid_0's poisson: -106.107 valid_0's l1: 13.5869
[17] valid_0's poisson: -106.14 valid_0's l1: 13.4966
[18] valid_0's poisson: -106.493 valid_0's l1: 13.2781
[19] valid_0's poisson: -106.549 valid_0's l1: 13.1854
[20] valid_0's poisson: -106.515 valid_0's l1: 13.1497
[21] valid_0's poisson: -106.472 valid_0's l1: 13.1158
[22] valid_0's poisson: -106.382 valid_0's l1: 13.0861
[23] valid_0's poisson: -106.41 valid_0's l1: 13.0793
[24] valid_0's poisson: -106.365 valid_0's l1: 13.027
[25] valid_0's poisson: -106.481 valid_0's l1: 12.9688
[26] valid_0's poisson: -106.397 valid_0's l1: 12.9375
[27] valid_0's poisson: -106.402 valid_0's l1: 12.8451
[28] valid_0's poisson: -106.431 valid_0's l1: 12.8259
[29] valid_0's poisson: -106.604 valid_0's l1: 12.7419
[30] valid_0's poisson: -106.612 valid_0's l1: 12.7217
[31] valid_0's poisson: -106.713 valid_0's l1: 12.6937
[32] valid_0's poisson: -106.711 valid_0's l1: 12.6891
[33] valid_0's poisson: -106.741 valid_0's l1: 12.6754
[34] valid_0's poisson: -106.754 valid_0's l1: 12.6587
[35] valid_0's poisson: -106.71 valid_0's l1: 12.6515
[36] valid_0's poisson: -106.734 valid_0's l1: 12.5785
[37] valid_0's poisson: -106.743 valid_0's l1: 12.536
[38] valid_0's poisson: -106.576 valid_0's l1: 12.5143
[39] valid_0's poisson: -106.575 valid_0's l1: 12.51
[40] valid_0's poisson: -106.533 valid_0's l1: 12.5074
[41] valid_0's poisson: -106.538 valid_0's l1: 12.5024
[42] valid_0's poisson: -106.545 valid_0's l1: 12.4883
[43] valid_0's poisson: -106.588 valid_0's l1: 12.4754
[44] valid_0's poisson: -106.577 valid_0's l1: 12.4476
[45] valid_0's poisson: -106.584 valid_0's l1: 12.4434
[46] valid_0's poisson: -106.473 valid_0's l1: 12.4329
[47] valid_0's poisson: -106.508 valid_0's l1: 12.4245
[48] valid_0's poisson: -106.46 valid_0's l1: 12.4111
[49] valid_0's poisson: -106.539 valid_0's l1: 12.3822
[50] valid_0's poisson: -106.35 valid_0's l1: 12.3605
[51] valid_0's poisson: -106.452 valid_0's l1: 12.343
[52] valid_0's poisson: -106.548 valid_0's l1: 12.3231
[53] valid_0's poisson: -106.59 valid_0's l1: 12.2847
[54] valid_0's poisson: -106.631 valid_0's l1: 12.2362
[55] valid_0's poisson: -106.594 valid_0's l1: 12.2202
[56] valid_0's poisson: -106.638 valid_0's l1: 12.2057
[57] valid_0's poisson: -106.634 valid_0's l1: 12.1935
[58] valid_0's poisson: -106.654 valid_0's l1: 12.1836
[59] valid_0's poisson: -106.626 valid_0's l1: 12.1724
[60] valid_0's poisson: -106.672 valid_0's l1: 12.1558
[61] valid_0's poisson: -106.657 valid_0's l1: 12.1485
[62] valid_0's poisson: -106.65 valid_0's l1: 12.1334
[63] valid_0's poisson: -106.668 valid_0's l1: 12.1101
[64] valid_0's poisson: -106.728 valid_0's l1: 12.107
[65] valid_0's poisson: -106.707 valid_0's l1: 12.1057
[66] valid_0's poisson: -106.73 valid_0's l1: 12.0965
[67] valid_0's poisson: -106.772 valid_0's l1: 12.0873
[68] valid_0's poisson: -106.766 valid_0's l1: 12.0814
[69] valid_0's poisson: -106.737 valid_0's l1: 12.0736
[70] valid_0's poisson: -106.746 valid_0's l1: 12.0686
[71] valid_0's poisson: -106.742 valid_0's l1: 12.0644
[72] valid_0's poisson: -106.748 valid_0's l1: 12.0583
[73] valid_0's poisson: -106.735 valid_0's l1: 12.0425
[74] valid_0's poisson: -106.725 valid_0's l1: 12.0377
[75] valid_0's poisson: -106.723 valid_0's l1: 12.0398
[76] valid_0's poisson: -106.712 valid_0's l1: 12.0315
[77] valid_0's poisson: -106.714 valid_0's l1: 12.0267
[78] valid_0's poisson: -106.713 valid_0's l1: 12.0235
[79] valid_0's poisson: -106.731 valid_0's l1: 12.0202
[80] valid_0's poisson: -106.708 valid_0's l1: 12.0191
[81] valid_0's poisson: -106.672 valid_0's l1: 12.0165
[82] valid_0's poisson: -106.707 valid_0's l1: 12.0153
[83] valid_0's poisson: -106.708 valid_0's l1: 12.0129
[84] valid_0's poisson: -106.684 valid_0's l1: 12.0092
[85] valid_0's poisson: -106.713 valid_0's l1: 11.9048
[86] valid_0's poisson: -106.691 valid_0's l1: 11.8996
[87] valid_0's poisson: -106.707 valid_0's l1: 11.8944
[88] valid_0's poisson: -106.711 valid_0's l1: 11.8901
[89] valid_0's poisson: -106.708 valid_0's l1: 11.8901
[90] valid_0's poisson: -106.706 valid_0's l1: 11.8927
[91] valid_0's poisson: -106.696 valid_0's l1: 11.8828
[92] valid_0's poisson: -106.689 valid_0's l1: 11.8709
[93] valid_0's poisson: -106.685 valid_0's l1: 11.8618
[94] valid_0's poisson: -106.703 valid_0's l1: 11.8584
[95] valid_0's poisson: -106.707 valid_0's l1: 11.8532
[96] valid_0's poisson: -106.707 valid_0's l1: 11.8508
[97] valid_0's poisson: -106.734 valid_0's l1: 11.8455
[98] valid_0's poisson: -106.726 valid_0's l1: 11.8467
[99] valid_0's poisson: -106.753 valid_0's l1: 11.8405
[100] valid_0's poisson: -106.755 valid_0's l1: 11.839
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.7433 valid_0's l1: 25.3795
[2] valid_0's poisson: -94.6011 valid_0's l1: 22.6615
[3] valid_0's poisson: -97.3582 valid_0's l1: 20.798
[4] valid_0's poisson: -99.0701 valid_0's l1: 19.7129
[5] valid_0's poisson: -101.632 valid_0's l1: 18.0801
[6] valid_0's poisson: -102.33 valid_0's l1: 17.5096
[7] valid_0's poisson: -103.628 valid_0's l1: 16.609
[8] valid_0's poisson: -104.186 valid_0's l1: 16.2755
[9] valid_0's poisson: -105.235 valid_0's l1: 15.4862
[10] valid_0's poisson: -105.477 valid_0's l1: 15.2087
[11] valid_0's poisson: -105.718 valid_0's l1: 14.9676
[12] valid_0's poisson: -105.577 valid_0's l1: 14.8455
[13] valid_0's poisson: -105.771 valid_0's l1: 14.5863
[14] valid_0's poisson: -105.944 valid_0's l1: 14.3806
[15] valid_0's poisson: -106.148 valid_0's l1: 14.0822
[16] valid_0's poisson: -106.11 valid_0's l1: 13.9625
[17] valid_0's poisson: -106.006 valid_0's l1: 13.8819
[18] valid_0's poisson: -106.116 valid_0's l1: 13.7805
[19] valid_0's poisson: -106.144 valid_0's l1: 13.7323
[20] valid_0's poisson: -106.307 valid_0's l1: 13.5486
[21] valid_0's poisson: -106.3 valid_0's l1: 13.5005
[22] valid_0's poisson: -106.236 valid_0's l1: 13.4714
[23] valid_0's poisson: -106.193 valid_0's l1: 13.4345
[24] valid_0's poisson: -106.222 valid_0's l1: 13.3706
[25] valid_0's poisson: -106.235 valid_0's l1: 13.3418
[26] valid_0's poisson: -106.247 valid_0's l1: 13.3019
[27] valid_0's poisson: -106.243 valid_0's l1: 13.2774
[28] valid_0's poisson: -106.273 valid_0's l1: 13.2689
[29] valid_0's poisson: -106.171 valid_0's l1: 13.2581
[30] valid_0's poisson: -106.247 valid_0's l1: 13.2345
[31] valid_0's poisson: -106.249 valid_0's l1: 13.2329
[32] valid_0's poisson: -106.209 valid_0's l1: 13.2078
[33] valid_0's poisson: -106.297 valid_0's l1: 13.1723
[34] valid_0's poisson: -106.572 valid_0's l1: 12.9419
[35] valid_0's poisson: -106.639 valid_0's l1: 12.9234
[36] valid_0's poisson: -106.65 valid_0's l1: 12.9003
[37] valid_0's poisson: -106.635 valid_0's l1: 12.8826
[38] valid_0's poisson: -106.577 valid_0's l1: 12.846
[39] valid_0's poisson: -106.515 valid_0's l1: 12.8312
[40] valid_0's poisson: -106.565 valid_0's l1: 12.7851
[41] valid_0's poisson: -106.568 valid_0's l1: 12.7728
[42] valid_0's poisson: -106.581 valid_0's l1: 12.7558
[43] valid_0's poisson: -106.602 valid_0's l1: 12.7492
[44] valid_0's poisson: -106.653 valid_0's l1: 12.5304
[45] valid_0's poisson: -106.666 valid_0's l1: 12.5026
[46] valid_0's poisson: -106.671 valid_0's l1: 12.4557
[47] valid_0's poisson: -106.671 valid_0's l1: 12.4371
[48] valid_0's poisson: -106.676 valid_0's l1: 12.4313
[49] valid_0's poisson: -106.732 valid_0's l1: 12.4256
[50] valid_0's poisson: -106.7 valid_0's l1: 12.4176
[51] valid_0's poisson: -106.635 valid_0's l1: 12.3896
[52] valid_0's poisson: -106.65 valid_0's l1: 12.3771
[53] valid_0's poisson: -106.618 valid_0's l1: 12.3674
[54] valid_0's poisson: -106.64 valid_0's l1: 12.3583
[55] valid_0's poisson: -106.652 valid_0's l1: 12.2434
[56] valid_0's poisson: -106.676 valid_0's l1: 12.2304
[57] valid_0's poisson: -106.711 valid_0's l1: 12.1959
[58] valid_0's poisson: -106.75 valid_0's l1: 12.1696
[59] valid_0's poisson: -106.752 valid_0's l1: 12.1591
[60] valid_0's poisson: -106.748 valid_0's l1: 12.1524
[61] valid_0's poisson: -106.808 valid_0's l1: 12.1425
[62] valid_0's poisson: -106.774 valid_0's l1: 12.1108
[63] valid_0's poisson: -106.764 valid_0's l1: 12.1052
[64] valid_0's poisson: -106.769 valid_0's l1: 12.1018
[65] valid_0's poisson: -106.75 valid_0's l1: 12.1013
[66] valid_0's poisson: -106.83 valid_0's l1: 12.0956
[67] valid_0's poisson: -106.806 valid_0's l1: 12.0904
[68] valid_0's poisson: -106.805 valid_0's l1: 12.0857
[69] valid_0's poisson: -106.733 valid_0's l1: 12.059
[70] valid_0's poisson: -106.801 valid_0's l1: 12.0526
[71] valid_0's poisson: -106.806 valid_0's l1: 12.0523
[72] valid_0's poisson: -106.697 valid_0's l1: 12.0446
[73] valid_0's poisson: -106.729 valid_0's l1: 12.0438
[74] valid_0's poisson: -106.716 valid_0's l1: 12.0272
[75] valid_0's poisson: -106.751 valid_0's l1: 12.0183
[76] valid_0's poisson: -106.782 valid_0's l1: 11.9866
[77] valid_0's poisson: -106.783 valid_0's l1: 11.986
[78] valid_0's poisson: -106.797 valid_0's l1: 11.9801
[79] valid_0's poisson: -106.728 valid_0's l1: 11.9402
[80] valid_0's poisson: -106.732 valid_0's l1: 11.9413
[81] valid_0's poisson: -106.737 valid_0's l1: 11.9278
[82] valid_0's poisson: -106.759 valid_0's l1: 11.9197
[83] valid_0's poisson: -106.797 valid_0's l1: 11.9021
[84] valid_0's poisson: -106.79 valid_0's l1: 11.9025
[85] valid_0's poisson: -106.81 valid_0's l1: 11.8968
[86] valid_0's poisson: -106.819 valid_0's l1: 11.8938
[87] valid_0's poisson: -106.841 valid_0's l1: 11.8949
[88] valid_0's poisson: -106.858 valid_0's l1: 11.8905
[89] valid_0's poisson: -106.877 valid_0's l1: 11.8707
[90] valid_0's poisson: -106.844 valid_0's l1: 11.872
[91] valid_0's poisson: -106.905 valid_0's l1: 11.8685
[92] valid_0's poisson: -106.901 valid_0's l1: 11.8554
[93] valid_0's poisson: -106.903 valid_0's l1: 11.8528
[94] valid_0's poisson: -106.886 valid_0's l1: 11.842
[95] valid_0's poisson: -106.817 valid_0's l1: 11.835
[96] valid_0's poisson: -106.788 valid_0's l1: 11.8176
[97] valid_0's poisson: -106.753 valid_0's l1: 11.8034
[98] valid_0's poisson: -106.753 valid_0's l1: 11.8061
[99] valid_0's poisson: -106.81 valid_0's l1: 11.7971
[100] valid_0's poisson: -106.821 valid_0's l1: 11.7884
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.7869 valid_0's l1: 25.3441
[2] valid_0's poisson: -94.6571 valid_0's l1: 22.6315
[3] valid_0's poisson: -97.5721 valid_0's l1: 20.6684
[4] valid_0's poisson: -101.017 valid_0's l1: 18.9162
[5] valid_0's poisson: -102.674 valid_0's l1: 17.6894
[6] valid_0's poisson: -103.549 valid_0's l1: 16.9294
[7] valid_0's poisson: -104.037 valid_0's l1: 16.3674
[8] valid_0's poisson: -104.273 valid_0's l1: 16.132
[9] valid_0's poisson: -105.404 valid_0's l1: 15.2766
[10] valid_0's poisson: -105.902 valid_0's l1: 14.6694
[11] valid_0's poisson: -106.105 valid_0's l1: 14.4263
[12] valid_0's poisson: -106.17 valid_0's l1: 14.3373
[13] valid_0's poisson: -106.275 valid_0's l1: 14.1772
[14] valid_0's poisson: -106.316 valid_0's l1: 14.0926
[15] valid_0's poisson: -106.351 valid_0's l1: 13.9289
[16] valid_0's poisson: -106.138 valid_0's l1: 13.8245
[17] valid_0's poisson: -106.145 valid_0's l1: 13.7685
[18] valid_0's poisson: -106.233 valid_0's l1: 13.6609
[19] valid_0's poisson: -106.172 valid_0's l1: 13.6011
[20] valid_0's poisson: -106.131 valid_0's l1: 13.5235
[21] valid_0's poisson: -106.128 valid_0's l1: 13.4442
[22] valid_0's poisson: -106.184 valid_0's l1: 13.3578
[23] valid_0's poisson: -106.238 valid_0's l1: 13.3122
[24] valid_0's poisson: -106.266 valid_0's l1: 13.2582
[25] valid_0's poisson: -106.254 valid_0's l1: 13.2392
[26] valid_0's poisson: -106.374 valid_0's l1: 13.1897
[27] valid_0's poisson: -106.348 valid_0's l1: 13.1744
[28] valid_0's poisson: -106.353 valid_0's l1: 13.1681
[29] valid_0's poisson: -106.313 valid_0's l1: 13.1424
[30] valid_0's poisson: -106.244 valid_0's l1: 13.1298
[31] valid_0's poisson: -106.274 valid_0's l1: 13.1033
[32] valid_0's poisson: -106.294 valid_0's l1: 13.0875
[33] valid_0's poisson: -106.352 valid_0's l1: 13.0574
[34] valid_0's poisson: -106.381 valid_0's l1: 13.0182
[35] valid_0's poisson: -106.349 valid_0's l1: 12.9874
[36] valid_0's poisson: -106.434 valid_0's l1: 12.8666
[37] valid_0's poisson: -106.392 valid_0's l1: 12.8524
[38] valid_0's poisson: -106.462 valid_0's l1: 12.7985
[39] valid_0's poisson: -106.464 valid_0's l1: 12.7653
[40] valid_0's poisson: -106.417 valid_0's l1: 12.7527
[41] valid_0's poisson: -106.473 valid_0's l1: 12.7509
[42] valid_0's poisson: -106.443 valid_0's l1: 12.7353
[43] valid_0's poisson: -106.463 valid_0's l1: 12.7242
[44] valid_0's poisson: -106.463 valid_0's l1: 12.7122
[45] valid_0's poisson: -106.532 valid_0's l1: 12.702
[46] valid_0's poisson: -106.513 valid_0's l1: 12.6992
[47] valid_0's poisson: -106.602 valid_0's l1: 12.4858
[48] valid_0's poisson: -106.634 valid_0's l1: 12.458
[49] valid_0's poisson: -106.488 valid_0's l1: 12.4512
[50] valid_0's poisson: -106.557 valid_0's l1: 12.446
[51] valid_0's poisson: -106.64 valid_0's l1: 12.4192
[52] valid_0's poisson: -106.613 valid_0's l1: 12.3924
[53] valid_0's poisson: -106.626 valid_0's l1: 12.3472
[54] valid_0's poisson: -106.6 valid_0's l1: 12.3437
[55] valid_0's poisson: -106.688 valid_0's l1: 12.3337
[56] valid_0's poisson: -106.669 valid_0's l1: 12.3314
[57] valid_0's poisson: -106.672 valid_0's l1: 12.3225
[58] valid_0's poisson: -106.67 valid_0's l1: 12.3173
[59] valid_0's poisson: -106.695 valid_0's l1: 12.28
[60] valid_0's poisson: -106.751 valid_0's l1: 12.1622
[61] valid_0's poisson: -106.811 valid_0's l1: 12.104
[62] valid_0's poisson: -106.835 valid_0's l1: 12.0925
[63] valid_0's poisson: -106.855 valid_0's l1: 12.0666
[64] valid_0's poisson: -106.903 valid_0's l1: 12.0622
[65] valid_0's poisson: -106.908 valid_0's l1: 12.0606
[66] valid_0's poisson: -106.851 valid_0's l1: 12.0423
[67] valid_0's poisson: -106.871 valid_0's l1: 12.0258
[68] valid_0's poisson: -106.835 valid_0's l1: 12.0261
[69] valid_0's poisson: -106.84 valid_0's l1: 12.0024
[70] valid_0's poisson: -106.877 valid_0's l1: 11.9837
[71] valid_0's poisson: -106.855 valid_0's l1: 11.9757
[72] valid_0's poisson: -106.9 valid_0's l1: 11.9808
[73] valid_0's poisson: -106.885 valid_0's l1: 11.9788
[74] valid_0's poisson: -106.779 valid_0's l1: 11.9477
[75] valid_0's poisson: -106.818 valid_0's l1: 11.9463
[76] valid_0's poisson: -106.744 valid_0's l1: 11.9439
[77] valid_0's poisson: -106.735 valid_0's l1: 11.9432
[78] valid_0's poisson: -106.783 valid_0's l1: 11.937
[79] valid_0's poisson: -106.755 valid_0's l1: 11.9327
[80] valid_0's poisson: -106.83 valid_0's l1: 11.9295
[81] valid_0's poisson: -106.843 valid_0's l1: 11.9264
[82] valid_0's poisson: -106.935 valid_0's l1: 11.9232
[83] valid_0's poisson: -106.873 valid_0's l1: 11.9274
[84] valid_0's poisson: -106.842 valid_0's l1: 11.9192
[85] valid_0's poisson: -106.859 valid_0's l1: 11.9063
[86] valid_0's poisson: -106.854 valid_0's l1: 11.9013
[87] valid_0's poisson: -106.828 valid_0's l1: 11.8999
[88] valid_0's poisson: -106.831 valid_0's l1: 11.8888
[89] valid_0's poisson: -106.841 valid_0's l1: 11.8841
[90] valid_0's poisson: -106.852 valid_0's l1: 11.8819
[91] valid_0's poisson: -106.864 valid_0's l1: 11.8687
[92] valid_0's poisson: -106.859 valid_0's l1: 11.8641
[93] valid_0's poisson: -106.87 valid_0's l1: 11.8635
[94] valid_0's poisson: -106.904 valid_0's l1: 11.8589
[95] valid_0's poisson: -106.891 valid_0's l1: 11.8572
[96] valid_0's poisson: -106.891 valid_0's l1: 11.8242
[97] valid_0's poisson: -106.871 valid_0's l1: 11.8002
[98] valid_0's poisson: -106.953 valid_0's l1: 11.7354
[99] valid_0's poisson: -106.985 valid_0's l1: 11.7106
[100] valid_0's poisson: -106.976 valid_0's l1: 11.7052
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.6142 valid_0's l1: 25.4176
[2] valid_0's poisson: -94.5173 valid_0's l1: 22.7093
[3] valid_0's poisson: -97.279 valid_0's l1: 20.8449
[4] valid_0's poisson: -98.5919 valid_0's l1: 19.9465
[5] valid_0's poisson: -101.688 valid_0's l1: 18.1106
[6] valid_0's poisson: -103.503 valid_0's l1: 17.0008
[7] valid_0's poisson: -104.187 valid_0's l1: 16.3747
[8] valid_0's poisson: -104.734 valid_0's l1: 15.9391
[9] valid_0's poisson: -105.193 valid_0's l1: 15.4767
[10] valid_0's poisson: -105.458 valid_0's l1: 15.185
[11] valid_0's poisson: -105.543 valid_0's l1: 15.0609
[12] valid_0's poisson: -105.737 valid_0's l1: 14.6057
[13] valid_0's poisson: -105.923 valid_0's l1: 14.4064
[14] valid_0's poisson: -106.059 valid_0's l1: 14.0444
[15] valid_0's poisson: -106.199 valid_0's l1: 13.7995
[16] valid_0's poisson: -106.146 valid_0's l1: 13.7079
[17] valid_0's poisson: -106.176 valid_0's l1: 13.6626
[18] valid_0's poisson: -106.264 valid_0's l1: 13.5911
[19] valid_0's poisson: -106.478 valid_0's l1: 13.372
[20] valid_0's poisson: -106.422 valid_0's l1: 13.3411
[21] valid_0's poisson: -106.373 valid_0's l1: 13.2903
[22] valid_0's poisson: -106.417 valid_0's l1: 13.2573
[23] valid_0's poisson: -106.499 valid_0's l1: 13.161
[24] valid_0's poisson: -106.44 valid_0's l1: 13.1077
[25] valid_0's poisson: -106.335 valid_0's l1: 13.0877
[26] valid_0's poisson: -106.321 valid_0's l1: 13.0635
[27] valid_0's poisson: -106.391 valid_0's l1: 13.0425
[28] valid_0's poisson: -106.522 valid_0's l1: 12.995
[29] valid_0's poisson: -106.506 valid_0's l1: 12.9764
[30] valid_0's poisson: -106.596 valid_0's l1: 12.9156
[31] valid_0's poisson: -106.638 valid_0's l1: 12.8965
[32] valid_0's poisson: -106.632 valid_0's l1: 12.8714
[33] valid_0's poisson: -106.575 valid_0's l1: 12.8538
[34] valid_0's poisson: -106.607 valid_0's l1: 12.8453
[35] valid_0's poisson: -106.57 valid_0's l1: 12.835
[36] valid_0's poisson: -106.564 valid_0's l1: 12.8217
[37] valid_0's poisson: -106.659 valid_0's l1: 12.7654
[38] valid_0's poisson: -106.633 valid_0's l1: 12.7439
[39] valid_0's poisson: -106.68 valid_0's l1: 12.671
[40] valid_0's poisson: -106.72 valid_0's l1: 12.6377
[41] valid_0's poisson: -106.685 valid_0's l1: 12.6209
[42] valid_0's poisson: -106.683 valid_0's l1: 12.5837
[43] valid_0's poisson: -106.725 valid_0's l1: 12.5438
[44] valid_0's poisson: -106.641 valid_0's l1: 12.526
[45] valid_0's poisson: -106.585 valid_0's l1: 12.5179
[46] valid_0's poisson: -106.523 valid_0's l1: 12.5116
[47] valid_0's poisson: -106.53 valid_0's l1: 12.5091
[48] valid_0's poisson: -106.625 valid_0's l1: 12.4905
[49] valid_0's poisson: -106.619 valid_0's l1: 12.4794
[50] valid_0's poisson: -106.626 valid_0's l1: 12.4659
[51] valid_0's poisson: -106.689 valid_0's l1: 12.4326
[52] valid_0's poisson: -106.767 valid_0's l1: 12.3466
[53] valid_0's poisson: -106.774 valid_0's l1: 12.3283
[54] valid_0's poisson: -106.782 valid_0's l1: 12.3153
[55] valid_0's poisson: -106.768 valid_0's l1: 12.3125
[56] valid_0's poisson: -106.772 valid_0's l1: 12.2966
[57] valid_0's poisson: -106.787 valid_0's l1: 12.2929
[58] valid_0's poisson: -106.788 valid_0's l1: 12.2822
[59] valid_0's poisson: -106.79 valid_0's l1: 12.2704
[60] valid_0's poisson: -106.801 valid_0's l1: 12.2617
[61] valid_0's poisson: -106.83 valid_0's l1: 12.2606
[62] valid_0's poisson: -106.704 valid_0's l1: 12.2593
[63] valid_0's poisson: -106.66 valid_0's l1: 12.2507
[64] valid_0's poisson: -106.799 valid_0's l1: 12.2395
[65] valid_0's poisson: -106.767 valid_0's l1: 12.2368
[66] valid_0's poisson: -106.792 valid_0's l1: 12.2354
[67] valid_0's poisson: -106.749 valid_0's l1: 12.2162
[68] valid_0's poisson: -106.706 valid_0's l1: 12.2077
[69] valid_0's poisson: -106.745 valid_0's l1: 12.1764
[70] valid_0's poisson: -106.707 valid_0's l1: 12.1568
[71] valid_0's poisson: -106.735 valid_0's l1: 12.1451
[72] valid_0's poisson: -106.736 valid_0's l1: 12.1437
[73] valid_0's poisson: -106.741 valid_0's l1: 12.138
[74] valid_0's poisson: -106.755 valid_0's l1: 12.1357
[75] valid_0's poisson: -106.527 valid_0's l1: 12.1012
[76] valid_0's poisson: -106.557 valid_0's l1: 12.0991
[77] valid_0's poisson: -106.436 valid_0's l1: 12.0494
[78] valid_0's poisson: -106.586 valid_0's l1: 12.0355
[79] valid_0's poisson: -106.517 valid_0's l1: 12.0298
[80] valid_0's poisson: -106.533 valid_0's l1: 11.9504
[81] valid_0's poisson: -106.5 valid_0's l1: 11.9418
[82] valid_0's poisson: -106.529 valid_0's l1: 11.9379
[83] valid_0's poisson: -106.522 valid_0's l1: 11.9379
[84] valid_0's poisson: -106.492 valid_0's l1: 11.9369
[85] valid_0's poisson: -106.501 valid_0's l1: 11.9357
[86] valid_0's poisson: -106.429 valid_0's l1: 11.9271
[87] valid_0's poisson: -106.42 valid_0's l1: 11.9318
[88] valid_0's poisson: -106.447 valid_0's l1: 11.9236
[89] valid_0's poisson: -106.393 valid_0's l1: 11.9081
[90] valid_0's poisson: -106.396 valid_0's l1: 11.9017
[91] valid_0's poisson: -106.396 valid_0's l1: 11.9027
[92] valid_0's poisson: -106.451 valid_0's l1: 11.9023
[93] valid_0's poisson: -106.445 valid_0's l1: 11.897
[94] valid_0's poisson: -106.362 valid_0's l1: 11.893
[95] valid_0's poisson: -106.376 valid_0's l1: 11.8885
[96] valid_0's poisson: -106.42 valid_0's l1: 11.8842
[97] valid_0's poisson: -106.508 valid_0's l1: 11.8635
[98] valid_0's poisson: -106.444 valid_0's l1: 11.8602
[99] valid_0's poisson: -106.453 valid_0's l1: 11.8591
[100] valid_0's poisson: -106.469 valid_0's l1: 11.858
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.6142 valid_0's l1: 25.4176
[2] valid_0's poisson: -94.4537 valid_0's l1: 22.7325
[3] valid_0's poisson: -97.1739 valid_0's l1: 20.8668
[4] valid_0's poisson: -100.652 valid_0's l1: 19.1592
[5] valid_0's poisson: -101.706 valid_0's l1: 18.1899
[6] valid_0's poisson: -103.669 valid_0's l1: 16.9472
[7] valid_0's poisson: -104.655 valid_0's l1: 16.0208
[8] valid_0's poisson: -105.215 valid_0's l1: 15.5162
[9] valid_0's poisson: -105.405 valid_0's l1: 15.3066
[10] valid_0's poisson: -105.782 valid_0's l1: 14.8562
[11] valid_0's poisson: -105.939 valid_0's l1: 14.5844
[12] valid_0's poisson: -106.147 valid_0's l1: 14.2736
[13] valid_0's poisson: -106.104 valid_0's l1: 14.16
[14] valid_0's poisson: -106.285 valid_0's l1: 13.8208
[15] valid_0's poisson: -106.218 valid_0's l1: 13.6848
[16] valid_0's poisson: -106.131 valid_0's l1: 13.6486
[17] valid_0's poisson: -106.232 valid_0's l1: 13.6042
[18] valid_0's poisson: -106.146 valid_0's l1: 13.4999
[19] valid_0's poisson: -106.139 valid_0's l1: 13.4024
[20] valid_0's poisson: -105.899 valid_0's l1: 13.3098
[21] valid_0's poisson: -106.191 valid_0's l1: 13.1933
[22] valid_0's poisson: -106.044 valid_0's l1: 13.1124
[23] valid_0's poisson: -106.207 valid_0's l1: 13.0589
[24] valid_0's poisson: -106.374 valid_0's l1: 13.008
[25] valid_0's poisson: -106.299 valid_0's l1: 12.9821
[26] valid_0's poisson: -106.382 valid_0's l1: 12.9693
[27] valid_0's poisson: -106.376 valid_0's l1: 12.955
[28] valid_0's poisson: -106.402 valid_0's l1: 12.9445
[29] valid_0's poisson: -106.276 valid_0's l1: 12.935
[30] valid_0's poisson: -106.277 valid_0's l1: 12.9244
[31] valid_0's poisson: -106.383 valid_0's l1: 12.904
[32] valid_0's poisson: -106.352 valid_0's l1: 12.8708
[33] valid_0's poisson: -106.625 valid_0's l1: 12.6869
[34] valid_0's poisson: -106.554 valid_0's l1: 12.6738
[35] valid_0's poisson: -106.556 valid_0's l1: 12.6587
[36] valid_0's poisson: -106.524 valid_0's l1: 12.6381
[37] valid_0's poisson: -106.545 valid_0's l1: 12.6158
[38] valid_0's poisson: -106.607 valid_0's l1: 12.5913
[39] valid_0's poisson: -106.741 valid_0's l1: 12.5512
[40] valid_0's poisson: -106.612 valid_0's l1: 12.5281
[41] valid_0's poisson: -106.647 valid_0's l1: 12.4979
[42] valid_0's poisson: -106.667 valid_0's l1: 12.4766
[43] valid_0's poisson: -106.702 valid_0's l1: 12.4582
[44] valid_0's poisson: -106.677 valid_0's l1: 12.4201
[45] valid_0's poisson: -106.646 valid_0's l1: 12.4145
[46] valid_0's poisson: -106.669 valid_0's l1: 12.4082
[47] valid_0's poisson: -106.631 valid_0's l1: 12.3879
[48] valid_0's poisson: -106.591 valid_0's l1: 12.3852
[49] valid_0's poisson: -106.706 valid_0's l1: 12.3652
[50] valid_0's poisson: -106.64 valid_0's l1: 12.3336
[51] valid_0's poisson: -106.581 valid_0's l1: 12.3244
[52] valid_0's poisson: -106.54 valid_0's l1: 12.3165
[53] valid_0's poisson: -106.407 valid_0's l1: 12.2981
[54] valid_0's poisson: -106.356 valid_0's l1: 12.2906
[55] valid_0's poisson: -106.438 valid_0's l1: 12.2869
[56] valid_0's poisson: -106.446 valid_0's l1: 12.2857
[57] valid_0's poisson: -106.45 valid_0's l1: 12.2772
[58] valid_0's poisson: -106.355 valid_0's l1: 12.2695
[59] valid_0's poisson: -106.322 valid_0's l1: 12.2628
[60] valid_0's poisson: -106.471 valid_0's l1: 12.2482
[61] valid_0's poisson: -106.524 valid_0's l1: 12.2437
[62] valid_0's poisson: -106.587 valid_0's l1: 12.2262
[63] valid_0's poisson: -106.584 valid_0's l1: 12.2222
[64] valid_0's poisson: -106.616 valid_0's l1: 12.2124
[65] valid_0's poisson: -106.73 valid_0's l1: 12.1339
[66] valid_0's poisson: -106.83 valid_0's l1: 12.0044
[67] valid_0's poisson: -106.833 valid_0's l1: 11.9982
[68] valid_0's poisson: -106.696 valid_0's l1: 11.9851
[69] valid_0's poisson: -106.641 valid_0's l1: 11.9796
[70] valid_0's poisson: -106.671 valid_0's l1: 11.9745
[71] valid_0's poisson: -106.666 valid_0's l1: 11.9714
[72] valid_0's poisson: -106.666 valid_0's l1: 11.9631
[73] valid_0's poisson: -106.759 valid_0's l1: 11.9592
[74] valid_0's poisson: -106.825 valid_0's l1: 11.9241
[75] valid_0's poisson: -106.804 valid_0's l1: 11.92
[76] valid_0's poisson: -106.818 valid_0's l1: 11.9152
[77] valid_0's poisson: -106.833 valid_0's l1: 11.8987
[78] valid_0's poisson: -106.795 valid_0's l1: 11.8432
[79] valid_0's poisson: -106.808 valid_0's l1: 11.8432
[80] valid_0's poisson: -106.817 valid_0's l1: 11.8415
[81] valid_0's poisson: -106.793 valid_0's l1: 11.816
[82] valid_0's poisson: -106.765 valid_0's l1: 11.8068
[83] valid_0's poisson: -106.767 valid_0's l1: 11.8034
[84] valid_0's poisson: -106.713 valid_0's l1: 11.7957
[85] valid_0's poisson: -106.709 valid_0's l1: 11.7831
[86] valid_0's poisson: -106.77 valid_0's l1: 11.7669
[87] valid_0's poisson: -106.759 valid_0's l1: 11.7577
[88] valid_0's poisson: -106.769 valid_0's l1: 11.7535
[89] valid_0's poisson: -106.748 valid_0's l1: 11.7606
[90] valid_0's poisson: -106.748 valid_0's l1: 11.7685
[91] valid_0's poisson: -106.737 valid_0's l1: 11.7633
[92] valid_0's poisson: -106.681 valid_0's l1: 11.7616
[93] valid_0's poisson: -106.653 valid_0's l1: 11.7509
[94] valid_0's poisson: -106.737 valid_0's l1: 11.7433
[95] valid_0's poisson: -106.637 valid_0's l1: 11.725
[96] valid_0's poisson: -106.745 valid_0's l1: 11.7216
[97] valid_0's poisson: -106.721 valid_0's l1: 11.6987
[98] valid_0's poisson: -106.733 valid_0's l1: 11.6927
[99] valid_0's poisson: -106.75 valid_0's l1: 11.6842
[100] valid_0's poisson: -106.75 valid_0's l1: 11.6835
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.2553 valid_0's l1: 29.0476
[2] valid_0's poisson: -82.0774 valid_0's l1: 28.7435
[3] valid_0's poisson: -82.8755 valid_0's l1: 28.4422
[4] valid_0's poisson: -83.6347 valid_0's l1: 28.1429
[5] valid_0's poisson: -84.3581 valid_0's l1: 27.8492
[6] valid_0's poisson: -85.0404 valid_0's l1: 27.5628
[7] valid_0's poisson: -85.7204 valid_0's l1: 27.2755
[8] valid_0's poisson: -86.3479 valid_0's l1: 26.9998
[9] valid_0's poisson: -86.9752 valid_0's l1: 26.7214
[10] valid_0's poisson: -87.5392 valid_0's l1: 26.4614
[11] valid_0's poisson: -88.0676 valid_0's l1: 26.2107
[12] valid_0's poisson: -88.6083 valid_0's l1: 25.9517
[13] valid_0's poisson: -89.1169 valid_0's l1: 25.7002
[14] valid_0's poisson: -89.6129 valid_0's l1: 25.4512
[15] valid_0's poisson: -90.1609 valid_0's l1: 25.1955
[16] valid_0's poisson: -90.621 valid_0's l1: 24.9557
[17] valid_0's poisson: -91.1211 valid_0's l1: 24.7093
[18] valid_0's poisson: -91.5109 valid_0's l1: 24.4949
[19] valid_0's poisson: -91.9051 valid_0's l1: 24.274
[20] valid_0's poisson: -92.3327 valid_0's l1: 24.0458
[21] valid_0's poisson: -92.7289 valid_0's l1: 23.8253
[22] valid_0's poisson: -93.1142 valid_0's l1: 23.61
[23] valid_0's poisson: -93.4816 valid_0's l1: 23.4015
[24] valid_0's poisson: -93.8364 valid_0's l1: 23.1962
[25] valid_0's poisson: -94.401 valid_0's l1: 22.9556
[26] valid_0's poisson: -94.8834 valid_0's l1: 22.7361
[27] valid_0's poisson: -95.383 valid_0's l1: 22.5
[28] valid_0's poisson: -95.8432 valid_0's l1: 22.2722
[29] valid_0's poisson: -96.2552 valid_0's l1: 22.0585
[30] valid_0's poisson: -96.655 valid_0's l1: 21.8466
[31] valid_0's poisson: -97.0588 valid_0's l1: 21.6279
[32] valid_0's poisson: -97.406 valid_0's l1: 21.4281
[33] valid_0's poisson: -97.7361 valid_0's l1: 21.2358
[34] valid_0's poisson: -98.0968 valid_0's l1: 21.0324
[35] valid_0's poisson: -98.4118 valid_0's l1: 20.8375
[36] valid_0's poisson: -98.6991 valid_0's l1: 20.6555
[37] valid_0's poisson: -99.0231 valid_0's l1: 20.4542
[38] valid_0's poisson: -99.3058 valid_0's l1: 20.2695
[39] valid_0's poisson: -99.6003 valid_0's l1: 20.0785
[40] valid_0's poisson: -99.8587 valid_0's l1: 19.9005
[41] valid_0's poisson: -100.116 valid_0's l1: 19.7219
[42] valid_0's poisson: -100.353 valid_0's l1: 19.553
[43] valid_0's poisson: -100.588 valid_0's l1: 19.382
[44] valid_0's poisson: -100.816 valid_0's l1: 19.2128
[45] valid_0's poisson: -101.005 valid_0's l1: 19.0631
[46] valid_0's poisson: -101.221 valid_0's l1: 18.8996
[47] valid_0's poisson: -101.396 valid_0's l1: 18.7557
[48] valid_0's poisson: -101.608 valid_0's l1: 18.5939
[49] valid_0's poisson: -101.781 valid_0's l1: 18.4527
[50] valid_0's poisson: -101.96 valid_0's l1: 18.3077
[51] valid_0's poisson: -102.142 valid_0's l1: 18.1611
[52] valid_0's poisson: -102.305 valid_0's l1: 18.0273
[53] valid_0's poisson: -102.461 valid_0's l1: 17.8966
[54] valid_0's poisson: -102.627 valid_0's l1: 17.7637
[55] valid_0's poisson: -102.788 valid_0's l1: 17.6348
[56] valid_0's poisson: -102.938 valid_0's l1: 17.5079
[57] valid_0's poisson: -103.086 valid_0's l1: 17.3864
[58] valid_0's poisson: -103.232 valid_0's l1: 17.2617
[59] valid_0's poisson: -103.372 valid_0's l1: 17.1433
[60] valid_0's poisson: -103.501 valid_0's l1: 17.0267
[61] valid_0's poisson: -103.629 valid_0's l1: 16.9117
[62] valid_0's poisson: -103.768 valid_0's l1: 16.7886
[63] valid_0's poisson: -103.899 valid_0's l1: 16.6725
[64] valid_0's poisson: -104.027 valid_0's l1: 16.557
[65] valid_0's poisson: -104.126 valid_0's l1: 16.4578
[66] valid_0's poisson: -104.236 valid_0's l1: 16.3519
[67] valid_0's poisson: -104.334 valid_0's l1: 16.252
[68] valid_0's poisson: -104.4 valid_0's l1: 16.1799
[69] valid_0's poisson: -104.505 valid_0's l1: 16.0795
[70] valid_0's poisson: -104.585 valid_0's l1: 15.995
[71] valid_0's poisson: -104.689 valid_0's l1: 15.894
[72] valid_0's poisson: -104.762 valid_0's l1: 15.8145
[73] valid_0's poisson: -104.851 valid_0's l1: 15.7255
[74] valid_0's poisson: -104.941 valid_0's l1: 15.6325
[75] valid_0's poisson: -105.026 valid_0's l1: 15.5471
[76] valid_0's poisson: -105.113 valid_0's l1: 15.4605
[77] valid_0's poisson: -105.196 valid_0's l1: 15.3747
[78] valid_0's poisson: -105.254 valid_0's l1: 15.3082
[79] valid_0's poisson: -105.311 valid_0's l1: 15.2429
[80] valid_0's poisson: -105.387 valid_0's l1: 15.1643
[81] valid_0's poisson: -105.465 valid_0's l1: 15.0848
[82] valid_0's poisson: -105.538 valid_0's l1: 15.0105
[83] valid_0's poisson: -105.609 valid_0's l1: 14.9366
[84] valid_0's poisson: -105.66 valid_0's l1: 14.8768
[85] valid_0's poisson: -105.727 valid_0's l1: 14.806
[86] valid_0's poisson: -105.792 valid_0's l1: 14.7354
[87] valid_0's poisson: -105.842 valid_0's l1: 14.6798
[88] valid_0's poisson: -105.888 valid_0's l1: 14.6246
[89] valid_0's poisson: -105.944 valid_0's l1: 14.5629
[90] valid_0's poisson: -105.994 valid_0's l1: 14.5033
[91] valid_0's poisson: -106.052 valid_0's l1: 14.4393
[92] valid_0's poisson: -106.1 valid_0's l1: 14.3837
[93] valid_0's poisson: -106.153 valid_0's l1: 14.3249
[94] valid_0's poisson: -106.195 valid_0's l1: 14.2766
[95] valid_0's poisson: -106.25 valid_0's l1: 14.2095
[96] valid_0's poisson: -106.303 valid_0's l1: 14.1501
[97] valid_0's poisson: -106.36 valid_0's l1: 14.0843
[98] valid_0's poisson: -106.401 valid_0's l1: 14.037
[99] valid_0's poisson: -106.455 valid_0's l1: 13.9739
[100] valid_0's poisson: -106.492 valid_0's l1: 13.9279
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.2594 valid_0's l1: 29.0475
[2] valid_0's poisson: -82.1156 valid_0's l1: 28.7392
[3] valid_0's poisson: -82.9425 valid_0's l1: 28.4327
[4] valid_0's poisson: -83.7024 valid_0's l1: 28.1344
[5] valid_0's poisson: -84.4241 valid_0's l1: 27.84
[6] valid_0's poisson: -85.1385 valid_0's l1: 27.5435
[7] valid_0's poisson: -85.788 valid_0's l1: 27.2584
[8] valid_0's poisson: -86.4561 valid_0's l1: 26.9711
[9] valid_0's poisson: -87.0543 valid_0's l1: 26.699
[10] valid_0's poisson: -87.6502 valid_0's l1: 26.4258
[11] valid_0's poisson: -88.2631 valid_0's l1: 26.1521
[12] valid_0's poisson: -88.8678 valid_0's l1: 25.8799
[13] valid_0's poisson: -89.4319 valid_0's l1: 25.6161
[14] valid_0's poisson: -89.9265 valid_0's l1: 25.3656
[15] valid_0's poisson: -90.3777 valid_0's l1: 25.1297
[16] valid_0's poisson: -90.8492 valid_0's l1: 24.8842
[17] valid_0's poisson: -91.2934 valid_0's l1: 24.6494
[18] valid_0's poisson: -91.7243 valid_0's l1: 24.4158
[19] valid_0's poisson: -92.1134 valid_0's l1: 24.1985
[20] valid_0's poisson: -92.5432 valid_0's l1: 23.9685
[21] valid_0's poisson: -92.9741 valid_0's l1: 23.7431
[22] valid_0's poisson: -93.3073 valid_0's l1: 23.5462
[23] valid_0's poisson: -93.6664 valid_0's l1: 23.3382
[24] valid_0's poisson: -94.0207 valid_0's l1: 23.1305
[25] valid_0's poisson: -94.5802 valid_0's l1: 22.8875
[26] valid_0's poisson: -95.0849 valid_0's l1: 22.6504
[27] valid_0's poisson: -95.5328 valid_0's l1: 22.4342
[28] valid_0's poisson: -95.8285 valid_0's l1: 22.2427
[29] valid_0's poisson: -96.2974 valid_0's l1: 22.0189
[30] valid_0's poisson: -96.7009 valid_0's l1: 21.8046
[31] valid_0's poisson: -97.0817 valid_0's l1: 21.5986
[32] valid_0's poisson: -97.4448 valid_0's l1: 21.3996
[33] valid_0's poisson: -97.7882 valid_0's l1: 21.2052
[34] valid_0's poisson: -98.1263 valid_0's l1: 21.0031
[35] valid_0's poisson: -98.4519 valid_0's l1: 20.8018
[36] valid_0's poisson: -98.7813 valid_0's l1: 20.6066
[37] valid_0's poisson: -99.0803 valid_0's l1: 20.4212
[38] valid_0's poisson: -99.3858 valid_0's l1: 20.2282
[39] valid_0's poisson: -99.642 valid_0's l1: 20.0557
[40] valid_0's poisson: -99.8985 valid_0's l1: 19.8756
[41] valid_0's poisson: -100.145 valid_0's l1: 19.703
[42] valid_0's poisson: -100.404 valid_0's l1: 19.5211
[43] valid_0's poisson: -100.636 valid_0's l1: 19.353
[44] valid_0's poisson: -100.862 valid_0's l1: 19.1857
[45] valid_0's poisson: -101.08 valid_0's l1: 19.0207
[46] valid_0's poisson: -101.267 valid_0's l1: 18.8683
[47] valid_0's poisson: -101.441 valid_0's l1: 18.7244
[48] valid_0's poisson: -101.621 valid_0's l1: 18.5826
[49] valid_0's poisson: -101.817 valid_0's l1: 18.4311
[50] valid_0's poisson: -102.013 valid_0's l1: 18.2781
[51] valid_0's poisson: -102.204 valid_0's l1: 18.1276
[52] valid_0's poisson: -102.36 valid_0's l1: 17.9926
[53] valid_0's poisson: -102.527 valid_0's l1: 17.8549
[54] valid_0's poisson: -102.669 valid_0's l1: 17.7303
[55] valid_0's poisson: -102.81 valid_0's l1: 17.6061
[56] valid_0's poisson: -102.94 valid_0's l1: 17.4901
[57] valid_0's poisson: -103.098 valid_0's l1: 17.3635
[58] valid_0's poisson: -103.247 valid_0's l1: 17.2348
[59] valid_0's poisson: -103.379 valid_0's l1: 17.1156
[60] valid_0's poisson: -103.519 valid_0's l1: 16.9958
[61] valid_0's poisson: -103.612 valid_0's l1: 16.9005
[62] valid_0's poisson: -103.699 valid_0's l1: 16.8099
[63] valid_0's poisson: -103.827 valid_0's l1: 16.6966
[64] valid_0's poisson: -103.954 valid_0's l1: 16.5825
[65] valid_0's poisson: -104.074 valid_0's l1: 16.4727
[66] valid_0's poisson: -104.175 valid_0's l1: 16.3726
[67] valid_0's poisson: -104.265 valid_0's l1: 16.2805
[68] valid_0's poisson: -104.372 valid_0's l1: 16.1746
[69] valid_0's poisson: -104.455 valid_0's l1: 16.0879
[70] valid_0's poisson: -104.548 valid_0's l1: 15.992
[71] valid_0's poisson: -104.639 valid_0's l1: 15.8995
[72] valid_0's poisson: -104.738 valid_0's l1: 15.8025
[73] valid_0's poisson: -104.833 valid_0's l1: 15.7084
[74] valid_0's poisson: -104.898 valid_0's l1: 15.636
[75] valid_0's poisson: -104.989 valid_0's l1: 15.5414
[76] valid_0's poisson: -105.079 valid_0's l1: 15.4483
[77] valid_0's poisson: -105.162 valid_0's l1: 15.3594
[78] valid_0's poisson: -105.244 valid_0's l1: 15.2734
[79] valid_0's poisson: -105.322 valid_0's l1: 15.1884
[80] valid_0's poisson: -105.38 valid_0's l1: 15.1233
[81] valid_0's poisson: -105.456 valid_0's l1: 15.0422
[82] valid_0's poisson: -105.534 valid_0's l1: 14.9589
[83] valid_0's poisson: -105.597 valid_0's l1: 14.8856
[84] valid_0's poisson: -105.681 valid_0's l1: 14.7993
[85] valid_0's poisson: -105.75 valid_0's l1: 14.7248
[86] valid_0's poisson: -105.813 valid_0's l1: 14.653
[87] valid_0's poisson: -105.862 valid_0's l1: 14.5976
[88] valid_0's poisson: -105.926 valid_0's l1: 14.527
[89] valid_0's poisson: -105.975 valid_0's l1: 14.4635
[90] valid_0's poisson: -106.021 valid_0's l1: 14.4086
[91] valid_0's poisson: -106.063 valid_0's l1: 14.3571
[92] valid_0's poisson: -106.124 valid_0's l1: 14.2865
[93] valid_0's poisson: -106.184 valid_0's l1: 14.2175
[94] valid_0's poisson: -106.237 valid_0's l1: 14.1582
[95] valid_0's poisson: -106.28 valid_0's l1: 14.1084
[96] valid_0's poisson: -106.33 valid_0's l1: 14.0479
[97] valid_0's poisson: -106.38 valid_0's l1: 13.9868
[98] valid_0's poisson: -106.419 valid_0's l1: 13.9407
[99] valid_0's poisson: -106.468 valid_0's l1: 13.88
[100] valid_0's poisson: -106.519 valid_0's l1: 13.8174
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.2651 valid_0's l1: 29.0428
[2] valid_0's poisson: -82.0927 valid_0's l1: 28.7368
[3] valid_0's poisson: -82.9033 valid_0's l1: 28.4327
[4] valid_0's poisson: -83.6622 valid_0's l1: 28.1335
[5] valid_0's poisson: -84.3787 valid_0's l1: 27.8407
[6] valid_0's poisson: -85.1036 valid_0's l1: 27.5465
[7] valid_0's poisson: -85.7824 valid_0's l1: 27.259
[8] valid_0's poisson: -86.3928 valid_0's l1: 26.987
[9] valid_0's poisson: -86.9902 valid_0's l1: 26.7211
[10] valid_0's poisson: -87.5945 valid_0's l1: 26.4468
[11] valid_0's poisson: -88.1663 valid_0's l1: 26.1806
[12] valid_0's poisson: -88.7078 valid_0's l1: 25.9229
[13] valid_0's poisson: -89.2268 valid_0's l1: 25.6688
[14] valid_0's poisson: -89.7235 valid_0's l1: 25.4184
[15] valid_0's poisson: -90.2553 valid_0's l1: 25.1643
[16] valid_0's poisson: -90.7877 valid_0's l1: 24.9113
[17] valid_0's poisson: -91.2255 valid_0's l1: 24.6766
[18] valid_0's poisson: -91.6618 valid_0's l1: 24.4421
[19] valid_0's poisson: -92.0745 valid_0's l1: 24.2172
[20] valid_0's poisson: -92.4743 valid_0's l1: 23.9935
[21] valid_0's poisson: -92.8692 valid_0's l1: 23.7732
[22] valid_0's poisson: -93.251 valid_0's l1: 23.5582
[23] valid_0's poisson: -93.6163 valid_0's l1: 23.349
[24] valid_0's poisson: -93.991 valid_0's l1: 23.1388
[25] valid_0's poisson: -94.5708 valid_0's l1: 22.8941
[26] valid_0's poisson: -95.1356 valid_0's l1: 22.6467
[27] valid_0's poisson: -95.6418 valid_0's l1: 22.4138
[28] valid_0's poisson: -96.0472 valid_0's l1: 22.203
[29] valid_0's poisson: -96.5259 valid_0's l1: 21.9667
[30] valid_0's poisson: -96.8981 valid_0's l1: 21.7602
[31] valid_0's poisson: -97.1531 valid_0's l1: 21.5802
[32] valid_0's poisson: -97.5384 valid_0's l1: 21.3646
[33] valid_0's poisson: -97.9263 valid_0's l1: 21.1472
[34] valid_0's poisson: -98.286 valid_0's l1: 20.9384
[35] valid_0's poisson: -98.6009 valid_0's l1: 20.745
[36] valid_0's poisson: -98.9042 valid_0's l1: 20.5554
[37] valid_0's poisson: -99.1883 valid_0's l1: 20.366
[38] valid_0's poisson: -99.4666 valid_0's l1: 20.1814
[39] valid_0's poisson: -99.7356 valid_0's l1: 20
[40] valid_0's poisson: -99.9119 valid_0's l1: 19.8555
[41] valid_0's poisson: -100.192 valid_0's l1: 19.6671
[42] valid_0's poisson: -100.443 valid_0's l1: 19.4922
[43] valid_0's poisson: -100.696 valid_0's l1: 19.3156
[44] valid_0's poisson: -100.923 valid_0's l1: 19.151
[45] valid_0's poisson: -101.144 valid_0's l1: 18.988
[46] valid_0's poisson: -101.283 valid_0's l1: 18.8633
[47] valid_0's poisson: -101.496 valid_0's l1: 18.7068
[48] valid_0's poisson: -101.675 valid_0's l1: 18.5607
[49] valid_0's poisson: -101.873 valid_0's l1: 18.4058
[50] valid_0's poisson: -102.062 valid_0's l1: 18.2598
[51] valid_0's poisson: -102.24 valid_0's l1: 18.1154
[52] valid_0's poisson: -102.408 valid_0's l1: 17.9793
[53] valid_0's poisson: -102.575 valid_0's l1: 17.8404
[54] valid_0's poisson: -102.736 valid_0's l1: 17.7049
[55] valid_0's poisson: -102.893 valid_0's l1: 17.5732
[56] valid_0's poisson: -103.042 valid_0's l1: 17.4468
[57] valid_0's poisson: -103.14 valid_0's l1: 17.351
[58] valid_0's poisson: -103.285 valid_0's l1: 17.2326
[59] valid_0's poisson: -103.431 valid_0's l1: 17.1072
[60] valid_0's poisson: -103.55 valid_0's l1: 16.9961
[61] valid_0's poisson: -103.68 valid_0's l1: 16.8843
[62] valid_0's poisson: -103.806 valid_0's l1: 16.7757
[63] valid_0's poisson: -103.936 valid_0's l1: 16.6601
[64] valid_0's poisson: -104.065 valid_0's l1: 16.5421
[65] valid_0's poisson: -104.179 valid_0's l1: 16.4368
[66] valid_0's poisson: -104.297 valid_0's l1: 16.3271
[67] valid_0's poisson: -104.407 valid_0's l1: 16.224
[68] valid_0's poisson: -104.482 valid_0's l1: 16.1431
[69] valid_0's poisson: -104.589 valid_0's l1: 16.0356
[70] valid_0's poisson: -104.687 valid_0's l1: 15.9418
[71] valid_0's poisson: -104.782 valid_0's l1: 15.8484
[72] valid_0's poisson: -104.879 valid_0's l1: 15.7527
[73] valid_0's poisson: -104.975 valid_0's l1: 15.6567
[74] valid_0's poisson: -105.067 valid_0's l1: 15.5622
[75] valid_0's poisson: -105.157 valid_0's l1: 15.4679
[76] valid_0's poisson: -105.235 valid_0's l1: 15.3864
[77] valid_0's poisson: -105.316 valid_0's l1: 15.3024
[78] valid_0's poisson: -105.381 valid_0's l1: 15.2291
[79] valid_0's poisson: -105.454 valid_0's l1: 15.1523
[80] valid_0's poisson: -105.533 valid_0's l1: 15.068
[81] valid_0's poisson: -105.612 valid_0's l1: 14.984
[82] valid_0's poisson: -105.689 valid_0's l1: 14.9011
[83] valid_0's poisson: -105.763 valid_0's l1: 14.82
[84] valid_0's poisson: -105.823 valid_0's l1: 14.7508
[85] valid_0's poisson: -105.89 valid_0's l1: 14.6762
[86] valid_0's poisson: -105.95 valid_0's l1: 14.6067
[87] valid_0's poisson: -106.013 valid_0's l1: 14.5384
[88] valid_0's poisson: -106.078 valid_0's l1: 14.4636
[89] valid_0's poisson: -106.143 valid_0's l1: 14.3902
[90] valid_0's poisson: -106.204 valid_0's l1: 14.3211
[91] valid_0's poisson: -106.266 valid_0's l1: 14.2502
[92] valid_0's poisson: -106.326 valid_0's l1: 14.1802
[93] valid_0's poisson: -106.385 valid_0's l1: 14.1102
[94] valid_0's poisson: -106.44 valid_0's l1: 14.0464
[95] valid_0's poisson: -106.493 valid_0's l1: 13.9846
[96] valid_0's poisson: -106.546 valid_0's l1: 13.9219
[97] valid_0's poisson: -106.584 valid_0's l1: 13.8726
[98] valid_0's poisson: -106.63 valid_0's l1: 13.8189
[99] valid_0's poisson: -106.677 valid_0's l1: 13.7655
[100] valid_0's poisson: -106.718 valid_0's l1: 13.7146
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.2666 valid_0's l1: 29.0454
[2] valid_0's poisson: -82.0982 valid_0's l1: 28.7401
[3] valid_0's poisson: -82.9134 valid_0's l1: 28.4336
[4] valid_0's poisson: -83.6661 valid_0's l1: 28.1397
[5] valid_0's poisson: -84.394 valid_0's l1: 27.8457
[6] valid_0's poisson: -85.1073 valid_0's l1: 27.5503
[7] valid_0's poisson: -85.7795 valid_0's l1: 27.2649
[8] valid_0's poisson: -86.4927 valid_0's l1: 26.9741
[9] valid_0's poisson: -87.0778 valid_0's l1: 26.7079
[10] valid_0's poisson: -87.7225 valid_0's l1: 26.4287
[11] valid_0's poisson: -88.3306 valid_0's l1: 26.1559
[12] valid_0's poisson: -88.8609 valid_0's l1: 25.8994
[13] valid_0's poisson: -89.3378 valid_0's l1: 25.6572
[14] valid_0's poisson: -89.8721 valid_0's l1: 25.3974
[15] valid_0's poisson: -90.3745 valid_0's l1: 25.1482
[16] valid_0's poisson: -90.8637 valid_0's l1: 24.901
[17] valid_0's poisson: -91.2677 valid_0's l1: 24.6816
[18] valid_0's poisson: -91.6638 valid_0's l1: 24.463
[19] valid_0's poisson: -92.0459 valid_0's l1: 24.2483
[20] valid_0's poisson: -92.448 valid_0's l1: 24.0241
[21] valid_0's poisson: -92.8456 valid_0's l1: 23.8003
[22] valid_0's poisson: -93.2271 valid_0's l1: 23.5832
[23] valid_0's poisson: -93.5775 valid_0's l1: 23.3754
[24] valid_0's poisson: -93.9359 valid_0's l1: 23.1657
[25] valid_0's poisson: -94.4923 valid_0's l1: 22.9228
[26] valid_0's poisson: -94.9996 valid_0's l1: 22.6881
[27] valid_0's poisson: -95.4607 valid_0's l1: 22.4633
[28] valid_0's poisson: -95.9325 valid_0's l1: 22.2344
[29] valid_0's poisson: -96.376 valid_0's l1: 22.0132
[30] valid_0's poisson: -96.7389 valid_0's l1: 21.8107
[31] valid_0's poisson: -97.17 valid_0's l1: 21.5832
[32] valid_0's poisson: -97.5252 valid_0's l1: 21.3842
[33] valid_0's poisson: -97.8579 valid_0's l1: 21.1906
[34] valid_0's poisson: -98.1496 valid_0's l1: 21.0057
[35] valid_0's poisson: -98.3653 valid_0's l1: 20.8429
[36] valid_0's poisson: -98.6981 valid_0's l1: 20.6376
[37] valid_0's poisson: -98.994 valid_0's l1: 20.4463
[38] valid_0's poisson: -99.288 valid_0's l1: 20.2584
[39] valid_0's poisson: -99.5757 valid_0's l1: 20.0752
[40] valid_0's poisson: -99.8474 valid_0's l1: 19.8892
[41] valid_0's poisson: -100.106 valid_0's l1: 19.7081
[42] valid_0's poisson: -100.336 valid_0's l1: 19.5436
[43] valid_0's poisson: -100.556 valid_0's l1: 19.3791
[44] valid_0's poisson: -100.785 valid_0's l1: 19.2148
[45] valid_0's poisson: -100.984 valid_0's l1: 19.0606
[46] valid_0's poisson: -101.209 valid_0's l1: 18.8951
[47] valid_0's poisson: -101.382 valid_0's l1: 18.7514
[48] valid_0's poisson: -101.583 valid_0's l1: 18.595
[49] valid_0's poisson: -101.776 valid_0's l1: 18.4459
[50] valid_0's poisson: -101.973 valid_0's l1: 18.2925
[51] valid_0's poisson: -102.163 valid_0's l1: 18.1438
[52] valid_0's poisson: -102.325 valid_0's l1: 18.0046
[53] valid_0's poisson: -102.477 valid_0's l1: 17.8737
[54] valid_0's poisson: -102.626 valid_0's l1: 17.7472
[55] valid_0's poisson: -102.786 valid_0's l1: 17.6165
[56] valid_0's poisson: -102.92 valid_0's l1: 17.4973
[57] valid_0's poisson: -103.071 valid_0's l1: 17.3703
[58] valid_0's poisson: -103.196 valid_0's l1: 17.2561
[59] valid_0's poisson: -103.339 valid_0's l1: 17.1326
[60] valid_0's poisson: -103.47 valid_0's l1: 17.0164
[61] valid_0's poisson: -103.577 valid_0's l1: 16.913
[62] valid_0's poisson: -103.664 valid_0's l1: 16.8223
[63] valid_0's poisson: -103.789 valid_0's l1: 16.7092
[64] valid_0's poisson: -103.863 valid_0's l1: 16.6267
[65] valid_0's poisson: -103.985 valid_0's l1: 16.5178
[66] valid_0's poisson: -104.104 valid_0's l1: 16.41
[67] valid_0's poisson: -104.195 valid_0's l1: 16.3179
[68] valid_0's poisson: -104.286 valid_0's l1: 16.2264
[69] valid_0's poisson: -104.4 valid_0's l1: 16.1198
[70] valid_0's poisson: -104.468 valid_0's l1: 16.0445
[71] valid_0's poisson: -104.546 valid_0's l1: 15.9612
[72] valid_0's poisson: -104.614 valid_0's l1: 15.8872
[73] valid_0's poisson: -104.678 valid_0's l1: 15.8163
[74] valid_0's poisson: -104.783 valid_0's l1: 15.7187
[75] valid_0's poisson: -104.884 valid_0's l1: 15.624
[76] valid_0's poisson: -104.975 valid_0's l1: 15.5385
[77] valid_0's poisson: -105.034 valid_0's l1: 15.4718
[78] valid_0's poisson: -105.121 valid_0's l1: 15.388
[79] valid_0's poisson: -105.203 valid_0's l1: 15.3035
[80] valid_0's poisson: -105.285 valid_0's l1: 15.224
[81] valid_0's poisson: -105.363 valid_0's l1: 15.1458
[82] valid_0's poisson: -105.43 valid_0's l1: 15.0768
[83] valid_0's poisson: -105.502 valid_0's l1: 15.0041
[84] valid_0's poisson: -105.552 valid_0's l1: 14.9458
[85] valid_0's poisson: -105.626 valid_0's l1: 14.8667
[86] valid_0's poisson: -105.689 valid_0's l1: 14.798
[87] valid_0's poisson: -105.732 valid_0's l1: 14.7457
[88] valid_0's poisson: -105.792 valid_0's l1: 14.6783
[89] valid_0's poisson: -105.868 valid_0's l1: 14.603
[90] valid_0's poisson: -105.94 valid_0's l1: 14.5299
[91] valid_0's poisson: -106.011 valid_0's l1: 14.4576
[92] valid_0's poisson: -106.079 valid_0's l1: 14.3818
[93] valid_0's poisson: -106.134 valid_0's l1: 14.3214
[94] valid_0's poisson: -106.199 valid_0's l1: 14.2487
[95] valid_0's poisson: -106.237 valid_0's l1: 14.203
[96] valid_0's poisson: -106.274 valid_0's l1: 14.1572
[97] valid_0's poisson: -106.311 valid_0's l1: 14.1112
[98] valid_0's poisson: -106.37 valid_0's l1: 14.0433
[99] valid_0's poisson: -106.423 valid_0's l1: 13.9846
[100] valid_0's poisson: -106.465 valid_0's l1: 13.9355
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.2659 valid_0's l1: 29.0415
[2] valid_0's poisson: -82.0965 valid_0's l1: 28.7337
[3] valid_0's poisson: -82.9147 valid_0's l1: 28.4258
[4] valid_0's poisson: -83.6856 valid_0's l1: 28.123
[5] valid_0's poisson: -84.4168 valid_0's l1: 27.8302
[6] valid_0's poisson: -85.1345 valid_0's l1: 27.5345
[7] valid_0's poisson: -85.8111 valid_0's l1: 27.2491
[8] valid_0's poisson: -86.4693 valid_0's l1: 26.965
[9] valid_0's poisson: -87.0852 valid_0's l1: 26.6883
[10] valid_0's poisson: -87.6333 valid_0's l1: 26.4282
[11] valid_0's poisson: -88.1909 valid_0's l1: 26.1671
[12] valid_0's poisson: -88.7289 valid_0's l1: 25.9084
[13] valid_0's poisson: -89.2156 valid_0's l1: 25.6654
[14] valid_0's poisson: -89.6781 valid_0's l1: 25.4288
[15] valid_0's poisson: -90.1394 valid_0's l1: 25.1917
[16] valid_0's poisson: -90.5791 valid_0's l1: 24.9628
[17] valid_0's poisson: -91.0102 valid_0's l1: 24.738
[18] valid_0's poisson: -91.4384 valid_0's l1: 24.5119
[19] valid_0's poisson: -91.8666 valid_0's l1: 24.2867
[20] valid_0's poisson: -92.2776 valid_0's l1: 24.0652
[21] valid_0's poisson: -92.6656 valid_0's l1: 23.8534
[22] valid_0's poisson: -93.0455 valid_0's l1: 23.6435
[23] valid_0's poisson: -93.6793 valid_0's l1: 23.3852
[24] valid_0's poisson: -94.0098 valid_0's l1: 23.1855
[25] valid_0's poisson: -94.5785 valid_0's l1: 22.94
[26] valid_0's poisson: -95.0295 valid_0's l1: 22.7247
[27] valid_0's poisson: -95.4789 valid_0's l1: 22.5047
[28] valid_0's poisson: -95.8657 valid_0's l1: 22.2984
[29] valid_0's poisson: -96.2828 valid_0's l1: 22.0827
[30] valid_0's poisson: -96.6773 valid_0's l1: 21.871
[31] valid_0's poisson: -97.0395 valid_0's l1: 21.6661
[32] valid_0's poisson: -97.4097 valid_0's l1: 21.4573
[33] valid_0's poisson: -97.7749 valid_0's l1: 21.2524
[34] valid_0's poisson: -98.1174 valid_0's l1: 21.0507
[35] valid_0's poisson: -98.4434 valid_0's l1: 20.8531
[36] valid_0's poisson: -98.7737 valid_0's l1: 20.6533
[37] valid_0's poisson: -99.1032 valid_0's l1: 20.4492
[38] valid_0's poisson: -99.3682 valid_0's l1: 20.2722
[39] valid_0's poisson: -99.6205 valid_0's l1: 20.093
[40] valid_0's poisson: -99.8615 valid_0's l1: 19.9234
[41] valid_0's poisson: -100.119 valid_0's l1: 19.7475
[42] valid_0's poisson: -100.372 valid_0's l1: 19.5709
[43] valid_0's poisson: -100.618 valid_0's l1: 19.394
[44] valid_0's poisson: -100.849 valid_0's l1: 19.2283
[45] valid_0's poisson: -101.062 valid_0's l1: 19.0687
[46] valid_0's poisson: -101.281 valid_0's l1: 18.9029
[47] valid_0's poisson: -101.484 valid_0's l1: 18.7469
[48] valid_0's poisson: -101.679 valid_0's l1: 18.5944
[49] valid_0's poisson: -101.844 valid_0's l1: 18.4567
[50] valid_0's poisson: -102.001 valid_0's l1: 18.3242
[51] valid_0's poisson: -102.156 valid_0's l1: 18.1991
[52] valid_0's poisson: -102.333 valid_0's l1: 18.0575
[53] valid_0's poisson: -102.516 valid_0's l1: 17.9102
[54] valid_0's poisson: -102.625 valid_0's l1: 17.8047
[55] valid_0's poisson: -102.797 valid_0's l1: 17.663
[56] valid_0's poisson: -102.958 valid_0's l1: 17.5261
[57] valid_0's poisson: -103.117 valid_0's l1: 17.3918
[58] valid_0's poisson: -103.264 valid_0's l1: 17.2634
[59] valid_0's poisson: -103.41 valid_0's l1: 17.1339
[60] valid_0's poisson: -103.497 valid_0's l1: 17.0426
[61] valid_0's poisson: -103.635 valid_0's l1: 16.9192
[62] valid_0's poisson: -103.76 valid_0's l1: 16.8025
[63] valid_0's poisson: -103.89 valid_0's l1: 16.6831
[64] valid_0's poisson: -104.009 valid_0's l1: 16.5736
[65] valid_0's poisson: -104.112 valid_0's l1: 16.4717
[66] valid_0's poisson: -104.202 valid_0's l1: 16.3803
[67] valid_0's poisson: -104.312 valid_0's l1: 16.2744
[68] valid_0's poisson: -104.421 valid_0's l1: 16.1738
[69] valid_0's poisson: -104.528 valid_0's l1: 16.0709
[70] valid_0's poisson: -104.611 valid_0's l1: 15.9827
[71] valid_0's poisson: -104.683 valid_0's l1: 15.901
[72] valid_0's poisson: -104.761 valid_0's l1: 15.8159
[73] valid_0's poisson: -104.827 valid_0's l1: 15.7433
[74] valid_0's poisson: -104.927 valid_0's l1: 15.6459
[75] valid_0's poisson: -104.999 valid_0's l1: 15.5709
[76] valid_0's poisson: -105.092 valid_0's l1: 15.4829
[77] valid_0's poisson: -105.162 valid_0's l1: 15.4051
[78] valid_0's poisson: -105.225 valid_0's l1: 15.3374
[79] valid_0's poisson: -105.311 valid_0's l1: 15.2526
[80] valid_0's poisson: -105.395 valid_0's l1: 15.166
[81] valid_0's poisson: -105.478 valid_0's l1: 15.0826
[82] valid_0's poisson: -105.556 valid_0's l1: 14.9998
[83] valid_0's poisson: -105.635 valid_0's l1: 14.9181
[84] valid_0's poisson: -105.708 valid_0's l1: 14.8379
[85] valid_0's poisson: -105.779 valid_0's l1: 14.7629
[86] valid_0's poisson: -105.845 valid_0's l1: 14.6885
[87] valid_0's poisson: -105.91 valid_0's l1: 14.6153
[88] valid_0's poisson: -105.973 valid_0's l1: 14.5441
[89] valid_0's poisson: -106.028 valid_0's l1: 14.4845
[90] valid_0's poisson: -106.088 valid_0's l1: 14.4164
[91] valid_0's poisson: -106.139 valid_0's l1: 14.3553
[92] valid_0's poisson: -106.197 valid_0's l1: 14.291
[93] valid_0's poisson: -106.244 valid_0's l1: 14.2338
[94] valid_0's poisson: -106.29 valid_0's l1: 14.178
[95] valid_0's poisson: -106.348 valid_0's l1: 14.1136
[96] valid_0's poisson: -106.39 valid_0's l1: 14.0646
[97] valid_0's poisson: -106.443 valid_0's l1: 14.0049
[98] valid_0's poisson: -106.484 valid_0's l1: 13.9562
[99] valid_0's poisson: -106.526 valid_0's l1: 13.907
[100] valid_0's poisson: -106.573 valid_0's l1: 13.8547
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.6565 valid_0's l1: 28.1255
[2] valid_0's poisson: -86.4139 valid_0's l1: 26.9556
[3] valid_0's poisson: -88.7347 valid_0's l1: 25.8771
[4] valid_0's poisson: -90.8882 valid_0's l1: 24.8335
[5] valid_0's poisson: -92.6465 valid_0's l1: 23.8905
[6] valid_0's poisson: -94.0775 valid_0's l1: 23.0708
[7] valid_0's poisson: -96.1381 valid_0's l1: 22.1192
[8] valid_0's poisson: -97.7223 valid_0's l1: 21.2463
[9] valid_0's poisson: -98.9225 valid_0's l1: 20.505
[10] valid_0's poisson: -99.6313 valid_0's l1: 19.9223
[11] valid_0's poisson: -100.549 valid_0's l1: 19.2717
[12] valid_0's poisson: -101.477 valid_0's l1: 18.616
[13] valid_0's poisson: -102.122 valid_0's l1: 18.0816
[14] valid_0's poisson: -102.814 valid_0's l1: 17.5258
[15] valid_0's poisson: -103.468 valid_0's l1: 16.9909
[16] valid_0's poisson: -103.982 valid_0's l1: 16.532
[17] valid_0's poisson: -104.41 valid_0's l1: 16.1349
[18] valid_0's poisson: -104.836 valid_0's l1: 15.7219
[19] valid_0's poisson: -105.19 valid_0's l1: 15.3738
[20] valid_0's poisson: -105.533 valid_0's l1: 15.0247
[21] valid_0's poisson: -105.795 valid_0's l1: 14.7383
[22] valid_0's poisson: -106.043 valid_0's l1: 14.4589
[23] valid_0's poisson: -106.247 valid_0's l1: 14.2225
[24] valid_0's poisson: -106.482 valid_0's l1: 13.9528
[25] valid_0's poisson: -106.626 valid_0's l1: 13.7838
[26] valid_0's poisson: -106.772 valid_0's l1: 13.6083
[27] valid_0's poisson: -106.944 valid_0's l1: 13.4009
[28] valid_0's poisson: -107.102 valid_0's l1: 13.2036
[29] valid_0's poisson: -107.223 valid_0's l1: 13.047
[30] valid_0's poisson: -107.353 valid_0's l1: 12.8738
[31] valid_0's poisson: -107.459 valid_0's l1: 12.7384
[32] valid_0's poisson: -107.559 valid_0's l1: 12.6097
[33] valid_0's poisson: -107.648 valid_0's l1: 12.4912
[34] valid_0's poisson: -107.724 valid_0's l1: 12.3817
[35] valid_0's poisson: -107.809 valid_0's l1: 12.27
[36] valid_0's poisson: -107.886 valid_0's l1: 12.1728
[37] valid_0's poisson: -107.939 valid_0's l1: 12.0996
[38] valid_0's poisson: -108.007 valid_0's l1: 12.0033
[39] valid_0's poisson: -108.052 valid_0's l1: 11.9396
[40] valid_0's poisson: -108.109 valid_0's l1: 11.8587
[41] valid_0's poisson: -108.168 valid_0's l1: 11.7785
[42] valid_0's poisson: -108.208 valid_0's l1: 11.7222
[43] valid_0's poisson: -108.239 valid_0's l1: 11.6765
[44] valid_0's poisson: -108.289 valid_0's l1: 11.6052
[45] valid_0's poisson: -108.335 valid_0's l1: 11.5375
[46] valid_0's poisson: -108.364 valid_0's l1: 11.4954
[47] valid_0's poisson: -108.406 valid_0's l1: 11.4306
[48] valid_0's poisson: -108.436 valid_0's l1: 11.3891
[49] valid_0's poisson: -108.472 valid_0's l1: 11.3327
[50] valid_0's poisson: -108.515 valid_0's l1: 11.2626
[51] valid_0's poisson: -108.542 valid_0's l1: 11.2152
[52] valid_0's poisson: -108.573 valid_0's l1: 11.1641
[53] valid_0's poisson: -108.602 valid_0's l1: 11.1159
[54] valid_0's poisson: -108.628 valid_0's l1: 11.0709
[55] valid_0's poisson: -108.656 valid_0's l1: 11.031
[56] valid_0's poisson: -108.681 valid_0's l1: 10.9842
[57] valid_0's poisson: -108.688 valid_0's l1: 10.9727
[58] valid_0's poisson: -108.709 valid_0's l1: 10.9367
[59] valid_0's poisson: -108.717 valid_0's l1: 10.9225
[60] valid_0's poisson: -108.724 valid_0's l1: 10.9114
[61] valid_0's poisson: -108.73 valid_0's l1: 10.9021
[62] valid_0's poisson: -108.726 valid_0's l1: 10.8966
[63] valid_0's poisson: -108.736 valid_0's l1: 10.88
[64] valid_0's poisson: -108.75 valid_0's l1: 10.8578
[65] valid_0's poisson: -108.761 valid_0's l1: 10.8314
[66] valid_0's poisson: -108.765 valid_0's l1: 10.8237
[67] valid_0's poisson: -108.774 valid_0's l1: 10.8105
[68] valid_0's poisson: -108.779 valid_0's l1: 10.7979
[69] valid_0's poisson: -108.79 valid_0's l1: 10.7782
[70] valid_0's poisson: -108.787 valid_0's l1: 10.7733
[71] valid_0's poisson: -108.795 valid_0's l1: 10.755
[72] valid_0's poisson: -108.801 valid_0's l1: 10.7458
[73] valid_0's poisson: -108.801 valid_0's l1: 10.7363
[74] valid_0's poisson: -108.792 valid_0's l1: 10.7201
[75] valid_0's poisson: -108.794 valid_0's l1: 10.7168
[76] valid_0's poisson: -108.801 valid_0's l1: 10.6995
[77] valid_0's poisson: -108.803 valid_0's l1: 10.6957
[78] valid_0's poisson: -108.801 valid_0's l1: 10.6896
[79] valid_0's poisson: -108.804 valid_0's l1: 10.6854
[80] valid_0's poisson: -108.813 valid_0's l1: 10.6641
[81] valid_0's poisson: -108.82 valid_0's l1: 10.6534
[82] valid_0's poisson: -108.822 valid_0's l1: 10.641
[83] valid_0's poisson: -108.829 valid_0's l1: 10.635
[84] valid_0's poisson: -108.831 valid_0's l1: 10.6325
[85] valid_0's poisson: -108.827 valid_0's l1: 10.6288
[86] valid_0's poisson: -108.84 valid_0's l1: 10.6253
[87] valid_0's poisson: -108.842 valid_0's l1: 10.6187
[88] valid_0's poisson: -108.843 valid_0's l1: 10.6141
[89] valid_0's poisson: -108.85 valid_0's l1: 10.6038
[90] valid_0's poisson: -108.833 valid_0's l1: 10.5957
[91] valid_0's poisson: -108.831 valid_0's l1: 10.5898
[92] valid_0's poisson: -108.813 valid_0's l1: 10.5863
[93] valid_0's poisson: -108.81 valid_0's l1: 10.5776
[94] valid_0's poisson: -108.809 valid_0's l1: 10.5691
[95] valid_0's poisson: -108.81 valid_0's l1: 10.5545
[96] valid_0's poisson: -108.808 valid_0's l1: 10.5431
[97] valid_0's poisson: -108.804 valid_0's l1: 10.538
[98] valid_0's poisson: -108.807 valid_0's l1: 10.5271
[99] valid_0's poisson: -108.808 valid_0's l1: 10.5266
[100] valid_0's poisson: -108.808 valid_0's l1: 10.5251
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.6651 valid_0's l1: 28.1245
[2] valid_0's poisson: -86.488 valid_0's l1: 26.9377
[3] valid_0's poisson: -88.7965 valid_0's l1: 25.8503
[4] valid_0's poisson: -90.7315 valid_0's l1: 24.8569
[5] valid_0's poisson: -92.4659 valid_0's l1: 23.9431
[6] valid_0's poisson: -93.9532 valid_0's l1: 23.079
[7] valid_0's poisson: -96.0777 valid_0's l1: 22.1168
[8] valid_0's poisson: -97.7272 valid_0's l1: 21.2214
[9] valid_0's poisson: -98.9495 valid_0's l1: 20.4652
[10] valid_0's poisson: -100.075 valid_0's l1: 19.706
[11] valid_0's poisson: -101.027 valid_0's l1: 19.0164
[12] valid_0's poisson: -101.888 valid_0's l1: 18.3605
[13] valid_0's poisson: -102.544 valid_0's l1: 17.8106
[14] valid_0's poisson: -103.193 valid_0's l1: 17.2724
[15] valid_0's poisson: -103.748 valid_0's l1: 16.7884
[16] valid_0's poisson: -104.237 valid_0's l1: 16.3429
[17] valid_0's poisson: -104.673 valid_0's l1: 15.9249
[18] valid_0's poisson: -104.947 valid_0's l1: 15.609
[19] valid_0's poisson: -105.203 valid_0's l1: 15.3224
[20] valid_0's poisson: -105.423 valid_0's l1: 15.064
[21] valid_0's poisson: -105.702 valid_0's l1: 14.7657
[22] valid_0's poisson: -105.962 valid_0's l1: 14.4723
[23] valid_0's poisson: -106.254 valid_0's l1: 14.1643
[24] valid_0's poisson: -106.445 valid_0's l1: 13.9325
[25] valid_0's poisson: -106.645 valid_0's l1: 13.7051
[26] valid_0's poisson: -106.824 valid_0's l1: 13.4795
[27] valid_0's poisson: -106.979 valid_0's l1: 13.2933
[28] valid_0's poisson: -107.119 valid_0's l1: 13.1346
[29] valid_0's poisson: -107.251 valid_0's l1: 12.9607
[30] valid_0's poisson: -107.379 valid_0's l1: 12.807
[31] valid_0's poisson: -107.467 valid_0's l1: 12.689
[32] valid_0's poisson: -107.585 valid_0's l1: 12.5426
[33] valid_0's poisson: -107.671 valid_0's l1: 12.4301
[34] valid_0's poisson: -107.732 valid_0's l1: 12.3444
[35] valid_0's poisson: -107.807 valid_0's l1: 12.2361
[36] valid_0's poisson: -107.881 valid_0's l1: 12.1381
[37] valid_0's poisson: -107.951 valid_0's l1: 12.0412
[38] valid_0's poisson: -108.003 valid_0's l1: 11.9714
[39] valid_0's poisson: -108.041 valid_0's l1: 11.9191
[40] valid_0's poisson: -108.098 valid_0's l1: 11.8422
[41] valid_0's poisson: -108.171 valid_0's l1: 11.7434
[42] valid_0's poisson: -108.227 valid_0's l1: 11.6583
[43] valid_0's poisson: -108.262 valid_0's l1: 11.6031
[44] valid_0's poisson: -108.311 valid_0's l1: 11.5298
[45] valid_0's poisson: -108.348 valid_0's l1: 11.475
[46] valid_0's poisson: -108.38 valid_0's l1: 11.427
[47] valid_0's poisson: -108.42 valid_0's l1: 11.3665
[48] valid_0's poisson: -108.447 valid_0's l1: 11.327
[49] valid_0's poisson: -108.486 valid_0's l1: 11.2773
[50] valid_0's poisson: -108.522 valid_0's l1: 11.2209
[51] valid_0's poisson: -108.557 valid_0's l1: 11.1595
[52] valid_0's poisson: -108.592 valid_0's l1: 11.0996
[53] valid_0's poisson: -108.61 valid_0's l1: 11.0678
[54] valid_0's poisson: -108.639 valid_0's l1: 11.0207
[55] valid_0's poisson: -108.669 valid_0's l1: 10.9689
[56] valid_0's poisson: -108.686 valid_0's l1: 10.9398
[57] valid_0's poisson: -108.709 valid_0's l1: 10.8943
[58] valid_0's poisson: -108.726 valid_0's l1: 10.8606
[59] valid_0's poisson: -108.732 valid_0's l1: 10.849
[60] valid_0's poisson: -108.74 valid_0's l1: 10.8365
[61] valid_0's poisson: -108.747 valid_0's l1: 10.8197
[62] valid_0's poisson: -108.763 valid_0's l1: 10.7867
[63] valid_0's poisson: -108.763 valid_0's l1: 10.7598
[64] valid_0's poisson: -108.763 valid_0's l1: 10.7487
[65] valid_0's poisson: -108.773 valid_0's l1: 10.7254
[66] valid_0's poisson: -108.782 valid_0's l1: 10.7087
[67] valid_0's poisson: -108.782 valid_0's l1: 10.6981
[68] valid_0's poisson: -108.782 valid_0's l1: 10.6814
[69] valid_0's poisson: -108.791 valid_0's l1: 10.6624
[70] valid_0's poisson: -108.787 valid_0's l1: 10.6403
[71] valid_0's poisson: -108.789 valid_0's l1: 10.6316
[72] valid_0's poisson: -108.8 valid_0's l1: 10.6055
[73] valid_0's poisson: -108.806 valid_0's l1: 10.5923
[74] valid_0's poisson: -108.81 valid_0's l1: 10.5799
[75] valid_0's poisson: -108.814 valid_0's l1: 10.5673
[76] valid_0's poisson: -108.816 valid_0's l1: 10.5624
[77] valid_0's poisson: -108.819 valid_0's l1: 10.5573
[78] valid_0's poisson: -108.813 valid_0's l1: 10.5463
[79] valid_0's poisson: -108.814 valid_0's l1: 10.5428
[80] valid_0's poisson: -108.816 valid_0's l1: 10.5374
[81] valid_0's poisson: -108.816 valid_0's l1: 10.522
[82] valid_0's poisson: -108.819 valid_0's l1: 10.5152
[83] valid_0's poisson: -108.794 valid_0's l1: 10.5138
[84] valid_0's poisson: -108.796 valid_0's l1: 10.5085
[85] valid_0's poisson: -108.792 valid_0's l1: 10.5051
[86] valid_0's poisson: -108.794 valid_0's l1: 10.4986
[87] valid_0's poisson: -108.797 valid_0's l1: 10.491
[88] valid_0's poisson: -108.792 valid_0's l1: 10.4879
[89] valid_0's poisson: -108.783 valid_0's l1: 10.4828
[90] valid_0's poisson: -108.79 valid_0's l1: 10.4805
[91] valid_0's poisson: -108.791 valid_0's l1: 10.4794
[92] valid_0's poisson: -108.791 valid_0's l1: 10.4784
[93] valid_0's poisson: -108.791 valid_0's l1: 10.4783
[94] valid_0's poisson: -108.784 valid_0's l1: 10.4733
[95] valid_0's poisson: -108.786 valid_0's l1: 10.4689
[96] valid_0's poisson: -108.793 valid_0's l1: 10.4649
[97] valid_0's poisson: -108.79 valid_0's l1: 10.4605
[98] valid_0's poisson: -108.789 valid_0's l1: 10.4592
[99] valid_0's poisson: -108.792 valid_0's l1: 10.4547
[100] valid_0's poisson: -108.792 valid_0's l1: 10.4508
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.6912 valid_0's l1: 28.1066
[2] valid_0's poisson: -86.4359 valid_0's l1: 26.9473
[3] valid_0's poisson: -88.8438 valid_0's l1: 25.8346
[4] valid_0's poisson: -90.8183 valid_0's l1: 24.8234
[5] valid_0's poisson: -92.7044 valid_0's l1: 23.864
[6] valid_0's poisson: -95.0699 valid_0's l1: 22.8485
[7] valid_0's poisson: -96.3458 valid_0's l1: 22.0377
[8] valid_0's poisson: -97.7748 valid_0's l1: 21.2169
[9] valid_0's poisson: -99.2701 valid_0's l1: 20.3344
[10] valid_0's poisson: -100.29 valid_0's l1: 19.6279
[11] valid_0's poisson: -101.222 valid_0's l1: 18.9376
[12] valid_0's poisson: -102.02 valid_0's l1: 18.3139
[13] valid_0's poisson: -102.74 valid_0's l1: 17.7152
[14] valid_0's poisson: -103.382 valid_0's l1: 17.166
[15] valid_0's poisson: -103.941 valid_0's l1: 16.6733
[16] valid_0's poisson: -104.304 valid_0's l1: 16.3047
[17] valid_0's poisson: -104.767 valid_0's l1: 15.8634
[18] valid_0's poisson: -105.126 valid_0's l1: 15.5015
[19] valid_0's poisson: -105.482 valid_0's l1: 15.1226
[20] valid_0's poisson: -105.772 valid_0's l1: 14.8133
[21] valid_0's poisson: -106.032 valid_0's l1: 14.526
[22] valid_0's poisson: -106.277 valid_0's l1: 14.2429
[23] valid_0's poisson: -106.499 valid_0's l1: 13.982
[24] valid_0's poisson: -106.633 valid_0's l1: 13.8118
[25] valid_0's poisson: -106.774 valid_0's l1: 13.6487
[26] valid_0's poisson: -106.945 valid_0's l1: 13.4425
[27] valid_0's poisson: -107.057 valid_0's l1: 13.2912
[28] valid_0's poisson: -107.193 valid_0's l1: 13.127
[29] valid_0's poisson: -107.337 valid_0's l1: 12.9395
[30] valid_0's poisson: -107.427 valid_0's l1: 12.8202
[31] valid_0's poisson: -107.52 valid_0's l1: 12.6914
[32] valid_0's poisson: -107.615 valid_0's l1: 12.5675
[33] valid_0's poisson: -107.72 valid_0's l1: 12.4366
[34] valid_0's poisson: -107.818 valid_0's l1: 12.3108
[35] valid_0's poisson: -107.89 valid_0's l1: 12.2125
[36] valid_0's poisson: -107.948 valid_0's l1: 12.128
[37] valid_0's poisson: -108.023 valid_0's l1: 12.0286
[38] valid_0's poisson: -108.077 valid_0's l1: 11.9453
[39] valid_0's poisson: -108.142 valid_0's l1: 11.8576
[40] valid_0's poisson: -108.2 valid_0's l1: 11.7644
[41] valid_0's poisson: -108.25 valid_0's l1: 11.6929
[42] valid_0's poisson: -108.297 valid_0's l1: 11.627
[43] valid_0's poisson: -108.334 valid_0's l1: 11.5761
[44] valid_0's poisson: -108.365 valid_0's l1: 11.5286
[45] valid_0's poisson: -108.413 valid_0's l1: 11.4583
[46] valid_0's poisson: -108.457 valid_0's l1: 11.396
[47] valid_0's poisson: -108.49 valid_0's l1: 11.3475
[48] valid_0's poisson: -108.521 valid_0's l1: 11.3058
[49] valid_0's poisson: -108.555 valid_0's l1: 11.2549
[50] valid_0's poisson: -108.581 valid_0's l1: 11.209
[51] valid_0's poisson: -108.609 valid_0's l1: 11.1702
[52] valid_0's poisson: -108.63 valid_0's l1: 11.1334
[53] valid_0's poisson: -108.65 valid_0's l1: 11.0983
[54] valid_0's poisson: -108.678 valid_0's l1: 11.0449
[55] valid_0's poisson: -108.702 valid_0's l1: 10.996
[56] valid_0's poisson: -108.719 valid_0's l1: 10.9549
[57] valid_0's poisson: -108.736 valid_0's l1: 10.928
[58] valid_0's poisson: -108.744 valid_0's l1: 10.9132
[59] valid_0's poisson: -108.761 valid_0's l1: 10.8881
[60] valid_0's poisson: -108.765 valid_0's l1: 10.8779
[61] valid_0's poisson: -108.777 valid_0's l1: 10.8486
[62] valid_0's poisson: -108.783 valid_0's l1: 10.8381
[63] valid_0's poisson: -108.792 valid_0's l1: 10.8241
[64] valid_0's poisson: -108.796 valid_0's l1: 10.8154
[65] valid_0's poisson: -108.804 valid_0's l1: 10.8037
[66] valid_0's poisson: -108.814 valid_0's l1: 10.7895
[67] valid_0's poisson: -108.829 valid_0's l1: 10.7724
[68] valid_0's poisson: -108.835 valid_0's l1: 10.7602
[69] valid_0's poisson: -108.838 valid_0's l1: 10.7545
[70] valid_0's poisson: -108.852 valid_0's l1: 10.7238
[71] valid_0's poisson: -108.855 valid_0's l1: 10.7165
[72] valid_0's poisson: -108.872 valid_0's l1: 10.6888
[73] valid_0's poisson: -108.88 valid_0's l1: 10.6727
[74] valid_0's poisson: -108.871 valid_0's l1: 10.666
[75] valid_0's poisson: -108.882 valid_0's l1: 10.6433
[76] valid_0's poisson: -108.892 valid_0's l1: 10.6243
[77] valid_0's poisson: -108.894 valid_0's l1: 10.6192
[78] valid_0's poisson: -108.899 valid_0's l1: 10.6121
[79] valid_0's poisson: -108.901 valid_0's l1: 10.5974
[80] valid_0's poisson: -108.875 valid_0's l1: 10.5943
[81] valid_0's poisson: -108.872 valid_0's l1: 10.5887
[82] valid_0's poisson: -108.879 valid_0's l1: 10.578
[83] valid_0's poisson: -108.883 valid_0's l1: 10.5707
[84] valid_0's poisson: -108.889 valid_0's l1: 10.5581
[85] valid_0's poisson: -108.896 valid_0's l1: 10.5458
[86] valid_0's poisson: -108.892 valid_0's l1: 10.5419
[87] valid_0's poisson: -108.895 valid_0's l1: 10.537
[88] valid_0's poisson: -108.895 valid_0's l1: 10.5328
[89] valid_0's poisson: -108.895 valid_0's l1: 10.5299
[90] valid_0's poisson: -108.898 valid_0's l1: 10.5217
[91] valid_0's poisson: -108.895 valid_0's l1: 10.5189
[92] valid_0's poisson: -108.892 valid_0's l1: 10.517
[93] valid_0's poisson: -108.897 valid_0's l1: 10.5062
[94] valid_0's poisson: -108.896 valid_0's l1: 10.505
[95] valid_0's poisson: -108.846 valid_0's l1: 10.5021
[96] valid_0's poisson: -108.842 valid_0's l1: 10.4964
[97] valid_0's poisson: -108.849 valid_0's l1: 10.4906
[98] valid_0's poisson: -108.85 valid_0's l1: 10.4792
[99] valid_0's poisson: -108.857 valid_0's l1: 10.4757
[100] valid_0's poisson: -108.857 valid_0's l1: 10.4742
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.6939 valid_0's l1: 28.1171
[2] valid_0's poisson: -86.393 valid_0's l1: 26.9636
[3] valid_0's poisson: -88.6311 valid_0's l1: 25.914
[4] valid_0's poisson: -90.7832 valid_0's l1: 24.8761
[5] valid_0's poisson: -92.4686 valid_0's l1: 23.9625
[6] valid_0's poisson: -93.9498 valid_0's l1: 23.1188
[7] valid_0's poisson: -95.2688 valid_0's l1: 22.3265
[8] valid_0's poisson: -97.043 valid_0's l1: 21.4548
[9] valid_0's poisson: -98.3409 valid_0's l1: 20.6985
[10] valid_0's poisson: -99.616 valid_0's l1: 19.9257
[11] valid_0's poisson: -100.699 valid_0's l1: 19.196
[12] valid_0's poisson: -101.626 valid_0's l1: 18.5292
[13] valid_0's poisson: -102.407 valid_0's l1: 17.9313
[14] valid_0's poisson: -102.993 valid_0's l1: 17.4217
[15] valid_0's poisson: -103.591 valid_0's l1: 16.8994
[16] valid_0's poisson: -103.989 valid_0's l1: 16.508
[17] valid_0's poisson: -104.402 valid_0's l1: 16.1027
[18] valid_0's poisson: -104.674 valid_0's l1: 15.8088
[19] valid_0's poisson: -105.053 valid_0's l1: 15.4447
[20] valid_0's poisson: -105.383 valid_0's l1: 15.1258
[21] valid_0's poisson: -105.714 valid_0's l1: 14.8017
[22] valid_0's poisson: -105.919 valid_0's l1: 14.5684
[23] valid_0's poisson: -106.189 valid_0's l1: 14.2767
[24] valid_0's poisson: -106.409 valid_0's l1: 14.032
[25] valid_0's poisson: -106.598 valid_0's l1: 13.7992
[26] valid_0's poisson: -106.724 valid_0's l1: 13.6383
[27] valid_0's poisson: -106.887 valid_0's l1: 13.4462
[28] valid_0's poisson: -107.032 valid_0's l1: 13.2662
[29] valid_0's poisson: -107.136 valid_0's l1: 13.1278
[30] valid_0's poisson: -107.273 valid_0's l1: 12.9739
[31] valid_0's poisson: -107.412 valid_0's l1: 12.7997
[32] valid_0's poisson: -107.541 valid_0's l1: 12.63
[33] valid_0's poisson: -107.652 valid_0's l1: 12.4928
[34] valid_0's poisson: -107.745 valid_0's l1: 12.3779
[35] valid_0's poisson: -107.815 valid_0's l1: 12.2725
[36] valid_0's poisson: -107.906 valid_0's l1: 12.145
[37] valid_0's poisson: -107.98 valid_0's l1: 12.0423
[38] valid_0's poisson: -108.061 valid_0's l1: 11.9305
[39] valid_0's poisson: -108.101 valid_0's l1: 11.8727
[40] valid_0's poisson: -108.152 valid_0's l1: 11.7984
[41] valid_0's poisson: -108.191 valid_0's l1: 11.742
[42] valid_0's poisson: -108.222 valid_0's l1: 11.6933
[43] valid_0's poisson: -108.269 valid_0's l1: 11.6227
[44] valid_0's poisson: -108.317 valid_0's l1: 11.5516
[45] valid_0's poisson: -108.35 valid_0's l1: 11.4967
[46] valid_0's poisson: -108.375 valid_0's l1: 11.454
[47] valid_0's poisson: -108.417 valid_0's l1: 11.3888
[48] valid_0's poisson: -108.46 valid_0's l1: 11.3153
[49] valid_0's poisson: -108.487 valid_0's l1: 11.2751
[50] valid_0's poisson: -108.527 valid_0's l1: 11.2193
[51] valid_0's poisson: -108.56 valid_0's l1: 11.17
[52] valid_0's poisson: -108.588 valid_0's l1: 11.1239
[53] valid_0's poisson: -108.615 valid_0's l1: 11.0777
[54] valid_0's poisson: -108.643 valid_0's l1: 11.0327
[55] valid_0's poisson: -108.663 valid_0's l1: 10.9938
[56] valid_0's poisson: -108.681 valid_0's l1: 10.9688
[57] valid_0's poisson: -108.707 valid_0's l1: 10.9267
[58] valid_0's poisson: -108.731 valid_0's l1: 10.8869
[59] valid_0's poisson: -108.75 valid_0's l1: 10.8519
[60] valid_0's poisson: -108.769 valid_0's l1: 10.8177
[61] valid_0's poisson: -108.787 valid_0's l1: 10.7856
[62] valid_0's poisson: -108.793 valid_0's l1: 10.7749
[63] valid_0's poisson: -108.803 valid_0's l1: 10.7538
[64] valid_0's poisson: -108.813 valid_0's l1: 10.7317
[65] valid_0's poisson: -108.818 valid_0's l1: 10.7239
[66] valid_0's poisson: -108.823 valid_0's l1: 10.7161
[67] valid_0's poisson: -108.825 valid_0's l1: 10.7111
[68] valid_0's poisson: -108.83 valid_0's l1: 10.7015
[69] valid_0's poisson: -108.793 valid_0's l1: 10.6953
[70] valid_0's poisson: -108.795 valid_0's l1: 10.6902
[71] valid_0's poisson: -108.797 valid_0's l1: 10.6855
[72] valid_0's poisson: -108.806 valid_0's l1: 10.6674
[73] valid_0's poisson: -108.818 valid_0's l1: 10.6412
[74] valid_0's poisson: -108.818 valid_0's l1: 10.6292
[75] valid_0's poisson: -108.816 valid_0's l1: 10.6228
[76] valid_0's poisson: -108.816 valid_0's l1: 10.6123
[77] valid_0's poisson: -108.817 valid_0's l1: 10.6053
[78] valid_0's poisson: -108.788 valid_0's l1: 10.6034
[79] valid_0's poisson: -108.77 valid_0's l1: 10.5963
[80] valid_0's poisson: -108.77 valid_0's l1: 10.592
[81] valid_0's poisson: -108.766 valid_0's l1: 10.59
[82] valid_0's poisson: -108.766 valid_0's l1: 10.5873
[83] valid_0's poisson: -108.772 valid_0's l1: 10.5773
[84] valid_0's poisson: -108.771 valid_0's l1: 10.577
[85] valid_0's poisson: -108.773 valid_0's l1: 10.5712
[86] valid_0's poisson: -108.773 valid_0's l1: 10.5701
[87] valid_0's poisson: -108.779 valid_0's l1: 10.5588
[88] valid_0's poisson: -108.781 valid_0's l1: 10.5565
[89] valid_0's poisson: -108.783 valid_0's l1: 10.5525
[90] valid_0's poisson: -108.785 valid_0's l1: 10.548
[91] valid_0's poisson: -108.786 valid_0's l1: 10.5469
[92] valid_0's poisson: -108.786 valid_0's l1: 10.5457
[93] valid_0's poisson: -108.788 valid_0's l1: 10.5412
[94] valid_0's poisson: -108.79 valid_0's l1: 10.5374
[95] valid_0's poisson: -108.793 valid_0's l1: 10.5296
[96] valid_0's poisson: -108.795 valid_0's l1: 10.5245
[97] valid_0's poisson: -108.797 valid_0's l1: 10.5107
[98] valid_0's poisson: -108.8 valid_0's l1: 10.5004
[99] valid_0's poisson: -108.802 valid_0's l1: 10.4971
[100] valid_0's poisson: -108.806 valid_0's l1: 10.4856
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.6941 valid_0's l1: 28.101
[2] valid_0's poisson: -86.4772 valid_0's l1: 26.9335
[3] valid_0's poisson: -88.8443 valid_0's l1: 25.8434
[4] valid_0's poisson: -90.7543 valid_0's l1: 24.8599
[5] valid_0's poisson: -92.4668 valid_0's l1: 23.9481
[6] valid_0's poisson: -94.1443 valid_0's l1: 23.0501
[7] valid_0's poisson: -95.8831 valid_0's l1: 22.1994
[8] valid_0's poisson: -97.5105 valid_0's l1: 21.3506
[9] valid_0's poisson: -98.8394 valid_0's l1: 20.5672
[10] valid_0's poisson: -100.024 valid_0's l1: 19.8208
[11] valid_0's poisson: -100.99 valid_0's l1: 19.1322
[12] valid_0's poisson: -101.858 valid_0's l1: 18.4711
[13] valid_0's poisson: -102.642 valid_0's l1: 17.8432
[14] valid_0's poisson: -103.296 valid_0's l1: 17.3088
[15] valid_0's poisson: -103.689 valid_0's l1: 16.9108
[16] valid_0's poisson: -104.095 valid_0's l1: 16.5149
[17] valid_0's poisson: -104.564 valid_0's l1: 16.0711
[18] valid_0's poisson: -104.868 valid_0's l1: 15.7508
[19] valid_0's poisson: -105.257 valid_0's l1: 15.3541
[20] valid_0's poisson: -105.616 valid_0's l1: 15.0009
[21] valid_0's poisson: -105.888 valid_0's l1: 14.7171
[22] valid_0's poisson: -106.142 valid_0's l1: 14.4248
[23] valid_0's poisson: -106.366 valid_0's l1: 14.1627
[24] valid_0's poisson: -106.534 valid_0's l1: 13.9649
[25] valid_0's poisson: -106.714 valid_0's l1: 13.7506
[26] valid_0's poisson: -106.898 valid_0's l1: 13.5391
[27] valid_0's poisson: -107.054 valid_0's l1: 13.3413
[28] valid_0's poisson: -107.164 valid_0's l1: 13.2098
[29] valid_0's poisson: -107.298 valid_0's l1: 13.0408
[30] valid_0's poisson: -107.379 valid_0's l1: 12.9363
[31] valid_0's poisson: -107.461 valid_0's l1: 12.8214
[32] valid_0's poisson: -107.554 valid_0's l1: 12.6999
[33] valid_0's poisson: -107.656 valid_0's l1: 12.5669
[34] valid_0's poisson: -107.738 valid_0's l1: 12.4531
[35] valid_0's poisson: -107.806 valid_0's l1: 12.3601
[36] valid_0's poisson: -107.873 valid_0's l1: 12.265
[37] valid_0's poisson: -107.925 valid_0's l1: 12.195
[38] valid_0's poisson: -107.994 valid_0's l1: 12.1003
[39] valid_0's poisson: -108.04 valid_0's l1: 12.036
[40] valid_0's poisson: -108.099 valid_0's l1: 11.9475
[41] valid_0's poisson: -108.148 valid_0's l1: 11.881
[42] valid_0's poisson: -108.195 valid_0's l1: 11.8108
[43] valid_0's poisson: -108.232 valid_0's l1: 11.7574
[44] valid_0's poisson: -108.284 valid_0's l1: 11.6809
[45] valid_0's poisson: -108.335 valid_0's l1: 11.6046
[46] valid_0's poisson: -108.364 valid_0's l1: 11.551
[47] valid_0's poisson: -108.408 valid_0's l1: 11.4857
[48] valid_0's poisson: -108.447 valid_0's l1: 11.4277
[49] valid_0's poisson: -108.477 valid_0's l1: 11.3792
[50] valid_0's poisson: -108.514 valid_0's l1: 11.3306
[51] valid_0's poisson: -108.548 valid_0's l1: 11.2695
[52] valid_0's poisson: -108.584 valid_0's l1: 11.2114
[53] valid_0's poisson: -108.613 valid_0's l1: 11.1619
[54] valid_0's poisson: -108.641 valid_0's l1: 11.1116
[55] valid_0's poisson: -108.668 valid_0's l1: 11.0659
[56] valid_0's poisson: -108.692 valid_0's l1: 11.0266
[57] valid_0's poisson: -108.709 valid_0's l1: 10.9941
[58] valid_0's poisson: -108.724 valid_0's l1: 10.9624
[59] valid_0's poisson: -108.737 valid_0's l1: 10.94
[60] valid_0's poisson: -108.751 valid_0's l1: 10.9196
[61] valid_0's poisson: -108.766 valid_0's l1: 10.8925
[62] valid_0's poisson: -108.77 valid_0's l1: 10.8842
[63] valid_0's poisson: -108.785 valid_0's l1: 10.8545
[64] valid_0's poisson: -108.794 valid_0's l1: 10.8302
[65] valid_0's poisson: -108.801 valid_0's l1: 10.8136
[66] valid_0's poisson: -108.813 valid_0's l1: 10.7906
[67] valid_0's poisson: -108.817 valid_0's l1: 10.7825
[68] valid_0's poisson: -108.822 valid_0's l1: 10.7676
[69] valid_0's poisson: -108.825 valid_0's l1: 10.759
[70] valid_0's poisson: -108.833 valid_0's l1: 10.7414
[71] valid_0's poisson: -108.836 valid_0's l1: 10.7346
[72] valid_0's poisson: -108.853 valid_0's l1: 10.706
[73] valid_0's poisson: -108.857 valid_0's l1: 10.6983
[74] valid_0's poisson: -108.859 valid_0's l1: 10.692
[75] valid_0's poisson: -108.859 valid_0's l1: 10.6873
[76] valid_0's poisson: -108.853 valid_0's l1: 10.6824
[77] valid_0's poisson: -108.846 valid_0's l1: 10.6724
[78] valid_0's poisson: -108.841 valid_0's l1: 10.664
[79] valid_0's poisson: -108.806 valid_0's l1: 10.6564
[80] valid_0's poisson: -108.802 valid_0's l1: 10.6532
[81] valid_0's poisson: -108.811 valid_0's l1: 10.6381
[82] valid_0's poisson: -108.795 valid_0's l1: 10.6352
[83] valid_0's poisson: -108.799 valid_0's l1: 10.6164
[84] valid_0's poisson: -108.802 valid_0's l1: 10.6064
[85] valid_0's poisson: -108.809 valid_0's l1: 10.5914
[86] valid_0's poisson: -108.803 valid_0's l1: 10.5893
[87] valid_0's poisson: -108.794 valid_0's l1: 10.5855
[88] valid_0's poisson: -108.797 valid_0's l1: 10.5782
[89] valid_0's poisson: -108.798 valid_0's l1: 10.5758
[90] valid_0's poisson: -108.795 valid_0's l1: 10.5715
[91] valid_0's poisson: -108.798 valid_0's l1: 10.567
[92] valid_0's poisson: -108.801 valid_0's l1: 10.5624
[93] valid_0's poisson: -108.796 valid_0's l1: 10.5592
[94] valid_0's poisson: -108.8 valid_0's l1: 10.5523
[95] valid_0's poisson: -108.803 valid_0's l1: 10.5469
[96] valid_0's poisson: -108.805 valid_0's l1: 10.5431
[97] valid_0's poisson: -108.805 valid_0's l1: 10.5415
[98] valid_0's poisson: -108.805 valid_0's l1: 10.5383
[99] valid_0's poisson: -108.804 valid_0's l1: 10.5371
[100] valid_0's poisson: -108.804 valid_0's l1: 10.5342
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1337 valid_0's l1: 29.0902
[2] valid_0's poisson: -81.8431 valid_0's l1: 28.8302
[3] valid_0's poisson: -82.5407 valid_0's l1: 28.5704
[4] valid_0's poisson: -83.2004 valid_0's l1: 28.3167
[5] valid_0's poisson: -83.8181 valid_0's l1: 28.0695
[6] valid_0's poisson: -84.4048 valid_0's l1: 27.8305
[7] valid_0's poisson: -84.9779 valid_0's l1: 27.5898
[8] valid_0's poisson: -85.5344 valid_0's l1: 27.3569
[9] valid_0's poisson: -86.0518 valid_0's l1: 27.1287
[10] valid_0's poisson: -86.5467 valid_0's l1: 26.9079
[11] valid_0's poisson: -87.031 valid_0's l1: 26.6909
[12] valid_0's poisson: -87.4999 valid_0's l1: 26.4728
[13] valid_0's poisson: -87.9468 valid_0's l1: 26.2602
[14] valid_0's poisson: -88.3731 valid_0's l1: 26.0533
[15] valid_0's poisson: -88.7802 valid_0's l1: 25.8527
[16] valid_0's poisson: -89.1571 valid_0's l1: 25.6603
[17] valid_0's poisson: -89.5313 valid_0's l1: 25.4699
[18] valid_0's poisson: -89.8815 valid_0's l1: 25.2896
[19] valid_0's poisson: -90.2145 valid_0's l1: 25.1109
[20] valid_0's poisson: -90.5505 valid_0's l1: 24.9331
[21] valid_0's poisson: -90.8686 valid_0's l1: 24.7633
[22] valid_0's poisson: -91.1805 valid_0's l1: 24.5951
[23] valid_0's poisson: -91.4643 valid_0's l1: 24.4346
[24] valid_0's poisson: -91.7511 valid_0's l1: 24.2768
[25] valid_0's poisson: -92.0221 valid_0's l1: 24.1264
[26] valid_0's poisson: -92.2883 valid_0's l1: 23.9773
[27] valid_0's poisson: -92.5411 valid_0's l1: 23.8332
[28] valid_0's poisson: -92.7766 valid_0's l1: 23.6934
[29] valid_0's poisson: -93.0252 valid_0's l1: 23.5571
[30] valid_0's poisson: -93.2533 valid_0's l1: 23.4205
[31] valid_0's poisson: -93.4828 valid_0's l1: 23.2875
[32] valid_0's poisson: -93.7067 valid_0's l1: 23.158
[33] valid_0's poisson: -93.9185 valid_0's l1: 23.0353
[34] valid_0's poisson: -94.1307 valid_0's l1: 22.9139
[35] valid_0's poisson: -94.324 valid_0's l1: 22.7945
[36] valid_0's poisson: -94.5475 valid_0's l1: 22.6631
[37] valid_0's poisson: -94.7627 valid_0's l1: 22.5361
[38] valid_0's poisson: -94.97 valid_0's l1: 22.4127
[39] valid_0's poisson: -95.1699 valid_0's l1: 22.293
[40] valid_0's poisson: -95.3369 valid_0's l1: 22.1913
[41] valid_0's poisson: -95.4983 valid_0's l1: 22.0924
[42] valid_0's poisson: -95.6543 valid_0's l1: 21.9969
[43] valid_0's poisson: -95.8268 valid_0's l1: 21.8825
[44] valid_0's poisson: -95.993 valid_0's l1: 21.7712
[45] valid_0's poisson: -96.323 valid_0's l1: 21.6262
[46] valid_0's poisson: -96.4742 valid_0's l1: 21.5193
[47] valid_0's poisson: -96.6238 valid_0's l1: 21.4157
[48] valid_0's poisson: -96.9168 valid_0's l1: 21.2788
[49] valid_0's poisson: -97.2112 valid_0's l1: 21.1452
[50] valid_0's poisson: -97.3463 valid_0's l1: 21.0468
[51] valid_0's poisson: -97.475 valid_0's l1: 20.9633
[52] valid_0's poisson: -97.7147 valid_0's l1: 20.8384
[53] valid_0's poisson: -97.9737 valid_0's l1: 20.714
[54] valid_0's poisson: -98.0881 valid_0's l1: 20.6243
[55] valid_0's poisson: -98.3313 valid_0's l1: 20.5069
[56] valid_0's poisson: -98.4265 valid_0's l1: 20.4405
[57] valid_0's poisson: -98.6441 valid_0's l1: 20.3255
[58] valid_0's poisson: -98.7566 valid_0's l1: 20.2397
[59] valid_0's poisson: -98.8661 valid_0's l1: 20.1554
[60] valid_0's poisson: -98.9544 valid_0's l1: 20.0899
[61] valid_0's poisson: -99.051 valid_0's l1: 20.021
[62] valid_0's poisson: -99.2332 valid_0's l1: 19.9142
[63] valid_0's poisson: -99.3135 valid_0's l1: 19.8549
[64] valid_0's poisson: -99.4006 valid_0's l1: 19.7889
[65] valid_0's poisson: -99.4887 valid_0's l1: 19.7209
[66] valid_0's poisson: -99.576 valid_0's l1: 19.6583
[67] valid_0's poisson: -99.652 valid_0's l1: 19.6011
[68] valid_0's poisson: -99.7145 valid_0's l1: 19.5529
[69] valid_0's poisson: -99.8929 valid_0's l1: 19.4512
[70] valid_0's poisson: -100.063 valid_0's l1: 19.3477
[71] valid_0's poisson: -100.134 valid_0's l1: 19.283
[72] valid_0's poisson: -100.269 valid_0's l1: 19.2094
[73] valid_0's poisson: -100.404 valid_0's l1: 19.131
[74] valid_0's poisson: -100.556 valid_0's l1: 19.0398
[75] valid_0's poisson: -100.646 valid_0's l1: 18.9729
[76] valid_0's poisson: -100.727 valid_0's l1: 18.9017
[77] valid_0's poisson: -100.804 valid_0's l1: 18.8334
[78] valid_0's poisson: -100.864 valid_0's l1: 18.7854
[79] valid_0's poisson: -100.946 valid_0's l1: 18.7198
[80] valid_0's poisson: -101.021 valid_0's l1: 18.6537
[81] valid_0's poisson: -101.067 valid_0's l1: 18.6153
[82] valid_0's poisson: -101.149 valid_0's l1: 18.5547
[83] valid_0's poisson: -101.29 valid_0's l1: 18.4678
[84] valid_0's poisson: -101.342 valid_0's l1: 18.4255
[85] valid_0's poisson: -101.45 valid_0's l1: 18.3629
[86] valid_0's poisson: -101.571 valid_0's l1: 18.2852
[87] valid_0's poisson: -101.67 valid_0's l1: 18.2262
[88] valid_0's poisson: -101.734 valid_0's l1: 18.1671
[89] valid_0's poisson: -101.796 valid_0's l1: 18.1095
[90] valid_0's poisson: -101.911 valid_0's l1: 18.0275
[91] valid_0's poisson: -101.957 valid_0's l1: 17.9886
[92] valid_0's poisson: -102.02 valid_0's l1: 17.9375
[93] valid_0's poisson: -102.054 valid_0's l1: 17.9076
[94] valid_0's poisson: -102.109 valid_0's l1: 17.8541
[95] valid_0's poisson: -102.229 valid_0's l1: 17.7825
[96] valid_0's poisson: -102.328 valid_0's l1: 17.7067
[97] valid_0's poisson: -102.368 valid_0's l1: 17.6719
[98] valid_0's poisson: -102.511 valid_0's l1: 17.5884
[99] valid_0's poisson: -102.589 valid_0's l1: 17.5394
[100] valid_0's poisson: -102.679 valid_0's l1: 17.4689
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1515 valid_0's l1: 29.0862
[2] valid_0's poisson: -81.8778 valid_0's l1: 28.8213
[3] valid_0's poisson: -82.5701 valid_0's l1: 28.5603
[4] valid_0's poisson: -83.2254 valid_0's l1: 28.3057
[5] valid_0's poisson: -83.8873 valid_0's l1: 28.0475
[6] valid_0's poisson: -84.5053 valid_0's l1: 27.8019
[7] valid_0's poisson: -85.0916 valid_0's l1: 27.5604
[8] valid_0's poisson: -85.6607 valid_0's l1: 27.3226
[9] valid_0's poisson: -86.2008 valid_0's l1: 27.0916
[10] valid_0's poisson: -86.6925 valid_0's l1: 26.8671
[11] valid_0's poisson: -87.1709 valid_0's l1: 26.6496
[12] valid_0's poisson: -87.6369 valid_0's l1: 26.43
[13] valid_0's poisson: -88.0827 valid_0's l1: 26.2195
[14] valid_0's poisson: -88.5081 valid_0's l1: 26.0141
[15] valid_0's poisson: -88.8952 valid_0's l1: 25.8182
[16] valid_0's poisson: -89.2892 valid_0's l1: 25.6168
[17] valid_0's poisson: -89.6641 valid_0's l1: 25.4236
[18] valid_0's poisson: -90.0119 valid_0's l1: 25.2432
[19] valid_0's poisson: -90.3574 valid_0's l1: 25.0598
[20] valid_0's poisson: -90.6771 valid_0's l1: 24.8842
[21] valid_0's poisson: -90.9819 valid_0's l1: 24.7132
[22] valid_0's poisson: -91.2701 valid_0's l1: 24.5524
[23] valid_0's poisson: -91.5522 valid_0's l1: 24.3902
[24] valid_0's poisson: -91.8228 valid_0's l1: 24.2365
[25] valid_0's poisson: -92.0893 valid_0's l1: 24.0846
[26] valid_0's poisson: -92.3548 valid_0's l1: 23.9367
[27] valid_0's poisson: -92.6153 valid_0's l1: 23.7868
[28] valid_0's poisson: -92.8659 valid_0's l1: 23.6422
[29] valid_0's poisson: -93.1067 valid_0's l1: 23.5021
[30] valid_0's poisson: -93.3386 valid_0's l1: 23.3688
[31] valid_0's poisson: -93.5624 valid_0's l1: 23.2376
[32] valid_0's poisson: -93.7795 valid_0's l1: 23.1074
[33] valid_0's poisson: -93.9832 valid_0's l1: 22.9891
[34] valid_0's poisson: -94.1891 valid_0's l1: 22.8683
[35] valid_0's poisson: -94.3972 valid_0's l1: 22.7466
[36] valid_0's poisson: -94.5975 valid_0's l1: 22.6264
[37] valid_0's poisson: -94.7892 valid_0's l1: 22.5068
[38] valid_0's poisson: -94.9626 valid_0's l1: 22.3951
[39] valid_0's poisson: -95.1644 valid_0's l1: 22.2746
[40] valid_0's poisson: -95.3589 valid_0's l1: 22.1573
[41] valid_0's poisson: -95.5241 valid_0's l1: 22.0552
[42] valid_0's poisson: -95.6934 valid_0's l1: 21.94
[43] valid_0's poisson: -95.8608 valid_0's l1: 21.8259
[44] valid_0's poisson: -95.9989 valid_0's l1: 21.7367
[45] valid_0's poisson: -96.1541 valid_0's l1: 21.6283
[46] valid_0's poisson: -96.3075 valid_0's l1: 21.5217
[47] valid_0's poisson: -96.4697 valid_0's l1: 21.4257
[48] valid_0's poisson: -96.6107 valid_0's l1: 21.3256
[49] valid_0's poisson: -96.7491 valid_0's l1: 21.2392
[50] valid_0's poisson: -97.0436 valid_0's l1: 21.1112
[51] valid_0's poisson: -97.1593 valid_0's l1: 21.0306
[52] valid_0's poisson: -97.2889 valid_0's l1: 20.9379
[53] valid_0's poisson: -97.399 valid_0's l1: 20.8616
[54] valid_0's poisson: -97.6481 valid_0's l1: 20.7366
[55] valid_0's poisson: -97.893 valid_0's l1: 20.6087
[56] valid_0's poisson: -98.0002 valid_0's l1: 20.5249
[57] valid_0's poisson: -98.2192 valid_0's l1: 20.4084
[58] valid_0's poisson: -98.3102 valid_0's l1: 20.3438
[59] valid_0's poisson: -98.5604 valid_0's l1: 20.2232
[60] valid_0's poisson: -98.6671 valid_0's l1: 20.1415
[61] valid_0's poisson: -98.7692 valid_0's l1: 20.0725
[62] valid_0's poisson: -98.9605 valid_0's l1: 19.9799
[63] valid_0's poisson: -99.0547 valid_0's l1: 19.9121
[64] valid_0's poisson: -99.1391 valid_0's l1: 19.8423
[65] valid_0's poisson: -99.3037 valid_0's l1: 19.7591
[66] valid_0's poisson: -99.4946 valid_0's l1: 19.6501
[67] valid_0's poisson: -99.5633 valid_0's l1: 19.5992
[68] valid_0's poisson: -99.6492 valid_0's l1: 19.5378
[69] valid_0's poisson: -99.7363 valid_0's l1: 19.4663
[70] valid_0's poisson: -99.8883 valid_0's l1: 19.3874
[71] valid_0's poisson: -99.985 valid_0's l1: 19.31
[72] valid_0's poisson: -100.079 valid_0's l1: 19.2344
[73] valid_0's poisson: -100.17 valid_0's l1: 19.162
[74] valid_0's poisson: -100.254 valid_0's l1: 19.0902
[75] valid_0's poisson: -100.334 valid_0's l1: 19.0306
[76] valid_0's poisson: -100.465 valid_0's l1: 18.9477
[77] valid_0's poisson: -100.544 valid_0's l1: 18.8808
[78] valid_0's poisson: -100.629 valid_0's l1: 18.8186
[79] valid_0's poisson: -100.703 valid_0's l1: 18.7544
[80] valid_0's poisson: -100.784 valid_0's l1: 18.6964
[81] valid_0's poisson: -100.959 valid_0's l1: 18.6008
[82] valid_0's poisson: -101.086 valid_0's l1: 18.5305
[83] valid_0's poisson: -101.165 valid_0's l1: 18.4647
[84] valid_0's poisson: -101.206 valid_0's l1: 18.4292
[85] valid_0's poisson: -101.324 valid_0's l1: 18.3618
[86] valid_0's poisson: -101.436 valid_0's l1: 18.2967
[87] valid_0's poisson: -101.485 valid_0's l1: 18.2564
[88] valid_0's poisson: -101.615 valid_0's l1: 18.1701
[89] valid_0's poisson: -101.651 valid_0's l1: 18.1378
[90] valid_0's poisson: -101.819 valid_0's l1: 18.0456
[91] valid_0's poisson: -101.937 valid_0's l1: 17.9616
[92] valid_0's poisson: -101.986 valid_0's l1: 17.9195
[93] valid_0's poisson: -102.026 valid_0's l1: 17.8855
[94] valid_0's poisson: -102.141 valid_0's l1: 17.8069
[95] valid_0's poisson: -102.226 valid_0's l1: 17.7568
[96] valid_0's poisson: -102.316 valid_0's l1: 17.7026
[97] valid_0's poisson: -102.456 valid_0's l1: 17.6224
[98] valid_0's poisson: -102.5 valid_0's l1: 17.5837
[99] valid_0's poisson: -102.582 valid_0's l1: 17.5341
[100] valid_0's poisson: -102.61 valid_0's l1: 17.5082
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1542 valid_0's l1: 29.084
[2] valid_0's poisson: -81.8821 valid_0's l1: 28.8182
[3] valid_0's poisson: -82.5715 valid_0's l1: 28.5571
[4] valid_0's poisson: -83.2245 valid_0's l1: 28.3025
[5] valid_0's poisson: -83.8524 valid_0's l1: 28.0525
[6] valid_0's poisson: -84.4481 valid_0's l1: 27.8106
[7] valid_0's poisson: -85.0342 valid_0's l1: 27.5708
[8] valid_0's poisson: -85.5765 valid_0's l1: 27.3389
[9] valid_0's poisson: -86.0923 valid_0's l1: 27.1118
[10] valid_0's poisson: -86.5695 valid_0's l1: 26.8944
[11] valid_0's poisson: -87.061 valid_0's l1: 26.6751
[12] valid_0's poisson: -87.5379 valid_0's l1: 26.4542
[13] valid_0's poisson: -87.9918 valid_0's l1: 26.2393
[14] valid_0's poisson: -88.4175 valid_0's l1: 26.0349
[15] valid_0's poisson: -88.7984 valid_0's l1: 25.8445
[16] valid_0's poisson: -89.1876 valid_0's l1: 25.6516
[17] valid_0's poisson: -89.5702 valid_0's l1: 25.4575
[18] valid_0's poisson: -89.9336 valid_0's l1: 25.2695
[19] valid_0's poisson: -90.2816 valid_0's l1: 25.0872
[20] valid_0's poisson: -90.61 valid_0's l1: 24.912
[21] valid_0's poisson: -90.9218 valid_0's l1: 24.7416
[22] valid_0's poisson: -91.2293 valid_0's l1: 24.5742
[23] valid_0's poisson: -91.5164 valid_0's l1: 24.4131
[24] valid_0's poisson: -91.7951 valid_0's l1: 24.2577
[25] valid_0's poisson: -92.0599 valid_0's l1: 24.1062
[26] valid_0's poisson: -92.3299 valid_0's l1: 23.9581
[27] valid_0's poisson: -92.602 valid_0's l1: 23.8111
[28] valid_0's poisson: -92.8486 valid_0's l1: 23.6693
[29] valid_0's poisson: -93.0863 valid_0's l1: 23.5329
[30] valid_0's poisson: -93.32 valid_0's l1: 23.3995
[31] valid_0's poisson: -93.5477 valid_0's l1: 23.2669
[32] valid_0's poisson: -93.7636 valid_0's l1: 23.138
[33] valid_0's poisson: -94.0091 valid_0's l1: 22.9979
[34] valid_0's poisson: -94.2106 valid_0's l1: 22.8751
[35] valid_0's poisson: -94.4046 valid_0's l1: 22.7559
[36] valid_0's poisson: -94.6189 valid_0's l1: 22.6215
[37] valid_0's poisson: -94.8355 valid_0's l1: 22.4932
[38] valid_0's poisson: -95.0444 valid_0's l1: 22.3737
[39] valid_0's poisson: -95.2374 valid_0's l1: 22.2505
[40] valid_0's poisson: -95.4308 valid_0's l1: 22.14
[41] valid_0's poisson: -95.6223 valid_0's l1: 22.0228
[42] valid_0's poisson: -95.8063 valid_0's l1: 21.9084
[43] valid_0's poisson: -95.9587 valid_0's l1: 21.8132
[44] valid_0's poisson: -96.1208 valid_0's l1: 21.7014
[45] valid_0's poisson: -96.2599 valid_0's l1: 21.6098
[46] valid_0's poisson: -96.402 valid_0's l1: 21.5103
[47] valid_0's poisson: -96.5321 valid_0's l1: 21.4243
[48] valid_0's poisson: -96.8144 valid_0's l1: 21.3061
[49] valid_0's poisson: -97.0878 valid_0's l1: 21.177
[50] valid_0's poisson: -97.2276 valid_0's l1: 21.0777
[51] valid_0's poisson: -97.3666 valid_0's l1: 20.9901
[52] valid_0's poisson: -97.5014 valid_0's l1: 20.8948
[53] valid_0's poisson: -97.6309 valid_0's l1: 20.8136
[54] valid_0's poisson: -97.8914 valid_0's l1: 20.6819
[55] valid_0's poisson: -98.1443 valid_0's l1: 20.565
[56] valid_0's poisson: -98.2413 valid_0's l1: 20.4956
[57] valid_0's poisson: -98.4714 valid_0's l1: 20.3726
[58] valid_0's poisson: -98.6891 valid_0's l1: 20.2531
[59] valid_0's poisson: -98.7924 valid_0's l1: 20.1814
[60] valid_0's poisson: -98.8886 valid_0's l1: 20.1125
[61] valid_0's poisson: -99.0903 valid_0's l1: 19.9973
[62] valid_0's poisson: -99.2694 valid_0's l1: 19.903
[63] valid_0's poisson: -99.3628 valid_0's l1: 19.8369
[64] valid_0's poisson: -99.5535 valid_0's l1: 19.7266
[65] valid_0's poisson: -99.6168 valid_0's l1: 19.6768
[66] valid_0's poisson: -99.7091 valid_0's l1: 19.6011
[67] valid_0's poisson: -99.7961 valid_0's l1: 19.5328
[68] valid_0's poisson: -99.8804 valid_0's l1: 19.4658
[69] valid_0's poisson: -99.9379 valid_0's l1: 19.4198
[70] valid_0's poisson: -100.038 valid_0's l1: 19.3414
[71] valid_0's poisson: -100.13 valid_0's l1: 19.2645
[72] valid_0's poisson: -100.223 valid_0's l1: 19.1961
[73] valid_0's poisson: -100.311 valid_0's l1: 19.1221
[74] valid_0's poisson: -100.363 valid_0's l1: 19.0776
[75] valid_0's poisson: -100.534 valid_0's l1: 18.9736
[76] valid_0's poisson: -100.703 valid_0's l1: 18.877
[77] valid_0's poisson: -100.753 valid_0's l1: 18.8365
[78] valid_0's poisson: -100.831 valid_0's l1: 18.7683
[79] valid_0's poisson: -100.908 valid_0's l1: 18.7021
[80] valid_0's poisson: -100.968 valid_0's l1: 18.6527
[81] valid_0's poisson: -101.041 valid_0's l1: 18.5888
[82] valid_0's poisson: -101.165 valid_0's l1: 18.519
[83] valid_0's poisson: -101.308 valid_0's l1: 18.4271
[84] valid_0's poisson: -101.352 valid_0's l1: 18.3874
[85] valid_0's poisson: -101.472 valid_0's l1: 18.3135
[86] valid_0's poisson: -101.585 valid_0's l1: 18.2476
[87] valid_0's poisson: -101.752 valid_0's l1: 18.1559
[88] valid_0's poisson: -101.855 valid_0's l1: 18.0957
[89] valid_0's poisson: -102.009 valid_0's l1: 18.0081
[90] valid_0's poisson: -102.045 valid_0's l1: 17.9771
[91] valid_0's poisson: -102.161 valid_0's l1: 17.8956
[92] valid_0's poisson: -102.305 valid_0's l1: 17.8094
[93] valid_0's poisson: -102.391 valid_0's l1: 17.7452
[94] valid_0's poisson: -102.525 valid_0's l1: 17.6633
[95] valid_0's poisson: -102.577 valid_0's l1: 17.6096
[96] valid_0's poisson: -102.608 valid_0's l1: 17.582
[97] valid_0's poisson: -102.706 valid_0's l1: 17.5096
[98] valid_0's poisson: -102.828 valid_0's l1: 17.4339
[99] valid_0's poisson: -102.875 valid_0's l1: 17.3843
[100] valid_0's poisson: -102.92 valid_0's l1: 17.3362
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1354 valid_0's l1: 29.0898
[2] valid_0's poisson: -81.8658 valid_0's l1: 28.8246
[3] valid_0's poisson: -82.5608 valid_0's l1: 28.5655
[4] valid_0's poisson: -83.2182 valid_0's l1: 28.3126
[5] valid_0's poisson: -83.8408 valid_0's l1: 28.0652
[6] valid_0's poisson: -84.431 valid_0's l1: 27.8266
[7] valid_0's poisson: -85.0196 valid_0's l1: 27.5851
[8] valid_0's poisson: -85.5786 valid_0's l1: 27.3517
[9] valid_0's poisson: -86.1097 valid_0's l1: 27.1245
[10] valid_0's poisson: -86.5978 valid_0's l1: 26.9027
[11] valid_0's poisson: -87.0631 valid_0's l1: 26.6868
[12] valid_0's poisson: -87.5265 valid_0's l1: 26.4696
[13] valid_0's poisson: -87.9702 valid_0's l1: 26.2607
[14] valid_0's poisson: -88.3925 valid_0's l1: 26.0545
[15] valid_0's poisson: -88.7902 valid_0's l1: 25.8588
[16] valid_0's poisson: -89.1588 valid_0's l1: 25.6684
[17] valid_0's poisson: -89.5284 valid_0's l1: 25.4779
[18] valid_0's poisson: -89.884 valid_0's l1: 25.2944
[19] valid_0's poisson: -90.2232 valid_0's l1: 25.1154
[20] valid_0's poisson: -90.5498 valid_0's l1: 24.9424
[21] valid_0's poisson: -90.8664 valid_0's l1: 24.77
[22] valid_0's poisson: -91.1645 valid_0's l1: 24.604
[23] valid_0's poisson: -91.4563 valid_0's l1: 24.4401
[24] valid_0's poisson: -91.7365 valid_0's l1: 24.2816
[25] valid_0's poisson: -92.0057 valid_0's l1: 24.1267
[26] valid_0's poisson: -92.2641 valid_0's l1: 23.9783
[27] valid_0's poisson: -92.5132 valid_0's l1: 23.8334
[28] valid_0's poisson: -92.7591 valid_0's l1: 23.6954
[29] valid_0's poisson: -92.9976 valid_0's l1: 23.5554
[30] valid_0's poisson: -93.2249 valid_0's l1: 23.4219
[31] valid_0's poisson: -93.4385 valid_0's l1: 23.292
[32] valid_0's poisson: -93.6583 valid_0's l1: 23.1655
[33] valid_0's poisson: -93.871 valid_0's l1: 23.0414
[34] valid_0's poisson: -94.0662 valid_0's l1: 22.9205
[35] valid_0's poisson: -94.2694 valid_0's l1: 22.8068
[36] valid_0's poisson: -94.4971 valid_0's l1: 22.6733
[37] valid_0's poisson: -94.7164 valid_0's l1: 22.5445
[38] valid_0's poisson: -94.9136 valid_0's l1: 22.4231
[39] valid_0's poisson: -95.1035 valid_0's l1: 22.3065
[40] valid_0's poisson: -95.2761 valid_0's l1: 22.2
[41] valid_0's poisson: -95.4359 valid_0's l1: 22.0984
[42] valid_0's poisson: -95.5867 valid_0's l1: 22.002
[43] valid_0's poisson: -95.7648 valid_0's l1: 21.8906
[44] valid_0's poisson: -95.9016 valid_0's l1: 21.7962
[45] valid_0's poisson: -96.0341 valid_0's l1: 21.7043
[46] valid_0's poisson: -96.1908 valid_0's l1: 21.5969
[47] valid_0's poisson: -96.3515 valid_0's l1: 21.5017
[48] valid_0's poisson: -96.6546 valid_0's l1: 21.3739
[49] valid_0's poisson: -96.9582 valid_0's l1: 21.2353
[50] valid_0's poisson: -97.0974 valid_0's l1: 21.1359
[51] valid_0's poisson: -97.2049 valid_0's l1: 21.0637
[52] valid_0's poisson: -97.3369 valid_0's l1: 20.9679
[53] valid_0's poisson: -97.4579 valid_0's l1: 20.8786
[54] valid_0's poisson: -97.5824 valid_0's l1: 20.7984
[55] valid_0's poisson: -97.8384 valid_0's l1: 20.6699
[56] valid_0's poisson: -98.0524 valid_0's l1: 20.5668
[57] valid_0's poisson: -98.1696 valid_0's l1: 20.4802
[58] valid_0's poisson: -98.399 valid_0's l1: 20.373
[59] valid_0's poisson: -98.5079 valid_0's l1: 20.2984
[60] valid_0's poisson: -98.7433 valid_0's l1: 20.1821
[61] valid_0's poisson: -98.8486 valid_0's l1: 20.1007
[62] valid_0's poisson: -98.9447 valid_0's l1: 20.032
[63] valid_0's poisson: -99.119 valid_0's l1: 19.9433
[64] valid_0's poisson: -99.2184 valid_0's l1: 19.8662
[65] valid_0's poisson: -99.322 valid_0's l1: 19.7851
[66] valid_0's poisson: -99.4118 valid_0's l1: 19.7214
[67] valid_0's poisson: -99.5176 valid_0's l1: 19.6423
[68] valid_0's poisson: -99.6131 valid_0's l1: 19.5647
[69] valid_0's poisson: -99.7129 valid_0's l1: 19.4896
[70] valid_0's poisson: -99.8028 valid_0's l1: 19.4158
[71] valid_0's poisson: -99.9537 valid_0's l1: 19.3363
[72] valid_0's poisson: -100.02 valid_0's l1: 19.2854
[73] valid_0's poisson: -100.103 valid_0's l1: 19.2156
[74] valid_0's poisson: -100.185 valid_0's l1: 19.1472
[75] valid_0's poisson: -100.253 valid_0's l1: 19.0946
[76] valid_0's poisson: -100.343 valid_0's l1: 19.0311
[77] valid_0's poisson: -100.505 valid_0's l1: 18.9335
[78] valid_0's poisson: -100.635 valid_0's l1: 18.8616
[79] valid_0's poisson: -100.708 valid_0's l1: 18.7994
[80] valid_0's poisson: -100.834 valid_0's l1: 18.7299
[81] valid_0's poisson: -100.893 valid_0's l1: 18.683
[82] valid_0's poisson: -101.012 valid_0's l1: 18.6163
[83] valid_0's poisson: -101.063 valid_0's l1: 18.5755
[84] valid_0's poisson: -101.178 valid_0's l1: 18.5093
[85] valid_0's poisson: -101.245 valid_0's l1: 18.4494
[86] valid_0's poisson: -101.404 valid_0's l1: 18.3631
[87] valid_0's poisson: -101.457 valid_0's l1: 18.3199
[88] valid_0's poisson: -101.559 valid_0's l1: 18.2573
[89] valid_0's poisson: -101.686 valid_0's l1: 18.171
[90] valid_0's poisson: -101.81 valid_0's l1: 18.0882
[91] valid_0's poisson: -101.858 valid_0's l1: 18.0473
[92] valid_0's poisson: -101.905 valid_0's l1: 18.0084
[93] valid_0's poisson: -101.953 valid_0's l1: 17.9667
[94] valid_0's poisson: -102.109 valid_0's l1: 17.8781
[95] valid_0's poisson: -102.195 valid_0's l1: 17.8249
[96] valid_0's poisson: -102.303 valid_0's l1: 17.7473
[97] valid_0's poisson: -102.334 valid_0's l1: 17.719
[98] valid_0's poisson: -102.414 valid_0's l1: 17.6694
[99] valid_0's poisson: -102.492 valid_0's l1: 17.6104
[100] valid_0's poisson: -102.626 valid_0's l1: 17.5305
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1354 valid_0's l1: 29.0898
[2] valid_0's poisson: -81.8473 valid_0's l1: 28.8282
[3] valid_0's poisson: -82.5301 valid_0's l1: 28.572
[4] valid_0's poisson: -83.2207 valid_0's l1: 28.3121
[5] valid_0's poisson: -83.835 valid_0's l1: 28.0662
[6] valid_0's poisson: -84.4268 valid_0's l1: 27.8247
[7] valid_0's poisson: -84.9894 valid_0's l1: 27.5869
[8] valid_0's poisson: -85.5535 valid_0's l1: 27.3513
[9] valid_0's poisson: -86.0619 valid_0's l1: 27.126
[10] valid_0's poisson: -86.5458 valid_0's l1: 26.9078
[11] valid_0's poisson: -87.0074 valid_0's l1: 26.6954
[12] valid_0's poisson: -87.4729 valid_0's l1: 26.4818
[13] valid_0's poisson: -87.9194 valid_0's l1: 26.2726
[14] valid_0's poisson: -88.3434 valid_0's l1: 26.0681
[15] valid_0's poisson: -88.7372 valid_0's l1: 25.8722
[16] valid_0's poisson: -89.1292 valid_0's l1: 25.6746
[17] valid_0's poisson: -89.5074 valid_0's l1: 25.482
[18] valid_0's poisson: -89.8666 valid_0's l1: 25.2953
[19] valid_0's poisson: -90.1985 valid_0's l1: 25.1167
[20] valid_0's poisson: -90.5205 valid_0's l1: 24.9479
[21] valid_0's poisson: -90.8429 valid_0's l1: 24.7756
[22] valid_0's poisson: -91.1522 valid_0's l1: 24.6081
[23] valid_0's poisson: -91.44 valid_0's l1: 24.4482
[24] valid_0's poisson: -91.7278 valid_0's l1: 24.2899
[25] valid_0's poisson: -92.0044 valid_0's l1: 24.1383
[26] valid_0's poisson: -92.2687 valid_0's l1: 23.9893
[27] valid_0's poisson: -92.5142 valid_0's l1: 23.8464
[28] valid_0's poisson: -92.7607 valid_0's l1: 23.7056
[29] valid_0's poisson: -92.9912 valid_0's l1: 23.5695
[30] valid_0's poisson: -93.2134 valid_0's l1: 23.4367
[31] valid_0's poisson: -93.4275 valid_0's l1: 23.3081
[32] valid_0's poisson: -93.6351 valid_0's l1: 23.1827
[33] valid_0's poisson: -93.8795 valid_0's l1: 23.0446
[34] valid_0's poisson: -94.1145 valid_0's l1: 22.9092
[35] valid_0's poisson: -94.3398 valid_0's l1: 22.7862
[36] valid_0's poisson: -94.5592 valid_0's l1: 22.657
[37] valid_0's poisson: -94.7706 valid_0's l1: 22.5321
[38] valid_0's poisson: -94.9701 valid_0's l1: 22.4118
[39] valid_0's poisson: -95.1423 valid_0's l1: 22.3081
[40] valid_0's poisson: -95.3089 valid_0's l1: 22.2074
[41] valid_0's poisson: -95.4656 valid_0's l1: 22.1059
[42] valid_0's poisson: -95.6442 valid_0's l1: 21.9952
[43] valid_0's poisson: -95.7968 valid_0's l1: 21.8998
[44] valid_0's poisson: -95.9406 valid_0's l1: 21.7992
[45] valid_0's poisson: -96.0928 valid_0's l1: 21.693
[46] valid_0's poisson: -96.2458 valid_0's l1: 21.5974
[47] valid_0's poisson: -96.3937 valid_0's l1: 21.4954
[48] valid_0's poisson: -96.7008 valid_0's l1: 21.3566
[49] valid_0's poisson: -96.8384 valid_0's l1: 21.2587
[50] valid_0's poisson: -97.1416 valid_0's l1: 21.123
[51] valid_0's poisson: -97.4276 valid_0's l1: 20.9918
[52] valid_0's poisson: -97.5412 valid_0's l1: 20.9115
[53] valid_0's poisson: -97.7694 valid_0's l1: 20.7932
[54] valid_0's poisson: -97.8796 valid_0's l1: 20.7083
[55] valid_0's poisson: -98.0007 valid_0's l1: 20.6196
[56] valid_0's poisson: -98.2306 valid_0's l1: 20.4995
[57] valid_0's poisson: -98.3435 valid_0's l1: 20.4144
[58] valid_0's poisson: -98.4365 valid_0's l1: 20.3483
[59] valid_0's poisson: -98.5267 valid_0's l1: 20.2839
[60] valid_0's poisson: -98.6233 valid_0's l1: 20.2168
[61] valid_0's poisson: -98.7281 valid_0's l1: 20.1366
[62] valid_0's poisson: -98.8271 valid_0's l1: 20.0677
[63] valid_0's poisson: -99.0212 valid_0's l1: 19.9595
[64] valid_0's poisson: -99.1251 valid_0's l1: 19.8782
[65] valid_0's poisson: -99.2314 valid_0's l1: 19.8066
[66] valid_0's poisson: -99.3382 valid_0's l1: 19.7321
[67] valid_0's poisson: -99.434 valid_0's l1: 19.6567
[68] valid_0's poisson: -99.5282 valid_0's l1: 19.5806
[69] valid_0's poisson: -99.6266 valid_0's l1: 19.5109
[70] valid_0's poisson: -99.791 valid_0's l1: 19.4274
[71] valid_0's poisson: -99.9709 valid_0's l1: 19.3221
[72] valid_0's poisson: -100.056 valid_0's l1: 19.2516
[73] valid_0's poisson: -100.137 valid_0's l1: 19.1825
[74] valid_0's poisson: -100.21 valid_0's l1: 19.1246
[75] valid_0's poisson: -100.27 valid_0's l1: 19.0785
[76] valid_0's poisson: -100.435 valid_0's l1: 18.9796
[77] valid_0's poisson: -100.512 valid_0's l1: 18.9137
[78] valid_0's poisson: -100.588 valid_0's l1: 18.8501
[79] valid_0's poisson: -100.729 valid_0's l1: 18.7705
[80] valid_0's poisson: -100.778 valid_0's l1: 18.73
[81] valid_0's poisson: -100.909 valid_0's l1: 18.6559
[82] valid_0's poisson: -101.024 valid_0's l1: 18.5787
[83] valid_0's poisson: -101.078 valid_0's l1: 18.5367
[84] valid_0's poisson: -101.211 valid_0's l1: 18.4479
[85] valid_0's poisson: -101.268 valid_0's l1: 18.4011
[86] valid_0's poisson: -101.384 valid_0's l1: 18.3331
[87] valid_0's poisson: -101.562 valid_0's l1: 18.2387
[88] valid_0's poisson: -101.615 valid_0's l1: 18.1953
[89] valid_0's poisson: -101.721 valid_0's l1: 18.133
[90] valid_0's poisson: -101.759 valid_0's l1: 18.0993
[91] valid_0's poisson: -101.86 valid_0's l1: 18.0395
[92] valid_0's poisson: -101.906 valid_0's l1: 18.0006
[93] valid_0's poisson: -102.064 valid_0's l1: 17.9123
[94] valid_0's poisson: -102.099 valid_0's l1: 17.8813
[95] valid_0's poisson: -102.203 valid_0's l1: 17.8076
[96] valid_0's poisson: -102.254 valid_0's l1: 17.7577
[97] valid_0's poisson: -102.34 valid_0's l1: 17.706
[98] valid_0's poisson: -102.37 valid_0's l1: 17.6788
[99] valid_0's poisson: -102.455 valid_0's l1: 17.6274
[100] valid_0's poisson: -102.59 valid_0's l1: 17.5483
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.2067 valid_0's l1: 28.3116
[2] valid_0's poisson: -85.5796 valid_0's l1: 27.3414
[3] valid_0's poisson: -87.5833 valid_0's l1: 26.4507
[4] valid_0's poisson: -89.2112 valid_0's l1: 25.6436
[5] valid_0's poisson: -90.6583 valid_0's l1: 24.8813
[6] valid_0's poisson: -91.8799 valid_0's l1: 24.2101
[7] valid_0's poisson: -92.9195 valid_0's l1: 23.6286
[8] valid_0's poisson: -93.8849 valid_0's l1: 23.0931
[9] valid_0's poisson: -94.731 valid_0's l1: 22.5843
[10] valid_0's poisson: -95.5444 valid_0's l1: 22.0946
[11] valid_0's poisson: -96.1847 valid_0's l1: 21.6486
[12] valid_0's poisson: -97.3852 valid_0's l1: 21.1255
[13] valid_0's poisson: -97.9349 valid_0's l1: 20.7203
[14] valid_0's poisson: -98.3352 valid_0's l1: 20.4335
[15] valid_0's poisson: -99.1463 valid_0's l1: 19.9789
[16] valid_0's poisson: -99.4715 valid_0's l1: 19.74
[17] valid_0's poisson: -100.197 valid_0's l1: 19.3221
[18] valid_0's poisson: -100.46 valid_0's l1: 19.1122
[19] valid_0's poisson: -100.991 valid_0's l1: 18.7494
[20] valid_0's poisson: -101.321 valid_0's l1: 18.4967
[21] valid_0's poisson: -101.636 valid_0's l1: 18.2259
[22] valid_0's poisson: -101.83 valid_0's l1: 18.0611
[23] valid_0's poisson: -102.203 valid_0's l1: 17.8304
[24] valid_0's poisson: -102.438 valid_0's l1: 17.6259
[25] valid_0's poisson: -102.555 valid_0's l1: 17.5234
[26] valid_0's poisson: -102.907 valid_0's l1: 17.2616
[27] valid_0's poisson: -103.37 valid_0's l1: 16.9757
[28] valid_0's poisson: -103.644 valid_0's l1: 16.747
[29] valid_0's poisson: -103.775 valid_0's l1: 16.6002
[30] valid_0's poisson: -104.056 valid_0's l1: 16.3997
[31] valid_0's poisson: -104.314 valid_0's l1: 16.2162
[32] valid_0's poisson: -104.41 valid_0's l1: 16.1191
[33] valid_0's poisson: -104.505 valid_0's l1: 16.0051
[34] valid_0's poisson: -104.689 valid_0's l1: 15.8681
[35] valid_0's poisson: -104.763 valid_0's l1: 15.7947
[36] valid_0's poisson: -104.817 valid_0's l1: 15.7439
[37] valid_0's poisson: -104.871 valid_0's l1: 15.6876
[38] valid_0's poisson: -104.913 valid_0's l1: 15.6426
[39] valid_0's poisson: -105.154 valid_0's l1: 15.4603
[40] valid_0's poisson: -105.277 valid_0's l1: 15.3332
[41] valid_0's poisson: -105.469 valid_0's l1: 15.1774
[42] valid_0's poisson: -105.563 valid_0's l1: 15.0784
[43] valid_0's poisson: -105.593 valid_0's l1: 15.0405
[44] valid_0's poisson: -105.655 valid_0's l1: 14.9504
[45] valid_0's poisson: -105.679 valid_0's l1: 14.917
[46] valid_0's poisson: -105.703 valid_0's l1: 14.8749
[47] valid_0's poisson: -105.719 valid_0's l1: 14.845
[48] valid_0's poisson: -105.91 valid_0's l1: 14.6742
[49] valid_0's poisson: -105.929 valid_0's l1: 14.6142
[50] valid_0's poisson: -105.961 valid_0's l1: 14.5804
[51] valid_0's poisson: -105.996 valid_0's l1: 14.5431
[52] valid_0's poisson: -106.02 valid_0's l1: 14.5167
[53] valid_0's poisson: -106.034 valid_0's l1: 14.4932
[54] valid_0's poisson: -106.047 valid_0's l1: 14.4774
[55] valid_0's poisson: -106.196 valid_0's l1: 14.3358
[56] valid_0's poisson: -106.23 valid_0's l1: 14.2916
[57] valid_0's poisson: -106.198 valid_0's l1: 14.2103
[58] valid_0's poisson: -106.238 valid_0's l1: 14.1519
[59] valid_0's poisson: -106.273 valid_0's l1: 14.1176
[60] valid_0's poisson: -106.307 valid_0's l1: 14.0815
[61] valid_0's poisson: -106.308 valid_0's l1: 14.0699
[62] valid_0's poisson: -106.345 valid_0's l1: 14.0312
[63] valid_0's poisson: -106.347 valid_0's l1: 14.0188
[64] valid_0's poisson: -106.33 valid_0's l1: 14.0082
[65] valid_0's poisson: -106.36 valid_0's l1: 13.975
[66] valid_0's poisson: -106.387 valid_0's l1: 13.9349
[67] valid_0's poisson: -106.436 valid_0's l1: 13.8882
[68] valid_0's poisson: -106.459 valid_0's l1: 13.8495
[69] valid_0's poisson: -106.455 valid_0's l1: 13.8211
[70] valid_0's poisson: -106.467 valid_0's l1: 13.807
[71] valid_0's poisson: -106.484 valid_0's l1: 13.7801
[72] valid_0's poisson: -106.467 valid_0's l1: 13.7683
[73] valid_0's poisson: -106.477 valid_0's l1: 13.749
[74] valid_0's poisson: -106.433 valid_0's l1: 13.7275
[75] valid_0's poisson: -106.542 valid_0's l1: 13.6379
[76] valid_0's poisson: -106.512 valid_0's l1: 13.6286
[77] valid_0's poisson: -106.573 valid_0's l1: 13.56
[78] valid_0's poisson: -106.608 valid_0's l1: 13.5479
[79] valid_0's poisson: -106.633 valid_0's l1: 13.52
[80] valid_0's poisson: -106.637 valid_0's l1: 13.5098
[81] valid_0's poisson: -106.638 valid_0's l1: 13.4781
[82] valid_0's poisson: -106.666 valid_0's l1: 13.4669
[83] valid_0's poisson: -106.693 valid_0's l1: 13.4559
[84] valid_0's poisson: -106.702 valid_0's l1: 13.4354
[85] valid_0's poisson: -106.653 valid_0's l1: 13.402
[86] valid_0's poisson: -106.657 valid_0's l1: 13.3818
[87] valid_0's poisson: -106.663 valid_0's l1: 13.3561
[88] valid_0's poisson: -106.675 valid_0's l1: 13.3366
[89] valid_0's poisson: -106.652 valid_0's l1: 13.3294
[90] valid_0's poisson: -106.699 valid_0's l1: 13.3222
[91] valid_0's poisson: -106.688 valid_0's l1: 13.3066
[92] valid_0's poisson: -106.713 valid_0's l1: 13.3011
[93] valid_0's poisson: -106.715 valid_0's l1: 13.292
[94] valid_0's poisson: -106.74 valid_0's l1: 13.2386
[95] valid_0's poisson: -106.763 valid_0's l1: 13.193
[96] valid_0's poisson: -106.681 valid_0's l1: 13.1782
[97] valid_0's poisson: -106.68 valid_0's l1: 13.1697
[98] valid_0's poisson: -106.692 valid_0's l1: 13.1538
[99] valid_0's poisson: -106.695 valid_0's l1: 13.1493
[100] valid_0's poisson: -106.651 valid_0's l1: 13.1442
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.279 valid_0's l1: 28.2829
[2] valid_0's poisson: -85.7713 valid_0's l1: 27.2771
[3] valid_0's poisson: -87.8082 valid_0's l1: 26.3699
[4] valid_0's poisson: -89.4841 valid_0's l1: 25.5332
[5] valid_0's poisson: -90.8922 valid_0's l1: 24.7954
[6] valid_0's poisson: -92.0533 valid_0's l1: 24.1369
[7] valid_0's poisson: -93.0898 valid_0's l1: 23.5502
[8] valid_0's poisson: -93.9539 valid_0's l1: 23.0252
[9] valid_0's poisson: -94.7087 valid_0's l1: 22.5507
[10] valid_0's poisson: -95.4619 valid_0's l1: 22.103
[11] valid_0's poisson: -96.1919 valid_0's l1: 21.6471
[12] valid_0's poisson: -96.7024 valid_0's l1: 21.3111
[13] valid_0's poisson: -97.2428 valid_0's l1: 20.965
[14] valid_0's poisson: -98.1986 valid_0's l1: 20.5052
[15] valid_0's poisson: -98.6998 valid_0's l1: 20.1416
[16] valid_0's poisson: -99.0874 valid_0's l1: 19.8704
[17] valid_0's poisson: -99.9028 valid_0's l1: 19.4175
[18] valid_0's poisson: -100.203 valid_0's l1: 19.1838
[19] valid_0's poisson: -100.836 valid_0's l1: 18.7867
[20] valid_0's poisson: -101.042 valid_0's l1: 18.6258
[21] valid_0's poisson: -101.346 valid_0's l1: 18.3938
[22] valid_0's poisson: -101.607 valid_0's l1: 18.1551
[23] valid_0's poisson: -101.961 valid_0's l1: 17.9424
[24] valid_0's poisson: -102.2 valid_0's l1: 17.7516
[25] valid_0's poisson: -102.549 valid_0's l1: 17.5489
[26] valid_0's poisson: -102.728 valid_0's l1: 17.3679
[27] valid_0's poisson: -102.994 valid_0's l1: 17.181
[28] valid_0's poisson: -103.134 valid_0's l1: 17.0643
[29] valid_0's poisson: -103.59 valid_0's l1: 16.7784
[30] valid_0's poisson: -103.857 valid_0's l1: 16.5542
[31] valid_0's poisson: -104.042 valid_0's l1: 16.4235
[32] valid_0's poisson: -104.363 valid_0's l1: 16.1983
[33] valid_0's poisson: -104.465 valid_0's l1: 16.0778
[34] valid_0's poisson: -104.524 valid_0's l1: 16.0097
[35] valid_0's poisson: -104.749 valid_0's l1: 15.8477
[36] valid_0's poisson: -104.851 valid_0's l1: 15.7227
[37] valid_0's poisson: -105.035 valid_0's l1: 15.5799
[38] valid_0's poisson: -105.081 valid_0's l1: 15.5312
[39] valid_0's poisson: -105.281 valid_0's l1: 15.3704
[40] valid_0's poisson: -105.342 valid_0's l1: 15.3069
[41] valid_0's poisson: -105.43 valid_0's l1: 15.207
[42] valid_0's poisson: -105.475 valid_0's l1: 15.1641
[43] valid_0's poisson: -105.553 valid_0's l1: 15.1032
[44] valid_0's poisson: -105.677 valid_0's l1: 14.9695
[45] valid_0's poisson: -105.695 valid_0's l1: 14.9339
[46] valid_0's poisson: -105.72 valid_0's l1: 14.9053
[47] valid_0's poisson: -105.888 valid_0's l1: 14.7514
[48] valid_0's poisson: -105.935 valid_0's l1: 14.6843
[49] valid_0's poisson: -105.995 valid_0's l1: 14.6095
[50] valid_0's poisson: -106.029 valid_0's l1: 14.5671
[51] valid_0's poisson: -106.054 valid_0's l1: 14.5219
[52] valid_0's poisson: -106.035 valid_0's l1: 14.5
[53] valid_0's poisson: -106.104 valid_0's l1: 14.4204
[54] valid_0's poisson: -106.11 valid_0's l1: 14.3963
[55] valid_0's poisson: -106.156 valid_0's l1: 14.3407
[56] valid_0's poisson: -106.232 valid_0's l1: 14.2576
[57] valid_0's poisson: -106.295 valid_0's l1: 14.1854
[58] valid_0's poisson: -106.325 valid_0's l1: 14.1504
[59] valid_0's poisson: -106.339 valid_0's l1: 14.1235
[60] valid_0's poisson: -106.385 valid_0's l1: 14.0799
[61] valid_0's poisson: -106.398 valid_0's l1: 14.0599
[62] valid_0's poisson: -106.416 valid_0's l1: 14.0356
[63] valid_0's poisson: -106.439 valid_0's l1: 13.9914
[64] valid_0's poisson: -106.442 valid_0's l1: 13.9804
[65] valid_0's poisson: -106.446 valid_0's l1: 13.9684
[66] valid_0's poisson: -106.449 valid_0's l1: 13.952
[67] valid_0's poisson: -106.424 valid_0's l1: 13.9281
[68] valid_0's poisson: -106.491 valid_0's l1: 13.8955
[69] valid_0's poisson: -106.472 valid_0's l1: 13.8816
[70] valid_0's poisson: -106.455 valid_0's l1: 13.8547
[71] valid_0's poisson: -106.471 valid_0's l1: 13.8391
[72] valid_0's poisson: -106.43 valid_0's l1: 13.8131
[73] valid_0's poisson: -106.374 valid_0's l1: 13.7882
[74] valid_0's poisson: -106.376 valid_0's l1: 13.7696
[75] valid_0's poisson: -106.37 valid_0's l1: 13.7442
[76] valid_0's poisson: -106.388 valid_0's l1: 13.7213
[77] valid_0's poisson: -106.393 valid_0's l1: 13.6874
[78] valid_0's poisson: -106.343 valid_0's l1: 13.6788
[79] valid_0's poisson: -106.327 valid_0's l1: 13.6716
[80] valid_0's poisson: -106.334 valid_0's l1: 13.6531
[81] valid_0's poisson: -106.337 valid_0's l1: 13.6446
[82] valid_0's poisson: -106.335 valid_0's l1: 13.6241
[83] valid_0's poisson: -106.346 valid_0's l1: 13.606
[84] valid_0's poisson: -106.361 valid_0's l1: 13.588
[85] valid_0's poisson: -106.363 valid_0's l1: 13.5774
[86] valid_0's poisson: -106.365 valid_0's l1: 13.5714
[87] valid_0's poisson: -106.367 valid_0's l1: 13.5645
[88] valid_0's poisson: -106.459 valid_0's l1: 13.4769
[89] valid_0's poisson: -106.46 valid_0's l1: 13.4687
[90] valid_0's poisson: -106.467 valid_0's l1: 13.433
[91] valid_0's poisson: -106.471 valid_0's l1: 13.4111
[92] valid_0's poisson: -106.473 valid_0's l1: 13.4062
[93] valid_0's poisson: -106.483 valid_0's l1: 13.3956
[94] valid_0's poisson: -106.488 valid_0's l1: 13.3886
[95] valid_0's poisson: -106.486 valid_0's l1: 13.3827
[96] valid_0's poisson: -106.433 valid_0's l1: 13.3722
[97] valid_0's poisson: -106.431 valid_0's l1: 13.3645
[98] valid_0's poisson: -106.43 valid_0's l1: 13.3464
[99] valid_0's poisson: -106.512 valid_0's l1: 13.2737
[100] valid_0's poisson: -106.498 valid_0's l1: 13.27
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.2816 valid_0's l1: 28.2846
[2] valid_0's poisson: -85.6423 valid_0's l1: 27.315
[3] valid_0's poisson: -87.5962 valid_0's l1: 26.4239
[4] valid_0's poisson: -89.2901 valid_0's l1: 25.6086
[5] valid_0's poisson: -90.6817 valid_0's l1: 24.8701
[6] valid_0's poisson: -91.9029 valid_0's l1: 24.1976
[7] valid_0's poisson: -92.9226 valid_0's l1: 23.6097
[8] valid_0's poisson: -93.825 valid_0's l1: 23.1057
[9] valid_0's poisson: -94.6483 valid_0's l1: 22.6487
[10] valid_0's poisson: -95.481 valid_0's l1: 22.1544
[11] valid_0's poisson: -96.1838 valid_0's l1: 21.6865
[12] valid_0's poisson: -97.4339 valid_0's l1: 21.1099
[13] valid_0's poisson: -97.9325 valid_0's l1: 20.7241
[14] valid_0's poisson: -98.3439 valid_0's l1: 20.4296
[15] valid_0's poisson: -98.7689 valid_0's l1: 20.1393
[16] valid_0's poisson: -99.1463 valid_0's l1: 19.8628
[17] valid_0's poisson: -99.8163 valid_0's l1: 19.4782
[18] valid_0's poisson: -100.475 valid_0's l1: 19.0686
[19] valid_0's poisson: -101.266 valid_0's l1: 18.6537
[20] valid_0's poisson: -101.564 valid_0's l1: 18.3768
[21] valid_0's poisson: -101.738 valid_0's l1: 18.2292
[22] valid_0's poisson: -102.016 valid_0's l1: 17.9778
[23] valid_0's poisson: -102.417 valid_0's l1: 17.7075
[24] valid_0's poisson: -102.916 valid_0's l1: 17.3945
[25] valid_0's poisson: -103.303 valid_0's l1: 17.1235
[26] valid_0's poisson: -103.467 valid_0's l1: 16.9441
[27] valid_0's poisson: -103.57 valid_0's l1: 16.8489
[28] valid_0's poisson: -103.848 valid_0's l1: 16.606
[29] valid_0's poisson: -104.092 valid_0's l1: 16.419
[30] valid_0's poisson: -104.358 valid_0's l1: 16.216
[31] valid_0's poisson: -104.461 valid_0's l1: 16.1106
[32] valid_0's poisson: -104.592 valid_0's l1: 15.9724
[33] valid_0's poisson: -104.656 valid_0's l1: 15.9084
[34] valid_0's poisson: -104.725 valid_0's l1: 15.8352
[35] valid_0's poisson: -104.965 valid_0's l1: 15.6502
[36] valid_0's poisson: -105.167 valid_0's l1: 15.4868
[37] valid_0's poisson: -105.323 valid_0's l1: 15.3202
[38] valid_0's poisson: -105.368 valid_0's l1: 15.2646
[39] valid_0's poisson: -105.457 valid_0's l1: 15.1487
[40] valid_0's poisson: -105.608 valid_0's l1: 15.0054
[41] valid_0's poisson: -105.688 valid_0's l1: 14.9119
[42] valid_0's poisson: -105.714 valid_0's l1: 14.8707
[43] valid_0's poisson: -105.779 valid_0's l1: 14.8014
[44] valid_0's poisson: -105.815 valid_0's l1: 14.7618
[45] valid_0's poisson: -105.914 valid_0's l1: 14.6742
[46] valid_0's poisson: -105.944 valid_0's l1: 14.5934
[47] valid_0's poisson: -106.006 valid_0's l1: 14.5273
[48] valid_0's poisson: -106.023 valid_0's l1: 14.5051
[49] valid_0's poisson: -106.16 valid_0's l1: 14.3822
[50] valid_0's poisson: -106.176 valid_0's l1: 14.3093
[51] valid_0's poisson: -106.188 valid_0's l1: 14.2936
[52] valid_0's poisson: -106.205 valid_0's l1: 14.2676
[53] valid_0's poisson: -106.238 valid_0's l1: 14.22
[54] valid_0's poisson: -106.277 valid_0's l1: 14.1771
[55] valid_0's poisson: -106.301 valid_0's l1: 14.1489
[56] valid_0's poisson: -106.271 valid_0's l1: 14.1257
[57] valid_0's poisson: -106.364 valid_0's l1: 14.0763
[58] valid_0's poisson: -106.373 valid_0's l1: 14.0106
[59] valid_0's poisson: -106.429 valid_0's l1: 13.9334
[60] valid_0's poisson: -106.439 valid_0's l1: 13.8966
[61] valid_0's poisson: -106.395 valid_0's l1: 13.8851
[62] valid_0's poisson: -106.437 valid_0's l1: 13.8244
[63] valid_0's poisson: -106.456 valid_0's l1: 13.8008
[64] valid_0's poisson: -106.483 valid_0's l1: 13.7638
[65] valid_0's poisson: -106.474 valid_0's l1: 13.7412
[66] valid_0's poisson: -106.478 valid_0's l1: 13.7297
[67] valid_0's poisson: -106.506 valid_0's l1: 13.6922
[68] valid_0's poisson: -106.519 valid_0's l1: 13.6634
[69] valid_0's poisson: -106.522 valid_0's l1: 13.6536
[70] valid_0's poisson: -106.51 valid_0's l1: 13.6341
[71] valid_0's poisson: -106.507 valid_0's l1: 13.6198
[72] valid_0's poisson: -106.512 valid_0's l1: 13.6086
[73] valid_0's poisson: -106.496 valid_0's l1: 13.601
[74] valid_0's poisson: -106.512 valid_0's l1: 13.5873
[75] valid_0's poisson: -106.477 valid_0's l1: 13.5735
[76] valid_0's poisson: -106.555 valid_0's l1: 13.4853
[77] valid_0's poisson: -106.565 valid_0's l1: 13.4569
[78] valid_0's poisson: -106.56 valid_0's l1: 13.4366
[79] valid_0's poisson: -106.555 valid_0's l1: 13.4127
[80] valid_0's poisson: -106.561 valid_0's l1: 13.4006
[81] valid_0's poisson: -106.57 valid_0's l1: 13.3797
[82] valid_0's poisson: -106.565 valid_0's l1: 13.3672
[83] valid_0's poisson: -106.571 valid_0's l1: 13.3493
[84] valid_0's poisson: -106.526 valid_0's l1: 13.3397
[85] valid_0's poisson: -106.542 valid_0's l1: 13.3182
[86] valid_0's poisson: -106.542 valid_0's l1: 13.3042
[87] valid_0's poisson: -106.559 valid_0's l1: 13.2803
[88] valid_0's poisson: -106.618 valid_0's l1: 13.2244
[89] valid_0's poisson: -106.497 valid_0's l1: 13.2137
[90] valid_0's poisson: -106.503 valid_0's l1: 13.2033
[91] valid_0's poisson: -106.556 valid_0's l1: 13.1986
[92] valid_0's poisson: -106.559 valid_0's l1: 13.1867
[93] valid_0's poisson: -106.518 valid_0's l1: 13.1739
[94] valid_0's poisson: -106.514 valid_0's l1: 13.1693
[95] valid_0's poisson: -106.504 valid_0's l1: 13.165
[96] valid_0's poisson: -106.515 valid_0's l1: 13.1516
[97] valid_0's poisson: -106.505 valid_0's l1: 13.1468
[98] valid_0's poisson: -106.49 valid_0's l1: 13.1363
[99] valid_0's poisson: -106.49 valid_0's l1: 13.1323
[100] valid_0's poisson: -106.471 valid_0's l1: 13.1217
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.2183 valid_0's l1: 28.303
[2] valid_0's poisson: -85.6717 valid_0's l1: 27.3142
[3] valid_0's poisson: -87.6855 valid_0's l1: 26.4224
[4] valid_0's poisson: -89.2979 valid_0's l1: 25.6147
[5] valid_0's poisson: -90.7339 valid_0's l1: 24.8579
[6] valid_0's poisson: -91.9279 valid_0's l1: 24.192
[7] valid_0's poisson: -92.9605 valid_0's l1: 23.6021
[8] valid_0's poisson: -93.8414 valid_0's l1: 23.069
[9] valid_0's poisson: -94.5984 valid_0's l1: 22.6008
[10] valid_0's poisson: -95.439 valid_0's l1: 22.0957
[11] valid_0's poisson: -96.0612 valid_0's l1: 21.7112
[12] valid_0's poisson: -96.5983 valid_0's l1: 21.3646
[13] valid_0's poisson: -97.7349 valid_0's l1: 20.8252
[14] valid_0's poisson: -98.2306 valid_0's l1: 20.4546
[15] valid_0's poisson: -98.6713 valid_0's l1: 20.1561
[16] valid_0's poisson: -99.3827 valid_0's l1: 19.7973
[17] valid_0's poisson: -99.7496 valid_0's l1: 19.5005
[18] valid_0's poisson: -100.028 valid_0's l1: 19.258
[19] valid_0's poisson: -100.24 valid_0's l1: 19.0888
[20] valid_0's poisson: -101.073 valid_0's l1: 18.6788
[21] valid_0's poisson: -101.604 valid_0's l1: 18.3379
[22] valid_0's poisson: -101.859 valid_0's l1: 18.103
[23] valid_0's poisson: -102.053 valid_0's l1: 17.938
[24] valid_0's poisson: -102.402 valid_0's l1: 17.721
[25] valid_0's poisson: -102.913 valid_0's l1: 17.4088
[26] valid_0's poisson: -103.256 valid_0's l1: 17.1299
[27] valid_0's poisson: -103.437 valid_0's l1: 16.9705
[28] valid_0's poisson: -103.578 valid_0's l1: 16.8148
[29] valid_0's poisson: -103.701 valid_0's l1: 16.6999
[30] valid_0's poisson: -103.944 valid_0's l1: 16.5224
[31] valid_0's poisson: -104.121 valid_0's l1: 16.3787
[32] valid_0's poisson: -104.192 valid_0's l1: 16.3103
[33] valid_0's poisson: -104.489 valid_0's l1: 16.0978
[34] valid_0's poisson: -104.68 valid_0's l1: 15.9167
[35] valid_0's poisson: -104.848 valid_0's l1: 15.7833
[36] valid_0's poisson: -104.899 valid_0's l1: 15.7305
[37] valid_0's poisson: -105.132 valid_0's l1: 15.5459
[38] valid_0's poisson: -105.206 valid_0's l1: 15.4692
[39] valid_0's poisson: -105.26 valid_0's l1: 15.4108
[40] valid_0's poisson: -105.45 valid_0's l1: 15.2532
[41] valid_0's poisson: -105.535 valid_0's l1: 15.1445
[42] valid_0's poisson: -105.605 valid_0's l1: 15.0494
[43] valid_0's poisson: -105.662 valid_0's l1: 14.9931
[44] valid_0's poisson: -105.699 valid_0's l1: 14.9494
[45] valid_0's poisson: -105.737 valid_0's l1: 14.9105
[46] valid_0's poisson: -105.786 valid_0's l1: 14.8247
[47] valid_0's poisson: -105.825 valid_0's l1: 14.7821
[48] valid_0's poisson: -105.969 valid_0's l1: 14.6334
[49] valid_0's poisson: -106.012 valid_0's l1: 14.5835
[50] valid_0's poisson: -106.057 valid_0's l1: 14.5367
[51] valid_0's poisson: -106.13 valid_0's l1: 14.4396
[52] valid_0's poisson: -106.11 valid_0's l1: 14.425
[53] valid_0's poisson: -106.12 valid_0's l1: 14.4097
[54] valid_0's poisson: -106.115 valid_0's l1: 14.3632
[55] valid_0's poisson: -106.162 valid_0's l1: 14.3091
[56] valid_0's poisson: -106.228 valid_0's l1: 14.2274
[57] valid_0's poisson: -106.231 valid_0's l1: 14.1882
[58] valid_0's poisson: -106.275 valid_0's l1: 14.1323
[59] valid_0's poisson: -106.278 valid_0's l1: 14.1114
[60] valid_0's poisson: -106.375 valid_0's l1: 14.0052
[61] valid_0's poisson: -106.386 valid_0's l1: 13.9862
[62] valid_0's poisson: -106.414 valid_0's l1: 13.9404
[63] valid_0's poisson: -106.447 valid_0's l1: 13.8977
[64] valid_0's poisson: -106.446 valid_0's l1: 13.8725
[65] valid_0's poisson: -106.434 valid_0's l1: 13.8553
[66] valid_0's poisson: -106.46 valid_0's l1: 13.8221
[67] valid_0's poisson: -106.452 valid_0's l1: 13.7927
[68] valid_0's poisson: -106.506 valid_0's l1: 13.7606
[69] valid_0's poisson: -106.515 valid_0's l1: 13.7486
[70] valid_0's poisson: -106.543 valid_0's l1: 13.7069
[71] valid_0's poisson: -106.559 valid_0's l1: 13.6847
[72] valid_0's poisson: -106.546 valid_0's l1: 13.6636
[73] valid_0's poisson: -106.543 valid_0's l1: 13.6379
[74] valid_0's poisson: -106.562 valid_0's l1: 13.616
[75] valid_0's poisson: -106.605 valid_0's l1: 13.6056
[76] valid_0's poisson: -106.586 valid_0's l1: 13.5936
[77] valid_0's poisson: -106.549 valid_0's l1: 13.5644
[78] valid_0's poisson: -106.557 valid_0's l1: 13.5549
[79] valid_0's poisson: -106.561 valid_0's l1: 13.5478
[80] valid_0's poisson: -106.567 valid_0's l1: 13.5334
[81] valid_0's poisson: -106.542 valid_0's l1: 13.5229
[82] valid_0's poisson: -106.551 valid_0's l1: 13.5105
[83] valid_0's poisson: -106.494 valid_0's l1: 13.4991
[84] valid_0's poisson: -106.503 valid_0's l1: 13.4788
[85] valid_0's poisson: -106.507 valid_0's l1: 13.4683
[86] valid_0's poisson: -106.516 valid_0's l1: 13.4489
[87] valid_0's poisson: -106.579 valid_0's l1: 13.387
[88] valid_0's poisson: -106.64 valid_0's l1: 13.3716
[89] valid_0's poisson: -106.65 valid_0's l1: 13.3499
[90] valid_0's poisson: -106.651 valid_0's l1: 13.3408
[91] valid_0's poisson: -106.601 valid_0's l1: 13.3334
[92] valid_0's poisson: -106.533 valid_0's l1: 13.3243
[93] valid_0's poisson: -106.537 valid_0's l1: 13.3172
[94] valid_0's poisson: -106.546 valid_0's l1: 13.2998
[95] valid_0's poisson: -106.545 valid_0's l1: 13.2912
[96] valid_0's poisson: -106.54 valid_0's l1: 13.272
[97] valid_0's poisson: -106.542 valid_0's l1: 13.2653
[98] valid_0's poisson: -106.527 valid_0's l1: 13.2605
[99] valid_0's poisson: -106.531 valid_0's l1: 13.2567
[100] valid_0's poisson: -106.55 valid_0's l1: 13.2469
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.218 valid_0's l1: 28.3032
[2] valid_0's poisson: -85.5878 valid_0's l1: 27.3242
[3] valid_0's poisson: -87.6243 valid_0's l1: 26.4209
[4] valid_0's poisson: -89.3269 valid_0's l1: 25.5886
[5] valid_0's poisson: -90.7057 valid_0's l1: 24.8667
[6] valid_0's poisson: -91.8733 valid_0's l1: 24.2144
[7] valid_0's poisson: -92.8641 valid_0's l1: 23.6351
[8] valid_0's poisson: -93.7318 valid_0's l1: 23.1179
[9] valid_0's poisson: -94.5142 valid_0's l1: 22.6688
[10] valid_0's poisson: -95.3426 valid_0's l1: 22.1776
[11] valid_0's poisson: -96.0624 valid_0's l1: 21.7281
[12] valid_0's poisson: -96.6443 valid_0's l1: 21.3598
[13] valid_0's poisson: -97.6378 valid_0's l1: 20.8652
[14] valid_0's poisson: -98.1805 valid_0's l1: 20.4884
[15] valid_0's poisson: -98.6019 valid_0's l1: 20.2014
[16] valid_0's poisson: -99.4082 valid_0's l1: 19.8034
[17] valid_0's poisson: -99.8034 valid_0's l1: 19.4868
[18] valid_0's poisson: -100.485 valid_0's l1: 19.0747
[19] valid_0's poisson: -100.818 valid_0's l1: 18.8223
[20] valid_0's poisson: -101.263 valid_0's l1: 18.5125
[21] valid_0's poisson: -101.933 valid_0's l1: 18.1434
[22] valid_0's poisson: -102.148 valid_0's l1: 17.9537
[23] valid_0's poisson: -102.338 valid_0's l1: 17.7837
[24] valid_0's poisson: -102.468 valid_0's l1: 17.6586
[25] valid_0's poisson: -102.607 valid_0's l1: 17.5382
[26] valid_0's poisson: -102.951 valid_0's l1: 17.2646
[27] valid_0's poisson: -103.113 valid_0's l1: 17.0861
[28] valid_0's poisson: -103.249 valid_0's l1: 16.9383
[29] valid_0's poisson: -103.457 valid_0's l1: 16.7982
[30] valid_0's poisson: -103.752 valid_0's l1: 16.5972
[31] valid_0's poisson: -104.117 valid_0's l1: 16.3473
[32] valid_0's poisson: -104.357 valid_0's l1: 16.1725
[33] valid_0's poisson: -104.416 valid_0's l1: 16.1119
[34] valid_0's poisson: -104.544 valid_0's l1: 15.9901
[35] valid_0's poisson: -104.802 valid_0's l1: 15.7972
[36] valid_0's poisson: -104.902 valid_0's l1: 15.6711
[37] valid_0's poisson: -105.06 valid_0's l1: 15.5058
[38] valid_0's poisson: -105.129 valid_0's l1: 15.4356
[39] valid_0's poisson: -105.277 valid_0's l1: 15.3095
[40] valid_0's poisson: -105.442 valid_0's l1: 15.1623
[41] valid_0's poisson: -105.476 valid_0's l1: 15.1216
[42] valid_0's poisson: -105.548 valid_0's l1: 15.0355
[43] valid_0's poisson: -105.57 valid_0's l1: 15.0083
[44] valid_0's poisson: -105.709 valid_0's l1: 14.885
[45] valid_0's poisson: -105.72 valid_0's l1: 14.8545
[46] valid_0's poisson: -105.894 valid_0's l1: 14.6997
[47] valid_0's poisson: -105.932 valid_0's l1: 14.6574
[48] valid_0's poisson: -105.984 valid_0's l1: 14.5916
[49] valid_0's poisson: -106.03 valid_0's l1: 14.5399
[50] valid_0's poisson: -106.06 valid_0's l1: 14.4946
[51] valid_0's poisson: -106.135 valid_0's l1: 14.4263
[52] valid_0's poisson: -106.183 valid_0's l1: 14.3775
[53] valid_0's poisson: -106.201 valid_0's l1: 14.3376
[54] valid_0's poisson: -106.193 valid_0's l1: 14.3158
[55] valid_0's poisson: -106.256 valid_0's l1: 14.2421
[56] valid_0's poisson: -106.287 valid_0's l1: 14.1771
[57] valid_0's poisson: -106.303 valid_0's l1: 14.1564
[58] valid_0's poisson: -106.306 valid_0's l1: 14.1268
[59] valid_0's poisson: -106.299 valid_0's l1: 14.098
[60] valid_0's poisson: -106.421 valid_0's l1: 13.978
[61] valid_0's poisson: -106.443 valid_0's l1: 13.9188
[62] valid_0's poisson: -106.409 valid_0's l1: 13.8869
[63] valid_0's poisson: -106.436 valid_0's l1: 13.8544
[64] valid_0's poisson: -106.457 valid_0's l1: 13.8273
[65] valid_0's poisson: -106.475 valid_0's l1: 13.7945
[66] valid_0's poisson: -106.51 valid_0's l1: 13.7438
[67] valid_0's poisson: -106.503 valid_0's l1: 13.7334
[68] valid_0's poisson: -106.498 valid_0's l1: 13.723
[69] valid_0's poisson: -106.518 valid_0's l1: 13.6982
[70] valid_0's poisson: -106.53 valid_0's l1: 13.6678
[71] valid_0's poisson: -106.535 valid_0's l1: 13.6523
[72] valid_0's poisson: -106.539 valid_0's l1: 13.6443
[73] valid_0's poisson: -106.562 valid_0's l1: 13.616
[74] valid_0's poisson: -106.565 valid_0's l1: 13.5905
[75] valid_0's poisson: -106.595 valid_0's l1: 13.5699
[76] valid_0's poisson: -106.579 valid_0's l1: 13.5589
[77] valid_0's poisson: -106.581 valid_0's l1: 13.5392
[78] valid_0's poisson: -106.584 valid_0's l1: 13.5199
[79] valid_0's poisson: -106.576 valid_0's l1: 13.51
[80] valid_0's poisson: -106.622 valid_0's l1: 13.4297
[81] valid_0's poisson: -106.614 valid_0's l1: 13.4212
[82] valid_0's poisson: -106.614 valid_0's l1: 13.4017
[83] valid_0's poisson: -106.577 valid_0's l1: 13.3855
[84] valid_0's poisson: -106.578 valid_0's l1: 13.3779
[85] valid_0's poisson: -106.577 valid_0's l1: 13.3646
[86] valid_0's poisson: -106.573 valid_0's l1: 13.3596
[87] valid_0's poisson: -106.641 valid_0's l1: 13.3283
[88] valid_0's poisson: -106.619 valid_0's l1: 13.3231
[89] valid_0's poisson: -106.568 valid_0's l1: 13.3068
[90] valid_0's poisson: -106.522 valid_0's l1: 13.3001
[91] valid_0's poisson: -106.589 valid_0's l1: 13.2843
[92] valid_0's poisson: -106.612 valid_0's l1: 13.2611
[93] valid_0's poisson: -106.61 valid_0's l1: 13.2544
[94] valid_0's poisson: -106.612 valid_0's l1: 13.2451
[95] valid_0's poisson: -106.624 valid_0's l1: 13.2389
[96] valid_0's poisson: -106.63 valid_0's l1: 13.2356
[97] valid_0's poisson: -106.663 valid_0's l1: 13.2266
[98] valid_0's poisson: -106.667 valid_0's l1: 13.2186
[99] valid_0's poisson: -106.691 valid_0's l1: 13.1749
[100] valid_0's poisson: -106.696 valid_0's l1: 13.1496
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1766 valid_0's l1: 29.0762
[2] valid_0's poisson: -81.9266 valid_0's l1: 28.8007
[3] valid_0's poisson: -82.6359 valid_0's l1: 28.5304
[4] valid_0's poisson: -83.3078 valid_0's l1: 28.2661
[5] valid_0's poisson: -83.9743 valid_0's l1: 27.9997
[6] valid_0's poisson: -84.6286 valid_0's l1: 27.7364
[7] valid_0's poisson: -85.2478 valid_0's l1: 27.4797
[8] valid_0's poisson: -85.8625 valid_0's l1: 27.2215
[9] valid_0's poisson: -86.4461 valid_0's l1: 26.9676
[10] valid_0's poisson: -86.9633 valid_0's l1: 26.7297
[11] valid_0's poisson: -87.4676 valid_0's l1: 26.4935
[12] valid_0's poisson: -87.9714 valid_0's l1: 26.257
[13] valid_0's poisson: -88.4553 valid_0's l1: 26.0261
[14] valid_0's poisson: -88.8817 valid_0's l1: 25.8095
[15] valid_0's poisson: -89.3266 valid_0's l1: 25.5887
[16] valid_0's poisson: -89.7436 valid_0's l1: 25.3752
[17] valid_0's poisson: -90.135 valid_0's l1: 25.1673
[18] valid_0's poisson: -90.5093 valid_0's l1: 24.9641
[19] valid_0's poisson: -90.8558 valid_0's l1: 24.7751
[20] valid_0's poisson: -91.1899 valid_0's l1: 24.5863
[21] valid_0's poisson: -91.5213 valid_0's l1: 24.3999
[22] valid_0's poisson: -91.8287 valid_0's l1: 24.2229
[23] valid_0's poisson: -92.1334 valid_0's l1: 24.0476
[24] valid_0's poisson: -92.426 valid_0's l1: 23.876
[25] valid_0's poisson: -92.7635 valid_0's l1: 23.6921
[26] valid_0's poisson: -93.0882 valid_0's l1: 23.511
[27] valid_0's poisson: -93.3627 valid_0's l1: 23.3478
[28] valid_0's poisson: -93.6178 valid_0's l1: 23.1909
[29] valid_0's poisson: -93.8563 valid_0's l1: 23.0461
[30] valid_0's poisson: -94.1157 valid_0's l1: 22.8907
[31] valid_0's poisson: -94.3965 valid_0's l1: 22.7262
[32] valid_0's poisson: -94.6605 valid_0's l1: 22.5707
[33] valid_0's poisson: -94.9234 valid_0's l1: 22.4142
[34] valid_0's poisson: -95.3733 valid_0's l1: 22.2234
[35] valid_0's poisson: -95.5686 valid_0's l1: 22.0936
[36] valid_0's poisson: -95.8024 valid_0's l1: 21.9528
[37] valid_0's poisson: -95.9917 valid_0's l1: 21.8273
[38] valid_0's poisson: -96.1688 valid_0's l1: 21.705
[39] valid_0's poisson: -96.3703 valid_0's l1: 21.5701
[40] valid_0's poisson: -96.7054 valid_0's l1: 21.4105
[41] valid_0's poisson: -97.0968 valid_0's l1: 21.228
[42] valid_0's poisson: -97.4532 valid_0's l1: 21.0529
[43] valid_0's poisson: -97.7995 valid_0's l1: 20.879
[44] valid_0's poisson: -98.1337 valid_0's l1: 20.7149
[45] valid_0's poisson: -98.4579 valid_0's l1: 20.5432
[46] valid_0's poisson: -98.7364 valid_0's l1: 20.3889
[47] valid_0's poisson: -98.9982 valid_0's l1: 20.2346
[48] valid_0's poisson: -99.2355 valid_0's l1: 20.1003
[49] valid_0's poisson: -99.4891 valid_0's l1: 19.9496
[50] valid_0's poisson: -99.7534 valid_0's l1: 19.7955
[51] valid_0's poisson: -99.9627 valid_0's l1: 19.6695
[52] valid_0's poisson: -100.186 valid_0's l1: 19.5281
[53] valid_0's poisson: -100.411 valid_0's l1: 19.3838
[54] valid_0's poisson: -100.626 valid_0's l1: 19.2509
[55] valid_0's poisson: -100.733 valid_0's l1: 19.1588
[56] valid_0's poisson: -100.92 valid_0's l1: 19.036
[57] valid_0's poisson: -101.112 valid_0's l1: 18.9047
[58] valid_0's poisson: -101.308 valid_0's l1: 18.7699
[59] valid_0's poisson: -101.482 valid_0's l1: 18.6433
[60] valid_0's poisson: -101.635 valid_0's l1: 18.524
[61] valid_0's poisson: -101.8 valid_0's l1: 18.4029
[62] valid_0's poisson: -101.887 valid_0's l1: 18.3241
[63] valid_0's poisson: -102.024 valid_0's l1: 18.2272
[64] valid_0's poisson: -102.094 valid_0's l1: 18.1611
[65] valid_0's poisson: -102.222 valid_0's l1: 18.0676
[66] valid_0's poisson: -102.311 valid_0's l1: 17.9896
[67] valid_0's poisson: -102.39 valid_0's l1: 17.9151
[68] valid_0's poisson: -102.505 valid_0's l1: 17.8239
[69] valid_0's poisson: -102.634 valid_0's l1: 17.7169
[70] valid_0's poisson: -102.745 valid_0's l1: 17.6328
[71] valid_0's poisson: -102.885 valid_0's l1: 17.5204
[72] valid_0's poisson: -103.02 valid_0's l1: 17.4118
[73] valid_0's poisson: -103.142 valid_0's l1: 17.3212
[74] valid_0's poisson: -103.25 valid_0's l1: 17.2271
[75] valid_0's poisson: -103.355 valid_0's l1: 17.1364
[76] valid_0's poisson: -103.476 valid_0's l1: 17.0371
[77] valid_0's poisson: -103.604 valid_0's l1: 16.9399
[78] valid_0's poisson: -103.662 valid_0's l1: 16.8833
[79] valid_0's poisson: -103.723 valid_0's l1: 16.8227
[80] valid_0's poisson: -103.811 valid_0's l1: 16.7491
[81] valid_0's poisson: -103.894 valid_0's l1: 16.6746
[82] valid_0's poisson: -103.952 valid_0's l1: 16.6189
[83] valid_0's poisson: -104.041 valid_0's l1: 16.5364
[84] valid_0's poisson: -104.091 valid_0's l1: 16.481
[85] valid_0's poisson: -104.139 valid_0's l1: 16.4307
[86] valid_0's poisson: -104.241 valid_0's l1: 16.3402
[87] valid_0's poisson: -104.339 valid_0's l1: 16.2528
[88] valid_0's poisson: -104.437 valid_0's l1: 16.1679
[89] valid_0's poisson: -104.474 valid_0's l1: 16.128
[90] valid_0's poisson: -104.534 valid_0's l1: 16.0726
[91] valid_0's poisson: -104.599 valid_0's l1: 16.0137
[92] valid_0's poisson: -104.685 valid_0's l1: 15.94
[93] valid_0's poisson: -104.755 valid_0's l1: 15.8797
[94] valid_0's poisson: -104.836 valid_0's l1: 15.8018
[95] valid_0's poisson: -104.914 valid_0's l1: 15.726
[96] valid_0's poisson: -104.979 valid_0's l1: 15.6585
[97] valid_0's poisson: -105.014 valid_0's l1: 15.6178
[98] valid_0's poisson: -105.077 valid_0's l1: 15.5526
[99] valid_0's poisson: -105.131 valid_0's l1: 15.4994
[100] valid_0's poisson: -105.19 valid_0's l1: 15.4394
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1958 valid_0's l1: 29.0694
[2] valid_0's poisson: -81.9424 valid_0's l1: 28.7937
[3] valid_0's poisson: -82.6823 valid_0's l1: 28.5183
[4] valid_0's poisson: -83.3811 valid_0's l1: 28.2488
[5] valid_0's poisson: -84.0489 valid_0's l1: 27.9831
[6] valid_0's poisson: -84.6643 valid_0's l1: 27.7239
[7] valid_0's poisson: -85.291 valid_0's l1: 27.4615
[8] valid_0's poisson: -85.9104 valid_0's l1: 27.2006
[9] valid_0's poisson: -86.4772 valid_0's l1: 26.9532
[10] valid_0's poisson: -87.0333 valid_0's l1: 26.7083
[11] valid_0's poisson: -87.5278 valid_0's l1: 26.4739
[12] valid_0's poisson: -88.0324 valid_0's l1: 26.2387
[13] valid_0's poisson: -88.5127 valid_0's l1: 26.0088
[14] valid_0's poisson: -88.9532 valid_0's l1: 25.7869
[15] valid_0's poisson: -89.3879 valid_0's l1: 25.5693
[16] valid_0's poisson: -89.8074 valid_0's l1: 25.3543
[17] valid_0's poisson: -90.1923 valid_0's l1: 25.1485
[18] valid_0's poisson: -90.5563 valid_0's l1: 24.9523
[19] valid_0's poisson: -90.9433 valid_0's l1: 24.7481
[20] valid_0's poisson: -91.2718 valid_0's l1: 24.56
[21] valid_0's poisson: -91.6028 valid_0's l1: 24.3761
[22] valid_0's poisson: -91.9163 valid_0's l1: 24.1955
[23] valid_0's poisson: -92.2254 valid_0's l1: 24.0161
[24] valid_0's poisson: -92.5165 valid_0's l1: 23.8429
[25] valid_0's poisson: -92.8184 valid_0's l1: 23.6695
[26] valid_0's poisson: -93.1155 valid_0's l1: 23.4994
[27] valid_0's poisson: -93.3737 valid_0's l1: 23.3407
[28] valid_0's poisson: -93.6603 valid_0's l1: 23.1764
[29] valid_0's poisson: -93.9563 valid_0's l1: 23.0063
[30] valid_0's poisson: -94.2365 valid_0's l1: 22.8441
[31] valid_0's poisson: -94.5149 valid_0's l1: 22.6824
[32] valid_0's poisson: -94.7354 valid_0's l1: 22.5399
[33] valid_0's poisson: -95.1939 valid_0's l1: 22.344
[34] valid_0's poisson: -95.3988 valid_0's l1: 22.2091
[35] valid_0's poisson: -95.5904 valid_0's l1: 22.0842
[36] valid_0's poisson: -95.8265 valid_0's l1: 21.9408
[37] valid_0's poisson: -96.0429 valid_0's l1: 21.8001
[38] valid_0's poisson: -96.2258 valid_0's l1: 21.6746
[39] valid_0's poisson: -96.5696 valid_0's l1: 21.5127
[40] valid_0's poisson: -96.7661 valid_0's l1: 21.382
[41] valid_0's poisson: -97.1427 valid_0's l1: 21.2029
[42] valid_0's poisson: -97.4629 valid_0's l1: 21.0465
[43] valid_0's poisson: -97.7654 valid_0's l1: 20.8953
[44] valid_0's poisson: -98.034 valid_0's l1: 20.742
[45] valid_0's poisson: -98.3337 valid_0's l1: 20.5751
[46] valid_0's poisson: -98.4595 valid_0's l1: 20.4798
[47] valid_0's poisson: -98.7378 valid_0's l1: 20.3284
[48] valid_0's poisson: -99.0234 valid_0's l1: 20.1713
[49] valid_0's poisson: -99.2668 valid_0's l1: 20.0216
[50] valid_0's poisson: -99.5069 valid_0's l1: 19.875
[51] valid_0's poisson: -99.7733 valid_0's l1: 19.7285
[52] valid_0's poisson: -99.9887 valid_0's l1: 19.5888
[53] valid_0's poisson: -100.194 valid_0's l1: 19.4524
[54] valid_0's poisson: -100.387 valid_0's l1: 19.3314
[55] valid_0's poisson: -100.499 valid_0's l1: 19.2306
[56] valid_0's poisson: -100.655 valid_0's l1: 19.1157
[57] valid_0's poisson: -100.76 valid_0's l1: 19.0188
[58] valid_0's poisson: -100.935 valid_0's l1: 18.9055
[59] valid_0's poisson: -101.119 valid_0's l1: 18.7757
[60] valid_0's poisson: -101.281 valid_0's l1: 18.654
[61] valid_0's poisson: -101.436 valid_0's l1: 18.535
[62] valid_0's poisson: -101.585 valid_0's l1: 18.419
[63] valid_0's poisson: -101.74 valid_0's l1: 18.3152
[64] valid_0's poisson: -101.916 valid_0's l1: 18.1867
[65] valid_0's poisson: -102.01 valid_0's l1: 18.1024
[66] valid_0's poisson: -102.084 valid_0's l1: 18.0327
[67] valid_0's poisson: -102.253 valid_0's l1: 17.9077
[68] valid_0's poisson: -102.42 valid_0's l1: 17.7826
[69] valid_0's poisson: -102.571 valid_0's l1: 17.6664
[70] valid_0's poisson: -102.692 valid_0's l1: 17.5768
[71] valid_0's poisson: -102.81 valid_0's l1: 17.4858
[72] valid_0's poisson: -102.947 valid_0's l1: 17.3773
[73] valid_0's poisson: -103.088 valid_0's l1: 17.2662
[74] valid_0's poisson: -103.196 valid_0's l1: 17.1707
[75] valid_0's poisson: -103.26 valid_0's l1: 17.1075
[76] valid_0's poisson: -103.335 valid_0's l1: 17.0351
[77] valid_0's poisson: -103.391 valid_0's l1: 16.979
[78] valid_0's poisson: -103.494 valid_0's l1: 16.8884
[79] valid_0's poisson: -103.549 valid_0's l1: 16.8332
[80] valid_0's poisson: -103.643 valid_0's l1: 16.7481
[81] valid_0's poisson: -103.74 valid_0's l1: 16.6751
[82] valid_0's poisson: -103.855 valid_0's l1: 16.5783
[83] valid_0's poisson: -103.973 valid_0's l1: 16.4825
[84] valid_0's poisson: -104.054 valid_0's l1: 16.4134
[85] valid_0's poisson: -104.107 valid_0's l1: 16.3616
[86] valid_0's poisson: -104.155 valid_0's l1: 16.3122
[87] valid_0's poisson: -104.231 valid_0's l1: 16.2481
[88] valid_0's poisson: -104.319 valid_0's l1: 16.1699
[89] valid_0's poisson: -104.412 valid_0's l1: 16.0947
[90] valid_0's poisson: -104.498 valid_0's l1: 16.0139
[91] valid_0's poisson: -104.539 valid_0's l1: 15.9704
[92] valid_0's poisson: -104.587 valid_0's l1: 15.9197
[93] valid_0's poisson: -104.664 valid_0's l1: 15.8489
[94] valid_0's poisson: -104.699 valid_0's l1: 15.8116
[95] valid_0's poisson: -104.765 valid_0's l1: 15.7497
[96] valid_0's poisson: -104.804 valid_0's l1: 15.7003
[97] valid_0's poisson: -104.869 valid_0's l1: 15.6443
[98] valid_0's poisson: -104.908 valid_0's l1: 15.6035
[99] valid_0's poisson: -104.947 valid_0's l1: 15.5553
[100] valid_0's poisson: -105.013 valid_0's l1: 15.492
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.198 valid_0's l1: 29.0702
[2] valid_0's poisson: -81.9663 valid_0's l1: 28.79
[3] valid_0's poisson: -82.6922 valid_0's l1: 28.5151
[4] valid_0's poisson: -83.3796 valid_0's l1: 28.2453
[5] valid_0's poisson: -84.0787 valid_0's l1: 27.9716
[6] valid_0's poisson: -84.7043 valid_0's l1: 27.7124
[7] valid_0's poisson: -85.3481 valid_0's l1: 27.4484
[8] valid_0's poisson: -85.9113 valid_0's l1: 27.2001
[9] valid_0's poisson: -86.478 valid_0's l1: 26.9518
[10] valid_0's poisson: -87.0307 valid_0's l1: 26.7061
[11] valid_0's poisson: -87.5545 valid_0's l1: 26.4666
[12] valid_0's poisson: -88.0746 valid_0's l1: 26.2266
[13] valid_0's poisson: -88.5507 valid_0's l1: 25.9978
[14] valid_0's poisson: -89.0019 valid_0's l1: 25.7762
[15] valid_0's poisson: -89.4134 valid_0's l1: 25.563
[16] valid_0's poisson: -89.8185 valid_0's l1: 25.349
[17] valid_0's poisson: -90.2081 valid_0's l1: 25.1433
[18] valid_0's poisson: -90.5957 valid_0's l1: 24.9389
[19] valid_0's poisson: -90.9494 valid_0's l1: 24.7438
[20] valid_0's poisson: -91.2888 valid_0's l1: 24.5558
[21] valid_0's poisson: -91.6136 valid_0's l1: 24.3716
[22] valid_0's poisson: -91.9359 valid_0's l1: 24.1912
[23] valid_0's poisson: -92.2771 valid_0's l1: 24.0046
[24] valid_0's poisson: -92.5732 valid_0's l1: 23.8325
[25] valid_0's poisson: -92.8601 valid_0's l1: 23.6654
[26] valid_0's poisson: -93.1287 valid_0's l1: 23.5042
[27] valid_0's poisson: -93.4205 valid_0's l1: 23.3367
[28] valid_0's poisson: -93.7146 valid_0's l1: 23.1692
[29] valid_0's poisson: -93.9831 valid_0's l1: 23.0135
[30] valid_0's poisson: -94.2433 valid_0's l1: 22.8593
[31] valid_0's poisson: -94.4677 valid_0's l1: 22.7149
[32] valid_0's poisson: -94.7332 valid_0's l1: 22.5585
[33] valid_0's poisson: -95.2034 valid_0's l1: 22.3608
[34] valid_0's poisson: -95.6921 valid_0's l1: 22.1489
[35] valid_0's poisson: -96.1314 valid_0's l1: 21.9486
[36] valid_0's poisson: -96.3748 valid_0's l1: 21.797
[37] valid_0's poisson: -96.7753 valid_0's l1: 21.6048
[38] valid_0's poisson: -97.1237 valid_0's l1: 21.4262
[39] valid_0's poisson: -97.5004 valid_0's l1: 21.2349
[40] valid_0's poisson: -97.8129 valid_0's l1: 21.0644
[41] valid_0's poisson: -97.965 valid_0's l1: 20.9458
[42] valid_0's poisson: -98.2766 valid_0's l1: 20.7738
[43] valid_0's poisson: -98.4179 valid_0's l1: 20.66
[44] valid_0's poisson: -98.6827 valid_0's l1: 20.514
[45] valid_0's poisson: -98.9624 valid_0's l1: 20.3517
[46] valid_0's poisson: -99.0961 valid_0's l1: 20.243
[47] valid_0's poisson: -99.2333 valid_0's l1: 20.1381
[48] valid_0's poisson: -99.4974 valid_0's l1: 19.9834
[49] valid_0's poisson: -99.7593 valid_0's l1: 19.8283
[50] valid_0's poisson: -99.9554 valid_0's l1: 19.6957
[51] valid_0's poisson: -100.186 valid_0's l1: 19.5447
[52] valid_0's poisson: -100.384 valid_0's l1: 19.4208
[53] valid_0's poisson: -100.61 valid_0's l1: 19.2731
[54] valid_0's poisson: -100.705 valid_0's l1: 19.1904
[55] valid_0's poisson: -100.807 valid_0's l1: 19.1004
[56] valid_0's poisson: -100.98 valid_0's l1: 18.9857
[57] valid_0's poisson: -101.163 valid_0's l1: 18.8641
[58] valid_0's poisson: -101.352 valid_0's l1: 18.7271
[59] valid_0's poisson: -101.522 valid_0's l1: 18.6072
[60] valid_0's poisson: -101.715 valid_0's l1: 18.4641
[61] valid_0's poisson: -101.871 valid_0's l1: 18.3505
[62] valid_0's poisson: -102.05 valid_0's l1: 18.214
[63] valid_0's poisson: -102.221 valid_0's l1: 18.0823
[64] valid_0's poisson: -102.385 valid_0's l1: 17.954
[65] valid_0's poisson: -102.54 valid_0's l1: 17.8313
[66] valid_0's poisson: -102.635 valid_0's l1: 17.7419
[67] valid_0's poisson: -102.789 valid_0's l1: 17.6197
[68] valid_0's poisson: -102.906 valid_0's l1: 17.531
[69] valid_0's poisson: -103.022 valid_0's l1: 17.4421
[70] valid_0's poisson: -103.094 valid_0's l1: 17.3721
[71] valid_0's poisson: -103.213 valid_0's l1: 17.2686
[72] valid_0's poisson: -103.325 valid_0's l1: 17.1696
[73] valid_0's poisson: -103.435 valid_0's l1: 17.088
[74] valid_0's poisson: -103.544 valid_0's l1: 16.9919
[75] valid_0's poisson: -103.653 valid_0's l1: 16.9045
[76] valid_0's poisson: -103.767 valid_0's l1: 16.8176
[77] valid_0's poisson: -103.83 valid_0's l1: 16.7575
[78] valid_0's poisson: -103.918 valid_0's l1: 16.6722
[79] valid_0's poisson: -104.011 valid_0's l1: 16.5847
[80] valid_0's poisson: -104.106 valid_0's l1: 16.5049
[81] valid_0's poisson: -104.195 valid_0's l1: 16.4195
[82] valid_0's poisson: -104.288 valid_0's l1: 16.3339
[83] valid_0's poisson: -104.367 valid_0's l1: 16.2549
[84] valid_0's poisson: -104.464 valid_0's l1: 16.1729
[85] valid_0's poisson: -104.54 valid_0's l1: 16.0951
[86] valid_0's poisson: -104.595 valid_0's l1: 16.0407
[87] valid_0's poisson: -104.64 valid_0's l1: 15.9924
[88] valid_0's poisson: -104.728 valid_0's l1: 15.9144
[89] valid_0's poisson: -104.801 valid_0's l1: 15.8411
[90] valid_0's poisson: -104.869 valid_0's l1: 15.7692
[91] valid_0's poisson: -104.944 valid_0's l1: 15.7026
[92] valid_0's poisson: -104.985 valid_0's l1: 15.6581
[93] valid_0's poisson: -105.033 valid_0's l1: 15.6081
[94] valid_0's poisson: -105.091 valid_0's l1: 15.547
[95] valid_0's poisson: -105.148 valid_0's l1: 15.4912
[96] valid_0's poisson: -105.203 valid_0's l1: 15.4305
[97] valid_0's poisson: -105.272 valid_0's l1: 15.3592
[98] valid_0's poisson: -105.338 valid_0's l1: 15.2923
[99] valid_0's poisson: -105.373 valid_0's l1: 15.2522
[100] valid_0's poisson: -105.417 valid_0's l1: 15.2067
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1787 valid_0's l1: 29.0758
[2] valid_0's poisson: -81.9542 valid_0's l1: 28.7967
[3] valid_0's poisson: -82.6819 valid_0's l1: 28.5233
[4] valid_0's poisson: -83.3753 valid_0's l1: 28.2541
[5] valid_0's poisson: -84.0317 valid_0's l1: 27.9904
[6] valid_0's poisson: -84.7024 valid_0's l1: 27.7209
[7] valid_0's poisson: -85.32 valid_0's l1: 27.4629
[8] valid_0's poisson: -85.9209 valid_0's l1: 27.2069
[9] valid_0's poisson: -86.4981 valid_0's l1: 26.9561
[10] valid_0's poisson: -87.0285 valid_0's l1: 26.7162
[11] valid_0's poisson: -87.5519 valid_0's l1: 26.4749
[12] valid_0's poisson: -88.0492 valid_0's l1: 26.2406
[13] valid_0's poisson: -88.5247 valid_0's l1: 26.0112
[14] valid_0's poisson: -89.0011 valid_0's l1: 25.78
[15] valid_0's poisson: -89.445 valid_0's l1: 25.5604
[16] valid_0's poisson: -89.8497 valid_0's l1: 25.3475
[17] valid_0's poisson: -90.2374 valid_0's l1: 25.1393
[18] valid_0's poisson: -90.6083 valid_0's l1: 24.9371
[19] valid_0's poisson: -90.9659 valid_0's l1: 24.7424
[20] valid_0's poisson: -91.3102 valid_0's l1: 24.5492
[21] valid_0's poisson: -91.6389 valid_0's l1: 24.3643
[22] valid_0's poisson: -91.9419 valid_0's l1: 24.1852
[23] valid_0's poisson: -92.2706 valid_0's l1: 23.9999
[24] valid_0's poisson: -92.5525 valid_0's l1: 23.8283
[25] valid_0's poisson: -92.8245 valid_0's l1: 23.6629
[26] valid_0's poisson: -93.1423 valid_0's l1: 23.4848
[27] valid_0's poisson: -93.4452 valid_0's l1: 23.315
[28] valid_0's poisson: -93.7511 valid_0's l1: 23.1439
[29] valid_0's poisson: -94.2165 valid_0's l1: 22.9481
[30] valid_0's poisson: -94.4959 valid_0's l1: 22.7845
[31] valid_0's poisson: -94.7193 valid_0's l1: 22.6375
[32] valid_0's poisson: -94.9662 valid_0's l1: 22.483
[33] valid_0's poisson: -95.1816 valid_0's l1: 22.3444
[34] valid_0's poisson: -95.4264 valid_0's l1: 22.1974
[35] valid_0's poisson: -95.8557 valid_0's l1: 22.0086
[36] valid_0's poisson: -96.0509 valid_0's l1: 21.8788
[37] valid_0's poisson: -96.259 valid_0's l1: 21.7427
[38] valid_0's poisson: -96.6179 valid_0's l1: 21.5745
[39] valid_0's poisson: -96.7773 valid_0's l1: 21.4578
[40] valid_0's poisson: -97.1581 valid_0's l1: 21.2714
[41] valid_0's poisson: -97.4432 valid_0's l1: 21.1147
[42] valid_0's poisson: -97.7618 valid_0's l1: 20.9496
[43] valid_0's poisson: -98.1121 valid_0's l1: 20.7693
[44] valid_0's poisson: -98.4307 valid_0's l1: 20.6057
[45] valid_0's poisson: -98.7009 valid_0's l1: 20.4546
[46] valid_0's poisson: -98.9837 valid_0's l1: 20.2925
[47] valid_0's poisson: -99.2516 valid_0's l1: 20.1355
[48] valid_0's poisson: -99.5044 valid_0's l1: 19.9831
[49] valid_0's poisson: -99.7604 valid_0's l1: 19.8316
[50] valid_0's poisson: -100.001 valid_0's l1: 19.6844
[51] valid_0's poisson: -100.242 valid_0's l1: 19.534
[52] valid_0's poisson: -100.451 valid_0's l1: 19.3949
[53] valid_0's poisson: -100.55 valid_0's l1: 19.3094
[54] valid_0's poisson: -100.71 valid_0's l1: 19.1892
[55] valid_0's poisson: -100.812 valid_0's l1: 19.0995
[56] valid_0's poisson: -100.916 valid_0's l1: 19.0121
[57] valid_0's poisson: -101.02 valid_0's l1: 18.9229
[58] valid_0's poisson: -101.191 valid_0's l1: 18.7973
[59] valid_0's poisson: -101.38 valid_0's l1: 18.6658
[60] valid_0's poisson: -101.52 valid_0's l1: 18.5568
[61] valid_0's poisson: -101.695 valid_0's l1: 18.4405
[62] valid_0's poisson: -101.785 valid_0's l1: 18.3589
[63] valid_0's poisson: -101.963 valid_0's l1: 18.2274
[64] valid_0's poisson: -102.136 valid_0's l1: 18.0976
[65] valid_0's poisson: -102.22 valid_0's l1: 18.0235
[66] valid_0's poisson: -102.38 valid_0's l1: 17.9013
[67] valid_0's poisson: -102.463 valid_0's l1: 17.8235
[68] valid_0's poisson: -102.614 valid_0's l1: 17.7059
[69] valid_0's poisson: -102.759 valid_0's l1: 17.5915
[70] valid_0's poisson: -102.831 valid_0's l1: 17.5238
[71] valid_0's poisson: -102.986 valid_0's l1: 17.4085
[72] valid_0's poisson: -103.066 valid_0's l1: 17.3332
[73] valid_0's poisson: -103.179 valid_0's l1: 17.244
[74] valid_0's poisson: -103.324 valid_0's l1: 17.1406
[75] valid_0's poisson: -103.454 valid_0's l1: 17.0363
[76] valid_0's poisson: -103.58 valid_0's l1: 16.9339
[77] valid_0's poisson: -103.641 valid_0's l1: 16.8756
[78] valid_0's poisson: -103.763 valid_0's l1: 16.7785
[79] valid_0's poisson: -103.878 valid_0's l1: 16.6815
[80] valid_0's poisson: -103.928 valid_0's l1: 16.6311
[81] valid_0's poisson: -104.039 valid_0's l1: 16.5379
[82] valid_0's poisson: -104.131 valid_0's l1: 16.4528
[83] valid_0's poisson: -104.235 valid_0's l1: 16.3647
[84] valid_0's poisson: -104.314 valid_0's l1: 16.2872
[85] valid_0's poisson: -104.414 valid_0's l1: 16.2046
[86] valid_0's poisson: -104.478 valid_0's l1: 16.1466
[87] valid_0's poisson: -104.522 valid_0's l1: 16.1017
[88] valid_0's poisson: -104.566 valid_0's l1: 16.0565
[89] valid_0's poisson: -104.62 valid_0's l1: 16.0033
[90] valid_0's poisson: -104.696 valid_0's l1: 15.9272
[91] valid_0's poisson: -104.738 valid_0's l1: 15.8814
[92] valid_0's poisson: -104.803 valid_0's l1: 15.822
[93] valid_0's poisson: -104.87 valid_0's l1: 15.7524
[94] valid_0's poisson: -104.903 valid_0's l1: 15.7168
[95] valid_0's poisson: -104.976 valid_0's l1: 15.6443
[96] valid_0's poisson: -105.014 valid_0's l1: 15.6032
[97] valid_0's poisson: -105.086 valid_0's l1: 15.5324
[98] valid_0's poisson: -105.122 valid_0's l1: 15.4922
[99] valid_0's poisson: -105.185 valid_0's l1: 15.4265
[100] valid_0's poisson: -105.243 valid_0's l1: 15.3647
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1791 valid_0's l1: 29.0749
[2] valid_0's poisson: -81.9315 valid_0's l1: 28.7985
[3] valid_0's poisson: -82.669 valid_0's l1: 28.5216
[4] valid_0's poisson: -83.3658 valid_0's l1: 28.2506
[5] valid_0's poisson: -84.04 valid_0's l1: 27.9833
[6] valid_0's poisson: -84.6538 valid_0's l1: 27.727
[7] valid_0's poisson: -85.2601 valid_0's l1: 27.4718
[8] valid_0's poisson: -85.861 valid_0's l1: 27.2167
[9] valid_0's poisson: -86.4116 valid_0's l1: 26.9725
[10] valid_0's poisson: -86.9534 valid_0's l1: 26.7308
[11] valid_0's poisson: -87.4893 valid_0's l1: 26.4888
[12] valid_0's poisson: -87.9777 valid_0's l1: 26.2586
[13] valid_0's poisson: -88.4236 valid_0's l1: 26.0364
[14] valid_0's poisson: -88.862 valid_0's l1: 25.8163
[15] valid_0's poisson: -89.2931 valid_0's l1: 25.5995
[16] valid_0's poisson: -89.6935 valid_0's l1: 25.3904
[17] valid_0's poisson: -90.0574 valid_0's l1: 25.1957
[18] valid_0's poisson: -90.4128 valid_0's l1: 25.0017
[19] valid_0's poisson: -90.763 valid_0's l1: 24.8135
[20] valid_0's poisson: -91.1048 valid_0's l1: 24.6233
[21] valid_0's poisson: -91.4477 valid_0's l1: 24.4352
[22] valid_0's poisson: -91.7612 valid_0's l1: 24.2559
[23] valid_0's poisson: -92.0967 valid_0's l1: 24.0733
[24] valid_0's poisson: -92.3998 valid_0's l1: 23.902
[25] valid_0's poisson: -92.7133 valid_0's l1: 23.723
[26] valid_0's poisson: -93.0142 valid_0's l1: 23.5558
[27] valid_0's poisson: -93.2761 valid_0's l1: 23.3963
[28] valid_0's poisson: -93.5257 valid_0's l1: 23.2432
[29] valid_0's poisson: -93.7688 valid_0's l1: 23.0915
[30] valid_0's poisson: -94.0046 valid_0's l1: 22.9454
[31] valid_0's poisson: -94.2414 valid_0's l1: 22.7986
[32] valid_0's poisson: -94.4938 valid_0's l1: 22.6478
[33] valid_0's poisson: -94.7039 valid_0's l1: 22.5113
[34] valid_0's poisson: -94.9536 valid_0's l1: 22.3636
[35] valid_0's poisson: -95.2002 valid_0's l1: 22.2174
[36] valid_0's poisson: -95.5516 valid_0's l1: 22.055
[37] valid_0's poisson: -96.0145 valid_0's l1: 21.8534
[38] valid_0's poisson: -96.4253 valid_0's l1: 21.6645
[39] valid_0's poisson: -96.7885 valid_0's l1: 21.486
[40] valid_0's poisson: -97.1251 valid_0's l1: 21.3209
[41] valid_0's poisson: -97.4708 valid_0's l1: 21.1456
[42] valid_0's poisson: -97.7966 valid_0's l1: 20.9755
[43] valid_0's poisson: -98.0825 valid_0's l1: 20.814
[44] valid_0's poisson: -98.3567 valid_0's l1: 20.6627
[45] valid_0's poisson: -98.6397 valid_0's l1: 20.5022
[46] valid_0's poisson: -98.9105 valid_0's l1: 20.3439
[47] valid_0's poisson: -99.1054 valid_0's l1: 20.2162
[48] valid_0's poisson: -99.3518 valid_0's l1: 20.0701
[49] valid_0's poisson: -99.5929 valid_0's l1: 19.9217
[50] valid_0's poisson: -99.8392 valid_0's l1: 19.7704
[51] valid_0's poisson: -100.042 valid_0's l1: 19.6455
[52] valid_0's poisson: -100.276 valid_0's l1: 19.5066
[53] valid_0's poisson: -100.391 valid_0's l1: 19.411
[54] valid_0's poisson: -100.576 valid_0's l1: 19.2852
[55] valid_0's poisson: -100.688 valid_0's l1: 19.1888
[56] valid_0's poisson: -100.848 valid_0's l1: 19.0679
[57] valid_0's poisson: -101.001 valid_0's l1: 18.9505
[58] valid_0's poisson: -101.164 valid_0's l1: 18.8397
[59] valid_0's poisson: -101.265 valid_0's l1: 18.7477
[60] valid_0's poisson: -101.418 valid_0's l1: 18.6301
[61] valid_0's poisson: -101.606 valid_0's l1: 18.4946
[62] valid_0's poisson: -101.811 valid_0's l1: 18.3604
[63] valid_0's poisson: -101.983 valid_0's l1: 18.2324
[64] valid_0's poisson: -102.17 valid_0's l1: 18.1066
[65] valid_0's poisson: -102.346 valid_0's l1: 17.9851
[66] valid_0's poisson: -102.482 valid_0's l1: 17.8727
[67] valid_0's poisson: -102.628 valid_0's l1: 17.757
[68] valid_0's poisson: -102.783 valid_0's l1: 17.6466
[69] valid_0's poisson: -102.852 valid_0's l1: 17.5812
[70] valid_0's poisson: -102.963 valid_0's l1: 17.4933
[71] valid_0's poisson: -103.093 valid_0's l1: 17.3883
[72] valid_0's poisson: -103.204 valid_0's l1: 17.2928
[73] valid_0's poisson: -103.315 valid_0's l1: 17.1967
[74] valid_0's poisson: -103.377 valid_0's l1: 17.1362
[75] valid_0's poisson: -103.506 valid_0's l1: 17.0387
[76] valid_0's poisson: -103.627 valid_0's l1: 16.9369
[77] valid_0's poisson: -103.744 valid_0's l1: 16.8373
[78] valid_0's poisson: -103.855 valid_0's l1: 16.7399
[79] valid_0's poisson: -103.917 valid_0's l1: 16.6803
[80] valid_0's poisson: -103.974 valid_0's l1: 16.6227
[81] valid_0's poisson: -104.063 valid_0's l1: 16.5373
[82] valid_0's poisson: -104.15 valid_0's l1: 16.4539
[83] valid_0's poisson: -104.222 valid_0's l1: 16.3814
[84] valid_0's poisson: -104.286 valid_0's l1: 16.3192
[85] valid_0's poisson: -104.34 valid_0's l1: 16.2664
[86] valid_0's poisson: -104.433 valid_0's l1: 16.1811
[87] valid_0's poisson: -104.492 valid_0's l1: 16.1228
[88] valid_0's poisson: -104.557 valid_0's l1: 16.0554
[89] valid_0's poisson: -104.6 valid_0's l1: 16.0084
[90] valid_0's poisson: -104.665 valid_0's l1: 15.9484
[91] valid_0's poisson: -104.737 valid_0's l1: 15.8792
[92] valid_0's poisson: -104.781 valid_0's l1: 15.8309
[93] valid_0's poisson: -104.825 valid_0's l1: 15.7832
[94] valid_0's poisson: -104.87 valid_0's l1: 15.7373
[95] valid_0's poisson: -104.931 valid_0's l1: 15.6727
[96] valid_0's poisson: -105.013 valid_0's l1: 15.5969
[97] valid_0's poisson: -105.085 valid_0's l1: 15.5259
[98] valid_0's poisson: -105.132 valid_0's l1: 15.4742
[99] valid_0's poisson: -105.163 valid_0's l1: 15.4385
[100] valid_0's poisson: -105.216 valid_0's l1: 15.3869
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7391 valid_0's l1: 28.8737
[3] valid_0's poisson: -82.3873 valid_0's l1: 28.636
[4] valid_0's poisson: -82.9798 valid_0's l1: 28.409
[5] valid_0's poisson: -83.5642 valid_0's l1: 28.1834
[6] valid_0's poisson: -84.1199 valid_0's l1: 27.9626
[7] valid_0's poisson: -84.6421 valid_0's l1: 27.7512
[8] valid_0's poisson: -85.1386 valid_0's l1: 27.5461
[9] valid_0's poisson: -85.6003 valid_0's l1: 27.3511
[10] valid_0's poisson: -86.0426 valid_0's l1: 27.1591
[11] valid_0's poisson: -86.4782 valid_0's l1: 26.9676
[12] valid_0's poisson: -86.8927 valid_0's l1: 26.7839
[13] valid_0's poisson: -87.2928 valid_0's l1: 26.6053
[14] valid_0's poisson: -87.6598 valid_0's l1: 26.4376
[15] valid_0's poisson: -88.025 valid_0's l1: 26.2686
[16] valid_0's poisson: -88.3762 valid_0's l1: 26.1006
[17] valid_0's poisson: -88.6834 valid_0's l1: 25.9535
[18] valid_0's poisson: -89.0073 valid_0's l1: 25.796
[19] valid_0's poisson: -89.3178 valid_0's l1: 25.6439
[20] valid_0's poisson: -89.6067 valid_0's l1: 25.5007
[21] valid_0's poisson: -89.8952 valid_0's l1: 25.3545
[22] valid_0's poisson: -90.1584 valid_0's l1: 25.2242
[23] valid_0's poisson: -90.4281 valid_0's l1: 25.0835
[24] valid_0's poisson: -90.6874 valid_0's l1: 24.9497
[25] valid_0's poisson: -90.9547 valid_0's l1: 24.8053
[26] valid_0's poisson: -91.2107 valid_0's l1: 24.6649
[27] valid_0's poisson: -91.4561 valid_0's l1: 24.5273
[28] valid_0's poisson: -91.6916 valid_0's l1: 24.3956
[29] valid_0's poisson: -91.8978 valid_0's l1: 24.2892
[30] valid_0's poisson: -92.0808 valid_0's l1: 24.1885
[31] valid_0's poisson: -92.2755 valid_0's l1: 24.0873
[32] valid_0's poisson: -92.4864 valid_0's l1: 23.9658
[33] valid_0's poisson: -92.689 valid_0's l1: 23.8473
[34] valid_0's poisson: -92.8499 valid_0's l1: 23.7616
[35] valid_0's poisson: -93.019 valid_0's l1: 23.6659
[36] valid_0's poisson: -93.1824 valid_0's l1: 23.5722
[37] valid_0's poisson: -93.3787 valid_0's l1: 23.4556
[38] valid_0's poisson: -93.5075 valid_0's l1: 23.3817
[39] valid_0's poisson: -93.6926 valid_0's l1: 23.27
[40] valid_0's poisson: -93.8707 valid_0's l1: 23.1613
[41] valid_0's poisson: -94.0387 valid_0's l1: 23.0667
[42] valid_0's poisson: -94.1724 valid_0's l1: 22.9877
[43] valid_0's poisson: -94.3355 valid_0's l1: 22.8844
[44] valid_0's poisson: -94.4926 valid_0's l1: 22.7848
[45] valid_0's poisson: -94.598 valid_0's l1: 22.7223
[46] valid_0's poisson: -94.7467 valid_0's l1: 22.6259
[47] valid_0's poisson: -94.89 valid_0's l1: 22.5336
[48] valid_0's poisson: -94.9885 valid_0's l1: 22.4755
[49] valid_0's poisson: -95.1162 valid_0's l1: 22.407
[50] valid_0's poisson: -95.21 valid_0's l1: 22.3508
[51] valid_0's poisson: -95.3416 valid_0's l1: 22.2635
[52] valid_0's poisson: -95.4607 valid_0's l1: 22.1977
[53] valid_0's poisson: -95.5467 valid_0's l1: 22.1442
[54] valid_0's poisson: -95.6304 valid_0's l1: 22.0924
[55] valid_0's poisson: -95.7525 valid_0's l1: 22.0097
[56] valid_0's poisson: -95.8638 valid_0's l1: 21.947
[57] valid_0's poisson: -95.9561 valid_0's l1: 21.8889
[58] valid_0's poisson: -96.0584 valid_0's l1: 21.8169
[59] valid_0's poisson: -96.1539 valid_0's l1: 21.7611
[60] valid_0's poisson: -96.2394 valid_0's l1: 21.7073
[61] valid_0's poisson: -96.3296 valid_0's l1: 21.654
[62] valid_0's poisson: -96.4253 valid_0's l1: 21.599
[63] valid_0's poisson: -96.5181 valid_0's l1: 21.5458
[64] valid_0's poisson: -96.592 valid_0's l1: 21.5002
[65] valid_0's poisson: -96.6804 valid_0's l1: 21.4487
[66] valid_0's poisson: -96.7661 valid_0's l1: 21.3982
[67] valid_0's poisson: -96.8493 valid_0's l1: 21.349
[68] valid_0's poisson: -96.9221 valid_0's l1: 21.2983
[69] valid_0's poisson: -97.0029 valid_0's l1: 21.2517
[70] valid_0's poisson: -97.0627 valid_0's l1: 21.2124
[71] valid_0's poisson: -97.1497 valid_0's l1: 21.1479
[72] valid_0's poisson: -97.2392 valid_0's l1: 21.0817
[73] valid_0's poisson: -97.2935 valid_0's l1: 21.0463
[74] valid_0's poisson: -97.3488 valid_0's l1: 21.0096
[75] valid_0's poisson: -97.4097 valid_0's l1: 20.97
[76] valid_0's poisson: -97.4929 valid_0's l1: 20.9069
[77] valid_0's poisson: -97.5631 valid_0's l1: 20.8656
[78] valid_0's poisson: -97.62 valid_0's l1: 20.8283
[79] valid_0's poisson: -97.6874 valid_0's l1: 20.7884
[80] valid_0's poisson: -97.7658 valid_0's l1: 20.729
[81] valid_0's poisson: -97.8416 valid_0's l1: 20.6716
[82] valid_0's poisson: -97.8852 valid_0's l1: 20.6424
[83] valid_0's poisson: -97.9575 valid_0's l1: 20.5868
[84] valid_0's poisson: -98.0277 valid_0's l1: 20.5317
[85] valid_0's poisson: -98.0954 valid_0's l1: 20.4781
[86] valid_0's poisson: -98.1616 valid_0's l1: 20.4384
[87] valid_0's poisson: -98.3103 valid_0's l1: 20.3641
[88] valid_0's poisson: -98.3478 valid_0's l1: 20.3357
[89] valid_0's poisson: -98.4106 valid_0's l1: 20.2835
[90] valid_0's poisson: -98.4694 valid_0's l1: 20.2428
[91] valid_0's poisson: -98.5297 valid_0's l1: 20.1928
[92] valid_0's poisson: -98.588 valid_0's l1: 20.1441
[93] valid_0's poisson: -98.6445 valid_0's l1: 20.0974
[94] valid_0's poisson: -98.6786 valid_0's l1: 20.0713
[95] valid_0's poisson: -98.7207 valid_0's l1: 20.0414
[96] valid_0's poisson: -98.7529 valid_0's l1: 20.0168
[97] valid_0's poisson: -98.8809 valid_0's l1: 19.9503
[98] valid_0's poisson: -98.9119 valid_0's l1: 19.9265
[99] valid_0's poisson: -98.942 valid_0's l1: 19.9034
[100] valid_0's poisson: -99.0618 valid_0's l1: 19.8399
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7405 valid_0's l1: 28.8719
[3] valid_0's poisson: -82.39 valid_0's l1: 28.6325
[4] valid_0's poisson: -82.9838 valid_0's l1: 28.4037
[5] valid_0's poisson: -83.5753 valid_0's l1: 28.1749
[6] valid_0's poisson: -84.1363 valid_0's l1: 27.9523
[7] valid_0's poisson: -84.669 valid_0's l1: 27.7357
[8] valid_0's poisson: -85.1705 valid_0's l1: 27.5272
[9] valid_0's poisson: -85.639 valid_0's l1: 27.328
[10] valid_0's poisson: -86.1006 valid_0's l1: 27.1286
[11] valid_0's poisson: -86.537 valid_0's l1: 26.9377
[12] valid_0's poisson: -86.9579 valid_0's l1: 26.7496
[13] valid_0's poisson: -87.3598 valid_0's l1: 26.5669
[14] valid_0's poisson: -87.7438 valid_0's l1: 26.389
[15] valid_0's poisson: -88.106 valid_0's l1: 26.2209
[16] valid_0's poisson: -88.4596 valid_0's l1: 26.0514
[17] valid_0's poisson: -88.7982 valid_0's l1: 25.8881
[18] valid_0's poisson: -89.1227 valid_0's l1: 25.728
[19] valid_0's poisson: -89.4339 valid_0's l1: 25.574
[20] valid_0's poisson: -89.732 valid_0's l1: 25.423
[21] valid_0's poisson: -90.0188 valid_0's l1: 25.2781
[22] valid_0's poisson: -90.2775 valid_0's l1: 25.1475
[23] valid_0's poisson: -90.5271 valid_0's l1: 25.021
[24] valid_0's poisson: -90.8006 valid_0's l1: 24.875
[25] valid_0's poisson: -91.0626 valid_0's l1: 24.7324
[26] valid_0's poisson: -91.3137 valid_0's l1: 24.5937
[27] valid_0's poisson: -91.5441 valid_0's l1: 24.4739
[28] valid_0's poisson: -91.7663 valid_0's l1: 24.3603
[29] valid_0's poisson: -91.9936 valid_0's l1: 24.2313
[30] valid_0's poisson: -92.1822 valid_0's l1: 24.1258
[31] valid_0's poisson: -92.3567 valid_0's l1: 24.0316
[32] valid_0's poisson: -92.5622 valid_0's l1: 23.91
[33] valid_0's poisson: -92.7596 valid_0's l1: 23.792
[34] valid_0's poisson: -92.9493 valid_0's l1: 23.6762
[35] valid_0's poisson: -93.1318 valid_0's l1: 23.5646
[36] valid_0's poisson: -93.3107 valid_0's l1: 23.456
[37] valid_0's poisson: -93.48 valid_0's l1: 23.3506
[38] valid_0's poisson: -93.6072 valid_0's l1: 23.2771
[39] valid_0's poisson: -93.7861 valid_0's l1: 23.1662
[40] valid_0's poisson: -93.9583 valid_0's l1: 23.0583
[41] valid_0's poisson: -94.1239 valid_0's l1: 22.9523
[42] valid_0's poisson: -94.2524 valid_0's l1: 22.8807
[43] valid_0's poisson: -94.3783 valid_0's l1: 22.8053
[44] valid_0's poisson: -94.5346 valid_0's l1: 22.7149
[45] valid_0's poisson: -94.6858 valid_0's l1: 22.6171
[46] valid_0's poisson: -94.8148 valid_0's l1: 22.5468
[47] valid_0's poisson: -94.9569 valid_0's l1: 22.4546
[48] valid_0's poisson: -95.068 valid_0's l1: 22.3873
[49] valid_0's poisson: -95.1757 valid_0's l1: 22.3222
[50] valid_0's poisson: -95.2855 valid_0's l1: 22.2619
[51] valid_0's poisson: -95.3739 valid_0's l1: 22.2087
[52] valid_0's poisson: -95.5015 valid_0's l1: 22.1219
[53] valid_0's poisson: -95.5976 valid_0's l1: 22.0637
[54] valid_0's poisson: -95.7015 valid_0's l1: 21.9898
[55] valid_0's poisson: -95.8144 valid_0's l1: 21.9259
[56] valid_0's poisson: -95.9239 valid_0's l1: 21.8641
[57] valid_0's poisson: -96.0018 valid_0's l1: 21.8161
[58] valid_0's poisson: -96.0777 valid_0's l1: 21.7698
[59] valid_0's poisson: -96.18 valid_0's l1: 21.7119
[60] valid_0's poisson: -96.2641 valid_0's l1: 21.6587
[61] valid_0's poisson: -96.3689 valid_0's l1: 21.5848
[62] valid_0's poisson: -96.4633 valid_0's l1: 21.5305
[63] valid_0's poisson: -96.5294 valid_0's l1: 21.4885
[64] valid_0's poisson: -96.5992 valid_0's l1: 21.4437
[65] valid_0's poisson: -96.6889 valid_0's l1: 21.3785
[66] valid_0's poisson: -96.7627 valid_0's l1: 21.3316
[67] valid_0's poisson: -96.8513 valid_0's l1: 21.2806
[68] valid_0's poisson: -96.9374 valid_0's l1: 21.2313
[69] valid_0's poisson: -97.0209 valid_0's l1: 21.1832
[70] valid_0's poisson: -97.0882 valid_0's l1: 21.1394
[71] valid_0's poisson: -97.1478 valid_0's l1: 21.0998
[72] valid_0's poisson: -97.2058 valid_0's l1: 21.0614
[73] valid_0's poisson: -97.283 valid_0's l1: 21.0161
[74] valid_0's poisson: -97.3439 valid_0's l1: 20.977
[75] valid_0's poisson: -97.4246 valid_0's l1: 20.9155
[76] valid_0's poisson: -97.4955 valid_0's l1: 20.8731
[77] valid_0's poisson: -97.5796 valid_0's l1: 20.8113
[78] valid_0's poisson: -97.6282 valid_0's l1: 20.7797
[79] valid_0's poisson: -97.6964 valid_0's l1: 20.7393
[80] valid_0's poisson: -97.7756 valid_0's l1: 20.6796
[81] valid_0's poisson: -97.852 valid_0's l1: 20.6218
[82] valid_0's poisson: -97.9259 valid_0's l1: 20.5651
[83] valid_0's poisson: -97.9972 valid_0's l1: 20.5094
[84] valid_0's poisson: -98.0348 valid_0's l1: 20.481
[85] valid_0's poisson: -98.103 valid_0's l1: 20.4263
[86] valid_0's poisson: -98.1388 valid_0's l1: 20.3992
[87] valid_0's poisson: -98.204 valid_0's l1: 20.3461
[88] valid_0's poisson: -98.248 valid_0's l1: 20.3178
[89] valid_0's poisson: -98.3258 valid_0's l1: 20.2714
[90] valid_0's poisson: -98.3869 valid_0's l1: 20.2217
[91] valid_0's poisson: -98.446 valid_0's l1: 20.1734
[92] valid_0's poisson: -98.4889 valid_0's l1: 20.1433
[93] valid_0's poisson: -98.6336 valid_0's l1: 20.0719
[94] valid_0's poisson: -98.6647 valid_0's l1: 20.0477
[95] valid_0's poisson: -98.695 valid_0's l1: 20.0242
[96] valid_0's poisson: -98.7454 valid_0's l1: 19.989
[97] valid_0's poisson: -98.7988 valid_0's l1: 19.952
[98] valid_0's poisson: -98.8524 valid_0's l1: 19.9074
[99] valid_0's poisson: -98.892 valid_0's l1: 19.8796
[100] valid_0's poisson: -99.0216 valid_0's l1: 19.8139
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=0.015625, max_depth=2; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7155 valid_0's l1: 28.88
[3] valid_0's poisson: -82.3666 valid_0's l1: 28.6408
[4] valid_0's poisson: -82.9619 valid_0's l1: 28.412
[5] valid_0's poisson: -83.555 valid_0's l1: 28.1835
[6] valid_0's poisson: -84.1171 valid_0's l1: 27.9617
[7] valid_0's poisson: -84.6277 valid_0's l1: 27.7523
[8] valid_0's poisson: -85.1146 valid_0's l1: 27.5485
[9] valid_0's poisson: -85.5668 valid_0's l1: 27.3561
[10] valid_0's poisson: -86.0269 valid_0's l1: 27.1589
[11] valid_0's poisson: -86.4655 valid_0's l1: 26.9683
[12] valid_0's poisson: -86.884 valid_0's l1: 26.7823
[13] valid_0's poisson: -87.2836 valid_0's l1: 26.6028
[14] valid_0's poisson: -87.6656 valid_0's l1: 26.427
[15] valid_0's poisson: -88.0309 valid_0's l1: 26.2569
[16] valid_0's poisson: -88.3806 valid_0's l1: 26.0909
[17] valid_0's poisson: -88.7156 valid_0's l1: 25.9309
[18] valid_0's poisson: -89.0418 valid_0's l1: 25.7725
[19] valid_0's poisson: -89.3342 valid_0's l1: 25.6285
[20] valid_0's poisson: -89.6324 valid_0's l1: 25.4789
[21] valid_0's poisson: -89.904 valid_0's l1: 25.3441
[22] valid_0's poisson: -90.1657 valid_0's l1: 25.2158
[23] valid_0's poisson: -90.4577 valid_0's l1: 25.0609
[24] valid_0's poisson: -90.7195 valid_0's l1: 24.9272
[25] valid_0's poisson: -90.9712 valid_0's l1: 24.7968
[26] valid_0's poisson: -91.2306 valid_0's l1: 24.655
[27] valid_0's poisson: -91.4793 valid_0's l1: 24.5161
[28] valid_0's poisson: -91.68 valid_0's l1: 24.4067
[29] valid_0's poisson: -91.8779 valid_0's l1: 24.2977
[30] valid_0's poisson: -92.0788 valid_0's l1: 24.1943
[31] valid_0's poisson: -92.2998 valid_0's l1: 24.0687
[32] valid_0's poisson: -92.5176 valid_0's l1: 23.9441
[33] valid_0's poisson: -92.7267 valid_0's l1: 23.8229
[34] valid_0's poisson: -92.937 valid_0's l1: 23.6979
[35] valid_0's poisson: -93.139 valid_0's l1: 23.5776
[36] valid_0's poisson: -93.2711 valid_0's l1: 23.5011
[37] valid_0's poisson: -93.422 valid_0's l1: 23.414
[38] valid_0's poisson: -93.6097 valid_0's l1: 23.3011
[39] valid_0's poisson: -93.7926 valid_0's l1: 23.1904
[40] valid_0's poisson: -93.9685 valid_0's l1: 23.0825
[41] valid_0's poisson: -94.0862 valid_0's l1: 23.0132
[42] valid_0's poisson: -94.2357 valid_0's l1: 22.9333
[43] valid_0's poisson: -94.3987 valid_0's l1: 22.8306
[44] valid_0's poisson: -94.5058 valid_0's l1: 22.7662
[45] valid_0's poisson: -94.6594 valid_0's l1: 22.6691
[46] valid_0's poisson: -94.8073 valid_0's l1: 22.5753
[47] valid_0's poisson: -94.907 valid_0's l1: 22.5153
[48] valid_0's poisson: -95.0139 valid_0's l1: 22.454
[49] valid_0's poisson: -95.1419 valid_0's l1: 22.3854
[50] valid_0's poisson: -95.2464 valid_0's l1: 22.3224
[51] valid_0's poisson: -95.3685 valid_0's l1: 22.2555
[52] valid_0's poisson: -95.4981 valid_0's l1: 22.1678
[53] valid_0's poisson: -95.6231 valid_0's l1: 22.0832
[54] valid_0's poisson: -95.7168 valid_0's l1: 22.026
[55] valid_0's poisson: -95.8178 valid_0's l1: 21.9688
[56] valid_0's poisson: -95.9271 valid_0's l1: 21.8933
[57] valid_0's poisson: -96.0052 valid_0's l1: 21.8447
[58] valid_0's poisson: -96.1001 valid_0's l1: 21.7915
[59] valid_0's poisson: -96.2124 valid_0's l1: 21.7298
[60] valid_0's poisson: -96.2972 valid_0's l1: 21.6768
[61] valid_0's poisson: -96.4038 valid_0's l1: 21.6175
[62] valid_0's poisson: -96.4996 valid_0's l1: 21.5625
[63] valid_0's poisson: -96.5819 valid_0's l1: 21.5096
[64] valid_0's poisson: -96.6802 valid_0's l1: 21.4536
[65] valid_0's poisson: -96.7441 valid_0's l1: 21.4118
[66] valid_0's poisson: -96.8324 valid_0's l1: 21.3607
[67] valid_0's poisson: -96.9073 valid_0's l1: 21.3115
[68] valid_0's poisson: -96.9673 valid_0's l1: 21.2728
[69] valid_0's poisson: -97.0384 valid_0's l1: 21.2258
[70] valid_0's poisson: -97.1078 valid_0's l1: 21.1801
[71] valid_0's poisson: -97.1878 valid_0's l1: 21.1331
[72] valid_0's poisson: -97.2811 valid_0's l1: 21.0639
[73] valid_0's poisson: -97.3566 valid_0's l1: 21.0197
[74] valid_0's poisson: -97.4456 valid_0's l1: 20.953
[75] valid_0's poisson: -97.5315 valid_0's l1: 20.8884
[76] valid_0's poisson: -97.5767 valid_0's l1: 20.8547
[77] valid_0's poisson: -97.655 valid_0's l1: 20.8046
[78] valid_0's poisson: -97.6986 valid_0's l1: 20.7723
[79] valid_0's poisson: -97.7449 valid_0's l1: 20.7415
[80] valid_0's poisson: -97.7865 valid_0's l1: 20.7105
[81] valid_0's poisson: -97.8647 valid_0's l1: 20.6508
[82] valid_0's poisson: -97.9397 valid_0's l1: 20.5926
[83] valid_0's poisson: -98.0133 valid_0's l1: 20.5356
[84] valid_0's poisson: -98.0845 valid_0's l1: 20.4799
[85] valid_0's poisson: -98.1524 valid_0's l1: 20.4249
[86] valid_0's poisson: -98.2218 valid_0's l1: 20.3834
[87] valid_0's poisson: -98.3792 valid_0's l1: 20.305
[88] valid_0's poisson: -98.4148 valid_0's l1: 20.2774
[89] valid_0's poisson: -98.4717 valid_0's l1: 20.2425
[90] valid_0's poisson: -98.5231 valid_0's l1: 20.2058
[91] valid_0's poisson: -98.5773 valid_0's l1: 20.1681
[92] valid_0's poisson: -98.6321 valid_0's l1: 20.1297
[93] valid_0's poisson: -98.6924 valid_0's l1: 20.0798
[94] valid_0's poisson: -98.833 valid_0's l1: 20.0072
[95] valid_0's poisson: -98.8653 valid_0's l1: 19.9821
[96] valid_0's poisson: -98.8969 valid_0's l1: 19.9576
[97] valid_0's poisson: -98.9565 valid_0's l1: 19.9219
[98] valid_0's poisson: -99.0078 valid_0's l1: 19.8854
[99] valid_0's poisson: -99.0916 valid_0's l1: 19.8468
[100] valid_0's poisson: -99.1482 valid_0's l1: 19.8124
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7629 valid_0's l1: 28.8668
[3] valid_0's poisson: -82.3527 valid_0's l1: 28.6429
[4] valid_0's poisson: -82.9525 valid_0's l1: 28.4128
[5] valid_0's poisson: -83.5395 valid_0's l1: 28.1858
[6] valid_0's poisson: -84.0957 valid_0's l1: 27.9661
[7] valid_0's poisson: -84.6298 valid_0's l1: 27.7503
[8] valid_0's poisson: -85.1375 valid_0's l1: 27.5408
[9] valid_0's poisson: -85.5875 valid_0's l1: 27.3493
[10] valid_0's poisson: -86.0523 valid_0's l1: 27.1486
[11] valid_0's poisson: -86.4874 valid_0's l1: 26.9574
[12] valid_0's poisson: -86.9016 valid_0's l1: 26.7736
[13] valid_0's poisson: -87.2972 valid_0's l1: 26.5956
[14] valid_0's poisson: -87.6753 valid_0's l1: 26.4221
[15] valid_0's poisson: -88.0369 valid_0's l1: 26.2535
[16] valid_0's poisson: -88.392 valid_0's l1: 26.0832
[17] valid_0's poisson: -88.725 valid_0's l1: 25.9218
[18] valid_0's poisson: -89.0264 valid_0's l1: 25.7756
[19] valid_0's poisson: -89.3346 valid_0's l1: 25.6234
[20] valid_0's poisson: -89.6232 valid_0's l1: 25.4806
[21] valid_0's poisson: -89.9095 valid_0's l1: 25.3345
[22] valid_0's poisson: -90.1721 valid_0's l1: 25.2027
[23] valid_0's poisson: -90.4651 valid_0's l1: 25.0454
[24] valid_0's poisson: -90.7115 valid_0's l1: 24.9202
[25] valid_0's poisson: -90.9623 valid_0's l1: 24.7914
[26] valid_0's poisson: -91.2234 valid_0's l1: 24.6491
[27] valid_0's poisson: -91.4762 valid_0's l1: 24.5086
[28] valid_0's poisson: -91.7183 valid_0's l1: 24.3744
[29] valid_0's poisson: -91.9505 valid_0's l1: 24.2427
[30] valid_0's poisson: -92.1304 valid_0's l1: 24.1438
[31] valid_0's poisson: -92.3045 valid_0's l1: 24.0482
[32] valid_0's poisson: -92.4873 valid_0's l1: 23.9461
[33] valid_0's poisson: -92.707 valid_0's l1: 23.818
[34] valid_0's poisson: -92.9074 valid_0's l1: 23.6997
[35] valid_0's poisson: -93.1104 valid_0's l1: 23.5789
[36] valid_0's poisson: -93.3009 valid_0's l1: 23.4739
[37] valid_0's poisson: -93.4921 valid_0's l1: 23.3584
[38] valid_0's poisson: -93.6187 valid_0's l1: 23.2838
[39] valid_0's poisson: -93.7996 valid_0's l1: 23.1733
[40] valid_0's poisson: -93.9736 valid_0's l1: 23.0657
[41] valid_0's poisson: -94.1411 valid_0's l1: 22.9599
[42] valid_0's poisson: -94.282 valid_0's l1: 22.8825
[43] valid_0's poisson: -94.4061 valid_0's l1: 22.8095
[44] valid_0's poisson: -94.5521 valid_0's l1: 22.7301
[45] valid_0's poisson: -94.6818 valid_0's l1: 22.6413
[46] valid_0's poisson: -94.8249 valid_0's l1: 22.5492
[47] valid_0's poisson: -94.9647 valid_0's l1: 22.4587
[48] valid_0's poisson: -95.0614 valid_0's l1: 22.3995
[49] valid_0's poisson: -95.1775 valid_0's l1: 22.3328
[50] valid_0's poisson: -95.3005 valid_0's l1: 22.266
[51] valid_0's poisson: -95.3995 valid_0's l1: 22.2037
[52] valid_0's poisson: -95.5221 valid_0's l1: 22.1316
[53] valid_0's poisson: -95.6441 valid_0's l1: 22.0499
[54] valid_0's poisson: -95.7283 valid_0's l1: 21.9975
[55] valid_0's poisson: -95.8393 valid_0's l1: 21.9355
[56] valid_0's poisson: -95.9291 valid_0's l1: 21.8802
[57] valid_0's poisson: -96.0159 valid_0's l1: 21.8249
[58] valid_0's poisson: -96.1025 valid_0's l1: 21.769
[59] valid_0's poisson: -96.2028 valid_0's l1: 21.6984
[60] valid_0's poisson: -96.2996 valid_0's l1: 21.6302
[61] valid_0's poisson: -96.397 valid_0's l1: 21.5743
[62] valid_0's poisson: -96.4718 valid_0's l1: 21.5272
[63] valid_0's poisson: -96.5659 valid_0's l1: 21.4733
[64] valid_0's poisson: -96.6573 valid_0's l1: 21.4208
[65] valid_0's poisson: -96.7225 valid_0's l1: 21.3786
[66] valid_0's poisson: -96.8096 valid_0's l1: 21.329
[67] valid_0's poisson: -96.8942 valid_0's l1: 21.2806
[68] valid_0's poisson: -96.9541 valid_0's l1: 21.2414
[69] valid_0's poisson: -97.0413 valid_0's l1: 21.1865
[70] valid_0's poisson: -97.1016 valid_0's l1: 21.1461
[71] valid_0's poisson: -97.1684 valid_0's l1: 21.1012
[72] valid_0's poisson: -97.2254 valid_0's l1: 21.0631
[73] valid_0's poisson: -97.3013 valid_0's l1: 21.0188
[74] valid_0's poisson: -97.3635 valid_0's l1: 20.9764
[75] valid_0's poisson: -97.4314 valid_0's l1: 20.9345
[76] valid_0's poisson: -97.5163 valid_0's l1: 20.8713
[77] valid_0's poisson: -97.5983 valid_0's l1: 20.8101
[78] valid_0's poisson: -97.6664 valid_0's l1: 20.7697
[79] valid_0's poisson: -97.7228 valid_0's l1: 20.7314
[80] valid_0's poisson: -97.7996 valid_0's l1: 20.6729
[81] valid_0's poisson: -97.8709 valid_0's l1: 20.6309
[82] valid_0's poisson: -97.9223 valid_0's l1: 20.5955
[83] valid_0's poisson: -97.9957 valid_0's l1: 20.539
[84] valid_0's poisson: -98.0653 valid_0's l1: 20.4834
[85] valid_0's poisson: -98.1326 valid_0's l1: 20.4292
[86] valid_0's poisson: -98.199 valid_0's l1: 20.3756
[87] valid_0's poisson: -98.2398 valid_0's l1: 20.3483
[88] valid_0's poisson: -98.3034 valid_0's l1: 20.2978
[89] valid_0's poisson: -98.3649 valid_0's l1: 20.2481
[90] valid_0's poisson: -98.3996 valid_0's l1: 20.2214
[91] valid_0's poisson: -98.4586 valid_0's l1: 20.1742
[92] valid_0's poisson: -98.4916 valid_0's l1: 20.149
[93] valid_0's poisson: -98.6131 valid_0's l1: 20.0868
[94] valid_0's poisson: -98.6471 valid_0's l1: 20.0616
[95] valid_0's poisson: -98.7007 valid_0's l1: 20.0245
[96] valid_0's poisson: -98.7725 valid_0's l1: 19.9814
[97] valid_0's poisson: -98.8348 valid_0's l1: 19.9336
[98] valid_0's poisson: -98.8645 valid_0's l1: 19.91
[99] valid_0's poisson: -98.9315 valid_0's l1: 19.8693
[100] valid_0's poisson: -98.9599 valid_0's l1: 19.8465
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -81.0801 valid_0's l1: 29.1117
[2] valid_0's poisson: -81.7637 valid_0's l1: 28.8657
[3] valid_0's poisson: -82.3494 valid_0's l1: 28.646
[4] valid_0's poisson: -82.9472 valid_0's l1: 28.4161
[5] valid_0's poisson: -83.5419 valid_0's l1: 28.1864
[6] valid_0's poisson: -84.1009 valid_0's l1: 27.9644
[7] valid_0's poisson: -84.6372 valid_0's l1: 27.7469
[8] valid_0's poisson: -85.1469 valid_0's l1: 27.5357
[9] valid_0's poisson: -85.5817 valid_0's l1: 27.3508
[10] valid_0's poisson: -86.0483 valid_0's l1: 27.15
[11] valid_0's poisson: -86.4931 valid_0's l1: 26.9557
[12] valid_0's poisson: -86.9177 valid_0's l1: 26.7663
[13] valid_0's poisson: -87.3231 valid_0's l1: 26.5834
[14] valid_0's poisson: -87.7105 valid_0's l1: 26.4046
[15] valid_0's poisson: -88.0741 valid_0's l1: 26.2347
[16] valid_0's poisson: -88.4046 valid_0's l1: 26.0782
[17] valid_0's poisson: -88.7413 valid_0's l1: 25.9167
[18] valid_0's poisson: -89.0637 valid_0's l1: 25.758
[19] valid_0's poisson: -89.3728 valid_0's l1: 25.6053
[20] valid_0's poisson: -89.6616 valid_0's l1: 25.4621
[21] valid_0's poisson: -89.9395 valid_0's l1: 25.3233
[22] valid_0's poisson: -90.2001 valid_0's l1: 25.1945
[23] valid_0's poisson: -90.4699 valid_0's l1: 25.055
[24] valid_0's poisson: -90.7282 valid_0's l1: 24.9231
[25] valid_0's poisson: -90.9954 valid_0's l1: 24.7788
[26] valid_0's poisson: -91.2513 valid_0's l1: 24.6385
[27] valid_0's poisson: -91.4967 valid_0's l1: 24.501
[28] valid_0's poisson: -91.6943 valid_0's l1: 24.3925
[29] valid_0's poisson: -91.9284 valid_0's l1: 24.2703
[30] valid_0's poisson: -92.1635 valid_0's l1: 24.1377
[31] valid_0's poisson: -92.3795 valid_0's l1: 24.0142
[32] valid_0's poisson: -92.5869 valid_0's l1: 23.8934
[33] valid_0's poisson: -92.7435 valid_0's l1: 23.8058
[34] valid_0's poisson: -92.9517 valid_0's l1: 23.683
[35] valid_0's poisson: -93.1518 valid_0's l1: 23.565
[36] valid_0's poisson: -93.3164 valid_0's l1: 23.4762
[37] valid_0's poisson: -93.4679 valid_0's l1: 23.3885
[38] valid_0's poisson: -93.6494 valid_0's l1: 23.2783
[39] valid_0's poisson: -93.8265 valid_0's l1: 23.1794
[40] valid_0's poisson: -93.9973 valid_0's l1: 23.0841
[41] valid_0's poisson: -94.1639 valid_0's l1: 22.9797
[42] valid_0's poisson: -94.3243 valid_0's l1: 22.8778
[43] valid_0's poisson: -94.4349 valid_0's l1: 22.8118
[44] valid_0's poisson: -94.5867 valid_0's l1: 22.7143
[45] valid_0's poisson: -94.733 valid_0's l1: 22.6198
[46] valid_0's poisson: -94.8588 valid_0's l1: 22.5507
[47] valid_0's poisson: -94.9938 valid_0's l1: 22.4784
[48] valid_0's poisson: -95.1246 valid_0's l1: 22.4082
[49] valid_0's poisson: -95.2189 valid_0's l1: 22.3514
[50] valid_0's poisson: -95.3391 valid_0's l1: 22.2708
[51] valid_0's poisson: -95.4569 valid_0's l1: 22.2053
[52] valid_0's poisson: -95.5545 valid_0's l1: 22.1444
[53] valid_0's poisson: -95.6407 valid_0's l1: 22.0915
[54] valid_0's poisson: -95.7446 valid_0's l1: 22.0178
[55] valid_0's poisson: -95.8539 valid_0's l1: 21.956
[56] valid_0's poisson: -95.9437 valid_0's l1: 21.9009
[57] valid_0's poisson: -96.0491 valid_0's l1: 21.8414
[58] valid_0's poisson: -96.1349 valid_0's l1: 21.7874
[59] valid_0's poisson: -96.2358 valid_0's l1: 21.7311
[60] valid_0's poisson: -96.3283 valid_0's l1: 21.6631
[61] valid_0's poisson: -96.4221 valid_0's l1: 21.5958
[62] valid_0's poisson: -96.501 valid_0's l1: 21.5447
[63] valid_0's poisson: -96.568 valid_0's l1: 21.5014
[64] valid_0's poisson: -96.6515 valid_0's l1: 21.4378
[65] valid_0's poisson: -96.7385 valid_0's l1: 21.3877
[66] valid_0's poisson: -96.8009 valid_0's l1: 21.3474
[67] valid_0's poisson: -96.8719 valid_0's l1: 21.302
[68] valid_0's poisson: -96.9536 valid_0's l1: 21.2554
[69] valid_0's poisson: -97.0329 valid_0's l1: 21.2096
[70] valid_0's poisson: -97.1099 valid_0's l1: 21.1646
[71] valid_0's poisson: -97.1934 valid_0's l1: 21.1117
[72] valid_0's poisson: -97.2748 valid_0's l1: 21.0517
[73] valid_0's poisson: -97.3415 valid_0's l1: 21.0068
[74] valid_0's poisson: -97.391 valid_0's l1: 20.9707
[75] valid_0's poisson: -97.4437 valid_0's l1: 20.9344
[76] valid_0's poisson: -97.526 valid_0's l1: 20.8727
[77] valid_0's poisson: -97.6056 valid_0's l1: 20.8134
[78] valid_0's poisson: -97.6824 valid_0's l1: 20.7554
[79] valid_0's poisson: -97.739 valid_0's l1: 20.7166
[80] valid_0's poisson: -97.7815 valid_0's l1: 20.685
[81] valid_0's poisson: -97.8333 valid_0's l1: 20.6502
[82] valid_0's poisson: -97.9059 valid_0's l1: 20.5948
[83] valid_0's poisson: -97.976 valid_0's l1: 20.5405
[84] valid_0's poisson: -98.0439 valid_0's l1: 20.4872
[85] valid_0's poisson: -98.108 valid_0's l1: 20.4353
[86] valid_0's poisson: -98.1701 valid_0's l1: 20.3846
[87] valid_0's poisson: -98.2062 valid_0's l1: 20.3568
[88] valid_0's poisson: -98.2531 valid_0's l1: 20.3259
[89] valid_0's poisson: -98.398 valid_0's l1: 20.2539
[90] valid_0's poisson: -98.4348 valid_0's l1: 20.227
[91] valid_0's poisson: -98.5701 valid_0's l1: 20.1577
[92] valid_0's poisson: -98.6327 valid_0's l1: 20.1197
[93] valid_0's poisson: -98.688 valid_0's l1: 20.0731
[94] valid_0's poisson: -98.7427 valid_0's l1: 20.0274
[95] valid_0's poisson: -98.8131 valid_0's l1: 19.9848
[96] valid_0's poisson: -98.9361 valid_0's l1: 19.9199
[97] valid_0's poisson: -98.9879 valid_0's l1: 19.8841
[98] valid_0's poisson: -99.0551 valid_0's l1: 19.8429
[99] valid_0's poisson: -99.1202 valid_0's l1: 19.803
[100] valid_0's poisson: -99.1687 valid_0's l1: 19.7692
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.0178 valid_0's l1: 28.3888
[2] valid_0's poisson: -85.2326 valid_0's l1: 27.5061
[3] valid_0's poisson: -87.0306 valid_0's l1: 26.7262
[4] valid_0's poisson: -88.4834 valid_0's l1: 26.0563
[5] valid_0's poisson: -89.7731 valid_0's l1: 25.4148
[6] valid_0's poisson: -90.8639 valid_0's l1: 24.8511
[7] valid_0's poisson: -91.8647 valid_0's l1: 24.2962
[8] valid_0's poisson: -92.6442 valid_0's l1: 23.8902
[9] valid_0's poisson: -93.3702 valid_0's l1: 23.4395
[10] valid_0's poisson: -93.8863 valid_0's l1: 23.146
[11] valid_0's poisson: -94.5567 valid_0's l1: 22.7233
[12] valid_0's poisson: -95.1321 valid_0's l1: 22.3478
[13] valid_0's poisson: -95.6348 valid_0's l1: 22.0695
[14] valid_0's poisson: -96.0051 valid_0's l1: 21.8452
[15] valid_0's poisson: -96.4104 valid_0's l1: 21.6191
[16] valid_0's poisson: -96.7617 valid_0's l1: 21.4019
[17] valid_0's poisson: -97.0121 valid_0's l1: 21.2415
[18] valid_0's poisson: -97.3581 valid_0's l1: 20.987
[19] valid_0's poisson: -97.6431 valid_0's l1: 20.8186
[20] valid_0's poisson: -97.9504 valid_0's l1: 20.585
[21] valid_0's poisson: -98.1151 valid_0's l1: 20.4634
[22] valid_0's poisson: -98.3814 valid_0's l1: 20.2458
[23] valid_0's poisson: -98.6195 valid_0's l1: 20.0795
[24] valid_0's poisson: -99.1264 valid_0's l1: 19.8156
[25] valid_0's poisson: -99.2484 valid_0's l1: 19.7221
[26] valid_0's poisson: -99.4649 valid_0's l1: 19.5906
[27] valid_0's poisson: -99.7678 valid_0's l1: 19.4522
[28] valid_0's poisson: -99.9993 valid_0's l1: 19.3079
[29] valid_0's poisson: -100.093 valid_0's l1: 19.2347
[30] valid_0's poisson: -100.252 valid_0's l1: 19.1166
[31] valid_0's poisson: -100.519 valid_0's l1: 18.9888
[32] valid_0's poisson: -100.606 valid_0's l1: 18.9238
[33] valid_0's poisson: -100.749 valid_0's l1: 18.8231
[34] valid_0's poisson: -100.913 valid_0's l1: 18.7379
[35] valid_0's poisson: -101.042 valid_0's l1: 18.6195
[36] valid_0's poisson: -101.343 valid_0's l1: 18.4361
[37] valid_0's poisson: -101.39 valid_0's l1: 18.3952
[38] valid_0's poisson: -101.542 valid_0's l1: 18.2952
[39] valid_0's poisson: -101.604 valid_0's l1: 18.2456
[40] valid_0's poisson: -101.897 valid_0's l1: 18.0952
[41] valid_0's poisson: -101.989 valid_0's l1: 18.0288
[42] valid_0's poisson: -102.091 valid_0's l1: 17.9453
[43] valid_0's poisson: -102.159 valid_0's l1: 17.8889
[44] valid_0's poisson: -102.231 valid_0's l1: 17.8316
[45] valid_0's poisson: -102.467 valid_0's l1: 17.7072
[46] valid_0's poisson: -102.54 valid_0's l1: 17.6616
[47] valid_0's poisson: -102.614 valid_0's l1: 17.6013
[48] valid_0's poisson: -102.674 valid_0's l1: 17.5477
[49] valid_0's poisson: -102.703 valid_0's l1: 17.4917
[50] valid_0's poisson: -102.821 valid_0's l1: 17.4176
[51] valid_0's poisson: -102.914 valid_0's l1: 17.384
[52] valid_0's poisson: -102.855 valid_0's l1: 17.3634
[53] valid_0's poisson: -102.9 valid_0's l1: 17.3221
[54] valid_0's poisson: -102.958 valid_0's l1: 17.273
[55] valid_0's poisson: -103.013 valid_0's l1: 17.2126
[56] valid_0's poisson: -103.044 valid_0's l1: 17.1727
[57] valid_0's poisson: -103.062 valid_0's l1: 17.1449
[58] valid_0's poisson: -103.061 valid_0's l1: 17.1188
[59] valid_0's poisson: -103.116 valid_0's l1: 17.0699
[60] valid_0's poisson: -103.253 valid_0's l1: 16.9839
[61] valid_0's poisson: -103.253 valid_0's l1: 16.9412
[62] valid_0's poisson: -103.253 valid_0's l1: 16.9172
[63] valid_0's poisson: -103.239 valid_0's l1: 16.8803
[64] valid_0's poisson: -103.259 valid_0's l1: 16.861
[65] valid_0's poisson: -103.286 valid_0's l1: 16.8389
[66] valid_0's poisson: -103.285 valid_0's l1: 16.8256
[67] valid_0's poisson: -103.303 valid_0's l1: 16.7925
[68] valid_0's poisson: -103.298 valid_0's l1: 16.7627
[69] valid_0's poisson: -103.282 valid_0's l1: 16.7328
[70] valid_0's poisson: -103.315 valid_0's l1: 16.6893
[71] valid_0's poisson: -103.31 valid_0's l1: 16.6656
[72] valid_0's poisson: -103.324 valid_0's l1: 16.642
[73] valid_0's poisson: -103.42 valid_0's l1: 16.5705
[74] valid_0's poisson: -103.446 valid_0's l1: 16.5372
[75] valid_0's poisson: -103.427 valid_0's l1: 16.5271
[76] valid_0's poisson: -103.44 valid_0's l1: 16.506
[77] valid_0's poisson: -103.467 valid_0's l1: 16.4779
[78] valid_0's poisson: -103.462 valid_0's l1: 16.469
[79] valid_0's poisson: -103.471 valid_0's l1: 16.4621
[80] valid_0's poisson: -103.389 valid_0's l1: 16.4495
[81] valid_0's poisson: -103.394 valid_0's l1: 16.4409
[82] valid_0's poisson: -103.471 valid_0's l1: 16.3679
[83] valid_0's poisson: -103.36 valid_0's l1: 16.3456
[84] valid_0's poisson: -103.331 valid_0's l1: 16.3278
[85] valid_0's poisson: -103.337 valid_0's l1: 16.3084
[86] valid_0's poisson: -103.47 valid_0's l1: 16.3015
[87] valid_0's poisson: -103.355 valid_0's l1: 16.255
[88] valid_0's poisson: -103.364 valid_0's l1: 16.2497
[89] valid_0's poisson: -103.449 valid_0's l1: 16.2217
[90] valid_0's poisson: -103.457 valid_0's l1: 16.2041
[91] valid_0's poisson: -103.469 valid_0's l1: 16.1964
[92] valid_0's poisson: -103.474 valid_0's l1: 16.1567
[93] valid_0's poisson: -103.482 valid_0's l1: 16.152
[94] valid_0's poisson: -103.478 valid_0's l1: 16.1283
[95] valid_0's poisson: -103.471 valid_0's l1: 16.1142
[96] valid_0's poisson: -103.441 valid_0's l1: 16.0988
[97] valid_0's poisson: -103.381 valid_0's l1: 16.0896
[98] valid_0's poisson: -103.387 valid_0's l1: 16.084
[99] valid_0's poisson: -103.296 valid_0's l1: 16.0718
[100] valid_0's poisson: -103.289 valid_0's l1: 16.0579
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.0178 valid_0's l1: 28.3889
[2] valid_0's poisson: -85.2562 valid_0's l1: 27.4904
[3] valid_0's poisson: -87.0348 valid_0's l1: 26.7133
[4] valid_0's poisson: -88.577 valid_0's l1: 25.9955
[5] valid_0's poisson: -89.8699 valid_0's l1: 25.3548
[6] valid_0's poisson: -90.8956 valid_0's l1: 24.8399
[7] valid_0's poisson: -91.9141 valid_0's l1: 24.2736
[8] valid_0's poisson: -92.7721 valid_0's l1: 23.7756
[9] valid_0's poisson: -93.4243 valid_0's l1: 23.4026
[10] valid_0's poisson: -94.1196 valid_0's l1: 22.9774
[11] valid_0's poisson: -94.7556 valid_0's l1: 22.5677
[12] valid_0's poisson: -95.3167 valid_0's l1: 22.237
[13] valid_0's poisson: -95.6785 valid_0's l1: 22.0171
[14] valid_0's poisson: -96.0021 valid_0's l1: 21.8218
[15] valid_0's poisson: -96.4138 valid_0's l1: 21.5847
[16] valid_0's poisson: -96.8112 valid_0's l1: 21.2999
[17] valid_0's poisson: -97.0971 valid_0's l1: 21.1203
[18] valid_0's poisson: -97.4204 valid_0's l1: 20.9302
[19] valid_0's poisson: -97.6065 valid_0's l1: 20.7954
[20] valid_0's poisson: -97.9192 valid_0's l1: 20.5555
[21] valid_0's poisson: -98.17 valid_0's l1: 20.4018
[22] valid_0's poisson: -98.4274 valid_0's l1: 20.1923
[23] valid_0's poisson: -98.5955 valid_0's l1: 20.0718
[24] valid_0's poisson: -99.126 valid_0's l1: 19.7962
[25] valid_0's poisson: -99.2417 valid_0's l1: 19.7046
[26] valid_0's poisson: -99.5001 valid_0's l1: 19.5455
[27] valid_0's poisson: -99.6884 valid_0's l1: 19.4097
[28] valid_0's poisson: -99.9719 valid_0's l1: 19.2762
[29] valid_0's poisson: -100.061 valid_0's l1: 19.2059
[30] valid_0's poisson: -100.225 valid_0's l1: 19.0862
[31] valid_0's poisson: -100.426 valid_0's l1: 18.9588
[32] valid_0's poisson: -100.575 valid_0's l1: 18.8435
[33] valid_0's poisson: -100.648 valid_0's l1: 18.7881
[34] valid_0's poisson: -101.025 valid_0's l1: 18.6111
[35] valid_0's poisson: -101.18 valid_0's l1: 18.5277
[36] valid_0's poisson: -101.307 valid_0's l1: 18.4397
[37] valid_0's poisson: -101.513 valid_0's l1: 18.3336
[38] valid_0's poisson: -101.623 valid_0's l1: 18.2571
[39] valid_0's poisson: -101.71 valid_0's l1: 18.1778
[40] valid_0's poisson: -101.794 valid_0's l1: 18.1116
[41] valid_0's poisson: -101.891 valid_0's l1: 18.0587
[42] valid_0's poisson: -102.054 valid_0's l1: 17.9636
[43] valid_0's poisson: -102.102 valid_0's l1: 17.9182
[44] valid_0's poisson: -102.172 valid_0's l1: 17.8628
[45] valid_0's poisson: -102.206 valid_0's l1: 17.8301
[46] valid_0's poisson: -102.276 valid_0's l1: 17.7778
[47] valid_0's poisson: -102.343 valid_0's l1: 17.7253
[48] valid_0's poisson: -102.551 valid_0's l1: 17.6123
[49] valid_0's poisson: -102.622 valid_0's l1: 17.5559
[50] valid_0's poisson: -102.668 valid_0's l1: 17.5137
[51] valid_0's poisson: -102.726 valid_0's l1: 17.4682
[52] valid_0's poisson: -102.739 valid_0's l1: 17.4288
[53] valid_0's poisson: -102.836 valid_0's l1: 17.3522
[54] valid_0's poisson: -102.899 valid_0's l1: 17.2909
[55] valid_0's poisson: -102.918 valid_0's l1: 17.2606
[56] valid_0's poisson: -102.989 valid_0's l1: 17.2054
[57] valid_0's poisson: -103.039 valid_0's l1: 17.1503
[58] valid_0's poisson: -103.098 valid_0's l1: 17.1034
[59] valid_0's poisson: -103.221 valid_0's l1: 17.0169
[60] valid_0's poisson: -103.275 valid_0's l1: 16.9857
[61] valid_0's poisson: -103.29 valid_0's l1: 16.9537
[62] valid_0's poisson: -103.273 valid_0's l1: 16.9163
[63] valid_0's poisson: -103.227 valid_0's l1: 16.9008
[64] valid_0's poisson: -103.264 valid_0's l1: 16.8772
[65] valid_0's poisson: -103.258 valid_0's l1: 16.8416
[66] valid_0's poisson: -103.373 valid_0's l1: 16.7426
[67] valid_0's poisson: -103.333 valid_0's l1: 16.7107
[68] valid_0's poisson: -103.319 valid_0's l1: 16.6826
[69] valid_0's poisson: -103.337 valid_0's l1: 16.6541
[70] valid_0's poisson: -103.327 valid_0's l1: 16.6269
[71] valid_0's poisson: -103.313 valid_0's l1: 16.5896
[72] valid_0's poisson: -103.346 valid_0's l1: 16.5585
[73] valid_0's poisson: -103.352 valid_0's l1: 16.5226
[74] valid_0's poisson: -103.368 valid_0's l1: 16.4956
[75] valid_0's poisson: -103.381 valid_0's l1: 16.4774
[76] valid_0's poisson: -103.403 valid_0's l1: 16.4593
[77] valid_0's poisson: -103.395 valid_0's l1: 16.4363
[78] valid_0's poisson: -103.521 valid_0's l1: 16.3564
[79] valid_0's poisson: -103.536 valid_0's l1: 16.3434
[80] valid_0's poisson: -103.503 valid_0's l1: 16.3223
[81] valid_0's poisson: -103.466 valid_0's l1: 16.3014
[82] valid_0's poisson: -103.546 valid_0's l1: 16.233
[83] valid_0's poisson: -103.531 valid_0's l1: 16.2083
[84] valid_0's poisson: -103.544 valid_0's l1: 16.1906
[85] valid_0's poisson: -103.578 valid_0's l1: 16.1804
[86] valid_0's poisson: -103.586 valid_0's l1: 16.161
[87] valid_0's poisson: -103.528 valid_0's l1: 16.1443
[88] valid_0's poisson: -103.576 valid_0's l1: 16.0885
[89] valid_0's poisson: -103.564 valid_0's l1: 16.0715
[90] valid_0's poisson: -103.573 valid_0's l1: 16.0528
[91] valid_0's poisson: -103.578 valid_0's l1: 16.0449
[92] valid_0's poisson: -103.587 valid_0's l1: 16.03
[93] valid_0's poisson: -103.6 valid_0's l1: 16.0186
[94] valid_0's poisson: -103.619 valid_0's l1: 15.9928
[95] valid_0's poisson: -103.638 valid_0's l1: 15.9756
[96] valid_0's poisson: -103.649 valid_0's l1: 15.9691
[97] valid_0's poisson: -103.67 valid_0's l1: 15.9524
[98] valid_0's poisson: -103.664 valid_0's l1: 15.9491
[99] valid_0's poisson: -103.666 valid_0's l1: 15.9423
[100] valid_0's poisson: -103.647 valid_0's l1: 15.9372
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.0178 valid_0's l1: 28.3889
[2] valid_0's poisson: -85.2572 valid_0's l1: 27.4943
[3] valid_0's poisson: -86.9854 valid_0's l1: 26.7391
[4] valid_0's poisson: -88.5135 valid_0's l1: 26.0296
[5] valid_0's poisson: -89.7936 valid_0's l1: 25.3966
[6] valid_0's poisson: -90.8766 valid_0's l1: 24.8413
[7] valid_0's poisson: -91.8861 valid_0's l1: 24.2825
[8] valid_0's poisson: -92.6621 valid_0's l1: 23.877
[9] valid_0's poisson: -93.2213 valid_0's l1: 23.5603
[10] valid_0's poisson: -93.9944 valid_0's l1: 23.0928
[11] valid_0's poisson: -94.6641 valid_0's l1: 22.6703
[12] valid_0's poisson: -95.2351 valid_0's l1: 22.3017
[13] valid_0's poisson: -95.6015 valid_0's l1: 22.0791
[14] valid_0's poisson: -95.9692 valid_0's l1: 21.861
[15] valid_0's poisson: -96.3923 valid_0's l1: 21.6197
[16] valid_0's poisson: -96.7374 valid_0's l1: 21.4094
[17] valid_0's poisson: -97.0905 valid_0's l1: 21.2044
[18] valid_0's poisson: -97.3971 valid_0's l1: 20.967
[19] valid_0's poisson: -97.5827 valid_0's l1: 20.8308
[20] valid_0's poisson: -97.8856 valid_0's l1: 20.6563
[21] valid_0's poisson: -98.1838 valid_0's l1: 20.421
[22] valid_0's poisson: -98.3448 valid_0's l1: 20.3108
[23] valid_0's poisson: -98.9295 valid_0's l1: 20.0186
[24] valid_0's poisson: -99.2121 valid_0's l1: 19.8441
[25] valid_0's poisson: -99.4172 valid_0's l1: 19.6959
[26] valid_0's poisson: -99.6054 valid_0's l1: 19.5568
[27] valid_0's poisson: -99.912 valid_0's l1: 19.4122
[28] valid_0's poisson: -100.012 valid_0's l1: 19.3328
[29] valid_0's poisson: -100.232 valid_0's l1: 19.193
[30] valid_0's poisson: -100.419 valid_0's l1: 19.0372
[31] valid_0's poisson: -100.666 valid_0's l1: 18.9185
[32] valid_0's poisson: -100.745 valid_0's l1: 18.8559
[33] valid_0's poisson: -100.884 valid_0's l1: 18.7319
[34] valid_0's poisson: -101.05 valid_0's l1: 18.6438
[35] valid_0's poisson: -101.101 valid_0's l1: 18.6002
[36] valid_0's poisson: -101.154 valid_0's l1: 18.5511
[37] valid_0's poisson: -101.289 valid_0's l1: 18.4362
[38] valid_0's poisson: -101.434 valid_0's l1: 18.3305
[39] valid_0's poisson: -101.562 valid_0's l1: 18.2389
[40] valid_0's poisson: -101.879 valid_0's l1: 18.0787
[41] valid_0's poisson: -101.987 valid_0's l1: 18.0208
[42] valid_0's poisson: -102.076 valid_0's l1: 17.958
[43] valid_0's poisson: -102.229 valid_0's l1: 17.8702
[44] valid_0's poisson: -102.259 valid_0's l1: 17.8357
[45] valid_0's poisson: -102.458 valid_0's l1: 17.7003
[46] valid_0's poisson: -102.521 valid_0's l1: 17.6476
[47] valid_0's poisson: -102.608 valid_0's l1: 17.5804
[48] valid_0's poisson: -102.669 valid_0's l1: 17.5327
[49] valid_0's poisson: -102.726 valid_0's l1: 17.4886
[50] valid_0's poisson: -102.794 valid_0's l1: 17.4352
[51] valid_0's poisson: -102.842 valid_0's l1: 17.3973
[52] valid_0's poisson: -102.876 valid_0's l1: 17.3572
[53] valid_0's poisson: -102.93 valid_0's l1: 17.3161
[54] valid_0's poisson: -103.129 valid_0's l1: 17.203
[55] valid_0's poisson: -103.182 valid_0's l1: 17.1514
[56] valid_0's poisson: -103.188 valid_0's l1: 17.0988
[57] valid_0's poisson: -103.223 valid_0's l1: 17.0682
[58] valid_0's poisson: -103.273 valid_0's l1: 17.0229
[59] valid_0's poisson: -103.276 valid_0's l1: 16.9955
[60] valid_0's poisson: -103.254 valid_0's l1: 16.9688
[61] valid_0's poisson: -103.232 valid_0's l1: 16.9508
[62] valid_0's poisson: -103.251 valid_0's l1: 16.9281
[63] valid_0's poisson: -103.249 valid_0's l1: 16.892
[64] valid_0's poisson: -103.264 valid_0's l1: 16.8729
[65] valid_0's poisson: -103.261 valid_0's l1: 16.839
[66] valid_0's poisson: -103.28 valid_0's l1: 16.8062
[67] valid_0's poisson: -103.264 valid_0's l1: 16.7765
[68] valid_0's poisson: -103.245 valid_0's l1: 16.749
[69] valid_0's poisson: -103.283 valid_0's l1: 16.7111
[70] valid_0's poisson: -103.266 valid_0's l1: 16.6857
[71] valid_0's poisson: -103.35 valid_0's l1: 16.6099
[72] valid_0's poisson: -103.315 valid_0's l1: 16.5866
[73] valid_0's poisson: -103.314 valid_0's l1: 16.5661
[74] valid_0's poisson: -103.321 valid_0's l1: 16.5574
[75] valid_0's poisson: -103.333 valid_0's l1: 16.5369
[76] valid_0's poisson: -103.331 valid_0's l1: 16.5088
[77] valid_0's poisson: -103.307 valid_0's l1: 16.5014
[78] valid_0's poisson: -103.307 valid_0's l1: 16.4674
[79] valid_0's poisson: -103.318 valid_0's l1: 16.4412
[80] valid_0's poisson: -103.327 valid_0's l1: 16.4344
[81] valid_0's poisson: -103.356 valid_0's l1: 16.4128
[82] valid_0's poisson: -103.366 valid_0's l1: 16.405
[83] valid_0's poisson: -103.49 valid_0's l1: 16.3205
[84] valid_0's poisson: -103.498 valid_0's l1: 16.3103
[85] valid_0's poisson: -103.39 valid_0's l1: 16.2643
[86] valid_0's poisson: -103.404 valid_0's l1: 16.2491
[87] valid_0's poisson: -103.409 valid_0's l1: 16.2436
[88] valid_0's poisson: -103.42 valid_0's l1: 16.2307
[89] valid_0's poisson: -103.43 valid_0's l1: 16.2232
[90] valid_0's poisson: -103.414 valid_0's l1: 16.1556
[91] valid_0's poisson: -103.429 valid_0's l1: 16.1381
[92] valid_0's poisson: -103.52 valid_0's l1: 16.128
[93] valid_0's poisson: -103.42 valid_0's l1: 16.1132
[94] valid_0's poisson: -103.421 valid_0's l1: 16.1095
[95] valid_0's poisson: -103.457 valid_0's l1: 16.0745
[96] valid_0's poisson: -103.466 valid_0's l1: 16.059
[97] valid_0's poisson: -103.479 valid_0's l1: 16.0468
[98] valid_0's poisson: -103.45 valid_0's l1: 16.0331
[99] valid_0's poisson: -103.476 valid_0's l1: 16.0161
[100] valid_0's poisson: -103.481 valid_0's l1: 16.0114
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.0178 valid_0's l1: 28.3889
[2] valid_0's poisson: -85.2324 valid_0's l1: 27.5063
[3] valid_0's poisson: -87.0631 valid_0's l1: 26.7105
[4] valid_0's poisson: -88.5543 valid_0's l1: 26.0172
[5] valid_0's poisson: -89.7544 valid_0's l1: 25.4278
[6] valid_0's poisson: -90.8623 valid_0's l1: 24.858
[7] valid_0's poisson: -91.8922 valid_0's l1: 24.2916
[8] valid_0's poisson: -92.6695 valid_0's l1: 23.8831
[9] valid_0's poisson: -93.4326 valid_0's l1: 23.417
[10] valid_0's poisson: -93.9902 valid_0's l1: 23.0906
[11] valid_0's poisson: -94.6622 valid_0's l1: 22.6722
[12] valid_0's poisson: -95.2358 valid_0's l1: 22.2941
[13] valid_0's poisson: -95.6709 valid_0's l1: 22.0512
[14] valid_0's poisson: -95.9911 valid_0's l1: 21.8492
[15] valid_0's poisson: -96.3737 valid_0's l1: 21.5705
[16] valid_0's poisson: -96.7629 valid_0's l1: 21.3441
[17] valid_0's poisson: -97.0422 valid_0's l1: 21.1659
[18] valid_0's poisson: -97.3628 valid_0's l1: 20.9761
[19] valid_0's poisson: -97.6097 valid_0's l1: 20.8007
[20] valid_0's poisson: -97.8705 valid_0's l1: 20.6432
[21] valid_0's poisson: -98.1677 valid_0's l1: 20.4111
[22] valid_0's poisson: -98.4307 valid_0's l1: 20.1983
[23] valid_0's poisson: -98.6739 valid_0's l1: 20.0305
[24] valid_0's poisson: -98.8031 valid_0's l1: 19.9292
[25] valid_0's poisson: -99.0871 valid_0's l1: 19.7984
[26] valid_0's poisson: -99.2933 valid_0's l1: 19.6297
[27] valid_0's poisson: -99.4072 valid_0's l1: 19.5451
[28] valid_0's poisson: -99.6392 valid_0's l1: 19.4034
[29] valid_0's poisson: -99.9383 valid_0's l1: 19.2673
[30] valid_0's poisson: -100.343 valid_0's l1: 19.0472
[31] valid_0's poisson: -100.427 valid_0's l1: 18.9788
[32] valid_0's poisson: -100.484 valid_0's l1: 18.9285
[33] valid_0's poisson: -100.679 valid_0's l1: 18.8044
[34] valid_0's poisson: -100.852 valid_0's l1: 18.7177
[35] valid_0's poisson: -100.978 valid_0's l1: 18.6235
[36] valid_0's poisson: -101.03 valid_0's l1: 18.5758
[37] valid_0's poisson: -101.19 valid_0's l1: 18.4744
[38] valid_0's poisson: -101.324 valid_0's l1: 18.3786
[39] valid_0's poisson: -101.652 valid_0's l1: 18.216
[40] valid_0's poisson: -101.752 valid_0's l1: 18.1383
[41] valid_0's poisson: -101.924 valid_0's l1: 18.0414
[42] valid_0's poisson: -102.014 valid_0's l1: 17.9532
[43] valid_0's poisson: -102.081 valid_0's l1: 17.8999
[44] valid_0's poisson: -102.109 valid_0's l1: 17.8685
[45] valid_0's poisson: -102.353 valid_0's l1: 17.7422
[46] valid_0's poisson: -102.457 valid_0's l1: 17.6209
[47] valid_0's poisson: -102.64 valid_0's l1: 17.5252
[48] valid_0's poisson: -102.707 valid_0's l1: 17.4678
[49] valid_0's poisson: -102.733 valid_0's l1: 17.4335
[50] valid_0's poisson: -102.791 valid_0's l1: 17.3858
[51] valid_0's poisson: -102.858 valid_0's l1: 17.3207
[52] valid_0's poisson: -102.933 valid_0's l1: 17.2626
[53] valid_0's poisson: -102.974 valid_0's l1: 17.229
[54] valid_0's poisson: -102.988 valid_0's l1: 17.1989
[55] valid_0's poisson: -103.044 valid_0's l1: 17.1469
[56] valid_0's poisson: -103.086 valid_0's l1: 17.1147
[57] valid_0's poisson: -103.116 valid_0's l1: 17.0808
[58] valid_0's poisson: -103.162 valid_0's l1: 17.0238
[59] valid_0's poisson: -103.205 valid_0's l1: 16.9826
[60] valid_0's poisson: -103.24 valid_0's l1: 16.9353
[61] valid_0's poisson: -103.192 valid_0's l1: 16.9092
[62] valid_0's poisson: -103.229 valid_0's l1: 16.859
[63] valid_0's poisson: -103.244 valid_0's l1: 16.8373
[64] valid_0's poisson: -103.218 valid_0's l1: 16.8229
[65] valid_0's poisson: -103.226 valid_0's l1: 16.7899
[66] valid_0's poisson: -103.305 valid_0's l1: 16.7142
[67] valid_0's poisson: -103.314 valid_0's l1: 16.6875
[68] valid_0's poisson: -103.31 valid_0's l1: 16.6747
[69] valid_0's poisson: -103.311 valid_0's l1: 16.6454
[70] valid_0's poisson: -103.347 valid_0's l1: 16.6146
[71] valid_0's poisson: -103.386 valid_0's l1: 16.579
[72] valid_0's poisson: -103.384 valid_0's l1: 16.552
[73] valid_0's poisson: -103.371 valid_0's l1: 16.538
[74] valid_0's poisson: -103.31 valid_0's l1: 16.5128
[75] valid_0's poisson: -103.298 valid_0's l1: 16.4894
[76] valid_0's poisson: -103.281 valid_0's l1: 16.4818
[77] valid_0's poisson: -103.268 valid_0's l1: 16.4607
[78] valid_0's poisson: -103.304 valid_0's l1: 16.4544
[79] valid_0's poisson: -103.358 valid_0's l1: 16.3807
[80] valid_0's poisson: -103.395 valid_0's l1: 16.3569
[81] valid_0's poisson: -103.397 valid_0's l1: 16.351
[82] valid_0's poisson: -103.443 valid_0's l1: 16.3211
[83] valid_0's poisson: -103.472 valid_0's l1: 16.3021
[84] valid_0's poisson: -103.426 valid_0's l1: 16.2929
[85] valid_0's poisson: -103.272 valid_0's l1: 16.252
[86] valid_0's poisson: -103.254 valid_0's l1: 16.2451
[87] valid_0's poisson: -103.3 valid_0's l1: 16.2077
[88] valid_0's poisson: -103.311 valid_0's l1: 16.2008
[89] valid_0's poisson: -103.313 valid_0's l1: 16.1764
[90] valid_0's poisson: -103.239 valid_0's l1: 16.1619
[91] valid_0's poisson: -103.27 valid_0's l1: 16.1392
[92] valid_0's poisson: -103.274 valid_0's l1: 16.133
[93] valid_0's poisson: -103.282 valid_0's l1: 16.1147
[94] valid_0's poisson: -103.251 valid_0's l1: 16.1019
[95] valid_0's poisson: -103.239 valid_0's l1: 16.0853
[96] valid_0's poisson: -103.257 valid_0's l1: 16.0723
[97] valid_0's poisson: -103.269 valid_0's l1: 16.0694
[98] valid_0's poisson: -103.322 valid_0's l1: 16.0497
[99] valid_0's poisson: -103.326 valid_0's l1: 16.0446
[100] valid_0's poisson: -103.348 valid_0's l1: 16.0318
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.0194 valid_0's l1: 28.3866
[2] valid_0's poisson: -85.2578 valid_0's l1: 27.4882
[3] valid_0's poisson: -86.9128 valid_0's l1: 26.7643
[4] valid_0's poisson: -88.4955 valid_0's l1: 26.037
[5] valid_0's poisson: -89.7953 valid_0's l1: 25.3969
[6] valid_0's poisson: -90.9047 valid_0's l1: 24.8346
[7] valid_0's poisson: -91.9126 valid_0's l1: 24.2756
[8] valid_0's poisson: -92.6367 valid_0's l1: 23.873
[9] valid_0's poisson: -93.4738 valid_0's l1: 23.3802
[10] valid_0's poisson: -94.1793 valid_0's l1: 22.9437
[11] valid_0's poisson: -94.7243 valid_0's l1: 22.6432
[12] valid_0's poisson: -95.2789 valid_0's l1: 22.2848
[13] valid_0's poisson: -95.6827 valid_0's l1: 22.0431
[14] valid_0's poisson: -96.0756 valid_0's l1: 21.7572
[15] valid_0's poisson: -96.491 valid_0's l1: 21.5219
[16] valid_0's poisson: -96.7629 valid_0's l1: 21.3433
[17] valid_0's poisson: -97.049 valid_0's l1: 21.1604
[18] valid_0's poisson: -97.316 valid_0's l1: 20.9754
[19] valid_0's poisson: -97.6143 valid_0's l1: 20.7978
[20] valid_0's poisson: -97.8808 valid_0's l1: 20.6395
[21] valid_0's poisson: -98.1658 valid_0's l1: 20.4156
[22] valid_0's poisson: -98.7295 valid_0's l1: 20.1307
[23] valid_0's poisson: -98.8803 valid_0's l1: 20.0244
[24] valid_0's poisson: -99.1545 valid_0's l1: 19.8558
[25] valid_0's poisson: -99.3374 valid_0's l1: 19.7252
[26] valid_0's poisson: -99.5401 valid_0's l1: 19.5771
[27] valid_0's poisson: -99.7469 valid_0's l1: 19.4085
[28] valid_0's poisson: -99.9861 valid_0's l1: 19.2926
[29] valid_0's poisson: -100.08 valid_0's l1: 19.2173
[30] valid_0's poisson: -100.233 valid_0's l1: 19.1042
[31] valid_0's poisson: -100.322 valid_0's l1: 19.0364
[32] valid_0's poisson: -100.501 valid_0's l1: 18.9233
[33] valid_0's poisson: -100.776 valid_0's l1: 18.785
[34] valid_0's poisson: -100.919 valid_0's l1: 18.6633
[35] valid_0's poisson: -101.033 valid_0's l1: 18.5601
[36] valid_0's poisson: -101.188 valid_0's l1: 18.4774
[37] valid_0's poisson: -101.237 valid_0's l1: 18.4324
[38] valid_0's poisson: -101.416 valid_0's l1: 18.3409
[39] valid_0's poisson: -101.459 valid_0's l1: 18.3019
[40] valid_0's poisson: -101.527 valid_0's l1: 18.2489
[41] valid_0's poisson: -101.564 valid_0's l1: 18.2152
[42] valid_0's poisson: -101.695 valid_0's l1: 18.1307
[43] valid_0's poisson: -101.785 valid_0's l1: 18.0687
[44] valid_0's poisson: -102.075 valid_0's l1: 17.9181
[45] valid_0's poisson: -102.087 valid_0's l1: 17.854
[46] valid_0's poisson: -102.239 valid_0's l1: 17.7564
[47] valid_0's poisson: -102.318 valid_0's l1: 17.671
[48] valid_0's poisson: -102.527 valid_0's l1: 17.5555
[49] valid_0's poisson: -102.578 valid_0's l1: 17.5093
[50] valid_0's poisson: -102.618 valid_0's l1: 17.4694
[51] valid_0's poisson: -102.679 valid_0's l1: 17.4202
[52] valid_0's poisson: -102.745 valid_0's l1: 17.3614
[53] valid_0's poisson: -102.776 valid_0's l1: 17.3084
[54] valid_0's poisson: -102.942 valid_0's l1: 17.2028
[55] valid_0's poisson: -102.996 valid_0's l1: 17.1653
[56] valid_0's poisson: -103.11 valid_0's l1: 17.0683
[57] valid_0's poisson: -103.165 valid_0's l1: 17.0252
[58] valid_0's poisson: -103.202 valid_0's l1: 16.9752
[59] valid_0's poisson: -103.207 valid_0's l1: 16.9534
[60] valid_0's poisson: -103.211 valid_0's l1: 16.9257
[61] valid_0's poisson: -103.219 valid_0's l1: 16.8907
[62] valid_0's poisson: -103.215 valid_0's l1: 16.8677
[63] valid_0's poisson: -103.19 valid_0's l1: 16.8332
[64] valid_0's poisson: -103.188 valid_0's l1: 16.8171
[65] valid_0's poisson: -103.221 valid_0's l1: 16.796
[66] valid_0's poisson: -103.234 valid_0's l1: 16.7648
[67] valid_0's poisson: -103.203 valid_0's l1: 16.7372
[68] valid_0's poisson: -103.271 valid_0's l1: 16.6534
[69] valid_0's poisson: -103.274 valid_0's l1: 16.6259
[70] valid_0's poisson: -103.33 valid_0's l1: 16.5824
[71] valid_0's poisson: -103.346 valid_0's l1: 16.5507
[72] valid_0's poisson: -103.323 valid_0's l1: 16.5423
[73] valid_0's poisson: -103.366 valid_0's l1: 16.5143
[74] valid_0's poisson: -103.346 valid_0's l1: 16.5048
[75] valid_0's poisson: -103.416 valid_0's l1: 16.4703
[76] valid_0's poisson: -103.443 valid_0's l1: 16.4562
[77] valid_0's poisson: -103.455 valid_0's l1: 16.4332
[78] valid_0's poisson: -103.462 valid_0's l1: 16.4097
[79] valid_0's poisson: -103.462 valid_0's l1: 16.3999
[80] valid_0's poisson: -103.538 valid_0's l1: 16.339
[81] valid_0's poisson: -103.579 valid_0's l1: 16.3104
[82] valid_0's poisson: -103.593 valid_0's l1: 16.2989
[83] valid_0's poisson: -103.574 valid_0's l1: 16.2798
[84] valid_0's poisson: -103.526 valid_0's l1: 16.2587
[85] valid_0's poisson: -103.569 valid_0's l1: 16.2152
[86] valid_0's poisson: -103.506 valid_0's l1: 16.196
[87] valid_0's poisson: -103.564 valid_0's l1: 16.1424
[88] valid_0's poisson: -103.584 valid_0's l1: 16.1194
[89] valid_0's poisson: -103.6 valid_0's l1: 16.1038
[90] valid_0's poisson: -103.59 valid_0's l1: 16.0977
[91] valid_0's poisson: -103.576 valid_0's l1: 16.0757
[92] valid_0's poisson: -103.623 valid_0's l1: 16.0393
[93] valid_0's poisson: -103.645 valid_0's l1: 16.0266
[94] valid_0's poisson: -103.67 valid_0's l1: 15.9917
[95] valid_0's poisson: -103.678 valid_0's l1: 15.9861
[96] valid_0's poisson: -103.682 valid_0's l1: 15.9726
[97] valid_0's poisson: -103.661 valid_0's l1: 15.9659
[98] valid_0's poisson: -103.699 valid_0's l1: 15.9544
[99] valid_0's poisson: -103.704 valid_0's l1: 15.9368
[100] valid_0's poisson: -103.682 valid_0's l1: 15.9297
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.0828 valid_0's l1: 25.1305
[2] valid_0's poisson: -95.4954 valid_0's l1: 22.1034
[3] valid_0's poisson: -100.181 valid_0's l1: 19.3809
[4] valid_0's poisson: -102.895 valid_0's l1: 17.6283
[5] valid_0's poisson: -104.858 valid_0's l1: 15.9389
[6] valid_0's poisson: -105.541 valid_0's l1: 15.0998
[7] valid_0's poisson: -106.017 valid_0's l1: 14.5585
[8] valid_0's poisson: -106.725 valid_0's l1: 13.8077
[9] valid_0's poisson: -106.986 valid_0's l1: 13.4248
[10] valid_0's poisson: -107.244 valid_0's l1: 13.1323
[11] valid_0's poisson: -107.396 valid_0's l1: 12.9333
[12] valid_0's poisson: -107.55 valid_0's l1: 12.7047
[13] valid_0's poisson: -107.604 valid_0's l1: 12.6198
[14] valid_0's poisson: -107.549 valid_0's l1: 12.5707
[15] valid_0's poisson: -107.574 valid_0's l1: 12.482
[16] valid_0's poisson: -107.671 valid_0's l1: 12.3154
[17] valid_0's poisson: -107.714 valid_0's l1: 12.2247
[18] valid_0's poisson: -107.632 valid_0's l1: 12.182
[19] valid_0's poisson: -107.657 valid_0's l1: 12.1495
[20] valid_0's poisson: -107.767 valid_0's l1: 11.9491
[21] valid_0's poisson: -107.778 valid_0's l1: 11.8879
[22] valid_0's poisson: -107.649 valid_0's l1: 11.8639
[23] valid_0's poisson: -107.667 valid_0's l1: 11.7187
[24] valid_0's poisson: -107.705 valid_0's l1: 11.7187
[25] valid_0's poisson: -107.687 valid_0's l1: 11.6933
[26] valid_0's poisson: -107.664 valid_0's l1: 11.6624
[27] valid_0's poisson: -107.609 valid_0's l1: 11.6592
[28] valid_0's poisson: -107.625 valid_0's l1: 11.6316
[29] valid_0's poisson: -107.636 valid_0's l1: 11.6105
[30] valid_0's poisson: -107.631 valid_0's l1: 11.5988
[31] valid_0's poisson: -107.659 valid_0's l1: 11.5528
[32] valid_0's poisson: -107.692 valid_0's l1: 11.5539
[33] valid_0's poisson: -107.718 valid_0's l1: 11.475
[34] valid_0's poisson: -107.692 valid_0's l1: 11.4668
[35] valid_0's poisson: -107.672 valid_0's l1: 11.444
[36] valid_0's poisson: -107.687 valid_0's l1: 11.4328
[37] valid_0's poisson: -107.711 valid_0's l1: 11.4238
[38] valid_0's poisson: -107.628 valid_0's l1: 11.3605
[39] valid_0's poisson: -107.676 valid_0's l1: 11.3352
[40] valid_0's poisson: -107.717 valid_0's l1: 11.3267
[41] valid_0's poisson: -107.727 valid_0's l1: 11.3128
[42] valid_0's poisson: -107.74 valid_0's l1: 11.2837
[43] valid_0's poisson: -107.752 valid_0's l1: 11.2667
[44] valid_0's poisson: -107.754 valid_0's l1: 11.2621
[45] valid_0's poisson: -107.758 valid_0's l1: 11.2507
[46] valid_0's poisson: -107.893 valid_0's l1: 11.213
[47] valid_0's poisson: -107.916 valid_0's l1: 11.1849
[48] valid_0's poisson: -107.856 valid_0's l1: 11.1769
[49] valid_0's poisson: -107.865 valid_0's l1: 11.1737
[50] valid_0's poisson: -107.871 valid_0's l1: 11.1708
[51] valid_0's poisson: -107.875 valid_0's l1: 11.1616
[52] valid_0's poisson: -107.876 valid_0's l1: 11.1548
[53] valid_0's poisson: -107.878 valid_0's l1: 11.1506
[54] valid_0's poisson: -107.874 valid_0's l1: 11.1415
[55] valid_0's poisson: -107.87 valid_0's l1: 11.1374
[56] valid_0's poisson: -107.868 valid_0's l1: 11.1316
[57] valid_0's poisson: -107.904 valid_0's l1: 11.1279
[58] valid_0's poisson: -107.912 valid_0's l1: 11.1076
[59] valid_0's poisson: -107.877 valid_0's l1: 11.0925
[60] valid_0's poisson: -107.908 valid_0's l1: 11.0936
[61] valid_0's poisson: -107.911 valid_0's l1: 11.0867
[62] valid_0's poisson: -107.911 valid_0's l1: 11.0846
[63] valid_0's poisson: -107.985 valid_0's l1: 11.0741
[64] valid_0's poisson: -107.966 valid_0's l1: 11.074
[65] valid_0's poisson: -107.964 valid_0's l1: 11.0729
[66] valid_0's poisson: -107.958 valid_0's l1: 11.0711
[67] valid_0's poisson: -107.949 valid_0's l1: 11.0464
[68] valid_0's poisson: -107.917 valid_0's l1: 11.0377
[69] valid_0's poisson: -107.918 valid_0's l1: 11.032
[70] valid_0's poisson: -107.919 valid_0's l1: 11.0319
[71] valid_0's poisson: -107.932 valid_0's l1: 11.0287
[72] valid_0's poisson: -107.936 valid_0's l1: 11.0237
[73] valid_0's poisson: -107.93 valid_0's l1: 11.0259
[74] valid_0's poisson: -107.932 valid_0's l1: 11.026
[75] valid_0's poisson: -107.922 valid_0's l1: 11.0237
[76] valid_0's poisson: -107.962 valid_0's l1: 11.0024
[77] valid_0's poisson: -107.957 valid_0's l1: 10.9801
[78] valid_0's poisson: -107.96 valid_0's l1: 10.9786
[79] valid_0's poisson: -107.967 valid_0's l1: 10.9733
[80] valid_0's poisson: -107.942 valid_0's l1: 10.9692
[81] valid_0's poisson: -107.953 valid_0's l1: 10.9592
[82] valid_0's poisson: -107.952 valid_0's l1: 10.96
[83] valid_0's poisson: -107.951 valid_0's l1: 10.9589
[84] valid_0's poisson: -107.894 valid_0's l1: 10.9433
[85] valid_0's poisson: -107.898 valid_0's l1: 10.9326
[86] valid_0's poisson: -107.893 valid_0's l1: 10.933
[87] valid_0's poisson: -107.896 valid_0's l1: 10.9274
[88] valid_0's poisson: -107.895 valid_0's l1: 10.9252
[89] valid_0's poisson: -107.901 valid_0's l1: 10.9186
[90] valid_0's poisson: -107.905 valid_0's l1: 10.909
[91] valid_0's poisson: -107.908 valid_0's l1: 10.9002
[92] valid_0's poisson: -107.91 valid_0's l1: 10.8931
[93] valid_0's poisson: -107.917 valid_0's l1: 10.8847
[94] valid_0's poisson: -107.935 valid_0's l1: 10.8808
[95] valid_0's poisson: -107.956 valid_0's l1: 10.8527
[96] valid_0's poisson: -107.956 valid_0's l1: 10.8505
[97] valid_0's poisson: -107.966 valid_0's l1: 10.8207
[98] valid_0's poisson: -107.981 valid_0's l1: 10.8108
[99] valid_0's poisson: -107.967 valid_0's l1: 10.8084
[100] valid_0's poisson: -107.973 valid_0's l1: 10.7842
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.2476 valid_0's l1: 25.0403
[2] valid_0's poisson: -95.7331 valid_0's l1: 21.9802
[3] valid_0's poisson: -100.591 valid_0's l1: 19.1713
[4] valid_0's poisson: -103.127 valid_0's l1: 17.1859
[5] valid_0's poisson: -104.022 valid_0's l1: 16.2971
[6] valid_0's poisson: -105.081 valid_0's l1: 15.3124
[7] valid_0's poisson: -106.083 valid_0's l1: 14.3858
[8] valid_0's poisson: -106.443 valid_0's l1: 13.9766
[9] valid_0's poisson: -106.869 valid_0's l1: 13.4485
[10] valid_0's poisson: -107.252 valid_0's l1: 13.0302
[11] valid_0's poisson: -107.408 valid_0's l1: 12.8276
[12] valid_0's poisson: -107.536 valid_0's l1: 12.6998
[13] valid_0's poisson: -107.591 valid_0's l1: 12.5808
[14] valid_0's poisson: -107.623 valid_0's l1: 12.5423
[15] valid_0's poisson: -107.681 valid_0's l1: 12.4383
[16] valid_0's poisson: -107.702 valid_0's l1: 12.3245
[17] valid_0's poisson: -107.706 valid_0's l1: 12.2691
[18] valid_0's poisson: -107.594 valid_0's l1: 12.2489
[19] valid_0's poisson: -107.599 valid_0's l1: 12.2059
[20] valid_0's poisson: -107.589 valid_0's l1: 12.1708
[21] valid_0's poisson: -107.582 valid_0's l1: 12.1677
[22] valid_0's poisson: -107.584 valid_0's l1: 12.1341
[23] valid_0's poisson: -107.555 valid_0's l1: 12.1029
[24] valid_0's poisson: -107.594 valid_0's l1: 12.0503
[25] valid_0's poisson: -107.564 valid_0's l1: 12.0407
[26] valid_0's poisson: -107.529 valid_0's l1: 11.9618
[27] valid_0's poisson: -107.606 valid_0's l1: 11.8486
[28] valid_0's poisson: -107.63 valid_0's l1: 11.8212
[29] valid_0's poisson: -107.623 valid_0's l1: 11.8144
[30] valid_0's poisson: -107.625 valid_0's l1: 11.8015
[31] valid_0's poisson: -107.625 valid_0's l1: 11.7835
[32] valid_0's poisson: -107.561 valid_0's l1: 11.7673
[33] valid_0's poisson: -107.628 valid_0's l1: 11.7611
[34] valid_0's poisson: -107.534 valid_0's l1: 11.7585
[35] valid_0's poisson: -107.537 valid_0's l1: 11.7272
[36] valid_0's poisson: -107.641 valid_0's l1: 11.6817
[37] valid_0's poisson: -107.585 valid_0's l1: 11.6808
[38] valid_0's poisson: -107.585 valid_0's l1: 11.6827
[39] valid_0's poisson: -107.585 valid_0's l1: 11.6485
[40] valid_0's poisson: -107.596 valid_0's l1: 11.6322
[41] valid_0's poisson: -107.609 valid_0's l1: 11.5999
[42] valid_0's poisson: -107.582 valid_0's l1: 11.5991
[43] valid_0's poisson: -107.616 valid_0's l1: 11.5962
[44] valid_0's poisson: -107.568 valid_0's l1: 11.5877
[45] valid_0's poisson: -107.578 valid_0's l1: 11.48
[46] valid_0's poisson: -107.563 valid_0's l1: 11.4727
[47] valid_0's poisson: -107.614 valid_0's l1: 11.4687
[48] valid_0's poisson: -107.626 valid_0's l1: 11.4692
[49] valid_0's poisson: -107.634 valid_0's l1: 11.4604
[50] valid_0's poisson: -107.64 valid_0's l1: 11.4568
[51] valid_0's poisson: -107.666 valid_0's l1: 11.3747
[52] valid_0's poisson: -107.628 valid_0's l1: 11.3595
[53] valid_0's poisson: -107.677 valid_0's l1: 11.355
[54] valid_0's poisson: -107.663 valid_0's l1: 11.353
[55] valid_0's poisson: -107.593 valid_0's l1: 11.3131
[56] valid_0's poisson: -107.597 valid_0's l1: 11.3025
[57] valid_0's poisson: -107.543 valid_0's l1: 11.2355
[58] valid_0's poisson: -107.49 valid_0's l1: 11.2257
[59] valid_0's poisson: -107.493 valid_0's l1: 11.2123
[60] valid_0's poisson: -107.497 valid_0's l1: 11.2135
[61] valid_0's poisson: -107.51 valid_0's l1: 11.1934
[62] valid_0's poisson: -107.481 valid_0's l1: 11.1908
[63] valid_0's poisson: -107.529 valid_0's l1: 11.174
[64] valid_0's poisson: -107.648 valid_0's l1: 11.1675
[65] valid_0's poisson: -107.576 valid_0's l1: 11.1508
[66] valid_0's poisson: -107.491 valid_0's l1: 11.1418
[67] valid_0's poisson: -107.498 valid_0's l1: 11.126
[68] valid_0's poisson: -107.554 valid_0's l1: 11.1118
[69] valid_0's poisson: -107.553 valid_0's l1: 11.1096
[70] valid_0's poisson: -107.551 valid_0's l1: 11.1163
[71] valid_0's poisson: -107.472 valid_0's l1: 11.1031
[72] valid_0's poisson: -107.529 valid_0's l1: 11.1021
[73] valid_0's poisson: -107.533 valid_0's l1: 11.0955
[74] valid_0's poisson: -107.516 valid_0's l1: 11.0903
[75] valid_0's poisson: -107.583 valid_0's l1: 11.0865
[76] valid_0's poisson: -107.593 valid_0's l1: 11.0497
[77] valid_0's poisson: -107.651 valid_0's l1: 11.0465
[78] valid_0's poisson: -107.65 valid_0's l1: 11.0465
[79] valid_0's poisson: -107.629 valid_0's l1: 11.0395
[80] valid_0's poisson: -107.58 valid_0's l1: 11.0403
[81] valid_0's poisson: -107.582 valid_0's l1: 11.04
[82] valid_0's poisson: -107.58 valid_0's l1: 11.04
[83] valid_0's poisson: -107.578 valid_0's l1: 11.0439
[84] valid_0's poisson: -107.578 valid_0's l1: 11.0452
[85] valid_0's poisson: -107.595 valid_0's l1: 10.9619
[86] valid_0's poisson: -107.607 valid_0's l1: 10.9572
[87] valid_0's poisson: -107.501 valid_0's l1: 10.9485
[88] valid_0's poisson: -107.584 valid_0's l1: 10.8948
[89] valid_0's poisson: -107.557 valid_0's l1: 10.8712
[90] valid_0's poisson: -107.558 valid_0's l1: 10.8706
[91] valid_0's poisson: -107.556 valid_0's l1: 10.8576
[92] valid_0's poisson: -107.574 valid_0's l1: 10.8414
[93] valid_0's poisson: -107.569 valid_0's l1: 10.8285
[94] valid_0's poisson: -107.568 valid_0's l1: 10.8316
[95] valid_0's poisson: -107.619 valid_0's l1: 10.8279
[96] valid_0's poisson: -107.613 valid_0's l1: 10.8285
[97] valid_0's poisson: -107.632 valid_0's l1: 10.8264
[98] valid_0's poisson: -107.652 valid_0's l1: 10.8249
[99] valid_0's poisson: -107.664 valid_0's l1: 10.8039
[100] valid_0's poisson: -107.666 valid_0's l1: 10.7973
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.2787 valid_0's l1: 25.0481
[2] valid_0's poisson: -95.5569 valid_0's l1: 22.0897
[3] valid_0's poisson: -100.325 valid_0's l1: 19.3558
[4] valid_0's poisson: -103.261 valid_0's l1: 17.2288
[5] valid_0's poisson: -104.459 valid_0's l1: 16.107
[6] valid_0's poisson: -105.131 valid_0's l1: 15.2577
[7] valid_0's poisson: -105.883 valid_0's l1: 14.5478
[8] valid_0's poisson: -106.677 valid_0's l1: 13.8096
[9] valid_0's poisson: -106.914 valid_0's l1: 13.4505
[10] valid_0's poisson: -107.182 valid_0's l1: 13.1141
[11] valid_0's poisson: -107.353 valid_0's l1: 12.8693
[12] valid_0's poisson: -107.416 valid_0's l1: 12.7891
[13] valid_0's poisson: -107.694 valid_0's l1: 12.4466
[14] valid_0's poisson: -107.782 valid_0's l1: 12.3319
[15] valid_0's poisson: -107.796 valid_0's l1: 12.2158
[16] valid_0's poisson: -107.776 valid_0's l1: 12.1612
[17] valid_0's poisson: -107.743 valid_0's l1: 12.1182
[18] valid_0's poisson: -107.734 valid_0's l1: 12.0348
[19] valid_0's poisson: -107.769 valid_0's l1: 11.9877
[20] valid_0's poisson: -107.819 valid_0's l1: 11.8541
[21] valid_0's poisson: -107.789 valid_0's l1: 11.8381
[22] valid_0's poisson: -107.835 valid_0's l1: 11.7947
[23] valid_0's poisson: -107.792 valid_0's l1: 11.7545
[24] valid_0's poisson: -107.743 valid_0's l1: 11.7503
[25] valid_0's poisson: -107.799 valid_0's l1: 11.7154
[26] valid_0's poisson: -107.813 valid_0's l1: 11.7041
[27] valid_0's poisson: -107.79 valid_0's l1: 11.6826
[28] valid_0's poisson: -107.817 valid_0's l1: 11.6204
[29] valid_0's poisson: -107.772 valid_0's l1: 11.5964
[30] valid_0's poisson: -107.81 valid_0's l1: 11.5539
[31] valid_0's poisson: -107.771 valid_0's l1: 11.5486
[32] valid_0's poisson: -107.769 valid_0's l1: 11.5508
[33] valid_0's poisson: -107.776 valid_0's l1: 11.5379
[34] valid_0's poisson: -107.794 valid_0's l1: 11.5142
[35] valid_0's poisson: -107.841 valid_0's l1: 11.5011
[36] valid_0's poisson: -107.922 valid_0's l1: 11.4318
[37] valid_0's poisson: -107.933 valid_0's l1: 11.3764
[38] valid_0's poisson: -107.929 valid_0's l1: 11.3485
[39] valid_0's poisson: -107.91 valid_0's l1: 11.3475
[40] valid_0's poisson: -107.93 valid_0's l1: 11.3363
[41] valid_0's poisson: -107.917 valid_0's l1: 11.3305
[42] valid_0's poisson: -107.918 valid_0's l1: 11.328
[43] valid_0's poisson: -107.974 valid_0's l1: 11.301
[44] valid_0's poisson: -107.934 valid_0's l1: 11.2916
[45] valid_0's poisson: -107.948 valid_0's l1: 11.2554
[46] valid_0's poisson: -107.921 valid_0's l1: 11.2461
[47] valid_0's poisson: -107.929 valid_0's l1: 11.2362
[48] valid_0's poisson: -107.925 valid_0's l1: 11.2311
[49] valid_0's poisson: -107.932 valid_0's l1: 11.2288
[50] valid_0's poisson: -107.926 valid_0's l1: 11.2275
[51] valid_0's poisson: -107.997 valid_0's l1: 11.1984
[52] valid_0's poisson: -108.006 valid_0's l1: 11.1775
[53] valid_0's poisson: -108.005 valid_0's l1: 11.1385
[54] valid_0's poisson: -108.009 valid_0's l1: 11.1392
[55] valid_0's poisson: -108.01 valid_0's l1: 11.1395
[56] valid_0's poisson: -108.011 valid_0's l1: 11.1376
[57] valid_0's poisson: -108.035 valid_0's l1: 11.116
[58] valid_0's poisson: -108.042 valid_0's l1: 11.1061
[59] valid_0's poisson: -108.044 valid_0's l1: 11.1031
[60] valid_0's poisson: -108.017 valid_0's l1: 11.0898
[61] valid_0's poisson: -108.028 valid_0's l1: 11.0707
[62] valid_0's poisson: -108.035 valid_0's l1: 11.0566
[63] valid_0's poisson: -108.021 valid_0's l1: 11.0518
[64] valid_0's poisson: -108.023 valid_0's l1: 11.049
[65] valid_0's poisson: -108.022 valid_0's l1: 11.0517
[66] valid_0's poisson: -108.017 valid_0's l1: 11.0507
[67] valid_0's poisson: -108.044 valid_0's l1: 11.0157
[68] valid_0's poisson: -108.058 valid_0's l1: 10.997
[69] valid_0's poisson: -107.998 valid_0's l1: 10.9809
[70] valid_0's poisson: -108.009 valid_0's l1: 10.9815
[71] valid_0's poisson: -108.01 valid_0's l1: 10.937
[72] valid_0's poisson: -108.008 valid_0's l1: 10.9425
[73] valid_0's poisson: -108.016 valid_0's l1: 10.9381
[74] valid_0's poisson: -108.019 valid_0's l1: 10.931
[75] valid_0's poisson: -108.033 valid_0's l1: 10.9036
[76] valid_0's poisson: -108.059 valid_0's l1: 10.8697
[77] valid_0's poisson: -108.017 valid_0's l1: 10.8402
[78] valid_0's poisson: -108.062 valid_0's l1: 10.8357
[79] valid_0's poisson: -108.062 valid_0's l1: 10.8388
[80] valid_0's poisson: -108.062 valid_0's l1: 10.8228
[81] valid_0's poisson: -108.066 valid_0's l1: 10.8139
[82] valid_0's poisson: -108.073 valid_0's l1: 10.8143
[83] valid_0's poisson: -108.082 valid_0's l1: 10.8054
[84] valid_0's poisson: -108.07 valid_0's l1: 10.8058
[85] valid_0's poisson: -108.086 valid_0's l1: 10.7985
[86] valid_0's poisson: -108.089 valid_0's l1: 10.7917
[87] valid_0's poisson: -108.076 valid_0's l1: 10.7778
[88] valid_0's poisson: -108.064 valid_0's l1: 10.7782
[89] valid_0's poisson: -108.056 valid_0's l1: 10.7755
[90] valid_0's poisson: -108.062 valid_0's l1: 10.7722
[91] valid_0's poisson: -108.064 valid_0's l1: 10.7709
[92] valid_0's poisson: -108.065 valid_0's l1: 10.7702
[93] valid_0's poisson: -108.064 valid_0's l1: 10.7723
[94] valid_0's poisson: -108.065 valid_0's l1: 10.7681
[95] valid_0's poisson: -108.017 valid_0's l1: 10.7638
[96] valid_0's poisson: -108.04 valid_0's l1: 10.7138
[97] valid_0's poisson: -108.035 valid_0's l1: 10.7055
[98] valid_0's poisson: -108.044 valid_0's l1: 10.6989
[99] valid_0's poisson: -108.042 valid_0's l1: 10.6922
[100] valid_0's poisson: -108.044 valid_0's l1: 10.6867
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.1025 valid_0's l1: 25.1255
[2] valid_0's poisson: -95.6164 valid_0's l1: 22.0675
[3] valid_0's poisson: -100.292 valid_0's l1: 19.3268
[4] valid_0's poisson: -102.961 valid_0's l1: 17.6066
[5] valid_0's poisson: -104.786 valid_0's l1: 15.929
[6] valid_0's poisson: -105.562 valid_0's l1: 15.0544
[7] valid_0's poisson: -106.023 valid_0's l1: 14.5498
[8] valid_0's poisson: -106.542 valid_0's l1: 13.9063
[9] valid_0's poisson: -106.814 valid_0's l1: 13.5941
[10] valid_0's poisson: -106.995 valid_0's l1: 13.3521
[11] valid_0's poisson: -107.181 valid_0's l1: 13.0644
[12] valid_0's poisson: -107.249 valid_0's l1: 12.8472
[13] valid_0's poisson: -107.324 valid_0's l1: 12.727
[14] valid_0's poisson: -107.384 valid_0's l1: 12.6077
[15] valid_0's poisson: -107.413 valid_0's l1: 12.546
[16] valid_0's poisson: -107.34 valid_0's l1: 12.5117
[17] valid_0's poisson: -107.598 valid_0's l1: 12.1138
[18] valid_0's poisson: -107.609 valid_0's l1: 12.0753
[19] valid_0's poisson: -107.599 valid_0's l1: 12.0585
[20] valid_0's poisson: -107.587 valid_0's l1: 12.012
[21] valid_0's poisson: -107.65 valid_0's l1: 11.9625
[22] valid_0's poisson: -107.61 valid_0's l1: 11.9269
[23] valid_0's poisson: -107.629 valid_0's l1: 11.9145
[24] valid_0's poisson: -107.613 valid_0's l1: 11.88
[25] valid_0's poisson: -107.69 valid_0's l1: 11.8309
[26] valid_0's poisson: -107.638 valid_0's l1: 11.8085
[27] valid_0's poisson: -107.628 valid_0's l1: 11.7948
[28] valid_0's poisson: -107.59 valid_0's l1: 11.7561
[29] valid_0's poisson: -107.748 valid_0's l1: 11.5916
[30] valid_0's poisson: -107.687 valid_0's l1: 11.5664
[31] valid_0's poisson: -107.676 valid_0's l1: 11.5554
[32] valid_0's poisson: -107.666 valid_0's l1: 11.5407
[33] valid_0's poisson: -107.7 valid_0's l1: 11.494
[34] valid_0's poisson: -107.754 valid_0's l1: 11.4549
[35] valid_0's poisson: -107.76 valid_0's l1: 11.4431
[36] valid_0's poisson: -107.76 valid_0's l1: 11.4269
[37] valid_0's poisson: -107.755 valid_0's l1: 11.4167
[38] valid_0's poisson: -107.828 valid_0's l1: 11.4051
[39] valid_0's poisson: -107.817 valid_0's l1: 11.3914
[40] valid_0's poisson: -107.815 valid_0's l1: 11.3634
[41] valid_0's poisson: -107.821 valid_0's l1: 11.358
[42] valid_0's poisson: -107.892 valid_0's l1: 11.3467
[43] valid_0's poisson: -107.907 valid_0's l1: 11.3365
[44] valid_0's poisson: -107.891 valid_0's l1: 11.3251
[45] valid_0's poisson: -107.863 valid_0's l1: 11.3182
[46] valid_0's poisson: -107.867 valid_0's l1: 11.2931
[47] valid_0's poisson: -107.899 valid_0's l1: 11.2804
[48] valid_0's poisson: -107.967 valid_0's l1: 11.1698
[49] valid_0's poisson: -107.936 valid_0's l1: 11.1601
[50] valid_0's poisson: -107.944 valid_0's l1: 11.1511
[51] valid_0's poisson: -107.927 valid_0's l1: 11.1549
[52] valid_0's poisson: -107.96 valid_0's l1: 11.144
[53] valid_0's poisson: -107.971 valid_0's l1: 11.1303
[54] valid_0's poisson: -107.959 valid_0's l1: 11.131
[55] valid_0's poisson: -107.935 valid_0's l1: 11.1215
[56] valid_0's poisson: -107.937 valid_0's l1: 11.1025
[57] valid_0's poisson: -107.948 valid_0's l1: 11.0923
[58] valid_0's poisson: -107.934 valid_0's l1: 11.0896
[59] valid_0's poisson: -107.948 valid_0's l1: 11.0905
[60] valid_0's poisson: -107.925 valid_0's l1: 11.09
[61] valid_0's poisson: -107.906 valid_0's l1: 11.071
[62] valid_0's poisson: -107.931 valid_0's l1: 11.06
[63] valid_0's poisson: -107.948 valid_0's l1: 11.0455
[64] valid_0's poisson: -107.949 valid_0's l1: 11.04
[65] valid_0's poisson: -107.958 valid_0's l1: 11.0367
[66] valid_0's poisson: -107.909 valid_0's l1: 11.0223
[67] valid_0's poisson: -107.91 valid_0's l1: 11.019
[68] valid_0's poisson: -107.912 valid_0's l1: 11.0134
[69] valid_0's poisson: -107.893 valid_0's l1: 11.0095
[70] valid_0's poisson: -107.885 valid_0's l1: 11.0085
[71] valid_0's poisson: -107.894 valid_0's l1: 11.0114
[72] valid_0's poisson: -107.897 valid_0's l1: 10.9938
[73] valid_0's poisson: -107.895 valid_0's l1: 10.9979
[74] valid_0's poisson: -107.894 valid_0's l1: 10.9987
[75] valid_0's poisson: -107.925 valid_0's l1: 10.9953
[76] valid_0's poisson: -107.972 valid_0's l1: 10.898
[77] valid_0's poisson: -107.967 valid_0's l1: 10.8969
[78] valid_0's poisson: -107.898 valid_0's l1: 10.8935
[79] valid_0's poisson: -107.903 valid_0's l1: 10.8868
[80] valid_0's poisson: -107.918 valid_0's l1: 10.85
[81] valid_0's poisson: -107.917 valid_0's l1: 10.8481
[82] valid_0's poisson: -107.943 valid_0's l1: 10.8298
[83] valid_0's poisson: -107.94 valid_0's l1: 10.8272
[84] valid_0's poisson: -107.955 valid_0's l1: 10.8187
[85] valid_0's poisson: -107.929 valid_0's l1: 10.8096
[86] valid_0's poisson: -107.89 valid_0's l1: 10.8061
[87] valid_0's poisson: -107.851 valid_0's l1: 10.793
[88] valid_0's poisson: -107.894 valid_0's l1: 10.7921
[89] valid_0's poisson: -107.849 valid_0's l1: 10.7887
[90] valid_0's poisson: -107.883 valid_0's l1: 10.7634
[91] valid_0's poisson: -107.882 valid_0's l1: 10.7639
[92] valid_0's poisson: -107.881 valid_0's l1: 10.7643
[93] valid_0's poisson: -107.88 valid_0's l1: 10.7645
[94] valid_0's poisson: -107.868 valid_0's l1: 10.7643
[95] valid_0's poisson: -107.864 valid_0's l1: 10.7635
[96] valid_0's poisson: -107.865 valid_0's l1: 10.7655
[97] valid_0's poisson: -107.844 valid_0's l1: 10.7593
[98] valid_0's poisson: -107.851 valid_0's l1: 10.7483
[99] valid_0's poisson: -107.85 valid_0's l1: 10.7477
[100] valid_0's poisson: -107.84 valid_0's l1: 10.7215
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.1019 valid_0's l1: 25.1205
[2] valid_0's poisson: -95.2333 valid_0's l1: 22.2092
[3] valid_0's poisson: -100.718 valid_0's l1: 19.2463
[4] valid_0's poisson: -103.301 valid_0's l1: 17.195
[5] valid_0's poisson: -104.454 valid_0's l1: 16.0888
[6] valid_0's poisson: -105.335 valid_0's l1: 15.255
[7] valid_0's poisson: -105.959 valid_0's l1: 14.5793
[8] valid_0's poisson: -106.716 valid_0's l1: 13.7604
[9] valid_0's poisson: -107.177 valid_0's l1: 13.2478
[10] valid_0's poisson: -107.323 valid_0's l1: 13.0797
[11] valid_0's poisson: -107.456 valid_0's l1: 12.8486
[12] valid_0's poisson: -107.556 valid_0's l1: 12.6589
[13] valid_0's poisson: -107.609 valid_0's l1: 12.536
[14] valid_0's poisson: -107.642 valid_0's l1: 12.464
[15] valid_0's poisson: -107.635 valid_0's l1: 12.3692
[16] valid_0's poisson: -107.819 valid_0's l1: 12.05
[17] valid_0's poisson: -107.842 valid_0's l1: 12.0257
[18] valid_0's poisson: -107.819 valid_0's l1: 11.9811
[19] valid_0's poisson: -107.927 valid_0's l1: 11.7548
[20] valid_0's poisson: -107.954 valid_0's l1: 11.7181
[21] valid_0's poisson: -107.888 valid_0's l1: 11.6936
[22] valid_0's poisson: -107.811 valid_0's l1: 11.6753
[23] valid_0's poisson: -107.741 valid_0's l1: 11.6495
[24] valid_0's poisson: -107.763 valid_0's l1: 11.6267
[25] valid_0's poisson: -107.776 valid_0's l1: 11.5903
[26] valid_0's poisson: -107.777 valid_0's l1: 11.5809
[27] valid_0's poisson: -107.783 valid_0's l1: 11.5128
[28] valid_0's poisson: -107.775 valid_0's l1: 11.4969
[29] valid_0's poisson: -107.741 valid_0's l1: 11.4913
[30] valid_0's poisson: -107.745 valid_0's l1: 11.4841
[31] valid_0's poisson: -107.753 valid_0's l1: 11.4689
[32] valid_0's poisson: -107.742 valid_0's l1: 11.4475
[33] valid_0's poisson: -107.748 valid_0's l1: 11.4406
[34] valid_0's poisson: -107.749 valid_0's l1: 11.437
[35] valid_0's poisson: -107.684 valid_0's l1: 11.4297
[36] valid_0's poisson: -107.711 valid_0's l1: 11.3657
[37] valid_0's poisson: -107.717 valid_0's l1: 11.3566
[38] valid_0's poisson: -107.656 valid_0's l1: 11.345
[39] valid_0's poisson: -107.737 valid_0's l1: 11.3268
[40] valid_0's poisson: -107.731 valid_0's l1: 11.3223
[41] valid_0's poisson: -107.674 valid_0's l1: 11.3153
[42] valid_0's poisson: -107.713 valid_0's l1: 11.2984
[43] valid_0's poisson: -107.722 valid_0's l1: 11.2718
[44] valid_0's poisson: -107.672 valid_0's l1: 11.256
[45] valid_0's poisson: -107.653 valid_0's l1: 11.2243
[46] valid_0's poisson: -107.691 valid_0's l1: 11.2142
[47] valid_0's poisson: -107.692 valid_0's l1: 11.21
[48] valid_0's poisson: -107.682 valid_0's l1: 11.1913
[49] valid_0's poisson: -107.672 valid_0's l1: 11.0749
[50] valid_0's poisson: -107.659 valid_0's l1: 11.0533
[51] valid_0's poisson: -107.697 valid_0's l1: 11.0569
[52] valid_0's poisson: -107.653 valid_0's l1: 11.0513
[53] valid_0's poisson: -107.621 valid_0's l1: 11.0469
[54] valid_0's poisson: -107.57 valid_0's l1: 11.039
[55] valid_0's poisson: -107.553 valid_0's l1: 11.0361
[56] valid_0's poisson: -107.597 valid_0's l1: 11.0325
[57] valid_0's poisson: -107.651 valid_0's l1: 11.0218
[58] valid_0's poisson: -107.643 valid_0's l1: 11.0171
[59] valid_0's poisson: -107.678 valid_0's l1: 10.959
[60] valid_0's poisson: -107.699 valid_0's l1: 10.9465
[61] valid_0's poisson: -107.698 valid_0's l1: 10.9236
[62] valid_0's poisson: -107.7 valid_0's l1: 10.8281
[63] valid_0's poisson: -107.738 valid_0's l1: 10.8238
[64] valid_0's poisson: -107.717 valid_0's l1: 10.8049
[65] valid_0's poisson: -107.721 valid_0's l1: 10.8016
[66] valid_0's poisson: -107.708 valid_0's l1: 10.8022
[67] valid_0's poisson: -107.704 valid_0's l1: 10.7935
[68] valid_0's poisson: -107.648 valid_0's l1: 10.7834
[69] valid_0's poisson: -107.649 valid_0's l1: 10.7805
[70] valid_0's poisson: -107.548 valid_0's l1: 10.7762
[71] valid_0's poisson: -107.537 valid_0's l1: 10.775
[72] valid_0's poisson: -107.54 valid_0's l1: 10.7742
[73] valid_0's poisson: -107.562 valid_0's l1: 10.7681
[74] valid_0's poisson: -107.576 valid_0's l1: 10.7663
[75] valid_0's poisson: -107.664 valid_0's l1: 10.7519
[76] valid_0's poisson: -107.684 valid_0's l1: 10.7413
[77] valid_0's poisson: -107.687 valid_0's l1: 10.7404
[78] valid_0's poisson: -107.662 valid_0's l1: 10.736
[79] valid_0's poisson: -107.685 valid_0's l1: 10.7327
[80] valid_0's poisson: -107.652 valid_0's l1: 10.7292
[81] valid_0's poisson: -107.664 valid_0's l1: 10.7258
[82] valid_0's poisson: -107.674 valid_0's l1: 10.7239
[83] valid_0's poisson: -107.67 valid_0's l1: 10.7229
[84] valid_0's poisson: -107.653 valid_0's l1: 10.6908
[85] valid_0's poisson: -107.67 valid_0's l1: 10.6951
[86] valid_0's poisson: -107.737 valid_0's l1: 10.694
[87] valid_0's poisson: -107.678 valid_0's l1: 10.6944
[88] valid_0's poisson: -107.684 valid_0's l1: 10.69
[89] valid_0's poisson: -107.697 valid_0's l1: 10.6808
[90] valid_0's poisson: -107.699 valid_0's l1: 10.6804
[91] valid_0's poisson: -107.676 valid_0's l1: 10.6725
[92] valid_0's poisson: -107.66 valid_0's l1: 10.6571
[93] valid_0's poisson: -107.658 valid_0's l1: 10.6552
[94] valid_0's poisson: -107.657 valid_0's l1: 10.6466
[95] valid_0's poisson: -107.645 valid_0's l1: 10.6478
[96] valid_0's poisson: -107.382 valid_0's l1: 10.6432
[97] valid_0's poisson: -107.39 valid_0's l1: 10.6396
[98] valid_0's poisson: -107.391 valid_0's l1: 10.635
[99] valid_0's poisson: -107.387 valid_0's l1: 10.6349
[100] valid_0's poisson: -107.387 valid_0's l1: 10.6353
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1772 valid_0's l1: 29.0753
[2] valid_0's poisson: -81.9273 valid_0's l1: 28.7997
[3] valid_0's poisson: -82.6368 valid_0's l1: 28.5292
[4] valid_0's poisson: -83.3087 valid_0's l1: 28.2648
[5] valid_0's poisson: -83.9753 valid_0's l1: 27.9983
[6] valid_0's poisson: -84.6296 valid_0's l1: 27.7348
[7] valid_0's poisson: -85.2489 valid_0's l1: 27.4781
[8] valid_0's poisson: -85.8642 valid_0's l1: 27.2187
[9] valid_0's poisson: -86.4478 valid_0's l1: 26.9648
[10] valid_0's poisson: -86.9656 valid_0's l1: 26.7258
[11] valid_0's poisson: -87.4701 valid_0's l1: 26.4894
[12] valid_0's poisson: -87.9743 valid_0's l1: 26.2524
[13] valid_0's poisson: -88.4584 valid_0's l1: 26.0209
[14] valid_0's poisson: -88.885 valid_0's l1: 25.8038
[15] valid_0's poisson: -89.33 valid_0's l1: 25.5829
[16] valid_0's poisson: -89.7469 valid_0's l1: 25.3698
[17] valid_0's poisson: -90.1383 valid_0's l1: 25.1619
[18] valid_0's poisson: -90.5125 valid_0's l1: 24.959
[19] valid_0's poisson: -90.8589 valid_0's l1: 24.7703
[20] valid_0's poisson: -91.1931 valid_0's l1: 24.5815
[21] valid_0's poisson: -91.5144 valid_0's l1: 24.3983
[22] valid_0's poisson: -91.8317 valid_0's l1: 24.2187
[23] valid_0's poisson: -92.1362 valid_0's l1: 24.0438
[24] valid_0's poisson: -92.4287 valid_0's l1: 23.8725
[25] valid_0's poisson: -92.7407 valid_0's l1: 23.6969
[26] valid_0's poisson: -93.0656 valid_0's l1: 23.5161
[27] valid_0's poisson: -93.3407 valid_0's l1: 23.3529
[28] valid_0's poisson: -93.5932 valid_0's l1: 23.1968
[29] valid_0's poisson: -93.8468 valid_0's l1: 23.0428
[30] valid_0's poisson: -94.1057 valid_0's l1: 22.8876
[31] valid_0's poisson: -94.3864 valid_0's l1: 22.724
[32] valid_0's poisson: -94.6315 valid_0's l1: 22.5734
[33] valid_0's poisson: -95.0977 valid_0's l1: 22.3759
[34] valid_0's poisson: -95.3431 valid_0's l1: 22.2273
[35] valid_0's poisson: -95.768 valid_0's l1: 22.0394
[36] valid_0's poisson: -95.9625 valid_0's l1: 21.9091
[37] valid_0's poisson: -96.1499 valid_0's l1: 21.7828
[38] valid_0's poisson: -96.3311 valid_0's l1: 21.659
[39] valid_0's poisson: -96.7262 valid_0's l1: 21.4723
[40] valid_0's poisson: -97.0973 valid_0's l1: 21.2907
[41] valid_0's poisson: -97.4592 valid_0's l1: 21.1129
[42] valid_0's poisson: -97.6035 valid_0's l1: 21.007
[43] valid_0's poisson: -97.927 valid_0's l1: 20.8384
[44] valid_0's poisson: -98.2406 valid_0's l1: 20.6706
[45] valid_0's poisson: -98.5541 valid_0's l1: 20.507
[46] valid_0's poisson: -98.8169 valid_0's l1: 20.3543
[47] valid_0's poisson: -99.1086 valid_0's l1: 20.1897
[48] valid_0's poisson: -99.3686 valid_0's l1: 20.0384
[49] valid_0's poisson: -99.5956 valid_0's l1: 19.9064
[50] valid_0's poisson: -99.8065 valid_0's l1: 19.7723
[51] valid_0's poisson: -100.047 valid_0's l1: 19.6322
[52] valid_0's poisson: -100.246 valid_0's l1: 19.5064
[53] valid_0's poisson: -100.468 valid_0's l1: 19.3624
[54] valid_0's poisson: -100.667 valid_0's l1: 19.2276
[55] valid_0's poisson: -100.863 valid_0's l1: 19.0931
[56] valid_0's poisson: -101.035 valid_0's l1: 18.966
[57] valid_0's poisson: -101.199 valid_0's l1: 18.8549
[58] valid_0's poisson: -101.356 valid_0's l1: 18.7466
[59] valid_0's poisson: -101.455 valid_0's l1: 18.6539
[60] valid_0's poisson: -101.607 valid_0's l1: 18.5353
[61] valid_0's poisson: -101.77 valid_0's l1: 18.4146
[62] valid_0's poisson: -101.854 valid_0's l1: 18.3407
[63] valid_0's poisson: -101.939 valid_0's l1: 18.2631
[64] valid_0's poisson: -102.102 valid_0's l1: 18.143
[65] valid_0's poisson: -102.241 valid_0's l1: 18.0306
[66] valid_0's poisson: -102.315 valid_0's l1: 17.9635
[67] valid_0's poisson: -102.394 valid_0's l1: 17.8933
[68] valid_0's poisson: -102.476 valid_0's l1: 17.8165
[69] valid_0's poisson: -102.586 valid_0's l1: 17.7261
[70] valid_0's poisson: -102.667 valid_0's l1: 17.6524
[71] valid_0's poisson: -102.778 valid_0's l1: 17.5597
[72] valid_0's poisson: -102.902 valid_0's l1: 17.4684
[73] valid_0's poisson: -103.024 valid_0's l1: 17.383
[74] valid_0's poisson: -103.134 valid_0's l1: 17.2883
[75] valid_0's poisson: -103.24 valid_0's l1: 17.1981
[76] valid_0's poisson: -103.342 valid_0's l1: 17.11
[77] valid_0's poisson: -103.467 valid_0's l1: 17.0087
[78] valid_0's poisson: -103.567 valid_0's l1: 16.9199
[79] valid_0's poisson: -103.653 valid_0's l1: 16.8415
[80] valid_0's poisson: -103.767 valid_0's l1: 16.7563
[81] valid_0's poisson: -103.874 valid_0's l1: 16.6641
[82] valid_0's poisson: -103.989 valid_0's l1: 16.5742
[83] valid_0's poisson: -104.095 valid_0's l1: 16.4835
[84] valid_0's poisson: -104.168 valid_0's l1: 16.4206
[85] valid_0's poisson: -104.245 valid_0's l1: 16.3447
[86] valid_0's poisson: -104.288 valid_0's l1: 16.2983
[87] valid_0's poisson: -104.333 valid_0's l1: 16.2529
[88] valid_0's poisson: -104.427 valid_0's l1: 16.167
[89] valid_0's poisson: -104.483 valid_0's l1: 16.1095
[90] valid_0's poisson: -104.548 valid_0's l1: 16.043
[91] valid_0's poisson: -104.64 valid_0's l1: 15.9664
[92] valid_0's poisson: -104.678 valid_0's l1: 15.9232
[93] valid_0's poisson: -104.762 valid_0's l1: 15.849
[94] valid_0's poisson: -104.817 valid_0's l1: 15.7967
[95] valid_0's poisson: -104.854 valid_0's l1: 15.7555
[96] valid_0's poisson: -104.931 valid_0's l1: 15.6807
[97] valid_0's poisson: -105.006 valid_0's l1: 15.6074
[98] valid_0's poisson: -105.078 valid_0's l1: 15.5354
[99] valid_0's poisson: -105.134 valid_0's l1: 15.4789
[100] valid_0's poisson: -105.17 valid_0's l1: 15.4392
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1966 valid_0's l1: 29.0683
[2] valid_0's poisson: -81.9439 valid_0's l1: 28.7914
[3] valid_0's poisson: -82.6846 valid_0's l1: 28.5148
[4] valid_0's poisson: -83.3841 valid_0's l1: 28.2442
[5] valid_0's poisson: -84.0526 valid_0's l1: 27.9775
[6] valid_0's poisson: -84.6681 valid_0's l1: 27.718
[7] valid_0's poisson: -85.295 valid_0's l1: 27.4554
[8] valid_0's poisson: -85.9144 valid_0's l1: 27.1943
[9] valid_0's poisson: -86.4813 valid_0's l1: 26.9466
[10] valid_0's poisson: -87.0375 valid_0's l1: 26.7015
[11] valid_0's poisson: -87.5326 valid_0's l1: 26.4665
[12] valid_0's poisson: -88.0376 valid_0's l1: 26.2306
[13] valid_0's poisson: -88.5185 valid_0's l1: 26.0002
[14] valid_0's poisson: -88.9594 valid_0's l1: 25.7777
[15] valid_0's poisson: -89.3942 valid_0's l1: 25.5599
[16] valid_0's poisson: -89.8138 valid_0's l1: 25.3446
[17] valid_0's poisson: -90.1989 valid_0's l1: 25.1386
[18] valid_0's poisson: -90.5851 valid_0's l1: 24.9351
[19] valid_0's poisson: -90.929 valid_0's l1: 24.7438
[20] valid_0's poisson: -91.2683 valid_0's l1: 24.5531
[21] valid_0's poisson: -91.5956 valid_0's l1: 24.3669
[22] valid_0's poisson: -91.9522 valid_0's l1: 24.1737
[23] valid_0's poisson: -92.2721 valid_0's l1: 23.9912
[24] valid_0's poisson: -92.5621 valid_0's l1: 23.818
[25] valid_0's poisson: -92.8421 valid_0's l1: 23.6507
[26] valid_0's poisson: -93.1113 valid_0's l1: 23.4876
[27] valid_0's poisson: -93.3841 valid_0's l1: 23.3275
[28] valid_0's poisson: -93.6806 valid_0's l1: 23.1617
[29] valid_0's poisson: -93.9603 valid_0's l1: 22.9974
[30] valid_0's poisson: -94.2516 valid_0's l1: 22.8325
[31] valid_0's poisson: -94.5187 valid_0's l1: 22.6714
[32] valid_0's poisson: -94.7857 valid_0's l1: 22.5143
[33] valid_0's poisson: -95.0324 valid_0's l1: 22.3675
[34] valid_0's poisson: -95.2864 valid_0's l1: 22.2139
[35] valid_0's poisson: -95.4939 valid_0's l1: 22.0813
[36] valid_0's poisson: -95.9259 valid_0's l1: 21.8949
[37] valid_0's poisson: -96.2979 valid_0's l1: 21.7246
[38] valid_0's poisson: -96.4733 valid_0's l1: 21.6016
[39] valid_0's poisson: -96.6514 valid_0's l1: 21.4794
[40] valid_0's poisson: -96.8317 valid_0's l1: 21.3584
[41] valid_0's poisson: -97.2078 valid_0's l1: 21.178
[42] valid_0's poisson: -97.5611 valid_0's l1: 21.002
[43] valid_0's poisson: -97.8722 valid_0's l1: 20.8325
[44] valid_0's poisson: -98.1876 valid_0's l1: 20.6656
[45] valid_0's poisson: -98.48 valid_0's l1: 20.5
[46] valid_0's poisson: -98.6115 valid_0's l1: 20.3942
[47] valid_0's poisson: -98.8721 valid_0's l1: 20.2529
[48] valid_0's poisson: -99.1408 valid_0's l1: 20.0999
[49] valid_0's poisson: -99.3402 valid_0's l1: 19.9744
[50] valid_0's poisson: -99.587 valid_0's l1: 19.8275
[51] valid_0's poisson: -99.8059 valid_0's l1: 19.7005
[52] valid_0's poisson: -99.9195 valid_0's l1: 19.6063
[53] valid_0's poisson: -100.031 valid_0's l1: 19.5133
[54] valid_0's poisson: -100.223 valid_0's l1: 19.3906
[55] valid_0's poisson: -100.418 valid_0's l1: 19.2726
[56] valid_0's poisson: -100.613 valid_0's l1: 19.1383
[57] valid_0's poisson: -100.721 valid_0's l1: 19.0395
[58] valid_0's poisson: -100.872 valid_0's l1: 18.9276
[59] valid_0's poisson: -101.067 valid_0's l1: 18.7929
[60] valid_0's poisson: -101.157 valid_0's l1: 18.7146
[61] valid_0's poisson: -101.322 valid_0's l1: 18.5925
[62] valid_0's poisson: -101.479 valid_0's l1: 18.4731
[63] valid_0's poisson: -101.636 valid_0's l1: 18.3662
[64] valid_0's poisson: -101.819 valid_0's l1: 18.2331
[65] valid_0's poisson: -101.913 valid_0's l1: 18.1482
[66] valid_0's poisson: -102.058 valid_0's l1: 18.0468
[67] valid_0's poisson: -102.226 valid_0's l1: 17.9216
[68] valid_0's poisson: -102.391 valid_0's l1: 17.7974
[69] valid_0's poisson: -102.474 valid_0's l1: 17.7194
[70] valid_0's poisson: -102.599 valid_0's l1: 17.6263
[71] valid_0's poisson: -102.732 valid_0's l1: 17.5209
[72] valid_0's poisson: -102.794 valid_0's l1: 17.4589
[73] valid_0's poisson: -102.938 valid_0's l1: 17.3471
[74] valid_0's poisson: -103.078 valid_0's l1: 17.2368
[75] valid_0's poisson: -103.142 valid_0's l1: 17.175
[76] valid_0's poisson: -103.197 valid_0's l1: 17.1189
[77] valid_0's poisson: -103.251 valid_0's l1: 17.0667
[78] valid_0's poisson: -103.35 valid_0's l1: 16.9894
[79] valid_0's poisson: -103.485 valid_0's l1: 16.8893
[80] valid_0's poisson: -103.538 valid_0's l1: 16.8358
[81] valid_0's poisson: -103.593 valid_0's l1: 16.7822
[82] valid_0's poisson: -103.646 valid_0's l1: 16.7309
[83] valid_0's poisson: -103.746 valid_0's l1: 16.6534
[84] valid_0's poisson: -103.795 valid_0's l1: 16.6041
[85] valid_0's poisson: -103.874 valid_0's l1: 16.5357
[86] valid_0's poisson: -103.989 valid_0's l1: 16.4406
[87] valid_0's poisson: -104.091 valid_0's l1: 16.3511
[88] valid_0's poisson: -104.193 valid_0's l1: 16.2622
[89] valid_0's poisson: -104.274 valid_0's l1: 16.1977
[90] valid_0's poisson: -104.355 valid_0's l1: 16.131
[91] valid_0's poisson: -104.452 valid_0's l1: 16.0452
[92] valid_0's poisson: -104.533 valid_0's l1: 15.9767
[93] valid_0's poisson: -104.624 valid_0's l1: 15.8942
[94] valid_0's poisson: -104.694 valid_0's l1: 15.8289
[95] valid_0's poisson: -104.78 valid_0's l1: 15.7534
[96] valid_0's poisson: -104.821 valid_0's l1: 15.7095
[97] valid_0's poisson: -104.902 valid_0's l1: 15.6312
[98] valid_0's poisson: -104.935 valid_0's l1: 15.5951
[99] valid_0's poisson: -104.989 valid_0's l1: 15.5382
[100] valid_0's poisson: -105.026 valid_0's l1: 15.4928
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.199 valid_0's l1: 29.0687
[2] valid_0's poisson: -81.9678 valid_0's l1: 28.7877
[3] valid_0's poisson: -82.6942 valid_0's l1: 28.5119
[4] valid_0's poisson: -83.382 valid_0's l1: 28.2413
[5] valid_0's poisson: -84.044 valid_0's l1: 27.9757
[6] valid_0's poisson: -84.7066 valid_0's l1: 27.7071
[7] valid_0's poisson: -85.351 valid_0's l1: 27.4423
[8] valid_0's poisson: -85.9481 valid_0's l1: 27.186
[9] valid_0's poisson: -86.5132 valid_0's l1: 26.9377
[10] valid_0's poisson: -87.0206 valid_0's l1: 26.7024
[11] valid_0's poisson: -87.5477 valid_0's l1: 26.4618
[12] valid_0's poisson: -88.0688 valid_0's l1: 26.2219
[13] valid_0's poisson: -88.5462 valid_0's l1: 25.9925
[14] valid_0's poisson: -88.9985 valid_0's l1: 25.7707
[15] valid_0's poisson: -89.4306 valid_0's l1: 25.5543
[16] valid_0's poisson: -89.8248 valid_0's l1: 25.3437
[17] valid_0's poisson: -90.2119 valid_0's l1: 25.1372
[18] valid_0's poisson: -90.5864 valid_0's l1: 24.9362
[19] valid_0's poisson: -90.9411 valid_0's l1: 24.7433
[20] valid_0's poisson: -91.2805 valid_0's l1: 24.5534
[21] valid_0's poisson: -91.6561 valid_0's l1: 24.3542
[22] valid_0's poisson: -91.9834 valid_0's l1: 24.1718
[23] valid_0's poisson: -92.2834 valid_0's l1: 23.9967
[24] valid_0's poisson: -92.5795 valid_0's l1: 23.8249
[25] valid_0's poisson: -92.857 valid_0's l1: 23.6596
[26] valid_0's poisson: -93.1262 valid_0's l1: 23.4978
[27] valid_0's poisson: -93.3852 valid_0's l1: 23.3413
[28] valid_0's poisson: -93.6866 valid_0's l1: 23.1709
[29] valid_0's poisson: -93.9593 valid_0's l1: 23.0121
[30] valid_0's poisson: -94.1905 valid_0's l1: 22.8673
[31] valid_0's poisson: -94.4558 valid_0's l1: 22.7094
[32] valid_0's poisson: -94.7032 valid_0's l1: 22.5599
[33] valid_0's poisson: -94.9725 valid_0's l1: 22.4055
[34] valid_0's poisson: -95.4786 valid_0's l1: 22.1923
[35] valid_0's poisson: -95.9511 valid_0's l1: 21.9849
[36] valid_0's poisson: -96.3688 valid_0's l1: 21.7924
[37] valid_0's poisson: -96.7612 valid_0's l1: 21.6047
[38] valid_0's poisson: -96.9322 valid_0's l1: 21.4795
[39] valid_0's poisson: -97.0975 valid_0's l1: 21.3573
[40] valid_0's poisson: -97.2957 valid_0's l1: 21.2267
[41] valid_0's poisson: -97.4479 valid_0's l1: 21.1166
[42] valid_0's poisson: -97.7949 valid_0's l1: 20.9377
[43] valid_0's poisson: -98.1274 valid_0's l1: 20.7613
[44] valid_0's poisson: -98.3935 valid_0's l1: 20.6126
[45] valid_0's poisson: -98.6972 valid_0's l1: 20.4432
[46] valid_0's poisson: -98.9366 valid_0's l1: 20.2975
[47] valid_0's poisson: -99.2034 valid_0's l1: 20.141
[48] valid_0's poisson: -99.4525 valid_0's l1: 19.9941
[49] valid_0's poisson: -99.7053 valid_0's l1: 19.8419
[50] valid_0's poisson: -99.9196 valid_0's l1: 19.7114
[51] valid_0's poisson: -100.152 valid_0's l1: 19.5645
[52] valid_0's poisson: -100.348 valid_0's l1: 19.4406
[53] valid_0's poisson: -100.572 valid_0's l1: 19.295
[54] valid_0's poisson: -100.754 valid_0's l1: 19.1768
[55] valid_0's poisson: -100.867 valid_0's l1: 19.0778
[56] valid_0's poisson: -100.966 valid_0's l1: 18.9893
[57] valid_0's poisson: -101.073 valid_0's l1: 18.8989
[58] valid_0's poisson: -101.248 valid_0's l1: 18.7815
[59] valid_0's poisson: -101.444 valid_0's l1: 18.6436
[60] valid_0's poisson: -101.609 valid_0's l1: 18.5292
[61] valid_0's poisson: -101.703 valid_0's l1: 18.4428
[62] valid_0's poisson: -101.836 valid_0's l1: 18.338
[63] valid_0's poisson: -101.997 valid_0's l1: 18.2164
[64] valid_0's poisson: -102.15 valid_0's l1: 18.0996
[65] valid_0's poisson: -102.318 valid_0's l1: 17.9711
[66] valid_0's poisson: -102.448 valid_0's l1: 17.876
[67] valid_0's poisson: -102.603 valid_0's l1: 17.7528
[68] valid_0's poisson: -102.759 valid_0's l1: 17.6312
[69] valid_0's poisson: -102.825 valid_0's l1: 17.5684
[70] valid_0's poisson: -102.973 valid_0's l1: 17.4514
[71] valid_0's poisson: -103.093 valid_0's l1: 17.3485
[72] valid_0's poisson: -103.208 valid_0's l1: 17.249
[73] valid_0's poisson: -103.347 valid_0's l1: 17.1458
[74] valid_0's poisson: -103.457 valid_0's l1: 17.0496
[75] valid_0's poisson: -103.586 valid_0's l1: 16.9521
[76] valid_0's poisson: -103.707 valid_0's l1: 16.8558
[77] valid_0's poisson: -103.816 valid_0's l1: 16.761
[78] valid_0's poisson: -103.909 valid_0's l1: 16.6722
[79] valid_0's poisson: -104.001 valid_0's l1: 16.5845
[80] valid_0's poisson: -104.089 valid_0's l1: 16.5001
[81] valid_0's poisson: -104.194 valid_0's l1: 16.4143
[82] valid_0's poisson: -104.288 valid_0's l1: 16.3278
[83] valid_0's poisson: -104.338 valid_0's l1: 16.2746
[84] valid_0's poisson: -104.414 valid_0's l1: 16.2062
[85] valid_0's poisson: -104.469 valid_0's l1: 16.1521
[86] valid_0's poisson: -104.524 valid_0's l1: 16.0969
[87] valid_0's poisson: -104.593 valid_0's l1: 16.0337
[88] valid_0's poisson: -104.662 valid_0's l1: 15.9705
[89] valid_0's poisson: -104.706 valid_0's l1: 15.9219
[90] valid_0's poisson: -104.778 valid_0's l1: 15.8578
[91] valid_0's poisson: -104.85 valid_0's l1: 15.7917
[92] valid_0's poisson: -104.917 valid_0's l1: 15.7206
[93] valid_0's poisson: -104.959 valid_0's l1: 15.6755
[94] valid_0's poisson: -105.007 valid_0's l1: 15.6271
[95] valid_0's poisson: -105.07 valid_0's l1: 15.5643
[96] valid_0's poisson: -105.144 valid_0's l1: 15.4882
[97] valid_0's poisson: -105.215 valid_0's l1: 15.4138
[98] valid_0's poisson: -105.284 valid_0's l1: 15.3429
[99] valid_0's poisson: -105.35 valid_0's l1: 15.2738
[100] valid_0's poisson: -105.387 valid_0's l1: 15.2317
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1795 valid_0's l1: 29.0746
[2] valid_0's poisson: -81.9558 valid_0's l1: 28.7943
[3] valid_0's poisson: -82.6843 valid_0's l1: 28.5197
[4] valid_0's poisson: -83.3785 valid_0's l1: 28.2493
[5] valid_0's poisson: -84.0356 valid_0's l1: 27.9846
[6] valid_0's poisson: -84.7066 valid_0's l1: 27.7145
[7] valid_0's poisson: -85.3246 valid_0's l1: 27.4558
[8] valid_0's poisson: -85.9259 valid_0's l1: 27.1993
[9] valid_0's poisson: -86.5034 valid_0's l1: 26.9479
[10] valid_0's poisson: -87.0338 valid_0's l1: 26.7081
[11] valid_0's poisson: -87.5573 valid_0's l1: 26.4665
[12] valid_0's poisson: -88.055 valid_0's l1: 26.2315
[13] valid_0's poisson: -88.5301 valid_0's l1: 26.001
[14] valid_0's poisson: -89.0083 valid_0's l1: 25.7695
[15] valid_0's poisson: -89.4521 valid_0's l1: 25.5499
[16] valid_0's poisson: -89.8562 valid_0's l1: 25.3377
[17] valid_0's poisson: -90.2434 valid_0's l1: 25.13
[18] valid_0's poisson: -90.6138 valid_0's l1: 24.9284
[19] valid_0's poisson: -90.9728 valid_0's l1: 24.7323
[20] valid_0's poisson: -91.3171 valid_0's l1: 24.539
[21] valid_0's poisson: -91.6458 valid_0's l1: 24.3539
[22] valid_0's poisson: -91.9488 valid_0's l1: 24.1746
[23] valid_0's poisson: -92.2775 valid_0's l1: 23.9891
[24] valid_0's poisson: -92.56 valid_0's l1: 23.8183
[25] valid_0's poisson: -92.885 valid_0's l1: 23.6381
[26] valid_0's poisson: -93.1454 valid_0's l1: 23.4776
[27] valid_0's poisson: -93.4495 valid_0's l1: 23.3056
[28] valid_0's poisson: -93.755 valid_0's l1: 23.1343
[29] valid_0's poisson: -94.2203 valid_0's l1: 22.9387
[30] valid_0's poisson: -94.4996 valid_0's l1: 22.7754
[31] valid_0's poisson: -94.7227 valid_0's l1: 22.6289
[32] valid_0's poisson: -94.9695 valid_0's l1: 22.4747
[33] valid_0's poisson: -95.1849 valid_0's l1: 22.3363
[34] valid_0's poisson: -95.3934 valid_0's l1: 22.2014
[35] valid_0's poisson: -95.6172 valid_0's l1: 22.061
[36] valid_0's poisson: -96.0482 valid_0's l1: 21.8706
[37] valid_0's poisson: -96.446 valid_0's l1: 21.6872
[38] valid_0's poisson: -96.8349 valid_0's l1: 21.4979
[39] valid_0's poisson: -97.1315 valid_0's l1: 21.3366
[40] valid_0's poisson: -97.5088 valid_0's l1: 21.1478
[41] valid_0's poisson: -97.6781 valid_0's l1: 21.0239
[42] valid_0's poisson: -97.9452 valid_0's l1: 20.8709
[43] valid_0's poisson: -98.2746 valid_0's l1: 20.6995
[44] valid_0's poisson: -98.5731 valid_0's l1: 20.5314
[45] valid_0's poisson: -98.8221 valid_0's l1: 20.393
[46] valid_0's poisson: -99.0767 valid_0's l1: 20.2469
[47] valid_0's poisson: -99.3385 valid_0's l1: 20.0903
[48] valid_0's poisson: -99.6017 valid_0's l1: 19.9337
[49] valid_0's poisson: -99.7361 valid_0's l1: 19.8246
[50] valid_0's poisson: -99.9806 valid_0's l1: 19.6768
[51] valid_0's poisson: -100.089 valid_0's l1: 19.5808
[52] valid_0's poisson: -100.191 valid_0's l1: 19.4952
[53] valid_0's poisson: -100.42 valid_0's l1: 19.3594
[54] valid_0's poisson: -100.635 valid_0's l1: 19.2195
[55] valid_0's poisson: -100.814 valid_0's l1: 19.0899
[56] valid_0's poisson: -101.014 valid_0's l1: 18.9559
[57] valid_0's poisson: -101.11 valid_0's l1: 18.874
[58] valid_0's poisson: -101.276 valid_0's l1: 18.75
[59] valid_0's poisson: -101.436 valid_0's l1: 18.6266
[60] valid_0's poisson: -101.531 valid_0's l1: 18.5417
[61] valid_0's poisson: -101.632 valid_0's l1: 18.4568
[62] valid_0's poisson: -101.807 valid_0's l1: 18.3324
[63] valid_0's poisson: -101.983 valid_0's l1: 18.2015
[64] valid_0's poisson: -102.151 valid_0's l1: 18.0758
[65] valid_0's poisson: -102.334 valid_0's l1: 17.9522
[66] valid_0's poisson: -102.489 valid_0's l1: 17.8332
[67] valid_0's poisson: -102.637 valid_0's l1: 17.7182
[68] valid_0's poisson: -102.712 valid_0's l1: 17.6481
[69] valid_0's poisson: -102.835 valid_0's l1: 17.5431
[70] valid_0's poisson: -102.99 valid_0's l1: 17.4265
[71] valid_0's poisson: -103.134 valid_0's l1: 17.3152
[72] valid_0's poisson: -103.198 valid_0's l1: 17.2519
[73] valid_0's poisson: -103.251 valid_0's l1: 17.198
[74] valid_0's poisson: -103.362 valid_0's l1: 17.1032
[75] valid_0's poisson: -103.493 valid_0's l1: 17.0019
[76] valid_0's poisson: -103.616 valid_0's l1: 16.9
[77] valid_0's poisson: -103.675 valid_0's l1: 16.8431
[78] valid_0's poisson: -103.791 valid_0's l1: 16.7445
[79] valid_0's poisson: -103.903 valid_0's l1: 16.6479
[80] valid_0's poisson: -103.953 valid_0's l1: 16.5978
[81] valid_0's poisson: -104.063 valid_0's l1: 16.5073
[82] valid_0's poisson: -104.151 valid_0's l1: 16.4234
[83] valid_0's poisson: -104.257 valid_0's l1: 16.3374
[84] valid_0's poisson: -104.329 valid_0's l1: 16.2735
[85] valid_0's poisson: -104.395 valid_0's l1: 16.2143
[86] valid_0's poisson: -104.46 valid_0's l1: 16.1555
[87] valid_0's poisson: -104.506 valid_0's l1: 16.1083
[88] valid_0's poisson: -104.582 valid_0's l1: 16.032
[89] valid_0's poisson: -104.631 valid_0's l1: 15.9765
[90] valid_0's poisson: -104.673 valid_0's l1: 15.9321
[91] valid_0's poisson: -104.725 valid_0's l1: 15.8801
[92] valid_0's poisson: -104.767 valid_0's l1: 15.8293
[93] valid_0's poisson: -104.832 valid_0's l1: 15.7711
[94] valid_0's poisson: -104.87 valid_0's l1: 15.7229
[95] valid_0's poisson: -104.931 valid_0's l1: 15.6681
[96] valid_0's poisson: -104.963 valid_0's l1: 15.6333
[97] valid_0's poisson: -105.036 valid_0's l1: 15.5612
[98] valid_0's poisson: -105.075 valid_0's l1: 15.5181
[99] valid_0's poisson: -105.132 valid_0's l1: 15.462
[100] valid_0's poisson: -105.165 valid_0's l1: 15.4249
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1796 valid_0's l1: 29.0742
[2] valid_0's poisson: -81.9323 valid_0's l1: 28.7971
[3] valid_0's poisson: -82.6702 valid_0's l1: 28.5195
[4] valid_0's poisson: -83.3674 valid_0's l1: 28.2478
[5] valid_0's poisson: -84.0419 valid_0's l1: 27.9798
[6] valid_0's poisson: -84.6787 valid_0's l1: 27.7193
[7] valid_0's poisson: -85.2844 valid_0's l1: 27.4644
[8] valid_0's poisson: -85.8389 valid_0's l1: 27.2185
[9] valid_0's poisson: -86.4109 valid_0's l1: 26.9688
[10] valid_0's poisson: -86.9734 valid_0's l1: 26.721
[11] valid_0's poisson: -87.4906 valid_0's l1: 26.4835
[12] valid_0's poisson: -87.9794 valid_0's l1: 26.253
[13] valid_0's poisson: -88.4258 valid_0's l1: 26.0304
[14] valid_0's poisson: -88.8646 valid_0's l1: 25.8099
[15] valid_0's poisson: -89.2959 valid_0's l1: 25.5932
[16] valid_0's poisson: -89.6963 valid_0's l1: 25.3842
[17] valid_0's poisson: -90.0603 valid_0's l1: 25.1895
[18] valid_0's poisson: -90.4142 valid_0's l1: 24.9964
[19] valid_0's poisson: -90.7679 valid_0's l1: 24.8051
[20] valid_0's poisson: -91.1202 valid_0's l1: 24.614
[21] valid_0's poisson: -91.4688 valid_0's l1: 24.4236
[22] valid_0's poisson: -91.7873 valid_0's l1: 24.2438
[23] valid_0's poisson: -92.1227 valid_0's l1: 24.0606
[24] valid_0's poisson: -92.412 valid_0's l1: 23.8934
[25] valid_0's poisson: -92.6882 valid_0's l1: 23.7286
[26] valid_0's poisson: -92.9568 valid_0's l1: 23.5652
[27] valid_0's poisson: -93.2155 valid_0's l1: 23.4088
[28] valid_0's poisson: -93.4641 valid_0's l1: 23.255
[29] valid_0's poisson: -93.7052 valid_0's l1: 23.1075
[30] valid_0's poisson: -93.9484 valid_0's l1: 22.9583
[31] valid_0's poisson: -94.2243 valid_0's l1: 22.8002
[32] valid_0's poisson: -94.4501 valid_0's l1: 22.6576
[33] valid_0's poisson: -94.7096 valid_0's l1: 22.5061
[34] valid_0's poisson: -95.1874 valid_0's l1: 22.3065
[35] valid_0's poisson: -95.3793 valid_0's l1: 22.1773
[36] valid_0's poisson: -95.5751 valid_0's l1: 22.0486
[37] valid_0's poisson: -95.9692 valid_0's l1: 21.8738
[38] valid_0's poisson: -96.4066 valid_0's l1: 21.6755
[39] valid_0's poisson: -96.8136 valid_0's l1: 21.484
[40] valid_0's poisson: -97.177 valid_0's l1: 21.3037
[41] valid_0's poisson: -97.5164 valid_0's l1: 21.1312
[42] valid_0's poisson: -97.6655 valid_0's l1: 21.0167
[43] valid_0's poisson: -97.9588 valid_0's l1: 20.855
[44] valid_0's poisson: -98.2385 valid_0's l1: 20.7055
[45] valid_0's poisson: -98.5324 valid_0's l1: 20.5406
[46] valid_0's poisson: -98.8083 valid_0's l1: 20.383
[47] valid_0's poisson: -98.9394 valid_0's l1: 20.2786
[48] valid_0's poisson: -99.1837 valid_0's l1: 20.1299
[49] valid_0's poisson: -99.43 valid_0's l1: 19.9819
[50] valid_0's poisson: -99.664 valid_0's l1: 19.8422
[51] valid_0's poisson: -99.8916 valid_0's l1: 19.707
[52] valid_0's poisson: -100.127 valid_0's l1: 19.5588
[53] valid_0's poisson: -100.336 valid_0's l1: 19.4196
[54] valid_0's poisson: -100.52 valid_0's l1: 19.3017
[55] valid_0's poisson: -100.682 valid_0's l1: 19.1847
[56] valid_0's poisson: -100.879 valid_0's l1: 19.0482
[57] valid_0's poisson: -100.98 valid_0's l1: 18.9623
[58] valid_0's poisson: -101.145 valid_0's l1: 18.8392
[59] valid_0's poisson: -101.24 valid_0's l1: 18.756
[60] valid_0's poisson: -101.395 valid_0's l1: 18.6375
[61] valid_0's poisson: -101.584 valid_0's l1: 18.4998
[62] valid_0's poisson: -101.764 valid_0's l1: 18.3677
[63] valid_0's poisson: -101.963 valid_0's l1: 18.2382
[64] valid_0's poisson: -102.151 valid_0's l1: 18.1113
[65] valid_0's poisson: -102.285 valid_0's l1: 18.0128
[66] valid_0's poisson: -102.422 valid_0's l1: 17.9005
[67] valid_0's poisson: -102.571 valid_0's l1: 17.7832
[68] valid_0's poisson: -102.641 valid_0's l1: 17.7163
[69] valid_0's poisson: -102.802 valid_0's l1: 17.5961
[70] valid_0's poisson: -102.947 valid_0's l1: 17.4812
[71] valid_0's poisson: -103.063 valid_0's l1: 17.3826
[72] valid_0's poisson: -103.14 valid_0's l1: 17.31
[73] valid_0's poisson: -103.203 valid_0's l1: 17.2487
[74] valid_0's poisson: -103.342 valid_0's l1: 17.1413
[75] valid_0's poisson: -103.459 valid_0's l1: 17.0429
[76] valid_0's poisson: -103.581 valid_0's l1: 16.9402
[77] valid_0's poisson: -103.652 valid_0's l1: 16.8695
[78] valid_0's poisson: -103.773 valid_0's l1: 16.7759
[79] valid_0's poisson: -103.891 valid_0's l1: 16.682
[80] valid_0's poisson: -103.998 valid_0's l1: 16.5877
[81] valid_0's poisson: -104.089 valid_0's l1: 16.502
[82] valid_0's poisson: -104.145 valid_0's l1: 16.4468
[83] valid_0's poisson: -104.197 valid_0's l1: 16.3936
[84] valid_0's poisson: -104.299 valid_0's l1: 16.3091
[85] valid_0's poisson: -104.361 valid_0's l1: 16.248
[86] valid_0's poisson: -104.43 valid_0's l1: 16.178
[87] valid_0's poisson: -104.5 valid_0's l1: 16.1151
[88] valid_0's poisson: -104.576 valid_0's l1: 16.0406
[89] valid_0's poisson: -104.623 valid_0's l1: 15.9918
[90] valid_0's poisson: -104.673 valid_0's l1: 15.94
[91] valid_0's poisson: -104.718 valid_0's l1: 15.8941
[92] valid_0's poisson: -104.783 valid_0's l1: 15.8313
[93] valid_0's poisson: -104.826 valid_0's l1: 15.7841
[94] valid_0's poisson: -104.893 valid_0's l1: 15.7189
[95] valid_0's poisson: -104.97 valid_0's l1: 15.6438
[96] valid_0's poisson: -105.012 valid_0's l1: 15.6003
[97] valid_0's poisson: -105.068 valid_0's l1: 15.5438
[98] valid_0's poisson: -105.099 valid_0's l1: 15.5095
[99] valid_0's poisson: -105.169 valid_0's l1: 15.4395
[100] valid_0's poisson: -105.225 valid_0's l1: 15.3798
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -101.889 valid_0's l1: 18.1966
[2] valid_0's poisson: -98.3851 valid_0's l1: 15.0368
[3] valid_0's poisson: -105.06 valid_0's l1: 13.3154
[4] valid_0's poisson: -105.265 valid_0's l1: 13.0099
[5] valid_0's poisson: -103.329 valid_0's l1: 12.947
[6] valid_0's poisson: -103.167 valid_0's l1: 12.1264
[7] valid_0's poisson: -103.736 valid_0's l1: 11.9599
[8] valid_0's poisson: -103.725 valid_0's l1: 11.8868
[9] valid_0's poisson: -103.728 valid_0's l1: 11.7892
[10] valid_0's poisson: -103.498 valid_0's l1: 11.7323
[11] valid_0's poisson: -103.275 valid_0's l1: 11.6854
[12] valid_0's poisson: -103.458 valid_0's l1: 11.6398
[13] valid_0's poisson: -103.656 valid_0's l1: 11.5799
[14] valid_0's poisson: -103.272 valid_0's l1: 11.537
[15] valid_0's poisson: -102.771 valid_0's l1: 11.4976
[16] valid_0's poisson: -103.124 valid_0's l1: 11.4705
[17] valid_0's poisson: -103.057 valid_0's l1: 11.4471
[18] valid_0's poisson: -103.077 valid_0's l1: 11.4136
[19] valid_0's poisson: -103.523 valid_0's l1: 11.3078
[20] valid_0's poisson: -103.367 valid_0's l1: 11.2883
[21] valid_0's poisson: -103.306 valid_0's l1: 11.305
[22] valid_0's poisson: -102.371 valid_0's l1: 11.2741
[23] valid_0's poisson: -102.264 valid_0's l1: 11.2963
[24] valid_0's poisson: -102.351 valid_0's l1: 11.2704
[25] valid_0's poisson: -102.208 valid_0's l1: 11.2526
[26] valid_0's poisson: -102.21 valid_0's l1: 11.2173
[27] valid_0's poisson: -102.022 valid_0's l1: 11.2063
[28] valid_0's poisson: -101.986 valid_0's l1: 11.2279
[29] valid_0's poisson: -101.999 valid_0's l1: 11.2403
[30] valid_0's poisson: -102.194 valid_0's l1: 11.11
[31] valid_0's poisson: -102.353 valid_0's l1: 11.061
[32] valid_0's poisson: -102.297 valid_0's l1: 11.0701
[33] valid_0's poisson: -102.17 valid_0's l1: 11.0309
[34] valid_0's poisson: -102.18 valid_0's l1: 10.9607
[35] valid_0's poisson: -101.844 valid_0's l1: 10.965
[36] valid_0's poisson: -102.051 valid_0's l1: 10.9293
[37] valid_0's poisson: -102.011 valid_0's l1: 10.922
[38] valid_0's poisson: -101.778 valid_0's l1: 10.9264
[39] valid_0's poisson: -101.945 valid_0's l1: 10.9182
[40] valid_0's poisson: -101.917 valid_0's l1: 10.9669
[41] valid_0's poisson: -101.927 valid_0's l1: 10.988
[42] valid_0's poisson: -101.765 valid_0's l1: 10.9784
[43] valid_0's poisson: -101.776 valid_0's l1: 10.9764
[44] valid_0's poisson: -101.938 valid_0's l1: 10.9784
[45] valid_0's poisson: -101.945 valid_0's l1: 10.9745
[46] valid_0's poisson: -101.901 valid_0's l1: 10.9601
[47] valid_0's poisson: -101.973 valid_0's l1: 11.0143
[48] valid_0's poisson: -101.95 valid_0's l1: 11.0102
[49] valid_0's poisson: -102.242 valid_0's l1: 10.9702
[50] valid_0's poisson: -102.384 valid_0's l1: 10.9856
[51] valid_0's poisson: -102.462 valid_0's l1: 10.9873
[52] valid_0's poisson: -102.487 valid_0's l1: 10.9806
[53] valid_0's poisson: -102.314 valid_0's l1: 10.9887
[54] valid_0's poisson: -102.425 valid_0's l1: 10.9736
[55] valid_0's poisson: -102.439 valid_0's l1: 10.9933
[56] valid_0's poisson: -102.294 valid_0's l1: 10.9814
[57] valid_0's poisson: -102.271 valid_0's l1: 10.9803
[58] valid_0's poisson: -102.4 valid_0's l1: 10.9819
[59] valid_0's poisson: -102.293 valid_0's l1: 10.9944
[60] valid_0's poisson: -102.463 valid_0's l1: 10.9821
[61] valid_0's poisson: -102.311 valid_0's l1: 10.9754
[62] valid_0's poisson: -102.215 valid_0's l1: 10.9709
[63] valid_0's poisson: -102.293 valid_0's l1: 10.9764
[64] valid_0's poisson: -102.287 valid_0's l1: 10.9756
[65] valid_0's poisson: -102.357 valid_0's l1: 10.969
[66] valid_0's poisson: -102.377 valid_0's l1: 11.0145
[67] valid_0's poisson: -102.302 valid_0's l1: 10.9951
[68] valid_0's poisson: -102.352 valid_0's l1: 10.9974
[69] valid_0's poisson: -102.624 valid_0's l1: 10.9941
[70] valid_0's poisson: -102.475 valid_0's l1: 11.0019
[71] valid_0's poisson: -102.497 valid_0's l1: 10.9995
[72] valid_0's poisson: -102.403 valid_0's l1: 11.0093
[73] valid_0's poisson: -102.254 valid_0's l1: 10.9933
[74] valid_0's poisson: -102.345 valid_0's l1: 10.986
[75] valid_0's poisson: -102.26 valid_0's l1: 10.9876
[76] valid_0's poisson: -102.204 valid_0's l1: 10.9897
[77] valid_0's poisson: -102.084 valid_0's l1: 10.9485
[78] valid_0's poisson: -102.097 valid_0's l1: 10.941
[79] valid_0's poisson: -102.082 valid_0's l1: 10.9536
[80] valid_0's poisson: -101.969 valid_0's l1: 10.9572
[81] valid_0's poisson: -101.837 valid_0's l1: 10.9629
[82] valid_0's poisson: -101.827 valid_0's l1: 10.9628
[83] valid_0's poisson: -101.867 valid_0's l1: 10.9411
[84] valid_0's poisson: -101.923 valid_0's l1: 10.943
[85] valid_0's poisson: -102.01 valid_0's l1: 10.9438
[86] valid_0's poisson: -102.184 valid_0's l1: 10.9414
[87] valid_0's poisson: -102.563 valid_0's l1: 10.9261
[88] valid_0's poisson: -102.671 valid_0's l1: 10.9247
[89] valid_0's poisson: -102.549 valid_0's l1: 10.9249
[90] valid_0's poisson: -102.465 valid_0's l1: 10.9217
[91] valid_0's poisson: -102.436 valid_0's l1: 10.8985
[92] valid_0's poisson: -102.569 valid_0's l1: 10.8946
[93] valid_0's poisson: -102.511 valid_0's l1: 10.8909
[94] valid_0's poisson: -102.59 valid_0's l1: 10.8752
[95] valid_0's poisson: -102.576 valid_0's l1: 10.8812
[96] valid_0's poisson: -102.603 valid_0's l1: 10.8842
[97] valid_0's poisson: -102.506 valid_0's l1: 10.8824
[98] valid_0's poisson: -102.437 valid_0's l1: 10.8902
[99] valid_0's poisson: -102.407 valid_0's l1: 10.8853
[100] valid_0's poisson: -102.397 valid_0's l1: 10.885
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -102.012 valid_0's l1: 17.7576
[2] valid_0's poisson: -99.6397 valid_0's l1: 14.1282
[3] valid_0's poisson: -103.481 valid_0's l1: 13.185
[4] valid_0's poisson: -102.618 valid_0's l1: 13.0559
[5] valid_0's poisson: -102.411 valid_0's l1: 12.957
[6] valid_0's poisson: -101.684 valid_0's l1: 12.7129
[7] valid_0's poisson: -101.213 valid_0's l1: 12.5932
[8] valid_0's poisson: -101.426 valid_0's l1: 12.4656
[9] valid_0's poisson: -101.671 valid_0's l1: 12.3281
[10] valid_0's poisson: -101.84 valid_0's l1: 12.3247
[11] valid_0's poisson: -101.685 valid_0's l1: 12.2072
[12] valid_0's poisson: -101.662 valid_0's l1: 12.2292
[13] valid_0's poisson: -101.207 valid_0's l1: 12.2024
[14] valid_0's poisson: -101.512 valid_0's l1: 12.1392
[15] valid_0's poisson: -101.757 valid_0's l1: 12.1136
[16] valid_0's poisson: -101.608 valid_0's l1: 12.0623
[17] valid_0's poisson: -101.545 valid_0's l1: 12.0432
[18] valid_0's poisson: -101.296 valid_0's l1: 11.979
[19] valid_0's poisson: -102.104 valid_0's l1: 12.0042
[20] valid_0's poisson: -102.181 valid_0's l1: 11.9993
[21] valid_0's poisson: -102.232 valid_0's l1: 11.994
[22] valid_0's poisson: -102.231 valid_0's l1: 11.9645
[23] valid_0's poisson: -102.133 valid_0's l1: 11.9453
[24] valid_0's poisson: -102.179 valid_0's l1: 11.934
[25] valid_0's poisson: -101.923 valid_0's l1: 11.9367
[26] valid_0's poisson: -101.9 valid_0's l1: 11.9619
[27] valid_0's poisson: -101.614 valid_0's l1: 11.9899
[28] valid_0's poisson: -101.635 valid_0's l1: 11.9888
[29] valid_0's poisson: -101.733 valid_0's l1: 11.996
[30] valid_0's poisson: -101.802 valid_0's l1: 11.9566
[31] valid_0's poisson: -101.716 valid_0's l1: 11.9599
[32] valid_0's poisson: -101.509 valid_0's l1: 11.9599
[33] valid_0's poisson: -101.546 valid_0's l1: 11.9565
[34] valid_0's poisson: -101.533 valid_0's l1: 11.9927
[35] valid_0's poisson: -101.481 valid_0's l1: 11.972
[36] valid_0's poisson: -100.952 valid_0's l1: 11.9616
[37] valid_0's poisson: -101.244 valid_0's l1: 11.9261
[38] valid_0's poisson: -101.187 valid_0's l1: 11.9069
[39] valid_0's poisson: -101.131 valid_0's l1: 11.9059
[40] valid_0's poisson: -100.981 valid_0's l1: 11.9071
[41] valid_0's poisson: -101.046 valid_0's l1: 11.9048
[42] valid_0's poisson: -101.172 valid_0's l1: 11.9106
[43] valid_0's poisson: -101.235 valid_0's l1: 11.8148
[44] valid_0's poisson: -101.133 valid_0's l1: 11.6738
[45] valid_0's poisson: -101.271 valid_0's l1: 11.6325
[46] valid_0's poisson: -100.769 valid_0's l1: 11.5838
[47] valid_0's poisson: -100.758 valid_0's l1: 11.579
[48] valid_0's poisson: -100.83 valid_0's l1: 11.5539
[49] valid_0's poisson: -101.056 valid_0's l1: 11.5464
[50] valid_0's poisson: -101.026 valid_0's l1: 11.5505
[51] valid_0's poisson: -101.008 valid_0's l1: 11.5417
[52] valid_0's poisson: -100.979 valid_0's l1: 11.5465
[53] valid_0's poisson: -100.999 valid_0's l1: 11.5203
[54] valid_0's poisson: -101.172 valid_0's l1: 11.5103
[55] valid_0's poisson: -101.277 valid_0's l1: 11.5003
[56] valid_0's poisson: -101.414 valid_0's l1: 11.5
[57] valid_0's poisson: -101.516 valid_0's l1: 11.5005
[58] valid_0's poisson: -101.46 valid_0's l1: 11.4898
[59] valid_0's poisson: -101.453 valid_0's l1: 11.4776
[60] valid_0's poisson: -101.318 valid_0's l1: 11.4761
[61] valid_0's poisson: -101.6 valid_0's l1: 11.4723
[62] valid_0's poisson: -101.527 valid_0's l1: 11.5048
[63] valid_0's poisson: -101.576 valid_0's l1: 11.5055
[64] valid_0's poisson: -101.607 valid_0's l1: 11.5053
[65] valid_0's poisson: -101.666 valid_0's l1: 11.4967
[66] valid_0's poisson: -101.409 valid_0's l1: 11.4843
[67] valid_0's poisson: -101.493 valid_0's l1: 11.4769
[68] valid_0's poisson: -101.419 valid_0's l1: 11.4992
[69] valid_0's poisson: -101.42 valid_0's l1: 11.4877
[70] valid_0's poisson: -101.423 valid_0's l1: 11.5188
[71] valid_0's poisson: -101.32 valid_0's l1: 11.5164
[72] valid_0's poisson: -101.449 valid_0's l1: 11.5116
[73] valid_0's poisson: -101.48 valid_0's l1: 11.4941
[74] valid_0's poisson: -101.434 valid_0's l1: 11.4879
[75] valid_0's poisson: -101.303 valid_0's l1: 11.4711
[76] valid_0's poisson: -101.573 valid_0's l1: 11.4727
[77] valid_0's poisson: -101.642 valid_0's l1: 11.469
[78] valid_0's poisson: -101.421 valid_0's l1: 11.4648
[79] valid_0's poisson: -101.528 valid_0's l1: 11.428
[80] valid_0's poisson: -101.554 valid_0's l1: 11.4274
[81] valid_0's poisson: -101.385 valid_0's l1: 11.4477
[82] valid_0's poisson: -101.547 valid_0's l1: 11.4455
[83] valid_0's poisson: -101.724 valid_0's l1: 11.4427
[84] valid_0's poisson: -101.717 valid_0's l1: 11.4667
[85] valid_0's poisson: -101.898 valid_0's l1: 11.4617
[86] valid_0's poisson: -101.931 valid_0's l1: 11.4963
[87] valid_0's poisson: -101.934 valid_0's l1: 11.4872
[88] valid_0's poisson: -101.984 valid_0's l1: 11.4922
[89] valid_0's poisson: -101.926 valid_0's l1: 11.5162
[90] valid_0's poisson: -101.936 valid_0's l1: 11.4646
[91] valid_0's poisson: -101.672 valid_0's l1: 11.4569
[92] valid_0's poisson: -101.309 valid_0's l1: 11.4505
[93] valid_0's poisson: -101.323 valid_0's l1: 11.4279
[94] valid_0's poisson: -101.245 valid_0's l1: 11.4218
[95] valid_0's poisson: -101.4 valid_0's l1: 11.4294
[96] valid_0's poisson: -101.395 valid_0's l1: 11.434
[97] valid_0's poisson: -101.406 valid_0's l1: 11.4344
[98] valid_0's poisson: -101.435 valid_0's l1: 11.4356
[99] valid_0's poisson: -101.376 valid_0's l1: 11.4253
[100] valid_0's poisson: -101.428 valid_0's l1: 11.4147
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -101.971 valid_0's l1: 18.1415
[2] valid_0's poisson: -99.6326 valid_0's l1: 14.6497
[3] valid_0's poisson: -101.321 valid_0's l1: 13.4324
[4] valid_0's poisson: -100.326 valid_0's l1: 13.1223
[5] valid_0's poisson: -103.38 valid_0's l1: 12.6041
[6] valid_0's poisson: -102.926 valid_0's l1: 12.537
[7] valid_0's poisson: -102.311 valid_0's l1: 12.4206
[8] valid_0's poisson: -101.661 valid_0's l1: 12.3584
[9] valid_0's poisson: -102.275 valid_0's l1: 12.3343
[10] valid_0's poisson: -102.059 valid_0's l1: 12.3182
[11] valid_0's poisson: -102.258 valid_0's l1: 12.3282
[12] valid_0's poisson: -102.143 valid_0's l1: 12.3504
[13] valid_0's poisson: -102.378 valid_0's l1: 12.3418
[14] valid_0's poisson: -102.284 valid_0's l1: 12.3195
[15] valid_0's poisson: -102.399 valid_0's l1: 12.3169
[16] valid_0's poisson: -102.331 valid_0's l1: 12.3036
[17] valid_0's poisson: -103.056 valid_0's l1: 12.2391
[18] valid_0's poisson: -102.6 valid_0's l1: 12.1843
[19] valid_0's poisson: -102.561 valid_0's l1: 12.1736
[20] valid_0's poisson: -102.691 valid_0's l1: 12.1287
[21] valid_0's poisson: -102.018 valid_0's l1: 11.9107
[22] valid_0's poisson: -101.543 valid_0's l1: 11.8932
[23] valid_0's poisson: -101.73 valid_0's l1: 11.8679
[24] valid_0's poisson: -101.574 valid_0's l1: 11.8477
[25] valid_0's poisson: -101.488 valid_0's l1: 11.8737
[26] valid_0's poisson: -101.641 valid_0's l1: 11.8743
[27] valid_0's poisson: -101.399 valid_0's l1: 11.8036
[28] valid_0's poisson: -101.053 valid_0's l1: 11.8092
[29] valid_0's poisson: -100.94 valid_0's l1: 11.8095
[30] valid_0's poisson: -100.932 valid_0's l1: 11.802
[31] valid_0's poisson: -100.927 valid_0's l1: 11.7827
[32] valid_0's poisson: -100.778 valid_0's l1: 11.8004
[33] valid_0's poisson: -100.826 valid_0's l1: 11.796
[34] valid_0's poisson: -101.009 valid_0's l1: 11.7977
[35] valid_0's poisson: -100.76 valid_0's l1: 11.7874
[36] valid_0's poisson: -100.467 valid_0's l1: 11.7819
[37] valid_0's poisson: -100.548 valid_0's l1: 11.7683
[38] valid_0's poisson: -100.946 valid_0's l1: 11.7451
[39] valid_0's poisson: -100.715 valid_0's l1: 11.7465
[40] valid_0's poisson: -100.993 valid_0's l1: 11.7287
[41] valid_0's poisson: -101.007 valid_0's l1: 11.7063
[42] valid_0's poisson: -100.86 valid_0's l1: 11.7003
[43] valid_0's poisson: -100.665 valid_0's l1: 11.6928
[44] valid_0's poisson: -100.757 valid_0's l1: 11.6816
[45] valid_0's poisson: -101.108 valid_0's l1: 11.6858
[46] valid_0's poisson: -101.111 valid_0's l1: 11.7114
[47] valid_0's poisson: -101.135 valid_0's l1: 11.7061
[48] valid_0's poisson: -101.213 valid_0's l1: 11.7161
[49] valid_0's poisson: -101.065 valid_0's l1: 11.7166
[50] valid_0's poisson: -100.832 valid_0's l1: 11.7214
[51] valid_0's poisson: -100.751 valid_0's l1: 11.7218
[52] valid_0's poisson: -100.461 valid_0's l1: 11.7241
[53] valid_0's poisson: -100.546 valid_0's l1: 11.7155
[54] valid_0's poisson: -100.555 valid_0's l1: 11.7142
[55] valid_0's poisson: -100.543 valid_0's l1: 11.7132
[56] valid_0's poisson: -100.534 valid_0's l1: 11.7091
[57] valid_0's poisson: -100.444 valid_0's l1: 11.8034
[58] valid_0's poisson: -100.35 valid_0's l1: 11.8014
[59] valid_0's poisson: -100.197 valid_0's l1: 11.8009
[60] valid_0's poisson: -100.212 valid_0's l1: 11.8051
[61] valid_0's poisson: -100.038 valid_0's l1: 11.808
[62] valid_0's poisson: -100.06 valid_0's l1: 11.8088
[63] valid_0's poisson: -100.089 valid_0's l1: 11.8299
[64] valid_0's poisson: -99.7148 valid_0's l1: 11.8342
[65] valid_0's poisson: -99.6002 valid_0's l1: 11.8335
[66] valid_0's poisson: -99.5582 valid_0's l1: 11.82
[67] valid_0's poisson: -99.6971 valid_0's l1: 11.8089
[68] valid_0's poisson: -99.6827 valid_0's l1: 11.8089
[69] valid_0's poisson: -99.5305 valid_0's l1: 11.8053
[70] valid_0's poisson: -100.021 valid_0's l1: 11.5898
[71] valid_0's poisson: -99.8083 valid_0's l1: 11.5854
[72] valid_0's poisson: -100.035 valid_0's l1: 11.5929
[73] valid_0's poisson: -99.8707 valid_0's l1: 11.572
[74] valid_0's poisson: -100.001 valid_0's l1: 11.566
[75] valid_0's poisson: -100.077 valid_0's l1: 11.5153
[76] valid_0's poisson: -100.513 valid_0's l1: 11.5244
[77] valid_0's poisson: -100.508 valid_0's l1: 11.5216
[78] valid_0's poisson: -100.438 valid_0's l1: 11.5249
[79] valid_0's poisson: -100.341 valid_0's l1: 11.5148
[80] valid_0's poisson: -99.9928 valid_0's l1: 11.5214
[81] valid_0's poisson: -99.9797 valid_0's l1: 11.5338
[82] valid_0's poisson: -100.087 valid_0's l1: 11.5415
[83] valid_0's poisson: -100.054 valid_0's l1: 11.5372
[84] valid_0's poisson: -100.78 valid_0's l1: 11.5494
[85] valid_0's poisson: -100.792 valid_0's l1: 11.5703
[86] valid_0's poisson: -100.883 valid_0's l1: 11.5808
[87] valid_0's poisson: -100.94 valid_0's l1: 11.5642
[88] valid_0's poisson: -100.903 valid_0's l1: 11.5663
[89] valid_0's poisson: -100.884 valid_0's l1: 11.5635
[90] valid_0's poisson: -100.885 valid_0's l1: 11.5607
[91] valid_0's poisson: -100.762 valid_0's l1: 11.5674
[92] valid_0's poisson: -101.163 valid_0's l1: 11.5692
[93] valid_0's poisson: -101.118 valid_0's l1: 11.5727
[94] valid_0's poisson: -101.113 valid_0's l1: 11.5633
[95] valid_0's poisson: -101.066 valid_0's l1: 11.562
[96] valid_0's poisson: -100.87 valid_0's l1: 11.563
[97] valid_0's poisson: -100.936 valid_0's l1: 11.5624
[98] valid_0's poisson: -100.722 valid_0's l1: 11.5639
[99] valid_0's poisson: -100.501 valid_0's l1: 11.5759
[100] valid_0's poisson: -100.582 valid_0's l1: 11.5713
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -101.891 valid_0's l1: 18.1594
[2] valid_0's poisson: -100.001 valid_0's l1: 14.7956
[3] valid_0's poisson: -100.246 valid_0's l1: 13.7335
[4] valid_0's poisson: -101.718 valid_0's l1: 13.5406
[5] valid_0's poisson: -100.476 valid_0's l1: 13.455
[6] valid_0's poisson: -99.8218 valid_0's l1: 13.1773
[7] valid_0's poisson: -100.447 valid_0's l1: 12.7184
[8] valid_0's poisson: -100.687 valid_0's l1: 12.4531
[9] valid_0's poisson: -101.06 valid_0's l1: 12.3655
[10] valid_0's poisson: -101.06 valid_0's l1: 12.3167
[11] valid_0's poisson: -101.547 valid_0's l1: 12.3567
[12] valid_0's poisson: -102.593 valid_0's l1: 12.2971
[13] valid_0's poisson: -102.972 valid_0's l1: 12.1535
[14] valid_0's poisson: -103.482 valid_0's l1: 12.0857
[15] valid_0's poisson: -103.452 valid_0's l1: 12.0021
[16] valid_0's poisson: -103.409 valid_0's l1: 12.0092
[17] valid_0's poisson: -103.467 valid_0's l1: 11.973
[18] valid_0's poisson: -103.211 valid_0's l1: 11.9588
[19] valid_0's poisson: -102.877 valid_0's l1: 11.9036
[20] valid_0's poisson: -102.725 valid_0's l1: 11.9376
[21] valid_0's poisson: -102.659 valid_0's l1: 11.9339
[22] valid_0's poisson: -102.63 valid_0's l1: 11.8879
[23] valid_0's poisson: -102.663 valid_0's l1: 11.8885
[24] valid_0's poisson: -102.513 valid_0's l1: 11.9409
[25] valid_0's poisson: -102.48 valid_0's l1: 11.927
[26] valid_0's poisson: -102.464 valid_0's l1: 11.8875
[27] valid_0's poisson: -102.485 valid_0's l1: 11.8693
[28] valid_0's poisson: -102.78 valid_0's l1: 11.8483
[29] valid_0's poisson: -102.968 valid_0's l1: 11.8065
[30] valid_0's poisson: -102.95 valid_0's l1: 11.7835
[31] valid_0's poisson: -103.003 valid_0's l1: 11.7906
[32] valid_0's poisson: -102.99 valid_0's l1: 11.7081
[33] valid_0's poisson: -103.134 valid_0's l1: 11.7047
[34] valid_0's poisson: -103.189 valid_0's l1: 11.7053
[35] valid_0's poisson: -102.999 valid_0's l1: 11.661
[36] valid_0's poisson: -102.983 valid_0's l1: 11.6529
[37] valid_0's poisson: -102.884 valid_0's l1: 11.6575
[38] valid_0's poisson: -102.887 valid_0's l1: 11.66
[39] valid_0's poisson: -102.919 valid_0's l1: 11.6528
[40] valid_0's poisson: -102.838 valid_0's l1: 11.6493
[41] valid_0's poisson: -102.714 valid_0's l1: 11.6438
[42] valid_0's poisson: -102.781 valid_0's l1: 11.6574
[43] valid_0's poisson: -102.701 valid_0's l1: 11.6636
[44] valid_0's poisson: -102.67 valid_0's l1: 11.6604
[45] valid_0's poisson: -102.582 valid_0's l1: 11.6621
[46] valid_0's poisson: -102.567 valid_0's l1: 11.6472
[47] valid_0's poisson: -102.474 valid_0's l1: 11.6186
[48] valid_0's poisson: -102.376 valid_0's l1: 11.5907
[49] valid_0's poisson: -102.423 valid_0's l1: 11.597
[50] valid_0's poisson: -102.46 valid_0's l1: 11.5959
[51] valid_0's poisson: -102.389 valid_0's l1: 11.5974
[52] valid_0's poisson: -102.422 valid_0's l1: 11.5972
[53] valid_0's poisson: -102.171 valid_0's l1: 11.5879
[54] valid_0's poisson: -102.235 valid_0's l1: 11.5907
[55] valid_0's poisson: -102.323 valid_0's l1: 11.5724
[56] valid_0's poisson: -102.248 valid_0's l1: 11.5716
[57] valid_0's poisson: -102.39 valid_0's l1: 11.5844
[58] valid_0's poisson: -102.427 valid_0's l1: 11.56
[59] valid_0's poisson: -102.336 valid_0's l1: 11.5615
[60] valid_0's poisson: -102.325 valid_0's l1: 11.5747
[61] valid_0's poisson: -102.177 valid_0's l1: 11.5736
[62] valid_0's poisson: -101.803 valid_0's l1: 11.5737
[63] valid_0's poisson: -101.985 valid_0's l1: 11.5699
[64] valid_0's poisson: -102.024 valid_0's l1: 11.5618
[65] valid_0's poisson: -102.016 valid_0's l1: 11.56
[66] valid_0's poisson: -102.054 valid_0's l1: 11.5191
[67] valid_0's poisson: -102.014 valid_0's l1: 11.5206
[68] valid_0's poisson: -101.966 valid_0's l1: 11.5239
[69] valid_0's poisson: -101.947 valid_0's l1: 11.5187
[70] valid_0's poisson: -102.021 valid_0's l1: 11.522
[71] valid_0's poisson: -101.984 valid_0's l1: 11.5369
[72] valid_0's poisson: -102.212 valid_0's l1: 11.5402
[73] valid_0's poisson: -102.231 valid_0's l1: 11.5358
[74] valid_0's poisson: -102.158 valid_0's l1: 11.5579
[75] valid_0's poisson: -102.085 valid_0's l1: 11.551
[76] valid_0's poisson: -102.141 valid_0's l1: 11.5542
[77] valid_0's poisson: -102.595 valid_0's l1: 11.5271
[78] valid_0's poisson: -102.507 valid_0's l1: 11.5366
[79] valid_0's poisson: -102.377 valid_0's l1: 11.528
[80] valid_0's poisson: -102.386 valid_0's l1: 11.4871
[81] valid_0's poisson: -102.42 valid_0's l1: 11.4848
[82] valid_0's poisson: -102.268 valid_0's l1: 11.4855
[83] valid_0's poisson: -102.205 valid_0's l1: 11.4921
[84] valid_0's poisson: -102.379 valid_0's l1: 11.4191
[85] valid_0's poisson: -102.088 valid_0's l1: 11.4135
[86] valid_0's poisson: -101.989 valid_0's l1: 11.4047
[87] valid_0's poisson: -101.863 valid_0's l1: 11.4035
[88] valid_0's poisson: -101.897 valid_0's l1: 11.4015
[89] valid_0's poisson: -101.818 valid_0's l1: 11.3944
[90] valid_0's poisson: -102.056 valid_0's l1: 11.3828
[91] valid_0's poisson: -102.125 valid_0's l1: 11.371
[92] valid_0's poisson: -101.972 valid_0's l1: 11.3644
[93] valid_0's poisson: -101.945 valid_0's l1: 11.3544
[94] valid_0's poisson: -102.06 valid_0's l1: 11.3501
[95] valid_0's poisson: -102.205 valid_0's l1: 11.3335
[96] valid_0's poisson: -102.122 valid_0's l1: 11.3325
[97] valid_0's poisson: -102.01 valid_0's l1: 11.3057
[98] valid_0's poisson: -101.932 valid_0's l1: 11.3106
[99] valid_0's poisson: -101.753 valid_0's l1: 11.3116
[100] valid_0's poisson: -101.525 valid_0's l1: 11.3296
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -101.881 valid_0's l1: 18.1729
[2] valid_0's poisson: -99.41 valid_0's l1: 14.9869
[3] valid_0's poisson: -102.795 valid_0's l1: 13.8172
[4] valid_0's poisson: -101.289 valid_0's l1: 13.6355
[5] valid_0's poisson: -101.179 valid_0's l1: 13.2795
[6] valid_0's poisson: -100.393 valid_0's l1: 13.2177
[7] valid_0's poisson: -101.695 valid_0's l1: 12.8789
[8] valid_0's poisson: -100.571 valid_0's l1: 12.8629
[9] valid_0's poisson: -101.695 valid_0's l1: 12.6798
[10] valid_0's poisson: -101.487 valid_0's l1: 12.5498
[11] valid_0's poisson: -101.081 valid_0's l1: 11.9843
[12] valid_0's poisson: -102.12 valid_0's l1: 11.8678
[13] valid_0's poisson: -101.726 valid_0's l1: 11.8789
[14] valid_0's poisson: -101.763 valid_0's l1: 11.8593
[15] valid_0's poisson: -101.835 valid_0's l1: 11.8501
[16] valid_0's poisson: -102.008 valid_0's l1: 11.871
[17] valid_0's poisson: -102.11 valid_0's l1: 11.8751
[18] valid_0's poisson: -102.112 valid_0's l1: 11.8811
[19] valid_0's poisson: -101.809 valid_0's l1: 11.8869
[20] valid_0's poisson: -101.841 valid_0's l1: 11.8409
[21] valid_0's poisson: -102.004 valid_0's l1: 11.8034
[22] valid_0's poisson: -101.452 valid_0's l1: 11.8035
[23] valid_0's poisson: -101.427 valid_0's l1: 11.7646
[24] valid_0's poisson: -101.456 valid_0's l1: 11.7699
[25] valid_0's poisson: -101.44 valid_0's l1: 11.7547
[26] valid_0's poisson: -101.447 valid_0's l1: 11.7609
[27] valid_0's poisson: -101.581 valid_0's l1: 11.6862
[28] valid_0's poisson: -101.384 valid_0's l1: 11.6573
[29] valid_0's poisson: -101.019 valid_0's l1: 11.671
[30] valid_0's poisson: -100.83 valid_0's l1: 11.6446
[31] valid_0's poisson: -100.97 valid_0's l1: 11.6298
[32] valid_0's poisson: -101.11 valid_0's l1: 11.664
[33] valid_0's poisson: -101.476 valid_0's l1: 11.6518
[34] valid_0's poisson: -100.826 valid_0's l1: 11.6179
[35] valid_0's poisson: -100.678 valid_0's l1: 11.6089
[36] valid_0's poisson: -100.788 valid_0's l1: 11.6123
[37] valid_0's poisson: -100.819 valid_0's l1: 11.604
[38] valid_0's poisson: -101.691 valid_0's l1: 11.575
[39] valid_0's poisson: -101.939 valid_0's l1: 11.5846
[40] valid_0's poisson: -101.621 valid_0's l1: 11.623
[41] valid_0's poisson: -101.795 valid_0's l1: 11.6153
[42] valid_0's poisson: -101.818 valid_0's l1: 11.6174
[43] valid_0's poisson: -101.838 valid_0's l1: 11.6092
[44] valid_0's poisson: -101.89 valid_0's l1: 11.6096
[45] valid_0's poisson: -102.227 valid_0's l1: 11.593
[46] valid_0's poisson: -102.16 valid_0's l1: 11.618
[47] valid_0's poisson: -102.209 valid_0's l1: 11.61
[48] valid_0's poisson: -102.173 valid_0's l1: 11.4837
[49] valid_0's poisson: -101.31 valid_0's l1: 11.4706
[50] valid_0's poisson: -101.361 valid_0's l1: 11.4827
[51] valid_0's poisson: -101.306 valid_0's l1: 11.4916
[52] valid_0's poisson: -101.446 valid_0's l1: 11.4801
[53] valid_0's poisson: -101.229 valid_0's l1: 11.4278
[54] valid_0's poisson: -101.115 valid_0's l1: 11.4323
[55] valid_0's poisson: -101.338 valid_0's l1: 11.344
[56] valid_0's poisson: -101.172 valid_0's l1: 11.3373
[57] valid_0's poisson: -101.342 valid_0's l1: 11.3421
[58] valid_0's poisson: -101.595 valid_0's l1: 11.3329
[59] valid_0's poisson: -101.411 valid_0's l1: 11.3419
[60] valid_0's poisson: -101.351 valid_0's l1: 11.3204
[61] valid_0's poisson: -101.541 valid_0's l1: 11.2995
[62] valid_0's poisson: -101.419 valid_0's l1: 11.2951
[63] valid_0's poisson: -101.69 valid_0's l1: 11.3098
[64] valid_0's poisson: -101.413 valid_0's l1: 11.3079
[65] valid_0's poisson: -101.529 valid_0's l1: 11.2719
[66] valid_0's poisson: -101.344 valid_0's l1: 11.2517
[67] valid_0's poisson: -101.117 valid_0's l1: 11.2552
[68] valid_0's poisson: -101.423 valid_0's l1: 11.2659
[69] valid_0's poisson: -101.451 valid_0's l1: 11.279
[70] valid_0's poisson: -101.445 valid_0's l1: 11.2772
[71] valid_0's poisson: -101.45 valid_0's l1: 11.2815
[72] valid_0's poisson: -101.403 valid_0's l1: 11.2911
[73] valid_0's poisson: -101.497 valid_0's l1: 11.2927
[74] valid_0's poisson: -101.508 valid_0's l1: 11.2802
[75] valid_0's poisson: -101.358 valid_0's l1: 11.2873
[76] valid_0's poisson: -101.06 valid_0's l1: 11.3022
[77] valid_0's poisson: -101.218 valid_0's l1: 11.2868
[78] valid_0's poisson: -101.339 valid_0's l1: 11.2822
[79] valid_0's poisson: -101.247 valid_0's l1: 11.2807
[80] valid_0's poisson: -101.494 valid_0's l1: 11.2788
[81] valid_0's poisson: -101.432 valid_0's l1: 11.259
[82] valid_0's poisson: -101.399 valid_0's l1: 11.2557
[83] valid_0's poisson: -101.4 valid_0's l1: 11.2467
[84] valid_0's poisson: -101.258 valid_0's l1: 11.2428
[85] valid_0's poisson: -101.344 valid_0's l1: 11.2273
[86] valid_0's poisson: -101.229 valid_0's l1: 11.2387
[87] valid_0's poisson: -101.222 valid_0's l1: 11.2355
[88] valid_0's poisson: -101.323 valid_0's l1: 11.2339
[89] valid_0's poisson: -101.243 valid_0's l1: 11.2328
[90] valid_0's poisson: -101.316 valid_0's l1: 11.2269
[91] valid_0's poisson: -101.314 valid_0's l1: 11.2265
[92] valid_0's poisson: -101.389 valid_0's l1: 11.2236
[93] valid_0's poisson: -101.31 valid_0's l1: 11.2216
[94] valid_0's poisson: -101.377 valid_0's l1: 11.2249
[95] valid_0's poisson: -101.407 valid_0's l1: 11.215
[96] valid_0's poisson: -101.299 valid_0's l1: 11.2049
[97] valid_0's poisson: -101.26 valid_0's l1: 11.1896
[98] valid_0's poisson: -101.234 valid_0's l1: 11.195
[99] valid_0's poisson: -101.135 valid_0's l1: 11.1948
[100] valid_0's poisson: -101.081 valid_0's l1: 11.1776
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -99.5641 valid_0's l1: 19.9381
[2] valid_0's poisson: -99.6798 valid_0's l1: 17.7563
[3] valid_0's poisson: -96.2629 valid_0's l1: 17.0027
[4] valid_0's poisson: -93.5369 valid_0's l1: 16.3654
[5] valid_0's poisson: -97.0088 valid_0's l1: 15.8392
[6] valid_0's poisson: -95.5675 valid_0's l1: 15.0847
[7] valid_0's poisson: -97.785 valid_0's l1: 14.751
[8] valid_0's poisson: -96.8116 valid_0's l1: 14.5089
[9] valid_0's poisson: -100.781 valid_0's l1: 13.818
[10] valid_0's poisson: -101.42 valid_0's l1: 13.6821
[11] valid_0's poisson: -101.564 valid_0's l1: 13.5808
[12] valid_0's poisson: -101.132 valid_0's l1: 13.4455
[13] valid_0's poisson: -101.49 valid_0's l1: 13.3102
[14] valid_0's poisson: -100.278 valid_0's l1: 13.1653
[15] valid_0's poisson: -100.178 valid_0's l1: 13.1095
[16] valid_0's poisson: -100.49 valid_0's l1: 13.0364
[17] valid_0's poisson: -101.917 valid_0's l1: 12.9575
[18] valid_0's poisson: -102.235 valid_0's l1: 12.9256
[19] valid_0's poisson: -102.122 valid_0's l1: 12.9032
[20] valid_0's poisson: -101.696 valid_0's l1: 12.8398
[21] valid_0's poisson: -102.636 valid_0's l1: 12.7947
[22] valid_0's poisson: -102.086 valid_0's l1: 12.7955
[23] valid_0's poisson: -102.665 valid_0's l1: 12.7234
[24] valid_0's poisson: -102.428 valid_0's l1: 12.6679
[25] valid_0's poisson: -102.305 valid_0's l1: 12.6236
[26] valid_0's poisson: -102.47 valid_0's l1: 12.5668
[27] valid_0's poisson: -102.442 valid_0's l1: 12.5115
[28] valid_0's poisson: -102.193 valid_0's l1: 12.5062
[29] valid_0's poisson: -101.846 valid_0's l1: 12.486
[30] valid_0's poisson: -101.776 valid_0's l1: 12.4983
[31] valid_0's poisson: -101.8 valid_0's l1: 12.4745
[32] valid_0's poisson: -102.008 valid_0's l1: 12.4389
[33] valid_0's poisson: -101.913 valid_0's l1: 12.4415
[34] valid_0's poisson: -101.818 valid_0's l1: 12.4453
[35] valid_0's poisson: -102.106 valid_0's l1: 12.435
[36] valid_0's poisson: -102.026 valid_0's l1: 12.4273
[37] valid_0's poisson: -102.124 valid_0's l1: 12.4207
[38] valid_0's poisson: -102.402 valid_0's l1: 12.4137
[39] valid_0's poisson: -102.78 valid_0's l1: 12.3823
[40] valid_0's poisson: -102.715 valid_0's l1: 12.3691
[41] valid_0's poisson: -102.777 valid_0's l1: 12.3691
[42] valid_0's poisson: -102.283 valid_0's l1: 12.3442
[43] valid_0's poisson: -102.42 valid_0's l1: 12.3352
[44] valid_0's poisson: -102.285 valid_0's l1: 12.2898
[45] valid_0's poisson: -102.153 valid_0's l1: 12.2784
[46] valid_0's poisson: -102.12 valid_0's l1: 12.2742
[47] valid_0's poisson: -102.434 valid_0's l1: 12.1719
[48] valid_0's poisson: -101.966 valid_0's l1: 12.121
[49] valid_0's poisson: -101.932 valid_0's l1: 12.0741
[50] valid_0's poisson: -102.441 valid_0's l1: 12.0295
[51] valid_0's poisson: -102.596 valid_0's l1: 12.0485
[52] valid_0's poisson: -102.591 valid_0's l1: 12.0466
[53] valid_0's poisson: -102.675 valid_0's l1: 11.9999
[54] valid_0's poisson: -102.94 valid_0's l1: 11.9927
[55] valid_0's poisson: -102.66 valid_0's l1: 11.8982
[56] valid_0's poisson: -102.34 valid_0's l1: 11.8927
[57] valid_0's poisson: -102.469 valid_0's l1: 11.8791
[58] valid_0's poisson: -102.059 valid_0's l1: 11.853
[59] valid_0's poisson: -102.038 valid_0's l1: 11.8401
[60] valid_0's poisson: -101.895 valid_0's l1: 11.7971
[61] valid_0's poisson: -101.983 valid_0's l1: 11.8011
[62] valid_0's poisson: -102.182 valid_0's l1: 11.7889
[63] valid_0's poisson: -102.265 valid_0's l1: 11.7401
[64] valid_0's poisson: -102.498 valid_0's l1: 11.731
[65] valid_0's poisson: -102.415 valid_0's l1: 11.7262
[66] valid_0's poisson: -102.282 valid_0's l1: 11.7258
[67] valid_0's poisson: -102.611 valid_0's l1: 11.7215
[68] valid_0's poisson: -102.617 valid_0's l1: 11.7306
[69] valid_0's poisson: -102.448 valid_0's l1: 11.7299
[70] valid_0's poisson: -102.483 valid_0's l1: 11.7291
[71] valid_0's poisson: -102.357 valid_0's l1: 11.7005
[72] valid_0's poisson: -102.35 valid_0's l1: 11.6996
[73] valid_0's poisson: -102.179 valid_0's l1: 11.7037
[74] valid_0's poisson: -102.225 valid_0's l1: 11.6969
[75] valid_0's poisson: -102.263 valid_0's l1: 11.6886
[76] valid_0's poisson: -102.238 valid_0's l1: 11.6783
[77] valid_0's poisson: -102.513 valid_0's l1: 11.6513
[78] valid_0's poisson: -102.025 valid_0's l1: 11.6242
[79] valid_0's poisson: -102.074 valid_0's l1: 11.6291
[80] valid_0's poisson: -102.013 valid_0's l1: 11.6247
[81] valid_0's poisson: -101.952 valid_0's l1: 11.6067
[82] valid_0's poisson: -101.808 valid_0's l1: 11.5879
[83] valid_0's poisson: -102.118 valid_0's l1: 11.5801
[84] valid_0's poisson: -102.123 valid_0's l1: 11.5833
[85] valid_0's poisson: -102.076 valid_0's l1: 11.5753
[86] valid_0's poisson: -102.158 valid_0's l1: 11.5716
[87] valid_0's poisson: -102.229 valid_0's l1: 11.5705
[88] valid_0's poisson: -102.189 valid_0's l1: 11.5736
[89] valid_0's poisson: -102.234 valid_0's l1: 11.5823
[90] valid_0's poisson: -102.147 valid_0's l1: 11.5788
[91] valid_0's poisson: -102.139 valid_0's l1: 11.5859
[92] valid_0's poisson: -102.14 valid_0's l1: 11.5775
[93] valid_0's poisson: -102.097 valid_0's l1: 11.5767
[94] valid_0's poisson: -102.233 valid_0's l1: 11.5814
[95] valid_0's poisson: -102.218 valid_0's l1: 11.5939
[96] valid_0's poisson: -101.974 valid_0's l1: 11.6013
[97] valid_0's poisson: -101.994 valid_0's l1: 11.5969
[98] valid_0's poisson: -101.937 valid_0's l1: 11.5905
[99] valid_0's poisson: -102.068 valid_0's l1: 11.595
[100] valid_0's poisson: -102.04 valid_0's l1: 11.5954
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -99.4983 valid_0's l1: 20.0463
[2] valid_0's poisson: -96.8485 valid_0's l1: 18.9205
[3] valid_0's poisson: -89.891 valid_0's l1: 18.0272
[4] valid_0's poisson: -91.2921 valid_0's l1: 16.9498
[5] valid_0's poisson: -93.3135 valid_0's l1: 16.3134
[6] valid_0's poisson: -95.3837 valid_0's l1: 16.0338
[7] valid_0's poisson: -96.7508 valid_0's l1: 15.869
[8] valid_0's poisson: -94.463 valid_0's l1: 15.3275
[9] valid_0's poisson: -98.7122 valid_0's l1: 14.9536
[10] valid_0's poisson: -98.0088 valid_0's l1: 14.4159
[11] valid_0's poisson: -98.3274 valid_0's l1: 14.2679
[12] valid_0's poisson: -99.6687 valid_0's l1: 14.1994
[13] valid_0's poisson: -99.4246 valid_0's l1: 14.1079
[14] valid_0's poisson: -99.1595 valid_0's l1: 13.7457
[15] valid_0's poisson: -100.547 valid_0's l1: 13.4419
[16] valid_0's poisson: -101.148 valid_0's l1: 13.3887
[17] valid_0's poisson: -99.6177 valid_0's l1: 13.2331
[18] valid_0's poisson: -99.9805 valid_0's l1: 13.2228
[19] valid_0's poisson: -100.188 valid_0's l1: 13.1586
[20] valid_0's poisson: -99.2752 valid_0's l1: 13.0645
[21] valid_0's poisson: -98.869 valid_0's l1: 13.0441
[22] valid_0's poisson: -101.85 valid_0's l1: 12.9232
[23] valid_0's poisson: -102.07 valid_0's l1: 12.9094
[24] valid_0's poisson: -102.255 valid_0's l1: 12.8845
[25] valid_0's poisson: -101.542 valid_0's l1: 12.8303
[26] valid_0's poisson: -100.787 valid_0's l1: 12.8071
[27] valid_0's poisson: -101.311 valid_0's l1: 12.7193
[28] valid_0's poisson: -101.462 valid_0's l1: 12.6381
[29] valid_0's poisson: -101.702 valid_0's l1: 12.5952
[30] valid_0's poisson: -101.726 valid_0's l1: 12.5837
[31] valid_0's poisson: -101.5 valid_0's l1: 12.5932
[32] valid_0's poisson: -101.603 valid_0's l1: 12.5003
[33] valid_0's poisson: -101.517 valid_0's l1: 12.5239
[34] valid_0's poisson: -101.527 valid_0's l1: 12.4835
[35] valid_0's poisson: -101.621 valid_0's l1: 12.4069
[36] valid_0's poisson: -101.864 valid_0's l1: 12.3827
[37] valid_0's poisson: -101.683 valid_0's l1: 12.373
[38] valid_0's poisson: -102.124 valid_0's l1: 12.3886
[39] valid_0's poisson: -102.076 valid_0's l1: 12.3821
[40] valid_0's poisson: -102.072 valid_0's l1: 12.3633
[41] valid_0's poisson: -102.076 valid_0's l1: 12.3606
[42] valid_0's poisson: -102.269 valid_0's l1: 12.3551
[43] valid_0's poisson: -102.355 valid_0's l1: 12.2912
[44] valid_0's poisson: -102.199 valid_0's l1: 12.2502
[45] valid_0's poisson: -102.683 valid_0's l1: 12.2211
[46] valid_0's poisson: -102.247 valid_0's l1: 12.1688
[47] valid_0's poisson: -102.019 valid_0's l1: 12.1391
[48] valid_0's poisson: -102.047 valid_0's l1: 12.1393
[49] valid_0's poisson: -101.998 valid_0's l1: 12.1451
[50] valid_0's poisson: -102.504 valid_0's l1: 12.1318
[51] valid_0's poisson: -102.419 valid_0's l1: 12.1294
[52] valid_0's poisson: -102.347 valid_0's l1: 12.1336
[53] valid_0's poisson: -102.296 valid_0's l1: 12.1313
[54] valid_0's poisson: -102.416 valid_0's l1: 12.1282
[55] valid_0's poisson: -102.517 valid_0's l1: 12.1233
[56] valid_0's poisson: -102.526 valid_0's l1: 12.0893
[57] valid_0's poisson: -102.845 valid_0's l1: 12.064
[58] valid_0's poisson: -102.839 valid_0's l1: 12.0543
[59] valid_0's poisson: -102.766 valid_0's l1: 12.0416
[60] valid_0's poisson: -102.824 valid_0's l1: 12.0211
[61] valid_0's poisson: -103.079 valid_0's l1: 12.0067
[62] valid_0's poisson: -103.202 valid_0's l1: 11.9514
[63] valid_0's poisson: -102.809 valid_0's l1: 11.9453
[64] valid_0's poisson: -102.9 valid_0's l1: 11.9418
[65] valid_0's poisson: -102.745 valid_0's l1: 11.9454
[66] valid_0's poisson: -102.549 valid_0's l1: 11.9371
[67] valid_0's poisson: -102.691 valid_0's l1: 11.9354
[68] valid_0's poisson: -102.756 valid_0's l1: 11.927
[69] valid_0's poisson: -102.835 valid_0's l1: 11.9262
[70] valid_0's poisson: -102.845 valid_0's l1: 11.9247
[71] valid_0's poisson: -102.698 valid_0's l1: 11.9199
[72] valid_0's poisson: -102.716 valid_0's l1: 11.9153
[73] valid_0's poisson: -102.65 valid_0's l1: 11.9272
[74] valid_0's poisson: -102.72 valid_0's l1: 11.9273
[75] valid_0's poisson: -102.717 valid_0's l1: 11.9276
[76] valid_0's poisson: -102.789 valid_0's l1: 11.9119
[77] valid_0's poisson: -102.728 valid_0's l1: 11.9145
[78] valid_0's poisson: -102.734 valid_0's l1: 11.8994
[79] valid_0's poisson: -102.435 valid_0's l1: 11.8636
[80] valid_0's poisson: -102.645 valid_0's l1: 11.8351
[81] valid_0's poisson: -102.649 valid_0's l1: 11.8341
[82] valid_0's poisson: -102.663 valid_0's l1: 11.8372
[83] valid_0's poisson: -102.628 valid_0's l1: 11.8381
[84] valid_0's poisson: -102.623 valid_0's l1: 11.8372
[85] valid_0's poisson: -102.684 valid_0's l1: 11.8515
[86] valid_0's poisson: -102.682 valid_0's l1: 11.8481
[87] valid_0's poisson: -102.604 valid_0's l1: 11.8427
[88] valid_0's poisson: -102.601 valid_0's l1: 11.8392
[89] valid_0's poisson: -102.537 valid_0's l1: 11.8426
[90] valid_0's poisson: -102.809 valid_0's l1: 11.8349
[91] valid_0's poisson: -102.793 valid_0's l1: 11.8291
[92] valid_0's poisson: -102.746 valid_0's l1: 11.8284
[93] valid_0's poisson: -102.599 valid_0's l1: 11.8427
[94] valid_0's poisson: -102.522 valid_0's l1: 11.8447
[95] valid_0's poisson: -102.424 valid_0's l1: 11.8282
[96] valid_0's poisson: -102.414 valid_0's l1: 11.8254
[97] valid_0's poisson: -102.226 valid_0's l1: 11.8295
[98] valid_0's poisson: -102.207 valid_0's l1: 11.8319
[99] valid_0's poisson: -102.246 valid_0's l1: 11.82
[100] valid_0's poisson: -102.161 valid_0's l1: 11.7854
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -99.7316 valid_0's l1: 19.9419
[2] valid_0's poisson: -99.4579 valid_0's l1: 17.523
[3] valid_0's poisson: -100.822 valid_0's l1: 17.2102
[4] valid_0's poisson: -97.1382 valid_0's l1: 16.6969
[5] valid_0's poisson: -97.8519 valid_0's l1: 16.4919
[6] valid_0's poisson: -94.0024 valid_0's l1: 16.0446
[7] valid_0's poisson: -96.2319 valid_0's l1: 15.7004
[8] valid_0's poisson: -100.547 valid_0's l1: 15.3636
[9] valid_0's poisson: -99.5046 valid_0's l1: 15.0514
[10] valid_0's poisson: -99.508 valid_0's l1: 14.9248
[11] valid_0's poisson: -98.1973 valid_0's l1: 14.6508
[12] valid_0's poisson: -100.156 valid_0's l1: 14.2475
[13] valid_0's poisson: -99.0849 valid_0's l1: 14.0744
[14] valid_0's poisson: -99.2014 valid_0's l1: 14.0549
[15] valid_0's poisson: -98.8166 valid_0's l1: 14.0016
[16] valid_0's poisson: -98.7717 valid_0's l1: 13.8461
[17] valid_0's poisson: -99.9711 valid_0's l1: 13.797
[18] valid_0's poisson: -100.672 valid_0's l1: 13.7808
[19] valid_0's poisson: -100.724 valid_0's l1: 13.7163
[20] valid_0's poisson: -100.333 valid_0's l1: 13.6181
[21] valid_0's poisson: -99.7197 valid_0's l1: 13.5002
[22] valid_0's poisson: -99.7794 valid_0's l1: 13.021
[23] valid_0's poisson: -99.9579 valid_0's l1: 13.0473
[24] valid_0's poisson: -100.056 valid_0's l1: 12.9643
[25] valid_0's poisson: -100.398 valid_0's l1: 12.9393
[26] valid_0's poisson: -100.293 valid_0's l1: 12.8284
[27] valid_0's poisson: -100.106 valid_0's l1: 12.8004
[28] valid_0's poisson: -100.187 valid_0's l1: 12.7617
[29] valid_0's poisson: -100.462 valid_0's l1: 12.7254
[30] valid_0's poisson: -100.423 valid_0's l1: 12.7053
[31] valid_0's poisson: -100.288 valid_0's l1: 12.6973
[32] valid_0's poisson: -100.056 valid_0's l1: 12.7119
[33] valid_0's poisson: -100.351 valid_0's l1: 12.6608
[34] valid_0's poisson: -100.502 valid_0's l1: 12.6769
[35] valid_0's poisson: -100.669 valid_0's l1: 12.6569
[36] valid_0's poisson: -101.511 valid_0's l1: 12.6377
[37] valid_0's poisson: -100.746 valid_0's l1: 12.611
[38] valid_0's poisson: -100.888 valid_0's l1: 12.5566
[39] valid_0's poisson: -101.969 valid_0's l1: 12.5314
[40] valid_0's poisson: -102.042 valid_0's l1: 12.5203
[41] valid_0's poisson: -101.754 valid_0's l1: 12.4969
[42] valid_0's poisson: -101.718 valid_0's l1: 12.4685
[43] valid_0's poisson: -101.82 valid_0's l1: 12.4419
[44] valid_0's poisson: -101.774 valid_0's l1: 12.4151
[45] valid_0's poisson: -101.616 valid_0's l1: 12.4044
[46] valid_0's poisson: -101.505 valid_0's l1: 12.3654
[47] valid_0's poisson: -101.684 valid_0's l1: 12.348
[48] valid_0's poisson: -101.987 valid_0's l1: 12.3346
[49] valid_0's poisson: -101.5 valid_0's l1: 12.3336
[50] valid_0's poisson: -101.613 valid_0's l1: 12.3026
[51] valid_0's poisson: -101.479 valid_0's l1: 12.2786
[52] valid_0's poisson: -101.32 valid_0's l1: 12.252
[53] valid_0's poisson: -101.277 valid_0's l1: 12.242
[54] valid_0's poisson: -101.214 valid_0's l1: 12.2483
[55] valid_0's poisson: -101.537 valid_0's l1: 12.241
[56] valid_0's poisson: -101.486 valid_0's l1: 12.2481
[57] valid_0's poisson: -101.329 valid_0's l1: 12.2136
[58] valid_0's poisson: -101.356 valid_0's l1: 12.2138
[59] valid_0's poisson: -101.422 valid_0's l1: 12.2997
[60] valid_0's poisson: -101.183 valid_0's l1: 12.2549
[61] valid_0's poisson: -101.234 valid_0's l1: 12.2468
[62] valid_0's poisson: -101.303 valid_0's l1: 12.2241
[63] valid_0's poisson: -101.365 valid_0's l1: 12.2051
[64] valid_0's poisson: -101.437 valid_0's l1: 12.1838
[65] valid_0's poisson: -101.377 valid_0's l1: 12.1763
[66] valid_0's poisson: -101.554 valid_0's l1: 12.1718
[67] valid_0's poisson: -101.769 valid_0's l1: 12.1673
[68] valid_0's poisson: -101.634 valid_0's l1: 12.1583
[69] valid_0's poisson: -101.606 valid_0's l1: 12.1552
[70] valid_0's poisson: -101.608 valid_0's l1: 12.152
[71] valid_0's poisson: -101.215 valid_0's l1: 12.1677
[72] valid_0's poisson: -101.023 valid_0's l1: 12.1388
[73] valid_0's poisson: -101.06 valid_0's l1: 12.1334
[74] valid_0's poisson: -101.102 valid_0's l1: 12.1309
[75] valid_0's poisson: -101.101 valid_0's l1: 12.1334
[76] valid_0's poisson: -100.707 valid_0's l1: 12.0783
[77] valid_0's poisson: -100.887 valid_0's l1: 12.0744
[78] valid_0's poisson: -100.93 valid_0's l1: 12.0446
[79] valid_0's poisson: -100.973 valid_0's l1: 12.0274
[80] valid_0's poisson: -100.933 valid_0's l1: 12.029
[81] valid_0's poisson: -100.801 valid_0's l1: 12.0189
[82] valid_0's poisson: -101.191 valid_0's l1: 11.986
[83] valid_0's poisson: -100.994 valid_0's l1: 11.9761
[84] valid_0's poisson: -101.236 valid_0's l1: 11.9679
[85] valid_0's poisson: -101.24 valid_0's l1: 11.9586
[86] valid_0's poisson: -101.17 valid_0's l1: 11.9624
[87] valid_0's poisson: -101.037 valid_0's l1: 11.9628
[88] valid_0's poisson: -100.948 valid_0's l1: 11.9476
[89] valid_0's poisson: -101.168 valid_0's l1: 11.9567
[90] valid_0's poisson: -101.154 valid_0's l1: 11.9431
[91] valid_0's poisson: -101.379 valid_0's l1: 11.9602
[92] valid_0's poisson: -101.407 valid_0's l1: 11.9606
[93] valid_0's poisson: -101.446 valid_0's l1: 11.9663
[94] valid_0's poisson: -101.391 valid_0's l1: 11.9654
[95] valid_0's poisson: -101.375 valid_0's l1: 11.9669
[96] valid_0's poisson: -101.425 valid_0's l1: 11.9544
[97] valid_0's poisson: -101.256 valid_0's l1: 11.9526
[98] valid_0's poisson: -101.479 valid_0's l1: 11.9503
[99] valid_0's poisson: -101.193 valid_0's l1: 11.9531
[100] valid_0's poisson: -101.157 valid_0's l1: 11.9492
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -99.6661 valid_0's l1: 19.9269
[2] valid_0's poisson: -98.3769 valid_0's l1: 17.6968
[3] valid_0's poisson: -96.4626 valid_0's l1: 17.2942
[4] valid_0's poisson: -95.7067 valid_0's l1: 16.5928
[5] valid_0's poisson: -89.5408 valid_0's l1: 15.9335
[6] valid_0's poisson: -97.3269 valid_0's l1: 15.4588
[7] valid_0's poisson: -98.2582 valid_0's l1: 15.047
[8] valid_0's poisson: -98.6442 valid_0's l1: 14.9043
[9] valid_0's poisson: -97.5919 valid_0's l1: 14.6634
[10] valid_0's poisson: -97.1413 valid_0's l1: 14.6058
[11] valid_0's poisson: -97.4757 valid_0's l1: 14.5572
[12] valid_0's poisson: -97.0932 valid_0's l1: 14.0724
[13] valid_0's poisson: -96.9546 valid_0's l1: 14.0052
[14] valid_0's poisson: -101.326 valid_0's l1: 13.9037
[15] valid_0's poisson: -99.3922 valid_0's l1: 13.7856
[16] valid_0's poisson: -99.5516 valid_0's l1: 13.6051
[17] valid_0's poisson: -99.6555 valid_0's l1: 13.5102
[18] valid_0's poisson: -99.9322 valid_0's l1: 13.4687
[19] valid_0's poisson: -100.182 valid_0's l1: 13.3381
[20] valid_0's poisson: -100.073 valid_0's l1: 13.3279
[21] valid_0's poisson: -100.642 valid_0's l1: 13.2999
[22] valid_0's poisson: -100.945 valid_0's l1: 13.2412
[23] valid_0's poisson: -101.287 valid_0's l1: 13.1553
[24] valid_0's poisson: -101.58 valid_0's l1: 13.0266
[25] valid_0's poisson: -101.57 valid_0's l1: 12.9975
[26] valid_0's poisson: -101.416 valid_0's l1: 12.979
[27] valid_0's poisson: -101.356 valid_0's l1: 12.9753
[28] valid_0's poisson: -101.471 valid_0's l1: 12.9318
[29] valid_0's poisson: -101.364 valid_0's l1: 12.9261
[30] valid_0's poisson: -101.092 valid_0's l1: 12.9012
[31] valid_0's poisson: -101.39 valid_0's l1: 12.8766
[32] valid_0's poisson: -101.433 valid_0's l1: 12.8841
[33] valid_0's poisson: -101.726 valid_0's l1: 12.8847
[34] valid_0's poisson: -101.651 valid_0's l1: 12.8748
[35] valid_0's poisson: -101.671 valid_0's l1: 12.8636
[36] valid_0's poisson: -101.401 valid_0's l1: 12.7321
[37] valid_0's poisson: -101.097 valid_0's l1: 12.6988
[38] valid_0's poisson: -101.173 valid_0's l1: 12.6845
[39] valid_0's poisson: -101.261 valid_0's l1: 12.6399
[40] valid_0's poisson: -101.361 valid_0's l1: 12.6326
[41] valid_0's poisson: -101.154 valid_0's l1: 12.6145
[42] valid_0's poisson: -101.06 valid_0's l1: 12.597
[43] valid_0's poisson: -101.439 valid_0's l1: 12.4786
[44] valid_0's poisson: -101.158 valid_0's l1: 12.4412
[45] valid_0's poisson: -101.148 valid_0's l1: 12.4553
[46] valid_0's poisson: -100.985 valid_0's l1: 12.4664
[47] valid_0's poisson: -100.984 valid_0's l1: 12.4287
[48] valid_0's poisson: -101.269 valid_0's l1: 12.3864
[49] valid_0's poisson: -100.869 valid_0's l1: 12.3823
[50] valid_0's poisson: -101.01 valid_0's l1: 12.3824
[51] valid_0's poisson: -101.274 valid_0's l1: 12.3094
[52] valid_0's poisson: -101.261 valid_0's l1: 12.303
[53] valid_0's poisson: -101.072 valid_0's l1: 12.2827
[54] valid_0's poisson: -101.401 valid_0's l1: 12.235
[55] valid_0's poisson: -102.397 valid_0's l1: 12.2094
[56] valid_0's poisson: -101.973 valid_0's l1: 12.2023
[57] valid_0's poisson: -102.309 valid_0's l1: 12.1407
[58] valid_0's poisson: -102.329 valid_0's l1: 12.1358
[59] valid_0's poisson: -102.273 valid_0's l1: 12.1268
[60] valid_0's poisson: -102.381 valid_0's l1: 12.1277
[61] valid_0's poisson: -102.434 valid_0's l1: 12.1221
[62] valid_0's poisson: -102.309 valid_0's l1: 12.1298
[63] valid_0's poisson: -102.288 valid_0's l1: 12.1296
[64] valid_0's poisson: -102.523 valid_0's l1: 12.1251
[65] valid_0's poisson: -102.478 valid_0's l1: 12.1234
[66] valid_0's poisson: -102.479 valid_0's l1: 12.1117
[67] valid_0's poisson: -102.479 valid_0's l1: 12.1219
[68] valid_0's poisson: -102.529 valid_0's l1: 12.1239
[69] valid_0's poisson: -102.237 valid_0's l1: 12.1271
[70] valid_0's poisson: -102.744 valid_0's l1: 12.1153
[71] valid_0's poisson: -102.689 valid_0's l1: 12.0929
[72] valid_0's poisson: -102.39 valid_0's l1: 12.0615
[73] valid_0's poisson: -102.209 valid_0's l1: 12.052
[74] valid_0's poisson: -102.258 valid_0's l1: 12.0539
[75] valid_0's poisson: -102.276 valid_0's l1: 12.0432
[76] valid_0's poisson: -102.256 valid_0's l1: 12.0622
[77] valid_0's poisson: -102.267 valid_0's l1: 12.0637
[78] valid_0's poisson: -102.424 valid_0's l1: 12.0715
[79] valid_0's poisson: -102.287 valid_0's l1: 12.0622
[80] valid_0's poisson: -102.282 valid_0's l1: 12.0626
[81] valid_0's poisson: -102.361 valid_0's l1: 12.0651
[82] valid_0's poisson: -102.301 valid_0's l1: 12.0233
[83] valid_0's poisson: -102.297 valid_0's l1: 12.0319
[84] valid_0's poisson: -102.185 valid_0's l1: 12.0165
[85] valid_0's poisson: -102.202 valid_0's l1: 12.0114
[86] valid_0's poisson: -102.03 valid_0's l1: 12.0101
[87] valid_0's poisson: -102.043 valid_0's l1: 12.0143
[88] valid_0's poisson: -102.005 valid_0's l1: 12.0135
[89] valid_0's poisson: -102.046 valid_0's l1: 12.0072
[90] valid_0's poisson: -102.048 valid_0's l1: 12.0183
[91] valid_0's poisson: -102.12 valid_0's l1: 12.0111
[92] valid_0's poisson: -102.088 valid_0's l1: 12.0179
[93] valid_0's poisson: -102.046 valid_0's l1: 11.9796
[94] valid_0's poisson: -101.837 valid_0's l1: 11.9588
[95] valid_0's poisson: -101.638 valid_0's l1: 11.9615
[96] valid_0's poisson: -101.692 valid_0's l1: 11.9455
[97] valid_0's poisson: -101.728 valid_0's l1: 11.9254
[98] valid_0's poisson: -101.762 valid_0's l1: 11.9254
[99] valid_0's poisson: -101.93 valid_0's l1: 11.9338
[100] valid_0's poisson: -101.821 valid_0's l1: 11.9361
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -99.6678 valid_0's l1: 19.9356
[2] valid_0's poisson: -100.349 valid_0's l1: 17.8003
[3] valid_0's poisson: -99.4554 valid_0's l1: 17.4399
[4] valid_0's poisson: -92.5778 valid_0's l1: 15.8655
[5] valid_0's poisson: -97.831 valid_0's l1: 15.3684
[6] valid_0's poisson: -97.1776 valid_0's l1: 15.0985
[7] valid_0's poisson: -96.883 valid_0's l1: 14.9153
[8] valid_0's poisson: -100.861 valid_0's l1: 14.2904
[9] valid_0's poisson: -101.345 valid_0's l1: 14.1518
[10] valid_0's poisson: -99.4508 valid_0's l1: 13.859
[11] valid_0's poisson: -100.3 valid_0's l1: 13.783
[12] valid_0's poisson: -99.5117 valid_0's l1: 13.6699
[13] valid_0's poisson: -98.5291 valid_0's l1: 13.6077
[14] valid_0's poisson: -99.4687 valid_0's l1: 13.5037
[15] valid_0's poisson: -99.1168 valid_0's l1: 13.4839
[16] valid_0's poisson: -99.6459 valid_0's l1: 13.4556
[17] valid_0's poisson: -100.344 valid_0's l1: 13.4144
[18] valid_0's poisson: -100.044 valid_0's l1: 13.3525
[19] valid_0's poisson: -99.2136 valid_0's l1: 13.2163
[20] valid_0's poisson: -100 valid_0's l1: 13.1357
[21] valid_0's poisson: -99.2797 valid_0's l1: 13.0779
[22] valid_0's poisson: -99.2742 valid_0's l1: 13.0395
[23] valid_0's poisson: -99.4469 valid_0's l1: 13.0332
[24] valid_0's poisson: -99.6142 valid_0's l1: 13.0358
[25] valid_0's poisson: -99.4604 valid_0's l1: 13.0012
[26] valid_0's poisson: -99.989 valid_0's l1: 12.966
[27] valid_0's poisson: -100.946 valid_0's l1: 12.9015
[28] valid_0's poisson: -101.263 valid_0's l1: 12.8833
[29] valid_0's poisson: -101.52 valid_0's l1: 12.6444
[30] valid_0's poisson: -102.047 valid_0's l1: 12.5421
[31] valid_0's poisson: -101.73 valid_0's l1: 12.5338
[32] valid_0's poisson: -101.249 valid_0's l1: 12.567
[33] valid_0's poisson: -101.488 valid_0's l1: 12.5745
[34] valid_0's poisson: -101.545 valid_0's l1: 12.5564
[35] valid_0's poisson: -101.549 valid_0's l1: 12.5553
[36] valid_0's poisson: -101.354 valid_0's l1: 12.5192
[37] valid_0's poisson: -102.005 valid_0's l1: 12.512
[38] valid_0's poisson: -101.616 valid_0's l1: 12.4657
[39] valid_0's poisson: -101.461 valid_0's l1: 12.4366
[40] valid_0's poisson: -100.953 valid_0's l1: 12.4015
[41] valid_0's poisson: -101.378 valid_0's l1: 12.4089
[42] valid_0's poisson: -101.235 valid_0's l1: 12.3822
[43] valid_0's poisson: -100.965 valid_0's l1: 12.3726
[44] valid_0's poisson: -101.119 valid_0's l1: 12.4044
[45] valid_0's poisson: -101.064 valid_0's l1: 12.4005
[46] valid_0's poisson: -101.103 valid_0's l1: 12.403
[47] valid_0's poisson: -102.386 valid_0's l1: 12.2287
[48] valid_0's poisson: -102.194 valid_0's l1: 12.2394
[49] valid_0's poisson: -102.045 valid_0's l1: 12.1703
[50] valid_0's poisson: -101.649 valid_0's l1: 12.1769
[51] valid_0's poisson: -101.588 valid_0's l1: 12.1865
[52] valid_0's poisson: -101.383 valid_0's l1: 12.2014
[53] valid_0's poisson: -102.025 valid_0's l1: 12.11
[54] valid_0's poisson: -102.068 valid_0's l1: 12.05
[55] valid_0's poisson: -102.121 valid_0's l1: 12.0144
[56] valid_0's poisson: -102.27 valid_0's l1: 12.0076
[57] valid_0's poisson: -102.34 valid_0's l1: 12.0035
[58] valid_0's poisson: -102.223 valid_0's l1: 11.9825
[59] valid_0's poisson: -102.322 valid_0's l1: 11.9669
[60] valid_0's poisson: -102.186 valid_0's l1: 11.9752
[61] valid_0's poisson: -102.276 valid_0's l1: 11.9718
[62] valid_0's poisson: -102.309 valid_0's l1: 11.9595
[63] valid_0's poisson: -102.196 valid_0's l1: 11.9582
[64] valid_0's poisson: -102.583 valid_0's l1: 11.97
[65] valid_0's poisson: -102.6 valid_0's l1: 11.9663
[66] valid_0's poisson: -102.483 valid_0's l1: 11.9599
[67] valid_0's poisson: -102.532 valid_0's l1: 11.954
[68] valid_0's poisson: -102.483 valid_0's l1: 11.9542
[69] valid_0's poisson: -102.621 valid_0's l1: 11.9588
[70] valid_0's poisson: -102.75 valid_0's l1: 11.9611
[71] valid_0's poisson: -102.387 valid_0's l1: 11.9246
[72] valid_0's poisson: -102.606 valid_0's l1: 11.9382
[73] valid_0's poisson: -102.575 valid_0's l1: 11.9257
[74] valid_0's poisson: -102.527 valid_0's l1: 11.9072
[75] valid_0's poisson: -102.498 valid_0's l1: 11.9042
[76] valid_0's poisson: -102.507 valid_0's l1: 11.9006
[77] valid_0's poisson: -102.522 valid_0's l1: 11.9002
[78] valid_0's poisson: -102.445 valid_0's l1: 11.9023
[79] valid_0's poisson: -102.359 valid_0's l1: 11.8855
[80] valid_0's poisson: -102.341 valid_0's l1: 11.881
[81] valid_0's poisson: -102.535 valid_0's l1: 11.8636
[82] valid_0's poisson: -102.285 valid_0's l1: 11.8658
[83] valid_0's poisson: -102.123 valid_0's l1: 11.8514
[84] valid_0's poisson: -102.056 valid_0's l1: 11.8497
[85] valid_0's poisson: -102.099 valid_0's l1: 11.8615
[86] valid_0's poisson: -101.93 valid_0's l1: 11.8632
[87] valid_0's poisson: -102.008 valid_0's l1: 11.8667
[88] valid_0's poisson: -102.026 valid_0's l1: 11.8658
[89] valid_0's poisson: -102.034 valid_0's l1: 11.8626
[90] valid_0's poisson: -101.794 valid_0's l1: 11.858
[91] valid_0's poisson: -101.626 valid_0's l1: 11.8685
[92] valid_0's poisson: -101.818 valid_0's l1: 11.8601
[93] valid_0's poisson: -102.041 valid_0's l1: 11.8318
[94] valid_0's poisson: -101.859 valid_0's l1: 11.8287
[95] valid_0's poisson: -101.857 valid_0's l1: 11.8271
[96] valid_0's poisson: -101.849 valid_0's l1: 11.8187
[97] valid_0's poisson: -101.785 valid_0's l1: 11.8166
[98] valid_0's poisson: -101.807 valid_0's l1: 11.8116
[99] valid_0's poisson: -101.865 valid_0's l1: 11.8044
[100] valid_0's poisson: -101.789 valid_0's l1: 11.8153
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -83.6565 valid_0's l1: 28.1255
[2] valid_0's poisson: -86.4139 valid_0's l1: 26.9556
[3] valid_0's poisson: -88.7345 valid_0's l1: 25.8776
[4] valid_0's poisson: -90.8877 valid_0's l1: 24.8349
[5] valid_0's poisson: -92.6456 valid_0's l1: 23.8918
[6] valid_0's poisson: -94.0646 valid_0's l1: 23.0715
[7] valid_0's poisson: -96.1554 valid_0's l1: 22.109
[8] valid_0's poisson: -97.5362 valid_0's l1: 21.3199
[9] valid_0's poisson: -98.917 valid_0's l1: 20.4901
[10] valid_0's poisson: -100.026 valid_0's l1: 19.7619
[11] valid_0's poisson: -100.903 valid_0's l1: 19.1109
[12] valid_0's poisson: -101.747 valid_0's l1: 18.4625
[13] valid_0's poisson: -102.393 valid_0's l1: 17.9175
[14] valid_0's poisson: -103.016 valid_0's l1: 17.4006
[15] valid_0's poisson: -103.587 valid_0's l1: 16.9148
[16] valid_0's poisson: -104.081 valid_0's l1: 16.4735
[17] valid_0's poisson: -104.344 valid_0's l1: 16.1829
[18] valid_0's poisson: -104.625 valid_0's l1: 15.8762
[19] valid_0's poisson: -105.031 valid_0's l1: 15.4975
[20] valid_0's poisson: -105.394 valid_0's l1: 15.1352
[21] valid_0's poisson: -105.696 valid_0's l1: 14.8137
[22] valid_0's poisson: -105.949 valid_0's l1: 14.5427
[23] valid_0's poisson: -106.131 valid_0's l1: 14.3341
[24] valid_0's poisson: -106.333 valid_0's l1: 14.1026
[25] valid_0's poisson: -106.555 valid_0's l1: 13.8431
[26] valid_0's poisson: -106.696 valid_0's l1: 13.6804
[27] valid_0's poisson: -106.874 valid_0's l1: 13.4667
[28] valid_0's poisson: -107.029 valid_0's l1: 13.2706
[29] valid_0's poisson: -107.171 valid_0's l1: 13.0988
[30] valid_0's poisson: -107.263 valid_0's l1: 12.9797
[31] valid_0's poisson: -107.378 valid_0's l1: 12.8304
[32] valid_0's poisson: -107.464 valid_0's l1: 12.7253
[33] valid_0's poisson: -107.587 valid_0's l1: 12.5725
[34] valid_0's poisson: -107.704 valid_0's l1: 12.426
[35] valid_0's poisson: -107.799 valid_0's l1: 12.3083
[36] valid_0's poisson: -107.861 valid_0's l1: 12.2256
[37] valid_0's poisson: -107.934 valid_0's l1: 12.1331
[38] valid_0's poisson: -108.01 valid_0's l1: 12.0346
[39] valid_0's poisson: -108.051 valid_0's l1: 11.9772
[40] valid_0's poisson: -108.099 valid_0's l1: 11.9082
[41] valid_0's poisson: -108.137 valid_0's l1: 11.8538
[42] valid_0's poisson: -108.189 valid_0's l1: 11.7776
[43] valid_0's poisson: -108.243 valid_0's l1: 11.699
[44] valid_0's poisson: -108.296 valid_0's l1: 11.6231
[45] valid_0's poisson: -108.342 valid_0's l1: 11.5561
[46] valid_0's poisson: -108.368 valid_0's l1: 11.5161
[47] valid_0's poisson: -108.399 valid_0's l1: 11.4732
[48] valid_0's poisson: -108.43 valid_0's l1: 11.4224
[49] valid_0's poisson: -108.474 valid_0's l1: 11.357
[50] valid_0's poisson: -108.512 valid_0's l1: 11.2869
[51] valid_0's poisson: -108.529 valid_0's l1: 11.2575
[52] valid_0's poisson: -108.561 valid_0's l1: 11.2061
[53] valid_0's poisson: -108.589 valid_0's l1: 11.1506
[54] valid_0's poisson: -108.622 valid_0's l1: 11.0942
[55] valid_0's poisson: -108.65 valid_0's l1: 11.0433
[56] valid_0's poisson: -108.676 valid_0's l1: 10.9983
[57] valid_0's poisson: -108.696 valid_0's l1: 10.9617
[58] valid_0's poisson: -108.721 valid_0's l1: 10.9247
[59] valid_0's poisson: -108.732 valid_0's l1: 10.908
[60] valid_0's poisson: -108.74 valid_0's l1: 10.8948
[61] valid_0's poisson: -108.748 valid_0's l1: 10.8801
[62] valid_0's poisson: -108.752 valid_0's l1: 10.8699
[63] valid_0's poisson: -108.767 valid_0's l1: 10.8398
[64] valid_0's poisson: -108.772 valid_0's l1: 10.8301
[65] valid_0's poisson: -108.779 valid_0's l1: 10.8165
[66] valid_0's poisson: -108.781 valid_0's l1: 10.8106
[67] valid_0's poisson: -108.787 valid_0's l1: 10.8007
[68] valid_0's poisson: -108.802 valid_0's l1: 10.7752
[69] valid_0's poisson: -108.813 valid_0's l1: 10.7501
[70] valid_0's poisson: -108.824 valid_0's l1: 10.7249
[71] valid_0's poisson: -108.826 valid_0's l1: 10.7186
[72] valid_0's poisson: -108.808 valid_0's l1: 10.7069
[73] valid_0's poisson: -108.812 valid_0's l1: 10.694
[74] valid_0's poisson: -108.816 valid_0's l1: 10.686
[75] valid_0's poisson: -108.814 valid_0's l1: 10.6719
[76] valid_0's poisson: -108.822 valid_0's l1: 10.6549
[77] valid_0's poisson: -108.83 valid_0's l1: 10.6431
[78] valid_0's poisson: -108.832 valid_0's l1: 10.6275
[79] valid_0's poisson: -108.836 valid_0's l1: 10.6207
[80] valid_0's poisson: -108.838 valid_0's l1: 10.6172
[81] valid_0's poisson: -108.847 valid_0's l1: 10.6089
[82] valid_0's poisson: -108.851 valid_0's l1: 10.6023
[83] valid_0's poisson: -108.859 valid_0's l1: 10.5921
[84] valid_0's poisson: -108.858 valid_0's l1: 10.586
[85] valid_0's poisson: -108.86 valid_0's l1: 10.5826
[86] valid_0's poisson: -108.862 valid_0's l1: 10.5791
[87] valid_0's poisson: -108.858 valid_0's l1: 10.5747
[88] valid_0's poisson: -108.866 valid_0's l1: 10.5704
[89] valid_0's poisson: -108.864 valid_0's l1: 10.5673
[90] valid_0's poisson: -108.865 valid_0's l1: 10.5629
[91] valid_0's poisson: -108.867 valid_0's l1: 10.5579
[92] valid_0's poisson: -108.87 valid_0's l1: 10.5515
[93] valid_0's poisson: -108.871 valid_0's l1: 10.5462
[94] valid_0's poisson: -108.867 valid_0's l1: 10.5412
[95] valid_0's poisson: -108.862 valid_0's l1: 10.5383
[96] valid_0's poisson: -108.863 valid_0's l1: 10.538
[97] valid_0's poisson: -108.867 valid_0's l1: 10.5368
[98] valid_0's poisson: -108.857 valid_0's l1: 10.5345
[99] valid_0's poisson: -108.865 valid_0's l1: 10.5305
[100] valid_0's poisson: -108.865 valid_0's l1: 10.5282
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -83.6651 valid_0's l1: 28.1245
[2] valid_0's poisson: -86.5011 valid_0's l1: 26.9331
[3] valid_0's poisson: -88.846 valid_0's l1: 25.83
[4] valid_0's poisson: -90.9765 valid_0's l1: 24.7984
[5] valid_0's poisson: -92.6116 valid_0's l1: 23.9076
[6] valid_0's poisson: -94.1592 valid_0's l1: 23.047
[7] valid_0's poisson: -95.4893 valid_0's l1: 22.2356
[8] valid_0's poisson: -97.1852 valid_0's l1: 21.4059
[9] valid_0's poisson: -98.672 valid_0's l1: 20.5516
[10] valid_0's poisson: -99.8506 valid_0's l1: 19.8069
[11] valid_0's poisson: -100.858 valid_0's l1: 19.1193
[12] valid_0's poisson: -101.746 valid_0's l1: 18.4613
[13] valid_0's poisson: -102.427 valid_0's l1: 17.915
[14] valid_0's poisson: -103.016 valid_0's l1: 17.3978
[15] valid_0's poisson: -103.61 valid_0's l1: 16.9133
[16] valid_0's poisson: -103.963 valid_0's l1: 16.5478
[17] valid_0's poisson: -104.439 valid_0's l1: 16.1175
[18] valid_0's poisson: -104.714 valid_0's l1: 15.822
[19] valid_0's poisson: -105.07 valid_0's l1: 15.454
[20] valid_0's poisson: -105.396 valid_0's l1: 15.1092
[21] valid_0's poisson: -105.713 valid_0's l1: 14.7812
[22] valid_0's poisson: -105.979 valid_0's l1: 14.4856
[23] valid_0's poisson: -106.224 valid_0's l1: 14.2176
[24] valid_0's poisson: -106.426 valid_0's l1: 13.9842
[25] valid_0's poisson: -106.628 valid_0's l1: 13.7422
[26] valid_0's poisson: -106.765 valid_0's l1: 13.5749
[27] valid_0's poisson: -106.939 valid_0's l1: 13.3849
[28] valid_0's poisson: -107.097 valid_0's l1: 13.1884
[29] valid_0's poisson: -107.216 valid_0's l1: 13.0454
[30] valid_0's poisson: -107.313 valid_0's l1: 12.9078
[31] valid_0's poisson: -107.436 valid_0's l1: 12.7495
[32] valid_0's poisson: -107.555 valid_0's l1: 12.5937
[33] valid_0's poisson: -107.64 valid_0's l1: 12.4881
[34] valid_0's poisson: -107.735 valid_0's l1: 12.3609
[35] valid_0's poisson: -107.808 valid_0's l1: 12.266
[36] valid_0's poisson: -107.889 valid_0's l1: 12.1545
[37] valid_0's poisson: -107.959 valid_0's l1: 12.0619
[38] valid_0's poisson: -108.004 valid_0's l1: 11.9938
[39] valid_0's poisson: -108.065 valid_0's l1: 11.9121
[40] valid_0's poisson: -108.122 valid_0's l1: 11.8256
[41] valid_0's poisson: -108.176 valid_0's l1: 11.746
[42] valid_0's poisson: -108.226 valid_0's l1: 11.6741
[43] valid_0's poisson: -108.272 valid_0's l1: 11.6051
[44] valid_0's poisson: -108.298 valid_0's l1: 11.5708
[45] valid_0's poisson: -108.34 valid_0's l1: 11.5073
[46] valid_0's poisson: -108.371 valid_0's l1: 11.4579
[47] valid_0's poisson: -108.401 valid_0's l1: 11.4155
[48] valid_0's poisson: -108.43 valid_0's l1: 11.3688
[49] valid_0's poisson: -108.462 valid_0's l1: 11.3175
[50] valid_0's poisson: -108.487 valid_0's l1: 11.2736
[51] valid_0's poisson: -108.508 valid_0's l1: 11.2403
[52] valid_0's poisson: -108.524 valid_0's l1: 11.2124
[53] valid_0's poisson: -108.554 valid_0's l1: 11.1606
[54] valid_0's poisson: -108.588 valid_0's l1: 11.1164
[55] valid_0's poisson: -108.616 valid_0's l1: 11.0745
[56] valid_0's poisson: -108.64 valid_0's l1: 11.0265
[57] valid_0's poisson: -108.667 valid_0's l1: 10.9765
[58] valid_0's poisson: -108.686 valid_0's l1: 10.9397
[59] valid_0's poisson: -108.701 valid_0's l1: 10.9087
[60] valid_0's poisson: -108.708 valid_0's l1: 10.8955
[61] valid_0's poisson: -108.73 valid_0's l1: 10.862
[62] valid_0's poisson: -108.734 valid_0's l1: 10.8531
[63] valid_0's poisson: -108.74 valid_0's l1: 10.8432
[64] valid_0's poisson: -108.748 valid_0's l1: 10.8254
[65] valid_0's poisson: -108.745 valid_0's l1: 10.813
[66] valid_0's poisson: -108.744 valid_0's l1: 10.8034
[67] valid_0's poisson: -108.748 valid_0's l1: 10.795
[68] valid_0's poisson: -108.753 valid_0's l1: 10.7884
[69] valid_0's poisson: -108.758 valid_0's l1: 10.7741
[70] valid_0's poisson: -108.763 valid_0's l1: 10.7646
[71] valid_0's poisson: -108.77 valid_0's l1: 10.7528
[72] valid_0's poisson: -108.776 valid_0's l1: 10.7383
[73] valid_0's poisson: -108.789 valid_0's l1: 10.7121
[74] valid_0's poisson: -108.761 valid_0's l1: 10.7007
[75] valid_0's poisson: -108.763 valid_0's l1: 10.6881
[76] valid_0's poisson: -108.77 valid_0's l1: 10.6696
[77] valid_0's poisson: -108.775 valid_0's l1: 10.6479
[78] valid_0's poisson: -108.784 valid_0's l1: 10.6354
[79] valid_0's poisson: -108.79 valid_0's l1: 10.6239
[80] valid_0's poisson: -108.795 valid_0's l1: 10.6161
[81] valid_0's poisson: -108.802 valid_0's l1: 10.6026
[82] valid_0's poisson: -108.804 valid_0's l1: 10.5998
[83] valid_0's poisson: -108.801 valid_0's l1: 10.5969
[84] valid_0's poisson: -108.805 valid_0's l1: 10.5897
[85] valid_0's poisson: -108.808 valid_0's l1: 10.5789
[86] valid_0's poisson: -108.808 valid_0's l1: 10.5692
[87] valid_0's poisson: -108.815 valid_0's l1: 10.5502
[88] valid_0's poisson: -108.818 valid_0's l1: 10.5415
[89] valid_0's poisson: -108.827 valid_0's l1: 10.5331
[90] valid_0's poisson: -108.823 valid_0's l1: 10.5308
[91] valid_0's poisson: -108.821 valid_0's l1: 10.5219
[92] valid_0's poisson: -108.823 valid_0's l1: 10.5154
[93] valid_0's poisson: -108.824 valid_0's l1: 10.5141
[94] valid_0's poisson: -108.819 valid_0's l1: 10.5141
[95] valid_0's poisson: -108.821 valid_0's l1: 10.506
[96] valid_0's poisson: -108.834 valid_0's l1: 10.4878
[97] valid_0's poisson: -108.845 valid_0's l1: 10.4723
[98] valid_0's poisson: -108.848 valid_0's l1: 10.4679
[99] valid_0's poisson: -108.853 valid_0's l1: 10.4576
[100] valid_0's poisson: -108.853 valid_0's l1: 10.4576
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -83.6912 valid_0's l1: 28.1066
[2] valid_0's poisson: -86.4359 valid_0's l1: 26.9473
[3] valid_0's poisson: -88.843 valid_0's l1: 25.8335
[4] valid_0's poisson: -90.8057 valid_0's l1: 24.8264
[5] valid_0's poisson: -92.6913 valid_0's l1: 23.8682
[6] valid_0's poisson: -94.1085 valid_0's l1: 23.0413
[7] valid_0's poisson: -95.4645 valid_0's l1: 22.2425
[8] valid_0's poisson: -96.568 valid_0's l1: 21.541
[9] valid_0's poisson: -98.2083 valid_0's l1: 20.6864
[10] valid_0's poisson: -99.4755 valid_0's l1: 19.9443
[11] valid_0's poisson: -100.53 valid_0's l1: 19.2547
[12] valid_0's poisson: -101.496 valid_0's l1: 18.5784
[13] valid_0's poisson: -102.282 valid_0's l1: 17.993
[14] valid_0's poisson: -102.943 valid_0's l1: 17.4542
[15] valid_0's poisson: -103.535 valid_0's l1: 16.96
[16] valid_0's poisson: -104.062 valid_0's l1: 16.5199
[17] valid_0's poisson: -104.546 valid_0's l1: 16.079
[18] valid_0's poisson: -104.944 valid_0's l1: 15.7032
[19] valid_0's poisson: -105.226 valid_0's l1: 15.4163
[20] valid_0's poisson: -105.571 valid_0's l1: 15.0539
[21] valid_0's poisson: -105.856 valid_0's l1: 14.7383
[22] valid_0's poisson: -106.035 valid_0's l1: 14.5203
[23] valid_0's poisson: -106.256 valid_0's l1: 14.2641
[24] valid_0's poisson: -106.497 valid_0's l1: 13.9802
[25] valid_0's poisson: -106.641 valid_0's l1: 13.8085
[26] valid_0's poisson: -106.838 valid_0's l1: 13.5741
[27] valid_0's poisson: -106.987 valid_0's l1: 13.3938
[28] valid_0's poisson: -107.132 valid_0's l1: 13.2133
[29] valid_0's poisson: -107.253 valid_0's l1: 13.0486
[30] valid_0's poisson: -107.381 valid_0's l1: 12.8934
[31] valid_0's poisson: -107.458 valid_0's l1: 12.7896
[32] valid_0's poisson: -107.575 valid_0's l1: 12.6393
[33] valid_0's poisson: -107.668 valid_0's l1: 12.5103
[34] valid_0's poisson: -107.771 valid_0's l1: 12.3856
[35] valid_0's poisson: -107.836 valid_0's l1: 12.2979
[36] valid_0's poisson: -107.924 valid_0's l1: 12.1833
[37] valid_0's poisson: -107.973 valid_0's l1: 12.1094
[38] valid_0's poisson: -108.03 valid_0's l1: 12.0263
[39] valid_0's poisson: -108.097 valid_0's l1: 11.9316
[40] valid_0's poisson: -108.156 valid_0's l1: 11.8466
[41] valid_0's poisson: -108.194 valid_0's l1: 11.7856
[42] valid_0's poisson: -108.231 valid_0's l1: 11.7328
[43] valid_0's poisson: -108.275 valid_0's l1: 11.6721
[44] valid_0's poisson: -108.325 valid_0's l1: 11.6048
[45] valid_0's poisson: -108.37 valid_0's l1: 11.5424
[46] valid_0's poisson: -108.414 valid_0's l1: 11.4786
[47] valid_0's poisson: -108.438 valid_0's l1: 11.4424
[48] valid_0's poisson: -108.473 valid_0's l1: 11.3865
[49] valid_0's poisson: -108.509 valid_0's l1: 11.3371
[50] valid_0's poisson: -108.539 valid_0's l1: 11.2942
[51] valid_0's poisson: -108.572 valid_0's l1: 11.2442
[52] valid_0's poisson: -108.6 valid_0's l1: 11.1964
[53] valid_0's poisson: -108.625 valid_0's l1: 11.1526
[54] valid_0's poisson: -108.651 valid_0's l1: 11.1124
[55] valid_0's poisson: -108.671 valid_0's l1: 11.0777
[56] valid_0's poisson: -108.691 valid_0's l1: 11.0477
[57] valid_0's poisson: -108.711 valid_0's l1: 11.0145
[58] valid_0's poisson: -108.721 valid_0's l1: 10.9945
[59] valid_0's poisson: -108.739 valid_0's l1: 10.9619
[60] valid_0's poisson: -108.748 valid_0's l1: 10.9425
[61] valid_0's poisson: -108.765 valid_0's l1: 10.9165
[62] valid_0's poisson: -108.774 valid_0's l1: 10.9011
[63] valid_0's poisson: -108.78 valid_0's l1: 10.888
[64] valid_0's poisson: -108.795 valid_0's l1: 10.8577
[65] valid_0's poisson: -108.805 valid_0's l1: 10.8353
[66] valid_0's poisson: -108.816 valid_0's l1: 10.8099
[67] valid_0's poisson: -108.824 valid_0's l1: 10.7944
[68] valid_0's poisson: -108.829 valid_0's l1: 10.7839
[69] valid_0's poisson: -108.839 valid_0's l1: 10.76
[70] valid_0's poisson: -108.847 valid_0's l1: 10.7439
[71] valid_0's poisson: -108.853 valid_0's l1: 10.7277
[72] valid_0's poisson: -108.859 valid_0's l1: 10.7107
[73] valid_0's poisson: -108.855 valid_0's l1: 10.7057
[74] valid_0's poisson: -108.865 valid_0's l1: 10.6891
[75] valid_0's poisson: -108.866 valid_0's l1: 10.6856
[76] valid_0's poisson: -108.876 valid_0's l1: 10.6693
[77] valid_0's poisson: -108.877 valid_0's l1: 10.6646
[78] valid_0's poisson: -108.863 valid_0's l1: 10.6611
[79] valid_0's poisson: -108.869 valid_0's l1: 10.6454
[80] valid_0's poisson: -108.848 valid_0's l1: 10.6423
[81] valid_0's poisson: -108.851 valid_0's l1: 10.6326
[82] valid_0's poisson: -108.847 valid_0's l1: 10.6289
[83] valid_0's poisson: -108.85 valid_0's l1: 10.6234
[84] valid_0's poisson: -108.855 valid_0's l1: 10.6164
[85] valid_0's poisson: -108.861 valid_0's l1: 10.6125
[86] valid_0's poisson: -108.863 valid_0's l1: 10.609
[87] valid_0's poisson: -108.869 valid_0's l1: 10.5962
[88] valid_0's poisson: -108.859 valid_0's l1: 10.5914
[89] valid_0's poisson: -108.862 valid_0's l1: 10.5863
[90] valid_0's poisson: -108.863 valid_0's l1: 10.5827
[91] valid_0's poisson: -108.864 valid_0's l1: 10.5787
[92] valid_0's poisson: -108.864 valid_0's l1: 10.5774
[93] valid_0's poisson: -108.836 valid_0's l1: 10.5741
[94] valid_0's poisson: -108.841 valid_0's l1: 10.5667
[95] valid_0's poisson: -108.837 valid_0's l1: 10.5637
[96] valid_0's poisson: -108.838 valid_0's l1: 10.5629
[97] valid_0's poisson: -108.843 valid_0's l1: 10.5568
[98] valid_0's poisson: -108.845 valid_0's l1: 10.5517
[99] valid_0's poisson: -108.849 valid_0's l1: 10.5425
[100] valid_0's poisson: -108.856 valid_0's l1: 10.5273
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -83.6939 valid_0's l1: 28.1171
[2] valid_0's poisson: -86.393 valid_0's l1: 26.9636
[3] valid_0's poisson: -88.6311 valid_0's l1: 25.914
[4] valid_0's poisson: -90.7832 valid_0's l1: 24.8761
[5] valid_0's poisson: -92.4737 valid_0's l1: 23.963
[6] valid_0's poisson: -93.9549 valid_0's l1: 23.1193
[7] valid_0's poisson: -95.2454 valid_0's l1: 22.3315
[8] valid_0's poisson: -96.9435 valid_0's l1: 21.4806
[9] valid_0's poisson: -98.4397 valid_0's l1: 20.6469
[10] valid_0's poisson: -99.6964 valid_0's l1: 19.8742
[11] valid_0's poisson: -100.578 valid_0's l1: 19.2359
[12] valid_0's poisson: -101.444 valid_0's l1: 18.6129
[13] valid_0's poisson: -102.25 valid_0's l1: 17.9947
[14] valid_0's poisson: -102.696 valid_0's l1: 17.5827
[15] valid_0's poisson: -103.248 valid_0's l1: 17.1041
[16] valid_0's poisson: -103.663 valid_0's l1: 16.7111
[17] valid_0's poisson: -104.111 valid_0's l1: 16.3039
[18] valid_0's poisson: -104.577 valid_0's l1: 15.8924
[19] valid_0's poisson: -104.973 valid_0's l1: 15.5198
[20] valid_0's poisson: -105.322 valid_0's l1: 15.1805
[21] valid_0's poisson: -105.611 valid_0's l1: 14.867
[22] valid_0's poisson: -105.921 valid_0's l1: 14.5462
[23] valid_0's poisson: -106.101 valid_0's l1: 14.3399
[24] valid_0's poisson: -106.347 valid_0's l1: 14.0859
[25] valid_0's poisson: -106.555 valid_0's l1: 13.844
[26] valid_0's poisson: -106.68 valid_0's l1: 13.6868
[27] valid_0's poisson: -106.877 valid_0's l1: 13.4542
[28] valid_0's poisson: -107.013 valid_0's l1: 13.2817
[29] valid_0's poisson: -107.174 valid_0's l1: 13.0773
[30] valid_0's poisson: -107.33 valid_0's l1: 12.8867
[31] valid_0's poisson: -107.453 valid_0's l1: 12.7293
[32] valid_0's poisson: -107.552 valid_0's l1: 12.6058
[33] valid_0's poisson: -107.67 valid_0's l1: 12.4584
[34] valid_0's poisson: -107.749 valid_0's l1: 12.3495
[35] valid_0's poisson: -107.815 valid_0's l1: 12.2573
[36] valid_0's poisson: -107.871 valid_0's l1: 12.1798
[37] valid_0's poisson: -107.946 valid_0's l1: 12.0822
[38] valid_0's poisson: -108.018 valid_0's l1: 11.9758
[39] valid_0's poisson: -108.085 valid_0's l1: 11.8819
[40] valid_0's poisson: -108.135 valid_0's l1: 11.8104
[41] valid_0's poisson: -108.192 valid_0's l1: 11.7242
[42] valid_0's poisson: -108.247 valid_0's l1: 11.6525
[43] valid_0's poisson: -108.279 valid_0's l1: 11.6053
[44] valid_0's poisson: -108.329 valid_0's l1: 11.5364
[45] valid_0's poisson: -108.37 valid_0's l1: 11.4778
[46] valid_0's poisson: -108.406 valid_0's l1: 11.4305
[47] valid_0's poisson: -108.444 valid_0's l1: 11.3694
[48] valid_0's poisson: -108.467 valid_0's l1: 11.3361
[49] valid_0's poisson: -108.504 valid_0's l1: 11.2764
[50] valid_0's poisson: -108.535 valid_0's l1: 11.2237
[51] valid_0's poisson: -108.562 valid_0's l1: 11.1805
[52] valid_0's poisson: -108.588 valid_0's l1: 11.1314
[53] valid_0's poisson: -108.604 valid_0's l1: 11.1025
[54] valid_0's poisson: -108.615 valid_0's l1: 11.0833
[55] valid_0's poisson: -108.64 valid_0's l1: 11.0464
[56] valid_0's poisson: -108.661 valid_0's l1: 11.0195
[57] valid_0's poisson: -108.683 valid_0's l1: 10.983
[58] valid_0's poisson: -108.701 valid_0's l1: 10.9481
[59] valid_0's poisson: -108.725 valid_0's l1: 10.9008
[60] valid_0's poisson: -108.742 valid_0's l1: 10.8697
[61] valid_0's poisson: -108.759 valid_0's l1: 10.8425
[62] valid_0's poisson: -108.776 valid_0's l1: 10.8069
[63] valid_0's poisson: -108.791 valid_0's l1: 10.7742
[64] valid_0's poisson: -108.805 valid_0's l1: 10.7403
[65] valid_0's poisson: -108.812 valid_0's l1: 10.7269
[66] valid_0's poisson: -108.828 valid_0's l1: 10.7028
[67] valid_0's poisson: -108.844 valid_0's l1: 10.6725
[68] valid_0's poisson: -108.855 valid_0's l1: 10.6503
[69] valid_0's poisson: -108.856 valid_0's l1: 10.6311
[70] valid_0's poisson: -108.863 valid_0's l1: 10.6166
[71] valid_0's poisson: -108.872 valid_0's l1: 10.6041
[72] valid_0's poisson: -108.881 valid_0's l1: 10.5877
[73] valid_0's poisson: -108.883 valid_0's l1: 10.584
[74] valid_0's poisson: -108.886 valid_0's l1: 10.5776
[75] valid_0's poisson: -108.888 valid_0's l1: 10.5606
[76] valid_0's poisson: -108.873 valid_0's l1: 10.5582
[77] valid_0's poisson: -108.874 valid_0's l1: 10.5522
[78] valid_0's poisson: -108.872 valid_0's l1: 10.5415
[79] valid_0's poisson: -108.878 valid_0's l1: 10.5327
[80] valid_0's poisson: -108.881 valid_0's l1: 10.5264
[81] valid_0's poisson: -108.881 valid_0's l1: 10.5152
[82] valid_0's poisson: -108.889 valid_0's l1: 10.5086
[83] valid_0's poisson: -108.889 valid_0's l1: 10.5057
[84] valid_0's poisson: -108.889 valid_0's l1: 10.5032
[85] valid_0's poisson: -108.89 valid_0's l1: 10.4992
[86] valid_0's poisson: -108.874 valid_0's l1: 10.497
[87] valid_0's poisson: -108.875 valid_0's l1: 10.4928
[88] valid_0's poisson: -108.876 valid_0's l1: 10.4887
[89] valid_0's poisson: -108.872 valid_0's l1: 10.4833
[90] valid_0's poisson: -108.869 valid_0's l1: 10.4797
[91] valid_0's poisson: -108.871 valid_0's l1: 10.4744
[92] valid_0's poisson: -108.871 valid_0's l1: 10.4676
[93] valid_0's poisson: -108.863 valid_0's l1: 10.4576
[94] valid_0's poisson: -108.856 valid_0's l1: 10.4473
[95] valid_0's poisson: -108.853 valid_0's l1: 10.441
[96] valid_0's poisson: -108.856 valid_0's l1: 10.4327
[97] valid_0's poisson: -108.862 valid_0's l1: 10.4211
[98] valid_0's poisson: -108.864 valid_0's l1: 10.4159
[99] valid_0's poisson: -108.853 valid_0's l1: 10.4104
[100] valid_0's poisson: -108.864 valid_0's l1: 10.3978
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -83.6941 valid_0's l1: 28.101
[2] valid_0's poisson: -86.4764 valid_0's l1: 26.9331
[3] valid_0's poisson: -88.8433 valid_0's l1: 25.8415
[4] valid_0's poisson: -90.763 valid_0's l1: 24.8585
[5] valid_0's poisson: -92.4436 valid_0's l1: 23.9448
[6] valid_0's poisson: -93.8788 valid_0's l1: 23.1238
[7] valid_0's poisson: -95.3399 valid_0's l1: 22.3102
[8] valid_0's poisson: -96.9105 valid_0's l1: 21.5122
[9] valid_0's poisson: -98.3218 valid_0's l1: 20.7351
[10] valid_0's poisson: -99.5922 valid_0's l1: 19.968
[11] valid_0's poisson: -100.526 valid_0's l1: 19.2977
[12] valid_0's poisson: -101.42 valid_0's l1: 18.6526
[13] valid_0's poisson: -102.189 valid_0's l1: 18.0528
[14] valid_0's poisson: -102.583 valid_0's l1: 17.6804
[15] valid_0's poisson: -103.237 valid_0's l1: 17.1475
[16] valid_0's poisson: -103.82 valid_0's l1: 16.6661
[17] valid_0's poisson: -104.356 valid_0's l1: 16.1914
[18] valid_0's poisson: -104.671 valid_0's l1: 15.8652
[19] valid_0's poisson: -105.083 valid_0's l1: 15.4625
[20] valid_0's poisson: -105.448 valid_0's l1: 15.108
[21] valid_0's poisson: -105.759 valid_0's l1: 14.7943
[22] valid_0's poisson: -105.981 valid_0's l1: 14.5408
[23] valid_0's poisson: -106.197 valid_0's l1: 14.3122
[24] valid_0's poisson: -106.457 valid_0's l1: 14.0208
[25] valid_0's poisson: -106.66 valid_0's l1: 13.7815
[26] valid_0's poisson: -106.831 valid_0's l1: 13.5859
[27] valid_0's poisson: -106.994 valid_0's l1: 13.3863
[28] valid_0's poisson: -107.102 valid_0's l1: 13.2407
[29] valid_0's poisson: -107.212 valid_0's l1: 13.1161
[30] valid_0's poisson: -107.311 valid_0's l1: 12.9773
[31] valid_0's poisson: -107.436 valid_0's l1: 12.8169
[32] valid_0's poisson: -107.537 valid_0's l1: 12.6899
[33] valid_0's poisson: -107.64 valid_0's l1: 12.5541
[34] valid_0's poisson: -107.706 valid_0's l1: 12.467
[35] valid_0's poisson: -107.77 valid_0's l1: 12.3714
[36] valid_0's poisson: -107.846 valid_0's l1: 12.2698
[37] valid_0's poisson: -107.902 valid_0's l1: 12.1859
[38] valid_0's poisson: -107.977 valid_0's l1: 12.0812
[39] valid_0's poisson: -108.061 valid_0's l1: 11.9706
[40] valid_0's poisson: -108.133 valid_0's l1: 11.8669
[41] valid_0's poisson: -108.201 valid_0's l1: 11.7688
[42] valid_0's poisson: -108.243 valid_0's l1: 11.7075
[43] valid_0's poisson: -108.273 valid_0's l1: 11.6644
[44] valid_0's poisson: -108.299 valid_0's l1: 11.6303
[45] valid_0's poisson: -108.356 valid_0's l1: 11.5504
[46] valid_0's poisson: -108.393 valid_0's l1: 11.4906
[47] valid_0's poisson: -108.423 valid_0's l1: 11.4372
[48] valid_0's poisson: -108.464 valid_0's l1: 11.3756
[49] valid_0's poisson: -108.489 valid_0's l1: 11.3333
[50] valid_0's poisson: -108.528 valid_0's l1: 11.2726
[51] valid_0's poisson: -108.565 valid_0's l1: 11.2141
[52] valid_0's poisson: -108.599 valid_0's l1: 11.155
[53] valid_0's poisson: -108.627 valid_0's l1: 11.1086
[54] valid_0's poisson: -108.653 valid_0's l1: 11.064
[55] valid_0's poisson: -108.676 valid_0's l1: 11.0252
[56] valid_0's poisson: -108.689 valid_0's l1: 10.9954
[57] valid_0's poisson: -108.713 valid_0's l1: 10.9512
[58] valid_0's poisson: -108.734 valid_0's l1: 10.9199
[59] valid_0's poisson: -108.745 valid_0's l1: 10.8996
[60] valid_0's poisson: -108.754 valid_0's l1: 10.8805
[61] valid_0's poisson: -108.76 valid_0's l1: 10.8715
[62] valid_0's poisson: -108.765 valid_0's l1: 10.8477
[63] valid_0's poisson: -108.78 valid_0's l1: 10.8228
[64] valid_0's poisson: -108.791 valid_0's l1: 10.8069
[65] valid_0's poisson: -108.797 valid_0's l1: 10.7929
[66] valid_0's poisson: -108.803 valid_0's l1: 10.778
[67] valid_0's poisson: -108.806 valid_0's l1: 10.7718
[68] valid_0's poisson: -108.825 valid_0's l1: 10.746
[69] valid_0's poisson: -108.829 valid_0's l1: 10.7367
[70] valid_0's poisson: -108.834 valid_0's l1: 10.7141
[71] valid_0's poisson: -108.822 valid_0's l1: 10.7003
[72] valid_0's poisson: -108.828 valid_0's l1: 10.6901
[73] valid_0's poisson: -108.823 valid_0's l1: 10.6862
[74] valid_0's poisson: -108.82 valid_0's l1: 10.6805
[75] valid_0's poisson: -108.819 valid_0's l1: 10.6694
[76] valid_0's poisson: -108.823 valid_0's l1: 10.6587
[77] valid_0's poisson: -108.822 valid_0's l1: 10.6544
[78] valid_0's poisson: -108.786 valid_0's l1: 10.6521
[79] valid_0's poisson: -108.797 valid_0's l1: 10.6318
[80] valid_0's poisson: -108.8 valid_0's l1: 10.6273
[81] valid_0's poisson: -108.813 valid_0's l1: 10.6187
[82] valid_0's poisson: -108.814 valid_0's l1: 10.6162
[83] valid_0's poisson: -108.812 valid_0's l1: 10.6072
[84] valid_0's poisson: -108.813 valid_0's l1: 10.6036
[85] valid_0's poisson: -108.815 valid_0's l1: 10.5976
[86] valid_0's poisson: -108.825 valid_0's l1: 10.5757
[87] valid_0's poisson: -108.828 valid_0's l1: 10.5677
[88] valid_0's poisson: -108.832 valid_0's l1: 10.559
[89] valid_0's poisson: -108.832 valid_0's l1: 10.5569
[90] valid_0's poisson: -108.823 valid_0's l1: 10.5524
[91] valid_0's poisson: -108.825 valid_0's l1: 10.5416
[92] valid_0's poisson: -108.831 valid_0's l1: 10.5336
[93] valid_0's poisson: -108.832 valid_0's l1: 10.5308
[94] valid_0's poisson: -108.83 valid_0's l1: 10.5247
[95] valid_0's poisson: -108.837 valid_0's l1: 10.5167
[96] valid_0's poisson: -108.843 valid_0's l1: 10.5071
[97] valid_0's poisson: -108.85 valid_0's l1: 10.4968
[98] valid_0's poisson: -108.855 valid_0's l1: 10.4837
[99] valid_0's poisson: -108.854 valid_0's l1: 10.4765
[100] valid_0's poisson: -108.841 valid_0's l1: 10.4747
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -99.4976 valid_0's l1: 19.9511
[2] valid_0's poisson: -99.5899 valid_0's l1: 17.7752
[3] valid_0's poisson: -96.3429 valid_0's l1: 17.0288
[4] valid_0's poisson: -92.8344 valid_0's l1: 16.3724
[5] valid_0's poisson: -92.9722 valid_0's l1: 15.9939
[6] valid_0's poisson: -93.9818 valid_0's l1: 15.5849
[7] valid_0's poisson: -97.6728 valid_0's l1: 15.319
[8] valid_0's poisson: -96.4109 valid_0's l1: 15.2101
[9] valid_0's poisson: -98.6764 valid_0's l1: 14.8684
[10] valid_0's poisson: -97.9666 valid_0's l1: 14.8044
[11] valid_0's poisson: -96.517 valid_0's l1: 14.556
[12] valid_0's poisson: -96.4114 valid_0's l1: 14.2021
[13] valid_0's poisson: -96.2963 valid_0's l1: 13.7207
[14] valid_0's poisson: -99.1574 valid_0's l1: 13.5661
[15] valid_0's poisson: -99.117 valid_0's l1: 13.5146
[16] valid_0's poisson: -99.3117 valid_0's l1: 13.4047
[17] valid_0's poisson: -98.8525 valid_0's l1: 13.3739
[18] valid_0's poisson: -99.7478 valid_0's l1: 13.3318
[19] valid_0's poisson: -99.5104 valid_0's l1: 13.3157
[20] valid_0's poisson: -99.9623 valid_0's l1: 13.22
[21] valid_0's poisson: -99.7522 valid_0's l1: 13.1913
[22] valid_0's poisson: -99.6235 valid_0's l1: 13.1836
[23] valid_0's poisson: -99.8463 valid_0's l1: 13.1478
[24] valid_0's poisson: -100.519 valid_0's l1: 13.0784
[25] valid_0's poisson: -99.8417 valid_0's l1: 13.0221
[26] valid_0's poisson: -99.792 valid_0's l1: 12.9954
[27] valid_0's poisson: -99.7852 valid_0's l1: 12.9864
[28] valid_0's poisson: -100.028 valid_0's l1: 12.9884
[29] valid_0's poisson: -99.9805 valid_0's l1: 12.9569
[30] valid_0's poisson: -100.099 valid_0's l1: 12.9352
[31] valid_0's poisson: -99.9901 valid_0's l1: 12.9619
[32] valid_0's poisson: -100.221 valid_0's l1: 12.8761
[33] valid_0's poisson: -100.047 valid_0's l1: 12.8681
[34] valid_0's poisson: -100.704 valid_0's l1: 12.8686
[35] valid_0's poisson: -100.318 valid_0's l1: 12.77
[36] valid_0's poisson: -100.208 valid_0's l1: 12.7508
[37] valid_0's poisson: -100.312 valid_0's l1: 12.706
[38] valid_0's poisson: -100.38 valid_0's l1: 12.6922
[39] valid_0's poisson: -100.553 valid_0's l1: 12.6275
[40] valid_0's poisson: -100.041 valid_0's l1: 12.6177
[41] valid_0's poisson: -100.182 valid_0's l1: 12.617
[42] valid_0's poisson: -100.228 valid_0's l1: 12.6079
[43] valid_0's poisson: -100.217 valid_0's l1: 12.5222
[44] valid_0's poisson: -100.252 valid_0's l1: 12.5196
[45] valid_0's poisson: -100.321 valid_0's l1: 12.5278
[46] valid_0's poisson: -100.764 valid_0's l1: 12.4999
[47] valid_0's poisson: -100.353 valid_0's l1: 12.5351
[48] valid_0's poisson: -100.56 valid_0's l1: 12.5305
[49] valid_0's poisson: -100.586 valid_0's l1: 12.5274
[50] valid_0's poisson: -100.954 valid_0's l1: 12.5253
[51] valid_0's poisson: -100.965 valid_0's l1: 12.5126
[52] valid_0's poisson: -100.588 valid_0's l1: 12.4919
[53] valid_0's poisson: -100.372 valid_0's l1: 12.4764
[54] valid_0's poisson: -100.561 valid_0's l1: 12.474
[55] valid_0's poisson: -100.566 valid_0's l1: 12.4674
[56] valid_0's poisson: -100.629 valid_0's l1: 12.4526
[57] valid_0's poisson: -100.26 valid_0's l1: 12.4384
[58] valid_0's poisson: -100.243 valid_0's l1: 12.427
[59] valid_0's poisson: -100.228 valid_0's l1: 12.4326
[60] valid_0's poisson: -100.298 valid_0's l1: 12.4184
[61] valid_0's poisson: -100.171 valid_0's l1: 12.418
[62] valid_0's poisson: -100.279 valid_0's l1: 12.368
[63] valid_0's poisson: -99.8936 valid_0's l1: 12.3203
[64] valid_0's poisson: -100.241 valid_0's l1: 12.2824
[65] valid_0's poisson: -100.142 valid_0's l1: 12.2709
[66] valid_0's poisson: -100.059 valid_0's l1: 12.26
[67] valid_0's poisson: -100.116 valid_0's l1: 12.2513
[68] valid_0's poisson: -100.1 valid_0's l1: 12.237
[69] valid_0's poisson: -100.693 valid_0's l1: 12.2068
[70] valid_0's poisson: -100.154 valid_0's l1: 12.2144
[71] valid_0's poisson: -100.217 valid_0's l1: 12.2076
[72] valid_0's poisson: -100.247 valid_0's l1: 12.2118
[73] valid_0's poisson: -100.406 valid_0's l1: 12.2027
[74] valid_0's poisson: -100.492 valid_0's l1: 12.1941
[75] valid_0's poisson: -100.578 valid_0's l1: 12.1621
[76] valid_0's poisson: -100.501 valid_0's l1: 12.1464
[77] valid_0's poisson: -100.559 valid_0's l1: 12.1388
[78] valid_0's poisson: -100.834 valid_0's l1: 12.0958
[79] valid_0's poisson: -101.107 valid_0's l1: 12.0912
[80] valid_0's poisson: -100.994 valid_0's l1: 12.0728
[81] valid_0's poisson: -100.956 valid_0's l1: 12.0593
[82] valid_0's poisson: -100.961 valid_0's l1: 12.0582
[83] valid_0's poisson: -100.84 valid_0's l1: 12.1095
[84] valid_0's poisson: -101.279 valid_0's l1: 12.0902
[85] valid_0's poisson: -100.856 valid_0's l1: 12.1012
[86] valid_0's poisson: -100.961 valid_0's l1: 12.0911
[87] valid_0's poisson: -100.885 valid_0's l1: 12.0933
[88] valid_0's poisson: -100.822 valid_0's l1: 12.0944
[89] valid_0's poisson: -100.818 valid_0's l1: 12.1014
[90] valid_0's poisson: -100.798 valid_0's l1: 12.0945
[91] valid_0's poisson: -100.822 valid_0's l1: 12.0929
[92] valid_0's poisson: -100.878 valid_0's l1: 12.0852
[93] valid_0's poisson: -101.182 valid_0's l1: 12.0798
[94] valid_0's poisson: -101.117 valid_0's l1: 12.0752
[95] valid_0's poisson: -101.062 valid_0's l1: 12.0752
[96] valid_0's poisson: -101.057 valid_0's l1: 12.0751
[97] valid_0's poisson: -101.138 valid_0's l1: 12.0689
[98] valid_0's poisson: -101.081 valid_0's l1: 12.0718
[99] valid_0's poisson: -100.998 valid_0's l1: 12.049
[100] valid_0's poisson: -101.004 valid_0's l1: 12.0506
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -99.4983 valid_0's l1: 20.0463
[2] valid_0's poisson: -96.8485 valid_0's l1: 18.9205
[3] valid_0's poisson: -89.891 valid_0's l1: 18.0272
[4] valid_0's poisson: -91.2921 valid_0's l1: 16.9498
[5] valid_0's poisson: -93.3135 valid_0's l1: 16.3134
[6] valid_0's poisson: -94.4964 valid_0's l1: 16.0634
[7] valid_0's poisson: -93.8992 valid_0's l1: 15.9174
[8] valid_0's poisson: -95.2054 valid_0's l1: 15.6162
[9] valid_0's poisson: -94.9384 valid_0's l1: 14.8087
[10] valid_0's poisson: -96.3344 valid_0's l1: 14.6755
[11] valid_0's poisson: -98.361 valid_0's l1: 14.5376
[12] valid_0's poisson: -97.0695 valid_0's l1: 14.376
[13] valid_0's poisson: -96.6319 valid_0's l1: 14.302
[14] valid_0's poisson: -96.9648 valid_0's l1: 14.3163
[15] valid_0's poisson: -96.6018 valid_0's l1: 14.2881
[16] valid_0's poisson: -96.4372 valid_0's l1: 13.954
[17] valid_0's poisson: -96.6841 valid_0's l1: 13.5365
[18] valid_0's poisson: -96.6511 valid_0's l1: 13.4884
[19] valid_0's poisson: -97.2375 valid_0's l1: 13.4455
[20] valid_0's poisson: -97.7181 valid_0's l1: 13.4302
[21] valid_0's poisson: -97.6204 valid_0's l1: 13.3877
[22] valid_0's poisson: -98.5169 valid_0's l1: 13.2885
[23] valid_0's poisson: -98.4265 valid_0's l1: 13.2413
[24] valid_0's poisson: -98.536 valid_0's l1: 13.1614
[25] valid_0's poisson: -98.8035 valid_0's l1: 13.113
[26] valid_0's poisson: -98.911 valid_0's l1: 13.0836
[27] valid_0's poisson: -98.9226 valid_0's l1: 13.0849
[28] valid_0's poisson: -98.5558 valid_0's l1: 13.0465
[29] valid_0's poisson: -98.4072 valid_0's l1: 13.0182
[30] valid_0's poisson: -97.7553 valid_0's l1: 12.946
[31] valid_0's poisson: -97.9605 valid_0's l1: 12.9093
[32] valid_0's poisson: -98.1244 valid_0's l1: 12.815
[33] valid_0's poisson: -98.1514 valid_0's l1: 12.8039
[34] valid_0's poisson: -97.8339 valid_0's l1: 12.8051
[35] valid_0's poisson: -98.5025 valid_0's l1: 12.7061
[36] valid_0's poisson: -98.9118 valid_0's l1: 12.6848
[37] valid_0's poisson: -99.5206 valid_0's l1: 12.6538
[38] valid_0's poisson: -99.3675 valid_0's l1: 12.6581
[39] valid_0's poisson: -99.3069 valid_0's l1: 12.6444
[40] valid_0's poisson: -100.216 valid_0's l1: 12.5743
[41] valid_0's poisson: -99.3788 valid_0's l1: 12.5699
[42] valid_0's poisson: -98.6819 valid_0's l1: 12.551
[43] valid_0's poisson: -98.6713 valid_0's l1: 12.549
[44] valid_0's poisson: -98.558 valid_0's l1: 12.5411
[45] valid_0's poisson: -98.6174 valid_0's l1: 12.5305
[46] valid_0's poisson: -98.7654 valid_0's l1: 12.4921
[47] valid_0's poisson: -99.5286 valid_0's l1: 12.3764
[48] valid_0's poisson: -100.536 valid_0's l1: 12.3432
[49] valid_0's poisson: -100.214 valid_0's l1: 12.3281
[50] valid_0's poisson: -100.456 valid_0's l1: 12.309
[51] valid_0's poisson: -100.489 valid_0's l1: 12.2951
[52] valid_0's poisson: -100.26 valid_0's l1: 12.2949
[53] valid_0's poisson: -100.505 valid_0's l1: 12.2784
[54] valid_0's poisson: -99.837 valid_0's l1: 12.2289
[55] valid_0's poisson: -99.4272 valid_0's l1: 12.1955
[56] valid_0's poisson: -100.207 valid_0's l1: 12.1665
[57] valid_0's poisson: -100.469 valid_0's l1: 12.1841
[58] valid_0's poisson: -100.529 valid_0's l1: 12.157
[59] valid_0's poisson: -100.936 valid_0's l1: 12.1371
[60] valid_0's poisson: -100.955 valid_0's l1: 12.1222
[61] valid_0's poisson: -101.5 valid_0's l1: 12.1169
[62] valid_0's poisson: -101.789 valid_0's l1: 12.0828
[63] valid_0's poisson: -101.447 valid_0's l1: 12.0549
[64] valid_0's poisson: -101.345 valid_0's l1: 12.0618
[65] valid_0's poisson: -101.707 valid_0's l1: 12.0373
[66] valid_0's poisson: -101.418 valid_0's l1: 12.0386
[67] valid_0's poisson: -101.419 valid_0's l1: 12.0327
[68] valid_0's poisson: -101.4 valid_0's l1: 12.0297
[69] valid_0's poisson: -101.17 valid_0's l1: 12.0005
[70] valid_0's poisson: -101.135 valid_0's l1: 11.9802
[71] valid_0's poisson: -101.118 valid_0's l1: 11.9779
[72] valid_0's poisson: -101.19 valid_0's l1: 12.0196
[73] valid_0's poisson: -101.238 valid_0's l1: 12.0137
[74] valid_0's poisson: -101.266 valid_0's l1: 11.9943
[75] valid_0's poisson: -100.98 valid_0's l1: 11.9935
[76] valid_0's poisson: -101.063 valid_0's l1: 11.9935
[77] valid_0's poisson: -101.084 valid_0's l1: 11.9807
[78] valid_0's poisson: -101.335 valid_0's l1: 11.9795
[79] valid_0's poisson: -101.463 valid_0's l1: 11.9739
[80] valid_0's poisson: -101.755 valid_0's l1: 11.9732
[81] valid_0's poisson: -101.673 valid_0's l1: 11.9732
[82] valid_0's poisson: -101.829 valid_0's l1: 11.9695
[83] valid_0's poisson: -101.828 valid_0's l1: 11.9682
[84] valid_0's poisson: -101.671 valid_0's l1: 11.9684
[85] valid_0's poisson: -101.218 valid_0's l1: 11.9435
[86] valid_0's poisson: -101.395 valid_0's l1: 11.9121
[87] valid_0's poisson: -101.219 valid_0's l1: 11.9034
[88] valid_0's poisson: -101.355 valid_0's l1: 11.8886
[89] valid_0's poisson: -101.402 valid_0's l1: 11.8671
[90] valid_0's poisson: -101.419 valid_0's l1: 11.851
[91] valid_0's poisson: -101.437 valid_0's l1: 11.8463
[92] valid_0's poisson: -101.222 valid_0's l1: 11.8528
[93] valid_0's poisson: -101.267 valid_0's l1: 11.8357
[94] valid_0's poisson: -101.282 valid_0's l1: 11.8306
[95] valid_0's poisson: -101.24 valid_0's l1: 11.8187
[96] valid_0's poisson: -101.265 valid_0's l1: 11.8077
[97] valid_0's poisson: -101.245 valid_0's l1: 11.8055
[98] valid_0's poisson: -101.105 valid_0's l1: 11.8058
[99] valid_0's poisson: -101.261 valid_0's l1: 11.7842
[100] valid_0's poisson: -101.235 valid_0's l1: 11.7845
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -99.7316 valid_0's l1: 19.9419
[2] valid_0's poisson: -99.4579 valid_0's l1: 17.523
[3] valid_0's poisson: -100.822 valid_0's l1: 17.2102
[4] valid_0's poisson: -97.1382 valid_0's l1: 16.6969
[5] valid_0's poisson: -97.8519 valid_0's l1: 16.4919
[6] valid_0's poisson: -94.0024 valid_0's l1: 16.0446
[7] valid_0's poisson: -96.2319 valid_0's l1: 15.7004
[8] valid_0's poisson: -100.547 valid_0's l1: 15.3636
[9] valid_0's poisson: -99.5046 valid_0's l1: 15.0514
[10] valid_0's poisson: -99.508 valid_0's l1: 14.9248
[11] valid_0's poisson: -98.2312 valid_0's l1: 14.7188
[12] valid_0's poisson: -99.9533 valid_0's l1: 14.3098
[13] valid_0's poisson: -99.6815 valid_0's l1: 14.1838
[14] valid_0's poisson: -99.5641 valid_0's l1: 14.0139
[15] valid_0's poisson: -100.273 valid_0's l1: 13.7384
[16] valid_0's poisson: -99.7834 valid_0's l1: 13.2192
[17] valid_0's poisson: -100.239 valid_0's l1: 13.047
[18] valid_0's poisson: -100.371 valid_0's l1: 12.9793
[19] valid_0's poisson: -100.688 valid_0's l1: 12.949
[20] valid_0's poisson: -100.509 valid_0's l1: 12.937
[21] valid_0's poisson: -101.007 valid_0's l1: 12.9151
[22] valid_0's poisson: -100.969 valid_0's l1: 12.8833
[23] valid_0's poisson: -101.101 valid_0's l1: 12.8652
[24] valid_0's poisson: -101.244 valid_0's l1: 12.7713
[25] valid_0's poisson: -101.236 valid_0's l1: 12.7694
[26] valid_0's poisson: -101.354 valid_0's l1: 12.7417
[27] valid_0's poisson: -101.259 valid_0's l1: 12.7431
[28] valid_0's poisson: -101.098 valid_0's l1: 12.717
[29] valid_0's poisson: -101.19 valid_0's l1: 12.6778
[30] valid_0's poisson: -100.944 valid_0's l1: 12.6609
[31] valid_0's poisson: -100.956 valid_0's l1: 12.648
[32] valid_0's poisson: -101.381 valid_0's l1: 12.6048
[33] valid_0's poisson: -101.113 valid_0's l1: 12.5283
[34] valid_0's poisson: -101.235 valid_0's l1: 12.5103
[35] valid_0's poisson: -101.124 valid_0's l1: 12.504
[36] valid_0's poisson: -101.093 valid_0's l1: 12.4963
[37] valid_0's poisson: -101.161 valid_0's l1: 12.4974
[38] valid_0's poisson: -101.262 valid_0's l1: 12.4274
[39] valid_0's poisson: -101.449 valid_0's l1: 12.4045
[40] valid_0's poisson: -101.915 valid_0's l1: 12.3221
[41] valid_0's poisson: -102.193 valid_0's l1: 12.2836
[42] valid_0's poisson: -102.091 valid_0's l1: 12.2703
[43] valid_0's poisson: -102.131 valid_0's l1: 12.2625
[44] valid_0's poisson: -102.259 valid_0's l1: 12.2607
[45] valid_0's poisson: -102.241 valid_0's l1: 12.2627
[46] valid_0's poisson: -102.249 valid_0's l1: 12.2505
[47] valid_0's poisson: -101.989 valid_0's l1: 12.2128
[48] valid_0's poisson: -102.211 valid_0's l1: 12.2027
[49] valid_0's poisson: -102.578 valid_0's l1: 12.0842
[50] valid_0's poisson: -102.637 valid_0's l1: 12.0706
[51] valid_0's poisson: -102.552 valid_0's l1: 12.0737
[52] valid_0's poisson: -102.545 valid_0's l1: 12.069
[53] valid_0's poisson: -102.567 valid_0's l1: 12.0753
[54] valid_0's poisson: -102.284 valid_0's l1: 12.0504
[55] valid_0's poisson: -102.391 valid_0's l1: 12.0162
[56] valid_0's poisson: -102.336 valid_0's l1: 12.0034
[57] valid_0's poisson: -102.397 valid_0's l1: 11.9579
[58] valid_0's poisson: -102.546 valid_0's l1: 11.9326
[59] valid_0's poisson: -102.634 valid_0's l1: 11.9112
[60] valid_0's poisson: -102.361 valid_0's l1: 11.9099
[61] valid_0's poisson: -102.716 valid_0's l1: 11.9037
[62] valid_0's poisson: -102.76 valid_0's l1: 11.8726
[63] valid_0's poisson: -103.282 valid_0's l1: 11.8284
[64] valid_0's poisson: -103.366 valid_0's l1: 11.8092
[65] valid_0's poisson: -103.249 valid_0's l1: 11.8209
[66] valid_0's poisson: -103.012 valid_0's l1: 11.7948
[67] valid_0's poisson: -102.644 valid_0's l1: 11.7599
[68] valid_0's poisson: -102.575 valid_0's l1: 11.7598
[69] valid_0's poisson: -102.632 valid_0's l1: 11.7563
[70] valid_0's poisson: -102.55 valid_0's l1: 11.7713
[71] valid_0's poisson: -102.449 valid_0's l1: 11.7644
[72] valid_0's poisson: -102.423 valid_0's l1: 11.7659
[73] valid_0's poisson: -103.013 valid_0's l1: 11.7619
[74] valid_0's poisson: -103.103 valid_0's l1: 11.7609
[75] valid_0's poisson: -102.939 valid_0's l1: 11.7602
[76] valid_0's poisson: -103.219 valid_0's l1: 11.7395
[77] valid_0's poisson: -103.263 valid_0's l1: 11.7352
[78] valid_0's poisson: -103.28 valid_0's l1: 11.734
[79] valid_0's poisson: -103.168 valid_0's l1: 11.7316
[80] valid_0's poisson: -103.176 valid_0's l1: 11.7307
[81] valid_0's poisson: -103.188 valid_0's l1: 11.7396
[82] valid_0's poisson: -103.363 valid_0's l1: 11.7278
[83] valid_0's poisson: -103.557 valid_0's l1: 11.7302
[84] valid_0's poisson: -103.351 valid_0's l1: 11.7168
[85] valid_0's poisson: -103.26 valid_0's l1: 11.7109
[86] valid_0's poisson: -103.463 valid_0's l1: 11.6549
[87] valid_0's poisson: -103.254 valid_0's l1: 11.6407
[88] valid_0's poisson: -103.177 valid_0's l1: 11.6403
[89] valid_0's poisson: -103.311 valid_0's l1: 11.6413
[90] valid_0's poisson: -103.202 valid_0's l1: 11.6396
[91] valid_0's poisson: -103.175 valid_0's l1: 11.6303
[92] valid_0's poisson: -103.155 valid_0's l1: 11.6066
[93] valid_0's poisson: -103.089 valid_0's l1: 11.6064
[94] valid_0's poisson: -103.091 valid_0's l1: 11.6074
[95] valid_0's poisson: -103.057 valid_0's l1: 11.6079
[96] valid_0's poisson: -103.021 valid_0's l1: 11.6262
[97] valid_0's poisson: -103.327 valid_0's l1: 11.6147
[98] valid_0's poisson: -103.116 valid_0's l1: 11.6157
[99] valid_0's poisson: -103.076 valid_0's l1: 11.6085
[100] valid_0's poisson: -102.944 valid_0's l1: 11.6025
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -99.6205 valid_0's l1: 19.9315
[2] valid_0's poisson: -97.3054 valid_0's l1: 17.7043
[3] valid_0's poisson: -96.1952 valid_0's l1: 17.3242
[4] valid_0's poisson: -95.3428 valid_0's l1: 16.6168
[5] valid_0's poisson: -88.8449 valid_0's l1: 15.9567
[6] valid_0's poisson: -92.3329 valid_0's l1: 15.4079
[7] valid_0's poisson: -99.2339 valid_0's l1: 15.1474
[8] valid_0's poisson: -98.1607 valid_0's l1: 14.8628
[9] valid_0's poisson: -97.9702 valid_0's l1: 14.6985
[10] valid_0's poisson: -97.5735 valid_0's l1: 14.5396
[11] valid_0's poisson: -99.3178 valid_0's l1: 14.3262
[12] valid_0's poisson: -99.4361 valid_0's l1: 14.2728
[13] valid_0's poisson: -98.0981 valid_0's l1: 13.6203
[14] valid_0's poisson: -97.8472 valid_0's l1: 13.5398
[15] valid_0's poisson: -97.9607 valid_0's l1: 13.457
[16] valid_0's poisson: -97.3323 valid_0's l1: 13.4131
[17] valid_0's poisson: -97.7562 valid_0's l1: 13.3409
[18] valid_0's poisson: -97.7556 valid_0's l1: 13.3252
[19] valid_0's poisson: -98.4088 valid_0's l1: 13.3052
[20] valid_0's poisson: -98.13 valid_0's l1: 13.2468
[21] valid_0's poisson: -97.4734 valid_0's l1: 13.2222
[22] valid_0's poisson: -98.2357 valid_0's l1: 13.1708
[23] valid_0's poisson: -97.6942 valid_0's l1: 13.0285
[24] valid_0's poisson: -98.2343 valid_0's l1: 13.0051
[25] valid_0's poisson: -98.9672 valid_0's l1: 12.9571
[26] valid_0's poisson: -98.9217 valid_0's l1: 12.9455
[27] valid_0's poisson: -100.889 valid_0's l1: 12.8046
[28] valid_0's poisson: -100.024 valid_0's l1: 12.7665
[29] valid_0's poisson: -100.225 valid_0's l1: 12.7216
[30] valid_0's poisson: -100.748 valid_0's l1: 12.6751
[31] valid_0's poisson: -100.694 valid_0's l1: 12.6755
[32] valid_0's poisson: -101.24 valid_0's l1: 12.6872
[33] valid_0's poisson: -101.177 valid_0's l1: 12.6585
[34] valid_0's poisson: -100.947 valid_0's l1: 12.6363
[35] valid_0's poisson: -100.797 valid_0's l1: 12.638
[36] valid_0's poisson: -100.734 valid_0's l1: 12.6639
[37] valid_0's poisson: -101.041 valid_0's l1: 12.6256
[38] valid_0's poisson: -100.759 valid_0's l1: 12.6103
[39] valid_0's poisson: -100.904 valid_0's l1: 12.5756
[40] valid_0's poisson: -101.142 valid_0's l1: 12.5099
[41] valid_0's poisson: -101.286 valid_0's l1: 12.51
[42] valid_0's poisson: -100.419 valid_0's l1: 12.4532
[43] valid_0's poisson: -100.407 valid_0's l1: 12.4367
[44] valid_0's poisson: -100.362 valid_0's l1: 12.438
[45] valid_0's poisson: -100.986 valid_0's l1: 12.4181
[46] valid_0's poisson: -100.607 valid_0's l1: 12.3664
[47] valid_0's poisson: -100.713 valid_0's l1: 12.3504
[48] valid_0's poisson: -100.684 valid_0's l1: 12.3318
[49] valid_0's poisson: -100.707 valid_0's l1: 12.3079
[50] valid_0's poisson: -101.181 valid_0's l1: 12.293
[51] valid_0's poisson: -100.761 valid_0's l1: 12.2777
[52] valid_0's poisson: -100.908 valid_0's l1: 12.2359
[53] valid_0's poisson: -100.679 valid_0's l1: 12.2285
[54] valid_0's poisson: -100.833 valid_0's l1: 12.1942
[55] valid_0's poisson: -100.918 valid_0's l1: 12.1812
[56] valid_0's poisson: -100.951 valid_0's l1: 12.1864
[57] valid_0's poisson: -101.015 valid_0's l1: 12.1866
[58] valid_0's poisson: -100.995 valid_0's l1: 12.1753
[59] valid_0's poisson: -100.938 valid_0's l1: 12.1631
[60] valid_0's poisson: -100.988 valid_0's l1: 12.2217
[61] valid_0's poisson: -101.108 valid_0's l1: 12.1975
[62] valid_0's poisson: -101.116 valid_0's l1: 12.0919
[63] valid_0's poisson: -101.311 valid_0's l1: 12.0846
[64] valid_0's poisson: -101.125 valid_0's l1: 12.0669
[65] valid_0's poisson: -101.188 valid_0's l1: 12.0415
[66] valid_0's poisson: -101.088 valid_0's l1: 12.0436
[67] valid_0's poisson: -101.04 valid_0's l1: 12.0826
[68] valid_0's poisson: -101.129 valid_0's l1: 12.0856
[69] valid_0's poisson: -101.276 valid_0's l1: 12.0804
[70] valid_0's poisson: -101.201 valid_0's l1: 12.0099
[71] valid_0's poisson: -101.263 valid_0's l1: 11.9765
[72] valid_0's poisson: -101.049 valid_0's l1: 11.9748
[73] valid_0's poisson: -100.937 valid_0's l1: 11.9735
[74] valid_0's poisson: -100.829 valid_0's l1: 11.9833
[75] valid_0's poisson: -100.832 valid_0's l1: 11.9735
[76] valid_0's poisson: -100.81 valid_0's l1: 11.9726
[77] valid_0's poisson: -100.977 valid_0's l1: 11.9632
[78] valid_0's poisson: -101.143 valid_0's l1: 11.9646
[79] valid_0's poisson: -101.262 valid_0's l1: 11.9651
[80] valid_0's poisson: -100.991 valid_0's l1: 11.9624
[81] valid_0's poisson: -101.013 valid_0's l1: 11.9636
[82] valid_0's poisson: -100.902 valid_0's l1: 11.957
[83] valid_0's poisson: -100.912 valid_0's l1: 11.9496
[84] valid_0's poisson: -100.863 valid_0's l1: 11.9577
[85] valid_0's poisson: -100.919 valid_0's l1: 11.9424
[86] valid_0's poisson: -100.893 valid_0's l1: 11.9449
[87] valid_0's poisson: -100.904 valid_0's l1: 11.9395
[88] valid_0's poisson: -100.969 valid_0's l1: 11.9345
[89] valid_0's poisson: -100.496 valid_0's l1: 11.8769
[90] valid_0's poisson: -100.724 valid_0's l1: 11.8716
[91] valid_0's poisson: -101.313 valid_0's l1: 11.8328
[92] valid_0's poisson: -101.342 valid_0's l1: 11.8254
[93] valid_0's poisson: -101.318 valid_0's l1: 11.8095
[94] valid_0's poisson: -101.409 valid_0's l1: 11.8119
[95] valid_0's poisson: -101.396 valid_0's l1: 11.8028
[96] valid_0's poisson: -101.507 valid_0's l1: 11.8177
[97] valid_0's poisson: -101.545 valid_0's l1: 11.812
[98] valid_0's poisson: -101.424 valid_0's l1: 11.8113
[99] valid_0's poisson: -101.475 valid_0's l1: 11.8143
[100] valid_0's poisson: -101.463 valid_0's l1: 11.8221
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -99.5524 valid_0's l1: 19.9488
[2] valid_0's poisson: -98.7173 valid_0's l1: 17.5529
[3] valid_0's poisson: -94.2675 valid_0's l1: 16.8472
[4] valid_0's poisson: -93.3687 valid_0's l1: 16.4097
[5] valid_0's poisson: -99.0716 valid_0's l1: 15.8268
[6] valid_0's poisson: -99.0814 valid_0's l1: 15.6234
[7] valid_0's poisson: -96.3705 valid_0's l1: 15.3964
[8] valid_0's poisson: -98.266 valid_0's l1: 15.2284
[9] valid_0's poisson: -97.5277 valid_0's l1: 15.147
[10] valid_0's poisson: -94.5048 valid_0's l1: 14.7355
[11] valid_0's poisson: -96.359 valid_0's l1: 14.5939
[12] valid_0's poisson: -96.1343 valid_0's l1: 14.5631
[13] valid_0's poisson: -96.5924 valid_0's l1: 14.4525
[14] valid_0's poisson: -100.412 valid_0's l1: 13.9754
[15] valid_0's poisson: -100.469 valid_0's l1: 13.8679
[16] valid_0's poisson: -100.566 valid_0's l1: 13.8626
[17] valid_0's poisson: -100.208 valid_0's l1: 13.8493
[18] valid_0's poisson: -99.6914 valid_0's l1: 13.7546
[19] valid_0's poisson: -99.6731 valid_0's l1: 13.754
[20] valid_0's poisson: -99.5278 valid_0's l1: 13.7691
[21] valid_0's poisson: -100.231 valid_0's l1: 13.7226
[22] valid_0's poisson: -99.7952 valid_0's l1: 13.6696
[23] valid_0's poisson: -99.8092 valid_0's l1: 13.6297
[24] valid_0's poisson: -98.9596 valid_0's l1: 13.5289
[25] valid_0's poisson: -99.4493 valid_0's l1: 13.498
[26] valid_0's poisson: -99.6299 valid_0's l1: 13.3679
[27] valid_0's poisson: -99.9224 valid_0's l1: 13.3582
[28] valid_0's poisson: -99.7364 valid_0's l1: 13.3141
[29] valid_0's poisson: -99.4989 valid_0's l1: 13.2746
[30] valid_0's poisson: -99.9187 valid_0's l1: 13.256
[31] valid_0's poisson: -100.008 valid_0's l1: 13.1678
[32] valid_0's poisson: -100.067 valid_0's l1: 13.1402
[33] valid_0's poisson: -100.428 valid_0's l1: 12.897
[34] valid_0's poisson: -100.893 valid_0's l1: 12.8475
[35] valid_0's poisson: -100.436 valid_0's l1: 12.8421
[36] valid_0's poisson: -100.741 valid_0's l1: 12.8349
[37] valid_0's poisson: -100.356 valid_0's l1: 12.8128
[38] valid_0's poisson: -100.845 valid_0's l1: 12.753
[39] valid_0's poisson: -100.868 valid_0's l1: 12.7133
[40] valid_0's poisson: -100.85 valid_0's l1: 12.6718
[41] valid_0's poisson: -101.318 valid_0's l1: 12.6458
[42] valid_0's poisson: -101.08 valid_0's l1: 12.6028
[43] valid_0's poisson: -100.529 valid_0's l1: 12.6114
[44] valid_0's poisson: -100.436 valid_0's l1: 12.547
[45] valid_0's poisson: -100.371 valid_0's l1: 12.5295
[46] valid_0's poisson: -100.453 valid_0's l1: 12.5142
[47] valid_0's poisson: -100.501 valid_0's l1: 12.4735
[48] valid_0's poisson: -100.4 valid_0's l1: 12.4763
[49] valid_0's poisson: -100.537 valid_0's l1: 12.474
[50] valid_0's poisson: -100.451 valid_0's l1: 12.4756
[51] valid_0's poisson: -100.349 valid_0's l1: 12.4737
[52] valid_0's poisson: -100.611 valid_0's l1: 12.4006
[53] valid_0's poisson: -100.73 valid_0's l1: 12.3963
[54] valid_0's poisson: -100.985 valid_0's l1: 12.3645
[55] valid_0's poisson: -100.795 valid_0's l1: 12.3285
[56] valid_0's poisson: -100.905 valid_0's l1: 12.3397
[57] valid_0's poisson: -100.897 valid_0's l1: 12.3255
[58] valid_0's poisson: -100.99 valid_0's l1: 12.3433
[59] valid_0's poisson: -100.534 valid_0's l1: 12.3571
[60] valid_0's poisson: -100.797 valid_0's l1: 12.3583
[61] valid_0's poisson: -100.765 valid_0's l1: 12.3552
[62] valid_0's poisson: -100.596 valid_0's l1: 12.3586
[63] valid_0's poisson: -100.669 valid_0's l1: 12.3404
[64] valid_0's poisson: -100.632 valid_0's l1: 12.3326
[65] valid_0's poisson: -100.867 valid_0's l1: 12.3141
[66] valid_0's poisson: -100.872 valid_0's l1: 12.2695
[67] valid_0's poisson: -100.871 valid_0's l1: 12.2737
[68] valid_0's poisson: -100.919 valid_0's l1: 12.2708
[69] valid_0's poisson: -100.919 valid_0's l1: 12.2659
[70] valid_0's poisson: -100.865 valid_0's l1: 12.2556
[71] valid_0's poisson: -100.759 valid_0's l1: 12.2652
[72] valid_0's poisson: -100.706 valid_0's l1: 12.2674
[73] valid_0's poisson: -100.704 valid_0's l1: 12.2626
[74] valid_0's poisson: -100.533 valid_0's l1: 12.2435
[75] valid_0's poisson: -100.474 valid_0's l1: 12.2442
[76] valid_0's poisson: -100.613 valid_0's l1: 12.236
[77] valid_0's poisson: -100.67 valid_0's l1: 12.2562
[78] valid_0's poisson: -100.643 valid_0's l1: 12.2641
[79] valid_0's poisson: -100.76 valid_0's l1: 12.2505
[80] valid_0's poisson: -100.759 valid_0's l1: 12.2486
[81] valid_0's poisson: -100.688 valid_0's l1: 12.2501
[82] valid_0's poisson: -100.703 valid_0's l1: 12.2524
[83] valid_0's poisson: -100.752 valid_0's l1: 12.2514
[84] valid_0's poisson: -101.145 valid_0's l1: 12.2156
[85] valid_0's poisson: -100.513 valid_0's l1: 12.0924
[86] valid_0's poisson: -100.738 valid_0's l1: 12.0934
[87] valid_0's poisson: -100.86 valid_0's l1: 12.0485
[88] valid_0's poisson: -100.545 valid_0's l1: 12.0404
[89] valid_0's poisson: -100.378 valid_0's l1: 12.0435
[90] valid_0's poisson: -100.333 valid_0's l1: 12.0332
[91] valid_0's poisson: -100.407 valid_0's l1: 12.0405
[92] valid_0's poisson: -100.317 valid_0's l1: 12.0399
[93] valid_0's poisson: -100.334 valid_0's l1: 12.0414
[94] valid_0's poisson: -100.271 valid_0's l1: 12.0372
[95] valid_0's poisson: -100.352 valid_0's l1: 12.0181
[96] valid_0's poisson: -100.522 valid_0's l1: 12.0069
[97] valid_0's poisson: -100.559 valid_0's l1: 12.0211
[98] valid_0's poisson: -100.942 valid_0's l1: 12.0457
[99] valid_0's poisson: -101.017 valid_0's l1: 12.0359
[100] valid_0's poisson: -101.025 valid_0's l1: 12.0313
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.603 valid_0's l1: 29.2795
[2] valid_0's poisson: -80.8214 valid_0's l1: 29.2026
[3] valid_0's poisson: -81.0365 valid_0's l1: 29.1259
[4] valid_0's poisson: -81.2485 valid_0's l1: 29.0495
[5] valid_0's poisson: -81.4573 valid_0's l1: 28.9735
[6] valid_0's poisson: -81.663 valid_0's l1: 28.8977
[7] valid_0's poisson: -81.866 valid_0's l1: 28.8223
[8] valid_0's poisson: -82.0719 valid_0's l1: 28.7466
[9] valid_0's poisson: -82.2746 valid_0's l1: 28.6713
[10] valid_0's poisson: -82.4766 valid_0's l1: 28.5953
[11] valid_0's poisson: -82.6757 valid_0's l1: 28.5196
[12] valid_0's poisson: -82.8695 valid_0's l1: 28.4452
[13] valid_0's poisson: -83.0608 valid_0's l1: 28.3709
[14] valid_0's poisson: -83.2513 valid_0's l1: 28.2961
[15] valid_0's poisson: -83.4368 valid_0's l1: 28.2225
[16] valid_0's poisson: -83.6142 valid_0's l1: 28.1503
[17] valid_0's poisson: -83.7987 valid_0's l1: 28.0766
[18] valid_0's poisson: -83.9797 valid_0's l1: 28.0037
[19] valid_0's poisson: -84.1592 valid_0's l1: 27.9309
[20] valid_0's poisson: -84.3379 valid_0's l1: 27.8575
[21] valid_0's poisson: -84.5114 valid_0's l1: 27.7856
[22] valid_0's poisson: -84.6825 valid_0's l1: 27.7141
[23] valid_0's poisson: -84.8531 valid_0's l1: 27.6421
[24] valid_0's poisson: -85.0133 valid_0's l1: 27.5727
[25] valid_0's poisson: -85.1884 valid_0's l1: 27.4997
[26] valid_0's poisson: -85.3609 valid_0's l1: 27.4272
[27] valid_0's poisson: -85.5219 valid_0's l1: 27.3577
[28] valid_0's poisson: -85.689 valid_0's l1: 27.2865
[29] valid_0's poisson: -85.8539 valid_0's l1: 27.2159
[30] valid_0's poisson: -86.0181 valid_0's l1: 27.1459
[31] valid_0's poisson: -86.1804 valid_0's l1: 27.0759
[32] valid_0's poisson: -86.3337 valid_0's l1: 27.0084
[33] valid_0's poisson: -86.4849 valid_0's l1: 26.9411
[34] valid_0's poisson: -86.6408 valid_0's l1: 26.8724
[35] valid_0's poisson: -86.7945 valid_0's l1: 26.804
[36] valid_0's poisson: -86.9474 valid_0's l1: 26.7356
[37] valid_0's poisson: -87.0974 valid_0's l1: 26.6682
[38] valid_0's poisson: -87.2392 valid_0's l1: 26.6031
[39] valid_0's poisson: -87.3797 valid_0's l1: 26.5384
[40] valid_0's poisson: -87.5184 valid_0's l1: 26.474
[41] valid_0's poisson: -87.655 valid_0's l1: 26.4098
[42] valid_0's poisson: -87.789 valid_0's l1: 26.3467
[43] valid_0's poisson: -87.9213 valid_0's l1: 26.284
[44] valid_0's poisson: -88.0574 valid_0's l1: 26.2198
[45] valid_0's poisson: -88.1859 valid_0's l1: 26.1579
[46] valid_0's poisson: -88.3183 valid_0's l1: 26.0941
[47] valid_0's poisson: -88.4493 valid_0's l1: 26.031
[48] valid_0's poisson: -88.5812 valid_0's l1: 25.9681
[49] valid_0's poisson: -88.7012 valid_0's l1: 25.9085
[50] valid_0's poisson: -88.82 valid_0's l1: 25.8489
[51] valid_0's poisson: -88.942 valid_0's l1: 25.788
[52] valid_0's poisson: -89.0724 valid_0's l1: 25.7246
[53] valid_0's poisson: -89.1919 valid_0's l1: 25.6643
[54] valid_0's poisson: -89.308 valid_0's l1: 25.6051
[55] valid_0's poisson: -89.4322 valid_0's l1: 25.5435
[56] valid_0's poisson: -89.555 valid_0's l1: 25.482
[57] valid_0's poisson: -89.6633 valid_0's l1: 25.4252
[58] valid_0's poisson: -89.7767 valid_0's l1: 25.3663
[59] valid_0's poisson: -89.9086 valid_0's l1: 25.3034
[60] valid_0's poisson: -90.0249 valid_0's l1: 25.2436
[61] valid_0's poisson: -90.1462 valid_0's l1: 25.1838
[62] valid_0's poisson: -90.267 valid_0's l1: 25.1235
[63] valid_0's poisson: -90.3862 valid_0's l1: 25.0634
[64] valid_0's poisson: -90.5076 valid_0's l1: 25.0028
[65] valid_0's poisson: -90.6169 valid_0's l1: 24.9451
[66] valid_0's poisson: -90.7249 valid_0's l1: 24.8874
[67] valid_0's poisson: -90.833 valid_0's l1: 24.8298
[68] valid_0's poisson: -90.9385 valid_0's l1: 24.7731
[69] valid_0's poisson: -91.0405 valid_0's l1: 24.7184
[70] valid_0's poisson: -91.1543 valid_0's l1: 24.6597
[71] valid_0's poisson: -91.2534 valid_0's l1: 24.606
[72] valid_0's poisson: -91.3643 valid_0's l1: 24.5482
[73] valid_0's poisson: -91.4789 valid_0's l1: 24.4904
[74] valid_0's poisson: -91.5868 valid_0's l1: 24.4331
[75] valid_0's poisson: -91.6965 valid_0's l1: 24.3759
[76] valid_0's poisson: -91.805 valid_0's l1: 24.3191
[77] valid_0's poisson: -91.9103 valid_0's l1: 24.2624
[78] valid_0's poisson: -92.0144 valid_0's l1: 24.2063
[79] valid_0's poisson: -92.1241 valid_0's l1: 24.1498
[80] valid_0's poisson: -92.2272 valid_0's l1: 24.0944
[81] valid_0's poisson: -92.3346 valid_0's l1: 24.0381
[82] valid_0's poisson: -92.4378 valid_0's l1: 23.9825
[83] valid_0's poisson: -92.5382 valid_0's l1: 23.928
[84] valid_0's poisson: -92.6374 valid_0's l1: 23.8738
[85] valid_0's poisson: -92.7325 valid_0's l1: 23.8203
[86] valid_0's poisson: -92.8272 valid_0's l1: 23.7672
[87] valid_0's poisson: -92.9223 valid_0's l1: 23.7137
[88] valid_0's poisson: -93.0159 valid_0's l1: 23.6607
[89] valid_0's poisson: -93.108 valid_0's l1: 23.6076
[90] valid_0's poisson: -93.2002 valid_0's l1: 23.5549
[91] valid_0's poisson: -93.2898 valid_0's l1: 23.503
[92] valid_0's poisson: -93.3898 valid_0's l1: 23.4487
[93] valid_0's poisson: -93.4803 valid_0's l1: 23.3972
[94] valid_0's poisson: -93.5673 valid_0's l1: 23.3462
[95] valid_0's poisson: -93.6546 valid_0's l1: 23.295
[96] valid_0's poisson: -93.7521 valid_0's l1: 23.2405
[97] valid_0's poisson: -93.8439 valid_0's l1: 23.1886
[98] valid_0's poisson: -93.9869 valid_0's l1: 23.1281
[99] valid_0's poisson: -94.1285 valid_0's l1: 23.0668
[100] valid_0's poisson: -94.2667 valid_0's l1: 23.0067
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.6034 valid_0's l1: 29.2787
[2] valid_0's poisson: -80.8281 valid_0's l1: 29.2008
[3] valid_0's poisson: -81.0502 valid_0's l1: 29.1233
[4] valid_0's poisson: -81.2688 valid_0's l1: 29.046
[5] valid_0's poisson: -81.484 valid_0's l1: 28.969
[6] valid_0's poisson: -81.6961 valid_0's l1: 28.8923
[7] valid_0's poisson: -81.9077 valid_0's l1: 28.8155
[8] valid_0's poisson: -82.1141 valid_0's l1: 28.7391
[9] valid_0's poisson: -82.3175 valid_0's l1: 28.6633
[10] valid_0's poisson: -82.5179 valid_0's l1: 28.5877
[11] valid_0's poisson: -82.7173 valid_0's l1: 28.512
[12] valid_0's poisson: -82.9248 valid_0's l1: 28.4343
[13] valid_0's poisson: -83.1205 valid_0's l1: 28.3587
[14] valid_0's poisson: -83.311 valid_0's l1: 28.284
[15] valid_0's poisson: -83.4997 valid_0's l1: 28.2096
[16] valid_0's poisson: -83.6858 valid_0's l1: 28.1354
[17] valid_0's poisson: -83.8692 valid_0's l1: 28.0617
[18] valid_0's poisson: -84.0497 valid_0's l1: 27.9889
[19] valid_0's poisson: -84.228 valid_0's l1: 27.916
[20] valid_0's poisson: -84.4038 valid_0's l1: 27.8434
[21] valid_0's poisson: -84.5773 valid_0's l1: 27.7711
[22] valid_0's poisson: -84.754 valid_0's l1: 27.6982
[23] valid_0's poisson: -84.9285 valid_0's l1: 27.6255
[24] valid_0's poisson: -85.0953 valid_0's l1: 27.5545
[25] valid_0's poisson: -85.2614 valid_0's l1: 27.4829
[26] valid_0's poisson: -85.4255 valid_0's l1: 27.4116
[27] valid_0's poisson: -85.5883 valid_0's l1: 27.3409
[28] valid_0's poisson: -85.755 valid_0's l1: 27.2688
[29] valid_0's poisson: -85.9243 valid_0's l1: 27.197
[30] valid_0's poisson: -86.0927 valid_0's l1: 27.1259
[31] valid_0's poisson: -86.2566 valid_0's l1: 27.0557
[32] valid_0's poisson: -86.418 valid_0's l1: 26.9854
[33] valid_0's poisson: -86.5762 valid_0's l1: 26.9157
[34] valid_0's poisson: -86.7324 valid_0's l1: 26.8464
[35] valid_0's poisson: -86.8835 valid_0's l1: 26.7784
[36] valid_0's poisson: -87.0395 valid_0's l1: 26.7095
[37] valid_0's poisson: -87.1899 valid_0's l1: 26.642
[38] valid_0's poisson: -87.3427 valid_0's l1: 26.5734
[39] valid_0's poisson: -87.4891 valid_0's l1: 26.5062
[40] valid_0's poisson: -87.634 valid_0's l1: 26.4401
[41] valid_0's poisson: -87.7786 valid_0's l1: 26.3738
[42] valid_0's poisson: -87.9214 valid_0's l1: 26.3079
[43] valid_0's poisson: -88.0661 valid_0's l1: 26.2412
[44] valid_0's poisson: -88.2001 valid_0's l1: 26.1767
[45] valid_0's poisson: -88.3326 valid_0's l1: 26.1124
[46] valid_0's poisson: -88.4633 valid_0's l1: 26.0486
[47] valid_0's poisson: -88.5925 valid_0's l1: 25.9855
[48] valid_0's poisson: -88.7224 valid_0's l1: 25.9229
[49] valid_0's poisson: -88.8485 valid_0's l1: 25.8604
[50] valid_0's poisson: -88.9788 valid_0's l1: 25.7974
[51] valid_0's poisson: -89.1076 valid_0's l1: 25.7348
[52] valid_0's poisson: -89.2361 valid_0's l1: 25.6721
[53] valid_0's poisson: -89.3629 valid_0's l1: 25.6098
[54] valid_0's poisson: -89.4884 valid_0's l1: 25.5476
[55] valid_0's poisson: -89.617 valid_0's l1: 25.4853
[56] valid_0's poisson: -89.7396 valid_0's l1: 25.4235
[57] valid_0's poisson: -89.8752 valid_0's l1: 25.3597
[58] valid_0's poisson: -90.009 valid_0's l1: 25.2963
[59] valid_0's poisson: -90.1324 valid_0's l1: 25.2344
[60] valid_0's poisson: -90.2542 valid_0's l1: 25.1729
[61] valid_0's poisson: -90.3665 valid_0's l1: 25.1151
[62] valid_0's poisson: -90.4782 valid_0's l1: 25.0573
[63] valid_0's poisson: -90.589 valid_0's l1: 24.9994
[64] valid_0's poisson: -90.6958 valid_0's l1: 24.9425
[65] valid_0's poisson: -90.8043 valid_0's l1: 24.8853
[66] valid_0's poisson: -90.9102 valid_0's l1: 24.8285
[67] valid_0's poisson: -91.0169 valid_0's l1: 24.7715
[68] valid_0's poisson: -91.1226 valid_0's l1: 24.7146
[69] valid_0's poisson: -91.2273 valid_0's l1: 24.6585
[70] valid_0's poisson: -91.3346 valid_0's l1: 24.6007
[71] valid_0's poisson: -91.4363 valid_0's l1: 24.5456
[72] valid_0's poisson: -91.5366 valid_0's l1: 24.4909
[73] valid_0's poisson: -91.6337 valid_0's l1: 24.4371
[74] valid_0's poisson: -91.7297 valid_0's l1: 24.3834
[75] valid_0's poisson: -91.8247 valid_0's l1: 24.3301
[76] valid_0's poisson: -91.9209 valid_0's l1: 24.2763
[77] valid_0's poisson: -92.0229 valid_0's l1: 24.2202
[78] valid_0's poisson: -92.1345 valid_0's l1: 24.1622
[79] valid_0's poisson: -92.2356 valid_0's l1: 24.106
[80] valid_0's poisson: -92.3366 valid_0's l1: 24.05
[81] valid_0's poisson: -92.4366 valid_0's l1: 23.9942
[82] valid_0's poisson: -92.5328 valid_0's l1: 23.9402
[83] valid_0's poisson: -92.6391 valid_0's l1: 23.8835
[84] valid_0's poisson: -92.7321 valid_0's l1: 23.8303
[85] valid_0's poisson: -92.8239 valid_0's l1: 23.7775
[86] valid_0's poisson: -92.925 valid_0's l1: 23.7223
[87] valid_0's poisson: -93.025 valid_0's l1: 23.6673
[88] valid_0's poisson: -93.1272 valid_0's l1: 23.6121
[89] valid_0's poisson: -93.2285 valid_0's l1: 23.5572
[90] valid_0's poisson: -93.31 valid_0's l1: 23.5084
[91] valid_0's poisson: -93.3983 valid_0's l1: 23.4575
[92] valid_0's poisson: -93.488 valid_0's l1: 23.4061
[93] valid_0's poisson: -93.5813 valid_0's l1: 23.3538
[94] valid_0's poisson: -93.6728 valid_0's l1: 23.3016
[95] valid_0's poisson: -93.7638 valid_0's l1: 23.2505
[96] valid_0's poisson: -93.8538 valid_0's l1: 23.1986
[97] valid_0's poisson: -93.9409 valid_0's l1: 23.1476
[98] valid_0's poisson: -94.0271 valid_0's l1: 23.0969
[99] valid_0's poisson: -94.1172 valid_0's l1: 23.0458
[100] valid_0's poisson: -94.2035 valid_0's l1: 22.9948
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.6057 valid_0's l1: 29.2783
[2] valid_0's poisson: -80.8247 valid_0's l1: 29.2014
[3] valid_0's poisson: -81.0413 valid_0's l1: 29.1242
[4] valid_0's poisson: -81.2547 valid_0's l1: 29.0472
[5] valid_0's poisson: -81.4649 valid_0's l1: 28.9706
[6] valid_0's poisson: -81.672 valid_0's l1: 28.8943
[7] valid_0's poisson: -81.8753 valid_0's l1: 28.819
[8] valid_0's poisson: -82.0838 valid_0's l1: 28.7424
[9] valid_0's poisson: -82.289 valid_0's l1: 28.6661
[10] valid_0's poisson: -82.4913 valid_0's l1: 28.59
[11] valid_0's poisson: -82.6906 valid_0's l1: 28.5142
[12] valid_0's poisson: -82.887 valid_0's l1: 28.4388
[13] valid_0's poisson: -83.0788 valid_0's l1: 28.3647
[14] valid_0's poisson: -83.2686 valid_0's l1: 28.2903
[15] valid_0's poisson: -83.4552 valid_0's l1: 28.2165
[16] valid_0's poisson: -83.639 valid_0's l1: 28.1429
[17] valid_0's poisson: -83.8211 valid_0's l1: 28.0695
[18] valid_0's poisson: -84.0113 valid_0's l1: 27.9948
[19] valid_0's poisson: -84.1885 valid_0's l1: 27.922
[20] valid_0's poisson: -84.3631 valid_0's l1: 27.8498
[21] valid_0's poisson: -84.5406 valid_0's l1: 27.7764
[22] valid_0's poisson: -84.7264 valid_0's l1: 27.702
[23] valid_0's poisson: -84.8911 valid_0's l1: 27.6322
[24] valid_0's poisson: -85.072 valid_0's l1: 27.5587
[25] valid_0's poisson: -85.2517 valid_0's l1: 27.4854
[26] valid_0's poisson: -85.4289 valid_0's l1: 27.4124
[27] valid_0's poisson: -85.5875 valid_0's l1: 27.3438
[28] valid_0's poisson: -85.7541 valid_0's l1: 27.2724
[29] valid_0's poisson: -85.9096 valid_0's l1: 27.2037
[30] valid_0's poisson: -86.0718 valid_0's l1: 27.1334
[31] valid_0's poisson: -86.2259 valid_0's l1: 27.0661
[32] valid_0's poisson: -86.3839 valid_0's l1: 26.9965
[33] valid_0's poisson: -86.545 valid_0's l1: 26.9258
[34] valid_0's poisson: -86.6932 valid_0's l1: 26.8595
[35] valid_0's poisson: -86.8493 valid_0's l1: 26.7902
[36] valid_0's poisson: -87.0044 valid_0's l1: 26.7207
[37] valid_0's poisson: -87.1578 valid_0's l1: 26.6517
[38] valid_0's poisson: -87.3065 valid_0's l1: 26.5843
[39] valid_0's poisson: -87.4561 valid_0's l1: 26.5163
[40] valid_0's poisson: -87.5912 valid_0's l1: 26.4528
[41] valid_0's poisson: -87.7239 valid_0's l1: 26.3897
[42] valid_0's poisson: -87.8602 valid_0's l1: 26.3259
[43] valid_0's poisson: -88.0182 valid_0's l1: 26.258
[44] valid_0's poisson: -88.174 valid_0's l1: 26.1902
[45] valid_0's poisson: -88.3276 valid_0's l1: 26.1227
[46] valid_0's poisson: -88.4619 valid_0's l1: 26.0583
[47] valid_0's poisson: -88.5979 valid_0's l1: 25.9929
[48] valid_0's poisson: -88.742 valid_0's l1: 25.9276
[49] valid_0's poisson: -88.8727 valid_0's l1: 25.864
[50] valid_0's poisson: -89.0169 valid_0's l1: 25.7985
[51] valid_0's poisson: -89.1445 valid_0's l1: 25.7353
[52] valid_0's poisson: -89.2705 valid_0's l1: 25.6724
[53] valid_0's poisson: -89.3955 valid_0's l1: 25.6102
[54] valid_0's poisson: -89.5195 valid_0's l1: 25.5482
[55] valid_0's poisson: -89.6409 valid_0's l1: 25.487
[56] valid_0's poisson: -89.759 valid_0's l1: 25.4268
[57] valid_0's poisson: -89.8754 valid_0's l1: 25.3665
[58] valid_0's poisson: -89.9937 valid_0's l1: 25.3057
[59] valid_0's poisson: -90.1107 valid_0's l1: 25.2452
[60] valid_0's poisson: -90.2264 valid_0's l1: 25.1852
[61] valid_0's poisson: -90.3429 valid_0's l1: 25.1253
[62] valid_0's poisson: -90.458 valid_0's l1: 25.0657
[63] valid_0's poisson: -90.5704 valid_0's l1: 25.0062
[64] valid_0's poisson: -90.6835 valid_0's l1: 24.9469
[65] valid_0's poisson: -90.7905 valid_0's l1: 24.8888
[66] valid_0's poisson: -90.907 valid_0's l1: 24.8289
[67] valid_0's poisson: -91.0209 valid_0's l1: 24.7698
[68] valid_0's poisson: -91.1283 valid_0's l1: 24.7123
[69] valid_0's poisson: -91.2409 valid_0's l1: 24.6537
[70] valid_0's poisson: -91.3521 valid_0's l1: 24.5953
[71] valid_0's poisson: -91.4606 valid_0's l1: 24.5376
[72] valid_0's poisson: -91.5693 valid_0's l1: 24.4796
[73] valid_0's poisson: -91.6824 valid_0's l1: 24.4206
[74] valid_0's poisson: -91.7901 valid_0's l1: 24.3635
[75] valid_0's poisson: -91.8943 valid_0's l1: 24.3067
[76] valid_0's poisson: -91.9974 valid_0's l1: 24.2502
[77] valid_0's poisson: -92.0995 valid_0's l1: 24.1941
[78] valid_0's poisson: -92.1928 valid_0's l1: 24.1413
[79] valid_0's poisson: -92.2926 valid_0's l1: 24.086
[80] valid_0's poisson: -92.384 valid_0's l1: 24.0339
[81] valid_0's poisson: -92.4818 valid_0's l1: 23.9793
[82] valid_0's poisson: -92.5787 valid_0's l1: 23.9248
[83] valid_0's poisson: -92.6877 valid_0's l1: 23.8678
[84] valid_0's poisson: -92.7825 valid_0's l1: 23.8138
[85] valid_0's poisson: -92.8752 valid_0's l1: 23.7609
[86] valid_0's poisson: -92.9811 valid_0's l1: 23.7046
[87] valid_0's poisson: -93.0758 valid_0's l1: 23.6507
[88] valid_0's poisson: -93.1711 valid_0's l1: 23.5967
[89] valid_0's poisson: -93.2642 valid_0's l1: 23.5441
[90] valid_0's poisson: -93.3566 valid_0's l1: 23.4915
[91] valid_0's poisson: -93.4477 valid_0's l1: 23.4393
[92] valid_0's poisson: -93.5477 valid_0's l1: 23.3847
[93] valid_0's poisson: -93.6367 valid_0's l1: 23.3332
[94] valid_0's poisson: -93.7209 valid_0's l1: 23.2833
[95] valid_0's poisson: -93.8086 valid_0's l1: 23.2323
[96] valid_0's poisson: -93.8901 valid_0's l1: 23.1836
[97] valid_0's poisson: -93.985 valid_0's l1: 23.1314
[98] valid_0's poisson: -94.077 valid_0's l1: 23.0799
[99] valid_0's poisson: -94.1684 valid_0's l1: 23.0282
[100] valid_0's poisson: -94.2583 valid_0's l1: 22.9775
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.6074 valid_0's l1: 29.2782
[2] valid_0's poisson: -80.8286 valid_0's l1: 29.2009
[3] valid_0's poisson: -81.047 valid_0's l1: 29.1235
[4] valid_0's poisson: -81.2619 valid_0's l1: 29.0465
[5] valid_0's poisson: -81.4737 valid_0's l1: 28.9697
[6] valid_0's poisson: -81.6824 valid_0's l1: 28.8933
[7] valid_0's poisson: -81.8875 valid_0's l1: 28.8176
[8] valid_0's poisson: -82.0977 valid_0's l1: 28.7408
[9] valid_0's poisson: -82.3004 valid_0's l1: 28.666
[10] valid_0's poisson: -82.5001 valid_0's l1: 28.5913
[11] valid_0's poisson: -82.701 valid_0's l1: 28.5154
[12] valid_0's poisson: -82.895 valid_0's l1: 28.4415
[13] valid_0's poisson: -83.0903 valid_0's l1: 28.3661
[14] valid_0's poisson: -83.2803 valid_0's l1: 28.292
[15] valid_0's poisson: -83.4697 valid_0's l1: 28.2176
[16] valid_0's poisson: -83.6567 valid_0's l1: 28.1435
[17] valid_0's poisson: -83.841 valid_0's l1: 28.0698
[18] valid_0's poisson: -84.0225 valid_0's l1: 27.9967
[19] valid_0's poisson: -84.2016 valid_0's l1: 27.9238
[20] valid_0's poisson: -84.3788 valid_0's l1: 27.8513
[21] valid_0's poisson: -84.5611 valid_0's l1: 27.7768
[22] valid_0's poisson: -84.7407 valid_0's l1: 27.703
[23] valid_0's poisson: -84.9067 valid_0's l1: 27.6326
[24] valid_0's poisson: -85.0796 valid_0's l1: 27.5609
[25] valid_0's poisson: -85.2558 valid_0's l1: 27.4881
[26] valid_0's poisson: -85.4296 valid_0's l1: 27.4159
[27] valid_0's poisson: -85.5906 valid_0's l1: 27.3474
[28] valid_0's poisson: -85.7573 valid_0's l1: 27.2769
[29] valid_0's poisson: -85.9202 valid_0's l1: 27.2068
[30] valid_0's poisson: -86.0847 valid_0's l1: 27.1362
[31] valid_0's poisson: -86.2466 valid_0's l1: 27.0661
[32] valid_0's poisson: -86.4207 valid_0's l1: 26.9944
[33] valid_0's poisson: -86.5801 valid_0's l1: 26.9239
[34] valid_0's poisson: -86.7376 valid_0's l1: 26.8539
[35] valid_0's poisson: -86.8786 valid_0's l1: 26.7893
[36] valid_0's poisson: -87.0314 valid_0's l1: 26.7203
[37] valid_0's poisson: -87.1805 valid_0's l1: 26.6525
[38] valid_0's poisson: -87.3306 valid_0's l1: 26.5838
[39] valid_0's poisson: -87.4675 valid_0's l1: 26.5196
[40] valid_0's poisson: -87.5997 valid_0's l1: 26.4567
[41] valid_0's poisson: -87.7441 valid_0's l1: 26.3899
[42] valid_0's poisson: -87.8724 valid_0's l1: 26.3284
[43] valid_0's poisson: -88.0119 valid_0's l1: 26.2635
[44] valid_0's poisson: -88.1523 valid_0's l1: 26.1978
[45] valid_0's poisson: -88.2895 valid_0's l1: 26.1332
[46] valid_0's poisson: -88.439 valid_0's l1: 26.0659
[47] valid_0's poisson: -88.5661 valid_0's l1: 26.0046
[48] valid_0's poisson: -88.6917 valid_0's l1: 25.9435
[49] valid_0's poisson: -88.8158 valid_0's l1: 25.8825
[50] valid_0's poisson: -88.9425 valid_0's l1: 25.8197
[51] valid_0's poisson: -89.0706 valid_0's l1: 25.7567
[52] valid_0's poisson: -89.1877 valid_0's l1: 25.6972
[53] valid_0's poisson: -89.3035 valid_0's l1: 25.6381
[54] valid_0's poisson: -89.4235 valid_0's l1: 25.5786
[55] valid_0's poisson: -89.5422 valid_0's l1: 25.5194
[56] valid_0's poisson: -89.6597 valid_0's l1: 25.4602
[57] valid_0's poisson: -89.7755 valid_0's l1: 25.4013
[58] valid_0's poisson: -89.8869 valid_0's l1: 25.3431
[59] valid_0's poisson: -89.9945 valid_0's l1: 25.2859
[60] valid_0's poisson: -90.1082 valid_0's l1: 25.227
[61] valid_0's poisson: -90.216 valid_0's l1: 25.1696
[62] valid_0's poisson: -90.3264 valid_0's l1: 25.1121
[63] valid_0's poisson: -90.4357 valid_0's l1: 25.0548
[64] valid_0's poisson: -90.5477 valid_0's l1: 24.9965
[65] valid_0's poisson: -90.6672 valid_0's l1: 24.9371
[66] valid_0's poisson: -90.7718 valid_0's l1: 24.8808
[67] valid_0's poisson: -90.8881 valid_0's l1: 24.8216
[68] valid_0's poisson: -91.0031 valid_0's l1: 24.7626
[69] valid_0's poisson: -91.1257 valid_0's l1: 24.7012
[70] valid_0's poisson: -91.2281 valid_0's l1: 24.645
[71] valid_0's poisson: -91.3448 valid_0's l1: 24.5855
[72] valid_0's poisson: -91.4563 valid_0's l1: 24.5271
[73] valid_0's poisson: -91.5632 valid_0's l1: 24.4698
[74] valid_0's poisson: -91.6689 valid_0's l1: 24.413
[75] valid_0's poisson: -91.7734 valid_0's l1: 24.3564
[76] valid_0's poisson: -91.8767 valid_0's l1: 24.3001
[77] valid_0's poisson: -91.9787 valid_0's l1: 24.2445
[78] valid_0's poisson: -92.0798 valid_0's l1: 24.1888
[79] valid_0's poisson: -92.1806 valid_0's l1: 24.1336
[80] valid_0's poisson: -92.2795 valid_0's l1: 24.0785
[81] valid_0's poisson: -92.3772 valid_0's l1: 24.0239
[82] valid_0's poisson: -92.4754 valid_0's l1: 23.9695
[83] valid_0's poisson: -92.6284 valid_0's l1: 23.9054
[84] valid_0's poisson: -92.7128 valid_0's l1: 23.855
[85] valid_0's poisson: -92.8099 valid_0's l1: 23.8005
[86] valid_0's poisson: -92.9056 valid_0's l1: 23.7467
[87] valid_0's poisson: -92.9889 valid_0's l1: 23.6974
[88] valid_0's poisson: -93.0866 valid_0's l1: 23.6433
[89] valid_0's poisson: -93.178 valid_0's l1: 23.59
[90] valid_0's poisson: -93.2562 valid_0's l1: 23.5417
[91] valid_0's poisson: -93.3511 valid_0's l1: 23.4887
[92] valid_0's poisson: -93.5029 valid_0's l1: 23.4246
[93] valid_0's poisson: -93.6527 valid_0's l1: 23.3603
[94] valid_0's poisson: -93.7479 valid_0's l1: 23.3068
[95] valid_0's poisson: -93.8357 valid_0's l1: 23.2553
[96] valid_0's poisson: -93.9214 valid_0's l1: 23.2046
[97] valid_0's poisson: -94.0631 valid_0's l1: 23.143
[98] valid_0's poisson: -94.1505 valid_0's l1: 23.0919
[99] valid_0's poisson: -94.2885 valid_0's l1: 23.0311
[100] valid_0's poisson: -94.3669 valid_0's l1: 22.9829
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.6057 valid_0's l1: 29.278
[2] valid_0's poisson: -80.8268 valid_0's l1: 29.1998
[3] valid_0's poisson: -81.0446 valid_0's l1: 29.1219
[4] valid_0's poisson: -81.2591 valid_0's l1: 29.0442
[5] valid_0's poisson: -81.4704 valid_0's l1: 28.9669
[6] valid_0's poisson: -81.6786 valid_0's l1: 28.8899
[7] valid_0's poisson: -81.8837 valid_0's l1: 28.8133
[8] valid_0's poisson: -82.0942 valid_0's l1: 28.7361
[9] valid_0's poisson: -82.3016 valid_0's l1: 28.6593
[10] valid_0's poisson: -82.5058 valid_0's l1: 28.5826
[11] valid_0's poisson: -82.7071 valid_0's l1: 28.5064
[12] valid_0's poisson: -82.9055 valid_0's l1: 28.4303
[13] valid_0's poisson: -83.1009 valid_0's l1: 28.3548
[14] valid_0's poisson: -83.2919 valid_0's l1: 28.2803
[15] valid_0's poisson: -83.481 valid_0's l1: 28.206
[16] valid_0's poisson: -83.6697 valid_0's l1: 28.1314
[17] valid_0's poisson: -83.8535 valid_0's l1: 28.0576
[18] valid_0's poisson: -84.037 valid_0's l1: 27.9837
[19] valid_0's poisson: -84.2179 valid_0's l1: 27.9102
[20] valid_0's poisson: -84.385 valid_0's l1: 27.8411
[21] valid_0's poisson: -84.5498 valid_0's l1: 27.7724
[22] valid_0's poisson: -84.725 valid_0's l1: 27.7002
[23] valid_0's poisson: -84.8977 valid_0's l1: 27.6284
[24] valid_0's poisson: -85.0689 valid_0's l1: 27.5567
[25] valid_0's poisson: -85.2422 valid_0's l1: 27.4848
[26] valid_0's poisson: -85.4113 valid_0's l1: 27.4138
[27] valid_0's poisson: -85.5802 valid_0's l1: 27.3425
[28] valid_0's poisson: -85.7434 valid_0's l1: 27.2725
[29] valid_0's poisson: -85.9052 valid_0's l1: 27.2022
[30] valid_0's poisson: -86.0648 valid_0's l1: 27.1324
[31] valid_0's poisson: -86.2239 valid_0's l1: 27.063
[32] valid_0's poisson: -86.3821 valid_0's l1: 26.9935
[33] valid_0's poisson: -86.5371 valid_0's l1: 26.9249
[34] valid_0's poisson: -86.6901 valid_0's l1: 26.8567
[35] valid_0's poisson: -86.8425 valid_0's l1: 26.7888
[36] valid_0's poisson: -86.9918 valid_0's l1: 26.7223
[37] valid_0's poisson: -87.1414 valid_0's l1: 26.6555
[38] valid_0's poisson: -87.2891 valid_0's l1: 26.5892
[39] valid_0's poisson: -87.435 valid_0's l1: 26.523
[40] valid_0's poisson: -87.5792 valid_0's l1: 26.457
[41] valid_0's poisson: -87.7214 valid_0's l1: 26.3914
[42] valid_0's poisson: -87.8594 valid_0's l1: 26.3263
[43] valid_0's poisson: -87.993 valid_0's l1: 26.2624
[44] valid_0's poisson: -88.1321 valid_0's l1: 26.1967
[45] valid_0's poisson: -88.2683 valid_0's l1: 26.1319
[46] valid_0's poisson: -88.4026 valid_0's l1: 26.0677
[47] valid_0's poisson: -88.5313 valid_0's l1: 26.0046
[48] valid_0's poisson: -88.6615 valid_0's l1: 25.9418
[49] valid_0's poisson: -88.7884 valid_0's l1: 25.8804
[50] valid_0's poisson: -88.9113 valid_0's l1: 25.8195
[51] valid_0's poisson: -89.0377 valid_0's l1: 25.7577
[52] valid_0's poisson: -89.1594 valid_0's l1: 25.6969
[53] valid_0's poisson: -89.2818 valid_0's l1: 25.6362
[54] valid_0's poisson: -89.3958 valid_0's l1: 25.5776
[55] valid_0's poisson: -89.5072 valid_0's l1: 25.5196
[56] valid_0's poisson: -89.6233 valid_0's l1: 25.4603
[57] valid_0's poisson: -89.7402 valid_0's l1: 25.4011
[58] valid_0's poisson: -89.856 valid_0's l1: 25.3419
[59] valid_0's poisson: -89.9704 valid_0's l1: 25.2827
[60] valid_0's poisson: -90.0836 valid_0's l1: 25.224
[61] valid_0's poisson: -90.1954 valid_0's l1: 25.1659
[62] valid_0's poisson: -90.3075 valid_0's l1: 25.1077
[63] valid_0's poisson: -90.4182 valid_0's l1: 25.0499
[64] valid_0's poisson: -90.5258 valid_0's l1: 24.9942
[65] valid_0's poisson: -90.6323 valid_0's l1: 24.9385
[66] valid_0's poisson: -90.7376 valid_0's l1: 24.8833
[67] valid_0's poisson: -90.8458 valid_0's l1: 24.8272
[68] valid_0's poisson: -90.9507 valid_0's l1: 24.7709
[69] valid_0's poisson: -91.0544 valid_0's l1: 24.7149
[70] valid_0's poisson: -91.1505 valid_0's l1: 24.6607
[71] valid_0's poisson: -91.2597 valid_0's l1: 24.6038
[72] valid_0's poisson: -91.3656 valid_0's l1: 24.5478
[73] valid_0's poisson: -91.4706 valid_0's l1: 24.4921
[74] valid_0's poisson: -91.5921 valid_0's l1: 24.4328
[75] valid_0's poisson: -91.6952 valid_0's l1: 24.3777
[76] valid_0's poisson: -91.7847 valid_0's l1: 24.3269
[77] valid_0's poisson: -91.8967 valid_0's l1: 24.2692
[78] valid_0's poisson: -92.014 valid_0's l1: 24.2106
[79] valid_0's poisson: -92.1064 valid_0's l1: 24.1585
[80] valid_0's poisson: -92.2152 valid_0's l1: 24.1019
[81] valid_0's poisson: -92.3261 valid_0's l1: 24.0452
[82] valid_0's poisson: -92.434 valid_0's l1: 23.99
[83] valid_0's poisson: -92.5414 valid_0's l1: 23.9338
[84] valid_0's poisson: -92.647 valid_0's l1: 23.879
[85] valid_0's poisson: -92.7504 valid_0's l1: 23.824
[86] valid_0's poisson: -92.8447 valid_0's l1: 23.7715
[87] valid_0's poisson: -92.9461 valid_0's l1: 23.7173
[88] valid_0's poisson: -93.0355 valid_0's l1: 23.6669
[89] valid_0's poisson: -93.1238 valid_0's l1: 23.6168
[90] valid_0's poisson: -93.2116 valid_0's l1: 23.5655
[91] valid_0's poisson: -93.2985 valid_0's l1: 23.5145
[92] valid_0's poisson: -93.3843 valid_0's l1: 23.4639
[93] valid_0's poisson: -93.4694 valid_0's l1: 23.4136
[94] valid_0's poisson: -93.5574 valid_0's l1: 23.3633
[95] valid_0's poisson: -93.6557 valid_0's l1: 23.3096
[96] valid_0's poisson: -93.7534 valid_0's l1: 23.2564
[97] valid_0's poisson: -93.8319 valid_0's l1: 23.2091
[98] valid_0's poisson: -93.9097 valid_0's l1: 23.1622
[99] valid_0's poisson: -93.9866 valid_0's l1: 23.1151
[100] valid_0's poisson: -94.0628 valid_0's l1: 23.0683
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.2479 valid_0's l1: 29.0506
[2] valid_0's poisson: -82.0676 valid_0's l1: 28.748
[3] valid_0's poisson: -82.8655 valid_0's l1: 28.4476
[4] valid_0's poisson: -83.5937 valid_0's l1: 28.157
[5] valid_0's poisson: -84.3212 valid_0's l1: 27.8627
[6] valid_0's poisson: -84.9818 valid_0's l1: 27.5811
[7] valid_0's poisson: -85.6356 valid_0's l1: 27.3017
[8] valid_0's poisson: -86.272 valid_0's l1: 27.025
[9] valid_0's poisson: -86.864 valid_0's l1: 26.7559
[10] valid_0's poisson: -87.4438 valid_0's l1: 26.492
[11] valid_0's poisson: -88.0106 valid_0's l1: 26.2279
[12] valid_0's poisson: -88.5109 valid_0's l1: 25.9815
[13] valid_0's poisson: -89.0319 valid_0's l1: 25.7294
[14] valid_0's poisson: -89.5214 valid_0's l1: 25.4838
[15] valid_0's poisson: -89.9526 valid_0's l1: 25.2561
[16] valid_0's poisson: -90.382 valid_0's l1: 25.0316
[17] valid_0's poisson: -90.8308 valid_0's l1: 24.7973
[18] valid_0's poisson: -91.2748 valid_0's l1: 24.5673
[19] valid_0's poisson: -91.7062 valid_0's l1: 24.3429
[20] valid_0's poisson: -92.1597 valid_0's l1: 24.1121
[21] valid_0's poisson: -92.5352 valid_0's l1: 23.9053
[22] valid_0's poisson: -92.9202 valid_0's l1: 23.6911
[23] valid_0's poisson: -93.2877 valid_0's l1: 23.4846
[24] valid_0's poisson: -93.6453 valid_0's l1: 23.28
[25] valid_0's poisson: -93.9832 valid_0's l1: 23.0818
[26] valid_0's poisson: -94.3378 valid_0's l1: 22.8801
[27] valid_0's poisson: -94.6567 valid_0's l1: 22.6867
[28] valid_0's poisson: -94.9775 valid_0's l1: 22.4925
[29] valid_0's poisson: -95.4617 valid_0's l1: 22.2693
[30] valid_0's poisson: -95.9327 valid_0's l1: 22.0477
[31] valid_0's poisson: -96.3431 valid_0's l1: 21.8433
[32] valid_0's poisson: -96.7507 valid_0's l1: 21.6335
[33] valid_0's poisson: -97.0043 valid_0's l1: 21.458
[34] valid_0's poisson: -97.4223 valid_0's l1: 21.24
[35] valid_0's poisson: -97.8062 valid_0's l1: 21.0325
[36] valid_0's poisson: -98.1726 valid_0's l1: 20.8256
[37] valid_0's poisson: -98.5308 valid_0's l1: 20.6207
[38] valid_0's poisson: -98.8592 valid_0's l1: 20.4269
[39] valid_0's poisson: -99.1599 valid_0's l1: 20.2449
[40] valid_0's poisson: -99.4248 valid_0's l1: 20.0741
[41] valid_0's poisson: -99.6906 valid_0's l1: 19.9019
[42] valid_0's poisson: -99.9515 valid_0's l1: 19.7275
[43] valid_0's poisson: -100.197 valid_0's l1: 19.5632
[44] valid_0's poisson: -100.426 valid_0's l1: 19.4042
[45] valid_0's poisson: -100.669 valid_0's l1: 19.2362
[46] valid_0's poisson: -100.903 valid_0's l1: 19.0673
[47] valid_0's poisson: -101.116 valid_0's l1: 18.9092
[48] valid_0's poisson: -101.31 valid_0's l1: 18.7627
[49] valid_0's poisson: -101.52 valid_0's l1: 18.6054
[50] valid_0's poisson: -101.716 valid_0's l1: 18.4552
[51] valid_0's poisson: -101.899 valid_0's l1: 18.3108
[52] valid_0's poisson: -102.075 valid_0's l1: 18.1709
[53] valid_0's poisson: -102.244 valid_0's l1: 18.0336
[54] valid_0's poisson: -102.419 valid_0's l1: 17.8965
[55] valid_0's poisson: -102.578 valid_0's l1: 17.764
[56] valid_0's poisson: -102.74 valid_0's l1: 17.6325
[57] valid_0's poisson: -102.899 valid_0's l1: 17.503
[58] valid_0's poisson: -103.046 valid_0's l1: 17.3812
[59] valid_0's poisson: -103.193 valid_0's l1: 17.2577
[60] valid_0's poisson: -103.341 valid_0's l1: 17.1339
[61] valid_0's poisson: -103.469 valid_0's l1: 17.0204
[62] valid_0's poisson: -103.607 valid_0's l1: 16.9013
[63] valid_0's poisson: -103.718 valid_0's l1: 16.7971
[64] valid_0's poisson: -103.849 valid_0's l1: 16.6793
[65] valid_0's poisson: -103.975 valid_0's l1: 16.5628
[66] valid_0's poisson: -104.093 valid_0's l1: 16.4526
[67] valid_0's poisson: -104.203 valid_0's l1: 16.3478
[68] valid_0's poisson: -104.29 valid_0's l1: 16.2598
[69] valid_0's poisson: -104.4 valid_0's l1: 16.1589
[70] valid_0's poisson: -104.506 valid_0's l1: 16.0612
[71] valid_0's poisson: -104.581 valid_0's l1: 15.9803
[72] valid_0's poisson: -104.655 valid_0's l1: 15.9019
[73] valid_0's poisson: -104.753 valid_0's l1: 15.8087
[74] valid_0's poisson: -104.848 valid_0's l1: 15.7195
[75] valid_0's poisson: -104.937 valid_0's l1: 15.6285
[76] valid_0's poisson: -105 valid_0's l1: 15.5566
[77] valid_0's poisson: -105.085 valid_0's l1: 15.4737
[78] valid_0's poisson: -105.143 valid_0's l1: 15.4099
[79] valid_0's poisson: -105.198 valid_0's l1: 15.3477
[80] valid_0's poisson: -105.275 valid_0's l1: 15.2702
[81] valid_0's poisson: -105.359 valid_0's l1: 15.187
[82] valid_0's poisson: -105.44 valid_0's l1: 15.1036
[83] valid_0's poisson: -105.517 valid_0's l1: 15.0262
[84] valid_0's poisson: -105.59 valid_0's l1: 14.9516
[85] valid_0's poisson: -105.662 valid_0's l1: 14.8775
[86] valid_0's poisson: -105.73 valid_0's l1: 14.806
[87] valid_0's poisson: -105.795 valid_0's l1: 14.7368
[88] valid_0's poisson: -105.857 valid_0's l1: 14.6693
[89] valid_0's poisson: -105.903 valid_0's l1: 14.617
[90] valid_0's poisson: -105.949 valid_0's l1: 14.5653
[91] valid_0's poisson: -106.01 valid_0's l1: 14.4995
[92] valid_0's poisson: -106.052 valid_0's l1: 14.4499
[93] valid_0's poisson: -106.109 valid_0's l1: 14.3873
[94] valid_0's poisson: -106.164 valid_0's l1: 14.3261
[95] valid_0's poisson: -106.208 valid_0's l1: 14.2745
[96] valid_0's poisson: -106.249 valid_0's l1: 14.2286
[97] valid_0's poisson: -106.307 valid_0's l1: 14.1617
[98] valid_0's poisson: -106.358 valid_0's l1: 14.1037
[99] valid_0's poisson: -106.398 valid_0's l1: 14.0557
[100] valid_0's poisson: -106.431 valid_0's l1: 14.0146
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.2491 valid_0's l1: 29.0484
[2] valid_0's poisson: -82.0677 valid_0's l1: 28.7449
[3] valid_0's poisson: -82.8757 valid_0's l1: 28.4402
[4] valid_0's poisson: -83.6511 valid_0's l1: 28.1369
[5] valid_0's poisson: -84.3743 valid_0's l1: 27.8422
[6] valid_0's poisson: -85.0619 valid_0's l1: 27.5539
[7] valid_0's poisson: -85.7562 valid_0's l1: 27.2646
[8] valid_0's poisson: -86.3992 valid_0's l1: 26.9863
[9] valid_0's poisson: -87.0433 valid_0's l1: 26.705
[10] valid_0's poisson: -87.6388 valid_0's l1: 26.4355
[11] valid_0's poisson: -88.1751 valid_0's l1: 26.1777
[12] valid_0's poisson: -88.7165 valid_0's l1: 25.9203
[13] valid_0's poisson: -89.2349 valid_0's l1: 25.6679
[14] valid_0's poisson: -89.7222 valid_0's l1: 25.4203
[15] valid_0's poisson: -90.1784 valid_0's l1: 25.1838
[16] valid_0's poisson: -90.6118 valid_0's l1: 24.9525
[17] valid_0's poisson: -91.047 valid_0's l1: 24.7236
[18] valid_0's poisson: -91.4536 valid_0's l1: 24.5009
[19] valid_0's poisson: -91.8921 valid_0's l1: 24.2747
[20] valid_0's poisson: -92.3267 valid_0's l1: 24.0447
[21] valid_0's poisson: -92.7158 valid_0's l1: 23.8283
[22] valid_0's poisson: -93.1006 valid_0's l1: 23.6131
[23] valid_0's poisson: -93.4472 valid_0's l1: 23.4085
[24] valid_0's poisson: -93.7964 valid_0's l1: 23.2041
[25] valid_0's poisson: -94.1178 valid_0's l1: 23.0105
[26] valid_0's poisson: -94.4684 valid_0's l1: 22.8092
[27] valid_0's poisson: -94.782 valid_0's l1: 22.6191
[28] valid_0's poisson: -95.1185 valid_0's l1: 22.4276
[29] valid_0's poisson: -95.4421 valid_0's l1: 22.2386
[30] valid_0's poisson: -95.7116 valid_0's l1: 22.0662
[31] valid_0's poisson: -95.9643 valid_0's l1: 21.9014
[32] valid_0's poisson: -96.3736 valid_0's l1: 21.7008
[33] valid_0's poisson: -96.8137 valid_0's l1: 21.4833
[34] valid_0's poisson: -97.1986 valid_0's l1: 21.2876
[35] valid_0's poisson: -97.5958 valid_0's l1: 21.0756
[36] valid_0's poisson: -97.971 valid_0's l1: 20.8698
[37] valid_0's poisson: -98.3239 valid_0's l1: 20.6699
[38] valid_0's poisson: -98.6623 valid_0's l1: 20.4729
[39] valid_0's poisson: -98.9671 valid_0's l1: 20.2876
[40] valid_0's poisson: -99.2719 valid_0's l1: 20.1036
[41] valid_0's poisson: -99.5729 valid_0's l1: 19.9135
[42] valid_0's poisson: -99.8417 valid_0's l1: 19.7371
[43] valid_0's poisson: -100.112 valid_0's l1: 19.5573
[44] valid_0's poisson: -100.351 valid_0's l1: 19.392
[45] valid_0's poisson: -100.606 valid_0's l1: 19.2221
[46] valid_0's poisson: -100.82 valid_0's l1: 19.0662
[47] valid_0's poisson: -101.029 valid_0's l1: 18.9148
[48] valid_0's poisson: -101.226 valid_0's l1: 18.768
[49] valid_0's poisson: -101.432 valid_0's l1: 18.6149
[50] valid_0's poisson: -101.638 valid_0's l1: 18.4612
[51] valid_0's poisson: -101.833 valid_0's l1: 18.3134
[52] valid_0's poisson: -101.998 valid_0's l1: 18.1774
[53] valid_0's poisson: -102.177 valid_0's l1: 18.0347
[54] valid_0's poisson: -102.358 valid_0's l1: 17.8942
[55] valid_0's poisson: -102.513 valid_0's l1: 17.7648
[56] valid_0's poisson: -102.685 valid_0's l1: 17.6273
[57] valid_0's poisson: -102.842 valid_0's l1: 17.4951
[58] valid_0's poisson: -102.979 valid_0's l1: 17.3754
[59] valid_0's poisson: -103.131 valid_0's l1: 17.2484
[60] valid_0's poisson: -103.228 valid_0's l1: 17.1523
[61] valid_0's poisson: -103.373 valid_0's l1: 17.0309
[62] valid_0's poisson: -103.502 valid_0's l1: 16.9152
[63] valid_0's poisson: -103.642 valid_0's l1: 16.801
[64] valid_0's poisson: -103.728 valid_0's l1: 16.7141
[65] valid_0's poisson: -103.864 valid_0's l1: 16.6006
[66] valid_0's poisson: -103.99 valid_0's l1: 16.4922
[67] valid_0's poisson: -104.106 valid_0's l1: 16.385
[68] valid_0's poisson: -104.215 valid_0's l1: 16.2815
[69] valid_0's poisson: -104.316 valid_0's l1: 16.182
[70] valid_0's poisson: -104.389 valid_0's l1: 16.1016
[71] valid_0's poisson: -104.48 valid_0's l1: 16.0122
[72] valid_0's poisson: -104.582 valid_0's l1: 15.9128
[73] valid_0's poisson: -104.671 valid_0's l1: 15.8213
[74] valid_0's poisson: -104.735 valid_0's l1: 15.7503
[75] valid_0's poisson: -104.828 valid_0's l1: 15.6615
[76] valid_0's poisson: -104.918 valid_0's l1: 15.5702
[77] valid_0's poisson: -105.005 valid_0's l1: 15.481
[78] valid_0's poisson: -105.092 valid_0's l1: 15.3918
[79] valid_0's poisson: -105.173 valid_0's l1: 15.3065
[80] valid_0's poisson: -105.269 valid_0's l1: 15.2105
[81] valid_0's poisson: -105.351 valid_0's l1: 15.1286
[82] valid_0's poisson: -105.425 valid_0's l1: 15.049
[83] valid_0's poisson: -105.5 valid_0's l1: 14.9692
[84] valid_0's poisson: -105.574 valid_0's l1: 14.8912
[85] valid_0's poisson: -105.646 valid_0's l1: 14.8133
[86] valid_0's poisson: -105.726 valid_0's l1: 14.7312
[87] valid_0's poisson: -105.779 valid_0's l1: 14.6712
[88] valid_0's poisson: -105.847 valid_0's l1: 14.5999
[89] valid_0's poisson: -105.911 valid_0's l1: 14.5287
[90] valid_0's poisson: -105.979 valid_0's l1: 14.4561
[91] valid_0's poisson: -106.037 valid_0's l1: 14.3888
[92] valid_0's poisson: -106.095 valid_0's l1: 14.3235
[93] valid_0's poisson: -106.15 valid_0's l1: 14.2595
[94] valid_0's poisson: -106.206 valid_0's l1: 14.1966
[95] valid_0's poisson: -106.263 valid_0's l1: 14.1328
[96] valid_0's poisson: -106.321 valid_0's l1: 14.0667
[97] valid_0's poisson: -106.372 valid_0's l1: 14.0053
[98] valid_0's poisson: -106.423 valid_0's l1: 13.9438
[99] valid_0's poisson: -106.473 valid_0's l1: 13.8841
[100] valid_0's poisson: -106.513 valid_0's l1: 13.8372
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.2622 valid_0's l1: 29.0449
[2] valid_0's poisson: -82.087 valid_0's l1: 28.741
[3] valid_0's poisson: -82.8667 valid_0's l1: 28.4408
[4] valid_0's poisson: -83.6036 valid_0's l1: 28.147
[5] valid_0's poisson: -84.3334 valid_0's l1: 27.8508
[6] valid_0's poisson: -85.0078 valid_0's l1: 27.5661
[7] valid_0's poisson: -85.6857 valid_0's l1: 27.2815
[8] valid_0's poisson: -86.3329 valid_0's l1: 27.0009
[9] valid_0's poisson: -86.9711 valid_0's l1: 26.7208
[10] valid_0's poisson: -87.5618 valid_0's l1: 26.4492
[11] valid_0's poisson: -88.0888 valid_0's l1: 26.1967
[12] valid_0's poisson: -88.5973 valid_0's l1: 25.9491
[13] valid_0's poisson: -89.1238 valid_0's l1: 25.6958
[14] valid_0's poisson: -89.6279 valid_0's l1: 25.4446
[15] valid_0's poisson: -90.1091 valid_0's l1: 25.1981
[16] valid_0's poisson: -90.6041 valid_0's l1: 24.9537
[17] valid_0's poisson: -91.1148 valid_0's l1: 24.705
[18] valid_0's poisson: -91.5567 valid_0's l1: 24.474
[19] valid_0's poisson: -92.0218 valid_0's l1: 24.235
[20] valid_0's poisson: -92.424 valid_0's l1: 24.0113
[21] valid_0's poisson: -92.8564 valid_0's l1: 23.7844
[22] valid_0's poisson: -93.2264 valid_0's l1: 23.5714
[23] valid_0's poisson: -93.5976 valid_0's l1: 23.3585
[24] valid_0's poisson: -93.981 valid_0's l1: 23.1498
[25] valid_0's poisson: -94.3197 valid_0's l1: 22.949
[26] valid_0's poisson: -94.6722 valid_0's l1: 22.7483
[27] valid_0's poisson: -94.9918 valid_0's l1: 22.5558
[28] valid_0's poisson: -95.2741 valid_0's l1: 22.3771
[29] valid_0's poisson: -95.5871 valid_0's l1: 22.1896
[30] valid_0's poisson: -95.8815 valid_0's l1: 22.0057
[31] valid_0's poisson: -96.3549 valid_0's l1: 21.7824
[32] valid_0's poisson: -96.8021 valid_0's l1: 21.5622
[33] valid_0's poisson: -97.2189 valid_0's l1: 21.3524
[34] valid_0's poisson: -97.6139 valid_0's l1: 21.1389
[35] valid_0's poisson: -97.8468 valid_0's l1: 20.9723
[36] valid_0's poisson: -98.2166 valid_0's l1: 20.7666
[37] valid_0's poisson: -98.5606 valid_0's l1: 20.5686
[38] valid_0's poisson: -98.8794 valid_0's l1: 20.3813
[39] valid_0's poisson: -99.1538 valid_0's l1: 20.2068
[40] valid_0's poisson: -99.3279 valid_0's l1: 20.0683
[41] valid_0's poisson: -99.617 valid_0's l1: 19.8872
[42] valid_0's poisson: -99.8988 valid_0's l1: 19.707
[43] valid_0's poisson: -100.14 valid_0's l1: 19.5434
[44] valid_0's poisson: -100.398 valid_0's l1: 19.3741
[45] valid_0's poisson: -100.634 valid_0's l1: 19.2135
[46] valid_0's poisson: -100.856 valid_0's l1: 19.0575
[47] valid_0's poisson: -101.082 valid_0's l1: 18.8997
[48] valid_0's poisson: -101.299 valid_0's l1: 18.7455
[49] valid_0's poisson: -101.522 valid_0's l1: 18.5824
[50] valid_0's poisson: -101.726 valid_0's l1: 18.4317
[51] valid_0's poisson: -101.924 valid_0's l1: 18.2789
[52] valid_0's poisson: -102.126 valid_0's l1: 18.1271
[53] valid_0's poisson: -102.308 valid_0's l1: 17.9787
[54] valid_0's poisson: -102.497 valid_0's l1: 17.835
[55] valid_0's poisson: -102.662 valid_0's l1: 17.7002
[56] valid_0's poisson: -102.813 valid_0's l1: 17.5725
[57] valid_0's poisson: -102.979 valid_0's l1: 17.438
[58] valid_0's poisson: -103.136 valid_0's l1: 17.3087
[59] valid_0's poisson: -103.289 valid_0's l1: 17.1779
[60] valid_0's poisson: -103.439 valid_0's l1: 17.0495
[61] valid_0's poisson: -103.576 valid_0's l1: 16.9335
[62] valid_0's poisson: -103.714 valid_0's l1: 16.814
[63] valid_0's poisson: -103.856 valid_0's l1: 16.6896
[64] valid_0's poisson: -103.991 valid_0's l1: 16.5679
[65] valid_0's poisson: -104.111 valid_0's l1: 16.46
[66] valid_0's poisson: -104.235 valid_0's l1: 16.344
[67] valid_0's poisson: -104.352 valid_0's l1: 16.2378
[68] valid_0's poisson: -104.464 valid_0's l1: 16.1303
[69] valid_0's poisson: -104.575 valid_0's l1: 16.0221
[70] valid_0's poisson: -104.676 valid_0's l1: 15.9276
[71] valid_0's poisson: -104.746 valid_0's l1: 15.8516
[72] valid_0's poisson: -104.843 valid_0's l1: 15.7595
[73] valid_0's poisson: -104.917 valid_0's l1: 15.6778
[74] valid_0's poisson: -104.978 valid_0's l1: 15.6103
[75] valid_0's poisson: -105.063 valid_0's l1: 15.5271
[76] valid_0's poisson: -105.144 valid_0's l1: 15.4414
[77] valid_0's poisson: -105.228 valid_0's l1: 15.3557
[78] valid_0's poisson: -105.315 valid_0's l1: 15.2671
[79] valid_0's poisson: -105.391 valid_0's l1: 15.1878
[80] valid_0's poisson: -105.473 valid_0's l1: 15.1023
[81] valid_0's poisson: -105.554 valid_0's l1: 15.0176
[82] valid_0's poisson: -105.611 valid_0's l1: 14.95
[83] valid_0's poisson: -105.681 valid_0's l1: 14.8774
[84] valid_0's poisson: -105.758 valid_0's l1: 14.7939
[85] valid_0's poisson: -105.832 valid_0's l1: 14.7126
[86] valid_0's poisson: -105.904 valid_0's l1: 14.6319
[87] valid_0's poisson: -105.952 valid_0's l1: 14.5766
[88] valid_0's poisson: -106.009 valid_0's l1: 14.5124
[89] valid_0's poisson: -106.069 valid_0's l1: 14.4471
[90] valid_0's poisson: -106.118 valid_0's l1: 14.3884
[91] valid_0's poisson: -106.176 valid_0's l1: 14.3219
[92] valid_0's poisson: -106.232 valid_0's l1: 14.2574
[93] valid_0's poisson: -106.286 valid_0's l1: 14.1942
[94] valid_0's poisson: -106.325 valid_0's l1: 14.1474
[95] valid_0's poisson: -106.362 valid_0's l1: 14.1024
[96] valid_0's poisson: -106.411 valid_0's l1: 14.0431
[97] valid_0's poisson: -106.464 valid_0's l1: 13.9827
[98] valid_0's poisson: -106.501 valid_0's l1: 13.938
[99] valid_0's poisson: -106.546 valid_0's l1: 13.8832
[100] valid_0's poisson: -106.593 valid_0's l1: 13.8282
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.2586 valid_0's l1: 29.0465
[2] valid_0's poisson: -82.0882 valid_0's l1: 28.7428
[3] valid_0's poisson: -82.8754 valid_0's l1: 28.4433
[4] valid_0's poisson: -83.6673 valid_0's l1: 28.1392
[5] valid_0's poisson: -84.394 valid_0's l1: 27.8443
[6] valid_0's poisson: -85.0849 valid_0's l1: 27.5585
[7] valid_0's poisson: -85.7767 valid_0's l1: 27.2682
[8] valid_0's poisson: -86.41 valid_0's l1: 26.9922
[9] valid_0's poisson: -86.9818 valid_0's l1: 26.7301
[10] valid_0's poisson: -87.5721 valid_0's l1: 26.4613
[11] valid_0's poisson: -88.1439 valid_0's l1: 26.1983
[12] valid_0's poisson: -88.646 valid_0's l1: 25.9507
[13] valid_0's poisson: -89.1579 valid_0's l1: 25.6993
[14] valid_0's poisson: -89.6545 valid_0's l1: 25.4513
[15] valid_0's poisson: -90.129 valid_0's l1: 25.2074
[16] valid_0's poisson: -90.5725 valid_0's l1: 24.9762
[17] valid_0's poisson: -91.0209 valid_0's l1: 24.7425
[18] valid_0's poisson: -91.4363 valid_0's l1: 24.5205
[19] valid_0's poisson: -91.8246 valid_0's l1: 24.307
[20] valid_0's poisson: -92.2357 valid_0's l1: 24.0824
[21] valid_0's poisson: -92.5748 valid_0's l1: 23.8821
[22] valid_0's poisson: -92.909 valid_0's l1: 23.6846
[23] valid_0's poisson: -93.2878 valid_0's l1: 23.4707
[24] valid_0's poisson: -93.6418 valid_0's l1: 23.2651
[25] valid_0's poisson: -93.9788 valid_0's l1: 23.065
[26] valid_0's poisson: -94.3112 valid_0's l1: 22.8683
[27] valid_0's poisson: -94.8549 valid_0's l1: 22.6308
[28] valid_0's poisson: -95.3143 valid_0's l1: 22.4162
[29] valid_0's poisson: -95.6181 valid_0's l1: 22.2255
[30] valid_0's poisson: -95.9082 valid_0's l1: 22.0405
[31] valid_0's poisson: -96.3345 valid_0's l1: 21.8295
[32] valid_0's poisson: -96.7592 valid_0's l1: 21.6097
[33] valid_0's poisson: -97.1513 valid_0's l1: 21.4031
[34] valid_0's poisson: -97.5429 valid_0's l1: 21.1859
[35] valid_0's poisson: -97.893 valid_0's l1: 20.9924
[36] valid_0's poisson: -98.2419 valid_0's l1: 20.7883
[37] valid_0's poisson: -98.5733 valid_0's l1: 20.5885
[38] valid_0's poisson: -98.9133 valid_0's l1: 20.3849
[39] valid_0's poisson: -99.1924 valid_0's l1: 20.2092
[40] valid_0's poisson: -99.4792 valid_0's l1: 20.0301
[41] valid_0's poisson: -99.7756 valid_0's l1: 19.839
[42] valid_0's poisson: -100.049 valid_0's l1: 19.6614
[43] valid_0's poisson: -100.266 valid_0's l1: 19.5052
[44] valid_0's poisson: -100.488 valid_0's l1: 19.3455
[45] valid_0's poisson: -100.696 valid_0's l1: 19.1921
[46] valid_0's poisson: -100.917 valid_0's l1: 19.0297
[47] valid_0's poisson: -101.106 valid_0's l1: 18.8829
[48] valid_0's poisson: -101.326 valid_0's l1: 18.7203
[49] valid_0's poisson: -101.535 valid_0's l1: 18.564
[50] valid_0's poisson: -101.71 valid_0's l1: 18.4226
[51] valid_0's poisson: -101.877 valid_0's l1: 18.2881
[52] valid_0's poisson: -102.084 valid_0's l1: 18.1331
[53] valid_0's poisson: -102.264 valid_0's l1: 17.9905
[54] valid_0's poisson: -102.418 valid_0's l1: 17.8625
[55] valid_0's poisson: -102.583 valid_0's l1: 17.7296
[56] valid_0's poisson: -102.733 valid_0's l1: 17.6007
[57] valid_0's poisson: -102.881 valid_0's l1: 17.4749
[58] valid_0's poisson: -102.982 valid_0's l1: 17.3771
[59] valid_0's poisson: -103.128 valid_0's l1: 17.2559
[60] valid_0's poisson: -103.248 valid_0's l1: 17.1477
[61] valid_0's poisson: -103.338 valid_0's l1: 17.0582
[62] valid_0's poisson: -103.483 valid_0's l1: 16.9351
[63] valid_0's poisson: -103.626 valid_0's l1: 16.8148
[64] valid_0's poisson: -103.718 valid_0's l1: 16.7213
[65] valid_0's poisson: -103.85 valid_0's l1: 16.6057
[66] valid_0's poisson: -103.931 valid_0's l1: 16.5194
[67] valid_0's poisson: -104.012 valid_0's l1: 16.4364
[68] valid_0's poisson: -104.086 valid_0's l1: 16.3566
[69] valid_0's poisson: -104.188 valid_0's l1: 16.2602
[70] valid_0's poisson: -104.305 valid_0's l1: 16.1561
[71] valid_0's poisson: -104.417 valid_0's l1: 16.054
[72] valid_0's poisson: -104.523 valid_0's l1: 15.954
[73] valid_0's poisson: -104.626 valid_0's l1: 15.8609
[74] valid_0's poisson: -104.73 valid_0's l1: 15.7644
[75] valid_0's poisson: -104.83 valid_0's l1: 15.6717
[76] valid_0's poisson: -104.921 valid_0's l1: 15.5845
[77] valid_0's poisson: -105.02 valid_0's l1: 15.4899
[78] valid_0's poisson: -105.107 valid_0's l1: 15.4039
[79] valid_0's poisson: -105.195 valid_0's l1: 15.3191
[80] valid_0's poisson: -105.29 valid_0's l1: 15.2274
[81] valid_0's poisson: -105.368 valid_0's l1: 15.1486
[82] valid_0's poisson: -105.448 valid_0's l1: 15.0687
[83] valid_0's poisson: -105.529 valid_0's l1: 14.9846
[84] valid_0's poisson: -105.598 valid_0's l1: 14.9131
[85] valid_0's poisson: -105.669 valid_0's l1: 14.8379
[86] valid_0's poisson: -105.72 valid_0's l1: 14.7764
[87] valid_0's poisson: -105.777 valid_0's l1: 14.711
[88] valid_0's poisson: -105.824 valid_0's l1: 14.6559
[89] valid_0's poisson: -105.888 valid_0's l1: 14.5877
[90] valid_0's poisson: -105.951 valid_0's l1: 14.5206
[91] valid_0's poisson: -105.997 valid_0's l1: 14.4633
[92] valid_0's poisson: -106.06 valid_0's l1: 14.3927
[93] valid_0's poisson: -106.097 valid_0's l1: 14.3486
[94] valid_0's poisson: -106.157 valid_0's l1: 14.2812
[95] valid_0's poisson: -106.217 valid_0's l1: 14.2135
[96] valid_0's poisson: -106.28 valid_0's l1: 14.1482
[97] valid_0's poisson: -106.336 valid_0's l1: 14.0842
[98] valid_0's poisson: -106.39 valid_0's l1: 14.0224
[99] valid_0's poisson: -106.449 valid_0's l1: 13.9535
[100] valid_0's poisson: -106.503 valid_0's l1: 13.8902
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.2591 valid_0's l1: 29.0446
[2] valid_0's poisson: -82.0862 valid_0's l1: 28.7381
[3] valid_0's poisson: -82.8861 valid_0's l1: 28.4332
[4] valid_0's poisson: -83.6437 valid_0's l1: 28.1343
[5] valid_0's poisson: -84.3808 valid_0's l1: 27.8375
[6] valid_0's poisson: -85.0818 valid_0's l1: 27.547
[7] valid_0's poisson: -85.7424 valid_0's l1: 27.2646
[8] valid_0's poisson: -86.3859 valid_0's l1: 26.9839
[9] valid_0's poisson: -86.996 valid_0's l1: 26.7127
[10] valid_0's poisson: -87.5712 valid_0's l1: 26.4496
[11] valid_0's poisson: -88.1215 valid_0's l1: 26.1919
[12] valid_0's poisson: -88.6667 valid_0's l1: 25.9306
[13] valid_0's poisson: -89.1364 valid_0's l1: 25.6913
[14] valid_0's poisson: -89.5984 valid_0's l1: 25.4567
[15] valid_0's poisson: -90.0366 valid_0's l1: 25.2296
[16] valid_0's poisson: -90.485 valid_0's l1: 24.9967
[17] valid_0's poisson: -90.9395 valid_0's l1: 24.7645
[18] valid_0's poisson: -91.3552 valid_0's l1: 24.5459
[19] valid_0's poisson: -91.7579 valid_0's l1: 24.3267
[20] valid_0's poisson: -92.1373 valid_0's l1: 24.1145
[21] valid_0's poisson: -92.5337 valid_0's l1: 23.9012
[22] valid_0's poisson: -92.9 valid_0's l1: 23.6916
[23] valid_0's poisson: -93.321 valid_0's l1: 23.47
[24] valid_0's poisson: -93.6415 valid_0's l1: 23.2763
[25] valid_0's poisson: -93.9651 valid_0's l1: 23.0828
[26] valid_0's poisson: -94.5236 valid_0's l1: 22.8434
[27] valid_0's poisson: -94.8678 valid_0's l1: 22.651
[28] valid_0's poisson: -95.1424 valid_0's l1: 22.4714
[29] valid_0's poisson: -95.4304 valid_0's l1: 22.2911
[30] valid_0's poisson: -95.6998 valid_0's l1: 22.1162
[31] valid_0's poisson: -95.9851 valid_0's l1: 21.9373
[32] valid_0's poisson: -96.4347 valid_0's l1: 21.7257
[33] valid_0's poisson: -96.8358 valid_0's l1: 21.5289
[34] valid_0's poisson: -97.2194 valid_0's l1: 21.3304
[35] valid_0's poisson: -97.6132 valid_0's l1: 21.1231
[36] valid_0's poisson: -97.968 valid_0's l1: 20.9254
[37] valid_0's poisson: -98.2922 valid_0's l1: 20.7419
[38] valid_0's poisson: -98.6189 valid_0's l1: 20.5518
[39] valid_0's poisson: -98.9075 valid_0's l1: 20.3713
[40] valid_0's poisson: -99.2162 valid_0's l1: 20.1815
[41] valid_0's poisson: -99.4661 valid_0's l1: 20.0137
[42] valid_0's poisson: -99.7181 valid_0's l1: 19.8446
[43] valid_0's poisson: -99.9942 valid_0's l1: 19.6657
[44] valid_0's poisson: -100.222 valid_0's l1: 19.5071
[45] valid_0's poisson: -100.479 valid_0's l1: 19.3342
[46] valid_0's poisson: -100.716 valid_0's l1: 19.1693
[47] valid_0's poisson: -100.944 valid_0's l1: 19.0047
[48] valid_0's poisson: -101.158 valid_0's l1: 18.8482
[49] valid_0's poisson: -101.367 valid_0's l1: 18.6944
[50] valid_0's poisson: -101.563 valid_0's l1: 18.5468
[51] valid_0's poisson: -101.757 valid_0's l1: 18.4003
[52] valid_0's poisson: -101.943 valid_0's l1: 18.2553
[53] valid_0's poisson: -102.128 valid_0's l1: 18.113
[54] valid_0's poisson: -102.304 valid_0's l1: 17.9756
[55] valid_0's poisson: -102.487 valid_0's l1: 17.8298
[56] valid_0's poisson: -102.662 valid_0's l1: 17.6885
[57] valid_0's poisson: -102.819 valid_0's l1: 17.5605
[58] valid_0's poisson: -102.97 valid_0's l1: 17.437
[59] valid_0's poisson: -103.114 valid_0's l1: 17.3166
[60] valid_0's poisson: -103.267 valid_0's l1: 17.1906
[61] valid_0's poisson: -103.415 valid_0's l1: 17.067
[62] valid_0's poisson: -103.557 valid_0's l1: 16.9447
[63] valid_0's poisson: -103.69 valid_0's l1: 16.8286
[64] valid_0's poisson: -103.781 valid_0's l1: 16.7351
[65] valid_0's poisson: -103.916 valid_0's l1: 16.6161
[66] valid_0's poisson: -104.044 valid_0's l1: 16.5028
[67] valid_0's poisson: -104.163 valid_0's l1: 16.3958
[68] valid_0's poisson: -104.286 valid_0's l1: 16.2823
[69] valid_0's poisson: -104.401 valid_0's l1: 16.1751
[70] valid_0's poisson: -104.479 valid_0's l1: 16.0913
[71] valid_0's poisson: -104.586 valid_0's l1: 15.9891
[72] valid_0's poisson: -104.658 valid_0's l1: 15.9118
[73] valid_0's poisson: -104.732 valid_0's l1: 15.8344
[74] valid_0's poisson: -104.798 valid_0's l1: 15.7595
[75] valid_0's poisson: -104.859 valid_0's l1: 15.6923
[76] valid_0's poisson: -104.954 valid_0's l1: 15.6041
[77] valid_0's poisson: -105.022 valid_0's l1: 15.5317
[78] valid_0's poisson: -105.113 valid_0's l1: 15.4422
[79] valid_0's poisson: -105.197 valid_0's l1: 15.3609
[80] valid_0's poisson: -105.28 valid_0's l1: 15.2773
[81] valid_0's poisson: -105.362 valid_0's l1: 15.1921
[82] valid_0's poisson: -105.444 valid_0's l1: 15.1071
[83] valid_0's poisson: -105.519 valid_0's l1: 15.0274
[84] valid_0's poisson: -105.593 valid_0's l1: 14.9472
[85] valid_0's poisson: -105.647 valid_0's l1: 14.8865
[86] valid_0's poisson: -105.723 valid_0's l1: 14.8093
[87] valid_0's poisson: -105.799 valid_0's l1: 14.7286
[88] valid_0's poisson: -105.849 valid_0's l1: 14.6721
[89] valid_0's poisson: -105.894 valid_0's l1: 14.618
[90] valid_0's poisson: -105.952 valid_0's l1: 14.5505
[91] valid_0's poisson: -106.014 valid_0's l1: 14.4795
[92] valid_0's poisson: -106.069 valid_0's l1: 14.4146
[93] valid_0's poisson: -106.111 valid_0's l1: 14.3643
[94] valid_0's poisson: -106.152 valid_0's l1: 14.3145
[95] valid_0's poisson: -106.192 valid_0's l1: 14.266
[96] valid_0's poisson: -106.246 valid_0's l1: 14.2029
[97] valid_0's poisson: -106.309 valid_0's l1: 14.1334
[98] valid_0's poisson: -106.347 valid_0's l1: 14.0858
[99] valid_0's poisson: -106.381 valid_0's l1: 14.0447
[100] valid_0's poisson: -106.443 valid_0's l1: 13.9767
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -81.0787 valid_0's l1: 29.1133
[2] valid_0's poisson: -81.7381 valid_0's l1: 28.8746
[3] valid_0's poisson: -82.3862 valid_0's l1: 28.6368
[4] valid_0's poisson: -82.9788 valid_0's l1: 28.4096
[5] valid_0's poisson: -83.5632 valid_0's l1: 28.1842
[6] valid_0's poisson: -84.1178 valid_0's l1: 27.9647
[7] valid_0's poisson: -84.64 valid_0's l1: 27.7529
[8] valid_0's poisson: -85.1365 valid_0's l1: 27.5477
[9] valid_0's poisson: -85.6095 valid_0's l1: 27.3478
[10] valid_0's poisson: -86.0601 valid_0's l1: 27.1534
[11] valid_0's poisson: -86.4809 valid_0's l1: 26.9687
[12] valid_0's poisson: -86.8814 valid_0's l1: 26.79
[13] valid_0's poisson: -87.2824 valid_0's l1: 26.611
[14] valid_0's poisson: -87.6505 valid_0's l1: 26.4415
[15] valid_0's poisson: -88.0172 valid_0's l1: 26.2709
[16] valid_0's poisson: -88.3682 valid_0's l1: 26.1039
[17] valid_0's poisson: -88.674 valid_0's l1: 25.96
[18] valid_0's poisson: -88.9985 valid_0's l1: 25.8021
[19] valid_0's poisson: -89.3098 valid_0's l1: 25.6495
[20] valid_0's poisson: -89.6051 valid_0's l1: 25.5036
[21] valid_0's poisson: -89.894 valid_0's l1: 25.3566
[22] valid_0's poisson: -90.1565 valid_0's l1: 25.227
[23] valid_0's poisson: -90.425 valid_0's l1: 25.0885
[24] valid_0's poisson: -90.6831 valid_0's l1: 24.9562
[25] valid_0's poisson: -90.9503 valid_0's l1: 24.8112
[26] valid_0's poisson: -91.2069 valid_0's l1: 24.6696
[27] valid_0's poisson: -91.4529 valid_0's l1: 24.5308
[28] valid_0's poisson: -91.6889 valid_0's l1: 24.398
[29] valid_0's poisson: -91.8958 valid_0's l1: 24.2909
[30] valid_0's poisson: -92.0952 valid_0's l1: 24.1872
[31] valid_0's poisson: -92.2878 valid_0's l1: 24.0881
[32] valid_0's poisson: -92.4981 valid_0's l1: 23.9666
[33] valid_0's poisson: -92.7002 valid_0's l1: 23.8483
[34] valid_0's poisson: -92.8605 valid_0's l1: 23.7627
[35] valid_0's poisson: -93.0623 valid_0's l1: 23.6409
[36] valid_0's poisson: -93.2366 valid_0's l1: 23.5463
[37] valid_0's poisson: -93.3923 valid_0's l1: 23.4567
[38] valid_0's poisson: -93.5803 valid_0's l1: 23.3436
[39] valid_0's poisson: -93.761 valid_0's l1: 23.2343
[40] valid_0's poisson: -93.8935 valid_0's l1: 23.1611
[41] valid_0's poisson: -94.0639 valid_0's l1: 23.0548
[42] valid_0's poisson: -94.1968 valid_0's l1: 22.9759
[43] valid_0's poisson: -94.3574 valid_0's l1: 22.8729
[44] valid_0's poisson: -94.5122 valid_0's l1: 22.7744
[45] valid_0's poisson: -94.6612 valid_0's l1: 22.6777
[46] valid_0's poisson: -94.8039 valid_0's l1: 22.5866
[47] valid_0's poisson: -94.937 valid_0's l1: 22.5148
[48] valid_0's poisson: -95.074 valid_0's l1: 22.424
[49] valid_0's poisson: -95.1691 valid_0's l1: 22.3665
[50] valid_0's poisson: -95.2948 valid_0's l1: 22.297
[51] valid_0's poisson: -95.4193 valid_0's l1: 22.2275
[52] valid_0's poisson: -95.5154 valid_0's l1: 22.1714
[53] valid_0's poisson: -95.6156 valid_0's l1: 22.1094
[54] valid_0's poisson: -95.6996 valid_0's l1: 22.058
[55] valid_0's poisson: -95.81 valid_0's l1: 21.9962
[56] valid_0's poisson: -95.9169 valid_0's l1: 21.9357
[57] valid_0's poisson: -96.0277 valid_0's l1: 21.8583
[58] valid_0's poisson: -96.1351 valid_0's l1: 21.7969
[59] valid_0's poisson: -96.2198 valid_0's l1: 21.7436
[60] valid_0's poisson: -96.292 valid_0's l1: 21.6975
[61] valid_0's poisson: -96.3754 valid_0's l1: 21.644
[62] valid_0's poisson: -96.4563 valid_0's l1: 21.5917
[63] valid_0's poisson: -96.5229 valid_0's l1: 21.5487
[64] valid_0's poisson: -96.6078 valid_0's l1: 21.4842
[65] valid_0's poisson: -96.6798 valid_0's l1: 21.4395
[66] valid_0's poisson: -96.77 valid_0's l1: 21.3869
[67] valid_0's poisson: -96.8575 valid_0's l1: 21.336
[68] valid_0's poisson: -96.9424 valid_0's l1: 21.287
[69] valid_0's poisson: -97.0121 valid_0's l1: 21.2386
[70] valid_0's poisson: -97.0944 valid_0's l1: 21.1911
[71] valid_0's poisson: -97.1854 valid_0's l1: 21.1247
[72] valid_0's poisson: -97.2365 valid_0's l1: 21.0882
[73] valid_0's poisson: -97.3123 valid_0's l1: 21.0435
[74] valid_0's poisson: -97.362 valid_0's l1: 21.0077
[75] valid_0's poisson: -97.4345 valid_0's l1: 20.9651
[76] valid_0's poisson: -97.5189 valid_0's l1: 20.901
[77] valid_0's poisson: -97.5998 valid_0's l1: 20.8395
[78] valid_0's poisson: -97.6786 valid_0's l1: 20.7802
[79] valid_0's poisson: -97.7226 valid_0's l1: 20.7487
[80] valid_0's poisson: -97.7984 valid_0's l1: 20.6904
[81] valid_0's poisson: -97.8715 valid_0's l1: 20.6345
[82] valid_0's poisson: -97.9418 valid_0's l1: 20.5783
[83] valid_0's poisson: -97.9806 valid_0's l1: 20.5512
[84] valid_0's poisson: -98.0481 valid_0's l1: 20.4965
[85] valid_0's poisson: -98.1981 valid_0's l1: 20.4217
[86] valid_0's poisson: -98.2367 valid_0's l1: 20.393
[87] valid_0's poisson: -98.2981 valid_0's l1: 20.3502
[88] valid_0's poisson: -98.3646 valid_0's l1: 20.3099
[89] valid_0's poisson: -98.4263 valid_0's l1: 20.2589
[90] valid_0's poisson: -98.4837 valid_0's l1: 20.219
[91] valid_0's poisson: -98.5283 valid_0's l1: 20.1871
[92] valid_0's poisson: -98.5865 valid_0's l1: 20.1388
[93] valid_0's poisson: -98.7185 valid_0's l1: 20.0698
[94] valid_0's poisson: -98.7526 valid_0's l1: 20.0432
[95] valid_0's poisson: -98.8124 valid_0's l1: 20.007
[96] valid_0's poisson: -98.8653 valid_0's l1: 19.97
[97] valid_0's poisson: -98.9105 valid_0's l1: 19.9409
[98] valid_0's poisson: -98.95 valid_0's l1: 19.9122
[99] valid_0's poisson: -99.0037 valid_0's l1: 19.8735
[100] valid_0's poisson: -99.0557 valid_0's l1: 19.8358
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -81.0787 valid_0's l1: 29.1133
[2] valid_0's poisson: -81.7381 valid_0's l1: 28.8746
[3] valid_0's poisson: -82.3862 valid_0's l1: 28.6368
[4] valid_0's poisson: -82.9788 valid_0's l1: 28.4096
[5] valid_0's poisson: -83.569 valid_0's l1: 28.1826
[6] valid_0's poisson: -84.1301 valid_0's l1: 27.9596
[7] valid_0's poisson: -84.6629 valid_0's l1: 27.7425
[8] valid_0's poisson: -85.1645 valid_0's l1: 27.5339
[9] valid_0's poisson: -85.6322 valid_0's l1: 27.3355
[10] valid_0's poisson: -86.0934 valid_0's l1: 27.137
[11] valid_0's poisson: -86.5303 valid_0's l1: 26.9457
[12] valid_0's poisson: -86.9513 valid_0's l1: 26.7572
[13] valid_0's poisson: -87.3533 valid_0's l1: 26.5739
[14] valid_0's poisson: -87.7369 valid_0's l1: 26.3963
[15] valid_0's poisson: -88.0987 valid_0's l1: 26.2285
[16] valid_0's poisson: -88.4519 valid_0's l1: 26.0601
[17] valid_0's poisson: -88.7907 valid_0's l1: 25.8967
[18] valid_0's poisson: -89.1154 valid_0's l1: 25.7365
[19] valid_0's poisson: -89.4267 valid_0's l1: 25.5823
[20] valid_0's poisson: -89.725 valid_0's l1: 25.4312
[21] valid_0's poisson: -90.0114 valid_0's l1: 25.2866
[22] valid_0's poisson: -90.2698 valid_0's l1: 25.1571
[23] valid_0's poisson: -90.5189 valid_0's l1: 25.0313
[24] valid_0's poisson: -90.7926 valid_0's l1: 24.885
[25] valid_0's poisson: -91.0548 valid_0's l1: 24.7418
[26] valid_0's poisson: -91.3064 valid_0's l1: 24.6022
[27] valid_0's poisson: -91.5373 valid_0's l1: 24.4815
[28] valid_0's poisson: -91.76 valid_0's l1: 24.3671
[29] valid_0's poisson: -91.9875 valid_0's l1: 24.2387
[30] valid_0's poisson: -92.2059 valid_0's l1: 24.1141
[31] valid_0's poisson: -92.3971 valid_0's l1: 24.014
[32] valid_0's poisson: -92.6017 valid_0's l1: 23.8942
[33] valid_0's poisson: -92.807 valid_0's l1: 23.7742
[34] valid_0's poisson: -93.0042 valid_0's l1: 23.6571
[35] valid_0's poisson: -93.1856 valid_0's l1: 23.559
[36] valid_0's poisson: -93.3404 valid_0's l1: 23.4691
[37] valid_0's poisson: -93.512 valid_0's l1: 23.3635
[38] valid_0's poisson: -93.6967 valid_0's l1: 23.2514
[39] valid_0's poisson: -93.8743 valid_0's l1: 23.1419
[40] valid_0's poisson: -93.9956 valid_0's l1: 23.0709
[41] valid_0's poisson: -94.1634 valid_0's l1: 22.9645
[42] valid_0's poisson: -94.3248 valid_0's l1: 22.8621
[43] valid_0's poisson: -94.4803 valid_0's l1: 22.762
[44] valid_0's poisson: -94.6299 valid_0's l1: 22.6651
[45] valid_0's poisson: -94.7635 valid_0's l1: 22.5919
[46] valid_0's poisson: -94.8797 valid_0's l1: 22.5208
[47] valid_0's poisson: -95.0179 valid_0's l1: 22.4427
[48] valid_0's poisson: -95.1488 valid_0's l1: 22.3711
[49] valid_0's poisson: -95.2804 valid_0's l1: 22.2825
[50] valid_0's poisson: -95.4067 valid_0's l1: 22.1971
[51] valid_0's poisson: -95.4977 valid_0's l1: 22.142
[52] valid_0's poisson: -95.5862 valid_0's l1: 22.0881
[53] valid_0's poisson: -95.6722 valid_0's l1: 22.0354
[54] valid_0's poisson: -95.756 valid_0's l1: 21.9841
[55] valid_0's poisson: -95.8627 valid_0's l1: 21.9105
[56] valid_0's poisson: -95.9421 valid_0's l1: 21.8623
[57] valid_0's poisson: -96.0474 valid_0's l1: 21.8026
[58] valid_0's poisson: -96.1346 valid_0's l1: 21.7487
[59] valid_0's poisson: -96.2345 valid_0's l1: 21.6918
[60] valid_0's poisson: -96.3193 valid_0's l1: 21.6374
[61] valid_0's poisson: -96.4001 valid_0's l1: 21.5868
[62] valid_0's poisson: -96.4936 valid_0's l1: 21.5329
[63] valid_0's poisson: -96.5626 valid_0's l1: 21.4883
[64] valid_0's poisson: -96.6383 valid_0's l1: 21.4401
[65] valid_0's poisson: -96.7048 valid_0's l1: 21.3976
[66] valid_0's poisson: -96.7923 valid_0's l1: 21.3464
[67] valid_0's poisson: -96.8772 valid_0's l1: 21.2972
[68] valid_0's poisson: -96.9475 valid_0's l1: 21.252
[69] valid_0's poisson: -97.0298 valid_0's l1: 21.204
[70] valid_0's poisson: -97.1096 valid_0's l1: 21.1571
[71] valid_0's poisson: -97.1956 valid_0's l1: 21.0929
[72] valid_0's poisson: -97.2496 valid_0's l1: 21.0573
[73] valid_0's poisson: -97.3044 valid_0's l1: 21.0209
[74] valid_0's poisson: -97.3927 valid_0's l1: 20.9559
[75] valid_0's poisson: -97.4525 valid_0's l1: 20.9169
[76] valid_0's poisson: -97.5221 valid_0's l1: 20.8759
[77] valid_0's poisson: -97.605 valid_0's l1: 20.8142
[78] valid_0's poisson: -97.6849 valid_0's l1: 20.7537
[79] valid_0's poisson: -97.7622 valid_0's l1: 20.6952
[80] valid_0's poisson: -97.8145 valid_0's l1: 20.6621
[81] valid_0's poisson: -97.8868 valid_0's l1: 20.6043
[82] valid_0's poisson: -97.9581 valid_0's l1: 20.5484
[83] valid_0's poisson: -98.027 valid_0's l1: 20.4934
[84] valid_0's poisson: -98.0643 valid_0's l1: 20.465
[85] valid_0's poisson: -98.1247 valid_0's l1: 20.4277
[86] valid_0's poisson: -98.1897 valid_0's l1: 20.3753
[87] valid_0's poisson: -98.2245 valid_0's l1: 20.3488
[88] valid_0's poisson: -98.2866 valid_0's l1: 20.2984
[89] valid_0's poisson: -98.3467 valid_0's l1: 20.249
[90] valid_0's poisson: -98.4058 valid_0's l1: 20.2017
[91] valid_0's poisson: -98.4398 valid_0's l1: 20.1786
[92] valid_0's poisson: -98.4958 valid_0's l1: 20.1326
[93] valid_0's poisson: -98.55 valid_0's l1: 20.0875
[94] valid_0's poisson: -98.5797 valid_0's l1: 20.0662
[95] valid_0's poisson: -98.6355 valid_0's l1: 20.0288
[96] valid_0's poisson: -98.6755 valid_0's l1: 20.0008
[97] valid_0's poisson: -98.7285 valid_0's l1: 19.9646
[98] valid_0's poisson: -98.784 valid_0's l1: 19.9263
[99] valid_0's poisson: -98.8229 valid_0's l1: 19.8985
[100] valid_0's poisson: -98.9656 valid_0's l1: 19.8265
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -81.0787 valid_0's l1: 29.1133
[2] valid_0's poisson: -81.7135 valid_0's l1: 28.8822
[3] valid_0's poisson: -82.3637 valid_0's l1: 28.644
[4] valid_0's poisson: -82.9581 valid_0's l1: 28.4162
[5] valid_0's poisson: -83.5504 valid_0's l1: 28.189
[6] valid_0's poisson: -84.1129 valid_0's l1: 27.9664
[7] valid_0's poisson: -84.6236 valid_0's l1: 27.7565
[8] valid_0's poisson: -85.1105 valid_0's l1: 27.5527
[9] valid_0's poisson: -85.5889 valid_0's l1: 27.3525
[10] valid_0's poisson: -86.0445 valid_0's l1: 27.1574
[11] valid_0's poisson: -86.4566 valid_0's l1: 26.9749
[12] valid_0's poisson: -86.8754 valid_0's l1: 26.7886
[13] valid_0's poisson: -87.2753 valid_0's l1: 26.6088
[14] valid_0's poisson: -87.6573 valid_0's l1: 26.4331
[15] valid_0's poisson: -88.0226 valid_0's l1: 26.2629
[16] valid_0's poisson: -88.3723 valid_0's l1: 26.0969
[17] valid_0's poisson: -88.7075 valid_0's l1: 25.9371
[18] valid_0's poisson: -89.0123 valid_0's l1: 25.7873
[19] valid_0's poisson: -89.3229 valid_0's l1: 25.635
[20] valid_0's poisson: -89.6038 valid_0's l1: 25.4968
[21] valid_0's poisson: -89.8886 valid_0's l1: 25.3541
[22] valid_0's poisson: -90.1893 valid_0's l1: 25.1971
[23] valid_0's poisson: -90.4768 valid_0's l1: 25.0446
[24] valid_0's poisson: -90.718 valid_0's l1: 24.9246
[25] valid_0's poisson: -90.9735 valid_0's l1: 24.7918
[26] valid_0's poisson: -91.2192 valid_0's l1: 24.6637
[27] valid_0's poisson: -91.4688 valid_0's l1: 24.5239
[28] valid_0's poisson: -91.7082 valid_0's l1: 24.3903
[29] valid_0's poisson: -91.9376 valid_0's l1: 24.2609
[30] valid_0's poisson: -92.1578 valid_0's l1: 24.1356
[31] valid_0's poisson: -92.3537 valid_0's l1: 24.0314
[32] valid_0's poisson: -92.5507 valid_0's l1: 23.9258
[33] valid_0's poisson: -92.7532 valid_0's l1: 23.8222
[34] valid_0's poisson: -92.9667 valid_0's l1: 23.6973
[35] valid_0's poisson: -93.1717 valid_0's l1: 23.5775
[36] valid_0's poisson: -93.3563 valid_0's l1: 23.4663
[37] valid_0's poisson: -93.5421 valid_0's l1: 23.3538
[38] valid_0's poisson: -93.6817 valid_0's l1: 23.2769
[39] valid_0's poisson: -93.821 valid_0's l1: 23.1968
[40] valid_0's poisson: -93.9963 valid_0's l1: 23.089
[41] valid_0's poisson: -94.1649 valid_0's l1: 22.9832
[42] valid_0's poisson: -94.3273 valid_0's l1: 22.8815
[43] valid_0's poisson: -94.4356 valid_0's l1: 22.8159
[44] valid_0's poisson: -94.5408 valid_0's l1: 22.752
[45] valid_0's poisson: -94.6799 valid_0's l1: 22.6781
[46] valid_0's poisson: -94.8268 valid_0's l1: 22.5847
[47] valid_0's poisson: -94.9581 valid_0's l1: 22.515
[48] valid_0's poisson: -95.0559 valid_0's l1: 22.4551
[49] valid_0's poisson: -95.1807 valid_0's l1: 22.3875
[50] valid_0's poisson: -95.2847 valid_0's l1: 22.324
[51] valid_0's poisson: -95.3857 valid_0's l1: 22.2623
[52] valid_0's poisson: -95.4737 valid_0's l1: 22.2072
[53] valid_0's poisson: -95.5725 valid_0's l1: 22.1455
[54] valid_0's poisson: -95.6681 valid_0's l1: 22.0861
[55] valid_0's poisson: -95.7877 valid_0's l1: 22.0211
[56] valid_0's poisson: -95.9067 valid_0's l1: 21.9491
[57] valid_0's poisson: -95.9961 valid_0's l1: 21.8936
[58] valid_0's poisson: -96.1035 valid_0's l1: 21.8191
[59] valid_0's poisson: -96.2049 valid_0's l1: 21.7617
[60] valid_0's poisson: -96.3033 valid_0's l1: 21.7056
[61] valid_0's poisson: -96.3876 valid_0's l1: 21.6513
[62] valid_0's poisson: -96.4923 valid_0's l1: 21.5933
[63] valid_0's poisson: -96.595 valid_0's l1: 21.5294
[64] valid_0's poisson: -96.6591 valid_0's l1: 21.4874
[65] valid_0's poisson: -96.7561 valid_0's l1: 21.4328
[66] valid_0's poisson: -96.8537 valid_0's l1: 21.3622
[67] valid_0's poisson: -96.9392 valid_0's l1: 21.3139
[68] valid_0's poisson: -96.9986 valid_0's l1: 21.2746
[69] valid_0's poisson: -97.058 valid_0's l1: 21.2342
[70] valid_0's poisson: -97.1438 valid_0's l1: 21.1862
[71] valid_0's poisson: -97.2087 valid_0's l1: 21.1428
[72] valid_0's poisson: -97.2718 valid_0's l1: 21.1006
[73] valid_0's poisson: -97.3649 valid_0's l1: 21.0319
[74] valid_0's poisson: -97.4548 valid_0's l1: 20.9652
[75] valid_0's poisson: -97.5416 valid_0's l1: 20.9003
[76] valid_0's poisson: -97.5925 valid_0's l1: 20.8655
[77] valid_0's poisson: -97.6419 valid_0's l1: 20.8326
[78] valid_0's poisson: -97.6954 valid_0's l1: 20.7987
[79] valid_0's poisson: -97.776 valid_0's l1: 20.7376
[80] valid_0's poisson: -97.8538 valid_0's l1: 20.6772
[81] valid_0's poisson: -97.9077 valid_0's l1: 20.6396
[82] valid_0's poisson: -97.9818 valid_0's l1: 20.5819
[83] valid_0's poisson: -98.0246 valid_0's l1: 20.5525
[84] valid_0's poisson: -98.0956 valid_0's l1: 20.4961
[85] valid_0's poisson: -98.1652 valid_0's l1: 20.4412
[86] valid_0's poisson: -98.2019 valid_0's l1: 20.413
[87] valid_0's poisson: -98.3608 valid_0's l1: 20.3348
[88] valid_0's poisson: -98.3962 valid_0's l1: 20.3077
[89] valid_0's poisson: -98.4608 valid_0's l1: 20.2548
[90] valid_0's poisson: -98.5149 valid_0's l1: 20.2168
[91] valid_0's poisson: -98.5767 valid_0's l1: 20.1661
[92] valid_0's poisson: -98.6404 valid_0's l1: 20.1278
[93] valid_0's poisson: -98.6972 valid_0's l1: 20.0882
[94] valid_0's poisson: -98.7537 valid_0's l1: 20.0485
[95] valid_0's poisson: -98.7857 valid_0's l1: 20.0235
[96] valid_0's poisson: -98.9251 valid_0's l1: 19.9527
[97] valid_0's poisson: -98.9583 valid_0's l1: 19.9287
[98] valid_0's poisson: -99.013 valid_0's l1: 19.8893
[99] valid_0's poisson: -99.0965 valid_0's l1: 19.8507
[100] valid_0's poisson: -99.1645 valid_0's l1: 19.8089
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -81.0787 valid_0's l1: 29.1135
[2] valid_0's poisson: -81.7609 valid_0's l1: 28.8693
[3] valid_0's poisson: -82.3498 valid_0's l1: 28.6466
[4] valid_0's poisson: -82.9487 valid_0's l1: 28.4177
[5] valid_0's poisson: -83.5349 valid_0's l1: 28.1918
[6] valid_0's poisson: -84.0922 valid_0's l1: 27.9703
[7] valid_0's poisson: -84.6265 valid_0's l1: 27.7544
[8] valid_0's poisson: -85.1343 valid_0's l1: 27.5448
[9] valid_0's poisson: -85.5843 valid_0's l1: 27.3533
[10] valid_0's poisson: -86.0494 valid_0's l1: 27.1524
[11] valid_0's poisson: -86.4848 valid_0's l1: 26.9607
[12] valid_0's poisson: -86.899 valid_0's l1: 26.7768
[13] valid_0's poisson: -87.2947 valid_0's l1: 26.5986
[14] valid_0's poisson: -87.6743 valid_0's l1: 26.4231
[15] valid_0's poisson: -88.0375 valid_0's l1: 26.2524
[16] valid_0's poisson: -88.3925 valid_0's l1: 26.0823
[17] valid_0's poisson: -88.7254 valid_0's l1: 25.9211
[18] valid_0's poisson: -89.026 valid_0's l1: 25.776
[19] valid_0's poisson: -89.3333 valid_0's l1: 25.6251
[20] valid_0's poisson: -89.6252 valid_0's l1: 25.4797
[21] valid_0's poisson: -89.9103 valid_0's l1: 25.3349
[22] valid_0's poisson: -90.1719 valid_0's l1: 25.2043
[23] valid_0's poisson: -90.4657 valid_0's l1: 25.0469
[24] valid_0's poisson: -90.7132 valid_0's l1: 24.9201
[25] valid_0's poisson: -90.9636 valid_0's l1: 24.7914
[26] valid_0's poisson: -91.2263 valid_0's l1: 24.6468
[27] valid_0's poisson: -91.4799 valid_0's l1: 24.5049
[28] valid_0's poisson: -91.6926 valid_0's l1: 24.3943
[29] valid_0's poisson: -91.8982 valid_0's l1: 24.2859
[30] valid_0's poisson: -92.1307 valid_0's l1: 24.1545
[31] valid_0's poisson: -92.3526 valid_0's l1: 24.0286
[32] valid_0's poisson: -92.5656 valid_0's l1: 23.9056
[33] valid_0's poisson: -92.7805 valid_0's l1: 23.779
[34] valid_0's poisson: -92.9869 valid_0's l1: 23.6559
[35] valid_0's poisson: -93.1807 valid_0's l1: 23.549
[36] valid_0's poisson: -93.3746 valid_0's l1: 23.4317
[37] valid_0's poisson: -93.5125 valid_0's l1: 23.3525
[38] valid_0's poisson: -93.6961 valid_0's l1: 23.2411
[39] valid_0's poisson: -93.8726 valid_0's l1: 23.1323
[40] valid_0's poisson: -94.0357 valid_0's l1: 23.0449
[41] valid_0's poisson: -94.194 valid_0's l1: 22.9525
[42] valid_0's poisson: -94.3074 valid_0's l1: 22.8846
[43] valid_0's poisson: -94.4284 valid_0's l1: 22.8112
[44] valid_0's poisson: -94.5811 valid_0's l1: 22.7118
[45] valid_0's poisson: -94.7284 valid_0's l1: 22.6176
[46] valid_0's poisson: -94.8704 valid_0's l1: 22.526
[47] valid_0's poisson: -94.9788 valid_0's l1: 22.4631
[48] valid_0's poisson: -95.1138 valid_0's l1: 22.3759
[49] valid_0's poisson: -95.2186 valid_0's l1: 22.3111
[50] valid_0's poisson: -95.3112 valid_0's l1: 22.2541
[51] valid_0's poisson: -95.4157 valid_0's l1: 22.189
[52] valid_0's poisson: -95.5148 valid_0's l1: 22.1285
[53] valid_0's poisson: -95.6325 valid_0's l1: 22.0629
[54] valid_0's poisson: -95.724 valid_0's l1: 22.0047
[55] valid_0's poisson: -95.8359 valid_0's l1: 21.9416
[56] valid_0's poisson: -95.9162 valid_0's l1: 21.8908
[57] valid_0's poisson: -96.0148 valid_0's l1: 21.8199
[58] valid_0's poisson: -96.1164 valid_0's l1: 21.7487
[59] valid_0's poisson: -96.2163 valid_0's l1: 21.6921
[60] valid_0's poisson: -96.2956 valid_0's l1: 21.6422
[61] valid_0's poisson: -96.3907 valid_0's l1: 21.5882
[62] valid_0's poisson: -96.4698 valid_0's l1: 21.5375
[63] valid_0's poisson: -96.5619 valid_0's l1: 21.4845
[64] valid_0's poisson: -96.641 valid_0's l1: 21.433
[65] valid_0's poisson: -96.7301 valid_0's l1: 21.3813
[66] valid_0's poisson: -96.8166 valid_0's l1: 21.3317
[67] valid_0's poisson: -96.9066 valid_0's l1: 21.2753
[68] valid_0's poisson: -96.9666 valid_0's l1: 21.2359
[69] valid_0's poisson: -97.0276 valid_0's l1: 21.195
[70] valid_0's poisson: -97.1119 valid_0's l1: 21.1413
[71] valid_0's poisson: -97.1778 valid_0's l1: 21.0973
[72] valid_0's poisson: -97.2547 valid_0's l1: 21.0401
[73] valid_0's poisson: -97.3092 valid_0's l1: 21.0032
[74] valid_0's poisson: -97.3622 valid_0's l1: 20.9674
[75] valid_0's poisson: -97.4345 valid_0's l1: 20.9243
[76] valid_0's poisson: -97.5183 valid_0's l1: 20.8616
[77] valid_0's poisson: -97.5687 valid_0's l1: 20.8284
[78] valid_0's poisson: -97.6252 valid_0's l1: 20.7905
[79] valid_0's poisson: -97.6923 valid_0's l1: 20.7502
[80] valid_0's poisson: -97.7702 valid_0's l1: 20.6907
[81] valid_0's poisson: -97.822 valid_0's l1: 20.6574
[82] valid_0's poisson: -97.898 valid_0's l1: 20.6
[83] valid_0's poisson: -97.97 valid_0's l1: 20.5436
[84] valid_0's poisson: -98.0393 valid_0's l1: 20.4884
[85] valid_0's poisson: -98.0855 valid_0's l1: 20.458
[86] valid_0's poisson: -98.152 valid_0's l1: 20.4043
[87] valid_0's poisson: -98.2176 valid_0's l1: 20.3519
[88] valid_0's poisson: -98.2903 valid_0's l1: 20.2976
[89] valid_0's poisson: -98.3518 valid_0's l1: 20.2479
[90] valid_0's poisson: -98.4115 valid_0's l1: 20.2001
[91] valid_0's poisson: -98.4499 valid_0's l1: 20.1745
[92] valid_0's poisson: -98.5054 valid_0's l1: 20.137
[93] valid_0's poisson: -98.54 valid_0's l1: 20.1112
[94] valid_0's poisson: -98.6358 valid_0's l1: 20.0689
[95] valid_0's poisson: -98.6888 valid_0's l1: 20.0328
[96] valid_0's poisson: -98.7201 valid_0's l1: 20.008
[97] valid_0's poisson: -98.7745 valid_0's l1: 19.9636
[98] valid_0's poisson: -98.8109 valid_0's l1: 19.9374
[99] valid_0's poisson: -98.849 valid_0's l1: 19.91
[100] valid_0's poisson: -98.9348 valid_0's l1: 19.8712
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -81.0801 valid_0's l1: 29.1117
[2] valid_0's poisson: -81.7637 valid_0's l1: 28.8657
[3] valid_0's poisson: -82.3494 valid_0's l1: 28.646
[4] valid_0's poisson: -82.9472 valid_0's l1: 28.4161
[5] valid_0's poisson: -83.5419 valid_0's l1: 28.1864
[6] valid_0's poisson: -84.1001 valid_0's l1: 27.9653
[7] valid_0's poisson: -84.6364 valid_0's l1: 27.7478
[8] valid_0's poisson: -85.1461 valid_0's l1: 27.5366
[9] valid_0's poisson: -85.5809 valid_0's l1: 27.3516
[10] valid_0's poisson: -86.0475 valid_0's l1: 27.1508
[11] valid_0's poisson: -86.4922 valid_0's l1: 26.9567
[12] valid_0's poisson: -86.9168 valid_0's l1: 26.7673
[13] valid_0's poisson: -87.3222 valid_0's l1: 26.5843
[14] valid_0's poisson: -87.7094 valid_0's l1: 26.4056
[15] valid_0's poisson: -88.0733 valid_0's l1: 26.2353
[16] valid_0's poisson: -88.4035 valid_0's l1: 26.0794
[17] valid_0's poisson: -88.74 valid_0's l1: 25.9181
[18] valid_0's poisson: -89.0625 valid_0's l1: 25.7594
[19] valid_0's poisson: -89.3716 valid_0's l1: 25.6067
[20] valid_0's poisson: -89.6604 valid_0's l1: 25.4634
[21] valid_0's poisson: -89.9532 valid_0's l1: 25.3158
[22] valid_0's poisson: -90.2209 valid_0's l1: 25.1808
[23] valid_0's poisson: -90.4721 valid_0's l1: 25.0542
[24] valid_0's poisson: -90.7306 valid_0's l1: 24.922
[25] valid_0's poisson: -90.9979 valid_0's l1: 24.7778
[26] valid_0's poisson: -91.2547 valid_0's l1: 24.6364
[27] valid_0's poisson: -91.5009 valid_0's l1: 24.4978
[28] valid_0's poisson: -91.737 valid_0's l1: 24.3651
[29] valid_0's poisson: -91.969 valid_0's l1: 24.2438
[30] valid_0's poisson: -92.1861 valid_0's l1: 24.1341
[31] valid_0's poisson: -92.4147 valid_0's l1: 24.0055
[32] valid_0's poisson: -92.6215 valid_0's l1: 23.8847
[33] valid_0's poisson: -92.8202 valid_0's l1: 23.7671
[34] valid_0's poisson: -92.9889 valid_0's l1: 23.6763
[35] valid_0's poisson: -93.1878 valid_0's l1: 23.5589
[36] valid_0's poisson: -93.3428 valid_0's l1: 23.4694
[37] valid_0's poisson: -93.5279 valid_0's l1: 23.3575
[38] valid_0's poisson: -93.7067 valid_0's l1: 23.2585
[39] valid_0's poisson: -93.8458 valid_0's l1: 23.1792
[40] valid_0's poisson: -94.0145 valid_0's l1: 23.0738
[41] valid_0's poisson: -94.1793 valid_0's l1: 22.97
[42] valid_0's poisson: -94.3381 valid_0's l1: 22.8792
[43] valid_0's poisson: -94.4924 valid_0's l1: 22.7813
[44] valid_0's poisson: -94.641 valid_0's l1: 22.6854
[45] valid_0's poisson: -94.7683 valid_0's l1: 22.6164
[46] valid_0's poisson: -94.882 valid_0's l1: 22.5496
[47] valid_0's poisson: -95.002 valid_0's l1: 22.4842
[48] valid_0's poisson: -95.1276 valid_0's l1: 22.4006
[49] valid_0's poisson: -95.2329 valid_0's l1: 22.3359
[50] valid_0's poisson: -95.3533 valid_0's l1: 22.2702
[51] valid_0's poisson: -95.4778 valid_0's l1: 22.1875
[52] valid_0's poisson: -95.5979 valid_0's l1: 22.1074
[53] valid_0's poisson: -95.6848 valid_0's l1: 22.0533
[54] valid_0's poisson: -95.7693 valid_0's l1: 22.001
[55] valid_0's poisson: -95.8795 valid_0's l1: 21.9394
[56] valid_0's poisson: -95.9864 valid_0's l1: 21.8795
[57] valid_0's poisson: -96.0733 valid_0's l1: 21.8259
[58] valid_0's poisson: -96.1695 valid_0's l1: 21.7686
[59] valid_0's poisson: -96.2534 valid_0's l1: 21.7155
[60] valid_0's poisson: -96.3428 valid_0's l1: 21.6489
[61] valid_0's poisson: -96.4293 valid_0's l1: 21.5844
[62] valid_0's poisson: -96.5056 valid_0's l1: 21.5385
[63] valid_0's poisson: -96.5863 valid_0's l1: 21.4855
[64] valid_0's poisson: -96.6601 valid_0's l1: 21.4391
[65] valid_0's poisson: -96.7492 valid_0's l1: 21.3873
[66] valid_0's poisson: -96.8328 valid_0's l1: 21.327
[67] valid_0's poisson: -96.9188 valid_0's l1: 21.2782
[68] valid_0's poisson: -97.0022 valid_0's l1: 21.2305
[69] valid_0's poisson: -97.0833 valid_0's l1: 21.1838
[70] valid_0's poisson: -97.1619 valid_0's l1: 21.1382
[71] valid_0's poisson: -97.2305 valid_0's l1: 21.092
[72] valid_0's poisson: -97.3024 valid_0's l1: 21.0356
[73] valid_0's poisson: -97.3523 valid_0's l1: 20.999
[74] valid_0's poisson: -97.4118 valid_0's l1: 20.9589
[75] valid_0's poisson: -97.4794 valid_0's l1: 20.9054
[76] valid_0's poisson: -97.525 valid_0's l1: 20.8718
[77] valid_0's poisson: -97.5814 valid_0's l1: 20.8343
[78] valid_0's poisson: -97.6311 valid_0's l1: 20.8001
[79] valid_0's poisson: -97.6989 valid_0's l1: 20.76
[80] valid_0's poisson: -97.7746 valid_0's l1: 20.702
[81] valid_0's poisson: -97.8478 valid_0's l1: 20.6458
[82] valid_0's poisson: -97.9186 valid_0's l1: 20.5907
[83] valid_0's poisson: -97.9886 valid_0's l1: 20.5366
[84] valid_0's poisson: -98.0713 valid_0's l1: 20.4876
[85] valid_0's poisson: -98.1362 valid_0's l1: 20.4352
[86] valid_0's poisson: -98.2006 valid_0's l1: 20.3831
[87] valid_0's poisson: -98.2629 valid_0's l1: 20.3333
[88] valid_0's poisson: -98.4079 valid_0's l1: 20.2614
[89] valid_0's poisson: -98.4461 valid_0's l1: 20.235
[90] valid_0's poisson: -98.489 valid_0's l1: 20.2047
[91] valid_0's poisson: -98.5233 valid_0's l1: 20.1779
[92] valid_0's poisson: -98.6569 valid_0's l1: 20.1096
[93] valid_0's poisson: -98.7288 valid_0's l1: 20.0659
[94] valid_0's poisson: -98.7838 valid_0's l1: 20.0201
[95] valid_0's poisson: -98.9079 valid_0's l1: 19.9554
[96] valid_0's poisson: -98.9389 valid_0's l1: 19.9308
[97] valid_0's poisson: -99.0063 valid_0's l1: 19.8897
[98] valid_0's poisson: -99.0718 valid_0's l1: 19.8496
[99] valid_0's poisson: -99.1221 valid_0's l1: 19.8134
[100] valid_0's poisson: -99.1708 valid_0's l1: 19.7788
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1775 valid_0's l1: 29.0747
[2] valid_0's poisson: -81.9284 valid_0's l1: 28.7981
[3] valid_0's poisson: -82.6387 valid_0's l1: 28.5265
[4] valid_0's poisson: -83.3114 valid_0's l1: 28.2611
[5] valid_0's poisson: -83.9787 valid_0's l1: 27.9937
[6] valid_0's poisson: -84.6332 valid_0's l1: 27.7298
[7] valid_0's poisson: -85.2527 valid_0's l1: 27.4728
[8] valid_0's poisson: -85.8683 valid_0's l1: 27.2129
[9] valid_0's poisson: -86.4521 valid_0's l1: 26.9587
[10] valid_0's poisson: -86.9693 valid_0's l1: 26.7207
[11] valid_0's poisson: -87.4739 valid_0's l1: 26.484
[12] valid_0's poisson: -87.978 valid_0's l1: 26.247
[13] valid_0's poisson: -88.4622 valid_0's l1: 26.0154
[14] valid_0's poisson: -88.8888 valid_0's l1: 25.7981
[15] valid_0's poisson: -89.3337 valid_0's l1: 25.5772
[16] valid_0's poisson: -89.7507 valid_0's l1: 25.364
[17] valid_0's poisson: -90.1419 valid_0's l1: 25.1562
[18] valid_0's poisson: -90.5161 valid_0's l1: 24.9533
[19] valid_0's poisson: -90.8624 valid_0's l1: 24.7647
[20] valid_0's poisson: -91.1965 valid_0's l1: 24.5761
[21] valid_0's poisson: -91.5178 valid_0's l1: 24.3928
[22] valid_0's poisson: -91.8351 valid_0's l1: 24.2131
[23] valid_0's poisson: -92.1396 valid_0's l1: 24.0381
[24] valid_0's poisson: -92.4321 valid_0's l1: 23.8667
[25] valid_0's poisson: -92.7439 valid_0's l1: 23.6911
[26] valid_0's poisson: -93.0689 valid_0's l1: 23.5104
[27] valid_0's poisson: -93.3436 valid_0's l1: 23.3475
[28] valid_0's poisson: -93.5962 valid_0's l1: 23.1913
[29] valid_0's poisson: -93.8499 valid_0's l1: 23.0373
[30] valid_0's poisson: -94.1088 valid_0's l1: 22.8821
[31] valid_0's poisson: -94.3895 valid_0's l1: 22.7184
[32] valid_0's poisson: -94.6347 valid_0's l1: 22.5677
[33] valid_0's poisson: -94.8923 valid_0's l1: 22.4153
[34] valid_0's poisson: -95.3453 valid_0's l1: 22.2222
[35] valid_0's poisson: -95.5817 valid_0's l1: 22.0784
[36] valid_0's poisson: -95.815 valid_0's l1: 21.9375
[37] valid_0's poisson: -96.0039 valid_0's l1: 21.8116
[38] valid_0's poisson: -96.4187 valid_0's l1: 21.6226
[39] valid_0's poisson: -96.808 valid_0's l1: 21.4378
[40] valid_0's poisson: -97.1864 valid_0's l1: 21.2561
[41] valid_0's poisson: -97.511 valid_0's l1: 21.0878
[42] valid_0's poisson: -97.6549 valid_0's l1: 20.982
[43] valid_0's poisson: -97.9502 valid_0's l1: 20.8226
[44] valid_0's poisson: -98.2494 valid_0's l1: 20.6636
[45] valid_0's poisson: -98.5373 valid_0's l1: 20.5048
[46] valid_0's poisson: -98.8181 valid_0's l1: 20.3459
[47] valid_0's poisson: -99.1018 valid_0's l1: 20.185
[48] valid_0's poisson: -99.3737 valid_0's l1: 20.0372
[49] valid_0's poisson: -99.5968 valid_0's l1: 19.906
[50] valid_0's poisson: -99.8196 valid_0's l1: 19.7725
[51] valid_0's poisson: -100.065 valid_0's l1: 19.6231
[52] valid_0's poisson: -100.287 valid_0's l1: 19.4803
[53] valid_0's poisson: -100.451 valid_0's l1: 19.3629
[54] valid_0's poisson: -100.664 valid_0's l1: 19.2305
[55] valid_0's poisson: -100.875 valid_0's l1: 19.0897
[56] valid_0's poisson: -101.058 valid_0's l1: 18.9607
[57] valid_0's poisson: -101.232 valid_0's l1: 18.8338
[58] valid_0's poisson: -101.399 valid_0's l1: 18.7102
[59] valid_0's poisson: -101.557 valid_0's l1: 18.5989
[60] valid_0's poisson: -101.645 valid_0's l1: 18.5225
[61] valid_0's poisson: -101.788 valid_0's l1: 18.4204
[62] valid_0's poisson: -101.879 valid_0's l1: 18.3367
[63] valid_0's poisson: -101.963 valid_0's l1: 18.2624
[64] valid_0's poisson: -102.124 valid_0's l1: 18.1448
[65] valid_0's poisson: -102.284 valid_0's l1: 18.0216
[66] valid_0's poisson: -102.357 valid_0's l1: 17.9541
[67] valid_0's poisson: -102.444 valid_0's l1: 17.8784
[68] valid_0's poisson: -102.523 valid_0's l1: 17.8052
[69] valid_0's poisson: -102.6 valid_0's l1: 17.7353
[70] valid_0's poisson: -102.707 valid_0's l1: 17.6474
[71] valid_0's poisson: -102.819 valid_0's l1: 17.5547
[72] valid_0's poisson: -102.888 valid_0's l1: 17.485
[73] valid_0's poisson: -102.957 valid_0's l1: 17.4149
[74] valid_0's poisson: -103.062 valid_0's l1: 17.3345
[75] valid_0's poisson: -103.118 valid_0's l1: 17.2791
[76] valid_0's poisson: -103.227 valid_0's l1: 17.1863
[77] valid_0's poisson: -103.332 valid_0's l1: 17.0966
[78] valid_0's poisson: -103.461 valid_0's l1: 16.9944
[79] valid_0's poisson: -103.527 valid_0's l1: 16.932
[80] valid_0's poisson: -103.646 valid_0's l1: 16.843
[81] valid_0's poisson: -103.733 valid_0's l1: 16.7729
[82] valid_0's poisson: -103.849 valid_0's l1: 16.6757
[83] valid_0's poisson: -103.94 valid_0's l1: 16.5928
[84] valid_0's poisson: -104.048 valid_0's l1: 16.5012
[85] valid_0's poisson: -104.12 valid_0's l1: 16.4393
[86] valid_0's poisson: -104.189 valid_0's l1: 16.38
[87] valid_0's poisson: -104.289 valid_0's l1: 16.2914
[88] valid_0's poisson: -104.384 valid_0's l1: 16.2053
[89] valid_0's poisson: -104.427 valid_0's l1: 16.1609
[90] valid_0's poisson: -104.519 valid_0's l1: 16.0842
[91] valid_0's poisson: -104.607 valid_0's l1: 16.0033
[92] valid_0's poisson: -104.691 valid_0's l1: 15.9238
[93] valid_0's poisson: -104.755 valid_0's l1: 15.8623
[94] valid_0's poisson: -104.793 valid_0's l1: 15.8218
[95] valid_0's poisson: -104.86 valid_0's l1: 15.7527
[96] valid_0's poisson: -104.891 valid_0's l1: 15.7188
[97] valid_0's poisson: -104.957 valid_0's l1: 15.6605
[98] valid_0's poisson: -105.019 valid_0's l1: 15.5963
[99] valid_0's poisson: -105.08 valid_0's l1: 15.5336
[100] valid_0's poisson: -105.139 valid_0's l1: 15.4704
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1966 valid_0's l1: 29.0683
[2] valid_0's poisson: -81.9439 valid_0's l1: 28.7914
[3] valid_0's poisson: -82.6846 valid_0's l1: 28.5148
[4] valid_0's poisson: -83.3841 valid_0's l1: 28.2442
[5] valid_0's poisson: -84.0526 valid_0's l1: 27.9775
[6] valid_0's poisson: -84.6681 valid_0's l1: 27.718
[7] valid_0's poisson: -85.295 valid_0's l1: 27.4554
[8] valid_0's poisson: -85.9144 valid_0's l1: 27.1943
[9] valid_0's poisson: -86.4813 valid_0's l1: 26.9466
[10] valid_0's poisson: -87.0375 valid_0's l1: 26.7015
[11] valid_0's poisson: -87.5326 valid_0's l1: 26.4665
[12] valid_0's poisson: -88.0376 valid_0's l1: 26.2306
[13] valid_0's poisson: -88.5185 valid_0's l1: 26.0002
[14] valid_0's poisson: -88.9594 valid_0's l1: 25.7777
[15] valid_0's poisson: -89.3969 valid_0's l1: 25.5588
[16] valid_0's poisson: -89.7998 valid_0's l1: 25.3506
[17] valid_0's poisson: -90.2022 valid_0's l1: 25.1411
[18] valid_0's poisson: -90.5723 valid_0's l1: 24.9404
[19] valid_0's poisson: -90.9174 valid_0's l1: 24.7486
[20] valid_0's poisson: -91.2473 valid_0's l1: 24.5604
[21] valid_0's poisson: -91.5815 valid_0's l1: 24.374
[22] valid_0's poisson: -91.8964 valid_0's l1: 24.1929
[23] valid_0's poisson: -92.2222 valid_0's l1: 24.01
[24] valid_0's poisson: -92.514 valid_0's l1: 23.837
[25] valid_0's poisson: -92.8426 valid_0's l1: 23.6586
[26] valid_0's poisson: -93.1136 valid_0's l1: 23.4945
[27] valid_0's poisson: -93.4234 valid_0's l1: 23.3206
[28] valid_0's poisson: -93.7191 valid_0's l1: 23.1545
[29] valid_0's poisson: -93.9647 valid_0's l1: 22.9994
[30] valid_0's poisson: -94.2342 valid_0's l1: 22.8391
[31] valid_0's poisson: -94.5116 valid_0's l1: 22.6785
[32] valid_0's poisson: -94.7314 valid_0's l1: 22.5368
[33] valid_0's poisson: -95.1904 valid_0's l1: 22.3414
[34] valid_0's poisson: -95.4296 valid_0's l1: 22.1912
[35] valid_0's poisson: -95.6497 valid_0's l1: 22.0527
[36] valid_0's poisson: -95.8827 valid_0's l1: 21.9104
[37] valid_0's poisson: -96.0959 valid_0's l1: 21.7704
[38] valid_0's poisson: -96.3175 valid_0's l1: 21.6293
[39] valid_0's poisson: -96.6757 valid_0's l1: 21.4652
[40] valid_0's poisson: -97.0039 valid_0's l1: 21.2986
[41] valid_0's poisson: -97.1878 valid_0's l1: 21.1725
[42] valid_0's poisson: -97.5031 valid_0's l1: 21.0186
[43] valid_0's poisson: -97.7924 valid_0's l1: 20.862
[44] valid_0's poisson: -98.0678 valid_0's l1: 20.7111
[45] valid_0's poisson: -98.3666 valid_0's l1: 20.5451
[46] valid_0's poisson: -98.6492 valid_0's l1: 20.3845
[47] valid_0's poisson: -98.9142 valid_0's l1: 20.2307
[48] valid_0's poisson: -99.1627 valid_0's l1: 20.0808
[49] valid_0's poisson: -99.3992 valid_0's l1: 19.9349
[50] valid_0's poisson: -99.6235 valid_0's l1: 19.7985
[51] valid_0's poisson: -99.854 valid_0's l1: 19.6626
[52] valid_0's poisson: -100.062 valid_0's l1: 19.5394
[53] valid_0's poisson: -100.182 valid_0's l1: 19.4336
[54] valid_0's poisson: -100.374 valid_0's l1: 19.314
[55] valid_0's poisson: -100.534 valid_0's l1: 19.1978
[56] valid_0's poisson: -100.643 valid_0's l1: 19.0983
[57] valid_0's poisson: -100.76 valid_0's l1: 18.9992
[58] valid_0's poisson: -100.932 valid_0's l1: 18.8872
[59] valid_0's poisson: -101.124 valid_0's l1: 18.7546
[60] valid_0's poisson: -101.287 valid_0's l1: 18.6331
[61] valid_0's poisson: -101.444 valid_0's l1: 18.5142
[62] valid_0's poisson: -101.529 valid_0's l1: 18.4381
[63] valid_0's poisson: -101.677 valid_0's l1: 18.3233
[64] valid_0's poisson: -101.858 valid_0's l1: 18.1919
[65] valid_0's poisson: -101.934 valid_0's l1: 18.1207
[66] valid_0's poisson: -102.098 valid_0's l1: 17.9993
[67] valid_0's poisson: -102.186 valid_0's l1: 17.9181
[68] valid_0's poisson: -102.316 valid_0's l1: 17.8232
[69] valid_0's poisson: -102.458 valid_0's l1: 17.728
[70] valid_0's poisson: -102.597 valid_0's l1: 17.6197
[71] valid_0's poisson: -102.743 valid_0's l1: 17.5056
[72] valid_0's poisson: -102.861 valid_0's l1: 17.4048
[73] valid_0's poisson: -102.928 valid_0's l1: 17.3403
[74] valid_0's poisson: -102.994 valid_0's l1: 17.2767
[75] valid_0's poisson: -103.054 valid_0's l1: 17.2195
[76] valid_0's poisson: -103.2 valid_0's l1: 17.1167
[77] valid_0's poisson: -103.257 valid_0's l1: 17.0601
[78] valid_0's poisson: -103.361 valid_0's l1: 16.9684
[79] valid_0's poisson: -103.489 valid_0's l1: 16.8654
[80] valid_0's poisson: -103.614 valid_0's l1: 16.7631
[81] valid_0's poisson: -103.735 valid_0's l1: 16.6635
[82] valid_0's poisson: -103.829 valid_0's l1: 16.5775
[83] valid_0's poisson: -103.878 valid_0's l1: 16.5289
[84] valid_0's poisson: -103.927 valid_0's l1: 16.4787
[85] valid_0's poisson: -104.041 valid_0's l1: 16.3902
[86] valid_0's poisson: -104.146 valid_0's l1: 16.307
[87] valid_0's poisson: -104.242 valid_0's l1: 16.2261
[88] valid_0's poisson: -104.342 valid_0's l1: 16.1391
[89] valid_0's poisson: -104.415 valid_0's l1: 16.0658
[90] valid_0's poisson: -104.455 valid_0's l1: 16.0239
[91] valid_0's poisson: -104.524 valid_0's l1: 15.963
[92] valid_0's poisson: -104.564 valid_0's l1: 15.9206
[93] valid_0's poisson: -104.631 valid_0's l1: 15.851
[94] valid_0's poisson: -104.669 valid_0's l1: 15.8101
[95] valid_0's poisson: -104.706 valid_0's l1: 15.7733
[96] valid_0's poisson: -104.782 valid_0's l1: 15.7042
[97] valid_0's poisson: -104.847 valid_0's l1: 15.6483
[98] valid_0's poisson: -104.914 valid_0's l1: 15.5896
[99] valid_0's poisson: -104.985 valid_0's l1: 15.5208
[100] valid_0's poisson: -105.035 valid_0's l1: 15.4734
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.199 valid_0's l1: 29.0687
[2] valid_0's poisson: -81.9678 valid_0's l1: 28.7877
[3] valid_0's poisson: -82.6942 valid_0's l1: 28.5119
[4] valid_0's poisson: -83.382 valid_0's l1: 28.2413
[5] valid_0's poisson: -84.044 valid_0's l1: 27.9757
[6] valid_0's poisson: -84.7071 valid_0's l1: 27.7065
[7] valid_0's poisson: -85.352 valid_0's l1: 27.441
[8] valid_0's poisson: -85.9496 valid_0's l1: 27.1841
[9] valid_0's poisson: -86.5152 valid_0's l1: 26.9352
[10] valid_0's poisson: -87.0226 valid_0's l1: 26.7
[11] valid_0's poisson: -87.5496 valid_0's l1: 26.4594
[12] valid_0's poisson: -88.0707 valid_0's l1: 26.2196
[13] valid_0's poisson: -88.5481 valid_0's l1: 25.9902
[14] valid_0's poisson: -89.0003 valid_0's l1: 25.7684
[15] valid_0's poisson: -89.4323 valid_0's l1: 25.5522
[16] valid_0's poisson: -89.8265 valid_0's l1: 25.3416
[17] valid_0's poisson: -90.2135 valid_0's l1: 25.1352
[18] valid_0's poisson: -90.588 valid_0's l1: 24.9342
[19] valid_0's poisson: -90.9427 valid_0's l1: 24.7413
[20] valid_0's poisson: -91.2819 valid_0's l1: 24.5515
[21] valid_0's poisson: -91.6576 valid_0's l1: 24.3523
[22] valid_0's poisson: -91.9848 valid_0's l1: 24.1699
[23] valid_0's poisson: -92.2848 valid_0's l1: 23.9949
[24] valid_0's poisson: -92.5809 valid_0's l1: 23.8231
[25] valid_0's poisson: -92.8583 valid_0's l1: 23.6578
[26] valid_0's poisson: -93.1275 valid_0's l1: 23.4962
[27] valid_0's poisson: -93.3864 valid_0's l1: 23.3398
[28] valid_0's poisson: -93.6876 valid_0's l1: 23.1697
[29] valid_0's poisson: -93.9601 valid_0's l1: 23.0111
[30] valid_0's poisson: -94.1911 valid_0's l1: 22.8665
[31] valid_0's poisson: -94.4563 valid_0's l1: 22.7087
[32] valid_0's poisson: -94.7037 valid_0's l1: 22.5593
[33] valid_0's poisson: -94.9729 valid_0's l1: 22.405
[34] valid_0's poisson: -95.479 valid_0's l1: 22.1918
[35] valid_0's poisson: -95.9515 valid_0's l1: 21.9844
[36] valid_0's poisson: -96.3693 valid_0's l1: 21.792
[37] valid_0's poisson: -96.7809 valid_0's l1: 21.5972
[38] valid_0's poisson: -96.9518 valid_0's l1: 21.4721
[39] valid_0's poisson: -97.1169 valid_0's l1: 21.35
[40] valid_0's poisson: -97.3126 valid_0's l1: 21.2211
[41] valid_0's poisson: -97.4632 valid_0's l1: 21.1125
[42] valid_0's poisson: -97.81 valid_0's l1: 20.9335
[43] valid_0's poisson: -98.1545 valid_0's l1: 20.754
[44] valid_0's poisson: -98.4427 valid_0's l1: 20.5937
[45] valid_0's poisson: -98.7068 valid_0's l1: 20.4495
[46] valid_0's poisson: -98.9479 valid_0's l1: 20.3024
[47] valid_0's poisson: -99.2177 valid_0's l1: 20.1452
[48] valid_0's poisson: -99.4474 valid_0's l1: 20.0099
[49] valid_0's poisson: -99.7084 valid_0's l1: 19.8536
[50] valid_0's poisson: -99.9427 valid_0's l1: 19.7055
[51] valid_0's poisson: -100.189 valid_0's l1: 19.5506
[52] valid_0's poisson: -100.384 valid_0's l1: 19.4276
[53] valid_0's poisson: -100.594 valid_0's l1: 19.2851
[54] valid_0's poisson: -100.793 valid_0's l1: 19.1469
[55] valid_0's poisson: -100.904 valid_0's l1: 19.0564
[56] valid_0's poisson: -101.003 valid_0's l1: 18.967
[57] valid_0's poisson: -101.184 valid_0's l1: 18.8468
[58] valid_0's poisson: -101.377 valid_0's l1: 18.7106
[59] valid_0's poisson: -101.467 valid_0's l1: 18.6298
[60] valid_0's poisson: -101.642 valid_0's l1: 18.5001
[61] valid_0's poisson: -101.811 valid_0's l1: 18.3821
[62] valid_0's poisson: -101.981 valid_0's l1: 18.2578
[63] valid_0's poisson: -102.153 valid_0's l1: 18.1273
[64] valid_0's poisson: -102.317 valid_0's l1: 18.0003
[65] valid_0's poisson: -102.473 valid_0's l1: 17.8776
[66] valid_0's poisson: -102.606 valid_0's l1: 17.7642
[67] valid_0's poisson: -102.759 valid_0's l1: 17.6447
[68] valid_0's poisson: -102.882 valid_0's l1: 17.5382
[69] valid_0's poisson: -103.001 valid_0's l1: 17.4353
[70] valid_0's poisson: -103.143 valid_0's l1: 17.3291
[71] valid_0's poisson: -103.227 valid_0's l1: 17.2492
[72] valid_0's poisson: -103.329 valid_0's l1: 17.1574
[73] valid_0's poisson: -103.433 valid_0's l1: 17.0756
[74] valid_0's poisson: -103.537 valid_0's l1: 16.9819
[75] valid_0's poisson: -103.638 valid_0's l1: 16.9011
[76] valid_0's poisson: -103.692 valid_0's l1: 16.8469
[77] valid_0's poisson: -103.81 valid_0's l1: 16.7538
[78] valid_0's poisson: -103.925 valid_0's l1: 16.6625
[79] valid_0's poisson: -104.016 valid_0's l1: 16.5757
[80] valid_0's poisson: -104.105 valid_0's l1: 16.4909
[81] valid_0's poisson: -104.166 valid_0's l1: 16.4291
[82] valid_0's poisson: -104.259 valid_0's l1: 16.3431
[83] valid_0's poisson: -104.349 valid_0's l1: 16.2589
[84] valid_0's poisson: -104.407 valid_0's l1: 16.2027
[85] valid_0's poisson: -104.458 valid_0's l1: 16.1492
[86] valid_0's poisson: -104.53 valid_0's l1: 16.0848
[87] valid_0's poisson: -104.62 valid_0's l1: 16.0064
[88] valid_0's poisson: -104.689 valid_0's l1: 15.9442
[89] valid_0's poisson: -104.772 valid_0's l1: 15.8629
[90] valid_0's poisson: -104.843 valid_0's l1: 15.7913
[91] valid_0's poisson: -104.91 valid_0's l1: 15.7204
[92] valid_0's poisson: -104.974 valid_0's l1: 15.6508
[93] valid_0's poisson: -105.015 valid_0's l1: 15.6059
[94] valid_0's poisson: -105.054 valid_0's l1: 15.5622
[95] valid_0's poisson: -105.093 valid_0's l1: 15.5202
[96] valid_0's poisson: -105.148 valid_0's l1: 15.4686
[97] valid_0's poisson: -105.202 valid_0's l1: 15.4168
[98] valid_0's poisson: -105.259 valid_0's l1: 15.3575
[99] valid_0's poisson: -105.311 valid_0's l1: 15.3017
[100] valid_0's poisson: -105.361 valid_0's l1: 15.2534
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1795 valid_0's l1: 29.0746
[2] valid_0's poisson: -81.9558 valid_0's l1: 28.7943
[3] valid_0's poisson: -82.6843 valid_0's l1: 28.5197
[4] valid_0's poisson: -83.3785 valid_0's l1: 28.2493
[5] valid_0's poisson: -84.0356 valid_0's l1: 27.9846
[6] valid_0's poisson: -84.7069 valid_0's l1: 27.7141
[7] valid_0's poisson: -85.3251 valid_0's l1: 27.4552
[8] valid_0's poisson: -85.9266 valid_0's l1: 27.1983
[9] valid_0's poisson: -86.5044 valid_0's l1: 26.9466
[10] valid_0's poisson: -87.0347 valid_0's l1: 26.7069
[11] valid_0's poisson: -87.5582 valid_0's l1: 26.4653
[12] valid_0's poisson: -88.0559 valid_0's l1: 26.2303
[13] valid_0's poisson: -88.531 valid_0's l1: 25.9999
[14] valid_0's poisson: -89.0092 valid_0's l1: 25.7683
[15] valid_0's poisson: -89.4529 valid_0's l1: 25.5488
[16] valid_0's poisson: -89.8589 valid_0's l1: 25.3345
[17] valid_0's poisson: -90.2475 valid_0's l1: 25.126
[18] valid_0's poisson: -90.6196 valid_0's l1: 24.9223
[19] valid_0's poisson: -90.9785 valid_0's l1: 24.7262
[20] valid_0's poisson: -91.3227 valid_0's l1: 24.5328
[21] valid_0's poisson: -91.65 valid_0's l1: 24.3491
[22] valid_0's poisson: -91.953 valid_0's l1: 24.1698
[23] valid_0's poisson: -92.2805 valid_0's l1: 23.986
[24] valid_0's poisson: -92.5638 valid_0's l1: 23.8141
[25] valid_0's poisson: -92.8888 valid_0's l1: 23.634
[26] valid_0's poisson: -93.1474 valid_0's l1: 23.4752
[27] valid_0's poisson: -93.4515 valid_0's l1: 23.3033
[28] valid_0's poisson: -93.757 valid_0's l1: 23.1322
[29] valid_0's poisson: -94.2207 valid_0's l1: 22.9385
[30] valid_0's poisson: -94.5007 valid_0's l1: 22.7743
[31] valid_0's poisson: -94.7233 valid_0's l1: 22.6283
[32] valid_0's poisson: -94.9693 valid_0's l1: 22.475
[33] valid_0's poisson: -95.1846 valid_0's l1: 22.3367
[34] valid_0's poisson: -95.3932 valid_0's l1: 22.2017
[35] valid_0's poisson: -95.6171 valid_0's l1: 22.0613
[36] valid_0's poisson: -96.0475 valid_0's l1: 21.8717
[37] valid_0's poisson: -96.4452 valid_0's l1: 21.6883
[38] valid_0's poisson: -96.8342 valid_0's l1: 21.499
[39] valid_0's poisson: -97.1307 valid_0's l1: 21.3376
[40] valid_0's poisson: -97.5081 valid_0's l1: 21.1487
[41] valid_0's poisson: -97.6774 valid_0's l1: 21.0251
[42] valid_0's poisson: -97.9444 valid_0's l1: 20.8723
[43] valid_0's poisson: -98.274 valid_0's l1: 20.7009
[44] valid_0's poisson: -98.5726 valid_0's l1: 20.5327
[45] valid_0's poisson: -98.8216 valid_0's l1: 20.3943
[46] valid_0's poisson: -99.0762 valid_0's l1: 20.2482
[47] valid_0's poisson: -99.338 valid_0's l1: 20.0915
[48] valid_0's poisson: -99.6015 valid_0's l1: 19.9344
[49] valid_0's poisson: -99.851 valid_0's l1: 19.7842
[50] valid_0's poisson: -99.9624 valid_0's l1: 19.6865
[51] valid_0's poisson: -100.07 valid_0's l1: 19.5911
[52] valid_0's poisson: -100.282 valid_0's l1: 19.4659
[53] valid_0's poisson: -100.493 valid_0's l1: 19.327
[54] valid_0's poisson: -100.694 valid_0's l1: 19.1913
[55] valid_0's poisson: -100.805 valid_0's l1: 19.0898
[56] valid_0's poisson: -101.008 valid_0's l1: 18.9624
[57] valid_0's poisson: -101.111 valid_0's l1: 18.873
[58] valid_0's poisson: -101.315 valid_0's l1: 18.7339
[59] valid_0's poisson: -101.505 valid_0's l1: 18.6009
[60] valid_0's poisson: -101.66 valid_0's l1: 18.4808
[61] valid_0's poisson: -101.841 valid_0's l1: 18.346
[62] valid_0's poisson: -101.916 valid_0's l1: 18.2764
[63] valid_0's poisson: -102.003 valid_0's l1: 18.1966
[64] valid_0's poisson: -102.179 valid_0's l1: 18.0696
[65] valid_0's poisson: -102.347 valid_0's l1: 17.9467
[66] valid_0's poisson: -102.502 valid_0's l1: 17.8271
[67] valid_0's poisson: -102.631 valid_0's l1: 17.7273
[68] valid_0's poisson: -102.762 valid_0's l1: 17.6193
[69] valid_0's poisson: -102.888 valid_0's l1: 17.5148
[70] valid_0's poisson: -102.962 valid_0's l1: 17.4456
[71] valid_0's poisson: -103.082 valid_0's l1: 17.3433
[72] valid_0's poisson: -103.198 valid_0's l1: 17.2442
[73] valid_0's poisson: -103.309 valid_0's l1: 17.1485
[74] valid_0's poisson: -103.442 valid_0's l1: 17.0438
[75] valid_0's poisson: -103.566 valid_0's l1: 16.9407
[76] valid_0's poisson: -103.628 valid_0's l1: 16.8803
[77] valid_0's poisson: -103.745 valid_0's l1: 16.7813
[78] valid_0's poisson: -103.859 valid_0's l1: 16.6846
[79] valid_0's poisson: -103.971 valid_0's l1: 16.5926
[80] valid_0's poisson: -104.083 valid_0's l1: 16.5024
[81] valid_0's poisson: -104.148 valid_0's l1: 16.4369
[82] valid_0's poisson: -104.194 valid_0's l1: 16.388
[83] valid_0's poisson: -104.248 valid_0's l1: 16.3336
[84] valid_0's poisson: -104.343 valid_0's l1: 16.2478
[85] valid_0's poisson: -104.386 valid_0's l1: 16.2019
[86] valid_0's poisson: -104.457 valid_0's l1: 16.1392
[87] valid_0's poisson: -104.507 valid_0's l1: 16.0883
[88] valid_0's poisson: -104.573 valid_0's l1: 16.0284
[89] valid_0's poisson: -104.616 valid_0's l1: 15.9856
[90] valid_0's poisson: -104.7 valid_0's l1: 15.9055
[91] valid_0's poisson: -104.758 valid_0's l1: 15.8531
[92] valid_0's poisson: -104.798 valid_0's l1: 15.8107
[93] valid_0's poisson: -104.836 valid_0's l1: 15.7686
[94] valid_0's poisson: -104.869 valid_0's l1: 15.733
[95] valid_0's poisson: -104.909 valid_0's l1: 15.6861
[96] valid_0's poisson: -104.946 valid_0's l1: 15.6396
[97] valid_0's poisson: -104.982 valid_0's l1: 15.595
[98] valid_0's poisson: -105.055 valid_0's l1: 15.5241
[99] valid_0's poisson: -105.09 valid_0's l1: 15.4866
[100] valid_0's poisson: -105.125 valid_0's l1: 15.4492
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1804 valid_0's l1: 29.0731
[2] valid_0's poisson: -81.9331 valid_0's l1: 28.7961
[3] valid_0's poisson: -82.671 valid_0's l1: 28.5185
[4] valid_0's poisson: -83.3681 valid_0's l1: 28.2468
[5] valid_0's poisson: -84.0427 valid_0's l1: 27.9789
[6] valid_0's poisson: -84.6569 valid_0's l1: 27.722
[7] valid_0's poisson: -85.2634 valid_0's l1: 27.4663
[8] valid_0's poisson: -85.8647 valid_0's l1: 27.2107
[9] valid_0's poisson: -86.4155 valid_0's l1: 26.966
[10] valid_0's poisson: -86.9574 valid_0's l1: 26.7241
[11] valid_0's poisson: -87.4936 valid_0's l1: 26.4817
[12] valid_0's poisson: -87.9854 valid_0's l1: 26.2484
[13] valid_0's poisson: -88.4285 valid_0's l1: 26.0285
[14] valid_0's poisson: -88.8672 valid_0's l1: 25.8081
[15] valid_0's poisson: -89.2983 valid_0's l1: 25.5915
[16] valid_0's poisson: -89.6991 valid_0's l1: 25.3819
[17] valid_0's poisson: -90.0634 valid_0's l1: 25.1866
[18] valid_0's poisson: -90.4175 valid_0's l1: 24.993
[19] valid_0's poisson: -90.7716 valid_0's l1: 24.8013
[20] valid_0's poisson: -91.1238 valid_0's l1: 24.6103
[21] valid_0's poisson: -91.4723 valid_0's l1: 24.4199
[22] valid_0's poisson: -91.7878 valid_0's l1: 24.2417
[23] valid_0's poisson: -92.1266 valid_0's l1: 24.0551
[24] valid_0's poisson: -92.4157 valid_0's l1: 23.8854
[25] valid_0's poisson: -92.7096 valid_0's l1: 23.7141
[26] valid_0's poisson: -92.9784 valid_0's l1: 23.5532
[27] valid_0's poisson: -93.2366 valid_0's l1: 23.3953
[28] valid_0's poisson: -93.4862 valid_0's l1: 23.2429
[29] valid_0's poisson: -93.7291 valid_0's l1: 23.092
[30] valid_0's poisson: -93.96 valid_0's l1: 22.9481
[31] valid_0's poisson: -94.2383 valid_0's l1: 22.7875
[32] valid_0's poisson: -94.5035 valid_0's l1: 22.6314
[33] valid_0's poisson: -94.7109 valid_0's l1: 22.4978
[34] valid_0's poisson: -94.9662 valid_0's l1: 22.3479
[35] valid_0's poisson: -95.1949 valid_0's l1: 22.2077
[36] valid_0's poisson: -95.5458 valid_0's l1: 22.0459
[37] valid_0's poisson: -95.7366 valid_0's l1: 21.9203
[38] valid_0's poisson: -96.1921 valid_0's l1: 21.7205
[39] valid_0's poisson: -96.6188 valid_0's l1: 21.5251
[40] valid_0's poisson: -96.9938 valid_0's l1: 21.3446
[41] valid_0's poisson: -97.3458 valid_0's l1: 21.1702
[42] valid_0's poisson: -97.6544 valid_0's l1: 21.0046
[43] valid_0's poisson: -97.9515 valid_0's l1: 20.848
[44] valid_0's poisson: -98.2317 valid_0's l1: 20.6991
[45] valid_0's poisson: -98.5269 valid_0's l1: 20.5342
[46] valid_0's poisson: -98.7584 valid_0's l1: 20.3934
[47] valid_0's poisson: -99.0272 valid_0's l1: 20.2372
[48] valid_0's poisson: -99.2657 valid_0's l1: 20.0906
[49] valid_0's poisson: -99.4924 valid_0's l1: 19.9594
[50] valid_0's poisson: -99.7299 valid_0's l1: 19.8126
[51] valid_0's poisson: -99.9555 valid_0's l1: 19.6729
[52] valid_0's poisson: -100.071 valid_0's l1: 19.5794
[53] valid_0's poisson: -100.276 valid_0's l1: 19.4415
[54] valid_0's poisson: -100.496 valid_0's l1: 19.2994
[55] valid_0's poisson: -100.603 valid_0's l1: 19.2125
[56] valid_0's poisson: -100.779 valid_0's l1: 19.0965
[57] valid_0's poisson: -100.887 valid_0's l1: 19.0013
[58] valid_0's poisson: -101.049 valid_0's l1: 18.8846
[59] valid_0's poisson: -101.197 valid_0's l1: 18.7694
[60] valid_0's poisson: -101.353 valid_0's l1: 18.6513
[61] valid_0's poisson: -101.545 valid_0's l1: 18.5136
[62] valid_0's poisson: -101.728 valid_0's l1: 18.3815
[63] valid_0's poisson: -101.885 valid_0's l1: 18.2741
[64] valid_0's poisson: -102.08 valid_0's l1: 18.1452
[65] valid_0's poisson: -102.264 valid_0's l1: 18.0202
[66] valid_0's poisson: -102.403 valid_0's l1: 17.9075
[67] valid_0's poisson: -102.571 valid_0's l1: 17.7898
[68] valid_0's poisson: -102.692 valid_0's l1: 17.6958
[69] valid_0's poisson: -102.832 valid_0's l1: 17.5844
[70] valid_0's poisson: -102.911 valid_0's l1: 17.5125
[71] valid_0's poisson: -103.043 valid_0's l1: 17.4061
[72] valid_0's poisson: -103.125 valid_0's l1: 17.3281
[73] valid_0's poisson: -103.259 valid_0's l1: 17.2204
[74] valid_0's poisson: -103.329 valid_0's l1: 17.1562
[75] valid_0's poisson: -103.386 valid_0's l1: 17.0988
[76] valid_0's poisson: -103.497 valid_0's l1: 17.003
[77] valid_0's poisson: -103.619 valid_0's l1: 16.9014
[78] valid_0's poisson: -103.745 valid_0's l1: 16.8047
[79] valid_0's poisson: -103.845 valid_0's l1: 16.7149
[80] valid_0's poisson: -103.929 valid_0's l1: 16.6422
[81] valid_0's poisson: -103.981 valid_0's l1: 16.5896
[82] valid_0's poisson: -104.086 valid_0's l1: 16.4964
[83] valid_0's poisson: -104.174 valid_0's l1: 16.413
[84] valid_0's poisson: -104.272 valid_0's l1: 16.3245
[85] valid_0's poisson: -104.345 valid_0's l1: 16.2599
[86] valid_0's poisson: -104.415 valid_0's l1: 16.1974
[87] valid_0's poisson: -104.475 valid_0's l1: 16.1381
[88] valid_0's poisson: -104.521 valid_0's l1: 16.0896
[89] valid_0's poisson: -104.563 valid_0's l1: 16.0453
[90] valid_0's poisson: -104.648 valid_0's l1: 15.9643
[91] valid_0's poisson: -104.721 valid_0's l1: 15.8948
[92] valid_0's poisson: -104.802 valid_0's l1: 15.8162
[93] valid_0's poisson: -104.879 valid_0's l1: 15.7407
[94] valid_0's poisson: -104.921 valid_0's l1: 15.6962
[95] valid_0's poisson: -104.996 valid_0's l1: 15.6208
[96] valid_0's poisson: -105.039 valid_0's l1: 15.5715
[97] valid_0's poisson: -105.084 valid_0's l1: 15.5243
[98] valid_0's poisson: -105.139 valid_0's l1: 15.4715
[99] valid_0's poisson: -105.199 valid_0's l1: 15.4103
[100] valid_0's poisson: -105.257 valid_0's l1: 15.3506
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1763 valid_0's l1: 29.0765
[2] valid_0's poisson: -81.9263 valid_0's l1: 28.801
[3] valid_0's poisson: -82.6356 valid_0's l1: 28.5307
[4] valid_0's poisson: -83.3075 valid_0's l1: 28.2664
[5] valid_0's poisson: -83.974 valid_0's l1: 28.0001
[6] valid_0's poisson: -84.628 valid_0's l1: 27.7371
[7] valid_0's poisson: -85.2469 valid_0's l1: 27.4808
[8] valid_0's poisson: -85.8616 valid_0's l1: 27.2226
[9] valid_0's poisson: -86.4449 valid_0's l1: 26.9691
[10] valid_0's poisson: -86.962 valid_0's l1: 26.731
[11] valid_0's poisson: -87.4664 valid_0's l1: 26.4947
[12] valid_0's poisson: -87.9703 valid_0's l1: 26.2581
[13] valid_0's poisson: -88.4543 valid_0's l1: 26.0271
[14] valid_0's poisson: -88.8807 valid_0's l1: 25.8104
[15] valid_0's poisson: -89.3257 valid_0's l1: 25.5896
[16] valid_0's poisson: -89.7428 valid_0's l1: 25.3761
[17] valid_0's poisson: -90.1341 valid_0's l1: 25.1681
[18] valid_0's poisson: -90.5084 valid_0's l1: 24.9651
[19] valid_0's poisson: -90.8549 valid_0's l1: 24.7761
[20] valid_0's poisson: -91.1891 valid_0's l1: 24.5873
[21] valid_0's poisson: -91.5204 valid_0's l1: 24.4008
[22] valid_0's poisson: -91.8278 valid_0's l1: 24.2239
[23] valid_0's poisson: -92.1325 valid_0's l1: 24.0485
[24] valid_0's poisson: -92.4252 valid_0's l1: 23.8769
[25] valid_0's poisson: -92.7627 valid_0's l1: 23.693
[26] valid_0's poisson: -93.0874 valid_0's l1: 23.5119
[27] valid_0's poisson: -93.3619 valid_0's l1: 23.3487
[28] valid_0's poisson: -93.617 valid_0's l1: 23.1919
[29] valid_0's poisson: -93.8555 valid_0's l1: 23.0471
[30] valid_0's poisson: -94.1149 valid_0's l1: 22.8917
[31] valid_0's poisson: -94.3957 valid_0's l1: 22.7272
[32] valid_0's poisson: -94.6597 valid_0's l1: 22.5717
[33] valid_0's poisson: -94.9226 valid_0's l1: 22.4152
[34] valid_0's poisson: -95.3725 valid_0's l1: 22.2244
[35] valid_0's poisson: -95.5679 valid_0's l1: 22.0945
[36] valid_0's poisson: -95.8016 valid_0's l1: 21.9538
[37] valid_0's poisson: -95.9909 valid_0's l1: 21.8282
[38] valid_0's poisson: -96.168 valid_0's l1: 21.7058
[39] valid_0's poisson: -96.369 valid_0's l1: 21.5716
[40] valid_0's poisson: -96.7027 valid_0's l1: 21.4133
[41] valid_0's poisson: -97.0941 valid_0's l1: 21.2306
[42] valid_0's poisson: -97.4506 valid_0's l1: 21.0554
[43] valid_0's poisson: -97.797 valid_0's l1: 20.8814
[44] valid_0's poisson: -98.1312 valid_0's l1: 20.7173
[45] valid_0's poisson: -98.4555 valid_0's l1: 20.5456
[46] valid_0's poisson: -98.7339 valid_0's l1: 20.3913
[47] valid_0's poisson: -98.9958 valid_0's l1: 20.2367
[48] valid_0's poisson: -99.2334 valid_0's l1: 20.1021
[49] valid_0's poisson: -99.4871 valid_0's l1: 19.9513
[50] valid_0's poisson: -99.7512 valid_0's l1: 19.7976
[51] valid_0's poisson: -99.9605 valid_0's l1: 19.6716
[52] valid_0's poisson: -100.183 valid_0's l1: 19.5301
[53] valid_0's poisson: -100.392 valid_0's l1: 19.3998
[54] valid_0's poisson: -100.595 valid_0's l1: 19.2648
[55] valid_0's poisson: -100.704 valid_0's l1: 19.173
[56] valid_0's poisson: -100.909 valid_0's l1: 19.0347
[57] valid_0's poisson: -101.103 valid_0's l1: 18.9096
[58] valid_0's poisson: -101.3 valid_0's l1: 18.7748
[59] valid_0's poisson: -101.476 valid_0's l1: 18.6467
[60] valid_0's poisson: -101.629 valid_0's l1: 18.5274
[61] valid_0's poisson: -101.791 valid_0's l1: 18.4067
[62] valid_0's poisson: -101.937 valid_0's l1: 18.2997
[63] valid_0's poisson: -102.09 valid_0's l1: 18.1859
[64] valid_0's poisson: -102.169 valid_0's l1: 18.1167
[65] valid_0's poisson: -102.237 valid_0's l1: 18.052
[66] valid_0's poisson: -102.319 valid_0's l1: 17.9764
[67] valid_0's poisson: -102.404 valid_0's l1: 17.9018
[68] valid_0's poisson: -102.524 valid_0's l1: 17.8128
[69] valid_0's poisson: -102.598 valid_0's l1: 17.7389
[70] valid_0's poisson: -102.669 valid_0's l1: 17.6745
[71] valid_0's poisson: -102.74 valid_0's l1: 17.6029
[72] valid_0's poisson: -102.862 valid_0's l1: 17.5017
[73] valid_0's poisson: -102.969 valid_0's l1: 17.4215
[74] valid_0's poisson: -103.034 valid_0's l1: 17.3568
[75] valid_0's poisson: -103.134 valid_0's l1: 17.2791
[76] valid_0's poisson: -103.237 valid_0's l1: 17.1938
[77] valid_0's poisson: -103.342 valid_0's l1: 17.1032
[78] valid_0's poisson: -103.444 valid_0's l1: 17.0162
[79] valid_0's poisson: -103.542 valid_0's l1: 16.9307
[80] valid_0's poisson: -103.638 valid_0's l1: 16.8513
[81] valid_0's poisson: -103.742 valid_0's l1: 16.7657
[82] valid_0's poisson: -103.837 valid_0's l1: 16.6957
[83] valid_0's poisson: -103.931 valid_0's l1: 16.6157
[84] valid_0's poisson: -104.028 valid_0's l1: 16.5351
[85] valid_0's poisson: -104.113 valid_0's l1: 16.4544
[86] valid_0's poisson: -104.204 valid_0's l1: 16.3797
[87] valid_0's poisson: -104.303 valid_0's l1: 16.2903
[88] valid_0's poisson: -104.374 valid_0's l1: 16.2277
[89] valid_0's poisson: -104.471 valid_0's l1: 16.143
[90] valid_0's poisson: -104.562 valid_0's l1: 16.0588
[91] valid_0's poisson: -104.648 valid_0's l1: 15.9786
[92] valid_0's poisson: -104.699 valid_0's l1: 15.9244
[93] valid_0's poisson: -104.761 valid_0's l1: 15.8677
[94] valid_0's poisson: -104.8 valid_0's l1: 15.8268
[95] valid_0's poisson: -104.867 valid_0's l1: 15.7581
[96] valid_0's poisson: -104.933 valid_0's l1: 15.6909
[97] valid_0's poisson: -104.995 valid_0's l1: 15.6256
[98] valid_0's poisson: -105.032 valid_0's l1: 15.584
[99] valid_0's poisson: -105.108 valid_0's l1: 15.5156
[100] valid_0's poisson: -105.144 valid_0's l1: 15.4745
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1958 valid_0's l1: 29.0694
[2] valid_0's poisson: -81.9424 valid_0's l1: 28.7937
[3] valid_0's poisson: -82.6823 valid_0's l1: 28.5183
[4] valid_0's poisson: -83.3811 valid_0's l1: 28.2488
[5] valid_0's poisson: -84.0489 valid_0's l1: 27.9831
[6] valid_0's poisson: -84.6854 valid_0's l1: 27.719
[7] valid_0's poisson: -85.3109 valid_0's l1: 27.4568
[8] valid_0's poisson: -85.9289 valid_0's l1: 27.1961
[9] valid_0's poisson: -86.493 valid_0's l1: 26.947
[10] valid_0's poisson: -87.0313 valid_0's l1: 26.7065
[11] valid_0's poisson: -87.5259 valid_0's l1: 26.4733
[12] valid_0's poisson: -88.0312 valid_0's l1: 26.2382
[13] valid_0's poisson: -88.5123 valid_0's l1: 26.0084
[14] valid_0's poisson: -88.9706 valid_0's l1: 25.7841
[15] valid_0's poisson: -89.4051 valid_0's l1: 25.5664
[16] valid_0's poisson: -89.8082 valid_0's l1: 25.3551
[17] valid_0's poisson: -90.1821 valid_0's l1: 25.1523
[18] valid_0's poisson: -90.5687 valid_0's l1: 24.9488
[19] valid_0's poisson: -90.9241 valid_0's l1: 24.7541
[20] valid_0's poisson: -91.2635 valid_0's l1: 24.5634
[21] valid_0's poisson: -91.6007 valid_0's l1: 24.3754
[22] valid_0's poisson: -91.946 valid_0's l1: 24.1863
[23] valid_0's poisson: -92.2479 valid_0's l1: 24.0087
[24] valid_0's poisson: -92.538 valid_0's l1: 23.8356
[25] valid_0's poisson: -92.8186 valid_0's l1: 23.6678
[26] valid_0's poisson: -93.0876 valid_0's l1: 23.5027
[27] valid_0's poisson: -93.3604 valid_0's l1: 23.3428
[28] valid_0's poisson: -93.6702 valid_0's l1: 23.1721
[29] valid_0's poisson: -93.9678 valid_0's l1: 23.0056
[30] valid_0's poisson: -94.4607 valid_0's l1: 22.8016
[31] valid_0's poisson: -94.7257 valid_0's l1: 22.6393
[32] valid_0's poisson: -94.9499 valid_0's l1: 22.4922
[33] valid_0's poisson: -95.2087 valid_0's l1: 22.3351
[34] valid_0's poisson: -95.6249 valid_0's l1: 22.1497
[35] valid_0's poisson: -95.8154 valid_0's l1: 22.0195
[36] valid_0's poisson: -96.0424 valid_0's l1: 21.8778
[37] valid_0's poisson: -96.2666 valid_0's l1: 21.734
[38] valid_0's poisson: -96.4391 valid_0's l1: 21.6113
[39] valid_0's poisson: -96.6368 valid_0's l1: 21.4791
[40] valid_0's poisson: -96.9817 valid_0's l1: 21.3162
[41] valid_0's poisson: -97.1739 valid_0's l1: 21.1912
[42] valid_0's poisson: -97.4905 valid_0's l1: 21.0362
[43] valid_0's poisson: -97.7469 valid_0's l1: 20.8973
[44] valid_0's poisson: -98.0739 valid_0's l1: 20.7262
[45] valid_0's poisson: -98.3875 valid_0's l1: 20.5545
[46] valid_0's poisson: -98.652 valid_0's l1: 20.4149
[47] valid_0's poisson: -98.9154 valid_0's l1: 20.2567
[48] valid_0's poisson: -99.1753 valid_0's l1: 20.1019
[49] valid_0's poisson: -99.4227 valid_0's l1: 19.9503
[50] valid_0's poisson: -99.6697 valid_0's l1: 19.7994
[51] valid_0's poisson: -99.7809 valid_0's l1: 19.7041
[52] valid_0's poisson: -99.8949 valid_0's l1: 19.6098
[53] valid_0's poisson: -100.102 valid_0's l1: 19.4872
[54] valid_0's poisson: -100.307 valid_0's l1: 19.3504
[55] valid_0's poisson: -100.462 valid_0's l1: 19.2421
[56] valid_0's poisson: -100.667 valid_0's l1: 19.1165
[57] valid_0's poisson: -100.849 valid_0's l1: 18.9858
[58] valid_0's poisson: -101.023 valid_0's l1: 18.8591
[59] valid_0's poisson: -101.189 valid_0's l1: 18.734
[60] valid_0's poisson: -101.348 valid_0's l1: 18.6117
[61] valid_0's poisson: -101.5 valid_0's l1: 18.4926
[62] valid_0's poisson: -101.646 valid_0's l1: 18.3779
[63] valid_0's poisson: -101.745 valid_0's l1: 18.2901
[64] valid_0's poisson: -101.924 valid_0's l1: 18.1605
[65] valid_0's poisson: -102.096 valid_0's l1: 18.0338
[66] valid_0's poisson: -102.192 valid_0's l1: 17.9477
[67] valid_0's poisson: -102.279 valid_0's l1: 17.8672
[68] valid_0's poisson: -102.348 valid_0's l1: 17.7999
[69] valid_0's poisson: -102.48 valid_0's l1: 17.704
[70] valid_0's poisson: -102.549 valid_0's l1: 17.6379
[71] valid_0's poisson: -102.612 valid_0's l1: 17.5768
[72] valid_0's poisson: -102.758 valid_0's l1: 17.4643
[73] valid_0's poisson: -102.901 valid_0's l1: 17.3529
[74] valid_0's poisson: -103.044 valid_0's l1: 17.2416
[75] valid_0's poisson: -103.188 valid_0's l1: 17.1379
[76] valid_0's poisson: -103.291 valid_0's l1: 17.0562
[77] valid_0's poisson: -103.346 valid_0's l1: 17.0005
[78] valid_0's poisson: -103.471 valid_0's l1: 16.8995
[79] valid_0's poisson: -103.59 valid_0's l1: 16.8007
[80] valid_0's poisson: -103.681 valid_0's l1: 16.7266
[81] valid_0's poisson: -103.802 valid_0's l1: 16.6337
[82] valid_0's poisson: -103.914 valid_0's l1: 16.5384
[83] valid_0's poisson: -103.968 valid_0's l1: 16.4837
[84] valid_0's poisson: -104.048 valid_0's l1: 16.4154
[85] valid_0's poisson: -104.099 valid_0's l1: 16.3635
[86] valid_0's poisson: -104.183 valid_0's l1: 16.2901
[87] valid_0's poisson: -104.227 valid_0's l1: 16.2434
[88] valid_0's poisson: -104.325 valid_0's l1: 16.1573
[89] valid_0's poisson: -104.424 valid_0's l1: 16.0768
[90] valid_0's poisson: -104.467 valid_0's l1: 16.0318
[91] valid_0's poisson: -104.548 valid_0's l1: 15.9579
[92] valid_0's poisson: -104.586 valid_0's l1: 15.9182
[93] valid_0's poisson: -104.622 valid_0's l1: 15.8797
[94] valid_0's poisson: -104.662 valid_0's l1: 15.8286
[95] valid_0's poisson: -104.718 valid_0's l1: 15.7702
[96] valid_0's poisson: -104.756 valid_0's l1: 15.7319
[97] valid_0's poisson: -104.794 valid_0's l1: 15.6846
[98] valid_0's poisson: -104.838 valid_0's l1: 15.6369
[99] valid_0's poisson: -104.874 valid_0's l1: 15.5922
[100] valid_0's poisson: -104.927 valid_0's l1: 15.5456
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.198 valid_0's l1: 29.0702
[2] valid_0's poisson: -81.9661 valid_0's l1: 28.7903
[3] valid_0's poisson: -82.6917 valid_0's l1: 28.5157
[4] valid_0's poisson: -83.3788 valid_0's l1: 28.2462
[5] valid_0's poisson: -84.0777 valid_0's l1: 27.9729
[6] valid_0's poisson: -84.7033 valid_0's l1: 27.7137
[7] valid_0's poisson: -85.3471 valid_0's l1: 27.4497
[8] valid_0's poisson: -85.9103 valid_0's l1: 27.2014
[9] valid_0's poisson: -86.477 valid_0's l1: 26.9531
[10] valid_0's poisson: -87.0299 valid_0's l1: 26.7071
[11] valid_0's poisson: -87.5537 valid_0's l1: 26.4676
[12] valid_0's poisson: -88.0738 valid_0's l1: 26.2276
[13] valid_0's poisson: -88.5499 valid_0's l1: 25.9987
[14] valid_0's poisson: -89.0011 valid_0's l1: 25.7771
[15] valid_0's poisson: -89.4127 valid_0's l1: 25.564
[16] valid_0's poisson: -89.8177 valid_0's l1: 25.3499
[17] valid_0's poisson: -90.2076 valid_0's l1: 25.1437
[18] valid_0's poisson: -90.5952 valid_0's l1: 24.9393
[19] valid_0's poisson: -90.949 valid_0's l1: 24.7442
[20] valid_0's poisson: -91.2884 valid_0's l1: 24.5562
[21] valid_0's poisson: -91.6133 valid_0's l1: 24.372
[22] valid_0's poisson: -91.9356 valid_0's l1: 24.1915
[23] valid_0's poisson: -92.2767 valid_0's l1: 24.0049
[24] valid_0's poisson: -92.5729 valid_0's l1: 23.8328
[25] valid_0's poisson: -92.8598 valid_0's l1: 23.6657
[26] valid_0's poisson: -93.1283 valid_0's l1: 23.5047
[27] valid_0's poisson: -93.4202 valid_0's l1: 23.3371
[28] valid_0's poisson: -93.7142 valid_0's l1: 23.1696
[29] valid_0's poisson: -93.9827 valid_0's l1: 23.0139
[30] valid_0's poisson: -94.2429 valid_0's l1: 22.8597
[31] valid_0's poisson: -94.4673 valid_0's l1: 22.7153
[32] valid_0's poisson: -94.7326 valid_0's l1: 22.5592
[33] valid_0's poisson: -95.2028 valid_0's l1: 22.3615
[34] valid_0's poisson: -95.6915 valid_0's l1: 22.1497
[35] valid_0's poisson: -96.1308 valid_0's l1: 21.9493
[36] valid_0's poisson: -96.3742 valid_0's l1: 21.7978
[37] valid_0's poisson: -96.7746 valid_0's l1: 21.6056
[38] valid_0's poisson: -97.1231 valid_0's l1: 21.4269
[39] valid_0's poisson: -97.4998 valid_0's l1: 21.2356
[40] valid_0's poisson: -97.8123 valid_0's l1: 21.0652
[41] valid_0's poisson: -97.9644 valid_0's l1: 20.9465
[42] valid_0's poisson: -98.276 valid_0's l1: 20.7744
[43] valid_0's poisson: -98.4173 valid_0's l1: 20.6607
[44] valid_0's poisson: -98.6821 valid_0's l1: 20.5146
[45] valid_0's poisson: -98.9619 valid_0's l1: 20.3523
[46] valid_0's poisson: -99.0956 valid_0's l1: 20.2435
[47] valid_0's poisson: -99.3661 valid_0's l1: 20.085
[48] valid_0's poisson: -99.5902 valid_0's l1: 19.9528
[49] valid_0's poisson: -99.8554 valid_0's l1: 19.794
[50] valid_0's poisson: -100.083 valid_0's l1: 19.6471
[51] valid_0's poisson: -100.188 valid_0's l1: 19.558
[52] valid_0's poisson: -100.382 valid_0's l1: 19.4345
[53] valid_0's poisson: -100.608 valid_0's l1: 19.2865
[54] valid_0's poisson: -100.816 valid_0's l1: 19.1425
[55] valid_0's poisson: -100.918 valid_0's l1: 19.0517
[56] valid_0's poisson: -101.019 valid_0's l1: 18.966
[57] valid_0's poisson: -101.109 valid_0's l1: 18.8871
[58] valid_0's poisson: -101.314 valid_0's l1: 18.7542
[59] valid_0's poisson: -101.503 valid_0's l1: 18.6197
[60] valid_0's poisson: -101.695 valid_0's l1: 18.4773
[61] valid_0's poisson: -101.802 valid_0's l1: 18.383
[62] valid_0's poisson: -101.953 valid_0's l1: 18.2743
[63] valid_0's poisson: -102.098 valid_0's l1: 18.1655
[64] valid_0's poisson: -102.269 valid_0's l1: 18.0347
[65] valid_0's poisson: -102.432 valid_0's l1: 17.908
[66] valid_0's poisson: -102.567 valid_0's l1: 17.7935
[67] valid_0's poisson: -102.698 valid_0's l1: 17.6806
[68] valid_0's poisson: -102.817 valid_0's l1: 17.5901
[69] valid_0's poisson: -102.966 valid_0's l1: 17.4702
[70] valid_0's poisson: -103.101 valid_0's l1: 17.3585
[71] valid_0's poisson: -103.241 valid_0's l1: 17.2517
[72] valid_0's poisson: -103.344 valid_0's l1: 17.1592
[73] valid_0's poisson: -103.458 valid_0's l1: 17.07
[74] valid_0's poisson: -103.563 valid_0's l1: 16.9753
[75] valid_0's poisson: -103.687 valid_0's l1: 16.8794
[76] valid_0's poisson: -103.749 valid_0's l1: 16.8175
[77] valid_0's poisson: -103.844 valid_0's l1: 16.7366
[78] valid_0's poisson: -103.933 valid_0's l1: 16.6613
[79] valid_0's poisson: -103.991 valid_0's l1: 16.6019
[80] valid_0's poisson: -104.083 valid_0's l1: 16.5158
[81] valid_0's poisson: -104.186 valid_0's l1: 16.4241
[82] valid_0's poisson: -104.242 valid_0's l1: 16.3691
[83] valid_0's poisson: -104.297 valid_0's l1: 16.3135
[84] valid_0's poisson: -104.381 valid_0's l1: 16.2316
[85] valid_0's poisson: -104.43 valid_0's l1: 16.1807
[86] valid_0's poisson: -104.503 valid_0's l1: 16.1171
[87] valid_0's poisson: -104.578 valid_0's l1: 16.0425
[88] valid_0's poisson: -104.661 valid_0's l1: 15.9628
[89] valid_0's poisson: -104.74 valid_0's l1: 15.8859
[90] valid_0's poisson: -104.822 valid_0's l1: 15.8069
[91] valid_0's poisson: -104.872 valid_0's l1: 15.7569
[92] valid_0's poisson: -104.919 valid_0's l1: 15.7078
[93] valid_0's poisson: -104.96 valid_0's l1: 15.6642
[94] valid_0's poisson: -105.018 valid_0's l1: 15.6104
[95] valid_0's poisson: -105.081 valid_0's l1: 15.5515
[96] valid_0's poisson: -105.139 valid_0's l1: 15.4902
[97] valid_0's poisson: -105.194 valid_0's l1: 15.4314
[98] valid_0's poisson: -105.221 valid_0's l1: 15.4017
[99] valid_0's poisson: -105.278 valid_0's l1: 15.3421
[100] valid_0's poisson: -105.334 valid_0's l1: 15.2845
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1787 valid_0's l1: 29.0758
[2] valid_0's poisson: -81.9542 valid_0's l1: 28.7967
[3] valid_0's poisson: -82.6819 valid_0's l1: 28.5233
[4] valid_0's poisson: -83.3753 valid_0's l1: 28.2541
[5] valid_0's poisson: -84.0317 valid_0's l1: 27.9904
[6] valid_0's poisson: -84.7021 valid_0's l1: 27.7213
[7] valid_0's poisson: -85.3193 valid_0's l1: 27.4637
[8] valid_0's poisson: -85.9199 valid_0's l1: 27.2082
[9] valid_0's poisson: -86.4967 valid_0's l1: 26.9577
[10] valid_0's poisson: -87.0272 valid_0's l1: 26.7178
[11] valid_0's poisson: -87.5505 valid_0's l1: 26.4766
[12] valid_0's poisson: -88.0478 valid_0's l1: 26.2422
[13] valid_0's poisson: -88.5234 valid_0's l1: 26.0128
[14] valid_0's poisson: -88.9998 valid_0's l1: 25.7817
[15] valid_0's poisson: -89.4437 valid_0's l1: 25.562
[16] valid_0's poisson: -89.8484 valid_0's l1: 25.3492
[17] valid_0's poisson: -90.2361 valid_0's l1: 25.1409
[18] valid_0's poisson: -90.607 valid_0's l1: 24.9387
[19] valid_0's poisson: -90.9646 valid_0's l1: 24.744
[20] valid_0's poisson: -91.3089 valid_0's l1: 24.5508
[21] valid_0's poisson: -91.6376 valid_0's l1: 24.366
[22] valid_0's poisson: -91.9407 valid_0's l1: 24.1868
[23] valid_0's poisson: -92.2694 valid_0's l1: 24.0015
[24] valid_0's poisson: -92.5512 valid_0's l1: 23.83
[25] valid_0's poisson: -92.8231 valid_0's l1: 23.6648
[26] valid_0's poisson: -93.1409 valid_0's l1: 23.4867
[27] valid_0's poisson: -93.4439 valid_0's l1: 23.3165
[28] valid_0's poisson: -93.7499 valid_0's l1: 23.1454
[29] valid_0's poisson: -94.2153 valid_0's l1: 22.9496
[30] valid_0's poisson: -94.4955 valid_0's l1: 22.7851
[31] valid_0's poisson: -94.7181 valid_0's l1: 22.6389
[32] valid_0's poisson: -94.965 valid_0's l1: 22.4844
[33] valid_0's poisson: -95.1804 valid_0's l1: 22.3458
[34] valid_0's poisson: -95.4253 valid_0's l1: 22.1988
[35] valid_0's poisson: -95.8545 valid_0's l1: 22.0099
[36] valid_0's poisson: -96.0498 valid_0's l1: 21.8801
[37] valid_0's poisson: -96.2579 valid_0's l1: 21.7439
[38] valid_0's poisson: -96.6168 valid_0's l1: 21.5758
[39] valid_0's poisson: -96.7762 valid_0's l1: 21.4591
[40] valid_0's poisson: -97.1571 valid_0's l1: 21.2727
[41] valid_0's poisson: -97.4421 valid_0's l1: 21.1159
[42] valid_0's poisson: -97.7609 valid_0's l1: 20.9508
[43] valid_0's poisson: -98.1112 valid_0's l1: 20.7705
[44] valid_0's poisson: -98.2618 valid_0's l1: 20.662
[45] valid_0's poisson: -98.5649 valid_0's l1: 20.4958
[46] valid_0's poisson: -98.8516 valid_0's l1: 20.3326
[47] valid_0's poisson: -99.1394 valid_0's l1: 20.1696
[48] valid_0's poisson: -99.3545 valid_0's l1: 20.0338
[49] valid_0's poisson: -99.6155 valid_0's l1: 19.8891
[50] valid_0's poisson: -99.8523 valid_0's l1: 19.7439
[51] valid_0's poisson: -100.103 valid_0's l1: 19.5926
[52] valid_0's poisson: -100.338 valid_0's l1: 19.4469
[53] valid_0's poisson: -100.555 valid_0's l1: 19.3052
[54] valid_0's poisson: -100.655 valid_0's l1: 19.2147
[55] valid_0's poisson: -100.749 valid_0's l1: 19.1333
[56] valid_0's poisson: -100.857 valid_0's l1: 19.0328
[57] valid_0's poisson: -101.069 valid_0's l1: 18.8927
[58] valid_0's poisson: -101.17 valid_0's l1: 18.8038
[59] valid_0's poisson: -101.358 valid_0's l1: 18.6744
[60] valid_0's poisson: -101.539 valid_0's l1: 18.5555
[61] valid_0's poisson: -101.701 valid_0's l1: 18.4396
[62] valid_0's poisson: -101.791 valid_0's l1: 18.358
[63] valid_0's poisson: -101.966 valid_0's l1: 18.2314
[64] valid_0's poisson: -102.137 valid_0's l1: 18.1034
[65] valid_0's poisson: -102.277 valid_0's l1: 18.0001
[66] valid_0's poisson: -102.422 valid_0's l1: 17.8829
[67] valid_0's poisson: -102.5 valid_0's l1: 17.8042
[68] valid_0's poisson: -102.65 valid_0's l1: 17.6848
[69] valid_0's poisson: -102.765 valid_0's l1: 17.5976
[70] valid_0's poisson: -102.907 valid_0's l1: 17.4852
[71] valid_0's poisson: -103.052 valid_0's l1: 17.3709
[72] valid_0's poisson: -103.113 valid_0's l1: 17.3111
[73] valid_0's poisson: -103.228 valid_0's l1: 17.2148
[74] valid_0's poisson: -103.341 valid_0's l1: 17.1184
[75] valid_0's poisson: -103.476 valid_0's l1: 17.0136
[76] valid_0's poisson: -103.58 valid_0's l1: 16.9206
[77] valid_0's poisson: -103.7 valid_0's l1: 16.82
[78] valid_0's poisson: -103.759 valid_0's l1: 16.7621
[79] valid_0's poisson: -103.872 valid_0's l1: 16.6657
[80] valid_0's poisson: -103.981 valid_0's l1: 16.5717
[81] valid_0's poisson: -104.065 valid_0's l1: 16.4914
[82] valid_0's poisson: -104.174 valid_0's l1: 16.4061
[83] valid_0's poisson: -104.221 valid_0's l1: 16.3565
[84] valid_0's poisson: -104.267 valid_0's l1: 16.3077
[85] valid_0's poisson: -104.308 valid_0's l1: 16.2649
[86] valid_0's poisson: -104.396 valid_0's l1: 16.184
[87] valid_0's poisson: -104.44 valid_0's l1: 16.1375
[88] valid_0's poisson: -104.483 valid_0's l1: 16.0923
[89] valid_0's poisson: -104.527 valid_0's l1: 16.0469
[90] valid_0's poisson: -104.589 valid_0's l1: 15.9911
[91] valid_0's poisson: -104.633 valid_0's l1: 15.9465
[92] valid_0's poisson: -104.69 valid_0's l1: 15.8865
[93] valid_0's poisson: -104.74 valid_0's l1: 15.8368
[94] valid_0's poisson: -104.778 valid_0's l1: 15.7968
[95] valid_0's poisson: -104.857 valid_0's l1: 15.7208
[96] valid_0's poisson: -104.919 valid_0's l1: 15.6649
[97] valid_0's poisson: -104.992 valid_0's l1: 15.5938
[98] valid_0's poisson: -105.028 valid_0's l1: 15.5541
[99] valid_0's poisson: -105.082 valid_0's l1: 15.4997
[100] valid_0's poisson: -105.112 valid_0's l1: 15.4668
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.1791 valid_0's l1: 29.0749
[2] valid_0's poisson: -81.9315 valid_0's l1: 28.7985
[3] valid_0's poisson: -82.669 valid_0's l1: 28.5216
[4] valid_0's poisson: -83.3658 valid_0's l1: 28.2506
[5] valid_0's poisson: -84.04 valid_0's l1: 27.9833
[6] valid_0's poisson: -84.6538 valid_0's l1: 27.727
[7] valid_0's poisson: -85.2601 valid_0's l1: 27.4718
[8] valid_0's poisson: -85.861 valid_0's l1: 27.2167
[9] valid_0's poisson: -86.4116 valid_0's l1: 26.9725
[10] valid_0's poisson: -86.9534 valid_0's l1: 26.7308
[11] valid_0's poisson: -87.4893 valid_0's l1: 26.4888
[12] valid_0's poisson: -87.9536 valid_0's l1: 26.2646
[13] valid_0's poisson: -88.427 valid_0's l1: 26.0351
[14] valid_0's poisson: -88.8653 valid_0's l1: 25.8149
[15] valid_0's poisson: -89.2963 valid_0's l1: 25.5982
[16] valid_0's poisson: -89.6965 valid_0's l1: 25.3892
[17] valid_0's poisson: -90.0603 valid_0's l1: 25.1944
[18] valid_0's poisson: -90.4156 valid_0's l1: 25.0005
[19] valid_0's poisson: -90.7656 valid_0's l1: 24.8123
[20] valid_0's poisson: -91.1074 valid_0's l1: 24.6221
[21] valid_0's poisson: -91.4501 valid_0's l1: 24.4341
[22] valid_0's poisson: -91.7635 valid_0's l1: 24.2549
[23] valid_0's poisson: -92.0989 valid_0's l1: 24.0722
[24] valid_0's poisson: -92.4019 valid_0's l1: 23.901
[25] valid_0's poisson: -92.7154 valid_0's l1: 23.722
[26] valid_0's poisson: -93.0162 valid_0's l1: 23.5548
[27] valid_0's poisson: -93.278 valid_0's l1: 23.3953
[28] valid_0's poisson: -93.5275 valid_0's l1: 23.2422
[29] valid_0's poisson: -93.7705 valid_0's l1: 23.0906
[30] valid_0's poisson: -94.0063 valid_0's l1: 22.9446
[31] valid_0's poisson: -94.243 valid_0's l1: 22.7978
[32] valid_0's poisson: -94.4953 valid_0's l1: 22.647
[33] valid_0's poisson: -94.7054 valid_0's l1: 22.5105
[34] valid_0's poisson: -94.955 valid_0's l1: 22.3629
[35] valid_0's poisson: -95.2015 valid_0's l1: 22.2166
[36] valid_0's poisson: -95.5529 valid_0's l1: 22.0543
[37] valid_0's poisson: -96.0157 valid_0's l1: 21.8527
[38] valid_0's poisson: -96.4265 valid_0's l1: 21.6638
[39] valid_0's poisson: -96.7896 valid_0's l1: 21.4853
[40] valid_0's poisson: -97.1262 valid_0's l1: 21.3202
[41] valid_0's poisson: -97.4719 valid_0's l1: 21.145
[42] valid_0's poisson: -97.7976 valid_0's l1: 20.9748
[43] valid_0's poisson: -98.0835 valid_0's l1: 20.8134
[44] valid_0's poisson: -98.3576 valid_0's l1: 20.6621
[45] valid_0's poisson: -98.6406 valid_0's l1: 20.5016
[46] valid_0's poisson: -98.9113 valid_0's l1: 20.3433
[47] valid_0's poisson: -99.1062 valid_0's l1: 20.2156
[48] valid_0's poisson: -99.2395 valid_0's l1: 20.1097
[49] valid_0's poisson: -99.4408 valid_0's l1: 19.9787
[50] valid_0's poisson: -99.6834 valid_0's l1: 19.8302
[51] valid_0's poisson: -99.8943 valid_0's l1: 19.7039
[52] valid_0's poisson: -100.113 valid_0's l1: 19.5626
[53] valid_0's poisson: -100.226 valid_0's l1: 19.4712
[54] valid_0's poisson: -100.415 valid_0's l1: 19.3517
[55] valid_0's poisson: -100.604 valid_0's l1: 19.2253
[56] valid_0's poisson: -100.807 valid_0's l1: 19.086
[57] valid_0's poisson: -100.989 valid_0's l1: 18.9576
[58] valid_0's poisson: -101.136 valid_0's l1: 18.8427
[59] valid_0's poisson: -101.235 valid_0's l1: 18.7517
[60] valid_0's poisson: -101.401 valid_0's l1: 18.6367
[61] valid_0's poisson: -101.59 valid_0's l1: 18.5006
[62] valid_0's poisson: -101.77 valid_0's l1: 18.3697
[63] valid_0's poisson: -101.968 valid_0's l1: 18.239
[64] valid_0's poisson: -102.157 valid_0's l1: 18.1116
[65] valid_0's poisson: -102.297 valid_0's l1: 18.0083
[66] valid_0's poisson: -102.434 valid_0's l1: 17.8957
[67] valid_0's poisson: -102.582 valid_0's l1: 17.7782
[68] valid_0's poisson: -102.673 valid_0's l1: 17.6945
[69] valid_0's poisson: -102.74 valid_0's l1: 17.6302
[70] valid_0's poisson: -102.878 valid_0's l1: 17.5208
[71] valid_0's poisson: -103.027 valid_0's l1: 17.4117
[72] valid_0's poisson: -103.097 valid_0's l1: 17.3445
[73] valid_0's poisson: -103.24 valid_0's l1: 17.2411
[74] valid_0's poisson: -103.303 valid_0's l1: 17.1784
[75] valid_0's poisson: -103.439 valid_0's l1: 17.0721
[76] valid_0's poisson: -103.563 valid_0's l1: 16.9691
[77] valid_0's poisson: -103.623 valid_0's l1: 16.9086
[78] valid_0's poisson: -103.746 valid_0's l1: 16.8153
[79] valid_0's poisson: -103.845 valid_0's l1: 16.7254
[80] valid_0's poisson: -103.962 valid_0's l1: 16.6319
[81] valid_0's poisson: -104.048 valid_0's l1: 16.5501
[82] valid_0's poisson: -104.132 valid_0's l1: 16.4755
[83] valid_0's poisson: -104.198 valid_0's l1: 16.4113
[84] valid_0's poisson: -104.294 valid_0's l1: 16.3239
[85] valid_0's poisson: -104.346 valid_0's l1: 16.2716
[86] valid_0's poisson: -104.44 valid_0's l1: 16.1857
[87] valid_0's poisson: -104.529 valid_0's l1: 16.102
[88] valid_0's poisson: -104.603 valid_0's l1: 16.0278
[89] valid_0's poisson: -104.65 valid_0's l1: 15.9764
[90] valid_0's poisson: -104.706 valid_0's l1: 15.9201
[91] valid_0's poisson: -104.759 valid_0's l1: 15.8665
[92] valid_0's poisson: -104.829 valid_0's l1: 15.7978
[93] valid_0's poisson: -104.872 valid_0's l1: 15.7516
[94] valid_0's poisson: -104.933 valid_0's l1: 15.6906
[95] valid_0's poisson: -104.974 valid_0's l1: 15.6494
[96] valid_0's poisson: -105.032 valid_0's l1: 15.5915
[97] valid_0's poisson: -105.087 valid_0's l1: 15.5302
[98] valid_0's poisson: -105.147 valid_0's l1: 15.4666
[99] valid_0's poisson: -105.203 valid_0's l1: 15.4051
[100] valid_0's poisson: -105.239 valid_0's l1: 15.3658
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7391 valid_0's l1: 28.8737
[3] valid_0's poisson: -82.3873 valid_0's l1: 28.636
[4] valid_0's poisson: -82.9798 valid_0's l1: 28.409
[5] valid_0's poisson: -83.5642 valid_0's l1: 28.1834
[6] valid_0's poisson: -84.1199 valid_0's l1: 27.9626
[7] valid_0's poisson: -84.6421 valid_0's l1: 27.7512
[8] valid_0's poisson: -85.1386 valid_0's l1: 27.5461
[9] valid_0's poisson: -85.6003 valid_0's l1: 27.3511
[10] valid_0's poisson: -86.0426 valid_0's l1: 27.1591
[11] valid_0's poisson: -86.4782 valid_0's l1: 26.9676
[12] valid_0's poisson: -86.8927 valid_0's l1: 26.7839
[13] valid_0's poisson: -87.2928 valid_0's l1: 26.6053
[14] valid_0's poisson: -87.6598 valid_0's l1: 26.4376
[15] valid_0's poisson: -88.025 valid_0's l1: 26.2686
[16] valid_0's poisson: -88.3762 valid_0's l1: 26.1006
[17] valid_0's poisson: -88.6834 valid_0's l1: 25.9535
[18] valid_0's poisson: -89.0073 valid_0's l1: 25.796
[19] valid_0's poisson: -89.3178 valid_0's l1: 25.6439
[20] valid_0's poisson: -89.6067 valid_0's l1: 25.5007
[21] valid_0's poisson: -89.8952 valid_0's l1: 25.3545
[22] valid_0's poisson: -90.1584 valid_0's l1: 25.2242
[23] valid_0's poisson: -90.4281 valid_0's l1: 25.0835
[24] valid_0's poisson: -90.6874 valid_0's l1: 24.9497
[25] valid_0's poisson: -90.9547 valid_0's l1: 24.8053
[26] valid_0's poisson: -91.2107 valid_0's l1: 24.6649
[27] valid_0's poisson: -91.4561 valid_0's l1: 24.5273
[28] valid_0's poisson: -91.6916 valid_0's l1: 24.3956
[29] valid_0's poisson: -91.8978 valid_0's l1: 24.2892
[30] valid_0's poisson: -92.0808 valid_0's l1: 24.1885
[31] valid_0's poisson: -92.2755 valid_0's l1: 24.0873
[32] valid_0's poisson: -92.4864 valid_0's l1: 23.9658
[33] valid_0's poisson: -92.689 valid_0's l1: 23.8473
[34] valid_0's poisson: -92.8499 valid_0's l1: 23.7616
[35] valid_0's poisson: -93.019 valid_0's l1: 23.6659
[36] valid_0's poisson: -93.1824 valid_0's l1: 23.5722
[37] valid_0's poisson: -93.3787 valid_0's l1: 23.4556
[38] valid_0's poisson: -93.5075 valid_0's l1: 23.3817
[39] valid_0's poisson: -93.6926 valid_0's l1: 23.27
[40] valid_0's poisson: -93.8707 valid_0's l1: 23.1613
[41] valid_0's poisson: -94.0387 valid_0's l1: 23.0667
[42] valid_0's poisson: -94.1724 valid_0's l1: 22.9877
[43] valid_0's poisson: -94.3355 valid_0's l1: 22.8844
[44] valid_0's poisson: -94.4926 valid_0's l1: 22.7848
[45] valid_0's poisson: -94.598 valid_0's l1: 22.7223
[46] valid_0's poisson: -94.7467 valid_0's l1: 22.6259
[47] valid_0's poisson: -94.89 valid_0's l1: 22.5336
[48] valid_0's poisson: -94.9885 valid_0's l1: 22.4755
[49] valid_0's poisson: -95.1162 valid_0's l1: 22.407
[50] valid_0's poisson: -95.21 valid_0's l1: 22.3508
[51] valid_0's poisson: -95.3416 valid_0's l1: 22.2635
[52] valid_0's poisson: -95.4607 valid_0's l1: 22.1977
[53] valid_0's poisson: -95.5467 valid_0's l1: 22.1442
[54] valid_0's poisson: -95.6304 valid_0's l1: 22.0924
[55] valid_0's poisson: -95.7525 valid_0's l1: 22.0097
[56] valid_0's poisson: -95.8638 valid_0's l1: 21.947
[57] valid_0's poisson: -95.9561 valid_0's l1: 21.8889
[58] valid_0's poisson: -96.0584 valid_0's l1: 21.8169
[59] valid_0's poisson: -96.1539 valid_0's l1: 21.7611
[60] valid_0's poisson: -96.2394 valid_0's l1: 21.7073
[61] valid_0's poisson: -96.3296 valid_0's l1: 21.654
[62] valid_0's poisson: -96.4253 valid_0's l1: 21.599
[63] valid_0's poisson: -96.5181 valid_0's l1: 21.5458
[64] valid_0's poisson: -96.592 valid_0's l1: 21.5002
[65] valid_0's poisson: -96.6804 valid_0's l1: 21.4487
[66] valid_0's poisson: -96.7661 valid_0's l1: 21.3982
[67] valid_0's poisson: -96.8493 valid_0's l1: 21.349
[68] valid_0's poisson: -96.9221 valid_0's l1: 21.2983
[69] valid_0's poisson: -97.0029 valid_0's l1: 21.2517
[70] valid_0's poisson: -97.0627 valid_0's l1: 21.2124
[71] valid_0's poisson: -97.1497 valid_0's l1: 21.1479
[72] valid_0's poisson: -97.2392 valid_0's l1: 21.0817
[73] valid_0's poisson: -97.2935 valid_0's l1: 21.0463
[74] valid_0's poisson: -97.3488 valid_0's l1: 21.0096
[75] valid_0's poisson: -97.4097 valid_0's l1: 20.97
[76] valid_0's poisson: -97.4929 valid_0's l1: 20.9069
[77] valid_0's poisson: -97.5631 valid_0's l1: 20.8656
[78] valid_0's poisson: -97.62 valid_0's l1: 20.8283
[79] valid_0's poisson: -97.6874 valid_0's l1: 20.7884
[80] valid_0's poisson: -97.7658 valid_0's l1: 20.729
[81] valid_0's poisson: -97.8416 valid_0's l1: 20.6716
[82] valid_0's poisson: -97.8852 valid_0's l1: 20.6424
[83] valid_0's poisson: -97.9575 valid_0's l1: 20.5868
[84] valid_0's poisson: -98.0277 valid_0's l1: 20.5317
[85] valid_0's poisson: -98.0954 valid_0's l1: 20.4781
[86] valid_0's poisson: -98.1616 valid_0's l1: 20.4384
[87] valid_0's poisson: -98.3103 valid_0's l1: 20.3641
[88] valid_0's poisson: -98.3478 valid_0's l1: 20.3357
[89] valid_0's poisson: -98.4106 valid_0's l1: 20.2835
[90] valid_0's poisson: -98.4694 valid_0's l1: 20.2428
[91] valid_0's poisson: -98.5297 valid_0's l1: 20.1928
[92] valid_0's poisson: -98.588 valid_0's l1: 20.1441
[93] valid_0's poisson: -98.6445 valid_0's l1: 20.0974
[94] valid_0's poisson: -98.6786 valid_0's l1: 20.0713
[95] valid_0's poisson: -98.7207 valid_0's l1: 20.0414
[96] valid_0's poisson: -98.7529 valid_0's l1: 20.0168
[97] valid_0's poisson: -98.8809 valid_0's l1: 19.9503
[98] valid_0's poisson: -98.9119 valid_0's l1: 19.9265
[99] valid_0's poisson: -98.942 valid_0's l1: 19.9034
[100] valid_0's poisson: -99.0618 valid_0's l1: 19.8399
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7405 valid_0's l1: 28.8719
[3] valid_0's poisson: -82.39 valid_0's l1: 28.6325
[4] valid_0's poisson: -82.9838 valid_0's l1: 28.4037
[5] valid_0's poisson: -83.5753 valid_0's l1: 28.1749
[6] valid_0's poisson: -84.1363 valid_0's l1: 27.9523
[7] valid_0's poisson: -84.669 valid_0's l1: 27.7357
[8] valid_0's poisson: -85.1705 valid_0's l1: 27.5272
[9] valid_0's poisson: -85.639 valid_0's l1: 27.328
[10] valid_0's poisson: -86.1006 valid_0's l1: 27.1286
[11] valid_0's poisson: -86.537 valid_0's l1: 26.9377
[12] valid_0's poisson: -86.9579 valid_0's l1: 26.7496
[13] valid_0's poisson: -87.3598 valid_0's l1: 26.5669
[14] valid_0's poisson: -87.7438 valid_0's l1: 26.389
[15] valid_0's poisson: -88.106 valid_0's l1: 26.2209
[16] valid_0's poisson: -88.4596 valid_0's l1: 26.0514
[17] valid_0's poisson: -88.7982 valid_0's l1: 25.8881
[18] valid_0's poisson: -89.1227 valid_0's l1: 25.728
[19] valid_0's poisson: -89.4339 valid_0's l1: 25.574
[20] valid_0's poisson: -89.732 valid_0's l1: 25.423
[21] valid_0's poisson: -90.0188 valid_0's l1: 25.2781
[22] valid_0's poisson: -90.2775 valid_0's l1: 25.1475
[23] valid_0's poisson: -90.5271 valid_0's l1: 25.021
[24] valid_0's poisson: -90.8006 valid_0's l1: 24.875
[25] valid_0's poisson: -91.0626 valid_0's l1: 24.7324
[26] valid_0's poisson: -91.3137 valid_0's l1: 24.5937
[27] valid_0's poisson: -91.5441 valid_0's l1: 24.4739
[28] valid_0's poisson: -91.7663 valid_0's l1: 24.3603
[29] valid_0's poisson: -91.9936 valid_0's l1: 24.2313
[30] valid_0's poisson: -92.1822 valid_0's l1: 24.1258
[31] valid_0's poisson: -92.3567 valid_0's l1: 24.0316
[32] valid_0's poisson: -92.5622 valid_0's l1: 23.91
[33] valid_0's poisson: -92.7596 valid_0's l1: 23.792
[34] valid_0's poisson: -92.9493 valid_0's l1: 23.6762
[35] valid_0's poisson: -93.1318 valid_0's l1: 23.5646
[36] valid_0's poisson: -93.3107 valid_0's l1: 23.456
[37] valid_0's poisson: -93.48 valid_0's l1: 23.3506
[38] valid_0's poisson: -93.6072 valid_0's l1: 23.2771
[39] valid_0's poisson: -93.7861 valid_0's l1: 23.1662
[40] valid_0's poisson: -93.9583 valid_0's l1: 23.0583
[41] valid_0's poisson: -94.1239 valid_0's l1: 22.9523
[42] valid_0's poisson: -94.2524 valid_0's l1: 22.8807
[43] valid_0's poisson: -94.3783 valid_0's l1: 22.8053
[44] valid_0's poisson: -94.5346 valid_0's l1: 22.7149
[45] valid_0's poisson: -94.6858 valid_0's l1: 22.6171
[46] valid_0's poisson: -94.8148 valid_0's l1: 22.5468
[47] valid_0's poisson: -94.9569 valid_0's l1: 22.4546
[48] valid_0's poisson: -95.068 valid_0's l1: 22.3873
[49] valid_0's poisson: -95.1757 valid_0's l1: 22.3222
[50] valid_0's poisson: -95.2855 valid_0's l1: 22.2619
[51] valid_0's poisson: -95.3739 valid_0's l1: 22.2087
[52] valid_0's poisson: -95.5015 valid_0's l1: 22.1219
[53] valid_0's poisson: -95.5976 valid_0's l1: 22.0637
[54] valid_0's poisson: -95.7015 valid_0's l1: 21.9898
[55] valid_0's poisson: -95.8144 valid_0's l1: 21.9259
[56] valid_0's poisson: -95.9239 valid_0's l1: 21.8641
[57] valid_0's poisson: -96.0018 valid_0's l1: 21.8161
[58] valid_0's poisson: -96.0777 valid_0's l1: 21.7698
[59] valid_0's poisson: -96.18 valid_0's l1: 21.7119
[60] valid_0's poisson: -96.2641 valid_0's l1: 21.6587
[61] valid_0's poisson: -96.3689 valid_0's l1: 21.5848
[62] valid_0's poisson: -96.4633 valid_0's l1: 21.5305
[63] valid_0's poisson: -96.5294 valid_0's l1: 21.4885
[64] valid_0's poisson: -96.5992 valid_0's l1: 21.4437
[65] valid_0's poisson: -96.6889 valid_0's l1: 21.3785
[66] valid_0's poisson: -96.7627 valid_0's l1: 21.3316
[67] valid_0's poisson: -96.8513 valid_0's l1: 21.2806
[68] valid_0's poisson: -96.9374 valid_0's l1: 21.2313
[69] valid_0's poisson: -97.0209 valid_0's l1: 21.1832
[70] valid_0's poisson: -97.0882 valid_0's l1: 21.1394
[71] valid_0's poisson: -97.1478 valid_0's l1: 21.0998
[72] valid_0's poisson: -97.2058 valid_0's l1: 21.0614
[73] valid_0's poisson: -97.283 valid_0's l1: 21.0161
[74] valid_0's poisson: -97.3439 valid_0's l1: 20.977
[75] valid_0's poisson: -97.4246 valid_0's l1: 20.9155
[76] valid_0's poisson: -97.4955 valid_0's l1: 20.8731
[77] valid_0's poisson: -97.5796 valid_0's l1: 20.8113
[78] valid_0's poisson: -97.6282 valid_0's l1: 20.7797
[79] valid_0's poisson: -97.6964 valid_0's l1: 20.7393
[80] valid_0's poisson: -97.7756 valid_0's l1: 20.6796
[81] valid_0's poisson: -97.852 valid_0's l1: 20.6218
[82] valid_0's poisson: -97.9259 valid_0's l1: 20.5651
[83] valid_0's poisson: -97.9972 valid_0's l1: 20.5094
[84] valid_0's poisson: -98.0348 valid_0's l1: 20.481
[85] valid_0's poisson: -98.103 valid_0's l1: 20.4263
[86] valid_0's poisson: -98.1388 valid_0's l1: 20.3992
[87] valid_0's poisson: -98.204 valid_0's l1: 20.3461
[88] valid_0's poisson: -98.248 valid_0's l1: 20.3178
[89] valid_0's poisson: -98.3258 valid_0's l1: 20.2714
[90] valid_0's poisson: -98.3869 valid_0's l1: 20.2217
[91] valid_0's poisson: -98.446 valid_0's l1: 20.1734
[92] valid_0's poisson: -98.4889 valid_0's l1: 20.1433
[93] valid_0's poisson: -98.6336 valid_0's l1: 20.0719
[94] valid_0's poisson: -98.6647 valid_0's l1: 20.0477
[95] valid_0's poisson: -98.695 valid_0's l1: 20.0242
[96] valid_0's poisson: -98.7454 valid_0's l1: 19.989
[97] valid_0's poisson: -98.7988 valid_0's l1: 19.952
[98] valid_0's poisson: -98.8524 valid_0's l1: 19.9074
[99] valid_0's poisson: -98.892 valid_0's l1: 19.8796
[100] valid_0's poisson: -99.0216 valid_0's l1: 19.8139
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7155 valid_0's l1: 28.88
[3] valid_0's poisson: -82.3666 valid_0's l1: 28.6408
[4] valid_0's poisson: -82.9619 valid_0's l1: 28.412
[5] valid_0's poisson: -83.555 valid_0's l1: 28.1835
[6] valid_0's poisson: -84.1171 valid_0's l1: 27.9617
[7] valid_0's poisson: -84.6277 valid_0's l1: 27.7523
[8] valid_0's poisson: -85.1146 valid_0's l1: 27.5485
[9] valid_0's poisson: -85.5668 valid_0's l1: 27.3561
[10] valid_0's poisson: -86.0269 valid_0's l1: 27.1589
[11] valid_0's poisson: -86.4655 valid_0's l1: 26.9683
[12] valid_0's poisson: -86.884 valid_0's l1: 26.7823
[13] valid_0's poisson: -87.2836 valid_0's l1: 26.6028
[14] valid_0's poisson: -87.6656 valid_0's l1: 26.427
[15] valid_0's poisson: -88.0309 valid_0's l1: 26.2569
[16] valid_0's poisson: -88.3806 valid_0's l1: 26.0909
[17] valid_0's poisson: -88.7156 valid_0's l1: 25.9309
[18] valid_0's poisson: -89.0418 valid_0's l1: 25.7725
[19] valid_0's poisson: -89.3342 valid_0's l1: 25.6285
[20] valid_0's poisson: -89.6324 valid_0's l1: 25.4789
[21] valid_0's poisson: -89.904 valid_0's l1: 25.3441
[22] valid_0's poisson: -90.1657 valid_0's l1: 25.2158
[23] valid_0's poisson: -90.4577 valid_0's l1: 25.0609
[24] valid_0's poisson: -90.7195 valid_0's l1: 24.9272
[25] valid_0's poisson: -90.9712 valid_0's l1: 24.7968
[26] valid_0's poisson: -91.2306 valid_0's l1: 24.655
[27] valid_0's poisson: -91.4793 valid_0's l1: 24.5161
[28] valid_0's poisson: -91.68 valid_0's l1: 24.4067
[29] valid_0's poisson: -91.8779 valid_0's l1: 24.2977
[30] valid_0's poisson: -92.0788 valid_0's l1: 24.1943
[31] valid_0's poisson: -92.2998 valid_0's l1: 24.0687
[32] valid_0's poisson: -92.5176 valid_0's l1: 23.9441
[33] valid_0's poisson: -92.7267 valid_0's l1: 23.8229
[34] valid_0's poisson: -92.937 valid_0's l1: 23.6979
[35] valid_0's poisson: -93.139 valid_0's l1: 23.5776
[36] valid_0's poisson: -93.2711 valid_0's l1: 23.5011
[37] valid_0's poisson: -93.422 valid_0's l1: 23.414
[38] valid_0's poisson: -93.6097 valid_0's l1: 23.3011
[39] valid_0's poisson: -93.7926 valid_0's l1: 23.1904
[40] valid_0's poisson: -93.9685 valid_0's l1: 23.0825
[41] valid_0's poisson: -94.0862 valid_0's l1: 23.0132
[42] valid_0's poisson: -94.2357 valid_0's l1: 22.9333
[43] valid_0's poisson: -94.3987 valid_0's l1: 22.8306
[44] valid_0's poisson: -94.5058 valid_0's l1: 22.7662
[45] valid_0's poisson: -94.6594 valid_0's l1: 22.6691
[46] valid_0's poisson: -94.8073 valid_0's l1: 22.5753
[47] valid_0's poisson: -94.907 valid_0's l1: 22.5153
[48] valid_0's poisson: -95.0139 valid_0's l1: 22.454
[49] valid_0's poisson: -95.1419 valid_0's l1: 22.3854
[50] valid_0's poisson: -95.2464 valid_0's l1: 22.3224
[51] valid_0's poisson: -95.3685 valid_0's l1: 22.2555
[52] valid_0's poisson: -95.4981 valid_0's l1: 22.1678
[53] valid_0's poisson: -95.6231 valid_0's l1: 22.0832
[54] valid_0's poisson: -95.7168 valid_0's l1: 22.026
[55] valid_0's poisson: -95.8178 valid_0's l1: 21.9688
[56] valid_0's poisson: -95.9271 valid_0's l1: 21.8933
[57] valid_0's poisson: -96.0052 valid_0's l1: 21.8447
[58] valid_0's poisson: -96.1001 valid_0's l1: 21.7915
[59] valid_0's poisson: -96.2124 valid_0's l1: 21.7298
[60] valid_0's poisson: -96.2972 valid_0's l1: 21.6768
[61] valid_0's poisson: -96.4038 valid_0's l1: 21.6175
[62] valid_0's poisson: -96.4996 valid_0's l1: 21.5625
[63] valid_0's poisson: -96.5819 valid_0's l1: 21.5096
[64] valid_0's poisson: -96.6802 valid_0's l1: 21.4536
[65] valid_0's poisson: -96.7441 valid_0's l1: 21.4118
[66] valid_0's poisson: -96.8324 valid_0's l1: 21.3607
[67] valid_0's poisson: -96.9073 valid_0's l1: 21.3115
[68] valid_0's poisson: -96.9673 valid_0's l1: 21.2728
[69] valid_0's poisson: -97.0384 valid_0's l1: 21.2258
[70] valid_0's poisson: -97.1078 valid_0's l1: 21.1801
[71] valid_0's poisson: -97.1878 valid_0's l1: 21.1331
[72] valid_0's poisson: -97.2811 valid_0's l1: 21.0639
[73] valid_0's poisson: -97.3566 valid_0's l1: 21.0197
[74] valid_0's poisson: -97.4456 valid_0's l1: 20.953
[75] valid_0's poisson: -97.5315 valid_0's l1: 20.8884
[76] valid_0's poisson: -97.5767 valid_0's l1: 20.8547
[77] valid_0's poisson: -97.655 valid_0's l1: 20.8046
[78] valid_0's poisson: -97.6986 valid_0's l1: 20.7723
[79] valid_0's poisson: -97.7449 valid_0's l1: 20.7415
[80] valid_0's poisson: -97.7865 valid_0's l1: 20.7105
[81] valid_0's poisson: -97.8647 valid_0's l1: 20.6508
[82] valid_0's poisson: -97.9397 valid_0's l1: 20.5926
[83] valid_0's poisson: -98.0133 valid_0's l1: 20.5356
[84] valid_0's poisson: -98.0845 valid_0's l1: 20.4799
[85] valid_0's poisson: -98.1524 valid_0's l1: 20.4249
[86] valid_0's poisson: -98.2218 valid_0's l1: 20.3834
[87] valid_0's poisson: -98.3792 valid_0's l1: 20.305
[88] valid_0's poisson: -98.4148 valid_0's l1: 20.2774
[89] valid_0's poisson: -98.4717 valid_0's l1: 20.2425
[90] valid_0's poisson: -98.5231 valid_0's l1: 20.2058
[91] valid_0's poisson: -98.5773 valid_0's l1: 20.1681
[92] valid_0's poisson: -98.6321 valid_0's l1: 20.1297
[93] valid_0's poisson: -98.6924 valid_0's l1: 20.0798
[94] valid_0's poisson: -98.833 valid_0's l1: 20.0072
[95] valid_0's poisson: -98.8653 valid_0's l1: 19.9821
[96] valid_0's poisson: -98.8969 valid_0's l1: 19.9576
[97] valid_0's poisson: -98.9565 valid_0's l1: 19.9219
[98] valid_0's poisson: -99.0078 valid_0's l1: 19.8854
[99] valid_0's poisson: -99.0916 valid_0's l1: 19.8468
[100] valid_0's poisson: -99.1482 valid_0's l1: 19.8124
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.0797 valid_0's l1: 29.1122
[2] valid_0's poisson: -81.7629 valid_0's l1: 28.8668
[3] valid_0's poisson: -82.3527 valid_0's l1: 28.6429
[4] valid_0's poisson: -82.9525 valid_0's l1: 28.4128
[5] valid_0's poisson: -83.5395 valid_0's l1: 28.1858
[6] valid_0's poisson: -84.0957 valid_0's l1: 27.9661
[7] valid_0's poisson: -84.6298 valid_0's l1: 27.7503
[8] valid_0's poisson: -85.1375 valid_0's l1: 27.5408
[9] valid_0's poisson: -85.5875 valid_0's l1: 27.3493
[10] valid_0's poisson: -86.0523 valid_0's l1: 27.1486
[11] valid_0's poisson: -86.4874 valid_0's l1: 26.9574
[12] valid_0's poisson: -86.9016 valid_0's l1: 26.7736
[13] valid_0's poisson: -87.2972 valid_0's l1: 26.5956
[14] valid_0's poisson: -87.6753 valid_0's l1: 26.4221
[15] valid_0's poisson: -88.0369 valid_0's l1: 26.2535
[16] valid_0's poisson: -88.392 valid_0's l1: 26.0832
[17] valid_0's poisson: -88.725 valid_0's l1: 25.9218
[18] valid_0's poisson: -89.0264 valid_0's l1: 25.7756
[19] valid_0's poisson: -89.3346 valid_0's l1: 25.6234
[20] valid_0's poisson: -89.6232 valid_0's l1: 25.4806
[21] valid_0's poisson: -89.9095 valid_0's l1: 25.3345
[22] valid_0's poisson: -90.1721 valid_0's l1: 25.2027
[23] valid_0's poisson: -90.4651 valid_0's l1: 25.0454
[24] valid_0's poisson: -90.7115 valid_0's l1: 24.9202
[25] valid_0's poisson: -90.9623 valid_0's l1: 24.7914
[26] valid_0's poisson: -91.2234 valid_0's l1: 24.6491
[27] valid_0's poisson: -91.4762 valid_0's l1: 24.5086
[28] valid_0's poisson: -91.7183 valid_0's l1: 24.3744
[29] valid_0's poisson: -91.9505 valid_0's l1: 24.2427
[30] valid_0's poisson: -92.1304 valid_0's l1: 24.1438
[31] valid_0's poisson: -92.3045 valid_0's l1: 24.0482
[32] valid_0's poisson: -92.4873 valid_0's l1: 23.9461
[33] valid_0's poisson: -92.707 valid_0's l1: 23.818
[34] valid_0's poisson: -92.9074 valid_0's l1: 23.6997
[35] valid_0's poisson: -93.1104 valid_0's l1: 23.5789
[36] valid_0's poisson: -93.3009 valid_0's l1: 23.4739
[37] valid_0's poisson: -93.4921 valid_0's l1: 23.3584
[38] valid_0's poisson: -93.6187 valid_0's l1: 23.2838
[39] valid_0's poisson: -93.7996 valid_0's l1: 23.1733
[40] valid_0's poisson: -93.9736 valid_0's l1: 23.0657
[41] valid_0's poisson: -94.1411 valid_0's l1: 22.9599
[42] valid_0's poisson: -94.282 valid_0's l1: 22.8825
[43] valid_0's poisson: -94.4061 valid_0's l1: 22.8095
[44] valid_0's poisson: -94.5521 valid_0's l1: 22.7301
[45] valid_0's poisson: -94.6818 valid_0's l1: 22.6413
[46] valid_0's poisson: -94.8249 valid_0's l1: 22.5492
[47] valid_0's poisson: -94.9647 valid_0's l1: 22.4587
[48] valid_0's poisson: -95.0614 valid_0's l1: 22.3995
[49] valid_0's poisson: -95.1775 valid_0's l1: 22.3328
[50] valid_0's poisson: -95.3005 valid_0's l1: 22.266
[51] valid_0's poisson: -95.3995 valid_0's l1: 22.2037
[52] valid_0's poisson: -95.5221 valid_0's l1: 22.1316
[53] valid_0's poisson: -95.6441 valid_0's l1: 22.0499
[54] valid_0's poisson: -95.7283 valid_0's l1: 21.9975
[55] valid_0's poisson: -95.8393 valid_0's l1: 21.9355
[56] valid_0's poisson: -95.9291 valid_0's l1: 21.8802
[57] valid_0's poisson: -96.0159 valid_0's l1: 21.8249
[58] valid_0's poisson: -96.1025 valid_0's l1: 21.769
[59] valid_0's poisson: -96.2028 valid_0's l1: 21.6984
[60] valid_0's poisson: -96.2996 valid_0's l1: 21.6302
[61] valid_0's poisson: -96.397 valid_0's l1: 21.5743
[62] valid_0's poisson: -96.4718 valid_0's l1: 21.5272
[63] valid_0's poisson: -96.5659 valid_0's l1: 21.4733
[64] valid_0's poisson: -96.6573 valid_0's l1: 21.4208
[65] valid_0's poisson: -96.7225 valid_0's l1: 21.3786
[66] valid_0's poisson: -96.8096 valid_0's l1: 21.329
[67] valid_0's poisson: -96.8942 valid_0's l1: 21.2806
[68] valid_0's poisson: -96.9541 valid_0's l1: 21.2414
[69] valid_0's poisson: -97.0413 valid_0's l1: 21.1865
[70] valid_0's poisson: -97.1016 valid_0's l1: 21.1461
[71] valid_0's poisson: -97.1684 valid_0's l1: 21.1012
[72] valid_0's poisson: -97.2254 valid_0's l1: 21.0631
[73] valid_0's poisson: -97.3013 valid_0's l1: 21.0188
[74] valid_0's poisson: -97.3635 valid_0's l1: 20.9764
[75] valid_0's poisson: -97.4314 valid_0's l1: 20.9345
[76] valid_0's poisson: -97.5163 valid_0's l1: 20.8713
[77] valid_0's poisson: -97.5983 valid_0's l1: 20.8101
[78] valid_0's poisson: -97.6664 valid_0's l1: 20.7697
[79] valid_0's poisson: -97.7228 valid_0's l1: 20.7314
[80] valid_0's poisson: -97.7996 valid_0's l1: 20.6729
[81] valid_0's poisson: -97.8709 valid_0's l1: 20.6309
[82] valid_0's poisson: -97.9223 valid_0's l1: 20.5955
[83] valid_0's poisson: -97.9957 valid_0's l1: 20.539
[84] valid_0's poisson: -98.0653 valid_0's l1: 20.4834
[85] valid_0's poisson: -98.1326 valid_0's l1: 20.4292
[86] valid_0's poisson: -98.199 valid_0's l1: 20.3756
[87] valid_0's poisson: -98.2398 valid_0's l1: 20.3483
[88] valid_0's poisson: -98.3034 valid_0's l1: 20.2978
[89] valid_0's poisson: -98.3649 valid_0's l1: 20.2481
[90] valid_0's poisson: -98.3996 valid_0's l1: 20.2214
[91] valid_0's poisson: -98.4586 valid_0's l1: 20.1742
[92] valid_0's poisson: -98.4916 valid_0's l1: 20.149
[93] valid_0's poisson: -98.6131 valid_0's l1: 20.0868
[94] valid_0's poisson: -98.6471 valid_0's l1: 20.0616
[95] valid_0's poisson: -98.7007 valid_0's l1: 20.0245
[96] valid_0's poisson: -98.7725 valid_0's l1: 19.9814
[97] valid_0's poisson: -98.8348 valid_0's l1: 19.9336
[98] valid_0's poisson: -98.8645 valid_0's l1: 19.91
[99] valid_0's poisson: -98.9315 valid_0's l1: 19.8693
[100] valid_0's poisson: -98.9599 valid_0's l1: 19.8465
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -81.0801 valid_0's l1: 29.1117
[2] valid_0's poisson: -81.7637 valid_0's l1: 28.8657
[3] valid_0's poisson: -82.3494 valid_0's l1: 28.646
[4] valid_0's poisson: -82.9472 valid_0's l1: 28.4161
[5] valid_0's poisson: -83.5419 valid_0's l1: 28.1864
[6] valid_0's poisson: -84.1009 valid_0's l1: 27.9644
[7] valid_0's poisson: -84.6372 valid_0's l1: 27.7469
[8] valid_0's poisson: -85.1469 valid_0's l1: 27.5357
[9] valid_0's poisson: -85.5817 valid_0's l1: 27.3508
[10] valid_0's poisson: -86.0483 valid_0's l1: 27.15
[11] valid_0's poisson: -86.4931 valid_0's l1: 26.9557
[12] valid_0's poisson: -86.9177 valid_0's l1: 26.7663
[13] valid_0's poisson: -87.3231 valid_0's l1: 26.5834
[14] valid_0's poisson: -87.7105 valid_0's l1: 26.4046
[15] valid_0's poisson: -88.0741 valid_0's l1: 26.2347
[16] valid_0's poisson: -88.4046 valid_0's l1: 26.0782
[17] valid_0's poisson: -88.7413 valid_0's l1: 25.9167
[18] valid_0's poisson: -89.0637 valid_0's l1: 25.758
[19] valid_0's poisson: -89.3728 valid_0's l1: 25.6053
[20] valid_0's poisson: -89.6616 valid_0's l1: 25.4621
[21] valid_0's poisson: -89.9395 valid_0's l1: 25.3233
[22] valid_0's poisson: -90.2001 valid_0's l1: 25.1945
[23] valid_0's poisson: -90.4699 valid_0's l1: 25.055
[24] valid_0's poisson: -90.7282 valid_0's l1: 24.9231
[25] valid_0's poisson: -90.9954 valid_0's l1: 24.7788
[26] valid_0's poisson: -91.2513 valid_0's l1: 24.6385
[27] valid_0's poisson: -91.4967 valid_0's l1: 24.501
[28] valid_0's poisson: -91.6943 valid_0's l1: 24.3925
[29] valid_0's poisson: -91.9284 valid_0's l1: 24.2703
[30] valid_0's poisson: -92.1635 valid_0's l1: 24.1377
[31] valid_0's poisson: -92.3795 valid_0's l1: 24.0142
[32] valid_0's poisson: -92.5869 valid_0's l1: 23.8934
[33] valid_0's poisson: -92.7435 valid_0's l1: 23.8058
[34] valid_0's poisson: -92.9517 valid_0's l1: 23.683
[35] valid_0's poisson: -93.1518 valid_0's l1: 23.565
[36] valid_0's poisson: -93.3164 valid_0's l1: 23.4762
[37] valid_0's poisson: -93.4679 valid_0's l1: 23.3885
[38] valid_0's poisson: -93.6494 valid_0's l1: 23.2783
[39] valid_0's poisson: -93.8265 valid_0's l1: 23.1794
[40] valid_0's poisson: -93.9973 valid_0's l1: 23.0841
[41] valid_0's poisson: -94.1639 valid_0's l1: 22.9797
[42] valid_0's poisson: -94.3243 valid_0's l1: 22.8778
[43] valid_0's poisson: -94.4349 valid_0's l1: 22.8118
[44] valid_0's poisson: -94.5867 valid_0's l1: 22.7143
[45] valid_0's poisson: -94.733 valid_0's l1: 22.6198
[46] valid_0's poisson: -94.8588 valid_0's l1: 22.5507
[47] valid_0's poisson: -94.9938 valid_0's l1: 22.4784
[48] valid_0's poisson: -95.1246 valid_0's l1: 22.4082
[49] valid_0's poisson: -95.2189 valid_0's l1: 22.3514
[50] valid_0's poisson: -95.3391 valid_0's l1: 22.2708
[51] valid_0's poisson: -95.4569 valid_0's l1: 22.2053
[52] valid_0's poisson: -95.5545 valid_0's l1: 22.1444
[53] valid_0's poisson: -95.6407 valid_0's l1: 22.0915
[54] valid_0's poisson: -95.7446 valid_0's l1: 22.0178
[55] valid_0's poisson: -95.8539 valid_0's l1: 21.956
[56] valid_0's poisson: -95.9437 valid_0's l1: 21.9009
[57] valid_0's poisson: -96.0491 valid_0's l1: 21.8414
[58] valid_0's poisson: -96.1349 valid_0's l1: 21.7874
[59] valid_0's poisson: -96.2358 valid_0's l1: 21.7311
[60] valid_0's poisson: -96.3283 valid_0's l1: 21.6631
[61] valid_0's poisson: -96.4221 valid_0's l1: 21.5958
[62] valid_0's poisson: -96.501 valid_0's l1: 21.5447
[63] valid_0's poisson: -96.568 valid_0's l1: 21.5014
[64] valid_0's poisson: -96.6515 valid_0's l1: 21.4378
[65] valid_0's poisson: -96.7385 valid_0's l1: 21.3877
[66] valid_0's poisson: -96.8009 valid_0's l1: 21.3474
[67] valid_0's poisson: -96.8719 valid_0's l1: 21.302
[68] valid_0's poisson: -96.9536 valid_0's l1: 21.2554
[69] valid_0's poisson: -97.0329 valid_0's l1: 21.2096
[70] valid_0's poisson: -97.1099 valid_0's l1: 21.1646
[71] valid_0's poisson: -97.1934 valid_0's l1: 21.1117
[72] valid_0's poisson: -97.2748 valid_0's l1: 21.0517
[73] valid_0's poisson: -97.3415 valid_0's l1: 21.0068
[74] valid_0's poisson: -97.391 valid_0's l1: 20.9707
[75] valid_0's poisson: -97.4437 valid_0's l1: 20.9344
[76] valid_0's poisson: -97.526 valid_0's l1: 20.8727
[77] valid_0's poisson: -97.6056 valid_0's l1: 20.8134
[78] valid_0's poisson: -97.6824 valid_0's l1: 20.7554
[79] valid_0's poisson: -97.739 valid_0's l1: 20.7166
[80] valid_0's poisson: -97.7815 valid_0's l1: 20.685
[81] valid_0's poisson: -97.8333 valid_0's l1: 20.6502
[82] valid_0's poisson: -97.9059 valid_0's l1: 20.5948
[83] valid_0's poisson: -97.976 valid_0's l1: 20.5405
[84] valid_0's poisson: -98.0439 valid_0's l1: 20.4872
[85] valid_0's poisson: -98.108 valid_0's l1: 20.4353
[86] valid_0's poisson: -98.1701 valid_0's l1: 20.3846
[87] valid_0's poisson: -98.2062 valid_0's l1: 20.3568
[88] valid_0's poisson: -98.2531 valid_0's l1: 20.3259
[89] valid_0's poisson: -98.398 valid_0's l1: 20.2539
[90] valid_0's poisson: -98.4348 valid_0's l1: 20.227
[91] valid_0's poisson: -98.5701 valid_0's l1: 20.1577
[92] valid_0's poisson: -98.6327 valid_0's l1: 20.1197
[93] valid_0's poisson: -98.688 valid_0's l1: 20.0731
[94] valid_0's poisson: -98.7427 valid_0's l1: 20.0274
[95] valid_0's poisson: -98.8131 valid_0's l1: 19.9848
[96] valid_0's poisson: -98.9361 valid_0's l1: 19.9199
[97] valid_0's poisson: -98.9879 valid_0's l1: 19.8841
[98] valid_0's poisson: -99.0551 valid_0's l1: 19.8429
[99] valid_0's poisson: -99.1202 valid_0's l1: 19.803
[100] valid_0's poisson: -99.1687 valid_0's l1: 19.7692
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -81.2302 valid_0's l1: 29.0575
[2] valid_0's poisson: -82.0297 valid_0's l1: 28.7639
[3] valid_0's poisson: -82.7847 valid_0's l1: 28.4752
[4] valid_0's poisson: -83.5042 valid_0's l1: 28.191
[5] valid_0's poisson: -84.2221 valid_0's l1: 27.9046
[6] valid_0's poisson: -84.9074 valid_0's l1: 27.6232
[7] valid_0's poisson: -85.5347 valid_0's l1: 27.3531
[8] valid_0's poisson: -86.1604 valid_0's l1: 27.0827
[9] valid_0's poisson: -86.7508 valid_0's l1: 26.8198
[10] valid_0's poisson: -87.3498 valid_0's l1: 26.5529
[11] valid_0's poisson: -87.9064 valid_0's l1: 26.2952
[12] valid_0's poisson: -88.4504 valid_0's l1: 26.0423
[13] valid_0's poisson: -88.9521 valid_0's l1: 25.7997
[14] valid_0's poisson: -89.4463 valid_0's l1: 25.5592
[15] valid_0's poisson: -89.8925 valid_0's l1: 25.3307
[16] valid_0's poisson: -90.3489 valid_0's l1: 25.0982
[17] valid_0's poisson: -90.7768 valid_0's l1: 24.8755
[18] valid_0's poisson: -91.1744 valid_0's l1: 24.6622
[19] valid_0's poisson: -91.5549 valid_0's l1: 24.4539
[20] valid_0's poisson: -91.9287 valid_0's l1: 24.2486
[21] valid_0's poisson: -92.2884 valid_0's l1: 24.0466
[22] valid_0's poisson: -92.6313 valid_0's l1: 23.851
[23] valid_0's poisson: -92.9575 valid_0's l1: 23.6577
[24] valid_0's poisson: -93.3261 valid_0's l1: 23.4555
[25] valid_0's poisson: -93.6389 valid_0's l1: 23.2702
[26] valid_0's poisson: -93.9369 valid_0's l1: 23.0902
[27] valid_0's poisson: -94.3746 valid_0's l1: 22.8838
[28] valid_0's poisson: -94.65 valid_0's l1: 22.7117
[29] valid_0's poisson: -95.0502 valid_0's l1: 22.5182
[30] valid_0's poisson: -95.5479 valid_0's l1: 22.2967
[31] valid_0's poisson: -95.8086 valid_0's l1: 22.1266
[32] valid_0's poisson: -96.0563 valid_0's l1: 21.9625
[33] valid_0's poisson: -96.472 valid_0's l1: 21.7572
[34] valid_0's poisson: -96.8426 valid_0's l1: 21.5653
[35] valid_0's poisson: -97.1952 valid_0's l1: 21.376
[36] valid_0's poisson: -97.569 valid_0's l1: 21.1826
[37] valid_0's poisson: -97.8855 valid_0's l1: 21.0017
[38] valid_0's poisson: -98.09 valid_0's l1: 20.8491
[39] valid_0's poisson: -98.404 valid_0's l1: 20.6679
[40] valid_0's poisson: -98.6828 valid_0's l1: 20.4996
[41] valid_0's poisson: -98.9912 valid_0's l1: 20.3134
[42] valid_0's poisson: -99.1528 valid_0's l1: 20.1829
[43] valid_0's poisson: -99.3654 valid_0's l1: 20.0395
[44] valid_0's poisson: -99.6057 valid_0's l1: 19.8863
[45] valid_0's poisson: -99.867 valid_0's l1: 19.7182
[46] valid_0's poisson: -100.12 valid_0's l1: 19.5533
[47] valid_0's poisson: -100.355 valid_0's l1: 19.3957
[48] valid_0's poisson: -100.582 valid_0's l1: 19.2396
[49] valid_0's poisson: -100.798 valid_0's l1: 19.088
[50] valid_0's poisson: -100.969 valid_0's l1: 18.9583
[51] valid_0's poisson: -101.1 valid_0's l1: 18.8462
[52] valid_0's poisson: -101.297 valid_0's l1: 18.7023
[53] valid_0's poisson: -101.489 valid_0's l1: 18.5645
[54] valid_0's poisson: -101.654 valid_0's l1: 18.4374
[55] valid_0's poisson: -101.817 valid_0's l1: 18.3117
[56] valid_0's poisson: -101.916 valid_0's l1: 18.2176
[57] valid_0's poisson: -102.09 valid_0's l1: 18.0876
[58] valid_0's poisson: -102.173 valid_0's l1: 18.0086
[59] valid_0's poisson: -102.341 valid_0's l1: 17.8796
[60] valid_0's poisson: -102.488 valid_0's l1: 17.762
[61] valid_0's poisson: -102.647 valid_0's l1: 17.6377
[62] valid_0's poisson: -102.746 valid_0's l1: 17.5434
[63] valid_0's poisson: -102.912 valid_0's l1: 17.4114
[64] valid_0's poisson: -103.014 valid_0's l1: 17.3215
[65] valid_0's poisson: -103.169 valid_0's l1: 17.2015
[66] valid_0's poisson: -103.301 valid_0's l1: 17.0978
[67] valid_0's poisson: -103.436 valid_0's l1: 16.9832
[68] valid_0's poisson: -103.577 valid_0's l1: 16.8709
[69] valid_0's poisson: -103.651 valid_0's l1: 16.7949
[70] valid_0's poisson: -103.78 valid_0's l1: 16.6859
[71] valid_0's poisson: -103.888 valid_0's l1: 16.5911
[72] valid_0's poisson: -104.008 valid_0's l1: 16.486
[73] valid_0's poisson: -104.129 valid_0's l1: 16.3853
[74] valid_0's poisson: -104.247 valid_0's l1: 16.2827
[75] valid_0's poisson: -104.359 valid_0's l1: 16.1835
[76] valid_0's poisson: -104.454 valid_0's l1: 16.0996
[77] valid_0's poisson: -104.545 valid_0's l1: 16.0176
[78] valid_0's poisson: -104.604 valid_0's l1: 15.9536
[79] valid_0's poisson: -104.691 valid_0's l1: 15.873
[80] valid_0's poisson: -104.744 valid_0's l1: 15.8149
[81] valid_0's poisson: -104.832 valid_0's l1: 15.7316
[82] valid_0's poisson: -104.887 valid_0's l1: 15.6754
[83] valid_0's poisson: -104.935 valid_0's l1: 15.6214
[84] valid_0's poisson: -105.01 valid_0's l1: 15.5491
[85] valid_0's poisson: -105.061 valid_0's l1: 15.4961
[86] valid_0's poisson: -105.127 valid_0's l1: 15.4288
[87] valid_0's poisson: -105.198 valid_0's l1: 15.359
[88] valid_0's poisson: -105.236 valid_0's l1: 15.3173
[89] valid_0's poisson: -105.295 valid_0's l1: 15.2587
[90] valid_0's poisson: -105.352 valid_0's l1: 15.2022
[91] valid_0's poisson: -105.414 valid_0's l1: 15.1406
[92] valid_0's poisson: -105.486 valid_0's l1: 15.0663
[93] valid_0's poisson: -105.529 valid_0's l1: 15.0191
[94] valid_0's poisson: -105.582 valid_0's l1: 14.9648
[95] valid_0's poisson: -105.633 valid_0's l1: 14.9109
[96] valid_0's poisson: -105.699 valid_0's l1: 14.8413
[97] valid_0's poisson: -105.737 valid_0's l1: 14.7995
[98] valid_0's poisson: -105.785 valid_0's l1: 14.7453
[99] valid_0's poisson: -105.823 valid_0's l1: 14.7032
[100] valid_0's poisson: -105.882 valid_0's l1: 14.6375
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -81.2258 valid_0's l1: 29.0587
[2] valid_0's poisson: -82.0225 valid_0's l1: 28.7668
[3] valid_0's poisson: -82.8109 valid_0's l1: 28.473
[4] valid_0's poisson: -83.5503 valid_0's l1: 28.1846
[5] valid_0's poisson: -84.263 valid_0's l1: 27.8967
[6] valid_0's poisson: -84.9336 valid_0's l1: 27.6162
[7] valid_0's poisson: -85.5892 valid_0's l1: 27.339
[8] valid_0's poisson: -86.2145 valid_0's l1: 27.0668
[9] valid_0's poisson: -86.8152 valid_0's l1: 26.7988
[10] valid_0's poisson: -87.3844 valid_0's l1: 26.539
[11] valid_0's poisson: -87.9502 valid_0's l1: 26.2807
[12] valid_0's poisson: -88.4649 valid_0's l1: 26.0323
[13] valid_0's poisson: -88.9606 valid_0's l1: 25.7904
[14] valid_0's poisson: -89.4438 valid_0's l1: 25.5516
[15] valid_0's poisson: -89.9053 valid_0's l1: 25.3182
[16] valid_0's poisson: -90.3563 valid_0's l1: 25.0875
[17] valid_0's poisson: -90.7919 valid_0's l1: 24.8627
[18] valid_0's poisson: -91.2252 valid_0's l1: 24.6386
[19] valid_0's poisson: -91.6149 valid_0's l1: 24.4253
[20] valid_0's poisson: -91.9798 valid_0's l1: 24.2203
[21] valid_0's poisson: -92.3299 valid_0's l1: 24.0208
[22] valid_0's poisson: -92.6658 valid_0's l1: 23.8264
[23] valid_0's poisson: -93.0311 valid_0's l1: 23.6232
[24] valid_0's poisson: -93.3644 valid_0's l1: 23.4299
[25] valid_0's poisson: -93.671 valid_0's l1: 23.2452
[26] valid_0's poisson: -94.1978 valid_0's l1: 23.018
[27] valid_0's poisson: -94.5192 valid_0's l1: 22.8296
[28] valid_0's poisson: -94.78 valid_0's l1: 22.6646
[29] valid_0's poisson: -95.0442 valid_0's l1: 22.4987
[30] valid_0's poisson: -95.5117 valid_0's l1: 22.2843
[31] valid_0's poisson: -95.9457 valid_0's l1: 22.0767
[32] valid_0's poisson: -96.229 valid_0's l1: 21.9002
[33] valid_0's poisson: -96.6278 valid_0's l1: 21.6993
[34] valid_0's poisson: -96.854 valid_0's l1: 21.5416
[35] valid_0's poisson: -97.0645 valid_0's l1: 21.3906
[36] valid_0's poisson: -97.2675 valid_0's l1: 21.2441
[37] valid_0's poisson: -97.4632 valid_0's l1: 21.1011
[38] valid_0's poisson: -97.7566 valid_0's l1: 20.9326
[39] valid_0's poisson: -98.0353 valid_0's l1: 20.7675
[40] valid_0's poisson: -98.2094 valid_0's l1: 20.6367
[41] valid_0's poisson: -98.4672 valid_0's l1: 20.4797
[42] valid_0's poisson: -98.7813 valid_0's l1: 20.3028
[43] valid_0's poisson: -99.0731 valid_0's l1: 20.1345
[44] valid_0's poisson: -99.3381 valid_0's l1: 19.9741
[45] valid_0's poisson: -99.62 valid_0's l1: 19.8012
[46] valid_0's poisson: -99.8982 valid_0's l1: 19.6319
[47] valid_0's poisson: -100.112 valid_0's l1: 19.4908
[48] valid_0's poisson: -100.329 valid_0's l1: 19.3495
[49] valid_0's poisson: -100.564 valid_0's l1: 19.1938
[50] valid_0's poisson: -100.781 valid_0's l1: 19.0393
[51] valid_0's poisson: -100.987 valid_0's l1: 18.8906
[52] valid_0's poisson: -101.169 valid_0's l1: 18.7528
[53] valid_0's poisson: -101.282 valid_0's l1: 18.6502
[54] valid_0's poisson: -101.477 valid_0's l1: 18.5061
[55] valid_0's poisson: -101.656 valid_0's l1: 18.3688
[56] valid_0's poisson: -101.759 valid_0's l1: 18.2724
[57] valid_0's poisson: -101.954 valid_0's l1: 18.1308
[58] valid_0's poisson: -102.13 valid_0's l1: 17.9969
[59] valid_0's poisson: -102.224 valid_0's l1: 17.9064
[60] valid_0's poisson: -102.417 valid_0's l1: 17.7668
[61] valid_0's poisson: -102.587 valid_0's l1: 17.6386
[62] valid_0's poisson: -102.735 valid_0's l1: 17.5191
[63] valid_0's poisson: -102.878 valid_0's l1: 17.4036
[64] valid_0's poisson: -103.016 valid_0's l1: 17.2905
[65] valid_0's poisson: -103.138 valid_0's l1: 17.186
[66] valid_0's poisson: -103.287 valid_0's l1: 17.0644
[67] valid_0's poisson: -103.424 valid_0's l1: 16.9558
[68] valid_0's poisson: -103.543 valid_0's l1: 16.85
[69] valid_0's poisson: -103.673 valid_0's l1: 16.7438
[70] valid_0's poisson: -103.743 valid_0's l1: 16.6742
[71] valid_0's poisson: -103.851 valid_0's l1: 16.5733
[72] valid_0's poisson: -103.956 valid_0's l1: 16.4753
[73] valid_0's poisson: -104.07 valid_0's l1: 16.3833
[74] valid_0's poisson: -104.155 valid_0's l1: 16.2983
[75] valid_0's poisson: -104.262 valid_0's l1: 16.1988
[76] valid_0's poisson: -104.359 valid_0's l1: 16.1053
[77] valid_0's poisson: -104.471 valid_0's l1: 15.999
[78] valid_0's poisson: -104.582 valid_0's l1: 15.901
[79] valid_0's poisson: -104.689 valid_0's l1: 15.8051
[80] valid_0's poisson: -104.791 valid_0's l1: 15.7121
[81] valid_0's poisson: -104.89 valid_0's l1: 15.6182
[82] valid_0's poisson: -104.939 valid_0's l1: 15.5635
[83] valid_0's poisson: -105.01 valid_0's l1: 15.4935
[84] valid_0's poisson: -105.096 valid_0's l1: 15.4063
[85] valid_0's poisson: -105.148 valid_0's l1: 15.3488
[86] valid_0's poisson: -105.192 valid_0's l1: 15.2996
[87] valid_0's poisson: -105.253 valid_0's l1: 15.2373
[88] valid_0's poisson: -105.321 valid_0's l1: 15.1683
[89] valid_0's poisson: -105.409 valid_0's l1: 15.08
[90] valid_0's poisson: -105.494 valid_0's l1: 14.9935
[91] valid_0's poisson: -105.559 valid_0's l1: 14.9313
[92] valid_0's poisson: -105.602 valid_0's l1: 14.8853
[93] valid_0's poisson: -105.661 valid_0's l1: 14.8252
[94] valid_0's poisson: -105.72 valid_0's l1: 14.7567
[95] valid_0's poisson: -105.794 valid_0's l1: 14.6787
[96] valid_0's poisson: -105.866 valid_0's l1: 14.6024
[97] valid_0's poisson: -105.918 valid_0's l1: 14.5389
[98] valid_0's poisson: -105.969 valid_0's l1: 14.4784
[99] valid_0's poisson: -106.005 valid_0's l1: 14.4385
[100] valid_0's poisson: -106.056 valid_0's l1: 14.3874
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -81.2405 valid_0's l1: 29.0532
[2] valid_0's poisson: -82.045 valid_0's l1: 28.7601
[3] valid_0's poisson: -82.8217 valid_0's l1: 28.4668
[4] valid_0's poisson: -83.5549 valid_0's l1: 28.18
[5] valid_0's poisson: -84.2608 valid_0's l1: 27.8959
[6] valid_0's poisson: -84.9145 valid_0's l1: 27.6224
[7] valid_0's poisson: -85.5495 valid_0's l1: 27.3507
[8] valid_0's poisson: -86.1625 valid_0's l1: 27.0843
[9] valid_0's poisson: -86.7437 valid_0's l1: 26.8253
[10] valid_0's poisson: -87.3149 valid_0's l1: 26.5669
[11] valid_0's poisson: -87.8798 valid_0's l1: 26.3081
[12] valid_0's poisson: -88.4325 valid_0's l1: 26.0514
[13] valid_0's poisson: -88.9428 valid_0's l1: 25.8059
[14] valid_0's poisson: -89.4162 valid_0's l1: 25.57
[15] valid_0's poisson: -89.8903 valid_0's l1: 25.3342
[16] valid_0's poisson: -90.3427 valid_0's l1: 25.1051
[17] valid_0's poisson: -90.7695 valid_0's l1: 24.8833
[18] valid_0's poisson: -91.1816 valid_0's l1: 24.6645
[19] valid_0's poisson: -91.5712 valid_0's l1: 24.4524
[20] valid_0's poisson: -91.9461 valid_0's l1: 24.2448
[21] valid_0's poisson: -92.3144 valid_0's l1: 24.0383
[22] valid_0's poisson: -92.6696 valid_0's l1: 23.8372
[23] valid_0's poisson: -93.0052 valid_0's l1: 23.6435
[24] valid_0's poisson: -93.376 valid_0's l1: 23.4404
[25] valid_0's poisson: -93.6951 valid_0's l1: 23.251
[26] valid_0's poisson: -94.0202 valid_0's l1: 23.0598
[27] valid_0's poisson: -94.3075 valid_0's l1: 22.8848
[28] valid_0's poisson: -94.6212 valid_0's l1: 22.6976
[29] valid_0's poisson: -95.1054 valid_0's l1: 22.4757
[30] valid_0's poisson: -95.5789 valid_0's l1: 22.2664
[31] valid_0's poisson: -95.8403 valid_0's l1: 22.0964
[32] valid_0's poisson: -96.2658 valid_0's l1: 21.8915
[33] valid_0's poisson: -96.6649 valid_0's l1: 21.6954
[34] valid_0's poisson: -96.999 valid_0's l1: 21.5139
[35] valid_0's poisson: -97.343 valid_0's l1: 21.3268
[36] valid_0's poisson: -97.544 valid_0's l1: 21.1787
[37] valid_0's poisson: -97.8356 valid_0's l1: 21.0077
[38] valid_0's poisson: -98.0398 valid_0's l1: 20.8622
[39] valid_0's poisson: -98.3778 valid_0's l1: 20.6699
[40] valid_0's poisson: -98.7092 valid_0's l1: 20.4751
[41] valid_0's poisson: -99.0245 valid_0's l1: 20.2879
[42] valid_0's poisson: -99.3382 valid_0's l1: 20.0952
[43] valid_0's poisson: -99.6147 valid_0's l1: 19.9227
[44] valid_0's poisson: -99.8635 valid_0's l1: 19.7606
[45] valid_0's poisson: -100.082 valid_0's l1: 19.6065
[46] valid_0's poisson: -100.331 valid_0's l1: 19.4416
[47] valid_0's poisson: -100.461 valid_0's l1: 19.3321
[48] valid_0's poisson: -100.645 valid_0's l1: 19.1934
[49] valid_0's poisson: -100.881 valid_0's l1: 19.0389
[50] valid_0's poisson: -101.104 valid_0's l1: 18.8878
[51] valid_0's poisson: -101.302 valid_0's l1: 18.7444
[52] valid_0's poisson: -101.506 valid_0's l1: 18.5903
[53] valid_0's poisson: -101.689 valid_0's l1: 18.4575
[54] valid_0's poisson: -101.885 valid_0's l1: 18.3094
[55] valid_0's poisson: -102.071 valid_0's l1: 18.1661
[56] valid_0's poisson: -102.246 valid_0's l1: 18.0362
[57] valid_0's poisson: -102.408 valid_0's l1: 17.9024
[58] valid_0's poisson: -102.549 valid_0's l1: 17.7823
[59] valid_0's poisson: -102.687 valid_0's l1: 17.6649
[60] valid_0's poisson: -102.841 valid_0's l1: 17.5439
[61] valid_0's poisson: -102.989 valid_0's l1: 17.4198
[62] valid_0's poisson: -103.114 valid_0's l1: 17.3139
[63] valid_0's poisson: -103.254 valid_0's l1: 17.1939
[64] valid_0's poisson: -103.403 valid_0's l1: 17.0717
[65] valid_0's poisson: -103.519 valid_0's l1: 16.9694
[66] valid_0's poisson: -103.643 valid_0's l1: 16.8658
[67] valid_0's poisson: -103.765 valid_0's l1: 16.7554
[68] valid_0's poisson: -103.837 valid_0's l1: 16.6831
[69] valid_0's poisson: -103.961 valid_0's l1: 16.578
[70] valid_0's poisson: -104.074 valid_0's l1: 16.4795
[71] valid_0's poisson: -104.193 valid_0's l1: 16.375
[72] valid_0's poisson: -104.294 valid_0's l1: 16.2768
[73] valid_0's poisson: -104.399 valid_0's l1: 16.1781
[74] valid_0's poisson: -104.5 valid_0's l1: 16.0873
[75] valid_0's poisson: -104.57 valid_0's l1: 16.0152
[76] valid_0's poisson: -104.668 valid_0's l1: 15.9267
[77] valid_0's poisson: -104.768 valid_0's l1: 15.8333
[78] valid_0's poisson: -104.858 valid_0's l1: 15.747
[79] valid_0's poisson: -104.946 valid_0's l1: 15.6601
[80] valid_0's poisson: -105.034 valid_0's l1: 15.5722
[81] valid_0's poisson: -105.119 valid_0's l1: 15.4859
[82] valid_0's poisson: -105.185 valid_0's l1: 15.4184
[83] valid_0's poisson: -105.242 valid_0's l1: 15.3577
[84] valid_0's poisson: -105.328 valid_0's l1: 15.2683
[85] valid_0's poisson: -105.377 valid_0's l1: 15.2101
[86] valid_0's poisson: -105.456 valid_0's l1: 15.1235
[87] valid_0's poisson: -105.507 valid_0's l1: 15.0696
[88] valid_0's poisson: -105.568 valid_0's l1: 15.0021
[89] valid_0's poisson: -105.643 valid_0's l1: 14.9219
[90] valid_0's poisson: -105.701 valid_0's l1: 14.8562
[91] valid_0's poisson: -105.759 valid_0's l1: 14.7926
[92] valid_0's poisson: -105.827 valid_0's l1: 14.72
[93] valid_0's poisson: -105.893 valid_0's l1: 14.6472
[94] valid_0's poisson: -105.931 valid_0's l1: 14.6023
[95] valid_0's poisson: -105.994 valid_0's l1: 14.5331
[96] valid_0's poisson: -106.038 valid_0's l1: 14.4834
[97] valid_0's poisson: -106.102 valid_0's l1: 14.4172
[98] valid_0's poisson: -106.16 valid_0's l1: 14.3533
[99] valid_0's poisson: -106.194 valid_0's l1: 14.311
[100] valid_0's poisson: -106.232 valid_0's l1: 14.2657
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -81.237 valid_0's l1: 29.0563
[2] valid_0's poisson: -82.0518 valid_0's l1: 28.7617
[3] valid_0's poisson: -82.8431 valid_0's l1: 28.4665
[4] valid_0's poisson: -83.5904 valid_0's l1: 28.1774
[5] valid_0's poisson: -84.3116 valid_0's l1: 27.8908
[6] valid_0's poisson: -84.9879 valid_0's l1: 27.6102
[7] valid_0's poisson: -85.6369 valid_0's l1: 27.338
[8] valid_0's poisson: -86.2527 valid_0's l1: 27.0706
[9] valid_0's poisson: -86.8553 valid_0's l1: 26.8046
[10] valid_0's poisson: -87.4139 valid_0's l1: 26.5502
[11] valid_0's poisson: -87.9476 valid_0's l1: 26.2996
[12] valid_0's poisson: -88.4878 valid_0's l1: 26.0477
[13] valid_0's poisson: -88.9728 valid_0's l1: 25.8107
[14] valid_0's poisson: -89.4576 valid_0's l1: 25.5728
[15] valid_0's poisson: -89.897 valid_0's l1: 25.3444
[16] valid_0's poisson: -90.3403 valid_0's l1: 25.1187
[17] valid_0's poisson: -90.7787 valid_0's l1: 24.8898
[18] valid_0's poisson: -91.1693 valid_0's l1: 24.6774
[19] valid_0's poisson: -91.5498 valid_0's l1: 24.4676
[20] valid_0's poisson: -91.9087 valid_0's l1: 24.2661
[21] valid_0's poisson: -92.2507 valid_0's l1: 24.0706
[22] valid_0's poisson: -92.5784 valid_0's l1: 23.8797
[23] valid_0's poisson: -92.9126 valid_0's l1: 23.6863
[24] valid_0's poisson: -93.2751 valid_0's l1: 23.4864
[25] valid_0's poisson: -93.5998 valid_0's l1: 23.2992
[26] valid_0's poisson: -93.8878 valid_0's l1: 23.1248
[27] valid_0's poisson: -94.2186 valid_0's l1: 22.9337
[28] valid_0's poisson: -94.7448 valid_0's l1: 22.7042
[29] valid_0's poisson: -95.0376 valid_0's l1: 22.5252
[30] valid_0's poisson: -95.4835 valid_0's l1: 22.3134
[31] valid_0's poisson: -95.7575 valid_0's l1: 22.1389
[32] valid_0's poisson: -96.171 valid_0's l1: 21.937
[33] valid_0's poisson: -96.5315 valid_0's l1: 21.746
[34] valid_0's poisson: -96.9185 valid_0's l1: 21.5464
[35] valid_0's poisson: -97.2406 valid_0's l1: 21.3658
[36] valid_0's poisson: -97.4292 valid_0's l1: 21.2242
[37] valid_0's poisson: -97.7901 valid_0's l1: 21.0324
[38] valid_0's poisson: -97.9635 valid_0's l1: 20.8975
[39] valid_0's poisson: -98.1415 valid_0's l1: 20.7621
[40] valid_0's poisson: -98.409 valid_0's l1: 20.6001
[41] valid_0's poisson: -98.724 valid_0's l1: 20.423
[42] valid_0's poisson: -98.9635 valid_0's l1: 20.2693
[43] valid_0's poisson: -99.19 valid_0's l1: 20.1209
[44] valid_0's poisson: -99.4851 valid_0's l1: 19.9412
[45] valid_0's poisson: -99.7585 valid_0's l1: 19.7731
[46] valid_0's poisson: -99.9702 valid_0's l1: 19.6321
[47] valid_0's poisson: -100.217 valid_0's l1: 19.4699
[48] valid_0's poisson: -100.425 valid_0's l1: 19.3234
[49] valid_0's poisson: -100.654 valid_0's l1: 19.1662
[50] valid_0's poisson: -100.872 valid_0's l1: 19.0123
[51] valid_0's poisson: -100.983 valid_0's l1: 18.9108
[52] valid_0's poisson: -101.202 valid_0's l1: 18.7566
[53] valid_0's poisson: -101.375 valid_0's l1: 18.6289
[54] valid_0's poisson: -101.553 valid_0's l1: 18.4962
[55] valid_0's poisson: -101.746 valid_0's l1: 18.3535
[56] valid_0's poisson: -101.922 valid_0's l1: 18.2212
[57] valid_0's poisson: -102.095 valid_0's l1: 18.091
[58] valid_0's poisson: -102.203 valid_0's l1: 17.9912
[59] valid_0's poisson: -102.353 valid_0's l1: 17.8723
[60] valid_0's poisson: -102.51 valid_0's l1: 17.7499
[61] valid_0's poisson: -102.661 valid_0's l1: 17.6312
[62] valid_0's poisson: -102.808 valid_0's l1: 17.5214
[63] valid_0's poisson: -102.955 valid_0's l1: 17.4067
[64] valid_0's poisson: -103.115 valid_0's l1: 17.283
[65] valid_0's poisson: -103.268 valid_0's l1: 17.1642
[66] valid_0's poisson: -103.343 valid_0's l1: 17.0885
[67] valid_0's poisson: -103.429 valid_0's l1: 17.0051
[68] valid_0's poisson: -103.519 valid_0's l1: 16.9209
[69] valid_0's poisson: -103.589 valid_0's l1: 16.8503
[70] valid_0's poisson: -103.724 valid_0's l1: 16.7373
[71] valid_0's poisson: -103.788 valid_0's l1: 16.6709
[72] valid_0's poisson: -103.856 valid_0's l1: 16.604
[73] valid_0's poisson: -103.971 valid_0's l1: 16.5128
[74] valid_0's poisson: -104.093 valid_0's l1: 16.4141
[75] valid_0's poisson: -104.214 valid_0's l1: 16.3081
[76] valid_0's poisson: -104.32 valid_0's l1: 16.2146
[77] valid_0's poisson: -104.385 valid_0's l1: 16.1492
[78] valid_0's poisson: -104.492 valid_0's l1: 16.054
[79] valid_0's poisson: -104.579 valid_0's l1: 15.9716
[80] valid_0's poisson: -104.684 valid_0's l1: 15.8751
[81] valid_0's poisson: -104.789 valid_0's l1: 15.7757
[82] valid_0's poisson: -104.885 valid_0's l1: 15.6854
[83] valid_0's poisson: -104.98 valid_0's l1: 15.5945
[84] valid_0's poisson: -105.031 valid_0's l1: 15.5403
[85] valid_0's poisson: -105.081 valid_0's l1: 15.4874
[86] valid_0's poisson: -105.144 valid_0's l1: 15.4248
[87] valid_0's poisson: -105.191 valid_0's l1: 15.3744
[88] valid_0's poisson: -105.256 valid_0's l1: 15.3106
[89] valid_0's poisson: -105.328 valid_0's l1: 15.2346
[90] valid_0's poisson: -105.403 valid_0's l1: 15.1615
[91] valid_0's poisson: -105.469 valid_0's l1: 15.0907
[92] valid_0's poisson: -105.534 valid_0's l1: 15.0302
[93] valid_0's poisson: -105.577 valid_0's l1: 14.9814
[94] valid_0's poisson: -105.614 valid_0's l1: 14.9392
[95] valid_0's poisson: -105.678 valid_0's l1: 14.8699
[96] valid_0's poisson: -105.73 valid_0's l1: 14.8171
[97] valid_0's poisson: -105.783 valid_0's l1: 14.7568
[98] valid_0's poisson: -105.84 valid_0's l1: 14.6895
[99] valid_0's poisson: -105.874 valid_0's l1: 14.6473
[100] valid_0's poisson: -105.93 valid_0's l1: 14.5831
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -81.2397 valid_0's l1: 29.0545
[2] valid_0's poisson: -82.0478 valid_0's l1: 28.7578
[3] valid_0's poisson: -82.8053 valid_0's l1: 28.4695
[4] valid_0's poisson: -83.5573 valid_0's l1: 28.1781
[5] valid_0's poisson: -84.2468 valid_0's l1: 27.9006
[6] valid_0's poisson: -84.8994 valid_0's l1: 27.6292
[7] valid_0's poisson: -85.5201 valid_0's l1: 27.3639
[8] valid_0's poisson: -86.128 valid_0's l1: 27.1009
[9] valid_0's poisson: -86.6954 valid_0's l1: 26.8429
[10] valid_0's poisson: -87.2493 valid_0's l1: 26.59
[11] valid_0's poisson: -87.7754 valid_0's l1: 26.3428
[12] valid_0's poisson: -88.2905 valid_0's l1: 26.0946
[13] valid_0's poisson: -88.7691 valid_0's l1: 25.8582
[14] valid_0's poisson: -89.2334 valid_0's l1: 25.6243
[15] valid_0's poisson: -89.6941 valid_0's l1: 25.3923
[16] valid_0's poisson: -90.1216 valid_0's l1: 25.169
[17] valid_0's poisson: -90.5271 valid_0's l1: 24.9543
[18] valid_0's poisson: -90.9223 valid_0's l1: 24.7431
[19] valid_0's poisson: -91.3386 valid_0's l1: 24.5282
[20] valid_0's poisson: -91.7085 valid_0's l1: 24.323
[21] valid_0's poisson: -92.0899 valid_0's l1: 24.1151
[22] valid_0's poisson: -92.4299 valid_0's l1: 23.9195
[23] valid_0's poisson: -92.7648 valid_0's l1: 23.7295
[24] valid_0's poisson: -93.1042 valid_0's l1: 23.5366
[25] valid_0's poisson: -93.4199 valid_0's l1: 23.352
[26] valid_0's poisson: -93.7566 valid_0's l1: 23.1621
[27] valid_0's poisson: -94.0533 valid_0's l1: 22.9844
[28] valid_0's poisson: -94.3749 valid_0's l1: 22.7972
[29] valid_0's poisson: -94.8834 valid_0's l1: 22.5762
[30] valid_0's poisson: -95.1414 valid_0's l1: 22.4111
[31] valid_0's poisson: -95.5975 valid_0's l1: 22.2026
[32] valid_0's poisson: -95.8322 valid_0's l1: 22.0443
[33] valid_0's poisson: -96.2531 valid_0's l1: 21.8458
[34] valid_0's poisson: -96.4804 valid_0's l1: 21.6907
[35] valid_0's poisson: -96.6917 valid_0's l1: 21.5438
[36] valid_0's poisson: -97.0122 valid_0's l1: 21.3715
[37] valid_0's poisson: -97.4174 valid_0's l1: 21.1656
[38] valid_0's poisson: -97.7945 valid_0's l1: 20.9686
[39] valid_0's poisson: -98.1344 valid_0's l1: 20.7815
[40] valid_0's poisson: -98.3983 valid_0's l1: 20.6209
[41] valid_0's poisson: -98.728 valid_0's l1: 20.4334
[42] valid_0's poisson: -99.0272 valid_0's l1: 20.2536
[43] valid_0's poisson: -99.2709 valid_0's l1: 20.0945
[44] valid_0's poisson: -99.5435 valid_0's l1: 19.9244
[45] valid_0's poisson: -99.8057 valid_0's l1: 19.7607
[46] valid_0's poisson: -100.055 valid_0's l1: 19.5983
[47] valid_0's poisson: -100.247 valid_0's l1: 19.4627
[48] valid_0's poisson: -100.461 valid_0's l1: 19.317
[49] valid_0's poisson: -100.679 valid_0's l1: 19.1707
[50] valid_0's poisson: -100.907 valid_0's l1: 19.0167
[51] valid_0's poisson: -101.123 valid_0's l1: 18.8672
[52] valid_0's poisson: -101.246 valid_0's l1: 18.7623
[53] valid_0's poisson: -101.445 valid_0's l1: 18.6209
[54] valid_0's poisson: -101.631 valid_0's l1: 18.479
[55] valid_0's poisson: -101.809 valid_0's l1: 18.3406
[56] valid_0's poisson: -101.958 valid_0's l1: 18.2182
[57] valid_0's poisson: -102.057 valid_0's l1: 18.1244
[58] valid_0's poisson: -102.238 valid_0's l1: 17.9884
[59] valid_0's poisson: -102.368 valid_0's l1: 17.8793
[60] valid_0's poisson: -102.535 valid_0's l1: 17.7516
[61] valid_0's poisson: -102.674 valid_0's l1: 17.6406
[62] valid_0's poisson: -102.851 valid_0's l1: 17.5017
[63] valid_0's poisson: -103.001 valid_0's l1: 17.3831
[64] valid_0's poisson: -103.156 valid_0's l1: 17.2576
[65] valid_0's poisson: -103.313 valid_0's l1: 17.1333
[66] valid_0's poisson: -103.464 valid_0's l1: 17.0096
[67] valid_0's poisson: -103.608 valid_0's l1: 16.8888
[68] valid_0's poisson: -103.682 valid_0's l1: 16.8135
[69] valid_0's poisson: -103.818 valid_0's l1: 16.7003
[70] valid_0's poisson: -103.921 valid_0's l1: 16.6045
[71] valid_0's poisson: -104.041 valid_0's l1: 16.5005
[72] valid_0's poisson: -104.143 valid_0's l1: 16.4092
[73] valid_0's poisson: -104.263 valid_0's l1: 16.2987
[74] valid_0's poisson: -104.359 valid_0's l1: 16.2075
[75] valid_0's poisson: -104.471 valid_0's l1: 16.1084
[76] valid_0's poisson: -104.579 valid_0's l1: 16.0118
[77] valid_0's poisson: -104.643 valid_0's l1: 15.9453
[78] valid_0's poisson: -104.744 valid_0's l1: 15.8539
[79] valid_0's poisson: -104.847 valid_0's l1: 15.7556
[80] valid_0's poisson: -104.91 valid_0's l1: 15.6903
[81] valid_0's poisson: -104.992 valid_0's l1: 15.6053
[82] valid_0's poisson: -105.065 valid_0's l1: 15.5312
[83] valid_0's poisson: -105.139 valid_0's l1: 15.4556
[84] valid_0's poisson: -105.193 valid_0's l1: 15.3989
[85] valid_0's poisson: -105.26 valid_0's l1: 15.3292
[86] valid_0's poisson: -105.331 valid_0's l1: 15.2552
[87] valid_0's poisson: -105.399 valid_0's l1: 15.1841
[88] valid_0's poisson: -105.479 valid_0's l1: 15.0984
[89] valid_0's poisson: -105.557 valid_0's l1: 15.0164
[90] valid_0's poisson: -105.621 valid_0's l1: 14.9537
[91] valid_0's poisson: -105.666 valid_0's l1: 14.9013
[92] valid_0's poisson: -105.727 valid_0's l1: 14.8414
[93] valid_0's poisson: -105.799 valid_0's l1: 14.766
[94] valid_0's poisson: -105.841 valid_0's l1: 14.7199
[95] valid_0's poisson: -105.893 valid_0's l1: 14.6629
[96] valid_0's poisson: -105.935 valid_0's l1: 14.6173
[97] valid_0's poisson: -105.989 valid_0's l1: 14.5575
[98] valid_0's poisson: -106.028 valid_0's l1: 14.514
[99] valid_0's poisson: -106.08 valid_0's l1: 14.4515
[100] valid_0's poisson: -106.117 valid_0's l1: 14.4074
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.5687 valid_0's l1: 25.4586
[2] valid_0's poisson: -94.4332 valid_0's l1: 22.7774
[3] valid_0's poisson: -97.26 valid_0's l1: 20.8844
[4] valid_0's poisson: -98.7974 valid_0's l1: 19.843
[5] valid_0's poisson: -101.602 valid_0's l1: 18.4618
[6] valid_0's poisson: -103.347 valid_0's l1: 17.1058
[7] valid_0's poisson: -104.493 valid_0's l1: 16.1732
[8] valid_0's poisson: -104.792 valid_0's l1: 15.8678
[9] valid_0's poisson: -105.248 valid_0's l1: 15.4112
[10] valid_0's poisson: -105.534 valid_0's l1: 15.0338
[11] valid_0's poisson: -105.945 valid_0's l1: 14.6303
[12] valid_0's poisson: -106.119 valid_0's l1: 14.3682
[13] valid_0's poisson: -106.161 valid_0's l1: 14.206
[14] valid_0's poisson: -106.453 valid_0's l1: 13.7696
[15] valid_0's poisson: -106.487 valid_0's l1: 13.6321
[16] valid_0's poisson: -106.396 valid_0's l1: 13.592
[17] valid_0's poisson: -106.374 valid_0's l1: 13.5558
[18] valid_0's poisson: -106.497 valid_0's l1: 13.4443
[19] valid_0's poisson: -106.559 valid_0's l1: 13.3586
[20] valid_0's poisson: -106.514 valid_0's l1: 13.3132
[21] valid_0's poisson: -106.351 valid_0's l1: 13.284
[22] valid_0's poisson: -106.489 valid_0's l1: 13.1975
[23] valid_0's poisson: -106.426 valid_0's l1: 13.1528
[24] valid_0's poisson: -106.426 valid_0's l1: 13.1018
[25] valid_0's poisson: -106.465 valid_0's l1: 13.0781
[26] valid_0's poisson: -106.474 valid_0's l1: 13.0273
[27] valid_0's poisson: -106.409 valid_0's l1: 12.9832
[28] valid_0's poisson: -106.415 valid_0's l1: 12.9702
[29] valid_0's poisson: -106.392 valid_0's l1: 12.9505
[30] valid_0's poisson: -106.393 valid_0's l1: 12.9229
[31] valid_0's poisson: -106.354 valid_0's l1: 12.9073
[32] valid_0's poisson: -106.512 valid_0's l1: 12.8553
[33] valid_0's poisson: -106.425 valid_0's l1: 12.8133
[34] valid_0's poisson: -106.528 valid_0's l1: 12.7932
[35] valid_0's poisson: -106.553 valid_0's l1: 12.6218
[36] valid_0's poisson: -106.505 valid_0's l1: 12.5946
[37] valid_0's poisson: -106.514 valid_0's l1: 12.592
[38] valid_0's poisson: -106.533 valid_0's l1: 12.58
[39] valid_0's poisson: -106.578 valid_0's l1: 12.5565
[40] valid_0's poisson: -106.552 valid_0's l1: 12.5288
[41] valid_0's poisson: -106.564 valid_0's l1: 12.53
[42] valid_0's poisson: -106.489 valid_0's l1: 12.5197
[43] valid_0's poisson: -106.5 valid_0's l1: 12.4981
[44] valid_0's poisson: -106.549 valid_0's l1: 12.4889
[45] valid_0's poisson: -106.635 valid_0's l1: 12.4475
[46] valid_0's poisson: -106.63 valid_0's l1: 12.4077
[47] valid_0's poisson: -106.62 valid_0's l1: 12.4004
[48] valid_0's poisson: -106.659 valid_0's l1: 12.3741
[49] valid_0's poisson: -106.662 valid_0's l1: 12.3707
[50] valid_0's poisson: -106.684 valid_0's l1: 12.3632
[51] valid_0's poisson: -106.704 valid_0's l1: 12.3603
[52] valid_0's poisson: -106.747 valid_0's l1: 12.3499
[53] valid_0's poisson: -106.75 valid_0's l1: 12.3396
[54] valid_0's poisson: -106.757 valid_0's l1: 12.3303
[55] valid_0's poisson: -106.679 valid_0's l1: 12.319
[56] valid_0's poisson: -106.766 valid_0's l1: 12.3093
[57] valid_0's poisson: -106.732 valid_0's l1: 12.3086
[58] valid_0's poisson: -106.728 valid_0's l1: 12.3
[59] valid_0's poisson: -106.67 valid_0's l1: 12.2941
[60] valid_0's poisson: -106.685 valid_0's l1: 12.279
[61] valid_0's poisson: -106.703 valid_0's l1: 12.2715
[62] valid_0's poisson: -106.759 valid_0's l1: 12.2151
[63] valid_0's poisson: -106.737 valid_0's l1: 12.1734
[64] valid_0's poisson: -106.766 valid_0's l1: 12.1364
[65] valid_0's poisson: -106.786 valid_0's l1: 12.1307
[66] valid_0's poisson: -106.784 valid_0's l1: 12.1348
[67] valid_0's poisson: -106.883 valid_0's l1: 12.0921
[68] valid_0's poisson: -106.877 valid_0's l1: 12.0932
[69] valid_0's poisson: -106.854 valid_0's l1: 12.0906
[70] valid_0's poisson: -106.899 valid_0's l1: 12.0618
[71] valid_0's poisson: -106.804 valid_0's l1: 12.0276
[72] valid_0's poisson: -106.8 valid_0's l1: 12.0159
[73] valid_0's poisson: -106.843 valid_0's l1: 12.0106
[74] valid_0's poisson: -106.915 valid_0's l1: 12.0052
[75] valid_0's poisson: -106.932 valid_0's l1: 11.9969
[76] valid_0's poisson: -106.89 valid_0's l1: 12.003
[77] valid_0's poisson: -106.892 valid_0's l1: 11.9994
[78] valid_0's poisson: -106.824 valid_0's l1: 11.9037
[79] valid_0's poisson: -106.762 valid_0's l1: 11.9016
[80] valid_0's poisson: -106.782 valid_0's l1: 11.9013
[81] valid_0's poisson: -106.686 valid_0's l1: 11.8897
[82] valid_0's poisson: -106.652 valid_0's l1: 11.8482
[83] valid_0's poisson: -106.702 valid_0's l1: 11.8449
[84] valid_0's poisson: -106.661 valid_0's l1: 11.841
[85] valid_0's poisson: -106.729 valid_0's l1: 11.8314
[86] valid_0's poisson: -106.731 valid_0's l1: 11.8233
[87] valid_0's poisson: -106.756 valid_0's l1: 11.8159
[88] valid_0's poisson: -106.787 valid_0's l1: 11.8147
[89] valid_0's poisson: -106.784 valid_0's l1: 11.8138
[90] valid_0's poisson: -106.817 valid_0's l1: 11.811
[91] valid_0's poisson: -106.783 valid_0's l1: 11.7874
[92] valid_0's poisson: -106.807 valid_0's l1: 11.7793
[93] valid_0's poisson: -106.795 valid_0's l1: 11.7775
[94] valid_0's poisson: -106.783 valid_0's l1: 11.7714
[95] valid_0's poisson: -106.802 valid_0's l1: 11.7546
[96] valid_0's poisson: -106.804 valid_0's l1: 11.7444
[97] valid_0's poisson: -106.746 valid_0's l1: 11.7359
[98] valid_0's poisson: -106.756 valid_0's l1: 11.7337
[99] valid_0's poisson: -106.741 valid_0's l1: 11.7154
[100] valid_0's poisson: -106.697 valid_0's l1: 11.713
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.7509 valid_0's l1: 25.3702
[2] valid_0's poisson: -94.5956 valid_0's l1: 22.6873
[3] valid_0's poisson: -97.3707 valid_0's l1: 20.8112
[4] valid_0's poisson: -98.7637 valid_0's l1: 19.8332
[5] valid_0's poisson: -101.714 valid_0's l1: 18.1929
[6] valid_0's poisson: -102.657 valid_0's l1: 17.4392
[7] valid_0's poisson: -103.274 valid_0's l1: 16.8013
[8] valid_0's poisson: -104.2 valid_0's l1: 16.2636
[9] valid_0's poisson: -105.014 valid_0's l1: 15.6607
[10] valid_0's poisson: -105.242 valid_0's l1: 15.4149
[11] valid_0's poisson: -105.687 valid_0's l1: 14.8768
[12] valid_0's poisson: -105.784 valid_0's l1: 14.7713
[13] valid_0's poisson: -106.059 valid_0's l1: 14.4272
[14] valid_0's poisson: -106.315 valid_0's l1: 13.9665
[15] valid_0's poisson: -106.388 valid_0's l1: 13.8224
[16] valid_0's poisson: -106.29 valid_0's l1: 13.7332
[17] valid_0's poisson: -106.277 valid_0's l1: 13.6133
[18] valid_0's poisson: -106.255 valid_0's l1: 13.5838
[19] valid_0's poisson: -106.233 valid_0's l1: 13.5083
[20] valid_0's poisson: -106.202 valid_0's l1: 13.4537
[21] valid_0's poisson: -106.122 valid_0's l1: 13.4154
[22] valid_0's poisson: -106.088 valid_0's l1: 13.395
[23] valid_0's poisson: -106.042 valid_0's l1: 13.3854
[24] valid_0's poisson: -105.974 valid_0's l1: 13.3611
[25] valid_0's poisson: -105.933 valid_0's l1: 13.3518
[26] valid_0's poisson: -106.131 valid_0's l1: 13.3159
[27] valid_0's poisson: -106.258 valid_0's l1: 13.2428
[28] valid_0's poisson: -106.265 valid_0's l1: 13.2308
[29] valid_0's poisson: -106.269 valid_0's l1: 13.2084
[30] valid_0's poisson: -106.118 valid_0's l1: 13.1977
[31] valid_0's poisson: -106.147 valid_0's l1: 13.1907
[32] valid_0's poisson: -106.124 valid_0's l1: 13.1833
[33] valid_0's poisson: -106.133 valid_0's l1: 13.1807
[34] valid_0's poisson: -106.156 valid_0's l1: 13.1357
[35] valid_0's poisson: -106.232 valid_0's l1: 13.0959
[36] valid_0's poisson: -106.259 valid_0's l1: 13.0725
[37] valid_0's poisson: -106.262 valid_0's l1: 13.0278
[38] valid_0's poisson: -106.277 valid_0's l1: 13.0103
[39] valid_0's poisson: -106.204 valid_0's l1: 13.0067
[40] valid_0's poisson: -106.21 valid_0's l1: 12.9954
[41] valid_0's poisson: -106.338 valid_0's l1: 12.9338
[42] valid_0's poisson: -106.396 valid_0's l1: 12.9031
[43] valid_0's poisson: -106.402 valid_0's l1: 12.8851
[44] valid_0's poisson: -106.401 valid_0's l1: 12.8784
[45] valid_0's poisson: -106.407 valid_0's l1: 12.8757
[46] valid_0's poisson: -106.462 valid_0's l1: 12.8623
[47] valid_0's poisson: -106.558 valid_0's l1: 12.8303
[48] valid_0's poisson: -106.563 valid_0's l1: 12.8037
[49] valid_0's poisson: -106.655 valid_0's l1: 12.7539
[50] valid_0's poisson: -106.694 valid_0's l1: 12.7505
[51] valid_0's poisson: -106.58 valid_0's l1: 12.644
[52] valid_0's poisson: -106.748 valid_0's l1: 12.5798
[53] valid_0's poisson: -106.79 valid_0's l1: 12.4265
[54] valid_0's poisson: -106.762 valid_0's l1: 12.4112
[55] valid_0's poisson: -106.829 valid_0's l1: 12.3325
[56] valid_0's poisson: -106.823 valid_0's l1: 12.3289
[57] valid_0's poisson: -106.828 valid_0's l1: 12.3287
[58] valid_0's poisson: -106.823 valid_0's l1: 12.3258
[59] valid_0's poisson: -106.918 valid_0's l1: 12.311
[60] valid_0's poisson: -106.76 valid_0's l1: 12.3014
[61] valid_0's poisson: -106.76 valid_0's l1: 12.3011
[62] valid_0's poisson: -106.718 valid_0's l1: 12.2963
[63] valid_0's poisson: -106.665 valid_0's l1: 12.2873
[64] valid_0's poisson: -106.658 valid_0's l1: 12.283
[65] valid_0's poisson: -106.623 valid_0's l1: 12.2811
[66] valid_0's poisson: -106.63 valid_0's l1: 12.2771
[67] valid_0's poisson: -106.653 valid_0's l1: 12.2766
[68] valid_0's poisson: -106.666 valid_0's l1: 12.272
[69] valid_0's poisson: -106.644 valid_0's l1: 12.2672
[70] valid_0's poisson: -106.696 valid_0's l1: 12.2602
[71] valid_0's poisson: -106.675 valid_0's l1: 12.1844
[72] valid_0's poisson: -106.788 valid_0's l1: 12.1725
[73] valid_0's poisson: -106.745 valid_0's l1: 12.1576
[74] valid_0's poisson: -106.751 valid_0's l1: 12.1462
[75] valid_0's poisson: -106.782 valid_0's l1: 12.1374
[76] valid_0's poisson: -106.823 valid_0's l1: 12.1089
[77] valid_0's poisson: -106.845 valid_0's l1: 12.1036
[78] valid_0's poisson: -106.836 valid_0's l1: 12.101
[79] valid_0's poisson: -106.835 valid_0's l1: 12.1008
[80] valid_0's poisson: -106.825 valid_0's l1: 12.0751
[81] valid_0's poisson: -106.859 valid_0's l1: 12.0756
[82] valid_0's poisson: -106.854 valid_0's l1: 12.0754
[83] valid_0's poisson: -106.81 valid_0's l1: 12.0667
[84] valid_0's poisson: -106.789 valid_0's l1: 12.0632
[85] valid_0's poisson: -106.787 valid_0's l1: 12.0631
[86] valid_0's poisson: -106.718 valid_0's l1: 12.043
[87] valid_0's poisson: -106.739 valid_0's l1: 12.0384
[88] valid_0's poisson: -106.729 valid_0's l1: 12.0376
[89] valid_0's poisson: -106.732 valid_0's l1: 12.0347
[90] valid_0's poisson: -106.736 valid_0's l1: 12.0316
[91] valid_0's poisson: -106.852 valid_0's l1: 12.024
[92] valid_0's poisson: -106.923 valid_0's l1: 12.0003
[93] valid_0's poisson: -106.89 valid_0's l1: 11.9766
[94] valid_0's poisson: -106.905 valid_0's l1: 11.9663
[95] valid_0's poisson: -106.895 valid_0's l1: 11.9624
[96] valid_0's poisson: -106.952 valid_0's l1: 11.944
[97] valid_0's poisson: -106.959 valid_0's l1: 11.9233
[98] valid_0's poisson: -106.934 valid_0's l1: 11.8939
[99] valid_0's poisson: -107.023 valid_0's l1: 11.8879
[100] valid_0's poisson: -107.035 valid_0's l1: 11.8753
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.7626 valid_0's l1: 25.3731
[2] valid_0's poisson: -94.6228 valid_0's l1: 22.6689
[3] valid_0's poisson: -97.5307 valid_0's l1: 20.7306
[4] valid_0's poisson: -99.1772 valid_0's l1: 19.6859
[5] valid_0's poisson: -101.601 valid_0's l1: 18.4596
[6] valid_0's poisson: -103.309 valid_0's l1: 17.1164
[7] valid_0's poisson: -104.618 valid_0's l1: 16.1672
[8] valid_0's poisson: -105.047 valid_0's l1: 15.6189
[9] valid_0's poisson: -105.706 valid_0's l1: 14.9878
[10] valid_0's poisson: -105.876 valid_0's l1: 14.7922
[11] valid_0's poisson: -105.811 valid_0's l1: 14.6474
[12] valid_0's poisson: -106.079 valid_0's l1: 14.3716
[13] valid_0's poisson: -106.19 valid_0's l1: 14.186
[14] valid_0's poisson: -106.201 valid_0's l1: 13.9971
[15] valid_0's poisson: -106.224 valid_0's l1: 13.9408
[16] valid_0's poisson: -106.257 valid_0's l1: 13.8112
[17] valid_0's poisson: -106.222 valid_0's l1: 13.717
[18] valid_0's poisson: -106.523 valid_0's l1: 13.4016
[19] valid_0's poisson: -106.42 valid_0's l1: 13.3589
[20] valid_0's poisson: -106.241 valid_0's l1: 13.322
[21] valid_0's poisson: -106.309 valid_0's l1: 13.2871
[22] valid_0's poisson: -106.119 valid_0's l1: 13.2558
[23] valid_0's poisson: -106.054 valid_0's l1: 13.2124
[24] valid_0's poisson: -105.991 valid_0's l1: 13.1909
[25] valid_0's poisson: -106.045 valid_0's l1: 13.1793
[26] valid_0's poisson: -106.072 valid_0's l1: 13.1666
[27] valid_0's poisson: -106.213 valid_0's l1: 13.1488
[28] valid_0's poisson: -106.327 valid_0's l1: 13.1241
[29] valid_0's poisson: -106.384 valid_0's l1: 13.0715
[30] valid_0's poisson: -106.396 valid_0's l1: 13.0422
[31] valid_0's poisson: -106.362 valid_0's l1: 13.011
[32] valid_0's poisson: -106.437 valid_0's l1: 12.9374
[33] valid_0's poisson: -106.493 valid_0's l1: 12.8532
[34] valid_0's poisson: -106.454 valid_0's l1: 12.8297
[35] valid_0's poisson: -106.537 valid_0's l1: 12.8213
[36] valid_0's poisson: -106.495 valid_0's l1: 12.7855
[37] valid_0's poisson: -106.541 valid_0's l1: 12.7071
[38] valid_0's poisson: -106.506 valid_0's l1: 12.701
[39] valid_0's poisson: -106.507 valid_0's l1: 12.6947
[40] valid_0's poisson: -106.224 valid_0's l1: 12.68
[41] valid_0's poisson: -106.24 valid_0's l1: 12.6625
[42] valid_0's poisson: -106.289 valid_0's l1: 12.6202
[43] valid_0's poisson: -106.422 valid_0's l1: 12.448
[44] valid_0's poisson: -106.46 valid_0's l1: 12.4423
[45] valid_0's poisson: -106.482 valid_0's l1: 12.4073
[46] valid_0's poisson: -106.442 valid_0's l1: 12.3805
[47] valid_0's poisson: -106.467 valid_0's l1: 12.3698
[48] valid_0's poisson: -106.464 valid_0's l1: 12.365
[49] valid_0's poisson: -106.422 valid_0's l1: 12.3508
[50] valid_0's poisson: -106.479 valid_0's l1: 12.3476
[51] valid_0's poisson: -106.433 valid_0's l1: 12.3416
[52] valid_0's poisson: -106.373 valid_0's l1: 12.3134
[53] valid_0's poisson: -106.476 valid_0's l1: 12.2761
[54] valid_0's poisson: -106.524 valid_0's l1: 12.2673
[55] valid_0's poisson: -106.647 valid_0's l1: 12.235
[56] valid_0's poisson: -106.613 valid_0's l1: 12.2223
[57] valid_0's poisson: -106.669 valid_0's l1: 12.2132
[58] valid_0's poisson: -106.684 valid_0's l1: 12.1967
[59] valid_0's poisson: -106.693 valid_0's l1: 12.1951
[60] valid_0's poisson: -106.64 valid_0's l1: 12.1835
[61] valid_0's poisson: -106.645 valid_0's l1: 12.1812
[62] valid_0's poisson: -106.589 valid_0's l1: 12.1753
[63] valid_0's poisson: -106.621 valid_0's l1: 12.16
[64] valid_0's poisson: -106.664 valid_0's l1: 12.1593
[65] valid_0's poisson: -106.818 valid_0's l1: 12.1498
[66] valid_0's poisson: -106.784 valid_0's l1: 12.1398
[67] valid_0's poisson: -106.75 valid_0's l1: 12.1332
[68] valid_0's poisson: -106.755 valid_0's l1: 12.0953
[69] valid_0's poisson: -106.778 valid_0's l1: 12.0832
[70] valid_0's poisson: -106.746 valid_0's l1: 12.079
[71] valid_0's poisson: -106.764 valid_0's l1: 12.0565
[72] valid_0's poisson: -106.765 valid_0's l1: 12.0532
[73] valid_0's poisson: -106.773 valid_0's l1: 12.0376
[74] valid_0's poisson: -106.785 valid_0's l1: 12.0283
[75] valid_0's poisson: -106.792 valid_0's l1: 12.0236
[76] valid_0's poisson: -106.789 valid_0's l1: 12.0336
[77] valid_0's poisson: -106.802 valid_0's l1: 12.0018
[78] valid_0's poisson: -106.799 valid_0's l1: 12.0001
[79] valid_0's poisson: -106.806 valid_0's l1: 11.9966
[80] valid_0's poisson: -106.809 valid_0's l1: 11.9936
[81] valid_0's poisson: -106.8 valid_0's l1: 11.9931
[82] valid_0's poisson: -106.786 valid_0's l1: 11.9921
[83] valid_0's poisson: -106.787 valid_0's l1: 11.9923
[84] valid_0's poisson: -106.773 valid_0's l1: 11.9896
[85] valid_0's poisson: -106.762 valid_0's l1: 11.985
[86] valid_0's poisson: -106.746 valid_0's l1: 11.9589
[87] valid_0's poisson: -106.76 valid_0's l1: 11.9565
[88] valid_0's poisson: -106.848 valid_0's l1: 11.9429
[89] valid_0's poisson: -106.854 valid_0's l1: 11.925
[90] valid_0's poisson: -106.835 valid_0's l1: 11.9191
[91] valid_0's poisson: -106.838 valid_0's l1: 11.9202
[92] valid_0's poisson: -106.844 valid_0's l1: 11.9118
[93] valid_0's poisson: -106.87 valid_0's l1: 11.8861
[94] valid_0's poisson: -106.664 valid_0's l1: 11.8896
[95] valid_0's poisson: -106.696 valid_0's l1: 11.8815
[96] valid_0's poisson: -106.695 valid_0's l1: 11.8117
[97] valid_0's poisson: -106.477 valid_0's l1: 11.8181
[98] valid_0's poisson: -106.661 valid_0's l1: 11.8169
[99] valid_0's poisson: -106.671 valid_0's l1: 11.8134
[100] valid_0's poisson: -106.667 valid_0's l1: 11.8101
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.6042 valid_0's l1: 25.4317
[2] valid_0's poisson: -94.5039 valid_0's l1: 22.725
[3] valid_0's poisson: -97.27 valid_0's l1: 20.8406
[4] valid_0's poisson: -100.227 valid_0's l1: 19.4598
[5] valid_0's poisson: -101.524 valid_0's l1: 18.3344
[6] valid_0's poisson: -102.445 valid_0's l1: 17.6203
[7] valid_0's poisson: -103.755 valid_0's l1: 16.5939
[8] valid_0's poisson: -104.572 valid_0's l1: 15.9947
[9] valid_0's poisson: -104.756 valid_0's l1: 15.7974
[10] valid_0's poisson: -105.708 valid_0's l1: 15.0115
[11] valid_0's poisson: -105.839 valid_0's l1: 14.81
[12] valid_0's poisson: -105.983 valid_0's l1: 14.5814
[13] valid_0's poisson: -106.092 valid_0's l1: 14.3552
[14] valid_0's poisson: -106 valid_0's l1: 14.154
[15] valid_0's poisson: -106.059 valid_0's l1: 13.969
[16] valid_0's poisson: -106.003 valid_0's l1: 13.9359
[17] valid_0's poisson: -106.258 valid_0's l1: 13.8181
[18] valid_0's poisson: -106.429 valid_0's l1: 13.5775
[19] valid_0's poisson: -106.394 valid_0's l1: 13.4803
[20] valid_0's poisson: -106.3 valid_0's l1: 13.4466
[21] valid_0's poisson: -106.344 valid_0's l1: 13.397
[22] valid_0's poisson: -106.438 valid_0's l1: 13.3168
[23] valid_0's poisson: -106.49 valid_0's l1: 13.2639
[24] valid_0's poisson: -106.522 valid_0's l1: 13.2195
[25] valid_0's poisson: -106.524 valid_0's l1: 13.169
[26] valid_0's poisson: -106.542 valid_0's l1: 13.1528
[27] valid_0's poisson: -106.552 valid_0's l1: 13.1395
[28] valid_0's poisson: -106.565 valid_0's l1: 13.1083
[29] valid_0's poisson: -106.63 valid_0's l1: 13.0294
[30] valid_0's poisson: -106.574 valid_0's l1: 13.018
[31] valid_0's poisson: -106.697 valid_0's l1: 12.958
[32] valid_0's poisson: -106.67 valid_0's l1: 12.9373
[33] valid_0's poisson: -106.663 valid_0's l1: 12.9326
[34] valid_0's poisson: -106.716 valid_0's l1: 12.914
[35] valid_0's poisson: -106.663 valid_0's l1: 12.9064
[36] valid_0's poisson: -106.716 valid_0's l1: 12.8911
[37] valid_0's poisson: -106.714 valid_0's l1: 12.8638
[38] valid_0's poisson: -106.69 valid_0's l1: 12.8537
[39] valid_0's poisson: -106.733 valid_0's l1: 12.8341
[40] valid_0's poisson: -106.754 valid_0's l1: 12.7889
[41] valid_0's poisson: -106.811 valid_0's l1: 12.7751
[42] valid_0's poisson: -106.732 valid_0's l1: 12.758
[43] valid_0's poisson: -106.704 valid_0's l1: 12.6205
[44] valid_0's poisson: -106.671 valid_0's l1: 12.6156
[45] valid_0's poisson: -106.66 valid_0's l1: 12.5492
[46] valid_0's poisson: -106.643 valid_0's l1: 12.5258
[47] valid_0's poisson: -106.733 valid_0's l1: 12.5197
[48] valid_0's poisson: -106.792 valid_0's l1: 12.4834
[49] valid_0's poisson: -106.842 valid_0's l1: 12.4626
[50] valid_0's poisson: -106.809 valid_0's l1: 12.4532
[51] valid_0's poisson: -106.948 valid_0's l1: 12.3046
[52] valid_0's poisson: -106.982 valid_0's l1: 12.2936
[53] valid_0's poisson: -106.988 valid_0's l1: 12.2774
[54] valid_0's poisson: -106.899 valid_0's l1: 12.264
[55] valid_0's poisson: -106.915 valid_0's l1: 12.2553
[56] valid_0's poisson: -106.943 valid_0's l1: 12.2501
[57] valid_0's poisson: -106.945 valid_0's l1: 12.2487
[58] valid_0's poisson: -106.913 valid_0's l1: 12.237
[59] valid_0's poisson: -106.922 valid_0's l1: 12.2282
[60] valid_0's poisson: -106.96 valid_0's l1: 12.1992
[61] valid_0's poisson: -106.974 valid_0's l1: 12.1884
[62] valid_0's poisson: -107.017 valid_0's l1: 12.1832
[63] valid_0's poisson: -107.015 valid_0's l1: 12.1793
[64] valid_0's poisson: -107.018 valid_0's l1: 12.1755
[65] valid_0's poisson: -106.998 valid_0's l1: 12.1681
[66] valid_0's poisson: -106.999 valid_0's l1: 12.1665
[67] valid_0's poisson: -106.979 valid_0's l1: 12.1574
[68] valid_0's poisson: -107.014 valid_0's l1: 12.1487
[69] valid_0's poisson: -107.029 valid_0's l1: 12.136
[70] valid_0's poisson: -107.026 valid_0's l1: 12.1005
[71] valid_0's poisson: -107.027 valid_0's l1: 12.1037
[72] valid_0's poisson: -107.032 valid_0's l1: 12.0977
[73] valid_0's poisson: -107.023 valid_0's l1: 12.0946
[74] valid_0's poisson: -106.989 valid_0's l1: 12.093
[75] valid_0's poisson: -107.03 valid_0's l1: 12.0285
[76] valid_0's poisson: -107.006 valid_0's l1: 12.0278
[77] valid_0's poisson: -107.017 valid_0's l1: 12.0022
[78] valid_0's poisson: -107.023 valid_0's l1: 11.9951
[79] valid_0's poisson: -107 valid_0's l1: 11.9973
[80] valid_0's poisson: -106.969 valid_0's l1: 11.9981
[81] valid_0's poisson: -106.98 valid_0's l1: 11.9941
[82] valid_0's poisson: -106.979 valid_0's l1: 11.9875
[83] valid_0's poisson: -107.007 valid_0's l1: 11.9491
[84] valid_0's poisson: -107.005 valid_0's l1: 11.9493
[85] valid_0's poisson: -106.982 valid_0's l1: 11.9443
[86] valid_0's poisson: -106.985 valid_0's l1: 11.9344
[87] valid_0's poisson: -106.914 valid_0's l1: 11.9303
[88] valid_0's poisson: -106.858 valid_0's l1: 11.9312
[89] valid_0's poisson: -106.871 valid_0's l1: 11.925
[90] valid_0's poisson: -106.886 valid_0's l1: 11.9075
[91] valid_0's poisson: -106.86 valid_0's l1: 11.9005
[92] valid_0's poisson: -106.827 valid_0's l1: 11.8985
[93] valid_0's poisson: -106.833 valid_0's l1: 11.8954
[94] valid_0's poisson: -106.748 valid_0's l1: 11.8601
[95] valid_0's poisson: -106.763 valid_0's l1: 11.8517
[96] valid_0's poisson: -106.752 valid_0's l1: 11.8506
[97] valid_0's poisson: -106.619 valid_0's l1: 11.8513
[98] valid_0's poisson: -106.634 valid_0's l1: 11.8507
[99] valid_0's poisson: -106.569 valid_0's l1: 11.8462
[100] valid_0's poisson: -106.567 valid_0's l1: 11.8458
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.6028 valid_0's l1: 25.4331
[2] valid_0's poisson: -94.4397 valid_0's l1: 22.7509
[3] valid_0's poisson: -97.1617 valid_0's l1: 20.8841
[4] valid_0's poisson: -100.64 valid_0's l1: 19.1771
[5] valid_0's poisson: -101.693 valid_0's l1: 18.2082
[6] valid_0's poisson: -103.653 valid_0's l1: 16.9695
[7] valid_0's poisson: -104.64 valid_0's l1: 16.0414
[8] valid_0's poisson: -105.197 valid_0's l1: 15.5402
[9] valid_0's poisson: -105.618 valid_0's l1: 15.1019
[10] valid_0's poisson: -105.758 valid_0's l1: 14.9248
[11] valid_0's poisson: -105.886 valid_0's l1: 14.6728
[12] valid_0's poisson: -105.911 valid_0's l1: 14.538
[13] valid_0's poisson: -106.248 valid_0's l1: 14.1656
[14] valid_0's poisson: -106.253 valid_0's l1: 13.9295
[15] valid_0's poisson: -106.158 valid_0's l1: 13.7591
[16] valid_0's poisson: -106.059 valid_0's l1: 13.6451
[17] valid_0's poisson: -105.986 valid_0's l1: 13.5085
[18] valid_0's poisson: -105.844 valid_0's l1: 13.4436
[19] valid_0's poisson: -106.085 valid_0's l1: 13.3204
[20] valid_0's poisson: -106.07 valid_0's l1: 13.2837
[21] valid_0's poisson: -106.136 valid_0's l1: 13.2454
[22] valid_0's poisson: -106.206 valid_0's l1: 13.1548
[23] valid_0's poisson: -106.133 valid_0's l1: 13.0986
[24] valid_0's poisson: -106.189 valid_0's l1: 13.0577
[25] valid_0's poisson: -106.2 valid_0's l1: 13.0443
[26] valid_0's poisson: -106.186 valid_0's l1: 13.0067
[27] valid_0's poisson: -106.208 valid_0's l1: 12.9996
[28] valid_0's poisson: -106.209 valid_0's l1: 12.9798
[29] valid_0's poisson: -106.185 valid_0's l1: 12.9532
[30] valid_0's poisson: -106.293 valid_0's l1: 12.9127
[31] valid_0's poisson: -106.35 valid_0's l1: 12.8752
[32] valid_0's poisson: -106.374 valid_0's l1: 12.8482
[33] valid_0's poisson: -106.383 valid_0's l1: 12.8307
[34] valid_0's poisson: -106.369 valid_0's l1: 12.8075
[35] valid_0's poisson: -106.409 valid_0's l1: 12.7832
[36] valid_0's poisson: -106.398 valid_0's l1: 12.7363
[37] valid_0's poisson: -106.409 valid_0's l1: 12.7254
[38] valid_0's poisson: -106.432 valid_0's l1: 12.6931
[39] valid_0's poisson: -106.458 valid_0's l1: 12.6878
[40] valid_0's poisson: -106.446 valid_0's l1: 12.685
[41] valid_0's poisson: -106.383 valid_0's l1: 12.6028
[42] valid_0's poisson: -106.41 valid_0's l1: 12.5836
[43] valid_0's poisson: -106.303 valid_0's l1: 12.5711
[44] valid_0's poisson: -106.428 valid_0's l1: 12.5603
[45] valid_0's poisson: -106.436 valid_0's l1: 12.5283
[46] valid_0's poisson: -106.313 valid_0's l1: 12.5139
[47] valid_0's poisson: -106.322 valid_0's l1: 12.51
[48] valid_0's poisson: -106.421 valid_0's l1: 12.5061
[49] valid_0's poisson: -106.362 valid_0's l1: 12.4917
[50] valid_0's poisson: -106.435 valid_0's l1: 12.4828
[51] valid_0's poisson: -106.444 valid_0's l1: 12.4876
[52] valid_0's poisson: -106.432 valid_0's l1: 12.4854
[53] valid_0's poisson: -106.431 valid_0's l1: 12.4853
[54] valid_0's poisson: -106.297 valid_0's l1: 12.4836
[55] valid_0's poisson: -106.319 valid_0's l1: 12.4782
[56] valid_0's poisson: -106.344 valid_0's l1: 12.463
[57] valid_0's poisson: -106.541 valid_0's l1: 12.3966
[58] valid_0's poisson: -106.588 valid_0's l1: 12.3609
[59] valid_0's poisson: -106.543 valid_0's l1: 12.3484
[60] valid_0's poisson: -106.519 valid_0's l1: 12.3199
[61] valid_0's poisson: -106.51 valid_0's l1: 12.3087
[62] valid_0's poisson: -106.529 valid_0's l1: 12.2984
[63] valid_0's poisson: -106.537 valid_0's l1: 12.2878
[64] valid_0's poisson: -106.555 valid_0's l1: 12.2776
[65] valid_0's poisson: -106.579 valid_0's l1: 12.268
[66] valid_0's poisson: -106.585 valid_0's l1: 12.2695
[67] valid_0's poisson: -106.467 valid_0's l1: 12.2639
[68] valid_0's poisson: -106.462 valid_0's l1: 12.258
[69] valid_0's poisson: -106.519 valid_0's l1: 12.2403
[70] valid_0's poisson: -106.532 valid_0's l1: 12.2232
[71] valid_0's poisson: -106.569 valid_0's l1: 12.0982
[72] valid_0's poisson: -106.61 valid_0's l1: 12.054
[73] valid_0's poisson: -106.62 valid_0's l1: 12.0512
[74] valid_0's poisson: -106.564 valid_0's l1: 12.0529
[75] valid_0's poisson: -106.557 valid_0's l1: 12.0412
[76] valid_0's poisson: -106.583 valid_0's l1: 12.0392
[77] valid_0's poisson: -106.568 valid_0's l1: 12.0289
[78] valid_0's poisson: -106.594 valid_0's l1: 11.9626
[79] valid_0's poisson: -106.598 valid_0's l1: 11.962
[80] valid_0's poisson: -106.564 valid_0's l1: 11.9614
[81] valid_0's poisson: -106.546 valid_0's l1: 11.9575
[82] valid_0's poisson: -106.579 valid_0's l1: 11.9577
[83] valid_0's poisson: -106.574 valid_0's l1: 11.9511
[84] valid_0's poisson: -106.595 valid_0's l1: 11.9522
[85] valid_0's poisson: -106.584 valid_0's l1: 11.9433
[86] valid_0's poisson: -106.624 valid_0's l1: 11.9409
[87] valid_0's poisson: -106.624 valid_0's l1: 11.9408
[88] valid_0's poisson: -106.626 valid_0's l1: 11.9386
[89] valid_0's poisson: -106.637 valid_0's l1: 11.9391
[90] valid_0's poisson: -106.648 valid_0's l1: 11.9191
[91] valid_0's poisson: -106.66 valid_0's l1: 11.9042
[92] valid_0's poisson: -106.613 valid_0's l1: 11.9137
[93] valid_0's poisson: -106.579 valid_0's l1: 11.9106
[94] valid_0's poisson: -106.558 valid_0's l1: 11.8946
[95] valid_0's poisson: -106.546 valid_0's l1: 11.8883
[96] valid_0's poisson: -106.569 valid_0's l1: 11.886
[97] valid_0's poisson: -106.569 valid_0's l1: 11.8771
[98] valid_0's poisson: -106.461 valid_0's l1: 11.8701
[99] valid_0's poisson: -106.444 valid_0's l1: 11.8666
[100] valid_0's poisson: -106.446 valid_0's l1: 11.866
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1763 valid_0's l1: 29.0765
[2] valid_0's poisson: -81.9263 valid_0's l1: 28.801
[3] valid_0's poisson: -82.6356 valid_0's l1: 28.5307
[4] valid_0's poisson: -83.3075 valid_0's l1: 28.2664
[5] valid_0's poisson: -83.974 valid_0's l1: 28.0001
[6] valid_0's poisson: -84.628 valid_0's l1: 27.7371
[7] valid_0's poisson: -85.2469 valid_0's l1: 27.4808
[8] valid_0's poisson: -85.8616 valid_0's l1: 27.2226
[9] valid_0's poisson: -86.4449 valid_0's l1: 26.9691
[10] valid_0's poisson: -86.962 valid_0's l1: 26.731
[11] valid_0's poisson: -87.4664 valid_0's l1: 26.4947
[12] valid_0's poisson: -87.9703 valid_0's l1: 26.2581
[13] valid_0's poisson: -88.4543 valid_0's l1: 26.0271
[14] valid_0's poisson: -88.8807 valid_0's l1: 25.8104
[15] valid_0's poisson: -89.3257 valid_0's l1: 25.5896
[16] valid_0's poisson: -89.7503 valid_0's l1: 25.3735
[17] valid_0's poisson: -90.1412 valid_0's l1: 25.1657
[18] valid_0's poisson: -90.5152 valid_0's l1: 24.9629
[19] valid_0's poisson: -90.8809 valid_0's l1: 24.7654
[20] valid_0's poisson: -91.2242 valid_0's l1: 24.5757
[21] valid_0's poisson: -91.5542 valid_0's l1: 24.3894
[22] valid_0's poisson: -91.8604 valid_0's l1: 24.2116
[23] valid_0's poisson: -92.1635 valid_0's l1: 24.0357
[24] valid_0's poisson: -92.4553 valid_0's l1: 23.8647
[25] valid_0's poisson: -92.7915 valid_0's l1: 23.6793
[26] valid_0's poisson: -93.0852 valid_0's l1: 23.5108
[27] valid_0's poisson: -93.3595 valid_0's l1: 23.3475
[28] valid_0's poisson: -93.6178 valid_0's l1: 23.1906
[29] valid_0's poisson: -93.8483 valid_0's l1: 23.0502
[30] valid_0's poisson: -94.1076 valid_0's l1: 22.8951
[31] valid_0's poisson: -94.3838 valid_0's l1: 22.7339
[32] valid_0's poisson: -94.6039 valid_0's l1: 22.593
[33] valid_0's poisson: -94.8695 valid_0's l1: 22.4348
[34] valid_0's poisson: -95.322 valid_0's l1: 22.2435
[35] valid_0's poisson: -95.7465 valid_0's l1: 22.0567
[36] valid_0's poisson: -96.1671 valid_0's l1: 21.8639
[37] valid_0's poisson: -96.5617 valid_0's l1: 21.6756
[38] valid_0's poisson: -96.741 valid_0's l1: 21.5487
[39] valid_0's poisson: -96.9139 valid_0's l1: 21.4257
[40] valid_0's poisson: -97.0819 valid_0's l1: 21.305
[41] valid_0's poisson: -97.4443 valid_0's l1: 21.1264
[42] valid_0's poisson: -97.7732 valid_0's l1: 20.9556
[43] valid_0's poisson: -98.0609 valid_0's l1: 20.8062
[44] valid_0's poisson: -98.3602 valid_0's l1: 20.6412
[45] valid_0's poisson: -98.6408 valid_0's l1: 20.4852
[46] valid_0's poisson: -98.9 valid_0's l1: 20.3329
[47] valid_0's poisson: -99.1397 valid_0's l1: 20.1975
[48] valid_0's poisson: -99.4096 valid_0's l1: 20.038
[49] valid_0's poisson: -99.6662 valid_0's l1: 19.8829
[50] valid_0's poisson: -99.9138 valid_0's l1: 19.7406
[51] valid_0's poisson: -100.147 valid_0's l1: 19.5935
[52] valid_0's poisson: -100.261 valid_0's l1: 19.4949
[53] valid_0's poisson: -100.467 valid_0's l1: 19.3584
[54] valid_0's poisson: -100.649 valid_0's l1: 19.24
[55] valid_0's poisson: -100.742 valid_0's l1: 19.1589
[56] valid_0's poisson: -100.943 valid_0's l1: 19.029
[57] valid_0's poisson: -101.123 valid_0's l1: 18.9006
[58] valid_0's poisson: -101.217 valid_0's l1: 18.8164
[59] valid_0's poisson: -101.314 valid_0's l1: 18.7308
[60] valid_0's poisson: -101.498 valid_0's l1: 18.6008
[61] valid_0's poisson: -101.651 valid_0's l1: 18.4826
[62] valid_0's poisson: -101.805 valid_0's l1: 18.3764
[63] valid_0's poisson: -101.959 valid_0's l1: 18.2672
[64] valid_0's poisson: -102.048 valid_0's l1: 18.1803
[65] valid_0's poisson: -102.179 valid_0's l1: 18.0868
[66] valid_0's poisson: -102.26 valid_0's l1: 18.0082
[67] valid_0's poisson: -102.407 valid_0's l1: 17.9017
[68] valid_0's poisson: -102.492 valid_0's l1: 17.8269
[69] valid_0's poisson: -102.566 valid_0's l1: 17.753
[70] valid_0's poisson: -102.647 valid_0's l1: 17.6789
[71] valid_0's poisson: -102.771 valid_0's l1: 17.5765
[72] valid_0's poisson: -102.909 valid_0's l1: 17.4721
[73] valid_0's poisson: -102.976 valid_0's l1: 17.4098
[74] valid_0's poisson: -103.09 valid_0's l1: 17.313
[75] valid_0's poisson: -103.191 valid_0's l1: 17.2339
[76] valid_0's poisson: -103.315 valid_0's l1: 17.132
[77] valid_0's poisson: -103.427 valid_0's l1: 17.0383
[78] valid_0's poisson: -103.556 valid_0's l1: 16.9396
[79] valid_0's poisson: -103.682 valid_0's l1: 16.8439
[80] valid_0's poisson: -103.792 valid_0's l1: 16.7505
[81] valid_0's poisson: -103.908 valid_0's l1: 16.6557
[82] valid_0's poisson: -103.991 valid_0's l1: 16.585
[83] valid_0's poisson: -104.052 valid_0's l1: 16.5255
[84] valid_0's poisson: -104.104 valid_0's l1: 16.474
[85] valid_0's poisson: -104.207 valid_0's l1: 16.3843
[86] valid_0's poisson: -104.306 valid_0's l1: 16.2968
[87] valid_0's poisson: -104.402 valid_0's l1: 16.2105
[88] valid_0's poisson: -104.472 valid_0's l1: 16.1391
[89] valid_0's poisson: -104.565 valid_0's l1: 16.0614
[90] valid_0's poisson: -104.625 valid_0's l1: 16.0065
[91] valid_0's poisson: -104.659 valid_0's l1: 15.9686
[92] valid_0's poisson: -104.744 valid_0's l1: 15.8888
[93] valid_0's poisson: -104.789 valid_0's l1: 15.8414
[94] valid_0's poisson: -104.869 valid_0's l1: 15.7645
[95] valid_0's poisson: -104.91 valid_0's l1: 15.7196
[96] valid_0's poisson: -104.986 valid_0's l1: 15.646
[97] valid_0's poisson: -105.044 valid_0's l1: 15.5906
[98] valid_0's poisson: -105.081 valid_0's l1: 15.5501
[99] valid_0's poisson: -105.117 valid_0's l1: 15.5098
[100] valid_0's poisson: -105.171 valid_0's l1: 15.458
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1958 valid_0's l1: 29.0694
[2] valid_0's poisson: -81.9424 valid_0's l1: 28.7937
[3] valid_0's poisson: -82.6823 valid_0's l1: 28.5183
[4] valid_0's poisson: -83.3811 valid_0's l1: 28.2488
[5] valid_0's poisson: -84.0489 valid_0's l1: 27.9831
[6] valid_0's poisson: -84.6854 valid_0's l1: 27.719
[7] valid_0's poisson: -85.3109 valid_0's l1: 27.4568
[8] valid_0's poisson: -85.9289 valid_0's l1: 27.1961
[9] valid_0's poisson: -86.493 valid_0's l1: 26.947
[10] valid_0's poisson: -87.032 valid_0's l1: 26.7056
[11] valid_0's poisson: -87.5266 valid_0's l1: 26.4723
[12] valid_0's poisson: -88.0319 valid_0's l1: 26.2372
[13] valid_0's poisson: -88.513 valid_0's l1: 26.0074
[14] valid_0's poisson: -88.9714 valid_0's l1: 25.7831
[15] valid_0's poisson: -89.4059 valid_0's l1: 25.5654
[16] valid_0's poisson: -89.8089 valid_0's l1: 25.3542
[17] valid_0's poisson: -90.1828 valid_0's l1: 25.1514
[18] valid_0's poisson: -90.5694 valid_0's l1: 24.9479
[19] valid_0's poisson: -90.9247 valid_0's l1: 24.7533
[20] valid_0's poisson: -91.2641 valid_0's l1: 24.5625
[21] valid_0's poisson: -91.6012 valid_0's l1: 24.3746
[22] valid_0's poisson: -91.9465 valid_0's l1: 24.1855
[23] valid_0's poisson: -92.2484 valid_0's l1: 24.008
[24] valid_0's poisson: -92.5385 valid_0's l1: 23.835
[25] valid_0's poisson: -92.819 valid_0's l1: 23.6672
[26] valid_0's poisson: -93.088 valid_0's l1: 23.5021
[27] valid_0's poisson: -93.3608 valid_0's l1: 23.3423
[28] valid_0's poisson: -93.6706 valid_0's l1: 23.1716
[29] valid_0's poisson: -93.9682 valid_0's l1: 23.0051
[30] valid_0's poisson: -94.4611 valid_0's l1: 22.8011
[31] valid_0's poisson: -94.7261 valid_0's l1: 22.6387
[32] valid_0's poisson: -94.9503 valid_0's l1: 22.4916
[33] valid_0's poisson: -95.2083 valid_0's l1: 22.3345
[34] valid_0's poisson: -95.4551 valid_0's l1: 22.185
[35] valid_0's poisson: -95.8595 valid_0's l1: 22.0035
[36] valid_0's poisson: -96.0443 valid_0's l1: 21.8752
[37] valid_0's poisson: -96.2681 valid_0's l1: 21.7353
[38] valid_0's poisson: -96.4605 valid_0's l1: 21.6063
[39] valid_0's poisson: -96.6587 valid_0's l1: 21.4724
[40] valid_0's poisson: -96.8639 valid_0's l1: 21.3372
[41] valid_0's poisson: -97.0625 valid_0's l1: 21.2065
[42] valid_0's poisson: -97.389 valid_0's l1: 21.0491
[43] valid_0's poisson: -97.687 valid_0's l1: 20.8899
[44] valid_0's poisson: -97.9621 valid_0's l1: 20.7345
[45] valid_0's poisson: -98.255 valid_0's l1: 20.5717
[46] valid_0's poisson: -98.5544 valid_0's l1: 20.4073
[47] valid_0's poisson: -98.8274 valid_0's l1: 20.2508
[48] valid_0's poisson: -99.0295 valid_0's l1: 20.1261
[49] valid_0's poisson: -99.32 valid_0's l1: 19.9729
[50] valid_0's poisson: -99.5492 valid_0's l1: 19.8354
[51] valid_0's poisson: -99.6564 valid_0's l1: 19.7489
[52] valid_0's poisson: -99.8835 valid_0's l1: 19.6059
[53] valid_0's poisson: -100.067 valid_0's l1: 19.4814
[54] valid_0's poisson: -100.267 valid_0's l1: 19.3604
[55] valid_0's poisson: -100.381 valid_0's l1: 19.2586
[56] valid_0's poisson: -100.491 valid_0's l1: 19.1594
[57] valid_0's poisson: -100.676 valid_0's l1: 19.0441
[58] valid_0's poisson: -100.88 valid_0's l1: 18.9246
[59] valid_0's poisson: -101.07 valid_0's l1: 18.7925
[60] valid_0's poisson: -101.24 valid_0's l1: 18.6683
[61] valid_0's poisson: -101.402 valid_0's l1: 18.5467
[62] valid_0's poisson: -101.556 valid_0's l1: 18.4282
[63] valid_0's poisson: -101.704 valid_0's l1: 18.3124
[64] valid_0's poisson: -101.883 valid_0's l1: 18.1813
[65] valid_0's poisson: -101.972 valid_0's l1: 18.1005
[66] valid_0's poisson: -102.111 valid_0's l1: 18.0025
[67] valid_0's poisson: -102.175 valid_0's l1: 17.9423
[68] valid_0's poisson: -102.337 valid_0's l1: 17.82
[69] valid_0's poisson: -102.413 valid_0's l1: 17.7511
[70] valid_0's poisson: -102.541 valid_0's l1: 17.6589
[71] valid_0's poisson: -102.611 valid_0's l1: 17.5887
[72] valid_0's poisson: -102.685 valid_0's l1: 17.5189
[73] valid_0's poisson: -102.845 valid_0's l1: 17.4073
[74] valid_0's poisson: -102.904 valid_0's l1: 17.3489
[75] valid_0's poisson: -103.046 valid_0's l1: 17.237
[76] valid_0's poisson: -103.19 valid_0's l1: 17.1319
[77] valid_0's poisson: -103.318 valid_0's l1: 17.0279
[78] valid_0's poisson: -103.425 valid_0's l1: 16.935
[79] valid_0's poisson: -103.483 valid_0's l1: 16.8813
[80] valid_0's poisson: -103.61 valid_0's l1: 16.7851
[81] valid_0's poisson: -103.722 valid_0's l1: 16.6906
[82] valid_0's poisson: -103.772 valid_0's l1: 16.6393
[83] valid_0's poisson: -103.866 valid_0's l1: 16.5548
[84] valid_0's poisson: -103.944 valid_0's l1: 16.4903
[85] valid_0's poisson: -104 valid_0's l1: 16.4318
[86] valid_0's poisson: -104.097 valid_0's l1: 16.3489
[87] valid_0's poisson: -104.196 valid_0's l1: 16.2633
[88] valid_0's poisson: -104.297 valid_0's l1: 16.1757
[89] valid_0's poisson: -104.394 valid_0's l1: 16.0904
[90] valid_0's poisson: -104.487 valid_0's l1: 16.0069
[91] valid_0's poisson: -104.556 valid_0's l1: 15.947
[92] valid_0's poisson: -104.627 valid_0's l1: 15.8816
[93] valid_0's poisson: -104.674 valid_0's l1: 15.8318
[94] valid_0's poisson: -104.742 valid_0's l1: 15.7625
[95] valid_0's poisson: -104.809 valid_0's l1: 15.6996
[96] valid_0's poisson: -104.848 valid_0's l1: 15.6575
[97] valid_0's poisson: -104.881 valid_0's l1: 15.6222
[98] valid_0's poisson: -104.942 valid_0's l1: 15.5587
[99] valid_0's poisson: -105.019 valid_0's l1: 15.4918
[100] valid_0's poisson: -105.077 valid_0's l1: 15.4382
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1982 valid_0's l1: 29.0697
[2] valid_0's poisson: -81.9663 valid_0's l1: 28.7899
[3] valid_0's poisson: -82.6919 valid_0's l1: 28.5153
[4] valid_0's poisson: -83.379 valid_0's l1: 28.2458
[5] valid_0's poisson: -84.0779 valid_0's l1: 27.9725
[6] valid_0's poisson: -84.7035 valid_0's l1: 27.7132
[7] valid_0's poisson: -85.3474 valid_0's l1: 27.4493
[8] valid_0's poisson: -85.9106 valid_0's l1: 27.2009
[9] valid_0's poisson: -86.4773 valid_0's l1: 26.9526
[10] valid_0's poisson: -87.0302 valid_0's l1: 26.7066
[11] valid_0's poisson: -87.554 valid_0's l1: 26.4671
[12] valid_0's poisson: -88.0741 valid_0's l1: 26.2271
[13] valid_0's poisson: -88.5502 valid_0's l1: 25.9982
[14] valid_0's poisson: -89.0014 valid_0's l1: 25.7766
[15] valid_0's poisson: -89.413 valid_0's l1: 25.5634
[16] valid_0's poisson: -89.8177 valid_0's l1: 25.3498
[17] valid_0's poisson: -90.2077 valid_0's l1: 25.1436
[18] valid_0's poisson: -90.5953 valid_0's l1: 24.9392
[19] valid_0's poisson: -90.9491 valid_0's l1: 24.7441
[20] valid_0's poisson: -91.2885 valid_0's l1: 24.5561
[21] valid_0's poisson: -91.6134 valid_0's l1: 24.3718
[22] valid_0's poisson: -91.9357 valid_0's l1: 24.1914
[23] valid_0's poisson: -92.2769 valid_0's l1: 24.0047
[24] valid_0's poisson: -92.573 valid_0's l1: 23.8326
[25] valid_0's poisson: -92.86 valid_0's l1: 23.6654
[26] valid_0's poisson: -93.1285 valid_0's l1: 23.5045
[27] valid_0's poisson: -93.4203 valid_0's l1: 23.337
[28] valid_0's poisson: -93.7143 valid_0's l1: 23.1695
[29] valid_0's poisson: -93.9828 valid_0's l1: 23.0138
[30] valid_0's poisson: -94.243 valid_0's l1: 22.8597
[31] valid_0's poisson: -94.4673 valid_0's l1: 22.7152
[32] valid_0's poisson: -94.7326 valid_0's l1: 22.5592
[33] valid_0's poisson: -95.2028 valid_0's l1: 22.3615
[34] valid_0's poisson: -95.6915 valid_0's l1: 22.1497
[35] valid_0's poisson: -96.1308 valid_0's l1: 21.9493
[36] valid_0's poisson: -96.3742 valid_0's l1: 21.7978
[37] valid_0's poisson: -96.7747 valid_0's l1: 21.6056
[38] valid_0's poisson: -97.1232 valid_0's l1: 21.4269
[39] valid_0's poisson: -97.4999 valid_0's l1: 21.2356
[40] valid_0's poisson: -97.8124 valid_0's l1: 21.0651
[41] valid_0's poisson: -97.9645 valid_0's l1: 20.9464
[42] valid_0's poisson: -98.2761 valid_0's l1: 20.7744
[43] valid_0's poisson: -98.4174 valid_0's l1: 20.6606
[44] valid_0's poisson: -98.6822 valid_0's l1: 20.5146
[45] valid_0's poisson: -98.9619 valid_0's l1: 20.3523
[46] valid_0's poisson: -99.0956 valid_0's l1: 20.2435
[47] valid_0's poisson: -99.3661 valid_0's l1: 20.085
[48] valid_0's poisson: -99.5902 valid_0's l1: 19.9527
[49] valid_0's poisson: -99.8555 valid_0's l1: 19.7939
[50] valid_0's poisson: -100.084 valid_0's l1: 19.6471
[51] valid_0's poisson: -100.188 valid_0's l1: 19.558
[52] valid_0's poisson: -100.382 valid_0's l1: 19.4345
[53] valid_0's poisson: -100.608 valid_0's l1: 19.2865
[54] valid_0's poisson: -100.816 valid_0's l1: 19.1425
[55] valid_0's poisson: -100.918 valid_0's l1: 19.0517
[56] valid_0's poisson: -101.019 valid_0's l1: 18.966
[57] valid_0's poisson: -101.109 valid_0's l1: 18.8871
[58] valid_0's poisson: -101.314 valid_0's l1: 18.7542
[59] valid_0's poisson: -101.503 valid_0's l1: 18.6197
[60] valid_0's poisson: -101.695 valid_0's l1: 18.4773
[61] valid_0's poisson: -101.802 valid_0's l1: 18.383
[62] valid_0's poisson: -101.953 valid_0's l1: 18.2743
[63] valid_0's poisson: -102.098 valid_0's l1: 18.1655
[64] valid_0's poisson: -102.269 valid_0's l1: 18.0347
[65] valid_0's poisson: -102.432 valid_0's l1: 17.908
[66] valid_0's poisson: -102.567 valid_0's l1: 17.7935
[67] valid_0's poisson: -102.698 valid_0's l1: 17.6806
[68] valid_0's poisson: -102.817 valid_0's l1: 17.5901
[69] valid_0's poisson: -102.966 valid_0's l1: 17.4702
[70] valid_0's poisson: -103.101 valid_0's l1: 17.3586
[71] valid_0's poisson: -103.241 valid_0's l1: 17.2517
[72] valid_0's poisson: -103.344 valid_0's l1: 17.1593
[73] valid_0's poisson: -103.458 valid_0's l1: 17.07
[74] valid_0's poisson: -103.563 valid_0's l1: 16.9753
[75] valid_0's poisson: -103.687 valid_0's l1: 16.8794
[76] valid_0's poisson: -103.749 valid_0's l1: 16.8175
[77] valid_0's poisson: -103.844 valid_0's l1: 16.7366
[78] valid_0's poisson: -103.934 valid_0's l1: 16.6614
[79] valid_0's poisson: -103.991 valid_0's l1: 16.6019
[80] valid_0's poisson: -104.083 valid_0's l1: 16.5158
[81] valid_0's poisson: -104.186 valid_0's l1: 16.4241
[82] valid_0's poisson: -104.242 valid_0's l1: 16.3692
[83] valid_0's poisson: -104.297 valid_0's l1: 16.3136
[84] valid_0's poisson: -104.381 valid_0's l1: 16.2316
[85] valid_0's poisson: -104.43 valid_0's l1: 16.181
[86] valid_0's poisson: -104.502 valid_0's l1: 16.1173
[87] valid_0's poisson: -104.578 valid_0's l1: 16.0427
[88] valid_0's poisson: -104.661 valid_0's l1: 15.963
[89] valid_0's poisson: -104.74 valid_0's l1: 15.885
[90] valid_0's poisson: -104.822 valid_0's l1: 15.8059
[91] valid_0's poisson: -104.872 valid_0's l1: 15.756
[92] valid_0's poisson: -104.92 valid_0's l1: 15.707
[93] valid_0's poisson: -104.96 valid_0's l1: 15.6634
[94] valid_0's poisson: -105.018 valid_0's l1: 15.6096
[95] valid_0's poisson: -105.081 valid_0's l1: 15.5461
[96] valid_0's poisson: -105.148 valid_0's l1: 15.4791
[97] valid_0's poisson: -105.208 valid_0's l1: 15.4219
[98] valid_0's poisson: -105.277 valid_0's l1: 15.3503
[99] valid_0's poisson: -105.347 valid_0's l1: 15.2824
[100] valid_0's poisson: -105.38 valid_0's l1: 15.2473
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1787 valid_0's l1: 29.0758
[2] valid_0's poisson: -81.9542 valid_0's l1: 28.7967
[3] valid_0's poisson: -82.6819 valid_0's l1: 28.5233
[4] valid_0's poisson: -83.3753 valid_0's l1: 28.2541
[5] valid_0's poisson: -84.0317 valid_0's l1: 27.9904
[6] valid_0's poisson: -84.7021 valid_0's l1: 27.7213
[7] valid_0's poisson: -85.3193 valid_0's l1: 27.4637
[8] valid_0's poisson: -85.9199 valid_0's l1: 27.2082
[9] valid_0's poisson: -86.4967 valid_0's l1: 26.9577
[10] valid_0's poisson: -87.0272 valid_0's l1: 26.7178
[11] valid_0's poisson: -87.5505 valid_0's l1: 26.4766
[12] valid_0's poisson: -88.0478 valid_0's l1: 26.2422
[13] valid_0's poisson: -88.5234 valid_0's l1: 26.0128
[14] valid_0's poisson: -88.9998 valid_0's l1: 25.7817
[15] valid_0's poisson: -89.4437 valid_0's l1: 25.562
[16] valid_0's poisson: -89.8484 valid_0's l1: 25.3492
[17] valid_0's poisson: -90.2361 valid_0's l1: 25.1409
[18] valid_0's poisson: -90.607 valid_0's l1: 24.9387
[19] valid_0's poisson: -90.9646 valid_0's l1: 24.744
[20] valid_0's poisson: -91.3089 valid_0's l1: 24.5508
[21] valid_0's poisson: -91.6376 valid_0's l1: 24.366
[22] valid_0's poisson: -91.9407 valid_0's l1: 24.1868
[23] valid_0's poisson: -92.2694 valid_0's l1: 24.0015
[24] valid_0's poisson: -92.5512 valid_0's l1: 23.83
[25] valid_0's poisson: -92.8231 valid_0's l1: 23.6648
[26] valid_0's poisson: -93.1409 valid_0's l1: 23.4867
[27] valid_0's poisson: -93.4439 valid_0's l1: 23.3165
[28] valid_0's poisson: -93.7499 valid_0's l1: 23.1454
[29] valid_0's poisson: -94.2153 valid_0's l1: 22.9496
[30] valid_0's poisson: -94.4955 valid_0's l1: 22.7851
[31] valid_0's poisson: -94.7181 valid_0's l1: 22.6389
[32] valid_0's poisson: -94.965 valid_0's l1: 22.4844
[33] valid_0's poisson: -95.1804 valid_0's l1: 22.3458
[34] valid_0's poisson: -95.4253 valid_0's l1: 22.1988
[35] valid_0's poisson: -95.8545 valid_0's l1: 22.0099
[36] valid_0's poisson: -96.0498 valid_0's l1: 21.8801
[37] valid_0's poisson: -96.2579 valid_0's l1: 21.7439
[38] valid_0's poisson: -96.6168 valid_0's l1: 21.5758
[39] valid_0's poisson: -96.7762 valid_0's l1: 21.4591
[40] valid_0's poisson: -97.1571 valid_0's l1: 21.2727
[41] valid_0's poisson: -97.4421 valid_0's l1: 21.1159
[42] valid_0's poisson: -97.7609 valid_0's l1: 20.9508
[43] valid_0's poisson: -98.1112 valid_0's l1: 20.7705
[44] valid_0's poisson: -98.2618 valid_0's l1: 20.662
[45] valid_0's poisson: -98.5649 valid_0's l1: 20.4958
[46] valid_0's poisson: -98.8516 valid_0's l1: 20.3326
[47] valid_0's poisson: -99.1394 valid_0's l1: 20.1696
[48] valid_0's poisson: -99.3545 valid_0's l1: 20.0338
[49] valid_0's poisson: -99.6155 valid_0's l1: 19.8891
[50] valid_0's poisson: -99.8523 valid_0's l1: 19.7439
[51] valid_0's poisson: -100.103 valid_0's l1: 19.5926
[52] valid_0's poisson: -100.338 valid_0's l1: 19.4469
[53] valid_0's poisson: -100.555 valid_0's l1: 19.3052
[54] valid_0's poisson: -100.655 valid_0's l1: 19.2147
[55] valid_0's poisson: -100.749 valid_0's l1: 19.1333
[56] valid_0's poisson: -100.857 valid_0's l1: 19.0328
[57] valid_0's poisson: -101.069 valid_0's l1: 18.8927
[58] valid_0's poisson: -101.17 valid_0's l1: 18.8038
[59] valid_0's poisson: -101.358 valid_0's l1: 18.6744
[60] valid_0's poisson: -101.539 valid_0's l1: 18.5555
[61] valid_0's poisson: -101.701 valid_0's l1: 18.4396
[62] valid_0's poisson: -101.791 valid_0's l1: 18.358
[63] valid_0's poisson: -101.966 valid_0's l1: 18.2314
[64] valid_0's poisson: -102.137 valid_0's l1: 18.1034
[65] valid_0's poisson: -102.277 valid_0's l1: 18.0001
[66] valid_0's poisson: -102.422 valid_0's l1: 17.8829
[67] valid_0's poisson: -102.5 valid_0's l1: 17.8042
[68] valid_0's poisson: -102.65 valid_0's l1: 17.6848
[69] valid_0's poisson: -102.765 valid_0's l1: 17.5976
[70] valid_0's poisson: -102.907 valid_0's l1: 17.4852
[71] valid_0's poisson: -103.052 valid_0's l1: 17.3709
[72] valid_0's poisson: -103.113 valid_0's l1: 17.3111
[73] valid_0's poisson: -103.228 valid_0's l1: 17.2148
[74] valid_0's poisson: -103.341 valid_0's l1: 17.1184
[75] valid_0's poisson: -103.476 valid_0's l1: 17.0136
[76] valid_0's poisson: -103.58 valid_0's l1: 16.9206
[77] valid_0's poisson: -103.7 valid_0's l1: 16.82
[78] valid_0's poisson: -103.759 valid_0's l1: 16.7621
[79] valid_0's poisson: -103.872 valid_0's l1: 16.6657
[80] valid_0's poisson: -103.981 valid_0's l1: 16.5717
[81] valid_0's poisson: -104.065 valid_0's l1: 16.4914
[82] valid_0's poisson: -104.174 valid_0's l1: 16.4061
[83] valid_0's poisson: -104.221 valid_0's l1: 16.3565
[84] valid_0's poisson: -104.267 valid_0's l1: 16.3077
[85] valid_0's poisson: -104.308 valid_0's l1: 16.265
[86] valid_0's poisson: -104.396 valid_0's l1: 16.1841
[87] valid_0's poisson: -104.44 valid_0's l1: 16.1376
[88] valid_0's poisson: -104.483 valid_0's l1: 16.0924
[89] valid_0's poisson: -104.527 valid_0's l1: 16.047
[90] valid_0's poisson: -104.589 valid_0's l1: 15.9912
[91] valid_0's poisson: -104.633 valid_0's l1: 15.9466
[92] valid_0's poisson: -104.69 valid_0's l1: 15.8866
[93] valid_0's poisson: -104.74 valid_0's l1: 15.8368
[94] valid_0's poisson: -104.777 valid_0's l1: 15.7969
[95] valid_0's poisson: -104.857 valid_0's l1: 15.7209
[96] valid_0's poisson: -104.919 valid_0's l1: 15.6649
[97] valid_0's poisson: -104.992 valid_0's l1: 15.5939
[98] valid_0's poisson: -105.028 valid_0's l1: 15.5542
[99] valid_0's poisson: -105.082 valid_0's l1: 15.4998
[100] valid_0's poisson: -105.112 valid_0's l1: 15.4669
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -81.1791 valid_0's l1: 29.0749
[2] valid_0's poisson: -81.9315 valid_0's l1: 28.7985
[3] valid_0's poisson: -82.669 valid_0's l1: 28.5216
[4] valid_0's poisson: -83.3658 valid_0's l1: 28.2506
[5] valid_0's poisson: -84.04 valid_0's l1: 27.9833
[6] valid_0's poisson: -84.6538 valid_0's l1: 27.727
[7] valid_0's poisson: -85.2601 valid_0's l1: 27.4718
[8] valid_0's poisson: -85.861 valid_0's l1: 27.2167
[9] valid_0's poisson: -86.4116 valid_0's l1: 26.9725
[10] valid_0's poisson: -86.9534 valid_0's l1: 26.7308
[11] valid_0's poisson: -87.4893 valid_0's l1: 26.4888
[12] valid_0's poisson: -87.9536 valid_0's l1: 26.2646
[13] valid_0's poisson: -88.427 valid_0's l1: 26.0351
[14] valid_0's poisson: -88.8653 valid_0's l1: 25.8149
[15] valid_0's poisson: -89.2963 valid_0's l1: 25.5982
[16] valid_0's poisson: -89.6965 valid_0's l1: 25.3892
[17] valid_0's poisson: -90.0603 valid_0's l1: 25.1944
[18] valid_0's poisson: -90.4156 valid_0's l1: 25.0005
[19] valid_0's poisson: -90.7656 valid_0's l1: 24.8123
[20] valid_0's poisson: -91.1074 valid_0's l1: 24.6221
[21] valid_0's poisson: -91.4501 valid_0's l1: 24.4341
[22] valid_0's poisson: -91.7635 valid_0's l1: 24.2549
[23] valid_0's poisson: -92.0989 valid_0's l1: 24.0722
[24] valid_0's poisson: -92.4019 valid_0's l1: 23.901
[25] valid_0's poisson: -92.7154 valid_0's l1: 23.722
[26] valid_0's poisson: -93.0162 valid_0's l1: 23.5548
[27] valid_0's poisson: -93.278 valid_0's l1: 23.3953
[28] valid_0's poisson: -93.5275 valid_0's l1: 23.2422
[29] valid_0's poisson: -93.7705 valid_0's l1: 23.0906
[30] valid_0's poisson: -94.0063 valid_0's l1: 22.9446
[31] valid_0's poisson: -94.243 valid_0's l1: 22.7978
[32] valid_0's poisson: -94.4953 valid_0's l1: 22.647
[33] valid_0's poisson: -94.7054 valid_0's l1: 22.5105
[34] valid_0's poisson: -94.955 valid_0's l1: 22.3629
[35] valid_0's poisson: -95.2015 valid_0's l1: 22.2166
[36] valid_0's poisson: -95.5529 valid_0's l1: 22.0543
[37] valid_0's poisson: -96.0157 valid_0's l1: 21.8527
[38] valid_0's poisson: -96.4265 valid_0's l1: 21.6638
[39] valid_0's poisson: -96.7896 valid_0's l1: 21.4853
[40] valid_0's poisson: -97.1262 valid_0's l1: 21.3202
[41] valid_0's poisson: -97.4719 valid_0's l1: 21.145
[42] valid_0's poisson: -97.7976 valid_0's l1: 20.9748
[43] valid_0's poisson: -98.0836 valid_0's l1: 20.8131
[44] valid_0's poisson: -98.3578 valid_0's l1: 20.6618
[45] valid_0's poisson: -98.6407 valid_0's l1: 20.5013
[46] valid_0's poisson: -98.9115 valid_0's l1: 20.343
[47] valid_0's poisson: -99.1063 valid_0's l1: 20.2153
[48] valid_0's poisson: -99.24 valid_0's l1: 20.1089
[49] valid_0's poisson: -99.4413 valid_0's l1: 19.9779
[50] valid_0's poisson: -99.6839 valid_0's l1: 19.8294
[51] valid_0's poisson: -99.8948 valid_0's l1: 19.7032
[52] valid_0's poisson: -100.113 valid_0's l1: 19.5621
[53] valid_0's poisson: -100.226 valid_0's l1: 19.4707
[54] valid_0's poisson: -100.416 valid_0's l1: 19.3508
[55] valid_0's poisson: -100.604 valid_0's l1: 19.225
[56] valid_0's poisson: -100.807 valid_0's l1: 19.0864
[57] valid_0's poisson: -100.988 valid_0's l1: 18.958
[58] valid_0's poisson: -101.135 valid_0's l1: 18.843
[59] valid_0's poisson: -101.235 valid_0's l1: 18.7519
[60] valid_0's poisson: -101.401 valid_0's l1: 18.6368
[61] valid_0's poisson: -101.59 valid_0's l1: 18.5007
[62] valid_0's poisson: -101.77 valid_0's l1: 18.3698
[63] valid_0's poisson: -101.968 valid_0's l1: 18.239
[64] valid_0's poisson: -102.157 valid_0's l1: 18.1117
[65] valid_0's poisson: -102.296 valid_0's l1: 18.0088
[66] valid_0's poisson: -102.433 valid_0's l1: 17.8962
[67] valid_0's poisson: -102.581 valid_0's l1: 17.7786
[68] valid_0's poisson: -102.672 valid_0's l1: 17.6949
[69] valid_0's poisson: -102.739 valid_0's l1: 17.6306
[70] valid_0's poisson: -102.877 valid_0's l1: 17.5212
[71] valid_0's poisson: -103.026 valid_0's l1: 17.4122
[72] valid_0's poisson: -103.096 valid_0's l1: 17.345
[73] valid_0's poisson: -103.239 valid_0's l1: 17.2417
[74] valid_0's poisson: -103.302 valid_0's l1: 17.1791
[75] valid_0's poisson: -103.438 valid_0's l1: 17.0727
[76] valid_0's poisson: -103.562 valid_0's l1: 16.9697
[77] valid_0's poisson: -103.623 valid_0's l1: 16.9092
[78] valid_0's poisson: -103.745 valid_0's l1: 16.8159
[79] valid_0's poisson: -103.845 valid_0's l1: 16.726
[80] valid_0's poisson: -103.961 valid_0's l1: 16.6324
[81] valid_0's poisson: -104.048 valid_0's l1: 16.5502
[82] valid_0's poisson: -104.132 valid_0's l1: 16.4755
[83] valid_0's poisson: -104.198 valid_0's l1: 16.4112
[84] valid_0's poisson: -104.294 valid_0's l1: 16.3237
[85] valid_0's poisson: -104.347 valid_0's l1: 16.2707
[86] valid_0's poisson: -104.441 valid_0's l1: 16.1849
[87] valid_0's poisson: -104.53 valid_0's l1: 16.1011
[88] valid_0's poisson: -104.604 valid_0's l1: 16.027
[89] valid_0's poisson: -104.651 valid_0's l1: 15.9756
[90] valid_0's poisson: -104.707 valid_0's l1: 15.9192
[91] valid_0's poisson: -104.76 valid_0's l1: 15.8656
[92] valid_0's poisson: -104.829 valid_0's l1: 15.7975
[93] valid_0's poisson: -104.872 valid_0's l1: 15.7513
[94] valid_0's poisson: -104.931 valid_0's l1: 15.6923
[95] valid_0's poisson: -105.006 valid_0's l1: 15.6197
[96] valid_0's poisson: -105.081 valid_0's l1: 15.5512
[97] valid_0's poisson: -105.122 valid_0's l1: 15.5087
[98] valid_0's poisson: -105.176 valid_0's l1: 15.4545
[99] valid_0's poisson: -105.231 valid_0's l1: 15.3964
[100] valid_0's poisson: -105.297 valid_0's l1: 15.3278
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.5977 valid_0's l1: 29.2818
[2] valid_0's poisson: -80.8094 valid_0's l1: 29.2081
[3] valid_0's poisson: -81.018 valid_0's l1: 29.1346
[4] valid_0's poisson: -81.2236 valid_0's l1: 29.0614
[5] valid_0's poisson: -81.4261 valid_0's l1: 28.9885
[6] valid_0's poisson: -81.6258 valid_0's l1: 28.9159
[7] valid_0's poisson: -81.8226 valid_0's l1: 28.8437
[8] valid_0's poisson: -82.0278 valid_0's l1: 28.7696
[9] valid_0's poisson: -82.2189 valid_0's l1: 28.698
[10] valid_0's poisson: -82.4183 valid_0's l1: 28.6246
[11] valid_0's poisson: -82.6038 valid_0's l1: 28.5536
[12] valid_0's poisson: -82.7868 valid_0's l1: 28.4829
[13] valid_0's poisson: -82.9686 valid_0's l1: 28.4121
[14] valid_0's poisson: -83.1466 valid_0's l1: 28.3423
[15] valid_0's poisson: -83.3329 valid_0's l1: 28.2706
[16] valid_0's poisson: -83.5165 valid_0's l1: 28.1992
[17] valid_0's poisson: -83.6975 valid_0's l1: 28.1281
[18] valid_0's poisson: -83.8742 valid_0's l1: 28.0578
[19] valid_0's poisson: -84.0462 valid_0's l1: 27.9881
[20] valid_0's poisson: -84.2199 valid_0's l1: 27.918
[21] valid_0's poisson: -84.3924 valid_0's l1: 27.8476
[22] valid_0's poisson: -84.5624 valid_0's l1: 27.7776
[23] valid_0's poisson: -84.7302 valid_0's l1: 27.708
[24] valid_0's poisson: -84.8967 valid_0's l1: 27.6388
[25] valid_0's poisson: -85.0601 valid_0's l1: 27.5709
[26] valid_0's poisson: -85.2219 valid_0's l1: 27.503
[27] valid_0's poisson: -85.384 valid_0's l1: 27.435
[28] valid_0's poisson: -85.544 valid_0's l1: 27.3671
[29] valid_0's poisson: -85.7019 valid_0's l1: 27.2996
[30] valid_0's poisson: -85.8553 valid_0's l1: 27.233
[31] valid_0's poisson: -86.006 valid_0's l1: 27.167
[32] valid_0's poisson: -86.1539 valid_0's l1: 27.1017
[33] valid_0's poisson: -86.3007 valid_0's l1: 27.0364
[34] valid_0's poisson: -86.4488 valid_0's l1: 26.9707
[35] valid_0's poisson: -86.5961 valid_0's l1: 26.9046
[36] valid_0's poisson: -86.7406 valid_0's l1: 26.8396
[37] valid_0's poisson: -86.8852 valid_0's l1: 26.7745
[38] valid_0's poisson: -87.0236 valid_0's l1: 26.7113
[39] valid_0's poisson: -87.1629 valid_0's l1: 26.6478
[40] valid_0's poisson: -87.3034 valid_0's l1: 26.5839
[41] valid_0's poisson: -87.4412 valid_0's l1: 26.5209
[42] valid_0's poisson: -87.5774 valid_0's l1: 26.4583
[43] valid_0's poisson: -87.7125 valid_0's l1: 26.3956
[44] valid_0's poisson: -87.8461 valid_0's l1: 26.3333
[45] valid_0's poisson: -87.978 valid_0's l1: 26.2712
[46] valid_0's poisson: -88.1075 valid_0's l1: 26.2102
[47] valid_0's poisson: -88.2363 valid_0's l1: 26.1488
[48] valid_0's poisson: -88.3704 valid_0's l1: 26.0864
[49] valid_0's poisson: -88.4953 valid_0's l1: 26.0268
[50] valid_0's poisson: -88.6263 valid_0's l1: 25.9651
[51] valid_0's poisson: -88.7557 valid_0's l1: 25.9038
[52] valid_0's poisson: -88.8848 valid_0's l1: 25.8421
[53] valid_0's poisson: -89.0123 valid_0's l1: 25.7807
[54] valid_0's poisson: -89.1382 valid_0's l1: 25.7197
[55] valid_0's poisson: -89.2575 valid_0's l1: 25.6604
[56] valid_0's poisson: -89.372 valid_0's l1: 25.6027
[57] valid_0's poisson: -89.4924 valid_0's l1: 25.5436
[58] valid_0's poisson: -89.6098 valid_0's l1: 25.4856
[59] valid_0's poisson: -89.7263 valid_0's l1: 25.4271
[60] valid_0's poisson: -89.8344 valid_0's l1: 25.3708
[61] valid_0's poisson: -89.944 valid_0's l1: 25.3146
[62] valid_0's poisson: -90.0564 valid_0's l1: 25.2575
[63] valid_0's poisson: -90.1671 valid_0's l1: 25.2009
[64] valid_0's poisson: -90.2802 valid_0's l1: 25.1435
[65] valid_0's poisson: -90.392 valid_0's l1: 25.0862
[66] valid_0's poisson: -90.5025 valid_0's l1: 25.0294
[67] valid_0's poisson: -90.6056 valid_0's l1: 24.9747
[68] valid_0's poisson: -90.7115 valid_0's l1: 24.9196
[69] valid_0's poisson: -90.8161 valid_0's l1: 24.8647
[70] valid_0's poisson: -90.9191 valid_0's l1: 24.8106
[71] valid_0's poisson: -91.0209 valid_0's l1: 24.7567
[72] valid_0's poisson: -91.1215 valid_0's l1: 24.7032
[73] valid_0's poisson: -91.2179 valid_0's l1: 24.651
[74] valid_0's poisson: -91.3127 valid_0's l1: 24.5992
[75] valid_0's poisson: -91.4095 valid_0's l1: 24.5466
[76] valid_0's poisson: -91.5053 valid_0's l1: 24.4943
[77] valid_0's poisson: -91.5999 valid_0's l1: 24.4425
[78] valid_0's poisson: -91.694 valid_0's l1: 24.3905
[79] valid_0's poisson: -91.7868 valid_0's l1: 24.3393
[80] valid_0's poisson: -91.8785 valid_0's l1: 24.2883
[81] valid_0's poisson: -91.9693 valid_0's l1: 24.2375
[82] valid_0's poisson: -92.0591 valid_0's l1: 24.1871
[83] valid_0's poisson: -92.148 valid_0's l1: 24.137
[84] valid_0's poisson: -92.2357 valid_0's l1: 24.0874
[85] valid_0's poisson: -92.3226 valid_0's l1: 24.0382
[86] valid_0's poisson: -92.4103 valid_0's l1: 23.989
[87] valid_0's poisson: -92.4861 valid_0's l1: 23.9436
[88] valid_0's poisson: -92.5713 valid_0's l1: 23.8951
[89] valid_0's poisson: -92.6557 valid_0's l1: 23.8466
[90] valid_0's poisson: -92.7405 valid_0's l1: 23.798
[91] valid_0's poisson: -92.8245 valid_0's l1: 23.7494
[92] valid_0's poisson: -92.9041 valid_0's l1: 23.7029
[93] valid_0's poisson: -92.9926 valid_0's l1: 23.6539
[94] valid_0's poisson: -93.0813 valid_0's l1: 23.6049
[95] valid_0's poisson: -93.1629 valid_0's l1: 23.5572
[96] valid_0's poisson: -93.2494 valid_0's l1: 23.5086
[97] valid_0's poisson: -93.3281 valid_0's l1: 23.4618
[98] valid_0's poisson: -93.4175 valid_0's l1: 23.4119
[99] valid_0's poisson: -93.4915 valid_0's l1: 23.3673
[100] valid_0's poisson: -93.5644 valid_0's l1: 23.3228
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.5967 valid_0's l1: 29.2819
[2] valid_0's poisson: -80.8083 valid_0's l1: 29.2079
[3] valid_0's poisson: -81.0167 valid_0's l1: 29.1343
[4] valid_0's poisson: -81.2221 valid_0's l1: 29.0609
[5] valid_0's poisson: -81.4245 valid_0's l1: 28.9878
[6] valid_0's poisson: -81.624 valid_0's l1: 28.915
[7] valid_0's poisson: -81.8207 valid_0's l1: 28.8426
[8] valid_0's poisson: -82.0238 valid_0's l1: 28.7691
[9] valid_0's poisson: -82.2239 valid_0's l1: 28.6959
[10] valid_0's poisson: -82.421 valid_0's l1: 28.6231
[11] valid_0's poisson: -82.6142 valid_0's l1: 28.5505
[12] valid_0's poisson: -82.8072 valid_0's l1: 28.4775
[13] valid_0's poisson: -82.9955 valid_0's l1: 28.4052
[14] valid_0's poisson: -83.1867 valid_0's l1: 28.332
[15] valid_0's poisson: -83.3691 valid_0's l1: 28.2609
[16] valid_0's poisson: -83.5524 valid_0's l1: 28.1888
[17] valid_0's poisson: -83.7331 valid_0's l1: 28.1171
[18] valid_0's poisson: -83.9109 valid_0's l1: 28.046
[19] valid_0's poisson: -84.0855 valid_0's l1: 27.9755
[20] valid_0's poisson: -84.2657 valid_0's l1: 27.9036
[21] valid_0's poisson: -84.442 valid_0's l1: 27.8323
[22] valid_0's poisson: -84.6159 valid_0's l1: 27.7614
[23] valid_0's poisson: -84.7817 valid_0's l1: 27.6919
[24] valid_0's poisson: -84.9453 valid_0's l1: 27.623
[25] valid_0's poisson: -85.1072 valid_0's l1: 27.5547
[26] valid_0's poisson: -85.274 valid_0's l1: 27.485
[27] valid_0's poisson: -85.4395 valid_0's l1: 27.4152
[28] valid_0's poisson: -85.6029 valid_0's l1: 27.3459
[29] valid_0's poisson: -85.7565 valid_0's l1: 27.2788
[30] valid_0's poisson: -85.9082 valid_0's l1: 27.2122
[31] valid_0's poisson: -86.0642 valid_0's l1: 27.1444
[32] valid_0's poisson: -86.2168 valid_0's l1: 27.0774
[33] valid_0's poisson: -86.3673 valid_0's l1: 27.0105
[34] valid_0's poisson: -86.5166 valid_0's l1: 26.9435
[35] valid_0's poisson: -86.664 valid_0's l1: 26.877
[36] valid_0's poisson: -86.8091 valid_0's l1: 26.812
[37] valid_0's poisson: -86.9537 valid_0's l1: 26.7471
[38] valid_0's poisson: -87.0998 valid_0's l1: 26.6818
[39] valid_0's poisson: -87.244 valid_0's l1: 26.6169
[40] valid_0's poisson: -87.3842 valid_0's l1: 26.553
[41] valid_0's poisson: -87.5231 valid_0's l1: 26.4889
[42] valid_0's poisson: -87.6599 valid_0's l1: 26.4257
[43] valid_0's poisson: -87.7953 valid_0's l1: 26.3625
[44] valid_0's poisson: -87.9443 valid_0's l1: 26.2972
[45] valid_0's poisson: -88.0912 valid_0's l1: 26.2323
[46] valid_0's poisson: -88.2279 valid_0's l1: 26.1687
[47] valid_0's poisson: -88.3628 valid_0's l1: 26.1056
[48] valid_0's poisson: -88.5009 valid_0's l1: 26.0429
[49] valid_0's poisson: -88.6325 valid_0's l1: 25.9808
[50] valid_0's poisson: -88.7605 valid_0's l1: 25.9196
[51] valid_0's poisson: -88.8869 valid_0's l1: 25.859
[52] valid_0's poisson: -89.0118 valid_0's l1: 25.7986
[53] valid_0's poisson: -89.1314 valid_0's l1: 25.7393
[54] valid_0's poisson: -89.2496 valid_0's l1: 25.6805
[55] valid_0's poisson: -89.3664 valid_0's l1: 25.6221
[56] valid_0's poisson: -89.4859 valid_0's l1: 25.5629
[57] valid_0's poisson: -89.606 valid_0's l1: 25.5035
[58] valid_0's poisson: -89.7227 valid_0's l1: 25.445
[59] valid_0's poisson: -89.8386 valid_0's l1: 25.3862
[60] valid_0's poisson: -89.9525 valid_0's l1: 25.3285
[61] valid_0's poisson: -90.0651 valid_0's l1: 25.2713
[62] valid_0's poisson: -90.1764 valid_0's l1: 25.2143
[63] valid_0's poisson: -90.2864 valid_0's l1: 25.1576
[64] valid_0's poisson: -90.39 valid_0's l1: 25.1021
[65] valid_0's poisson: -90.4977 valid_0's l1: 25.0456
[66] valid_0's poisson: -90.6041 valid_0's l1: 24.9897
[67] valid_0's poisson: -90.7047 valid_0's l1: 24.9357
[68] valid_0's poisson: -90.8163 valid_0's l1: 24.8792
[69] valid_0's poisson: -90.9191 valid_0's l1: 24.8248
[70] valid_0's poisson: -91.0208 valid_0's l1: 24.7706
[71] valid_0's poisson: -91.1215 valid_0's l1: 24.7169
[72] valid_0's poisson: -91.2212 valid_0's l1: 24.6633
[73] valid_0's poisson: -91.3158 valid_0's l1: 24.6111
[74] valid_0's poisson: -91.4156 valid_0's l1: 24.5577
[75] valid_0's poisson: -91.5096 valid_0's l1: 24.5058
[76] valid_0's poisson: -91.6026 valid_0's l1: 24.4541
[77] valid_0's poisson: -91.6947 valid_0's l1: 24.4027
[78] valid_0's poisson: -91.7857 valid_0's l1: 24.3515
[79] valid_0's poisson: -91.8758 valid_0's l1: 24.3006
[80] valid_0's poisson: -91.965 valid_0's l1: 24.2501
[81] valid_0's poisson: -92.0519 valid_0's l1: 24.2004
[82] valid_0's poisson: -92.1392 valid_0's l1: 24.1506
[83] valid_0's poisson: -92.2257 valid_0's l1: 24.1011
[84] valid_0's poisson: -92.3204 valid_0's l1: 24.0494
[85] valid_0's poisson: -92.4051 valid_0's l1: 24.0005
[86] valid_0's poisson: -92.4909 valid_0's l1: 23.9515
[87] valid_0's poisson: -92.5832 valid_0's l1: 23.9005
[88] valid_0's poisson: -92.6776 valid_0's l1: 23.8493
[89] valid_0's poisson: -92.7632 valid_0's l1: 23.8004
[90] valid_0's poisson: -92.8479 valid_0's l1: 23.7517
[91] valid_0's poisson: -92.9318 valid_0's l1: 23.7032
[92] valid_0's poisson: -93.0147 valid_0's l1: 23.656
[93] valid_0's poisson: -93.0917 valid_0's l1: 23.6104
[94] valid_0's poisson: -93.1763 valid_0's l1: 23.5617
[95] valid_0's poisson: -93.2519 valid_0's l1: 23.5164
[96] valid_0's poisson: -93.3267 valid_0's l1: 23.4714
[97] valid_0's poisson: -93.4008 valid_0's l1: 23.4266
[98] valid_0's poisson: -93.4895 valid_0's l1: 23.3775
[99] valid_0's poisson: -93.6239 valid_0's l1: 23.3213
[100] valid_0's poisson: -93.7617 valid_0's l1: 23.2642
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.6002 valid_0's l1: 29.2809
[2] valid_0's poisson: -80.8138 valid_0's l1: 29.207
[3] valid_0's poisson: -81.0252 valid_0's l1: 29.1324
[4] valid_0's poisson: -81.2335 valid_0's l1: 29.058
[5] valid_0's poisson: -81.4385 valid_0's l1: 28.9843
[6] valid_0's poisson: -81.6401 valid_0's l1: 28.9111
[7] valid_0's poisson: -81.8395 valid_0's l1: 28.8377
[8] valid_0's poisson: -82.0397 valid_0's l1: 28.7641
[9] valid_0's poisson: -82.2367 valid_0's l1: 28.6911
[10] valid_0's poisson: -82.4311 valid_0's l1: 28.6182
[11] valid_0's poisson: -82.6221 valid_0's l1: 28.5458
[12] valid_0's poisson: -82.811 valid_0's l1: 28.4734
[13] valid_0's poisson: -82.997 valid_0's l1: 28.4018
[14] valid_0's poisson: -83.1837 valid_0's l1: 28.3302
[15] valid_0's poisson: -83.3674 valid_0's l1: 28.259
[16] valid_0's poisson: -83.5491 valid_0's l1: 28.1876
[17] valid_0's poisson: -83.7304 valid_0's l1: 28.1159
[18] valid_0's poisson: -83.9069 valid_0's l1: 28.045
[19] valid_0's poisson: -84.081 valid_0's l1: 27.9746
[20] valid_0's poisson: -84.252 valid_0's l1: 27.9051
[21] valid_0's poisson: -84.4213 valid_0's l1: 27.8355
[22] valid_0's poisson: -84.5908 valid_0's l1: 27.7658
[23] valid_0's poisson: -84.7601 valid_0's l1: 27.6961
[24] valid_0's poisson: -84.9247 valid_0's l1: 27.6274
[25] valid_0's poisson: -85.0805 valid_0's l1: 27.5611
[26] valid_0's poisson: -85.2419 valid_0's l1: 27.4931
[27] valid_0's poisson: -85.4031 valid_0's l1: 27.4248
[28] valid_0's poisson: -85.5615 valid_0's l1: 27.3572
[29] valid_0's poisson: -85.7179 valid_0's l1: 27.2898
[30] valid_0's poisson: -85.8722 valid_0's l1: 27.223
[31] valid_0's poisson: -86.0246 valid_0's l1: 27.1569
[32] valid_0's poisson: -86.1792 valid_0's l1: 27.0902
[33] valid_0's poisson: -86.3276 valid_0's l1: 27.0247
[34] valid_0's poisson: -86.4783 valid_0's l1: 26.9588
[35] valid_0's poisson: -86.6231 valid_0's l1: 26.8938
[36] valid_0's poisson: -86.7661 valid_0's l1: 26.8292
[37] valid_0's poisson: -86.9102 valid_0's l1: 26.765
[38] valid_0's poisson: -87.0544 valid_0's l1: 26.6997
[39] valid_0's poisson: -87.1968 valid_0's l1: 26.6353
[40] valid_0's poisson: -87.3364 valid_0's l1: 26.5711
[41] valid_0's poisson: -87.4743 valid_0's l1: 26.5073
[42] valid_0's poisson: -87.6147 valid_0's l1: 26.4432
[43] valid_0's poisson: -87.7533 valid_0's l1: 26.3797
[44] valid_0's poisson: -87.8902 valid_0's l1: 26.3165
[45] valid_0's poisson: -88.0251 valid_0's l1: 26.2538
[46] valid_0's poisson: -88.1584 valid_0's l1: 26.1914
[47] valid_0's poisson: -88.2932 valid_0's l1: 26.1285
[48] valid_0's poisson: -88.4283 valid_0's l1: 26.065
[49] valid_0's poisson: -88.5616 valid_0's l1: 26.0023
[50] valid_0's poisson: -88.6933 valid_0's l1: 25.9398
[51] valid_0's poisson: -88.8235 valid_0's l1: 25.8776
[52] valid_0's poisson: -88.9516 valid_0's l1: 25.8159
[53] valid_0's poisson: -89.0781 valid_0's l1: 25.7546
[54] valid_0's poisson: -89.1988 valid_0's l1: 25.6951
[55] valid_0's poisson: -89.3181 valid_0's l1: 25.636
[56] valid_0's poisson: -89.4372 valid_0's l1: 25.5768
[57] valid_0's poisson: -89.5579 valid_0's l1: 25.5173
[58] valid_0's poisson: -89.6693 valid_0's l1: 25.4598
[59] valid_0's poisson: -89.786 valid_0's l1: 25.4013
[60] valid_0's poisson: -89.895 valid_0's l1: 25.3444
[61] valid_0's poisson: -90.0027 valid_0's l1: 25.2883
[62] valid_0's poisson: -90.1093 valid_0's l1: 25.2324
[63] valid_0's poisson: -90.2218 valid_0's l1: 25.1752
[64] valid_0's poisson: -90.3311 valid_0's l1: 25.1189
[65] valid_0's poisson: -90.4391 valid_0's l1: 25.0628
[66] valid_0's poisson: -90.5459 valid_0's l1: 25.0069
[67] valid_0's poisson: -90.6513 valid_0's l1: 24.9519
[68] valid_0's poisson: -90.7556 valid_0's l1: 24.8973
[69] valid_0's poisson: -90.8587 valid_0's l1: 24.8429
[70] valid_0's poisson: -90.9606 valid_0's l1: 24.7889
[71] valid_0's poisson: -91.0597 valid_0's l1: 24.7359
[72] valid_0's poisson: -91.1577 valid_0's l1: 24.683
[73] valid_0's poisson: -91.2597 valid_0's l1: 24.6292
[74] valid_0's poisson: -91.3606 valid_0's l1: 24.5756
[75] valid_0's poisson: -91.4602 valid_0's l1: 24.5223
[76] valid_0's poisson: -91.5557 valid_0's l1: 24.47
[77] valid_0's poisson: -91.6501 valid_0's l1: 24.4183
[78] valid_0's poisson: -91.7395 valid_0's l1: 24.3676
[79] valid_0's poisson: -91.8279 valid_0's l1: 24.3174
[80] valid_0's poisson: -91.9154 valid_0's l1: 24.2675
[81] valid_0's poisson: -92.002 valid_0's l1: 24.2178
[82] valid_0's poisson: -92.0916 valid_0's l1: 24.1674
[83] valid_0's poisson: -92.1899 valid_0's l1: 24.1148
[84] valid_0's poisson: -92.2918 valid_0's l1: 24.0613
[85] valid_0's poisson: -92.3815 valid_0's l1: 24.0111
[86] valid_0's poisson: -92.4766 valid_0's l1: 23.9595
[87] valid_0's poisson: -92.5717 valid_0's l1: 23.9077
[88] valid_0's poisson: -92.6657 valid_0's l1: 23.8564
[89] valid_0's poisson: -92.7587 valid_0's l1: 23.8053
[90] valid_0's poisson: -92.8434 valid_0's l1: 23.7566
[91] valid_0's poisson: -92.9273 valid_0's l1: 23.7083
[92] valid_0's poisson: -93.018 valid_0's l1: 23.6577
[93] valid_0's poisson: -93.1022 valid_0's l1: 23.6091
[94] valid_0's poisson: -93.1911 valid_0's l1: 23.559
[95] valid_0's poisson: -93.2735 valid_0's l1: 23.5109
[96] valid_0's poisson: -93.3535 valid_0's l1: 23.4638
[97] valid_0's poisson: -93.4317 valid_0's l1: 23.4178
[98] valid_0's poisson: -93.5151 valid_0's l1: 23.3696
[99] valid_0's poisson: -93.5987 valid_0's l1: 23.3214
[100] valid_0's poisson: -93.6816 valid_0's l1: 23.2734
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=5; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.5996 valid_0's l1: 29.2813
[2] valid_0's poisson: -80.8161 valid_0's l1: 29.2067
[3] valid_0's poisson: -81.0307 valid_0's l1: 29.1317
[4] valid_0's poisson: -81.2408 valid_0's l1: 29.0577
[5] valid_0's poisson: -81.4477 valid_0's l1: 28.984
[6] valid_0's poisson: -81.6516 valid_0's l1: 28.9106
[7] valid_0's poisson: -81.8499 valid_0's l1: 28.8378
[8] valid_0's poisson: -82.0578 valid_0's l1: 28.7632
[9] valid_0's poisson: -82.2627 valid_0's l1: 28.6888
[10] valid_0's poisson: -82.4645 valid_0's l1: 28.6147
[11] valid_0's poisson: -82.6632 valid_0's l1: 28.541
[12] valid_0's poisson: -82.859 valid_0's l1: 28.4676
[13] valid_0's poisson: -83.0463 valid_0's l1: 28.3958
[14] valid_0's poisson: -83.2365 valid_0's l1: 28.323
[15] valid_0's poisson: -83.424 valid_0's l1: 28.2504
[16] valid_0's poisson: -83.6066 valid_0's l1: 28.1792
[17] valid_0's poisson: -83.7827 valid_0's l1: 28.109
[18] valid_0's poisson: -83.9624 valid_0's l1: 28.0378
[19] valid_0's poisson: -84.1414 valid_0's l1: 27.9664
[20] valid_0's poisson: -84.318 valid_0's l1: 27.8953
[21] valid_0's poisson: -84.4884 valid_0's l1: 27.8248
[22] valid_0's poisson: -84.6602 valid_0's l1: 27.7543
[23] valid_0's poisson: -84.8297 valid_0's l1: 27.684
[24] valid_0's poisson: -84.9969 valid_0's l1: 27.6148
[25] valid_0's poisson: -85.1663 valid_0's l1: 27.5456
[26] valid_0's poisson: -85.3283 valid_0's l1: 27.4781
[27] valid_0's poisson: -85.4975 valid_0's l1: 27.4084
[28] valid_0's poisson: -85.6644 valid_0's l1: 27.339
[29] valid_0's poisson: -85.8213 valid_0's l1: 27.2716
[30] valid_0's poisson: -85.9747 valid_0's l1: 27.2049
[31] valid_0's poisson: -86.1304 valid_0's l1: 27.1377
[32] valid_0's poisson: -86.284 valid_0's l1: 27.0709
[33] valid_0's poisson: -86.4278 valid_0's l1: 27.0068
[34] valid_0's poisson: -86.5851 valid_0's l1: 26.9392
[35] valid_0's poisson: -86.7266 valid_0's l1: 26.8751
[36] valid_0's poisson: -86.8725 valid_0's l1: 26.8099
[37] valid_0's poisson: -87.0106 valid_0's l1: 26.7466
[38] valid_0's poisson: -87.1516 valid_0's l1: 26.6829
[39] valid_0's poisson: -87.2927 valid_0's l1: 26.6186
[40] valid_0's poisson: -87.432 valid_0's l1: 26.5546
[41] valid_0's poisson: -87.5772 valid_0's l1: 26.489
[42] valid_0's poisson: -87.7114 valid_0's l1: 26.4262
[43] valid_0's poisson: -87.8427 valid_0's l1: 26.3642
[44] valid_0's poisson: -87.9801 valid_0's l1: 26.3008
[45] valid_0's poisson: -88.1158 valid_0's l1: 26.2376
[46] valid_0's poisson: -88.2496 valid_0's l1: 26.1753
[47] valid_0's poisson: -88.3818 valid_0's l1: 26.1134
[48] valid_0's poisson: -88.5058 valid_0's l1: 26.0534
[49] valid_0's poisson: -88.6345 valid_0's l1: 25.9925
[50] valid_0's poisson: -88.7556 valid_0's l1: 25.9332
[51] valid_0's poisson: -88.8792 valid_0's l1: 25.8732
[52] valid_0's poisson: -88.9971 valid_0's l1: 25.8143
[53] valid_0's poisson: -89.12 valid_0's l1: 25.7546
[54] valid_0's poisson: -89.2311 valid_0's l1: 25.6979
[55] valid_0's poisson: -89.3513 valid_0's l1: 25.6387
[56] valid_0's poisson: -89.4641 valid_0's l1: 25.5812
[57] valid_0's poisson: -89.5716 valid_0's l1: 25.5253
[58] valid_0's poisson: -89.6824 valid_0's l1: 25.4681
[59] valid_0's poisson: -89.7958 valid_0's l1: 25.4101
[60] valid_0's poisson: -89.9083 valid_0's l1: 25.353
[61] valid_0's poisson: -90.0191 valid_0's l1: 25.2966
[62] valid_0's poisson: -90.1294 valid_0's l1: 25.2401
[63] valid_0's poisson: -90.2398 valid_0's l1: 25.1838
[64] valid_0's poisson: -90.3431 valid_0's l1: 25.1289
[65] valid_0's poisson: -90.4455 valid_0's l1: 25.075
[66] valid_0's poisson: -90.5504 valid_0's l1: 25.0202
[67] valid_0's poisson: -90.6509 valid_0's l1: 24.9663
[68] valid_0's poisson: -90.7552 valid_0's l1: 24.9117
[69] valid_0's poisson: -90.8569 valid_0's l1: 24.8576
[70] valid_0's poisson: -90.9536 valid_0's l1: 24.8047
[71] valid_0's poisson: -91.0543 valid_0's l1: 24.751
[72] valid_0's poisson: -91.1627 valid_0's l1: 24.6955
[73] valid_0's poisson: -91.2546 valid_0's l1: 24.6446
[74] valid_0's poisson: -91.3478 valid_0's l1: 24.593
[75] valid_0's poisson: -91.4384 valid_0's l1: 24.5422
[76] valid_0's poisson: -91.5376 valid_0's l1: 24.4887
[77] valid_0's poisson: -91.6259 valid_0's l1: 24.4385
[78] valid_0's poisson: -91.7152 valid_0's l1: 24.3881
[79] valid_0's poisson: -91.8036 valid_0's l1: 24.3384
[80] valid_0's poisson: -91.8908 valid_0's l1: 24.2892
[81] valid_0's poisson: -91.9823 valid_0's l1: 24.238
[82] valid_0's poisson: -92.0729 valid_0's l1: 24.1869
[83] valid_0's poisson: -92.1626 valid_0's l1: 24.1363
[84] valid_0's poisson: -92.2469 valid_0's l1: 24.0875
[85] valid_0's poisson: -92.3349 valid_0's l1: 24.0373
[86] valid_0's poisson: -92.4177 valid_0's l1: 23.9896
[87] valid_0's poisson: -92.5009 valid_0's l1: 23.942
[88] valid_0's poisson: -92.5831 valid_0's l1: 23.8946
[89] valid_0's poisson: -92.6627 valid_0's l1: 23.8478
[90] valid_0's poisson: -92.7414 valid_0's l1: 23.8012
[91] valid_0's poisson: -92.8194 valid_0's l1: 23.7549
[92] valid_0's poisson: -92.8989 valid_0's l1: 23.7087
[93] valid_0's poisson: -92.9845 valid_0's l1: 23.66
[94] valid_0's poisson: -93.0606 valid_0's l1: 23.6147
[95] valid_0's poisson: -93.1446 valid_0's l1: 23.5664
[96] valid_0's poisson: -93.221 valid_0's l1: 23.5211
[97] valid_0's poisson: -93.2966 valid_0's l1: 23.4761
[98] valid_0's poisson: -93.3809 valid_0's l1: 23.4276
[99] valid_0's poisson: -93.4551 valid_0's l1: 23.3832
[100] valid_0's poisson: -93.5413 valid_0's l1: 23.3354
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.6001 valid_0's l1: 29.281
[2] valid_0's poisson: -80.8148 valid_0's l1: 29.2059
[3] valid_0's poisson: -81.0262 valid_0's l1: 29.1312
[4] valid_0's poisson: -81.2346 valid_0's l1: 29.0567
[5] valid_0's poisson: -81.4399 valid_0's l1: 28.9826
[6] valid_0's poisson: -81.6422 valid_0's l1: 28.9087
[7] valid_0's poisson: -81.8416 valid_0's l1: 28.8352
[8] valid_0's poisson: -82.0368 valid_0's l1: 28.7629
[9] valid_0's poisson: -82.2387 valid_0's l1: 28.6886
[10] valid_0's poisson: -82.4377 valid_0's l1: 28.6146
[11] valid_0's poisson: -82.6337 valid_0's l1: 28.5408
[12] valid_0's poisson: -82.8192 valid_0's l1: 28.4689
[13] valid_0's poisson: -83.0099 valid_0's l1: 28.396
[14] valid_0's poisson: -83.1926 valid_0's l1: 28.3256
[15] valid_0's poisson: -83.3726 valid_0's l1: 28.2555
[16] valid_0's poisson: -83.5507 valid_0's l1: 28.1854
[17] valid_0's poisson: -83.7257 valid_0's l1: 28.1159
[18] valid_0's poisson: -83.8989 valid_0's l1: 28.0463
[19] valid_0's poisson: -84.0781 valid_0's l1: 27.9755
[20] valid_0's poisson: -84.2528 valid_0's l1: 27.9052
[21] valid_0's poisson: -84.4186 valid_0's l1: 27.8374
[22] valid_0's poisson: -84.5822 valid_0's l1: 27.77
[23] valid_0's poisson: -84.744 valid_0's l1: 27.7025
[24] valid_0's poisson: -84.9032 valid_0's l1: 27.6356
[25] valid_0's poisson: -85.0606 valid_0's l1: 27.5688
[26] valid_0's poisson: -85.2153 valid_0's l1: 27.5028
[27] valid_0's poisson: -85.3685 valid_0's l1: 27.4371
[28] valid_0's poisson: -85.5319 valid_0's l1: 27.3681
[29] valid_0's poisson: -85.6858 valid_0's l1: 27.3025
[30] valid_0's poisson: -85.8382 valid_0's l1: 27.2367
[31] valid_0's poisson: -85.988 valid_0's l1: 27.1716
[32] valid_0's poisson: -86.1368 valid_0's l1: 27.1064
[33] valid_0's poisson: -86.2828 valid_0's l1: 27.0419
[34] valid_0's poisson: -86.4275 valid_0's l1: 26.9777
[35] valid_0's poisson: -86.5777 valid_0's l1: 26.9112
[36] valid_0's poisson: -86.7165 valid_0's l1: 26.8478
[37] valid_0's poisson: -86.8629 valid_0's l1: 26.7822
[38] valid_0's poisson: -86.9989 valid_0's l1: 26.7194
[39] valid_0's poisson: -87.1355 valid_0's l1: 26.6568
[40] valid_0's poisson: -87.2704 valid_0's l1: 26.5945
[41] valid_0's poisson: -87.4032 valid_0's l1: 26.533
[42] valid_0's poisson: -87.5344 valid_0's l1: 26.4717
[43] valid_0's poisson: -87.6639 valid_0's l1: 26.4109
[44] valid_0's poisson: -87.7919 valid_0's l1: 26.3506
[45] valid_0's poisson: -87.9186 valid_0's l1: 26.2899
[46] valid_0's poisson: -88.0423 valid_0's l1: 26.2297
[47] valid_0's poisson: -88.1658 valid_0's l1: 26.1701
[48] valid_0's poisson: -88.2878 valid_0's l1: 26.1106
[49] valid_0's poisson: -88.4084 valid_0's l1: 26.0519
[50] valid_0's poisson: -88.5298 valid_0's l1: 25.992
[51] valid_0's poisson: -88.6509 valid_0's l1: 25.9325
[52] valid_0's poisson: -88.777 valid_0's l1: 25.8723
[53] valid_0's poisson: -88.8958 valid_0's l1: 25.8135
[54] valid_0's poisson: -89.0104 valid_0's l1: 25.7561
[55] valid_0's poisson: -89.126 valid_0's l1: 25.6978
[56] valid_0's poisson: -89.2414 valid_0's l1: 25.6394
[57] valid_0's poisson: -89.3567 valid_0's l1: 25.5815
[58] valid_0's poisson: -89.4664 valid_0's l1: 25.5251
[59] valid_0's poisson: -89.5803 valid_0's l1: 25.4674
[60] valid_0's poisson: -89.6929 valid_0's l1: 25.41
[61] valid_0's poisson: -89.8043 valid_0's l1: 25.3528
[62] valid_0's poisson: -89.9186 valid_0's l1: 25.2952
[63] valid_0's poisson: -90.0317 valid_0's l1: 25.2378
[64] valid_0's poisson: -90.1436 valid_0's l1: 25.181
[65] valid_0's poisson: -90.2515 valid_0's l1: 25.1257
[66] valid_0's poisson: -90.3535 valid_0's l1: 25.0718
[67] valid_0's poisson: -90.4593 valid_0's l1: 25.0166
[68] valid_0's poisson: -90.559 valid_0's l1: 24.9634
[69] valid_0's poisson: -90.6624 valid_0's l1: 24.9094
[70] valid_0's poisson: -90.7659 valid_0's l1: 24.8559
[71] valid_0's poisson: -90.8729 valid_0's l1: 24.8003
[72] valid_0's poisson: -90.9787 valid_0's l1: 24.745
[73] valid_0's poisson: -91.0798 valid_0's l1: 24.6916
[74] valid_0's poisson: -91.1806 valid_0's l1: 24.6379
[75] valid_0's poisson: -91.2876 valid_0's l1: 24.5835
[76] valid_0's poisson: -91.3781 valid_0's l1: 24.5328
[77] valid_0's poisson: -91.4665 valid_0's l1: 24.483
[78] valid_0's poisson: -91.5665 valid_0's l1: 24.4302
[79] valid_0's poisson: -91.661 valid_0's l1: 24.378
[80] valid_0's poisson: -91.7563 valid_0's l1: 24.326
[81] valid_0's poisson: -91.8483 valid_0's l1: 24.2755
[82] valid_0's poisson: -91.9476 valid_0's l1: 24.2237
[83] valid_0's poisson: -92.0462 valid_0's l1: 24.1721
[84] valid_0's poisson: -92.1438 valid_0's l1: 24.1207
[85] valid_0's poisson: -92.2351 valid_0's l1: 24.0702
[86] valid_0's poisson: -92.322 valid_0's l1: 24.0204
[87] valid_0's poisson: -92.4082 valid_0's l1: 23.9711
[88] valid_0's poisson: -92.4933 valid_0's l1: 23.9222
[89] valid_0's poisson: -92.5832 valid_0's l1: 23.8726
[90] valid_0's poisson: -92.6676 valid_0's l1: 23.8245
[91] valid_0's poisson: -92.7519 valid_0's l1: 23.7762
[92] valid_0's poisson: -92.8388 valid_0's l1: 23.7274
[93] valid_0's poisson: -92.923 valid_0's l1: 23.6792
[94] valid_0's poisson: -93.0063 valid_0's l1: 23.6313
[95] valid_0's poisson: -93.0887 valid_0's l1: 23.5833
[96] valid_0's poisson: -93.1679 valid_0's l1: 23.5367
[97] valid_0's poisson: -93.2464 valid_0's l1: 23.4906
[98] valid_0's poisson: -93.326 valid_0's l1: 23.444
[99] valid_0's poisson: -93.4002 valid_0's l1: 23.3994
[100] valid_0's poisson: -93.5161 valid_0's l1: 23.3475
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.889 valid_0's l1: 18.1966
[2] valid_0's poisson: -98.3851 valid_0's l1: 15.0368
[3] valid_0's poisson: -105.068 valid_0's l1: 13.3179
[4] valid_0's poisson: -104.481 valid_0's l1: 12.9202
[5] valid_0's poisson: -101.992 valid_0's l1: 12.7618
[6] valid_0's poisson: -102.867 valid_0's l1: 11.8294
[7] valid_0's poisson: -102.428 valid_0's l1: 11.6541
[8] valid_0's poisson: -102.079 valid_0's l1: 11.6124
[9] valid_0's poisson: -101.574 valid_0's l1: 11.5574
[10] valid_0's poisson: -101.355 valid_0's l1: 11.5582
[11] valid_0's poisson: -101.296 valid_0's l1: 11.4443
[12] valid_0's poisson: -101.634 valid_0's l1: 11.3866
[13] valid_0's poisson: -101.524 valid_0's l1: 11.3881
[14] valid_0's poisson: -101.758 valid_0's l1: 11.3822
[15] valid_0's poisson: -101.869 valid_0's l1: 11.402
[16] valid_0's poisson: -102.174 valid_0's l1: 11.4024
[17] valid_0's poisson: -101.971 valid_0's l1: 11.3477
[18] valid_0's poisson: -102.053 valid_0's l1: 11.3272
[19] valid_0's poisson: -102.307 valid_0's l1: 11.3284
[20] valid_0's poisson: -102.26 valid_0's l1: 11.3179
[21] valid_0's poisson: -102.185 valid_0's l1: 11.3222
[22] valid_0's poisson: -101.862 valid_0's l1: 11.3304
[23] valid_0's poisson: -101.805 valid_0's l1: 11.3434
[24] valid_0's poisson: -101.888 valid_0's l1: 11.3192
[25] valid_0's poisson: -101.974 valid_0's l1: 11.3288
[26] valid_0's poisson: -101.845 valid_0's l1: 11.2868
[27] valid_0's poisson: -102.017 valid_0's l1: 11.2522
[28] valid_0's poisson: -101.829 valid_0's l1: 11.2368
[29] valid_0's poisson: -101.925 valid_0's l1: 11.2593
[30] valid_0's poisson: -101.763 valid_0's l1: 11.2511
[31] valid_0's poisson: -101.591 valid_0's l1: 11.2386
[32] valid_0's poisson: -101.517 valid_0's l1: 11.2323
[33] valid_0's poisson: -101.444 valid_0's l1: 11.2312
[34] valid_0's poisson: -101.355 valid_0's l1: 11.1735
[35] valid_0's poisson: -101.003 valid_0's l1: 11.1893
[36] valid_0's poisson: -101.062 valid_0's l1: 11.1863
[37] valid_0's poisson: -100.936 valid_0's l1: 11.1822
[38] valid_0's poisson: -101.38 valid_0's l1: 11.1951
[39] valid_0's poisson: -101.465 valid_0's l1: 11.2081
[40] valid_0's poisson: -101.421 valid_0's l1: 11.1919
[41] valid_0's poisson: -101.112 valid_0's l1: 11.1802
[42] valid_0's poisson: -101.008 valid_0's l1: 11.1918
[43] valid_0's poisson: -100.937 valid_0's l1: 11.1592
[44] valid_0's poisson: -101.283 valid_0's l1: 11.1148
[45] valid_0's poisson: -101.259 valid_0's l1: 11.1041
[46] valid_0's poisson: -101.127 valid_0's l1: 11.1073
[47] valid_0's poisson: -101.048 valid_0's l1: 11.122
[48] valid_0's poisson: -101.039 valid_0's l1: 11.1027
[49] valid_0's poisson: -101.019 valid_0's l1: 11.0966
[50] valid_0's poisson: -101.435 valid_0's l1: 11.0779
[51] valid_0's poisson: -101.619 valid_0's l1: 11.0693
[52] valid_0's poisson: -101.267 valid_0's l1: 11.0732
[53] valid_0's poisson: -100.955 valid_0's l1: 11.0069
[54] valid_0's poisson: -101.227 valid_0's l1: 10.9822
[55] valid_0's poisson: -101.173 valid_0's l1: 10.9712
[56] valid_0's poisson: -101.214 valid_0's l1: 10.9702
[57] valid_0's poisson: -101.25 valid_0's l1: 10.98
[58] valid_0's poisson: -100.921 valid_0's l1: 10.9804
[59] valid_0's poisson: -100.899 valid_0's l1: 10.9821
[60] valid_0's poisson: -100.876 valid_0's l1: 10.9932
[61] valid_0's poisson: -100.756 valid_0's l1: 10.9849
[62] valid_0's poisson: -100.941 valid_0's l1: 10.9589
[63] valid_0's poisson: -100.894 valid_0's l1: 10.9499
[64] valid_0's poisson: -101.005 valid_0's l1: 10.9498
[65] valid_0's poisson: -101.022 valid_0's l1: 10.948
[66] valid_0's poisson: -101.019 valid_0's l1: 10.9495
[67] valid_0's poisson: -100.88 valid_0's l1: 10.9516
[68] valid_0's poisson: -100.683 valid_0's l1: 10.9622
[69] valid_0's poisson: -100.854 valid_0's l1: 10.9473
[70] valid_0's poisson: -100.546 valid_0's l1: 10.9751
[71] valid_0's poisson: -100.763 valid_0's l1: 10.9694
[72] valid_0's poisson: -100.944 valid_0's l1: 10.9488
[73] valid_0's poisson: -100.866 valid_0's l1: 10.9428
[74] valid_0's poisson: -100.77 valid_0's l1: 10.9877
[75] valid_0's poisson: -100.854 valid_0's l1: 11.0313
[76] valid_0's poisson: -100.696 valid_0's l1: 11.0264
[77] valid_0's poisson: -100.647 valid_0's l1: 11.0304
[78] valid_0's poisson: -100.667 valid_0's l1: 11.0301
[79] valid_0's poisson: -100.728 valid_0's l1: 11.035
[80] valid_0's poisson: -100.735 valid_0's l1: 11.0337
[81] valid_0's poisson: -100.74 valid_0's l1: 11.0251
[82] valid_0's poisson: -100.754 valid_0's l1: 11.0104
[83] valid_0's poisson: -100.801 valid_0's l1: 11.0133
[84] valid_0's poisson: -100.674 valid_0's l1: 11.0352
[85] valid_0's poisson: -100.717 valid_0's l1: 11.0325
[86] valid_0's poisson: -101.081 valid_0's l1: 11.0321
[87] valid_0's poisson: -100.92 valid_0's l1: 11.0483
[88] valid_0's poisson: -100.863 valid_0's l1: 11.0491
[89] valid_0's poisson: -100.911 valid_0's l1: 11.0541
[90] valid_0's poisson: -100.613 valid_0's l1: 11.0279
[91] valid_0's poisson: -100.339 valid_0's l1: 11.034
[92] valid_0's poisson: -100.428 valid_0's l1: 11.0283
[93] valid_0's poisson: -100.373 valid_0's l1: 11.025
[94] valid_0's poisson: -100.241 valid_0's l1: 11.0219
[95] valid_0's poisson: -100.238 valid_0's l1: 11.0297
[96] valid_0's poisson: -100.312 valid_0's l1: 11.0197
[97] valid_0's poisson: -100.299 valid_0's l1: 11.0213
[98] valid_0's poisson: -100.136 valid_0's l1: 11.0208
[99] valid_0's poisson: -100.188 valid_0's l1: 11.0345
[100] valid_0's poisson: -100.265 valid_0's l1: 11.0361
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -102.018 valid_0's l1: 17.7588
[2] valid_0's poisson: -99.8518 valid_0's l1: 14.1184
[3] valid_0's poisson: -103.689 valid_0's l1: 13.1848
[4] valid_0's poisson: -104.404 valid_0's l1: 12.697
[5] valid_0's poisson: -104.773 valid_0's l1: 12.2748
[6] valid_0's poisson: -103.924 valid_0's l1: 12.2886
[7] valid_0's poisson: -104.034 valid_0's l1: 12.0199
[8] valid_0's poisson: -103.775 valid_0's l1: 11.9633
[9] valid_0's poisson: -103.622 valid_0's l1: 11.9794
[10] valid_0's poisson: -104.289 valid_0's l1: 11.935
[11] valid_0's poisson: -103.809 valid_0's l1: 11.8738
[12] valid_0's poisson: -103.472 valid_0's l1: 11.8528
[13] valid_0's poisson: -103.667 valid_0's l1: 11.862
[14] valid_0's poisson: -104.133 valid_0's l1: 11.6952
[15] valid_0's poisson: -103.901 valid_0's l1: 11.6972
[16] valid_0's poisson: -103.68 valid_0's l1: 11.599
[17] valid_0's poisson: -103.772 valid_0's l1: 11.5977
[18] valid_0's poisson: -103.793 valid_0's l1: 11.5757
[19] valid_0's poisson: -103.834 valid_0's l1: 11.6047
[20] valid_0's poisson: -103.137 valid_0's l1: 11.6206
[21] valid_0's poisson: -103.415 valid_0's l1: 11.6321
[22] valid_0's poisson: -103.535 valid_0's l1: 11.5884
[23] valid_0's poisson: -103.4 valid_0's l1: 11.5762
[24] valid_0's poisson: -103.562 valid_0's l1: 11.5772
[25] valid_0's poisson: -103.258 valid_0's l1: 11.597
[26] valid_0's poisson: -103.215 valid_0's l1: 11.5665
[27] valid_0's poisson: -103.156 valid_0's l1: 11.5952
[28] valid_0's poisson: -103.112 valid_0's l1: 11.6057
[29] valid_0's poisson: -102.941 valid_0's l1: 11.6551
[30] valid_0's poisson: -102.876 valid_0's l1: 11.6567
[31] valid_0's poisson: -102.97 valid_0's l1: 11.6477
[32] valid_0's poisson: -102.956 valid_0's l1: 11.6311
[33] valid_0's poisson: -103.042 valid_0's l1: 11.6433
[34] valid_0's poisson: -102.731 valid_0's l1: 11.6428
[35] valid_0's poisson: -103.037 valid_0's l1: 11.6379
[36] valid_0's poisson: -102.941 valid_0's l1: 11.6186
[37] valid_0's poisson: -103.049 valid_0's l1: 11.5619
[38] valid_0's poisson: -102.85 valid_0's l1: 11.5856
[39] valid_0's poisson: -102.743 valid_0's l1: 11.6049
[40] valid_0's poisson: -102.575 valid_0's l1: 11.588
[41] valid_0's poisson: -102.434 valid_0's l1: 11.5697
[42] valid_0's poisson: -102.41 valid_0's l1: 11.5685
[43] valid_0's poisson: -102.393 valid_0's l1: 11.5669
[44] valid_0's poisson: -102.453 valid_0's l1: 11.5754
[45] valid_0's poisson: -102.365 valid_0's l1: 11.5876
[46] valid_0's poisson: -102.44 valid_0's l1: 11.5862
[47] valid_0's poisson: -102.632 valid_0's l1: 11.5907
[48] valid_0's poisson: -102.463 valid_0's l1: 11.6023
[49] valid_0's poisson: -102.494 valid_0's l1: 11.5793
[50] valid_0's poisson: -102.446 valid_0's l1: 11.5769
[51] valid_0's poisson: -102.477 valid_0's l1: 11.5675
[52] valid_0's poisson: -102.219 valid_0's l1: 11.5664
[53] valid_0's poisson: -102.274 valid_0's l1: 11.5517
[54] valid_0's poisson: -102.325 valid_0's l1: 11.5575
[55] valid_0's poisson: -102.301 valid_0's l1: 11.5538
[56] valid_0's poisson: -102.02 valid_0's l1: 11.5769
[57] valid_0's poisson: -101.746 valid_0's l1: 11.5726
[58] valid_0's poisson: -101.654 valid_0's l1: 11.5657
[59] valid_0's poisson: -101.85 valid_0's l1: 11.5747
[60] valid_0's poisson: -101.499 valid_0's l1: 11.5691
[61] valid_0's poisson: -101.588 valid_0's l1: 11.5709
[62] valid_0's poisson: -101.537 valid_0's l1: 11.5662
[63] valid_0's poisson: -101.507 valid_0's l1: 11.5647
[64] valid_0's poisson: -101.492 valid_0's l1: 11.5719
[65] valid_0's poisson: -101.721 valid_0's l1: 11.5606
[66] valid_0's poisson: -101.615 valid_0's l1: 11.5571
[67] valid_0's poisson: -101.626 valid_0's l1: 11.546
[68] valid_0's poisson: -101.69 valid_0's l1: 11.5507
[69] valid_0's poisson: -101.615 valid_0's l1: 11.5222
[70] valid_0's poisson: -101.7 valid_0's l1: 11.5134
[71] valid_0's poisson: -101.491 valid_0's l1: 11.4934
[72] valid_0's poisson: -101.385 valid_0's l1: 11.4743
[73] valid_0's poisson: -101.381 valid_0's l1: 11.4708
[74] valid_0's poisson: -100.989 valid_0's l1: 11.4651
[75] valid_0's poisson: -101.371 valid_0's l1: 11.4607
[76] valid_0's poisson: -101.119 valid_0's l1: 11.4443
[77] valid_0's poisson: -101.159 valid_0's l1: 11.4415
[78] valid_0's poisson: -101.144 valid_0's l1: 11.4411
[79] valid_0's poisson: -100.519 valid_0's l1: 11.4487
[80] valid_0's poisson: -100.751 valid_0's l1: 11.4414
[81] valid_0's poisson: -100.795 valid_0's l1: 11.4544
[82] valid_0's poisson: -100.655 valid_0's l1: 11.4517
[83] valid_0's poisson: -100.75 valid_0's l1: 11.4539
[84] valid_0's poisson: -100.895 valid_0's l1: 11.4582
[85] valid_0's poisson: -100.743 valid_0's l1: 11.4583
[86] valid_0's poisson: -100.564 valid_0's l1: 11.4577
[87] valid_0's poisson: -100.482 valid_0's l1: 11.4601
[88] valid_0's poisson: -100.457 valid_0's l1: 11.4635
[89] valid_0's poisson: -100.335 valid_0's l1: 11.4635
[90] valid_0's poisson: -100.385 valid_0's l1: 11.4695
[91] valid_0's poisson: -100.338 valid_0's l1: 11.4762
[92] valid_0's poisson: -100.269 valid_0's l1: 11.48
[93] valid_0's poisson: -100.014 valid_0's l1: 11.5016
[94] valid_0's poisson: -99.9532 valid_0's l1: 11.4797
[95] valid_0's poisson: -100.111 valid_0's l1: 11.4801
[96] valid_0's poisson: -100.099 valid_0's l1: 11.4831
[97] valid_0's poisson: -100.136 valid_0's l1: 11.4842
[98] valid_0's poisson: -100.119 valid_0's l1: 11.4898
[99] valid_0's poisson: -100.123 valid_0's l1: 11.4946
[100] valid_0's poisson: -100.086 valid_0's l1: 11.4876
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.971 valid_0's l1: 18.1415
[2] valid_0's poisson: -99.6757 valid_0's l1: 14.645
[3] valid_0's poisson: -101.31 valid_0's l1: 13.4023
[4] valid_0's poisson: -100.359 valid_0's l1: 12.9823
[5] valid_0's poisson: -99.7117 valid_0's l1: 12.9367
[6] valid_0's poisson: -101.138 valid_0's l1: 12.5852
[7] valid_0's poisson: -100.687 valid_0's l1: 12.4215
[8] valid_0's poisson: -100.976 valid_0's l1: 12.4056
[9] valid_0's poisson: -101.295 valid_0's l1: 12.408
[10] valid_0's poisson: -101.149 valid_0's l1: 12.2361
[11] valid_0's poisson: -101.266 valid_0's l1: 12.207
[12] valid_0's poisson: -101.653 valid_0's l1: 12.1665
[13] valid_0's poisson: -101.153 valid_0's l1: 12.1864
[14] valid_0's poisson: -101.244 valid_0's l1: 12.2074
[15] valid_0's poisson: -101.967 valid_0's l1: 12.2219
[16] valid_0's poisson: -101.906 valid_0's l1: 12.2182
[17] valid_0's poisson: -101.807 valid_0's l1: 12.2294
[18] valid_0's poisson: -102.082 valid_0's l1: 12.2326
[19] valid_0's poisson: -101.716 valid_0's l1: 12.2135
[20] valid_0's poisson: -101.748 valid_0's l1: 12.1836
[21] valid_0's poisson: -101.664 valid_0's l1: 12.069
[22] valid_0's poisson: -101.762 valid_0's l1: 12.0028
[23] valid_0's poisson: -101.542 valid_0's l1: 11.9871
[24] valid_0's poisson: -101.454 valid_0's l1: 11.9876
[25] valid_0's poisson: -101.46 valid_0's l1: 11.9517
[26] valid_0's poisson: -101.72 valid_0's l1: 11.946
[27] valid_0's poisson: -101.485 valid_0's l1: 11.9277
[28] valid_0's poisson: -101.633 valid_0's l1: 11.9271
[29] valid_0's poisson: -101.291 valid_0's l1: 11.9153
[30] valid_0's poisson: -101.627 valid_0's l1: 11.8707
[31] valid_0's poisson: -101.502 valid_0's l1: 11.8875
[32] valid_0's poisson: -101.259 valid_0's l1: 11.8733
[33] valid_0's poisson: -101.739 valid_0's l1: 11.8585
[34] valid_0's poisson: -101.698 valid_0's l1: 11.8604
[35] valid_0's poisson: -101.68 valid_0's l1: 11.8634
[36] valid_0's poisson: -101.5 valid_0's l1: 11.8559
[37] valid_0's poisson: -101.482 valid_0's l1: 11.8524
[38] valid_0's poisson: -101.295 valid_0's l1: 11.8376
[39] valid_0's poisson: -101.508 valid_0's l1: 11.8247
[40] valid_0's poisson: -100.973 valid_0's l1: 11.8509
[41] valid_0's poisson: -101.07 valid_0's l1: 11.7588
[42] valid_0's poisson: -100.823 valid_0's l1: 11.746
[43] valid_0's poisson: -100.998 valid_0's l1: 11.757
[44] valid_0's poisson: -101.06 valid_0's l1: 11.7262
[45] valid_0's poisson: -101.161 valid_0's l1: 11.7157
[46] valid_0's poisson: -101.083 valid_0's l1: 11.7048
[47] valid_0's poisson: -101.117 valid_0's l1: 11.6973
[48] valid_0's poisson: -100.755 valid_0's l1: 11.6877
[49] valid_0's poisson: -100.848 valid_0's l1: 11.6692
[50] valid_0's poisson: -100.566 valid_0's l1: 11.6661
[51] valid_0's poisson: -100.332 valid_0's l1: 11.6586
[52] valid_0's poisson: -100.526 valid_0's l1: 11.656
[53] valid_0's poisson: -100.667 valid_0's l1: 11.6557
[54] valid_0's poisson: -100.373 valid_0's l1: 11.6519
[55] valid_0's poisson: -100.432 valid_0's l1: 11.6614
[56] valid_0's poisson: -100.502 valid_0's l1: 11.6633
[57] valid_0's poisson: -100.938 valid_0's l1: 11.6048
[58] valid_0's poisson: -100.694 valid_0's l1: 11.6017
[59] valid_0's poisson: -100.811 valid_0's l1: 11.5827
[60] valid_0's poisson: -100.877 valid_0's l1: 11.5776
[61] valid_0's poisson: -100.871 valid_0's l1: 11.5766
[62] valid_0's poisson: -100.825 valid_0's l1: 11.5823
[63] valid_0's poisson: -100.801 valid_0's l1: 11.593
[64] valid_0's poisson: -100.732 valid_0's l1: 11.5947
[65] valid_0's poisson: -100.984 valid_0's l1: 11.5961
[66] valid_0's poisson: -101.051 valid_0's l1: 11.5964
[67] valid_0's poisson: -101.059 valid_0's l1: 11.5925
[68] valid_0's poisson: -101.157 valid_0's l1: 11.588
[69] valid_0's poisson: -100.964 valid_0's l1: 11.5839
[70] valid_0's poisson: -100.994 valid_0's l1: 11.5846
[71] valid_0's poisson: -100.983 valid_0's l1: 11.5555
[72] valid_0's poisson: -101.091 valid_0's l1: 11.5687
[73] valid_0's poisson: -100.888 valid_0's l1: 11.573
[74] valid_0's poisson: -100.776 valid_0's l1: 11.5763
[75] valid_0's poisson: -100.724 valid_0's l1: 11.5727
[76] valid_0's poisson: -100.804 valid_0's l1: 11.5763
[77] valid_0's poisson: -100.747 valid_0's l1: 11.5733
[78] valid_0's poisson: -100.686 valid_0's l1: 11.5867
[79] valid_0's poisson: -100.687 valid_0's l1: 11.5779
[80] valid_0's poisson: -100.677 valid_0's l1: 11.5789
[81] valid_0's poisson: -100.722 valid_0's l1: 11.5759
[82] valid_0's poisson: -100.196 valid_0's l1: 11.5674
[83] valid_0's poisson: -100.35 valid_0's l1: 11.5619
[84] valid_0's poisson: -100.524 valid_0's l1: 11.5596
[85] valid_0's poisson: -100.489 valid_0's l1: 11.533
[86] valid_0's poisson: -100.759 valid_0's l1: 11.5275
[87] valid_0's poisson: -100.825 valid_0's l1: 11.5116
[88] valid_0's poisson: -100.906 valid_0's l1: 11.5153
[89] valid_0's poisson: -100.873 valid_0's l1: 11.5105
[90] valid_0's poisson: -100.712 valid_0's l1: 11.5124
[91] valid_0's poisson: -100.817 valid_0's l1: 11.5194
[92] valid_0's poisson: -100.714 valid_0's l1: 11.5194
[93] valid_0's poisson: -100.775 valid_0's l1: 11.522
[94] valid_0's poisson: -100.761 valid_0's l1: 11.5155
[95] valid_0's poisson: -100.479 valid_0's l1: 11.4744
[96] valid_0's poisson: -100.495 valid_0's l1: 11.4741
[97] valid_0's poisson: -100.478 valid_0's l1: 11.4944
[98] valid_0's poisson: -100.784 valid_0's l1: 11.4953
[99] valid_0's poisson: -100.789 valid_0's l1: 11.4777
[100] valid_0's poisson: -100.811 valid_0's l1: 11.4855
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.891 valid_0's l1: 18.1594
[2] valid_0's poisson: -99.6727 valid_0's l1: 14.8008
[3] valid_0's poisson: -100.134 valid_0's l1: 13.7395
[4] valid_0's poisson: -101.788 valid_0's l1: 13.5603
[5] valid_0's poisson: -101.134 valid_0's l1: 13.5178
[6] valid_0's poisson: -100.943 valid_0's l1: 13.1276
[7] valid_0's poisson: -101.707 valid_0's l1: 12.9202
[8] valid_0's poisson: -101.749 valid_0's l1: 12.5773
[9] valid_0's poisson: -103.457 valid_0's l1: 12.4321
[10] valid_0's poisson: -103.475 valid_0's l1: 12.3878
[11] valid_0's poisson: -103.432 valid_0's l1: 12.2776
[12] valid_0's poisson: -103.212 valid_0's l1: 12.264
[13] valid_0's poisson: -102.926 valid_0's l1: 12.2211
[14] valid_0's poisson: -102.76 valid_0's l1: 12.2238
[15] valid_0's poisson: -102.912 valid_0's l1: 12.2381
[16] valid_0's poisson: -102.548 valid_0's l1: 12.1993
[17] valid_0's poisson: -102.899 valid_0's l1: 11.9984
[18] valid_0's poisson: -103.095 valid_0's l1: 12.0005
[19] valid_0's poisson: -102.623 valid_0's l1: 12.0436
[20] valid_0's poisson: -102.979 valid_0's l1: 12.0257
[21] valid_0's poisson: -102.897 valid_0's l1: 12.0247
[22] valid_0's poisson: -103.388 valid_0's l1: 11.9973
[23] valid_0's poisson: -103.089 valid_0's l1: 12.0079
[24] valid_0's poisson: -103.306 valid_0's l1: 12.0155
[25] valid_0's poisson: -103.763 valid_0's l1: 11.968
[26] valid_0's poisson: -103.799 valid_0's l1: 11.9658
[27] valid_0's poisson: -103.496 valid_0's l1: 11.9424
[28] valid_0's poisson: -103.529 valid_0's l1: 11.9193
[29] valid_0's poisson: -103.501 valid_0's l1: 11.9096
[30] valid_0's poisson: -103.574 valid_0's l1: 11.853
[31] valid_0's poisson: -103.2 valid_0's l1: 11.7839
[32] valid_0's poisson: -103.227 valid_0's l1: 11.775
[33] valid_0's poisson: -103.237 valid_0's l1: 11.7686
[34] valid_0's poisson: -103.166 valid_0's l1: 11.7692
[35] valid_0's poisson: -103.139 valid_0's l1: 11.7839
[36] valid_0's poisson: -103.446 valid_0's l1: 11.6912
[37] valid_0's poisson: -103.354 valid_0's l1: 11.6767
[38] valid_0's poisson: -103.047 valid_0's l1: 11.6302
[39] valid_0's poisson: -102.951 valid_0's l1: 11.6694
[40] valid_0's poisson: -103.114 valid_0's l1: 11.6189
[41] valid_0's poisson: -103.079 valid_0's l1: 11.6005
[42] valid_0's poisson: -103.127 valid_0's l1: 11.5808
[43] valid_0's poisson: -103.05 valid_0's l1: 11.569
[44] valid_0's poisson: -102.964 valid_0's l1: 11.5596
[45] valid_0's poisson: -102.993 valid_0's l1: 11.5526
[46] valid_0's poisson: -102.96 valid_0's l1: 11.5395
[47] valid_0's poisson: -102.952 valid_0's l1: 11.5393
[48] valid_0's poisson: -102.905 valid_0's l1: 11.5392
[49] valid_0's poisson: -102.917 valid_0's l1: 11.4451
[50] valid_0's poisson: -102.95 valid_0's l1: 11.442
[51] valid_0's poisson: -102.838 valid_0's l1: 11.4826
[52] valid_0's poisson: -102.761 valid_0's l1: 11.4698
[53] valid_0's poisson: -102.663 valid_0's l1: 11.4694
[54] valid_0's poisson: -102.496 valid_0's l1: 11.4781
[55] valid_0's poisson: -102.477 valid_0's l1: 11.3548
[56] valid_0's poisson: -102.694 valid_0's l1: 11.3305
[57] valid_0's poisson: -102.842 valid_0's l1: 11.304
[58] valid_0's poisson: -103.041 valid_0's l1: 11.2913
[59] valid_0's poisson: -103.21 valid_0's l1: 11.2959
[60] valid_0's poisson: -103.154 valid_0's l1: 11.301
[61] valid_0's poisson: -102.977 valid_0's l1: 11.3066
[62] valid_0's poisson: -103.055 valid_0's l1: 11.3133
[63] valid_0's poisson: -103.036 valid_0's l1: 11.3069
[64] valid_0's poisson: -102.833 valid_0's l1: 11.3232
[65] valid_0's poisson: -103.012 valid_0's l1: 11.3432
[66] valid_0's poisson: -103.03 valid_0's l1: 11.3332
[67] valid_0's poisson: -102.963 valid_0's l1: 11.319
[68] valid_0's poisson: -103.055 valid_0's l1: 11.3001
[69] valid_0's poisson: -102.823 valid_0's l1: 11.3027
[70] valid_0's poisson: -102.765 valid_0's l1: 11.2914
[71] valid_0's poisson: -102.895 valid_0's l1: 11.2865
[72] valid_0's poisson: -102.935 valid_0's l1: 11.2877
[73] valid_0's poisson: -102.83 valid_0's l1: 11.2805
[74] valid_0's poisson: -102.884 valid_0's l1: 11.2852
[75] valid_0's poisson: -102.888 valid_0's l1: 11.2863
[76] valid_0's poisson: -102.901 valid_0's l1: 11.2733
[77] valid_0's poisson: -102.903 valid_0's l1: 11.2549
[78] valid_0's poisson: -102.72 valid_0's l1: 11.2581
[79] valid_0's poisson: -102.74 valid_0's l1: 11.2643
[80] valid_0's poisson: -102.73 valid_0's l1: 11.2625
[81] valid_0's poisson: -102.735 valid_0's l1: 11.269
[82] valid_0's poisson: -102.807 valid_0's l1: 11.2654
[83] valid_0's poisson: -102.769 valid_0's l1: 11.2661
[84] valid_0's poisson: -102.675 valid_0's l1: 11.2675
[85] valid_0's poisson: -102.697 valid_0's l1: 11.272
[86] valid_0's poisson: -102.679 valid_0's l1: 11.233
[87] valid_0's poisson: -102.63 valid_0's l1: 11.2422
[88] valid_0's poisson: -102.576 valid_0's l1: 11.2462
[89] valid_0's poisson: -102.557 valid_0's l1: 11.2481
[90] valid_0's poisson: -102.622 valid_0's l1: 11.2536
[91] valid_0's poisson: -102.672 valid_0's l1: 11.2332
[92] valid_0's poisson: -102.607 valid_0's l1: 11.2356
[93] valid_0's poisson: -102.585 valid_0's l1: 11.2399
[94] valid_0's poisson: -102.555 valid_0's l1: 11.2544
[95] valid_0's poisson: -102.519 valid_0's l1: 11.2817
[96] valid_0's poisson: -102.473 valid_0's l1: 11.281
[97] valid_0's poisson: -102.495 valid_0's l1: 11.281
[98] valid_0's poisson: -102.512 valid_0's l1: 11.2889
[99] valid_0's poisson: -102.565 valid_0's l1: 11.2981
[100] valid_0's poisson: -102.547 valid_0's l1: 11.2966
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.868 valid_0's l1: 18.1798
[2] valid_0's poisson: -99.3834 valid_0's l1: 15.0045
[3] valid_0's poisson: -103.148 valid_0's l1: 13.8415
[4] valid_0's poisson: -101.52 valid_0's l1: 13.3039
[5] valid_0's poisson: -102.163 valid_0's l1: 13.2171
[6] valid_0's poisson: -101.788 valid_0's l1: 13.1958
[7] valid_0's poisson: -101.48 valid_0's l1: 12.92
[8] valid_0's poisson: -101.555 valid_0's l1: 12.6292
[9] valid_0's poisson: -102.07 valid_0's l1: 12.5546
[10] valid_0's poisson: -102.095 valid_0's l1: 12.4796
[11] valid_0's poisson: -102.374 valid_0's l1: 12.4119
[12] valid_0's poisson: -102.287 valid_0's l1: 12.3363
[13] valid_0's poisson: -101.704 valid_0's l1: 12.3255
[14] valid_0's poisson: -101.759 valid_0's l1: 12.3129
[15] valid_0's poisson: -101.114 valid_0's l1: 12.2397
[16] valid_0's poisson: -101.37 valid_0's l1: 12.2057
[17] valid_0's poisson: -102.034 valid_0's l1: 12.1963
[18] valid_0's poisson: -102.384 valid_0's l1: 12.1694
[19] valid_0's poisson: -101.732 valid_0's l1: 12.2451
[20] valid_0's poisson: -101.534 valid_0's l1: 12.2533
[21] valid_0's poisson: -101.933 valid_0's l1: 12.055
[22] valid_0's poisson: -101.686 valid_0's l1: 12.0416
[23] valid_0's poisson: -101.72 valid_0's l1: 12.0182
[24] valid_0's poisson: -101.761 valid_0's l1: 11.9735
[25] valid_0's poisson: -101.775 valid_0's l1: 11.9354
[26] valid_0's poisson: -102.025 valid_0's l1: 11.9227
[27] valid_0's poisson: -102.11 valid_0's l1: 11.9197
[28] valid_0's poisson: -102.065 valid_0's l1: 11.9134
[29] valid_0's poisson: -101.912 valid_0's l1: 11.8688
[30] valid_0's poisson: -101.966 valid_0's l1: 11.9082
[31] valid_0's poisson: -102.281 valid_0's l1: 11.8963
[32] valid_0's poisson: -101.976 valid_0's l1: 11.8807
[33] valid_0's poisson: -101.776 valid_0's l1: 11.8792
[34] valid_0's poisson: -101.861 valid_0's l1: 11.8885
[35] valid_0's poisson: -102.271 valid_0's l1: 11.8634
[36] valid_0's poisson: -102.195 valid_0's l1: 11.8068
[37] valid_0's poisson: -102.304 valid_0's l1: 11.7936
[38] valid_0's poisson: -102.37 valid_0's l1: 11.7932
[39] valid_0's poisson: -102.331 valid_0's l1: 11.7673
[40] valid_0's poisson: -102.631 valid_0's l1: 11.7705
[41] valid_0's poisson: -102.553 valid_0's l1: 11.7629
[42] valid_0's poisson: -102.557 valid_0's l1: 11.7765
[43] valid_0's poisson: -102.583 valid_0's l1: 11.7067
[44] valid_0's poisson: -102.461 valid_0's l1: 11.708
[45] valid_0's poisson: -102.403 valid_0's l1: 11.7036
[46] valid_0's poisson: -102.462 valid_0's l1: 11.6874
[47] valid_0's poisson: -102.239 valid_0's l1: 11.6702
[48] valid_0's poisson: -102.323 valid_0's l1: 11.6915
[49] valid_0's poisson: -102.261 valid_0's l1: 11.6883
[50] valid_0's poisson: -102.186 valid_0's l1: 11.6668
[51] valid_0's poisson: -102.276 valid_0's l1: 11.6786
[52] valid_0's poisson: -102.374 valid_0's l1: 11.6672
[53] valid_0's poisson: -102.147 valid_0's l1: 11.6847
[54] valid_0's poisson: -102.07 valid_0's l1: 11.6655
[55] valid_0's poisson: -102.078 valid_0's l1: 11.6858
[56] valid_0's poisson: -102.014 valid_0's l1: 11.6729
[57] valid_0's poisson: -101.955 valid_0's l1: 11.6536
[58] valid_0's poisson: -101.888 valid_0's l1: 11.6409
[59] valid_0's poisson: -102.076 valid_0's l1: 11.6259
[60] valid_0's poisson: -102.449 valid_0's l1: 11.5963
[61] valid_0's poisson: -102.338 valid_0's l1: 11.5535
[62] valid_0's poisson: -102.25 valid_0's l1: 11.5464
[63] valid_0's poisson: -102.254 valid_0's l1: 11.5498
[64] valid_0's poisson: -102.324 valid_0's l1: 11.5402
[65] valid_0's poisson: -102.04 valid_0's l1: 11.5414
[66] valid_0's poisson: -101.971 valid_0's l1: 11.5398
[67] valid_0's poisson: -101.951 valid_0's l1: 11.5372
[68] valid_0's poisson: -102.014 valid_0's l1: 11.533
[69] valid_0's poisson: -101.799 valid_0's l1: 11.5363
[70] valid_0's poisson: -102.039 valid_0's l1: 11.5357
[71] valid_0's poisson: -101.814 valid_0's l1: 11.5328
[72] valid_0's poisson: -101.479 valid_0's l1: 11.5328
[73] valid_0's poisson: -101.328 valid_0's l1: 11.5386
[74] valid_0's poisson: -101.861 valid_0's l1: 11.511
[75] valid_0's poisson: -101.536 valid_0's l1: 11.506
[76] valid_0's poisson: -101.369 valid_0's l1: 11.508
[77] valid_0's poisson: -101.397 valid_0's l1: 11.4609
[78] valid_0's poisson: -101.57 valid_0's l1: 11.4645
[79] valid_0's poisson: -101.63 valid_0's l1: 11.4176
[80] valid_0's poisson: -101.529 valid_0's l1: 11.4171
[81] valid_0's poisson: -101.559 valid_0's l1: 11.4194
[82] valid_0's poisson: -101.397 valid_0's l1: 11.4205
[83] valid_0's poisson: -101.655 valid_0's l1: 11.4196
[84] valid_0's poisson: -101.604 valid_0's l1: 11.4178
[85] valid_0's poisson: -101.593 valid_0's l1: 11.4163
[86] valid_0's poisson: -101.542 valid_0's l1: 11.4119
[87] valid_0's poisson: -101.612 valid_0's l1: 11.4164
[88] valid_0's poisson: -101.555 valid_0's l1: 11.4164
[89] valid_0's poisson: -101.209 valid_0's l1: 11.4162
[90] valid_0's poisson: -101.148 valid_0's l1: 11.4211
[91] valid_0's poisson: -101.266 valid_0's l1: 11.3948
[92] valid_0's poisson: -101.081 valid_0's l1: 11.3968
[93] valid_0's poisson: -101.417 valid_0's l1: 11.3709
[94] valid_0's poisson: -101.389 valid_0's l1: 11.3655
[95] valid_0's poisson: -101.295 valid_0's l1: 11.3731
[96] valid_0's poisson: -101.367 valid_0's l1: 11.3763
[97] valid_0's poisson: -101.46 valid_0's l1: 11.3705
[98] valid_0's poisson: -101.456 valid_0's l1: 11.366
[99] valid_0's poisson: -101.252 valid_0's l1: 11.3158
[100] valid_0's poisson: -101.116 valid_0's l1: 11.3146
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.2104 valid_0's l1: 28.3064
[2] valid_0's poisson: -85.583 valid_0's l1: 27.3365
[3] valid_0's poisson: -87.5865 valid_0's l1: 26.4461
[4] valid_0's poisson: -89.2143 valid_0's l1: 25.6394
[5] valid_0's poisson: -90.6613 valid_0's l1: 24.8772
[6] valid_0's poisson: -91.8818 valid_0's l1: 24.208
[7] valid_0's poisson: -92.9231 valid_0's l1: 23.6284
[8] valid_0's poisson: -93.8881 valid_0's l1: 23.0933
[9] valid_0's poisson: -94.735 valid_0's l1: 22.5802
[10] valid_0's poisson: -95.5481 valid_0's l1: 22.0902
[11] valid_0's poisson: -96.1882 valid_0's l1: 21.6445
[12] valid_0's poisson: -97.3905 valid_0's l1: 21.1196
[13] valid_0's poisson: -97.9403 valid_0's l1: 20.7144
[14] valid_0's poisson: -98.3369 valid_0's l1: 20.4315
[15] valid_0's poisson: -99.1479 valid_0's l1: 19.9771
[16] valid_0's poisson: -99.4734 valid_0's l1: 19.7381
[17] valid_0's poisson: -100.199 valid_0's l1: 19.3204
[18] valid_0's poisson: -100.462 valid_0's l1: 19.112
[19] valid_0's poisson: -100.993 valid_0's l1: 18.7491
[20] valid_0's poisson: -101.323 valid_0's l1: 18.4962
[21] valid_0's poisson: -101.638 valid_0's l1: 18.2249
[22] valid_0's poisson: -101.83 valid_0's l1: 18.0612
[23] valid_0's poisson: -102.204 valid_0's l1: 17.8299
[24] valid_0's poisson: -102.442 valid_0's l1: 17.6223
[25] valid_0's poisson: -102.558 valid_0's l1: 17.5201
[26] valid_0's poisson: -102.906 valid_0's l1: 17.263
[27] valid_0's poisson: -103.207 valid_0's l1: 17.0204
[28] valid_0's poisson: -103.328 valid_0's l1: 16.9125
[29] valid_0's poisson: -103.563 valid_0's l1: 16.7671
[30] valid_0's poisson: -103.949 valid_0's l1: 16.5129
[31] valid_0's poisson: -104.063 valid_0's l1: 16.3792
[32] valid_0's poisson: -104.264 valid_0's l1: 16.1927
[33] valid_0's poisson: -104.474 valid_0's l1: 16.0391
[34] valid_0's poisson: -104.693 valid_0's l1: 15.8725
[35] valid_0's poisson: -104.812 valid_0's l1: 15.758
[36] valid_0's poisson: -104.911 valid_0's l1: 15.6739
[37] valid_0's poisson: -104.957 valid_0's l1: 15.6177
[38] valid_0's poisson: -105.021 valid_0's l1: 15.553
[39] valid_0's poisson: -105.059 valid_0's l1: 15.5105
[40] valid_0's poisson: -105.095 valid_0's l1: 15.4675
[41] valid_0's poisson: -105.32 valid_0's l1: 15.2938
[42] valid_0's poisson: -105.382 valid_0's l1: 15.2085
[43] valid_0's poisson: -105.452 valid_0's l1: 15.1181
[44] valid_0's poisson: -105.489 valid_0's l1: 15.0795
[45] valid_0's poisson: -105.57 valid_0's l1: 14.9959
[46] valid_0's poisson: -105.584 valid_0's l1: 14.9697
[47] valid_0's poisson: -105.796 valid_0's l1: 14.7835
[48] valid_0's poisson: -105.797 valid_0's l1: 14.7568
[49] valid_0's poisson: -105.975 valid_0's l1: 14.5963
[50] valid_0's poisson: -106.036 valid_0's l1: 14.5171
[51] valid_0's poisson: -106.177 valid_0's l1: 14.3835
[52] valid_0's poisson: -106.226 valid_0's l1: 14.3156
[53] valid_0's poisson: -106.241 valid_0's l1: 14.2916
[54] valid_0's poisson: -106.238 valid_0's l1: 14.271
[55] valid_0's poisson: -106.268 valid_0's l1: 14.2383
[56] valid_0's poisson: -106.281 valid_0's l1: 14.2106
[57] valid_0's poisson: -106.348 valid_0's l1: 14.1261
[58] valid_0's poisson: -106.372 valid_0's l1: 14.0914
[59] valid_0's poisson: -106.358 valid_0's l1: 14.0491
[60] valid_0's poisson: -106.398 valid_0's l1: 14.0009
[61] valid_0's poisson: -106.432 valid_0's l1: 13.957
[62] valid_0's poisson: -106.437 valid_0's l1: 13.9145
[63] valid_0's poisson: -106.479 valid_0's l1: 13.8965
[64] valid_0's poisson: -106.489 valid_0's l1: 13.8687
[65] valid_0's poisson: -106.503 valid_0's l1: 13.8462
[66] valid_0's poisson: -106.465 valid_0's l1: 13.8353
[67] valid_0's poisson: -106.46 valid_0's l1: 13.8093
[68] valid_0's poisson: -106.504 valid_0's l1: 13.7657
[69] valid_0's poisson: -106.522 valid_0's l1: 13.7465
[70] valid_0's poisson: -106.546 valid_0's l1: 13.7339
[71] valid_0's poisson: -106.609 valid_0's l1: 13.6458
[72] valid_0's poisson: -106.649 valid_0's l1: 13.6357
[73] valid_0's poisson: -106.629 valid_0's l1: 13.6188
[74] valid_0's poisson: -106.696 valid_0's l1: 13.5406
[75] valid_0's poisson: -106.701 valid_0's l1: 13.5305
[76] valid_0's poisson: -106.756 valid_0's l1: 13.4689
[77] valid_0's poisson: -106.753 valid_0's l1: 13.4583
[78] valid_0's poisson: -106.776 valid_0's l1: 13.4284
[79] valid_0's poisson: -106.766 valid_0's l1: 13.4138
[80] valid_0's poisson: -106.788 valid_0's l1: 13.3855
[81] valid_0's poisson: -106.791 valid_0's l1: 13.378
[82] valid_0's poisson: -106.803 valid_0's l1: 13.3712
[83] valid_0's poisson: -106.795 valid_0's l1: 13.3576
[84] valid_0's poisson: -106.842 valid_0's l1: 13.3049
[85] valid_0's poisson: -106.825 valid_0's l1: 13.2927
[86] valid_0's poisson: -106.816 valid_0's l1: 13.2816
[87] valid_0's poisson: -106.819 valid_0's l1: 13.2724
[88] valid_0's poisson: -106.811 valid_0's l1: 13.2641
[89] valid_0's poisson: -106.823 valid_0's l1: 13.2149
[90] valid_0's poisson: -106.826 valid_0's l1: 13.2109
[91] valid_0's poisson: -106.81 valid_0's l1: 13.1928
[92] valid_0's poisson: -106.76 valid_0's l1: 13.1743
[93] valid_0's poisson: -106.741 valid_0's l1: 13.1597
[94] valid_0's poisson: -106.742 valid_0's l1: 13.1525
[95] valid_0's poisson: -106.746 valid_0's l1: 13.1449
[96] valid_0's poisson: -106.709 valid_0's l1: 13.1331
[97] valid_0's poisson: -106.711 valid_0's l1: 13.1265
[98] valid_0's poisson: -106.712 valid_0's l1: 13.1183
[99] valid_0's poisson: -106.716 valid_0's l1: 13.0985
[100] valid_0's poisson: -106.72 valid_0's l1: 13.0841
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.2811 valid_0's l1: 28.2802
[2] valid_0's poisson: -85.7733 valid_0's l1: 27.2745
[3] valid_0's poisson: -87.8102 valid_0's l1: 26.3674
[4] valid_0's poisson: -89.486 valid_0's l1: 25.5306
[5] valid_0's poisson: -90.8941 valid_0's l1: 24.7929
[6] valid_0's poisson: -92.0563 valid_0's l1: 24.1321
[7] valid_0's poisson: -93.0916 valid_0's l1: 23.5484
[8] valid_0's poisson: -93.9565 valid_0's l1: 23.0226
[9] valid_0's poisson: -94.7118 valid_0's l1: 22.5476
[10] valid_0's poisson: -95.462 valid_0's l1: 22.1039
[11] valid_0's poisson: -96.1919 valid_0's l1: 21.6477
[12] valid_0's poisson: -96.7 valid_0's l1: 21.3144
[13] valid_0's poisson: -97.242 valid_0's l1: 20.9673
[14] valid_0's poisson: -98.1979 valid_0's l1: 20.508
[15] valid_0's poisson: -98.6997 valid_0's l1: 20.1431
[16] valid_0's poisson: -99.089 valid_0's l1: 19.8703
[17] valid_0's poisson: -99.9033 valid_0's l1: 19.4178
[18] valid_0's poisson: -100.203 valid_0's l1: 19.1849
[19] valid_0's poisson: -100.563 valid_0's l1: 18.9016
[20] valid_0's poisson: -100.893 valid_0's l1: 18.659
[21] valid_0's poisson: -101.355 valid_0's l1: 18.41
[22] valid_0's poisson: -101.774 valid_0's l1: 18.1307
[23] valid_0's poisson: -101.938 valid_0's l1: 17.9876
[24] valid_0's poisson: -102.53 valid_0's l1: 17.6475
[25] valid_0's poisson: -102.664 valid_0's l1: 17.5299
[26] valid_0's poisson: -102.85 valid_0's l1: 17.3385
[27] valid_0's poisson: -103.192 valid_0's l1: 17.0678
[28] valid_0's poisson: -103.608 valid_0's l1: 16.7981
[29] valid_0's poisson: -103.761 valid_0's l1: 16.675
[30] valid_0's poisson: -104.069 valid_0's l1: 16.4628
[31] valid_0's poisson: -104.292 valid_0's l1: 16.2616
[32] valid_0's poisson: -104.407 valid_0's l1: 16.1215
[33] valid_0's poisson: -104.568 valid_0's l1: 15.9968
[34] valid_0's poisson: -104.787 valid_0's l1: 15.8166
[35] valid_0's poisson: -104.839 valid_0's l1: 15.757
[36] valid_0's poisson: -104.884 valid_0's l1: 15.7109
[37] valid_0's poisson: -104.954 valid_0's l1: 15.6382
[38] valid_0's poisson: -105.001 valid_0's l1: 15.5847
[39] valid_0's poisson: -105.061 valid_0's l1: 15.5223
[40] valid_0's poisson: -105.144 valid_0's l1: 15.4186
[41] valid_0's poisson: -105.291 valid_0's l1: 15.3081
[42] valid_0's poisson: -105.376 valid_0's l1: 15.2118
[43] valid_0's poisson: -105.482 valid_0's l1: 15.1113
[44] valid_0's poisson: -105.53 valid_0's l1: 15.0604
[45] valid_0's poisson: -105.656 valid_0's l1: 14.9566
[46] valid_0's poisson: -105.683 valid_0's l1: 14.9233
[47] valid_0's poisson: -105.854 valid_0's l1: 14.7576
[48] valid_0's poisson: -105.916 valid_0's l1: 14.6804
[49] valid_0's poisson: -105.948 valid_0's l1: 14.6326
[50] valid_0's poisson: -105.995 valid_0's l1: 14.5773
[51] valid_0's poisson: -106.048 valid_0's l1: 14.5261
[52] valid_0's poisson: -106.124 valid_0's l1: 14.4306
[53] valid_0's poisson: -106.109 valid_0's l1: 14.4042
[54] valid_0's poisson: -106.24 valid_0's l1: 14.2804
[55] valid_0's poisson: -106.284 valid_0's l1: 14.2248
[56] valid_0's poisson: -106.313 valid_0's l1: 14.1837
[57] valid_0's poisson: -106.33 valid_0's l1: 14.1514
[58] valid_0's poisson: -106.348 valid_0's l1: 14.1251
[59] valid_0's poisson: -106.365 valid_0's l1: 14.06
[60] valid_0's poisson: -106.408 valid_0's l1: 14.0075
[61] valid_0's poisson: -106.424 valid_0's l1: 13.9833
[62] valid_0's poisson: -106.458 valid_0's l1: 13.9323
[63] valid_0's poisson: -106.512 valid_0's l1: 13.8794
[64] valid_0's poisson: -106.536 valid_0's l1: 13.8476
[65] valid_0's poisson: -106.565 valid_0's l1: 13.813
[66] valid_0's poisson: -106.565 valid_0's l1: 13.8032
[67] valid_0's poisson: -106.594 valid_0's l1: 13.7675
[68] valid_0's poisson: -106.679 valid_0's l1: 13.6835
[69] valid_0's poisson: -106.677 valid_0's l1: 13.673
[70] valid_0's poisson: -106.687 valid_0's l1: 13.6624
[71] valid_0's poisson: -106.668 valid_0's l1: 13.6501
[72] valid_0's poisson: -106.658 valid_0's l1: 13.6405
[73] valid_0's poisson: -106.639 valid_0's l1: 13.6166
[74] valid_0's poisson: -106.629 valid_0's l1: 13.6014
[75] valid_0's poisson: -106.646 valid_0's l1: 13.5761
[76] valid_0's poisson: -106.65 valid_0's l1: 13.5658
[77] valid_0's poisson: -106.727 valid_0's l1: 13.4885
[78] valid_0's poisson: -106.746 valid_0's l1: 13.4723
[79] valid_0's poisson: -106.718 valid_0's l1: 13.4415
[80] valid_0's poisson: -106.716 valid_0's l1: 13.4266
[81] valid_0's poisson: -106.696 valid_0's l1: 13.4033
[82] valid_0's poisson: -106.709 valid_0's l1: 13.3938
[83] valid_0's poisson: -106.707 valid_0's l1: 13.3788
[84] valid_0's poisson: -106.694 valid_0's l1: 13.3583
[85] valid_0's poisson: -106.697 valid_0's l1: 13.3387
[86] valid_0's poisson: -106.673 valid_0's l1: 13.3216
[87] valid_0's poisson: -106.643 valid_0's l1: 13.307
[88] valid_0's poisson: -106.621 valid_0's l1: 13.2968
[89] valid_0's poisson: -106.604 valid_0's l1: 13.2838
[90] valid_0's poisson: -106.608 valid_0's l1: 13.2694
[91] valid_0's poisson: -106.553 valid_0's l1: 13.257
[92] valid_0's poisson: -106.565 valid_0's l1: 13.2338
[93] valid_0's poisson: -106.614 valid_0's l1: 13.2196
[94] valid_0's poisson: -106.575 valid_0's l1: 13.1991
[95] valid_0's poisson: -106.565 valid_0's l1: 13.1934
[96] valid_0's poisson: -106.571 valid_0's l1: 13.1867
[97] valid_0's poisson: -106.599 valid_0's l1: 13.1735
[98] valid_0's poisson: -106.582 valid_0's l1: 13.1629
[99] valid_0's poisson: -106.577 valid_0's l1: 13.1602
[100] valid_0's poisson: -106.569 valid_0's l1: 13.151
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.2837 valid_0's l1: 28.2819
[2] valid_0's poisson: -85.6464 valid_0's l1: 27.3099
[3] valid_0's poisson: -87.602 valid_0's l1: 26.4165
[4] valid_0's poisson: -89.2956 valid_0's l1: 25.6015
[5] valid_0's poisson: -90.6871 valid_0's l1: 24.8631
[6] valid_0's poisson: -91.9077 valid_0's l1: 24.1915
[7] valid_0's poisson: -92.9268 valid_0's l1: 23.6044
[8] valid_0's poisson: -93.829 valid_0's l1: 23.1004
[9] valid_0's poisson: -94.6524 valid_0's l1: 22.6427
[10] valid_0's poisson: -95.4842 valid_0's l1: 22.1494
[11] valid_0's poisson: -96.1863 valid_0's l1: 21.6825
[12] valid_0's poisson: -97.4359 valid_0's l1: 21.1065
[13] valid_0's poisson: -97.8846 valid_0's l1: 20.7513
[14] valid_0's poisson: -98.3491 valid_0's l1: 20.4395
[15] valid_0's poisson: -98.7268 valid_0's l1: 20.1647
[16] valid_0's poisson: -99.1068 valid_0's l1: 19.8911
[17] valid_0's poisson: -99.9374 valid_0's l1: 19.4219
[18] valid_0's poisson: -100.284 valid_0's l1: 19.1693
[19] valid_0's poisson: -100.479 valid_0's l1: 19.0103
[20] valid_0's poisson: -101.123 valid_0's l1: 18.606
[21] valid_0's poisson: -101.817 valid_0's l1: 18.2265
[22] valid_0's poisson: -102.034 valid_0's l1: 18.0402
[23] valid_0's poisson: -102.19 valid_0's l1: 17.8951
[24] valid_0's poisson: -102.541 valid_0's l1: 17.6574
[25] valid_0's poisson: -103.036 valid_0's l1: 17.3452
[26] valid_0's poisson: -103.227 valid_0's l1: 17.1395
[27] valid_0's poisson: -103.537 valid_0's l1: 16.875
[28] valid_0's poisson: -103.902 valid_0's l1: 16.6242
[29] valid_0's poisson: -104.064 valid_0's l1: 16.4821
[30] valid_0's poisson: -104.201 valid_0's l1: 16.3335
[31] valid_0's poisson: -104.444 valid_0's l1: 16.1453
[32] valid_0's poisson: -104.653 valid_0's l1: 15.9762
[33] valid_0's poisson: -104.764 valid_0's l1: 15.8425
[34] valid_0's poisson: -104.819 valid_0's l1: 15.7788
[35] valid_0's poisson: -104.897 valid_0's l1: 15.6983
[36] valid_0's poisson: -105.052 valid_0's l1: 15.5353
[37] valid_0's poisson: -105.093 valid_0's l1: 15.4933
[38] valid_0's poisson: -105.248 valid_0's l1: 15.3695
[39] valid_0's poisson: -105.354 valid_0's l1: 15.2579
[40] valid_0's poisson: -105.504 valid_0's l1: 15.1328
[41] valid_0's poisson: -105.537 valid_0's l1: 15.0955
[42] valid_0's poisson: -105.568 valid_0's l1: 15.0564
[43] valid_0's poisson: -105.685 valid_0's l1: 14.9321
[44] valid_0's poisson: -105.763 valid_0's l1: 14.838
[45] valid_0's poisson: -105.933 valid_0's l1: 14.6794
[46] valid_0's poisson: -106.075 valid_0's l1: 14.5469
[47] valid_0's poisson: -106.092 valid_0's l1: 14.4715
[48] valid_0's poisson: -106.126 valid_0's l1: 14.3961
[49] valid_0's poisson: -106.166 valid_0's l1: 14.3478
[50] valid_0's poisson: -106.197 valid_0's l1: 14.3132
[51] valid_0's poisson: -106.232 valid_0's l1: 14.2711
[52] valid_0's poisson: -106.269 valid_0's l1: 14.2145
[53] valid_0's poisson: -106.334 valid_0's l1: 14.1276
[54] valid_0's poisson: -106.369 valid_0's l1: 14.079
[55] valid_0's poisson: -106.401 valid_0's l1: 14.042
[56] valid_0's poisson: -106.42 valid_0's l1: 14.0136
[57] valid_0's poisson: -106.407 valid_0's l1: 13.9981
[58] valid_0's poisson: -106.357 valid_0's l1: 13.9745
[59] valid_0's poisson: -106.375 valid_0's l1: 13.9192
[60] valid_0's poisson: -106.431 valid_0's l1: 13.8655
[61] valid_0's poisson: -106.45 valid_0's l1: 13.835
[62] valid_0's poisson: -106.461 valid_0's l1: 13.8217
[63] valid_0's poisson: -106.486 valid_0's l1: 13.7904
[64] valid_0's poisson: -106.505 valid_0's l1: 13.7613
[65] valid_0's poisson: -106.511 valid_0's l1: 13.7351
[66] valid_0's poisson: -106.519 valid_0's l1: 13.6965
[67] valid_0's poisson: -106.528 valid_0's l1: 13.6732
[68] valid_0's poisson: -106.539 valid_0's l1: 13.6461
[69] valid_0's poisson: -106.541 valid_0's l1: 13.6381
[70] valid_0's poisson: -106.491 valid_0's l1: 13.6188
[71] valid_0's poisson: -106.478 valid_0's l1: 13.6065
[72] valid_0's poisson: -106.487 valid_0's l1: 13.5821
[73] valid_0's poisson: -106.513 valid_0's l1: 13.5527
[74] valid_0's poisson: -106.5 valid_0's l1: 13.5424
[75] valid_0's poisson: -106.479 valid_0's l1: 13.522
[76] valid_0's poisson: -106.458 valid_0's l1: 13.5022
[77] valid_0's poisson: -106.458 valid_0's l1: 13.4786
[78] valid_0's poisson: -106.454 valid_0's l1: 13.4659
[79] valid_0's poisson: -106.554 valid_0's l1: 13.3749
[80] valid_0's poisson: -106.556 valid_0's l1: 13.3649
[81] valid_0's poisson: -106.52 valid_0's l1: 13.3568
[82] valid_0's poisson: -106.586 valid_0's l1: 13.2885
[83] valid_0's poisson: -106.59 valid_0's l1: 13.28
[84] valid_0's poisson: -106.597 valid_0's l1: 13.2662
[85] valid_0's poisson: -106.526 valid_0's l1: 13.2501
[86] valid_0's poisson: -106.527 valid_0's l1: 13.2443
[87] valid_0's poisson: -106.542 valid_0's l1: 13.2311
[88] valid_0's poisson: -106.533 valid_0's l1: 13.2212
[89] valid_0's poisson: -106.535 valid_0's l1: 13.2116
[90] valid_0's poisson: -106.45 valid_0's l1: 13.2035
[91] valid_0's poisson: -106.434 valid_0's l1: 13.1953
[92] valid_0's poisson: -106.463 valid_0's l1: 13.19
[93] valid_0's poisson: -106.493 valid_0's l1: 13.1866
[94] valid_0's poisson: -106.476 valid_0's l1: 13.179
[95] valid_0's poisson: -106.499 valid_0's l1: 13.1653
[96] valid_0's poisson: -106.491 valid_0's l1: 13.1593
[97] valid_0's poisson: -106.485 valid_0's l1: 13.1509
[98] valid_0's poisson: -106.503 valid_0's l1: 13.1459
[99] valid_0's poisson: -106.444 valid_0's l1: 13.1396
[100] valid_0's poisson: -106.429 valid_0's l1: 13.124
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.2194 valid_0's l1: 28.3017
[2] valid_0's poisson: -85.6725 valid_0's l1: 27.3128
[3] valid_0's poisson: -87.6875 valid_0's l1: 26.4196
[4] valid_0's poisson: -89.2997 valid_0's l1: 25.6121
[5] valid_0's poisson: -90.7366 valid_0's l1: 24.8541
[6] valid_0's poisson: -91.9305 valid_0's l1: 24.1886
[7] valid_0's poisson: -92.963 valid_0's l1: 23.599
[8] valid_0's poisson: -93.8435 valid_0's l1: 23.0664
[9] valid_0's poisson: -94.6 valid_0's l1: 22.5989
[10] valid_0's poisson: -95.4405 valid_0's l1: 22.0939
[11] valid_0's poisson: -96.0627 valid_0's l1: 21.7096
[12] valid_0's poisson: -96.5659 valid_0's l1: 21.3787
[13] valid_0's poisson: -97.1259 valid_0's l1: 20.9825
[14] valid_0's poisson: -97.6306 valid_0's l1: 20.6608
[15] valid_0's poisson: -98.6338 valid_0's l1: 20.1666
[16] valid_0's poisson: -99.353 valid_0's l1: 19.8039
[17] valid_0's poisson: -99.7824 valid_0's l1: 19.483
[18] valid_0's poisson: -100.181 valid_0's l1: 19.1933
[19] valid_0's poisson: -100.478 valid_0's l1: 18.9686
[20] valid_0's poisson: -101.262 valid_0's l1: 18.5688
[21] valid_0's poisson: -101.428 valid_0's l1: 18.4227
[22] valid_0's poisson: -101.96 valid_0's l1: 18.058
[23] valid_0's poisson: -102.192 valid_0's l1: 17.8375
[24] valid_0's poisson: -102.371 valid_0's l1: 17.679
[25] valid_0's poisson: -102.704 valid_0's l1: 17.4676
[26] valid_0's poisson: -103.063 valid_0's l1: 17.2118
[27] valid_0's poisson: -103.221 valid_0's l1: 17.0432
[28] valid_0's poisson: -103.641 valid_0's l1: 16.771
[29] valid_0's poisson: -103.917 valid_0's l1: 16.5437
[30] valid_0's poisson: -104.136 valid_0's l1: 16.3772
[31] valid_0's poisson: -104.207 valid_0's l1: 16.3081
[32] valid_0's poisson: -104.349 valid_0's l1: 16.1788
[33] valid_0's poisson: -104.558 valid_0's l1: 15.9795
[34] valid_0's poisson: -104.627 valid_0's l1: 15.9068
[35] valid_0's poisson: -104.728 valid_0's l1: 15.8012
[36] valid_0's poisson: -104.805 valid_0's l1: 15.7271
[37] valid_0's poisson: -104.853 valid_0's l1: 15.6819
[38] valid_0's poisson: -105.141 valid_0's l1: 15.4596
[39] valid_0's poisson: -105.378 valid_0's l1: 15.2652
[40] valid_0's poisson: -105.415 valid_0's l1: 15.2194
[41] valid_0's poisson: -105.503 valid_0's l1: 15.1182
[42] valid_0's poisson: -105.621 valid_0's l1: 15.0142
[43] valid_0's poisson: -105.72 valid_0's l1: 14.9008
[44] valid_0's poisson: -105.76 valid_0's l1: 14.859
[45] valid_0's poisson: -105.778 valid_0's l1: 14.8354
[46] valid_0's poisson: -105.839 valid_0's l1: 14.7555
[47] valid_0's poisson: -105.853 valid_0's l1: 14.7275
[48] valid_0's poisson: -105.912 valid_0's l1: 14.6587
[49] valid_0's poisson: -105.985 valid_0's l1: 14.5471
[50] valid_0's poisson: -106.051 valid_0's l1: 14.4815
[51] valid_0's poisson: -106.042 valid_0's l1: 14.4575
[52] valid_0's poisson: -106.187 valid_0's l1: 14.3204
[53] valid_0's poisson: -106.197 valid_0's l1: 14.3057
[54] valid_0's poisson: -106.232 valid_0's l1: 14.2662
[55] valid_0's poisson: -106.276 valid_0's l1: 14.2174
[56] valid_0's poisson: -106.304 valid_0's l1: 14.1799
[57] valid_0's poisson: -106.37 valid_0's l1: 14.1049
[58] valid_0's poisson: -106.389 valid_0's l1: 14.0743
[59] valid_0's poisson: -106.448 valid_0's l1: 13.9981
[60] valid_0's poisson: -106.456 valid_0's l1: 13.9702
[61] valid_0's poisson: -106.448 valid_0's l1: 13.9389
[62] valid_0's poisson: -106.45 valid_0's l1: 13.9207
[63] valid_0's poisson: -106.483 valid_0's l1: 13.8796
[64] valid_0's poisson: -106.481 valid_0's l1: 13.8095
[65] valid_0's poisson: -106.484 valid_0's l1: 13.7954
[66] valid_0's poisson: -106.477 valid_0's l1: 13.7557
[67] valid_0's poisson: -106.541 valid_0's l1: 13.7123
[68] valid_0's poisson: -106.62 valid_0's l1: 13.6786
[69] valid_0's poisson: -106.628 valid_0's l1: 13.6559
[70] valid_0's poisson: -106.639 valid_0's l1: 13.6406
[71] valid_0's poisson: -106.641 valid_0's l1: 13.6201
[72] valid_0's poisson: -106.697 valid_0's l1: 13.5565
[73] valid_0's poisson: -106.69 valid_0's l1: 13.5448
[74] valid_0's poisson: -106.719 valid_0's l1: 13.5103
[75] valid_0's poisson: -106.74 valid_0's l1: 13.4831
[76] valid_0's poisson: -106.749 valid_0's l1: 13.4648
[77] valid_0's poisson: -106.728 valid_0's l1: 13.3992
[78] valid_0's poisson: -106.735 valid_0's l1: 13.3846
[79] valid_0's poisson: -106.724 valid_0's l1: 13.3707
[80] valid_0's poisson: -106.73 valid_0's l1: 13.3541
[81] valid_0's poisson: -106.732 valid_0's l1: 13.3444
[82] valid_0's poisson: -106.781 valid_0's l1: 13.2905
[83] valid_0's poisson: -106.83 valid_0's l1: 13.2708
[84] valid_0's poisson: -106.833 valid_0's l1: 13.2584
[85] valid_0's poisson: -106.822 valid_0's l1: 13.2383
[86] valid_0's poisson: -106.809 valid_0's l1: 13.2266
[87] valid_0's poisson: -106.826 valid_0's l1: 13.2048
[88] valid_0's poisson: -106.815 valid_0's l1: 13.1932
[89] valid_0's poisson: -106.867 valid_0's l1: 13.1698
[90] valid_0's poisson: -106.867 valid_0's l1: 13.1548
[91] valid_0's poisson: -106.795 valid_0's l1: 13.1369
[92] valid_0's poisson: -106.744 valid_0's l1: 13.1268
[93] valid_0's poisson: -106.786 valid_0's l1: 13.1195
[94] valid_0's poisson: -106.791 valid_0's l1: 13.1117
[95] valid_0's poisson: -106.802 valid_0's l1: 13.0956
[96] valid_0's poisson: -106.808 valid_0's l1: 13.0869
[97] valid_0's poisson: -106.84 valid_0's l1: 13.0831
[98] valid_0's poisson: -106.787 valid_0's l1: 13.071
[99] valid_0's poisson: -106.791 valid_0's l1: 13.0648
[100] valid_0's poisson: -106.841 valid_0's l1: 13.0571
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -83.218 valid_0's l1: 28.3032
[2] valid_0's poisson: -85.5878 valid_0's l1: 27.3242
[3] valid_0's poisson: -87.6243 valid_0's l1: 26.4209
[4] valid_0's poisson: -89.3269 valid_0's l1: 25.5886
[5] valid_0's poisson: -90.7057 valid_0's l1: 24.8667
[6] valid_0's poisson: -91.8733 valid_0's l1: 24.2144
[7] valid_0's poisson: -92.8641 valid_0's l1: 23.6351
[8] valid_0's poisson: -93.7726 valid_0's l1: 23.1245
[9] valid_0's poisson: -94.6158 valid_0's l1: 22.6244
[10] valid_0's poisson: -95.4309 valid_0's l1: 22.1353
[11] valid_0's poisson: -96.0894 valid_0's l1: 21.7091
[12] valid_0's poisson: -96.6674 valid_0's l1: 21.301
[13] valid_0's poisson: -97.7227 valid_0's l1: 20.8372
[14] valid_0's poisson: -98.6232 valid_0's l1: 20.3482
[15] valid_0's poisson: -99.0631 valid_0's l1: 20.0433
[16] valid_0's poisson: -99.7073 valid_0's l1: 19.6475
[17] valid_0's poisson: -100.082 valid_0's l1: 19.3309
[18] valid_0's poisson: -100.448 valid_0's l1: 19.0614
[19] valid_0's poisson: -100.791 valid_0's l1: 18.8175
[20] valid_0's poisson: -101.369 valid_0's l1: 18.4362
[21] valid_0's poisson: -101.593 valid_0's l1: 18.2439
[22] valid_0's poisson: -101.752 valid_0's l1: 18.1013
[23] valid_0's poisson: -102.162 valid_0's l1: 17.8488
[24] valid_0's poisson: -102.357 valid_0's l1: 17.6746
[25] valid_0's poisson: -102.9 valid_0's l1: 17.355
[26] valid_0's poisson: -103.058 valid_0's l1: 17.1878
[27] valid_0's poisson: -103.157 valid_0's l1: 17.0959
[28] valid_0's poisson: -103.435 valid_0's l1: 16.8679
[29] valid_0's poisson: -103.543 valid_0's l1: 16.7609
[30] valid_0's poisson: -103.829 valid_0's l1: 16.5578
[31] valid_0's poisson: -104.182 valid_0's l1: 16.3169
[32] valid_0's poisson: -104.41 valid_0's l1: 16.1453
[33] valid_0's poisson: -104.516 valid_0's l1: 16.0151
[34] valid_0's poisson: -104.632 valid_0's l1: 15.9041
[35] valid_0's poisson: -104.687 valid_0's l1: 15.8414
[36] valid_0's poisson: -104.875 valid_0's l1: 15.6967
[37] valid_0's poisson: -104.945 valid_0's l1: 15.627
[38] valid_0's poisson: -105.079 valid_0's l1: 15.4942
[39] valid_0's poisson: -105.134 valid_0's l1: 15.4403
[40] valid_0's poisson: -105.341 valid_0's l1: 15.2743
[41] valid_0's poisson: -105.433 valid_0's l1: 15.1721
[42] valid_0's poisson: -105.468 valid_0's l1: 15.1344
[43] valid_0's poisson: -105.668 valid_0's l1: 14.964
[44] valid_0's poisson: -105.784 valid_0's l1: 14.8577
[45] valid_0's poisson: -105.85 valid_0's l1: 14.7773
[46] valid_0's poisson: -105.865 valid_0's l1: 14.7541
[47] valid_0's poisson: -106.007 valid_0's l1: 14.6232
[48] valid_0's poisson: -106.048 valid_0's l1: 14.5413
[49] valid_0's poisson: -106.097 valid_0's l1: 14.4854
[50] valid_0's poisson: -106.181 valid_0's l1: 14.3962
[51] valid_0's poisson: -106.178 valid_0's l1: 14.3709
[52] valid_0's poisson: -106.195 valid_0's l1: 14.3476
[53] valid_0's poisson: -106.219 valid_0's l1: 14.2909
[54] valid_0's poisson: -106.264 valid_0's l1: 14.2379
[55] valid_0's poisson: -106.287 valid_0's l1: 14.1896
[56] valid_0's poisson: -106.303 valid_0's l1: 14.1685
[57] valid_0's poisson: -106.357 valid_0's l1: 14.0907
[58] valid_0's poisson: -106.387 valid_0's l1: 14.049
[59] valid_0's poisson: -106.376 valid_0's l1: 14.0143
[60] valid_0's poisson: -106.433 valid_0's l1: 13.9364
[61] valid_0's poisson: -106.538 valid_0's l1: 13.8337
[62] valid_0's poisson: -106.532 valid_0's l1: 13.804
[63] valid_0's poisson: -106.498 valid_0's l1: 13.7834
[64] valid_0's poisson: -106.542 valid_0's l1: 13.7407
[65] valid_0's poisson: -106.583 valid_0's l1: 13.6881
[66] valid_0's poisson: -106.596 valid_0's l1: 13.6636
[67] valid_0's poisson: -106.585 valid_0's l1: 13.6444
[68] valid_0's poisson: -106.594 valid_0's l1: 13.6207
[69] valid_0's poisson: -106.599 valid_0's l1: 13.5819
[70] valid_0's poisson: -106.606 valid_0's l1: 13.5685
[71] valid_0's poisson: -106.594 valid_0's l1: 13.5578
[72] valid_0's poisson: -106.603 valid_0's l1: 13.5388
[73] valid_0's poisson: -106.568 valid_0's l1: 13.5294
[74] valid_0's poisson: -106.632 valid_0's l1: 13.453
[75] valid_0's poisson: -106.645 valid_0's l1: 13.4398
[76] valid_0's poisson: -106.667 valid_0's l1: 13.4281
[77] valid_0's poisson: -106.669 valid_0's l1: 13.4104
[78] valid_0's poisson: -106.627 valid_0's l1: 13.4002
[79] valid_0's poisson: -106.681 valid_0's l1: 13.3344
[80] valid_0's poisson: -106.688 valid_0's l1: 13.3101
[81] valid_0's poisson: -106.726 valid_0's l1: 13.2566
[82] valid_0's poisson: -106.708 valid_0's l1: 13.2438
[83] valid_0's poisson: -106.714 valid_0's l1: 13.2319
[84] valid_0's poisson: -106.721 valid_0's l1: 13.2112
[85] valid_0's poisson: -106.726 valid_0's l1: 13.1954
[86] valid_0's poisson: -106.703 valid_0's l1: 13.1898
[87] valid_0's poisson: -106.643 valid_0's l1: 13.1786
[88] valid_0's poisson: -106.669 valid_0's l1: 13.155
[89] valid_0's poisson: -106.665 valid_0's l1: 13.147
[90] valid_0's poisson: -106.683 valid_0's l1: 13.1347
[91] valid_0's poisson: -106.689 valid_0's l1: 13.1298
[92] valid_0's poisson: -106.646 valid_0's l1: 13.1209
[93] valid_0's poisson: -106.648 valid_0's l1: 13.1167
[94] valid_0's poisson: -106.653 valid_0's l1: 13.1031
[95] valid_0's poisson: -106.66 valid_0's l1: 13.0888
[96] valid_0's poisson: -106.643 valid_0's l1: 13.083
[97] valid_0's poisson: -106.653 valid_0's l1: 13.0643
[98] valid_0's poisson: -106.632 valid_0's l1: 13.0576
[99] valid_0's poisson: -106.647 valid_0's l1: 13.0438
[100] valid_0's poisson: -106.649 valid_0's l1: 13.0342
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.5728 valid_0's l1: 29.29
[2] valid_0's poisson: -80.7604 valid_0's l1: 29.2244
[3] valid_0's poisson: -80.9454 valid_0's l1: 29.159
[4] valid_0's poisson: -81.1278 valid_0's l1: 29.0938
[5] valid_0's poisson: -81.3076 valid_0's l1: 29.0289
[6] valid_0's poisson: -81.485 valid_0's l1: 28.9643
[7] valid_0's poisson: -81.6599 valid_0's l1: 28.8999
[8] valid_0's poisson: -81.8325 valid_0's l1: 28.8364
[9] valid_0's poisson: -82.0027 valid_0's l1: 28.7731
[10] valid_0's poisson: -82.1706 valid_0's l1: 28.7101
[11] valid_0's poisson: -82.3363 valid_0's l1: 28.6474
[12] valid_0's poisson: -82.4998 valid_0's l1: 28.5849
[13] valid_0's poisson: -82.6612 valid_0's l1: 28.5226
[14] valid_0's poisson: -82.8204 valid_0's l1: 28.4606
[15] valid_0's poisson: -82.9776 valid_0's l1: 28.3997
[16] valid_0's poisson: -83.1395 valid_0's l1: 28.3374
[17] valid_0's poisson: -83.2991 valid_0's l1: 28.2754
[18] valid_0's poisson: -83.4567 valid_0's l1: 28.2136
[19] valid_0's poisson: -83.6122 valid_0's l1: 28.152
[20] valid_0's poisson: -83.7657 valid_0's l1: 28.0907
[21] valid_0's poisson: -83.9171 valid_0's l1: 28.0297
[22] valid_0's poisson: -84.0665 valid_0's l1: 27.97
[23] valid_0's poisson: -84.2189 valid_0's l1: 27.9096
[24] valid_0's poisson: -84.3692 valid_0's l1: 27.8494
[25] valid_0's poisson: -84.5176 valid_0's l1: 27.7895
[26] valid_0's poisson: -84.6639 valid_0's l1: 27.7298
[27] valid_0's poisson: -84.8084 valid_0's l1: 27.6703
[28] valid_0's poisson: -84.951 valid_0's l1: 27.6115
[29] valid_0's poisson: -85.0888 valid_0's l1: 27.5533
[30] valid_0's poisson: -85.225 valid_0's l1: 27.4954
[31] valid_0's poisson: -85.3594 valid_0's l1: 27.4377
[32] valid_0's poisson: -85.4922 valid_0's l1: 27.3802
[33] valid_0's poisson: -85.6233 valid_0's l1: 27.3229
[34] valid_0's poisson: -85.7566 valid_0's l1: 27.266
[35] valid_0's poisson: -85.8882 valid_0's l1: 27.2096
[36] valid_0's poisson: -86.0154 valid_0's l1: 27.1541
[37] valid_0's poisson: -86.1442 valid_0's l1: 27.0982
[38] valid_0's poisson: -86.2714 valid_0's l1: 27.0425
[39] valid_0's poisson: -86.3971 valid_0's l1: 26.9872
[40] valid_0's poisson: -86.5211 valid_0's l1: 26.9324
[41] valid_0's poisson: -86.6454 valid_0's l1: 26.8763
[42] valid_0's poisson: -86.7682 valid_0's l1: 26.8207
[43] valid_0's poisson: -86.8886 valid_0's l1: 26.766
[44] valid_0's poisson: -87.0076 valid_0's l1: 26.7116
[45] valid_0's poisson: -87.1252 valid_0's l1: 26.6574
[46] valid_0's poisson: -87.2414 valid_0's l1: 26.6035
[47] valid_0's poisson: -87.3562 valid_0's l1: 26.5501
[48] valid_0's poisson: -87.4696 valid_0's l1: 26.4968
[49] valid_0's poisson: -87.5817 valid_0's l1: 26.444
[50] valid_0's poisson: -87.6876 valid_0's l1: 26.393
[51] valid_0's poisson: -87.7972 valid_0's l1: 26.3409
[52] valid_0's poisson: -87.9054 valid_0's l1: 26.2891
[53] valid_0's poisson: -88.0125 valid_0's l1: 26.2375
[54] valid_0's poisson: -88.1182 valid_0's l1: 26.1863
[55] valid_0's poisson: -88.2228 valid_0's l1: 26.1354
[56] valid_0's poisson: -88.3262 valid_0's l1: 26.0849
[57] valid_0's poisson: -88.4284 valid_0's l1: 26.035
[58] valid_0's poisson: -88.5273 valid_0's l1: 25.986
[59] valid_0's poisson: -88.625 valid_0's l1: 25.9372
[60] valid_0's poisson: -88.7217 valid_0's l1: 25.8887
[61] valid_0's poisson: -88.8172 valid_0's l1: 25.8405
[62] valid_0's poisson: -88.9158 valid_0's l1: 25.7918
[63] valid_0's poisson: -89.0092 valid_0's l1: 25.7442
[64] valid_0's poisson: -89.106 valid_0's l1: 25.6953
[65] valid_0's poisson: -89.1974 valid_0's l1: 25.6483
[66] valid_0's poisson: -89.2918 valid_0's l1: 25.6007
[67] valid_0's poisson: -89.3812 valid_0's l1: 25.5541
[68] valid_0's poisson: -89.4737 valid_0's l1: 25.5071
[69] valid_0's poisson: -89.5614 valid_0's l1: 25.461
[70] valid_0's poisson: -89.6522 valid_0's l1: 25.4146
[71] valid_0's poisson: -89.7381 valid_0's l1: 25.3694
[72] valid_0's poisson: -89.8232 valid_0's l1: 25.3245
[73] valid_0's poisson: -89.9073 valid_0's l1: 25.2797
[74] valid_0's poisson: -89.9905 valid_0's l1: 25.2352
[75] valid_0's poisson: -90.077 valid_0's l1: 25.1904
[76] valid_0's poisson: -90.1625 valid_0's l1: 25.1459
[77] valid_0's poisson: -90.2434 valid_0's l1: 25.1019
[78] valid_0's poisson: -90.3235 valid_0's l1: 25.0587
[79] valid_0's poisson: -90.4052 valid_0's l1: 25.0163
[80] valid_0's poisson: -90.4877 valid_0's l1: 24.9725
[81] valid_0's poisson: -90.57 valid_0's l1: 24.9287
[82] valid_0's poisson: -90.6514 valid_0's l1: 24.8852
[83] valid_0's poisson: -90.732 valid_0's l1: 24.8422
[84] valid_0's poisson: -90.8118 valid_0's l1: 24.7997
[85] valid_0's poisson: -90.8907 valid_0's l1: 24.7573
[86] valid_0's poisson: -90.9682 valid_0's l1: 24.7158
[87] valid_0's poisson: -91.0447 valid_0's l1: 24.6744
[88] valid_0's poisson: -91.1205 valid_0's l1: 24.6332
[89] valid_0's poisson: -91.1956 valid_0's l1: 24.5921
[90] valid_0's poisson: -91.2698 valid_0's l1: 24.5513
[91] valid_0's poisson: -91.3434 valid_0's l1: 24.5108
[92] valid_0's poisson: -91.4167 valid_0's l1: 24.4707
[93] valid_0's poisson: -91.4893 valid_0's l1: 24.4308
[94] valid_0's poisson: -91.5611 valid_0's l1: 24.3914
[95] valid_0's poisson: -91.6323 valid_0's l1: 24.3523
[96] valid_0's poisson: -91.7028 valid_0's l1: 24.3134
[97] valid_0's poisson: -91.7726 valid_0's l1: 24.2748
[98] valid_0's poisson: -91.8417 valid_0's l1: 24.2363
[99] valid_0's poisson: -91.9092 valid_0's l1: 24.1986
[100] valid_0's poisson: -91.9762 valid_0's l1: 24.1611
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.578 valid_0's l1: 29.2883
[2] valid_0's poisson: -80.7704 valid_0's l1: 29.2214
[3] valid_0's poisson: -80.9599 valid_0's l1: 29.1547
[4] valid_0's poisson: -81.1468 valid_0's l1: 29.0882
[5] valid_0's poisson: -81.331 valid_0's l1: 29.0221
[6] valid_0's poisson: -81.5127 valid_0's l1: 28.9561
[7] valid_0's poisson: -81.6917 valid_0's l1: 28.8906
[8] valid_0's poisson: -81.8801 valid_0's l1: 28.8234
[9] valid_0's poisson: -82.0667 valid_0's l1: 28.7565
[10] valid_0's poisson: -82.2505 valid_0's l1: 28.6898
[11] valid_0's poisson: -82.4317 valid_0's l1: 28.6234
[12] valid_0's poisson: -82.6102 valid_0's l1: 28.5572
[13] valid_0's poisson: -82.7862 valid_0's l1: 28.4913
[14] valid_0's poisson: -82.9596 valid_0's l1: 28.4262
[15] valid_0's poisson: -83.1306 valid_0's l1: 28.3614
[16] valid_0's poisson: -83.2992 valid_0's l1: 28.2968
[17] valid_0's poisson: -83.4654 valid_0's l1: 28.2325
[18] valid_0's poisson: -83.6293 valid_0's l1: 28.1685
[19] valid_0's poisson: -83.7909 valid_0's l1: 28.1047
[20] valid_0's poisson: -83.9503 valid_0's l1: 28.0419
[21] valid_0's poisson: -84.1056 valid_0's l1: 27.9804
[22] valid_0's poisson: -84.2588 valid_0's l1: 27.9192
[23] valid_0's poisson: -84.41 valid_0's l1: 27.8582
[24] valid_0's poisson: -84.5591 valid_0's l1: 27.7975
[25] valid_0's poisson: -84.7063 valid_0's l1: 27.737
[26] valid_0's poisson: -84.8515 valid_0's l1: 27.677
[27] valid_0's poisson: -84.9981 valid_0's l1: 27.6173
[28] valid_0's poisson: -85.1427 valid_0's l1: 27.558
[29] valid_0's poisson: -85.2855 valid_0's l1: 27.4988
[30] valid_0's poisson: -85.4264 valid_0's l1: 27.4399
[31] valid_0's poisson: -85.5654 valid_0's l1: 27.3812
[32] valid_0's poisson: -85.6925 valid_0's l1: 27.3252
[33] valid_0's poisson: -85.8283 valid_0's l1: 27.2675
[34] valid_0's poisson: -85.9556 valid_0's l1: 27.2118
[35] valid_0's poisson: -86.0813 valid_0's l1: 27.1564
[36] valid_0's poisson: -86.2068 valid_0's l1: 27.1003
[37] valid_0's poisson: -86.3307 valid_0's l1: 27.0444
[38] valid_0's poisson: -86.4563 valid_0's l1: 26.9888
[39] valid_0's poisson: -86.5826 valid_0's l1: 26.9329
[40] valid_0's poisson: -86.698 valid_0's l1: 26.8798
[41] valid_0's poisson: -86.812 valid_0's l1: 26.8271
[42] valid_0's poisson: -86.9247 valid_0's l1: 26.7748
[43] valid_0's poisson: -87.0454 valid_0's l1: 26.7207
[44] valid_0's poisson: -87.1652 valid_0's l1: 26.6654
[45] valid_0's poisson: -87.2835 valid_0's l1: 26.6104
[46] valid_0's poisson: -87.4 valid_0's l1: 26.557
[47] valid_0's poisson: -87.5151 valid_0's l1: 26.5039
[48] valid_0's poisson: -87.6241 valid_0's l1: 26.4526
[49] valid_0's poisson: -87.7307 valid_0's l1: 26.4016
[50] valid_0's poisson: -87.8371 valid_0's l1: 26.35
[51] valid_0's poisson: -87.9479 valid_0's l1: 26.2967
[52] valid_0's poisson: -88.0567 valid_0's l1: 26.2449
[53] valid_0's poisson: -88.1594 valid_0's l1: 26.194
[54] valid_0's poisson: -88.2658 valid_0's l1: 26.143
[55] valid_0's poisson: -88.371 valid_0's l1: 26.0924
[56] valid_0's poisson: -88.475 valid_0's l1: 26.0421
[57] valid_0's poisson: -88.5731 valid_0's l1: 25.9929
[58] valid_0's poisson: -88.6756 valid_0's l1: 25.942
[59] valid_0's poisson: -88.7769 valid_0's l1: 25.8914
[60] valid_0's poisson: -88.877 valid_0's l1: 25.841
[61] valid_0's poisson: -88.9761 valid_0's l1: 25.7909
[62] valid_0's poisson: -89.0735 valid_0's l1: 25.7422
[63] valid_0's poisson: -89.1701 valid_0's l1: 25.6933
[64] valid_0's poisson: -89.2662 valid_0's l1: 25.6438
[65] valid_0's poisson: -89.356 valid_0's l1: 25.5966
[66] valid_0's poisson: -89.4448 valid_0's l1: 25.5496
[67] valid_0's poisson: -89.5384 valid_0's l1: 25.501
[68] valid_0's poisson: -89.6308 valid_0's l1: 25.4532
[69] valid_0's poisson: -89.7222 valid_0's l1: 25.406
[70] valid_0's poisson: -89.8125 valid_0's l1: 25.359
[71] valid_0's poisson: -89.9019 valid_0's l1: 25.3123
[72] valid_0's poisson: -89.984 valid_0's l1: 25.2683
[73] valid_0's poisson: -90.0717 valid_0's l1: 25.2221
[74] valid_0's poisson: -90.1534 valid_0's l1: 25.1777
[75] valid_0's poisson: -90.2394 valid_0's l1: 25.132
[76] valid_0's poisson: -90.3202 valid_0's l1: 25.0878
[77] valid_0's poisson: -90.4008 valid_0's l1: 25.0444
[78] valid_0's poisson: -90.4806 valid_0's l1: 25.0011
[79] valid_0's poisson: -90.5589 valid_0's l1: 24.9582
[80] valid_0's poisson: -90.637 valid_0's l1: 24.9153
[81] valid_0's poisson: -90.7137 valid_0's l1: 24.8729
[82] valid_0's poisson: -90.7947 valid_0's l1: 24.8293
[83] valid_0's poisson: -90.8689 valid_0's l1: 24.7883
[84] valid_0's poisson: -90.9437 valid_0's l1: 24.7466
[85] valid_0's poisson: -91.0165 valid_0's l1: 24.7064
[86] valid_0's poisson: -91.0884 valid_0's l1: 24.6665
[87] valid_0's poisson: -91.1614 valid_0's l1: 24.6257
[88] valid_0's poisson: -91.2319 valid_0's l1: 24.5866
[89] valid_0's poisson: -91.3031 valid_0's l1: 24.5463
[90] valid_0's poisson: -91.3735 valid_0's l1: 24.5062
[91] valid_0's poisson: -91.4433 valid_0's l1: 24.4664
[92] valid_0's poisson: -91.5127 valid_0's l1: 24.4274
[93] valid_0's poisson: -91.5826 valid_0's l1: 24.3885
[94] valid_0's poisson: -91.6518 valid_0's l1: 24.3498
[95] valid_0's poisson: -91.7204 valid_0's l1: 24.3113
[96] valid_0's poisson: -91.7883 valid_0's l1: 24.2726
[97] valid_0's poisson: -91.8587 valid_0's l1: 24.233
[98] valid_0's poisson: -91.9284 valid_0's l1: 24.1935
[99] valid_0's poisson: -91.9975 valid_0's l1: 24.1542
[100] valid_0's poisson: -92.0622 valid_0's l1: 24.1166
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.5782 valid_0's l1: 29.2884
[2] valid_0's poisson: -80.7712 valid_0's l1: 29.221
[3] valid_0's poisson: -80.9614 valid_0's l1: 29.1538
[4] valid_0's poisson: -81.1489 valid_0's l1: 29.0869
[5] valid_0's poisson: -81.3337 valid_0's l1: 29.0202
[6] valid_0's poisson: -81.516 valid_0's l1: 28.9538
[7] valid_0's poisson: -81.6957 valid_0's l1: 28.8878
[8] valid_0's poisson: -81.8729 valid_0's l1: 28.8226
[9] valid_0's poisson: -82.0476 valid_0's l1: 28.7577
[10] valid_0's poisson: -82.22 valid_0's l1: 28.6929
[11] valid_0's poisson: -82.39 valid_0's l1: 28.6285
[12] valid_0's poisson: -82.5578 valid_0's l1: 28.5643
[13] valid_0's poisson: -82.7233 valid_0's l1: 28.5003
[14] valid_0's poisson: -82.8865 valid_0's l1: 28.4368
[15] valid_0's poisson: -83.0499 valid_0's l1: 28.3741
[16] valid_0's poisson: -83.211 valid_0's l1: 28.3116
[17] valid_0's poisson: -83.37 valid_0's l1: 28.2494
[18] valid_0's poisson: -83.5271 valid_0's l1: 28.1872
[19] valid_0's poisson: -83.6821 valid_0's l1: 28.1252
[20] valid_0's poisson: -83.835 valid_0's l1: 28.0635
[21] valid_0's poisson: -83.9857 valid_0's l1: 28.0027
[22] valid_0's poisson: -84.1401 valid_0's l1: 27.9419
[23] valid_0's poisson: -84.2924 valid_0's l1: 27.8813
[24] valid_0's poisson: -84.4451 valid_0's l1: 27.8203
[25] valid_0's poisson: -84.5958 valid_0's l1: 27.7595
[26] valid_0's poisson: -84.7445 valid_0's l1: 27.6989
[27] valid_0's poisson: -84.8912 valid_0's l1: 27.6385
[28] valid_0's poisson: -85.0359 valid_0's l1: 27.5795
[29] valid_0's poisson: -85.1727 valid_0's l1: 27.5216
[30] valid_0's poisson: -85.3078 valid_0's l1: 27.464
[31] valid_0's poisson: -85.4411 valid_0's l1: 27.4065
[32] valid_0's poisson: -85.5729 valid_0's l1: 27.3493
[33] valid_0's poisson: -85.7029 valid_0's l1: 27.2923
[34] valid_0's poisson: -85.8314 valid_0's l1: 27.2356
[35] valid_0's poisson: -85.9643 valid_0's l1: 27.1789
[36] valid_0's poisson: -86.0934 valid_0's l1: 27.1232
[37] valid_0's poisson: -86.221 valid_0's l1: 27.0677
[38] valid_0's poisson: -86.347 valid_0's l1: 27.0125
[39] valid_0's poisson: -86.4715 valid_0's l1: 26.9574
[40] valid_0's poisson: -86.5967 valid_0's l1: 26.9017
[41] valid_0's poisson: -86.7227 valid_0's l1: 26.8449
[42] valid_0's poisson: -86.8371 valid_0's l1: 26.792
[43] valid_0's poisson: -86.96 valid_0's l1: 26.7364
[44] valid_0's poisson: -87.0814 valid_0's l1: 26.6811
[45] valid_0's poisson: -87.2013 valid_0's l1: 26.626
[46] valid_0's poisson: -87.3198 valid_0's l1: 26.5711
[47] valid_0's poisson: -87.4368 valid_0's l1: 26.5167
[48] valid_0's poisson: -87.5525 valid_0's l1: 26.4627
[49] valid_0's poisson: -87.6667 valid_0's l1: 26.4092
[50] valid_0's poisson: -87.7796 valid_0's l1: 26.356
[51] valid_0's poisson: -87.8912 valid_0's l1: 26.303
[52] valid_0's poisson: -88.0015 valid_0's l1: 26.2502
[53] valid_0's poisson: -88.1104 valid_0's l1: 26.1977
[54] valid_0's poisson: -88.2164 valid_0's l1: 26.1468
[55] valid_0's poisson: -88.3211 valid_0's l1: 26.0962
[56] valid_0's poisson: -88.4229 valid_0's l1: 26.0462
[57] valid_0's poisson: -88.5236 valid_0's l1: 25.9965
[58] valid_0's poisson: -88.6234 valid_0's l1: 25.9468
[59] valid_0's poisson: -88.722 valid_0's l1: 25.8974
[60] valid_0's poisson: -88.8148 valid_0's l1: 25.8503
[61] valid_0's poisson: -88.9066 valid_0's l1: 25.8036
[62] valid_0's poisson: -88.9975 valid_0's l1: 25.7573
[63] valid_0's poisson: -89.0929 valid_0's l1: 25.7095
[64] valid_0's poisson: -89.1884 valid_0's l1: 25.6616
[65] valid_0's poisson: -89.2844 valid_0's l1: 25.6128
[66] valid_0's poisson: -89.3795 valid_0's l1: 25.5642
[67] valid_0's poisson: -89.4734 valid_0's l1: 25.5162
[68] valid_0's poisson: -89.5638 valid_0's l1: 25.4693
[69] valid_0's poisson: -89.6531 valid_0's l1: 25.4231
[70] valid_0's poisson: -89.7407 valid_0's l1: 25.3774
[71] valid_0's poisson: -89.8267 valid_0's l1: 25.3333
[72] valid_0's poisson: -89.9125 valid_0's l1: 25.288
[73] valid_0's poisson: -90.0002 valid_0's l1: 25.242
[74] valid_0's poisson: -90.0869 valid_0's l1: 25.1962
[75] valid_0's poisson: -90.1734 valid_0's l1: 25.1506
[76] valid_0's poisson: -90.2567 valid_0's l1: 25.1063
[77] valid_0's poisson: -90.3391 valid_0's l1: 25.0624
[78] valid_0's poisson: -90.4211 valid_0's l1: 25.0193
[79] valid_0's poisson: -90.5018 valid_0's l1: 24.9767
[80] valid_0's poisson: -90.5833 valid_0's l1: 24.9333
[81] valid_0's poisson: -90.664 valid_0's l1: 24.8902
[82] valid_0's poisson: -90.7438 valid_0's l1: 24.8474
[83] valid_0's poisson: -90.8239 valid_0's l1: 24.8044
[84] valid_0's poisson: -90.902 valid_0's l1: 24.762
[85] valid_0's poisson: -90.9794 valid_0's l1: 24.7197
[86] valid_0's poisson: -91.056 valid_0's l1: 24.678
[87] valid_0's poisson: -91.1299 valid_0's l1: 24.6369
[88] valid_0's poisson: -91.203 valid_0's l1: 24.596
[89] valid_0's poisson: -91.2754 valid_0's l1: 24.5556
[90] valid_0's poisson: -91.3481 valid_0's l1: 24.5153
[91] valid_0's poisson: -91.4202 valid_0's l1: 24.4752
[92] valid_0's poisson: -91.4915 valid_0's l1: 24.4354
[93] valid_0's poisson: -91.562 valid_0's l1: 24.3963
[94] valid_0's poisson: -91.6319 valid_0's l1: 24.3575
[95] valid_0's poisson: -91.7011 valid_0's l1: 24.3189
[96] valid_0's poisson: -91.7695 valid_0's l1: 24.2805
[97] valid_0's poisson: -91.8375 valid_0's l1: 24.2424
[98] valid_0's poisson: -91.9048 valid_0's l1: 24.2044
[99] valid_0's poisson: -91.9715 valid_0's l1: 24.1666
[100] valid_0's poisson: -92.0375 valid_0's l1: 24.1293
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.5734 valid_0's l1: 29.2897
[2] valid_0's poisson: -80.7667 valid_0's l1: 29.2226
[3] valid_0's poisson: -80.9572 valid_0's l1: 29.1558
[4] valid_0's poisson: -81.1461 valid_0's l1: 29.0893
[5] valid_0's poisson: -81.3311 valid_0's l1: 29.023
[6] valid_0's poisson: -81.5134 valid_0's l1: 28.9569
[7] valid_0's poisson: -81.6932 valid_0's l1: 28.8914
[8] valid_0's poisson: -81.8704 valid_0's l1: 28.8266
[9] valid_0's poisson: -82.0464 valid_0's l1: 28.762
[10] valid_0's poisson: -82.22 valid_0's l1: 28.6976
[11] valid_0's poisson: -82.3911 valid_0's l1: 28.6335
[12] valid_0's poisson: -82.5598 valid_0's l1: 28.5697
[13] valid_0's poisson: -82.7262 valid_0's l1: 28.5061
[14] valid_0's poisson: -82.8904 valid_0's l1: 28.4433
[15] valid_0's poisson: -83.0523 valid_0's l1: 28.3811
[16] valid_0's poisson: -83.2121 valid_0's l1: 28.3191
[17] valid_0's poisson: -83.3697 valid_0's l1: 28.2573
[18] valid_0's poisson: -83.5251 valid_0's l1: 28.196
[19] valid_0's poisson: -83.6785 valid_0's l1: 28.1348
[20] valid_0's poisson: -83.8299 valid_0's l1: 28.0739
[21] valid_0's poisson: -83.9793 valid_0's l1: 28.0142
[22] valid_0's poisson: -84.1341 valid_0's l1: 27.953
[23] valid_0's poisson: -84.2867 valid_0's l1: 27.8921
[24] valid_0's poisson: -84.4374 valid_0's l1: 27.8314
[25] valid_0's poisson: -84.586 valid_0's l1: 27.771
[26] valid_0's poisson: -84.7327 valid_0's l1: 27.7107
[27] valid_0's poisson: -84.8774 valid_0's l1: 27.6511
[28] valid_0's poisson: -85.0205 valid_0's l1: 27.5928
[29] valid_0's poisson: -85.1617 valid_0's l1: 27.5346
[30] valid_0's poisson: -85.301 valid_0's l1: 27.4768
[31] valid_0's poisson: -85.4386 valid_0's l1: 27.4191
[32] valid_0's poisson: -85.5744 valid_0's l1: 27.3617
[33] valid_0's poisson: -85.7085 valid_0's l1: 27.3045
[34] valid_0's poisson: -85.8409 valid_0's l1: 27.2482
[35] valid_0's poisson: -85.9672 valid_0's l1: 27.1925
[36] valid_0's poisson: -86.0918 valid_0's l1: 27.1371
[37] valid_0's poisson: -86.215 valid_0's l1: 27.0818
[38] valid_0's poisson: -86.3367 valid_0's l1: 27.0268
[39] valid_0's poisson: -86.462 valid_0's l1: 26.9715
[40] valid_0's poisson: -86.5857 valid_0's l1: 26.9163
[41] valid_0's poisson: -86.7079 valid_0's l1: 26.8617
[42] valid_0's poisson: -86.8287 valid_0's l1: 26.8066
[43] valid_0's poisson: -86.9481 valid_0's l1: 26.7518
[44] valid_0's poisson: -87.0661 valid_0's l1: 26.6973
[45] valid_0's poisson: -87.1828 valid_0's l1: 26.643
[46] valid_0's poisson: -87.2981 valid_0's l1: 26.589
[47] valid_0's poisson: -87.4121 valid_0's l1: 26.5355
[48] valid_0's poisson: -87.5247 valid_0's l1: 26.4833
[49] valid_0's poisson: -87.6361 valid_0's l1: 26.4313
[50] valid_0's poisson: -87.7461 valid_0's l1: 26.3796
[51] valid_0's poisson: -87.8549 valid_0's l1: 26.3275
[52] valid_0's poisson: -87.9624 valid_0's l1: 26.2756
[53] valid_0's poisson: -88.0688 valid_0's l1: 26.224
[54] valid_0's poisson: -88.1729 valid_0's l1: 26.1729
[55] valid_0's poisson: -88.2758 valid_0's l1: 26.1226
[56] valid_0's poisson: -88.3771 valid_0's l1: 26.0736
[57] valid_0's poisson: -88.4777 valid_0's l1: 26.0237
[58] valid_0's poisson: -88.5772 valid_0's l1: 25.974
[59] valid_0's poisson: -88.6751 valid_0's l1: 25.9257
[60] valid_0's poisson: -88.772 valid_0's l1: 25.8776
[61] valid_0's poisson: -88.8679 valid_0's l1: 25.8298
[62] valid_0's poisson: -88.9615 valid_0's l1: 25.7818
[63] valid_0's poisson: -89.0584 valid_0's l1: 25.7326
[64] valid_0's poisson: -89.1542 valid_0's l1: 25.6838
[65] valid_0's poisson: -89.2477 valid_0's l1: 25.6361
[66] valid_0's poisson: -89.3409 valid_0's l1: 25.5882
[67] valid_0's poisson: -89.4329 valid_0's l1: 25.5407
[68] valid_0's poisson: -89.524 valid_0's l1: 25.4933
[69] valid_0's poisson: -89.614 valid_0's l1: 25.4462
[70] valid_0's poisson: -89.7031 valid_0's l1: 25.3997
[71] valid_0's poisson: -89.7907 valid_0's l1: 25.3539
[72] valid_0's poisson: -89.8778 valid_0's l1: 25.3084
[73] valid_0's poisson: -89.9646 valid_0's l1: 25.2623
[74] valid_0's poisson: -90.0505 valid_0's l1: 25.2168
[75] valid_0's poisson: -90.1345 valid_0's l1: 25.1724
[76] valid_0's poisson: -90.2176 valid_0's l1: 25.1282
[77] valid_0's poisson: -90.2999 valid_0's l1: 25.0844
[78] valid_0's poisson: -90.3818 valid_0's l1: 25.0412
[79] valid_0's poisson: -90.4628 valid_0's l1: 24.9984
[80] valid_0's poisson: -90.5436 valid_0's l1: 24.9551
[81] valid_0's poisson: -90.6235 valid_0's l1: 24.912
[82] valid_0's poisson: -90.7021 valid_0's l1: 24.8698
[83] valid_0's poisson: -90.7786 valid_0's l1: 24.8278
[84] valid_0's poisson: -90.8543 valid_0's l1: 24.7859
[85] valid_0's poisson: -90.9292 valid_0's l1: 24.7444
[86] valid_0's poisson: -91.0049 valid_0's l1: 24.703
[87] valid_0's poisson: -91.0799 valid_0's l1: 24.6616
[88] valid_0's poisson: -91.1541 valid_0's l1: 24.6206
[89] valid_0's poisson: -91.2276 valid_0's l1: 24.5795
[90] valid_0's poisson: -91.3003 valid_0's l1: 24.5387
[91] valid_0's poisson: -91.3724 valid_0's l1: 24.4982
[92] valid_0's poisson: -91.4437 valid_0's l1: 24.4582
[93] valid_0's poisson: -91.5143 valid_0's l1: 24.4185
[94] valid_0's poisson: -91.5842 valid_0's l1: 24.3789
[95] valid_0's poisson: -91.6534 valid_0's l1: 24.3395
[96] valid_0's poisson: -91.7219 valid_0's l1: 24.3004
[97] valid_0's poisson: -91.7897 valid_0's l1: 24.2614
[98] valid_0's poisson: -91.8568 valid_0's l1: 24.2229
[99] valid_0's poisson: -91.9233 valid_0's l1: 24.1847
[100] valid_0's poisson: -91.9891 valid_0's l1: 24.1471
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -80.5733 valid_0's l1: 29.2898
[2] valid_0's poisson: -80.7616 valid_0's l1: 29.2237
[3] valid_0's poisson: -80.9473 valid_0's l1: 29.1579
[4] valid_0's poisson: -81.1303 valid_0's l1: 29.0924
[5] valid_0's poisson: -81.3108 valid_0's l1: 29.0271
[6] valid_0's poisson: -81.4889 valid_0's l1: 28.962
[7] valid_0's poisson: -81.6644 valid_0's l1: 28.8972
[8] valid_0's poisson: -81.8376 valid_0's l1: 28.8333
[9] valid_0's poisson: -82.0108 valid_0's l1: 28.7695
[10] valid_0's poisson: -82.1816 valid_0's l1: 28.706
[11] valid_0's poisson: -82.35 valid_0's l1: 28.6427
[12] valid_0's poisson: -82.5162 valid_0's l1: 28.5796
[13] valid_0's poisson: -82.6915 valid_0's l1: 28.5145
[14] valid_0's poisson: -82.8643 valid_0's l1: 28.4498
[15] valid_0's poisson: -83.0241 valid_0's l1: 28.3879
[16] valid_0's poisson: -83.1817 valid_0's l1: 28.3264
[17] valid_0's poisson: -83.3401 valid_0's l1: 28.2642
[18] valid_0's poisson: -83.4964 valid_0's l1: 28.2023
[19] valid_0's poisson: -83.6506 valid_0's l1: 28.1407
[20] valid_0's poisson: -83.8028 valid_0's l1: 28.0793
[21] valid_0's poisson: -83.953 valid_0's l1: 28.0185
[22] valid_0's poisson: -84.1013 valid_0's l1: 27.9582
[23] valid_0's poisson: -84.2476 valid_0's l1: 27.8983
[24] valid_0's poisson: -84.3993 valid_0's l1: 27.8373
[25] valid_0's poisson: -84.5489 valid_0's l1: 27.7765
[26] valid_0's poisson: -84.6966 valid_0's l1: 27.716
[27] valid_0's poisson: -84.8423 valid_0's l1: 27.6557
[28] valid_0's poisson: -84.9868 valid_0's l1: 27.5965
[29] valid_0's poisson: -85.1227 valid_0's l1: 27.539
[30] valid_0's poisson: -85.2569 valid_0's l1: 27.4816
[31] valid_0's poisson: -85.3888 valid_0's l1: 27.4247
[32] valid_0's poisson: -85.5191 valid_0's l1: 27.3679
[33] valid_0's poisson: -85.6478 valid_0's l1: 27.3114
[34] valid_0's poisson: -85.7749 valid_0's l1: 27.2553
[35] valid_0's poisson: -85.9071 valid_0's l1: 27.1987
[36] valid_0's poisson: -86.0377 valid_0's l1: 27.1426
[37] valid_0's poisson: -86.1665 valid_0's l1: 27.0868
[38] valid_0's poisson: -86.2945 valid_0's l1: 27.031
[39] valid_0's poisson: -86.4202 valid_0's l1: 26.9756
[40] valid_0's poisson: -86.5444 valid_0's l1: 26.9204
[41] valid_0's poisson: -86.6611 valid_0's l1: 26.8668
[42] valid_0's poisson: -86.7763 valid_0's l1: 26.814
[43] valid_0's poisson: -86.8902 valid_0's l1: 26.7615
[44] valid_0's poisson: -87.0028 valid_0's l1: 26.7094
[45] valid_0's poisson: -87.1202 valid_0's l1: 26.6563
[46] valid_0's poisson: -87.2302 valid_0's l1: 26.6046
[47] valid_0's poisson: -87.3396 valid_0's l1: 26.553
[48] valid_0's poisson: -87.4531 valid_0's l1: 26.5005
[49] valid_0's poisson: -87.5653 valid_0's l1: 26.4484
[50] valid_0's poisson: -87.6761 valid_0's l1: 26.3967
[51] valid_0's poisson: -87.7857 valid_0's l1: 26.3453
[52] valid_0's poisson: -87.894 valid_0's l1: 26.2941
[53] valid_0's poisson: -88.001 valid_0's l1: 26.243
[54] valid_0's poisson: -88.1069 valid_0's l1: 26.1923
[55] valid_0's poisson: -88.2134 valid_0's l1: 26.1405
[56] valid_0's poisson: -88.3195 valid_0's l1: 26.089
[57] valid_0's poisson: -88.4191 valid_0's l1: 26.04
[58] valid_0's poisson: -88.5222 valid_0's l1: 25.9896
[59] valid_0's poisson: -88.6239 valid_0's l1: 25.9394
[60] valid_0's poisson: -88.7245 valid_0's l1: 25.8895
[61] valid_0's poisson: -88.824 valid_0's l1: 25.8397
[62] valid_0's poisson: -88.9211 valid_0's l1: 25.7912
[63] valid_0's poisson: -89.0175 valid_0's l1: 25.7428
[64] valid_0's poisson: -89.1124 valid_0's l1: 25.6947
[65] valid_0's poisson: -89.2077 valid_0's l1: 25.6464
[66] valid_0's poisson: -89.3019 valid_0's l1: 25.5983
[67] valid_0's poisson: -89.3951 valid_0's l1: 25.5505
[68] valid_0's poisson: -89.4858 valid_0's l1: 25.5038
[69] valid_0's poisson: -89.5756 valid_0's l1: 25.4575
[70] valid_0's poisson: -89.6628 valid_0's l1: 25.4122
[71] valid_0's poisson: -89.7506 valid_0's l1: 25.3665
[72] valid_0's poisson: -89.8358 valid_0's l1: 25.3215
[73] valid_0's poisson: -89.92 valid_0's l1: 25.2766
[74] valid_0's poisson: -90.0034 valid_0's l1: 25.2321
[75] valid_0's poisson: -90.0859 valid_0's l1: 25.1878
[76] valid_0's poisson: -90.1683 valid_0's l1: 25.1441
[77] valid_0's poisson: -90.2498 valid_0's l1: 25.1005
[78] valid_0's poisson: -90.3305 valid_0's l1: 25.0572
[79] valid_0's poisson: -90.4094 valid_0's l1: 25.0149
[80] valid_0's poisson: -90.4875 valid_0's l1: 24.9729
[81] valid_0's poisson: -90.5648 valid_0's l1: 24.931
[82] valid_0's poisson: -90.6423 valid_0's l1: 24.8892
[83] valid_0's poisson: -90.718 valid_0's l1: 24.8477
[84] valid_0's poisson: -90.794 valid_0's l1: 24.8063
[85] valid_0's poisson: -90.8682 valid_0's l1: 24.7653
[86] valid_0's poisson: -90.9417 valid_0's l1: 24.7247
[87] valid_0's poisson: -91.0146 valid_0's l1: 24.6841
[88] valid_0's poisson: -91.0866 valid_0's l1: 24.6438
[89] valid_0's poisson: -91.1589 valid_0's l1: 24.6036
[90] valid_0's poisson: -91.2295 valid_0's l1: 24.5638
[91] valid_0's poisson: -91.3005 valid_0's l1: 24.525
[92] valid_0's poisson: -91.3748 valid_0's l1: 24.4841
[93] valid_0's poisson: -91.4445 valid_0's l1: 24.4448
[94] valid_0's poisson: -91.5135 valid_0's l1: 24.4066
[95] valid_0's poisson: -91.5859 valid_0's l1: 24.3671
[96] valid_0's poisson: -91.6577 valid_0's l1: 24.3278
[97] valid_0's poisson: -91.7286 valid_0's l1: 24.2891
[98] valid_0's poisson: -91.7989 valid_0's l1: 24.2505
[99] valid_0's poisson: -91.8684 valid_0's l1: 24.2121
[100] valid_0's poisson: -91.9373 valid_0's l1: 24.1738
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.836 valid_0's l1: 18.2243
[2] valid_0's poisson: -101.431 valid_0's l1: 14.3455
[3] valid_0's poisson: -102.969 valid_0's l1: 13.348
[4] valid_0's poisson: -102.998 valid_0's l1: 12.7985
[5] valid_0's poisson: -103.145 valid_0's l1: 12.6907
[6] valid_0's poisson: -103.357 valid_0's l1: 12.2217
[7] valid_0's poisson: -102.766 valid_0's l1: 12.2325
[8] valid_0's poisson: -102.484 valid_0's l1: 12.2156
[9] valid_0's poisson: -101.768 valid_0's l1: 12.1739
[10] valid_0's poisson: -102.562 valid_0's l1: 12.1509
[11] valid_0's poisson: -103.286 valid_0's l1: 12.0227
[12] valid_0's poisson: -103.375 valid_0's l1: 11.9975
[13] valid_0's poisson: -102.887 valid_0's l1: 11.9646
[14] valid_0's poisson: -102.483 valid_0's l1: 11.954
[15] valid_0's poisson: -102.738 valid_0's l1: 11.9455
[16] valid_0's poisson: -102.963 valid_0's l1: 11.9534
[17] valid_0's poisson: -102.991 valid_0's l1: 11.9625
[18] valid_0's poisson: -102.865 valid_0's l1: 11.9386
[19] valid_0's poisson: -103.245 valid_0's l1: 11.9217
[20] valid_0's poisson: -103.113 valid_0's l1: 11.9164
[21] valid_0's poisson: -102.996 valid_0's l1: 11.8848
[22] valid_0's poisson: -102.685 valid_0's l1: 11.8796
[23] valid_0's poisson: -102.805 valid_0's l1: 11.8237
[24] valid_0's poisson: -102.807 valid_0's l1: 11.8058
[25] valid_0's poisson: -102.81 valid_0's l1: 11.7835
[26] valid_0's poisson: -102.934 valid_0's l1: 11.7925
[27] valid_0's poisson: -102.738 valid_0's l1: 11.8059
[28] valid_0's poisson: -102.682 valid_0's l1: 11.8258
[29] valid_0's poisson: -103.05 valid_0's l1: 11.8213
[30] valid_0's poisson: -102.885 valid_0's l1: 11.8041
[31] valid_0's poisson: -103.032 valid_0's l1: 11.7713
[32] valid_0's poisson: -103.39 valid_0's l1: 11.7625
[33] valid_0's poisson: -103.173 valid_0's l1: 11.7638
[34] valid_0's poisson: -103.276 valid_0's l1: 11.7656
[35] valid_0's poisson: -102.881 valid_0's l1: 11.758
[36] valid_0's poisson: -102.977 valid_0's l1: 11.7009
[37] valid_0's poisson: -102.875 valid_0's l1: 11.6848
[38] valid_0's poisson: -103.04 valid_0's l1: 11.6832
[39] valid_0's poisson: -103.228 valid_0's l1: 11.6907
[40] valid_0's poisson: -103.142 valid_0's l1: 11.6865
[41] valid_0's poisson: -103.078 valid_0's l1: 11.6668
[42] valid_0's poisson: -102.922 valid_0's l1: 11.6482
[43] valid_0's poisson: -103.042 valid_0's l1: 11.655
[44] valid_0's poisson: -103.057 valid_0's l1: 11.6409
[45] valid_0's poisson: -102.883 valid_0's l1: 11.6501
[46] valid_0's poisson: -103.003 valid_0's l1: 11.6642
[47] valid_0's poisson: -102.91 valid_0's l1: 11.6751
[48] valid_0's poisson: -102.858 valid_0's l1: 11.6782
[49] valid_0's poisson: -102.773 valid_0's l1: 11.6746
[50] valid_0's poisson: -102.864 valid_0's l1: 11.6783
[51] valid_0's poisson: -102.827 valid_0's l1: 11.6414
[52] valid_0's poisson: -103.007 valid_0's l1: 11.6305
[53] valid_0's poisson: -103.067 valid_0's l1: 11.6436
[54] valid_0's poisson: -103.159 valid_0's l1: 11.6286
[55] valid_0's poisson: -103.146 valid_0's l1: 11.6347
[56] valid_0's poisson: -103.051 valid_0's l1: 11.6424
[57] valid_0's poisson: -103.044 valid_0's l1: 11.6473
[58] valid_0's poisson: -103.069 valid_0's l1: 11.6445
[59] valid_0's poisson: -102.833 valid_0's l1: 11.6532
[60] valid_0's poisson: -102.808 valid_0's l1: 11.6298
[61] valid_0's poisson: -102.803 valid_0's l1: 11.6325
[62] valid_0's poisson: -102.681 valid_0's l1: 11.641
[63] valid_0's poisson: -102.74 valid_0's l1: 11.6189
[64] valid_0's poisson: -102.612 valid_0's l1: 11.6267
[65] valid_0's poisson: -102.78 valid_0's l1: 11.6259
[66] valid_0's poisson: -102.673 valid_0's l1: 11.624
[67] valid_0's poisson: -102.734 valid_0's l1: 11.616
[68] valid_0's poisson: -102.607 valid_0's l1: 11.5781
[69] valid_0's poisson: -102.49 valid_0's l1: 11.5617
[70] valid_0's poisson: -102.618 valid_0's l1: 11.4827
[71] valid_0's poisson: -102.724 valid_0's l1: 11.4829
[72] valid_0's poisson: -102.483 valid_0's l1: 11.4853
[73] valid_0's poisson: -102.325 valid_0's l1: 11.4752
[74] valid_0's poisson: -102.39 valid_0's l1: 11.4448
[75] valid_0's poisson: -102.482 valid_0's l1: 11.4402
[76] valid_0's poisson: -102.538 valid_0's l1: 11.4239
[77] valid_0's poisson: -102.48 valid_0's l1: 11.4194
[78] valid_0's poisson: -102.565 valid_0's l1: 11.4129
[79] valid_0's poisson: -102.574 valid_0's l1: 11.4174
[80] valid_0's poisson: -102.537 valid_0's l1: 11.4063
[81] valid_0's poisson: -102.502 valid_0's l1: 11.3958
[82] valid_0's poisson: -102.418 valid_0's l1: 11.4
[83] valid_0's poisson: -102.507 valid_0's l1: 11.4023
[84] valid_0's poisson: -102.559 valid_0's l1: 11.4016
[85] valid_0's poisson: -102.551 valid_0's l1: 11.4116
[86] valid_0's poisson: -102.348 valid_0's l1: 11.4008
[87] valid_0's poisson: -102.494 valid_0's l1: 11.4008
[88] valid_0's poisson: -102.541 valid_0's l1: 11.3886
[89] valid_0's poisson: -102.545 valid_0's l1: 11.3643
[90] valid_0's poisson: -102.757 valid_0's l1: 11.3646
[91] valid_0's poisson: -102.943 valid_0's l1: 11.3733
[92] valid_0's poisson: -102.931 valid_0's l1: 11.3644
[93] valid_0's poisson: -102.872 valid_0's l1: 11.3677
[94] valid_0's poisson: -102.791 valid_0's l1: 11.3735
[95] valid_0's poisson: -102.72 valid_0's l1: 11.3725
[96] valid_0's poisson: -102.694 valid_0's l1: 11.3756
[97] valid_0's poisson: -102.703 valid_0's l1: 11.3769
[98] valid_0's poisson: -102.745 valid_0's l1: 11.36
[99] valid_0's poisson: -102.66 valid_0's l1: 11.3604
[100] valid_0's poisson: -102.741 valid_0's l1: 11.3596
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.755 valid_0's l1: 18.2909
[2] valid_0's poisson: -101.541 valid_0's l1: 15.1552
[3] valid_0's poisson: -101.848 valid_0's l1: 13.9988
[4] valid_0's poisson: -103.227 valid_0's l1: 12.6173
[5] valid_0's poisson: -102.965 valid_0's l1: 12.4011
[6] valid_0's poisson: -101.157 valid_0's l1: 12.2791
[7] valid_0's poisson: -101.28 valid_0's l1: 12.0914
[8] valid_0's poisson: -100.576 valid_0's l1: 12.0655
[9] valid_0's poisson: -100.031 valid_0's l1: 12.0284
[10] valid_0's poisson: -101.168 valid_0's l1: 11.9037
[11] valid_0's poisson: -101.632 valid_0's l1: 11.8492
[12] valid_0's poisson: -101.978 valid_0's l1: 11.8195
[13] valid_0's poisson: -102.091 valid_0's l1: 11.8178
[14] valid_0's poisson: -102.366 valid_0's l1: 11.8247
[15] valid_0's poisson: -101.051 valid_0's l1: 11.6988
[16] valid_0's poisson: -100.801 valid_0's l1: 11.7237
[17] valid_0's poisson: -101.733 valid_0's l1: 11.6617
[18] valid_0's poisson: -101.699 valid_0's l1: 11.6461
[19] valid_0's poisson: -101.448 valid_0's l1: 11.6446
[20] valid_0's poisson: -101.056 valid_0's l1: 11.5953
[21] valid_0's poisson: -100.451 valid_0's l1: 11.5906
[22] valid_0's poisson: -100.52 valid_0's l1: 11.5812
[23] valid_0's poisson: -100.937 valid_0's l1: 11.6013
[24] valid_0's poisson: -100.895 valid_0's l1: 11.5982
[25] valid_0's poisson: -100.882 valid_0's l1: 11.5876
[26] valid_0's poisson: -100.654 valid_0's l1: 11.5843
[27] valid_0's poisson: -100.684 valid_0's l1: 11.5797
[28] valid_0's poisson: -100.59 valid_0's l1: 11.5822
[29] valid_0's poisson: -100.507 valid_0's l1: 11.6021
[30] valid_0's poisson: -100.41 valid_0's l1: 11.5835
[31] valid_0's poisson: -100.577 valid_0's l1: 11.5582
[32] valid_0's poisson: -101.103 valid_0's l1: 11.5418
[33] valid_0's poisson: -101.287 valid_0's l1: 11.5277
[34] valid_0's poisson: -101.705 valid_0's l1: 11.5403
[35] valid_0's poisson: -101.315 valid_0's l1: 11.5351
[36] valid_0's poisson: -101.098 valid_0's l1: 11.5226
[37] valid_0's poisson: -101.19 valid_0's l1: 11.5164
[38] valid_0's poisson: -101.313 valid_0's l1: 11.5122
[39] valid_0's poisson: -101.177 valid_0's l1: 11.4842
[40] valid_0's poisson: -101.163 valid_0's l1: 11.4769
[41] valid_0's poisson: -100.756 valid_0's l1: 11.4947
[42] valid_0's poisson: -100.621 valid_0's l1: 11.4705
[43] valid_0's poisson: -100.519 valid_0's l1: 11.4478
[44] valid_0's poisson: -100.599 valid_0's l1: 11.4405
[45] valid_0's poisson: -101.045 valid_0's l1: 11.4263
[46] valid_0's poisson: -101.061 valid_0's l1: 11.429
[47] valid_0's poisson: -101.114 valid_0's l1: 11.4305
[48] valid_0's poisson: -101.113 valid_0's l1: 11.4439
[49] valid_0's poisson: -101.227 valid_0's l1: 11.4481
[50] valid_0's poisson: -101.267 valid_0's l1: 11.4379
[51] valid_0's poisson: -101.336 valid_0's l1: 11.4341
[52] valid_0's poisson: -101.606 valid_0's l1: 11.4356
[53] valid_0's poisson: -101.717 valid_0's l1: 11.438
[54] valid_0's poisson: -101.526 valid_0's l1: 11.427
[55] valid_0's poisson: -101.549 valid_0's l1: 11.4043
[56] valid_0's poisson: -101.632 valid_0's l1: 11.3979
[57] valid_0's poisson: -101.054 valid_0's l1: 11.4079
[58] valid_0's poisson: -101.327 valid_0's l1: 11.4019
[59] valid_0's poisson: -101.455 valid_0's l1: 11.3971
[60] valid_0's poisson: -101.45 valid_0's l1: 11.3989
[61] valid_0's poisson: -101.822 valid_0's l1: 11.399
[62] valid_0's poisson: -101.708 valid_0's l1: 11.4095
[63] valid_0's poisson: -101.552 valid_0's l1: 11.4051
[64] valid_0's poisson: -101.55 valid_0's l1: 11.4123
[65] valid_0's poisson: -101.471 valid_0's l1: 11.4035
[66] valid_0's poisson: -101.502 valid_0's l1: 11.4014
[67] valid_0's poisson: -101.574 valid_0's l1: 11.4464
[68] valid_0's poisson: -101.082 valid_0's l1: 11.3104
[69] valid_0's poisson: -101.215 valid_0's l1: 11.3078
[70] valid_0's poisson: -101.097 valid_0's l1: 11.3104
[71] valid_0's poisson: -100.789 valid_0's l1: 11.3101
[72] valid_0's poisson: -100.79 valid_0's l1: 11.2982
[73] valid_0's poisson: -100.88 valid_0's l1: 11.2893
[74] valid_0's poisson: -100.982 valid_0's l1: 11.2648
[75] valid_0's poisson: -100.99 valid_0's l1: 11.2742
[76] valid_0's poisson: -100.914 valid_0's l1: 11.261
[77] valid_0's poisson: -100.655 valid_0's l1: 11.2658
[78] valid_0's poisson: -100.668 valid_0's l1: 11.2665
[79] valid_0's poisson: -100.456 valid_0's l1: 11.2662
[80] valid_0's poisson: -100.124 valid_0's l1: 11.2785
[81] valid_0's poisson: -100.198 valid_0's l1: 11.275
[82] valid_0's poisson: -100.278 valid_0's l1: 11.2572
[83] valid_0's poisson: -100.26 valid_0's l1: 11.2544
[84] valid_0's poisson: -100.841 valid_0's l1: 11.1399
[85] valid_0's poisson: -100.926 valid_0's l1: 11.1266
[86] valid_0's poisson: -100.931 valid_0's l1: 11.1296
[87] valid_0's poisson: -100.568 valid_0's l1: 11.1301
[88] valid_0's poisson: -100.559 valid_0's l1: 11.1347
[89] valid_0's poisson: -100.855 valid_0's l1: 11.1307
[90] valid_0's poisson: -101.007 valid_0's l1: 11.122
[91] valid_0's poisson: -101.036 valid_0's l1: 11.1241
[92] valid_0's poisson: -101.218 valid_0's l1: 11.1141
[93] valid_0's poisson: -101.134 valid_0's l1: 11.1037
[94] valid_0's poisson: -101.147 valid_0's l1: 11.1026
[95] valid_0's poisson: -101.188 valid_0's l1: 11.0954
[96] valid_0's poisson: -101.182 valid_0's l1: 11.1033
[97] valid_0's poisson: -101.123 valid_0's l1: 11.109
[98] valid_0's poisson: -101.253 valid_0's l1: 11.1007
[99] valid_0's poisson: -101.418 valid_0's l1: 11.0807
[100] valid_0's poisson: -101.339 valid_0's l1: 11.073
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.877 valid_0's l1: 18.1762
[2] valid_0's poisson: -100.081 valid_0's l1: 14.9886
[3] valid_0's poisson: -104.536 valid_0's l1: 13.1802
[4] valid_0's poisson: -103.266 valid_0's l1: 13.0342
[5] valid_0's poisson: -103.276 valid_0's l1: 13.0126
[6] valid_0's poisson: -103.125 valid_0's l1: 12.6894
[7] valid_0's poisson: -103.389 valid_0's l1: 12.5171
[8] valid_0's poisson: -103.289 valid_0's l1: 12.3167
[9] valid_0's poisson: -103.152 valid_0's l1: 12.2961
[10] valid_0's poisson: -102.739 valid_0's l1: 12.2167
[11] valid_0's poisson: -102.668 valid_0's l1: 12.0252
[12] valid_0's poisson: -103.119 valid_0's l1: 11.9622
[13] valid_0's poisson: -103.409 valid_0's l1: 11.9476
[14] valid_0's poisson: -103.178 valid_0's l1: 11.9452
[15] valid_0's poisson: -102.796 valid_0's l1: 11.8004
[16] valid_0's poisson: -102.867 valid_0's l1: 11.7891
[17] valid_0's poisson: -102.207 valid_0's l1: 11.7913
[18] valid_0's poisson: -102.713 valid_0's l1: 11.7652
[19] valid_0's poisson: -102.591 valid_0's l1: 11.7662
[20] valid_0's poisson: -102.199 valid_0's l1: 11.7302
[21] valid_0's poisson: -102.296 valid_0's l1: 11.7519
[22] valid_0's poisson: -102.162 valid_0's l1: 11.7406
[23] valid_0's poisson: -102.281 valid_0's l1: 11.7568
[24] valid_0's poisson: -102.008 valid_0's l1: 11.7548
[25] valid_0's poisson: -102.162 valid_0's l1: 11.6781
[26] valid_0's poisson: -102.109 valid_0's l1: 11.6796
[27] valid_0's poisson: -102.215 valid_0's l1: 11.688
[28] valid_0's poisson: -102.017 valid_0's l1: 11.6832
[29] valid_0's poisson: -102.217 valid_0's l1: 11.5685
[30] valid_0's poisson: -102.093 valid_0's l1: 11.4963
[31] valid_0's poisson: -101.968 valid_0's l1: 11.4669
[32] valid_0's poisson: -101.823 valid_0's l1: 11.4714
[33] valid_0's poisson: -101.725 valid_0's l1: 11.4464
[34] valid_0's poisson: -102.148 valid_0's l1: 11.4416
[35] valid_0's poisson: -102.109 valid_0's l1: 11.4418
[36] valid_0's poisson: -101.991 valid_0's l1: 11.4474
[37] valid_0's poisson: -102.329 valid_0's l1: 11.4317
[38] valid_0's poisson: -101.75 valid_0's l1: 11.4298
[39] valid_0's poisson: -102.024 valid_0's l1: 11.4325
[40] valid_0's poisson: -101.868 valid_0's l1: 11.4402
[41] valid_0's poisson: -101.901 valid_0's l1: 11.4189
[42] valid_0's poisson: -101.868 valid_0's l1: 11.4217
[43] valid_0's poisson: -101.841 valid_0's l1: 11.4085
[44] valid_0's poisson: -101.848 valid_0's l1: 11.3928
[45] valid_0's poisson: -102.349 valid_0's l1: 11.3729
[46] valid_0's poisson: -102.648 valid_0's l1: 11.361
[47] valid_0's poisson: -102.364 valid_0's l1: 11.3707
[48] valid_0's poisson: -102.436 valid_0's l1: 11.3767
[49] valid_0's poisson: -102.302 valid_0's l1: 11.3758
[50] valid_0's poisson: -102.476 valid_0's l1: 11.3821
[51] valid_0's poisson: -102.348 valid_0's l1: 11.2979
[52] valid_0's poisson: -102.44 valid_0's l1: 11.2502
[53] valid_0's poisson: -102.448 valid_0's l1: 11.2513
[54] valid_0's poisson: -102.259 valid_0's l1: 11.2381
[55] valid_0's poisson: -102.282 valid_0's l1: 11.2498
[56] valid_0's poisson: -102.183 valid_0's l1: 11.257
[57] valid_0's poisson: -102.108 valid_0's l1: 11.2495
[58] valid_0's poisson: -102.11 valid_0's l1: 11.2505
[59] valid_0's poisson: -102.107 valid_0's l1: 11.2353
[60] valid_0's poisson: -102.316 valid_0's l1: 11.237
[61] valid_0's poisson: -102.233 valid_0's l1: 11.2261
[62] valid_0's poisson: -102.222 valid_0's l1: 11.2286
[63] valid_0's poisson: -102.292 valid_0's l1: 11.2283
[64] valid_0's poisson: -102.402 valid_0's l1: 11.2007
[65] valid_0's poisson: -102.551 valid_0's l1: 11.1899
[66] valid_0's poisson: -102.276 valid_0's l1: 11.1883
[67] valid_0's poisson: -102.541 valid_0's l1: 11.1837
[68] valid_0's poisson: -102.396 valid_0's l1: 11.1938
[69] valid_0's poisson: -102.637 valid_0's l1: 11.2019
[70] valid_0's poisson: -102.345 valid_0's l1: 11.2008
[71] valid_0's poisson: -102.495 valid_0's l1: 11.2009
[72] valid_0's poisson: -102.586 valid_0's l1: 11.1594
[73] valid_0's poisson: -102.432 valid_0's l1: 11.1574
[74] valid_0's poisson: -102.354 valid_0's l1: 11.1591
[75] valid_0's poisson: -102.309 valid_0's l1: 11.1428
[76] valid_0's poisson: -102.456 valid_0's l1: 11.1592
[77] valid_0's poisson: -102.464 valid_0's l1: 11.1632
[78] valid_0's poisson: -102.505 valid_0's l1: 11.1375
[79] valid_0's poisson: -102.43 valid_0's l1: 11.1371
[80] valid_0's poisson: -102.443 valid_0's l1: 11.1195
[81] valid_0's poisson: -102.338 valid_0's l1: 11.1198
[82] valid_0's poisson: -102.085 valid_0's l1: 11.1258
[83] valid_0's poisson: -102.077 valid_0's l1: 11.1393
[84] valid_0's poisson: -102.238 valid_0's l1: 11.1271
[85] valid_0's poisson: -102.292 valid_0's l1: 11.1286
[86] valid_0's poisson: -102.218 valid_0's l1: 11.1166
[87] valid_0's poisson: -102.125 valid_0's l1: 11.1231
[88] valid_0's poisson: -102.094 valid_0's l1: 11.1216
[89] valid_0's poisson: -102.118 valid_0's l1: 11.125
[90] valid_0's poisson: -102.214 valid_0's l1: 11.1198
[91] valid_0's poisson: -102.213 valid_0's l1: 11.1237
[92] valid_0's poisson: -102.15 valid_0's l1: 11.1174
[93] valid_0's poisson: -102.202 valid_0's l1: 11.1011
[94] valid_0's poisson: -102.146 valid_0's l1: 11.1058
[95] valid_0's poisson: -102.083 valid_0's l1: 11.1001
[96] valid_0's poisson: -102.164 valid_0's l1: 11.119
[97] valid_0's poisson: -102.068 valid_0's l1: 11.1159
[98] valid_0's poisson: -102.112 valid_0's l1: 11.1139
[99] valid_0's poisson: -102.192 valid_0's l1: 11.1115
[100] valid_0's poisson: -102.033 valid_0's l1: 11.0885
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.82 valid_0's l1: 18.1821
[2] valid_0's poisson: -101.399 valid_0's l1: 14.2276
[3] valid_0's poisson: -102.966 valid_0's l1: 13.5206
[4] valid_0's poisson: -104.482 valid_0's l1: 13.0298
[5] valid_0's poisson: -104.771 valid_0's l1: 12.841
[6] valid_0's poisson: -103.248 valid_0's l1: 12.3594
[7] valid_0's poisson: -104.464 valid_0's l1: 12.2279
[8] valid_0's poisson: -103.71 valid_0's l1: 12.1849
[9] valid_0's poisson: -103.706 valid_0's l1: 12.0548
[10] valid_0's poisson: -102.759 valid_0's l1: 11.881
[11] valid_0's poisson: -103.181 valid_0's l1: 11.8481
[12] valid_0's poisson: -103.472 valid_0's l1: 11.8791
[13] valid_0's poisson: -103.559 valid_0's l1: 11.8564
[14] valid_0's poisson: -103.601 valid_0's l1: 11.7948
[15] valid_0's poisson: -103.265 valid_0's l1: 11.7799
[16] valid_0's poisson: -103.382 valid_0's l1: 11.7709
[17] valid_0's poisson: -103.588 valid_0's l1: 11.6332
[18] valid_0's poisson: -103.503 valid_0's l1: 11.6289
[19] valid_0's poisson: -104.015 valid_0's l1: 11.5586
[20] valid_0's poisson: -104.248 valid_0's l1: 11.5211
[21] valid_0's poisson: -103.351 valid_0's l1: 11.5091
[22] valid_0's poisson: -103.473 valid_0's l1: 11.5021
[23] valid_0's poisson: -103.285 valid_0's l1: 11.5059
[24] valid_0's poisson: -103.138 valid_0's l1: 11.4571
[25] valid_0's poisson: -103.269 valid_0's l1: 11.4301
[26] valid_0's poisson: -103.239 valid_0's l1: 11.2543
[27] valid_0's poisson: -103.027 valid_0's l1: 11.2173
[28] valid_0's poisson: -103.127 valid_0's l1: 11.193
[29] valid_0's poisson: -103.19 valid_0's l1: 11.1907
[30] valid_0's poisson: -103.252 valid_0's l1: 11.174
[31] valid_0's poisson: -103.123 valid_0's l1: 11.1727
[32] valid_0's poisson: -103.096 valid_0's l1: 11.1839
[33] valid_0's poisson: -102.598 valid_0's l1: 11.2015
[34] valid_0's poisson: -103.022 valid_0's l1: 11.2548
[35] valid_0's poisson: -103.038 valid_0's l1: 11.2422
[36] valid_0's poisson: -102.973 valid_0's l1: 11.219
[37] valid_0's poisson: -103.039 valid_0's l1: 11.2202
[38] valid_0's poisson: -103.149 valid_0's l1: 11.2059
[39] valid_0's poisson: -103.045 valid_0's l1: 11.2051
[40] valid_0's poisson: -102.991 valid_0's l1: 11.2081
[41] valid_0's poisson: -103.111 valid_0's l1: 11.1692
[42] valid_0's poisson: -103.088 valid_0's l1: 11.1728
[43] valid_0's poisson: -103.4 valid_0's l1: 11.1662
[44] valid_0's poisson: -103.493 valid_0's l1: 11.1652
[45] valid_0's poisson: -103.657 valid_0's l1: 11.1624
[46] valid_0's poisson: -103.509 valid_0's l1: 11.1718
[47] valid_0's poisson: -103.413 valid_0's l1: 11.18
[48] valid_0's poisson: -103.56 valid_0's l1: 11.1657
[49] valid_0's poisson: -103.547 valid_0's l1: 11.1621
[50] valid_0's poisson: -103.618 valid_0's l1: 11.1334
[51] valid_0's poisson: -103.347 valid_0's l1: 11.1251
[52] valid_0's poisson: -103.36 valid_0's l1: 11.1109
[53] valid_0's poisson: -103.364 valid_0's l1: 11.1266
[54] valid_0's poisson: -103.143 valid_0's l1: 11.1391
[55] valid_0's poisson: -103.155 valid_0's l1: 11.1355
[56] valid_0's poisson: -103.138 valid_0's l1: 11.1383
[57] valid_0's poisson: -103.192 valid_0's l1: 11.1327
[58] valid_0's poisson: -103.079 valid_0's l1: 11.1373
[59] valid_0's poisson: -103.097 valid_0's l1: 11.1315
[60] valid_0's poisson: -103.303 valid_0's l1: 11.1267
[61] valid_0's poisson: -103.439 valid_0's l1: 11.1252
[62] valid_0's poisson: -103.145 valid_0's l1: 11.1207
[63] valid_0's poisson: -103.209 valid_0's l1: 11.1388
[64] valid_0's poisson: -103.072 valid_0's l1: 11.1399
[65] valid_0's poisson: -103.073 valid_0's l1: 11.1426
[66] valid_0's poisson: -103.106 valid_0's l1: 11.1309
[67] valid_0's poisson: -103.157 valid_0's l1: 11.1326
[68] valid_0's poisson: -102.917 valid_0's l1: 11.1496
[69] valid_0's poisson: -102.788 valid_0's l1: 11.1395
[70] valid_0's poisson: -102.758 valid_0's l1: 11.1189
[71] valid_0's poisson: -102.746 valid_0's l1: 11.1104
[72] valid_0's poisson: -102.741 valid_0's l1: 11.0964
[73] valid_0's poisson: -103.772 valid_0's l1: 11.077
[74] valid_0's poisson: -103.944 valid_0's l1: 11.0734
[75] valid_0's poisson: -103.709 valid_0's l1: 11.0678
[76] valid_0's poisson: -103.824 valid_0's l1: 11.059
[77] valid_0's poisson: -103.719 valid_0's l1: 11.0628
[78] valid_0's poisson: -103.774 valid_0's l1: 11.0612
[79] valid_0's poisson: -103.035 valid_0's l1: 11.0464
[80] valid_0's poisson: -103.121 valid_0's l1: 11.0504
[81] valid_0's poisson: -102.953 valid_0's l1: 11.0581
[82] valid_0's poisson: -102.923 valid_0's l1: 11.0597
[83] valid_0's poisson: -102.714 valid_0's l1: 11.0495
[84] valid_0's poisson: -102.733 valid_0's l1: 11.0588
[85] valid_0's poisson: -102.883 valid_0's l1: 11.0463
[86] valid_0's poisson: -102.78 valid_0's l1: 11.0532
[87] valid_0's poisson: -102.863 valid_0's l1: 11.0557
[88] valid_0's poisson: -102.759 valid_0's l1: 11.0762
[89] valid_0's poisson: -102.889 valid_0's l1: 11.079
[90] valid_0's poisson: -102.797 valid_0's l1: 11.0812
[91] valid_0's poisson: -102.828 valid_0's l1: 11.0807
[92] valid_0's poisson: -102.986 valid_0's l1: 11.0711
[93] valid_0's poisson: -103.008 valid_0's l1: 11.0642
[94] valid_0's poisson: -102.824 valid_0's l1: 11.0687
[95] valid_0's poisson: -103.318 valid_0's l1: 11.0227
[96] valid_0's poisson: -102.973 valid_0's l1: 11.016
[97] valid_0's poisson: -103.029 valid_0's l1: 11.013
[98] valid_0's poisson: -103.092 valid_0's l1: 11.002
[99] valid_0's poisson: -103.119 valid_0's l1: 10.9893
[100] valid_0's poisson: -103.114 valid_0's l1: 10.9945
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.831 valid_0's l1: 18.2133
[2] valid_0's poisson: -103.75 valid_0's l1: 14.8805
[3] valid_0's poisson: -101.934 valid_0's l1: 13.4179
[4] valid_0's poisson: -104.113 valid_0's l1: 12.9712
[5] valid_0's poisson: -103.604 valid_0's l1: 12.9028
[6] valid_0's poisson: -103.165 valid_0's l1: 12.8616
[7] valid_0's poisson: -102.71 valid_0's l1: 12.7106
[8] valid_0's poisson: -102.256 valid_0's l1: 12.5738
[9] valid_0's poisson: -102.502 valid_0's l1: 12.4786
[10] valid_0's poisson: -101.908 valid_0's l1: 12.3698
[11] valid_0's poisson: -101.959 valid_0's l1: 12.2691
[12] valid_0's poisson: -102.001 valid_0's l1: 12.2913
[13] valid_0's poisson: -101.788 valid_0's l1: 12.1598
[14] valid_0's poisson: -101.999 valid_0's l1: 12.1691
[15] valid_0's poisson: -102.285 valid_0's l1: 12.1658
[16] valid_0's poisson: -102.135 valid_0's l1: 12.1285
[17] valid_0's poisson: -102.582 valid_0's l1: 12.1183
[18] valid_0's poisson: -102.707 valid_0's l1: 12.121
[19] valid_0's poisson: -102.681 valid_0's l1: 12.0374
[20] valid_0's poisson: -102.813 valid_0's l1: 12.0379
[21] valid_0's poisson: -102.767 valid_0's l1: 12.0336
[22] valid_0's poisson: -102.733 valid_0's l1: 12.0222
[23] valid_0's poisson: -102.782 valid_0's l1: 12.0087
[24] valid_0's poisson: -102.755 valid_0's l1: 11.9656
[25] valid_0's poisson: -102.397 valid_0's l1: 11.9205
[26] valid_0's poisson: -103.454 valid_0's l1: 11.8733
[27] valid_0's poisson: -103.46 valid_0's l1: 11.8337
[28] valid_0's poisson: -103.52 valid_0's l1: 11.816
[29] valid_0's poisson: -103.571 valid_0's l1: 11.8157
[30] valid_0's poisson: -103.462 valid_0's l1: 11.848
[31] valid_0's poisson: -103.626 valid_0's l1: 11.7695
[32] valid_0's poisson: -103.694 valid_0's l1: 11.7606
[33] valid_0's poisson: -103.806 valid_0's l1: 11.7428
[34] valid_0's poisson: -103.686 valid_0's l1: 11.732
[35] valid_0's poisson: -103.253 valid_0's l1: 11.746
[36] valid_0's poisson: -103.515 valid_0's l1: 11.6001
[37] valid_0's poisson: -103.443 valid_0's l1: 11.5948
[38] valid_0's poisson: -103.358 valid_0's l1: 11.6066
[39] valid_0's poisson: -103.626 valid_0's l1: 11.5667
[40] valid_0's poisson: -103.712 valid_0's l1: 11.4746
[41] valid_0's poisson: -103.5 valid_0's l1: 11.4573
[42] valid_0's poisson: -103.501 valid_0's l1: 11.4298
[43] valid_0's poisson: -103.418 valid_0's l1: 11.4142
[44] valid_0's poisson: -103.429 valid_0's l1: 11.4248
[45] valid_0's poisson: -103.284 valid_0's l1: 11.3994
[46] valid_0's poisson: -103.129 valid_0's l1: 11.3805
[47] valid_0's poisson: -103.394 valid_0's l1: 11.3982
[48] valid_0's poisson: -103.344 valid_0's l1: 11.4423
[49] valid_0's poisson: -103.434 valid_0's l1: 11.4461
[50] valid_0's poisson: -103.353 valid_0's l1: 11.4369
[51] valid_0's poisson: -103.197 valid_0's l1: 11.4326
[52] valid_0's poisson: -102.948 valid_0's l1: 11.4465
[53] valid_0's poisson: -103.041 valid_0's l1: 11.4468
[54] valid_0's poisson: -103.127 valid_0's l1: 11.4407
[55] valid_0's poisson: -103.033 valid_0's l1: 11.4454
[56] valid_0's poisson: -103.172 valid_0's l1: 11.4359
[57] valid_0's poisson: -103.113 valid_0's l1: 11.43
[58] valid_0's poisson: -103.229 valid_0's l1: 11.4038
[59] valid_0's poisson: -103.13 valid_0's l1: 11.3949
[60] valid_0's poisson: -103.181 valid_0's l1: 11.3954
[61] valid_0's poisson: -103.193 valid_0's l1: 11.4071
[62] valid_0's poisson: -103.179 valid_0's l1: 11.4009
[63] valid_0's poisson: -103.079 valid_0's l1: 11.4039
[64] valid_0's poisson: -103.234 valid_0's l1: 11.4248
[65] valid_0's poisson: -103.375 valid_0's l1: 11.4186
[66] valid_0's poisson: -103.271 valid_0's l1: 11.4272
[67] valid_0's poisson: -103.009 valid_0's l1: 11.4568
[68] valid_0's poisson: -102.937 valid_0's l1: 11.4426
[69] valid_0's poisson: -102.805 valid_0's l1: 11.4396
[70] valid_0's poisson: -102.623 valid_0's l1: 11.4439
[71] valid_0's poisson: -102.743 valid_0's l1: 11.422
[72] valid_0's poisson: -102.666 valid_0's l1: 11.4299
[73] valid_0's poisson: -102.742 valid_0's l1: 11.4232
[74] valid_0's poisson: -102.941 valid_0's l1: 11.4236
[75] valid_0's poisson: -102.927 valid_0's l1: 11.4205
[76] valid_0's poisson: -102.868 valid_0's l1: 11.4127
[77] valid_0's poisson: -102.829 valid_0's l1: 11.421
[78] valid_0's poisson: -102.824 valid_0's l1: 11.405
[79] valid_0's poisson: -102.86 valid_0's l1: 11.4237
[80] valid_0's poisson: -102.901 valid_0's l1: 11.4174
[81] valid_0's poisson: -102.803 valid_0's l1: 11.4092
[82] valid_0's poisson: -102.534 valid_0's l1: 11.4052
[83] valid_0's poisson: -102.631 valid_0's l1: 11.3804
[84] valid_0's poisson: -102.54 valid_0's l1: 11.3641
[85] valid_0's poisson: -102.661 valid_0's l1: 11.3655
[86] valid_0's poisson: -102.601 valid_0's l1: 11.3625
[87] valid_0's poisson: -102.584 valid_0's l1: 11.338
[88] valid_0's poisson: -102.496 valid_0's l1: 11.3262
[89] valid_0's poisson: -102.543 valid_0's l1: 11.3241
[90] valid_0's poisson: -102.315 valid_0's l1: 11.3188
[91] valid_0's poisson: -102.555 valid_0's l1: 11.3229
[92] valid_0's poisson: -102.315 valid_0's l1: 11.3205
[93] valid_0's poisson: -102.373 valid_0's l1: 11.3088
[94] valid_0's poisson: -102.377 valid_0's l1: 11.3177
[95] valid_0's poisson: -102.292 valid_0's l1: 11.3191
[96] valid_0's poisson: -102.29 valid_0's l1: 11.3103
[97] valid_0's poisson: -102.281 valid_0's l1: 11.3075
[98] valid_0's poisson: -102.255 valid_0's l1: 11.3039
[99] valid_0's poisson: -102.498 valid_0's l1: 11.2915
[100] valid_0's poisson: -102.734 valid_0's l1: 11.2993
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1337 valid_0's l1: 29.0902
[2] valid_0's poisson: -81.8431 valid_0's l1: 28.8302
[3] valid_0's poisson: -82.5407 valid_0's l1: 28.5704
[4] valid_0's poisson: -83.2004 valid_0's l1: 28.3167
[5] valid_0's poisson: -83.8181 valid_0's l1: 28.0695
[6] valid_0's poisson: -84.4048 valid_0's l1: 27.8305
[7] valid_0's poisson: -84.9779 valid_0's l1: 27.5898
[8] valid_0's poisson: -85.5344 valid_0's l1: 27.3569
[9] valid_0's poisson: -86.0518 valid_0's l1: 27.1287
[10] valid_0's poisson: -86.5467 valid_0's l1: 26.9079
[11] valid_0's poisson: -87.031 valid_0's l1: 26.6909
[12] valid_0's poisson: -87.4999 valid_0's l1: 26.4728
[13] valid_0's poisson: -87.9468 valid_0's l1: 26.2602
[14] valid_0's poisson: -88.3731 valid_0's l1: 26.0533
[15] valid_0's poisson: -88.7802 valid_0's l1: 25.8527
[16] valid_0's poisson: -89.1571 valid_0's l1: 25.6603
[17] valid_0's poisson: -89.5313 valid_0's l1: 25.4699
[18] valid_0's poisson: -89.8815 valid_0's l1: 25.2896
[19] valid_0's poisson: -90.2145 valid_0's l1: 25.1109
[20] valid_0's poisson: -90.5505 valid_0's l1: 24.9331
[21] valid_0's poisson: -90.8686 valid_0's l1: 24.7633
[22] valid_0's poisson: -91.1805 valid_0's l1: 24.5951
[23] valid_0's poisson: -91.4643 valid_0's l1: 24.4346
[24] valid_0's poisson: -91.7511 valid_0's l1: 24.2768
[25] valid_0's poisson: -92.0221 valid_0's l1: 24.1264
[26] valid_0's poisson: -92.2883 valid_0's l1: 23.9773
[27] valid_0's poisson: -92.5411 valid_0's l1: 23.8332
[28] valid_0's poisson: -92.7766 valid_0's l1: 23.6934
[29] valid_0's poisson: -93.0252 valid_0's l1: 23.5571
[30] valid_0's poisson: -93.2533 valid_0's l1: 23.4205
[31] valid_0's poisson: -93.4828 valid_0's l1: 23.2875
[32] valid_0's poisson: -93.7067 valid_0's l1: 23.158
[33] valid_0's poisson: -93.9185 valid_0's l1: 23.0353
[34] valid_0's poisson: -94.1307 valid_0's l1: 22.9139
[35] valid_0's poisson: -94.324 valid_0's l1: 22.7945
[36] valid_0's poisson: -94.5475 valid_0's l1: 22.6631
[37] valid_0's poisson: -94.7627 valid_0's l1: 22.5361
[38] valid_0's poisson: -94.97 valid_0's l1: 22.4127
[39] valid_0's poisson: -95.1699 valid_0's l1: 22.293
[40] valid_0's poisson: -95.3369 valid_0's l1: 22.1913
[41] valid_0's poisson: -95.4983 valid_0's l1: 22.0924
[42] valid_0's poisson: -95.6543 valid_0's l1: 21.9969
[43] valid_0's poisson: -95.8268 valid_0's l1: 21.8825
[44] valid_0's poisson: -95.993 valid_0's l1: 21.7712
[45] valid_0's poisson: -96.323 valid_0's l1: 21.6262
[46] valid_0's poisson: -96.4742 valid_0's l1: 21.5193
[47] valid_0's poisson: -96.6238 valid_0's l1: 21.4157
[48] valid_0's poisson: -96.9168 valid_0's l1: 21.2788
[49] valid_0's poisson: -97.2112 valid_0's l1: 21.1452
[50] valid_0's poisson: -97.3463 valid_0's l1: 21.0468
[51] valid_0's poisson: -97.475 valid_0's l1: 20.9633
[52] valid_0's poisson: -97.7147 valid_0's l1: 20.8384
[53] valid_0's poisson: -97.9737 valid_0's l1: 20.714
[54] valid_0's poisson: -98.0881 valid_0's l1: 20.6243
[55] valid_0's poisson: -98.3313 valid_0's l1: 20.5069
[56] valid_0's poisson: -98.4265 valid_0's l1: 20.4405
[57] valid_0's poisson: -98.6441 valid_0's l1: 20.3255
[58] valid_0's poisson: -98.7566 valid_0's l1: 20.2397
[59] valid_0's poisson: -98.8661 valid_0's l1: 20.1554
[60] valid_0's poisson: -98.9544 valid_0's l1: 20.0899
[61] valid_0's poisson: -99.051 valid_0's l1: 20.021
[62] valid_0's poisson: -99.2332 valid_0's l1: 19.9142
[63] valid_0's poisson: -99.3135 valid_0's l1: 19.8549
[64] valid_0's poisson: -99.4006 valid_0's l1: 19.7889
[65] valid_0's poisson: -99.4887 valid_0's l1: 19.7209
[66] valid_0's poisson: -99.576 valid_0's l1: 19.6583
[67] valid_0's poisson: -99.652 valid_0's l1: 19.6011
[68] valid_0's poisson: -99.7145 valid_0's l1: 19.5529
[69] valid_0's poisson: -99.8929 valid_0's l1: 19.4512
[70] valid_0's poisson: -100.063 valid_0's l1: 19.3477
[71] valid_0's poisson: -100.134 valid_0's l1: 19.283
[72] valid_0's poisson: -100.269 valid_0's l1: 19.2094
[73] valid_0's poisson: -100.404 valid_0's l1: 19.131
[74] valid_0's poisson: -100.556 valid_0's l1: 19.0398
[75] valid_0's poisson: -100.646 valid_0's l1: 18.9729
[76] valid_0's poisson: -100.727 valid_0's l1: 18.9017
[77] valid_0's poisson: -100.804 valid_0's l1: 18.8334
[78] valid_0's poisson: -100.864 valid_0's l1: 18.7854
[79] valid_0's poisson: -100.946 valid_0's l1: 18.7198
[80] valid_0's poisson: -101.021 valid_0's l1: 18.6537
[81] valid_0's poisson: -101.067 valid_0's l1: 18.6153
[82] valid_0's poisson: -101.149 valid_0's l1: 18.5547
[83] valid_0's poisson: -101.29 valid_0's l1: 18.4678
[84] valid_0's poisson: -101.342 valid_0's l1: 18.4255
[85] valid_0's poisson: -101.45 valid_0's l1: 18.3629
[86] valid_0's poisson: -101.571 valid_0's l1: 18.2852
[87] valid_0's poisson: -101.67 valid_0's l1: 18.2262
[88] valid_0's poisson: -101.734 valid_0's l1: 18.1671
[89] valid_0's poisson: -101.796 valid_0's l1: 18.1095
[90] valid_0's poisson: -101.911 valid_0's l1: 18.0275
[91] valid_0's poisson: -101.957 valid_0's l1: 17.9886
[92] valid_0's poisson: -102.02 valid_0's l1: 17.9375
[93] valid_0's poisson: -102.054 valid_0's l1: 17.9076
[94] valid_0's poisson: -102.109 valid_0's l1: 17.8541
[95] valid_0's poisson: -102.229 valid_0's l1: 17.7825
[96] valid_0's poisson: -102.328 valid_0's l1: 17.7067
[97] valid_0's poisson: -102.368 valid_0's l1: 17.6719
[98] valid_0's poisson: -102.511 valid_0's l1: 17.5884
[99] valid_0's poisson: -102.589 valid_0's l1: 17.5394
[100] valid_0's poisson: -102.679 valid_0's l1: 17.4689
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1515 valid_0's l1: 29.0862
[2] valid_0's poisson: -81.8778 valid_0's l1: 28.8213
[3] valid_0's poisson: -82.5701 valid_0's l1: 28.5603
[4] valid_0's poisson: -83.2254 valid_0's l1: 28.3057
[5] valid_0's poisson: -83.8873 valid_0's l1: 28.0475
[6] valid_0's poisson: -84.5053 valid_0's l1: 27.8019
[7] valid_0's poisson: -85.0916 valid_0's l1: 27.5604
[8] valid_0's poisson: -85.6607 valid_0's l1: 27.3226
[9] valid_0's poisson: -86.2008 valid_0's l1: 27.0916
[10] valid_0's poisson: -86.6925 valid_0's l1: 26.8671
[11] valid_0's poisson: -87.1709 valid_0's l1: 26.6496
[12] valid_0's poisson: -87.6369 valid_0's l1: 26.43
[13] valid_0's poisson: -88.0827 valid_0's l1: 26.2195
[14] valid_0's poisson: -88.5081 valid_0's l1: 26.0141
[15] valid_0's poisson: -88.8952 valid_0's l1: 25.8182
[16] valid_0's poisson: -89.2892 valid_0's l1: 25.6168
[17] valid_0's poisson: -89.6641 valid_0's l1: 25.4236
[18] valid_0's poisson: -90.0119 valid_0's l1: 25.2432
[19] valid_0's poisson: -90.3574 valid_0's l1: 25.0598
[20] valid_0's poisson: -90.6771 valid_0's l1: 24.8842
[21] valid_0's poisson: -90.9819 valid_0's l1: 24.7132
[22] valid_0's poisson: -91.2701 valid_0's l1: 24.5524
[23] valid_0's poisson: -91.5522 valid_0's l1: 24.3902
[24] valid_0's poisson: -91.8228 valid_0's l1: 24.2365
[25] valid_0's poisson: -92.0893 valid_0's l1: 24.0846
[26] valid_0's poisson: -92.3548 valid_0's l1: 23.9367
[27] valid_0's poisson: -92.6153 valid_0's l1: 23.7868
[28] valid_0's poisson: -92.8659 valid_0's l1: 23.6422
[29] valid_0's poisson: -93.1067 valid_0's l1: 23.5021
[30] valid_0's poisson: -93.3386 valid_0's l1: 23.3688
[31] valid_0's poisson: -93.5624 valid_0's l1: 23.2376
[32] valid_0's poisson: -93.7795 valid_0's l1: 23.1074
[33] valid_0's poisson: -93.9832 valid_0's l1: 22.9891
[34] valid_0's poisson: -94.1891 valid_0's l1: 22.8683
[35] valid_0's poisson: -94.3972 valid_0's l1: 22.7466
[36] valid_0's poisson: -94.5975 valid_0's l1: 22.6264
[37] valid_0's poisson: -94.7892 valid_0's l1: 22.5068
[38] valid_0's poisson: -94.9626 valid_0's l1: 22.3951
[39] valid_0's poisson: -95.1644 valid_0's l1: 22.2746
[40] valid_0's poisson: -95.3589 valid_0's l1: 22.1573
[41] valid_0's poisson: -95.5241 valid_0's l1: 22.0552
[42] valid_0's poisson: -95.6934 valid_0's l1: 21.94
[43] valid_0's poisson: -95.8608 valid_0's l1: 21.8259
[44] valid_0's poisson: -95.9989 valid_0's l1: 21.7367
[45] valid_0's poisson: -96.1541 valid_0's l1: 21.6283
[46] valid_0's poisson: -96.3075 valid_0's l1: 21.5217
[47] valid_0's poisson: -96.4697 valid_0's l1: 21.4257
[48] valid_0's poisson: -96.6107 valid_0's l1: 21.3256
[49] valid_0's poisson: -96.7491 valid_0's l1: 21.2392
[50] valid_0's poisson: -97.0436 valid_0's l1: 21.1112
[51] valid_0's poisson: -97.1593 valid_0's l1: 21.0306
[52] valid_0's poisson: -97.2889 valid_0's l1: 20.9379
[53] valid_0's poisson: -97.399 valid_0's l1: 20.8616
[54] valid_0's poisson: -97.6481 valid_0's l1: 20.7366
[55] valid_0's poisson: -97.893 valid_0's l1: 20.6087
[56] valid_0's poisson: -98.0002 valid_0's l1: 20.5249
[57] valid_0's poisson: -98.2192 valid_0's l1: 20.4084
[58] valid_0's poisson: -98.3102 valid_0's l1: 20.3438
[59] valid_0's poisson: -98.5604 valid_0's l1: 20.2232
[60] valid_0's poisson: -98.6671 valid_0's l1: 20.1415
[61] valid_0's poisson: -98.7692 valid_0's l1: 20.0725
[62] valid_0's poisson: -98.9605 valid_0's l1: 19.9799
[63] valid_0's poisson: -99.0547 valid_0's l1: 19.9121
[64] valid_0's poisson: -99.1391 valid_0's l1: 19.8423
[65] valid_0's poisson: -99.3037 valid_0's l1: 19.7591
[66] valid_0's poisson: -99.4946 valid_0's l1: 19.6501
[67] valid_0's poisson: -99.5633 valid_0's l1: 19.5992
[68] valid_0's poisson: -99.6492 valid_0's l1: 19.5378
[69] valid_0's poisson: -99.7363 valid_0's l1: 19.4663
[70] valid_0's poisson: -99.8883 valid_0's l1: 19.3874
[71] valid_0's poisson: -99.985 valid_0's l1: 19.31
[72] valid_0's poisson: -100.079 valid_0's l1: 19.2344
[73] valid_0's poisson: -100.17 valid_0's l1: 19.162
[74] valid_0's poisson: -100.254 valid_0's l1: 19.0902
[75] valid_0's poisson: -100.334 valid_0's l1: 19.0306
[76] valid_0's poisson: -100.465 valid_0's l1: 18.9477
[77] valid_0's poisson: -100.544 valid_0's l1: 18.8808
[78] valid_0's poisson: -100.629 valid_0's l1: 18.8186
[79] valid_0's poisson: -100.703 valid_0's l1: 18.7544
[80] valid_0's poisson: -100.784 valid_0's l1: 18.6964
[81] valid_0's poisson: -100.959 valid_0's l1: 18.6008
[82] valid_0's poisson: -101.086 valid_0's l1: 18.5305
[83] valid_0's poisson: -101.165 valid_0's l1: 18.4647
[84] valid_0's poisson: -101.206 valid_0's l1: 18.4292
[85] valid_0's poisson: -101.324 valid_0's l1: 18.3618
[86] valid_0's poisson: -101.436 valid_0's l1: 18.2967
[87] valid_0's poisson: -101.485 valid_0's l1: 18.2564
[88] valid_0's poisson: -101.615 valid_0's l1: 18.1701
[89] valid_0's poisson: -101.651 valid_0's l1: 18.1378
[90] valid_0's poisson: -101.819 valid_0's l1: 18.0456
[91] valid_0's poisson: -101.937 valid_0's l1: 17.9616
[92] valid_0's poisson: -101.986 valid_0's l1: 17.9195
[93] valid_0's poisson: -102.026 valid_0's l1: 17.8855
[94] valid_0's poisson: -102.141 valid_0's l1: 17.8069
[95] valid_0's poisson: -102.226 valid_0's l1: 17.7568
[96] valid_0's poisson: -102.316 valid_0's l1: 17.7026
[97] valid_0's poisson: -102.456 valid_0's l1: 17.6224
[98] valid_0's poisson: -102.5 valid_0's l1: 17.5837
[99] valid_0's poisson: -102.582 valid_0's l1: 17.5341
[100] valid_0's poisson: -102.61 valid_0's l1: 17.5082
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1542 valid_0's l1: 29.084
[2] valid_0's poisson: -81.8821 valid_0's l1: 28.8182
[3] valid_0's poisson: -82.5715 valid_0's l1: 28.5571
[4] valid_0's poisson: -83.2245 valid_0's l1: 28.3025
[5] valid_0's poisson: -83.8524 valid_0's l1: 28.0525
[6] valid_0's poisson: -84.4481 valid_0's l1: 27.8106
[7] valid_0's poisson: -85.0342 valid_0's l1: 27.5708
[8] valid_0's poisson: -85.5765 valid_0's l1: 27.3389
[9] valid_0's poisson: -86.0923 valid_0's l1: 27.1118
[10] valid_0's poisson: -86.5695 valid_0's l1: 26.8944
[11] valid_0's poisson: -87.061 valid_0's l1: 26.6751
[12] valid_0's poisson: -87.5379 valid_0's l1: 26.4542
[13] valid_0's poisson: -87.9918 valid_0's l1: 26.2393
[14] valid_0's poisson: -88.4175 valid_0's l1: 26.0349
[15] valid_0's poisson: -88.7984 valid_0's l1: 25.8445
[16] valid_0's poisson: -89.1876 valid_0's l1: 25.6516
[17] valid_0's poisson: -89.5702 valid_0's l1: 25.4575
[18] valid_0's poisson: -89.9336 valid_0's l1: 25.2695
[19] valid_0's poisson: -90.2816 valid_0's l1: 25.0872
[20] valid_0's poisson: -90.61 valid_0's l1: 24.912
[21] valid_0's poisson: -90.9218 valid_0's l1: 24.7416
[22] valid_0's poisson: -91.2293 valid_0's l1: 24.5742
[23] valid_0's poisson: -91.5164 valid_0's l1: 24.4131
[24] valid_0's poisson: -91.7951 valid_0's l1: 24.2577
[25] valid_0's poisson: -92.0599 valid_0's l1: 24.1062
[26] valid_0's poisson: -92.3299 valid_0's l1: 23.9581
[27] valid_0's poisson: -92.602 valid_0's l1: 23.8111
[28] valid_0's poisson: -92.8486 valid_0's l1: 23.6693
[29] valid_0's poisson: -93.0863 valid_0's l1: 23.5329
[30] valid_0's poisson: -93.32 valid_0's l1: 23.3995
[31] valid_0's poisson: -93.5477 valid_0's l1: 23.2669
[32] valid_0's poisson: -93.7636 valid_0's l1: 23.138
[33] valid_0's poisson: -94.0091 valid_0's l1: 22.9979
[34] valid_0's poisson: -94.2106 valid_0's l1: 22.8751
[35] valid_0's poisson: -94.4046 valid_0's l1: 22.7559
[36] valid_0's poisson: -94.6189 valid_0's l1: 22.6215
[37] valid_0's poisson: -94.8355 valid_0's l1: 22.4932
[38] valid_0's poisson: -95.0444 valid_0's l1: 22.3737
[39] valid_0's poisson: -95.2374 valid_0's l1: 22.2505
[40] valid_0's poisson: -95.4308 valid_0's l1: 22.14
[41] valid_0's poisson: -95.6223 valid_0's l1: 22.0228
[42] valid_0's poisson: -95.8063 valid_0's l1: 21.9084
[43] valid_0's poisson: -95.9587 valid_0's l1: 21.8132
[44] valid_0's poisson: -96.1208 valid_0's l1: 21.7014
[45] valid_0's poisson: -96.2599 valid_0's l1: 21.6098
[46] valid_0's poisson: -96.402 valid_0's l1: 21.5103
[47] valid_0's poisson: -96.5321 valid_0's l1: 21.4243
[48] valid_0's poisson: -96.8144 valid_0's l1: 21.3061
[49] valid_0's poisson: -97.0878 valid_0's l1: 21.177
[50] valid_0's poisson: -97.2276 valid_0's l1: 21.0777
[51] valid_0's poisson: -97.3666 valid_0's l1: 20.9901
[52] valid_0's poisson: -97.5014 valid_0's l1: 20.8948
[53] valid_0's poisson: -97.6309 valid_0's l1: 20.8136
[54] valid_0's poisson: -97.8914 valid_0's l1: 20.6819
[55] valid_0's poisson: -98.1443 valid_0's l1: 20.565
[56] valid_0's poisson: -98.2413 valid_0's l1: 20.4956
[57] valid_0's poisson: -98.4714 valid_0's l1: 20.3726
[58] valid_0's poisson: -98.6891 valid_0's l1: 20.2531
[59] valid_0's poisson: -98.7924 valid_0's l1: 20.1814
[60] valid_0's poisson: -98.8886 valid_0's l1: 20.1125
[61] valid_0's poisson: -99.0903 valid_0's l1: 19.9973
[62] valid_0's poisson: -99.2694 valid_0's l1: 19.903
[63] valid_0's poisson: -99.3628 valid_0's l1: 19.8369
[64] valid_0's poisson: -99.5535 valid_0's l1: 19.7266
[65] valid_0's poisson: -99.6168 valid_0's l1: 19.6768
[66] valid_0's poisson: -99.7091 valid_0's l1: 19.6011
[67] valid_0's poisson: -99.7961 valid_0's l1: 19.5328
[68] valid_0's poisson: -99.8804 valid_0's l1: 19.4658
[69] valid_0's poisson: -99.9379 valid_0's l1: 19.4198
[70] valid_0's poisson: -100.038 valid_0's l1: 19.3414
[71] valid_0's poisson: -100.13 valid_0's l1: 19.2645
[72] valid_0's poisson: -100.223 valid_0's l1: 19.1961
[73] valid_0's poisson: -100.311 valid_0's l1: 19.1221
[74] valid_0's poisson: -100.363 valid_0's l1: 19.0776
[75] valid_0's poisson: -100.534 valid_0's l1: 18.9736
[76] valid_0's poisson: -100.703 valid_0's l1: 18.877
[77] valid_0's poisson: -100.753 valid_0's l1: 18.8365
[78] valid_0's poisson: -100.831 valid_0's l1: 18.7683
[79] valid_0's poisson: -100.908 valid_0's l1: 18.7021
[80] valid_0's poisson: -100.968 valid_0's l1: 18.6527
[81] valid_0's poisson: -101.041 valid_0's l1: 18.5888
[82] valid_0's poisson: -101.165 valid_0's l1: 18.519
[83] valid_0's poisson: -101.308 valid_0's l1: 18.4271
[84] valid_0's poisson: -101.352 valid_0's l1: 18.3874
[85] valid_0's poisson: -101.472 valid_0's l1: 18.3135
[86] valid_0's poisson: -101.585 valid_0's l1: 18.2476
[87] valid_0's poisson: -101.752 valid_0's l1: 18.1559
[88] valid_0's poisson: -101.855 valid_0's l1: 18.0957
[89] valid_0's poisson: -102.009 valid_0's l1: 18.0081
[90] valid_0's poisson: -102.045 valid_0's l1: 17.9771
[91] valid_0's poisson: -102.161 valid_0's l1: 17.8956
[92] valid_0's poisson: -102.305 valid_0's l1: 17.8094
[93] valid_0's poisson: -102.391 valid_0's l1: 17.7452
[94] valid_0's poisson: -102.525 valid_0's l1: 17.6633
[95] valid_0's poisson: -102.577 valid_0's l1: 17.6096
[96] valid_0's poisson: -102.608 valid_0's l1: 17.582
[97] valid_0's poisson: -102.706 valid_0's l1: 17.5096
[98] valid_0's poisson: -102.828 valid_0's l1: 17.4339
[99] valid_0's poisson: -102.875 valid_0's l1: 17.3843
[100] valid_0's poisson: -102.92 valid_0's l1: 17.3362
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1354 valid_0's l1: 29.0898
[2] valid_0's poisson: -81.8658 valid_0's l1: 28.8246
[3] valid_0's poisson: -82.5608 valid_0's l1: 28.5655
[4] valid_0's poisson: -83.2182 valid_0's l1: 28.3126
[5] valid_0's poisson: -83.8408 valid_0's l1: 28.0652
[6] valid_0's poisson: -84.431 valid_0's l1: 27.8266
[7] valid_0's poisson: -85.0196 valid_0's l1: 27.5851
[8] valid_0's poisson: -85.5786 valid_0's l1: 27.3517
[9] valid_0's poisson: -86.1097 valid_0's l1: 27.1245
[10] valid_0's poisson: -86.5978 valid_0's l1: 26.9027
[11] valid_0's poisson: -87.0631 valid_0's l1: 26.6868
[12] valid_0's poisson: -87.5265 valid_0's l1: 26.4696
[13] valid_0's poisson: -87.9702 valid_0's l1: 26.2607
[14] valid_0's poisson: -88.3925 valid_0's l1: 26.0545
[15] valid_0's poisson: -88.7902 valid_0's l1: 25.8588
[16] valid_0's poisson: -89.1588 valid_0's l1: 25.6684
[17] valid_0's poisson: -89.5284 valid_0's l1: 25.4779
[18] valid_0's poisson: -89.884 valid_0's l1: 25.2944
[19] valid_0's poisson: -90.2232 valid_0's l1: 25.1154
[20] valid_0's poisson: -90.5498 valid_0's l1: 24.9424
[21] valid_0's poisson: -90.8664 valid_0's l1: 24.77
[22] valid_0's poisson: -91.1645 valid_0's l1: 24.604
[23] valid_0's poisson: -91.4563 valid_0's l1: 24.4401
[24] valid_0's poisson: -91.7365 valid_0's l1: 24.2816
[25] valid_0's poisson: -92.0057 valid_0's l1: 24.1267
[26] valid_0's poisson: -92.2641 valid_0's l1: 23.9783
[27] valid_0's poisson: -92.5132 valid_0's l1: 23.8334
[28] valid_0's poisson: -92.7591 valid_0's l1: 23.6954
[29] valid_0's poisson: -92.9976 valid_0's l1: 23.5554
[30] valid_0's poisson: -93.2249 valid_0's l1: 23.4219
[31] valid_0's poisson: -93.4385 valid_0's l1: 23.292
[32] valid_0's poisson: -93.6583 valid_0's l1: 23.1655
[33] valid_0's poisson: -93.871 valid_0's l1: 23.0414
[34] valid_0's poisson: -94.0662 valid_0's l1: 22.9205
[35] valid_0's poisson: -94.2694 valid_0's l1: 22.8068
[36] valid_0's poisson: -94.4971 valid_0's l1: 22.6733
[37] valid_0's poisson: -94.7164 valid_0's l1: 22.5445
[38] valid_0's poisson: -94.9136 valid_0's l1: 22.4231
[39] valid_0's poisson: -95.1035 valid_0's l1: 22.3065
[40] valid_0's poisson: -95.2761 valid_0's l1: 22.2
[41] valid_0's poisson: -95.4359 valid_0's l1: 22.0984
[42] valid_0's poisson: -95.5867 valid_0's l1: 22.002
[43] valid_0's poisson: -95.7648 valid_0's l1: 21.8906
[44] valid_0's poisson: -95.9016 valid_0's l1: 21.7962
[45] valid_0's poisson: -96.0341 valid_0's l1: 21.7043
[46] valid_0's poisson: -96.1908 valid_0's l1: 21.5969
[47] valid_0's poisson: -96.3515 valid_0's l1: 21.5017
[48] valid_0's poisson: -96.6546 valid_0's l1: 21.3739
[49] valid_0's poisson: -96.9582 valid_0's l1: 21.2353
[50] valid_0's poisson: -97.0974 valid_0's l1: 21.1359
[51] valid_0's poisson: -97.2049 valid_0's l1: 21.0637
[52] valid_0's poisson: -97.3369 valid_0's l1: 20.9679
[53] valid_0's poisson: -97.4579 valid_0's l1: 20.8786
[54] valid_0's poisson: -97.5824 valid_0's l1: 20.7984
[55] valid_0's poisson: -97.8384 valid_0's l1: 20.6699
[56] valid_0's poisson: -98.0524 valid_0's l1: 20.5668
[57] valid_0's poisson: -98.1696 valid_0's l1: 20.4802
[58] valid_0's poisson: -98.399 valid_0's l1: 20.373
[59] valid_0's poisson: -98.5079 valid_0's l1: 20.2984
[60] valid_0's poisson: -98.7433 valid_0's l1: 20.1821
[61] valid_0's poisson: -98.8486 valid_0's l1: 20.1007
[62] valid_0's poisson: -98.9447 valid_0's l1: 20.032
[63] valid_0's poisson: -99.119 valid_0's l1: 19.9433
[64] valid_0's poisson: -99.2184 valid_0's l1: 19.8662
[65] valid_0's poisson: -99.322 valid_0's l1: 19.7851
[66] valid_0's poisson: -99.4118 valid_0's l1: 19.7214
[67] valid_0's poisson: -99.5176 valid_0's l1: 19.6423
[68] valid_0's poisson: -99.6131 valid_0's l1: 19.5647
[69] valid_0's poisson: -99.7129 valid_0's l1: 19.4896
[70] valid_0's poisson: -99.8028 valid_0's l1: 19.4158
[71] valid_0's poisson: -99.9537 valid_0's l1: 19.3363
[72] valid_0's poisson: -100.02 valid_0's l1: 19.2854
[73] valid_0's poisson: -100.103 valid_0's l1: 19.2156
[74] valid_0's poisson: -100.185 valid_0's l1: 19.1472
[75] valid_0's poisson: -100.253 valid_0's l1: 19.0946
[76] valid_0's poisson: -100.343 valid_0's l1: 19.0311
[77] valid_0's poisson: -100.505 valid_0's l1: 18.9335
[78] valid_0's poisson: -100.635 valid_0's l1: 18.8616
[79] valid_0's poisson: -100.708 valid_0's l1: 18.7994
[80] valid_0's poisson: -100.834 valid_0's l1: 18.7299
[81] valid_0's poisson: -100.893 valid_0's l1: 18.683
[82] valid_0's poisson: -101.012 valid_0's l1: 18.6163
[83] valid_0's poisson: -101.063 valid_0's l1: 18.5755
[84] valid_0's poisson: -101.178 valid_0's l1: 18.5093
[85] valid_0's poisson: -101.245 valid_0's l1: 18.4494
[86] valid_0's poisson: -101.404 valid_0's l1: 18.3631
[87] valid_0's poisson: -101.457 valid_0's l1: 18.3199
[88] valid_0's poisson: -101.559 valid_0's l1: 18.2573
[89] valid_0's poisson: -101.686 valid_0's l1: 18.171
[90] valid_0's poisson: -101.81 valid_0's l1: 18.0882
[91] valid_0's poisson: -101.858 valid_0's l1: 18.0473
[92] valid_0's poisson: -101.905 valid_0's l1: 18.0084
[93] valid_0's poisson: -101.953 valid_0's l1: 17.9667
[94] valid_0's poisson: -102.109 valid_0's l1: 17.8781
[95] valid_0's poisson: -102.195 valid_0's l1: 17.8249
[96] valid_0's poisson: -102.303 valid_0's l1: 17.7473
[97] valid_0's poisson: -102.334 valid_0's l1: 17.719
[98] valid_0's poisson: -102.414 valid_0's l1: 17.6694
[99] valid_0's poisson: -102.492 valid_0's l1: 17.6104
[100] valid_0's poisson: -102.626 valid_0's l1: 17.5305
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -81.1354 valid_0's l1: 29.0898
[2] valid_0's poisson: -81.8473 valid_0's l1: 28.8282
[3] valid_0's poisson: -82.5301 valid_0's l1: 28.572
[4] valid_0's poisson: -83.2207 valid_0's l1: 28.3121
[5] valid_0's poisson: -83.835 valid_0's l1: 28.0662
[6] valid_0's poisson: -84.4268 valid_0's l1: 27.8247
[7] valid_0's poisson: -84.9894 valid_0's l1: 27.5869
[8] valid_0's poisson: -85.5535 valid_0's l1: 27.3513
[9] valid_0's poisson: -86.0619 valid_0's l1: 27.126
[10] valid_0's poisson: -86.5458 valid_0's l1: 26.9078
[11] valid_0's poisson: -87.0074 valid_0's l1: 26.6954
[12] valid_0's poisson: -87.4729 valid_0's l1: 26.4818
[13] valid_0's poisson: -87.9194 valid_0's l1: 26.2726
[14] valid_0's poisson: -88.3434 valid_0's l1: 26.0681
[15] valid_0's poisson: -88.7372 valid_0's l1: 25.8722
[16] valid_0's poisson: -89.1292 valid_0's l1: 25.6746
[17] valid_0's poisson: -89.5074 valid_0's l1: 25.482
[18] valid_0's poisson: -89.8666 valid_0's l1: 25.2953
[19] valid_0's poisson: -90.1985 valid_0's l1: 25.1167
[20] valid_0's poisson: -90.5205 valid_0's l1: 24.9479
[21] valid_0's poisson: -90.8429 valid_0's l1: 24.7756
[22] valid_0's poisson: -91.1522 valid_0's l1: 24.6081
[23] valid_0's poisson: -91.44 valid_0's l1: 24.4482
[24] valid_0's poisson: -91.7278 valid_0's l1: 24.2899
[25] valid_0's poisson: -92.0044 valid_0's l1: 24.1383
[26] valid_0's poisson: -92.2687 valid_0's l1: 23.9893
[27] valid_0's poisson: -92.5142 valid_0's l1: 23.8464
[28] valid_0's poisson: -92.7607 valid_0's l1: 23.7056
[29] valid_0's poisson: -92.9912 valid_0's l1: 23.5695
[30] valid_0's poisson: -93.2134 valid_0's l1: 23.4367
[31] valid_0's poisson: -93.4275 valid_0's l1: 23.3081
[32] valid_0's poisson: -93.6351 valid_0's l1: 23.1827
[33] valid_0's poisson: -93.8795 valid_0's l1: 23.0446
[34] valid_0's poisson: -94.1145 valid_0's l1: 22.9092
[35] valid_0's poisson: -94.3398 valid_0's l1: 22.7862
[36] valid_0's poisson: -94.5592 valid_0's l1: 22.657
[37] valid_0's poisson: -94.7706 valid_0's l1: 22.5321
[38] valid_0's poisson: -94.9701 valid_0's l1: 22.4118
[39] valid_0's poisson: -95.1423 valid_0's l1: 22.3081
[40] valid_0's poisson: -95.3089 valid_0's l1: 22.2074
[41] valid_0's poisson: -95.4656 valid_0's l1: 22.1059
[42] valid_0's poisson: -95.6442 valid_0's l1: 21.9952
[43] valid_0's poisson: -95.7968 valid_0's l1: 21.8998
[44] valid_0's poisson: -95.9406 valid_0's l1: 21.7992
[45] valid_0's poisson: -96.0928 valid_0's l1: 21.693
[46] valid_0's poisson: -96.2458 valid_0's l1: 21.5974
[47] valid_0's poisson: -96.3937 valid_0's l1: 21.4954
[48] valid_0's poisson: -96.7008 valid_0's l1: 21.3566
[49] valid_0's poisson: -96.8384 valid_0's l1: 21.2587
[50] valid_0's poisson: -97.1416 valid_0's l1: 21.123
[51] valid_0's poisson: -97.4276 valid_0's l1: 20.9918
[52] valid_0's poisson: -97.5412 valid_0's l1: 20.9115
[53] valid_0's poisson: -97.7694 valid_0's l1: 20.7932
[54] valid_0's poisson: -97.8796 valid_0's l1: 20.7083
[55] valid_0's poisson: -98.0007 valid_0's l1: 20.6196
[56] valid_0's poisson: -98.2306 valid_0's l1: 20.4995
[57] valid_0's poisson: -98.3435 valid_0's l1: 20.4144
[58] valid_0's poisson: -98.4365 valid_0's l1: 20.3483
[59] valid_0's poisson: -98.5267 valid_0's l1: 20.2839
[60] valid_0's poisson: -98.6233 valid_0's l1: 20.2168
[61] valid_0's poisson: -98.7281 valid_0's l1: 20.1366
[62] valid_0's poisson: -98.8271 valid_0's l1: 20.0677
[63] valid_0's poisson: -99.0212 valid_0's l1: 19.9595
[64] valid_0's poisson: -99.1251 valid_0's l1: 19.8782
[65] valid_0's poisson: -99.2314 valid_0's l1: 19.8066
[66] valid_0's poisson: -99.3382 valid_0's l1: 19.7321
[67] valid_0's poisson: -99.434 valid_0's l1: 19.6567
[68] valid_0's poisson: -99.5282 valid_0's l1: 19.5806
[69] valid_0's poisson: -99.6266 valid_0's l1: 19.5109
[70] valid_0's poisson: -99.791 valid_0's l1: 19.4274
[71] valid_0's poisson: -99.9709 valid_0's l1: 19.3221
[72] valid_0's poisson: -100.056 valid_0's l1: 19.2516
[73] valid_0's poisson: -100.137 valid_0's l1: 19.1825
[74] valid_0's poisson: -100.21 valid_0's l1: 19.1246
[75] valid_0's poisson: -100.27 valid_0's l1: 19.0785
[76] valid_0's poisson: -100.435 valid_0's l1: 18.9796
[77] valid_0's poisson: -100.512 valid_0's l1: 18.9137
[78] valid_0's poisson: -100.588 valid_0's l1: 18.8501
[79] valid_0's poisson: -100.729 valid_0's l1: 18.7705
[80] valid_0's poisson: -100.778 valid_0's l1: 18.73
[81] valid_0's poisson: -100.909 valid_0's l1: 18.6559
[82] valid_0's poisson: -101.024 valid_0's l1: 18.5787
[83] valid_0's poisson: -101.078 valid_0's l1: 18.5367
[84] valid_0's poisson: -101.211 valid_0's l1: 18.4479
[85] valid_0's poisson: -101.268 valid_0's l1: 18.4011
[86] valid_0's poisson: -101.384 valid_0's l1: 18.3331
[87] valid_0's poisson: -101.562 valid_0's l1: 18.2387
[88] valid_0's poisson: -101.615 valid_0's l1: 18.1953
[89] valid_0's poisson: -101.721 valid_0's l1: 18.133
[90] valid_0's poisson: -101.759 valid_0's l1: 18.0993
[91] valid_0's poisson: -101.86 valid_0's l1: 18.0395
[92] valid_0's poisson: -101.906 valid_0's l1: 18.0006
[93] valid_0's poisson: -102.064 valid_0's l1: 17.9123
[94] valid_0's poisson: -102.099 valid_0's l1: 17.8813
[95] valid_0's poisson: -102.203 valid_0's l1: 17.8076
[96] valid_0's poisson: -102.254 valid_0's l1: 17.7577
[97] valid_0's poisson: -102.34 valid_0's l1: 17.706
[98] valid_0's poisson: -102.37 valid_0's l1: 17.6788
[99] valid_0's poisson: -102.455 valid_0's l1: 17.6274
[100] valid_0's poisson: -102.59 valid_0's l1: 17.5483
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.5732 valid_0's l1: 29.2896
[2] valid_0's poisson: -80.761 valid_0's l1: 29.2237
[3] valid_0's poisson: -80.9461 valid_0's l1: 29.158
[4] valid_0's poisson: -81.1287 valid_0's l1: 29.0926
[5] valid_0's poisson: -81.3088 valid_0's l1: 29.0274
[6] valid_0's poisson: -81.4863 valid_0's l1: 28.9625
[7] valid_0's poisson: -81.6614 valid_0's l1: 28.8979
[8] valid_0's poisson: -81.8342 valid_0's l1: 28.8342
[9] valid_0's poisson: -82.0046 valid_0's l1: 28.7707
[10] valid_0's poisson: -82.1727 valid_0's l1: 28.7074
[11] valid_0's poisson: -82.3386 valid_0's l1: 28.6444
[12] valid_0's poisson: -82.5023 valid_0's l1: 28.5817
[13] valid_0's poisson: -82.6639 valid_0's l1: 28.5191
[14] valid_0's poisson: -82.8233 valid_0's l1: 28.4569
[15] valid_0's poisson: -82.9806 valid_0's l1: 28.3957
[16] valid_0's poisson: -83.1427 valid_0's l1: 28.3332
[17] valid_0's poisson: -83.3025 valid_0's l1: 28.2709
[18] valid_0's poisson: -83.4601 valid_0's l1: 28.2091
[19] valid_0's poisson: -83.6155 valid_0's l1: 28.1476
[20] valid_0's poisson: -83.7689 valid_0's l1: 28.0863
[21] valid_0's poisson: -83.9205 valid_0's l1: 28.0252
[22] valid_0's poisson: -84.07 valid_0's l1: 27.9653
[23] valid_0's poisson: -84.2226 valid_0's l1: 27.9047
[24] valid_0's poisson: -84.373 valid_0's l1: 27.8443
[25] valid_0's poisson: -84.5215 valid_0's l1: 27.7842
[26] valid_0's poisson: -84.6681 valid_0's l1: 27.7243
[27] valid_0's poisson: -84.8127 valid_0's l1: 27.6646
[28] valid_0's poisson: -84.9554 valid_0's l1: 27.6056
[29] valid_0's poisson: -85.0934 valid_0's l1: 27.5472
[30] valid_0's poisson: -85.2297 valid_0's l1: 27.4891
[31] valid_0's poisson: -85.3643 valid_0's l1: 27.4311
[32] valid_0's poisson: -85.4972 valid_0's l1: 27.3734
[33] valid_0's poisson: -85.6284 valid_0's l1: 27.316
[34] valid_0's poisson: -85.7619 valid_0's l1: 27.2589
[35] valid_0's poisson: -85.8937 valid_0's l1: 27.2022
[36] valid_0's poisson: -86.021 valid_0's l1: 27.1467
[37] valid_0's poisson: -86.1498 valid_0's l1: 27.0908
[38] valid_0's poisson: -86.277 valid_0's l1: 27.0351
[39] valid_0's poisson: -86.4027 valid_0's l1: 26.9797
[40] valid_0's poisson: -86.5269 valid_0's l1: 26.9246
[41] valid_0's poisson: -86.6513 valid_0's l1: 26.8684
[42] valid_0's poisson: -86.7742 valid_0's l1: 26.813
[43] valid_0's poisson: -86.8948 valid_0's l1: 26.7581
[44] valid_0's poisson: -87.0139 valid_0's l1: 26.7035
[45] valid_0's poisson: -87.1316 valid_0's l1: 26.6491
[46] valid_0's poisson: -87.2479 valid_0's l1: 26.5951
[47] valid_0's poisson: -87.3628 valid_0's l1: 26.5415
[48] valid_0's poisson: -87.4764 valid_0's l1: 26.4881
[49] valid_0's poisson: -87.5886 valid_0's l1: 26.435
[50] valid_0's poisson: -87.6947 valid_0's l1: 26.3839
[51] valid_0's poisson: -87.8043 valid_0's l1: 26.3317
[52] valid_0's poisson: -87.9127 valid_0's l1: 26.2796
[53] valid_0's poisson: -88.0199 valid_0's l1: 26.2279
[54] valid_0's poisson: -88.1258 valid_0's l1: 26.1766
[55] valid_0's poisson: -88.2304 valid_0's l1: 26.1255
[56] valid_0's poisson: -88.3339 valid_0's l1: 26.0749
[57] valid_0's poisson: -88.4362 valid_0's l1: 26.0248
[58] valid_0's poisson: -88.5352 valid_0's l1: 25.9757
[59] valid_0's poisson: -88.6331 valid_0's l1: 25.9268
[60] valid_0's poisson: -88.7299 valid_0's l1: 25.8781
[61] valid_0's poisson: -88.8256 valid_0's l1: 25.8296
[62] valid_0's poisson: -88.9243 valid_0's l1: 25.7807
[63] valid_0's poisson: -89.0179 valid_0's l1: 25.7329
[64] valid_0's poisson: -89.1149 valid_0's l1: 25.6837
[65] valid_0's poisson: -89.2063 valid_0's l1: 25.6365
[66] valid_0's poisson: -89.3009 valid_0's l1: 25.5889
[67] valid_0's poisson: -89.3906 valid_0's l1: 25.5424
[68] valid_0's poisson: -89.4833 valid_0's l1: 25.4952
[69] valid_0's poisson: -89.5711 valid_0's l1: 25.449
[70] valid_0's poisson: -89.6619 valid_0's l1: 25.4026
[71] valid_0's poisson: -89.7489 valid_0's l1: 25.3579
[72] valid_0's poisson: -89.8341 valid_0's l1: 25.3129
[73] valid_0's poisson: -89.9194 valid_0's l1: 25.2687
[74] valid_0's poisson: -90.0037 valid_0's l1: 25.2247
[75] valid_0's poisson: -90.0906 valid_0's l1: 25.1796
[76] valid_0's poisson: -90.1766 valid_0's l1: 25.1341
[77] valid_0's poisson: -90.2625 valid_0's l1: 25.0885
[78] valid_0's poisson: -90.3475 valid_0's l1: 25.0434
[79] valid_0's poisson: -90.4316 valid_0's l1: 24.9992
[80] valid_0's poisson: -90.5148 valid_0's l1: 24.9551
[81] valid_0's poisson: -90.5972 valid_0's l1: 24.9114
[82] valid_0's poisson: -90.6744 valid_0's l1: 24.8692
[83] valid_0's poisson: -90.7505 valid_0's l1: 24.8275
[84] valid_0's poisson: -90.8294 valid_0's l1: 24.7852
[85] valid_0's poisson: -90.904 valid_0's l1: 24.7438
[86] valid_0's poisson: -90.9823 valid_0's l1: 24.7016
[87] valid_0's poisson: -91.0554 valid_0's l1: 24.661
[88] valid_0's poisson: -91.1281 valid_0's l1: 24.6203
[89] valid_0's poisson: -91.2 valid_0's l1: 24.5799
[90] valid_0's poisson: -91.2725 valid_0's l1: 24.5401
[91] valid_0's poisson: -91.3467 valid_0's l1: 24.4998
[92] valid_0's poisson: -91.4166 valid_0's l1: 24.4601
[93] valid_0's poisson: -91.488 valid_0's l1: 24.4212
[94] valid_0's poisson: -91.5601 valid_0's l1: 24.3817
[95] valid_0's poisson: -91.6314 valid_0's l1: 24.3426
[96] valid_0's poisson: -91.702 valid_0's l1: 24.3037
[97] valid_0's poisson: -91.7721 valid_0's l1: 24.2644
[98] valid_0's poisson: -91.8415 valid_0's l1: 24.2254
[99] valid_0's poisson: -91.9103 valid_0's l1: 24.1865
[100] valid_0's poisson: -91.9782 valid_0's l1: 24.1481
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.5777 valid_0's l1: 29.2887
[2] valid_0's poisson: -80.7703 valid_0's l1: 29.2214
[3] valid_0's poisson: -80.9601 valid_0's l1: 29.1545
[4] valid_0's poisson: -81.1471 valid_0's l1: 29.0878
[5] valid_0's poisson: -81.3316 valid_0's l1: 29.0214
[6] valid_0's poisson: -81.5134 valid_0's l1: 28.9552
[7] valid_0's poisson: -81.6927 valid_0's l1: 28.8894
[8] valid_0's poisson: -81.8812 valid_0's l1: 28.8219
[9] valid_0's poisson: -82.068 valid_0's l1: 28.7548
[10] valid_0's poisson: -82.252 valid_0's l1: 28.6878
[11] valid_0's poisson: -82.4334 valid_0's l1: 28.6212
[12] valid_0's poisson: -82.6121 valid_0's l1: 28.5547
[13] valid_0's poisson: -82.7882 valid_0's l1: 28.4886
[14] valid_0's poisson: -82.9618 valid_0's l1: 28.4232
[15] valid_0's poisson: -83.133 valid_0's l1: 28.3582
[16] valid_0's poisson: -83.3018 valid_0's l1: 28.2933
[17] valid_0's poisson: -83.4682 valid_0's l1: 28.2288
[18] valid_0's poisson: -83.632 valid_0's l1: 28.165
[19] valid_0's poisson: -83.7936 valid_0's l1: 28.1015
[20] valid_0's poisson: -83.9529 valid_0's l1: 28.039
[21] valid_0's poisson: -84.1084 valid_0's l1: 27.9772
[22] valid_0's poisson: -84.2618 valid_0's l1: 27.9157
[23] valid_0's poisson: -84.4131 valid_0's l1: 27.8545
[24] valid_0's poisson: -84.5625 valid_0's l1: 27.7935
[25] valid_0's poisson: -84.7098 valid_0's l1: 27.7328
[26] valid_0's poisson: -84.8553 valid_0's l1: 27.6725
[27] valid_0's poisson: -85.002 valid_0's l1: 27.6126
[28] valid_0's poisson: -85.1469 valid_0's l1: 27.553
[29] valid_0's poisson: -85.2898 valid_0's l1: 27.4936
[30] valid_0's poisson: -85.4309 valid_0's l1: 27.4344
[31] valid_0's poisson: -85.5701 valid_0's l1: 27.3755
[32] valid_0's poisson: -85.6974 valid_0's l1: 27.3192
[33] valid_0's poisson: -85.8334 valid_0's l1: 27.2613
[34] valid_0's poisson: -85.9608 valid_0's l1: 27.2053
[35] valid_0's poisson: -86.0868 valid_0's l1: 27.1497
[36] valid_0's poisson: -86.2124 valid_0's l1: 27.0933
[37] valid_0's poisson: -86.3365 valid_0's l1: 27.0373
[38] valid_0's poisson: -86.4622 valid_0's l1: 26.9814
[39] valid_0's poisson: -86.5887 valid_0's l1: 26.9254
[40] valid_0's poisson: -86.7042 valid_0's l1: 26.8721
[41] valid_0's poisson: -86.8184 valid_0's l1: 26.8191
[42] valid_0's poisson: -86.9313 valid_0's l1: 26.7666
[43] valid_0's poisson: -87.0525 valid_0's l1: 26.7121
[44] valid_0's poisson: -87.1727 valid_0's l1: 26.6564
[45] valid_0's poisson: -87.2914 valid_0's l1: 26.601
[46] valid_0's poisson: -87.4083 valid_0's l1: 26.5472
[47] valid_0's poisson: -87.5238 valid_0's l1: 26.4938
[48] valid_0's poisson: -87.633 valid_0's l1: 26.4422
[49] valid_0's poisson: -87.7408 valid_0's l1: 26.3902
[50] valid_0's poisson: -87.8522 valid_0's l1: 26.3378
[51] valid_0's poisson: -87.9629 valid_0's l1: 26.2844
[52] valid_0's poisson: -88.0718 valid_0's l1: 26.2324
[53] valid_0's poisson: -88.1746 valid_0's l1: 26.1812
[54] valid_0's poisson: -88.2766 valid_0's l1: 26.1305
[55] valid_0's poisson: -88.3822 valid_0's l1: 26.0795
[56] valid_0's poisson: -88.4866 valid_0's l1: 26.0289
[57] valid_0's poisson: -88.5845 valid_0's l1: 25.98
[58] valid_0's poisson: -88.6877 valid_0's l1: 25.9284
[59] valid_0's poisson: -88.7836 valid_0's l1: 25.8796
[60] valid_0's poisson: -88.8846 valid_0's l1: 25.8286
[61] valid_0's poisson: -88.9843 valid_0's l1: 25.7778
[62] valid_0's poisson: -89.083 valid_0's l1: 25.7273
[63] valid_0's poisson: -89.1798 valid_0's l1: 25.6782
[64] valid_0's poisson: -89.2763 valid_0's l1: 25.6283
[65] valid_0's poisson: -89.3718 valid_0's l1: 25.579
[66] valid_0's poisson: -89.4654 valid_0's l1: 25.531
[67] valid_0's poisson: -89.5581 valid_0's l1: 25.4833
[68] valid_0's poisson: -89.6503 valid_0's l1: 25.4354
[69] valid_0's poisson: -89.7412 valid_0's l1: 25.3887
[70] valid_0's poisson: -89.8311 valid_0's l1: 25.3422
[71] valid_0's poisson: -89.9201 valid_0's l1: 25.2959
[72] valid_0's poisson: -90.0082 valid_0's l1: 25.2499
[73] valid_0's poisson: -90.0912 valid_0's l1: 25.2052
[74] valid_0's poisson: -90.1733 valid_0's l1: 25.1608
[75] valid_0's poisson: -90.2592 valid_0's l1: 25.1154
[76] valid_0's poisson: -90.3399 valid_0's l1: 25.0717
[77] valid_0's poisson: -90.4203 valid_0's l1: 25.0285
[78] valid_0's poisson: -90.4994 valid_0's l1: 24.9853
[79] valid_0's poisson: -90.5768 valid_0's l1: 24.9434
[80] valid_0's poisson: -90.6593 valid_0's l1: 24.8993
[81] valid_0's poisson: -90.7408 valid_0's l1: 24.8554
[82] valid_0's poisson: -90.8178 valid_0's l1: 24.8128
[83] valid_0's poisson: -90.8978 valid_0's l1: 24.7693
[84] valid_0's poisson: -90.9731 valid_0's l1: 24.7273
[85] valid_0's poisson: -91.0459 valid_0's l1: 24.6871
[86] valid_0's poisson: -91.1198 valid_0's l1: 24.6458
[87] valid_0's poisson: -91.1927 valid_0's l1: 24.6047
[88] valid_0's poisson: -91.265 valid_0's l1: 24.5637
[89] valid_0's poisson: -91.3365 valid_0's l1: 24.5231
[90] valid_0's poisson: -91.4075 valid_0's l1: 24.4826
[91] valid_0's poisson: -91.4776 valid_0's l1: 24.4421
[92] valid_0's poisson: -91.5471 valid_0's l1: 24.4025
[93] valid_0's poisson: -91.6159 valid_0's l1: 24.3632
[94] valid_0's poisson: -91.685 valid_0's l1: 24.3239
[95] valid_0's poisson: -91.7528 valid_0's l1: 24.2849
[96] valid_0's poisson: -91.8206 valid_0's l1: 24.246
[97] valid_0's poisson: -91.8877 valid_0's l1: 24.2074
[98] valid_0's poisson: -91.9542 valid_0's l1: 24.169
[99] valid_0's poisson: -92.0183 valid_0's l1: 24.1323
[100] valid_0's poisson: -92.0861 valid_0's l1: 24.0949
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.5784 valid_0's l1: 29.2881
[2] valid_0's poisson: -80.7714 valid_0's l1: 29.2207
[3] valid_0's poisson: -80.9616 valid_0's l1: 29.1535
[4] valid_0's poisson: -81.1491 valid_0's l1: 29.0866
[5] valid_0's poisson: -81.334 valid_0's l1: 29.0199
[6] valid_0's poisson: -81.5162 valid_0's l1: 28.9535
[7] valid_0's poisson: -81.6959 valid_0's l1: 28.8875
[8] valid_0's poisson: -81.8732 valid_0's l1: 28.8223
[9] valid_0's poisson: -82.0479 valid_0's l1: 28.7573
[10] valid_0's poisson: -82.2203 valid_0's l1: 28.6926
[11] valid_0's poisson: -82.3903 valid_0's l1: 28.6281
[12] valid_0's poisson: -82.5581 valid_0's l1: 28.5639
[13] valid_0's poisson: -82.7235 valid_0's l1: 28.5
[14] valid_0's poisson: -82.8868 valid_0's l1: 28.4365
[15] valid_0's poisson: -83.0502 valid_0's l1: 28.3737
[16] valid_0's poisson: -83.2113 valid_0's l1: 28.3113
[17] valid_0's poisson: -83.3703 valid_0's l1: 28.249
[18] valid_0's poisson: -83.5274 valid_0's l1: 28.1868
[19] valid_0's poisson: -83.6823 valid_0's l1: 28.1248
[20] valid_0's poisson: -83.8353 valid_0's l1: 28.0631
[21] valid_0's poisson: -83.986 valid_0's l1: 28.0023
[22] valid_0's poisson: -84.1404 valid_0's l1: 27.9415
[23] valid_0's poisson: -84.2926 valid_0's l1: 27.8809
[24] valid_0's poisson: -84.4454 valid_0's l1: 27.8199
[25] valid_0's poisson: -84.5961 valid_0's l1: 27.7591
[26] valid_0's poisson: -84.7448 valid_0's l1: 27.6985
[27] valid_0's poisson: -84.8915 valid_0's l1: 27.6381
[28] valid_0's poisson: -85.0362 valid_0's l1: 27.5791
[29] valid_0's poisson: -85.173 valid_0's l1: 27.5212
[30] valid_0's poisson: -85.3081 valid_0's l1: 27.4636
[31] valid_0's poisson: -85.4415 valid_0's l1: 27.4061
[32] valid_0's poisson: -85.5732 valid_0's l1: 27.3489
[33] valid_0's poisson: -85.7033 valid_0's l1: 27.2919
[34] valid_0's poisson: -85.8317 valid_0's l1: 27.2352
[35] valid_0's poisson: -85.9646 valid_0's l1: 27.1785
[36] valid_0's poisson: -86.0937 valid_0's l1: 27.1228
[37] valid_0's poisson: -86.2213 valid_0's l1: 27.0673
[38] valid_0's poisson: -86.3473 valid_0's l1: 27.012
[39] valid_0's poisson: -86.4718 valid_0's l1: 26.957
[40] valid_0's poisson: -86.5893 valid_0's l1: 26.9027
[41] valid_0's poisson: -86.7154 valid_0's l1: 26.8459
[42] valid_0's poisson: -86.84 valid_0's l1: 26.7898
[43] valid_0's poisson: -86.9533 valid_0's l1: 26.7369
[44] valid_0's poisson: -87.075 valid_0's l1: 26.6813
[45] valid_0's poisson: -87.195 valid_0's l1: 26.6261
[46] valid_0's poisson: -87.3137 valid_0's l1: 26.5713
[47] valid_0's poisson: -87.4309 valid_0's l1: 26.5168
[48] valid_0's poisson: -87.5467 valid_0's l1: 26.4626
[49] valid_0's poisson: -87.6611 valid_0's l1: 26.409
[50] valid_0's poisson: -87.7742 valid_0's l1: 26.3556
[51] valid_0's poisson: -87.8859 valid_0's l1: 26.3024
[52] valid_0's poisson: -87.9963 valid_0's l1: 26.2495
[53] valid_0's poisson: -88.1037 valid_0's l1: 26.1983
[54] valid_0's poisson: -88.2098 valid_0's l1: 26.1472
[55] valid_0's poisson: -88.3147 valid_0's l1: 26.0965
[56] valid_0's poisson: -88.4166 valid_0's l1: 26.0463
[57] valid_0's poisson: -88.5175 valid_0's l1: 25.9963
[58] valid_0's poisson: -88.6126 valid_0's l1: 25.9488
[59] valid_0's poisson: -88.7067 valid_0's l1: 25.9016
[60] valid_0's poisson: -88.8053 valid_0's l1: 25.8526
[61] valid_0's poisson: -88.9028 valid_0's l1: 25.8037
[62] valid_0's poisson: -88.9992 valid_0's l1: 25.7554
[63] valid_0's poisson: -89.0945 valid_0's l1: 25.7077
[64] valid_0's poisson: -89.1916 valid_0's l1: 25.6587
[65] valid_0's poisson: -89.2876 valid_0's l1: 25.6098
[66] valid_0's poisson: -89.3826 valid_0's l1: 25.5612
[67] valid_0's poisson: -89.4747 valid_0's l1: 25.5141
[68] valid_0's poisson: -89.5651 valid_0's l1: 25.4673
[69] valid_0's poisson: -89.6543 valid_0's l1: 25.4212
[70] valid_0's poisson: -89.7419 valid_0's l1: 25.3755
[71] valid_0's poisson: -89.8279 valid_0's l1: 25.3313
[72] valid_0's poisson: -89.9136 valid_0's l1: 25.2859
[73] valid_0's poisson: -90.0013 valid_0's l1: 25.2398
[74] valid_0's poisson: -90.0887 valid_0's l1: 25.1939
[75] valid_0's poisson: -90.1745 valid_0's l1: 25.1483
[76] valid_0's poisson: -90.2594 valid_0's l1: 25.1031
[77] valid_0's poisson: -90.3418 valid_0's l1: 25.0593
[78] valid_0's poisson: -90.4234 valid_0's l1: 25.0162
[79] valid_0's poisson: -90.5044 valid_0's l1: 24.9732
[80] valid_0's poisson: -90.5847 valid_0's l1: 24.9305
[81] valid_0's poisson: -90.6628 valid_0's l1: 24.8881
[82] valid_0's poisson: -90.7427 valid_0's l1: 24.8451
[83] valid_0's poisson: -90.8217 valid_0's l1: 24.8024
[84] valid_0's poisson: -90.8999 valid_0's l1: 24.7599
[85] valid_0's poisson: -90.9773 valid_0's l1: 24.7177
[86] valid_0's poisson: -91.0539 valid_0's l1: 24.6759
[87] valid_0's poisson: -91.1297 valid_0's l1: 24.6342
[88] valid_0's poisson: -91.2048 valid_0's l1: 24.5929
[89] valid_0's poisson: -91.2772 valid_0's l1: 24.5523
[90] valid_0's poisson: -91.3488 valid_0's l1: 24.512
[91] valid_0's poisson: -91.4198 valid_0's l1: 24.4718
[92] valid_0's poisson: -91.4901 valid_0's l1: 24.4321
[93] valid_0's poisson: -91.5605 valid_0's l1: 24.3931
[94] valid_0's poisson: -91.6303 valid_0's l1: 24.3543
[95] valid_0's poisson: -91.6994 valid_0's l1: 24.3158
[96] valid_0's poisson: -91.7677 valid_0's l1: 24.2776
[97] valid_0's poisson: -91.8356 valid_0's l1: 24.2395
[98] valid_0's poisson: -91.9028 valid_0's l1: 24.2016
[99] valid_0's poisson: -91.9684 valid_0's l1: 24.164
[100] valid_0's poisson: -92.0335 valid_0's l1: 24.1268
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.5735 valid_0's l1: 29.2896
[2] valid_0's poisson: -80.7669 valid_0's l1: 29.2223
[3] valid_0's poisson: -80.9575 valid_0's l1: 29.1553
[4] valid_0's poisson: -81.1465 valid_0's l1: 29.0886
[5] valid_0's poisson: -81.3316 valid_0's l1: 29.0221
[6] valid_0's poisson: -81.5141 valid_0's l1: 28.9559
[7] valid_0's poisson: -81.694 valid_0's l1: 28.8902
[8] valid_0's poisson: -81.8718 valid_0's l1: 28.8248
[9] valid_0's poisson: -82.048 valid_0's l1: 28.7601
[10] valid_0's poisson: -82.2216 valid_0's l1: 28.6955
[11] valid_0's poisson: -82.3928 valid_0's l1: 28.6313
[12] valid_0's poisson: -82.5617 valid_0's l1: 28.5673
[13] valid_0's poisson: -82.7282 valid_0's l1: 28.5035
[14] valid_0's poisson: -82.8925 valid_0's l1: 28.4406
[15] valid_0's poisson: -83.0545 valid_0's l1: 28.3782
[16] valid_0's poisson: -83.2144 valid_0's l1: 28.316
[17] valid_0's poisson: -83.3721 valid_0's l1: 28.2541
[18] valid_0's poisson: -83.5276 valid_0's l1: 28.1927
[19] valid_0's poisson: -83.681 valid_0's l1: 28.1315
[20] valid_0's poisson: -83.8325 valid_0's l1: 28.0705
[21] valid_0's poisson: -83.982 valid_0's l1: 28.0107
[22] valid_0's poisson: -84.1369 valid_0's l1: 27.9493
[23] valid_0's poisson: -84.2897 valid_0's l1: 27.8882
[24] valid_0's poisson: -84.4405 valid_0's l1: 27.8272
[25] valid_0's poisson: -84.5893 valid_0's l1: 27.7665
[26] valid_0's poisson: -84.7361 valid_0's l1: 27.7061
[27] valid_0's poisson: -84.881 valid_0's l1: 27.6462
[28] valid_0's poisson: -85.0242 valid_0's l1: 27.5877
[29] valid_0's poisson: -85.1655 valid_0's l1: 27.5293
[30] valid_0's poisson: -85.305 valid_0's l1: 27.4712
[31] valid_0's poisson: -85.4428 valid_0's l1: 27.4133
[32] valid_0's poisson: -85.5787 valid_0's l1: 27.3556
[33] valid_0's poisson: -85.713 valid_0's l1: 27.2982
[34] valid_0's poisson: -85.8455 valid_0's l1: 27.2417
[35] valid_0's poisson: -85.9719 valid_0's l1: 27.1858
[36] valid_0's poisson: -86.0968 valid_0's l1: 27.1301
[37] valid_0's poisson: -86.2201 valid_0's l1: 27.0746
[38] valid_0's poisson: -86.342 valid_0's l1: 27.0195
[39] valid_0's poisson: -86.4673 valid_0's l1: 26.9639
[40] valid_0's poisson: -86.5912 valid_0's l1: 26.9086
[41] valid_0's poisson: -86.7135 valid_0's l1: 26.8539
[42] valid_0's poisson: -86.8344 valid_0's l1: 26.7986
[43] valid_0's poisson: -86.9539 valid_0's l1: 26.7436
[44] valid_0's poisson: -87.0722 valid_0's l1: 26.6889
[45] valid_0's poisson: -87.189 valid_0's l1: 26.6345
[46] valid_0's poisson: -87.3044 valid_0's l1: 26.5803
[47] valid_0's poisson: -87.4185 valid_0's l1: 26.5266
[48] valid_0's poisson: -87.5313 valid_0's l1: 26.4742
[49] valid_0's poisson: -87.6427 valid_0's l1: 26.4221
[50] valid_0's poisson: -87.7529 valid_0's l1: 26.3703
[51] valid_0's poisson: -87.8605 valid_0's l1: 26.3184
[52] valid_0's poisson: -87.9668 valid_0's l1: 26.2667
[53] valid_0's poisson: -88.0719 valid_0's l1: 26.2153
[54] valid_0's poisson: -88.1758 valid_0's l1: 26.1642
[55] valid_0's poisson: -88.2782 valid_0's l1: 26.1146
[56] valid_0's poisson: -88.3795 valid_0's l1: 26.0652
[57] valid_0's poisson: -88.4804 valid_0's l1: 26.015
[58] valid_0's poisson: -88.5777 valid_0's l1: 25.9657
[59] valid_0's poisson: -88.6791 valid_0's l1: 25.9152
[60] valid_0's poisson: -88.7761 valid_0's l1: 25.8669
[61] valid_0's poisson: -88.872 valid_0's l1: 25.8189
[62] valid_0's poisson: -88.9703 valid_0's l1: 25.7692
[63] valid_0's poisson: -89.0675 valid_0's l1: 25.7197
[64] valid_0's poisson: -89.1636 valid_0's l1: 25.6705
[65] valid_0's poisson: -89.2581 valid_0's l1: 25.6219
[66] valid_0's poisson: -89.3515 valid_0's l1: 25.5739
[67] valid_0's poisson: -89.4438 valid_0's l1: 25.5263
[68] valid_0's poisson: -89.5352 valid_0's l1: 25.4789
[69] valid_0's poisson: -89.6255 valid_0's l1: 25.4318
[70] valid_0's poisson: -89.7149 valid_0's l1: 25.3853
[71] valid_0's poisson: -89.8034 valid_0's l1: 25.3389
[72] valid_0's poisson: -89.8909 valid_0's l1: 25.293
[73] valid_0's poisson: -89.9767 valid_0's l1: 25.248
[74] valid_0's poisson: -90.0616 valid_0's l1: 25.2033
[75] valid_0's poisson: -90.1455 valid_0's l1: 25.1591
[76] valid_0's poisson: -90.2285 valid_0's l1: 25.1151
[77] valid_0's poisson: -90.3107 valid_0's l1: 25.0711
[78] valid_0's poisson: -90.3924 valid_0's l1: 25.0281
[79] valid_0's poisson: -90.4733 valid_0's l1: 24.9853
[80] valid_0's poisson: -90.5539 valid_0's l1: 24.942
[81] valid_0's poisson: -90.6337 valid_0's l1: 24.8989
[82] valid_0's poisson: -90.7122 valid_0's l1: 24.8568
[83] valid_0's poisson: -90.7885 valid_0's l1: 24.8147
[84] valid_0's poisson: -90.8641 valid_0's l1: 24.7727
[85] valid_0's poisson: -90.9388 valid_0's l1: 24.7312
[86] valid_0's poisson: -91.0144 valid_0's l1: 24.6897
[87] valid_0's poisson: -91.0893 valid_0's l1: 24.6483
[88] valid_0's poisson: -91.1634 valid_0's l1: 24.6071
[89] valid_0's poisson: -91.2367 valid_0's l1: 24.5663
[90] valid_0's poisson: -91.3093 valid_0's l1: 24.5256
[91] valid_0's poisson: -91.3811 valid_0's l1: 24.4853
[92] valid_0's poisson: -91.4523 valid_0's l1: 24.4455
[93] valid_0's poisson: -91.5227 valid_0's l1: 24.406
[94] valid_0's poisson: -91.5924 valid_0's l1: 24.3666
[95] valid_0's poisson: -91.6614 valid_0's l1: 24.3275
[96] valid_0's poisson: -91.7298 valid_0's l1: 24.2886
[97] valid_0's poisson: -91.7976 valid_0's l1: 24.2496
[98] valid_0's poisson: -91.8648 valid_0's l1: 24.2108
[99] valid_0's poisson: -91.9313 valid_0's l1: 24.1723
[100] valid_0's poisson: -91.9972 valid_0's l1: 24.1343
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -80.5735 valid_0's l1: 29.2896
[2] valid_0's poisson: -80.762 valid_0's l1: 29.2232
[3] valid_0's poisson: -80.9479 valid_0's l1: 29.1571
[4] valid_0's poisson: -81.1311 valid_0's l1: 29.0913
[5] valid_0's poisson: -81.3118 valid_0's l1: 29.0258
[6] valid_0's poisson: -81.49 valid_0's l1: 28.9605
[7] valid_0's poisson: -81.6658 valid_0's l1: 28.8954
[8] valid_0's poisson: -81.8392 valid_0's l1: 28.8313
[9] valid_0's poisson: -82.0126 valid_0's l1: 28.7672
[10] valid_0's poisson: -82.1835 valid_0's l1: 28.7034
[11] valid_0's poisson: -82.3522 valid_0's l1: 28.6398
[12] valid_0's poisson: -82.5185 valid_0's l1: 28.5765
[13] valid_0's poisson: -82.6945 valid_0's l1: 28.5112
[14] valid_0's poisson: -82.8675 valid_0's l1: 28.4462
[15] valid_0's poisson: -83.0275 valid_0's l1: 28.3841
[16] valid_0's poisson: -83.1852 valid_0's l1: 28.3223
[17] valid_0's poisson: -83.3439 valid_0's l1: 28.2599
[18] valid_0's poisson: -83.5003 valid_0's l1: 28.1978
[19] valid_0's poisson: -83.6548 valid_0's l1: 28.1359
[20] valid_0's poisson: -83.8071 valid_0's l1: 28.0743
[21] valid_0's poisson: -83.9575 valid_0's l1: 28.0132
[22] valid_0's poisson: -84.1059 valid_0's l1: 27.9527
[23] valid_0's poisson: -84.2524 valid_0's l1: 27.8926
[24] valid_0's poisson: -84.4043 valid_0's l1: 27.8313
[25] valid_0's poisson: -84.5541 valid_0's l1: 27.7703
[26] valid_0's poisson: -84.7019 valid_0's l1: 27.7095
[27] valid_0's poisson: -84.8478 valid_0's l1: 27.649
[28] valid_0's poisson: -84.9925 valid_0's l1: 27.5896
[29] valid_0's poisson: -85.1285 valid_0's l1: 27.5319
[30] valid_0's poisson: -85.2623 valid_0's l1: 27.4745
[31] valid_0's poisson: -85.3943 valid_0's l1: 27.4173
[32] valid_0's poisson: -85.5248 valid_0's l1: 27.3603
[33] valid_0's poisson: -85.6536 valid_0's l1: 27.3035
[34] valid_0's poisson: -85.7809 valid_0's l1: 27.2472
[35] valid_0's poisson: -85.9133 valid_0's l1: 27.1904
[36] valid_0's poisson: -86.0439 valid_0's l1: 27.1343
[37] valid_0's poisson: -86.1729 valid_0's l1: 27.0783
[38] valid_0's poisson: -86.3009 valid_0's l1: 27.0224
[39] valid_0's poisson: -86.4268 valid_0's l1: 26.9669
[40] valid_0's poisson: -86.5511 valid_0's l1: 26.9116
[41] valid_0's poisson: -86.6677 valid_0's l1: 26.858
[42] valid_0's poisson: -86.7831 valid_0's l1: 26.8051
[43] valid_0's poisson: -86.8971 valid_0's l1: 26.7526
[44] valid_0's poisson: -87.0099 valid_0's l1: 26.7003
[45] valid_0's poisson: -87.1274 valid_0's l1: 26.647
[46] valid_0's poisson: -87.2375 valid_0's l1: 26.5951
[47] valid_0's poisson: -87.3471 valid_0's l1: 26.5433
[48] valid_0's poisson: -87.4607 valid_0's l1: 26.4906
[49] valid_0's poisson: -87.573 valid_0's l1: 26.4383
[50] valid_0's poisson: -87.684 valid_0's l1: 26.3865
[51] valid_0's poisson: -87.7937 valid_0's l1: 26.3348
[52] valid_0's poisson: -87.9021 valid_0's l1: 26.2834
[53] valid_0's poisson: -88.0093 valid_0's l1: 26.2322
[54] valid_0's poisson: -88.1153 valid_0's l1: 26.1812
[55] valid_0's poisson: -88.2218 valid_0's l1: 26.1295
[56] valid_0's poisson: -88.3225 valid_0's l1: 26.0799
[57] valid_0's poisson: -88.4268 valid_0's l1: 26.0291
[58] valid_0's poisson: -88.5254 valid_0's l1: 25.9802
[59] valid_0's poisson: -88.6275 valid_0's l1: 25.9299
[60] valid_0's poisson: -88.7282 valid_0's l1: 25.8799
[61] valid_0's poisson: -88.8279 valid_0's l1: 25.83
[62] valid_0's poisson: -88.9264 valid_0's l1: 25.7805
[63] valid_0's poisson: -89.0227 valid_0's l1: 25.7319
[64] valid_0's poisson: -89.118 valid_0's l1: 25.6836
[65] valid_0's poisson: -89.2123 valid_0's l1: 25.6356
[66] valid_0's poisson: -89.3066 valid_0's l1: 25.5876
[67] valid_0's poisson: -89.3997 valid_0's l1: 25.54
[68] valid_0's poisson: -89.4918 valid_0's l1: 25.4926
[69] valid_0's poisson: -89.5818 valid_0's l1: 25.4461
[70] valid_0's poisson: -89.6708 valid_0's l1: 25.3999
[71] valid_0's poisson: -89.757 valid_0's l1: 25.355
[72] valid_0's poisson: -89.842 valid_0's l1: 25.3101
[73] valid_0's poisson: -89.9261 valid_0's l1: 25.2653
[74] valid_0's poisson: -90.0093 valid_0's l1: 25.2209
[75] valid_0's poisson: -90.0925 valid_0's l1: 25.1769
[76] valid_0's poisson: -90.1747 valid_0's l1: 25.133
[77] valid_0's poisson: -90.2561 valid_0's l1: 25.0896
[78] valid_0's poisson: -90.3366 valid_0's l1: 25.0465
[79] valid_0's poisson: -90.4165 valid_0's l1: 25.004
[80] valid_0's poisson: -90.4946 valid_0's l1: 24.9618
[81] valid_0's poisson: -90.572 valid_0's l1: 24.9198
[82] valid_0's poisson: -90.6486 valid_0's l1: 24.8779
[83] valid_0's poisson: -90.7245 valid_0's l1: 24.8364
[84] valid_0's poisson: -90.7995 valid_0's l1: 24.7951
[85] valid_0's poisson: -90.8738 valid_0's l1: 24.754
[86] valid_0's poisson: -90.9482 valid_0's l1: 24.7132
[87] valid_0's poisson: -91.021 valid_0's l1: 24.6728
[88] valid_0's poisson: -91.0931 valid_0's l1: 24.6325
[89] valid_0's poisson: -91.1654 valid_0's l1: 24.5932
[90] valid_0's poisson: -91.2413 valid_0's l1: 24.5516
[91] valid_0's poisson: -91.3146 valid_0's l1: 24.5107
[92] valid_0's poisson: -91.3851 valid_0's l1: 24.4712
[93] valid_0's poisson: -91.4588 valid_0's l1: 24.4305
[94] valid_0's poisson: -91.5308 valid_0's l1: 24.3909
[95] valid_0's poisson: -91.6023 valid_0's l1: 24.3522
[96] valid_0's poisson: -91.6741 valid_0's l1: 24.313
[97] valid_0's poisson: -91.7452 valid_0's l1: 24.274
[98] valid_0's poisson: -91.8156 valid_0's l1: 24.2351
[99] valid_0's poisson: -91.8852 valid_0's l1: 24.1967
[100] valid_0's poisson: -91.954 valid_0's l1: 24.1584
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.9392 valid_0's l1: 24.6787
[2] valid_0's poisson: -96.756 valid_0's l1: 21.2642
[3] valid_0's poisson: -101.716 valid_0's l1: 18.2864
[4] valid_0's poisson: -104.047 valid_0's l1: 16.3628
[5] valid_0's poisson: -105.648 valid_0's l1: 14.8142
[6] valid_0's poisson: -106.541 valid_0's l1: 13.8391
[7] valid_0's poisson: -106.954 valid_0's l1: 13.3088
[8] valid_0's poisson: -107.496 valid_0's l1: 12.6929
[9] valid_0's poisson: -107.904 valid_0's l1: 12.179
[10] valid_0's poisson: -108.043 valid_0's l1: 11.9915
[11] valid_0's poisson: -108.316 valid_0's l1: 11.612
[12] valid_0's poisson: -108.455 valid_0's l1: 11.3717
[13] valid_0's poisson: -108.545 valid_0's l1: 11.2377
[14] valid_0's poisson: -108.595 valid_0's l1: 11.1577
[15] valid_0's poisson: -108.663 valid_0's l1: 11.013
[16] valid_0's poisson: -108.684 valid_0's l1: 10.9341
[17] valid_0's poisson: -108.699 valid_0's l1: 10.8728
[18] valid_0's poisson: -108.672 valid_0's l1: 10.8402
[19] valid_0's poisson: -108.68 valid_0's l1: 10.8192
[20] valid_0's poisson: -108.647 valid_0's l1: 10.7876
[21] valid_0's poisson: -108.675 valid_0's l1: 10.7428
[22] valid_0's poisson: -108.679 valid_0's l1: 10.714
[23] valid_0's poisson: -108.684 valid_0's l1: 10.6842
[24] valid_0's poisson: -108.668 valid_0's l1: 10.6501
[25] valid_0's poisson: -108.682 valid_0's l1: 10.6207
[26] valid_0's poisson: -108.629 valid_0's l1: 10.6017
[27] valid_0's poisson: -108.617 valid_0's l1: 10.5982
[28] valid_0's poisson: -108.631 valid_0's l1: 10.5893
[29] valid_0's poisson: -108.611 valid_0's l1: 10.5735
[30] valid_0's poisson: -108.623 valid_0's l1: 10.55
[31] valid_0's poisson: -108.607 valid_0's l1: 10.5466
[32] valid_0's poisson: -108.61 valid_0's l1: 10.5311
[33] valid_0's poisson: -108.631 valid_0's l1: 10.4736
[34] valid_0's poisson: -108.639 valid_0's l1: 10.4568
[35] valid_0's poisson: -108.641 valid_0's l1: 10.4445
[36] valid_0's poisson: -108.646 valid_0's l1: 10.4294
[37] valid_0's poisson: -108.606 valid_0's l1: 10.4199
[38] valid_0's poisson: -108.625 valid_0's l1: 10.3921
[39] valid_0's poisson: -108.632 valid_0's l1: 10.3773
[40] valid_0's poisson: -108.68 valid_0's l1: 10.3725
[41] valid_0's poisson: -108.682 valid_0's l1: 10.3746
[42] valid_0's poisson: -108.681 valid_0's l1: 10.3666
[43] valid_0's poisson: -108.66 valid_0's l1: 10.3601
[44] valid_0's poisson: -108.661 valid_0's l1: 10.3528
[45] valid_0's poisson: -108.642 valid_0's l1: 10.3322
[46] valid_0's poisson: -108.641 valid_0's l1: 10.3328
[47] valid_0's poisson: -108.63 valid_0's l1: 10.3185
[48] valid_0's poisson: -108.637 valid_0's l1: 10.3057
[49] valid_0's poisson: -108.62 valid_0's l1: 10.2923
[50] valid_0's poisson: -108.63 valid_0's l1: 10.277
[51] valid_0's poisson: -108.632 valid_0's l1: 10.2699
[52] valid_0's poisson: -108.641 valid_0's l1: 10.2598
[53] valid_0's poisson: -108.644 valid_0's l1: 10.2397
[54] valid_0's poisson: -108.627 valid_0's l1: 10.2227
[55] valid_0's poisson: -108.619 valid_0's l1: 10.2263
[56] valid_0's poisson: -108.582 valid_0's l1: 10.2109
[57] valid_0's poisson: -108.592 valid_0's l1: 10.1972
[58] valid_0's poisson: -108.614 valid_0's l1: 10.1501
[59] valid_0's poisson: -108.618 valid_0's l1: 10.0899
[60] valid_0's poisson: -108.611 valid_0's l1: 10.0781
[61] valid_0's poisson: -108.603 valid_0's l1: 10.0625
[62] valid_0's poisson: -108.596 valid_0's l1: 10.0522
[63] valid_0's poisson: -108.592 valid_0's l1: 10.0531
[64] valid_0's poisson: -108.592 valid_0's l1: 10.0426
[65] valid_0's poisson: -108.599 valid_0's l1: 10.0418
[66] valid_0's poisson: -108.603 valid_0's l1: 10.0277
[67] valid_0's poisson: -108.607 valid_0's l1: 10.0257
[68] valid_0's poisson: -108.601 valid_0's l1: 10.0233
[69] valid_0's poisson: -108.548 valid_0's l1: 10.0162
[70] valid_0's poisson: -108.551 valid_0's l1: 10.01
[71] valid_0's poisson: -108.563 valid_0's l1: 10.0072
[72] valid_0's poisson: -108.558 valid_0's l1: 10.0061
[73] valid_0's poisson: -108.585 valid_0's l1: 9.97824
[74] valid_0's poisson: -108.573 valid_0's l1: 9.96311
[75] valid_0's poisson: -108.58 valid_0's l1: 9.96244
[76] valid_0's poisson: -108.566 valid_0's l1: 9.95271
[77] valid_0's poisson: -108.613 valid_0's l1: 9.9457
[78] valid_0's poisson: -108.62 valid_0's l1: 9.93485
[79] valid_0's poisson: -108.625 valid_0's l1: 9.92371
[80] valid_0's poisson: -108.626 valid_0's l1: 9.90403
[81] valid_0's poisson: -108.643 valid_0's l1: 9.89722
[82] valid_0's poisson: -108.648 valid_0's l1: 9.87105
[83] valid_0's poisson: -108.636 valid_0's l1: 9.83847
[84] valid_0's poisson: -108.642 valid_0's l1: 9.84012
[85] valid_0's poisson: -108.654 valid_0's l1: 9.82518
[86] valid_0's poisson: -108.647 valid_0's l1: 9.82501
[87] valid_0's poisson: -108.651 valid_0's l1: 9.81965
[88] valid_0's poisson: -108.652 valid_0's l1: 9.81361
[89] valid_0's poisson: -108.664 valid_0's l1: 9.79673
[90] valid_0's poisson: -108.669 valid_0's l1: 9.78614
[91] valid_0's poisson: -108.664 valid_0's l1: 9.77997
[92] valid_0's poisson: -108.679 valid_0's l1: 9.76642
[93] valid_0's poisson: -108.687 valid_0's l1: 9.76281
[94] valid_0's poisson: -108.681 valid_0's l1: 9.76237
[95] valid_0's poisson: -108.671 valid_0's l1: 9.76339
[96] valid_0's poisson: -108.674 valid_0's l1: 9.75993
[97] valid_0's poisson: -108.652 valid_0's l1: 9.76029
[98] valid_0's poisson: -108.652 valid_0's l1: 9.75866
[99] valid_0's poisson: -108.668 valid_0's l1: 9.75707
[100] valid_0's poisson: -108.665 valid_0's l1: 9.75607
Fitting 5 folds for each of 50 candidates, totalling 250 fits
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.706 valid_0's huber: 29.3391
[2] valid_0's poisson: -88.2321 valid_0's huber: 28.8745
[3] valid_0's poisson: -88.7473 valid_0's huber: 28.4171
[4] valid_0's poisson: -89.2448 valid_0's huber: 27.9656
[5] valid_0's poisson: -89.7361 valid_0's huber: 27.5209
[6] valid_0's poisson: -90.2148 valid_0's huber: 27.0833
[7] valid_0's poisson: -90.6818 valid_0's huber: 26.647
[8] valid_0's poisson: -91.1341 valid_0's huber: 26.223
[9] valid_0's poisson: -91.5819 valid_0's huber: 25.8061
[10] valid_0's poisson: -92.0172 valid_0's huber: 25.3906
[11] valid_0's poisson: -92.4464 valid_0's huber: 24.9768
[12] valid_0's poisson: -92.8613 valid_0's huber: 24.5801
[13] valid_0's poisson: -93.2693 valid_0's huber: 24.1807
[14] valid_0's poisson: -93.6682 valid_0's huber: 23.7901
[15] valid_0's poisson: -94.0598 valid_0's huber: 23.4032
[16] valid_0's poisson: -94.4399 valid_0's huber: 23.0248
[17] valid_0's poisson: -94.8112 valid_0's huber: 22.653
[18] valid_0's poisson: -95.2022 valid_0's huber: 22.2971
[19] valid_0's poisson: -95.5836 valid_0's huber: 21.9371
[20] valid_0's poisson: -95.9496 valid_0's huber: 21.5849
[21] valid_0's poisson: -96.32 valid_0's huber: 21.2459
[22] valid_0's poisson: -96.6774 valid_0's huber: 20.9018
[23] valid_0's poisson: -97.0231 valid_0's huber: 20.5765
[24] valid_0's poisson: -97.3532 valid_0's huber: 20.2522
[25] valid_0's poisson: -97.6707 valid_0's huber: 19.9397
[26] valid_0's poisson: -97.9936 valid_0's huber: 19.6394
[27] valid_0's poisson: -98.3018 valid_0's huber: 19.3358
[28] valid_0's poisson: -98.5901 valid_0's huber: 19.0504
[29] valid_0's poisson: -98.8664 valid_0's huber: 18.7749
[30] valid_0's poisson: -99.1447 valid_0's huber: 18.4826
[31] valid_0's poisson: -99.4054 valid_0's huber: 18.2091
[32] valid_0's poisson: -99.6598 valid_0's huber: 17.9551
[33] valid_0's poisson: -99.8952 valid_0's huber: 17.7051
[34] valid_0's poisson: -100.114 valid_0's huber: 17.4663
[35] valid_0's poisson: -100.318 valid_0's huber: 17.2413
[36] valid_0's poisson: -100.521 valid_0's huber: 17.0399
[37] valid_0's poisson: -100.723 valid_0's huber: 16.8448
[38] valid_0's poisson: -100.912 valid_0's huber: 16.6623
[39] valid_0's poisson: -101.087 valid_0's huber: 16.4944
[40] valid_0's poisson: -101.251 valid_0's huber: 16.3299
[41] valid_0's poisson: -101.399 valid_0's huber: 16.1876
[42] valid_0's poisson: -101.526 valid_0's huber: 16.0602
[43] valid_0's poisson: -101.591 valid_0's huber: 15.9424
[44] valid_0's poisson: -101.687 valid_0's huber: 15.8387
[45] valid_0's poisson: -101.788 valid_0's huber: 15.7396
[46] valid_0's poisson: -101.885 valid_0's huber: 15.6465
[47] valid_0's poisson: -101.936 valid_0's huber: 15.5642
[48] valid_0's poisson: -102.001 valid_0's huber: 15.4868
[49] valid_0's poisson: -102.065 valid_0's huber: 15.415
[50] valid_0's poisson: -102.137 valid_0's huber: 15.3502
[51] valid_0's poisson: -102.195 valid_0's huber: 15.2857
[52] valid_0's poisson: -102.263 valid_0's huber: 15.2294
[53] valid_0's poisson: -102.303 valid_0's huber: 15.1764
[54] valid_0's poisson: -102.356 valid_0's huber: 15.1228
[55] valid_0's poisson: -102.375 valid_0's huber: 15.0752
[56] valid_0's poisson: -102.417 valid_0's huber: 15.0187
[57] valid_0's poisson: -102.37 valid_0's huber: 14.9694
[58] valid_0's poisson: -102.403 valid_0's huber: 14.9181
[59] valid_0's poisson: -102.432 valid_0's huber: 14.8687
[60] valid_0's poisson: -102.494 valid_0's huber: 14.8231
[61] valid_0's poisson: -102.432 valid_0's huber: 14.7812
[62] valid_0's poisson: -102.499 valid_0's huber: 14.7358
[63] valid_0's poisson: -102.524 valid_0's huber: 14.6966
[64] valid_0's poisson: -102.577 valid_0's huber: 14.6606
[65] valid_0's poisson: -102.635 valid_0's huber: 14.6152
[66] valid_0's poisson: -102.682 valid_0's huber: 14.5756
[67] valid_0's poisson: -102.871 valid_0's huber: 14.5057
[68] valid_0's poisson: -102.929 valid_0's huber: 14.4429
[69] valid_0's poisson: -103.018 valid_0's huber: 14.3839
[70] valid_0's poisson: -103.084 valid_0's huber: 14.3295
[71] valid_0's poisson: -103.144 valid_0's huber: 14.2796
[72] valid_0's poisson: -103.215 valid_0's huber: 14.2296
[73] valid_0's poisson: -103.291 valid_0's huber: 14.1803
[74] valid_0's poisson: -103.325 valid_0's huber: 14.1275
[75] valid_0's poisson: -103.357 valid_0's huber: 14.0764
[76] valid_0's poisson: -103.435 valid_0's huber: 14.0292
[77] valid_0's poisson: -103.506 valid_0's huber: 13.9861
[78] valid_0's poisson: -103.545 valid_0's huber: 13.9394
[79] valid_0's poisson: -103.641 valid_0's huber: 13.8957
[80] valid_0's poisson: -103.664 valid_0's huber: 13.8527
[81] valid_0's poisson: -103.743 valid_0's huber: 13.8112
[82] valid_0's poisson: -103.791 valid_0's huber: 13.7723
[83] valid_0's poisson: -103.898 valid_0's huber: 13.7344
[84] valid_0's poisson: -103.951 valid_0's huber: 13.6966
[85] valid_0's poisson: -104.004 valid_0's huber: 13.6614
[86] valid_0's poisson: -104.041 valid_0's huber: 13.613
[87] valid_0's poisson: -104.189 valid_0's huber: 13.5705
[88] valid_0's poisson: -104.208 valid_0's huber: 13.5301
[89] valid_0's poisson: -104.216 valid_0's huber: 13.4931
[90] valid_0's poisson: -104.156 valid_0's huber: 13.4566
[91] valid_0's poisson: -104.305 valid_0's huber: 13.4209
[92] valid_0's poisson: -104.296 valid_0's huber: 13.3857
[93] valid_0's poisson: -104.287 valid_0's huber: 13.3542
[94] valid_0's poisson: -104.358 valid_0's huber: 13.3191
[95] valid_0's poisson: -104.395 valid_0's huber: 13.2892
[96] valid_0's poisson: -104.44 valid_0's huber: 13.2581
[97] valid_0's poisson: -104.537 valid_0's huber: 13.2298
[98] valid_0's poisson: -104.514 valid_0's huber: 13.2048
[99] valid_0's poisson: -104.532 valid_0's huber: 13.172
[100] valid_0's poisson: -104.546 valid_0's huber: 13.1419
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7152 valid_0's huber: 29.3314
[2] valid_0's poisson: -88.2426 valid_0's huber: 28.8601
[3] valid_0's poisson: -88.7563 valid_0's huber: 28.3957
[4] valid_0's poisson: -89.267 valid_0's huber: 27.9347
[5] valid_0's poisson: -89.7592 valid_0's huber: 27.4812
[6] valid_0's poisson: -90.2389 valid_0's huber: 27.0343
[7] valid_0's poisson: -90.7129 valid_0's huber: 26.5965
[8] valid_0's poisson: -91.1763 valid_0's huber: 26.1675
[9] valid_0's poisson: -91.6234 valid_0's huber: 25.745
[10] valid_0's poisson: -92.0637 valid_0's huber: 25.331
[11] valid_0's poisson: -92.4887 valid_0's huber: 24.922
[12] valid_0's poisson: -92.9092 valid_0's huber: 24.5204
[13] valid_0's poisson: -93.3142 valid_0's huber: 24.1253
[14] valid_0's poisson: -93.7133 valid_0's huber: 23.7303
[15] valid_0's poisson: -94.1229 valid_0's huber: 23.3479
[16] valid_0's poisson: -94.5028 valid_0's huber: 22.9695
[17] valid_0's poisson: -94.874 valid_0's huber: 22.5982
[18] valid_0's poisson: -95.2567 valid_0's huber: 22.236
[19] valid_0's poisson: -95.6165 valid_0's huber: 21.8733
[20] valid_0's poisson: -95.9824 valid_0's huber: 21.5233
[21] valid_0's poisson: -96.3446 valid_0's huber: 21.1878
[22] valid_0's poisson: -96.6979 valid_0's huber: 20.8477
[23] valid_0's poisson: -97.0315 valid_0's huber: 20.5202
[24] valid_0's poisson: -97.3535 valid_0's huber: 20.203
[25] valid_0's poisson: -97.6846 valid_0's huber: 19.8968
[26] valid_0's poisson: -97.9989 valid_0's huber: 19.5672
[27] valid_0's poisson: -98.304 valid_0's huber: 19.2784
[28] valid_0's poisson: -98.6009 valid_0's huber: 18.9678
[29] valid_0's poisson: -98.8961 valid_0's huber: 18.695
[30] valid_0's poisson: -99.1568 valid_0's huber: 18.4148
[31] valid_0's poisson: -99.4192 valid_0's huber: 18.151
[32] valid_0's poisson: -99.669 valid_0's huber: 17.8989
[33] valid_0's poisson: -99.9052 valid_0's huber: 17.6554
[34] valid_0's poisson: -100.122 valid_0's huber: 17.4196
[35] valid_0's poisson: -100.324 valid_0's huber: 17.1946
[36] valid_0's poisson: -100.514 valid_0's huber: 16.9851
[37] valid_0's poisson: -100.699 valid_0's huber: 16.7957
[38] valid_0's poisson: -100.89 valid_0's huber: 16.6096
[39] valid_0's poisson: -101.065 valid_0's huber: 16.4388
[40] valid_0's poisson: -101.222 valid_0's huber: 16.2803
[41] valid_0's poisson: -101.369 valid_0's huber: 16.1375
[42] valid_0's poisson: -101.493 valid_0's huber: 16.0103
[43] valid_0's poisson: -101.55 valid_0's huber: 15.8992
[44] valid_0's poisson: -101.65 valid_0's huber: 15.7966
[45] valid_0's poisson: -101.707 valid_0's huber: 15.7022
[46] valid_0's poisson: -101.826 valid_0's huber: 15.614
[47] valid_0's poisson: -101.888 valid_0's huber: 15.5384
[48] valid_0's poisson: -101.961 valid_0's huber: 15.4583
[49] valid_0's poisson: -101.989 valid_0's huber: 15.3901
[50] valid_0's poisson: -102.014 valid_0's huber: 15.3206
[51] valid_0's poisson: -102.118 valid_0's huber: 15.2442
[52] valid_0's poisson: -102.17 valid_0's huber: 15.1805
[53] valid_0's poisson: -102.237 valid_0's huber: 15.1262
[54] valid_0's poisson: -102.205 valid_0's huber: 15.0725
[55] valid_0's poisson: -102.265 valid_0's huber: 15.015
[56] valid_0's poisson: -102.307 valid_0's huber: 14.9621
[57] valid_0's poisson: -102.319 valid_0's huber: 14.907
[58] valid_0's poisson: -102.33 valid_0's huber: 14.8583
[59] valid_0's poisson: -102.427 valid_0's huber: 14.8065
[60] valid_0's poisson: -102.468 valid_0's huber: 14.7595
[61] valid_0's poisson: -102.517 valid_0's huber: 14.7147
[62] valid_0's poisson: -102.579 valid_0's huber: 14.6682
[63] valid_0's poisson: -102.669 valid_0's huber: 14.6254
[64] valid_0's poisson: -102.759 valid_0's huber: 14.5862
[65] valid_0's poisson: -102.768 valid_0's huber: 14.5451
[66] valid_0's poisson: -102.846 valid_0's huber: 14.508
[67] valid_0's poisson: -102.903 valid_0's huber: 14.4722
[68] valid_0's poisson: -102.916 valid_0's huber: 14.4386
[69] valid_0's poisson: -102.969 valid_0's huber: 14.4053
[70] valid_0's poisson: -103.076 valid_0's huber: 14.3383
[71] valid_0's poisson: -103.166 valid_0's huber: 14.2772
[72] valid_0's poisson: -103.275 valid_0's huber: 14.2197
[73] valid_0's poisson: -103.315 valid_0's huber: 14.1666
[74] valid_0's poisson: -103.425 valid_0's huber: 14.1149
[75] valid_0's poisson: -103.434 valid_0's huber: 14.0596
[76] valid_0's poisson: -103.595 valid_0's huber: 14.0034
[77] valid_0's poisson: -103.669 valid_0's huber: 13.953
[78] valid_0's poisson: -103.758 valid_0's huber: 13.9038
[79] valid_0's poisson: -103.796 valid_0's huber: 13.8584
[80] valid_0's poisson: -103.808 valid_0's huber: 13.8126
[81] valid_0's poisson: -103.878 valid_0's huber: 13.7716
[82] valid_0's poisson: -103.946 valid_0's huber: 13.7293
[83] valid_0's poisson: -104.05 valid_0's huber: 13.6893
[84] valid_0's poisson: -104.092 valid_0's huber: 13.6506
[85] valid_0's poisson: -104.107 valid_0's huber: 13.609
[86] valid_0's poisson: -104.175 valid_0's huber: 13.5707
[87] valid_0's poisson: -104.235 valid_0's huber: 13.5345
[88] valid_0's poisson: -104.278 valid_0's huber: 13.4965
[89] valid_0's poisson: -104.305 valid_0's huber: 13.4643
[90] valid_0's poisson: -104.345 valid_0's huber: 13.4274
[91] valid_0's poisson: -104.387 valid_0's huber: 13.3936
[92] valid_0's poisson: -104.427 valid_0's huber: 13.3607
[93] valid_0's poisson: -104.439 valid_0's huber: 13.3304
[94] valid_0's poisson: -104.465 valid_0's huber: 13.3012
[95] valid_0's poisson: -104.5 valid_0's huber: 13.2725
[96] valid_0's poisson: -104.535 valid_0's huber: 13.2452
[97] valid_0's poisson: -104.575 valid_0's huber: 13.2148
[98] valid_0's poisson: -104.611 valid_0's huber: 13.1882
[99] valid_0's poisson: -104.637 valid_0's huber: 13.1631
[100] valid_0's poisson: -104.67 valid_0's huber: 13.1376
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7053 valid_0's huber: 29.3673
[2] valid_0's poisson: -88.2286 valid_0's huber: 28.8987
[3] valid_0's poisson: -88.7456 valid_0's huber: 28.4377
[4] valid_0's poisson: -89.2436 valid_0's huber: 27.984
[5] valid_0's poisson: -89.7346 valid_0's huber: 27.5386
[6] valid_0's poisson: -90.2176 valid_0's huber: 27.0978
[7] valid_0's poisson: -90.6848 valid_0's huber: 26.6638
[8] valid_0's poisson: -91.1448 valid_0's huber: 26.2382
[9] valid_0's poisson: -91.5933 valid_0's huber: 25.8211
[10] valid_0's poisson: -92.0357 valid_0's huber: 25.3986
[11] valid_0's poisson: -92.4657 valid_0's huber: 24.9838
[12] valid_0's poisson: -92.9068 valid_0's huber: 24.5943
[13] valid_0's poisson: -93.3369 valid_0's huber: 24.1985
[14] valid_0's poisson: -93.7577 valid_0's huber: 23.8094
[15] valid_0's poisson: -94.1516 valid_0's huber: 23.4271
[16] valid_0's poisson: -94.5511 valid_0's huber: 23.0516
[17] valid_0's poisson: -94.941 valid_0's huber: 22.6822
[18] valid_0's poisson: -95.3254 valid_0's huber: 22.3181
[19] valid_0's poisson: -95.6827 valid_0's huber: 21.9567
[20] valid_0's poisson: -96.0327 valid_0's huber: 21.5998
[21] valid_0's poisson: -96.3968 valid_0's huber: 21.2637
[22] valid_0's poisson: -96.7405 valid_0's huber: 20.9274
[23] valid_0's poisson: -97.073 valid_0's huber: 20.6007
[24] valid_0's poisson: -97.3976 valid_0's huber: 20.2713
[25] valid_0's poisson: -97.7322 valid_0's huber: 19.9606
[26] valid_0's poisson: -98.0439 valid_0's huber: 19.6331
[27] valid_0's poisson: -98.3592 valid_0's huber: 19.3388
[28] valid_0's poisson: -98.6524 valid_0's huber: 19.0283
[29] valid_0's poisson: -98.9362 valid_0's huber: 18.7564
[30] valid_0's poisson: -99.2049 valid_0's huber: 18.4891
[31] valid_0's poisson: -99.4716 valid_0's huber: 18.2202
[32] valid_0's poisson: -99.7252 valid_0's huber: 17.9539
[33] valid_0's poisson: -99.9655 valid_0's huber: 17.711
[34] valid_0's poisson: -100.194 valid_0's huber: 17.4754
[35] valid_0's poisson: -100.401 valid_0's huber: 17.2465
[36] valid_0's poisson: -100.594 valid_0's huber: 17.032
[37] valid_0's poisson: -100.794 valid_0's huber: 16.8349
[38] valid_0's poisson: -100.983 valid_0's huber: 16.6493
[39] valid_0's poisson: -101.151 valid_0's huber: 16.4785
[40] valid_0's poisson: -101.315 valid_0's huber: 16.3194
[41] valid_0's poisson: -101.467 valid_0's huber: 16.1666
[42] valid_0's poisson: -101.596 valid_0's huber: 16.032
[43] valid_0's poisson: -101.707 valid_0's huber: 15.9157
[44] valid_0's poisson: -101.786 valid_0's huber: 15.8182
[45] valid_0's poisson: -101.817 valid_0's huber: 15.7213
[46] valid_0's poisson: -101.901 valid_0's huber: 15.6278
[47] valid_0's poisson: -101.983 valid_0's huber: 15.5419
[48] valid_0's poisson: -102.041 valid_0's huber: 15.4624
[49] valid_0's poisson: -102.092 valid_0's huber: 15.3912
[50] valid_0's poisson: -102.185 valid_0's huber: 15.3265
[51] valid_0's poisson: -102.234 valid_0's huber: 15.2521
[52] valid_0's poisson: -102.278 valid_0's huber: 15.1851
[53] valid_0's poisson: -102.359 valid_0's huber: 15.127
[54] valid_0's poisson: -102.414 valid_0's huber: 15.0751
[55] valid_0's poisson: -102.452 valid_0's huber: 15.0149
[56] valid_0's poisson: -102.508 valid_0's huber: 14.956
[57] valid_0's poisson: -102.547 valid_0's huber: 14.9108
[58] valid_0's poisson: -102.62 valid_0's huber: 14.858
[59] valid_0's poisson: -102.639 valid_0's huber: 14.8065
[60] valid_0's poisson: -102.698 valid_0's huber: 14.749
[61] valid_0's poisson: -102.705 valid_0's huber: 14.7059
[62] valid_0's poisson: -102.746 valid_0's huber: 14.6551
[63] valid_0's poisson: -102.821 valid_0's huber: 14.6077
[64] valid_0's poisson: -102.845 valid_0's huber: 14.5677
[65] valid_0's poisson: -102.897 valid_0's huber: 14.5276
[66] valid_0's poisson: -102.848 valid_0's huber: 14.4871
[67] valid_0's poisson: -102.936 valid_0's huber: 14.4525
[68] valid_0's poisson: -102.948 valid_0's huber: 14.4175
[69] valid_0's poisson: -102.984 valid_0's huber: 14.3853
[70] valid_0's poisson: -103.04 valid_0's huber: 14.3509
[71] valid_0's poisson: -103.092 valid_0's huber: 14.3179
[72] valid_0's poisson: -103.269 valid_0's huber: 14.2463
[73] valid_0's poisson: -103.371 valid_0's huber: 14.1848
[74] valid_0's poisson: -103.424 valid_0's huber: 14.1266
[75] valid_0's poisson: -103.481 valid_0's huber: 14.0718
[76] valid_0's poisson: -103.539 valid_0's huber: 14.0204
[77] valid_0's poisson: -103.615 valid_0's huber: 13.9725
[78] valid_0's poisson: -103.752 valid_0's huber: 13.9253
[79] valid_0's poisson: -103.821 valid_0's huber: 13.88
[80] valid_0's poisson: -103.83 valid_0's huber: 13.837
[81] valid_0's poisson: -103.92 valid_0's huber: 13.7961
[82] valid_0's poisson: -104.013 valid_0's huber: 13.757
[83] valid_0's poisson: -104.033 valid_0's huber: 13.7207
[84] valid_0's poisson: -104.083 valid_0's huber: 13.6838
[85] valid_0's poisson: -104.106 valid_0's huber: 13.6477
[86] valid_0's poisson: -104.158 valid_0's huber: 13.6102
[87] valid_0's poisson: -104.183 valid_0's huber: 13.5728
[88] valid_0's poisson: -104.256 valid_0's huber: 13.5363
[89] valid_0's poisson: -104.292 valid_0's huber: 13.5014
[90] valid_0's poisson: -104.336 valid_0's huber: 13.4697
[91] valid_0's poisson: -104.376 valid_0's huber: 13.4329
[92] valid_0's poisson: -104.414 valid_0's huber: 13.4009
[93] valid_0's poisson: -104.424 valid_0's huber: 13.3686
[94] valid_0's poisson: -104.428 valid_0's huber: 13.3351
[95] valid_0's poisson: -104.43 valid_0's huber: 13.3052
[96] valid_0's poisson: -104.467 valid_0's huber: 13.2769
[97] valid_0's poisson: -104.512 valid_0's huber: 13.2452
[98] valid_0's poisson: -104.524 valid_0's huber: 13.2189
[99] valid_0's poisson: -104.568 valid_0's huber: 13.1935
[100] valid_0's poisson: -104.586 valid_0's huber: 13.167
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7107 valid_0's huber: 29.3203
[2] valid_0's poisson: -88.2322 valid_0's huber: 28.8547
[3] valid_0's poisson: -88.7462 valid_0's huber: 28.3975
[4] valid_0's poisson: -89.2422 valid_0's huber: 27.9468
[5] valid_0's poisson: -89.7343 valid_0's huber: 27.5014
[6] valid_0's poisson: -90.2105 valid_0's huber: 27.0611
[7] valid_0's poisson: -90.6799 valid_0's huber: 26.6295
[8] valid_0's poisson: -91.1422 valid_0's huber: 26.1941
[9] valid_0's poisson: -91.5875 valid_0's huber: 25.7794
[10] valid_0's poisson: -92.0257 valid_0's huber: 25.359
[11] valid_0's poisson: -92.4508 valid_0's huber: 24.952
[12] valid_0's poisson: -92.8699 valid_0's huber: 24.5523
[13] valid_0's poisson: -93.3023 valid_0's huber: 24.1561
[14] valid_0's poisson: -93.7236 valid_0's huber: 23.7671
[15] valid_0's poisson: -94.1402 valid_0's huber: 23.3942
[16] valid_0's poisson: -94.5233 valid_0's huber: 23.0122
[17] valid_0's poisson: -94.8944 valid_0's huber: 22.6424
[18] valid_0's poisson: -95.2796 valid_0's huber: 22.2794
[19] valid_0's poisson: -95.6366 valid_0's huber: 21.9191
[20] valid_0's poisson: -95.9876 valid_0's huber: 21.5625
[21] valid_0's poisson: -96.3596 valid_0's huber: 21.2245
[22] valid_0's poisson: -96.7057 valid_0's huber: 20.8873
[23] valid_0's poisson: -97.0405 valid_0's huber: 20.5598
[24] valid_0's poisson: -97.3738 valid_0's huber: 20.2453
[25] valid_0's poisson: -97.6884 valid_0's huber: 19.9341
[26] valid_0's poisson: -97.9903 valid_0's huber: 19.6336
[27] valid_0's poisson: -98.2951 valid_0's huber: 19.3131
[28] valid_0's poisson: -98.5949 valid_0's huber: 19.0332
[29] valid_0's poisson: -98.881 valid_0's huber: 18.7318
[30] valid_0's poisson: -99.1699 valid_0's huber: 18.4664
[31] valid_0's poisson: -99.4231 valid_0's huber: 18.1945
[32] valid_0's poisson: -99.6753 valid_0's huber: 17.9397
[33] valid_0's poisson: -99.9144 valid_0's huber: 17.6974
[34] valid_0's poisson: -100.141 valid_0's huber: 17.4632
[35] valid_0's poisson: -100.347 valid_0's huber: 17.2333
[36] valid_0's poisson: -100.54 valid_0's huber: 17.0225
[37] valid_0's poisson: -100.73 valid_0's huber: 16.831
[38] valid_0's poisson: -100.918 valid_0's huber: 16.6474
[39] valid_0's poisson: -101.092 valid_0's huber: 16.4788
[40] valid_0's poisson: -101.251 valid_0's huber: 16.3242
[41] valid_0's poisson: -101.392 valid_0's huber: 16.1829
[42] valid_0's poisson: -101.515 valid_0's huber: 16.0537
[43] valid_0's poisson: -101.533 valid_0's huber: 15.9348
[44] valid_0's poisson: -101.634 valid_0's huber: 15.8284
[45] valid_0's poisson: -101.732 valid_0's huber: 15.73
[46] valid_0's poisson: -101.821 valid_0's huber: 15.6351
[47] valid_0's poisson: -101.905 valid_0's huber: 15.5488
[48] valid_0's poisson: -101.982 valid_0's huber: 15.4703
[49] valid_0's poisson: -102.042 valid_0's huber: 15.4032
[50] valid_0's poisson: -102.115 valid_0's huber: 15.3395
[51] valid_0's poisson: -102.131 valid_0's huber: 15.2766
[52] valid_0's poisson: -102.18 valid_0's huber: 15.2191
[53] valid_0's poisson: -102.242 valid_0's huber: 15.1662
[54] valid_0's poisson: -102.283 valid_0's huber: 15.1147
[55] valid_0's poisson: -102.355 valid_0's huber: 15.0595
[56] valid_0's poisson: -102.413 valid_0's huber: 15.0077
[57] valid_0's poisson: -102.385 valid_0's huber: 14.9566
[58] valid_0's poisson: -102.422 valid_0's huber: 14.9009
[59] valid_0's poisson: -102.476 valid_0's huber: 14.8469
[60] valid_0's poisson: -102.557 valid_0's huber: 14.796
[61] valid_0's poisson: -102.56 valid_0's huber: 14.7545
[62] valid_0's poisson: -102.639 valid_0's huber: 14.71
[63] valid_0's poisson: -102.644 valid_0's huber: 14.6685
[64] valid_0's poisson: -102.725 valid_0's huber: 14.6295
[65] valid_0's poisson: -102.797 valid_0's huber: 14.5929
[66] valid_0's poisson: -102.85 valid_0's huber: 14.5266
[67] valid_0's poisson: -102.931 valid_0's huber: 14.4615
[68] valid_0's poisson: -102.971 valid_0's huber: 14.4014
[69] valid_0's poisson: -103.068 valid_0's huber: 14.3485
[70] valid_0's poisson: -103.137 valid_0's huber: 14.2953
[71] valid_0's poisson: -103.146 valid_0's huber: 14.245
[72] valid_0's poisson: -103.253 valid_0's huber: 14.1971
[73] valid_0's poisson: -103.313 valid_0's huber: 14.1464
[74] valid_0's poisson: -103.372 valid_0's huber: 14.102
[75] valid_0's poisson: -103.448 valid_0's huber: 14.0582
[76] valid_0's poisson: -103.553 valid_0's huber: 14.0145
[77] valid_0's poisson: -103.613 valid_0's huber: 13.9714
[78] valid_0's poisson: -103.634 valid_0's huber: 13.9329
[79] valid_0's poisson: -103.683 valid_0's huber: 13.8918
[80] valid_0's poisson: -103.782 valid_0's huber: 13.855
[81] valid_0's poisson: -103.835 valid_0's huber: 13.8085
[82] valid_0's poisson: -103.877 valid_0's huber: 13.7703
[83] valid_0's poisson: -103.977 valid_0's huber: 13.7326
[84] valid_0's poisson: -104.029 valid_0's huber: 13.6922
[85] valid_0's poisson: -104.094 valid_0's huber: 13.652
[86] valid_0's poisson: -104.139 valid_0's huber: 13.6154
[87] valid_0's poisson: -104.183 valid_0's huber: 13.582
[88] valid_0's poisson: -104.242 valid_0's huber: 13.547
[89] valid_0's poisson: -104.279 valid_0's huber: 13.5119
[90] valid_0's poisson: -104.314 valid_0's huber: 13.4837
[91] valid_0's poisson: -104.35 valid_0's huber: 13.449
[92] valid_0's poisson: -104.399 valid_0's huber: 13.4163
[93] valid_0's poisson: -104.41 valid_0's huber: 13.38
[94] valid_0's poisson: -104.492 valid_0's huber: 13.348
[95] valid_0's poisson: -104.543 valid_0's huber: 13.316
[96] valid_0's poisson: -104.547 valid_0's huber: 13.2863
[97] valid_0's poisson: -104.602 valid_0's huber: 13.2593
[98] valid_0's poisson: -104.721 valid_0's huber: 13.2132
[99] valid_0's poisson: -104.742 valid_0's huber: 13.1844
[100] valid_0's poisson: -104.796 valid_0's huber: 13.1569
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.704 valid_0's huber: 29.4112
[2] valid_0's poisson: -88.2255 valid_0's huber: 28.9435
[3] valid_0's poisson: -88.741 valid_0's huber: 28.4833
[4] valid_0's poisson: -89.2442 valid_0's huber: 28.0308
[5] valid_0's poisson: -89.7311 valid_0's huber: 27.5832
[6] valid_0's poisson: -90.214 valid_0's huber: 27.1413
[7] valid_0's poisson: -90.6859 valid_0's huber: 26.707
[8] valid_0's poisson: -91.1428 valid_0's huber: 26.2772
[9] valid_0's poisson: -91.587 valid_0's huber: 25.8577
[10] valid_0's poisson: -92.0308 valid_0's huber: 25.4336
[11] valid_0's poisson: -92.4481 valid_0's huber: 25.029
[12] valid_0's poisson: -92.8657 valid_0's huber: 24.6292
[13] valid_0's poisson: -93.2755 valid_0's huber: 24.2269
[14] valid_0's poisson: -93.6986 valid_0's huber: 23.8474
[15] valid_0's poisson: -94.1125 valid_0's huber: 23.462
[16] valid_0's poisson: -94.5158 valid_0's huber: 23.0837
[17] valid_0's poisson: -94.9146 valid_0's huber: 22.7204
[18] valid_0's poisson: -95.2828 valid_0's huber: 22.3479
[19] valid_0's poisson: -95.6501 valid_0's huber: 21.9749
[20] valid_0's poisson: -96.0005 valid_0's huber: 21.6183
[21] valid_0's poisson: -96.3618 valid_0's huber: 21.2802
[22] valid_0's poisson: -96.7092 valid_0's huber: 20.9416
[23] valid_0's poisson: -97.0447 valid_0's huber: 20.6115
[24] valid_0's poisson: -97.3692 valid_0's huber: 20.292
[25] valid_0's poisson: -97.6837 valid_0's huber: 19.9791
[26] valid_0's poisson: -97.9973 valid_0's huber: 19.6788
[27] valid_0's poisson: -98.2986 valid_0's huber: 19.3603
[28] valid_0's poisson: -98.5829 valid_0's huber: 19.075
[29] valid_0's poisson: -98.8709 valid_0's huber: 18.8023
[30] valid_0's poisson: -99.1369 valid_0's huber: 18.534
[31] valid_0's poisson: -99.4023 valid_0's huber: 18.2513
[32] valid_0's poisson: -99.6436 valid_0's huber: 17.9886
[33] valid_0's poisson: -99.8847 valid_0's huber: 17.7432
[34] valid_0's poisson: -100.111 valid_0's huber: 17.5073
[35] valid_0's poisson: -100.316 valid_0's huber: 17.2777
[36] valid_0's poisson: -100.51 valid_0's huber: 17.0645
[37] valid_0's poisson: -100.703 valid_0's huber: 16.8701
[38] valid_0's poisson: -100.895 valid_0's huber: 16.6809
[39] valid_0's poisson: -101.072 valid_0's huber: 16.507
[40] valid_0's poisson: -101.23 valid_0's huber: 16.3486
[41] valid_0's poisson: -101.382 valid_0's huber: 16.2011
[42] valid_0's poisson: -101.513 valid_0's huber: 16.0688
[43] valid_0's poisson: -101.609 valid_0's huber: 15.9493
[44] valid_0's poisson: -101.643 valid_0's huber: 15.8439
[45] valid_0's poisson: -101.733 valid_0's huber: 15.7464
[46] valid_0's poisson: -101.818 valid_0's huber: 15.6627
[47] valid_0's poisson: -101.891 valid_0's huber: 15.5795
[48] valid_0's poisson: -101.964 valid_0's huber: 15.504
[49] valid_0's poisson: -102.031 valid_0's huber: 15.4375
[50] valid_0's poisson: -102.069 valid_0's huber: 15.3739
[51] valid_0's poisson: -102.128 valid_0's huber: 15.3172
[52] valid_0's poisson: -102.209 valid_0's huber: 15.2544
[53] valid_0's poisson: -102.266 valid_0's huber: 15.1992
[54] valid_0's poisson: -102.265 valid_0's huber: 15.1495
[55] valid_0's poisson: -102.331 valid_0's huber: 15.0936
[56] valid_0's poisson: -102.404 valid_0's huber: 15.032
[57] valid_0's poisson: -102.406 valid_0's huber: 14.9744
[58] valid_0's poisson: -102.437 valid_0's huber: 14.9234
[59] valid_0's poisson: -102.481 valid_0's huber: 14.873
[60] valid_0's poisson: -102.511 valid_0's huber: 14.8261
[61] valid_0's poisson: -102.571 valid_0's huber: 14.7532
[62] valid_0's poisson: -102.644 valid_0's huber: 14.6863
[63] valid_0's poisson: -102.739 valid_0's huber: 14.624
[64] valid_0's poisson: -102.744 valid_0's huber: 14.5686
[65] valid_0's poisson: -102.871 valid_0's huber: 14.5124
[66] valid_0's poisson: -102.986 valid_0's huber: 14.46
[67] valid_0's poisson: -103.024 valid_0's huber: 14.4082
[68] valid_0's poisson: -103.122 valid_0's huber: 14.3592
[69] valid_0's poisson: -103.138 valid_0's huber: 14.3039
[70] valid_0's poisson: -103.27 valid_0's huber: 14.2501
[71] valid_0's poisson: -103.355 valid_0's huber: 14.1967
[72] valid_0's poisson: -103.431 valid_0's huber: 14.1466
[73] valid_0's poisson: -103.471 valid_0's huber: 14.1009
[74] valid_0's poisson: -103.523 valid_0's huber: 14.0597
[75] valid_0's poisson: -103.606 valid_0's huber: 14.0219
[76] valid_0's poisson: -103.624 valid_0's huber: 13.9789
[77] valid_0's poisson: -103.64 valid_0's huber: 13.9412
[78] valid_0's poisson: -103.74 valid_0's huber: 13.8997
[79] valid_0's poisson: -103.756 valid_0's huber: 13.8597
[80] valid_0's poisson: -103.818 valid_0's huber: 13.8256
[81] valid_0's poisson: -103.883 valid_0's huber: 13.7893
[82] valid_0's poisson: -103.919 valid_0's huber: 13.7532
[83] valid_0's poisson: -103.97 valid_0's huber: 13.7163
[84] valid_0's poisson: -104.033 valid_0's huber: 13.6819
[85] valid_0's poisson: -104.071 valid_0's huber: 13.6457
[86] valid_0's poisson: -104.112 valid_0's huber: 13.6137
[87] valid_0's poisson: -104.154 valid_0's huber: 13.5818
[88] valid_0's poisson: -104.216 valid_0's huber: 13.5523
[89] valid_0's poisson: -104.262 valid_0's huber: 13.5184
[90] valid_0's poisson: -104.274 valid_0's huber: 13.4916
[91] valid_0's poisson: -104.322 valid_0's huber: 13.4595
[92] valid_0's poisson: -104.368 valid_0's huber: 13.4276
[93] valid_0's poisson: -104.418 valid_0's huber: 13.3954
[94] valid_0's poisson: -104.452 valid_0's huber: 13.3678
[95] valid_0's poisson: -104.494 valid_0's huber: 13.3388
[96] valid_0's poisson: -104.525 valid_0's huber: 13.3154
[97] valid_0's poisson: -104.517 valid_0's huber: 13.2864
[98] valid_0's poisson: -104.543 valid_0's huber: 13.2593
[99] valid_0's poisson: -104.639 valid_0's huber: 13.2129
[100] valid_0's poisson: -104.714 valid_0's huber: 13.1689
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7061 valid_0's huber: 29.3391
[2] valid_0's poisson: -88.2321 valid_0's huber: 28.8744
[3] valid_0's poisson: -88.7474 valid_0's huber: 28.417
[4] valid_0's poisson: -89.2449 valid_0's huber: 27.9655
[5] valid_0's poisson: -89.7362 valid_0's huber: 27.5207
[6] valid_0's poisson: -90.2149 valid_0's huber: 27.0831
[7] valid_0's poisson: -90.682 valid_0's huber: 26.6469
[8] valid_0's poisson: -91.1342 valid_0's huber: 26.2228
[9] valid_0's poisson: -91.5821 valid_0's huber: 25.8059
[10] valid_0's poisson: -92.0174 valid_0's huber: 25.3903
[11] valid_0's poisson: -92.4466 valid_0's huber: 24.9765
[12] valid_0's poisson: -92.8616 valid_0's huber: 24.5798
[13] valid_0's poisson: -93.2696 valid_0's huber: 24.1804
[14] valid_0's poisson: -93.6685 valid_0's huber: 23.7898
[15] valid_0's poisson: -94.0601 valid_0's huber: 23.4028
[16] valid_0's poisson: -94.4402 valid_0's huber: 23.0245
[17] valid_0's poisson: -94.8115 valid_0's huber: 22.6526
[18] valid_0's poisson: -95.2025 valid_0's huber: 22.2967
[19] valid_0's poisson: -95.5839 valid_0's huber: 21.9367
[20] valid_0's poisson: -95.95 valid_0's huber: 21.5845
[21] valid_0's poisson: -96.3204 valid_0's huber: 21.2455
[22] valid_0's poisson: -96.6778 valid_0's huber: 20.9014
[23] valid_0's poisson: -97.0235 valid_0's huber: 20.5761
[24] valid_0's poisson: -97.3537 valid_0's huber: 20.2517
[25] valid_0's poisson: -97.6712 valid_0's huber: 19.9392
[26] valid_0's poisson: -97.994 valid_0's huber: 19.639
[27] valid_0's poisson: -98.3023 valid_0's huber: 19.3354
[28] valid_0's poisson: -98.5906 valid_0's huber: 19.0499
[29] valid_0's poisson: -98.8669 valid_0's huber: 18.7744
[30] valid_0's poisson: -99.1452 valid_0's huber: 18.4821
[31] valid_0's poisson: -99.4059 valid_0's huber: 18.2087
[32] valid_0's poisson: -99.6603 valid_0's huber: 17.9547
[33] valid_0's poisson: -99.8957 valid_0's huber: 17.7046
[34] valid_0's poisson: -100.115 valid_0's huber: 17.4659
[35] valid_0's poisson: -100.318 valid_0's huber: 17.2409
[36] valid_0's poisson: -100.521 valid_0's huber: 17.0394
[37] valid_0's poisson: -100.723 valid_0's huber: 16.8444
[38] valid_0's poisson: -100.913 valid_0's huber: 16.6619
[39] valid_0's poisson: -101.088 valid_0's huber: 16.494
[40] valid_0's poisson: -101.252 valid_0's huber: 16.3296
[41] valid_0's poisson: -101.391 valid_0's huber: 16.1848
[42] valid_0's poisson: -101.531 valid_0's huber: 16.0531
[43] valid_0's poisson: -101.64 valid_0's huber: 15.9279
[44] valid_0's poisson: -101.744 valid_0's huber: 15.8278
[45] valid_0's poisson: -101.838 valid_0's huber: 15.7308
[46] valid_0's poisson: -101.934 valid_0's huber: 15.6398
[47] valid_0's poisson: -102.005 valid_0's huber: 15.5563
[48] valid_0's poisson: -102.077 valid_0's huber: 15.4849
[49] valid_0's poisson: -102.145 valid_0's huber: 15.4139
[50] valid_0's poisson: -102.159 valid_0's huber: 15.3496
[51] valid_0's poisson: -102.193 valid_0's huber: 15.2883
[52] valid_0's poisson: -102.237 valid_0's huber: 15.2323
[53] valid_0's poisson: -102.272 valid_0's huber: 15.1787
[54] valid_0's poisson: -102.353 valid_0's huber: 15.1185
[55] valid_0's poisson: -102.412 valid_0's huber: 15.0637
[56] valid_0's poisson: -102.488 valid_0's huber: 15.0097
[57] valid_0's poisson: -102.5 valid_0's huber: 14.9523
[58] valid_0's poisson: -102.538 valid_0's huber: 14.9039
[59] valid_0's poisson: -102.608 valid_0's huber: 14.8546
[60] valid_0's poisson: -102.678 valid_0's huber: 14.8089
[61] valid_0's poisson: -102.641 valid_0's huber: 14.7629
[62] valid_0's poisson: -102.7 valid_0's huber: 14.722
[63] valid_0's poisson: -102.742 valid_0's huber: 14.6788
[64] valid_0's poisson: -102.822 valid_0's huber: 14.6403
[65] valid_0's poisson: -102.946 valid_0's huber: 14.5684
[66] valid_0's poisson: -102.906 valid_0's huber: 14.5041
[67] valid_0's poisson: -103.014 valid_0's huber: 14.4437
[68] valid_0's poisson: -103.086 valid_0's huber: 14.3877
[69] valid_0's poisson: -103.228 valid_0's huber: 14.3309
[70] valid_0's poisson: -103.307 valid_0's huber: 14.2748
[71] valid_0's poisson: -103.373 valid_0's huber: 14.2237
[72] valid_0's poisson: -103.44 valid_0's huber: 14.1723
[73] valid_0's poisson: -103.523 valid_0's huber: 14.1221
[74] valid_0's poisson: -103.624 valid_0's huber: 14.0743
[75] valid_0's poisson: -103.664 valid_0's huber: 14.0294
[76] valid_0's poisson: -103.687 valid_0's huber: 13.98
[77] valid_0's poisson: -103.771 valid_0's huber: 13.9343
[78] valid_0's poisson: -103.845 valid_0's huber: 13.894
[79] valid_0's poisson: -103.827 valid_0's huber: 13.8544
[80] valid_0's poisson: -103.922 valid_0's huber: 13.8124
[81] valid_0's poisson: -103.959 valid_0's huber: 13.772
[82] valid_0's poisson: -104.024 valid_0's huber: 13.7288
[83] valid_0's poisson: -104.087 valid_0's huber: 13.6876
[84] valid_0's poisson: -104.126 valid_0's huber: 13.6538
[85] valid_0's poisson: -104.174 valid_0's huber: 13.6158
[86] valid_0's poisson: -104.192 valid_0's huber: 13.579
[87] valid_0's poisson: -104.206 valid_0's huber: 13.5467
[88] valid_0's poisson: -104.253 valid_0's huber: 13.5107
[89] valid_0's poisson: -104.299 valid_0's huber: 13.4756
[90] valid_0's poisson: -104.355 valid_0's huber: 13.442
[91] valid_0's poisson: -104.399 valid_0's huber: 13.4076
[92] valid_0's poisson: -104.413 valid_0's huber: 13.3713
[93] valid_0's poisson: -104.397 valid_0's huber: 13.34
[94] valid_0's poisson: -104.445 valid_0's huber: 13.3096
[95] valid_0's poisson: -104.475 valid_0's huber: 13.2791
[96] valid_0's poisson: -104.455 valid_0's huber: 13.2517
[97] valid_0's poisson: -104.492 valid_0's huber: 13.2202
[98] valid_0's poisson: -104.483 valid_0's huber: 13.1892
[99] valid_0's poisson: -104.523 valid_0's huber: 13.1584
[100] valid_0's poisson: -104.591 valid_0's huber: 13.1308
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7153 valid_0's huber: 29.3314
[2] valid_0's poisson: -88.2426 valid_0's huber: 28.86
[3] valid_0's poisson: -88.7563 valid_0's huber: 28.3956
[4] valid_0's poisson: -89.2671 valid_0's huber: 27.9346
[5] valid_0's poisson: -89.7593 valid_0's huber: 27.481
[6] valid_0's poisson: -90.2391 valid_0's huber: 27.0342
[7] valid_0's poisson: -90.7131 valid_0's huber: 26.5964
[8] valid_0's poisson: -91.1765 valid_0's huber: 26.1673
[9] valid_0's poisson: -91.6236 valid_0's huber: 25.7447
[10] valid_0's poisson: -92.0639 valid_0's huber: 25.3307
[11] valid_0's poisson: -92.4889 valid_0's huber: 24.9217
[12] valid_0's poisson: -92.9095 valid_0's huber: 24.5201
[13] valid_0's poisson: -93.3145 valid_0's huber: 24.125
[14] valid_0's poisson: -93.7136 valid_0's huber: 23.7299
[15] valid_0's poisson: -94.1232 valid_0's huber: 23.3476
[16] valid_0's poisson: -94.5031 valid_0's huber: 22.9691
[17] valid_0's poisson: -94.8743 valid_0's huber: 22.5978
[18] valid_0's poisson: -95.257 valid_0's huber: 22.2356
[19] valid_0's poisson: -95.6168 valid_0's huber: 21.8729
[20] valid_0's poisson: -95.9828 valid_0's huber: 21.5228
[21] valid_0's poisson: -96.345 valid_0's huber: 21.1874
[22] valid_0's poisson: -96.6983 valid_0's huber: 20.8473
[23] valid_0's poisson: -97.032 valid_0's huber: 20.5198
[24] valid_0's poisson: -97.3539 valid_0's huber: 20.2026
[25] valid_0's poisson: -97.6851 valid_0's huber: 19.8964
[26] valid_0's poisson: -97.9994 valid_0's huber: 19.5668
[27] valid_0's poisson: -98.3044 valid_0's huber: 19.278
[28] valid_0's poisson: -98.6014 valid_0's huber: 18.9673
[29] valid_0's poisson: -98.8966 valid_0's huber: 18.6945
[30] valid_0's poisson: -99.1573 valid_0's huber: 18.4143
[31] valid_0's poisson: -99.4197 valid_0's huber: 18.1505
[32] valid_0's poisson: -99.6695 valid_0's huber: 17.8984
[33] valid_0's poisson: -99.9057 valid_0's huber: 17.6549
[34] valid_0's poisson: -100.123 valid_0's huber: 17.4191
[35] valid_0's poisson: -100.324 valid_0's huber: 17.1941
[36] valid_0's poisson: -100.515 valid_0's huber: 16.9847
[37] valid_0's poisson: -100.7 valid_0's huber: 16.7953
[38] valid_0's poisson: -100.89 valid_0's huber: 16.6091
[39] valid_0's poisson: -101.066 valid_0's huber: 16.4384
[40] valid_0's poisson: -101.222 valid_0's huber: 16.2799
[41] valid_0's poisson: -101.37 valid_0's huber: 16.1371
[42] valid_0's poisson: -101.494 valid_0's huber: 16.01
[43] valid_0's poisson: -101.55 valid_0's huber: 15.8989
[44] valid_0's poisson: -101.65 valid_0's huber: 15.7963
[45] valid_0's poisson: -101.707 valid_0's huber: 15.7019
[46] valid_0's poisson: -101.826 valid_0's huber: 15.6138
[47] valid_0's poisson: -101.888 valid_0's huber: 15.5381
[48] valid_0's poisson: -101.961 valid_0's huber: 15.458
[49] valid_0's poisson: -101.989 valid_0's huber: 15.3899
[50] valid_0's poisson: -102.015 valid_0's huber: 15.3204
[51] valid_0's poisson: -102.118 valid_0's huber: 15.244
[52] valid_0's poisson: -102.17 valid_0's huber: 15.1803
[53] valid_0's poisson: -102.237 valid_0's huber: 15.126
[54] valid_0's poisson: -102.205 valid_0's huber: 15.0723
[55] valid_0's poisson: -102.265 valid_0's huber: 15.0147
[56] valid_0's poisson: -102.308 valid_0's huber: 14.9619
[57] valid_0's poisson: -102.32 valid_0's huber: 14.9068
[58] valid_0's poisson: -102.33 valid_0's huber: 14.8581
[59] valid_0's poisson: -102.427 valid_0's huber: 14.8063
[60] valid_0's poisson: -102.468 valid_0's huber: 14.7593
[61] valid_0's poisson: -102.517 valid_0's huber: 14.7145
[62] valid_0's poisson: -102.566 valid_0's huber: 14.668
[63] valid_0's poisson: -102.67 valid_0's huber: 14.6252
[64] valid_0's poisson: -102.759 valid_0's huber: 14.5859
[65] valid_0's poisson: -102.769 valid_0's huber: 14.5449
[66] valid_0's poisson: -102.846 valid_0's huber: 14.5078
[67] valid_0's poisson: -102.903 valid_0's huber: 14.472
[68] valid_0's poisson: -102.917 valid_0's huber: 14.4383
[69] valid_0's poisson: -102.969 valid_0's huber: 14.405
[70] valid_0's poisson: -103.076 valid_0's huber: 14.3381
[71] valid_0's poisson: -103.166 valid_0's huber: 14.277
[72] valid_0's poisson: -103.275 valid_0's huber: 14.2195
[73] valid_0's poisson: -103.315 valid_0's huber: 14.1663
[74] valid_0's poisson: -103.425 valid_0's huber: 14.1146
[75] valid_0's poisson: -103.435 valid_0's huber: 14.0593
[76] valid_0's poisson: -103.595 valid_0's huber: 14.0031
[77] valid_0's poisson: -103.67 valid_0's huber: 13.9528
[78] valid_0's poisson: -103.758 valid_0's huber: 13.9035
[79] valid_0's poisson: -103.797 valid_0's huber: 13.8581
[80] valid_0's poisson: -103.809 valid_0's huber: 13.8123
[81] valid_0's poisson: -103.878 valid_0's huber: 13.7714
[82] valid_0's poisson: -103.947 valid_0's huber: 13.7291
[83] valid_0's poisson: -104.05 valid_0's huber: 13.689
[84] valid_0's poisson: -104.092 valid_0's huber: 13.6503
[85] valid_0's poisson: -104.108 valid_0's huber: 13.6088
[86] valid_0's poisson: -104.176 valid_0's huber: 13.5705
[87] valid_0's poisson: -104.236 valid_0's huber: 13.5342
[88] valid_0's poisson: -104.278 valid_0's huber: 13.4962
[89] valid_0's poisson: -104.305 valid_0's huber: 13.4641
[90] valid_0's poisson: -104.345 valid_0's huber: 13.4271
[91] valid_0's poisson: -104.387 valid_0's huber: 13.3933
[92] valid_0's poisson: -104.427 valid_0's huber: 13.3604
[93] valid_0's poisson: -104.439 valid_0's huber: 13.3301
[94] valid_0's poisson: -104.465 valid_0's huber: 13.301
[95] valid_0's poisson: -104.501 valid_0's huber: 13.2723
[96] valid_0's poisson: -104.535 valid_0's huber: 13.2449
[97] valid_0's poisson: -104.576 valid_0's huber: 13.2146
[98] valid_0's poisson: -104.611 valid_0's huber: 13.1879
[99] valid_0's poisson: -104.637 valid_0's huber: 13.1628
[100] valid_0's poisson: -104.67 valid_0's huber: 13.1373
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7058 valid_0's huber: 29.3668
[2] valid_0's poisson: -88.2291 valid_0's huber: 28.8981
[3] valid_0's poisson: -88.7461 valid_0's huber: 28.4372
[4] valid_0's poisson: -89.244 valid_0's huber: 27.9835
[5] valid_0's poisson: -89.735 valid_0's huber: 27.5381
[6] valid_0's poisson: -90.2181 valid_0's huber: 27.0972
[7] valid_0's poisson: -90.6853 valid_0's huber: 26.6632
[8] valid_0's poisson: -91.1453 valid_0's huber: 26.2376
[9] valid_0's poisson: -91.5938 valid_0's huber: 25.8205
[10] valid_0's poisson: -92.0362 valid_0's huber: 25.398
[11] valid_0's poisson: -92.4662 valid_0's huber: 24.9831
[12] valid_0's poisson: -92.9073 valid_0's huber: 24.5937
[13] valid_0's poisson: -93.3375 valid_0's huber: 24.1979
[14] valid_0's poisson: -93.7583 valid_0's huber: 23.8088
[15] valid_0's poisson: -94.1522 valid_0's huber: 23.4265
[16] valid_0's poisson: -94.5517 valid_0's huber: 23.0509
[17] valid_0's poisson: -94.9417 valid_0's huber: 22.6815
[18] valid_0's poisson: -95.326 valid_0's huber: 22.3173
[19] valid_0's poisson: -95.6834 valid_0's huber: 21.956
[20] valid_0's poisson: -96.0334 valid_0's huber: 21.5991
[21] valid_0's poisson: -96.3975 valid_0's huber: 21.263
[22] valid_0's poisson: -96.7413 valid_0's huber: 20.9267
[23] valid_0's poisson: -97.0737 valid_0's huber: 20.5999
[24] valid_0's poisson: -97.3983 valid_0's huber: 20.2705
[25] valid_0's poisson: -97.733 valid_0's huber: 19.9597
[26] valid_0's poisson: -98.0446 valid_0's huber: 19.6322
[27] valid_0's poisson: -98.36 valid_0's huber: 19.3379
[28] valid_0's poisson: -98.6531 valid_0's huber: 19.0274
[29] valid_0's poisson: -98.9369 valid_0's huber: 18.7555
[30] valid_0's poisson: -99.2057 valid_0's huber: 18.4881
[31] valid_0's poisson: -99.4724 valid_0's huber: 18.2192
[32] valid_0's poisson: -99.7247 valid_0's huber: 17.964
[33] valid_0's poisson: -99.9637 valid_0's huber: 17.711
[34] valid_0's poisson: -100.193 valid_0's huber: 17.4777
[35] valid_0's poisson: -100.402 valid_0's huber: 17.2455
[36] valid_0's poisson: -100.594 valid_0's huber: 17.0314
[37] valid_0's poisson: -100.793 valid_0's huber: 16.8348
[38] valid_0's poisson: -100.977 valid_0's huber: 16.6521
[39] valid_0's poisson: -101.154 valid_0's huber: 16.4791
[40] valid_0's poisson: -101.318 valid_0's huber: 16.3194
[41] valid_0's poisson: -101.472 valid_0's huber: 16.1666
[42] valid_0's poisson: -101.603 valid_0's huber: 16.0318
[43] valid_0's poisson: -101.628 valid_0's huber: 15.9198
[44] valid_0's poisson: -101.729 valid_0's huber: 15.8165
[45] valid_0's poisson: -101.829 valid_0's huber: 15.7163
[46] valid_0's poisson: -101.916 valid_0's huber: 15.6241
[47] valid_0's poisson: -101.985 valid_0's huber: 15.5405
[48] valid_0's poisson: -102.062 valid_0's huber: 15.4665
[49] valid_0's poisson: -102.12 valid_0's huber: 15.394
[50] valid_0's poisson: -102.166 valid_0's huber: 15.3272
[51] valid_0's poisson: -102.196 valid_0's huber: 15.2672
[52] valid_0's poisson: -102.259 valid_0's huber: 15.2117
[53] valid_0's poisson: -102.304 valid_0's huber: 15.1614
[54] valid_0's poisson: -102.361 valid_0's huber: 15.0999
[55] valid_0's poisson: -102.438 valid_0's huber: 15.039
[56] valid_0's poisson: -102.461 valid_0's huber: 14.9763
[57] valid_0's poisson: -102.532 valid_0's huber: 14.9249
[58] valid_0's poisson: -102.588 valid_0's huber: 14.8681
[59] valid_0's poisson: -102.648 valid_0's huber: 14.8153
[60] valid_0's poisson: -102.705 valid_0's huber: 14.7666
[61] valid_0's poisson: -102.761 valid_0's huber: 14.7193
[62] valid_0's poisson: -102.823 valid_0's huber: 14.6747
[63] valid_0's poisson: -102.87 valid_0's huber: 14.6366
[64] valid_0's poisson: -102.889 valid_0's huber: 14.593
[65] valid_0's poisson: -102.933 valid_0's huber: 14.5515
[66] valid_0's poisson: -102.935 valid_0's huber: 14.5159
[67] valid_0's poisson: -103.026 valid_0's huber: 14.4408
[68] valid_0's poisson: -103.104 valid_0's huber: 14.3753
[69] valid_0's poisson: -103.112 valid_0's huber: 14.3156
[70] valid_0's poisson: -103.195 valid_0's huber: 14.2592
[71] valid_0's poisson: -103.251 valid_0's huber: 14.2057
[72] valid_0's poisson: -103.221 valid_0's huber: 14.1557
[73] valid_0's poisson: -103.353 valid_0's huber: 14.1081
[74] valid_0's poisson: -103.44 valid_0's huber: 14.0615
[75] valid_0's poisson: -103.492 valid_0's huber: 14.0159
[76] valid_0's poisson: -103.601 valid_0's huber: 13.9715
[77] valid_0's poisson: -103.66 valid_0's huber: 13.9305
[78] valid_0's poisson: -103.75 valid_0's huber: 13.8904
[79] valid_0's poisson: -103.793 valid_0's huber: 13.8543
[80] valid_0's poisson: -103.865 valid_0's huber: 13.817
[81] valid_0's poisson: -103.914 valid_0's huber: 13.7806
[82] valid_0's poisson: -103.968 valid_0's huber: 13.7427
[83] valid_0's poisson: -103.967 valid_0's huber: 13.7083
[84] valid_0's poisson: -104.018 valid_0's huber: 13.6724
[85] valid_0's poisson: -104.029 valid_0's huber: 13.6366
[86] valid_0's poisson: -104.069 valid_0's huber: 13.6042
[87] valid_0's poisson: -104.184 valid_0's huber: 13.5588
[88] valid_0's poisson: -104.236 valid_0's huber: 13.5178
[89] valid_0's poisson: -104.271 valid_0's huber: 13.4805
[90] valid_0's poisson: -104.266 valid_0's huber: 13.4422
[91] valid_0's poisson: -104.314 valid_0's huber: 13.4086
[92] valid_0's poisson: -104.338 valid_0's huber: 13.3804
[93] valid_0's poisson: -104.366 valid_0's huber: 13.3523
[94] valid_0's poisson: -104.402 valid_0's huber: 13.3216
[95] valid_0's poisson: -104.419 valid_0's huber: 13.2955
[96] valid_0's poisson: -104.455 valid_0's huber: 13.2694
[97] valid_0's poisson: -104.49 valid_0's huber: 13.2449
[98] valid_0's poisson: -104.553 valid_0's huber: 13.2096
[99] valid_0's poisson: -104.586 valid_0's huber: 13.1856
[100] valid_0's poisson: -104.615 valid_0's huber: 13.1577
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7107 valid_0's huber: 29.3203
[2] valid_0's poisson: -88.2323 valid_0's huber: 28.8547
[3] valid_0's poisson: -88.7462 valid_0's huber: 28.3974
[4] valid_0's poisson: -89.2423 valid_0's huber: 27.9467
[5] valid_0's poisson: -89.7344 valid_0's huber: 27.5013
[6] valid_0's poisson: -90.2106 valid_0's huber: 27.0609
[7] valid_0's poisson: -90.68 valid_0's huber: 26.6293
[8] valid_0's poisson: -91.1424 valid_0's huber: 26.194
[9] valid_0's poisson: -91.5877 valid_0's huber: 25.7792
[10] valid_0's poisson: -92.0259 valid_0's huber: 25.3587
[11] valid_0's poisson: -92.4511 valid_0's huber: 24.9518
[12] valid_0's poisson: -92.8701 valid_0's huber: 24.552
[13] valid_0's poisson: -93.3026 valid_0's huber: 24.1558
[14] valid_0's poisson: -93.7239 valid_0's huber: 23.7668
[15] valid_0's poisson: -94.1405 valid_0's huber: 23.3938
[16] valid_0's poisson: -94.5237 valid_0's huber: 23.0118
[17] valid_0's poisson: -94.8948 valid_0's huber: 22.642
[18] valid_0's poisson: -95.28 valid_0's huber: 22.279
[19] valid_0's poisson: -95.637 valid_0's huber: 21.9187
[20] valid_0's poisson: -95.988 valid_0's huber: 21.5621
[21] valid_0's poisson: -96.36 valid_0's huber: 21.2241
[22] valid_0's poisson: -96.7062 valid_0's huber: 20.8869
[23] valid_0's poisson: -97.0409 valid_0's huber: 20.5593
[24] valid_0's poisson: -97.3743 valid_0's huber: 20.2448
[25] valid_0's poisson: -97.6888 valid_0's huber: 19.9336
[26] valid_0's poisson: -97.9908 valid_0's huber: 19.6331
[27] valid_0's poisson: -98.2955 valid_0's huber: 19.3127
[28] valid_0's poisson: -98.5954 valid_0's huber: 19.0327
[29] valid_0's poisson: -98.8815 valid_0's huber: 18.7313
[30] valid_0's poisson: -99.1703 valid_0's huber: 18.4659
[31] valid_0's poisson: -99.4236 valid_0's huber: 18.194
[32] valid_0's poisson: -99.6758 valid_0's huber: 17.9392
[33] valid_0's poisson: -99.9149 valid_0's huber: 17.6969
[34] valid_0's poisson: -100.141 valid_0's huber: 17.4627
[35] valid_0's poisson: -100.348 valid_0's huber: 17.2329
[36] valid_0's poisson: -100.54 valid_0's huber: 17.0221
[37] valid_0's poisson: -100.731 valid_0's huber: 16.8305
[38] valid_0's poisson: -100.919 valid_0's huber: 16.647
[39] valid_0's poisson: -101.092 valid_0's huber: 16.4784
[40] valid_0's poisson: -101.251 valid_0's huber: 16.3238
[41] valid_0's poisson: -101.392 valid_0's huber: 16.1826
[42] valid_0's poisson: -101.515 valid_0's huber: 16.0534
[43] valid_0's poisson: -101.534 valid_0's huber: 15.9345
[44] valid_0's poisson: -101.634 valid_0's huber: 15.8281
[45] valid_0's poisson: -101.732 valid_0's huber: 15.7297
[46] valid_0's poisson: -101.821 valid_0's huber: 15.6349
[47] valid_0's poisson: -101.906 valid_0's huber: 15.5485
[48] valid_0's poisson: -101.983 valid_0's huber: 15.47
[49] valid_0's poisson: -102.042 valid_0's huber: 15.403
[50] valid_0's poisson: -102.115 valid_0's huber: 15.3393
[51] valid_0's poisson: -102.131 valid_0's huber: 15.2764
[52] valid_0's poisson: -102.18 valid_0's huber: 15.2189
[53] valid_0's poisson: -102.242 valid_0's huber: 15.166
[54] valid_0's poisson: -102.283 valid_0's huber: 15.1145
[55] valid_0's poisson: -102.355 valid_0's huber: 15.0593
[56] valid_0's poisson: -102.413 valid_0's huber: 15.0075
[57] valid_0's poisson: -102.386 valid_0's huber: 14.9563
[58] valid_0's poisson: -102.422 valid_0's huber: 14.9006
[59] valid_0's poisson: -102.476 valid_0's huber: 14.8467
[60] valid_0's poisson: -102.557 valid_0's huber: 14.7958
[61] valid_0's poisson: -102.56 valid_0's huber: 14.7543
[62] valid_0's poisson: -102.64 valid_0's huber: 14.7098
[63] valid_0's poisson: -102.644 valid_0's huber: 14.6683
[64] valid_0's poisson: -102.725 valid_0's huber: 14.6293
[65] valid_0's poisson: -102.797 valid_0's huber: 14.5927
[66] valid_0's poisson: -102.85 valid_0's huber: 14.5264
[67] valid_0's poisson: -102.931 valid_0's huber: 14.4613
[68] valid_0's poisson: -102.972 valid_0's huber: 14.4012
[69] valid_0's poisson: -103.068 valid_0's huber: 14.3482
[70] valid_0's poisson: -103.137 valid_0's huber: 14.2951
[71] valid_0's poisson: -103.146 valid_0's huber: 14.2447
[72] valid_0's poisson: -103.254 valid_0's huber: 14.1969
[73] valid_0's poisson: -103.313 valid_0's huber: 14.1461
[74] valid_0's poisson: -103.373 valid_0's huber: 14.1018
[75] valid_0's poisson: -103.448 valid_0's huber: 14.058
[76] valid_0's poisson: -103.554 valid_0's huber: 14.0142
[77] valid_0's poisson: -103.597 valid_0's huber: 13.9712
[78] valid_0's poisson: -103.634 valid_0's huber: 13.9327
[79] valid_0's poisson: -103.683 valid_0's huber: 13.8915
[80] valid_0's poisson: -103.782 valid_0's huber: 13.8548
[81] valid_0's poisson: -103.835 valid_0's huber: 13.8083
[82] valid_0's poisson: -103.877 valid_0's huber: 13.77
[83] valid_0's poisson: -103.978 valid_0's huber: 13.7324
[84] valid_0's poisson: -104.029 valid_0's huber: 13.692
[85] valid_0's poisson: -104.094 valid_0's huber: 13.6517
[86] valid_0's poisson: -104.139 valid_0's huber: 13.6151
[87] valid_0's poisson: -104.183 valid_0's huber: 13.5817
[88] valid_0's poisson: -104.243 valid_0's huber: 13.5468
[89] valid_0's poisson: -104.279 valid_0's huber: 13.5117
[90] valid_0's poisson: -104.314 valid_0's huber: 13.4834
[91] valid_0's poisson: -104.351 valid_0's huber: 13.4488
[92] valid_0's poisson: -104.399 valid_0's huber: 13.416
[93] valid_0's poisson: -104.411 valid_0's huber: 13.3798
[94] valid_0's poisson: -104.493 valid_0's huber: 13.3478
[95] valid_0's poisson: -104.543 valid_0's huber: 13.3158
[96] valid_0's poisson: -104.538 valid_0's huber: 13.2877
[97] valid_0's poisson: -104.591 valid_0's huber: 13.2607
[98] valid_0's poisson: -104.624 valid_0's huber: 13.2307
[99] valid_0's poisson: -104.67 valid_0's huber: 13.1955
[100] valid_0's poisson: -104.716 valid_0's huber: 13.1709
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.704 valid_0's huber: 29.4112
[2] valid_0's poisson: -88.2255 valid_0's huber: 28.9435
[3] valid_0's poisson: -88.741 valid_0's huber: 28.4832
[4] valid_0's poisson: -89.2446 valid_0's huber: 28.03
[5] valid_0's poisson: -89.7308 valid_0's huber: 27.5827
[6] valid_0's poisson: -90.2137 valid_0's huber: 27.1407
[7] valid_0's poisson: -90.6857 valid_0's huber: 26.7063
[8] valid_0's poisson: -91.1426 valid_0's huber: 26.2764
[9] valid_0's poisson: -91.5868 valid_0's huber: 25.8569
[10] valid_0's poisson: -92.0307 valid_0's huber: 25.4328
[11] valid_0's poisson: -92.448 valid_0's huber: 25.0283
[12] valid_0's poisson: -92.8656 valid_0's huber: 24.6285
[13] valid_0's poisson: -93.2755 valid_0's huber: 24.2262
[14] valid_0's poisson: -93.6986 valid_0's huber: 23.8466
[15] valid_0's poisson: -94.1125 valid_0's huber: 23.4612
[16] valid_0's poisson: -94.5159 valid_0's huber: 23.083
[17] valid_0's poisson: -94.9147 valid_0's huber: 22.7197
[18] valid_0's poisson: -95.2828 valid_0's huber: 22.3476
[19] valid_0's poisson: -95.6502 valid_0's huber: 21.9747
[20] valid_0's poisson: -96.0005 valid_0's huber: 21.618
[21] valid_0's poisson: -96.362 valid_0's huber: 21.2797
[22] valid_0's poisson: -96.7094 valid_0's huber: 20.9412
[23] valid_0's poisson: -97.0449 valid_0's huber: 20.6112
[24] valid_0's poisson: -97.3693 valid_0's huber: 20.2919
[25] valid_0's poisson: -97.6923 valid_0's huber: 19.9825
[26] valid_0's poisson: -97.9977 valid_0's huber: 19.6776
[27] valid_0's poisson: -98.2991 valid_0's huber: 19.3588
[28] valid_0's poisson: -98.5972 valid_0's huber: 19.0765
[29] valid_0's poisson: -98.8711 valid_0's huber: 18.8008
[30] valid_0's poisson: -99.137 valid_0's huber: 18.5325
[31] valid_0's poisson: -99.4025 valid_0's huber: 18.2501
[32] valid_0's poisson: -99.6436 valid_0's huber: 17.9875
[33] valid_0's poisson: -99.883 valid_0's huber: 17.7398
[34] valid_0's poisson: -100.124 valid_0's huber: 17.4879
[35] valid_0's poisson: -100.332 valid_0's huber: 17.2602
[36] valid_0's poisson: -100.537 valid_0's huber: 17.0485
[37] valid_0's poisson: -100.727 valid_0's huber: 16.8515
[38] valid_0's poisson: -100.917 valid_0's huber: 16.6648
[39] valid_0's poisson: -101.087 valid_0's huber: 16.4946
[40] valid_0's poisson: -101.253 valid_0's huber: 16.3332
[41] valid_0's poisson: -101.405 valid_0's huber: 16.1873
[42] valid_0's poisson: -101.533 valid_0's huber: 16.0567
[43] valid_0's poisson: -101.64 valid_0's huber: 15.938
[44] valid_0's poisson: -101.658 valid_0's huber: 15.8384
[45] valid_0's poisson: -101.755 valid_0's huber: 15.7439
[46] valid_0's poisson: -101.823 valid_0's huber: 15.6546
[47] valid_0's poisson: -101.897 valid_0's huber: 15.5709
[48] valid_0's poisson: -101.944 valid_0's huber: 15.4944
[49] valid_0's poisson: -102.017 valid_0's huber: 15.4281
[50] valid_0's poisson: -102.077 valid_0's huber: 15.3653
[51] valid_0's poisson: -102.116 valid_0's huber: 15.3073
[52] valid_0's poisson: -102.175 valid_0's huber: 15.2531
[53] valid_0's poisson: -102.242 valid_0's huber: 15.1925
[54] valid_0's poisson: -102.278 valid_0's huber: 15.1277
[55] valid_0's poisson: -102.355 valid_0's huber: 15.0678
[56] valid_0's poisson: -102.353 valid_0's huber: 15.0106
[57] valid_0's poisson: -102.416 valid_0's huber: 14.957
[58] valid_0's poisson: -102.471 valid_0's huber: 14.9116
[59] valid_0's poisson: -102.465 valid_0's huber: 14.8648
[60] valid_0's poisson: -102.494 valid_0's huber: 14.822
[61] valid_0's poisson: -102.551 valid_0's huber: 14.782
[62] valid_0's poisson: -102.583 valid_0's huber: 14.7404
[63] valid_0's poisson: -102.619 valid_0's huber: 14.7029
[64] valid_0's poisson: -102.655 valid_0's huber: 14.6686
[65] valid_0's poisson: -102.664 valid_0's huber: 14.636
[66] valid_0's poisson: -102.708 valid_0's huber: 14.5955
[67] valid_0's poisson: -102.839 valid_0's huber: 14.5541
[68] valid_0's poisson: -102.867 valid_0's huber: 14.5019
[69] valid_0's poisson: -102.983 valid_0's huber: 14.4646
[70] valid_0's poisson: -103.013 valid_0's huber: 14.4262
[71] valid_0's poisson: -103.106 valid_0's huber: 14.388
[72] valid_0's poisson: -103.124 valid_0's huber: 14.3516
[73] valid_0's poisson: -103.174 valid_0's huber: 14.3173
[74] valid_0's poisson: -103.198 valid_0's huber: 14.283
[75] valid_0's poisson: -103.217 valid_0's huber: 14.25
[76] valid_0's poisson: -103.274 valid_0's huber: 14.2206
[77] valid_0's poisson: -103.278 valid_0's huber: 14.1904
[78] valid_0's poisson: -103.294 valid_0's huber: 14.1567
[79] valid_0's poisson: -103.319 valid_0's huber: 14.1251
[80] valid_0's poisson: -103.28 valid_0's huber: 14.0948
[81] valid_0's poisson: -103.299 valid_0's huber: 14.0657
[82] valid_0's poisson: -103.372 valid_0's huber: 14.0415
[83] valid_0's poisson: -103.455 valid_0's huber: 14.0081
[84] valid_0's poisson: -103.495 valid_0's huber: 13.9792
[85] valid_0's poisson: -103.57 valid_0's huber: 13.9501
[86] valid_0's poisson: -103.65 valid_0's huber: 13.8861
[87] valid_0's poisson: -103.728 valid_0's huber: 13.83
[88] valid_0's poisson: -103.755 valid_0's huber: 13.7976
[89] valid_0's poisson: -103.788 valid_0's huber: 13.7666
[90] valid_0's poisson: -103.794 valid_0's huber: 13.737
[91] valid_0's poisson: -103.778 valid_0's huber: 13.7038
[92] valid_0's poisson: -103.758 valid_0's huber: 13.67
[93] valid_0's poisson: -103.849 valid_0's huber: 13.6142
[94] valid_0's poisson: -103.964 valid_0's huber: 13.5672
[95] valid_0's poisson: -103.965 valid_0's huber: 13.5381
[96] valid_0's poisson: -104.003 valid_0's huber: 13.5059
[97] valid_0's poisson: -103.984 valid_0's huber: 13.4784
[98] valid_0's poisson: -104.002 valid_0's huber: 13.4503
[99] valid_0's poisson: -104 valid_0's huber: 13.4259
[100] valid_0's poisson: -104.082 valid_0's huber: 13.3788
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3388 valid_0's huber: 29.6754
[2] valid_0's poisson: -87.5035 valid_0's huber: 29.5397
[3] valid_0's poisson: -87.6672 valid_0's huber: 29.4044
[4] valid_0's poisson: -87.8298 valid_0's huber: 29.2696
[5] valid_0's poisson: -87.9916 valid_0's huber: 29.1354
[6] valid_0's poisson: -88.153 valid_0's huber: 29.001
[7] valid_0's poisson: -88.3134 valid_0's huber: 28.867
[8] valid_0's poisson: -88.473 valid_0's huber: 28.7338
[9] valid_0's poisson: -88.6307 valid_0's huber: 28.602
[10] valid_0's poisson: -88.7875 valid_0's huber: 28.4707
[11] valid_0's poisson: -88.9435 valid_0's huber: 28.3398
[12] valid_0's poisson: -89.0986 valid_0's huber: 28.2092
[13] valid_0's poisson: -89.2529 valid_0's huber: 28.0791
[14] valid_0's poisson: -89.4062 valid_0's huber: 27.9494
[15] valid_0's poisson: -89.5587 valid_0's huber: 27.8202
[16] valid_0's poisson: -89.7104 valid_0's huber: 27.6912
[17] valid_0's poisson: -89.8613 valid_0's huber: 27.5625
[18] valid_0's poisson: -90.0114 valid_0's huber: 27.4342
[19] valid_0's poisson: -90.1604 valid_0's huber: 27.3066
[20] valid_0's poisson: -90.3089 valid_0's huber: 27.1791
[21] valid_0's poisson: -90.4562 valid_0's huber: 27.0522
[22] valid_0's poisson: -90.6025 valid_0's huber: 26.9261
[23] valid_0's poisson: -90.748 valid_0's huber: 26.8001
[24] valid_0's poisson: -90.893 valid_0's huber: 26.6741
[25] valid_0's poisson: -91.0366 valid_0's huber: 26.5492
[26] valid_0's poisson: -91.1792 valid_0's huber: 26.4248
[27] valid_0's poisson: -91.3216 valid_0's huber: 26.3003
[28] valid_0's poisson: -91.4626 valid_0's huber: 26.177
[29] valid_0's poisson: -91.6025 valid_0's huber: 26.0544
[30] valid_0's poisson: -91.7429 valid_0's huber: 25.9311
[31] valid_0's poisson: -91.882 valid_0's huber: 25.8092
[32] valid_0's poisson: -92.0197 valid_0's huber: 25.6883
[33] valid_0's poisson: -92.1587 valid_0's huber: 25.5658
[34] valid_0's poisson: -92.2966 valid_0's huber: 25.4436
[35] valid_0's poisson: -92.4335 valid_0's huber: 25.3219
[36] valid_0's poisson: -92.5696 valid_0's huber: 25.2008
[37] valid_0's poisson: -92.7046 valid_0's huber: 25.0807
[38] valid_0's poisson: -92.8388 valid_0's huber: 24.961
[39] valid_0's poisson: -92.972 valid_0's huber: 24.8418
[40] valid_0's poisson: -93.104 valid_0's huber: 24.7242
[41] valid_0's poisson: -93.2358 valid_0's huber: 24.6058
[42] valid_0's poisson: -93.3667 valid_0's huber: 24.4879
[43] valid_0's poisson: -93.4957 valid_0's huber: 24.3724
[44] valid_0's poisson: -93.6264 valid_0's huber: 24.2547
[45] valid_0's poisson: -93.7545 valid_0's huber: 24.1398
[46] valid_0's poisson: -93.8837 valid_0's huber: 24.0231
[47] valid_0's poisson: -94.0101 valid_0's huber: 23.9092
[48] valid_0's poisson: -94.1377 valid_0's huber: 23.7932
[49] valid_0's poisson: -94.2633 valid_0's huber: 23.6786
[50] valid_0's poisson: -94.3878 valid_0's huber: 23.566
[51] valid_0's poisson: -94.5135 valid_0's huber: 23.4513
[52] valid_0's poisson: -94.6374 valid_0's huber: 23.3377
[53] valid_0's poisson: -94.7612 valid_0's huber: 23.2253
[54] valid_0's poisson: -94.8846 valid_0's huber: 23.1119
[55] valid_0's poisson: -95.0062 valid_0's huber: 22.9997
[56] valid_0's poisson: -95.128 valid_0's huber: 22.8878
[57] valid_0's poisson: -95.249 valid_0's huber: 22.777
[58] valid_0's poisson: -95.3692 valid_0's huber: 22.6662
[59] valid_0's poisson: -95.4899 valid_0's huber: 22.5537
[60] valid_0's poisson: -95.6104 valid_0's huber: 22.4417
[61] valid_0's poisson: -95.7291 valid_0's huber: 22.3317
[62] valid_0's poisson: -95.8483 valid_0's huber: 22.2205
[63] valid_0's poisson: -95.9654 valid_0's huber: 22.1114
[64] valid_0's poisson: -96.0833 valid_0's huber: 22.0009
[65] valid_0's poisson: -96.1994 valid_0's huber: 21.8924
[66] valid_0's poisson: -96.3156 valid_0's huber: 21.7831
[67] valid_0's poisson: -96.4313 valid_0's huber: 21.6739
[68] valid_0's poisson: -96.5423 valid_0's huber: 21.5675
[69] valid_0's poisson: -96.6553 valid_0's huber: 21.461
[70] valid_0's poisson: -96.7653 valid_0's huber: 21.3555
[71] valid_0's poisson: -96.8772 valid_0's huber: 21.2497
[72] valid_0's poisson: -96.9872 valid_0's huber: 21.1437
[73] valid_0's poisson: -97.0976 valid_0's huber: 21.0389
[74] valid_0's poisson: -97.2066 valid_0's huber: 20.9336
[75] valid_0's poisson: -97.3153 valid_0's huber: 20.8298
[76] valid_0's poisson: -97.4231 valid_0's huber: 20.7253
[77] valid_0's poisson: -97.5318 valid_0's huber: 20.6201
[78] valid_0's poisson: -97.6383 valid_0's huber: 20.5169
[79] valid_0's poisson: -97.7455 valid_0's huber: 20.414
[80] valid_0's poisson: -97.8507 valid_0's huber: 20.3118
[81] valid_0's poisson: -97.9563 valid_0's huber: 20.2101
[82] valid_0's poisson: -98.0602 valid_0's huber: 20.1089
[83] valid_0's poisson: -98.1635 valid_0's huber: 20.0081
[84] valid_0's poisson: -98.2678 valid_0's huber: 19.9071
[85] valid_0's poisson: -98.3698 valid_0's huber: 19.8074
[86] valid_0's poisson: -98.4726 valid_0's huber: 19.7077
[87] valid_0's poisson: -98.5743 valid_0's huber: 19.6085
[88] valid_0's poisson: -98.6739 valid_0's huber: 19.5105
[89] valid_0's poisson: -98.7742 valid_0's huber: 19.4127
[90] valid_0's poisson: -98.8738 valid_0's huber: 19.315
[91] valid_0's poisson: -98.9723 valid_0's huber: 19.2181
[92] valid_0's poisson: -99.0702 valid_0's huber: 19.1211
[93] valid_0's poisson: -99.1685 valid_0's huber: 19.025
[94] valid_0's poisson: -99.265 valid_0's huber: 18.9294
[95] valid_0's poisson: -99.361 valid_0's huber: 18.8347
[96] valid_0's poisson: -99.456 valid_0's huber: 18.7399
[97] valid_0's poisson: -99.5508 valid_0's huber: 18.6466
[98] valid_0's poisson: -99.6447 valid_0's huber: 18.5541
[99] valid_0's poisson: -99.7384 valid_0's huber: 18.4606
[100] valid_0's poisson: -99.8319 valid_0's huber: 18.3672
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3373 valid_0's huber: 29.6761
[2] valid_0's poisson: -87.4996 valid_0's huber: 29.5429
[3] valid_0's poisson: -87.6609 valid_0's huber: 29.4101
[4] valid_0's poisson: -87.8213 valid_0's huber: 29.2778
[5] valid_0's poisson: -87.9808 valid_0's huber: 29.1451
[6] valid_0's poisson: -88.1392 valid_0's huber: 29.0136
[7] valid_0's poisson: -88.2969 valid_0's huber: 28.8817
[8] valid_0's poisson: -88.4534 valid_0's huber: 28.751
[9] valid_0's poisson: -88.6092 valid_0's huber: 28.62
[10] valid_0's poisson: -88.7636 valid_0's huber: 28.4901
[11] valid_0's poisson: -88.9211 valid_0's huber: 28.3566
[12] valid_0's poisson: -89.0776 valid_0's huber: 28.2235
[13] valid_0's poisson: -89.2341 valid_0's huber: 28.0906
[14] valid_0's poisson: -89.3897 valid_0's huber: 27.9582
[15] valid_0's poisson: -89.5444 valid_0's huber: 27.8262
[16] valid_0's poisson: -89.6984 valid_0's huber: 27.6946
[17] valid_0's poisson: -89.8519 valid_0's huber: 27.5629
[18] valid_0's poisson: -90.0041 valid_0's huber: 27.432
[19] valid_0's poisson: -90.1558 valid_0's huber: 27.3011
[20] valid_0's poisson: -90.3061 valid_0's huber: 27.1712
[21] valid_0's poisson: -90.4558 valid_0's huber: 27.0414
[22] valid_0's poisson: -90.6042 valid_0's huber: 26.9126
[23] valid_0's poisson: -90.7522 valid_0's huber: 26.7836
[24] valid_0's poisson: -90.8992 valid_0's huber: 26.6553
[25] valid_0's poisson: -91.0448 valid_0's huber: 26.5281
[26] valid_0's poisson: -91.1898 valid_0's huber: 26.4015
[27] valid_0's poisson: -91.334 valid_0's huber: 26.2752
[28] valid_0's poisson: -91.4769 valid_0's huber: 26.15
[29] valid_0's poisson: -91.6193 valid_0's huber: 26.0249
[30] valid_0's poisson: -91.7604 valid_0's huber: 25.9009
[31] valid_0's poisson: -91.9013 valid_0's huber: 25.7767
[32] valid_0's poisson: -92.0407 valid_0's huber: 25.6536
[33] valid_0's poisson: -92.1799 valid_0's huber: 25.5304
[34] valid_0's poisson: -92.3168 valid_0's huber: 25.4091
[35] valid_0's poisson: -92.4535 valid_0's huber: 25.2877
[36] valid_0's poisson: -92.5903 valid_0's huber: 25.1664
[37] valid_0's poisson: -92.7251 valid_0's huber: 25.0463
[38] valid_0's poisson: -92.8595 valid_0's huber: 24.9263
[39] valid_0's poisson: -92.9937 valid_0's huber: 24.8064
[40] valid_0's poisson: -93.1258 valid_0's huber: 24.688
[41] valid_0's poisson: -93.2584 valid_0's huber: 24.5695
[42] valid_0's poisson: -93.3893 valid_0's huber: 24.4514
[43] valid_0's poisson: -93.5203 valid_0's huber: 24.3336
[44] valid_0's poisson: -93.6503 valid_0's huber: 24.2162
[45] valid_0's poisson: -93.7794 valid_0's huber: 24.0994
[46] valid_0's poisson: -93.9073 valid_0's huber: 23.9828
[47] valid_0's poisson: -94.0344 valid_0's huber: 23.8669
[48] valid_0's poisson: -94.161 valid_0's huber: 23.7514
[49] valid_0's poisson: -94.2868 valid_0's huber: 23.6366
[50] valid_0's poisson: -94.4109 valid_0's huber: 23.523
[51] valid_0's poisson: -94.5354 valid_0's huber: 23.4095
[52] valid_0's poisson: -94.6587 valid_0's huber: 23.2964
[53] valid_0's poisson: -94.7816 valid_0's huber: 23.1842
[54] valid_0's poisson: -94.9034 valid_0's huber: 23.0726
[55] valid_0's poisson: -95.0247 valid_0's huber: 22.9607
[56] valid_0's poisson: -95.146 valid_0's huber: 22.8494
[57] valid_0's poisson: -95.2671 valid_0's huber: 22.7379
[58] valid_0's poisson: -95.3881 valid_0's huber: 22.6272
[59] valid_0's poisson: -95.508 valid_0's huber: 22.5163
[60] valid_0's poisson: -95.6274 valid_0's huber: 22.4063
[61] valid_0's poisson: -95.7462 valid_0's huber: 22.2968
[62] valid_0's poisson: -95.8647 valid_0's huber: 22.1876
[63] valid_0's poisson: -95.9816 valid_0's huber: 22.0784
[64] valid_0's poisson: -96.098 valid_0's huber: 21.9704
[65] valid_0's poisson: -96.2133 valid_0's huber: 21.8619
[66] valid_0's poisson: -96.3282 valid_0's huber: 21.7537
[67] valid_0's poisson: -96.4424 valid_0's huber: 21.6465
[68] valid_0's poisson: -96.5556 valid_0's huber: 21.5393
[69] valid_0's poisson: -96.6686 valid_0's huber: 21.4321
[70] valid_0's poisson: -96.7817 valid_0's huber: 21.3258
[71] valid_0's poisson: -96.8932 valid_0's huber: 21.2196
[72] valid_0's poisson: -97.0049 valid_0's huber: 21.1144
[73] valid_0's poisson: -97.1172 valid_0's huber: 21.0066
[74] valid_0's poisson: -97.2259 valid_0's huber: 20.9024
[75] valid_0's poisson: -97.3369 valid_0's huber: 20.7957
[76] valid_0's poisson: -97.4474 valid_0's huber: 20.6894
[77] valid_0's poisson: -97.5566 valid_0's huber: 20.5838
[78] valid_0's poisson: -97.6625 valid_0's huber: 20.4819
[79] valid_0's poisson: -97.7694 valid_0's huber: 20.3789
[80] valid_0's poisson: -97.8768 valid_0's huber: 20.2746
[81] valid_0's poisson: -97.9819 valid_0's huber: 20.173
[82] valid_0's poisson: -98.0845 valid_0's huber: 20.0723
[83] valid_0's poisson: -98.1888 valid_0's huber: 19.9707
[84] valid_0's poisson: -98.2925 valid_0's huber: 19.8695
[85] valid_0's poisson: -98.3966 valid_0's huber: 19.768
[86] valid_0's poisson: -98.4984 valid_0's huber: 19.6677
[87] valid_0's poisson: -98.6006 valid_0's huber: 19.5678
[88] valid_0's poisson: -98.7018 valid_0's huber: 19.4683
[89] valid_0's poisson: -98.8025 valid_0's huber: 19.3695
[90] valid_0's poisson: -98.9025 valid_0's huber: 19.2713
[91] valid_0's poisson: -99.0011 valid_0's huber: 19.173
[92] valid_0's poisson: -99.0981 valid_0's huber: 19.0757
[93] valid_0's poisson: -99.196 valid_0's huber: 18.9792
[94] valid_0's poisson: -99.293 valid_0's huber: 18.8829
[95] valid_0's poisson: -99.3895 valid_0's huber: 18.7875
[96] valid_0's poisson: -99.485 valid_0's huber: 18.6924
[97] valid_0's poisson: -99.5798 valid_0's huber: 18.5982
[98] valid_0's poisson: -99.6732 valid_0's huber: 18.5041
[99] valid_0's poisson: -99.7664 valid_0's huber: 18.4112
[100] valid_0's poisson: -99.8584 valid_0's huber: 18.3191
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3353 valid_0's huber: 29.7054
[2] valid_0's poisson: -87.5001 valid_0's huber: 29.5685
[3] valid_0's poisson: -87.6639 valid_0's huber: 29.4319
[4] valid_0's poisson: -87.8266 valid_0's huber: 29.2959
[5] valid_0's poisson: -87.9884 valid_0's huber: 29.1603
[6] valid_0's poisson: -88.1492 valid_0's huber: 29.0252
[7] valid_0's poisson: -88.3091 valid_0's huber: 28.8906
[8] valid_0's poisson: -88.4688 valid_0's huber: 28.7564
[9] valid_0's poisson: -88.6283 valid_0's huber: 28.6221
[10] valid_0's poisson: -88.787 valid_0's huber: 28.488
[11] valid_0's poisson: -88.9447 valid_0's huber: 28.3544
[12] valid_0's poisson: -89.1014 valid_0's huber: 28.2214
[13] valid_0's poisson: -89.257 valid_0's huber: 28.0887
[14] valid_0's poisson: -89.4119 valid_0's huber: 27.9568
[15] valid_0's poisson: -89.5656 valid_0's huber: 27.8251
[16] valid_0's poisson: -89.7186 valid_0's huber: 27.6941
[17] valid_0's poisson: -89.8694 valid_0's huber: 27.5642
[18] valid_0's poisson: -90.0207 valid_0's huber: 27.4339
[19] valid_0's poisson: -90.1699 valid_0's huber: 27.3049
[20] valid_0's poisson: -90.3195 valid_0's huber: 27.1755
[21] valid_0's poisson: -90.4669 valid_0's huber: 27.0475
[22] valid_0's poisson: -90.6147 valid_0's huber: 26.9191
[23] valid_0's poisson: -90.76 valid_0's huber: 26.7921
[24] valid_0's poisson: -90.9046 valid_0's huber: 26.665
[25] valid_0's poisson: -91.0494 valid_0's huber: 26.5381
[26] valid_0's poisson: -91.1919 valid_0's huber: 26.413
[27] valid_0's poisson: -91.3348 valid_0's huber: 26.2873
[28] valid_0's poisson: -91.4763 valid_0's huber: 26.1628
[29] valid_0's poisson: -91.6164 valid_0's huber: 26.0395
[30] valid_0's poisson: -91.7567 valid_0's huber: 25.9159
[31] valid_0's poisson: -91.8949 valid_0's huber: 25.794
[32] valid_0's poisson: -92.0337 valid_0's huber: 25.671
[33] valid_0's poisson: -92.1715 valid_0's huber: 25.549
[34] valid_0's poisson: -92.3082 valid_0's huber: 25.4284
[35] valid_0's poisson: -92.4445 valid_0's huber: 25.3081
[36] valid_0's poisson: -92.5796 valid_0's huber: 25.1884
[37] valid_0's poisson: -92.714 valid_0's huber: 25.0696
[38] valid_0's poisson: -92.8473 valid_0's huber: 24.951
[39] valid_0's poisson: -92.9801 valid_0's huber: 24.8329
[40] valid_0's poisson: -93.1116 valid_0's huber: 24.7155
[41] valid_0's poisson: -93.2428 valid_0's huber: 24.5982
[42] valid_0's poisson: -93.3727 valid_0's huber: 24.4816
[43] valid_0's poisson: -93.5019 valid_0's huber: 24.3653
[44] valid_0's poisson: -93.6306 valid_0's huber: 24.2495
[45] valid_0's poisson: -93.7589 valid_0's huber: 24.1339
[46] valid_0's poisson: -93.886 valid_0's huber: 24.0191
[47] valid_0's poisson: -94.0125 valid_0's huber: 23.9044
[48] valid_0's poisson: -94.1386 valid_0's huber: 23.7899
[49] valid_0's poisson: -94.2629 valid_0's huber: 23.6771
[50] valid_0's poisson: -94.3874 valid_0's huber: 23.5638
[51] valid_0's poisson: -94.5118 valid_0's huber: 23.4506
[52] valid_0's poisson: -94.6339 valid_0's huber: 23.3392
[53] valid_0's poisson: -94.7567 valid_0's huber: 23.2264
[54] valid_0's poisson: -94.8788 valid_0's huber: 23.1146
[55] valid_0's poisson: -95.0001 valid_0's huber: 23.0027
[56] valid_0's poisson: -95.1206 valid_0's huber: 22.8914
[57] valid_0's poisson: -95.24 valid_0's huber: 22.781
[58] valid_0's poisson: -95.3587 valid_0's huber: 22.6711
[59] valid_0's poisson: -95.4767 valid_0's huber: 22.5616
[60] valid_0's poisson: -95.5947 valid_0's huber: 22.4518
[61] valid_0's poisson: -95.712 valid_0's huber: 22.3425
[62] valid_0's poisson: -95.8295 valid_0's huber: 22.2335
[63] valid_0's poisson: -95.9464 valid_0's huber: 22.125
[64] valid_0's poisson: -96.0631 valid_0's huber: 22.016
[65] valid_0's poisson: -96.1787 valid_0's huber: 21.9082
[66] valid_0's poisson: -96.2947 valid_0's huber: 21.8005
[67] valid_0's poisson: -96.4079 valid_0's huber: 21.6931
[68] valid_0's poisson: -96.5217 valid_0's huber: 21.5856
[69] valid_0's poisson: -96.6351 valid_0's huber: 21.4785
[70] valid_0's poisson: -96.7477 valid_0's huber: 21.3715
[71] valid_0's poisson: -96.8599 valid_0's huber: 21.2648
[72] valid_0's poisson: -96.9715 valid_0's huber: 21.1582
[73] valid_0's poisson: -97.0827 valid_0's huber: 21.0528
[74] valid_0's poisson: -97.1935 valid_0's huber: 20.9476
[75] valid_0's poisson: -97.3048 valid_0's huber: 20.8427
[76] valid_0's poisson: -97.4139 valid_0's huber: 20.738
[77] valid_0's poisson: -97.5221 valid_0's huber: 20.6343
[78] valid_0's poisson: -97.6303 valid_0's huber: 20.5303
[79] valid_0's poisson: -97.7374 valid_0's huber: 20.4274
[80] valid_0's poisson: -97.8439 valid_0's huber: 20.3249
[81] valid_0's poisson: -97.9495 valid_0's huber: 20.223
[82] valid_0's poisson: -98.0549 valid_0's huber: 20.1209
[83] valid_0's poisson: -98.1587 valid_0's huber: 20.0203
[84] valid_0's poisson: -98.2628 valid_0's huber: 19.9192
[85] valid_0's poisson: -98.3673 valid_0's huber: 19.8166
[86] valid_0's poisson: -98.4707 valid_0's huber: 19.7164
[87] valid_0's poisson: -98.5716 valid_0's huber: 19.6178
[88] valid_0's poisson: -98.672 valid_0's huber: 19.5175
[89] valid_0's poisson: -98.7758 valid_0's huber: 19.4158
[90] valid_0's poisson: -98.8744 valid_0's huber: 19.317
[91] valid_0's poisson: -98.9754 valid_0's huber: 19.2176
[92] valid_0's poisson: -99.0769 valid_0's huber: 19.1177
[93] valid_0's poisson: -99.1743 valid_0's huber: 19.0207
[94] valid_0's poisson: -99.2718 valid_0's huber: 18.9241
[95] valid_0's poisson: -99.3687 valid_0's huber: 18.8285
[96] valid_0's poisson: -99.4677 valid_0's huber: 18.7292
[97] valid_0's poisson: -99.5612 valid_0's huber: 18.6347
[98] valid_0's poisson: -99.6564 valid_0's huber: 18.54
[99] valid_0's poisson: -99.7508 valid_0's huber: 18.447
[100] valid_0's poisson: -99.8436 valid_0's huber: 18.3544
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3422 valid_0's huber: 29.6568
[2] valid_0's poisson: -87.5074 valid_0's huber: 29.5205
[3] valid_0's poisson: -87.6716 valid_0's huber: 29.3846
[4] valid_0's poisson: -87.8347 valid_0's huber: 29.2491
[5] valid_0's poisson: -87.9968 valid_0's huber: 29.1142
[6] valid_0's poisson: -88.1579 valid_0's huber: 28.9798
[7] valid_0's poisson: -88.3187 valid_0's huber: 28.8452
[8] valid_0's poisson: -88.4796 valid_0's huber: 28.7102
[9] valid_0's poisson: -88.6392 valid_0's huber: 28.576
[10] valid_0's poisson: -88.7961 valid_0's huber: 28.4432
[11] valid_0's poisson: -88.9541 valid_0's huber: 28.3097
[12] valid_0's poisson: -89.1104 valid_0's huber: 28.1772
[13] valid_0's poisson: -89.2665 valid_0's huber: 28.0447
[14] valid_0's poisson: -89.422 valid_0's huber: 27.9124
[15] valid_0's poisson: -89.5763 valid_0's huber: 27.7808
[16] valid_0's poisson: -89.73 valid_0's huber: 27.6492
[17] valid_0's poisson: -89.8822 valid_0's huber: 27.5188
[18] valid_0's poisson: -90.0337 valid_0's huber: 27.3884
[19] valid_0's poisson: -90.1842 valid_0's huber: 27.2588
[20] valid_0's poisson: -90.3339 valid_0's huber: 27.1295
[21] valid_0's poisson: -90.478 valid_0's huber: 27.0004
[22] valid_0's poisson: -90.6261 valid_0's huber: 26.8722
[23] valid_0's poisson: -90.7716 valid_0's huber: 26.7449
[24] valid_0's poisson: -90.9177 valid_0's huber: 26.6179
[25] valid_0's poisson: -91.0622 valid_0's huber: 26.4918
[26] valid_0's poisson: -91.2056 valid_0's huber: 26.3665
[27] valid_0's poisson: -91.3492 valid_0's huber: 26.2412
[28] valid_0's poisson: -91.4909 valid_0's huber: 26.1169
[29] valid_0's poisson: -91.6327 valid_0's huber: 25.9928
[30] valid_0's poisson: -91.7736 valid_0's huber: 25.8692
[31] valid_0's poisson: -91.9125 valid_0's huber: 25.7465
[32] valid_0's poisson: -92.0516 valid_0's huber: 25.6238
[33] valid_0's poisson: -92.19 valid_0's huber: 25.5022
[34] valid_0's poisson: -92.3265 valid_0's huber: 25.3815
[35] valid_0's poisson: -92.4631 valid_0's huber: 25.2615
[36] valid_0's poisson: -92.5981 valid_0's huber: 25.1427
[37] valid_0's poisson: -92.7327 valid_0's huber: 25.024
[38] valid_0's poisson: -92.8669 valid_0's huber: 24.9044
[39] valid_0's poisson: -93.0002 valid_0's huber: 24.7856
[40] valid_0's poisson: -93.1322 valid_0's huber: 24.667
[41] valid_0's poisson: -93.2647 valid_0's huber: 24.5487
[42] valid_0's poisson: -93.3955 valid_0's huber: 24.4315
[43] valid_0's poisson: -93.5265 valid_0's huber: 24.314
[44] valid_0's poisson: -93.6565 valid_0's huber: 24.1972
[45] valid_0's poisson: -93.7855 valid_0's huber: 24.0805
[46] valid_0's poisson: -93.9141 valid_0's huber: 23.9645
[47] valid_0's poisson: -94.0425 valid_0's huber: 23.8474
[48] valid_0's poisson: -94.1691 valid_0's huber: 23.7326
[49] valid_0's poisson: -94.2957 valid_0's huber: 23.6172
[50] valid_0's poisson: -94.421 valid_0's huber: 23.5032
[51] valid_0's poisson: -94.5475 valid_0's huber: 23.3879
[52] valid_0's poisson: -94.6717 valid_0's huber: 23.2744
[53] valid_0's poisson: -94.7953 valid_0's huber: 23.161
[54] valid_0's poisson: -94.9194 valid_0's huber: 23.0468
[55] valid_0's poisson: -95.0427 valid_0's huber: 22.9341
[56] valid_0's poisson: -95.1662 valid_0's huber: 22.821
[57] valid_0's poisson: -95.2879 valid_0's huber: 22.7093
[58] valid_0's poisson: -95.4088 valid_0's huber: 22.598
[59] valid_0's poisson: -95.529 valid_0's huber: 22.4871
[60] valid_0's poisson: -95.6484 valid_0's huber: 22.3773
[61] valid_0's poisson: -95.7661 valid_0's huber: 22.2682
[62] valid_0's poisson: -95.8834 valid_0's huber: 22.1591
[63] valid_0's poisson: -96.001 valid_0's huber: 22.0492
[64] valid_0's poisson: -96.117 valid_0's huber: 21.9412
[65] valid_0's poisson: -96.2329 valid_0's huber: 21.8328
[66] valid_0's poisson: -96.3479 valid_0's huber: 21.7248
[67] valid_0's poisson: -96.4615 valid_0's huber: 21.6184
[68] valid_0's poisson: -96.5753 valid_0's huber: 21.5113
[69] valid_0's poisson: -96.6888 valid_0's huber: 21.4042
[70] valid_0's poisson: -96.8017 valid_0's huber: 21.2977
[71] valid_0's poisson: -96.9134 valid_0's huber: 21.192
[72] valid_0's poisson: -97.0239 valid_0's huber: 21.087
[73] valid_0's poisson: -97.1348 valid_0's huber: 20.9814
[74] valid_0's poisson: -97.2446 valid_0's huber: 20.8771
[75] valid_0's poisson: -97.3536 valid_0's huber: 20.7729
[76] valid_0's poisson: -97.4616 valid_0's huber: 20.6696
[77] valid_0's poisson: -97.5697 valid_0's huber: 20.5662
[78] valid_0's poisson: -97.6767 valid_0's huber: 20.4632
[79] valid_0's poisson: -97.7835 valid_0's huber: 20.3605
[80] valid_0's poisson: -97.8892 valid_0's huber: 20.2571
[81] valid_0's poisson: -97.9943 valid_0's huber: 20.1543
[82] valid_0's poisson: -98.0988 valid_0's huber: 20.053
[83] valid_0's poisson: -98.2024 valid_0's huber: 19.9512
[84] valid_0's poisson: -98.3053 valid_0's huber: 19.8502
[85] valid_0's poisson: -98.4076 valid_0's huber: 19.7503
[86] valid_0's poisson: -98.5094 valid_0's huber: 19.651
[87] valid_0's poisson: -98.6123 valid_0's huber: 19.5512
[88] valid_0's poisson: -98.7134 valid_0's huber: 19.4525
[89] valid_0's poisson: -98.8134 valid_0's huber: 19.354
[90] valid_0's poisson: -98.9134 valid_0's huber: 19.2562
[91] valid_0's poisson: -99.0118 valid_0's huber: 19.1593
[92] valid_0's poisson: -99.1123 valid_0's huber: 19.0596
[93] valid_0's poisson: -99.2087 valid_0's huber: 18.964
[94] valid_0's poisson: -99.308 valid_0's huber: 18.865
[95] valid_0's poisson: -99.4046 valid_0's huber: 18.7688
[96] valid_0's poisson: -99.5005 valid_0's huber: 18.6742
[97] valid_0's poisson: -99.5955 valid_0's huber: 18.5805
[98] valid_0's poisson: -99.6899 valid_0's huber: 18.4872
[99] valid_0's poisson: -99.7831 valid_0's huber: 18.3951
[100] valid_0's poisson: -99.876 valid_0's huber: 18.3031
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3292 valid_0's huber: 29.7487
[2] valid_0's poisson: -87.4892 valid_0's huber: 29.613
[3] valid_0's poisson: -87.6528 valid_0's huber: 29.4773
[4] valid_0's poisson: -87.8107 valid_0's huber: 29.3425
[5] valid_0's poisson: -87.9724 valid_0's huber: 29.2078
[6] valid_0's poisson: -88.1285 valid_0's huber: 29.0738
[7] valid_0's poisson: -88.2837 valid_0's huber: 28.9401
[8] valid_0's poisson: -88.4436 valid_0's huber: 28.8058
[9] valid_0's poisson: -88.6007 valid_0's huber: 28.6729
[10] valid_0's poisson: -88.7592 valid_0's huber: 28.5393
[11] valid_0's poisson: -88.9149 valid_0's huber: 28.4078
[12] valid_0's poisson: -89.0716 valid_0's huber: 28.275
[13] valid_0's poisson: -89.2252 valid_0's huber: 28.1437
[14] valid_0's poisson: -89.3807 valid_0's huber: 28.0109
[15] valid_0's poisson: -89.5343 valid_0's huber: 27.8797
[16] valid_0's poisson: -89.6878 valid_0's huber: 27.748
[17] valid_0's poisson: -89.839 valid_0's huber: 27.6183
[18] valid_0's poisson: -89.9899 valid_0's huber: 27.4881
[19] valid_0's poisson: -90.1409 valid_0's huber: 27.3574
[20] valid_0's poisson: -90.2906 valid_0's huber: 27.2278
[21] valid_0's poisson: -90.4385 valid_0's huber: 27.0996
[22] valid_0's poisson: -90.586 valid_0's huber: 26.9715
[23] valid_0's poisson: -90.7332 valid_0's huber: 26.8434
[24] valid_0's poisson: -90.8784 valid_0's huber: 26.7165
[25] valid_0's poisson: -91.0231 valid_0's huber: 26.5897
[26] valid_0's poisson: -91.1669 valid_0's huber: 26.4632
[27] valid_0's poisson: -91.3097 valid_0's huber: 26.3377
[28] valid_0's poisson: -91.4515 valid_0's huber: 26.2129
[29] valid_0's poisson: -91.5921 valid_0's huber: 26.0892
[30] valid_0's poisson: -91.7322 valid_0's huber: 25.9655
[31] valid_0's poisson: -91.8712 valid_0's huber: 25.843
[32] valid_0's poisson: -92.0087 valid_0's huber: 25.721
[33] valid_0's poisson: -92.146 valid_0's huber: 25.5995
[34] valid_0's poisson: -92.2836 valid_0's huber: 25.4778
[35] valid_0's poisson: -92.4192 valid_0's huber: 25.3577
[36] valid_0's poisson: -92.5542 valid_0's huber: 25.2371
[37] valid_0's poisson: -92.6894 valid_0's huber: 25.117
[38] valid_0's poisson: -92.8234 valid_0's huber: 24.9979
[39] valid_0's poisson: -92.9556 valid_0's huber: 24.8797
[40] valid_0's poisson: -93.088 valid_0's huber: 24.7616
[41] valid_0's poisson: -93.2185 valid_0's huber: 24.6447
[42] valid_0's poisson: -93.3496 valid_0's huber: 24.5273
[43] valid_0's poisson: -93.4789 valid_0's huber: 24.4105
[44] valid_0's poisson: -93.6084 valid_0's huber: 24.2942
[45] valid_0's poisson: -93.736 valid_0's huber: 24.1794
[46] valid_0's poisson: -93.8644 valid_0's huber: 24.0633
[47] valid_0's poisson: -93.9906 valid_0's huber: 23.9494
[48] valid_0's poisson: -94.1166 valid_0's huber: 23.8346
[49] valid_0's poisson: -94.2429 valid_0's huber: 23.7198
[50] valid_0's poisson: -94.368 valid_0's huber: 23.606
[51] valid_0's poisson: -94.4914 valid_0's huber: 23.4936
[52] valid_0's poisson: -94.6144 valid_0's huber: 23.3811
[53] valid_0's poisson: -94.7372 valid_0's huber: 23.2685
[54] valid_0's poisson: -94.859 valid_0's huber: 23.1565
[55] valid_0's poisson: -94.98 valid_0's huber: 23.0454
[56] valid_0's poisson: -95.1002 valid_0's huber: 22.9344
[57] valid_0's poisson: -95.221 valid_0's huber: 22.8231
[58] valid_0's poisson: -95.341 valid_0's huber: 22.7121
[59] valid_0's poisson: -95.4607 valid_0's huber: 22.6016
[60] valid_0's poisson: -95.5794 valid_0's huber: 22.4918
[61] valid_0's poisson: -95.6979 valid_0's huber: 22.3816
[62] valid_0's poisson: -95.8153 valid_0's huber: 22.2717
[63] valid_0's poisson: -95.9326 valid_0's huber: 22.1624
[64] valid_0's poisson: -96.0493 valid_0's huber: 22.0538
[65] valid_0's poisson: -96.1654 valid_0's huber: 21.9451
[66] valid_0's poisson: -96.281 valid_0's huber: 21.8368
[67] valid_0's poisson: -96.395 valid_0's huber: 21.7292
[68] valid_0's poisson: -96.5093 valid_0's huber: 21.6215
[69] valid_0's poisson: -96.6221 valid_0's huber: 21.5142
[70] valid_0's poisson: -96.7341 valid_0's huber: 21.4085
[71] valid_0's poisson: -96.8464 valid_0's huber: 21.3023
[72] valid_0's poisson: -96.9585 valid_0's huber: 21.196
[73] valid_0's poisson: -97.0699 valid_0's huber: 21.0904
[74] valid_0's poisson: -97.1804 valid_0's huber: 20.9854
[75] valid_0's poisson: -97.2894 valid_0's huber: 20.8818
[76] valid_0's poisson: -97.3984 valid_0's huber: 20.778
[77] valid_0's poisson: -97.5065 valid_0's huber: 20.674
[78] valid_0's poisson: -97.6169 valid_0's huber: 20.5675
[79] valid_0's poisson: -97.7266 valid_0's huber: 20.4614
[80] valid_0's poisson: -97.8355 valid_0's huber: 20.3559
[81] valid_0's poisson: -97.941 valid_0's huber: 20.2537
[82] valid_0's poisson: -98.0465 valid_0's huber: 20.1516
[83] valid_0's poisson: -98.1546 valid_0's huber: 20.0464
[84] valid_0's poisson: -98.2612 valid_0's huber: 19.9423
[85] valid_0's poisson: -98.3658 valid_0's huber: 19.8408
[86] valid_0's poisson: -98.4689 valid_0's huber: 19.7401
[87] valid_0's poisson: -98.5719 valid_0's huber: 19.6392
[88] valid_0's poisson: -98.6746 valid_0's huber: 19.5389
[89] valid_0's poisson: -98.7763 valid_0's huber: 19.4395
[90] valid_0's poisson: -98.877 valid_0's huber: 19.34
[91] valid_0's poisson: -98.9776 valid_0's huber: 19.2413
[92] valid_0's poisson: -99.0765 valid_0's huber: 19.1434
[93] valid_0's poisson: -99.1756 valid_0's huber: 19.046
[94] valid_0's poisson: -99.2732 valid_0's huber: 18.9498
[95] valid_0's poisson: -99.3694 valid_0's huber: 18.8537
[96] valid_0's poisson: -99.4654 valid_0's huber: 18.7576
[97] valid_0's poisson: -99.5636 valid_0's huber: 18.6598
[98] valid_0's poisson: -99.6592 valid_0's huber: 18.5645
[99] valid_0's poisson: -99.7534 valid_0's huber: 18.4701
[100] valid_0's poisson: -99.8465 valid_0's huber: 18.3769
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2899 valid_0's huber: 29.7061
[2] valid_0's poisson: -87.4056 valid_0's huber: 29.6009
[3] valid_0's poisson: -87.5206 valid_0's huber: 29.4961
[4] valid_0's poisson: -87.6349 valid_0's huber: 29.3918
[5] valid_0's poisson: -87.7485 valid_0's huber: 29.2879
[6] valid_0's poisson: -87.8615 valid_0's huber: 29.1844
[7] valid_0's poisson: -87.9738 valid_0's huber: 29.0814
[8] valid_0's poisson: -88.0854 valid_0's huber: 28.9788
[9] valid_0's poisson: -88.1964 valid_0's huber: 28.8767
[10] valid_0's poisson: -88.3067 valid_0's huber: 28.7749
[11] valid_0's poisson: -88.4165 valid_0's huber: 28.6736
[12] valid_0's poisson: -88.5256 valid_0's huber: 28.5727
[13] valid_0's poisson: -88.6341 valid_0's huber: 28.4722
[14] valid_0's poisson: -88.7419 valid_0's huber: 28.3722
[15] valid_0's poisson: -88.8498 valid_0's huber: 28.2722
[16] valid_0's poisson: -88.957 valid_0's huber: 28.1725
[17] valid_0's poisson: -89.0628 valid_0's huber: 28.0736
[18] valid_0's poisson: -89.1687 valid_0's huber: 27.9749
[19] valid_0's poisson: -89.2731 valid_0's huber: 27.8768
[20] valid_0's poisson: -89.3777 valid_0's huber: 27.7789
[21] valid_0's poisson: -89.4809 valid_0's huber: 27.6816
[22] valid_0's poisson: -89.5837 valid_0's huber: 27.5849
[23] valid_0's poisson: -89.6864 valid_0's huber: 27.4881
[24] valid_0's poisson: -89.788 valid_0's huber: 27.3922
[25] valid_0's poisson: -89.8888 valid_0's huber: 27.2966
[26] valid_0's poisson: -89.9891 valid_0's huber: 27.2016
[27] valid_0's poisson: -90.0887 valid_0's huber: 27.107
[28] valid_0's poisson: -90.1877 valid_0's huber: 27.0127
[29] valid_0's poisson: -90.2862 valid_0's huber: 26.9189
[30] valid_0's poisson: -90.3839 valid_0's huber: 26.8253
[31] valid_0's poisson: -90.4813 valid_0's huber: 26.7324
[32] valid_0's poisson: -90.5782 valid_0's huber: 26.6398
[33] valid_0's poisson: -90.6744 valid_0's huber: 26.5473
[34] valid_0's poisson: -90.771 valid_0's huber: 26.4549
[35] valid_0's poisson: -90.8673 valid_0's huber: 26.3606
[36] valid_0's poisson: -90.9628 valid_0's huber: 26.269
[37] valid_0's poisson: -91.0568 valid_0's huber: 26.1783
[38] valid_0's poisson: -91.1513 valid_0's huber: 26.0875
[39] valid_0's poisson: -91.2453 valid_0's huber: 25.9947
[40] valid_0's poisson: -91.3386 valid_0's huber: 25.904
[41] valid_0's poisson: -91.4314 valid_0's huber: 25.8121
[42] valid_0's poisson: -91.5237 valid_0's huber: 25.7221
[43] valid_0's poisson: -91.6154 valid_0's huber: 25.6324
[44] valid_0's poisson: -91.7068 valid_0's huber: 25.5414
[45] valid_0's poisson: -91.7975 valid_0's huber: 25.4524
[46] valid_0's poisson: -91.8878 valid_0's huber: 25.3621
[47] valid_0's poisson: -91.9776 valid_0's huber: 25.2736
[48] valid_0's poisson: -92.0658 valid_0's huber: 25.186
[49] valid_0's poisson: -92.1551 valid_0's huber: 25.0967
[50] valid_0's poisson: -92.2434 valid_0's huber: 25.0093
[51] valid_0's poisson: -92.3312 valid_0's huber: 24.9223
[52] valid_0's poisson: -92.419 valid_0's huber: 24.8341
[53] valid_0's poisson: -92.5059 valid_0's huber: 24.7478
[54] valid_0's poisson: -92.5926 valid_0's huber: 24.6603
[55] valid_0's poisson: -92.6786 valid_0's huber: 24.5746
[56] valid_0's poisson: -92.7637 valid_0's huber: 24.4896
[57] valid_0's poisson: -92.849 valid_0's huber: 24.4031
[58] valid_0's poisson: -92.9336 valid_0's huber: 24.3187
[59] valid_0's poisson: -93.0176 valid_0's huber: 24.2347
[60] valid_0's poisson: -93.1015 valid_0's huber: 24.1494
[61] valid_0's poisson: -93.1846 valid_0's huber: 24.0661
[62] valid_0's poisson: -93.2673 valid_0's huber: 23.9816
[63] valid_0's poisson: -93.3495 valid_0's huber: 23.899
[64] valid_0's poisson: -93.4312 valid_0's huber: 23.8168
[65] valid_0's poisson: -93.5112 valid_0's huber: 23.7353
[66] valid_0's poisson: -93.5921 valid_0's huber: 23.6522
[67] valid_0's poisson: -93.6724 valid_0's huber: 23.5711
[68] valid_0's poisson: -93.7523 valid_0's huber: 23.4887
[69] valid_0's poisson: -93.8316 valid_0's huber: 23.4084
[70] valid_0's poisson: -93.9104 valid_0's huber: 23.3285
[71] valid_0's poisson: -93.9888 valid_0's huber: 23.2478
[72] valid_0's poisson: -94.0667 valid_0's huber: 23.1687
[73] valid_0's poisson: -94.1429 valid_0's huber: 23.0904
[74] valid_0's poisson: -94.2197 valid_0's huber: 23.0108
[75] valid_0's poisson: -94.2958 valid_0's huber: 22.9332
[76] valid_0's poisson: -94.3713 valid_0's huber: 22.856
[77] valid_0's poisson: -94.4467 valid_0's huber: 22.7775
[78] valid_0's poisson: -94.52 valid_0's huber: 22.7013
[79] valid_0's poisson: -94.594 valid_0's huber: 22.6252
[80] valid_0's poisson: -94.668 valid_0's huber: 22.5477
[81] valid_0's poisson: -94.7414 valid_0's huber: 22.4719
[82] valid_0's poisson: -94.813 valid_0's huber: 22.3971
[83] valid_0's poisson: -94.8855 valid_0's huber: 22.3209
[84] valid_0's poisson: -94.9572 valid_0's huber: 22.2466
[85] valid_0's poisson: -95.028 valid_0's huber: 22.1707
[86] valid_0's poisson: -95.0987 valid_0's huber: 22.0962
[87] valid_0's poisson: -95.169 valid_0's huber: 22.0235
[88] valid_0's poisson: -95.2391 valid_0's huber: 21.9514
[89] valid_0's poisson: -95.3076 valid_0's huber: 21.8779
[90] valid_0's poisson: -95.376 valid_0's huber: 21.8056
[91] valid_0's poisson: -95.4446 valid_0's huber: 21.7352
[92] valid_0's poisson: -95.512 valid_0's huber: 21.6654
[93] valid_0's poisson: -95.5788 valid_0's huber: 21.5946
[94] valid_0's poisson: -95.6439 valid_0's huber: 21.5263
[95] valid_0's poisson: -95.7102 valid_0's huber: 21.458
[96] valid_0's poisson: -95.7747 valid_0's huber: 21.3884
[97] valid_0's poisson: -95.8393 valid_0's huber: 21.3211
[98] valid_0's poisson: -95.9032 valid_0's huber: 21.2529
[99] valid_0's poisson: -95.9672 valid_0's huber: 21.1866
[100] valid_0's poisson: -96.0294 valid_0's huber: 21.119
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.289 valid_0's huber: 29.7038
[2] valid_0's poisson: -87.4034 valid_0's huber: 29.5984
[3] valid_0's poisson: -87.5168 valid_0's huber: 29.4935
[4] valid_0's poisson: -87.6294 valid_0's huber: 29.3891
[5] valid_0's poisson: -87.7412 valid_0's huber: 29.2852
[6] valid_0's poisson: -87.8563 valid_0's huber: 29.1802
[7] valid_0's poisson: -87.9706 valid_0's huber: 29.0757
[8] valid_0's poisson: -88.0805 valid_0's huber: 28.973
[9] valid_0's poisson: -88.1937 valid_0's huber: 28.8692
[10] valid_0's poisson: -88.3024 valid_0's huber: 28.7671
[11] valid_0's poisson: -88.4145 valid_0's huber: 28.664
[12] valid_0's poisson: -88.5258 valid_0's huber: 28.5613
[13] valid_0's poisson: -88.6365 valid_0's huber: 28.4591
[14] valid_0's poisson: -88.7464 valid_0's huber: 28.3574
[15] valid_0's poisson: -88.8557 valid_0's huber: 28.256
[16] valid_0's poisson: -88.9644 valid_0's huber: 28.1551
[17] valid_0's poisson: -89.0683 valid_0's huber: 28.0551
[18] valid_0's poisson: -89.1759 valid_0's huber: 27.9547
[19] valid_0's poisson: -89.2828 valid_0's huber: 27.8548
[20] valid_0's poisson: -89.389 valid_0's huber: 27.7553
[21] valid_0's poisson: -89.4945 valid_0's huber: 27.6563
[22] valid_0's poisson: -89.5993 valid_0's huber: 27.5579
[23] valid_0's poisson: -89.7034 valid_0's huber: 27.4599
[24] valid_0's poisson: -89.8068 valid_0's huber: 27.3623
[25] valid_0's poisson: -89.9096 valid_0's huber: 27.2652
[26] valid_0's poisson: -90.0117 valid_0's huber: 27.1685
[27] valid_0's poisson: -90.1132 valid_0's huber: 27.0723
[28] valid_0's poisson: -90.2141 valid_0's huber: 26.9765
[29] valid_0's poisson: -90.3144 valid_0's huber: 26.8811
[30] valid_0's poisson: -90.414 valid_0's huber: 26.7863
[31] valid_0's poisson: -90.513 valid_0's huber: 26.692
[32] valid_0's poisson: -90.6113 valid_0's huber: 26.5981
[33] valid_0's poisson: -90.7091 valid_0's huber: 26.5046
[34] valid_0's poisson: -90.8062 valid_0's huber: 26.4116
[35] valid_0's poisson: -90.9027 valid_0's huber: 26.3191
[36] valid_0's poisson: -90.9985 valid_0's huber: 26.227
[37] valid_0's poisson: -91.0937 valid_0's huber: 26.1354
[38] valid_0's poisson: -91.188 valid_0's huber: 26.0436
[39] valid_0's poisson: -91.2817 valid_0's huber: 25.952
[40] valid_0's poisson: -91.3751 valid_0's huber: 25.8618
[41] valid_0's poisson: -91.4677 valid_0's huber: 25.771
[42] valid_0's poisson: -91.5599 valid_0's huber: 25.6815
[43] valid_0's poisson: -91.6512 valid_0's huber: 25.5915
[44] valid_0's poisson: -91.7422 valid_0's huber: 25.5028
[45] valid_0's poisson: -91.8323 valid_0's huber: 25.4136
[46] valid_0's poisson: -91.9218 valid_0's huber: 25.3248
[47] valid_0's poisson: -92.0116 valid_0's huber: 25.2344
[48] valid_0's poisson: -92.1 valid_0's huber: 25.1463
[49] valid_0's poisson: -92.1885 valid_0's huber: 25.0567
[50] valid_0's poisson: -92.2772 valid_0's huber: 24.9689
[51] valid_0's poisson: -92.3647 valid_0's huber: 24.88
[52] valid_0's poisson: -92.4524 valid_0's huber: 24.7928
[53] valid_0's poisson: -92.5383 valid_0's huber: 24.7065
[54] valid_0's poisson: -92.6243 valid_0's huber: 24.6188
[55] valid_0's poisson: -92.7106 valid_0's huber: 24.5328
[56] valid_0's poisson: -92.7963 valid_0's huber: 24.4472
[57] valid_0's poisson: -92.8816 valid_0's huber: 24.3619
[58] valid_0's poisson: -92.9656 valid_0's huber: 24.2756
[59] valid_0's poisson: -93.0499 valid_0's huber: 24.1912
[60] valid_0's poisson: -93.1333 valid_0's huber: 24.1058
[61] valid_0's poisson: -93.2166 valid_0's huber: 24.0221
[62] valid_0's poisson: -93.2995 valid_0's huber: 23.9387
[63] valid_0's poisson: -93.3806 valid_0's huber: 23.8561
[64] valid_0's poisson: -93.4621 valid_0's huber: 23.772
[65] valid_0's poisson: -93.5437 valid_0's huber: 23.6896
[66] valid_0's poisson: -93.625 valid_0's huber: 23.6082
[67] valid_0's poisson: -93.7043 valid_0's huber: 23.527
[68] valid_0's poisson: -93.7844 valid_0's huber: 23.4458
[69] valid_0's poisson: -93.8637 valid_0's huber: 23.3639
[70] valid_0's poisson: -93.943 valid_0's huber: 23.2836
[71] valid_0's poisson: -94.0217 valid_0's huber: 23.2037
[72] valid_0's poisson: -94.0984 valid_0's huber: 23.1248
[73] valid_0's poisson: -94.1759 valid_0's huber: 23.0444
[74] valid_0's poisson: -94.2531 valid_0's huber: 22.9658
[75] valid_0's poisson: -94.3295 valid_0's huber: 22.8862
[76] valid_0's poisson: -94.4057 valid_0's huber: 22.8085
[77] valid_0's poisson: -94.4813 valid_0's huber: 22.7312
[78] valid_0's poisson: -94.5563 valid_0's huber: 22.6527
[79] valid_0's poisson: -94.631 valid_0's huber: 22.5759
[80] valid_0's poisson: -94.7052 valid_0's huber: 22.4996
[81] valid_0's poisson: -94.7775 valid_0's huber: 22.4241
[82] valid_0's poisson: -94.8505 valid_0's huber: 22.3471
[83] valid_0's poisson: -94.9232 valid_0's huber: 22.2722
[84] valid_0's poisson: -94.9946 valid_0's huber: 22.1958
[85] valid_0's poisson: -95.0661 valid_0's huber: 22.1219
[86] valid_0's poisson: -95.1364 valid_0's huber: 22.0468
[87] valid_0's poisson: -95.2068 valid_0's huber: 21.9741
[88] valid_0's poisson: -95.276 valid_0's huber: 21.9001
[89] valid_0's poisson: -95.3454 valid_0's huber: 21.8287
[90] valid_0's poisson: -95.4134 valid_0's huber: 21.7559
[91] valid_0's poisson: -95.4815 valid_0's huber: 21.6855
[92] valid_0's poisson: -95.5489 valid_0's huber: 21.6141
[93] valid_0's poisson: -95.6161 valid_0's huber: 21.5449
[94] valid_0's poisson: -95.6818 valid_0's huber: 21.4745
[95] valid_0's poisson: -95.7478 valid_0's huber: 21.4063
[96] valid_0's poisson: -95.8123 valid_0's huber: 21.3368
[97] valid_0's poisson: -95.8762 valid_0's huber: 21.2667
[98] valid_0's poisson: -95.9395 valid_0's huber: 21.1973
[99] valid_0's poisson: -96.0018 valid_0's huber: 21.1296
[100] valid_0's poisson: -96.0635 valid_0's huber: 21.0615
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2857 valid_0's huber: 29.7373
[2] valid_0's poisson: -87.4012 valid_0's huber: 29.632
[3] valid_0's poisson: -87.5161 valid_0's huber: 29.5272
[4] valid_0's poisson: -87.6303 valid_0's huber: 29.4228
[5] valid_0's poisson: -87.7439 valid_0's huber: 29.3188
[6] valid_0's poisson: -87.8568 valid_0's huber: 29.2152
[7] valid_0's poisson: -87.969 valid_0's huber: 29.1121
[8] valid_0's poisson: -88.0806 valid_0's huber: 29.0095
[9] valid_0's poisson: -88.1915 valid_0's huber: 28.9072
[10] valid_0's poisson: -88.3019 valid_0's huber: 28.8053
[11] valid_0's poisson: -88.4117 valid_0's huber: 28.7037
[12] valid_0's poisson: -88.5208 valid_0's huber: 28.6027
[13] valid_0's poisson: -88.6292 valid_0's huber: 28.5021
[14] valid_0's poisson: -88.7369 valid_0's huber: 28.402
[15] valid_0's poisson: -88.8439 valid_0's huber: 28.3023
[16] valid_0's poisson: -88.9503 valid_0's huber: 28.2029
[17] valid_0's poisson: -89.056 valid_0's huber: 28.1039
[18] valid_0's poisson: -89.161 valid_0's huber: 28.0054
[19] valid_0's poisson: -89.2653 valid_0's huber: 27.9074
[20] valid_0's poisson: -89.3691 valid_0's huber: 27.8096
[21] valid_0's poisson: -89.4722 valid_0's huber: 27.7124
[22] valid_0's poisson: -89.5746 valid_0's huber: 27.6155
[23] valid_0's poisson: -89.6764 valid_0's huber: 27.5191
[24] valid_0's poisson: -89.7775 valid_0's huber: 27.4231
[25] valid_0's poisson: -89.8779 valid_0's huber: 27.3275
[26] valid_0's poisson: -89.9777 valid_0's huber: 27.2324
[27] valid_0's poisson: -90.0769 valid_0's huber: 27.1378
[28] valid_0's poisson: -90.1753 valid_0's huber: 27.0436
[29] valid_0's poisson: -90.2731 valid_0's huber: 26.9499
[30] valid_0's poisson: -90.3721 valid_0's huber: 26.854
[31] valid_0's poisson: -90.4689 valid_0's huber: 26.761
[32] valid_0's poisson: -90.5651 valid_0's huber: 26.6685
[33] valid_0's poisson: -90.6624 valid_0's huber: 26.5737
[34] valid_0's poisson: -90.7575 valid_0's huber: 26.482
[35] valid_0's poisson: -90.852 valid_0's huber: 26.3908
[36] valid_0's poisson: -90.9475 valid_0's huber: 26.2974
[37] valid_0's poisson: -91.0405 valid_0's huber: 26.2066
[38] valid_0's poisson: -91.1328 valid_0's huber: 26.1161
[39] valid_0's poisson: -91.2268 valid_0's huber: 26.0238
[40] valid_0's poisson: -91.3193 valid_0's huber: 25.9333
[41] valid_0's poisson: -91.4122 valid_0's huber: 25.8415
[42] valid_0's poisson: -91.5037 valid_0's huber: 25.7517
[43] valid_0's poisson: -91.5945 valid_0's huber: 25.6623
[44] valid_0's poisson: -91.6858 valid_0's huber: 25.5716
[45] valid_0's poisson: -91.7753 valid_0's huber: 25.4833
[46] valid_0's poisson: -91.8653 valid_0's huber: 25.3934
[47] valid_0's poisson: -91.9538 valid_0's huber: 25.3059
[48] valid_0's poisson: -92.0427 valid_0's huber: 25.2168
[49] valid_0's poisson: -92.1303 valid_0's huber: 25.1297
[50] valid_0's poisson: -92.2172 valid_0's huber: 25.0433
[51] valid_0's poisson: -92.3046 valid_0's huber: 24.9551
[52] valid_0's poisson: -92.3906 valid_0's huber: 24.8694
[53] valid_0's poisson: -92.4768 valid_0's huber: 24.7821
[54] valid_0's poisson: -92.5632 valid_0's huber: 24.6962
[55] valid_0's poisson: -92.6483 valid_0's huber: 24.6099
[56] valid_0's poisson: -92.7338 valid_0's huber: 24.5248
[57] valid_0's poisson: -92.8178 valid_0's huber: 24.4392
[58] valid_0's poisson: -92.9023 valid_0's huber: 24.3548
[59] valid_0's poisson: -92.9848 valid_0's huber: 24.2717
[60] valid_0's poisson: -93.0673 valid_0's huber: 24.1873
[61] valid_0's poisson: -93.1504 valid_0's huber: 24.1039
[62] valid_0's poisson: -93.2318 valid_0's huber: 24.0223
[63] valid_0's poisson: -93.314 valid_0's huber: 23.9397
[64] valid_0's poisson: -93.3958 valid_0's huber: 23.8574
[65] valid_0's poisson: -93.4761 valid_0's huber: 23.7745
[66] valid_0's poisson: -93.5571 valid_0's huber: 23.6927
[67] valid_0's poisson: -93.6376 valid_0's huber: 23.6114
[68] valid_0's poisson: -93.7152 valid_0's huber: 23.5315
[69] valid_0's poisson: -93.7937 valid_0's huber: 23.4499
[70] valid_0's poisson: -93.8727 valid_0's huber: 23.3698
[71] valid_0's poisson: -93.9501 valid_0's huber: 23.2896
[72] valid_0's poisson: -94.0282 valid_0's huber: 23.2102
[73] valid_0's poisson: -94.1057 valid_0's huber: 23.1314
[74] valid_0's poisson: -94.1817 valid_0's huber: 23.0522
[75] valid_0's poisson: -94.2583 valid_0's huber: 22.9741
[76] valid_0's poisson: -94.3332 valid_0's huber: 22.8948
[77] valid_0's poisson: -94.4077 valid_0's huber: 22.8169
[78] valid_0's poisson: -94.4831 valid_0's huber: 22.7398
[79] valid_0's poisson: -94.5575 valid_0's huber: 22.6636
[80] valid_0's poisson: -94.6306 valid_0's huber: 22.5867
[81] valid_0's poisson: -94.7043 valid_0's huber: 22.5113
[82] valid_0's poisson: -94.7773 valid_0's huber: 22.4363
[83] valid_0's poisson: -94.8489 valid_0's huber: 22.3607
[84] valid_0's poisson: -94.9213 valid_0's huber: 22.2863
[85] valid_0's poisson: -94.9918 valid_0's huber: 22.2116
[86] valid_0's poisson: -95.0632 valid_0's huber: 22.1382
[87] valid_0's poisson: -95.1328 valid_0's huber: 22.0646
[88] valid_0's poisson: -95.2007 valid_0's huber: 21.9932
[89] valid_0's poisson: -95.2706 valid_0's huber: 21.9215
[90] valid_0's poisson: -95.3385 valid_0's huber: 21.8496
[91] valid_0's poisson: -95.4072 valid_0's huber: 21.779
[92] valid_0's poisson: -95.4739 valid_0's huber: 21.7076
[93] valid_0's poisson: -95.5416 valid_0's huber: 21.6381
[94] valid_0's poisson: -95.6072 valid_0's huber: 21.5683
[95] valid_0's poisson: -95.6737 valid_0's huber: 21.4999
[96] valid_0's poisson: -95.7381 valid_0's huber: 21.4307
[97] valid_0's poisson: -95.8019 valid_0's huber: 21.3627
[98] valid_0's poisson: -95.8671 valid_0's huber: 21.2952
[99] valid_0's poisson: -95.9316 valid_0's huber: 21.2281
[100] valid_0's poisson: -95.9938 valid_0's huber: 21.1614
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.293 valid_0's huber: 29.6878
[2] valid_0's poisson: -87.4093 valid_0's huber: 29.5823
[3] valid_0's poisson: -87.525 valid_0's huber: 29.4772
[4] valid_0's poisson: -87.64 valid_0's huber: 29.3726
[5] valid_0's poisson: -87.7543 valid_0's huber: 29.2685
[6] valid_0's poisson: -87.8679 valid_0's huber: 29.1648
[7] valid_0's poisson: -87.9807 valid_0's huber: 29.0615
[8] valid_0's poisson: -88.0929 valid_0's huber: 28.9587
[9] valid_0's poisson: -88.2043 valid_0's huber: 28.8564
[10] valid_0's poisson: -88.3151 valid_0's huber: 28.7545
[11] valid_0's poisson: -88.4252 valid_0's huber: 28.6531
[12] valid_0's poisson: -88.5347 valid_0's huber: 28.5521
[13] valid_0's poisson: -88.6435 valid_0's huber: 28.4515
[14] valid_0's poisson: -88.7516 valid_0's huber: 28.3513
[15] valid_0's poisson: -88.8591 valid_0's huber: 28.2515
[16] valid_0's poisson: -88.9658 valid_0's huber: 28.1522
[17] valid_0's poisson: -89.0718 valid_0's huber: 28.0533
[18] valid_0's poisson: -89.1771 valid_0's huber: 27.9548
[19] valid_0's poisson: -89.2817 valid_0's huber: 27.8568
[20] valid_0's poisson: -89.3864 valid_0's huber: 27.7567
[21] valid_0's poisson: -89.4906 valid_0's huber: 27.6591
[22] valid_0's poisson: -89.5944 valid_0's huber: 27.56
[23] valid_0's poisson: -89.6974 valid_0's huber: 27.4631
[24] valid_0's poisson: -89.7989 valid_0's huber: 27.367
[25] valid_0's poisson: -89.9009 valid_0's huber: 27.2691
[26] valid_0's poisson: -90.002 valid_0's huber: 27.1734
[27] valid_0's poisson: -90.1025 valid_0's huber: 27.0782
[28] valid_0's poisson: -90.2026 valid_0's huber: 26.9815
[29] valid_0's poisson: -90.302 valid_0's huber: 26.887
[30] valid_0's poisson: -90.401 valid_0's huber: 26.7911
[31] valid_0's poisson: -90.4993 valid_0's huber: 26.6974
[32] valid_0's poisson: -90.5962 valid_0's huber: 26.6045
[33] valid_0's poisson: -90.6935 valid_0's huber: 26.5097
[34] valid_0's poisson: -90.79 valid_0's huber: 26.4173
[35] valid_0's poisson: -90.8859 valid_0's huber: 26.3254
[36] valid_0's poisson: -90.9813 valid_0's huber: 26.232
[37] valid_0's poisson: -91.076 valid_0's huber: 26.1409
[38] valid_0's poisson: -91.1702 valid_0's huber: 26.0483
[39] valid_0's poisson: -91.2636 valid_0's huber: 25.9583
[40] valid_0's poisson: -91.3566 valid_0's huber: 25.8665
[41] valid_0's poisson: -91.4489 valid_0's huber: 25.7772
[42] valid_0's poisson: -91.5407 valid_0's huber: 25.688
[43] valid_0's poisson: -91.6319 valid_0's huber: 25.5974
[44] valid_0's poisson: -91.7218 valid_0's huber: 25.5084
[45] valid_0's poisson: -91.8118 valid_0's huber: 25.4194
[46] valid_0's poisson: -91.9004 valid_0's huber: 25.3312
[47] valid_0's poisson: -91.9894 valid_0's huber: 25.242
[48] valid_0's poisson: -92.0776 valid_0's huber: 25.1546
[49] valid_0's poisson: -92.1655 valid_0's huber: 25.0661
[50] valid_0's poisson: -92.2528 valid_0's huber: 24.9793
[51] valid_0's poisson: -92.3397 valid_0's huber: 24.8916
[52] valid_0's poisson: -92.426 valid_0's huber: 24.8054
[53] valid_0's poisson: -92.5117 valid_0's huber: 24.7186
[54] valid_0's poisson: -92.597 valid_0's huber: 24.6334
[55] valid_0's poisson: -92.6816 valid_0's huber: 24.5475
[56] valid_0's poisson: -92.7658 valid_0's huber: 24.463
[57] valid_0's poisson: -92.8494 valid_0's huber: 24.3791
[58] valid_0's poisson: -92.9341 valid_0's huber: 24.2945
[59] valid_0's poisson: -93.0166 valid_0's huber: 24.2101
[60] valid_0's poisson: -93.1004 valid_0's huber: 24.1262
[61] valid_0's poisson: -93.1819 valid_0's huber: 24.0426
[62] valid_0's poisson: -93.2649 valid_0's huber: 23.9594
[63] valid_0's poisson: -93.3451 valid_0's huber: 23.8775
[64] valid_0's poisson: -93.427 valid_0's huber: 23.7952
[65] valid_0's poisson: -93.5067 valid_0's huber: 23.7128
[66] valid_0's poisson: -93.5877 valid_0's huber: 23.6311
[67] valid_0's poisson: -93.6683 valid_0's huber: 23.5497
[68] valid_0's poisson: -93.7461 valid_0's huber: 23.4697
[69] valid_0's poisson: -93.8256 valid_0's huber: 23.3892
[70] valid_0's poisson: -93.9031 valid_0's huber: 23.3086
[71] valid_0's poisson: -93.9816 valid_0's huber: 23.2289
[72] valid_0's poisson: -94.058 valid_0's huber: 23.1496
[73] valid_0's poisson: -94.1356 valid_0's huber: 23.0707
[74] valid_0's poisson: -94.2111 valid_0's huber: 22.9921
[75] valid_0's poisson: -94.2877 valid_0's huber: 22.9139
[76] valid_0's poisson: -94.3622 valid_0's huber: 22.835
[77] valid_0's poisson: -94.436 valid_0's huber: 22.7577
[78] valid_0's poisson: -94.5115 valid_0's huber: 22.6807
[79] valid_0's poisson: -94.5842 valid_0's huber: 22.6042
[80] valid_0's poisson: -94.6587 valid_0's huber: 22.528
[81] valid_0's poisson: -94.7304 valid_0's huber: 22.4524
[82] valid_0's poisson: -94.8039 valid_0's huber: 22.377
[83] valid_0's poisson: -94.8768 valid_0's huber: 22.3021
[84] valid_0's poisson: -94.9472 valid_0's huber: 22.2277
[85] valid_0's poisson: -95.0192 valid_0's huber: 22.1537
[86] valid_0's poisson: -95.0885 valid_0's huber: 22.0803
[87] valid_0's poisson: -95.1596 valid_0's huber: 22.0074
[88] valid_0's poisson: -95.2277 valid_0's huber: 21.9358
[89] valid_0's poisson: -95.2976 valid_0's huber: 21.864
[90] valid_0's poisson: -95.3649 valid_0's huber: 21.7928
[91] valid_0's poisson: -95.4339 valid_0's huber: 21.7216
[92] valid_0's poisson: -95.4998 valid_0's huber: 21.6524
[93] valid_0's poisson: -95.5676 valid_0's huber: 21.5823
[94] valid_0's poisson: -95.6327 valid_0's huber: 21.513
[95] valid_0's poisson: -95.6994 valid_0's huber: 21.444
[96] valid_0's poisson: -95.7638 valid_0's huber: 21.3733
[97] valid_0's poisson: -95.8275 valid_0's huber: 21.3033
[98] valid_0's poisson: -95.8905 valid_0's huber: 21.2339
[99] valid_0's poisson: -95.9551 valid_0's huber: 21.1674
[100] valid_0's poisson: -96.0169 valid_0's huber: 21.0991
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2806 valid_0's huber: 29.7791
[2] valid_0's poisson: -87.3969 valid_0's huber: 29.6732
[3] valid_0's poisson: -87.5125 valid_0's huber: 29.5677
[4] valid_0's poisson: -87.6275 valid_0's huber: 29.4627
[5] valid_0's poisson: -87.7418 valid_0's huber: 29.3581
[6] valid_0's poisson: -87.8554 valid_0's huber: 29.254
[7] valid_0's poisson: -87.9684 valid_0's huber: 29.1503
[8] valid_0's poisson: -88.0807 valid_0's huber: 29.047
[9] valid_0's poisson: -88.1924 valid_0's huber: 28.9441
[10] valid_0's poisson: -88.3036 valid_0's huber: 28.8415
[11] valid_0's poisson: -88.4141 valid_0's huber: 28.7394
[12] valid_0's poisson: -88.524 valid_0's huber: 28.6377
[13] valid_0's poisson: -88.6332 valid_0's huber: 28.5365
[14] valid_0's poisson: -88.7418 valid_0's huber: 28.4357
[15] valid_0's poisson: -88.8497 valid_0's huber: 28.3353
[16] valid_0's poisson: -88.957 valid_0's huber: 28.2352
[17] valid_0's poisson: -89.0637 valid_0's huber: 28.1355
[18] valid_0's poisson: -89.1693 valid_0's huber: 28.0364
[19] valid_0's poisson: -89.2747 valid_0's huber: 27.9374
[20] valid_0's poisson: -89.3792 valid_0's huber: 27.839
[21] valid_0's poisson: -89.4834 valid_0's huber: 27.7408
[22] valid_0's poisson: -89.5865 valid_0's huber: 27.6432
[23] valid_0's poisson: -89.6894 valid_0's huber: 27.5459
[24] valid_0's poisson: -89.7915 valid_0's huber: 27.449
[25] valid_0's poisson: -89.8927 valid_0's huber: 27.3527
[26] valid_0's poisson: -89.9936 valid_0's huber: 27.2567
[27] valid_0's poisson: -90.0935 valid_0's huber: 27.1613
[28] valid_0's poisson: -90.1931 valid_0's huber: 27.0662
[29] valid_0's poisson: -90.292 valid_0's huber: 26.9715
[30] valid_0's poisson: -90.3901 valid_0's huber: 26.8773
[31] valid_0's poisson: -90.4894 valid_0's huber: 26.7809
[32] valid_0's poisson: -90.5867 valid_0's huber: 26.6874
[33] valid_0's poisson: -90.6834 valid_0's huber: 26.5944
[34] valid_0's poisson: -90.7809 valid_0's huber: 26.4994
[35] valid_0's poisson: -90.8765 valid_0's huber: 26.4072
[36] valid_0's poisson: -90.9711 valid_0's huber: 26.3156
[37] valid_0's poisson: -91.0668 valid_0's huber: 26.2219
[38] valid_0's poisson: -91.1606 valid_0's huber: 26.1311
[39] valid_0's poisson: -91.2551 valid_0's huber: 26.0381
[40] valid_0's poisson: -91.3479 valid_0's huber: 25.9479
[41] valid_0's poisson: -91.4411 valid_0's huber: 25.8558
[42] valid_0's poisson: -91.5327 valid_0's huber: 25.7665
[43] valid_0's poisson: -91.6236 valid_0's huber: 25.6776
[44] valid_0's poisson: -91.715 valid_0's huber: 25.5868
[45] valid_0's poisson: -91.8047 valid_0's huber: 25.4988
[46] valid_0's poisson: -91.8948 valid_0's huber: 25.4089
[47] valid_0's poisson: -91.9833 valid_0's huber: 25.3217
[48] valid_0's poisson: -92.0711 valid_0's huber: 25.2349
[49] valid_0's poisson: -92.1596 valid_0's huber: 25.1461
[50] valid_0's poisson: -92.2464 valid_0's huber: 25.0601
[51] valid_0's poisson: -92.3337 valid_0's huber: 24.9721
[52] valid_0's poisson: -92.4195 valid_0's huber: 24.8854
[53] valid_0's poisson: -92.5052 valid_0's huber: 24.7982
[54] valid_0's poisson: -92.5904 valid_0's huber: 24.7125
[55] valid_0's poisson: -92.6744 valid_0's huber: 24.6286
[56] valid_0's poisson: -92.7579 valid_0's huber: 24.5437
[57] valid_0's poisson: -92.8413 valid_0's huber: 24.4594
[58] valid_0's poisson: -92.9248 valid_0's huber: 24.3743
[59] valid_0's poisson: -93.0072 valid_0's huber: 24.2907
[60] valid_0's poisson: -93.089 valid_0's huber: 24.2076
[61] valid_0's poisson: -93.171 valid_0's huber: 24.1236
[62] valid_0's poisson: -93.2515 valid_0's huber: 24.0409
[63] valid_0's poisson: -93.3328 valid_0's huber: 23.9564
[64] valid_0's poisson: -93.4131 valid_0's huber: 23.8736
[65] valid_0's poisson: -93.4948 valid_0's huber: 23.7909
[66] valid_0's poisson: -93.5759 valid_0's huber: 23.7087
[67] valid_0's poisson: -93.6566 valid_0's huber: 23.6268
[68] valid_0's poisson: -93.7351 valid_0's huber: 23.5452
[69] valid_0's poisson: -93.8149 valid_0's huber: 23.4641
[70] valid_0's poisson: -93.894 valid_0's huber: 23.3834
[71] valid_0's poisson: -93.9712 valid_0's huber: 23.3036
[72] valid_0's poisson: -94.0476 valid_0's huber: 23.2248
[73] valid_0's poisson: -94.1239 valid_0's huber: 23.1439
[74] valid_0's poisson: -94.1995 valid_0's huber: 23.0653
[75] valid_0's poisson: -94.2765 valid_0's huber: 22.9865
[76] valid_0's poisson: -94.3529 valid_0's huber: 22.9081
[77] valid_0's poisson: -94.4271 valid_0's huber: 22.8305
[78] valid_0's poisson: -94.5026 valid_0's huber: 22.7529
[79] valid_0's poisson: -94.5762 valid_0's huber: 22.6744
[80] valid_0's poisson: -94.6489 valid_0's huber: 22.5981
[81] valid_0's poisson: -94.7232 valid_0's huber: 22.5218
[82] valid_0's poisson: -94.7969 valid_0's huber: 22.4458
[83] valid_0's poisson: -94.8683 valid_0's huber: 22.3706
[84] valid_0's poisson: -94.9411 valid_0's huber: 22.2954
[85] valid_0's poisson: -95.0114 valid_0's huber: 22.2193
[86] valid_0's poisson: -95.0812 valid_0's huber: 22.1456
[87] valid_0's poisson: -95.1527 valid_0's huber: 22.0718
[88] valid_0's poisson: -95.2236 valid_0's huber: 21.9987
[89] valid_0's poisson: -95.2919 valid_0's huber: 21.9264
[90] valid_0's poisson: -95.3618 valid_0's huber: 21.8543
[91] valid_0's poisson: -95.4285 valid_0's huber: 21.7836
[92] valid_0's poisson: -95.4975 valid_0's huber: 21.7122
[93] valid_0's poisson: -95.5636 valid_0's huber: 21.6419
[94] valid_0's poisson: -95.6315 valid_0's huber: 21.5714
[95] valid_0's poisson: -95.6998 valid_0's huber: 21.5018
[96] valid_0's poisson: -95.7644 valid_0's huber: 21.433
[97] valid_0's poisson: -95.8289 valid_0's huber: 21.3624
[98] valid_0's poisson: -95.8957 valid_0's huber: 21.2942
[99] valid_0's poisson: -95.9591 valid_0's huber: 21.2246
[100] valid_0's poisson: -96.0218 valid_0's huber: 21.1553
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1764 valid_0's huber: 29.8095
[2] valid_0's poisson: -87.179 valid_0's huber: 29.8073
[3] valid_0's poisson: -87.1817 valid_0's huber: 29.8051
[4] valid_0's poisson: -87.1843 valid_0's huber: 29.8029
[5] valid_0's poisson: -87.187 valid_0's huber: 29.8007
[6] valid_0's poisson: -87.1896 valid_0's huber: 29.7985
[7] valid_0's poisson: -87.1923 valid_0's huber: 29.7963
[8] valid_0's poisson: -87.1949 valid_0's huber: 29.7941
[9] valid_0's poisson: -87.1976 valid_0's huber: 29.7919
[10] valid_0's poisson: -87.2002 valid_0's huber: 29.7897
[11] valid_0's poisson: -87.2029 valid_0's huber: 29.7875
[12] valid_0's poisson: -87.2055 valid_0's huber: 29.7853
[13] valid_0's poisson: -87.2082 valid_0's huber: 29.7831
[14] valid_0's poisson: -87.2108 valid_0's huber: 29.7809
[15] valid_0's poisson: -87.2135 valid_0's huber: 29.7787
[16] valid_0's poisson: -87.2161 valid_0's huber: 29.7765
[17] valid_0's poisson: -87.2188 valid_0's huber: 29.7743
[18] valid_0's poisson: -87.2214 valid_0's huber: 29.7721
[19] valid_0's poisson: -87.2241 valid_0's huber: 29.7699
[20] valid_0's poisson: -87.2267 valid_0's huber: 29.7677
[21] valid_0's poisson: -87.2294 valid_0's huber: 29.7655
[22] valid_0's poisson: -87.232 valid_0's huber: 29.7633
[23] valid_0's poisson: -87.2347 valid_0's huber: 29.7611
[24] valid_0's poisson: -87.2373 valid_0's huber: 29.7589
[25] valid_0's poisson: -87.24 valid_0's huber: 29.7567
[26] valid_0's poisson: -87.2426 valid_0's huber: 29.7545
[27] valid_0's poisson: -87.2452 valid_0's huber: 29.7523
[28] valid_0's poisson: -87.2479 valid_0's huber: 29.7502
[29] valid_0's poisson: -87.2505 valid_0's huber: 29.748
[30] valid_0's poisson: -87.2532 valid_0's huber: 29.7458
[31] valid_0's poisson: -87.2558 valid_0's huber: 29.7436
[32] valid_0's poisson: -87.2585 valid_0's huber: 29.7414
[33] valid_0's poisson: -87.2611 valid_0's huber: 29.7392
[34] valid_0's poisson: -87.2638 valid_0's huber: 29.737
[35] valid_0's poisson: -87.2664 valid_0's huber: 29.7348
[36] valid_0's poisson: -87.2691 valid_0's huber: 29.7326
[37] valid_0's poisson: -87.2717 valid_0's huber: 29.7304
[38] valid_0's poisson: -87.2743 valid_0's huber: 29.7282
[39] valid_0's poisson: -87.277 valid_0's huber: 29.726
[40] valid_0's poisson: -87.2796 valid_0's huber: 29.7238
[41] valid_0's poisson: -87.2823 valid_0's huber: 29.7216
[42] valid_0's poisson: -87.2849 valid_0's huber: 29.7194
[43] valid_0's poisson: -87.2876 valid_0's huber: 29.7172
[44] valid_0's poisson: -87.2902 valid_0's huber: 29.715
[45] valid_0's poisson: -87.2928 valid_0's huber: 29.7128
[46] valid_0's poisson: -87.2955 valid_0's huber: 29.7106
[47] valid_0's poisson: -87.2981 valid_0's huber: 29.7084
[48] valid_0's poisson: -87.3008 valid_0's huber: 29.7062
[49] valid_0's poisson: -87.3034 valid_0's huber: 29.704
[50] valid_0's poisson: -87.306 valid_0's huber: 29.7018
[51] valid_0's poisson: -87.3087 valid_0's huber: 29.6996
[52] valid_0's poisson: -87.3113 valid_0's huber: 29.6974
[53] valid_0's poisson: -87.314 valid_0's huber: 29.6952
[54] valid_0's poisson: -87.3166 valid_0's huber: 29.693
[55] valid_0's poisson: -87.3192 valid_0's huber: 29.6908
[56] valid_0's poisson: -87.3219 valid_0's huber: 29.6886
[57] valid_0's poisson: -87.3245 valid_0's huber: 29.6864
[58] valid_0's poisson: -87.3272 valid_0's huber: 29.6843
[59] valid_0's poisson: -87.3298 valid_0's huber: 29.682
[60] valid_0's poisson: -87.3325 valid_0's huber: 29.6798
[61] valid_0's poisson: -87.3352 valid_0's huber: 29.6776
[62] valid_0's poisson: -87.3378 valid_0's huber: 29.6754
[63] valid_0's poisson: -87.3405 valid_0's huber: 29.6732
[64] valid_0's poisson: -87.3432 valid_0's huber: 29.671
[65] valid_0's poisson: -87.3458 valid_0's huber: 29.6688
[66] valid_0's poisson: -87.3485 valid_0's huber: 29.6666
[67] valid_0's poisson: -87.3512 valid_0's huber: 29.6644
[68] valid_0's poisson: -87.3538 valid_0's huber: 29.6622
[69] valid_0's poisson: -87.3565 valid_0's huber: 29.66
[70] valid_0's poisson: -87.3591 valid_0's huber: 29.6578
[71] valid_0's poisson: -87.3618 valid_0's huber: 29.6556
[72] valid_0's poisson: -87.3645 valid_0's huber: 29.6534
[73] valid_0's poisson: -87.3671 valid_0's huber: 29.6512
[74] valid_0's poisson: -87.3698 valid_0's huber: 29.649
[75] valid_0's poisson: -87.3725 valid_0's huber: 29.6468
[76] valid_0's poisson: -87.3751 valid_0's huber: 29.6446
[77] valid_0's poisson: -87.3778 valid_0's huber: 29.6424
[78] valid_0's poisson: -87.3804 valid_0's huber: 29.6402
[79] valid_0's poisson: -87.3831 valid_0's huber: 29.638
[80] valid_0's poisson: -87.3858 valid_0's huber: 29.6358
[81] valid_0's poisson: -87.3884 valid_0's huber: 29.6336
[82] valid_0's poisson: -87.3911 valid_0's huber: 29.6314
[83] valid_0's poisson: -87.3937 valid_0's huber: 29.6292
[84] valid_0's poisson: -87.3964 valid_0's huber: 29.627
[85] valid_0's poisson: -87.3991 valid_0's huber: 29.6248
[86] valid_0's poisson: -87.4017 valid_0's huber: 29.6226
[87] valid_0's poisson: -87.4044 valid_0's huber: 29.6204
[88] valid_0's poisson: -87.407 valid_0's huber: 29.6182
[89] valid_0's poisson: -87.4097 valid_0's huber: 29.616
[90] valid_0's poisson: -87.4124 valid_0's huber: 29.6138
[91] valid_0's poisson: -87.415 valid_0's huber: 29.6116
[92] valid_0's poisson: -87.4177 valid_0's huber: 29.6094
[93] valid_0's poisson: -87.4203 valid_0's huber: 29.6072
[94] valid_0's poisson: -87.423 valid_0's huber: 29.605
[95] valid_0's poisson: -87.4257 valid_0's huber: 29.6028
[96] valid_0's poisson: -87.4283 valid_0's huber: 29.6006
[97] valid_0's poisson: -87.431 valid_0's huber: 29.5983
[98] valid_0's poisson: -87.4336 valid_0's huber: 29.5961
[99] valid_0's poisson: -87.4363 valid_0's huber: 29.5939
[100] valid_0's poisson: -87.4389 valid_0's huber: 29.5917
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1766 valid_0's huber: 29.8075
[2] valid_0's poisson: -87.1793 valid_0's huber: 29.8053
[3] valid_0's poisson: -87.1819 valid_0's huber: 29.8031
[4] valid_0's poisson: -87.1846 valid_0's huber: 29.801
[5] valid_0's poisson: -87.1872 valid_0's huber: 29.7988
[6] valid_0's poisson: -87.1899 valid_0's huber: 29.7966
[7] valid_0's poisson: -87.1925 valid_0's huber: 29.7944
[8] valid_0's poisson: -87.1952 valid_0's huber: 29.7922
[9] valid_0's poisson: -87.1979 valid_0's huber: 29.7901
[10] valid_0's poisson: -87.2005 valid_0's huber: 29.7879
[11] valid_0's poisson: -87.2032 valid_0's huber: 29.7857
[12] valid_0's poisson: -87.2058 valid_0's huber: 29.7835
[13] valid_0's poisson: -87.2085 valid_0's huber: 29.7814
[14] valid_0's poisson: -87.2111 valid_0's huber: 29.7792
[15] valid_0's poisson: -87.2138 valid_0's huber: 29.777
[16] valid_0's poisson: -87.2164 valid_0's huber: 29.7748
[17] valid_0's poisson: -87.2191 valid_0's huber: 29.7726
[18] valid_0's poisson: -87.2217 valid_0's huber: 29.7705
[19] valid_0's poisson: -87.2244 valid_0's huber: 29.7683
[20] valid_0's poisson: -87.227 valid_0's huber: 29.7661
[21] valid_0's poisson: -87.2297 valid_0's huber: 29.7639
[22] valid_0's poisson: -87.2323 valid_0's huber: 29.7618
[23] valid_0's poisson: -87.235 valid_0's huber: 29.7596
[24] valid_0's poisson: -87.2376 valid_0's huber: 29.7574
[25] valid_0's poisson: -87.2403 valid_0's huber: 29.7552
[26] valid_0's poisson: -87.2429 valid_0's huber: 29.753
[27] valid_0's poisson: -87.2456 valid_0's huber: 29.7509
[28] valid_0's poisson: -87.2482 valid_0's huber: 29.7487
[29] valid_0's poisson: -87.2509 valid_0's huber: 29.7465
[30] valid_0's poisson: -87.2535 valid_0's huber: 29.7443
[31] valid_0's poisson: -87.2561 valid_0's huber: 29.7422
[32] valid_0's poisson: -87.2588 valid_0's huber: 29.74
[33] valid_0's poisson: -87.2614 valid_0's huber: 29.7378
[34] valid_0's poisson: -87.2641 valid_0's huber: 29.7356
[35] valid_0's poisson: -87.2667 valid_0's huber: 29.7335
[36] valid_0's poisson: -87.2694 valid_0's huber: 29.7313
[37] valid_0's poisson: -87.272 valid_0's huber: 29.7291
[38] valid_0's poisson: -87.2747 valid_0's huber: 29.7269
[39] valid_0's poisson: -87.2773 valid_0's huber: 29.7247
[40] valid_0's poisson: -87.28 valid_0's huber: 29.7226
[41] valid_0's poisson: -87.2826 valid_0's huber: 29.7204
[42] valid_0's poisson: -87.2852 valid_0's huber: 29.7182
[43] valid_0's poisson: -87.2879 valid_0's huber: 29.716
[44] valid_0's poisson: -87.2905 valid_0's huber: 29.7139
[45] valid_0's poisson: -87.2932 valid_0's huber: 29.7117
[46] valid_0's poisson: -87.2958 valid_0's huber: 29.7095
[47] valid_0's poisson: -87.2985 valid_0's huber: 29.7073
[48] valid_0's poisson: -87.3011 valid_0's huber: 29.7052
[49] valid_0's poisson: -87.3038 valid_0's huber: 29.703
[50] valid_0's poisson: -87.3064 valid_0's huber: 29.7008
[51] valid_0's poisson: -87.309 valid_0's huber: 29.6986
[52] valid_0's poisson: -87.3117 valid_0's huber: 29.6965
[53] valid_0's poisson: -87.3143 valid_0's huber: 29.6943
[54] valid_0's poisson: -87.317 valid_0's huber: 29.6921
[55] valid_0's poisson: -87.3196 valid_0's huber: 29.6899
[56] valid_0's poisson: -87.3222 valid_0's huber: 29.6878
[57] valid_0's poisson: -87.3249 valid_0's huber: 29.6856
[58] valid_0's poisson: -87.3275 valid_0's huber: 29.6834
[59] valid_0's poisson: -87.3302 valid_0's huber: 29.6812
[60] valid_0's poisson: -87.3328 valid_0's huber: 29.6791
[61] valid_0's poisson: -87.3354 valid_0's huber: 29.6769
[62] valid_0's poisson: -87.3381 valid_0's huber: 29.6747
[63] valid_0's poisson: -87.3407 valid_0's huber: 29.6725
[64] valid_0's poisson: -87.3434 valid_0's huber: 29.6704
[65] valid_0's poisson: -87.346 valid_0's huber: 29.6682
[66] valid_0's poisson: -87.3486 valid_0's huber: 29.666
[67] valid_0's poisson: -87.3513 valid_0's huber: 29.6639
[68] valid_0's poisson: -87.3539 valid_0's huber: 29.6617
[69] valid_0's poisson: -87.3566 valid_0's huber: 29.6595
[70] valid_0's poisson: -87.3592 valid_0's huber: 29.6573
[71] valid_0's poisson: -87.3618 valid_0's huber: 29.6552
[72] valid_0's poisson: -87.3645 valid_0's huber: 29.653
[73] valid_0's poisson: -87.3671 valid_0's huber: 29.6508
[74] valid_0's poisson: -87.3697 valid_0's huber: 29.6486
[75] valid_0's poisson: -87.3724 valid_0's huber: 29.6465
[76] valid_0's poisson: -87.375 valid_0's huber: 29.6443
[77] valid_0's poisson: -87.3776 valid_0's huber: 29.6421
[78] valid_0's poisson: -87.3803 valid_0's huber: 29.64
[79] valid_0's poisson: -87.3829 valid_0's huber: 29.6378
[80] valid_0's poisson: -87.3856 valid_0's huber: 29.6356
[81] valid_0's poisson: -87.3882 valid_0's huber: 29.6334
[82] valid_0's poisson: -87.3908 valid_0's huber: 29.6313
[83] valid_0's poisson: -87.3935 valid_0's huber: 29.6291
[84] valid_0's poisson: -87.3961 valid_0's huber: 29.6269
[85] valid_0's poisson: -87.3987 valid_0's huber: 29.6248
[86] valid_0's poisson: -87.4014 valid_0's huber: 29.6226
[87] valid_0's poisson: -87.404 valid_0's huber: 29.6204
[88] valid_0's poisson: -87.4066 valid_0's huber: 29.6182
[89] valid_0's poisson: -87.4093 valid_0's huber: 29.6161
[90] valid_0's poisson: -87.4119 valid_0's huber: 29.6139
[91] valid_0's poisson: -87.4145 valid_0's huber: 29.6117
[92] valid_0's poisson: -87.4171 valid_0's huber: 29.6096
[93] valid_0's poisson: -87.4198 valid_0's huber: 29.6074
[94] valid_0's poisson: -87.4224 valid_0's huber: 29.6052
[95] valid_0's poisson: -87.425 valid_0's huber: 29.6031
[96] valid_0's poisson: -87.4277 valid_0's huber: 29.6009
[97] valid_0's poisson: -87.4303 valid_0's huber: 29.5987
[98] valid_0's poisson: -87.4329 valid_0's huber: 29.5965
[99] valid_0's poisson: -87.4356 valid_0's huber: 29.5944
[100] valid_0's poisson: -87.4382 valid_0's huber: 29.5922
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1722 valid_0's huber: 29.8406
[2] valid_0's poisson: -87.1749 valid_0's huber: 29.8384
[3] valid_0's poisson: -87.1776 valid_0's huber: 29.8362
[4] valid_0's poisson: -87.1802 valid_0's huber: 29.834
[5] valid_0's poisson: -87.1829 valid_0's huber: 29.8318
[6] valid_0's poisson: -87.1855 valid_0's huber: 29.8296
[7] valid_0's poisson: -87.1882 valid_0's huber: 29.8274
[8] valid_0's poisson: -87.1908 valid_0's huber: 29.8252
[9] valid_0's poisson: -87.1935 valid_0's huber: 29.823
[10] valid_0's poisson: -87.1961 valid_0's huber: 29.8207
[11] valid_0's poisson: -87.1988 valid_0's huber: 29.8185
[12] valid_0's poisson: -87.2015 valid_0's huber: 29.8163
[13] valid_0's poisson: -87.2041 valid_0's huber: 29.8141
[14] valid_0's poisson: -87.2068 valid_0's huber: 29.8119
[15] valid_0's poisson: -87.2094 valid_0's huber: 29.8097
[16] valid_0's poisson: -87.2121 valid_0's huber: 29.8075
[17] valid_0's poisson: -87.2147 valid_0's huber: 29.8053
[18] valid_0's poisson: -87.2174 valid_0's huber: 29.8031
[19] valid_0's poisson: -87.22 valid_0's huber: 29.8008
[20] valid_0's poisson: -87.2227 valid_0's huber: 29.7986
[21] valid_0's poisson: -87.2253 valid_0's huber: 29.7964
[22] valid_0's poisson: -87.228 valid_0's huber: 29.7942
[23] valid_0's poisson: -87.2307 valid_0's huber: 29.792
[24] valid_0's poisson: -87.2333 valid_0's huber: 29.7898
[25] valid_0's poisson: -87.236 valid_0's huber: 29.7876
[26] valid_0's poisson: -87.2386 valid_0's huber: 29.7854
[27] valid_0's poisson: -87.2413 valid_0's huber: 29.7832
[28] valid_0's poisson: -87.2439 valid_0's huber: 29.7809
[29] valid_0's poisson: -87.2466 valid_0's huber: 29.7787
[30] valid_0's poisson: -87.2492 valid_0's huber: 29.7765
[31] valid_0's poisson: -87.2519 valid_0's huber: 29.7743
[32] valid_0's poisson: -87.2545 valid_0's huber: 29.7721
[33] valid_0's poisson: -87.2572 valid_0's huber: 29.7699
[34] valid_0's poisson: -87.2598 valid_0's huber: 29.7677
[35] valid_0's poisson: -87.2625 valid_0's huber: 29.7655
[36] valid_0's poisson: -87.2651 valid_0's huber: 29.7633
[37] valid_0's poisson: -87.2678 valid_0's huber: 29.7611
[38] valid_0's poisson: -87.2704 valid_0's huber: 29.7588
[39] valid_0's poisson: -87.2731 valid_0's huber: 29.7566
[40] valid_0's poisson: -87.2757 valid_0's huber: 29.7544
[41] valid_0's poisson: -87.2784 valid_0's huber: 29.7522
[42] valid_0's poisson: -87.281 valid_0's huber: 29.75
[43] valid_0's poisson: -87.2837 valid_0's huber: 29.7478
[44] valid_0's poisson: -87.2863 valid_0's huber: 29.7456
[45] valid_0's poisson: -87.289 valid_0's huber: 29.7434
[46] valid_0's poisson: -87.2916 valid_0's huber: 29.7412
[47] valid_0's poisson: -87.2942 valid_0's huber: 29.739
[48] valid_0's poisson: -87.2969 valid_0's huber: 29.7368
[49] valid_0's poisson: -87.2995 valid_0's huber: 29.7345
[50] valid_0's poisson: -87.3022 valid_0's huber: 29.7323
[51] valid_0's poisson: -87.3048 valid_0's huber: 29.7301
[52] valid_0's poisson: -87.3075 valid_0's huber: 29.7279
[53] valid_0's poisson: -87.3101 valid_0's huber: 29.7257
[54] valid_0's poisson: -87.3128 valid_0's huber: 29.7235
[55] valid_0's poisson: -87.3154 valid_0's huber: 29.7213
[56] valid_0's poisson: -87.3181 valid_0's huber: 29.7191
[57] valid_0's poisson: -87.3207 valid_0's huber: 29.7169
[58] valid_0's poisson: -87.3233 valid_0's huber: 29.7147
[59] valid_0's poisson: -87.326 valid_0's huber: 29.7125
[60] valid_0's poisson: -87.3286 valid_0's huber: 29.7103
[61] valid_0's poisson: -87.3313 valid_0's huber: 29.7081
[62] valid_0's poisson: -87.3339 valid_0's huber: 29.7058
[63] valid_0's poisson: -87.3366 valid_0's huber: 29.7036
[64] valid_0's poisson: -87.3392 valid_0's huber: 29.7014
[65] valid_0's poisson: -87.3419 valid_0's huber: 29.6992
[66] valid_0's poisson: -87.3445 valid_0's huber: 29.697
[67] valid_0's poisson: -87.3471 valid_0's huber: 29.6948
[68] valid_0's poisson: -87.3498 valid_0's huber: 29.6926
[69] valid_0's poisson: -87.3524 valid_0's huber: 29.6904
[70] valid_0's poisson: -87.3551 valid_0's huber: 29.6882
[71] valid_0's poisson: -87.3577 valid_0's huber: 29.686
[72] valid_0's poisson: -87.3603 valid_0's huber: 29.6838
[73] valid_0's poisson: -87.363 valid_0's huber: 29.6816
[74] valid_0's poisson: -87.3656 valid_0's huber: 29.6794
[75] valid_0's poisson: -87.3683 valid_0's huber: 29.6772
[76] valid_0's poisson: -87.3709 valid_0's huber: 29.675
[77] valid_0's poisson: -87.3735 valid_0's huber: 29.6728
[78] valid_0's poisson: -87.3762 valid_0's huber: 29.6706
[79] valid_0's poisson: -87.3788 valid_0's huber: 29.6683
[80] valid_0's poisson: -87.3815 valid_0's huber: 29.6661
[81] valid_0's poisson: -87.3841 valid_0's huber: 29.6639
[82] valid_0's poisson: -87.3867 valid_0's huber: 29.6617
[83] valid_0's poisson: -87.3894 valid_0's huber: 29.6595
[84] valid_0's poisson: -87.392 valid_0's huber: 29.6573
[85] valid_0's poisson: -87.3946 valid_0's huber: 29.6551
[86] valid_0's poisson: -87.3973 valid_0's huber: 29.6529
[87] valid_0's poisson: -87.3999 valid_0's huber: 29.6507
[88] valid_0's poisson: -87.4026 valid_0's huber: 29.6485
[89] valid_0's poisson: -87.4052 valid_0's huber: 29.6463
[90] valid_0's poisson: -87.4078 valid_0's huber: 29.6441
[91] valid_0's poisson: -87.4105 valid_0's huber: 29.6419
[92] valid_0's poisson: -87.4131 valid_0's huber: 29.6397
[93] valid_0's poisson: -87.4157 valid_0's huber: 29.6375
[94] valid_0's poisson: -87.4184 valid_0's huber: 29.6353
[95] valid_0's poisson: -87.421 valid_0's huber: 29.6331
[96] valid_0's poisson: -87.4236 valid_0's huber: 29.6309
[97] valid_0's poisson: -87.4263 valid_0's huber: 29.6287
[98] valid_0's poisson: -87.4289 valid_0's huber: 29.6265
[99] valid_0's poisson: -87.4315 valid_0's huber: 29.6243
[100] valid_0's poisson: -87.4342 valid_0's huber: 29.6221
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1787 valid_0's huber: 29.7914
[2] valid_0's poisson: -87.1813 valid_0's huber: 29.7892
[3] valid_0's poisson: -87.184 valid_0's huber: 29.787
[4] valid_0's poisson: -87.1867 valid_0's huber: 29.7848
[5] valid_0's poisson: -87.1893 valid_0's huber: 29.7826
[6] valid_0's poisson: -87.192 valid_0's huber: 29.7804
[7] valid_0's poisson: -87.1947 valid_0's huber: 29.7782
[8] valid_0's poisson: -87.1973 valid_0's huber: 29.776
[9] valid_0's poisson: -87.2 valid_0's huber: 29.7738
[10] valid_0's poisson: -87.2026 valid_0's huber: 29.7716
[11] valid_0's poisson: -87.2053 valid_0's huber: 29.7694
[12] valid_0's poisson: -87.208 valid_0's huber: 29.7672
[13] valid_0's poisson: -87.2106 valid_0's huber: 29.765
[14] valid_0's poisson: -87.2133 valid_0's huber: 29.7628
[15] valid_0's poisson: -87.216 valid_0's huber: 29.7606
[16] valid_0's poisson: -87.2186 valid_0's huber: 29.7584
[17] valid_0's poisson: -87.2213 valid_0's huber: 29.7562
[18] valid_0's poisson: -87.2239 valid_0's huber: 29.754
[19] valid_0's poisson: -87.2266 valid_0's huber: 29.7518
[20] valid_0's poisson: -87.2292 valid_0's huber: 29.7496
[21] valid_0's poisson: -87.2319 valid_0's huber: 29.7474
[22] valid_0's poisson: -87.2346 valid_0's huber: 29.7452
[23] valid_0's poisson: -87.2372 valid_0's huber: 29.743
[24] valid_0's poisson: -87.2399 valid_0's huber: 29.7408
[25] valid_0's poisson: -87.2425 valid_0's huber: 29.7386
[26] valid_0's poisson: -87.2452 valid_0's huber: 29.7364
[27] valid_0's poisson: -87.2479 valid_0's huber: 29.7342
[28] valid_0's poisson: -87.2505 valid_0's huber: 29.732
[29] valid_0's poisson: -87.2532 valid_0's huber: 29.7298
[30] valid_0's poisson: -87.2558 valid_0's huber: 29.7276
[31] valid_0's poisson: -87.2585 valid_0's huber: 29.7254
[32] valid_0's poisson: -87.2611 valid_0's huber: 29.7232
[33] valid_0's poisson: -87.2638 valid_0's huber: 29.721
[34] valid_0's poisson: -87.2665 valid_0's huber: 29.7188
[35] valid_0's poisson: -87.2691 valid_0's huber: 29.7166
[36] valid_0's poisson: -87.2718 valid_0's huber: 29.7144
[37] valid_0's poisson: -87.2744 valid_0's huber: 29.7122
[38] valid_0's poisson: -87.2771 valid_0's huber: 29.71
[39] valid_0's poisson: -87.2797 valid_0's huber: 29.7078
[40] valid_0's poisson: -87.2824 valid_0's huber: 29.7056
[41] valid_0's poisson: -87.285 valid_0's huber: 29.7034
[42] valid_0's poisson: -87.2877 valid_0's huber: 29.7012
[43] valid_0's poisson: -87.2903 valid_0's huber: 29.699
[44] valid_0's poisson: -87.293 valid_0's huber: 29.6968
[45] valid_0's poisson: -87.2957 valid_0's huber: 29.6946
[46] valid_0's poisson: -87.2983 valid_0's huber: 29.6924
[47] valid_0's poisson: -87.301 valid_0's huber: 29.6902
[48] valid_0's poisson: -87.3036 valid_0's huber: 29.688
[49] valid_0's poisson: -87.3063 valid_0's huber: 29.6858
[50] valid_0's poisson: -87.3089 valid_0's huber: 29.6836
[51] valid_0's poisson: -87.3116 valid_0's huber: 29.6814
[52] valid_0's poisson: -87.3142 valid_0's huber: 29.6792
[53] valid_0's poisson: -87.3169 valid_0's huber: 29.677
[54] valid_0's poisson: -87.3195 valid_0's huber: 29.6748
[55] valid_0's poisson: -87.3222 valid_0's huber: 29.6726
[56] valid_0's poisson: -87.3248 valid_0's huber: 29.6704
[57] valid_0's poisson: -87.3275 valid_0's huber: 29.6682
[58] valid_0's poisson: -87.3301 valid_0's huber: 29.666
[59] valid_0's poisson: -87.3328 valid_0's huber: 29.6638
[60] valid_0's poisson: -87.3354 valid_0's huber: 29.6616
[61] valid_0's poisson: -87.3381 valid_0's huber: 29.6594
[62] valid_0's poisson: -87.3407 valid_0's huber: 29.6572
[63] valid_0's poisson: -87.3434 valid_0's huber: 29.655
[64] valid_0's poisson: -87.346 valid_0's huber: 29.6528
[65] valid_0's poisson: -87.3487 valid_0's huber: 29.6506
[66] valid_0's poisson: -87.3513 valid_0's huber: 29.6484
[67] valid_0's poisson: -87.354 valid_0's huber: 29.6462
[68] valid_0's poisson: -87.3566 valid_0's huber: 29.644
[69] valid_0's poisson: -87.3593 valid_0's huber: 29.6418
[70] valid_0's poisson: -87.3619 valid_0's huber: 29.6396
[71] valid_0's poisson: -87.3646 valid_0's huber: 29.6374
[72] valid_0's poisson: -87.3672 valid_0's huber: 29.6352
[73] valid_0's poisson: -87.3698 valid_0's huber: 29.633
[74] valid_0's poisson: -87.3725 valid_0's huber: 29.6309
[75] valid_0's poisson: -87.3751 valid_0's huber: 29.6287
[76] valid_0's poisson: -87.3778 valid_0's huber: 29.6265
[77] valid_0's poisson: -87.3804 valid_0's huber: 29.6243
[78] valid_0's poisson: -87.3831 valid_0's huber: 29.6221
[79] valid_0's poisson: -87.3857 valid_0's huber: 29.6199
[80] valid_0's poisson: -87.3884 valid_0's huber: 29.6177
[81] valid_0's poisson: -87.391 valid_0's huber: 29.6155
[82] valid_0's poisson: -87.3937 valid_0's huber: 29.6133
[83] valid_0's poisson: -87.3963 valid_0's huber: 29.6111
[84] valid_0's poisson: -87.3989 valid_0's huber: 29.6089
[85] valid_0's poisson: -87.4016 valid_0's huber: 29.6067
[86] valid_0's poisson: -87.4042 valid_0's huber: 29.6045
[87] valid_0's poisson: -87.4069 valid_0's huber: 29.6023
[88] valid_0's poisson: -87.4095 valid_0's huber: 29.6001
[89] valid_0's poisson: -87.4122 valid_0's huber: 29.5979
[90] valid_0's poisson: -87.4148 valid_0's huber: 29.5957
[91] valid_0's poisson: -87.4174 valid_0's huber: 29.5935
[92] valid_0's poisson: -87.4201 valid_0's huber: 29.5913
[93] valid_0's poisson: -87.4227 valid_0's huber: 29.5891
[94] valid_0's poisson: -87.4254 valid_0's huber: 29.587
[95] valid_0's poisson: -87.428 valid_0's huber: 29.5848
[96] valid_0's poisson: -87.4306 valid_0's huber: 29.5826
[97] valid_0's poisson: -87.4333 valid_0's huber: 29.5804
[98] valid_0's poisson: -87.4359 valid_0's huber: 29.5782
[99] valid_0's poisson: -87.4386 valid_0's huber: 29.576
[100] valid_0's poisson: -87.4412 valid_0's huber: 29.5738
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1663 valid_0's huber: 29.883
[2] valid_0's poisson: -87.169 valid_0's huber: 29.8808
[3] valid_0's poisson: -87.1716 valid_0's huber: 29.8786
[4] valid_0's poisson: -87.1743 valid_0's huber: 29.8764
[5] valid_0's poisson: -87.1769 valid_0's huber: 29.8742
[6] valid_0's poisson: -87.1796 valid_0's huber: 29.872
[7] valid_0's poisson: -87.1823 valid_0's huber: 29.8698
[8] valid_0's poisson: -87.1849 valid_0's huber: 29.8675
[9] valid_0's poisson: -87.1876 valid_0's huber: 29.8653
[10] valid_0's poisson: -87.1903 valid_0's huber: 29.8631
[11] valid_0's poisson: -87.1929 valid_0's huber: 29.8609
[12] valid_0's poisson: -87.1956 valid_0's huber: 29.8587
[13] valid_0's poisson: -87.1983 valid_0's huber: 29.8565
[14] valid_0's poisson: -87.2009 valid_0's huber: 29.8543
[15] valid_0's poisson: -87.2036 valid_0's huber: 29.8521
[16] valid_0's poisson: -87.2062 valid_0's huber: 29.8498
[17] valid_0's poisson: -87.2089 valid_0's huber: 29.8476
[18] valid_0's poisson: -87.2116 valid_0's huber: 29.8454
[19] valid_0's poisson: -87.2142 valid_0's huber: 29.8432
[20] valid_0's poisson: -87.2169 valid_0's huber: 29.841
[21] valid_0's poisson: -87.2195 valid_0's huber: 29.8388
[22] valid_0's poisson: -87.2222 valid_0's huber: 29.8366
[23] valid_0's poisson: -87.2249 valid_0's huber: 29.8344
[24] valid_0's poisson: -87.2275 valid_0's huber: 29.8322
[25] valid_0's poisson: -87.2302 valid_0's huber: 29.8299
[26] valid_0's poisson: -87.2328 valid_0's huber: 29.8277
[27] valid_0's poisson: -87.2355 valid_0's huber: 29.8255
[28] valid_0's poisson: -87.2382 valid_0's huber: 29.8233
[29] valid_0's poisson: -87.2408 valid_0's huber: 29.8211
[30] valid_0's poisson: -87.2435 valid_0's huber: 29.8189
[31] valid_0's poisson: -87.2461 valid_0's huber: 29.8167
[32] valid_0's poisson: -87.2488 valid_0's huber: 29.8145
[33] valid_0's poisson: -87.2514 valid_0's huber: 29.8123
[34] valid_0's poisson: -87.2541 valid_0's huber: 29.8101
[35] valid_0's poisson: -87.2568 valid_0's huber: 29.8079
[36] valid_0's poisson: -87.2594 valid_0's huber: 29.8056
[37] valid_0's poisson: -87.2621 valid_0's huber: 29.8034
[38] valid_0's poisson: -87.2647 valid_0's huber: 29.8012
[39] valid_0's poisson: -87.2674 valid_0's huber: 29.799
[40] valid_0's poisson: -87.27 valid_0's huber: 29.7968
[41] valid_0's poisson: -87.2727 valid_0's huber: 29.7946
[42] valid_0's poisson: -87.2753 valid_0's huber: 29.7924
[43] valid_0's poisson: -87.278 valid_0's huber: 29.7902
[44] valid_0's poisson: -87.2807 valid_0's huber: 29.788
[45] valid_0's poisson: -87.2833 valid_0's huber: 29.7858
[46] valid_0's poisson: -87.286 valid_0's huber: 29.7836
[47] valid_0's poisson: -87.2886 valid_0's huber: 29.7813
[48] valid_0's poisson: -87.2913 valid_0's huber: 29.7791
[49] valid_0's poisson: -87.2939 valid_0's huber: 29.7769
[50] valid_0's poisson: -87.2966 valid_0's huber: 29.7747
[51] valid_0's poisson: -87.2992 valid_0's huber: 29.7725
[52] valid_0's poisson: -87.3019 valid_0's huber: 29.7703
[53] valid_0's poisson: -87.3045 valid_0's huber: 29.7681
[54] valid_0's poisson: -87.3072 valid_0's huber: 29.7659
[55] valid_0's poisson: -87.3098 valid_0's huber: 29.7637
[56] valid_0's poisson: -87.3125 valid_0's huber: 29.7615
[57] valid_0's poisson: -87.3151 valid_0's huber: 29.7593
[58] valid_0's poisson: -87.3178 valid_0's huber: 29.7571
[59] valid_0's poisson: -87.3204 valid_0's huber: 29.7549
[60] valid_0's poisson: -87.3231 valid_0's huber: 29.7527
[61] valid_0's poisson: -87.3257 valid_0's huber: 29.7504
[62] valid_0's poisson: -87.3284 valid_0's huber: 29.7482
[63] valid_0's poisson: -87.331 valid_0's huber: 29.746
[64] valid_0's poisson: -87.3337 valid_0's huber: 29.7438
[65] valid_0's poisson: -87.3363 valid_0's huber: 29.7416
[66] valid_0's poisson: -87.339 valid_0's huber: 29.7394
[67] valid_0's poisson: -87.3416 valid_0's huber: 29.7372
[68] valid_0's poisson: -87.3443 valid_0's huber: 29.735
[69] valid_0's poisson: -87.3469 valid_0's huber: 29.7328
[70] valid_0's poisson: -87.3496 valid_0's huber: 29.7306
[71] valid_0's poisson: -87.3522 valid_0's huber: 29.7284
[72] valid_0's poisson: -87.3549 valid_0's huber: 29.7262
[73] valid_0's poisson: -87.3575 valid_0's huber: 29.724
[74] valid_0's poisson: -87.3602 valid_0's huber: 29.7218
[75] valid_0's poisson: -87.3628 valid_0's huber: 29.7196
[76] valid_0's poisson: -87.3655 valid_0's huber: 29.7174
[77] valid_0's poisson: -87.3681 valid_0's huber: 29.7151
[78] valid_0's poisson: -87.3708 valid_0's huber: 29.7129
[79] valid_0's poisson: -87.3734 valid_0's huber: 29.7107
[80] valid_0's poisson: -87.376 valid_0's huber: 29.7085
[81] valid_0's poisson: -87.3787 valid_0's huber: 29.7063
[82] valid_0's poisson: -87.3813 valid_0's huber: 29.7041
[83] valid_0's poisson: -87.384 valid_0's huber: 29.7019
[84] valid_0's poisson: -87.3866 valid_0's huber: 29.6997
[85] valid_0's poisson: -87.3893 valid_0's huber: 29.6975
[86] valid_0's poisson: -87.3919 valid_0's huber: 29.6953
[87] valid_0's poisson: -87.3946 valid_0's huber: 29.6931
[88] valid_0's poisson: -87.3972 valid_0's huber: 29.6909
[89] valid_0's poisson: -87.3998 valid_0's huber: 29.6887
[90] valid_0's poisson: -87.4025 valid_0's huber: 29.6865
[91] valid_0's poisson: -87.4051 valid_0's huber: 29.6843
[92] valid_0's poisson: -87.4078 valid_0's huber: 29.6821
[93] valid_0's poisson: -87.4104 valid_0's huber: 29.6799
[94] valid_0's poisson: -87.4131 valid_0's huber: 29.6777
[95] valid_0's poisson: -87.4157 valid_0's huber: 29.6755
[96] valid_0's poisson: -87.4183 valid_0's huber: 29.6733
[97] valid_0's poisson: -87.421 valid_0's huber: 29.6711
[98] valid_0's poisson: -87.4236 valid_0's huber: 29.6689
[99] valid_0's poisson: -87.4263 valid_0's huber: 29.6667
[100] valid_0's poisson: -87.4289 valid_0's huber: 29.6645
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1821 valid_0's huber: 29.8043
[2] valid_0's poisson: -87.1905 valid_0's huber: 29.7969
[3] valid_0's poisson: -87.1988 valid_0's huber: 29.7895
[4] valid_0's poisson: -87.2072 valid_0's huber: 29.7821
[5] valid_0's poisson: -87.2156 valid_0's huber: 29.7747
[6] valid_0's poisson: -87.224 valid_0's huber: 29.7673
[7] valid_0's poisson: -87.2323 valid_0's huber: 29.7599
[8] valid_0's poisson: -87.2407 valid_0's huber: 29.7524
[9] valid_0's poisson: -87.249 valid_0's huber: 29.745
[10] valid_0's poisson: -87.2574 valid_0's huber: 29.7376
[11] valid_0's poisson: -87.2658 valid_0's huber: 29.7302
[12] valid_0's poisson: -87.2741 valid_0's huber: 29.7228
[13] valid_0's poisson: -87.2825 valid_0's huber: 29.7154
[14] valid_0's poisson: -87.2908 valid_0's huber: 29.708
[15] valid_0's poisson: -87.2991 valid_0's huber: 29.7006
[16] valid_0's poisson: -87.3075 valid_0's huber: 29.6933
[17] valid_0's poisson: -87.3158 valid_0's huber: 29.6859
[18] valid_0's poisson: -87.3242 valid_0's huber: 29.6785
[19] valid_0's poisson: -87.3325 valid_0's huber: 29.6711
[20] valid_0's poisson: -87.3408 valid_0's huber: 29.6637
[21] valid_0's poisson: -87.3492 valid_0's huber: 29.6563
[22] valid_0's poisson: -87.3577 valid_0's huber: 29.6489
[23] valid_0's poisson: -87.366 valid_0's huber: 29.6416
[24] valid_0's poisson: -87.3744 valid_0's huber: 29.6342
[25] valid_0's poisson: -87.3828 valid_0's huber: 29.6268
[26] valid_0's poisson: -87.3911 valid_0's huber: 29.6194
[27] valid_0's poisson: -87.3995 valid_0's huber: 29.6121
[28] valid_0's poisson: -87.4078 valid_0's huber: 29.6047
[29] valid_0's poisson: -87.4162 valid_0's huber: 29.5974
[30] valid_0's poisson: -87.4246 valid_0's huber: 29.59
[31] valid_0's poisson: -87.4329 valid_0's huber: 29.5826
[32] valid_0's poisson: -87.4413 valid_0's huber: 29.5753
[33] valid_0's poisson: -87.4497 valid_0's huber: 29.5679
[34] valid_0's poisson: -87.458 valid_0's huber: 29.5606
[35] valid_0's poisson: -87.4663 valid_0's huber: 29.5532
[36] valid_0's poisson: -87.4747 valid_0's huber: 29.5459
[37] valid_0's poisson: -87.483 valid_0's huber: 29.5385
[38] valid_0's poisson: -87.4914 valid_0's huber: 29.5312
[39] valid_0's poisson: -87.4997 valid_0's huber: 29.5238
[40] valid_0's poisson: -87.508 valid_0's huber: 29.5165
[41] valid_0's poisson: -87.5163 valid_0's huber: 29.5091
[42] valid_0's poisson: -87.5247 valid_0's huber: 29.5018
[43] valid_0's poisson: -87.5329 valid_0's huber: 29.4945
[44] valid_0's poisson: -87.5413 valid_0's huber: 29.4871
[45] valid_0's poisson: -87.5496 valid_0's huber: 29.4798
[46] valid_0's poisson: -87.5579 valid_0's huber: 29.4725
[47] valid_0's poisson: -87.5662 valid_0's huber: 29.4651
[48] valid_0's poisson: -87.5746 valid_0's huber: 29.4578
[49] valid_0's poisson: -87.5828 valid_0's huber: 29.4505
[50] valid_0's poisson: -87.5911 valid_0's huber: 29.4432
[51] valid_0's poisson: -87.5995 valid_0's huber: 29.4359
[52] valid_0's poisson: -87.6077 valid_0's huber: 29.4285
[53] valid_0's poisson: -87.616 valid_0's huber: 29.4212
[54] valid_0's poisson: -87.6243 valid_0's huber: 29.4139
[55] valid_0's poisson: -87.6325 valid_0's huber: 29.4066
[56] valid_0's poisson: -87.6408 valid_0's huber: 29.3993
[57] valid_0's poisson: -87.6491 valid_0's huber: 29.392
[58] valid_0's poisson: -87.6574 valid_0's huber: 29.3846
[59] valid_0's poisson: -87.6657 valid_0's huber: 29.3773
[60] valid_0's poisson: -87.6739 valid_0's huber: 29.37
[61] valid_0's poisson: -87.6821 valid_0's huber: 29.3627
[62] valid_0's poisson: -87.6904 valid_0's huber: 29.3554
[63] valid_0's poisson: -87.6987 valid_0's huber: 29.3481
[64] valid_0's poisson: -87.7069 valid_0's huber: 29.3408
[65] valid_0's poisson: -87.7152 valid_0's huber: 29.3335
[66] valid_0's poisson: -87.7235 valid_0's huber: 29.3263
[67] valid_0's poisson: -87.7316 valid_0's huber: 29.319
[68] valid_0's poisson: -87.7399 valid_0's huber: 29.3117
[69] valid_0's poisson: -87.7482 valid_0's huber: 29.3044
[70] valid_0's poisson: -87.7564 valid_0's huber: 29.2971
[71] valid_0's poisson: -87.7646 valid_0's huber: 29.2898
[72] valid_0's poisson: -87.7729 valid_0's huber: 29.2825
[73] valid_0's poisson: -87.781 valid_0's huber: 29.2752
[74] valid_0's poisson: -87.7893 valid_0's huber: 29.268
[75] valid_0's poisson: -87.7976 valid_0's huber: 29.2607
[76] valid_0's poisson: -87.8057 valid_0's huber: 29.2534
[77] valid_0's poisson: -87.814 valid_0's huber: 29.2462
[78] valid_0's poisson: -87.8222 valid_0's huber: 29.2389
[79] valid_0's poisson: -87.8304 valid_0's huber: 29.2316
[80] valid_0's poisson: -87.8386 valid_0's huber: 29.2243
[81] valid_0's poisson: -87.8469 valid_0's huber: 29.2171
[82] valid_0's poisson: -87.855 valid_0's huber: 29.2098
[83] valid_0's poisson: -87.8633 valid_0's huber: 29.2026
[84] valid_0's poisson: -87.8715 valid_0's huber: 29.1953
[85] valid_0's poisson: -87.8796 valid_0's huber: 29.188
[86] valid_0's poisson: -87.8879 valid_0's huber: 29.1808
[87] valid_0's poisson: -87.8961 valid_0's huber: 29.1735
[88] valid_0's poisson: -87.9042 valid_0's huber: 29.1663
[89] valid_0's poisson: -87.9124 valid_0's huber: 29.159
[90] valid_0's poisson: -87.9206 valid_0's huber: 29.1518
[91] valid_0's poisson: -87.9287 valid_0's huber: 29.1445
[92] valid_0's poisson: -87.9369 valid_0's huber: 29.1373
[93] valid_0's poisson: -87.9451 valid_0's huber: 29.13
[94] valid_0's poisson: -87.9533 valid_0's huber: 29.1228
[95] valid_0's poisson: -87.9614 valid_0's huber: 29.1155
[96] valid_0's poisson: -87.9695 valid_0's huber: 29.1083
[97] valid_0's poisson: -87.9777 valid_0's huber: 29.1011
[98] valid_0's poisson: -87.9859 valid_0's huber: 29.0938
[99] valid_0's poisson: -87.994 valid_0's huber: 29.0866
[100] valid_0's poisson: -88.0022 valid_0's huber: 29.0794
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1825 valid_0's huber: 29.8022
[2] valid_0's poisson: -87.191 valid_0's huber: 29.7947
[3] valid_0's poisson: -87.1996 valid_0's huber: 29.7872
[4] valid_0's poisson: -87.2081 valid_0's huber: 29.7797
[5] valid_0's poisson: -87.2166 valid_0's huber: 29.7722
[6] valid_0's poisson: -87.2251 valid_0's huber: 29.7647
[7] valid_0's poisson: -87.2336 valid_0's huber: 29.7572
[8] valid_0's poisson: -87.2421 valid_0's huber: 29.7497
[9] valid_0's poisson: -87.2506 valid_0's huber: 29.7422
[10] valid_0's poisson: -87.2592 valid_0's huber: 29.7347
[11] valid_0's poisson: -87.2677 valid_0's huber: 29.7272
[12] valid_0's poisson: -87.2762 valid_0's huber: 29.7197
[13] valid_0's poisson: -87.2846 valid_0's huber: 29.7123
[14] valid_0's poisson: -87.2931 valid_0's huber: 29.7048
[15] valid_0's poisson: -87.3016 valid_0's huber: 29.6973
[16] valid_0's poisson: -87.3101 valid_0's huber: 29.6898
[17] valid_0's poisson: -87.3186 valid_0's huber: 29.6823
[18] valid_0's poisson: -87.3271 valid_0's huber: 29.6748
[19] valid_0's poisson: -87.3355 valid_0's huber: 29.6674
[20] valid_0's poisson: -87.344 valid_0's huber: 29.6599
[21] valid_0's poisson: -87.3525 valid_0's huber: 29.6524
[22] valid_0's poisson: -87.361 valid_0's huber: 29.645
[23] valid_0's poisson: -87.3694 valid_0's huber: 29.6375
[24] valid_0's poisson: -87.3779 valid_0's huber: 29.63
[25] valid_0's poisson: -87.3863 valid_0's huber: 29.6226
[26] valid_0's poisson: -87.3948 valid_0's huber: 29.6151
[27] valid_0's poisson: -87.4032 valid_0's huber: 29.6076
[28] valid_0's poisson: -87.4117 valid_0's huber: 29.6002
[29] valid_0's poisson: -87.4201 valid_0's huber: 29.5927
[30] valid_0's poisson: -87.4285 valid_0's huber: 29.5853
[31] valid_0's poisson: -87.437 valid_0's huber: 29.5778
[32] valid_0's poisson: -87.4454 valid_0's huber: 29.5703
[33] valid_0's poisson: -87.4538 valid_0's huber: 29.5629
[34] valid_0's poisson: -87.4622 valid_0's huber: 29.5555
[35] valid_0's poisson: -87.4707 valid_0's huber: 29.548
[36] valid_0's poisson: -87.4791 valid_0's huber: 29.5406
[37] valid_0's poisson: -87.4875 valid_0's huber: 29.5331
[38] valid_0's poisson: -87.4959 valid_0's huber: 29.5257
[39] valid_0's poisson: -87.5043 valid_0's huber: 29.5182
[40] valid_0's poisson: -87.5127 valid_0's huber: 29.5108
[41] valid_0's poisson: -87.5211 valid_0's huber: 29.5034
[42] valid_0's poisson: -87.5295 valid_0's huber: 29.4959
[43] valid_0's poisson: -87.5379 valid_0's huber: 29.4885
[44] valid_0's poisson: -87.5463 valid_0's huber: 29.4811
[45] valid_0's poisson: -87.5546 valid_0's huber: 29.4736
[46] valid_0's poisson: -87.563 valid_0's huber: 29.4662
[47] valid_0's poisson: -87.5714 valid_0's huber: 29.4588
[48] valid_0's poisson: -87.5798 valid_0's huber: 29.4514
[49] valid_0's poisson: -87.5881 valid_0's huber: 29.4439
[50] valid_0's poisson: -87.5965 valid_0's huber: 29.4365
[51] valid_0's poisson: -87.6048 valid_0's huber: 29.4291
[52] valid_0's poisson: -87.6132 valid_0's huber: 29.4217
[53] valid_0's poisson: -87.6216 valid_0's huber: 29.4143
[54] valid_0's poisson: -87.6299 valid_0's huber: 29.4069
[55] valid_0's poisson: -87.6383 valid_0's huber: 29.3995
[56] valid_0's poisson: -87.6466 valid_0's huber: 29.392
[57] valid_0's poisson: -87.6549 valid_0's huber: 29.3846
[58] valid_0's poisson: -87.6633 valid_0's huber: 29.3772
[59] valid_0's poisson: -87.6716 valid_0's huber: 29.3698
[60] valid_0's poisson: -87.6799 valid_0's huber: 29.3624
[61] valid_0's poisson: -87.6883 valid_0's huber: 29.355
[62] valid_0's poisson: -87.6966 valid_0's huber: 29.3476
[63] valid_0's poisson: -87.7049 valid_0's huber: 29.3402
[64] valid_0's poisson: -87.7132 valid_0's huber: 29.3328
[65] valid_0's poisson: -87.7215 valid_0's huber: 29.3254
[66] valid_0's poisson: -87.7298 valid_0's huber: 29.3181
[67] valid_0's poisson: -87.7381 valid_0's huber: 29.3107
[68] valid_0's poisson: -87.7464 valid_0's huber: 29.3033
[69] valid_0's poisson: -87.7547 valid_0's huber: 29.2959
[70] valid_0's poisson: -87.763 valid_0's huber: 29.2885
[71] valid_0's poisson: -87.7713 valid_0's huber: 29.2811
[72] valid_0's poisson: -87.7796 valid_0's huber: 29.2738
[73] valid_0's poisson: -87.7879 valid_0's huber: 29.2664
[74] valid_0's poisson: -87.7962 valid_0's huber: 29.259
[75] valid_0's poisson: -87.8045 valid_0's huber: 29.2516
[76] valid_0's poisson: -87.8127 valid_0's huber: 29.2443
[77] valid_0's poisson: -87.821 valid_0's huber: 29.2369
[78] valid_0's poisson: -87.8293 valid_0's huber: 29.2295
[79] valid_0's poisson: -87.8375 valid_0's huber: 29.2221
[80] valid_0's poisson: -87.8458 valid_0's huber: 29.2148
[81] valid_0's poisson: -87.8541 valid_0's huber: 29.2074
[82] valid_0's poisson: -87.8623 valid_0's huber: 29.2
[83] valid_0's poisson: -87.8706 valid_0's huber: 29.1927
[84] valid_0's poisson: -87.8788 valid_0's huber: 29.1853
[85] valid_0's poisson: -87.887 valid_0's huber: 29.178
[86] valid_0's poisson: -87.8953 valid_0's huber: 29.1706
[87] valid_0's poisson: -87.9035 valid_0's huber: 29.1633
[88] valid_0's poisson: -87.9118 valid_0's huber: 29.1559
[89] valid_0's poisson: -87.92 valid_0's huber: 29.1486
[90] valid_0's poisson: -87.9282 valid_0's huber: 29.1412
[91] valid_0's poisson: -87.9364 valid_0's huber: 29.1339
[92] valid_0's poisson: -87.9447 valid_0's huber: 29.1265
[93] valid_0's poisson: -87.9529 valid_0's huber: 29.1192
[94] valid_0's poisson: -87.9611 valid_0's huber: 29.1118
[95] valid_0's poisson: -87.9693 valid_0's huber: 29.1045
[96] valid_0's poisson: -87.9775 valid_0's huber: 29.0971
[97] valid_0's poisson: -87.9857 valid_0's huber: 29.0898
[98] valid_0's poisson: -87.9939 valid_0's huber: 29.0824
[99] valid_0's poisson: -88.0021 valid_0's huber: 29.0751
[100] valid_0's poisson: -88.0103 valid_0's huber: 29.0678
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.178 valid_0's huber: 29.8354
[2] valid_0's poisson: -87.1865 valid_0's huber: 29.8279
[3] valid_0's poisson: -87.1949 valid_0's huber: 29.8205
[4] valid_0's poisson: -87.2033 valid_0's huber: 29.813
[5] valid_0's poisson: -87.2118 valid_0's huber: 29.8055
[6] valid_0's poisson: -87.2202 valid_0's huber: 29.7981
[7] valid_0's poisson: -87.2286 valid_0's huber: 29.7906
[8] valid_0's poisson: -87.237 valid_0's huber: 29.7831
[9] valid_0's poisson: -87.2455 valid_0's huber: 29.7757
[10] valid_0's poisson: -87.2539 valid_0's huber: 29.7682
[11] valid_0's poisson: -87.2623 valid_0's huber: 29.7608
[12] valid_0's poisson: -87.2707 valid_0's huber: 29.7533
[13] valid_0's poisson: -87.2791 valid_0's huber: 29.7459
[14] valid_0's poisson: -87.2875 valid_0's huber: 29.7384
[15] valid_0's poisson: -87.2959 valid_0's huber: 29.731
[16] valid_0's poisson: -87.3043 valid_0's huber: 29.7235
[17] valid_0's poisson: -87.3127 valid_0's huber: 29.7161
[18] valid_0's poisson: -87.3211 valid_0's huber: 29.7086
[19] valid_0's poisson: -87.3295 valid_0's huber: 29.7012
[20] valid_0's poisson: -87.3379 valid_0's huber: 29.6937
[21] valid_0's poisson: -87.3463 valid_0's huber: 29.6863
[22] valid_0's poisson: -87.3546 valid_0's huber: 29.6788
[23] valid_0's poisson: -87.363 valid_0's huber: 29.6714
[24] valid_0's poisson: -87.3714 valid_0's huber: 29.664
[25] valid_0's poisson: -87.3797 valid_0's huber: 29.6565
[26] valid_0's poisson: -87.3881 valid_0's huber: 29.6491
[27] valid_0's poisson: -87.3965 valid_0's huber: 29.6417
[28] valid_0's poisson: -87.4048 valid_0's huber: 29.6343
[29] valid_0's poisson: -87.4132 valid_0's huber: 29.6268
[30] valid_0's poisson: -87.4215 valid_0's huber: 29.6194
[31] valid_0's poisson: -87.4299 valid_0's huber: 29.612
[32] valid_0's poisson: -87.4382 valid_0's huber: 29.6046
[33] valid_0's poisson: -87.4466 valid_0's huber: 29.5972
[34] valid_0's poisson: -87.4549 valid_0's huber: 29.5897
[35] valid_0's poisson: -87.4633 valid_0's huber: 29.5823
[36] valid_0's poisson: -87.4716 valid_0's huber: 29.5749
[37] valid_0's poisson: -87.4799 valid_0's huber: 29.5675
[38] valid_0's poisson: -87.4882 valid_0's huber: 29.5601
[39] valid_0's poisson: -87.4966 valid_0's huber: 29.5527
[40] valid_0's poisson: -87.5049 valid_0's huber: 29.5453
[41] valid_0's poisson: -87.5132 valid_0's huber: 29.5379
[42] valid_0's poisson: -87.5215 valid_0's huber: 29.5305
[43] valid_0's poisson: -87.5298 valid_0's huber: 29.5231
[44] valid_0's poisson: -87.5381 valid_0's huber: 29.5157
[45] valid_0's poisson: -87.5464 valid_0's huber: 29.5083
[46] valid_0's poisson: -87.5547 valid_0's huber: 29.5009
[47] valid_0's poisson: -87.563 valid_0's huber: 29.4935
[48] valid_0's poisson: -87.5713 valid_0's huber: 29.4861
[49] valid_0's poisson: -87.5796 valid_0's huber: 29.4787
[50] valid_0's poisson: -87.5879 valid_0's huber: 29.4714
[51] valid_0's poisson: -87.5962 valid_0's huber: 29.464
[52] valid_0's poisson: -87.6045 valid_0's huber: 29.4566
[53] valid_0's poisson: -87.6128 valid_0's huber: 29.4492
[54] valid_0's poisson: -87.621 valid_0's huber: 29.4418
[55] valid_0's poisson: -87.6293 valid_0's huber: 29.4345
[56] valid_0's poisson: -87.6376 valid_0's huber: 29.4271
[57] valid_0's poisson: -87.6458 valid_0's huber: 29.4197
[58] valid_0's poisson: -87.6541 valid_0's huber: 29.4124
[59] valid_0's poisson: -87.6624 valid_0's huber: 29.405
[60] valid_0's poisson: -87.6706 valid_0's huber: 29.3976
[61] valid_0's poisson: -87.6789 valid_0's huber: 29.3903
[62] valid_0's poisson: -87.6871 valid_0's huber: 29.3829
[63] valid_0's poisson: -87.6954 valid_0's huber: 29.3755
[64] valid_0's poisson: -87.7036 valid_0's huber: 29.3682
[65] valid_0's poisson: -87.7119 valid_0's huber: 29.3608
[66] valid_0's poisson: -87.7201 valid_0's huber: 29.3535
[67] valid_0's poisson: -87.7283 valid_0's huber: 29.3461
[68] valid_0's poisson: -87.7366 valid_0's huber: 29.3388
[69] valid_0's poisson: -87.7448 valid_0's huber: 29.3314
[70] valid_0's poisson: -87.753 valid_0's huber: 29.3241
[71] valid_0's poisson: -87.7612 valid_0's huber: 29.3167
[72] valid_0's poisson: -87.7694 valid_0's huber: 29.3094
[73] valid_0's poisson: -87.7777 valid_0's huber: 29.302
[74] valid_0's poisson: -87.7859 valid_0's huber: 29.2947
[75] valid_0's poisson: -87.7941 valid_0's huber: 29.2874
[76] valid_0's poisson: -87.8023 valid_0's huber: 29.28
[77] valid_0's poisson: -87.8105 valid_0's huber: 29.2727
[78] valid_0's poisson: -87.8187 valid_0's huber: 29.2654
[79] valid_0's poisson: -87.8269 valid_0's huber: 29.258
[80] valid_0's poisson: -87.8351 valid_0's huber: 29.2507
[81] valid_0's poisson: -87.8433 valid_0's huber: 29.2434
[82] valid_0's poisson: -87.8514 valid_0's huber: 29.2361
[83] valid_0's poisson: -87.8596 valid_0's huber: 29.2287
[84] valid_0's poisson: -87.8678 valid_0's huber: 29.2214
[85] valid_0's poisson: -87.876 valid_0's huber: 29.2141
[86] valid_0's poisson: -87.8842 valid_0's huber: 29.2068
[87] valid_0's poisson: -87.8923 valid_0's huber: 29.1995
[88] valid_0's poisson: -87.9005 valid_0's huber: 29.1922
[89] valid_0's poisson: -87.9087 valid_0's huber: 29.1848
[90] valid_0's poisson: -87.9168 valid_0's huber: 29.1775
[91] valid_0's poisson: -87.925 valid_0's huber: 29.1702
[92] valid_0's poisson: -87.9331 valid_0's huber: 29.1629
[93] valid_0's poisson: -87.9413 valid_0's huber: 29.1556
[94] valid_0's poisson: -87.9494 valid_0's huber: 29.1483
[95] valid_0's poisson: -87.9576 valid_0's huber: 29.141
[96] valid_0's poisson: -87.9657 valid_0's huber: 29.1337
[97] valid_0's poisson: -87.9739 valid_0's huber: 29.1264
[98] valid_0's poisson: -87.982 valid_0's huber: 29.1191
[99] valid_0's poisson: -87.9901 valid_0's huber: 29.1118
[100] valid_0's poisson: -87.9983 valid_0's huber: 29.1045
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1844 valid_0's huber: 29.7862
[2] valid_0's poisson: -87.1928 valid_0's huber: 29.7787
[3] valid_0's poisson: -87.2013 valid_0's huber: 29.7713
[4] valid_0's poisson: -87.2097 valid_0's huber: 29.7639
[5] valid_0's poisson: -87.2181 valid_0's huber: 29.7565
[6] valid_0's poisson: -87.2265 valid_0's huber: 29.7491
[7] valid_0's poisson: -87.2349 valid_0's huber: 29.7417
[8] valid_0's poisson: -87.2433 valid_0's huber: 29.7342
[9] valid_0's poisson: -87.2517 valid_0's huber: 29.7268
[10] valid_0's poisson: -87.2601 valid_0's huber: 29.7194
[11] valid_0's poisson: -87.2685 valid_0's huber: 29.712
[12] valid_0's poisson: -87.2768 valid_0's huber: 29.7046
[13] valid_0's poisson: -87.2852 valid_0's huber: 29.6972
[14] valid_0's poisson: -87.2936 valid_0's huber: 29.6898
[15] valid_0's poisson: -87.302 valid_0's huber: 29.6824
[16] valid_0's poisson: -87.3104 valid_0's huber: 29.675
[17] valid_0's poisson: -87.3187 valid_0's huber: 29.6676
[18] valid_0's poisson: -87.3271 valid_0's huber: 29.6602
[19] valid_0's poisson: -87.3355 valid_0's huber: 29.6528
[20] valid_0's poisson: -87.3438 valid_0's huber: 29.6454
[21] valid_0's poisson: -87.3522 valid_0's huber: 29.638
[22] valid_0's poisson: -87.3605 valid_0's huber: 29.6306
[23] valid_0's poisson: -87.3689 valid_0's huber: 29.6232
[24] valid_0's poisson: -87.3773 valid_0's huber: 29.6158
[25] valid_0's poisson: -87.3856 valid_0's huber: 29.6084
[26] valid_0's poisson: -87.3939 valid_0's huber: 29.601
[27] valid_0's poisson: -87.4023 valid_0's huber: 29.5937
[28] valid_0's poisson: -87.4106 valid_0's huber: 29.5863
[29] valid_0's poisson: -87.419 valid_0's huber: 29.5789
[30] valid_0's poisson: -87.4273 valid_0's huber: 29.5715
[31] valid_0's poisson: -87.4356 valid_0's huber: 29.5641
[32] valid_0's poisson: -87.4439 valid_0's huber: 29.5568
[33] valid_0's poisson: -87.4523 valid_0's huber: 29.5494
[34] valid_0's poisson: -87.4606 valid_0's huber: 29.542
[35] valid_0's poisson: -87.4689 valid_0's huber: 29.5347
[36] valid_0's poisson: -87.4772 valid_0's huber: 29.5273
[37] valid_0's poisson: -87.4855 valid_0's huber: 29.5199
[38] valid_0's poisson: -87.4938 valid_0's huber: 29.5126
[39] valid_0's poisson: -87.5021 valid_0's huber: 29.5052
[40] valid_0's poisson: -87.5104 valid_0's huber: 29.4978
[41] valid_0's poisson: -87.5187 valid_0's huber: 29.4905
[42] valid_0's poisson: -87.527 valid_0's huber: 29.4831
[43] valid_0's poisson: -87.5353 valid_0's huber: 29.4758
[44] valid_0's poisson: -87.5436 valid_0's huber: 29.4684
[45] valid_0's poisson: -87.5518 valid_0's huber: 29.4611
[46] valid_0's poisson: -87.5601 valid_0's huber: 29.4537
[47] valid_0's poisson: -87.5684 valid_0's huber: 29.4464
[48] valid_0's poisson: -87.5767 valid_0's huber: 29.439
[49] valid_0's poisson: -87.5849 valid_0's huber: 29.4317
[50] valid_0's poisson: -87.5932 valid_0's huber: 29.4244
[51] valid_0's poisson: -87.6015 valid_0's huber: 29.417
[52] valid_0's poisson: -87.6097 valid_0's huber: 29.4097
[53] valid_0's poisson: -87.618 valid_0's huber: 29.4024
[54] valid_0's poisson: -87.6262 valid_0's huber: 29.395
[55] valid_0's poisson: -87.6345 valid_0's huber: 29.3877
[56] valid_0's poisson: -87.6427 valid_0's huber: 29.3804
[57] valid_0's poisson: -87.6509 valid_0's huber: 29.373
[58] valid_0's poisson: -87.6592 valid_0's huber: 29.3657
[59] valid_0's poisson: -87.6674 valid_0's huber: 29.3584
[60] valid_0's poisson: -87.6756 valid_0's huber: 29.3511
[61] valid_0's poisson: -87.6839 valid_0's huber: 29.3438
[62] valid_0's poisson: -87.6921 valid_0's huber: 29.3364
[63] valid_0's poisson: -87.7003 valid_0's huber: 29.3291
[64] valid_0's poisson: -87.7085 valid_0's huber: 29.3218
[65] valid_0's poisson: -87.7167 valid_0's huber: 29.3145
[66] valid_0's poisson: -87.7249 valid_0's huber: 29.3072
[67] valid_0's poisson: -87.7331 valid_0's huber: 29.2999
[68] valid_0's poisson: -87.7413 valid_0's huber: 29.2926
[69] valid_0's poisson: -87.7495 valid_0's huber: 29.2853
[70] valid_0's poisson: -87.7577 valid_0's huber: 29.278
[71] valid_0's poisson: -87.7659 valid_0's huber: 29.2707
[72] valid_0's poisson: -87.7741 valid_0's huber: 29.2634
[73] valid_0's poisson: -87.7823 valid_0's huber: 29.2561
[74] valid_0's poisson: -87.7905 valid_0's huber: 29.2488
[75] valid_0's poisson: -87.7987 valid_0's huber: 29.2415
[76] valid_0's poisson: -87.8068 valid_0's huber: 29.2342
[77] valid_0's poisson: -87.815 valid_0's huber: 29.2269
[78] valid_0's poisson: -87.8232 valid_0's huber: 29.2197
[79] valid_0's poisson: -87.8313 valid_0's huber: 29.2124
[80] valid_0's poisson: -87.8395 valid_0's huber: 29.2051
[81] valid_0's poisson: -87.8477 valid_0's huber: 29.1978
[82] valid_0's poisson: -87.8558 valid_0's huber: 29.1905
[83] valid_0's poisson: -87.864 valid_0's huber: 29.1833
[84] valid_0's poisson: -87.8721 valid_0's huber: 29.176
[85] valid_0's poisson: -87.8803 valid_0's huber: 29.1687
[86] valid_0's poisson: -87.8884 valid_0's huber: 29.1614
[87] valid_0's poisson: -87.8965 valid_0's huber: 29.1542
[88] valid_0's poisson: -87.9047 valid_0's huber: 29.1469
[89] valid_0's poisson: -87.9128 valid_0's huber: 29.1396
[90] valid_0's poisson: -87.9209 valid_0's huber: 29.1324
[91] valid_0's poisson: -87.9291 valid_0's huber: 29.1251
[92] valid_0's poisson: -87.9372 valid_0's huber: 29.1179
[93] valid_0's poisson: -87.9453 valid_0's huber: 29.1106
[94] valid_0's poisson: -87.9534 valid_0's huber: 29.1034
[95] valid_0's poisson: -87.9615 valid_0's huber: 29.0961
[96] valid_0's poisson: -87.9696 valid_0's huber: 29.0889
[97] valid_0's poisson: -87.9777 valid_0's huber: 29.0816
[98] valid_0's poisson: -87.9858 valid_0's huber: 29.0744
[99] valid_0's poisson: -87.994 valid_0's huber: 29.0671
[100] valid_0's poisson: -88.0021 valid_0's huber: 29.0599
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1721 valid_0's huber: 29.8778
[2] valid_0's poisson: -87.1806 valid_0's huber: 29.8704
[3] valid_0's poisson: -87.1891 valid_0's huber: 29.8629
[4] valid_0's poisson: -87.1976 valid_0's huber: 29.8555
[5] valid_0's poisson: -87.2061 valid_0's huber: 29.8481
[6] valid_0's poisson: -87.2146 valid_0's huber: 29.8406
[7] valid_0's poisson: -87.2231 valid_0's huber: 29.8332
[8] valid_0's poisson: -87.2316 valid_0's huber: 29.8258
[9] valid_0's poisson: -87.2401 valid_0's huber: 29.8184
[10] valid_0's poisson: -87.2486 valid_0's huber: 29.8109
[11] valid_0's poisson: -87.257 valid_0's huber: 29.8035
[12] valid_0's poisson: -87.2655 valid_0's huber: 29.7961
[13] valid_0's poisson: -87.274 valid_0's huber: 29.7887
[14] valid_0's poisson: -87.2824 valid_0's huber: 29.7813
[15] valid_0's poisson: -87.2909 valid_0's huber: 29.7739
[16] valid_0's poisson: -87.2994 valid_0's huber: 29.7664
[17] valid_0's poisson: -87.3078 valid_0's huber: 29.759
[18] valid_0's poisson: -87.3163 valid_0's huber: 29.7516
[19] valid_0's poisson: -87.3247 valid_0's huber: 29.7442
[20] valid_0's poisson: -87.3332 valid_0's huber: 29.7368
[21] valid_0's poisson: -87.3416 valid_0's huber: 29.7294
[22] valid_0's poisson: -87.3501 valid_0's huber: 29.722
[23] valid_0's poisson: -87.3585 valid_0's huber: 29.7146
[24] valid_0's poisson: -87.3669 valid_0's huber: 29.7072
[25] valid_0's poisson: -87.3754 valid_0's huber: 29.6998
[26] valid_0's poisson: -87.3838 valid_0's huber: 29.6924
[27] valid_0's poisson: -87.3922 valid_0's huber: 29.685
[28] valid_0's poisson: -87.4006 valid_0's huber: 29.6776
[29] valid_0's poisson: -87.409 valid_0's huber: 29.6702
[30] valid_0's poisson: -87.4174 valid_0's huber: 29.6628
[31] valid_0's poisson: -87.4257 valid_0's huber: 29.6554
[32] valid_0's poisson: -87.4341 valid_0's huber: 29.648
[33] valid_0's poisson: -87.4424 valid_0's huber: 29.6406
[34] valid_0's poisson: -87.4508 valid_0's huber: 29.6332
[35] valid_0's poisson: -87.4591 valid_0's huber: 29.6258
[36] valid_0's poisson: -87.4675 valid_0's huber: 29.6185
[37] valid_0's poisson: -87.4758 valid_0's huber: 29.6111
[38] valid_0's poisson: -87.4842 valid_0's huber: 29.6037
[39] valid_0's poisson: -87.4925 valid_0's huber: 29.5963
[40] valid_0's poisson: -87.5008 valid_0's huber: 29.5889
[41] valid_0's poisson: -87.5091 valid_0's huber: 29.5816
[42] valid_0's poisson: -87.5175 valid_0's huber: 29.5742
[43] valid_0's poisson: -87.5259 valid_0's huber: 29.5668
[44] valid_0's poisson: -87.5341 valid_0's huber: 29.5595
[45] valid_0's poisson: -87.5425 valid_0's huber: 29.5521
[46] valid_0's poisson: -87.5508 valid_0's huber: 29.5447
[47] valid_0's poisson: -87.5591 valid_0's huber: 29.5374
[48] valid_0's poisson: -87.5674 valid_0's huber: 29.53
[49] valid_0's poisson: -87.5758 valid_0's huber: 29.5226
[50] valid_0's poisson: -87.5841 valid_0's huber: 29.5153
[51] valid_0's poisson: -87.5924 valid_0's huber: 29.5079
[52] valid_0's poisson: -87.6007 valid_0's huber: 29.5006
[53] valid_0's poisson: -87.609 valid_0's huber: 29.4932
[54] valid_0's poisson: -87.6173 valid_0's huber: 29.4859
[55] valid_0's poisson: -87.6255 valid_0's huber: 29.4785
[56] valid_0's poisson: -87.6339 valid_0's huber: 29.4712
[57] valid_0's poisson: -87.6422 valid_0's huber: 29.4638
[58] valid_0's poisson: -87.6504 valid_0's huber: 29.4565
[59] valid_0's poisson: -87.6587 valid_0's huber: 29.4491
[60] valid_0's poisson: -87.667 valid_0's huber: 29.4418
[61] valid_0's poisson: -87.6753 valid_0's huber: 29.4344
[62] valid_0's poisson: -87.6835 valid_0's huber: 29.4271
[63] valid_0's poisson: -87.6918 valid_0's huber: 29.4198
[64] valid_0's poisson: -87.7001 valid_0's huber: 29.4124
[65] valid_0's poisson: -87.7083 valid_0's huber: 29.4051
[66] valid_0's poisson: -87.7166 valid_0's huber: 29.3978
[67] valid_0's poisson: -87.7248 valid_0's huber: 29.3904
[68] valid_0's poisson: -87.7331 valid_0's huber: 29.3831
[69] valid_0's poisson: -87.7414 valid_0's huber: 29.3758
[70] valid_0's poisson: -87.7496 valid_0's huber: 29.3685
[71] valid_0's poisson: -87.7579 valid_0's huber: 29.3612
[72] valid_0's poisson: -87.7662 valid_0's huber: 29.3538
[73] valid_0's poisson: -87.7744 valid_0's huber: 29.3465
[74] valid_0's poisson: -87.7826 valid_0's huber: 29.3392
[75] valid_0's poisson: -87.7909 valid_0's huber: 29.3319
[76] valid_0's poisson: -87.7991 valid_0's huber: 29.3246
[77] valid_0's poisson: -87.8073 valid_0's huber: 29.3173
[78] valid_0's poisson: -87.8156 valid_0's huber: 29.31
[79] valid_0's poisson: -87.8238 valid_0's huber: 29.3027
[80] valid_0's poisson: -87.832 valid_0's huber: 29.2954
[81] valid_0's poisson: -87.8403 valid_0's huber: 29.2881
[82] valid_0's poisson: -87.8485 valid_0's huber: 29.2808
[83] valid_0's poisson: -87.8567 valid_0's huber: 29.2735
[84] valid_0's poisson: -87.8649 valid_0's huber: 29.2662
[85] valid_0's poisson: -87.8732 valid_0's huber: 29.2589
[86] valid_0's poisson: -87.8813 valid_0's huber: 29.2516
[87] valid_0's poisson: -87.8896 valid_0's huber: 29.2443
[88] valid_0's poisson: -87.8978 valid_0's huber: 29.237
[89] valid_0's poisson: -87.906 valid_0's huber: 29.2297
[90] valid_0's poisson: -87.9142 valid_0's huber: 29.2224
[91] valid_0's poisson: -87.9224 valid_0's huber: 29.2151
[92] valid_0's poisson: -87.9306 valid_0's huber: 29.2079
[93] valid_0's poisson: -87.9388 valid_0's huber: 29.2006
[94] valid_0's poisson: -87.947 valid_0's huber: 29.1933
[95] valid_0's poisson: -87.9552 valid_0's huber: 29.186
[96] valid_0's poisson: -87.9634 valid_0's huber: 29.1787
[97] valid_0's poisson: -87.9716 valid_0's huber: 29.1715
[98] valid_0's poisson: -87.9798 valid_0's huber: 29.1642
[99] valid_0's poisson: -87.988 valid_0's huber: 29.1569
[100] valid_0's poisson: -87.9961 valid_0's huber: 29.1496
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1845 valid_0's huber: 29.8028
[2] valid_0's poisson: -87.1953 valid_0's huber: 29.7938
[3] valid_0's poisson: -87.2061 valid_0's huber: 29.7849
[4] valid_0's poisson: -87.2168 valid_0's huber: 29.7759
[5] valid_0's poisson: -87.2276 valid_0's huber: 29.767
[6] valid_0's poisson: -87.2384 valid_0's huber: 29.758
[7] valid_0's poisson: -87.2491 valid_0's huber: 29.7491
[8] valid_0's poisson: -87.2599 valid_0's huber: 29.7401
[9] valid_0's poisson: -87.2707 valid_0's huber: 29.7312
[10] valid_0's poisson: -87.2814 valid_0's huber: 29.7222
[11] valid_0's poisson: -87.2922 valid_0's huber: 29.7132
[12] valid_0's poisson: -87.3029 valid_0's huber: 29.7043
[13] valid_0's poisson: -87.3137 valid_0's huber: 29.6953
[14] valid_0's poisson: -87.3244 valid_0's huber: 29.6864
[15] valid_0's poisson: -87.3351 valid_0's huber: 29.6774
[16] valid_0's poisson: -87.3459 valid_0's huber: 29.6685
[17] valid_0's poisson: -87.3566 valid_0's huber: 29.6596
[18] valid_0's poisson: -87.3673 valid_0's huber: 29.6506
[19] valid_0's poisson: -87.378 valid_0's huber: 29.6417
[20] valid_0's poisson: -87.3888 valid_0's huber: 29.6327
[21] valid_0's poisson: -87.3995 valid_0's huber: 29.6238
[22] valid_0's poisson: -87.4103 valid_0's huber: 29.6148
[23] valid_0's poisson: -87.4211 valid_0's huber: 29.6058
[24] valid_0's poisson: -87.432 valid_0's huber: 29.5968
[25] valid_0's poisson: -87.4428 valid_0's huber: 29.5879
[26] valid_0's poisson: -87.4536 valid_0's huber: 29.5789
[27] valid_0's poisson: -87.4644 valid_0's huber: 29.5699
[28] valid_0's poisson: -87.4752 valid_0's huber: 29.5609
[29] valid_0's poisson: -87.486 valid_0's huber: 29.552
[30] valid_0's poisson: -87.4968 valid_0's huber: 29.543
[31] valid_0's poisson: -87.5076 valid_0's huber: 29.534
[32] valid_0's poisson: -87.5184 valid_0's huber: 29.525
[33] valid_0's poisson: -87.5292 valid_0's huber: 29.5161
[34] valid_0's poisson: -87.54 valid_0's huber: 29.5071
[35] valid_0's poisson: -87.5508 valid_0's huber: 29.4982
[36] valid_0's poisson: -87.5615 valid_0's huber: 29.4892
[37] valid_0's poisson: -87.5723 valid_0's huber: 29.4802
[38] valid_0's poisson: -87.5831 valid_0's huber: 29.4713
[39] valid_0's poisson: -87.5938 valid_0's huber: 29.4623
[40] valid_0's poisson: -87.6046 valid_0's huber: 29.4534
[41] valid_0's poisson: -87.6153 valid_0's huber: 29.4444
[42] valid_0's poisson: -87.6261 valid_0's huber: 29.4355
[43] valid_0's poisson: -87.6368 valid_0's huber: 29.4265
[44] valid_0's poisson: -87.6476 valid_0's huber: 29.4176
[45] valid_0's poisson: -87.6583 valid_0's huber: 29.4086
[46] valid_0's poisson: -87.669 valid_0's huber: 29.3997
[47] valid_0's poisson: -87.6798 valid_0's huber: 29.3908
[48] valid_0's poisson: -87.6905 valid_0's huber: 29.3818
[49] valid_0's poisson: -87.7012 valid_0's huber: 29.3729
[50] valid_0's poisson: -87.7119 valid_0's huber: 29.3639
[51] valid_0's poisson: -87.7227 valid_0's huber: 29.355
[52] valid_0's poisson: -87.7334 valid_0's huber: 29.3461
[53] valid_0's poisson: -87.7441 valid_0's huber: 29.3372
[54] valid_0's poisson: -87.7548 valid_0's huber: 29.3282
[55] valid_0's poisson: -87.7655 valid_0's huber: 29.3193
[56] valid_0's poisson: -87.7762 valid_0's huber: 29.3104
[57] valid_0's poisson: -87.7868 valid_0's huber: 29.3015
[58] valid_0's poisson: -87.7975 valid_0's huber: 29.2926
[59] valid_0's poisson: -87.8082 valid_0's huber: 29.2836
[60] valid_0's poisson: -87.8189 valid_0's huber: 29.2747
[61] valid_0's poisson: -87.8296 valid_0's huber: 29.2658
[62] valid_0's poisson: -87.8402 valid_0's huber: 29.2569
[63] valid_0's poisson: -87.8509 valid_0's huber: 29.248
[64] valid_0's poisson: -87.8616 valid_0's huber: 29.2391
[65] valid_0's poisson: -87.8722 valid_0's huber: 29.2302
[66] valid_0's poisson: -87.8829 valid_0's huber: 29.2213
[67] valid_0's poisson: -87.8935 valid_0's huber: 29.2123
[68] valid_0's poisson: -87.9042 valid_0's huber: 29.2034
[69] valid_0's poisson: -87.9148 valid_0's huber: 29.1945
[70] valid_0's poisson: -87.9254 valid_0's huber: 29.1856
[71] valid_0's poisson: -87.9361 valid_0's huber: 29.1767
[72] valid_0's poisson: -87.9467 valid_0's huber: 29.1679
[73] valid_0's poisson: -87.9573 valid_0's huber: 29.159
[74] valid_0's poisson: -87.968 valid_0's huber: 29.1501
[75] valid_0's poisson: -87.9786 valid_0's huber: 29.1412
[76] valid_0's poisson: -87.9892 valid_0's huber: 29.1323
[77] valid_0's poisson: -87.9998 valid_0's huber: 29.1234
[78] valid_0's poisson: -88.0104 valid_0's huber: 29.1145
[79] valid_0's poisson: -88.021 valid_0's huber: 29.1056
[80] valid_0's poisson: -88.0316 valid_0's huber: 29.0967
[81] valid_0's poisson: -88.0422 valid_0's huber: 29.0878
[82] valid_0's poisson: -88.0528 valid_0's huber: 29.079
[83] valid_0's poisson: -88.0634 valid_0's huber: 29.0701
[84] valid_0's poisson: -88.074 valid_0's huber: 29.0612
[85] valid_0's poisson: -88.0845 valid_0's huber: 29.0523
[86] valid_0's poisson: -88.0951 valid_0's huber: 29.0435
[87] valid_0's poisson: -88.1057 valid_0's huber: 29.0346
[88] valid_0's poisson: -88.1162 valid_0's huber: 29.0257
[89] valid_0's poisson: -88.1268 valid_0's huber: 29.0168
[90] valid_0's poisson: -88.1373 valid_0's huber: 29.008
[91] valid_0's poisson: -88.1479 valid_0's huber: 28.9991
[92] valid_0's poisson: -88.1584 valid_0's huber: 28.9903
[93] valid_0's poisson: -88.1689 valid_0's huber: 28.9814
[94] valid_0's poisson: -88.1795 valid_0's huber: 28.9725
[95] valid_0's poisson: -88.19 valid_0's huber: 28.9637
[96] valid_0's poisson: -88.2005 valid_0's huber: 28.9548
[97] valid_0's poisson: -88.2111 valid_0's huber: 28.946
[98] valid_0's poisson: -88.2216 valid_0's huber: 28.9371
[99] valid_0's poisson: -88.2321 valid_0's huber: 28.9283
[100] valid_0's poisson: -88.2426 valid_0's huber: 28.9194
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1847 valid_0's huber: 29.8008
[2] valid_0's poisson: -87.1955 valid_0's huber: 29.7919
[3] valid_0's poisson: -87.2062 valid_0's huber: 29.7831
[4] valid_0's poisson: -87.217 valid_0's huber: 29.7742
[5] valid_0's poisson: -87.2278 valid_0's huber: 29.7653
[6] valid_0's poisson: -87.2385 valid_0's huber: 29.7564
[7] valid_0's poisson: -87.2492 valid_0's huber: 29.7476
[8] valid_0's poisson: -87.26 valid_0's huber: 29.7388
[9] valid_0's poisson: -87.2707 valid_0's huber: 29.7298
[10] valid_0's poisson: -87.2815 valid_0's huber: 29.721
[11] valid_0's poisson: -87.2922 valid_0's huber: 29.7121
[12] valid_0's poisson: -87.3029 valid_0's huber: 29.7033
[13] valid_0's poisson: -87.3137 valid_0's huber: 29.6944
[14] valid_0's poisson: -87.3244 valid_0's huber: 29.6855
[15] valid_0's poisson: -87.3351 valid_0's huber: 29.6767
[16] valid_0's poisson: -87.3458 valid_0's huber: 29.6678
[17] valid_0's poisson: -87.3565 valid_0's huber: 29.6589
[18] valid_0's poisson: -87.3672 valid_0's huber: 29.6501
[19] valid_0's poisson: -87.3779 valid_0's huber: 29.6412
[20] valid_0's poisson: -87.3886 valid_0's huber: 29.6324
[21] valid_0's poisson: -87.3994 valid_0's huber: 29.6235
[22] valid_0's poisson: -87.41 valid_0's huber: 29.6147
[23] valid_0's poisson: -87.4207 valid_0's huber: 29.6058
[24] valid_0's poisson: -87.4314 valid_0's huber: 29.597
[25] valid_0's poisson: -87.4421 valid_0's huber: 29.5882
[26] valid_0's poisson: -87.4527 valid_0's huber: 29.5793
[27] valid_0's poisson: -87.4634 valid_0's huber: 29.5705
[28] valid_0's poisson: -87.4741 valid_0's huber: 29.5616
[29] valid_0's poisson: -87.4847 valid_0's huber: 29.5528
[30] valid_0's poisson: -87.4954 valid_0's huber: 29.5439
[31] valid_0's poisson: -87.506 valid_0's huber: 29.5351
[32] valid_0's poisson: -87.5167 valid_0's huber: 29.5263
[33] valid_0's poisson: -87.5273 valid_0's huber: 29.5175
[34] valid_0's poisson: -87.538 valid_0's huber: 29.5086
[35] valid_0's poisson: -87.5486 valid_0's huber: 29.4998
[36] valid_0's poisson: -87.5592 valid_0's huber: 29.491
[37] valid_0's poisson: -87.5698 valid_0's huber: 29.4822
[38] valid_0's poisson: -87.5805 valid_0's huber: 29.4734
[39] valid_0's poisson: -87.5911 valid_0's huber: 29.4645
[40] valid_0's poisson: -87.6017 valid_0's huber: 29.4557
[41] valid_0's poisson: -87.6123 valid_0's huber: 29.4469
[42] valid_0's poisson: -87.6229 valid_0's huber: 29.4381
[43] valid_0's poisson: -87.6335 valid_0's huber: 29.4293
[44] valid_0's poisson: -87.6441 valid_0's huber: 29.4205
[45] valid_0's poisson: -87.6547 valid_0's huber: 29.4117
[46] valid_0's poisson: -87.6653 valid_0's huber: 29.4029
[47] valid_0's poisson: -87.6759 valid_0's huber: 29.3941
[48] valid_0's poisson: -87.6864 valid_0's huber: 29.3853
[49] valid_0's poisson: -87.697 valid_0's huber: 29.3765
[50] valid_0's poisson: -87.7076 valid_0's huber: 29.3677
[51] valid_0's poisson: -87.7182 valid_0's huber: 29.3589
[52] valid_0's poisson: -87.7287 valid_0's huber: 29.3501
[53] valid_0's poisson: -87.7393 valid_0's huber: 29.3413
[54] valid_0's poisson: -87.7498 valid_0's huber: 29.3325
[55] valid_0's poisson: -87.7604 valid_0's huber: 29.3238
[56] valid_0's poisson: -87.7709 valid_0's huber: 29.315
[57] valid_0's poisson: -87.7815 valid_0's huber: 29.3062
[58] valid_0's poisson: -87.792 valid_0's huber: 29.2975
[59] valid_0's poisson: -87.8025 valid_0's huber: 29.2886
[60] valid_0's poisson: -87.8131 valid_0's huber: 29.2799
[61] valid_0's poisson: -87.8236 valid_0's huber: 29.2711
[62] valid_0's poisson: -87.8341 valid_0's huber: 29.2623
[63] valid_0's poisson: -87.8447 valid_0's huber: 29.2535
[64] valid_0's poisson: -87.8552 valid_0's huber: 29.2448
[65] valid_0's poisson: -87.8657 valid_0's huber: 29.236
[66] valid_0's poisson: -87.8762 valid_0's huber: 29.2272
[67] valid_0's poisson: -87.8867 valid_0's huber: 29.2185
[68] valid_0's poisson: -87.8972 valid_0's huber: 29.2097
[69] valid_0's poisson: -87.9077 valid_0's huber: 29.201
[70] valid_0's poisson: -87.9182 valid_0's huber: 29.1922
[71] valid_0's poisson: -87.9287 valid_0's huber: 29.1835
[72] valid_0's poisson: -87.9391 valid_0's huber: 29.1747
[73] valid_0's poisson: -87.9496 valid_0's huber: 29.166
[74] valid_0's poisson: -87.9601 valid_0's huber: 29.1571
[75] valid_0's poisson: -87.9706 valid_0's huber: 29.1484
[76] valid_0's poisson: -87.981 valid_0's huber: 29.1397
[77] valid_0's poisson: -87.9915 valid_0's huber: 29.1309
[78] valid_0's poisson: -88.002 valid_0's huber: 29.1222
[79] valid_0's poisson: -88.0125 valid_0's huber: 29.1134
[80] valid_0's poisson: -88.0229 valid_0's huber: 29.1047
[81] valid_0's poisson: -88.0334 valid_0's huber: 29.0959
[82] valid_0's poisson: -88.0438 valid_0's huber: 29.0872
[83] valid_0's poisson: -88.0543 valid_0's huber: 29.0784
[84] valid_0's poisson: -88.0647 valid_0's huber: 29.0697
[85] valid_0's poisson: -88.0752 valid_0's huber: 29.0609
[86] valid_0's poisson: -88.0856 valid_0's huber: 29.0522
[87] valid_0's poisson: -88.096 valid_0's huber: 29.0434
[88] valid_0's poisson: -88.1064 valid_0's huber: 29.0347
[89] valid_0's poisson: -88.1168 valid_0's huber: 29.0261
[90] valid_0's poisson: -88.1273 valid_0's huber: 29.0173
[91] valid_0's poisson: -88.1376 valid_0's huber: 29.0086
[92] valid_0's poisson: -88.1481 valid_0's huber: 28.9998
[93] valid_0's poisson: -88.1584 valid_0's huber: 28.9911
[94] valid_0's poisson: -88.1689 valid_0's huber: 28.9824
[95] valid_0's poisson: -88.1792 valid_0's huber: 28.9737
[96] valid_0's poisson: -88.1896 valid_0's huber: 28.965
[97] valid_0's poisson: -88.2 valid_0's huber: 28.9563
[98] valid_0's poisson: -88.2104 valid_0's huber: 28.9476
[99] valid_0's poisson: -88.2208 valid_0's huber: 28.9388
[100] valid_0's poisson: -88.2311 valid_0's huber: 28.9302
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1804 valid_0's huber: 29.8338
[2] valid_0's poisson: -87.1912 valid_0's huber: 29.8248
[3] valid_0's poisson: -87.202 valid_0's huber: 29.8158
[4] valid_0's poisson: -87.2128 valid_0's huber: 29.8068
[5] valid_0's poisson: -87.2236 valid_0's huber: 29.7978
[6] valid_0's poisson: -87.2344 valid_0's huber: 29.7888
[7] valid_0's poisson: -87.2452 valid_0's huber: 29.7798
[8] valid_0's poisson: -87.256 valid_0's huber: 29.7708
[9] valid_0's poisson: -87.2668 valid_0's huber: 29.7617
[10] valid_0's poisson: -87.2776 valid_0's huber: 29.7527
[11] valid_0's poisson: -87.2884 valid_0's huber: 29.7437
[12] valid_0's poisson: -87.2991 valid_0's huber: 29.7348
[13] valid_0's poisson: -87.3099 valid_0's huber: 29.7258
[14] valid_0's poisson: -87.3207 valid_0's huber: 29.7168
[15] valid_0's poisson: -87.3314 valid_0's huber: 29.7078
[16] valid_0's poisson: -87.3422 valid_0's huber: 29.6988
[17] valid_0's poisson: -87.3529 valid_0's huber: 29.6898
[18] valid_0's poisson: -87.3637 valid_0's huber: 29.6808
[19] valid_0's poisson: -87.3744 valid_0's huber: 29.6718
[20] valid_0's poisson: -87.3852 valid_0's huber: 29.6628
[21] valid_0's poisson: -87.3959 valid_0's huber: 29.6538
[22] valid_0's poisson: -87.4066 valid_0's huber: 29.6449
[23] valid_0's poisson: -87.4174 valid_0's huber: 29.6359
[24] valid_0's poisson: -87.4281 valid_0's huber: 29.6269
[25] valid_0's poisson: -87.4388 valid_0's huber: 29.6179
[26] valid_0's poisson: -87.4495 valid_0's huber: 29.609
[27] valid_0's poisson: -87.4602 valid_0's huber: 29.6
[28] valid_0's poisson: -87.4709 valid_0's huber: 29.591
[29] valid_0's poisson: -87.4816 valid_0's huber: 29.5821
[30] valid_0's poisson: -87.4923 valid_0's huber: 29.5731
[31] valid_0's poisson: -87.503 valid_0's huber: 29.5641
[32] valid_0's poisson: -87.5137 valid_0's huber: 29.5552
[33] valid_0's poisson: -87.5244 valid_0's huber: 29.5462
[34] valid_0's poisson: -87.5351 valid_0's huber: 29.5372
[35] valid_0's poisson: -87.5457 valid_0's huber: 29.5283
[36] valid_0's poisson: -87.5564 valid_0's huber: 29.5193
[37] valid_0's poisson: -87.5671 valid_0's huber: 29.5104
[38] valid_0's poisson: -87.5777 valid_0's huber: 29.5014
[39] valid_0's poisson: -87.5884 valid_0's huber: 29.4925
[40] valid_0's poisson: -87.5991 valid_0's huber: 29.4835
[41] valid_0's poisson: -87.6097 valid_0's huber: 29.4746
[42] valid_0's poisson: -87.6204 valid_0's huber: 29.4657
[43] valid_0's poisson: -87.631 valid_0's huber: 29.4567
[44] valid_0's poisson: -87.6416 valid_0's huber: 29.4478
[45] valid_0's poisson: -87.6523 valid_0's huber: 29.4389
[46] valid_0's poisson: -87.6629 valid_0's huber: 29.4299
[47] valid_0's poisson: -87.6735 valid_0's huber: 29.421
[48] valid_0's poisson: -87.6842 valid_0's huber: 29.4121
[49] valid_0's poisson: -87.6948 valid_0's huber: 29.4031
[50] valid_0's poisson: -87.7054 valid_0's huber: 29.3942
[51] valid_0's poisson: -87.716 valid_0's huber: 29.3853
[52] valid_0's poisson: -87.7266 valid_0's huber: 29.3764
[53] valid_0's poisson: -87.7372 valid_0's huber: 29.3674
[54] valid_0's poisson: -87.7478 valid_0's huber: 29.3585
[55] valid_0's poisson: -87.7584 valid_0's huber: 29.3496
[56] valid_0's poisson: -87.769 valid_0's huber: 29.3407
[57] valid_0's poisson: -87.7796 valid_0's huber: 29.3318
[58] valid_0's poisson: -87.7901 valid_0's huber: 29.3229
[59] valid_0's poisson: -87.8007 valid_0's huber: 29.314
[60] valid_0's poisson: -87.8113 valid_0's huber: 29.3051
[61] valid_0's poisson: -87.8219 valid_0's huber: 29.2962
[62] valid_0's poisson: -87.8324 valid_0's huber: 29.2873
[63] valid_0's poisson: -87.843 valid_0's huber: 29.2783
[64] valid_0's poisson: -87.8535 valid_0's huber: 29.2694
[65] valid_0's poisson: -87.8641 valid_0's huber: 29.2606
[66] valid_0's poisson: -87.8746 valid_0's huber: 29.2517
[67] valid_0's poisson: -87.8852 valid_0's huber: 29.2428
[68] valid_0's poisson: -87.8957 valid_0's huber: 29.2339
[69] valid_0's poisson: -87.9063 valid_0's huber: 29.225
[70] valid_0's poisson: -87.9168 valid_0's huber: 29.2161
[71] valid_0's poisson: -87.9273 valid_0's huber: 29.2072
[72] valid_0's poisson: -87.9378 valid_0's huber: 29.1983
[73] valid_0's poisson: -87.9484 valid_0's huber: 29.1894
[74] valid_0's poisson: -87.9589 valid_0's huber: 29.1806
[75] valid_0's poisson: -87.9694 valid_0's huber: 29.1717
[76] valid_0's poisson: -87.9799 valid_0's huber: 29.1628
[77] valid_0's poisson: -87.9904 valid_0's huber: 29.1539
[78] valid_0's poisson: -88.0009 valid_0's huber: 29.1451
[79] valid_0's poisson: -88.0114 valid_0's huber: 29.1362
[80] valid_0's poisson: -88.0219 valid_0's huber: 29.1273
[81] valid_0's poisson: -88.0324 valid_0's huber: 29.1184
[82] valid_0's poisson: -88.0429 valid_0's huber: 29.1096
[83] valid_0's poisson: -88.0533 valid_0's huber: 29.1007
[84] valid_0's poisson: -88.0638 valid_0's huber: 29.0918
[85] valid_0's poisson: -88.0743 valid_0's huber: 29.083
[86] valid_0's poisson: -88.0848 valid_0's huber: 29.0741
[87] valid_0's poisson: -88.0952 valid_0's huber: 29.0653
[88] valid_0's poisson: -88.1057 valid_0's huber: 29.0564
[89] valid_0's poisson: -88.1161 valid_0's huber: 29.0475
[90] valid_0's poisson: -88.1266 valid_0's huber: 29.0387
[91] valid_0's poisson: -88.137 valid_0's huber: 29.0298
[92] valid_0's poisson: -88.1475 valid_0's huber: 29.021
[93] valid_0's poisson: -88.1579 valid_0's huber: 29.0121
[94] valid_0's poisson: -88.1684 valid_0's huber: 29.0033
[95] valid_0's poisson: -88.1788 valid_0's huber: 28.9945
[96] valid_0's poisson: -88.1892 valid_0's huber: 28.9856
[97] valid_0's poisson: -88.1996 valid_0's huber: 28.9768
[98] valid_0's poisson: -88.2101 valid_0's huber: 28.9679
[99] valid_0's poisson: -88.2205 valid_0's huber: 28.9591
[100] valid_0's poisson: -88.2309 valid_0's huber: 28.9503
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1868 valid_0's huber: 29.7846
[2] valid_0's poisson: -87.1977 valid_0's huber: 29.7757
[3] valid_0's poisson: -87.2085 valid_0's huber: 29.7667
[4] valid_0's poisson: -87.2193 valid_0's huber: 29.7577
[5] valid_0's poisson: -87.2301 valid_0's huber: 29.7488
[6] valid_0's poisson: -87.2409 valid_0's huber: 29.7398
[7] valid_0's poisson: -87.2517 valid_0's huber: 29.7309
[8] valid_0's poisson: -87.2625 valid_0's huber: 29.7219
[9] valid_0's poisson: -87.2733 valid_0's huber: 29.7129
[10] valid_0's poisson: -87.2841 valid_0's huber: 29.704
[11] valid_0's poisson: -87.2949 valid_0's huber: 29.695
[12] valid_0's poisson: -87.3057 valid_0's huber: 29.6861
[13] valid_0's poisson: -87.3164 valid_0's huber: 29.6771
[14] valid_0's poisson: -87.3272 valid_0's huber: 29.6682
[15] valid_0's poisson: -87.338 valid_0's huber: 29.6592
[16] valid_0's poisson: -87.3488 valid_0's huber: 29.6503
[17] valid_0's poisson: -87.3595 valid_0's huber: 29.6413
[18] valid_0's poisson: -87.3703 valid_0's huber: 29.6324
[19] valid_0's poisson: -87.381 valid_0's huber: 29.6235
[20] valid_0's poisson: -87.3918 valid_0's huber: 29.6145
[21] valid_0's poisson: -87.4025 valid_0's huber: 29.6056
[22] valid_0's poisson: -87.4133 valid_0's huber: 29.5966
[23] valid_0's poisson: -87.424 valid_0's huber: 29.5877
[24] valid_0's poisson: -87.4347 valid_0's huber: 29.5788
[25] valid_0's poisson: -87.4455 valid_0's huber: 29.5698
[26] valid_0's poisson: -87.4562 valid_0's huber: 29.5609
[27] valid_0's poisson: -87.4669 valid_0's huber: 29.552
[28] valid_0's poisson: -87.4776 valid_0's huber: 29.5431
[29] valid_0's poisson: -87.4883 valid_0's huber: 29.5341
[30] valid_0's poisson: -87.4991 valid_0's huber: 29.5252
[31] valid_0's poisson: -87.5098 valid_0's huber: 29.5163
[32] valid_0's poisson: -87.5205 valid_0's huber: 29.5074
[33] valid_0's poisson: -87.5312 valid_0's huber: 29.4985
[34] valid_0's poisson: -87.5418 valid_0's huber: 29.4895
[35] valid_0's poisson: -87.5525 valid_0's huber: 29.4806
[36] valid_0's poisson: -87.5632 valid_0's huber: 29.4717
[37] valid_0's poisson: -87.5739 valid_0's huber: 29.4628
[38] valid_0's poisson: -87.5846 valid_0's huber: 29.4539
[39] valid_0's poisson: -87.5952 valid_0's huber: 29.445
[40] valid_0's poisson: -87.6059 valid_0's huber: 29.4361
[41] valid_0's poisson: -87.6166 valid_0's huber: 29.4272
[42] valid_0's poisson: -87.6272 valid_0's huber: 29.4183
[43] valid_0's poisson: -87.6379 valid_0's huber: 29.4094
[44] valid_0's poisson: -87.6485 valid_0's huber: 29.4005
[45] valid_0's poisson: -87.6592 valid_0's huber: 29.3916
[46] valid_0's poisson: -87.6698 valid_0's huber: 29.3827
[47] valid_0's poisson: -87.6804 valid_0's huber: 29.3738
[48] valid_0's poisson: -87.6911 valid_0's huber: 29.3649
[49] valid_0's poisson: -87.7017 valid_0's huber: 29.356
[50] valid_0's poisson: -87.7123 valid_0's huber: 29.3472
[51] valid_0's poisson: -87.7229 valid_0's huber: 29.3383
[52] valid_0's poisson: -87.7335 valid_0's huber: 29.3294
[53] valid_0's poisson: -87.7441 valid_0's huber: 29.3205
[54] valid_0's poisson: -87.7547 valid_0's huber: 29.3116
[55] valid_0's poisson: -87.7653 valid_0's huber: 29.3028
[56] valid_0's poisson: -87.7759 valid_0's huber: 29.2939
[57] valid_0's poisson: -87.7865 valid_0's huber: 29.285
[58] valid_0's poisson: -87.7971 valid_0's huber: 29.2762
[59] valid_0's poisson: -87.8077 valid_0's huber: 29.2673
[60] valid_0's poisson: -87.8183 valid_0's huber: 29.2584
[61] valid_0's poisson: -87.8289 valid_0's huber: 29.2496
[62] valid_0's poisson: -87.8394 valid_0's huber: 29.2407
[63] valid_0's poisson: -87.85 valid_0's huber: 29.2318
[64] valid_0's poisson: -87.8605 valid_0's huber: 29.223
[65] valid_0's poisson: -87.8711 valid_0's huber: 29.2141
[66] valid_0's poisson: -87.8817 valid_0's huber: 29.2053
[67] valid_0's poisson: -87.8922 valid_0's huber: 29.1964
[68] valid_0's poisson: -87.9027 valid_0's huber: 29.1876
[69] valid_0's poisson: -87.9133 valid_0's huber: 29.1787
[70] valid_0's poisson: -87.9238 valid_0's huber: 29.1699
[71] valid_0's poisson: -87.9344 valid_0's huber: 29.161
[72] valid_0's poisson: -87.9449 valid_0's huber: 29.1522
[73] valid_0's poisson: -87.9554 valid_0's huber: 29.1433
[74] valid_0's poisson: -87.9659 valid_0's huber: 29.1345
[75] valid_0's poisson: -87.9764 valid_0's huber: 29.1257
[76] valid_0's poisson: -87.987 valid_0's huber: 29.1168
[77] valid_0's poisson: -87.9975 valid_0's huber: 29.108
[78] valid_0's poisson: -88.008 valid_0's huber: 29.0992
[79] valid_0's poisson: -88.0185 valid_0's huber: 29.0904
[80] valid_0's poisson: -88.029 valid_0's huber: 29.0815
[81] valid_0's poisson: -88.0395 valid_0's huber: 29.0727
[82] valid_0's poisson: -88.05 valid_0's huber: 29.0639
[83] valid_0's poisson: -88.0604 valid_0's huber: 29.0551
[84] valid_0's poisson: -88.0709 valid_0's huber: 29.0463
[85] valid_0's poisson: -88.0814 valid_0's huber: 29.0375
[86] valid_0's poisson: -88.0919 valid_0's huber: 29.0287
[87] valid_0's poisson: -88.1023 valid_0's huber: 29.0199
[88] valid_0's poisson: -88.1128 valid_0's huber: 29.0111
[89] valid_0's poisson: -88.1233 valid_0's huber: 29.0023
[90] valid_0's poisson: -88.1337 valid_0's huber: 28.9934
[91] valid_0's poisson: -88.1442 valid_0's huber: 28.9846
[92] valid_0's poisson: -88.1546 valid_0's huber: 28.9758
[93] valid_0's poisson: -88.165 valid_0's huber: 28.967
[94] valid_0's poisson: -88.1755 valid_0's huber: 28.9582
[95] valid_0's poisson: -88.1859 valid_0's huber: 28.9494
[96] valid_0's poisson: -88.1963 valid_0's huber: 28.9406
[97] valid_0's poisson: -88.2068 valid_0's huber: 28.9318
[98] valid_0's poisson: -88.2172 valid_0's huber: 28.9231
[99] valid_0's poisson: -88.2276 valid_0's huber: 28.9143
[100] valid_0's poisson: -88.238 valid_0's huber: 28.9055
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1745 valid_0's huber: 29.8762
[2] valid_0's poisson: -87.1853 valid_0's huber: 29.8671
[3] valid_0's poisson: -87.1962 valid_0's huber: 29.8581
[4] valid_0's poisson: -87.207 valid_0's huber: 29.849
[5] valid_0's poisson: -87.2179 valid_0's huber: 29.84
[6] valid_0's poisson: -87.2287 valid_0's huber: 29.831
[7] valid_0's poisson: -87.2395 valid_0's huber: 29.8219
[8] valid_0's poisson: -87.2504 valid_0's huber: 29.8129
[9] valid_0's poisson: -87.2612 valid_0's huber: 29.8038
[10] valid_0's poisson: -87.272 valid_0's huber: 29.7948
[11] valid_0's poisson: -87.2828 valid_0's huber: 29.7858
[12] valid_0's poisson: -87.2937 valid_0's huber: 29.7767
[13] valid_0's poisson: -87.3045 valid_0's huber: 29.7677
[14] valid_0's poisson: -87.3153 valid_0's huber: 29.7587
[15] valid_0's poisson: -87.326 valid_0's huber: 29.7497
[16] valid_0's poisson: -87.3368 valid_0's huber: 29.7406
[17] valid_0's poisson: -87.3476 valid_0's huber: 29.7317
[18] valid_0's poisson: -87.3583 valid_0's huber: 29.7226
[19] valid_0's poisson: -87.3691 valid_0's huber: 29.7136
[20] valid_0's poisson: -87.3799 valid_0's huber: 29.7046
[21] valid_0's poisson: -87.3906 valid_0's huber: 29.6956
[22] valid_0's poisson: -87.4013 valid_0's huber: 29.6866
[23] valid_0's poisson: -87.4121 valid_0's huber: 29.6776
[24] valid_0's poisson: -87.4228 valid_0's huber: 29.6686
[25] valid_0's poisson: -87.4336 valid_0's huber: 29.6596
[26] valid_0's poisson: -87.4443 valid_0's huber: 29.6506
[27] valid_0's poisson: -87.455 valid_0's huber: 29.6416
[28] valid_0's poisson: -87.4657 valid_0's huber: 29.6327
[29] valid_0's poisson: -87.4765 valid_0's huber: 29.6237
[30] valid_0's poisson: -87.4872 valid_0's huber: 29.6147
[31] valid_0's poisson: -87.4979 valid_0's huber: 29.6057
[32] valid_0's poisson: -87.5086 valid_0's huber: 29.5967
[33] valid_0's poisson: -87.5193 valid_0's huber: 29.5878
[34] valid_0's poisson: -87.53 valid_0's huber: 29.5788
[35] valid_0's poisson: -87.5407 valid_0's huber: 29.5698
[36] valid_0's poisson: -87.5514 valid_0's huber: 29.5608
[37] valid_0's poisson: -87.5621 valid_0's huber: 29.5518
[38] valid_0's poisson: -87.5728 valid_0's huber: 29.5429
[39] valid_0's poisson: -87.5835 valid_0's huber: 29.5339
[40] valid_0's poisson: -87.5941 valid_0's huber: 29.5249
[41] valid_0's poisson: -87.6048 valid_0's huber: 29.516
[42] valid_0's poisson: -87.6155 valid_0's huber: 29.507
[43] valid_0's poisson: -87.6262 valid_0's huber: 29.498
[44] valid_0's poisson: -87.6368 valid_0's huber: 29.4891
[45] valid_0's poisson: -87.6475 valid_0's huber: 29.4801
[46] valid_0's poisson: -87.6581 valid_0's huber: 29.4712
[47] valid_0's poisson: -87.6688 valid_0's huber: 29.4622
[48] valid_0's poisson: -87.6795 valid_0's huber: 29.4533
[49] valid_0's poisson: -87.6901 valid_0's huber: 29.4443
[50] valid_0's poisson: -87.7008 valid_0's huber: 29.4353
[51] valid_0's poisson: -87.7114 valid_0's huber: 29.4264
[52] valid_0's poisson: -87.722 valid_0's huber: 29.4175
[53] valid_0's poisson: -87.7326 valid_0's huber: 29.4085
[54] valid_0's poisson: -87.7433 valid_0's huber: 29.3996
[55] valid_0's poisson: -87.7539 valid_0's huber: 29.3906
[56] valid_0's poisson: -87.7645 valid_0's huber: 29.3817
[57] valid_0's poisson: -87.7751 valid_0's huber: 29.3728
[58] valid_0's poisson: -87.7857 valid_0's huber: 29.3638
[59] valid_0's poisson: -87.7963 valid_0's huber: 29.3549
[60] valid_0's poisson: -87.807 valid_0's huber: 29.346
[61] valid_0's poisson: -87.8175 valid_0's huber: 29.3371
[62] valid_0's poisson: -87.8281 valid_0's huber: 29.3281
[63] valid_0's poisson: -87.8387 valid_0's huber: 29.3192
[64] valid_0's poisson: -87.8493 valid_0's huber: 29.3103
[65] valid_0's poisson: -87.8599 valid_0's huber: 29.3014
[66] valid_0's poisson: -87.8704 valid_0's huber: 29.2925
[67] valid_0's poisson: -87.881 valid_0's huber: 29.2836
[68] valid_0's poisson: -87.8916 valid_0's huber: 29.2747
[69] valid_0's poisson: -87.9022 valid_0's huber: 29.2658
[70] valid_0's poisson: -87.9127 valid_0's huber: 29.2569
[71] valid_0's poisson: -87.9233 valid_0's huber: 29.248
[72] valid_0's poisson: -87.9339 valid_0's huber: 29.2391
[73] valid_0's poisson: -87.9444 valid_0's huber: 29.2302
[74] valid_0's poisson: -87.955 valid_0's huber: 29.2213
[75] valid_0's poisson: -87.9655 valid_0's huber: 29.2124
[76] valid_0's poisson: -87.9761 valid_0's huber: 29.2035
[77] valid_0's poisson: -87.9866 valid_0's huber: 29.1946
[78] valid_0's poisson: -87.9971 valid_0's huber: 29.1857
[79] valid_0's poisson: -88.0077 valid_0's huber: 29.1768
[80] valid_0's poisson: -88.0182 valid_0's huber: 29.1679
[81] valid_0's poisson: -88.0287 valid_0's huber: 29.159
[82] valid_0's poisson: -88.0392 valid_0's huber: 29.1502
[83] valid_0's poisson: -88.0498 valid_0's huber: 29.1413
[84] valid_0's poisson: -88.0603 valid_0's huber: 29.1324
[85] valid_0's poisson: -88.0708 valid_0's huber: 29.1235
[86] valid_0's poisson: -88.0813 valid_0's huber: 29.1146
[87] valid_0's poisson: -88.0918 valid_0's huber: 29.1058
[88] valid_0's poisson: -88.1023 valid_0's huber: 29.0969
[89] valid_0's poisson: -88.1128 valid_0's huber: 29.088
[90] valid_0's poisson: -88.1233 valid_0's huber: 29.0791
[91] valid_0's poisson: -88.1337 valid_0's huber: 29.0703
[92] valid_0's poisson: -88.1442 valid_0's huber: 29.0614
[93] valid_0's poisson: -88.1547 valid_0's huber: 29.0525
[94] valid_0's poisson: -88.1652 valid_0's huber: 29.0437
[95] valid_0's poisson: -88.1757 valid_0's huber: 29.0348
[96] valid_0's poisson: -88.1861 valid_0's huber: 29.026
[97] valid_0's poisson: -88.1966 valid_0's huber: 29.0171
[98] valid_0's poisson: -88.207 valid_0's huber: 29.0082
[99] valid_0's poisson: -88.2175 valid_0's huber: 28.9993
[100] valid_0's poisson: -88.228 valid_0's huber: 28.9905
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3383 valid_0's huber: 29.6765
[2] valid_0's poisson: -87.502 valid_0's huber: 29.5416
[3] valid_0's poisson: -87.6647 valid_0's huber: 29.4072
[4] valid_0's poisson: -87.8264 valid_0's huber: 29.2734
[5] valid_0's poisson: -87.9871 valid_0's huber: 29.14
[6] valid_0's poisson: -88.1468 valid_0's huber: 29.007
[7] valid_0's poisson: -88.3056 valid_0's huber: 28.8748
[8] valid_0's poisson: -88.4635 valid_0's huber: 28.743
[9] valid_0's poisson: -88.6197 valid_0's huber: 28.6128
[10] valid_0's poisson: -88.775 valid_0's huber: 28.4831
[11] valid_0's poisson: -88.9294 valid_0's huber: 28.3539
[12] valid_0's poisson: -89.0828 valid_0's huber: 28.2251
[13] valid_0's poisson: -89.2353 valid_0's huber: 28.0969
[14] valid_0's poisson: -89.3875 valid_0's huber: 27.9684
[15] valid_0's poisson: -89.5382 valid_0's huber: 27.8411
[16] valid_0's poisson: -89.6885 valid_0's huber: 27.7135
[17] valid_0's poisson: -89.8378 valid_0's huber: 27.5864
[18] valid_0's poisson: -89.9868 valid_0's huber: 27.4591
[19] valid_0's poisson: -90.1345 valid_0's huber: 27.3328
[20] valid_0's poisson: -90.2817 valid_0's huber: 27.2063
[21] valid_0's poisson: -90.4277 valid_0's huber: 27.081
[22] valid_0's poisson: -90.5733 valid_0's huber: 26.9554
[23] valid_0's poisson: -90.7172 valid_0's huber: 26.8312
[24] valid_0's poisson: -90.8607 valid_0's huber: 26.7071
[25] valid_0's poisson: -91.0033 valid_0's huber: 26.5834
[26] valid_0's poisson: -91.1453 valid_0's huber: 26.4597
[27] valid_0's poisson: -91.285 valid_0's huber: 26.3377
[28] valid_0's poisson: -91.4257 valid_0's huber: 26.2151
[29] valid_0's poisson: -91.5658 valid_0's huber: 26.092
[30] valid_0's poisson: -91.7056 valid_0's huber: 25.9699
[31] valid_0's poisson: -91.8447 valid_0's huber: 25.8483
[32] valid_0's poisson: -91.9823 valid_0's huber: 25.7271
[33] valid_0's poisson: -92.1196 valid_0's huber: 25.6066
[34] valid_0's poisson: -92.2576 valid_0's huber: 25.4851
[35] valid_0's poisson: -92.3934 valid_0's huber: 25.3642
[36] valid_0's poisson: -92.5283 valid_0's huber: 25.244
[37] valid_0's poisson: -92.6635 valid_0's huber: 25.1245
[38] valid_0's poisson: -92.7967 valid_0's huber: 25.0053
[39] valid_0's poisson: -92.9297 valid_0's huber: 24.8866
[40] valid_0's poisson: -93.0618 valid_0's huber: 24.7683
[41] valid_0's poisson: -93.1922 valid_0's huber: 24.6522
[42] valid_0's poisson: -93.3227 valid_0's huber: 24.5348
[43] valid_0's poisson: -93.4525 valid_0's huber: 24.4179
[44] valid_0's poisson: -93.5804 valid_0's huber: 24.3037
[45] valid_0's poisson: -93.7084 valid_0's huber: 24.1877
[46] valid_0's poisson: -93.8358 valid_0's huber: 24.0723
[47] valid_0's poisson: -93.9612 valid_0's huber: 23.9594
[48] valid_0's poisson: -94.088 valid_0's huber: 23.8442
[49] valid_0's poisson: -94.2141 valid_0's huber: 23.7295
[50] valid_0's poisson: -94.3378 valid_0's huber: 23.6176
[51] valid_0's poisson: -94.4612 valid_0's huber: 23.5045
[52] valid_0's poisson: -94.5848 valid_0's huber: 23.3911
[53] valid_0's poisson: -94.7061 valid_0's huber: 23.2807
[54] valid_0's poisson: -94.8279 valid_0's huber: 23.1691
[55] valid_0's poisson: -94.9489 valid_0's huber: 23.0585
[56] valid_0's poisson: -95.0692 valid_0's huber: 22.9478
[57] valid_0's poisson: -95.1889 valid_0's huber: 22.8376
[58] valid_0's poisson: -95.3076 valid_0's huber: 22.7283
[59] valid_0's poisson: -95.4255 valid_0's huber: 22.6192
[60] valid_0's poisson: -95.5427 valid_0's huber: 22.511
[61] valid_0's poisson: -95.6591 valid_0's huber: 22.4031
[62] valid_0's poisson: -95.7751 valid_0's huber: 22.2952
[63] valid_0's poisson: -95.89 valid_0's huber: 22.1883
[64] valid_0's poisson: -96.0055 valid_0's huber: 22.0798
[65] valid_0's poisson: -96.1196 valid_0's huber: 21.9721
[66] valid_0's poisson: -96.2319 valid_0's huber: 21.8663
[67] valid_0's poisson: -96.3448 valid_0's huber: 21.7595
[68] valid_0's poisson: -96.4572 valid_0's huber: 21.6537
[69] valid_0's poisson: -96.5656 valid_0's huber: 21.5502
[70] valid_0's poisson: -96.6732 valid_0's huber: 21.4474
[71] valid_0's poisson: -96.783 valid_0's huber: 21.3437
[72] valid_0's poisson: -96.8901 valid_0's huber: 21.241
[73] valid_0's poisson: -96.9975 valid_0's huber: 21.1384
[74] valid_0's poisson: -97.1055 valid_0's huber: 21.036
[75] valid_0's poisson: -97.2117 valid_0's huber: 20.9338
[76] valid_0's poisson: -97.3188 valid_0's huber: 20.832
[77] valid_0's poisson: -97.4237 valid_0's huber: 20.7308
[78] valid_0's poisson: -97.5278 valid_0's huber: 20.6301
[79] valid_0's poisson: -97.633 valid_0's huber: 20.5298
[80] valid_0's poisson: -97.7361 valid_0's huber: 20.4297
[81] valid_0's poisson: -97.8399 valid_0's huber: 20.3304
[82] valid_0's poisson: -97.9444 valid_0's huber: 20.23
[83] valid_0's poisson: -98.0465 valid_0's huber: 20.132
[84] valid_0's poisson: -98.1485 valid_0's huber: 20.0326
[85] valid_0's poisson: -98.2514 valid_0's huber: 19.9332
[86] valid_0's poisson: -98.3523 valid_0's huber: 19.8363
[87] valid_0's poisson: -98.4538 valid_0's huber: 19.738
[88] valid_0's poisson: -98.5543 valid_0's huber: 19.6394
[89] valid_0's poisson: -98.6546 valid_0's huber: 19.5417
[90] valid_0's poisson: -98.7541 valid_0's huber: 19.4446
[91] valid_0's poisson: -98.8525 valid_0's huber: 19.3475
[92] valid_0's poisson: -98.9504 valid_0's huber: 19.2516
[93] valid_0's poisson: -99.0473 valid_0's huber: 19.1555
[94] valid_0's poisson: -99.1432 valid_0's huber: 19.0602
[95] valid_0's poisson: -99.2388 valid_0's huber: 18.9659
[96] valid_0's poisson: -99.333 valid_0's huber: 18.8718
[97] valid_0's poisson: -99.4272 valid_0's huber: 18.7786
[98] valid_0's poisson: -99.5211 valid_0's huber: 18.6863
[99] valid_0's poisson: -99.6128 valid_0's huber: 18.5945
[100] valid_0's poisson: -99.7059 valid_0's huber: 18.5025
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3322 valid_0's huber: 29.676
[2] valid_0's poisson: -87.4895 valid_0's huber: 29.5428
[3] valid_0's poisson: -87.6496 valid_0's huber: 29.4108
[4] valid_0's poisson: -87.8089 valid_0's huber: 29.2791
[5] valid_0's poisson: -87.9669 valid_0's huber: 29.148
[6] valid_0's poisson: -88.1242 valid_0's huber: 29.0172
[7] valid_0's poisson: -88.2805 valid_0's huber: 28.8869
[8] valid_0's poisson: -88.4358 valid_0's huber: 28.7569
[9] valid_0's poisson: -88.5902 valid_0's huber: 28.6274
[10] valid_0's poisson: -88.7399 valid_0's huber: 28.494
[11] valid_0's poisson: -88.8962 valid_0's huber: 28.3619
[12] valid_0's poisson: -89.0524 valid_0's huber: 28.2298
[13] valid_0's poisson: -89.2076 valid_0's huber: 28.0983
[14] valid_0's poisson: -89.3618 valid_0's huber: 27.9673
[15] valid_0's poisson: -89.5152 valid_0's huber: 27.8367
[16] valid_0's poisson: -89.6678 valid_0's huber: 27.7064
[17] valid_0's poisson: -89.8192 valid_0's huber: 27.5769
[18] valid_0's poisson: -89.97 valid_0's huber: 27.4474
[19] valid_0's poisson: -90.1197 valid_0's huber: 27.3187
[20] valid_0's poisson: -90.2686 valid_0's huber: 27.1902
[21] valid_0's poisson: -90.4166 valid_0's huber: 27.0622
[22] valid_0's poisson: -90.5631 valid_0's huber: 26.9351
[23] valid_0's poisson: -90.7094 valid_0's huber: 26.808
[24] valid_0's poisson: -90.8544 valid_0's huber: 26.6819
[25] valid_0's poisson: -90.9989 valid_0's huber: 26.5559
[26] valid_0's poisson: -91.1419 valid_0's huber: 26.4314
[27] valid_0's poisson: -91.2844 valid_0's huber: 26.307
[28] valid_0's poisson: -91.4262 valid_0's huber: 26.1832
[29] valid_0's poisson: -91.5667 valid_0's huber: 26.0604
[30] valid_0's poisson: -91.7066 valid_0's huber: 25.9377
[31] valid_0's poisson: -91.8455 valid_0's huber: 25.8159
[32] valid_0's poisson: -91.9832 valid_0's huber: 25.694
[33] valid_0's poisson: -92.1201 valid_0's huber: 25.5727
[34] valid_0's poisson: -92.2557 valid_0's huber: 25.4523
[35] valid_0's poisson: -92.3921 valid_0's huber: 25.3312
[36] valid_0's poisson: -92.5271 valid_0's huber: 25.2111
[37] valid_0's poisson: -92.6619 valid_0's huber: 25.0914
[38] valid_0's poisson: -92.7959 valid_0's huber: 24.9721
[39] valid_0's poisson: -92.9286 valid_0's huber: 24.8534
[40] valid_0's poisson: -93.0608 valid_0's huber: 24.7351
[41] valid_0's poisson: -93.1919 valid_0's huber: 24.6174
[42] valid_0's poisson: -93.323 valid_0's huber: 24.5002
[43] valid_0's poisson: -93.4525 valid_0's huber: 24.3832
[44] valid_0's poisson: -93.582 valid_0's huber: 24.2669
[45] valid_0's poisson: -93.7107 valid_0's huber: 24.1507
[46] valid_0's poisson: -93.8377 valid_0's huber: 24.0352
[47] valid_0's poisson: -93.9646 valid_0's huber: 23.92
[48] valid_0's poisson: -94.0896 valid_0's huber: 23.8059
[49] valid_0's poisson: -94.2153 valid_0's huber: 23.6913
[50] valid_0's poisson: -94.3388 valid_0's huber: 23.5784
[51] valid_0's poisson: -94.462 valid_0's huber: 23.4654
[52] valid_0's poisson: -94.5853 valid_0's huber: 23.3525
[53] valid_0's poisson: -94.7067 valid_0's huber: 23.2408
[54] valid_0's poisson: -94.8287 valid_0's huber: 23.1286
[55] valid_0's poisson: -94.9487 valid_0's huber: 23.0179
[56] valid_0's poisson: -95.0681 valid_0's huber: 22.9075
[57] valid_0's poisson: -95.1883 valid_0's huber: 22.7974
[58] valid_0's poisson: -95.3072 valid_0's huber: 22.6874
[59] valid_0's poisson: -95.4245 valid_0's huber: 22.5788
[60] valid_0's poisson: -95.5422 valid_0's huber: 22.47
[61] valid_0's poisson: -95.6567 valid_0's huber: 22.3626
[62] valid_0's poisson: -95.7709 valid_0's huber: 22.256
[63] valid_0's poisson: -95.8842 valid_0's huber: 22.1499
[64] valid_0's poisson: -95.9968 valid_0's huber: 22.0443
[65] valid_0's poisson: -96.1113 valid_0's huber: 21.9376
[66] valid_0's poisson: -96.223 valid_0's huber: 21.832
[67] valid_0's poisson: -96.3342 valid_0's huber: 21.7276
[68] valid_0's poisson: -96.4449 valid_0's huber: 21.6232
[69] valid_0's poisson: -96.557 valid_0's huber: 21.5185
[70] valid_0's poisson: -96.6668 valid_0's huber: 21.4147
[71] valid_0's poisson: -96.7778 valid_0's huber: 21.3106
[72] valid_0's poisson: -96.8851 valid_0's huber: 21.2085
[73] valid_0's poisson: -96.9959 valid_0's huber: 21.1029
[74] valid_0's poisson: -97.1025 valid_0's huber: 21.0015
[75] valid_0's poisson: -97.2118 valid_0's huber: 20.8972
[76] valid_0's poisson: -97.3201 valid_0's huber: 20.7936
[77] valid_0's poisson: -97.4246 valid_0's huber: 20.6933
[78] valid_0's poisson: -97.5324 valid_0's huber: 20.5898
[79] valid_0's poisson: -97.636 valid_0's huber: 20.4906
[80] valid_0's poisson: -97.7424 valid_0's huber: 20.3881
[81] valid_0's poisson: -97.8456 valid_0's huber: 20.2885
[82] valid_0's poisson: -97.9506 valid_0's huber: 20.187
[83] valid_0's poisson: -98.0524 valid_0's huber: 20.0886
[84] valid_0's poisson: -98.1563 valid_0's huber: 19.9873
[85] valid_0's poisson: -98.2585 valid_0's huber: 19.8881
[86] valid_0's poisson: -98.3607 valid_0's huber: 19.7886
[87] valid_0's poisson: -98.4619 valid_0's huber: 19.6899
[88] valid_0's poisson: -98.5621 valid_0's huber: 19.592
[89] valid_0's poisson: -98.6614 valid_0's huber: 19.4943
[90] valid_0's poisson: -98.7602 valid_0's huber: 19.397
[91] valid_0's poisson: -98.8585 valid_0's huber: 19.3003
[92] valid_0's poisson: -98.9556 valid_0's huber: 19.2042
[93] valid_0's poisson: -99.0534 valid_0's huber: 19.1082
[94] valid_0's poisson: -99.1492 valid_0's huber: 19.0128
[95] valid_0's poisson: -99.2457 valid_0's huber: 18.9176
[96] valid_0's poisson: -99.3408 valid_0's huber: 18.8232
[97] valid_0's poisson: -99.4358 valid_0's huber: 18.7291
[98] valid_0's poisson: -99.5283 valid_0's huber: 18.6358
[99] valid_0's poisson: -99.6218 valid_0's huber: 18.5428
[100] valid_0's poisson: -99.7123 valid_0's huber: 18.4509
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3344 valid_0's huber: 29.7065
[2] valid_0's poisson: -87.4983 valid_0's huber: 29.5704
[3] valid_0's poisson: -87.6611 valid_0's huber: 29.4349
[4] valid_0's poisson: -87.823 valid_0's huber: 29.2998
[5] valid_0's poisson: -87.9839 valid_0's huber: 29.1652
[6] valid_0's poisson: -88.1448 valid_0's huber: 29.0308
[7] valid_0's poisson: -88.3047 valid_0's huber: 28.8969
[8] valid_0's poisson: -88.4637 valid_0's huber: 28.7634
[9] valid_0's poisson: -88.6219 valid_0's huber: 28.6304
[10] valid_0's poisson: -88.7791 valid_0's huber: 28.4978
[11] valid_0's poisson: -88.9354 valid_0's huber: 28.3657
[12] valid_0's poisson: -89.0907 valid_0's huber: 28.2342
[13] valid_0's poisson: -89.2451 valid_0's huber: 28.1032
[14] valid_0's poisson: -89.3984 valid_0's huber: 27.9728
[15] valid_0's poisson: -89.5507 valid_0's huber: 27.8426
[16] valid_0's poisson: -89.7023 valid_0's huber: 27.7131
[17] valid_0's poisson: -89.8528 valid_0's huber: 27.5838
[18] valid_0's poisson: -90.0025 valid_0's huber: 27.4552
[19] valid_0's poisson: -90.1514 valid_0's huber: 27.327
[20] valid_0's poisson: -90.2942 valid_0's huber: 27.1994
[21] valid_0's poisson: -90.4413 valid_0's huber: 27.0724
[22] valid_0's poisson: -90.5863 valid_0's huber: 26.9466
[23] valid_0's poisson: -90.732 valid_0's huber: 26.8199
[24] valid_0's poisson: -90.8751 valid_0's huber: 26.6949
[25] valid_0's poisson: -91.0176 valid_0's huber: 26.57
[26] valid_0's poisson: -91.1597 valid_0's huber: 26.4453
[27] valid_0's poisson: -91.3007 valid_0's huber: 26.3209
[28] valid_0's poisson: -91.4414 valid_0's huber: 26.1968
[29] valid_0's poisson: -91.5816 valid_0's huber: 26.0735
[30] valid_0's poisson: -91.7214 valid_0's huber: 25.9499
[31] valid_0's poisson: -91.8589 valid_0's huber: 25.8285
[32] valid_0's poisson: -91.9969 valid_0's huber: 25.7066
[33] valid_0's poisson: -92.1336 valid_0's huber: 25.5859
[34] valid_0's poisson: -92.2689 valid_0's huber: 25.4658
[35] valid_0's poisson: -92.4047 valid_0's huber: 25.346
[36] valid_0's poisson: -92.5388 valid_0's huber: 25.2272
[37] valid_0's poisson: -92.6729 valid_0's huber: 25.1084
[38] valid_0's poisson: -92.8049 valid_0's huber: 24.9912
[39] valid_0's poisson: -92.9373 valid_0's huber: 24.8734
[40] valid_0's poisson: -93.0681 valid_0's huber: 24.7566
[41] valid_0's poisson: -93.1987 valid_0's huber: 24.6398
[42] valid_0's poisson: -93.3274 valid_0's huber: 24.5245
[43] valid_0's poisson: -93.4565 valid_0's huber: 24.4087
[44] valid_0's poisson: -93.5836 valid_0's huber: 24.2943
[45] valid_0's poisson: -93.711 valid_0's huber: 24.1794
[46] valid_0's poisson: -93.8368 valid_0's huber: 24.0657
[47] valid_0's poisson: -93.9615 valid_0's huber: 23.9527
[48] valid_0's poisson: -94.0867 valid_0's huber: 23.8392
[49] valid_0's poisson: -94.2114 valid_0's huber: 23.7259
[50] valid_0's poisson: -94.3343 valid_0's huber: 23.6138
[51] valid_0's poisson: -94.4575 valid_0's huber: 23.5014
[52] valid_0's poisson: -94.5789 valid_0's huber: 23.3904
[53] valid_0's poisson: -94.6999 valid_0's huber: 23.2794
[54] valid_0's poisson: -94.8198 valid_0's huber: 23.1691
[55] valid_0's poisson: -94.9401 valid_0's huber: 23.058
[56] valid_0's poisson: -95.0578 valid_0's huber: 22.9497
[57] valid_0's poisson: -95.1763 valid_0's huber: 22.8401
[58] valid_0's poisson: -95.2946 valid_0's huber: 22.7303
[59] valid_0's poisson: -95.4105 valid_0's huber: 22.6223
[60] valid_0's poisson: -95.5267 valid_0's huber: 22.5137
[61] valid_0's poisson: -95.6411 valid_0's huber: 22.4067
[62] valid_0's poisson: -95.7559 valid_0's huber: 22.2987
[63] valid_0's poisson: -95.87 valid_0's huber: 22.1912
[64] valid_0's poisson: -95.9833 valid_0's huber: 22.0843
[65] valid_0's poisson: -96.0958 valid_0's huber: 21.9779
[66] valid_0's poisson: -96.2087 valid_0's huber: 21.8715
[67] valid_0's poisson: -96.3209 valid_0's huber: 21.7657
[68] valid_0's poisson: -96.4298 valid_0's huber: 21.6621
[69] valid_0's poisson: -96.5403 valid_0's huber: 21.5577
[70] valid_0's poisson: -96.6499 valid_0's huber: 21.454
[71] valid_0's poisson: -96.7596 valid_0's huber: 21.3505
[72] valid_0's poisson: -96.8704 valid_0's huber: 21.2462
[73] valid_0's poisson: -96.979 valid_0's huber: 21.1435
[74] valid_0's poisson: -97.0879 valid_0's huber: 21.0397
[75] valid_0's poisson: -97.1956 valid_0's huber: 20.9375
[76] valid_0's poisson: -97.302 valid_0's huber: 20.8365
[77] valid_0's poisson: -97.4097 valid_0's huber: 20.7332
[78] valid_0's poisson: -97.5164 valid_0's huber: 20.6297
[79] valid_0's poisson: -97.6204 valid_0's huber: 20.53
[80] valid_0's poisson: -97.7271 valid_0's huber: 20.4259
[81] valid_0's poisson: -97.83 valid_0's huber: 20.327
[82] valid_0's poisson: -97.933 valid_0's huber: 20.2279
[83] valid_0's poisson: -98.0352 valid_0's huber: 20.1294
[84] valid_0's poisson: -98.137 valid_0's huber: 20.0319
[85] valid_0's poisson: -98.2387 valid_0's huber: 19.9342
[86] valid_0's poisson: -98.3423 valid_0's huber: 19.833
[87] valid_0's poisson: -98.4435 valid_0's huber: 19.7346
[88] valid_0's poisson: -98.5452 valid_0's huber: 19.6358
[89] valid_0's poisson: -98.6455 valid_0's huber: 19.5374
[90] valid_0's poisson: -98.7446 valid_0's huber: 19.4405
[91] valid_0's poisson: -98.8429 valid_0's huber: 19.3446
[92] valid_0's poisson: -98.9411 valid_0's huber: 19.2476
[93] valid_0's poisson: -99.0377 valid_0's huber: 19.1504
[94] valid_0's poisson: -99.1372 valid_0's huber: 19.0539
[95] valid_0's poisson: -99.2327 valid_0's huber: 18.959
[96] valid_0's poisson: -99.3278 valid_0's huber: 18.8641
[97] valid_0's poisson: -99.421 valid_0's huber: 18.7701
[98] valid_0's poisson: -99.5163 valid_0's huber: 18.6753
[99] valid_0's poisson: -99.6121 valid_0's huber: 18.5802
[100] valid_0's poisson: -99.704 valid_0's huber: 18.4887
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3415 valid_0's huber: 29.6576
[2] valid_0's poisson: -87.506 valid_0's huber: 29.5219
[3] valid_0's poisson: -87.6694 valid_0's huber: 29.3868
[4] valid_0's poisson: -87.8319 valid_0's huber: 29.2521
[5] valid_0's poisson: -87.9933 valid_0's huber: 29.1179
[6] valid_0's poisson: -88.1537 valid_0's huber: 28.9842
[7] valid_0's poisson: -88.3142 valid_0's huber: 28.8502
[8] valid_0's poisson: -88.4736 valid_0's huber: 28.7168
[9] valid_0's poisson: -88.6311 valid_0's huber: 28.5846
[10] valid_0's poisson: -88.7888 valid_0's huber: 28.452
[11] valid_0's poisson: -88.9455 valid_0's huber: 28.3199
[12] valid_0's poisson: -89.0949 valid_0's huber: 28.1887
[13] valid_0's poisson: -89.2494 valid_0's huber: 28.058
[14] valid_0's poisson: -89.403 valid_0's huber: 27.9278
[15] valid_0's poisson: -89.556 valid_0's huber: 27.7977
[16] valid_0's poisson: -89.7072 valid_0's huber: 27.6687
[17] valid_0's poisson: -89.858 valid_0's huber: 27.5398
[18] valid_0's poisson: -90.0077 valid_0's huber: 27.4116
[19] valid_0's poisson: -90.1569 valid_0's huber: 27.2836
[20] valid_0's poisson: -90.3049 valid_0's huber: 27.1562
[21] valid_0's poisson: -90.4521 valid_0's huber: 27.0292
[22] valid_0's poisson: -90.5985 valid_0's huber: 26.9029
[23] valid_0's poisson: -90.7387 valid_0's huber: 26.7769
[24] valid_0's poisson: -90.8832 valid_0's huber: 26.6517
[25] valid_0's poisson: -91.0216 valid_0's huber: 26.5268
[26] valid_0's poisson: -91.1645 valid_0's huber: 26.4025
[27] valid_0's poisson: -91.3067 valid_0's huber: 26.2782
[28] valid_0's poisson: -91.4474 valid_0's huber: 26.1543
[29] valid_0's poisson: -91.5877 valid_0's huber: 26.0312
[30] valid_0's poisson: -91.7274 valid_0's huber: 25.9085
[31] valid_0's poisson: -91.8671 valid_0's huber: 25.7862
[32] valid_0's poisson: -92.0052 valid_0's huber: 25.6646
[33] valid_0's poisson: -92.1431 valid_0's huber: 25.5434
[34] valid_0's poisson: -92.2803 valid_0's huber: 25.4226
[35] valid_0's poisson: -92.4168 valid_0's huber: 25.3022
[36] valid_0's poisson: -92.5509 valid_0's huber: 25.1843
[37] valid_0's poisson: -92.6858 valid_0's huber: 25.0655
[38] valid_0's poisson: -92.8193 valid_0's huber: 24.9479
[39] valid_0's poisson: -92.952 valid_0's huber: 24.8295
[40] valid_0's poisson: -93.0843 valid_0's huber: 24.7116
[41] valid_0's poisson: -93.2152 valid_0's huber: 24.5943
[42] valid_0's poisson: -93.3456 valid_0's huber: 24.4782
[43] valid_0's poisson: -93.4751 valid_0's huber: 24.3621
[44] valid_0's poisson: -93.6046 valid_0's huber: 24.2459
[45] valid_0's poisson: -93.7328 valid_0's huber: 24.131
[46] valid_0's poisson: -93.8602 valid_0's huber: 24.0159
[47] valid_0's poisson: -93.9865 valid_0's huber: 23.9017
[48] valid_0's poisson: -94.1126 valid_0's huber: 23.7878
[49] valid_0's poisson: -94.2386 valid_0's huber: 23.6734
[50] valid_0's poisson: -94.3631 valid_0's huber: 23.5603
[51] valid_0's poisson: -94.4875 valid_0's huber: 23.4468
[52] valid_0's poisson: -94.6109 valid_0's huber: 23.3337
[53] valid_0's poisson: -94.7332 valid_0's huber: 23.222
[54] valid_0's poisson: -94.8547 valid_0's huber: 23.1103
[55] valid_0's poisson: -94.9755 valid_0's huber: 22.9998
[56] valid_0's poisson: -95.0955 valid_0's huber: 22.8896
[57] valid_0's poisson: -95.2158 valid_0's huber: 22.7788
[58] valid_0's poisson: -95.3342 valid_0's huber: 22.6696
[59] valid_0's poisson: -95.4518 valid_0's huber: 22.5608
[60] valid_0's poisson: -95.5693 valid_0's huber: 22.4515
[61] valid_0's poisson: -95.6852 valid_0's huber: 22.3437
[62] valid_0's poisson: -95.8004 valid_0's huber: 22.2364
[63] valid_0's poisson: -95.9156 valid_0's huber: 22.1284
[64] valid_0's poisson: -96.0297 valid_0's huber: 22.022
[65] valid_0's poisson: -96.1433 valid_0's huber: 21.9156
[66] valid_0's poisson: -96.2561 valid_0's huber: 21.8097
[67] valid_0's poisson: -96.3682 valid_0's huber: 21.7045
[68] valid_0's poisson: -96.4795 valid_0's huber: 21.5997
[69] valid_0's poisson: -96.589 valid_0's huber: 21.4962
[70] valid_0's poisson: -96.6988 valid_0's huber: 21.3926
[71] valid_0's poisson: -96.8079 valid_0's huber: 21.2897
[72] valid_0's poisson: -96.917 valid_0's huber: 21.1866
[73] valid_0's poisson: -97.0261 valid_0's huber: 21.0837
[74] valid_0's poisson: -97.1337 valid_0's huber: 20.9818
[75] valid_0's poisson: -97.2405 valid_0's huber: 20.8805
[76] valid_0's poisson: -97.347 valid_0's huber: 20.78
[77] valid_0's poisson: -97.4539 valid_0's huber: 20.6782
[78] valid_0's poisson: -97.5594 valid_0's huber: 20.5775
[79] valid_0's poisson: -97.6655 valid_0's huber: 20.4762
[80] valid_0's poisson: -97.7719 valid_0's huber: 20.3739
[81] valid_0's poisson: -97.8765 valid_0's huber: 20.2735
[82] valid_0's poisson: -97.9815 valid_0's huber: 20.1725
[83] valid_0's poisson: -98.0848 valid_0's huber: 20.0718
[84] valid_0's poisson: -98.1875 valid_0's huber: 19.9714
[85] valid_0's poisson: -98.2921 valid_0's huber: 19.8701
[86] valid_0's poisson: -98.3938 valid_0's huber: 19.7703
[87] valid_0's poisson: -98.4961 valid_0's huber: 19.6705
[88] valid_0's poisson: -98.5963 valid_0's huber: 19.5717
[89] valid_0's poisson: -98.696 valid_0's huber: 19.4744
[90] valid_0's poisson: -98.7947 valid_0's huber: 19.3771
[91] valid_0's poisson: -98.8948 valid_0's huber: 19.2798
[92] valid_0's poisson: -98.9926 valid_0's huber: 19.183
[93] valid_0's poisson: -99.091 valid_0's huber: 19.0869
[94] valid_0's poisson: -99.1884 valid_0's huber: 18.9913
[95] valid_0's poisson: -99.2837 valid_0's huber: 18.8969
[96] valid_0's poisson: -99.3794 valid_0's huber: 18.8028
[97] valid_0's poisson: -99.4732 valid_0's huber: 18.7098
[98] valid_0's poisson: -99.5692 valid_0's huber: 18.6142
[99] valid_0's poisson: -99.6626 valid_0's huber: 18.522
[100] valid_0's poisson: -99.7566 valid_0's huber: 18.4273
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3285 valid_0's huber: 29.7494
[2] valid_0's poisson: -87.4924 valid_0's huber: 29.614
[3] valid_0's poisson: -87.6553 valid_0's huber: 29.4791
[4] valid_0's poisson: -87.8127 valid_0's huber: 29.3448
[5] valid_0's poisson: -87.969 valid_0's huber: 29.2111
[6] valid_0's poisson: -88.1291 valid_0's huber: 29.0776
[7] valid_0's poisson: -88.2834 valid_0's huber: 28.9449
[8] valid_0's poisson: -88.4426 valid_0's huber: 28.8113
[9] valid_0's poisson: -88.595 valid_0's huber: 28.6795
[10] valid_0's poisson: -88.7523 valid_0's huber: 28.5469
[11] valid_0's poisson: -88.9034 valid_0's huber: 28.4151
[12] valid_0's poisson: -89.0584 valid_0's huber: 28.2842
[13] valid_0's poisson: -89.2132 valid_0's huber: 28.1529
[14] valid_0's poisson: -89.3668 valid_0's huber: 28.0221
[15] valid_0's poisson: -89.514 valid_0's huber: 27.8927
[16] valid_0's poisson: -89.666 valid_0's huber: 27.7628
[17] valid_0's poisson: -89.8172 valid_0's huber: 27.6332
[18] valid_0's poisson: -89.967 valid_0's huber: 27.5047
[19] valid_0's poisson: -90.1152 valid_0's huber: 27.377
[20] valid_0's poisson: -90.2638 valid_0's huber: 27.2486
[21] valid_0's poisson: -90.4124 valid_0's huber: 27.1198
[22] valid_0's poisson: -90.5594 valid_0's huber: 26.9925
[23] valid_0's poisson: -90.7059 valid_0's huber: 26.8653
[24] valid_0's poisson: -90.8515 valid_0's huber: 26.7386
[25] valid_0's poisson: -90.9958 valid_0's huber: 26.613
[26] valid_0's poisson: -91.1381 valid_0's huber: 26.488
[27] valid_0's poisson: -91.2794 valid_0's huber: 26.3637
[28] valid_0's poisson: -91.4194 valid_0's huber: 26.2408
[29] valid_0's poisson: -91.5598 valid_0's huber: 26.1172
[30] valid_0's poisson: -91.6994 valid_0's huber: 25.9942
[31] valid_0's poisson: -91.838 valid_0's huber: 25.8719
[32] valid_0's poisson: -91.9746 valid_0's huber: 25.751
[33] valid_0's poisson: -92.1116 valid_0's huber: 25.6298
[34] valid_0's poisson: -92.2479 valid_0's huber: 25.509
[35] valid_0's poisson: -92.3825 valid_0's huber: 25.3893
[36] valid_0's poisson: -92.5171 valid_0's huber: 25.2695
[37] valid_0's poisson: -92.6507 valid_0's huber: 25.1505
[38] valid_0's poisson: -92.7828 valid_0's huber: 25.0322
[39] valid_0's poisson: -92.9151 valid_0's huber: 24.9139
[40] valid_0's poisson: -93.0473 valid_0's huber: 24.7957
[41] valid_0's poisson: -93.1779 valid_0's huber: 24.6786
[42] valid_0's poisson: -93.3084 valid_0's huber: 24.5617
[43] valid_0's poisson: -93.4374 valid_0's huber: 24.4457
[44] valid_0's poisson: -93.5663 valid_0's huber: 24.3297
[45] valid_0's poisson: -93.6938 valid_0's huber: 24.2148
[46] valid_0's poisson: -93.8205 valid_0's huber: 24.1003
[47] valid_0's poisson: -93.9473 valid_0's huber: 23.9856
[48] valid_0's poisson: -94.0727 valid_0's huber: 23.8716
[49] valid_0's poisson: -94.1973 valid_0's huber: 23.7582
[50] valid_0's poisson: -94.3218 valid_0's huber: 23.6447
[51] valid_0's poisson: -94.4448 valid_0's huber: 23.5321
[52] valid_0's poisson: -94.5668 valid_0's huber: 23.42
[53] valid_0's poisson: -94.6886 valid_0's huber: 23.308
[54] valid_0's poisson: -94.8091 valid_0's huber: 23.197
[55] valid_0's poisson: -94.9294 valid_0's huber: 23.0859
[56] valid_0's poisson: -95.0485 valid_0's huber: 22.9758
[57] valid_0's poisson: -95.1673 valid_0's huber: 22.8658
[58] valid_0's poisson: -95.2858 valid_0's huber: 22.756
[59] valid_0's poisson: -95.403 valid_0's huber: 22.6471
[60] valid_0's poisson: -95.5204 valid_0's huber: 22.538
[61] valid_0's poisson: -95.6376 valid_0's huber: 22.4293
[62] valid_0's poisson: -95.7538 valid_0's huber: 22.3217
[63] valid_0's poisson: -95.8693 valid_0's huber: 22.2144
[64] valid_0's poisson: -95.9843 valid_0's huber: 22.1077
[65] valid_0's poisson: -96.0985 valid_0's huber: 22.0015
[66] valid_0's poisson: -96.2129 valid_0's huber: 21.895
[67] valid_0's poisson: -96.3264 valid_0's huber: 21.7892
[68] valid_0's poisson: -96.4386 valid_0's huber: 21.6844
[69] valid_0's poisson: -96.5502 valid_0's huber: 21.5802
[70] valid_0's poisson: -96.6615 valid_0's huber: 21.4757
[71] valid_0's poisson: -96.7723 valid_0's huber: 21.3715
[72] valid_0's poisson: -96.8827 valid_0's huber: 21.2675
[73] valid_0's poisson: -96.9922 valid_0's huber: 21.1638
[74] valid_0's poisson: -97.1003 valid_0's huber: 21.0613
[75] valid_0's poisson: -97.2082 valid_0's huber: 20.9587
[76] valid_0's poisson: -97.3151 valid_0's huber: 20.8567
[77] valid_0's poisson: -97.4247 valid_0's huber: 20.7516
[78] valid_0's poisson: -97.5336 valid_0's huber: 20.6469
[79] valid_0's poisson: -97.6397 valid_0's huber: 20.5455
[80] valid_0's poisson: -97.7472 valid_0's huber: 20.4418
[81] valid_0's poisson: -97.854 valid_0's huber: 20.3382
[82] valid_0's poisson: -97.957 valid_0's huber: 20.2387
[83] valid_0's poisson: -98.0619 valid_0's huber: 20.137
[84] valid_0's poisson: -98.1645 valid_0's huber: 20.0375
[85] valid_0's poisson: -98.2674 valid_0's huber: 19.9383
[86] valid_0's poisson: -98.3694 valid_0's huber: 19.8388
[87] valid_0's poisson: -98.4716 valid_0's huber: 19.7392
[88] valid_0's poisson: -98.5733 valid_0's huber: 19.6399
[89] valid_0's poisson: -98.6749 valid_0's huber: 19.5408
[90] valid_0's poisson: -98.7747 valid_0's huber: 19.4429
[91] valid_0's poisson: -98.8739 valid_0's huber: 19.3453
[92] valid_0's poisson: -98.9729 valid_0's huber: 19.2479
[93] valid_0's poisson: -99.0706 valid_0's huber: 19.1514
[94] valid_0's poisson: -99.1666 valid_0's huber: 19.0557
[95] valid_0's poisson: -99.2647 valid_0's huber: 18.9595
[96] valid_0's poisson: -99.361 valid_0's huber: 18.8645
[97] valid_0's poisson: -99.457 valid_0's huber: 18.7688
[98] valid_0's poisson: -99.552 valid_0's huber: 18.675
[99] valid_0's poisson: -99.6462 valid_0's huber: 18.5813
[100] valid_0's poisson: -99.7396 valid_0's huber: 18.4887
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3079 valid_0's huber: 29.6946
[2] valid_0's poisson: -87.4414 valid_0's huber: 29.5779
[3] valid_0's poisson: -87.574 valid_0's huber: 29.4616
[4] valid_0's poisson: -87.7043 valid_0's huber: 29.3457
[5] valid_0's poisson: -87.8353 valid_0's huber: 29.2305
[6] valid_0's poisson: -87.9655 valid_0's huber: 29.1157
[7] valid_0's poisson: -88.0938 valid_0's huber: 29.0012
[8] valid_0's poisson: -88.2227 valid_0's huber: 28.8874
[9] valid_0's poisson: -88.3506 valid_0's huber: 28.774
[10] valid_0's poisson: -88.4767 valid_0's huber: 28.6608
[11] valid_0's poisson: -88.6034 valid_0's huber: 28.5482
[12] valid_0's poisson: -88.7279 valid_0's huber: 28.4359
[13] valid_0's poisson: -88.853 valid_0's huber: 28.3243
[14] valid_0's poisson: -88.976 valid_0's huber: 28.213
[15] valid_0's poisson: -89.0995 valid_0's huber: 28.1022
[16] valid_0's poisson: -89.2223 valid_0's huber: 27.9918
[17] valid_0's poisson: -89.3431 valid_0's huber: 27.8816
[18] valid_0's poisson: -89.4644 valid_0's huber: 27.772
[19] valid_0's poisson: -89.5849 valid_0's huber: 27.6628
[20] valid_0's poisson: -89.7034 valid_0's huber: 27.5539
[21] valid_0's poisson: -89.8221 valid_0's huber: 27.4454
[22] valid_0's poisson: -89.9391 valid_0's huber: 27.3374
[23] valid_0's poisson: -90.0565 valid_0's huber: 27.2301
[24] valid_0's poisson: -90.1731 valid_0's huber: 27.1232
[25] valid_0's poisson: -90.2883 valid_0's huber: 27.016
[26] valid_0's poisson: -90.4044 valid_0's huber: 26.9093
[27] valid_0's poisson: -90.5178 valid_0's huber: 26.8038
[28] valid_0's poisson: -90.6317 valid_0's huber: 26.6972
[29] valid_0's poisson: -90.7457 valid_0's huber: 26.5904
[30] valid_0's poisson: -90.8591 valid_0's huber: 26.4855
[31] valid_0's poisson: -90.9712 valid_0's huber: 26.3806
[32] valid_0's poisson: -91.0832 valid_0's huber: 26.2753
[33] valid_0's poisson: -91.1952 valid_0's huber: 26.1715
[34] valid_0's poisson: -91.3056 valid_0's huber: 26.0675
[35] valid_0's poisson: -91.4156 valid_0's huber: 25.9635
[36] valid_0's poisson: -91.5245 valid_0's huber: 25.8609
[37] valid_0's poisson: -91.6338 valid_0's huber: 25.7589
[38] valid_0's poisson: -91.7419 valid_0's huber: 25.6563
[39] valid_0's poisson: -91.8491 valid_0's huber: 25.5555
[40] valid_0's poisson: -91.957 valid_0's huber: 25.4522
[41] valid_0's poisson: -92.0632 valid_0's huber: 25.3506
[42] valid_0's poisson: -92.1698 valid_0's huber: 25.2481
[43] valid_0's poisson: -92.2747 valid_0's huber: 25.1487
[44] valid_0's poisson: -92.3799 valid_0's huber: 25.047
[45] valid_0's poisson: -92.4837 valid_0's huber: 24.947
[46] valid_0's poisson: -92.5876 valid_0's huber: 24.8463
[47] valid_0's poisson: -92.6909 valid_0's huber: 24.7481
[48] valid_0's poisson: -92.7934 valid_0's huber: 24.6481
[49] valid_0's poisson: -92.8954 valid_0's huber: 24.5486
[50] valid_0's poisson: -92.9963 valid_0's huber: 24.4505
[51] valid_0's poisson: -93.097 valid_0's huber: 24.3519
[52] valid_0's poisson: -93.1968 valid_0's huber: 24.2557
[53] valid_0's poisson: -93.2962 valid_0's huber: 24.158
[54] valid_0's poisson: -93.3956 valid_0's huber: 24.0623
[55] valid_0's poisson: -93.4944 valid_0's huber: 23.9652
[56] valid_0's poisson: -93.5927 valid_0's huber: 23.8685
[57] valid_0's poisson: -93.69 valid_0's huber: 23.7728
[58] valid_0's poisson: -93.787 valid_0's huber: 23.677
[59] valid_0's poisson: -93.8836 valid_0's huber: 23.5835
[60] valid_0's poisson: -93.9794 valid_0's huber: 23.4886
[61] valid_0's poisson: -94.0752 valid_0's huber: 23.3937
[62] valid_0's poisson: -94.1699 valid_0's huber: 23.2996
[63] valid_0's poisson: -94.2701 valid_0's huber: 23.2068
[64] valid_0's poisson: -94.3628 valid_0's huber: 23.1138
[65] valid_0's poisson: -94.4548 valid_0's huber: 23.0215
[66] valid_0's poisson: -94.5469 valid_0's huber: 22.9287
[67] valid_0's poisson: -94.638 valid_0's huber: 22.8371
[68] valid_0's poisson: -94.7355 valid_0's huber: 22.7464
[69] valid_0's poisson: -94.832 valid_0's huber: 22.6588
[70] valid_0's poisson: -94.9284 valid_0's huber: 22.5709
[71] valid_0's poisson: -95.0241 valid_0's huber: 22.4813
[72] valid_0's poisson: -95.1137 valid_0's huber: 22.3911
[73] valid_0's poisson: -95.2088 valid_0's huber: 22.304
[74] valid_0's poisson: -95.3038 valid_0's huber: 22.2149
[75] valid_0's poisson: -95.3917 valid_0's huber: 22.1256
[76] valid_0's poisson: -95.4852 valid_0's huber: 22.0396
[77] valid_0's poisson: -95.5778 valid_0's huber: 21.9521
[78] valid_0's poisson: -95.6701 valid_0's huber: 21.8668
[79] valid_0's poisson: -95.7634 valid_0's huber: 21.7816
[80] valid_0's poisson: -95.8527 valid_0's huber: 21.6952
[81] valid_0's poisson: -95.9438 valid_0's huber: 21.6088
[82] valid_0's poisson: -96.0339 valid_0's huber: 21.5252
[83] valid_0's poisson: -96.1237 valid_0's huber: 21.4397
[84] valid_0's poisson: -96.2108 valid_0's huber: 21.3554
[85] valid_0's poisson: -96.2996 valid_0's huber: 21.27
[86] valid_0's poisson: -96.3895 valid_0's huber: 21.1879
[87] valid_0's poisson: -96.4771 valid_0's huber: 21.1034
[88] valid_0's poisson: -96.5657 valid_0's huber: 21.0222
[89] valid_0's poisson: -96.6526 valid_0's huber: 20.9384
[90] valid_0's poisson: -96.738 valid_0's huber: 20.8591
[91] valid_0's poisson: -96.8236 valid_0's huber: 20.7762
[92] valid_0's poisson: -96.9086 valid_0's huber: 20.6937
[93] valid_0's poisson: -96.9948 valid_0's huber: 20.6139
[94] valid_0's poisson: -97.0785 valid_0's huber: 20.5326
[95] valid_0's poisson: -97.1635 valid_0's huber: 20.4538
[96] valid_0's poisson: -97.2461 valid_0's huber: 20.3734
[97] valid_0's poisson: -97.3299 valid_0's huber: 20.2955
[98] valid_0's poisson: -97.4113 valid_0's huber: 20.216
[99] valid_0's poisson: -97.4939 valid_0's huber: 20.1391
[100] valid_0's poisson: -97.5736 valid_0's huber: 20.0632
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3091 valid_0's huber: 29.6907
[2] valid_0's poisson: -87.4435 valid_0's huber: 29.5721
[3] valid_0's poisson: -87.5769 valid_0's huber: 29.454
[4] valid_0's poisson: -87.7094 valid_0's huber: 29.3363
[5] valid_0's poisson: -87.841 valid_0's huber: 29.2191
[6] valid_0's poisson: -87.9717 valid_0's huber: 29.1024
[7] valid_0's poisson: -88.1016 valid_0's huber: 28.986
[8] valid_0's poisson: -88.2307 valid_0's huber: 28.87
[9] valid_0's poisson: -88.3588 valid_0's huber: 28.7546
[10] valid_0's poisson: -88.4863 valid_0's huber: 28.6394
[11] valid_0's poisson: -88.6145 valid_0's huber: 28.5248
[12] valid_0's poisson: -88.742 valid_0's huber: 28.4107
[13] valid_0's poisson: -88.8671 valid_0's huber: 28.297
[14] valid_0's poisson: -88.9929 valid_0's huber: 28.1838
[15] valid_0's poisson: -89.118 valid_0's huber: 28.071
[16] valid_0's poisson: -89.2423 valid_0's huber: 27.9588
[17] valid_0's poisson: -89.3642 valid_0's huber: 27.8467
[18] valid_0's poisson: -89.4854 valid_0's huber: 27.7353
[19] valid_0's poisson: -89.6073 valid_0's huber: 27.6245
[20] valid_0's poisson: -89.727 valid_0's huber: 27.5137
[21] valid_0's poisson: -89.8474 valid_0's huber: 27.4038
[22] valid_0's poisson: -89.9655 valid_0's huber: 27.2941
[23] valid_0's poisson: -90.0844 valid_0's huber: 27.1852
[24] valid_0's poisson: -90.2028 valid_0's huber: 27.0769
[25] valid_0's poisson: -90.319 valid_0's huber: 26.9689
[26] valid_0's poisson: -90.4345 valid_0's huber: 26.8616
[27] valid_0's poisson: -90.5506 valid_0's huber: 26.7549
[28] valid_0's poisson: -90.6649 valid_0's huber: 26.6482
[29] valid_0's poisson: -90.7793 valid_0's huber: 26.5424
[30] valid_0's poisson: -90.8922 valid_0's huber: 26.4367
[31] valid_0's poisson: -91.0056 valid_0's huber: 26.332
[32] valid_0's poisson: -91.1193 valid_0's huber: 26.2268
[33] valid_0's poisson: -91.231 valid_0's huber: 26.1216
[34] valid_0's poisson: -91.3433 valid_0's huber: 26.0173
[35] valid_0's poisson: -91.4533 valid_0's huber: 25.9132
[36] valid_0's poisson: -91.5631 valid_0's huber: 25.8098
[37] valid_0's poisson: -91.6734 valid_0's huber: 25.7069
[38] valid_0's poisson: -91.7817 valid_0's huber: 25.6044
[39] valid_0's poisson: -91.8893 valid_0's huber: 25.5018
[40] valid_0's poisson: -91.9973 valid_0's huber: 25.4
[41] valid_0's poisson: -92.1048 valid_0's huber: 25.2987
[42] valid_0's poisson: -92.2115 valid_0's huber: 25.1978
[43] valid_0's poisson: -92.3166 valid_0's huber: 25.0967
[44] valid_0's poisson: -92.422 valid_0's huber: 24.9965
[45] valid_0's poisson: -92.5257 valid_0's huber: 24.8962
[46] valid_0's poisson: -92.6299 valid_0's huber: 24.7968
[47] valid_0's poisson: -92.7336 valid_0's huber: 24.6956
[48] valid_0's poisson: -92.8365 valid_0's huber: 24.5949
[49] valid_0's poisson: -92.9377 valid_0's huber: 24.4961
[50] valid_0's poisson: -93.0393 valid_0's huber: 24.3964
[51] valid_0's poisson: -93.1401 valid_0's huber: 24.2971
[52] valid_0's poisson: -93.2403 valid_0's huber: 24.1984
[53] valid_0's poisson: -93.3393 valid_0's huber: 24.1013
[54] valid_0's poisson: -93.4381 valid_0's huber: 24.0034
[55] valid_0's poisson: -93.5363 valid_0's huber: 23.9061
[56] valid_0's poisson: -93.6338 valid_0's huber: 23.8093
[57] valid_0's poisson: -93.7306 valid_0's huber: 23.7131
[58] valid_0's poisson: -93.8267 valid_0's huber: 23.6174
[59] valid_0's poisson: -93.9218 valid_0's huber: 23.523
[60] valid_0's poisson: -94.0161 valid_0's huber: 23.4291
[61] valid_0's poisson: -94.1098 valid_0's huber: 23.3356
[62] valid_0's poisson: -94.2029 valid_0's huber: 23.2427
[63] valid_0's poisson: -94.2953 valid_0's huber: 23.1502
[64] valid_0's poisson: -94.3871 valid_0's huber: 23.0583
[65] valid_0's poisson: -94.4782 valid_0's huber: 22.9669
[66] valid_0's poisson: -94.5761 valid_0's huber: 22.878
[67] valid_0's poisson: -94.6665 valid_0's huber: 22.7876
[68] valid_0's poisson: -94.7639 valid_0's huber: 22.6996
[69] valid_0's poisson: -94.8609 valid_0's huber: 22.6121
[70] valid_0's poisson: -94.9571 valid_0's huber: 22.5223
[71] valid_0's poisson: -95.0532 valid_0's huber: 22.4349
[72] valid_0's poisson: -95.149 valid_0's huber: 22.3454
[73] valid_0's poisson: -95.2416 valid_0's huber: 22.2574
[74] valid_0's poisson: -95.3345 valid_0's huber: 22.1694
[75] valid_0's poisson: -95.4281 valid_0's huber: 22.0841
[76] valid_0's poisson: -95.5198 valid_0's huber: 21.9969
[77] valid_0's poisson: -95.6107 valid_0's huber: 21.9103
[78] valid_0's poisson: -95.701 valid_0's huber: 21.8241
[79] valid_0's poisson: -95.7924 valid_0's huber: 21.7375
[80] valid_0's poisson: -95.8789 valid_0's huber: 21.65
[81] valid_0's poisson: -95.9676 valid_0's huber: 21.5647
[82] valid_0's poisson: -96.0552 valid_0's huber: 21.4804
[83] valid_0's poisson: -96.1424 valid_0's huber: 21.3964
[84] valid_0's poisson: -96.2304 valid_0's huber: 21.312
[85] valid_0's poisson: -96.318 valid_0's huber: 21.2304
[86] valid_0's poisson: -96.4011 valid_0's huber: 21.1451
[87] valid_0's poisson: -96.4842 valid_0's huber: 21.0599
[88] valid_0's poisson: -96.5714 valid_0's huber: 20.9767
[89] valid_0's poisson: -96.6534 valid_0's huber: 20.8925
[90] valid_0's poisson: -96.7389 valid_0's huber: 20.8094
[91] valid_0's poisson: -96.8259 valid_0's huber: 20.7291
[92] valid_0's poisson: -96.9121 valid_0's huber: 20.6494
[93] valid_0's poisson: -96.9954 valid_0's huber: 20.5636
[94] valid_0's poisson: -97.0746 valid_0's huber: 20.4809
[95] valid_0's poisson: -97.1594 valid_0's huber: 20.4025
[96] valid_0's poisson: -97.2409 valid_0's huber: 20.3183
[97] valid_0's poisson: -97.3245 valid_0's huber: 20.2408
[98] valid_0's poisson: -97.4049 valid_0's huber: 20.1574
[99] valid_0's poisson: -97.4874 valid_0's huber: 20.0811
[100] valid_0's poisson: -97.5666 valid_0's huber: 19.9992
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3031 valid_0's huber: 29.7247
[2] valid_0's poisson: -87.4359 valid_0's huber: 29.607
[3] valid_0's poisson: -87.5679 valid_0's huber: 29.4898
[4] valid_0's poisson: -87.699 valid_0's huber: 29.3732
[5] valid_0's poisson: -87.8293 valid_0's huber: 29.257
[6] valid_0's poisson: -87.9588 valid_0's huber: 29.1413
[7] valid_0's poisson: -88.089 valid_0's huber: 29.0262
[8] valid_0's poisson: -88.2185 valid_0's huber: 28.9115
[9] valid_0's poisson: -88.3472 valid_0's huber: 28.7973
[10] valid_0's poisson: -88.4736 valid_0's huber: 28.6835
[11] valid_0's poisson: -88.6006 valid_0's huber: 28.5704
[12] valid_0's poisson: -88.7254 valid_0's huber: 28.4576
[13] valid_0's poisson: -88.8507 valid_0's huber: 28.3454
[14] valid_0's poisson: -88.9752 valid_0's huber: 28.2338
[15] valid_0's poisson: -89.0976 valid_0's huber: 28.1225
[16] valid_0's poisson: -89.2205 valid_0's huber: 28.0118
[17] valid_0's poisson: -89.3413 valid_0's huber: 27.9015
[18] valid_0's poisson: -89.4626 valid_0's huber: 27.7919
[19] valid_0's poisson: -89.5831 valid_0's huber: 27.6827
[20] valid_0's poisson: -89.7025 valid_0's huber: 27.5731
[21] valid_0's poisson: -89.8224 valid_0's huber: 27.4642
[22] valid_0's poisson: -89.9416 valid_0's huber: 27.3557
[23] valid_0's poisson: -90.06 valid_0's huber: 27.2476
[24] valid_0's poisson: -90.1766 valid_0's huber: 27.1397
[25] valid_0's poisson: -90.2936 valid_0's huber: 27.0326
[26] valid_0's poisson: -90.4108 valid_0's huber: 26.925
[27] valid_0's poisson: -90.5261 valid_0's huber: 26.8178
[28] valid_0's poisson: -90.6417 valid_0's huber: 26.7112
[29] valid_0's poisson: -90.7555 valid_0's huber: 26.605
[30] valid_0's poisson: -90.8697 valid_0's huber: 26.4996
[31] valid_0's poisson: -90.9821 valid_0's huber: 26.3945
[32] valid_0's poisson: -91.0949 valid_0's huber: 26.29
[33] valid_0's poisson: -91.2069 valid_0's huber: 26.1861
[34] valid_0's poisson: -91.3163 valid_0's huber: 26.0832
[35] valid_0's poisson: -91.4283 valid_0's huber: 25.9772
[36] valid_0's poisson: -91.5395 valid_0's huber: 25.8718
[37] valid_0's poisson: -91.6488 valid_0's huber: 25.7698
[38] valid_0's poisson: -91.7585 valid_0's huber: 25.6653
[39] valid_0's poisson: -91.8656 valid_0's huber: 25.5646
[40] valid_0's poisson: -91.974 valid_0's huber: 25.4608
[41] valid_0's poisson: -92.0817 valid_0's huber: 25.3576
[42] valid_0's poisson: -92.1885 valid_0's huber: 25.2548
[43] valid_0's poisson: -92.2931 valid_0's huber: 25.1556
[44] valid_0's poisson: -92.3985 valid_0's huber: 25.0537
[45] valid_0's poisson: -92.5031 valid_0's huber: 24.9523
[46] valid_0's poisson: -92.6069 valid_0's huber: 24.8515
[47] valid_0's poisson: -92.709 valid_0's huber: 24.7538
[48] valid_0's poisson: -92.8172 valid_0's huber: 24.6549
[49] valid_0's poisson: -92.9246 valid_0's huber: 24.5565
[50] valid_0's poisson: -93.0312 valid_0's huber: 24.4586
[51] valid_0's poisson: -93.1314 valid_0's huber: 24.3623
[52] valid_0's poisson: -93.2373 valid_0's huber: 24.265
[53] valid_0's poisson: -93.3425 valid_0's huber: 24.1682
[54] valid_0's poisson: -93.4421 valid_0's huber: 24.0722
[55] valid_0's poisson: -93.5462 valid_0's huber: 23.9763
[56] valid_0's poisson: -93.6496 valid_0's huber: 23.8807
[57] valid_0's poisson: -93.7475 valid_0's huber: 23.7858
[58] valid_0's poisson: -93.8499 valid_0's huber: 23.691
[59] valid_0's poisson: -93.9463 valid_0's huber: 23.5959
[60] valid_0's poisson: -94.0421 valid_0's huber: 23.5012
[61] valid_0's poisson: -94.1446 valid_0's huber: 23.4095
[62] valid_0's poisson: -94.2446 valid_0's huber: 23.3163
[63] valid_0's poisson: -94.344 valid_0's huber: 23.2234
[64] valid_0's poisson: -94.445 valid_0's huber: 23.1326
[65] valid_0's poisson: -94.5433 valid_0's huber: 23.0405
[66] valid_0's poisson: -94.641 valid_0's huber: 22.9487
[67] valid_0's poisson: -94.7381 valid_0's huber: 22.8573
[68] valid_0's poisson: -94.8282 valid_0's huber: 22.7665
[69] valid_0's poisson: -94.9181 valid_0's huber: 22.6761
[70] valid_0's poisson: -95.01 valid_0's huber: 22.5859
[71] valid_0's poisson: -95.1 valid_0's huber: 22.4956
[72] valid_0's poisson: -95.1942 valid_0's huber: 22.4062
[73] valid_0's poisson: -95.2888 valid_0's huber: 22.3194
[74] valid_0's poisson: -95.3832 valid_0's huber: 22.2305
[75] valid_0's poisson: -95.4716 valid_0's huber: 22.1415
[76] valid_0's poisson: -95.5634 valid_0's huber: 22.0538
[77] valid_0's poisson: -95.6563 valid_0's huber: 21.9688
[78] valid_0's poisson: -95.7468 valid_0's huber: 21.8816
[79] valid_0's poisson: -95.8334 valid_0's huber: 21.7937
[80] valid_0's poisson: -95.9227 valid_0's huber: 21.7073
[81] valid_0's poisson: -96.0127 valid_0's huber: 21.6236
[82] valid_0's poisson: -96.1025 valid_0's huber: 21.5375
[83] valid_0's poisson: -96.1899 valid_0's huber: 21.4524
[84] valid_0's poisson: -96.2743 valid_0's huber: 21.3662
[85] valid_0's poisson: -96.3577 valid_0's huber: 21.2804
[86] valid_0's poisson: -96.4475 valid_0's huber: 21.1982
[87] valid_0's poisson: -96.5343 valid_0's huber: 21.1148
[88] valid_0's poisson: -96.6214 valid_0's huber: 21.0341
[89] valid_0's poisson: -96.7072 valid_0's huber: 20.9508
[90] valid_0's poisson: -96.7924 valid_0's huber: 20.868
[91] valid_0's poisson: -96.8798 valid_0's huber: 20.7872
[92] valid_0's poisson: -96.9674 valid_0's huber: 20.7063
[93] valid_0's poisson: -97.051 valid_0's huber: 20.6248
[94] valid_0's poisson: -97.1366 valid_0's huber: 20.5453
[95] valid_0's poisson: -97.218 valid_0's huber: 20.4609
[96] valid_0's poisson: -97.3025 valid_0's huber: 20.3824
[97] valid_0's poisson: -97.3838 valid_0's huber: 20.3027
[98] valid_0's poisson: -97.4633 valid_0's huber: 20.2198
[99] valid_0's poisson: -97.5462 valid_0's huber: 20.1427
[100] valid_0's poisson: -97.6282 valid_0's huber: 20.0663
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3092 valid_0's huber: 29.6761
[2] valid_0's poisson: -87.4417 valid_0's huber: 29.559
[3] valid_0's poisson: -87.5734 valid_0's huber: 29.4424
[4] valid_0's poisson: -87.7042 valid_0's huber: 29.3263
[5] valid_0's poisson: -87.8341 valid_0's huber: 29.2108
[6] valid_0's poisson: -87.9646 valid_0's huber: 29.0959
[7] valid_0's poisson: -88.0929 valid_0's huber: 28.9813
[8] valid_0's poisson: -88.2217 valid_0's huber: 28.8675
[9] valid_0's poisson: -88.3497 valid_0's huber: 28.7542
[10] valid_0's poisson: -88.4757 valid_0's huber: 28.6411
[11] valid_0's poisson: -88.6021 valid_0's huber: 28.5287
[12] valid_0's poisson: -88.7277 valid_0's huber: 28.4168
[13] valid_0's poisson: -88.8512 valid_0's huber: 28.3052
[14] valid_0's poisson: -88.9751 valid_0's huber: 28.1944
[15] valid_0's poisson: -89.0982 valid_0's huber: 28.084
[16] valid_0's poisson: -89.2192 valid_0's huber: 27.974
[17] valid_0's poisson: -89.3414 valid_0's huber: 27.864
[18] valid_0's poisson: -89.4628 valid_0's huber: 27.7545
[19] valid_0's poisson: -89.5822 valid_0's huber: 27.6452
[20] valid_0's poisson: -89.701 valid_0's huber: 27.536
[21] valid_0's poisson: -89.8201 valid_0's huber: 27.4277
[22] valid_0's poisson: -89.9375 valid_0's huber: 27.3194
[23] valid_0's poisson: -90.0551 valid_0's huber: 27.212
[24] valid_0's poisson: -90.171 valid_0's huber: 27.1045
[25] valid_0's poisson: -90.2868 valid_0's huber: 26.9983
[26] valid_0's poisson: -90.4036 valid_0's huber: 26.8892
[27] valid_0's poisson: -90.5189 valid_0's huber: 26.7818
[28] valid_0's poisson: -90.6345 valid_0's huber: 26.6753
[29] valid_0's poisson: -90.7503 valid_0's huber: 26.5667
[30] valid_0's poisson: -90.8645 valid_0's huber: 26.4613
[31] valid_0's poisson: -90.9787 valid_0's huber: 26.3538
[32] valid_0's poisson: -91.0907 valid_0's huber: 26.25
[33] valid_0's poisson: -91.2035 valid_0's huber: 26.1435
[34] valid_0's poisson: -91.3133 valid_0's huber: 26.0401
[35] valid_0's poisson: -91.4232 valid_0's huber: 25.9365
[36] valid_0's poisson: -91.5339 valid_0's huber: 25.8315
[37] valid_0's poisson: -91.6434 valid_0's huber: 25.7294
[38] valid_0's poisson: -91.7523 valid_0's huber: 25.6276
[39] valid_0's poisson: -91.8608 valid_0's huber: 25.524
[40] valid_0's poisson: -91.9691 valid_0's huber: 25.4205
[41] valid_0's poisson: -92.0751 valid_0's huber: 25.3206
[42] valid_0's poisson: -92.1815 valid_0's huber: 25.2204
[43] valid_0's poisson: -92.2879 valid_0's huber: 25.1181
[44] valid_0's poisson: -92.3935 valid_0's huber: 25.0162
[45] valid_0's poisson: -92.4981 valid_0's huber: 24.9171
[46] valid_0's poisson: -92.6024 valid_0's huber: 24.816
[47] valid_0's poisson: -92.7118 valid_0's huber: 24.7198
[48] valid_0's poisson: -92.815 valid_0's huber: 24.6194
[49] valid_0's poisson: -92.9169 valid_0's huber: 24.5198
[50] valid_0's poisson: -93.0188 valid_0's huber: 24.4225
[51] valid_0's poisson: -93.1252 valid_0's huber: 24.3248
[52] valid_0's poisson: -93.2257 valid_0's huber: 24.2262
[53] valid_0's poisson: -93.3308 valid_0's huber: 24.1295
[54] valid_0's poisson: -93.4372 valid_0's huber: 24.0355
[55] valid_0's poisson: -93.541 valid_0's huber: 23.9396
[56] valid_0's poisson: -93.6441 valid_0's huber: 23.8441
[57] valid_0's poisson: -93.7423 valid_0's huber: 23.749
[58] valid_0's poisson: -93.8443 valid_0's huber: 23.6543
[59] valid_0's poisson: -93.9456 valid_0's huber: 23.56
[60] valid_0's poisson: -94.0479 valid_0's huber: 23.4682
[61] valid_0's poisson: -94.148 valid_0's huber: 23.3746
[62] valid_0's poisson: -94.2474 valid_0's huber: 23.2815
[63] valid_0's poisson: -94.3426 valid_0's huber: 23.1886
[64] valid_0's poisson: -94.4408 valid_0's huber: 23.0964
[65] valid_0's poisson: -94.5389 valid_0's huber: 23.0045
[66] valid_0's poisson: -94.6332 valid_0's huber: 22.9126
[67] valid_0's poisson: -94.7302 valid_0's huber: 22.8214
[68] valid_0's poisson: -94.826 valid_0's huber: 22.7308
[69] valid_0's poisson: -94.9188 valid_0's huber: 22.6402
[70] valid_0's poisson: -95.0141 valid_0's huber: 22.5502
[71] valid_0's poisson: -95.1035 valid_0's huber: 22.4606
[72] valid_0's poisson: -95.1975 valid_0's huber: 22.3717
[73] valid_0's poisson: -95.2862 valid_0's huber: 22.2826
[74] valid_0's poisson: -95.3752 valid_0's huber: 22.1932
[75] valid_0's poisson: -95.4635 valid_0's huber: 22.1044
[76] valid_0's poisson: -95.5568 valid_0's huber: 22.0187
[77] valid_0's poisson: -95.6489 valid_0's huber: 21.9307
[78] valid_0's poisson: -95.7355 valid_0's huber: 21.8432
[79] valid_0's poisson: -95.8278 valid_0's huber: 21.7588
[80] valid_0's poisson: -95.914 valid_0's huber: 21.671
[81] valid_0's poisson: -96.0023 valid_0's huber: 21.5853
[82] valid_0's poisson: -96.0872 valid_0's huber: 21.4983
[83] valid_0's poisson: -96.1765 valid_0's huber: 21.4153
[84] valid_0's poisson: -96.2633 valid_0's huber: 21.3304
[85] valid_0's poisson: -96.3509 valid_0's huber: 21.2456
[86] valid_0's poisson: -96.4395 valid_0's huber: 21.1638
[87] valid_0's poisson: -96.5259 valid_0's huber: 21.0798
[88] valid_0's poisson: -96.6117 valid_0's huber: 20.9964
[89] valid_0's poisson: -96.6986 valid_0's huber: 20.9157
[90] valid_0's poisson: -96.7833 valid_0's huber: 20.8332
[91] valid_0's poisson: -96.866 valid_0's huber: 20.7516
[92] valid_0's poisson: -96.9505 valid_0's huber: 20.6704
[93] valid_0's poisson: -97.0369 valid_0's huber: 20.5907
[94] valid_0's poisson: -97.1195 valid_0's huber: 20.5097
[95] valid_0's poisson: -97.2018 valid_0's huber: 20.4318
[96] valid_0's poisson: -97.2793 valid_0's huber: 20.3507
[97] valid_0's poisson: -97.3635 valid_0's huber: 20.2729
[98] valid_0's poisson: -97.4385 valid_0's huber: 20.1939
[99] valid_0's poisson: -97.5185 valid_0's huber: 20.1108
[100] valid_0's poisson: -97.5994 valid_0's huber: 20.0352
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2983 valid_0's huber: 29.7676
[2] valid_0's poisson: -87.4321 valid_0's huber: 29.6503
[3] valid_0's poisson: -87.5651 valid_0's huber: 29.5335
[4] valid_0's poisson: -87.6973 valid_0's huber: 29.4172
[5] valid_0's poisson: -87.8286 valid_0's huber: 29.3014
[6] valid_0's poisson: -87.9591 valid_0's huber: 29.1861
[7] valid_0's poisson: -88.0889 valid_0's huber: 29.0711
[8] valid_0's poisson: -88.2166 valid_0's huber: 28.9564
[9] valid_0's poisson: -88.3448 valid_0's huber: 28.8424
[10] valid_0's poisson: -88.4723 valid_0's huber: 28.7289
[11] valid_0's poisson: -88.5976 valid_0's huber: 28.6156
[12] valid_0's poisson: -88.7236 valid_0's huber: 28.5031
[13] valid_0's poisson: -88.8487 valid_0's huber: 28.391
[14] valid_0's poisson: -88.972 valid_0's huber: 28.279
[15] valid_0's poisson: -89.0958 valid_0's huber: 28.1677
[16] valid_0's poisson: -89.2189 valid_0's huber: 28.0566
[17] valid_0's poisson: -89.3401 valid_0's huber: 27.9458
[18] valid_0's poisson: -89.4616 valid_0's huber: 27.8358
[19] valid_0's poisson: -89.5831 valid_0's huber: 27.7256
[20] valid_0's poisson: -89.702 valid_0's huber: 27.616
[21] valid_0's poisson: -89.8226 valid_0's huber: 27.5059
[22] valid_0's poisson: -89.9412 valid_0's huber: 27.396
[23] valid_0's poisson: -90.0604 valid_0's huber: 27.2867
[24] valid_0's poisson: -90.1791 valid_0's huber: 27.1778
[25] valid_0's poisson: -90.2957 valid_0's huber: 27.0693
[26] valid_0's poisson: -90.4105 valid_0's huber: 26.9613
[27] valid_0's poisson: -90.5269 valid_0's huber: 26.8539
[28] valid_0's poisson: -90.6413 valid_0's huber: 26.747
[29] valid_0's poisson: -90.754 valid_0's huber: 26.6404
[30] valid_0's poisson: -90.8659 valid_0's huber: 26.5344
[31] valid_0's poisson: -90.9795 valid_0's huber: 26.429
[32] valid_0's poisson: -91.0915 valid_0's huber: 26.3235
[33] valid_0's poisson: -91.2008 valid_0's huber: 26.2194
[34] valid_0's poisson: -91.3113 valid_0's huber: 26.1153
[35] valid_0's poisson: -91.4209 valid_0's huber: 26.0118
[36] valid_0's poisson: -91.5302 valid_0's huber: 25.9081
[37] valid_0's poisson: -91.6392 valid_0's huber: 25.8061
[38] valid_0's poisson: -91.7472 valid_0's huber: 25.7033
[39] valid_0's poisson: -91.8551 valid_0's huber: 25.6017
[40] valid_0's poisson: -91.96 valid_0's huber: 25.5005
[41] valid_0's poisson: -92.0663 valid_0's huber: 25.4
[42] valid_0's poisson: -92.1718 valid_0's huber: 25.2988
[43] valid_0's poisson: -92.2746 valid_0's huber: 25.1989
[44] valid_0's poisson: -92.3796 valid_0's huber: 25.0991
[45] valid_0's poisson: -92.4827 valid_0's huber: 24.9997
[46] valid_0's poisson: -92.5877 valid_0's huber: 24.8979
[47] valid_0's poisson: -92.6919 valid_0's huber: 24.7965
[48] valid_0's poisson: -92.7933 valid_0's huber: 24.6978
[49] valid_0's poisson: -92.895 valid_0's huber: 24.6001
[50] valid_0's poisson: -92.9974 valid_0's huber: 24.5
[51] valid_0's poisson: -93.0987 valid_0's huber: 24.4006
[52] valid_0's poisson: -93.205 valid_0's huber: 24.3061
[53] valid_0's poisson: -93.3055 valid_0's huber: 24.2073
[54] valid_0's poisson: -93.4053 valid_0's huber: 24.109
[55] valid_0's poisson: -93.51 valid_0's huber: 24.0156
[56] valid_0's poisson: -93.6087 valid_0's huber: 23.9182
[57] valid_0's poisson: -93.7067 valid_0's huber: 23.8213
[58] valid_0's poisson: -93.8099 valid_0's huber: 23.7286
[59] valid_0's poisson: -93.9067 valid_0's huber: 23.6325
[60] valid_0's poisson: -94.0031 valid_0's huber: 23.5369
[61] valid_0's poisson: -94.105 valid_0's huber: 23.4453
[62] valid_0's poisson: -94.2053 valid_0's huber: 23.3517
[63] valid_0's poisson: -94.3049 valid_0's huber: 23.2586
[64] valid_0's poisson: -94.4052 valid_0's huber: 23.1678
[65] valid_0's poisson: -94.4988 valid_0's huber: 23.0741
[66] valid_0's poisson: -94.5967 valid_0's huber: 22.9822
[67] valid_0's poisson: -94.6889 valid_0's huber: 22.8895
[68] valid_0's poisson: -94.7871 valid_0's huber: 22.8001
[69] valid_0's poisson: -94.8839 valid_0's huber: 22.709
[70] valid_0's poisson: -94.98 valid_0's huber: 22.6184
[71] valid_0's poisson: -95.0767 valid_0's huber: 22.5299
[72] valid_0's poisson: -95.1669 valid_0's huber: 22.4389
[73] valid_0's poisson: -95.259 valid_0's huber: 22.346
[74] valid_0's poisson: -95.3546 valid_0's huber: 22.2584
[75] valid_0's poisson: -95.4478 valid_0's huber: 22.1668
[76] valid_0's poisson: -95.5381 valid_0's huber: 22.0753
[77] valid_0's poisson: -95.6323 valid_0's huber: 21.9886
[78] valid_0's poisson: -95.7223 valid_0's huber: 21.8977
[79] valid_0's poisson: -95.8083 valid_0's huber: 21.81
[80] valid_0's poisson: -95.8937 valid_0's huber: 21.7227
[81] valid_0's poisson: -95.9841 valid_0's huber: 21.6362
[82] valid_0's poisson: -96.0742 valid_0's huber: 21.552
[83] valid_0's poisson: -96.1635 valid_0's huber: 21.4682
[84] valid_0's poisson: -96.2521 valid_0's huber: 21.3831
[85] valid_0's poisson: -96.3391 valid_0's huber: 21.298
[86] valid_0's poisson: -96.4264 valid_0's huber: 21.2139
[87] valid_0's poisson: -96.5085 valid_0's huber: 21.1295
[88] valid_0's poisson: -96.5936 valid_0's huber: 21.046
[89] valid_0's poisson: -96.6793 valid_0's huber: 20.9653
[90] valid_0's poisson: -96.7631 valid_0's huber: 20.8831
[91] valid_0's poisson: -96.8462 valid_0's huber: 20.8014
[92] valid_0's poisson: -96.9287 valid_0's huber: 20.7206
[93] valid_0's poisson: -97.0108 valid_0's huber: 20.6394
[94] valid_0's poisson: -97.0876 valid_0's huber: 20.5588
[95] valid_0's poisson: -97.1684 valid_0's huber: 20.4789
[96] valid_0's poisson: -97.2484 valid_0's huber: 20.3995
[97] valid_0's poisson: -97.3294 valid_0's huber: 20.3224
[98] valid_0's poisson: -97.409 valid_0's huber: 20.2393
[99] valid_0's poisson: -97.4903 valid_0's huber: 20.1626
[100] valid_0's poisson: -97.5678 valid_0's huber: 20.0859
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2105 valid_0's huber: 29.7798
[2] valid_0's poisson: -87.2473 valid_0's huber: 29.748
[3] valid_0's poisson: -87.284 valid_0's huber: 29.7161
[4] valid_0's poisson: -87.3206 valid_0's huber: 29.6843
[5] valid_0's poisson: -87.3572 valid_0's huber: 29.6525
[6] valid_0's poisson: -87.3938 valid_0's huber: 29.6208
[7] valid_0's poisson: -87.4303 valid_0's huber: 29.589
[8] valid_0's poisson: -87.4667 valid_0's huber: 29.5573
[9] valid_0's poisson: -87.503 valid_0's huber: 29.5257
[10] valid_0's poisson: -87.5392 valid_0's huber: 29.4942
[11] valid_0's poisson: -87.5754 valid_0's huber: 29.4626
[12] valid_0's poisson: -87.6115 valid_0's huber: 29.4311
[13] valid_0's poisson: -87.6476 valid_0's huber: 29.3996
[14] valid_0's poisson: -87.6835 valid_0's huber: 29.3679
[15] valid_0's poisson: -87.7195 valid_0's huber: 29.3364
[16] valid_0's poisson: -87.7552 valid_0's huber: 29.3048
[17] valid_0's poisson: -87.7911 valid_0's huber: 29.2734
[18] valid_0's poisson: -87.8268 valid_0's huber: 29.2421
[19] valid_0's poisson: -87.8625 valid_0's huber: 29.2105
[20] valid_0's poisson: -87.8981 valid_0's huber: 29.1793
[21] valid_0's poisson: -87.9336 valid_0's huber: 29.1478
[22] valid_0's poisson: -87.9692 valid_0's huber: 29.1166
[23] valid_0's poisson: -88.0047 valid_0's huber: 29.0854
[24] valid_0's poisson: -88.04 valid_0's huber: 29.054
[25] valid_0's poisson: -88.0754 valid_0's huber: 29.0229
[26] valid_0's poisson: -88.1108 valid_0's huber: 28.9918
[27] valid_0's poisson: -88.1459 valid_0's huber: 28.9605
[28] valid_0's poisson: -88.1812 valid_0's huber: 28.9295
[29] valid_0's poisson: -88.2164 valid_0's huber: 28.8985
[30] valid_0's poisson: -88.2516 valid_0's huber: 28.8674
[31] valid_0's poisson: -88.2865 valid_0's huber: 28.8363
[32] valid_0's poisson: -88.3215 valid_0's huber: 28.8055
[33] valid_0's poisson: -88.3562 valid_0's huber: 28.7745
[34] valid_0's poisson: -88.3911 valid_0's huber: 28.7438
[35] valid_0's poisson: -88.4259 valid_0's huber: 28.7131
[36] valid_0's poisson: -88.4604 valid_0's huber: 28.6822
[37] valid_0's poisson: -88.4951 valid_0's huber: 28.6516
[38] valid_0's poisson: -88.5296 valid_0's huber: 28.6208
[39] valid_0's poisson: -88.564 valid_0's huber: 28.59
[40] valid_0's poisson: -88.5985 valid_0's huber: 28.5594
[41] valid_0's poisson: -88.6328 valid_0's huber: 28.5287
[42] valid_0's poisson: -88.6672 valid_0's huber: 28.4982
[43] valid_0's poisson: -88.7014 valid_0's huber: 28.4676
[44] valid_0's poisson: -88.7357 valid_0's huber: 28.4371
[45] valid_0's poisson: -88.7698 valid_0's huber: 28.4065
[46] valid_0's poisson: -88.8039 valid_0's huber: 28.3762
[47] valid_0's poisson: -88.8379 valid_0's huber: 28.3457
[48] valid_0's poisson: -88.872 valid_0's huber: 28.3154
[49] valid_0's poisson: -88.9058 valid_0's huber: 28.2849
[50] valid_0's poisson: -88.9398 valid_0's huber: 28.2547
[51] valid_0's poisson: -88.9735 valid_0's huber: 28.2243
[52] valid_0's poisson: -89.0073 valid_0's huber: 28.1942
[53] valid_0's poisson: -89.041 valid_0's huber: 28.1639
[54] valid_0's poisson: -89.0747 valid_0's huber: 28.1338
[55] valid_0's poisson: -89.1084 valid_0's huber: 28.1037
[56] valid_0's poisson: -89.142 valid_0's huber: 28.0736
[57] valid_0's poisson: -89.1756 valid_0's huber: 28.0436
[58] valid_0's poisson: -89.209 valid_0's huber: 28.0134
[59] valid_0's poisson: -89.2425 valid_0's huber: 27.9834
[60] valid_0's poisson: -89.2759 valid_0's huber: 27.9535
[61] valid_0's poisson: -89.3092 valid_0's huber: 27.9234
[62] valid_0's poisson: -89.3425 valid_0's huber: 27.8935
[63] valid_0's poisson: -89.3757 valid_0's huber: 27.8637
[64] valid_0's poisson: -89.4089 valid_0's huber: 27.8337
[65] valid_0's poisson: -89.442 valid_0's huber: 27.804
[66] valid_0's poisson: -89.4751 valid_0's huber: 27.7743
[67] valid_0's poisson: -89.5081 valid_0's huber: 27.7444
[68] valid_0's poisson: -89.5411 valid_0's huber: 27.7148
[69] valid_0's poisson: -89.5739 valid_0's huber: 27.6849
[70] valid_0's poisson: -89.6068 valid_0's huber: 27.6554
[71] valid_0's poisson: -89.6397 valid_0's huber: 27.6258
[72] valid_0's poisson: -89.6724 valid_0's huber: 27.5961
[73] valid_0's poisson: -89.7052 valid_0's huber: 27.5665
[74] valid_0's poisson: -89.7378 valid_0's huber: 27.5368
[75] valid_0's poisson: -89.7705 valid_0's huber: 27.5073
[76] valid_0's poisson: -89.8031 valid_0's huber: 27.4776
[77] valid_0's poisson: -89.8358 valid_0's huber: 27.4481
[78] valid_0's poisson: -89.8682 valid_0's huber: 27.4185
[79] valid_0's poisson: -89.9005 valid_0's huber: 27.3889
[80] valid_0's poisson: -89.933 valid_0's huber: 27.3595
[81] valid_0's poisson: -89.9655 valid_0's huber: 27.3301
[82] valid_0's poisson: -89.9977 valid_0's huber: 27.3007
[83] valid_0's poisson: -90.0301 valid_0's huber: 27.2713
[84] valid_0's poisson: -90.0623 valid_0's huber: 27.2419
[85] valid_0's poisson: -90.0944 valid_0's huber: 27.2125
[86] valid_0's poisson: -90.1266 valid_0's huber: 27.1832
[87] valid_0's poisson: -90.1586 valid_0's huber: 27.1539
[88] valid_0's poisson: -90.1907 valid_0's huber: 27.1247
[89] valid_0's poisson: -90.2225 valid_0's huber: 27.0955
[90] valid_0's poisson: -90.2564 valid_0's huber: 27.0669
[91] valid_0's poisson: -90.2882 valid_0's huber: 27.0377
[92] valid_0's poisson: -90.3218 valid_0's huber: 27.0092
[93] valid_0's poisson: -90.3535 valid_0's huber: 26.9801
[94] valid_0's poisson: -90.3872 valid_0's huber: 26.9516
[95] valid_0's poisson: -90.4208 valid_0's huber: 26.9232
[96] valid_0's poisson: -90.4523 valid_0's huber: 26.8942
[97] valid_0's poisson: -90.4859 valid_0's huber: 26.8658
[98] valid_0's poisson: -90.5173 valid_0's huber: 26.8368
[99] valid_0's poisson: -90.5506 valid_0's huber: 26.8086
[100] valid_0's poisson: -90.584 valid_0's huber: 26.7803
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2108 valid_0's huber: 29.7781
[2] valid_0's poisson: -87.2475 valid_0's huber: 29.7465
[3] valid_0's poisson: -87.2842 valid_0's huber: 29.715
[4] valid_0's poisson: -87.3208 valid_0's huber: 29.6835
[5] valid_0's poisson: -87.3573 valid_0's huber: 29.652
[6] valid_0's poisson: -87.3938 valid_0's huber: 29.6206
[7] valid_0's poisson: -87.4303 valid_0's huber: 29.5892
[8] valid_0's poisson: -87.4666 valid_0's huber: 29.5578
[9] valid_0's poisson: -87.503 valid_0's huber: 29.5264
[10] valid_0's poisson: -87.5392 valid_0's huber: 29.4951
[11] valid_0's poisson: -87.5754 valid_0's huber: 29.4638
[12] valid_0's poisson: -87.6115 valid_0's huber: 29.4325
[13] valid_0's poisson: -87.6476 valid_0's huber: 29.4013
[14] valid_0's poisson: -87.6836 valid_0's huber: 29.3701
[15] valid_0's poisson: -87.7195 valid_0's huber: 29.339
[16] valid_0's poisson: -87.7554 valid_0's huber: 29.3078
[17] valid_0's poisson: -87.7912 valid_0's huber: 29.2767
[18] valid_0's poisson: -87.827 valid_0's huber: 29.2456
[19] valid_0's poisson: -87.8627 valid_0's huber: 29.2146
[20] valid_0's poisson: -87.8983 valid_0's huber: 29.1836
[21] valid_0's poisson: -87.9339 valid_0's huber: 29.1526
[22] valid_0's poisson: -87.9694 valid_0's huber: 29.1216
[23] valid_0's poisson: -88.0049 valid_0's huber: 29.0907
[24] valid_0's poisson: -88.0403 valid_0's huber: 29.0598
[25] valid_0's poisson: -88.0756 valid_0's huber: 29.0289
[26] valid_0's poisson: -88.1119 valid_0's huber: 28.9983
[27] valid_0's poisson: -88.1482 valid_0's huber: 28.9677
[28] valid_0's poisson: -88.1844 valid_0's huber: 28.9371
[29] valid_0's poisson: -88.2206 valid_0's huber: 28.9065
[30] valid_0's poisson: -88.2567 valid_0's huber: 28.876
[31] valid_0's poisson: -88.2927 valid_0's huber: 28.8455
[32] valid_0's poisson: -88.3282 valid_0's huber: 28.8139
[33] valid_0's poisson: -88.3641 valid_0's huber: 28.7835
[34] valid_0's poisson: -88.3995 valid_0's huber: 28.752
[35] valid_0's poisson: -88.4349 valid_0's huber: 28.7206
[36] valid_0's poisson: -88.4701 valid_0's huber: 28.6891
[37] valid_0's poisson: -88.5059 valid_0's huber: 28.6588
[38] valid_0's poisson: -88.5412 valid_0's huber: 28.6275
[39] valid_0's poisson: -88.5764 valid_0's huber: 28.5962
[40] valid_0's poisson: -88.6116 valid_0's huber: 28.5649
[41] valid_0's poisson: -88.6465 valid_0's huber: 28.5336
[42] valid_0's poisson: -88.6816 valid_0's huber: 28.5024
[43] valid_0's poisson: -88.7165 valid_0's huber: 28.4711
[44] valid_0's poisson: -88.7515 valid_0's huber: 28.4399
[45] valid_0's poisson: -88.7865 valid_0's huber: 28.4088
[46] valid_0's poisson: -88.8211 valid_0's huber: 28.3776
[47] valid_0's poisson: -88.8559 valid_0's huber: 28.3465
[48] valid_0's poisson: -88.8904 valid_0's huber: 28.3155
[49] valid_0's poisson: -88.9252 valid_0's huber: 28.2844
[50] valid_0's poisson: -88.9599 valid_0's huber: 28.2534
[51] valid_0's poisson: -88.9943 valid_0's huber: 28.2224
[52] valid_0's poisson: -89.0289 valid_0's huber: 28.1915
[53] valid_0's poisson: -89.0634 valid_0's huber: 28.1605
[54] valid_0's poisson: -89.0979 valid_0's huber: 28.1297
[55] valid_0's poisson: -89.132 valid_0's huber: 28.0988
[56] valid_0's poisson: -89.1664 valid_0's huber: 28.068
[57] valid_0's poisson: -89.2004 valid_0's huber: 28.0372
[58] valid_0's poisson: -89.2347 valid_0's huber: 28.0064
[59] valid_0's poisson: -89.2689 valid_0's huber: 27.9756
[60] valid_0's poisson: -89.3028 valid_0's huber: 27.9449
[61] valid_0's poisson: -89.3369 valid_0's huber: 27.9142
[62] valid_0's poisson: -89.3709 valid_0's huber: 27.8835
[63] valid_0's poisson: -89.4046 valid_0's huber: 27.8529
[64] valid_0's poisson: -89.4385 valid_0's huber: 27.8223
[65] valid_0's poisson: -89.4721 valid_0's huber: 27.7917
[66] valid_0's poisson: -89.5059 valid_0's huber: 27.7612
[67] valid_0's poisson: -89.5397 valid_0's huber: 27.7307
[68] valid_0's poisson: -89.5731 valid_0's huber: 27.7002
[69] valid_0's poisson: -89.6067 valid_0's huber: 27.6697
[70] valid_0's poisson: -89.6403 valid_0's huber: 27.6393
[71] valid_0's poisson: -89.6736 valid_0's huber: 27.6089
[72] valid_0's poisson: -89.7071 valid_0's huber: 27.5786
[73] valid_0's poisson: -89.7402 valid_0's huber: 27.5483
[74] valid_0's poisson: -89.7736 valid_0's huber: 27.518
[75] valid_0's poisson: -89.8069 valid_0's huber: 27.4877
[76] valid_0's poisson: -89.84 valid_0's huber: 27.4575
[77] valid_0's poisson: -89.873 valid_0's huber: 27.4273
[78] valid_0's poisson: -89.9061 valid_0's huber: 27.3971
[79] valid_0's poisson: -89.9393 valid_0's huber: 27.3669
[80] valid_0's poisson: -89.9721 valid_0's huber: 27.3368
[81] valid_0's poisson: -90.0051 valid_0's huber: 27.3067
[82] valid_0's poisson: -90.038 valid_0's huber: 27.2766
[83] valid_0's poisson: -90.0706 valid_0's huber: 27.2466
[84] valid_0's poisson: -90.1035 valid_0's huber: 27.2166
[85] valid_0's poisson: -90.136 valid_0's huber: 27.1866
[86] valid_0's poisson: -90.1688 valid_0's huber: 27.1567
[87] valid_0's poisson: -90.2014 valid_0's huber: 27.1268
[88] valid_0's poisson: -90.2338 valid_0's huber: 27.097
[89] valid_0's poisson: -90.2663 valid_0's huber: 27.0672
[90] valid_0's poisson: -90.2986 valid_0's huber: 27.0374
[91] valid_0's poisson: -90.331 valid_0's huber: 27.0077
[92] valid_0's poisson: -90.3634 valid_0's huber: 26.9781
[93] valid_0's poisson: -90.3955 valid_0's huber: 26.9485
[94] valid_0's poisson: -90.4277 valid_0's huber: 26.919
[95] valid_0's poisson: -90.4597 valid_0's huber: 26.8894
[96] valid_0's poisson: -90.4919 valid_0's huber: 26.86
[97] valid_0's poisson: -90.524 valid_0's huber: 26.8305
[98] valid_0's poisson: -90.5558 valid_0's huber: 26.8011
[99] valid_0's poisson: -90.5878 valid_0's huber: 26.7718
[100] valid_0's poisson: -90.6197 valid_0's huber: 26.7425
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2063 valid_0's huber: 29.8107
[2] valid_0's poisson: -87.243 valid_0's huber: 29.7785
[3] valid_0's poisson: -87.2796 valid_0's huber: 29.7463
[4] valid_0's poisson: -87.3161 valid_0's huber: 29.7142
[5] valid_0's poisson: -87.3526 valid_0's huber: 29.6821
[6] valid_0's poisson: -87.389 valid_0's huber: 29.65
[7] valid_0's poisson: -87.4255 valid_0's huber: 29.6179
[8] valid_0's poisson: -87.4618 valid_0's huber: 29.5859
[9] valid_0's poisson: -87.4981 valid_0's huber: 29.5539
[10] valid_0's poisson: -87.5344 valid_0's huber: 29.5219
[11] valid_0's poisson: -87.5706 valid_0's huber: 29.49
[12] valid_0's poisson: -87.6067 valid_0's huber: 29.4581
[13] valid_0's poisson: -87.6427 valid_0's huber: 29.4262
[14] valid_0's poisson: -87.6788 valid_0's huber: 29.3944
[15] valid_0's poisson: -87.7147 valid_0's huber: 29.3626
[16] valid_0's poisson: -87.7506 valid_0's huber: 29.3308
[17] valid_0's poisson: -87.7864 valid_0's huber: 29.2991
[18] valid_0's poisson: -87.8222 valid_0's huber: 29.2674
[19] valid_0's poisson: -87.8582 valid_0's huber: 29.2359
[20] valid_0's poisson: -87.8938 valid_0's huber: 29.2043
[21] valid_0's poisson: -87.9297 valid_0's huber: 29.1728
[22] valid_0's poisson: -87.9655 valid_0's huber: 29.1414
[23] valid_0's poisson: -88.001 valid_0's huber: 29.1098
[24] valid_0's poisson: -88.0366 valid_0's huber: 29.0785
[25] valid_0's poisson: -88.0723 valid_0's huber: 29.0471
[26] valid_0's poisson: -88.1076 valid_0's huber: 29.0157
[27] valid_0's poisson: -88.1431 valid_0's huber: 28.9844
[28] valid_0's poisson: -88.1786 valid_0's huber: 28.9531
[29] valid_0's poisson: -88.2138 valid_0's huber: 28.9217
[30] valid_0's poisson: -88.2492 valid_0's huber: 28.8905
[31] valid_0's poisson: -88.2843 valid_0's huber: 28.8592
[32] valid_0's poisson: -88.3195 valid_0's huber: 28.8281
[33] valid_0's poisson: -88.3546 valid_0's huber: 28.7968
[34] valid_0's poisson: -88.3897 valid_0's huber: 28.7657
[35] valid_0's poisson: -88.4247 valid_0's huber: 28.7344
[36] valid_0's poisson: -88.4598 valid_0's huber: 28.7032
[37] valid_0's poisson: -88.4946 valid_0's huber: 28.6721
[38] valid_0's poisson: -88.5296 valid_0's huber: 28.641
[39] valid_0's poisson: -88.5645 valid_0's huber: 28.6101
[40] valid_0's poisson: -88.5992 valid_0's huber: 28.5789
[41] valid_0's poisson: -88.634 valid_0's huber: 28.548
[42] valid_0's poisson: -88.6685 valid_0's huber: 28.517
[43] valid_0's poisson: -88.7033 valid_0's huber: 28.4861
[44] valid_0's poisson: -88.738 valid_0's huber: 28.4552
[45] valid_0's poisson: -88.7724 valid_0's huber: 28.4242
[46] valid_0's poisson: -88.8068 valid_0's huber: 28.3935
[47] valid_0's poisson: -88.8411 valid_0's huber: 28.3626
[48] valid_0's poisson: -88.8755 valid_0's huber: 28.332
[49] valid_0's poisson: -88.9099 valid_0's huber: 28.3013
[50] valid_0's poisson: -88.944 valid_0's huber: 28.2705
[51] valid_0's poisson: -88.9782 valid_0's huber: 28.24
[52] valid_0's poisson: -89.0124 valid_0's huber: 28.2094
[53] valid_0's poisson: -89.0465 valid_0's huber: 28.1789
[54] valid_0's poisson: -89.0804 valid_0's huber: 28.1482
[55] valid_0's poisson: -89.1145 valid_0's huber: 28.1177
[56] valid_0's poisson: -89.1484 valid_0's huber: 28.0873
[57] valid_0's poisson: -89.1822 valid_0's huber: 28.0567
[58] valid_0's poisson: -89.2161 valid_0's huber: 28.0263
[59] valid_0's poisson: -89.2497 valid_0's huber: 27.9958
[60] valid_0's poisson: -89.2835 valid_0's huber: 27.9654
[61] valid_0's poisson: -89.3172 valid_0's huber: 27.9352
[62] valid_0's poisson: -89.3507 valid_0's huber: 27.9047
[63] valid_0's poisson: -89.3844 valid_0's huber: 27.8744
[64] valid_0's poisson: -89.4177 valid_0's huber: 27.8441
[65] valid_0's poisson: -89.4512 valid_0's huber: 27.8138
[66] valid_0's poisson: -89.4847 valid_0's huber: 27.7836
[67] valid_0's poisson: -89.5179 valid_0's huber: 27.7533
[68] valid_0's poisson: -89.5513 valid_0's huber: 27.7232
[69] valid_0's poisson: -89.5843 valid_0's huber: 27.693
[70] valid_0's poisson: -89.6176 valid_0's huber: 27.6629
[71] valid_0's poisson: -89.6506 valid_0's huber: 27.6327
[72] valid_0's poisson: -89.6837 valid_0's huber: 27.6028
[73] valid_0's poisson: -89.7166 valid_0's huber: 27.5726
[74] valid_0's poisson: -89.7496 valid_0's huber: 27.5428
[75] valid_0's poisson: -89.7826 valid_0's huber: 27.5128
[76] valid_0's poisson: -89.8154 valid_0's huber: 27.4828
[77] valid_0's poisson: -89.8481 valid_0's huber: 27.453
[78] valid_0's poisson: -89.881 valid_0's huber: 27.4232
[79] valid_0's poisson: -89.9136 valid_0's huber: 27.3932
[80] valid_0's poisson: -89.9462 valid_0's huber: 27.3635
[81] valid_0's poisson: -89.9789 valid_0's huber: 27.3338
[82] valid_0's poisson: -90.0112 valid_0's huber: 27.304
[83] valid_0's poisson: -90.0438 valid_0's huber: 27.2743
[84] valid_0's poisson: -90.0762 valid_0's huber: 27.2448
[85] valid_0's poisson: -90.1083 valid_0's huber: 27.2151
[86] valid_0's poisson: -90.1408 valid_0's huber: 27.1855
[87] valid_0's poisson: -90.1727 valid_0's huber: 27.156
[88] valid_0's poisson: -90.2069 valid_0's huber: 27.1271
[89] valid_0's poisson: -90.239 valid_0's huber: 27.0974
[90] valid_0's poisson: -90.2729 valid_0's huber: 27.0686
[91] valid_0's poisson: -90.3069 valid_0's huber: 27.0399
[92] valid_0's poisson: -90.3386 valid_0's huber: 27.0107
[93] valid_0's poisson: -90.3725 valid_0's huber: 26.982
[94] valid_0's poisson: -90.4063 valid_0's huber: 26.9534
[95] valid_0's poisson: -90.4378 valid_0's huber: 26.9242
[96] valid_0's poisson: -90.4716 valid_0's huber: 26.8957
[97] valid_0's poisson: -90.5052 valid_0's huber: 26.8672
[98] valid_0's poisson: -90.5368 valid_0's huber: 26.838
[99] valid_0's poisson: -90.5704 valid_0's huber: 26.8095
[100] valid_0's poisson: -90.6017 valid_0's huber: 26.7806
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2128 valid_0's huber: 29.7615
[2] valid_0's poisson: -87.2495 valid_0's huber: 29.7293
[3] valid_0's poisson: -87.2862 valid_0's huber: 29.6973
[4] valid_0's poisson: -87.3228 valid_0's huber: 29.6652
[5] valid_0's poisson: -87.3594 valid_0's huber: 29.6332
[6] valid_0's poisson: -87.3959 valid_0's huber: 29.6012
[7] valid_0's poisson: -87.4324 valid_0's huber: 29.5692
[8] valid_0's poisson: -87.4687 valid_0's huber: 29.5372
[9] valid_0's poisson: -87.5051 valid_0's huber: 29.5053
[10] valid_0's poisson: -87.5414 valid_0's huber: 29.4735
[11] valid_0's poisson: -87.5776 valid_0's huber: 29.4416
[12] valid_0's poisson: -87.6137 valid_0's huber: 29.4098
[13] valid_0's poisson: -87.6498 valid_0's huber: 29.3781
[14] valid_0's poisson: -87.6859 valid_0's huber: 29.3463
[15] valid_0's poisson: -87.7218 valid_0's huber: 29.3146
[16] valid_0's poisson: -87.7578 valid_0's huber: 29.283
[17] valid_0's poisson: -87.7936 valid_0's huber: 29.2513
[18] valid_0's poisson: -87.8294 valid_0's huber: 29.2197
[19] valid_0's poisson: -87.8651 valid_0's huber: 29.1882
[20] valid_0's poisson: -87.9008 valid_0's huber: 29.1566
[21] valid_0's poisson: -87.9367 valid_0's huber: 29.1253
[22] valid_0's poisson: -87.9722 valid_0's huber: 29.0938
[23] valid_0's poisson: -88.008 valid_0's huber: 29.0625
[24] valid_0's poisson: -88.0434 valid_0's huber: 29.0311
[25] valid_0's poisson: -88.079 valid_0's huber: 28.9999
[26] valid_0's poisson: -88.1145 valid_0's huber: 28.9688
[27] valid_0's poisson: -88.1498 valid_0's huber: 28.9375
[28] valid_0's poisson: -88.1852 valid_0's huber: 28.9064
[29] valid_0's poisson: -88.2203 valid_0's huber: 28.8751
[30] valid_0's poisson: -88.2556 valid_0's huber: 28.8441
[31] valid_0's poisson: -88.2908 valid_0's huber: 28.8131
[32] valid_0's poisson: -88.3259 valid_0's huber: 28.7819
[33] valid_0's poisson: -88.361 valid_0's huber: 28.751
[34] valid_0's poisson: -88.3959 valid_0's huber: 28.7199
[35] valid_0's poisson: -88.4309 valid_0's huber: 28.689
[36] valid_0's poisson: -88.4658 valid_0's huber: 28.6581
[37] valid_0's poisson: -88.5006 valid_0's huber: 28.6271
[38] valid_0's poisson: -88.5354 valid_0's huber: 28.5963
[39] valid_0's poisson: -88.57 valid_0's huber: 28.5654
[40] valid_0's poisson: -88.6047 valid_0's huber: 28.5347
[41] valid_0's poisson: -88.6392 valid_0's huber: 28.5038
[42] valid_0's poisson: -88.6738 valid_0's huber: 28.4731
[43] valid_0's poisson: -88.7082 valid_0's huber: 28.4423
[44] valid_0's poisson: -88.7427 valid_0's huber: 28.4117
[45] valid_0's poisson: -88.777 valid_0's huber: 28.381
[46] valid_0's poisson: -88.8113 valid_0's huber: 28.3505
[47] valid_0's poisson: -88.8457 valid_0's huber: 28.32
[48] valid_0's poisson: -88.8799 valid_0's huber: 28.2895
[49] valid_0's poisson: -88.9139 valid_0's huber: 28.2589
[50] valid_0's poisson: -88.9481 valid_0's huber: 28.2285
[51] valid_0's poisson: -88.9821 valid_0's huber: 28.1982
[52] valid_0's poisson: -89.0157 valid_0's huber: 28.1679
[53] valid_0's poisson: -89.0497 valid_0's huber: 28.1376
[54] valid_0's poisson: -89.0836 valid_0's huber: 28.1073
[55] valid_0's poisson: -89.1175 valid_0's huber: 28.077
[56] valid_0's poisson: -89.1509 valid_0's huber: 28.0468
[57] valid_0's poisson: -89.1846 valid_0's huber: 28.0166
[58] valid_0's poisson: -89.2184 valid_0's huber: 27.9865
[59] valid_0's poisson: -89.252 valid_0's huber: 27.9563
[60] valid_0's poisson: -89.2854 valid_0's huber: 27.926
[61] valid_0's poisson: -89.3189 valid_0's huber: 27.8959
[62] valid_0's poisson: -89.3526 valid_0's huber: 27.8658
[63] valid_0's poisson: -89.3858 valid_0's huber: 27.8356
[64] valid_0's poisson: -89.4192 valid_0's huber: 27.8056
[65] valid_0's poisson: -89.4526 valid_0's huber: 27.7755
[66] valid_0's poisson: -89.4857 valid_0's huber: 27.7454
[67] valid_0's poisson: -89.5189 valid_0's huber: 27.7155
[68] valid_0's poisson: -89.5523 valid_0's huber: 27.6854
[69] valid_0's poisson: -89.5851 valid_0's huber: 27.6554
[70] valid_0's poisson: -89.6182 valid_0's huber: 27.6256
[71] valid_0's poisson: -89.6514 valid_0's huber: 27.5956
[72] valid_0's poisson: -89.6841 valid_0's huber: 27.5657
[73] valid_0's poisson: -89.7172 valid_0's huber: 27.5358
[74] valid_0's poisson: -89.7501 valid_0's huber: 27.506
[75] valid_0's poisson: -89.7827 valid_0's huber: 27.4762
[76] valid_0's poisson: -89.8156 valid_0's huber: 27.4464
[77] valid_0's poisson: -89.8483 valid_0's huber: 27.4168
[78] valid_0's poisson: -89.8807 valid_0's huber: 27.387
[79] valid_0's poisson: -89.9134 valid_0's huber: 27.3573
[80] valid_0's poisson: -89.946 valid_0's huber: 27.3277
[81] valid_0's poisson: -89.9782 valid_0's huber: 27.2981
[82] valid_0's poisson: -90.0108 valid_0's huber: 27.2685
[83] valid_0's poisson: -90.0433 valid_0's huber: 27.2389
[84] valid_0's poisson: -90.0758 valid_0's huber: 27.2094
[85] valid_0's poisson: -90.1078 valid_0's huber: 27.1798
[86] valid_0's poisson: -90.1401 valid_0's huber: 27.1505
[87] valid_0's poisson: -90.1725 valid_0's huber: 27.121
[88] valid_0's poisson: -90.2047 valid_0's huber: 27.0917
[89] valid_0's poisson: -90.2364 valid_0's huber: 27.0625
[90] valid_0's poisson: -90.2685 valid_0's huber: 27.0333
[91] valid_0's poisson: -90.3001 valid_0's huber: 27.0042
[92] valid_0's poisson: -90.3321 valid_0's huber: 26.9751
[93] valid_0's poisson: -90.366 valid_0's huber: 26.9465
[94] valid_0's poisson: -90.3977 valid_0's huber: 26.9173
[95] valid_0's poisson: -90.4316 valid_0's huber: 26.8888
[96] valid_0's poisson: -90.4654 valid_0's huber: 26.8604
[97] valid_0's poisson: -90.497 valid_0's huber: 26.8312
[98] valid_0's poisson: -90.5306 valid_0's huber: 26.8029
[99] valid_0's poisson: -90.5643 valid_0's huber: 26.7745
[100] valid_0's poisson: -90.5978 valid_0's huber: 26.746
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2005 valid_0's huber: 29.8532
[2] valid_0's poisson: -87.2374 valid_0's huber: 29.8212
[3] valid_0's poisson: -87.2742 valid_0's huber: 29.7892
[4] valid_0's poisson: -87.311 valid_0's huber: 29.7572
[5] valid_0's poisson: -87.3476 valid_0's huber: 29.7252
[6] valid_0's poisson: -87.3843 valid_0's huber: 29.6933
[7] valid_0's poisson: -87.4208 valid_0's huber: 29.6614
[8] valid_0's poisson: -87.4574 valid_0's huber: 29.6296
[9] valid_0's poisson: -87.4938 valid_0's huber: 29.5977
[10] valid_0's poisson: -87.5302 valid_0's huber: 29.5659
[11] valid_0's poisson: -87.5666 valid_0's huber: 29.5342
[12] valid_0's poisson: -87.6028 valid_0's huber: 29.5024
[13] valid_0's poisson: -87.6391 valid_0's huber: 29.4707
[14] valid_0's poisson: -87.6749 valid_0's huber: 29.4394
[15] valid_0's poisson: -87.711 valid_0's huber: 29.4078
[16] valid_0's poisson: -87.7467 valid_0's huber: 29.3766
[17] valid_0's poisson: -87.7827 valid_0's huber: 29.345
[18] valid_0's poisson: -87.8183 valid_0's huber: 29.3139
[19] valid_0's poisson: -87.8538 valid_0's huber: 29.2827
[20] valid_0's poisson: -87.8896 valid_0's huber: 29.2512
[21] valid_0's poisson: -87.9249 valid_0's huber: 29.2199
[22] valid_0's poisson: -87.9603 valid_0's huber: 29.1888
[23] valid_0's poisson: -87.9956 valid_0's huber: 29.1578
[24] valid_0's poisson: -88.0308 valid_0's huber: 29.1265
[25] valid_0's poisson: -88.0664 valid_0's huber: 29.0951
[26] valid_0's poisson: -88.1019 valid_0's huber: 29.0638
[27] valid_0's poisson: -88.1369 valid_0's huber: 29.0326
[28] valid_0's poisson: -88.1722 valid_0's huber: 29.0013
[29] valid_0's poisson: -88.2076 valid_0's huber: 28.9701
[30] valid_0's poisson: -88.2424 valid_0's huber: 28.939
[31] valid_0's poisson: -88.2776 valid_0's huber: 28.9078
[32] valid_0's poisson: -88.3123 valid_0's huber: 28.8768
[33] valid_0's poisson: -88.3474 valid_0's huber: 28.8457
[34] valid_0's poisson: -88.3825 valid_0's huber: 28.8146
[35] valid_0's poisson: -88.4171 valid_0's huber: 28.7837
[36] valid_0's poisson: -88.452 valid_0's huber: 28.7526
[37] valid_0's poisson: -88.4864 valid_0's huber: 28.7217
[38] valid_0's poisson: -88.5213 valid_0's huber: 28.6908
[39] valid_0's poisson: -88.5562 valid_0's huber: 28.6598
[40] valid_0's poisson: -88.5905 valid_0's huber: 28.629
[41] valid_0's poisson: -88.6252 valid_0's huber: 28.5981
[42] valid_0's poisson: -88.6594 valid_0's huber: 28.5673
[43] valid_0's poisson: -88.6941 valid_0's huber: 28.5364
[44] valid_0's poisson: -88.7286 valid_0's huber: 28.5057
[45] valid_0's poisson: -88.7626 valid_0's huber: 28.475
[46] valid_0's poisson: -88.7972 valid_0's huber: 28.4442
[47] valid_0's poisson: -88.8316 valid_0's huber: 28.4134
[48] valid_0's poisson: -88.8655 valid_0's huber: 28.3828
[49] valid_0's poisson: -88.8999 valid_0's huber: 28.3521
[50] valid_0's poisson: -88.9337 valid_0's huber: 28.3216
[51] valid_0's poisson: -88.968 valid_0's huber: 28.2909
[52] valid_0's poisson: -89.0016 valid_0's huber: 28.2604
[53] valid_0's poisson: -89.0353 valid_0's huber: 28.2299
[54] valid_0's poisson: -89.0694 valid_0's huber: 28.1994
[55] valid_0's poisson: -89.1029 valid_0's huber: 28.169
[56] valid_0's poisson: -89.1369 valid_0's huber: 28.1384
[57] valid_0's poisson: -89.1704 valid_0's huber: 28.1081
[58] valid_0's poisson: -89.2043 valid_0's huber: 28.0776
[59] valid_0's poisson: -89.2381 valid_0's huber: 28.0472
[60] valid_0's poisson: -89.2714 valid_0's huber: 28.0169
[61] valid_0's poisson: -89.3052 valid_0's huber: 27.9865
[62] valid_0's poisson: -89.3383 valid_0's huber: 27.9563
[63] valid_0's poisson: -89.372 valid_0's huber: 27.9259
[64] valid_0's poisson: -89.4056 valid_0's huber: 27.8956
[65] valid_0's poisson: -89.4387 valid_0's huber: 27.8654
[66] valid_0's poisson: -89.4722 valid_0's huber: 27.8352
[67] valid_0's poisson: -89.5055 valid_0's huber: 27.8051
[68] valid_0's poisson: -89.5383 valid_0's huber: 27.775
[69] valid_0's poisson: -89.5717 valid_0's huber: 27.7448
[70] valid_0's poisson: -89.605 valid_0's huber: 27.7147
[71] valid_0's poisson: -89.6378 valid_0's huber: 27.6846
[72] valid_0's poisson: -89.6709 valid_0's huber: 27.6546
[73] valid_0's poisson: -89.7036 valid_0's huber: 27.6246
[74] valid_0's poisson: -89.7367 valid_0's huber: 27.5946
[75] valid_0's poisson: -89.7693 valid_0's huber: 27.5647
[76] valid_0's poisson: -89.8022 valid_0's huber: 27.5349
[77] valid_0's poisson: -89.8351 valid_0's huber: 27.505
[78] valid_0's poisson: -89.8679 valid_0's huber: 27.4751
[79] valid_0's poisson: -89.9005 valid_0's huber: 27.4452
[80] valid_0's poisson: -89.9332 valid_0's huber: 27.4154
[81] valid_0's poisson: -89.9658 valid_0's huber: 27.3853
[82] valid_0's poisson: -89.9985 valid_0's huber: 27.3555
[83] valid_0's poisson: -90.0307 valid_0's huber: 27.3258
[84] valid_0's poisson: -90.0634 valid_0's huber: 27.296
[85] valid_0's poisson: -90.0959 valid_0's huber: 27.266
[86] valid_0's poisson: -90.1284 valid_0's huber: 27.2363
[87] valid_0's poisson: -90.1607 valid_0's huber: 27.2065
[88] valid_0's poisson: -90.1951 valid_0's huber: 27.1774
[89] valid_0's poisson: -90.2273 valid_0's huber: 27.1476
[90] valid_0's poisson: -90.2614 valid_0's huber: 27.1188
[91] valid_0's poisson: -90.2956 valid_0's huber: 27.0899
[92] valid_0's poisson: -90.3277 valid_0's huber: 27.0602
[93] valid_0's poisson: -90.3618 valid_0's huber: 27.0313
[94] valid_0's poisson: -90.3937 valid_0's huber: 27.0017
[95] valid_0's poisson: -90.4278 valid_0's huber: 26.9728
[96] valid_0's poisson: -90.4617 valid_0's huber: 26.9441
[97] valid_0's poisson: -90.4956 valid_0's huber: 26.9153
[98] valid_0's poisson: -90.5274 valid_0's huber: 26.8858
[99] valid_0's poisson: -90.561 valid_0's huber: 26.8573
[100] valid_0's poisson: -90.5948 valid_0's huber: 26.8285
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.706 valid_0's huber: 29.3391
[2] valid_0's poisson: -88.2321 valid_0's huber: 28.8745
[3] valid_0's poisson: -88.7473 valid_0's huber: 28.4171
[4] valid_0's poisson: -89.2448 valid_0's huber: 27.9656
[5] valid_0's poisson: -89.7361 valid_0's huber: 27.5209
[6] valid_0's poisson: -90.2148 valid_0's huber: 27.0833
[7] valid_0's poisson: -90.6818 valid_0's huber: 26.647
[8] valid_0's poisson: -91.1341 valid_0's huber: 26.223
[9] valid_0's poisson: -91.5819 valid_0's huber: 25.8061
[10] valid_0's poisson: -92.0172 valid_0's huber: 25.3906
[11] valid_0's poisson: -92.4464 valid_0's huber: 24.9768
[12] valid_0's poisson: -92.8613 valid_0's huber: 24.5801
[13] valid_0's poisson: -93.2693 valid_0's huber: 24.1807
[14] valid_0's poisson: -93.6682 valid_0's huber: 23.7901
[15] valid_0's poisson: -94.0598 valid_0's huber: 23.4032
[16] valid_0's poisson: -94.4399 valid_0's huber: 23.0248
[17] valid_0's poisson: -94.8112 valid_0's huber: 22.653
[18] valid_0's poisson: -95.2022 valid_0's huber: 22.2971
[19] valid_0's poisson: -95.5836 valid_0's huber: 21.9371
[20] valid_0's poisson: -95.9496 valid_0's huber: 21.5849
[21] valid_0's poisson: -96.32 valid_0's huber: 21.2459
[22] valid_0's poisson: -96.6774 valid_0's huber: 20.9018
[23] valid_0's poisson: -97.0231 valid_0's huber: 20.5765
[24] valid_0's poisson: -97.3532 valid_0's huber: 20.2522
[25] valid_0's poisson: -97.6707 valid_0's huber: 19.9397
[26] valid_0's poisson: -97.9936 valid_0's huber: 19.6394
[27] valid_0's poisson: -98.3018 valid_0's huber: 19.3358
[28] valid_0's poisson: -98.5901 valid_0's huber: 19.0504
[29] valid_0's poisson: -98.8664 valid_0's huber: 18.7749
[30] valid_0's poisson: -99.1447 valid_0's huber: 18.4826
[31] valid_0's poisson: -99.4054 valid_0's huber: 18.2091
[32] valid_0's poisson: -99.6598 valid_0's huber: 17.9551
[33] valid_0's poisson: -99.8952 valid_0's huber: 17.7051
[34] valid_0's poisson: -100.114 valid_0's huber: 17.4663
[35] valid_0's poisson: -100.318 valid_0's huber: 17.2413
[36] valid_0's poisson: -100.521 valid_0's huber: 17.0399
[37] valid_0's poisson: -100.723 valid_0's huber: 16.8448
[38] valid_0's poisson: -100.912 valid_0's huber: 16.6623
[39] valid_0's poisson: -101.087 valid_0's huber: 16.4944
[40] valid_0's poisson: -101.251 valid_0's huber: 16.3299
[41] valid_0's poisson: -101.399 valid_0's huber: 16.1876
[42] valid_0's poisson: -101.526 valid_0's huber: 16.0602
[43] valid_0's poisson: -101.591 valid_0's huber: 15.9424
[44] valid_0's poisson: -101.687 valid_0's huber: 15.8387
[45] valid_0's poisson: -101.788 valid_0's huber: 15.7396
[46] valid_0's poisson: -101.885 valid_0's huber: 15.6465
[47] valid_0's poisson: -101.936 valid_0's huber: 15.5642
[48] valid_0's poisson: -102.001 valid_0's huber: 15.4868
[49] valid_0's poisson: -102.065 valid_0's huber: 15.415
[50] valid_0's poisson: -102.137 valid_0's huber: 15.3502
[51] valid_0's poisson: -102.195 valid_0's huber: 15.2857
[52] valid_0's poisson: -102.263 valid_0's huber: 15.2294
[53] valid_0's poisson: -102.303 valid_0's huber: 15.1764
[54] valid_0's poisson: -102.356 valid_0's huber: 15.1228
[55] valid_0's poisson: -102.375 valid_0's huber: 15.0752
[56] valid_0's poisson: -102.417 valid_0's huber: 15.0187
[57] valid_0's poisson: -102.37 valid_0's huber: 14.9694
[58] valid_0's poisson: -102.403 valid_0's huber: 14.9181
[59] valid_0's poisson: -102.432 valid_0's huber: 14.8687
[60] valid_0's poisson: -102.494 valid_0's huber: 14.8231
[61] valid_0's poisson: -102.432 valid_0's huber: 14.7812
[62] valid_0's poisson: -102.499 valid_0's huber: 14.7358
[63] valid_0's poisson: -102.524 valid_0's huber: 14.6966
[64] valid_0's poisson: -102.577 valid_0's huber: 14.6606
[65] valid_0's poisson: -102.635 valid_0's huber: 14.6152
[66] valid_0's poisson: -102.682 valid_0's huber: 14.5756
[67] valid_0's poisson: -102.871 valid_0's huber: 14.5057
[68] valid_0's poisson: -102.929 valid_0's huber: 14.4429
[69] valid_0's poisson: -103.018 valid_0's huber: 14.3839
[70] valid_0's poisson: -103.084 valid_0's huber: 14.3295
[71] valid_0's poisson: -103.144 valid_0's huber: 14.2796
[72] valid_0's poisson: -103.215 valid_0's huber: 14.2296
[73] valid_0's poisson: -103.291 valid_0's huber: 14.1803
[74] valid_0's poisson: -103.325 valid_0's huber: 14.1275
[75] valid_0's poisson: -103.357 valid_0's huber: 14.0764
[76] valid_0's poisson: -103.435 valid_0's huber: 14.0292
[77] valid_0's poisson: -103.506 valid_0's huber: 13.9861
[78] valid_0's poisson: -103.545 valid_0's huber: 13.9394
[79] valid_0's poisson: -103.641 valid_0's huber: 13.8957
[80] valid_0's poisson: -103.664 valid_0's huber: 13.8527
[81] valid_0's poisson: -103.743 valid_0's huber: 13.8112
[82] valid_0's poisson: -103.791 valid_0's huber: 13.7723
[83] valid_0's poisson: -103.898 valid_0's huber: 13.7344
[84] valid_0's poisson: -103.951 valid_0's huber: 13.6966
[85] valid_0's poisson: -104.004 valid_0's huber: 13.6614
[86] valid_0's poisson: -104.041 valid_0's huber: 13.613
[87] valid_0's poisson: -104.189 valid_0's huber: 13.5705
[88] valid_0's poisson: -104.208 valid_0's huber: 13.5301
[89] valid_0's poisson: -104.216 valid_0's huber: 13.4931
[90] valid_0's poisson: -104.156 valid_0's huber: 13.4566
[91] valid_0's poisson: -104.305 valid_0's huber: 13.4209
[92] valid_0's poisson: -104.296 valid_0's huber: 13.3857
[93] valid_0's poisson: -104.287 valid_0's huber: 13.3542
[94] valid_0's poisson: -104.358 valid_0's huber: 13.3191
[95] valid_0's poisson: -104.395 valid_0's huber: 13.2892
[96] valid_0's poisson: -104.44 valid_0's huber: 13.2581
[97] valid_0's poisson: -104.537 valid_0's huber: 13.2298
[98] valid_0's poisson: -104.514 valid_0's huber: 13.2048
[99] valid_0's poisson: -104.532 valid_0's huber: 13.172
[100] valid_0's poisson: -104.546 valid_0's huber: 13.1419
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7152 valid_0's huber: 29.3314
[2] valid_0's poisson: -88.2426 valid_0's huber: 28.8601
[3] valid_0's poisson: -88.7563 valid_0's huber: 28.3957
[4] valid_0's poisson: -89.267 valid_0's huber: 27.9347
[5] valid_0's poisson: -89.7592 valid_0's huber: 27.4812
[6] valid_0's poisson: -90.2389 valid_0's huber: 27.0343
[7] valid_0's poisson: -90.7129 valid_0's huber: 26.5965
[8] valid_0's poisson: -91.1763 valid_0's huber: 26.1675
[9] valid_0's poisson: -91.6234 valid_0's huber: 25.745
[10] valid_0's poisson: -92.0637 valid_0's huber: 25.331
[11] valid_0's poisson: -92.4887 valid_0's huber: 24.922
[12] valid_0's poisson: -92.9092 valid_0's huber: 24.5204
[13] valid_0's poisson: -93.3142 valid_0's huber: 24.1253
[14] valid_0's poisson: -93.7133 valid_0's huber: 23.7303
[15] valid_0's poisson: -94.1229 valid_0's huber: 23.3479
[16] valid_0's poisson: -94.5028 valid_0's huber: 22.9695
[17] valid_0's poisson: -94.874 valid_0's huber: 22.5982
[18] valid_0's poisson: -95.2567 valid_0's huber: 22.236
[19] valid_0's poisson: -95.6165 valid_0's huber: 21.8733
[20] valid_0's poisson: -95.9824 valid_0's huber: 21.5233
[21] valid_0's poisson: -96.3446 valid_0's huber: 21.1878
[22] valid_0's poisson: -96.6979 valid_0's huber: 20.8477
[23] valid_0's poisson: -97.0315 valid_0's huber: 20.5202
[24] valid_0's poisson: -97.3535 valid_0's huber: 20.203
[25] valid_0's poisson: -97.6846 valid_0's huber: 19.8968
[26] valid_0's poisson: -97.9989 valid_0's huber: 19.5672
[27] valid_0's poisson: -98.304 valid_0's huber: 19.2784
[28] valid_0's poisson: -98.6009 valid_0's huber: 18.9678
[29] valid_0's poisson: -98.8961 valid_0's huber: 18.695
[30] valid_0's poisson: -99.1568 valid_0's huber: 18.4148
[31] valid_0's poisson: -99.4192 valid_0's huber: 18.151
[32] valid_0's poisson: -99.669 valid_0's huber: 17.8989
[33] valid_0's poisson: -99.9052 valid_0's huber: 17.6554
[34] valid_0's poisson: -100.122 valid_0's huber: 17.4196
[35] valid_0's poisson: -100.324 valid_0's huber: 17.1946
[36] valid_0's poisson: -100.514 valid_0's huber: 16.9851
[37] valid_0's poisson: -100.699 valid_0's huber: 16.7957
[38] valid_0's poisson: -100.89 valid_0's huber: 16.6096
[39] valid_0's poisson: -101.065 valid_0's huber: 16.4388
[40] valid_0's poisson: -101.222 valid_0's huber: 16.2803
[41] valid_0's poisson: -101.369 valid_0's huber: 16.1375
[42] valid_0's poisson: -101.493 valid_0's huber: 16.0103
[43] valid_0's poisson: -101.55 valid_0's huber: 15.8992
[44] valid_0's poisson: -101.65 valid_0's huber: 15.7966
[45] valid_0's poisson: -101.707 valid_0's huber: 15.7022
[46] valid_0's poisson: -101.826 valid_0's huber: 15.614
[47] valid_0's poisson: -101.888 valid_0's huber: 15.5384
[48] valid_0's poisson: -101.961 valid_0's huber: 15.4583
[49] valid_0's poisson: -101.989 valid_0's huber: 15.3901
[50] valid_0's poisson: -102.014 valid_0's huber: 15.3206
[51] valid_0's poisson: -102.118 valid_0's huber: 15.2442
[52] valid_0's poisson: -102.17 valid_0's huber: 15.1805
[53] valid_0's poisson: -102.237 valid_0's huber: 15.1262
[54] valid_0's poisson: -102.205 valid_0's huber: 15.0725
[55] valid_0's poisson: -102.265 valid_0's huber: 15.015
[56] valid_0's poisson: -102.307 valid_0's huber: 14.9621
[57] valid_0's poisson: -102.319 valid_0's huber: 14.907
[58] valid_0's poisson: -102.33 valid_0's huber: 14.8583
[59] valid_0's poisson: -102.427 valid_0's huber: 14.8065
[60] valid_0's poisson: -102.468 valid_0's huber: 14.7595
[61] valid_0's poisson: -102.517 valid_0's huber: 14.7147
[62] valid_0's poisson: -102.579 valid_0's huber: 14.6682
[63] valid_0's poisson: -102.669 valid_0's huber: 14.6254
[64] valid_0's poisson: -102.759 valid_0's huber: 14.5862
[65] valid_0's poisson: -102.768 valid_0's huber: 14.5451
[66] valid_0's poisson: -102.846 valid_0's huber: 14.508
[67] valid_0's poisson: -102.903 valid_0's huber: 14.4722
[68] valid_0's poisson: -102.916 valid_0's huber: 14.4386
[69] valid_0's poisson: -102.969 valid_0's huber: 14.4053
[70] valid_0's poisson: -103.076 valid_0's huber: 14.3383
[71] valid_0's poisson: -103.166 valid_0's huber: 14.2772
[72] valid_0's poisson: -103.275 valid_0's huber: 14.2197
[73] valid_0's poisson: -103.315 valid_0's huber: 14.1666
[74] valid_0's poisson: -103.425 valid_0's huber: 14.1149
[75] valid_0's poisson: -103.434 valid_0's huber: 14.0596
[76] valid_0's poisson: -103.595 valid_0's huber: 14.0034
[77] valid_0's poisson: -103.669 valid_0's huber: 13.953
[78] valid_0's poisson: -103.758 valid_0's huber: 13.9038
[79] valid_0's poisson: -103.796 valid_0's huber: 13.8584
[80] valid_0's poisson: -103.808 valid_0's huber: 13.8126
[81] valid_0's poisson: -103.878 valid_0's huber: 13.7716
[82] valid_0's poisson: -103.946 valid_0's huber: 13.7293
[83] valid_0's poisson: -104.05 valid_0's huber: 13.6893
[84] valid_0's poisson: -104.092 valid_0's huber: 13.6506
[85] valid_0's poisson: -104.107 valid_0's huber: 13.609
[86] valid_0's poisson: -104.175 valid_0's huber: 13.5707
[87] valid_0's poisson: -104.235 valid_0's huber: 13.5345
[88] valid_0's poisson: -104.278 valid_0's huber: 13.4965
[89] valid_0's poisson: -104.305 valid_0's huber: 13.4643
[90] valid_0's poisson: -104.345 valid_0's huber: 13.4274
[91] valid_0's poisson: -104.387 valid_0's huber: 13.3936
[92] valid_0's poisson: -104.427 valid_0's huber: 13.3607
[93] valid_0's poisson: -104.439 valid_0's huber: 13.3304
[94] valid_0's poisson: -104.465 valid_0's huber: 13.3012
[95] valid_0's poisson: -104.5 valid_0's huber: 13.2725
[96] valid_0's poisson: -104.535 valid_0's huber: 13.2452
[97] valid_0's poisson: -104.575 valid_0's huber: 13.2148
[98] valid_0's poisson: -104.611 valid_0's huber: 13.1882
[99] valid_0's poisson: -104.637 valid_0's huber: 13.1631
[100] valid_0's poisson: -104.67 valid_0's huber: 13.1376
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7053 valid_0's huber: 29.3673
[2] valid_0's poisson: -88.2286 valid_0's huber: 28.8987
[3] valid_0's poisson: -88.7456 valid_0's huber: 28.4377
[4] valid_0's poisson: -89.2436 valid_0's huber: 27.984
[5] valid_0's poisson: -89.7346 valid_0's huber: 27.5386
[6] valid_0's poisson: -90.2176 valid_0's huber: 27.0978
[7] valid_0's poisson: -90.6848 valid_0's huber: 26.6638
[8] valid_0's poisson: -91.1448 valid_0's huber: 26.2382
[9] valid_0's poisson: -91.5933 valid_0's huber: 25.8211
[10] valid_0's poisson: -92.0357 valid_0's huber: 25.3986
[11] valid_0's poisson: -92.4657 valid_0's huber: 24.9838
[12] valid_0's poisson: -92.9068 valid_0's huber: 24.5943
[13] valid_0's poisson: -93.3369 valid_0's huber: 24.1985
[14] valid_0's poisson: -93.7577 valid_0's huber: 23.8094
[15] valid_0's poisson: -94.1516 valid_0's huber: 23.4271
[16] valid_0's poisson: -94.5511 valid_0's huber: 23.0516
[17] valid_0's poisson: -94.941 valid_0's huber: 22.6822
[18] valid_0's poisson: -95.3254 valid_0's huber: 22.3181
[19] valid_0's poisson: -95.6827 valid_0's huber: 21.9567
[20] valid_0's poisson: -96.0327 valid_0's huber: 21.5998
[21] valid_0's poisson: -96.3968 valid_0's huber: 21.2637
[22] valid_0's poisson: -96.7405 valid_0's huber: 20.9274
[23] valid_0's poisson: -97.073 valid_0's huber: 20.6007
[24] valid_0's poisson: -97.3976 valid_0's huber: 20.2713
[25] valid_0's poisson: -97.7322 valid_0's huber: 19.9606
[26] valid_0's poisson: -98.0439 valid_0's huber: 19.6331
[27] valid_0's poisson: -98.3592 valid_0's huber: 19.3388
[28] valid_0's poisson: -98.6524 valid_0's huber: 19.0283
[29] valid_0's poisson: -98.9362 valid_0's huber: 18.7564
[30] valid_0's poisson: -99.2049 valid_0's huber: 18.4891
[31] valid_0's poisson: -99.4716 valid_0's huber: 18.2202
[32] valid_0's poisson: -99.7252 valid_0's huber: 17.9539
[33] valid_0's poisson: -99.9655 valid_0's huber: 17.711
[34] valid_0's poisson: -100.194 valid_0's huber: 17.4754
[35] valid_0's poisson: -100.401 valid_0's huber: 17.2465
[36] valid_0's poisson: -100.594 valid_0's huber: 17.032
[37] valid_0's poisson: -100.794 valid_0's huber: 16.8349
[38] valid_0's poisson: -100.983 valid_0's huber: 16.6493
[39] valid_0's poisson: -101.151 valid_0's huber: 16.4785
[40] valid_0's poisson: -101.315 valid_0's huber: 16.3194
[41] valid_0's poisson: -101.467 valid_0's huber: 16.1666
[42] valid_0's poisson: -101.596 valid_0's huber: 16.032
[43] valid_0's poisson: -101.707 valid_0's huber: 15.9157
[44] valid_0's poisson: -101.786 valid_0's huber: 15.8182
[45] valid_0's poisson: -101.817 valid_0's huber: 15.7213
[46] valid_0's poisson: -101.901 valid_0's huber: 15.6278
[47] valid_0's poisson: -101.983 valid_0's huber: 15.5419
[48] valid_0's poisson: -102.041 valid_0's huber: 15.4624
[49] valid_0's poisson: -102.092 valid_0's huber: 15.3912
[50] valid_0's poisson: -102.185 valid_0's huber: 15.3265
[51] valid_0's poisson: -102.234 valid_0's huber: 15.2521
[52] valid_0's poisson: -102.278 valid_0's huber: 15.1851
[53] valid_0's poisson: -102.359 valid_0's huber: 15.127
[54] valid_0's poisson: -102.414 valid_0's huber: 15.0751
[55] valid_0's poisson: -102.452 valid_0's huber: 15.0149
[56] valid_0's poisson: -102.508 valid_0's huber: 14.956
[57] valid_0's poisson: -102.547 valid_0's huber: 14.9108
[58] valid_0's poisson: -102.62 valid_0's huber: 14.858
[59] valid_0's poisson: -102.639 valid_0's huber: 14.8065
[60] valid_0's poisson: -102.698 valid_0's huber: 14.749
[61] valid_0's poisson: -102.705 valid_0's huber: 14.7059
[62] valid_0's poisson: -102.746 valid_0's huber: 14.6551
[63] valid_0's poisson: -102.821 valid_0's huber: 14.6077
[64] valid_0's poisson: -102.845 valid_0's huber: 14.5677
[65] valid_0's poisson: -102.897 valid_0's huber: 14.5276
[66] valid_0's poisson: -102.848 valid_0's huber: 14.4871
[67] valid_0's poisson: -102.936 valid_0's huber: 14.4525
[68] valid_0's poisson: -102.948 valid_0's huber: 14.4175
[69] valid_0's poisson: -102.984 valid_0's huber: 14.3853
[70] valid_0's poisson: -103.04 valid_0's huber: 14.3509
[71] valid_0's poisson: -103.092 valid_0's huber: 14.3179
[72] valid_0's poisson: -103.269 valid_0's huber: 14.2463
[73] valid_0's poisson: -103.371 valid_0's huber: 14.1848
[74] valid_0's poisson: -103.424 valid_0's huber: 14.1266
[75] valid_0's poisson: -103.481 valid_0's huber: 14.0718
[76] valid_0's poisson: -103.539 valid_0's huber: 14.0204
[77] valid_0's poisson: -103.615 valid_0's huber: 13.9725
[78] valid_0's poisson: -103.752 valid_0's huber: 13.9253
[79] valid_0's poisson: -103.821 valid_0's huber: 13.88
[80] valid_0's poisson: -103.83 valid_0's huber: 13.837
[81] valid_0's poisson: -103.92 valid_0's huber: 13.7961
[82] valid_0's poisson: -104.013 valid_0's huber: 13.757
[83] valid_0's poisson: -104.033 valid_0's huber: 13.7207
[84] valid_0's poisson: -104.083 valid_0's huber: 13.6838
[85] valid_0's poisson: -104.106 valid_0's huber: 13.6477
[86] valid_0's poisson: -104.158 valid_0's huber: 13.6102
[87] valid_0's poisson: -104.183 valid_0's huber: 13.5728
[88] valid_0's poisson: -104.256 valid_0's huber: 13.5363
[89] valid_0's poisson: -104.292 valid_0's huber: 13.5014
[90] valid_0's poisson: -104.336 valid_0's huber: 13.4697
[91] valid_0's poisson: -104.376 valid_0's huber: 13.4329
[92] valid_0's poisson: -104.414 valid_0's huber: 13.4009
[93] valid_0's poisson: -104.424 valid_0's huber: 13.3686
[94] valid_0's poisson: -104.428 valid_0's huber: 13.3351
[95] valid_0's poisson: -104.43 valid_0's huber: 13.3052
[96] valid_0's poisson: -104.467 valid_0's huber: 13.2769
[97] valid_0's poisson: -104.512 valid_0's huber: 13.2452
[98] valid_0's poisson: -104.524 valid_0's huber: 13.2189
[99] valid_0's poisson: -104.568 valid_0's huber: 13.1935
[100] valid_0's poisson: -104.586 valid_0's huber: 13.167
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7107 valid_0's huber: 29.3203
[2] valid_0's poisson: -88.2322 valid_0's huber: 28.8547
[3] valid_0's poisson: -88.7462 valid_0's huber: 28.3975
[4] valid_0's poisson: -89.2422 valid_0's huber: 27.9468
[5] valid_0's poisson: -89.7343 valid_0's huber: 27.5014
[6] valid_0's poisson: -90.2105 valid_0's huber: 27.0611
[7] valid_0's poisson: -90.6799 valid_0's huber: 26.6295
[8] valid_0's poisson: -91.1422 valid_0's huber: 26.1941
[9] valid_0's poisson: -91.5875 valid_0's huber: 25.7794
[10] valid_0's poisson: -92.0257 valid_0's huber: 25.359
[11] valid_0's poisson: -92.4508 valid_0's huber: 24.952
[12] valid_0's poisson: -92.8699 valid_0's huber: 24.5523
[13] valid_0's poisson: -93.3023 valid_0's huber: 24.1561
[14] valid_0's poisson: -93.7236 valid_0's huber: 23.7671
[15] valid_0's poisson: -94.1402 valid_0's huber: 23.3942
[16] valid_0's poisson: -94.5233 valid_0's huber: 23.0122
[17] valid_0's poisson: -94.8944 valid_0's huber: 22.6424
[18] valid_0's poisson: -95.2796 valid_0's huber: 22.2794
[19] valid_0's poisson: -95.6366 valid_0's huber: 21.9191
[20] valid_0's poisson: -95.9876 valid_0's huber: 21.5625
[21] valid_0's poisson: -96.3596 valid_0's huber: 21.2245
[22] valid_0's poisson: -96.7057 valid_0's huber: 20.8873
[23] valid_0's poisson: -97.0405 valid_0's huber: 20.5598
[24] valid_0's poisson: -97.3738 valid_0's huber: 20.2453
[25] valid_0's poisson: -97.6884 valid_0's huber: 19.9341
[26] valid_0's poisson: -97.9903 valid_0's huber: 19.6336
[27] valid_0's poisson: -98.2951 valid_0's huber: 19.3131
[28] valid_0's poisson: -98.5949 valid_0's huber: 19.0332
[29] valid_0's poisson: -98.881 valid_0's huber: 18.7318
[30] valid_0's poisson: -99.1699 valid_0's huber: 18.4664
[31] valid_0's poisson: -99.4231 valid_0's huber: 18.1945
[32] valid_0's poisson: -99.6753 valid_0's huber: 17.9397
[33] valid_0's poisson: -99.9144 valid_0's huber: 17.6974
[34] valid_0's poisson: -100.141 valid_0's huber: 17.4632
[35] valid_0's poisson: -100.347 valid_0's huber: 17.2333
[36] valid_0's poisson: -100.54 valid_0's huber: 17.0225
[37] valid_0's poisson: -100.73 valid_0's huber: 16.831
[38] valid_0's poisson: -100.918 valid_0's huber: 16.6474
[39] valid_0's poisson: -101.092 valid_0's huber: 16.4788
[40] valid_0's poisson: -101.251 valid_0's huber: 16.3242
[41] valid_0's poisson: -101.392 valid_0's huber: 16.1829
[42] valid_0's poisson: -101.515 valid_0's huber: 16.0537
[43] valid_0's poisson: -101.533 valid_0's huber: 15.9348
[44] valid_0's poisson: -101.634 valid_0's huber: 15.8284
[45] valid_0's poisson: -101.732 valid_0's huber: 15.73
[46] valid_0's poisson: -101.821 valid_0's huber: 15.6351
[47] valid_0's poisson: -101.905 valid_0's huber: 15.5488
[48] valid_0's poisson: -101.982 valid_0's huber: 15.4703
[49] valid_0's poisson: -102.042 valid_0's huber: 15.4032
[50] valid_0's poisson: -102.115 valid_0's huber: 15.3395
[51] valid_0's poisson: -102.131 valid_0's huber: 15.2766
[52] valid_0's poisson: -102.18 valid_0's huber: 15.2191
[53] valid_0's poisson: -102.242 valid_0's huber: 15.1662
[54] valid_0's poisson: -102.283 valid_0's huber: 15.1147
[55] valid_0's poisson: -102.355 valid_0's huber: 15.0595
[56] valid_0's poisson: -102.413 valid_0's huber: 15.0077
[57] valid_0's poisson: -102.385 valid_0's huber: 14.9566
[58] valid_0's poisson: -102.422 valid_0's huber: 14.9009
[59] valid_0's poisson: -102.476 valid_0's huber: 14.8469
[60] valid_0's poisson: -102.557 valid_0's huber: 14.796
[61] valid_0's poisson: -102.56 valid_0's huber: 14.7545
[62] valid_0's poisson: -102.639 valid_0's huber: 14.71
[63] valid_0's poisson: -102.644 valid_0's huber: 14.6685
[64] valid_0's poisson: -102.725 valid_0's huber: 14.6295
[65] valid_0's poisson: -102.797 valid_0's huber: 14.5929
[66] valid_0's poisson: -102.85 valid_0's huber: 14.5266
[67] valid_0's poisson: -102.931 valid_0's huber: 14.4615
[68] valid_0's poisson: -102.971 valid_0's huber: 14.4014
[69] valid_0's poisson: -103.068 valid_0's huber: 14.3485
[70] valid_0's poisson: -103.137 valid_0's huber: 14.2953
[71] valid_0's poisson: -103.146 valid_0's huber: 14.245
[72] valid_0's poisson: -103.253 valid_0's huber: 14.1971
[73] valid_0's poisson: -103.313 valid_0's huber: 14.1464
[74] valid_0's poisson: -103.372 valid_0's huber: 14.102
[75] valid_0's poisson: -103.448 valid_0's huber: 14.0582
[76] valid_0's poisson: -103.553 valid_0's huber: 14.0145
[77] valid_0's poisson: -103.613 valid_0's huber: 13.9714
[78] valid_0's poisson: -103.634 valid_0's huber: 13.9329
[79] valid_0's poisson: -103.683 valid_0's huber: 13.8918
[80] valid_0's poisson: -103.782 valid_0's huber: 13.855
[81] valid_0's poisson: -103.835 valid_0's huber: 13.8085
[82] valid_0's poisson: -103.877 valid_0's huber: 13.7703
[83] valid_0's poisson: -103.977 valid_0's huber: 13.7326
[84] valid_0's poisson: -104.029 valid_0's huber: 13.6922
[85] valid_0's poisson: -104.094 valid_0's huber: 13.652
[86] valid_0's poisson: -104.139 valid_0's huber: 13.6154
[87] valid_0's poisson: -104.183 valid_0's huber: 13.582
[88] valid_0's poisson: -104.242 valid_0's huber: 13.547
[89] valid_0's poisson: -104.279 valid_0's huber: 13.5119
[90] valid_0's poisson: -104.314 valid_0's huber: 13.4837
[91] valid_0's poisson: -104.35 valid_0's huber: 13.449
[92] valid_0's poisson: -104.399 valid_0's huber: 13.4163
[93] valid_0's poisson: -104.41 valid_0's huber: 13.38
[94] valid_0's poisson: -104.492 valid_0's huber: 13.348
[95] valid_0's poisson: -104.543 valid_0's huber: 13.316
[96] valid_0's poisson: -104.547 valid_0's huber: 13.2863
[97] valid_0's poisson: -104.602 valid_0's huber: 13.2593
[98] valid_0's poisson: -104.721 valid_0's huber: 13.2132
[99] valid_0's poisson: -104.742 valid_0's huber: 13.1844
[100] valid_0's poisson: -104.796 valid_0's huber: 13.1569
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.704 valid_0's huber: 29.4112
[2] valid_0's poisson: -88.2255 valid_0's huber: 28.9435
[3] valid_0's poisson: -88.741 valid_0's huber: 28.4833
[4] valid_0's poisson: -89.2442 valid_0's huber: 28.0308
[5] valid_0's poisson: -89.7311 valid_0's huber: 27.5832
[6] valid_0's poisson: -90.214 valid_0's huber: 27.1413
[7] valid_0's poisson: -90.6859 valid_0's huber: 26.707
[8] valid_0's poisson: -91.1428 valid_0's huber: 26.2772
[9] valid_0's poisson: -91.587 valid_0's huber: 25.8577
[10] valid_0's poisson: -92.0308 valid_0's huber: 25.4336
[11] valid_0's poisson: -92.4481 valid_0's huber: 25.029
[12] valid_0's poisson: -92.8657 valid_0's huber: 24.6292
[13] valid_0's poisson: -93.2755 valid_0's huber: 24.2269
[14] valid_0's poisson: -93.6986 valid_0's huber: 23.8474
[15] valid_0's poisson: -94.1125 valid_0's huber: 23.462
[16] valid_0's poisson: -94.5158 valid_0's huber: 23.0837
[17] valid_0's poisson: -94.9146 valid_0's huber: 22.7204
[18] valid_0's poisson: -95.2828 valid_0's huber: 22.3479
[19] valid_0's poisson: -95.6501 valid_0's huber: 21.9749
[20] valid_0's poisson: -96.0005 valid_0's huber: 21.6183
[21] valid_0's poisson: -96.3618 valid_0's huber: 21.2802
[22] valid_0's poisson: -96.7092 valid_0's huber: 20.9416
[23] valid_0's poisson: -97.0447 valid_0's huber: 20.6115
[24] valid_0's poisson: -97.3692 valid_0's huber: 20.292
[25] valid_0's poisson: -97.6837 valid_0's huber: 19.9791
[26] valid_0's poisson: -97.9973 valid_0's huber: 19.6788
[27] valid_0's poisson: -98.2986 valid_0's huber: 19.3603
[28] valid_0's poisson: -98.5829 valid_0's huber: 19.075
[29] valid_0's poisson: -98.8709 valid_0's huber: 18.8023
[30] valid_0's poisson: -99.1369 valid_0's huber: 18.534
[31] valid_0's poisson: -99.4023 valid_0's huber: 18.2513
[32] valid_0's poisson: -99.6436 valid_0's huber: 17.9886
[33] valid_0's poisson: -99.8847 valid_0's huber: 17.7432
[34] valid_0's poisson: -100.111 valid_0's huber: 17.5073
[35] valid_0's poisson: -100.316 valid_0's huber: 17.2777
[36] valid_0's poisson: -100.51 valid_0's huber: 17.0645
[37] valid_0's poisson: -100.703 valid_0's huber: 16.8701
[38] valid_0's poisson: -100.895 valid_0's huber: 16.6809
[39] valid_0's poisson: -101.072 valid_0's huber: 16.507
[40] valid_0's poisson: -101.23 valid_0's huber: 16.3486
[41] valid_0's poisson: -101.382 valid_0's huber: 16.2011
[42] valid_0's poisson: -101.513 valid_0's huber: 16.0688
[43] valid_0's poisson: -101.609 valid_0's huber: 15.9493
[44] valid_0's poisson: -101.643 valid_0's huber: 15.8439
[45] valid_0's poisson: -101.733 valid_0's huber: 15.7464
[46] valid_0's poisson: -101.818 valid_0's huber: 15.6627
[47] valid_0's poisson: -101.891 valid_0's huber: 15.5795
[48] valid_0's poisson: -101.964 valid_0's huber: 15.504
[49] valid_0's poisson: -102.031 valid_0's huber: 15.4375
[50] valid_0's poisson: -102.069 valid_0's huber: 15.3739
[51] valid_0's poisson: -102.128 valid_0's huber: 15.3172
[52] valid_0's poisson: -102.209 valid_0's huber: 15.2544
[53] valid_0's poisson: -102.266 valid_0's huber: 15.1992
[54] valid_0's poisson: -102.265 valid_0's huber: 15.1495
[55] valid_0's poisson: -102.331 valid_0's huber: 15.0936
[56] valid_0's poisson: -102.404 valid_0's huber: 15.032
[57] valid_0's poisson: -102.406 valid_0's huber: 14.9744
[58] valid_0's poisson: -102.437 valid_0's huber: 14.9234
[59] valid_0's poisson: -102.481 valid_0's huber: 14.873
[60] valid_0's poisson: -102.511 valid_0's huber: 14.8261
[61] valid_0's poisson: -102.571 valid_0's huber: 14.7532
[62] valid_0's poisson: -102.644 valid_0's huber: 14.6863
[63] valid_0's poisson: -102.739 valid_0's huber: 14.624
[64] valid_0's poisson: -102.744 valid_0's huber: 14.5686
[65] valid_0's poisson: -102.871 valid_0's huber: 14.5124
[66] valid_0's poisson: -102.986 valid_0's huber: 14.46
[67] valid_0's poisson: -103.024 valid_0's huber: 14.4082
[68] valid_0's poisson: -103.122 valid_0's huber: 14.3592
[69] valid_0's poisson: -103.138 valid_0's huber: 14.3039
[70] valid_0's poisson: -103.27 valid_0's huber: 14.2501
[71] valid_0's poisson: -103.355 valid_0's huber: 14.1967
[72] valid_0's poisson: -103.431 valid_0's huber: 14.1466
[73] valid_0's poisson: -103.471 valid_0's huber: 14.1009
[74] valid_0's poisson: -103.523 valid_0's huber: 14.0597
[75] valid_0's poisson: -103.606 valid_0's huber: 14.0219
[76] valid_0's poisson: -103.624 valid_0's huber: 13.9789
[77] valid_0's poisson: -103.64 valid_0's huber: 13.9412
[78] valid_0's poisson: -103.74 valid_0's huber: 13.8997
[79] valid_0's poisson: -103.756 valid_0's huber: 13.8597
[80] valid_0's poisson: -103.818 valid_0's huber: 13.8256
[81] valid_0's poisson: -103.883 valid_0's huber: 13.7893
[82] valid_0's poisson: -103.919 valid_0's huber: 13.7532
[83] valid_0's poisson: -103.97 valid_0's huber: 13.7163
[84] valid_0's poisson: -104.033 valid_0's huber: 13.6819
[85] valid_0's poisson: -104.071 valid_0's huber: 13.6457
[86] valid_0's poisson: -104.112 valid_0's huber: 13.6137
[87] valid_0's poisson: -104.154 valid_0's huber: 13.5818
[88] valid_0's poisson: -104.216 valid_0's huber: 13.5523
[89] valid_0's poisson: -104.262 valid_0's huber: 13.5184
[90] valid_0's poisson: -104.274 valid_0's huber: 13.4916
[91] valid_0's poisson: -104.322 valid_0's huber: 13.4595
[92] valid_0's poisson: -104.368 valid_0's huber: 13.4276
[93] valid_0's poisson: -104.418 valid_0's huber: 13.3954
[94] valid_0's poisson: -104.452 valid_0's huber: 13.3678
[95] valid_0's poisson: -104.494 valid_0's huber: 13.3388
[96] valid_0's poisson: -104.525 valid_0's huber: 13.3154
[97] valid_0's poisson: -104.517 valid_0's huber: 13.2864
[98] valid_0's poisson: -104.543 valid_0's huber: 13.2593
[99] valid_0's poisson: -104.639 valid_0's huber: 13.2129
[100] valid_0's poisson: -104.714 valid_0's huber: 13.1689
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7656 valid_0's huber: 29.2894
[2] valid_0's poisson: -88.3451 valid_0's huber: 28.7792
[3] valid_0's poisson: -88.9099 valid_0's huber: 28.2785
[4] valid_0's poisson: -89.4577 valid_0's huber: 27.782
[5] valid_0's poisson: -89.9966 valid_0's huber: 27.2941
[6] valid_0's poisson: -90.5213 valid_0's huber: 26.8115
[7] valid_0's poisson: -91.0691 valid_0's huber: 26.3451
[8] valid_0's poisson: -91.6043 valid_0's huber: 25.8865
[9] valid_0's poisson: -92.1286 valid_0's huber: 25.4333
[10] valid_0's poisson: -92.6377 valid_0's huber: 24.9882
[11] valid_0's poisson: -93.1355 valid_0's huber: 24.5466
[12] valid_0's poisson: -93.6292 valid_0's huber: 24.1117
[13] valid_0's poisson: -94.1171 valid_0's huber: 23.6807
[14] valid_0's poisson: -94.5857 valid_0's huber: 23.2538
[15] valid_0's poisson: -95.0435 valid_0's huber: 22.8401
[16] valid_0's poisson: -95.4964 valid_0's huber: 22.4198
[17] valid_0's poisson: -95.9397 valid_0's huber: 22.0092
[18] valid_0's poisson: -96.3685 valid_0's huber: 21.6068
[19] valid_0's poisson: -96.7783 valid_0's huber: 21.2098
[20] valid_0's poisson: -97.1954 valid_0's huber: 20.8111
[21] valid_0's poisson: -97.5967 valid_0's huber: 20.4273
[22] valid_0's poisson: -97.9882 valid_0's huber: 20.0522
[23] valid_0's poisson: -98.3674 valid_0's huber: 19.6867
[24] valid_0's poisson: -98.7295 valid_0's huber: 19.3231
[25] valid_0's poisson: -99.0969 valid_0's huber: 18.9646
[26] valid_0's poisson: -99.4488 valid_0's huber: 18.6239
[27] valid_0's poisson: -99.7919 valid_0's huber: 18.278
[28] valid_0's poisson: -100.121 valid_0's huber: 17.9503
[29] valid_0's poisson: -100.434 valid_0's huber: 17.6273
[30] valid_0's poisson: -100.751 valid_0's huber: 17.3188
[31] valid_0's poisson: -101.059 valid_0's huber: 17.006
[32] valid_0's poisson: -101.331 valid_0's huber: 16.7206
[33] valid_0's poisson: -101.61 valid_0's huber: 16.4351
[34] valid_0's poisson: -101.875 valid_0's huber: 16.1673
[35] valid_0's poisson: -102.119 valid_0's huber: 15.9212
[36] valid_0's poisson: -102.341 valid_0's huber: 15.6955
[37] valid_0's poisson: -102.548 valid_0's huber: 15.4833
[38] valid_0's poisson: -102.743 valid_0's huber: 15.291
[39] valid_0's poisson: -102.923 valid_0's huber: 15.1156
[40] valid_0's poisson: -103.079 valid_0's huber: 14.9627
[41] valid_0's poisson: -103.218 valid_0's huber: 14.828
[42] valid_0's poisson: -103.315 valid_0's huber: 14.7206
[43] valid_0's poisson: -103.412 valid_0's huber: 14.6231
[44] valid_0's poisson: -103.488 valid_0's huber: 14.5323
[45] valid_0's poisson: -103.539 valid_0's huber: 14.4512
[46] valid_0's poisson: -103.581 valid_0's huber: 14.3744
[47] valid_0's poisson: -103.646 valid_0's huber: 14.2948
[48] valid_0's poisson: -103.717 valid_0's huber: 14.2297
[49] valid_0's poisson: -103.784 valid_0's huber: 14.1582
[50] valid_0's poisson: -103.856 valid_0's huber: 14.0816
[51] valid_0's poisson: -103.915 valid_0's huber: 14.0118
[52] valid_0's poisson: -103.953 valid_0's huber: 13.9491
[53] valid_0's poisson: -104.047 valid_0's huber: 13.8852
[54] valid_0's poisson: -104.095 valid_0's huber: 13.8285
[55] valid_0's poisson: -104.149 valid_0's huber: 13.7611
[56] valid_0's poisson: -104.212 valid_0's huber: 13.7018
[57] valid_0's poisson: -104.246 valid_0's huber: 13.6438
[58] valid_0's poisson: -104.271 valid_0's huber: 13.5858
[59] valid_0's poisson: -104.297 valid_0's huber: 13.5417
[60] valid_0's poisson: -104.366 valid_0's huber: 13.4814
[61] valid_0's poisson: -104.45 valid_0's huber: 13.4109
[62] valid_0's poisson: -104.477 valid_0's huber: 13.3465
[63] valid_0's poisson: -104.488 valid_0's huber: 13.2933
[64] valid_0's poisson: -104.524 valid_0's huber: 13.2342
[65] valid_0's poisson: -104.56 valid_0's huber: 13.1798
[66] valid_0's poisson: -104.618 valid_0's huber: 13.1267
[67] valid_0's poisson: -104.685 valid_0's huber: 13.0738
[68] valid_0's poisson: -104.745 valid_0's huber: 13.0225
[69] valid_0's poisson: -104.833 valid_0's huber: 12.967
[70] valid_0's poisson: -104.887 valid_0's huber: 12.9161
[71] valid_0's poisson: -104.95 valid_0's huber: 12.8586
[72] valid_0's poisson: -104.999 valid_0's huber: 12.8045
[73] valid_0's poisson: -105.037 valid_0's huber: 12.7501
[74] valid_0's poisson: -105.127 valid_0's huber: 12.6957
[75] valid_0's poisson: -105.166 valid_0's huber: 12.6439
[76] valid_0's poisson: -105.199 valid_0's huber: 12.5929
[77] valid_0's poisson: -105.191 valid_0's huber: 12.546
[78] valid_0's poisson: -105.315 valid_0's huber: 12.504
[79] valid_0's poisson: -105.363 valid_0's huber: 12.4592
[80] valid_0's poisson: -105.356 valid_0's huber: 12.4151
[81] valid_0's poisson: -105.433 valid_0's huber: 12.3721
[82] valid_0's poisson: -105.502 valid_0's huber: 12.3304
[83] valid_0's poisson: -105.518 valid_0's huber: 12.2897
[84] valid_0's poisson: -105.574 valid_0's huber: 12.2506
[85] valid_0's poisson: -105.597 valid_0's huber: 12.2143
[86] valid_0's poisson: -105.6 valid_0's huber: 12.1774
[87] valid_0's poisson: -105.698 valid_0's huber: 12.1443
[88] valid_0's poisson: -105.681 valid_0's huber: 12.1073
[89] valid_0's poisson: -105.721 valid_0's huber: 12.0709
[90] valid_0's poisson: -105.769 valid_0's huber: 12.0355
[91] valid_0's poisson: -105.819 valid_0's huber: 11.9974
[92] valid_0's poisson: -105.861 valid_0's huber: 11.9556
[93] valid_0's poisson: -105.95 valid_0's huber: 11.9245
[94] valid_0's poisson: -105.96 valid_0's huber: 11.8932
[95] valid_0's poisson: -106.016 valid_0's huber: 11.8582
[96] valid_0's poisson: -106.063 valid_0's huber: 11.8227
[97] valid_0's poisson: -106.074 valid_0's huber: 11.7917
[98] valid_0's poisson: -106.123 valid_0's huber: 11.7589
[99] valid_0's poisson: -106.159 valid_0's huber: 11.73
[100] valid_0's poisson: -106.22 valid_0's huber: 11.695
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7867 valid_0's huber: 29.2986
[2] valid_0's poisson: -88.3849 valid_0's huber: 28.7946
[3] valid_0's poisson: -88.958 valid_0's huber: 28.2775
[4] valid_0's poisson: -89.5214 valid_0's huber: 27.769
[5] valid_0's poisson: -90.0673 valid_0's huber: 27.2672
[6] valid_0's poisson: -90.6039 valid_0's huber: 26.7726
[7] valid_0's poisson: -91.1272 valid_0's huber: 26.2883
[8] valid_0's poisson: -91.6333 valid_0's huber: 25.8147
[9] valid_0's poisson: -92.1634 valid_0's huber: 25.3575
[10] valid_0's poisson: -92.6512 valid_0's huber: 24.8947
[11] valid_0's poisson: -93.155 valid_0's huber: 24.4535
[12] valid_0's poisson: -93.6458 valid_0's huber: 24.011
[13] valid_0's poisson: -94.1331 valid_0's huber: 23.5781
[14] valid_0's poisson: -94.6064 valid_0's huber: 23.1549
[15] valid_0's poisson: -95.0646 valid_0's huber: 22.7353
[16] valid_0's poisson: -95.509 valid_0's huber: 22.3238
[17] valid_0's poisson: -95.9405 valid_0's huber: 21.9193
[18] valid_0's poisson: -96.3743 valid_0's huber: 21.5136
[19] valid_0's poisson: -96.7901 valid_0's huber: 21.121
[20] valid_0's poisson: -97.1935 valid_0's huber: 20.733
[21] valid_0's poisson: -97.5854 valid_0's huber: 20.3541
[22] valid_0's poisson: -97.9781 valid_0's huber: 19.9835
[23] valid_0's poisson: -98.3759 valid_0's huber: 19.5913
[24] valid_0's poisson: -98.749 valid_0's huber: 19.2302
[25] valid_0's poisson: -99.1079 valid_0's huber: 18.8721
[26] valid_0's poisson: -99.4568 valid_0's huber: 18.53
[27] valid_0's poisson: -99.7913 valid_0's huber: 18.1911
[28] valid_0's poisson: -100.116 valid_0's huber: 17.8645
[29] valid_0's poisson: -100.426 valid_0's huber: 17.544
[30] valid_0's poisson: -100.745 valid_0's huber: 17.2217
[31] valid_0's poisson: -101.039 valid_0's huber: 16.9305
[32] valid_0's poisson: -101.338 valid_0's huber: 16.634
[33] valid_0's poisson: -101.594 valid_0's huber: 16.3674
[34] valid_0's poisson: -101.86 valid_0's huber: 16.0988
[35] valid_0's poisson: -102.109 valid_0's huber: 15.8489
[36] valid_0's poisson: -102.332 valid_0's huber: 15.619
[37] valid_0's poisson: -102.543 valid_0's huber: 15.4064
[38] valid_0's poisson: -102.74 valid_0's huber: 15.2102
[39] valid_0's poisson: -102.913 valid_0's huber: 15.0357
[40] valid_0's poisson: -103.076 valid_0's huber: 14.8802
[41] valid_0's poisson: -103.208 valid_0's huber: 14.7523
[42] valid_0's poisson: -103.305 valid_0's huber: 14.6415
[43] valid_0's poisson: -103.396 valid_0's huber: 14.5457
[44] valid_0's poisson: -103.459 valid_0's huber: 14.4584
[45] valid_0's poisson: -103.52 valid_0's huber: 14.3802
[46] valid_0's poisson: -103.596 valid_0's huber: 14.308
[47] valid_0's poisson: -103.642 valid_0's huber: 14.2296
[48] valid_0's poisson: -103.742 valid_0's huber: 14.1565
[49] valid_0's poisson: -103.775 valid_0's huber: 14.0887
[50] valid_0's poisson: -103.803 valid_0's huber: 14.0171
[51] valid_0's poisson: -103.875 valid_0's huber: 13.9508
[52] valid_0's poisson: -103.977 valid_0's huber: 13.8842
[53] valid_0's poisson: -104.01 valid_0's huber: 13.8214
[54] valid_0's poisson: -104.076 valid_0's huber: 13.761
[55] valid_0's poisson: -104.121 valid_0's huber: 13.7084
[56] valid_0's poisson: -104.187 valid_0's huber: 13.6496
[57] valid_0's poisson: -104.229 valid_0's huber: 13.5945
[58] valid_0's poisson: -104.292 valid_0's huber: 13.5406
[59] valid_0's poisson: -104.372 valid_0's huber: 13.4862
[60] valid_0's poisson: -104.413 valid_0's huber: 13.4334
[61] valid_0's poisson: -104.442 valid_0's huber: 13.3864
[62] valid_0's poisson: -104.488 valid_0's huber: 13.3409
[63] valid_0's poisson: -104.546 valid_0's huber: 13.2921
[64] valid_0's poisson: -104.585 valid_0's huber: 13.2449
[65] valid_0's poisson: -104.584 valid_0's huber: 13.1955
[66] valid_0's poisson: -104.65 valid_0's huber: 13.1481
[67] valid_0's poisson: -104.621 valid_0's huber: 13.1016
[68] valid_0's poisson: -104.713 valid_0's huber: 13.0578
[69] valid_0's poisson: -104.732 valid_0's huber: 13.0124
[70] valid_0's poisson: -104.779 valid_0's huber: 12.9697
[71] valid_0's poisson: -104.8 valid_0's huber: 12.9285
[72] valid_0's poisson: -104.847 valid_0's huber: 12.8914
[73] valid_0's poisson: -104.887 valid_0's huber: 12.8535
[74] valid_0's poisson: -104.933 valid_0's huber: 12.8172
[75] valid_0's poisson: -104.976 valid_0's huber: 12.7801
[76] valid_0's poisson: -105.029 valid_0's huber: 12.7476
[77] valid_0's poisson: -105.089 valid_0's huber: 12.7114
[78] valid_0's poisson: -105.146 valid_0's huber: 12.6769
[79] valid_0's poisson: -105.185 valid_0's huber: 12.6427
[80] valid_0's poisson: -105.213 valid_0's huber: 12.6088
[81] valid_0's poisson: -105.256 valid_0's huber: 12.5752
[82] valid_0's poisson: -105.284 valid_0's huber: 12.5429
[83] valid_0's poisson: -105.322 valid_0's huber: 12.5124
[84] valid_0's poisson: -105.349 valid_0's huber: 12.4803
[85] valid_0's poisson: -105.355 valid_0's huber: 12.4507
[86] valid_0's poisson: -105.382 valid_0's huber: 12.4177
[87] valid_0's poisson: -105.414 valid_0's huber: 12.3882
[88] valid_0's poisson: -105.457 valid_0's huber: 12.3603
[89] valid_0's poisson: -105.459 valid_0's huber: 12.3271
[90] valid_0's poisson: -105.51 valid_0's huber: 12.2965
[91] valid_0's poisson: -105.575 valid_0's huber: 12.2668
[92] valid_0's poisson: -105.578 valid_0's huber: 12.2374
[93] valid_0's poisson: -105.63 valid_0's huber: 12.2085
[94] valid_0's poisson: -105.653 valid_0's huber: 12.1819
[95] valid_0's poisson: -105.655 valid_0's huber: 12.1524
[96] valid_0's poisson: -105.666 valid_0's huber: 12.1238
[97] valid_0's poisson: -105.757 valid_0's huber: 12.0617
[98] valid_0's poisson: -105.812 valid_0's huber: 12.0083
[99] valid_0's poisson: -105.872 valid_0's huber: 11.9514
[100] valid_0's poisson: -105.961 valid_0's huber: 11.8995
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7646 valid_0's huber: 29.317
[2] valid_0's poisson: -88.3449 valid_0's huber: 28.799
[3] valid_0's poisson: -88.9173 valid_0's huber: 28.2886
[4] valid_0's poisson: -89.4699 valid_0's huber: 27.7856
[5] valid_0's poisson: -90.015 valid_0's huber: 27.2899
[6] valid_0's poisson: -90.5782 valid_0's huber: 26.8105
[7] valid_0's poisson: -91.1248 valid_0's huber: 26.3403
[8] valid_0's poisson: -91.6631 valid_0's huber: 25.8786
[9] valid_0's poisson: -92.189 valid_0's huber: 25.4254
[10] valid_0's poisson: -92.705 valid_0's huber: 24.9754
[11] valid_0's poisson: -93.204 valid_0's huber: 24.5331
[12] valid_0's poisson: -93.6934 valid_0's huber: 24.0861
[13] valid_0's poisson: -94.1797 valid_0's huber: 23.6527
[14] valid_0's poisson: -94.6437 valid_0's huber: 23.2231
[15] valid_0's poisson: -95.1036 valid_0's huber: 22.8079
[16] valid_0's poisson: -95.5477 valid_0's huber: 22.3921
[17] valid_0's poisson: -96.0004 valid_0's huber: 21.9772
[18] valid_0's poisson: -96.43 valid_0's huber: 21.5729
[19] valid_0's poisson: -96.847 valid_0's huber: 21.1754
[20] valid_0's poisson: -97.2499 valid_0's huber: 20.7836
[21] valid_0's poisson: -97.6577 valid_0's huber: 20.391
[22] valid_0's poisson: -98.0435 valid_0's huber: 20.016
[23] valid_0's poisson: -98.4243 valid_0's huber: 19.6477
[24] valid_0's poisson: -98.8073 valid_0's huber: 19.2677
[25] valid_0's poisson: -99.1738 valid_0's huber: 18.914
[26] valid_0's poisson: -99.5211 valid_0's huber: 18.5782
[27] valid_0's poisson: -99.8746 valid_0's huber: 18.2215
[28] valid_0's poisson: -100.199 valid_0's huber: 17.8939
[29] valid_0's poisson: -100.514 valid_0's huber: 17.569
[30] valid_0's poisson: -100.828 valid_0's huber: 17.2673
[31] valid_0's poisson: -101.113 valid_0's huber: 16.9694
[32] valid_0's poisson: -101.41 valid_0's huber: 16.6713
[33] valid_0's poisson: -101.69 valid_0's huber: 16.3883
[34] valid_0's poisson: -101.966 valid_0's huber: 16.1101
[35] valid_0's poisson: -102.215 valid_0's huber: 15.856
[36] valid_0's poisson: -102.442 valid_0's huber: 15.6258
[37] valid_0's poisson: -102.652 valid_0's huber: 15.4118
[38] valid_0's poisson: -102.851 valid_0's huber: 15.2149
[39] valid_0's poisson: -103.029 valid_0's huber: 15.0396
[40] valid_0's poisson: -103.184 valid_0's huber: 14.8846
[41] valid_0's poisson: -103.323 valid_0's huber: 14.75
[42] valid_0's poisson: -103.42 valid_0's huber: 14.6388
[43] valid_0's poisson: -103.505 valid_0's huber: 14.5482
[44] valid_0's poisson: -103.591 valid_0's huber: 14.4593
[45] valid_0's poisson: -103.674 valid_0's huber: 14.3691
[46] valid_0's poisson: -103.715 valid_0's huber: 14.2876
[47] valid_0's poisson: -103.724 valid_0's huber: 14.2074
[48] valid_0's poisson: -103.816 valid_0's huber: 14.1316
[49] valid_0's poisson: -103.832 valid_0's huber: 14.0546
[50] valid_0's poisson: -103.916 valid_0's huber: 13.9915
[51] valid_0's poisson: -103.934 valid_0's huber: 13.9251
[52] valid_0's poisson: -103.984 valid_0's huber: 13.8637
[53] valid_0's poisson: -104.11 valid_0's huber: 13.801
[54] valid_0's poisson: -104.121 valid_0's huber: 13.7409
[55] valid_0's poisson: -104.174 valid_0's huber: 13.6841
[56] valid_0's poisson: -104.232 valid_0's huber: 13.6318
[57] valid_0's poisson: -104.24 valid_0's huber: 13.5751
[58] valid_0's poisson: -104.304 valid_0's huber: 13.5242
[59] valid_0's poisson: -104.345 valid_0's huber: 13.4721
[60] valid_0's poisson: -104.385 valid_0's huber: 13.4237
[61] valid_0's poisson: -104.481 valid_0's huber: 13.376
[62] valid_0's poisson: -104.549 valid_0's huber: 13.3355
[63] valid_0's poisson: -104.598 valid_0's huber: 13.2816
[64] valid_0's poisson: -104.601 valid_0's huber: 13.2345
[65] valid_0's poisson: -104.699 valid_0's huber: 13.1866
[66] valid_0's poisson: -104.742 valid_0's huber: 13.1441
[67] valid_0's poisson: -104.784 valid_0's huber: 13.1038
[68] valid_0's poisson: -104.821 valid_0's huber: 13.0646
[69] valid_0's poisson: -104.845 valid_0's huber: 13.026
[70] valid_0's poisson: -104.9 valid_0's huber: 12.9883
[71] valid_0's poisson: -104.97 valid_0's huber: 12.953
[72] valid_0's poisson: -104.999 valid_0's huber: 12.9157
[73] valid_0's poisson: -105.003 valid_0's huber: 12.8797
[74] valid_0's poisson: -105.071 valid_0's huber: 12.8441
[75] valid_0's poisson: -105.107 valid_0's huber: 12.8074
[76] valid_0's poisson: -105.154 valid_0's huber: 12.7719
[77] valid_0's poisson: -105.184 valid_0's huber: 12.7377
[78] valid_0's poisson: -105.203 valid_0's huber: 12.6998
[79] valid_0's poisson: -105.259 valid_0's huber: 12.6658
[80] valid_0's poisson: -105.296 valid_0's huber: 12.634
[81] valid_0's poisson: -105.326 valid_0's huber: 12.5991
[82] valid_0's poisson: -105.37 valid_0's huber: 12.5618
[83] valid_0's poisson: -105.392 valid_0's huber: 12.5277
[84] valid_0's poisson: -105.441 valid_0's huber: 12.4947
[85] valid_0's poisson: -105.471 valid_0's huber: 12.463
[86] valid_0's poisson: -105.467 valid_0's huber: 12.4325
[87] valid_0's poisson: -105.504 valid_0's huber: 12.4022
[88] valid_0's poisson: -105.525 valid_0's huber: 12.3761
[89] valid_0's poisson: -105.532 valid_0's huber: 12.3487
[90] valid_0's poisson: -105.544 valid_0's huber: 12.3182
[91] valid_0's poisson: -105.672 valid_0's huber: 12.2555
[92] valid_0's poisson: -105.733 valid_0's huber: 12.1959
[93] valid_0's poisson: -105.837 valid_0's huber: 12.1423
[94] valid_0's poisson: -105.802 valid_0's huber: 12.0888
[95] valid_0's poisson: -105.827 valid_0's huber: 12.0386
[96] valid_0's poisson: -105.87 valid_0's huber: 11.9899
[97] valid_0's poisson: -105.874 valid_0's huber: 11.9441
[98] valid_0's poisson: -105.899 valid_0's huber: 11.9
[99] valid_0's poisson: -105.879 valid_0's huber: 11.8598
[100] valid_0's poisson: -105.938 valid_0's huber: 11.8247
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7719 valid_0's huber: 29.2692
[2] valid_0's poisson: -88.3528 valid_0's huber: 28.7529
[3] valid_0's poisson: -88.922 valid_0's huber: 28.2475
[4] valid_0's poisson: -89.47 valid_0's huber: 27.7505
[5] valid_0's poisson: -90.0147 valid_0's huber: 27.2562
[6] valid_0's poisson: -90.5776 valid_0's huber: 26.7811
[7] valid_0's poisson: -91.1266 valid_0's huber: 26.3101
[8] valid_0's poisson: -91.6655 valid_0's huber: 25.8498
[9] valid_0's poisson: -92.1636 valid_0's huber: 25.3846
[10] valid_0's poisson: -92.6808 valid_0's huber: 24.9361
[11] valid_0's poisson: -93.1916 valid_0's huber: 24.4898
[12] valid_0's poisson: -93.6818 valid_0's huber: 24.0501
[13] valid_0's poisson: -94.1667 valid_0's huber: 23.6194
[14] valid_0's poisson: -94.6346 valid_0's huber: 23.191
[15] valid_0's poisson: -95.0926 valid_0's huber: 22.7675
[16] valid_0's poisson: -95.5495 valid_0's huber: 22.3534
[17] valid_0's poisson: -95.9842 valid_0's huber: 21.9422
[18] valid_0's poisson: -96.4081 valid_0's huber: 21.5405
[19] valid_0's poisson: -96.8285 valid_0's huber: 21.1392
[20] valid_0's poisson: -97.2377 valid_0's huber: 20.7495
[21] valid_0's poisson: -97.6355 valid_0's huber: 20.3684
[22] valid_0's poisson: -98.0152 valid_0's huber: 19.9941
[23] valid_0's poisson: -98.4044 valid_0's huber: 19.6113
[24] valid_0's poisson: -98.7821 valid_0's huber: 19.2475
[25] valid_0's poisson: -99.1501 valid_0's huber: 18.8813
[26] valid_0's poisson: -99.5029 valid_0's huber: 18.5412
[27] valid_0's poisson: -99.8376 valid_0's huber: 18.2073
[28] valid_0's poisson: -100.161 valid_0's huber: 17.8731
[29] valid_0's poisson: -100.477 valid_0's huber: 17.5658
[30] valid_0's poisson: -100.793 valid_0's huber: 17.2614
[31] valid_0's poisson: -101.081 valid_0's huber: 16.9618
[32] valid_0's poisson: -101.384 valid_0's huber: 16.6607
[33] valid_0's poisson: -101.664 valid_0's huber: 16.3724
[34] valid_0's poisson: -101.942 valid_0's huber: 16.1013
[35] valid_0's poisson: -102.182 valid_0's huber: 15.8586
[36] valid_0's poisson: -102.407 valid_0's huber: 15.6272
[37] valid_0's poisson: -102.613 valid_0's huber: 15.4147
[38] valid_0's poisson: -102.801 valid_0's huber: 15.2219
[39] valid_0's poisson: -102.976 valid_0's huber: 15.0478
[40] valid_0's poisson: -103.126 valid_0's huber: 14.8989
[41] valid_0's poisson: -103.247 valid_0's huber: 14.765
[42] valid_0's poisson: -103.363 valid_0's huber: 14.6542
[43] valid_0's poisson: -103.434 valid_0's huber: 14.5603
[44] valid_0's poisson: -103.519 valid_0's huber: 14.4764
[45] valid_0's poisson: -103.561 valid_0's huber: 14.3946
[46] valid_0's poisson: -103.642 valid_0's huber: 14.3147
[47] valid_0's poisson: -103.728 valid_0's huber: 14.2413
[48] valid_0's poisson: -103.769 valid_0's huber: 14.1744
[49] valid_0's poisson: -103.809 valid_0's huber: 14.1003
[50] valid_0's poisson: -103.816 valid_0's huber: 14.0383
[51] valid_0's poisson: -103.92 valid_0's huber: 13.9722
[52] valid_0's poisson: -103.955 valid_0's huber: 13.9051
[53] valid_0's poisson: -103.955 valid_0's huber: 13.847
[54] valid_0's poisson: -104.024 valid_0's huber: 13.7882
[55] valid_0's poisson: -104.188 valid_0's huber: 13.7258
[56] valid_0's poisson: -104.242 valid_0's huber: 13.6673
[57] valid_0's poisson: -104.244 valid_0's huber: 13.614
[58] valid_0's poisson: -104.334 valid_0's huber: 13.5561
[59] valid_0's poisson: -104.388 valid_0's huber: 13.5103
[60] valid_0's poisson: -104.409 valid_0's huber: 13.4599
[61] valid_0's poisson: -104.457 valid_0's huber: 13.4061
[62] valid_0's poisson: -104.49 valid_0's huber: 13.358
[63] valid_0's poisson: -104.547 valid_0's huber: 13.3084
[64] valid_0's poisson: -104.528 valid_0's huber: 13.2645
[65] valid_0's poisson: -104.572 valid_0's huber: 13.2212
[66] valid_0's poisson: -104.633 valid_0's huber: 13.1763
[67] valid_0's poisson: -104.596 valid_0's huber: 13.1369
[68] valid_0's poisson: -104.658 valid_0's huber: 13.0949
[69] valid_0's poisson: -104.739 valid_0's huber: 13.0468
[70] valid_0's poisson: -104.806 valid_0's huber: 12.9873
[71] valid_0's poisson: -104.835 valid_0's huber: 12.9297
[72] valid_0's poisson: -104.941 valid_0's huber: 12.8715
[73] valid_0's poisson: -104.974 valid_0's huber: 12.8106
[74] valid_0's poisson: -105.041 valid_0's huber: 12.7498
[75] valid_0's poisson: -105.091 valid_0's huber: 12.6988
[76] valid_0's poisson: -105.179 valid_0's huber: 12.6427
[77] valid_0's poisson: -105.182 valid_0's huber: 12.5895
[78] valid_0's poisson: -105.242 valid_0's huber: 12.5402
[79] valid_0's poisson: -105.313 valid_0's huber: 12.4931
[80] valid_0's poisson: -105.35 valid_0's huber: 12.4455
[81] valid_0's poisson: -105.4 valid_0's huber: 12.4014
[82] valid_0's poisson: -105.423 valid_0's huber: 12.3587
[83] valid_0's poisson: -105.441 valid_0's huber: 12.3198
[84] valid_0's poisson: -105.509 valid_0's huber: 12.2803
[85] valid_0's poisson: -105.58 valid_0's huber: 12.243
[86] valid_0's poisson: -105.615 valid_0's huber: 12.2007
[87] valid_0's poisson: -105.647 valid_0's huber: 12.1601
[88] valid_0's poisson: -105.655 valid_0's huber: 12.125
[89] valid_0's poisson: -105.734 valid_0's huber: 12.086
[90] valid_0's poisson: -105.791 valid_0's huber: 12.0462
[91] valid_0's poisson: -105.814 valid_0's huber: 12.0113
[92] valid_0's poisson: -105.896 valid_0's huber: 11.9749
[93] valid_0's poisson: -105.915 valid_0's huber: 11.9372
[94] valid_0's poisson: -105.953 valid_0's huber: 11.8966
[95] valid_0's poisson: -106.013 valid_0's huber: 11.8597
[96] valid_0's poisson: -105.99 valid_0's huber: 11.8228
[97] valid_0's poisson: -106.048 valid_0's huber: 11.7884
[98] valid_0's poisson: -106.075 valid_0's huber: 11.7527
[99] valid_0's poisson: -106.11 valid_0's huber: 11.7221
[100] valid_0's poisson: -106.126 valid_0's huber: 11.6939
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7561 valid_0's huber: 29.3692
[2] valid_0's poisson: -88.3316 valid_0's huber: 28.8553
[3] valid_0's poisson: -88.9023 valid_0's huber: 28.3458
[4] valid_0's poisson: -89.4549 valid_0's huber: 27.8416
[5] valid_0's poisson: -90.0015 valid_0's huber: 27.3435
[6] valid_0's poisson: -90.5621 valid_0's huber: 26.867
[7] valid_0's poisson: -91.1123 valid_0's huber: 26.3972
[8] valid_0's poisson: -91.6433 valid_0's huber: 25.934
[9] valid_0's poisson: -92.1677 valid_0's huber: 25.4798
[10] valid_0's poisson: -92.6819 valid_0's huber: 25.0313
[11] valid_0's poisson: -93.1814 valid_0's huber: 24.5905
[12] valid_0's poisson: -93.6491 valid_0's huber: 24.141
[13] valid_0's poisson: -94.1268 valid_0's huber: 23.7073
[14] valid_0's poisson: -94.602 valid_0's huber: 23.2794
[15] valid_0's poisson: -95.0352 valid_0's huber: 22.8565
[16] valid_0's poisson: -95.4917 valid_0's huber: 22.4431
[17] valid_0's poisson: -95.9357 valid_0's huber: 22.0309
[18] valid_0's poisson: -96.3671 valid_0's huber: 21.6234
[19] valid_0's poisson: -96.7898 valid_0's huber: 21.2249
[20] valid_0's poisson: -97.1966 valid_0's huber: 20.8361
[21] valid_0's poisson: -97.596 valid_0's huber: 20.4551
[22] valid_0's poisson: -97.9761 valid_0's huber: 20.0817
[23] valid_0's poisson: -98.369 valid_0's huber: 19.6938
[24] valid_0's poisson: -98.7475 valid_0's huber: 19.3269
[25] valid_0's poisson: -99.1044 valid_0's huber: 18.9734
[26] valid_0's poisson: -99.4658 valid_0's huber: 18.6086
[27] valid_0's poisson: -99.8051 valid_0's huber: 18.2739
[28] valid_0's poisson: -100.129 valid_0's huber: 17.9472
[29] valid_0's poisson: -100.441 valid_0's huber: 17.6275
[30] valid_0's poisson: -100.738 valid_0's huber: 17.3194
[31] valid_0's poisson: -101.041 valid_0's huber: 17.0208
[32] valid_0's poisson: -101.317 valid_0's huber: 16.7333
[33] valid_0's poisson: -101.61 valid_0's huber: 16.4415
[34] valid_0's poisson: -101.869 valid_0's huber: 16.1856
[35] valid_0's poisson: -102.119 valid_0's huber: 15.9284
[36] valid_0's poisson: -102.345 valid_0's huber: 15.6935
[37] valid_0's poisson: -102.556 valid_0's huber: 15.478
[38] valid_0's poisson: -102.753 valid_0's huber: 15.2764
[39] valid_0's poisson: -102.926 valid_0's huber: 15.1031
[40] valid_0's poisson: -103.087 valid_0's huber: 14.9457
[41] valid_0's poisson: -103.23 valid_0's huber: 14.8072
[42] valid_0's poisson: -103.343 valid_0's huber: 14.6933
[43] valid_0's poisson: -103.43 valid_0's huber: 14.5892
[44] valid_0's poisson: -103.488 valid_0's huber: 14.4948
[45] valid_0's poisson: -103.545 valid_0's huber: 14.4092
[46] valid_0's poisson: -103.59 valid_0's huber: 14.3308
[47] valid_0's poisson: -103.623 valid_0's huber: 14.2588
[48] valid_0's poisson: -103.691 valid_0's huber: 14.1836
[49] valid_0's poisson: -103.761 valid_0's huber: 14.1137
[50] valid_0's poisson: -103.807 valid_0's huber: 14.0483
[51] valid_0's poisson: -103.874 valid_0's huber: 13.9847
[52] valid_0's poisson: -103.912 valid_0's huber: 13.9238
[53] valid_0's poisson: -104.001 valid_0's huber: 13.8565
[54] valid_0's poisson: -104.058 valid_0's huber: 13.7959
[55] valid_0's poisson: -104.14 valid_0's huber: 13.7376
[56] valid_0's poisson: -104.209 valid_0's huber: 13.6784
[57] valid_0's poisson: -104.311 valid_0's huber: 13.6223
[58] valid_0's poisson: -104.363 valid_0's huber: 13.5705
[59] valid_0's poisson: -104.353 valid_0's huber: 13.5205
[60] valid_0's poisson: -104.468 valid_0's huber: 13.4677
[61] valid_0's poisson: -104.502 valid_0's huber: 13.4168
[62] valid_0's poisson: -104.546 valid_0's huber: 13.3667
[63] valid_0's poisson: -104.647 valid_0's huber: 13.3111
[64] valid_0's poisson: -104.669 valid_0's huber: 13.2679
[65] valid_0's poisson: -104.662 valid_0's huber: 13.2205
[66] valid_0's poisson: -104.72 valid_0's huber: 13.1738
[67] valid_0's poisson: -104.766 valid_0's huber: 13.1311
[68] valid_0's poisson: -104.82 valid_0's huber: 13.0858
[69] valid_0's poisson: -104.826 valid_0's huber: 13.0454
[70] valid_0's poisson: -104.879 valid_0's huber: 13.0044
[71] valid_0's poisson: -104.924 valid_0's huber: 12.9638
[72] valid_0's poisson: -104.946 valid_0's huber: 12.9271
[73] valid_0's poisson: -105.002 valid_0's huber: 12.8898
[74] valid_0's poisson: -105.056 valid_0's huber: 12.8519
[75] valid_0's poisson: -105.092 valid_0's huber: 12.8124
[76] valid_0's poisson: -105.108 valid_0's huber: 12.7805
[77] valid_0's poisson: -105.15 valid_0's huber: 12.743
[78] valid_0's poisson: -105.24 valid_0's huber: 12.6854
[79] valid_0's poisson: -105.28 valid_0's huber: 12.6172
[80] valid_0's poisson: -105.416 valid_0's huber: 12.5549
[81] valid_0's poisson: -105.489 valid_0's huber: 12.4953
[82] valid_0's poisson: -105.533 valid_0's huber: 12.4437
[83] valid_0's poisson: -105.558 valid_0's huber: 12.3933
[84] valid_0's poisson: -105.59 valid_0's huber: 12.34
[85] valid_0's poisson: -105.618 valid_0's huber: 12.2951
[86] valid_0's poisson: -105.648 valid_0's huber: 12.2504
[87] valid_0's poisson: -105.679 valid_0's huber: 12.2062
[88] valid_0's poisson: -105.691 valid_0's huber: 12.1623
[89] valid_0's poisson: -105.722 valid_0's huber: 12.1173
[90] valid_0's poisson: -105.744 valid_0's huber: 12.0754
[91] valid_0's poisson: -105.771 valid_0's huber: 12.0324
[92] valid_0's poisson: -105.853 valid_0's huber: 11.9896
[93] valid_0's poisson: -105.898 valid_0's huber: 11.9458
[94] valid_0's poisson: -105.943 valid_0's huber: 11.9028
[95] valid_0's poisson: -106 valid_0's huber: 11.8621
[96] valid_0's poisson: -106.018 valid_0's huber: 11.8262
[97] valid_0's poisson: -105.931 valid_0's huber: 11.792
[98] valid_0's poisson: -106.016 valid_0's huber: 11.7481
[99] valid_0's poisson: -106.051 valid_0's huber: 11.7147
[100] valid_0's poisson: -106.088 valid_0's huber: 11.682
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3424 valid_0's huber: 29.6717
[2] valid_0's poisson: -87.5118 valid_0's huber: 29.5314
[3] valid_0's poisson: -87.6804 valid_0's huber: 29.3915
[4] valid_0's poisson: -87.848 valid_0's huber: 29.2521
[5] valid_0's poisson: -88.0149 valid_0's huber: 29.1129
[6] valid_0's poisson: -88.1808 valid_0's huber: 28.9742
[7] valid_0's poisson: -88.346 valid_0's huber: 28.8358
[8] valid_0's poisson: -88.5094 valid_0's huber: 28.6987
[9] valid_0's poisson: -88.6718 valid_0's huber: 28.5621
[10] valid_0's poisson: -88.8332 valid_0's huber: 28.426
[11] valid_0's poisson: -88.9943 valid_0's huber: 28.2896
[12] valid_0's poisson: -89.1544 valid_0's huber: 28.1537
[13] valid_0's poisson: -89.313 valid_0's huber: 28.0186
[14] valid_0's poisson: -89.4713 valid_0's huber: 27.8837
[15] valid_0's poisson: -89.6287 valid_0's huber: 27.7492
[16] valid_0's poisson: -89.7854 valid_0's huber: 27.6146
[17] valid_0's poisson: -89.9412 valid_0's huber: 27.4803
[18] valid_0's poisson: -90.0959 valid_0's huber: 27.3468
[19] valid_0's poisson: -90.2497 valid_0's huber: 27.2132
[20] valid_0's poisson: -90.4024 valid_0's huber: 27.0801
[21] valid_0's poisson: -90.5545 valid_0's huber: 26.9474
[22] valid_0's poisson: -90.7057 valid_0's huber: 26.8151
[23] valid_0's poisson: -90.8559 valid_0's huber: 26.6833
[24] valid_0's poisson: -91.005 valid_0's huber: 26.5523
[25] valid_0's poisson: -91.1532 valid_0's huber: 26.4218
[26] valid_0's poisson: -91.3006 valid_0's huber: 26.2921
[27] valid_0's poisson: -91.4467 valid_0's huber: 26.1629
[28] valid_0's poisson: -91.5922 valid_0's huber: 26.0343
[29] valid_0's poisson: -91.7375 valid_0's huber: 25.9059
[30] valid_0's poisson: -91.8821 valid_0's huber: 25.7778
[31] valid_0's poisson: -92.0258 valid_0's huber: 25.6501
[32] valid_0's poisson: -92.168 valid_0's huber: 25.5236
[33] valid_0's poisson: -92.3102 valid_0's huber: 25.397
[34] valid_0's poisson: -92.451 valid_0's huber: 25.2717
[35] valid_0's poisson: -92.5915 valid_0's huber: 25.1462
[36] valid_0's poisson: -92.7316 valid_0's huber: 25.0207
[37] valid_0's poisson: -92.8702 valid_0's huber: 24.8966
[38] valid_0's poisson: -93.0087 valid_0's huber: 24.772
[39] valid_0's poisson: -93.1449 valid_0's huber: 24.6492
[40] valid_0's poisson: -93.282 valid_0's huber: 24.5253
[41] valid_0's poisson: -93.4182 valid_0's huber: 24.4018
[42] valid_0's poisson: -93.5525 valid_0's huber: 24.2801
[43] valid_0's poisson: -93.687 valid_0's huber: 24.1577
[44] valid_0's poisson: -93.8198 valid_0's huber: 24.0373
[45] valid_0's poisson: -93.9518 valid_0's huber: 23.9171
[46] valid_0's poisson: -94.0839 valid_0's huber: 23.796
[47] valid_0's poisson: -94.2147 valid_0's huber: 23.6764
[48] valid_0's poisson: -94.3444 valid_0's huber: 23.557
[49] valid_0's poisson: -94.4742 valid_0's huber: 23.4373
[50] valid_0's poisson: -94.6027 valid_0's huber: 23.3189
[51] valid_0's poisson: -94.7309 valid_0's huber: 23.1998
[52] valid_0's poisson: -94.8577 valid_0's huber: 23.0825
[53] valid_0's poisson: -94.9836 valid_0's huber: 22.9656
[54] valid_0's poisson: -95.1093 valid_0's huber: 22.8485
[55] valid_0's poisson: -95.2341 valid_0's huber: 22.7322
[56] valid_0's poisson: -95.3581 valid_0's huber: 22.6162
[57] valid_0's poisson: -95.4811 valid_0's huber: 22.5008
[58] valid_0's poisson: -95.6035 valid_0's huber: 22.386
[59] valid_0's poisson: -95.7253 valid_0's huber: 22.2718
[60] valid_0's poisson: -95.8465 valid_0's huber: 22.1574
[61] valid_0's poisson: -95.9661 valid_0's huber: 22.045
[62] valid_0's poisson: -96.0853 valid_0's huber: 21.9332
[63] valid_0's poisson: -96.2046 valid_0's huber: 21.8205
[64] valid_0's poisson: -96.3228 valid_0's huber: 21.7087
[65] valid_0's poisson: -96.4404 valid_0's huber: 21.5979
[66] valid_0's poisson: -96.5578 valid_0's huber: 21.4864
[67] valid_0's poisson: -96.6728 valid_0's huber: 21.3764
[68] valid_0's poisson: -96.787 valid_0's huber: 21.2671
[69] valid_0's poisson: -96.9013 valid_0's huber: 21.1587
[70] valid_0's poisson: -97.0143 valid_0's huber: 21.0511
[71] valid_0's poisson: -97.1262 valid_0's huber: 20.9436
[72] valid_0's poisson: -97.2387 valid_0's huber: 20.8351
[73] valid_0's poisson: -97.3492 valid_0's huber: 20.7291
[74] valid_0's poisson: -97.4601 valid_0's huber: 20.6217
[75] valid_0's poisson: -97.5716 valid_0's huber: 20.5135
[76] valid_0's poisson: -97.6808 valid_0's huber: 20.4082
[77] valid_0's poisson: -97.7922 valid_0's huber: 20.2999
[78] valid_0's poisson: -97.8997 valid_0's huber: 20.1949
[79] valid_0's poisson: -98.0096 valid_0's huber: 20.0879
[80] valid_0's poisson: -98.1191 valid_0's huber: 19.981
[81] valid_0's poisson: -98.2275 valid_0's huber: 19.8753
[82] valid_0's poisson: -98.3343 valid_0's huber: 19.7708
[83] valid_0's poisson: -98.4421 valid_0's huber: 19.6652
[84] valid_0's poisson: -98.5473 valid_0's huber: 19.5613
[85] valid_0's poisson: -98.6512 valid_0's huber: 19.4582
[86] valid_0's poisson: -98.7552 valid_0's huber: 19.3548
[87] valid_0's poisson: -98.8585 valid_0's huber: 19.2522
[88] valid_0's poisson: -98.9605 valid_0's huber: 19.1506
[89] valid_0's poisson: -99.0615 valid_0's huber: 19.0496
[90] valid_0's poisson: -99.1639 valid_0's huber: 18.9485
[91] valid_0's poisson: -99.2638 valid_0's huber: 18.8486
[92] valid_0's poisson: -99.3647 valid_0's huber: 18.7475
[93] valid_0's poisson: -99.4649 valid_0's huber: 18.6488
[94] valid_0's poisson: -99.5644 valid_0's huber: 18.5488
[95] valid_0's poisson: -99.663 valid_0's huber: 18.4508
[96] valid_0's poisson: -99.7601 valid_0's huber: 18.3544
[97] valid_0's poisson: -99.857 valid_0's huber: 18.2569
[98] valid_0's poisson: -99.9526 valid_0's huber: 18.1619
[99] valid_0's poisson: -100.048 valid_0's huber: 18.0666
[100] valid_0's poisson: -100.142 valid_0's huber: 17.9726
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3426 valid_0's huber: 29.6707
[2] valid_0's poisson: -87.5102 valid_0's huber: 29.5322
[3] valid_0's poisson: -87.677 valid_0's huber: 29.3941
[4] valid_0's poisson: -87.843 valid_0's huber: 29.2565
[5] valid_0's poisson: -88.0083 valid_0's huber: 29.118
[6] valid_0's poisson: -88.1723 valid_0's huber: 28.9813
[7] valid_0's poisson: -88.3356 valid_0's huber: 28.8436
[8] valid_0's poisson: -88.4977 valid_0's huber: 28.7077
[9] valid_0's poisson: -88.659 valid_0's huber: 28.5711
[10] valid_0's poisson: -88.819 valid_0's huber: 28.4362
[11] valid_0's poisson: -88.9784 valid_0's huber: 28.3004
[12] valid_0's poisson: -89.1375 valid_0's huber: 28.1642
[13] valid_0's poisson: -89.2964 valid_0's huber: 28.0284
[14] valid_0's poisson: -89.4543 valid_0's huber: 27.8929
[15] valid_0's poisson: -89.6112 valid_0's huber: 27.7581
[16] valid_0's poisson: -89.7678 valid_0's huber: 27.6229
[17] valid_0's poisson: -89.9235 valid_0's huber: 27.4881
[18] valid_0's poisson: -90.0783 valid_0's huber: 27.3538
[19] valid_0's poisson: -90.2321 valid_0's huber: 27.2199
[20] valid_0's poisson: -90.3859 valid_0's huber: 27.0858
[21] valid_0's poisson: -90.5378 valid_0's huber: 26.9528
[22] valid_0's poisson: -90.6896 valid_0's huber: 26.8198
[23] valid_0's poisson: -90.8409 valid_0's huber: 26.687
[24] valid_0's poisson: -90.991 valid_0's huber: 26.5549
[25] valid_0's poisson: -91.1393 valid_0's huber: 26.4242
[26] valid_0's poisson: -91.2878 valid_0's huber: 26.2932
[27] valid_0's poisson: -91.4357 valid_0's huber: 26.1625
[28] valid_0's poisson: -91.5826 valid_0's huber: 26.0321
[29] valid_0's poisson: -91.7288 valid_0's huber: 25.9024
[30] valid_0's poisson: -91.8737 valid_0's huber: 25.7735
[31] valid_0's poisson: -92.0181 valid_0's huber: 25.645
[32] valid_0's poisson: -92.1617 valid_0's huber: 25.5169
[33] valid_0's poisson: -92.3047 valid_0's huber: 25.3893
[34] valid_0's poisson: -92.4466 valid_0's huber: 25.2624
[35] valid_0's poisson: -92.5873 valid_0's huber: 25.1367
[36] valid_0's poisson: -92.7279 valid_0's huber: 25.0104
[37] valid_0's poisson: -92.8667 valid_0's huber: 24.8858
[38] valid_0's poisson: -93.0043 valid_0's huber: 24.7612
[39] valid_0's poisson: -93.1421 valid_0's huber: 24.6369
[40] valid_0's poisson: -93.2781 valid_0's huber: 24.5137
[41] valid_0's poisson: -93.4142 valid_0's huber: 24.39
[42] valid_0's poisson: -93.5495 valid_0's huber: 24.2668
[43] valid_0's poisson: -93.6834 valid_0's huber: 24.145
[44] valid_0's poisson: -93.8172 valid_0's huber: 24.0225
[45] valid_0's poisson: -93.9506 valid_0's huber: 23.9006
[46] valid_0's poisson: -94.0831 valid_0's huber: 23.7791
[47] valid_0's poisson: -94.2152 valid_0's huber: 23.6577
[48] valid_0's poisson: -94.3456 valid_0's huber: 23.5375
[49] valid_0's poisson: -94.475 valid_0's huber: 23.4177
[50] valid_0's poisson: -94.6036 valid_0's huber: 23.2986
[51] valid_0's poisson: -94.7318 valid_0's huber: 23.1802
[52] valid_0's poisson: -94.8583 valid_0's huber: 23.063
[53] valid_0's poisson: -94.9853 valid_0's huber: 22.945
[54] valid_0's poisson: -95.1105 valid_0's huber: 22.8282
[55] valid_0's poisson: -95.2357 valid_0's huber: 22.7114
[56] valid_0's poisson: -95.3598 valid_0's huber: 22.5953
[57] valid_0's poisson: -95.4825 valid_0's huber: 22.4801
[58] valid_0's poisson: -95.605 valid_0's huber: 22.3649
[59] valid_0's poisson: -95.7268 valid_0's huber: 22.2508
[60] valid_0's poisson: -95.8473 valid_0's huber: 22.1363
[61] valid_0's poisson: -95.9685 valid_0's huber: 22.0232
[62] valid_0's poisson: -96.0876 valid_0's huber: 21.9108
[63] valid_0's poisson: -96.2061 valid_0's huber: 21.7991
[64] valid_0's poisson: -96.3244 valid_0's huber: 21.6869
[65] valid_0's poisson: -96.4416 valid_0's huber: 21.576
[66] valid_0's poisson: -96.5588 valid_0's huber: 21.4646
[67] valid_0's poisson: -96.6752 valid_0's huber: 21.3543
[68] valid_0's poisson: -96.7907 valid_0's huber: 21.2445
[69] valid_0's poisson: -96.9061 valid_0's huber: 21.1338
[70] valid_0's poisson: -97.0199 valid_0's huber: 21.0254
[71] valid_0's poisson: -97.1338 valid_0's huber: 20.9167
[72] valid_0's poisson: -97.2469 valid_0's huber: 20.8075
[73] valid_0's poisson: -97.3588 valid_0's huber: 20.6999
[74] valid_0's poisson: -97.4696 valid_0's huber: 20.593
[75] valid_0's poisson: -97.5798 valid_0's huber: 20.4864
[76] valid_0's poisson: -97.6895 valid_0's huber: 20.3803
[77] valid_0's poisson: -97.7987 valid_0's huber: 20.2738
[78] valid_0's poisson: -97.9087 valid_0's huber: 20.1672
[79] valid_0's poisson: -98.0169 valid_0's huber: 20.0618
[80] valid_0's poisson: -98.1241 valid_0's huber: 19.9562
[81] valid_0's poisson: -98.2315 valid_0's huber: 19.8516
[82] valid_0's poisson: -98.3387 valid_0's huber: 19.7461
[83] valid_0's poisson: -98.4456 valid_0's huber: 19.6414
[84] valid_0's poisson: -98.5514 valid_0's huber: 19.5372
[85] valid_0's poisson: -98.6574 valid_0's huber: 19.4336
[86] valid_0's poisson: -98.7618 valid_0's huber: 19.3303
[87] valid_0's poisson: -98.8664 valid_0's huber: 19.2277
[88] valid_0's poisson: -98.9691 valid_0's huber: 19.1258
[89] valid_0's poisson: -99.0719 valid_0's huber: 19.0245
[90] valid_0's poisson: -99.1739 valid_0's huber: 18.923
[91] valid_0's poisson: -99.2743 valid_0's huber: 18.8232
[92] valid_0's poisson: -99.3739 valid_0's huber: 18.7231
[93] valid_0's poisson: -99.4726 valid_0's huber: 18.6236
[94] valid_0's poisson: -99.5715 valid_0's huber: 18.5253
[95] valid_0's poisson: -99.6703 valid_0's huber: 18.4268
[96] valid_0's poisson: -99.7674 valid_0's huber: 18.3284
[97] valid_0's poisson: -99.8638 valid_0's huber: 18.2321
[98] valid_0's poisson: -99.9609 valid_0's huber: 18.1354
[99] valid_0's poisson: -100.057 valid_0's huber: 18.0398
[100] valid_0's poisson: -100.151 valid_0's huber: 17.9455
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.339 valid_0's huber: 29.7016
[2] valid_0's poisson: -87.5074 valid_0's huber: 29.5608
[3] valid_0's poisson: -87.6748 valid_0's huber: 29.4205
[4] valid_0's poisson: -87.8411 valid_0's huber: 29.2806
[5] valid_0's poisson: -88.0065 valid_0's huber: 29.1413
[6] valid_0's poisson: -88.1709 valid_0's huber: 29.0024
[7] valid_0's poisson: -88.3344 valid_0's huber: 28.864
[8] valid_0's poisson: -88.4968 valid_0's huber: 28.726
[9] valid_0's poisson: -88.6592 valid_0's huber: 28.5882
[10] valid_0's poisson: -88.8208 valid_0's huber: 28.4508
[11] valid_0's poisson: -88.9823 valid_0's huber: 28.3133
[12] valid_0's poisson: -89.1432 valid_0's huber: 28.1758
[13] valid_0's poisson: -89.3032 valid_0's huber: 28.0388
[14] valid_0's poisson: -89.4616 valid_0's huber: 27.9025
[15] valid_0's poisson: -89.62 valid_0's huber: 27.7662
[16] valid_0's poisson: -89.7772 valid_0's huber: 27.6305
[17] valid_0's poisson: -89.9336 valid_0's huber: 27.495
[18] valid_0's poisson: -90.0888 valid_0's huber: 27.3603
[19] valid_0's poisson: -90.243 valid_0's huber: 27.2262
[20] valid_0's poisson: -90.3959 valid_0's huber: 27.0928
[21] valid_0's poisson: -90.5479 valid_0's huber: 26.9599
[22] valid_0's poisson: -90.699 valid_0's huber: 26.8274
[23] valid_0's poisson: -90.8482 valid_0's huber: 26.6958
[24] valid_0's poisson: -90.9966 valid_0's huber: 26.5647
[25] valid_0's poisson: -91.144 valid_0's huber: 26.4342
[26] valid_0's poisson: -91.2904 valid_0's huber: 26.3044
[27] valid_0's poisson: -91.4361 valid_0's huber: 26.1754
[28] valid_0's poisson: -91.5813 valid_0's huber: 26.0466
[29] valid_0's poisson: -91.7261 valid_0's huber: 25.9182
[30] valid_0's poisson: -91.8693 valid_0's huber: 25.7908
[31] valid_0's poisson: -92.0123 valid_0's huber: 25.6633
[32] valid_0's poisson: -92.154 valid_0's huber: 25.5367
[33] valid_0's poisson: -92.2951 valid_0's huber: 25.4107
[34] valid_0's poisson: -92.4348 valid_0's huber: 25.2853
[35] valid_0's poisson: -92.5734 valid_0's huber: 25.1607
[36] valid_0's poisson: -92.7128 valid_0's huber: 25.0355
[37] valid_0's poisson: -92.8515 valid_0's huber: 24.9109
[38] valid_0's poisson: -92.9893 valid_0's huber: 24.7867
[39] valid_0's poisson: -93.1264 valid_0's huber: 24.6632
[40] valid_0's poisson: -93.262 valid_0's huber: 24.5407
[41] valid_0's poisson: -93.3974 valid_0's huber: 24.4182
[42] valid_0's poisson: -93.5317 valid_0's huber: 24.2968
[43] valid_0's poisson: -93.6647 valid_0's huber: 24.1759
[44] valid_0's poisson: -93.7974 valid_0's huber: 24.0552
[45] valid_0's poisson: -93.929 valid_0's huber: 23.9353
[46] valid_0's poisson: -94.0594 valid_0's huber: 23.816
[47] valid_0's poisson: -94.1892 valid_0's huber: 23.6966
[48] valid_0's poisson: -94.319 valid_0's huber: 23.5776
[49] valid_0's poisson: -94.4473 valid_0's huber: 23.4592
[50] valid_0's poisson: -94.5747 valid_0's huber: 23.3418
[51] valid_0's poisson: -94.7017 valid_0's huber: 23.2245
[52] valid_0's poisson: -94.8277 valid_0's huber: 23.1079
[53] valid_0's poisson: -94.953 valid_0's huber: 22.9916
[54] valid_0's poisson: -95.0772 valid_0's huber: 22.8765
[55] valid_0's poisson: -95.2008 valid_0's huber: 22.7611
[56] valid_0's poisson: -95.3235 valid_0's huber: 22.6467
[57] valid_0's poisson: -95.4454 valid_0's huber: 22.5322
[58] valid_0's poisson: -95.5672 valid_0's huber: 22.4188
[59] valid_0's poisson: -95.6891 valid_0's huber: 22.305
[60] valid_0's poisson: -95.8103 valid_0's huber: 22.1911
[61] valid_0's poisson: -95.9306 valid_0's huber: 22.0784
[62] valid_0's poisson: -96.0501 valid_0's huber: 21.9658
[63] valid_0's poisson: -96.1701 valid_0's huber: 21.8542
[64] valid_0's poisson: -96.2903 valid_0's huber: 21.7417
[65] valid_0's poisson: -96.4099 valid_0's huber: 21.6292
[66] valid_0's poisson: -96.5273 valid_0's huber: 21.5188
[67] valid_0's poisson: -96.6445 valid_0's huber: 21.4086
[68] valid_0's poisson: -96.7609 valid_0's huber: 21.2988
[69] valid_0's poisson: -96.8773 valid_0's huber: 21.1878
[70] valid_0's poisson: -96.9933 valid_0's huber: 21.0771
[71] valid_0's poisson: -97.1093 valid_0's huber: 20.9659
[72] valid_0's poisson: -97.2244 valid_0's huber: 20.8554
[73] valid_0's poisson: -97.3381 valid_0's huber: 20.7463
[74] valid_0's poisson: -97.4519 valid_0's huber: 20.6365
[75] valid_0's poisson: -97.5645 valid_0's huber: 20.5278
[76] valid_0's poisson: -97.6775 valid_0's huber: 20.4184
[77] valid_0's poisson: -97.7892 valid_0's huber: 20.3098
[78] valid_0's poisson: -97.899 valid_0's huber: 20.203
[79] valid_0's poisson: -98.0081 valid_0's huber: 20.097
[80] valid_0's poisson: -98.1185 valid_0's huber: 19.9895
[81] valid_0's poisson: -98.2266 valid_0's huber: 19.884
[82] valid_0's poisson: -98.3346 valid_0's huber: 19.7784
[83] valid_0's poisson: -98.4409 valid_0's huber: 19.6747
[84] valid_0's poisson: -98.548 valid_0's huber: 19.5701
[85] valid_0's poisson: -98.654 valid_0's huber: 19.4671
[86] valid_0's poisson: -98.7597 valid_0's huber: 19.3633
[87] valid_0's poisson: -98.8649 valid_0's huber: 19.2604
[88] valid_0's poisson: -98.968 valid_0's huber: 19.1595
[89] valid_0's poisson: -99.0707 valid_0's huber: 19.059
[90] valid_0's poisson: -99.1727 valid_0's huber: 18.959
[91] valid_0's poisson: -99.2755 valid_0's huber: 18.8567
[92] valid_0's poisson: -99.3766 valid_0's huber: 18.7578
[93] valid_0's poisson: -99.477 valid_0's huber: 18.6583
[94] valid_0's poisson: -99.5767 valid_0's huber: 18.5593
[95] valid_0's poisson: -99.6757 valid_0's huber: 18.4607
[96] valid_0's poisson: -99.7738 valid_0's huber: 18.3627
[97] valid_0's poisson: -99.8709 valid_0's huber: 18.2661
[98] valid_0's poisson: -99.9668 valid_0's huber: 18.1695
[99] valid_0's poisson: -100.062 valid_0's huber: 18.0734
[100] valid_0's poisson: -100.156 valid_0's huber: 17.979
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3457 valid_0's huber: 29.6531
[2] valid_0's poisson: -87.5144 valid_0's huber: 29.513
[3] valid_0's poisson: -87.682 valid_0's huber: 29.3733
[4] valid_0's poisson: -87.8486 valid_0's huber: 29.2343
[5] valid_0's poisson: -88.0142 valid_0's huber: 29.0957
[6] valid_0's poisson: -88.1787 valid_0's huber: 28.9575
[7] valid_0's poisson: -88.3422 valid_0's huber: 28.8201
[8] valid_0's poisson: -88.5046 valid_0's huber: 28.6831
[9] valid_0's poisson: -88.6673 valid_0's huber: 28.5458
[10] valid_0's poisson: -88.8286 valid_0's huber: 28.4087
[11] valid_0's poisson: -88.99 valid_0's huber: 28.2714
[12] valid_0's poisson: -89.1511 valid_0's huber: 28.1344
[13] valid_0's poisson: -89.3111 valid_0's huber: 27.9979
[14] valid_0's poisson: -89.4698 valid_0's huber: 27.8619
[15] valid_0's poisson: -89.6278 valid_0's huber: 27.7262
[16] valid_0's poisson: -89.7849 valid_0's huber: 27.5909
[17] valid_0's poisson: -89.9411 valid_0's huber: 27.4561
[18] valid_0's poisson: -90.0963 valid_0's huber: 27.3217
[19] valid_0's poisson: -90.2503 valid_0's huber: 27.1878
[20] valid_0's poisson: -90.4038 valid_0's huber: 27.0542
[21] valid_0's poisson: -90.5561 valid_0's huber: 26.921
[22] valid_0's poisson: -90.7075 valid_0's huber: 26.7889
[23] valid_0's poisson: -90.8581 valid_0's huber: 26.6567
[24] valid_0's poisson: -91.0079 valid_0's huber: 26.5247
[25] valid_0's poisson: -91.1564 valid_0's huber: 26.3936
[26] valid_0's poisson: -91.3035 valid_0's huber: 26.2635
[27] valid_0's poisson: -91.45 valid_0's huber: 26.134
[28] valid_0's poisson: -91.5958 valid_0's huber: 26.0049
[29] valid_0's poisson: -91.7403 valid_0's huber: 25.8763
[30] valid_0's poisson: -91.8843 valid_0's huber: 25.7481
[31] valid_0's poisson: -92.027 valid_0's huber: 25.6211
[32] valid_0's poisson: -92.1696 valid_0's huber: 25.4941
[33] valid_0's poisson: -92.311 valid_0's huber: 25.368
[34] valid_0's poisson: -92.4524 valid_0's huber: 25.2419
[35] valid_0's poisson: -92.592 valid_0's huber: 25.1168
[36] valid_0's poisson: -92.7315 valid_0's huber: 24.9918
[37] valid_0's poisson: -92.8705 valid_0's huber: 24.8673
[38] valid_0's poisson: -93.0086 valid_0's huber: 24.7429
[39] valid_0's poisson: -93.1456 valid_0's huber: 24.6194
[40] valid_0's poisson: -93.282 valid_0's huber: 24.4961
[41] valid_0's poisson: -93.4172 valid_0's huber: 24.3736
[42] valid_0's poisson: -93.5517 valid_0's huber: 24.2515
[43] valid_0's poisson: -93.685 valid_0's huber: 24.1304
[44] valid_0's poisson: -93.8169 valid_0's huber: 24.0101
[45] valid_0's poisson: -93.9487 valid_0's huber: 23.8899
[46] valid_0's poisson: -94.0798 valid_0's huber: 23.7702
[47] valid_0's poisson: -94.21 valid_0's huber: 23.6506
[48] valid_0's poisson: -94.3394 valid_0's huber: 23.5319
[49] valid_0's poisson: -94.4679 valid_0's huber: 23.4135
[50] valid_0's poisson: -94.5957 valid_0's huber: 23.2953
[51] valid_0's poisson: -94.723 valid_0's huber: 23.1777
[52] valid_0's poisson: -94.8495 valid_0's huber: 23.0605
[53] valid_0's poisson: -94.9752 valid_0's huber: 22.9438
[54] valid_0's poisson: -95.1005 valid_0's huber: 22.8275
[55] valid_0's poisson: -95.2249 valid_0's huber: 22.7116
[56] valid_0's poisson: -95.348 valid_0's huber: 22.5962
[57] valid_0's poisson: -95.4707 valid_0's huber: 22.4817
[58] valid_0's poisson: -95.5927 valid_0's huber: 22.3679
[59] valid_0's poisson: -95.7148 valid_0's huber: 22.2533
[60] valid_0's poisson: -95.8372 valid_0's huber: 22.1382
[61] valid_0's poisson: -95.9586 valid_0's huber: 22.0247
[62] valid_0's poisson: -96.0789 valid_0's huber: 21.9115
[63] valid_0's poisson: -96.1999 valid_0's huber: 21.7983
[64] valid_0's poisson: -96.3196 valid_0's huber: 21.6857
[65] valid_0's poisson: -96.4388 valid_0's huber: 21.5729
[66] valid_0's poisson: -96.5571 valid_0's huber: 21.461
[67] valid_0's poisson: -96.6743 valid_0's huber: 21.3494
[68] valid_0's poisson: -96.7907 valid_0's huber: 21.2384
[69] valid_0's poisson: -96.9068 valid_0's huber: 21.1277
[70] valid_0's poisson: -97.0228 valid_0's huber: 21.0168
[71] valid_0's poisson: -97.1386 valid_0's huber: 20.9062
[72] valid_0's poisson: -97.2521 valid_0's huber: 20.7971
[73] valid_0's poisson: -97.3645 valid_0's huber: 20.6885
[74] valid_0's poisson: -97.4783 valid_0's huber: 20.5789
[75] valid_0's poisson: -97.5897 valid_0's huber: 20.4713
[76] valid_0's poisson: -97.7015 valid_0's huber: 20.3636
[77] valid_0's poisson: -97.8127 valid_0's huber: 20.2561
[78] valid_0's poisson: -97.9222 valid_0's huber: 20.1494
[79] valid_0's poisson: -98.0308 valid_0's huber: 20.0439
[80] valid_0's poisson: -98.1398 valid_0's huber: 19.938
[81] valid_0's poisson: -98.2483 valid_0's huber: 19.8323
[82] valid_0's poisson: -98.3561 valid_0's huber: 19.7271
[83] valid_0's poisson: -98.4629 valid_0's huber: 19.623
[84] valid_0's poisson: -98.5694 valid_0's huber: 19.5183
[85] valid_0's poisson: -98.6749 valid_0's huber: 19.4151
[86] valid_0's poisson: -98.7797 valid_0's huber: 19.3127
[87] valid_0's poisson: -98.8832 valid_0's huber: 19.2115
[88] valid_0's poisson: -98.987 valid_0's huber: 19.1093
[89] valid_0's poisson: -99.0894 valid_0's huber: 19.0086
[90] valid_0's poisson: -99.1908 valid_0's huber: 18.9084
[91] valid_0's poisson: -99.2911 valid_0's huber: 18.8093
[92] valid_0's poisson: -99.3905 valid_0's huber: 18.7106
[93] valid_0's poisson: -99.4894 valid_0's huber: 18.6122
[94] valid_0's poisson: -99.5884 valid_0's huber: 18.513
[95] valid_0's poisson: -99.6871 valid_0's huber: 18.4143
[96] valid_0's poisson: -99.7836 valid_0's huber: 18.3179
[97] valid_0's poisson: -99.8807 valid_0's huber: 18.2206
[98] valid_0's poisson: -99.9766 valid_0's huber: 18.1245
[99] valid_0's poisson: -100.071 valid_0's huber: 18.0301
[100] valid_0's poisson: -100.165 valid_0's huber: 17.9354
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3336 valid_0's huber: 29.744
[2] valid_0's poisson: -87.5025 valid_0's huber: 29.6032
[3] valid_0's poisson: -87.6703 valid_0's huber: 29.4628
[4] valid_0's poisson: -87.837 valid_0's huber: 29.3232
[5] valid_0's poisson: -88.0027 valid_0's huber: 29.1839
[6] valid_0's poisson: -88.1673 valid_0's huber: 29.0453
[7] valid_0's poisson: -88.3315 valid_0's huber: 28.9064
[8] valid_0's poisson: -88.4942 valid_0's huber: 28.7687
[9] valid_0's poisson: -88.656 valid_0's huber: 28.6314
[10] valid_0's poisson: -88.818 valid_0's huber: 28.4939
[11] valid_0's poisson: -88.9793 valid_0's huber: 28.3561
[12] valid_0's poisson: -89.1401 valid_0's huber: 28.2189
[13] valid_0's poisson: -89.2998 valid_0's huber: 28.0819
[14] valid_0's poisson: -89.4582 valid_0's huber: 27.9457
[15] valid_0's poisson: -89.6159 valid_0's huber: 27.8098
[16] valid_0's poisson: -89.7731 valid_0's huber: 27.6742
[17] valid_0's poisson: -89.9294 valid_0's huber: 27.5392
[18] valid_0's poisson: -90.0849 valid_0's huber: 27.4042
[19] valid_0's poisson: -90.239 valid_0's huber: 27.2697
[20] valid_0's poisson: -90.3927 valid_0's huber: 27.1355
[21] valid_0's poisson: -90.5455 valid_0's huber: 27.002
[22] valid_0's poisson: -90.6967 valid_0's huber: 26.8694
[23] valid_0's poisson: -90.8477 valid_0's huber: 26.7368
[24] valid_0's poisson: -90.9962 valid_0's huber: 26.6052
[25] valid_0's poisson: -91.1438 valid_0's huber: 26.4743
[26] valid_0's poisson: -91.2903 valid_0's huber: 26.3441
[27] valid_0's poisson: -91.4369 valid_0's huber: 26.2136
[28] valid_0's poisson: -91.5826 valid_0's huber: 26.0839
[29] valid_0's poisson: -91.7262 valid_0's huber: 25.9552
[30] valid_0's poisson: -91.87 valid_0's huber: 25.8269
[31] valid_0's poisson: -92.0125 valid_0's huber: 25.699
[32] valid_0's poisson: -92.155 valid_0's huber: 25.5716
[33] valid_0's poisson: -92.296 valid_0's huber: 25.445
[34] valid_0's poisson: -92.4365 valid_0's huber: 25.3186
[35] valid_0's poisson: -92.5762 valid_0's huber: 25.1927
[36] valid_0's poisson: -92.7145 valid_0's huber: 25.0675
[37] valid_0's poisson: -92.8536 valid_0's huber: 24.9425
[38] valid_0's poisson: -92.9911 valid_0's huber: 24.8183
[39] valid_0's poisson: -93.1281 valid_0's huber: 24.6944
[40] valid_0's poisson: -93.2638 valid_0's huber: 24.5711
[41] valid_0's poisson: -93.3988 valid_0's huber: 24.449
[42] valid_0's poisson: -93.533 valid_0's huber: 24.3281
[43] valid_0's poisson: -93.6662 valid_0's huber: 24.2077
[44] valid_0's poisson: -93.7992 valid_0's huber: 24.0866
[45] valid_0's poisson: -93.9304 valid_0's huber: 23.9667
[46] valid_0's poisson: -94.0617 valid_0's huber: 23.8465
[47] valid_0's poisson: -94.1917 valid_0's huber: 23.7273
[48] valid_0's poisson: -94.3213 valid_0's huber: 23.6082
[49] valid_0's poisson: -94.4502 valid_0's huber: 23.4898
[50] valid_0's poisson: -94.5784 valid_0's huber: 23.3716
[51] valid_0's poisson: -94.7053 valid_0's huber: 23.2549
[52] valid_0's poisson: -94.8328 valid_0's huber: 23.1369
[53] valid_0's poisson: -94.9591 valid_0's huber: 23.0203
[54] valid_0's poisson: -95.0838 valid_0's huber: 22.9042
[55] valid_0's poisson: -95.2079 valid_0's huber: 22.7884
[56] valid_0's poisson: -95.3318 valid_0's huber: 22.6728
[57] valid_0's poisson: -95.4547 valid_0's huber: 22.5582
[58] valid_0's poisson: -95.5771 valid_0's huber: 22.4436
[59] valid_0's poisson: -95.6982 valid_0's huber: 22.3302
[60] valid_0's poisson: -95.8198 valid_0's huber: 22.2165
[61] valid_0's poisson: -95.94 valid_0's huber: 22.1031
[62] valid_0's poisson: -96.0601 valid_0's huber: 21.9904
[63] valid_0's poisson: -96.1801 valid_0's huber: 21.8772
[64] valid_0's poisson: -96.2994 valid_0's huber: 21.765
[65] valid_0's poisson: -96.4177 valid_0's huber: 21.6531
[66] valid_0's poisson: -96.5357 valid_0's huber: 21.5413
[67] valid_0's poisson: -96.6527 valid_0's huber: 21.43
[68] valid_0's poisson: -96.7693 valid_0's huber: 21.3192
[69] valid_0's poisson: -96.8848 valid_0's huber: 21.2089
[70] valid_0's poisson: -96.9995 valid_0's huber: 21.0991
[71] valid_0's poisson: -97.1143 valid_0's huber: 20.9893
[72] valid_0's poisson: -97.2292 valid_0's huber: 20.8793
[73] valid_0's poisson: -97.3429 valid_0's huber: 20.7701
[74] valid_0's poisson: -97.4558 valid_0's huber: 20.6619
[75] valid_0's poisson: -97.5676 valid_0's huber: 20.5537
[76] valid_0's poisson: -97.6787 valid_0's huber: 20.4461
[77] valid_0's poisson: -97.789 valid_0's huber: 20.3394
[78] valid_0's poisson: -97.8991 valid_0's huber: 20.2324
[79] valid_0's poisson: -98.0084 valid_0's huber: 20.1265
[80] valid_0's poisson: -98.1173 valid_0's huber: 20.0207
[81] valid_0's poisson: -98.2251 valid_0's huber: 19.9152
[82] valid_0's poisson: -98.3341 valid_0's huber: 19.809
[83] valid_0's poisson: -98.442 valid_0's huber: 19.7034
[84] valid_0's poisson: -98.5501 valid_0's huber: 19.5977
[85] valid_0's poisson: -98.6567 valid_0's huber: 19.4932
[86] valid_0's poisson: -98.7632 valid_0's huber: 19.389
[87] valid_0's poisson: -98.8684 valid_0's huber: 19.2857
[88] valid_0's poisson: -98.9721 valid_0's huber: 19.1825
[89] valid_0's poisson: -99.0748 valid_0's huber: 19.0804
[90] valid_0's poisson: -99.1783 valid_0's huber: 18.9784
[91] valid_0's poisson: -99.2799 valid_0's huber: 18.8769
[92] valid_0's poisson: -99.3817 valid_0's huber: 18.7761
[93] valid_0's poisson: -99.4828 valid_0's huber: 18.6759
[94] valid_0's poisson: -99.5826 valid_0's huber: 18.5762
[95] valid_0's poisson: -99.6808 valid_0's huber: 18.4773
[96] valid_0's poisson: -99.7797 valid_0's huber: 18.3789
[97] valid_0's poisson: -99.8772 valid_0's huber: 18.2814
[98] valid_0's poisson: -99.9746 valid_0's huber: 18.1842
[99] valid_0's poisson: -100.071 valid_0's huber: 18.0879
[100] valid_0's poisson: -100.167 valid_0's huber: 17.9917
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=10, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1758 valid_0's huber: 29.8099
[2] valid_0's poisson: -87.1779 valid_0's huber: 29.808
[3] valid_0's poisson: -87.18 valid_0's huber: 29.8062
[4] valid_0's poisson: -87.1821 valid_0's huber: 29.8043
[5] valid_0's poisson: -87.1842 valid_0's huber: 29.8025
[6] valid_0's poisson: -87.1863 valid_0's huber: 29.8006
[7] valid_0's poisson: -87.1884 valid_0's huber: 29.7987
[8] valid_0's poisson: -87.1905 valid_0's huber: 29.7969
[9] valid_0's poisson: -87.1926 valid_0's huber: 29.795
[10] valid_0's poisson: -87.1947 valid_0's huber: 29.7932
[11] valid_0's poisson: -87.1968 valid_0's huber: 29.7913
[12] valid_0's poisson: -87.1989 valid_0's huber: 29.7895
[13] valid_0's poisson: -87.201 valid_0's huber: 29.7876
[14] valid_0's poisson: -87.2031 valid_0's huber: 29.7858
[15] valid_0's poisson: -87.2052 valid_0's huber: 29.7839
[16] valid_0's poisson: -87.2072 valid_0's huber: 29.7821
[17] valid_0's poisson: -87.2093 valid_0's huber: 29.7802
[18] valid_0's poisson: -87.2114 valid_0's huber: 29.7783
[19] valid_0's poisson: -87.2135 valid_0's huber: 29.7765
[20] valid_0's poisson: -87.2156 valid_0's huber: 29.7746
[21] valid_0's poisson: -87.2177 valid_0's huber: 29.7728
[22] valid_0's poisson: -87.2198 valid_0's huber: 29.7709
[23] valid_0's poisson: -87.2219 valid_0's huber: 29.7691
[24] valid_0's poisson: -87.224 valid_0's huber: 29.7672
[25] valid_0's poisson: -87.2261 valid_0's huber: 29.7654
[26] valid_0's poisson: -87.2282 valid_0's huber: 29.7635
[27] valid_0's poisson: -87.2303 valid_0's huber: 29.7617
[28] valid_0's poisson: -87.2324 valid_0's huber: 29.7598
[29] valid_0's poisson: -87.2345 valid_0's huber: 29.758
[30] valid_0's poisson: -87.2366 valid_0's huber: 29.7561
[31] valid_0's poisson: -87.2387 valid_0's huber: 29.7542
[32] valid_0's poisson: -87.2407 valid_0's huber: 29.7524
[33] valid_0's poisson: -87.2428 valid_0's huber: 29.7505
[34] valid_0's poisson: -87.2449 valid_0's huber: 29.7487
[35] valid_0's poisson: -87.247 valid_0's huber: 29.7468
[36] valid_0's poisson: -87.2491 valid_0's huber: 29.745
[37] valid_0's poisson: -87.2512 valid_0's huber: 29.7431
[38] valid_0's poisson: -87.2533 valid_0's huber: 29.7413
[39] valid_0's poisson: -87.2554 valid_0's huber: 29.7394
[40] valid_0's poisson: -87.2575 valid_0's huber: 29.7376
[41] valid_0's poisson: -87.2596 valid_0's huber: 29.7357
[42] valid_0's poisson: -87.2617 valid_0's huber: 29.7339
[43] valid_0's poisson: -87.2638 valid_0's huber: 29.732
[44] valid_0's poisson: -87.2658 valid_0's huber: 29.7302
[45] valid_0's poisson: -87.2679 valid_0's huber: 29.7283
[46] valid_0's poisson: -87.27 valid_0's huber: 29.7265
[47] valid_0's poisson: -87.2721 valid_0's huber: 29.7246
[48] valid_0's poisson: -87.2742 valid_0's huber: 29.7228
[49] valid_0's poisson: -87.2763 valid_0's huber: 29.7209
[50] valid_0's poisson: -87.2784 valid_0's huber: 29.7191
[51] valid_0's poisson: -87.2805 valid_0's huber: 29.7172
[52] valid_0's poisson: -87.2826 valid_0's huber: 29.7154
[53] valid_0's poisson: -87.2846 valid_0's huber: 29.7135
[54] valid_0's poisson: -87.2867 valid_0's huber: 29.7117
[55] valid_0's poisson: -87.2888 valid_0's huber: 29.7098
[56] valid_0's poisson: -87.2909 valid_0's huber: 29.708
[57] valid_0's poisson: -87.293 valid_0's huber: 29.7061
[58] valid_0's poisson: -87.2951 valid_0's huber: 29.7042
[59] valid_0's poisson: -87.2972 valid_0's huber: 29.7024
[60] valid_0's poisson: -87.2993 valid_0's huber: 29.7005
[61] valid_0's poisson: -87.3014 valid_0's huber: 29.6987
[62] valid_0's poisson: -87.3034 valid_0's huber: 29.6968
[63] valid_0's poisson: -87.3055 valid_0's huber: 29.695
[64] valid_0's poisson: -87.3076 valid_0's huber: 29.6931
[65] valid_0's poisson: -87.3097 valid_0's huber: 29.6913
[66] valid_0's poisson: -87.3118 valid_0's huber: 29.6894
[67] valid_0's poisson: -87.3139 valid_0's huber: 29.6876
[68] valid_0's poisson: -87.316 valid_0's huber: 29.6857
[69] valid_0's poisson: -87.318 valid_0's huber: 29.6839
[70] valid_0's poisson: -87.3201 valid_0's huber: 29.682
[71] valid_0's poisson: -87.3222 valid_0's huber: 29.6802
[72] valid_0's poisson: -87.3243 valid_0's huber: 29.6783
[73] valid_0's poisson: -87.3264 valid_0's huber: 29.6765
[74] valid_0's poisson: -87.3285 valid_0's huber: 29.6747
[75] valid_0's poisson: -87.3306 valid_0's huber: 29.6728
[76] valid_0's poisson: -87.3326 valid_0's huber: 29.671
[77] valid_0's poisson: -87.3347 valid_0's huber: 29.6691
[78] valid_0's poisson: -87.3368 valid_0's huber: 29.6673
[79] valid_0's poisson: -87.3389 valid_0's huber: 29.6654
[80] valid_0's poisson: -87.341 valid_0's huber: 29.6636
[81] valid_0's poisson: -87.3431 valid_0's huber: 29.6617
[82] valid_0's poisson: -87.3451 valid_0's huber: 29.6599
[83] valid_0's poisson: -87.3472 valid_0's huber: 29.658
[84] valid_0's poisson: -87.3493 valid_0's huber: 29.6562
[85] valid_0's poisson: -87.3514 valid_0's huber: 29.6543
[86] valid_0's poisson: -87.3535 valid_0's huber: 29.6525
[87] valid_0's poisson: -87.3556 valid_0's huber: 29.6506
[88] valid_0's poisson: -87.3576 valid_0's huber: 29.6488
[89] valid_0's poisson: -87.3597 valid_0's huber: 29.6469
[90] valid_0's poisson: -87.3618 valid_0's huber: 29.6451
[91] valid_0's poisson: -87.3639 valid_0's huber: 29.6432
[92] valid_0's poisson: -87.366 valid_0's huber: 29.6414
[93] valid_0's poisson: -87.3681 valid_0's huber: 29.6395
[94] valid_0's poisson: -87.3702 valid_0's huber: 29.6377
[95] valid_0's poisson: -87.3723 valid_0's huber: 29.6359
[96] valid_0's poisson: -87.3744 valid_0's huber: 29.634
[97] valid_0's poisson: -87.3765 valid_0's huber: 29.6322
[98] valid_0's poisson: -87.3786 valid_0's huber: 29.6303
[99] valid_0's poisson: -87.3807 valid_0's huber: 29.6285
[100] valid_0's poisson: -87.3828 valid_0's huber: 29.6266
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1761 valid_0's huber: 29.8078
[2] valid_0's poisson: -87.1782 valid_0's huber: 29.8059
[3] valid_0's poisson: -87.1804 valid_0's huber: 29.8041
[4] valid_0's poisson: -87.1825 valid_0's huber: 29.8022
[5] valid_0's poisson: -87.1846 valid_0's huber: 29.8003
[6] valid_0's poisson: -87.1868 valid_0's huber: 29.7984
[7] valid_0's poisson: -87.1889 valid_0's huber: 29.7965
[8] valid_0's poisson: -87.191 valid_0's huber: 29.7947
[9] valid_0's poisson: -87.1932 valid_0's huber: 29.7928
[10] valid_0's poisson: -87.1953 valid_0's huber: 29.7909
[11] valid_0's poisson: -87.1974 valid_0's huber: 29.789
[12] valid_0's poisson: -87.1996 valid_0's huber: 29.7872
[13] valid_0's poisson: -87.2017 valid_0's huber: 29.7853
[14] valid_0's poisson: -87.2038 valid_0's huber: 29.7834
[15] valid_0's poisson: -87.206 valid_0's huber: 29.7815
[16] valid_0's poisson: -87.2081 valid_0's huber: 29.7797
[17] valid_0's poisson: -87.2102 valid_0's huber: 29.7778
[18] valid_0's poisson: -87.2124 valid_0's huber: 29.7759
[19] valid_0's poisson: -87.2145 valid_0's huber: 29.774
[20] valid_0's poisson: -87.2166 valid_0's huber: 29.7722
[21] valid_0's poisson: -87.2188 valid_0's huber: 29.7703
[22] valid_0's poisson: -87.2209 valid_0's huber: 29.7684
[23] valid_0's poisson: -87.223 valid_0's huber: 29.7665
[24] valid_0's poisson: -87.2251 valid_0's huber: 29.7647
[25] valid_0's poisson: -87.2273 valid_0's huber: 29.7628
[26] valid_0's poisson: -87.2294 valid_0's huber: 29.7609
[27] valid_0's poisson: -87.2315 valid_0's huber: 29.759
[28] valid_0's poisson: -87.2337 valid_0's huber: 29.7572
[29] valid_0's poisson: -87.2358 valid_0's huber: 29.7553
[30] valid_0's poisson: -87.2379 valid_0's huber: 29.7534
[31] valid_0's poisson: -87.2401 valid_0's huber: 29.7515
[32] valid_0's poisson: -87.2422 valid_0's huber: 29.7497
[33] valid_0's poisson: -87.2443 valid_0's huber: 29.7478
[34] valid_0's poisson: -87.2464 valid_0's huber: 29.7459
[35] valid_0's poisson: -87.2486 valid_0's huber: 29.744
[36] valid_0's poisson: -87.2507 valid_0's huber: 29.7422
[37] valid_0's poisson: -87.2528 valid_0's huber: 29.7403
[38] valid_0's poisson: -87.2549 valid_0's huber: 29.7384
[39] valid_0's poisson: -87.2571 valid_0's huber: 29.7365
[40] valid_0's poisson: -87.2592 valid_0's huber: 29.7347
[41] valid_0's poisson: -87.2613 valid_0's huber: 29.7328
[42] valid_0's poisson: -87.2635 valid_0's huber: 29.7309
[43] valid_0's poisson: -87.2656 valid_0's huber: 29.729
[44] valid_0's poisson: -87.2677 valid_0's huber: 29.7272
[45] valid_0's poisson: -87.2698 valid_0's huber: 29.7253
[46] valid_0's poisson: -87.272 valid_0's huber: 29.7234
[47] valid_0's poisson: -87.2741 valid_0's huber: 29.7215
[48] valid_0's poisson: -87.2762 valid_0's huber: 29.7197
[49] valid_0's poisson: -87.2783 valid_0's huber: 29.7178
[50] valid_0's poisson: -87.2805 valid_0's huber: 29.7159
[51] valid_0's poisson: -87.2826 valid_0's huber: 29.7141
[52] valid_0's poisson: -87.2847 valid_0's huber: 29.7122
[53] valid_0's poisson: -87.2868 valid_0's huber: 29.7103
[54] valid_0's poisson: -87.289 valid_0's huber: 29.7084
[55] valid_0's poisson: -87.2911 valid_0's huber: 29.7066
[56] valid_0's poisson: -87.2932 valid_0's huber: 29.7047
[57] valid_0's poisson: -87.2953 valid_0's huber: 29.7028
[58] valid_0's poisson: -87.2975 valid_0's huber: 29.7009
[59] valid_0's poisson: -87.2996 valid_0's huber: 29.6991
[60] valid_0's poisson: -87.3017 valid_0's huber: 29.6972
[61] valid_0's poisson: -87.3038 valid_0's huber: 29.6953
[62] valid_0's poisson: -87.306 valid_0's huber: 29.6935
[63] valid_0's poisson: -87.3081 valid_0's huber: 29.6916
[64] valid_0's poisson: -87.3102 valid_0's huber: 29.6897
[65] valid_0's poisson: -87.3123 valid_0's huber: 29.6878
[66] valid_0's poisson: -87.3144 valid_0's huber: 29.686
[67] valid_0's poisson: -87.3166 valid_0's huber: 29.6841
[68] valid_0's poisson: -87.3187 valid_0's huber: 29.6822
[69] valid_0's poisson: -87.3208 valid_0's huber: 29.6804
[70] valid_0's poisson: -87.3229 valid_0's huber: 29.6785
[71] valid_0's poisson: -87.325 valid_0's huber: 29.6766
[72] valid_0's poisson: -87.3272 valid_0's huber: 29.6747
[73] valid_0's poisson: -87.3293 valid_0's huber: 29.6729
[74] valid_0's poisson: -87.3314 valid_0's huber: 29.671
[75] valid_0's poisson: -87.3335 valid_0's huber: 29.6691
[76] valid_0's poisson: -87.3356 valid_0's huber: 29.6673
[77] valid_0's poisson: -87.3378 valid_0's huber: 29.6654
[78] valid_0's poisson: -87.3399 valid_0's huber: 29.6635
[79] valid_0's poisson: -87.342 valid_0's huber: 29.6616
[80] valid_0's poisson: -87.3441 valid_0's huber: 29.6598
[81] valid_0's poisson: -87.3462 valid_0's huber: 29.6579
[82] valid_0's poisson: -87.3484 valid_0's huber: 29.656
[83] valid_0's poisson: -87.3505 valid_0's huber: 29.6542
[84] valid_0's poisson: -87.3526 valid_0's huber: 29.6523
[85] valid_0's poisson: -87.3547 valid_0's huber: 29.6504
[86] valid_0's poisson: -87.3568 valid_0's huber: 29.6486
[87] valid_0's poisson: -87.3589 valid_0's huber: 29.6467
[88] valid_0's poisson: -87.3611 valid_0's huber: 29.6448
[89] valid_0's poisson: -87.3632 valid_0's huber: 29.643
[90] valid_0's poisson: -87.3653 valid_0's huber: 29.6411
[91] valid_0's poisson: -87.3674 valid_0's huber: 29.6392
[92] valid_0's poisson: -87.3695 valid_0's huber: 29.6374
[93] valid_0's poisson: -87.3716 valid_0's huber: 29.6355
[94] valid_0's poisson: -87.3738 valid_0's huber: 29.6336
[95] valid_0's poisson: -87.3759 valid_0's huber: 29.6317
[96] valid_0's poisson: -87.378 valid_0's huber: 29.6299
[97] valid_0's poisson: -87.3801 valid_0's huber: 29.628
[98] valid_0's poisson: -87.3822 valid_0's huber: 29.6261
[99] valid_0's poisson: -87.3843 valid_0's huber: 29.6243
[100] valid_0's poisson: -87.3864 valid_0's huber: 29.6224
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1717 valid_0's huber: 29.841
[2] valid_0's poisson: -87.1738 valid_0's huber: 29.8391
[3] valid_0's poisson: -87.1759 valid_0's huber: 29.8372
[4] valid_0's poisson: -87.178 valid_0's huber: 29.8354
[5] valid_0's poisson: -87.1801 valid_0's huber: 29.8335
[6] valid_0's poisson: -87.1823 valid_0's huber: 29.8316
[7] valid_0's poisson: -87.1844 valid_0's huber: 29.8298
[8] valid_0's poisson: -87.1865 valid_0's huber: 29.8279
[9] valid_0's poisson: -87.1886 valid_0's huber: 29.826
[10] valid_0's poisson: -87.1907 valid_0's huber: 29.8242
[11] valid_0's poisson: -87.1928 valid_0's huber: 29.8223
[12] valid_0's poisson: -87.1949 valid_0's huber: 29.8204
[13] valid_0's poisson: -87.197 valid_0's huber: 29.8186
[14] valid_0's poisson: -87.1991 valid_0's huber: 29.8167
[15] valid_0's poisson: -87.2013 valid_0's huber: 29.8148
[16] valid_0's poisson: -87.2034 valid_0's huber: 29.813
[17] valid_0's poisson: -87.2055 valid_0's huber: 29.8111
[18] valid_0's poisson: -87.2076 valid_0's huber: 29.8092
[19] valid_0's poisson: -87.2097 valid_0's huber: 29.8074
[20] valid_0's poisson: -87.2118 valid_0's huber: 29.8055
[21] valid_0's poisson: -87.2139 valid_0's huber: 29.8036
[22] valid_0's poisson: -87.216 valid_0's huber: 29.8017
[23] valid_0's poisson: -87.2181 valid_0's huber: 29.7999
[24] valid_0's poisson: -87.2202 valid_0's huber: 29.798
[25] valid_0's poisson: -87.2224 valid_0's huber: 29.7961
[26] valid_0's poisson: -87.2245 valid_0's huber: 29.7943
[27] valid_0's poisson: -87.2266 valid_0's huber: 29.7924
[28] valid_0's poisson: -87.2287 valid_0's huber: 29.7905
[29] valid_0's poisson: -87.2308 valid_0's huber: 29.7887
[30] valid_0's poisson: -87.2329 valid_0's huber: 29.7868
[31] valid_0's poisson: -87.235 valid_0's huber: 29.7849
[32] valid_0's poisson: -87.2371 valid_0's huber: 29.7831
[33] valid_0's poisson: -87.2392 valid_0's huber: 29.7812
[34] valid_0's poisson: -87.2413 valid_0's huber: 29.7793
[35] valid_0's poisson: -87.2434 valid_0's huber: 29.7775
[36] valid_0's poisson: -87.2455 valid_0's huber: 29.7756
[37] valid_0's poisson: -87.2476 valid_0's huber: 29.7737
[38] valid_0's poisson: -87.2498 valid_0's huber: 29.7719
[39] valid_0's poisson: -87.2519 valid_0's huber: 29.77
[40] valid_0's poisson: -87.254 valid_0's huber: 29.7681
[41] valid_0's poisson: -87.2561 valid_0's huber: 29.7663
[42] valid_0's poisson: -87.2582 valid_0's huber: 29.7644
[43] valid_0's poisson: -87.2603 valid_0's huber: 29.7625
[44] valid_0's poisson: -87.2624 valid_0's huber: 29.7607
[45] valid_0's poisson: -87.2645 valid_0's huber: 29.7588
[46] valid_0's poisson: -87.2666 valid_0's huber: 29.7569
[47] valid_0's poisson: -87.2687 valid_0's huber: 29.7551
[48] valid_0's poisson: -87.2708 valid_0's huber: 29.7532
[49] valid_0's poisson: -87.2729 valid_0's huber: 29.7513
[50] valid_0's poisson: -87.275 valid_0's huber: 29.7495
[51] valid_0's poisson: -87.2771 valid_0's huber: 29.7476
[52] valid_0's poisson: -87.2792 valid_0's huber: 29.7457
[53] valid_0's poisson: -87.2813 valid_0's huber: 29.7439
[54] valid_0's poisson: -87.2834 valid_0's huber: 29.742
[55] valid_0's poisson: -87.2855 valid_0's huber: 29.7402
[56] valid_0's poisson: -87.2876 valid_0's huber: 29.7383
[57] valid_0's poisson: -87.2897 valid_0's huber: 29.7364
[58] valid_0's poisson: -87.2918 valid_0's huber: 29.7346
[59] valid_0's poisson: -87.2939 valid_0's huber: 29.7327
[60] valid_0's poisson: -87.2961 valid_0's huber: 29.7308
[61] valid_0's poisson: -87.2982 valid_0's huber: 29.729
[62] valid_0's poisson: -87.3003 valid_0's huber: 29.7271
[63] valid_0's poisson: -87.3024 valid_0's huber: 29.7252
[64] valid_0's poisson: -87.3045 valid_0's huber: 29.7234
[65] valid_0's poisson: -87.3066 valid_0's huber: 29.7215
[66] valid_0's poisson: -87.3087 valid_0's huber: 29.7196
[67] valid_0's poisson: -87.3108 valid_0's huber: 29.7178
[68] valid_0's poisson: -87.3129 valid_0's huber: 29.7159
[69] valid_0's poisson: -87.315 valid_0's huber: 29.7141
[70] valid_0's poisson: -87.3171 valid_0's huber: 29.7122
[71] valid_0's poisson: -87.3192 valid_0's huber: 29.7103
[72] valid_0's poisson: -87.3213 valid_0's huber: 29.7085
[73] valid_0's poisson: -87.3234 valid_0's huber: 29.7066
[74] valid_0's poisson: -87.3255 valid_0's huber: 29.7047
[75] valid_0's poisson: -87.3276 valid_0's huber: 29.7029
[76] valid_0's poisson: -87.3297 valid_0's huber: 29.701
[77] valid_0's poisson: -87.3318 valid_0's huber: 29.6991
[78] valid_0's poisson: -87.3339 valid_0's huber: 29.6973
[79] valid_0's poisson: -87.336 valid_0's huber: 29.6954
[80] valid_0's poisson: -87.3381 valid_0's huber: 29.6936
[81] valid_0's poisson: -87.3402 valid_0's huber: 29.6917
[82] valid_0's poisson: -87.3422 valid_0's huber: 29.6898
[83] valid_0's poisson: -87.3443 valid_0's huber: 29.688
[84] valid_0's poisson: -87.3464 valid_0's huber: 29.6861
[85] valid_0's poisson: -87.3485 valid_0's huber: 29.6843
[86] valid_0's poisson: -87.3506 valid_0's huber: 29.6824
[87] valid_0's poisson: -87.3527 valid_0's huber: 29.6805
[88] valid_0's poisson: -87.3548 valid_0's huber: 29.6787
[89] valid_0's poisson: -87.3569 valid_0's huber: 29.6768
[90] valid_0's poisson: -87.359 valid_0's huber: 29.6749
[91] valid_0's poisson: -87.3611 valid_0's huber: 29.6731
[92] valid_0's poisson: -87.3632 valid_0's huber: 29.6712
[93] valid_0's poisson: -87.3653 valid_0's huber: 29.6694
[94] valid_0's poisson: -87.3674 valid_0's huber: 29.6675
[95] valid_0's poisson: -87.3695 valid_0's huber: 29.6656
[96] valid_0's poisson: -87.3716 valid_0's huber: 29.6638
[97] valid_0's poisson: -87.3737 valid_0's huber: 29.6619
[98] valid_0's poisson: -87.3758 valid_0's huber: 29.6601
[99] valid_0's poisson: -87.3779 valid_0's huber: 29.6582
[100] valid_0's poisson: -87.38 valid_0's huber: 29.6563
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1781 valid_0's huber: 29.7917
[2] valid_0's poisson: -87.1802 valid_0's huber: 29.7899
[3] valid_0's poisson: -87.1823 valid_0's huber: 29.788
[4] valid_0's poisson: -87.1844 valid_0's huber: 29.7862
[5] valid_0's poisson: -87.1865 valid_0's huber: 29.7843
[6] valid_0's poisson: -87.1887 valid_0's huber: 29.7824
[7] valid_0's poisson: -87.1908 valid_0's huber: 29.7806
[8] valid_0's poisson: -87.1929 valid_0's huber: 29.7787
[9] valid_0's poisson: -87.195 valid_0's huber: 29.7769
[10] valid_0's poisson: -87.1971 valid_0's huber: 29.775
[11] valid_0's poisson: -87.1992 valid_0's huber: 29.7732
[12] valid_0's poisson: -87.2013 valid_0's huber: 29.7713
[13] valid_0's poisson: -87.2034 valid_0's huber: 29.7694
[14] valid_0's poisson: -87.2055 valid_0's huber: 29.7676
[15] valid_0's poisson: -87.2076 valid_0's huber: 29.7657
[16] valid_0's poisson: -87.2097 valid_0's huber: 29.7639
[17] valid_0's poisson: -87.2118 valid_0's huber: 29.762
[18] valid_0's poisson: -87.2139 valid_0's huber: 29.7602
[19] valid_0's poisson: -87.216 valid_0's huber: 29.7583
[20] valid_0's poisson: -87.2181 valid_0's huber: 29.7565
[21] valid_0's poisson: -87.2202 valid_0's huber: 29.7546
[22] valid_0's poisson: -87.2223 valid_0's huber: 29.7527
[23] valid_0's poisson: -87.2244 valid_0's huber: 29.7509
[24] valid_0's poisson: -87.2265 valid_0's huber: 29.749
[25] valid_0's poisson: -87.2286 valid_0's huber: 29.7472
[26] valid_0's poisson: -87.2307 valid_0's huber: 29.7453
[27] valid_0's poisson: -87.2328 valid_0's huber: 29.7435
[28] valid_0's poisson: -87.2349 valid_0's huber: 29.7416
[29] valid_0's poisson: -87.237 valid_0's huber: 29.7397
[30] valid_0's poisson: -87.2391 valid_0's huber: 29.7379
[31] valid_0's poisson: -87.2412 valid_0's huber: 29.736
[32] valid_0's poisson: -87.2433 valid_0's huber: 29.7342
[33] valid_0's poisson: -87.2454 valid_0's huber: 29.7323
[34] valid_0's poisson: -87.2476 valid_0's huber: 29.7305
[35] valid_0's poisson: -87.2497 valid_0's huber: 29.7286
[36] valid_0's poisson: -87.2518 valid_0's huber: 29.7268
[37] valid_0's poisson: -87.2539 valid_0's huber: 29.7249
[38] valid_0's poisson: -87.256 valid_0's huber: 29.7231
[39] valid_0's poisson: -87.2581 valid_0's huber: 29.7212
[40] valid_0's poisson: -87.2602 valid_0's huber: 29.7193
[41] valid_0's poisson: -87.2623 valid_0's huber: 29.7175
[42] valid_0's poisson: -87.2644 valid_0's huber: 29.7156
[43] valid_0's poisson: -87.2665 valid_0's huber: 29.7138
[44] valid_0's poisson: -87.2686 valid_0's huber: 29.7119
[45] valid_0's poisson: -87.2706 valid_0's huber: 29.7101
[46] valid_0's poisson: -87.2727 valid_0's huber: 29.7082
[47] valid_0's poisson: -87.2748 valid_0's huber: 29.7064
[48] valid_0's poisson: -87.2769 valid_0's huber: 29.7045
[49] valid_0's poisson: -87.279 valid_0's huber: 29.7027
[50] valid_0's poisson: -87.2811 valid_0's huber: 29.7008
[51] valid_0's poisson: -87.2832 valid_0's huber: 29.699
[52] valid_0's poisson: -87.2853 valid_0's huber: 29.6971
[53] valid_0's poisson: -87.2874 valid_0's huber: 29.6952
[54] valid_0's poisson: -87.2895 valid_0's huber: 29.6934
[55] valid_0's poisson: -87.2916 valid_0's huber: 29.6915
[56] valid_0's poisson: -87.2937 valid_0's huber: 29.6897
[57] valid_0's poisson: -87.2958 valid_0's huber: 29.6878
[58] valid_0's poisson: -87.2979 valid_0's huber: 29.686
[59] valid_0's poisson: -87.3 valid_0's huber: 29.6841
[60] valid_0's poisson: -87.3021 valid_0's huber: 29.6823
[61] valid_0's poisson: -87.3042 valid_0's huber: 29.6804
[62] valid_0's poisson: -87.3063 valid_0's huber: 29.6786
[63] valid_0's poisson: -87.3084 valid_0's huber: 29.6767
[64] valid_0's poisson: -87.3105 valid_0's huber: 29.6749
[65] valid_0's poisson: -87.3126 valid_0's huber: 29.673
[66] valid_0's poisson: -87.3147 valid_0's huber: 29.6712
[67] valid_0's poisson: -87.3168 valid_0's huber: 29.6693
[68] valid_0's poisson: -87.3189 valid_0's huber: 29.6675
[69] valid_0's poisson: -87.321 valid_0's huber: 29.6656
[70] valid_0's poisson: -87.3231 valid_0's huber: 29.6638
[71] valid_0's poisson: -87.3252 valid_0's huber: 29.6619
[72] valid_0's poisson: -87.3273 valid_0's huber: 29.6601
[73] valid_0's poisson: -87.3293 valid_0's huber: 29.6582
[74] valid_0's poisson: -87.3314 valid_0's huber: 29.6563
[75] valid_0's poisson: -87.3335 valid_0's huber: 29.6545
[76] valid_0's poisson: -87.3356 valid_0's huber: 29.6526
[77] valid_0's poisson: -87.3377 valid_0's huber: 29.6508
[78] valid_0's poisson: -87.3398 valid_0's huber: 29.6489
[79] valid_0's poisson: -87.3419 valid_0's huber: 29.6471
[80] valid_0's poisson: -87.344 valid_0's huber: 29.6452
[81] valid_0's poisson: -87.3461 valid_0's huber: 29.6434
[82] valid_0's poisson: -87.3482 valid_0's huber: 29.6415
[83] valid_0's poisson: -87.3503 valid_0's huber: 29.6397
[84] valid_0's poisson: -87.3524 valid_0's huber: 29.6378
[85] valid_0's poisson: -87.3545 valid_0's huber: 29.636
[86] valid_0's poisson: -87.3566 valid_0's huber: 29.6341
[87] valid_0's poisson: -87.3586 valid_0's huber: 29.6323
[88] valid_0's poisson: -87.3607 valid_0's huber: 29.6304
[89] valid_0's poisson: -87.3628 valid_0's huber: 29.6286
[90] valid_0's poisson: -87.3649 valid_0's huber: 29.6267
[91] valid_0's poisson: -87.367 valid_0's huber: 29.6249
[92] valid_0's poisson: -87.3691 valid_0's huber: 29.623
[93] valid_0's poisson: -87.3712 valid_0's huber: 29.6212
[94] valid_0's poisson: -87.3733 valid_0's huber: 29.6193
[95] valid_0's poisson: -87.3754 valid_0's huber: 29.6175
[96] valid_0's poisson: -87.3775 valid_0's huber: 29.6156
[97] valid_0's poisson: -87.3795 valid_0's huber: 29.6138
[98] valid_0's poisson: -87.3816 valid_0's huber: 29.6119
[99] valid_0's poisson: -87.3837 valid_0's huber: 29.6101
[100] valid_0's poisson: -87.3858 valid_0's huber: 29.6082
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1658 valid_0's huber: 29.8834
[2] valid_0's poisson: -87.1679 valid_0's huber: 29.8815
[3] valid_0's poisson: -87.17 valid_0's huber: 29.8797
[4] valid_0's poisson: -87.1721 valid_0's huber: 29.8778
[5] valid_0's poisson: -87.1743 valid_0's huber: 29.8759
[6] valid_0's poisson: -87.1764 valid_0's huber: 29.8741
[7] valid_0's poisson: -87.1785 valid_0's huber: 29.8722
[8] valid_0's poisson: -87.1807 valid_0's huber: 29.8704
[9] valid_0's poisson: -87.1828 valid_0's huber: 29.8685
[10] valid_0's poisson: -87.1849 valid_0's huber: 29.8666
[11] valid_0's poisson: -87.187 valid_0's huber: 29.8648
[12] valid_0's poisson: -87.1892 valid_0's huber: 29.8629
[13] valid_0's poisson: -87.1913 valid_0's huber: 29.8611
[14] valid_0's poisson: -87.1934 valid_0's huber: 29.8592
[15] valid_0's poisson: -87.1955 valid_0's huber: 29.8573
[16] valid_0's poisson: -87.1977 valid_0's huber: 29.8555
[17] valid_0's poisson: -87.1998 valid_0's huber: 29.8536
[18] valid_0's poisson: -87.2019 valid_0's huber: 29.8518
[19] valid_0's poisson: -87.204 valid_0's huber: 29.8499
[20] valid_0's poisson: -87.2062 valid_0's huber: 29.848
[21] valid_0's poisson: -87.2083 valid_0's huber: 29.8462
[22] valid_0's poisson: -87.2104 valid_0's huber: 29.8443
[23] valid_0's poisson: -87.2125 valid_0's huber: 29.8425
[24] valid_0's poisson: -87.2147 valid_0's huber: 29.8406
[25] valid_0's poisson: -87.2168 valid_0's huber: 29.8387
[26] valid_0's poisson: -87.2189 valid_0's huber: 29.8369
[27] valid_0's poisson: -87.221 valid_0's huber: 29.835
[28] valid_0's poisson: -87.2232 valid_0's huber: 29.8332
[29] valid_0's poisson: -87.2253 valid_0's huber: 29.8313
[30] valid_0's poisson: -87.2274 valid_0's huber: 29.8295
[31] valid_0's poisson: -87.2295 valid_0's huber: 29.8276
[32] valid_0's poisson: -87.2317 valid_0's huber: 29.8257
[33] valid_0's poisson: -87.2338 valid_0's huber: 29.8239
[34] valid_0's poisson: -87.2359 valid_0's huber: 29.822
[35] valid_0's poisson: -87.238 valid_0's huber: 29.8202
[36] valid_0's poisson: -87.2402 valid_0's huber: 29.8183
[37] valid_0's poisson: -87.2423 valid_0's huber: 29.8164
[38] valid_0's poisson: -87.2444 valid_0's huber: 29.8146
[39] valid_0's poisson: -87.2465 valid_0's huber: 29.8127
[40] valid_0's poisson: -87.2486 valid_0's huber: 29.8109
[41] valid_0's poisson: -87.2508 valid_0's huber: 29.809
[42] valid_0's poisson: -87.2529 valid_0's huber: 29.8072
[43] valid_0's poisson: -87.255 valid_0's huber: 29.8053
[44] valid_0's poisson: -87.2571 valid_0's huber: 29.8034
[45] valid_0's poisson: -87.2592 valid_0's huber: 29.8016
[46] valid_0's poisson: -87.2614 valid_0's huber: 29.7997
[47] valid_0's poisson: -87.2635 valid_0's huber: 29.7979
[48] valid_0's poisson: -87.2656 valid_0's huber: 29.796
[49] valid_0's poisson: -87.2677 valid_0's huber: 29.7942
[50] valid_0's poisson: -87.2698 valid_0's huber: 29.7923
[51] valid_0's poisson: -87.272 valid_0's huber: 29.7905
[52] valid_0's poisson: -87.2741 valid_0's huber: 29.7886
[53] valid_0's poisson: -87.2762 valid_0's huber: 29.7867
[54] valid_0's poisson: -87.2783 valid_0's huber: 29.7849
[55] valid_0's poisson: -87.2804 valid_0's huber: 29.783
[56] valid_0's poisson: -87.2826 valid_0's huber: 29.7812
[57] valid_0's poisson: -87.2847 valid_0's huber: 29.7793
[58] valid_0's poisson: -87.2868 valid_0's huber: 29.7775
[59] valid_0's poisson: -87.2889 valid_0's huber: 29.7756
[60] valid_0's poisson: -87.291 valid_0's huber: 29.7737
[61] valid_0's poisson: -87.2931 valid_0's huber: 29.7719
[62] valid_0's poisson: -87.2953 valid_0's huber: 29.77
[63] valid_0's poisson: -87.2974 valid_0's huber: 29.7682
[64] valid_0's poisson: -87.2995 valid_0's huber: 29.7663
[65] valid_0's poisson: -87.3016 valid_0's huber: 29.7645
[66] valid_0's poisson: -87.3037 valid_0's huber: 29.7626
[67] valid_0's poisson: -87.3059 valid_0's huber: 29.7608
[68] valid_0's poisson: -87.308 valid_0's huber: 29.7589
[69] valid_0's poisson: -87.3101 valid_0's huber: 29.7571
[70] valid_0's poisson: -87.3122 valid_0's huber: 29.7552
[71] valid_0's poisson: -87.3143 valid_0's huber: 29.7533
[72] valid_0's poisson: -87.3164 valid_0's huber: 29.7515
[73] valid_0's poisson: -87.3185 valid_0's huber: 29.7496
[74] valid_0's poisson: -87.3207 valid_0's huber: 29.7478
[75] valid_0's poisson: -87.3228 valid_0's huber: 29.7459
[76] valid_0's poisson: -87.3249 valid_0's huber: 29.7441
[77] valid_0's poisson: -87.327 valid_0's huber: 29.7422
[78] valid_0's poisson: -87.3291 valid_0's huber: 29.7404
[79] valid_0's poisson: -87.3312 valid_0's huber: 29.7385
[80] valid_0's poisson: -87.3333 valid_0's huber: 29.7367
[81] valid_0's poisson: -87.3355 valid_0's huber: 29.7348
[82] valid_0's poisson: -87.3376 valid_0's huber: 29.733
[83] valid_0's poisson: -87.3397 valid_0's huber: 29.7311
[84] valid_0's poisson: -87.3418 valid_0's huber: 29.7292
[85] valid_0's poisson: -87.3439 valid_0's huber: 29.7274
[86] valid_0's poisson: -87.346 valid_0's huber: 29.7255
[87] valid_0's poisson: -87.3481 valid_0's huber: 29.7237
[88] valid_0's poisson: -87.3502 valid_0's huber: 29.7218
[89] valid_0's poisson: -87.3523 valid_0's huber: 29.72
[90] valid_0's poisson: -87.3544 valid_0's huber: 29.7181
[91] valid_0's poisson: -87.3565 valid_0's huber: 29.7163
[92] valid_0's poisson: -87.3586 valid_0's huber: 29.7144
[93] valid_0's poisson: -87.3607 valid_0's huber: 29.7126
[94] valid_0's poisson: -87.3628 valid_0's huber: 29.7107
[95] valid_0's poisson: -87.3649 valid_0's huber: 29.7089
[96] valid_0's poisson: -87.367 valid_0's huber: 29.707
[97] valid_0's poisson: -87.3691 valid_0's huber: 29.7051
[98] valid_0's poisson: -87.3712 valid_0's huber: 29.7033
[99] valid_0's poisson: -87.3733 valid_0's huber: 29.7014
[100] valid_0's poisson: -87.3754 valid_0's huber: 29.6996
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3409 valid_0's huber: 29.6737
[2] valid_0's poisson: -87.5072 valid_0's huber: 29.536
[3] valid_0's poisson: -87.673 valid_0's huber: 29.399
[4] valid_0's poisson: -87.8379 valid_0's huber: 29.2624
[5] valid_0's poisson: -88.0017 valid_0's huber: 29.1262
[6] valid_0's poisson: -88.1646 valid_0's huber: 28.9905
[7] valid_0's poisson: -88.3265 valid_0's huber: 28.8554
[8] valid_0's poisson: -88.4875 valid_0's huber: 28.7209
[9] valid_0's poisson: -88.6468 valid_0's huber: 28.5877
[10] valid_0's poisson: -88.8051 valid_0's huber: 28.455
[11] valid_0's poisson: -88.9628 valid_0's huber: 28.3225
[12] valid_0's poisson: -89.1195 valid_0's huber: 28.1905
[13] valid_0's poisson: -89.2753 valid_0's huber: 28.059
[14] valid_0's poisson: -89.4301 valid_0's huber: 27.928
[15] valid_0's poisson: -89.5841 valid_0's huber: 27.7973
[16] valid_0's poisson: -89.7372 valid_0's huber: 27.6672
[17] valid_0's poisson: -89.8894 valid_0's huber: 27.5373
[18] valid_0's poisson: -90.0406 valid_0's huber: 27.4081
[19] valid_0's poisson: -90.1911 valid_0's huber: 27.2791
[20] valid_0's poisson: -90.3406 valid_0's huber: 27.1506
[21] valid_0's poisson: -90.489 valid_0's huber: 27.0229
[22] valid_0's poisson: -90.6369 valid_0's huber: 26.8949
[23] valid_0's poisson: -90.7839 valid_0's huber: 26.7674
[24] valid_0's poisson: -90.9304 valid_0's huber: 26.6398
[25] valid_0's poisson: -91.0753 valid_0's huber: 26.5136
[26] valid_0's poisson: -91.2198 valid_0's huber: 26.3876
[27] valid_0's poisson: -91.3631 valid_0's huber: 26.2617
[28] valid_0's poisson: -91.5056 valid_0's huber: 26.1367
[29] valid_0's poisson: -91.6481 valid_0's huber: 26.0119
[30] valid_0's poisson: -91.7894 valid_0's huber: 25.8874
[31] valid_0's poisson: -91.9298 valid_0's huber: 25.7641
[32] valid_0's poisson: -92.0712 valid_0's huber: 25.6396
[33] valid_0's poisson: -92.2113 valid_0's huber: 25.5153
[34] valid_0's poisson: -92.3509 valid_0's huber: 25.3912
[35] valid_0's poisson: -92.4895 valid_0's huber: 25.2677
[36] valid_0's poisson: -92.6274 valid_0's huber: 25.1449
[37] valid_0's poisson: -92.7641 valid_0's huber: 25.0229
[38] valid_0's poisson: -92.8999 valid_0's huber: 24.9017
[39] valid_0's poisson: -93.0343 valid_0's huber: 24.7822
[40] valid_0's poisson: -93.1684 valid_0's huber: 24.662
[41] valid_0's poisson: -93.3018 valid_0's huber: 24.5422
[42] valid_0's poisson: -93.4336 valid_0's huber: 24.4246
[43] valid_0's poisson: -93.5667 valid_0's huber: 24.3047
[44] valid_0's poisson: -93.6977 valid_0's huber: 24.1862
[45] valid_0's poisson: -93.8271 valid_0's huber: 24.0701
[46] valid_0's poisson: -93.9577 valid_0's huber: 23.9518
[47] valid_0's poisson: -94.0855 valid_0's huber: 23.8366
[48] valid_0's poisson: -94.2149 valid_0's huber: 23.7187
[49] valid_0's poisson: -94.3416 valid_0's huber: 23.6037
[50] valid_0's poisson: -94.4693 valid_0's huber: 23.4869
[51] valid_0's poisson: -94.5954 valid_0's huber: 23.3708
[52] valid_0's poisson: -94.7214 valid_0's huber: 23.255
[53] valid_0's poisson: -94.8466 valid_0's huber: 23.1406
[54] valid_0's poisson: -94.9704 valid_0's huber: 23.0263
[55] valid_0's poisson: -95.0955 valid_0's huber: 22.9113
[56] valid_0's poisson: -95.2184 valid_0's huber: 22.798
[57] valid_0's poisson: -95.3423 valid_0's huber: 22.6828
[58] valid_0's poisson: -95.4657 valid_0's huber: 22.5683
[59] valid_0's poisson: -95.588 valid_0's huber: 22.4541
[60] valid_0's poisson: -95.7084 valid_0's huber: 22.3426
[61] valid_0's poisson: -95.8296 valid_0's huber: 22.2295
[62] valid_0's poisson: -95.949 valid_0's huber: 22.1185
[63] valid_0's poisson: -96.0688 valid_0's huber: 22.0061
[64] valid_0's poisson: -96.1864 valid_0's huber: 21.8961
[65] valid_0's poisson: -96.3047 valid_0's huber: 21.7849
[66] valid_0's poisson: -96.4192 valid_0's huber: 21.6754
[67] valid_0's poisson: -96.5351 valid_0's huber: 21.5663
[68] valid_0's poisson: -96.6483 valid_0's huber: 21.4575
[69] valid_0's poisson: -96.7627 valid_0's huber: 21.3492
[70] valid_0's poisson: -96.878 valid_0's huber: 21.2395
[71] valid_0's poisson: -96.991 valid_0's huber: 21.1322
[72] valid_0's poisson: -97.1016 valid_0's huber: 21.0253
[73] valid_0's poisson: -97.2147 valid_0's huber: 20.9171
[74] valid_0's poisson: -97.327 valid_0's huber: 20.8096
[75] valid_0's poisson: -97.4357 valid_0's huber: 20.7039
[76] valid_0's poisson: -97.5455 valid_0's huber: 20.5986
[77] valid_0's poisson: -97.6529 valid_0's huber: 20.4938
[78] valid_0's poisson: -97.7611 valid_0's huber: 20.3896
[79] valid_0's poisson: -97.8672 valid_0's huber: 20.2859
[80] valid_0's poisson: -97.9755 valid_0's huber: 20.1817
[81] valid_0's poisson: -98.0804 valid_0's huber: 20.0791
[82] valid_0's poisson: -98.1862 valid_0's huber: 19.9763
[83] valid_0's poisson: -98.2912 valid_0's huber: 19.8742
[84] valid_0's poisson: -98.3949 valid_0's huber: 19.7731
[85] valid_0's poisson: -98.4983 valid_0's huber: 19.6723
[86] valid_0's poisson: -98.6006 valid_0's huber: 19.5724
[87] valid_0's poisson: -98.7026 valid_0's huber: 19.4725
[88] valid_0's poisson: -98.8027 valid_0's huber: 19.3734
[89] valid_0's poisson: -98.9034 valid_0's huber: 19.2749
[90] valid_0's poisson: -99.0037 valid_0's huber: 19.1768
[91] valid_0's poisson: -99.1017 valid_0's huber: 19.0793
[92] valid_0's poisson: -99.2018 valid_0's huber: 18.9808
[93] valid_0's poisson: -99.2995 valid_0's huber: 18.8846
[94] valid_0's poisson: -99.3967 valid_0's huber: 18.788
[95] valid_0's poisson: -99.4928 valid_0's huber: 18.6933
[96] valid_0's poisson: -99.588 valid_0's huber: 18.5986
[97] valid_0's poisson: -99.6837 valid_0's huber: 18.5038
[98] valid_0's poisson: -99.7777 valid_0's huber: 18.4095
[99] valid_0's poisson: -99.8719 valid_0's huber: 18.3156
[100] valid_0's poisson: -99.9653 valid_0's huber: 18.2223
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.339 valid_0's huber: 29.6746
[2] valid_0's poisson: -87.5033 valid_0's huber: 29.5391
[3] valid_0's poisson: -87.6664 valid_0's huber: 29.4049
[4] valid_0's poisson: -87.8284 valid_0's huber: 29.2711
[5] valid_0's poisson: -87.9897 valid_0's huber: 29.1369
[6] valid_0's poisson: -88.1498 valid_0's huber: 29.004
[7] valid_0's poisson: -88.3091 valid_0's huber: 28.8706
[8] valid_0's poisson: -88.4679 valid_0's huber: 28.7381
[9] valid_0's poisson: -88.6259 valid_0's huber: 28.6051
[10] valid_0's poisson: -88.7858 valid_0's huber: 28.4698
[11] valid_0's poisson: -88.9447 valid_0's huber: 28.3349
[12] valid_0's poisson: -89.1025 valid_0's huber: 28.2006
[13] valid_0's poisson: -89.2604 valid_0's huber: 28.0666
[14] valid_0's poisson: -89.4174 valid_0's huber: 27.9329
[15] valid_0's poisson: -89.5735 valid_0's huber: 27.7997
[16] valid_0's poisson: -89.7292 valid_0's huber: 27.6663
[17] valid_0's poisson: -89.8843 valid_0's huber: 27.5332
[18] valid_0's poisson: -90.0379 valid_0's huber: 27.4011
[19] valid_0's poisson: -90.1908 valid_0's huber: 27.2691
[20] valid_0's poisson: -90.3425 valid_0's huber: 27.1378
[21] valid_0's poisson: -90.4937 valid_0's huber: 27.0065
[22] valid_0's poisson: -90.6441 valid_0's huber: 26.8756
[23] valid_0's poisson: -90.793 valid_0's huber: 26.7457
[24] valid_0's poisson: -90.9413 valid_0's huber: 26.6161
[25] valid_0's poisson: -91.0887 valid_0's huber: 26.4872
[26] valid_0's poisson: -91.2345 valid_0's huber: 26.3599
[27] valid_0's poisson: -91.3799 valid_0's huber: 26.2329
[28] valid_0's poisson: -91.5239 valid_0's huber: 26.1065
[29] valid_0's poisson: -91.6677 valid_0's huber: 25.98
[30] valid_0's poisson: -91.8113 valid_0's huber: 25.8534
[31] valid_0's poisson: -91.9535 valid_0's huber: 25.7276
[32] valid_0's poisson: -92.0943 valid_0's huber: 25.6027
[33] valid_0's poisson: -92.2351 valid_0's huber: 25.4779
[34] valid_0's poisson: -92.3745 valid_0's huber: 25.354
[35] valid_0's poisson: -92.5142 valid_0's huber: 25.2299
[36] valid_0's poisson: -92.6527 valid_0's huber: 25.1065
[37] valid_0's poisson: -92.7898 valid_0's huber: 24.984
[38] valid_0's poisson: -92.9263 valid_0's huber: 24.8614
[39] valid_0's poisson: -93.0614 valid_0's huber: 24.74
[40] valid_0's poisson: -93.1964 valid_0's huber: 24.6184
[41] valid_0's poisson: -93.3311 valid_0's huber: 24.4975
[42] valid_0's poisson: -93.4643 valid_0's huber: 24.3771
[43] valid_0's poisson: -93.5971 valid_0's huber: 24.257
[44] valid_0's poisson: -93.7293 valid_0's huber: 24.1377
[45] valid_0's poisson: -93.8597 valid_0's huber: 24.0192
[46] valid_0's poisson: -93.9901 valid_0's huber: 23.9003
[47] valid_0's poisson: -94.1188 valid_0's huber: 23.7828
[48] valid_0's poisson: -94.2476 valid_0's huber: 23.6653
[49] valid_0's poisson: -94.3751 valid_0's huber: 23.5484
[50] valid_0's poisson: -94.5024 valid_0's huber: 23.4319
[51] valid_0's poisson: -94.6287 valid_0's huber: 23.3158
[52] valid_0's poisson: -94.7548 valid_0's huber: 23.2001
[53] valid_0's poisson: -94.8794 valid_0's huber: 23.0853
[54] valid_0's poisson: -95.0043 valid_0's huber: 22.9699
[55] valid_0's poisson: -95.1288 valid_0's huber: 22.8548
[56] valid_0's poisson: -95.2525 valid_0's huber: 22.7405
[57] valid_0's poisson: -95.3753 valid_0's huber: 22.6269
[58] valid_0's poisson: -95.4982 valid_0's huber: 22.5137
[59] valid_0's poisson: -95.6201 valid_0's huber: 22.4015
[60] valid_0's poisson: -95.7413 valid_0's huber: 22.2897
[61] valid_0's poisson: -95.8593 valid_0's huber: 22.1786
[62] valid_0's poisson: -95.979 valid_0's huber: 22.0662
[63] valid_0's poisson: -96.0956 valid_0's huber: 21.9563
[64] valid_0's poisson: -96.2116 valid_0's huber: 21.8471
[65] valid_0's poisson: -96.3265 valid_0's huber: 21.738
[66] valid_0's poisson: -96.4428 valid_0's huber: 21.6291
[67] valid_0's poisson: -96.5572 valid_0's huber: 21.5208
[68] valid_0's poisson: -96.6699 valid_0's huber: 21.4135
[69] valid_0's poisson: -96.7852 valid_0's huber: 21.3055
[70] valid_0's poisson: -96.8972 valid_0's huber: 21.1982
[71] valid_0's poisson: -97.0087 valid_0's huber: 21.0915
[72] valid_0's poisson: -97.1193 valid_0's huber: 20.9861
[73] valid_0's poisson: -97.2296 valid_0's huber: 20.8802
[74] valid_0's poisson: -97.3409 valid_0's huber: 20.7746
[75] valid_0's poisson: -97.4501 valid_0's huber: 20.669
[76] valid_0's poisson: -97.5584 valid_0's huber: 20.5639
[77] valid_0's poisson: -97.6659 valid_0's huber: 20.4593
[78] valid_0's poisson: -97.773 valid_0's huber: 20.3552
[79] valid_0's poisson: -97.8788 valid_0's huber: 20.252
[80] valid_0's poisson: -97.9861 valid_0's huber: 20.1485
[81] valid_0's poisson: -98.091 valid_0's huber: 20.046
[82] valid_0's poisson: -98.1952 valid_0's huber: 19.9443
[83] valid_0's poisson: -98.2986 valid_0's huber: 19.8425
[84] valid_0's poisson: -98.4035 valid_0's huber: 19.7406
[85] valid_0's poisson: -98.5057 valid_0's huber: 19.6406
[86] valid_0's poisson: -98.6068 valid_0's huber: 19.5406
[87] valid_0's poisson: -98.7091 valid_0's huber: 19.4405
[88] valid_0's poisson: -98.81 valid_0's huber: 19.3409
[89] valid_0's poisson: -98.9108 valid_0's huber: 19.2419
[90] valid_0's poisson: -99.0109 valid_0's huber: 19.1434
[91] valid_0's poisson: -99.1088 valid_0's huber: 19.046
[92] valid_0's poisson: -99.2055 valid_0's huber: 18.9491
[93] valid_0's poisson: -99.3027 valid_0's huber: 18.852
[94] valid_0's poisson: -99.3998 valid_0's huber: 18.7557
[95] valid_0's poisson: -99.4958 valid_0's huber: 18.6594
[96] valid_0's poisson: -99.5903 valid_0's huber: 18.5647
[97] valid_0's poisson: -99.6835 valid_0's huber: 18.4703
[98] valid_0's poisson: -99.7771 valid_0's huber: 18.3758
[99] valid_0's poisson: -99.8707 valid_0's huber: 18.2825
[100] valid_0's poisson: -99.963 valid_0's huber: 18.1885
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3377 valid_0's huber: 29.7033
[2] valid_0's poisson: -87.5048 valid_0's huber: 29.5641
[3] valid_0's poisson: -87.671 valid_0's huber: 29.4254
[4] valid_0's poisson: -87.8361 valid_0's huber: 29.2872
[5] valid_0's poisson: -88.0002 valid_0's huber: 29.1493
[6] valid_0's poisson: -88.1634 valid_0's huber: 29.012
[7] valid_0's poisson: -88.3256 valid_0's huber: 28.8752
[8] valid_0's poisson: -88.4876 valid_0's huber: 28.739
[9] valid_0's poisson: -88.6487 valid_0's huber: 28.6032
[10] valid_0's poisson: -88.8089 valid_0's huber: 28.4678
[11] valid_0's poisson: -88.9679 valid_0's huber: 28.3329
[12] valid_0's poisson: -89.1262 valid_0's huber: 28.1985
[13] valid_0's poisson: -89.2833 valid_0's huber: 28.0645
[14] valid_0's poisson: -89.4397 valid_0's huber: 27.9311
[15] valid_0's poisson: -89.5949 valid_0's huber: 27.7981
[16] valid_0's poisson: -89.7485 valid_0's huber: 27.6665
[17] valid_0's poisson: -89.9021 valid_0's huber: 27.5342
[18] valid_0's poisson: -90.054 valid_0's huber: 27.4034
[19] valid_0's poisson: -90.2061 valid_0's huber: 27.2721
[20] valid_0's poisson: -90.356 valid_0's huber: 27.142
[21] valid_0's poisson: -90.5049 valid_0's huber: 27.0124
[22] valid_0's poisson: -90.6538 valid_0's huber: 26.8827
[23] valid_0's poisson: -90.8008 valid_0's huber: 26.7536
[24] valid_0's poisson: -90.9484 valid_0's huber: 26.6241
[25] valid_0's poisson: -91.0938 valid_0's huber: 26.4965
[26] valid_0's poisson: -91.2398 valid_0's huber: 26.368
[27] valid_0's poisson: -91.3836 valid_0's huber: 26.2413
[28] valid_0's poisson: -91.5275 valid_0's huber: 26.1143
[29] valid_0's poisson: -91.6702 valid_0's huber: 25.9882
[30] valid_0's poisson: -91.8117 valid_0's huber: 25.8631
[31] valid_0's poisson: -91.9531 valid_0's huber: 25.7377
[32] valid_0's poisson: -92.0928 valid_0's huber: 25.6135
[33] valid_0's poisson: -92.2326 valid_0's huber: 25.4893
[34] valid_0's poisson: -92.3717 valid_0's huber: 25.3662
[35] valid_0's poisson: -92.5092 valid_0's huber: 25.2441
[36] valid_0's poisson: -92.6468 valid_0's huber: 25.1216
[37] valid_0's poisson: -92.7828 valid_0's huber: 25.0001
[38] valid_0's poisson: -92.9188 valid_0's huber: 24.8785
[39] valid_0's poisson: -93.0531 valid_0's huber: 24.7583
[40] valid_0's poisson: -93.1875 valid_0's huber: 24.6379
[41] valid_0's poisson: -93.3204 valid_0's huber: 24.5184
[42] valid_0's poisson: -93.4538 valid_0's huber: 24.3991
[43] valid_0's poisson: -93.5852 valid_0's huber: 24.2813
[44] valid_0's poisson: -93.7171 valid_0's huber: 24.1626
[45] valid_0's poisson: -93.847 valid_0's huber: 24.0458
[46] valid_0's poisson: -93.9767 valid_0's huber: 23.9287
[47] valid_0's poisson: -94.1051 valid_0's huber: 23.8117
[48] valid_0's poisson: -94.2332 valid_0's huber: 23.6959
[49] valid_0's poisson: -94.361 valid_0's huber: 23.5802
[50] valid_0's poisson: -94.489 valid_0's huber: 23.4632
[51] valid_0's poisson: -94.6162 valid_0's huber: 23.3475
[52] valid_0's poisson: -94.7423 valid_0's huber: 23.2321
[53] valid_0's poisson: -94.8663 valid_0's huber: 23.1187
[54] valid_0's poisson: -94.9916 valid_0's huber: 23.0033
[55] valid_0's poisson: -95.1158 valid_0's huber: 22.8888
[56] valid_0's poisson: -95.2387 valid_0's huber: 22.7748
[57] valid_0's poisson: -95.3616 valid_0's huber: 22.6611
[58] valid_0's poisson: -95.4837 valid_0's huber: 22.5479
[59] valid_0's poisson: -95.6049 valid_0's huber: 22.4355
[60] valid_0's poisson: -95.7251 valid_0's huber: 22.3238
[61] valid_0's poisson: -95.8449 valid_0's huber: 22.2123
[62] valid_0's poisson: -95.9641 valid_0's huber: 22.1009
[63] valid_0's poisson: -96.0826 valid_0's huber: 21.99
[64] valid_0's poisson: -96.2012 valid_0's huber: 21.8789
[65] valid_0's poisson: -96.3186 valid_0's huber: 21.7689
[66] valid_0's poisson: -96.4356 valid_0's huber: 21.6592
[67] valid_0's poisson: -96.5515 valid_0's huber: 21.5498
[68] valid_0's poisson: -96.6676 valid_0's huber: 21.4403
[69] valid_0's poisson: -96.7818 valid_0's huber: 21.3317
[70] valid_0's poisson: -96.8952 valid_0's huber: 21.2235
[71] valid_0's poisson: -97.0089 valid_0's huber: 21.1157
[72] valid_0's poisson: -97.1213 valid_0's huber: 21.0079
[73] valid_0's poisson: -97.2325 valid_0's huber: 20.9013
[74] valid_0's poisson: -97.3433 valid_0's huber: 20.7952
[75] valid_0's poisson: -97.4539 valid_0's huber: 20.6889
[76] valid_0's poisson: -97.5631 valid_0's huber: 20.584
[77] valid_0's poisson: -97.6715 valid_0's huber: 20.4798
[78] valid_0's poisson: -97.7797 valid_0's huber: 20.3756
[79] valid_0's poisson: -97.8865 valid_0's huber: 20.2725
[80] valid_0's poisson: -97.992 valid_0's huber: 20.168
[81] valid_0's poisson: -98.0978 valid_0's huber: 20.0644
[82] valid_0's poisson: -98.2018 valid_0's huber: 19.9616
[83] valid_0's poisson: -98.3094 valid_0's huber: 19.8582
[84] valid_0's poisson: -98.4132 valid_0's huber: 19.7568
[85] valid_0's poisson: -98.5197 valid_0's huber: 19.6516
[86] valid_0's poisson: -98.6209 valid_0's huber: 19.5505
[87] valid_0's poisson: -98.7228 valid_0's huber: 19.4503
[88] valid_0's poisson: -98.8255 valid_0's huber: 19.3491
[89] valid_0's poisson: -98.9299 valid_0's huber: 19.2451
[90] valid_0's poisson: -99.0294 valid_0's huber: 19.1467
[91] valid_0's poisson: -99.128 valid_0's huber: 19.0485
[92] valid_0's poisson: -99.2246 valid_0's huber: 18.9513
[93] valid_0's poisson: -99.3261 valid_0's huber: 18.8496
[94] valid_0's poisson: -99.4234 valid_0's huber: 18.7523
[95] valid_0's poisson: -99.5207 valid_0's huber: 18.6557
[96] valid_0's poisson: -99.6168 valid_0's huber: 18.5609
[97] valid_0's poisson: -99.7158 valid_0's huber: 18.4612
[98] valid_0's poisson: -99.81 valid_0's huber: 18.3669
[99] valid_0's poisson: -99.9046 valid_0's huber: 18.2734
[100] valid_0's poisson: -99.9977 valid_0's huber: 18.1814
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3446 valid_0's huber: 29.6547
[2] valid_0's poisson: -87.5122 valid_0's huber: 29.516
[3] valid_0's poisson: -87.6788 valid_0's huber: 29.3778
[4] valid_0's poisson: -87.8444 valid_0's huber: 29.24
[5] valid_0's poisson: -88.0089 valid_0's huber: 29.1028
[6] valid_0's poisson: -88.1724 valid_0's huber: 28.966
[7] valid_0's poisson: -88.3349 valid_0's huber: 28.8298
[8] valid_0's poisson: -88.4976 valid_0's huber: 28.6934
[9] valid_0's poisson: -88.6593 valid_0's huber: 28.5573
[10] valid_0's poisson: -88.818 valid_0's huber: 28.4231
[11] valid_0's poisson: -88.9776 valid_0's huber: 28.2882
[12] valid_0's poisson: -89.1344 valid_0's huber: 28.1548
[13] valid_0's poisson: -89.2922 valid_0's huber: 28.0207
[14] valid_0's poisson: -89.449 valid_0's huber: 27.8872
[15] valid_0's poisson: -89.6052 valid_0's huber: 27.7538
[16] valid_0's poisson: -89.7605 valid_0's huber: 27.6208
[17] valid_0's poisson: -89.9146 valid_0's huber: 27.4887
[18] valid_0's poisson: -90.0681 valid_0's huber: 27.3567
[19] valid_0's poisson: -90.219 valid_0's huber: 27.226
[20] valid_0's poisson: -90.3705 valid_0's huber: 27.0952
[21] valid_0's poisson: -90.5209 valid_0's huber: 26.9649
[22] valid_0's poisson: -90.671 valid_0's huber: 26.8346
[23] valid_0's poisson: -90.8195 valid_0's huber: 26.7054
[24] valid_0's poisson: -90.9667 valid_0's huber: 26.577
[25] valid_0's poisson: -91.114 valid_0's huber: 26.4483
[26] valid_0's poisson: -91.2595 valid_0's huber: 26.3209
[27] valid_0's poisson: -91.4052 valid_0's huber: 26.1933
[28] valid_0's poisson: -91.5489 valid_0's huber: 26.0669
[29] valid_0's poisson: -91.6915 valid_0's huber: 25.9402
[30] valid_0's poisson: -91.8345 valid_0's huber: 25.8147
[31] valid_0's poisson: -91.9763 valid_0's huber: 25.6896
[32] valid_0's poisson: -92.1176 valid_0's huber: 25.5649
[33] valid_0's poisson: -92.2578 valid_0's huber: 25.4411
[34] valid_0's poisson: -92.3962 valid_0's huber: 25.3189
[35] valid_0's poisson: -92.5347 valid_0's huber: 25.1967
[36] valid_0's poisson: -92.6721 valid_0's huber: 25.0754
[37] valid_0's poisson: -92.8089 valid_0's huber: 24.9533
[38] valid_0's poisson: -92.9438 valid_0's huber: 24.833
[39] valid_0's poisson: -93.0801 valid_0's huber: 24.7116
[40] valid_0's poisson: -93.2145 valid_0's huber: 24.5909
[41] valid_0's poisson: -93.349 valid_0's huber: 24.4709
[42] valid_0's poisson: -93.4818 valid_0's huber: 24.352
[43] valid_0's poisson: -93.6133 valid_0's huber: 24.2333
[44] valid_0's poisson: -93.7446 valid_0's huber: 24.1154
[45] valid_0's poisson: -93.8762 valid_0's huber: 23.9963
[46] valid_0's poisson: -94.0068 valid_0's huber: 23.8778
[47] valid_0's poisson: -94.1364 valid_0's huber: 23.7604
[48] valid_0's poisson: -94.2659 valid_0's huber: 23.6426
[49] valid_0's poisson: -94.3942 valid_0's huber: 23.526
[50] valid_0's poisson: -94.5232 valid_0's huber: 23.4087
[51] valid_0's poisson: -94.6501 valid_0's huber: 23.293
[52] valid_0's poisson: -94.7762 valid_0's huber: 23.1777
[53] valid_0's poisson: -94.9028 valid_0's huber: 23.0619
[54] valid_0's poisson: -95.0276 valid_0's huber: 22.9474
[55] valid_0's poisson: -95.1518 valid_0's huber: 22.8332
[56] valid_0's poisson: -95.2748 valid_0's huber: 22.7196
[57] valid_0's poisson: -95.3978 valid_0's huber: 22.6065
[58] valid_0's poisson: -95.5199 valid_0's huber: 22.4931
[59] valid_0's poisson: -95.6413 valid_0's huber: 22.3814
[60] valid_0's poisson: -95.7621 valid_0's huber: 22.2698
[61] valid_0's poisson: -95.8821 valid_0's huber: 22.1587
[62] valid_0's poisson: -96.0014 valid_0's huber: 22.0481
[63] valid_0's poisson: -96.12 valid_0's huber: 21.9379
[64] valid_0's poisson: -96.2381 valid_0's huber: 21.8271
[65] valid_0's poisson: -96.3551 valid_0's huber: 21.7171
[66] valid_0's poisson: -96.4712 valid_0's huber: 21.6083
[67] valid_0's poisson: -96.5869 valid_0's huber: 21.499
[68] valid_0's poisson: -96.7021 valid_0's huber: 21.39
[69] valid_0's poisson: -96.8163 valid_0's huber: 21.2818
[70] valid_0's poisson: -96.9303 valid_0's huber: 21.1739
[71] valid_0's poisson: -97.0438 valid_0's huber: 21.0654
[72] valid_0's poisson: -97.1541 valid_0's huber: 20.9596
[73] valid_0's poisson: -97.2649 valid_0's huber: 20.8536
[74] valid_0's poisson: -97.3766 valid_0's huber: 20.7471
[75] valid_0's poisson: -97.4857 valid_0's huber: 20.6427
[76] valid_0's poisson: -97.5927 valid_0's huber: 20.5381
[77] valid_0's poisson: -97.7003 valid_0's huber: 20.4337
[78] valid_0's poisson: -97.8057 valid_0's huber: 20.3303
[79] valid_0's poisson: -97.9134 valid_0's huber: 20.2264
[80] valid_0's poisson: -98.0198 valid_0's huber: 20.1227
[81] valid_0's poisson: -98.1255 valid_0's huber: 20.0191
[82] valid_0's poisson: -98.2313 valid_0's huber: 19.9162
[83] valid_0's poisson: -98.3356 valid_0's huber: 19.8142
[84] valid_0's poisson: -98.4409 valid_0's huber: 19.7121
[85] valid_0's poisson: -98.5438 valid_0's huber: 19.6111
[86] valid_0's poisson: -98.646 valid_0's huber: 19.5109
[87] valid_0's poisson: -98.7491 valid_0's huber: 19.4104
[88] valid_0's poisson: -98.8491 valid_0's huber: 19.3112
[89] valid_0's poisson: -98.9489 valid_0's huber: 19.2128
[90] valid_0's poisson: -99.0485 valid_0's huber: 19.1153
[91] valid_0's poisson: -99.1462 valid_0's huber: 19.0181
[92] valid_0's poisson: -99.2445 valid_0's huber: 18.9212
[93] valid_0's poisson: -99.3417 valid_0's huber: 18.8255
[94] valid_0's poisson: -99.4377 valid_0's huber: 18.7302
[95] valid_0's poisson: -99.5377 valid_0's huber: 18.6304
[96] valid_0's poisson: -99.6335 valid_0's huber: 18.5359
[97] valid_0's poisson: -99.7283 valid_0's huber: 18.4423
[98] valid_0's poisson: -99.8223 valid_0's huber: 18.3493
[99] valid_0's poisson: -99.9158 valid_0's huber: 18.2568
[100] valid_0's poisson: -100.008 valid_0's huber: 18.1648
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3314 valid_0's huber: 29.7468
[2] valid_0's poisson: -87.4935 valid_0's huber: 29.6092
[3] valid_0's poisson: -87.6544 valid_0's huber: 29.4721
[4] valid_0's poisson: -87.8192 valid_0's huber: 29.335
[5] valid_0's poisson: -87.9823 valid_0's huber: 29.1993
[6] valid_0's poisson: -88.1455 valid_0's huber: 29.0627
[7] valid_0's poisson: -88.3065 valid_0's huber: 28.9281
[8] valid_0's poisson: -88.4659 valid_0's huber: 28.7935
[9] valid_0's poisson: -88.6262 valid_0's huber: 28.6584
[10] valid_0's poisson: -88.7843 valid_0's huber: 28.5253
[11] valid_0's poisson: -88.9427 valid_0's huber: 28.3911
[12] valid_0's poisson: -89.1001 valid_0's huber: 28.2577
[13] valid_0's poisson: -89.2553 valid_0's huber: 28.125
[14] valid_0's poisson: -89.412 valid_0's huber: 27.991
[15] valid_0's poisson: -89.5674 valid_0's huber: 27.8582
[16] valid_0's poisson: -89.7224 valid_0's huber: 27.725
[17] valid_0's poisson: -89.876 valid_0's huber: 27.5931
[18] valid_0's poisson: -90.0275 valid_0's huber: 27.4628
[19] valid_0's poisson: -90.1799 valid_0's huber: 27.3309
[20] valid_0's poisson: -90.3317 valid_0's huber: 27.1989
[21] valid_0's poisson: -90.482 valid_0's huber: 27.0688
[22] valid_0's poisson: -90.6306 valid_0's huber: 26.9397
[23] valid_0's poisson: -90.7776 valid_0's huber: 26.8109
[24] valid_0's poisson: -90.9252 valid_0's huber: 26.6813
[25] valid_0's poisson: -91.0719 valid_0's huber: 26.5521
[26] valid_0's poisson: -91.2175 valid_0's huber: 26.4238
[27] valid_0's poisson: -91.363 valid_0's huber: 26.2959
[28] valid_0's poisson: -91.5072 valid_0's huber: 26.1691
[29] valid_0's poisson: -91.6509 valid_0's huber: 26.0423
[30] valid_0's poisson: -91.7934 valid_0's huber: 25.9165
[31] valid_0's poisson: -91.9355 valid_0's huber: 25.7909
[32] valid_0's poisson: -92.0754 valid_0's huber: 25.6662
[33] valid_0's poisson: -92.2153 valid_0's huber: 25.5423
[34] valid_0's poisson: -92.3543 valid_0's huber: 25.419
[35] valid_0's poisson: -92.4928 valid_0's huber: 25.2957
[36] valid_0's poisson: -92.6301 valid_0's huber: 25.1736
[37] valid_0's poisson: -92.7669 valid_0's huber: 25.052
[38] valid_0's poisson: -92.9018 valid_0's huber: 24.9306
[39] valid_0's poisson: -93.0376 valid_0's huber: 24.8093
[40] valid_0's poisson: -93.1711 valid_0's huber: 24.6896
[41] valid_0's poisson: -93.3048 valid_0's huber: 24.5695
[42] valid_0's poisson: -93.4369 valid_0's huber: 24.4509
[43] valid_0's poisson: -93.5696 valid_0's huber: 24.3316
[44] valid_0's poisson: -93.7005 valid_0's huber: 24.2136
[45] valid_0's poisson: -93.831 valid_0's huber: 24.0955
[46] valid_0's poisson: -93.961 valid_0's huber: 23.978
[47] valid_0's poisson: -94.091 valid_0's huber: 23.8604
[48] valid_0's poisson: -94.2188 valid_0's huber: 23.744
[49] valid_0's poisson: -94.347 valid_0's huber: 23.6273
[50] valid_0's poisson: -94.4737 valid_0's huber: 23.5107
[51] valid_0's poisson: -94.6 valid_0's huber: 23.3949
[52] valid_0's poisson: -94.7257 valid_0's huber: 23.2794
[53] valid_0's poisson: -94.8505 valid_0's huber: 23.1643
[54] valid_0's poisson: -94.9744 valid_0's huber: 23.0495
[55] valid_0's poisson: -95.0986 valid_0's huber: 22.9346
[56] valid_0's poisson: -95.2223 valid_0's huber: 22.8203
[57] valid_0's poisson: -95.345 valid_0's huber: 22.7067
[58] valid_0's poisson: -95.467 valid_0's huber: 22.5931
[59] valid_0's poisson: -95.5884 valid_0's huber: 22.4803
[60] valid_0's poisson: -95.7083 valid_0's huber: 22.3679
[61] valid_0's poisson: -95.8282 valid_0's huber: 22.2565
[62] valid_0's poisson: -95.9473 valid_0's huber: 22.1456
[63] valid_0's poisson: -96.0648 valid_0's huber: 22.0348
[64] valid_0's poisson: -96.1825 valid_0's huber: 21.9246
[65] valid_0's poisson: -96.2996 valid_0's huber: 21.8142
[66] valid_0's poisson: -96.4158 valid_0's huber: 21.7049
[67] valid_0's poisson: -96.5319 valid_0's huber: 21.595
[68] valid_0's poisson: -96.6468 valid_0's huber: 21.4859
[69] valid_0's poisson: -96.7612 valid_0's huber: 21.3775
[70] valid_0's poisson: -96.8749 valid_0's huber: 21.2692
[71] valid_0's poisson: -96.9882 valid_0's huber: 21.1614
[72] valid_0's poisson: -97.0994 valid_0's huber: 21.055
[73] valid_0's poisson: -97.2116 valid_0's huber: 20.9482
[74] valid_0's poisson: -97.323 valid_0's huber: 20.842
[75] valid_0's poisson: -97.434 valid_0's huber: 20.7355
[76] valid_0's poisson: -97.5463 valid_0's huber: 20.6269
[77] valid_0's poisson: -97.6548 valid_0's huber: 20.5224
[78] valid_0's poisson: -97.7635 valid_0's huber: 20.418
[79] valid_0's poisson: -97.8714 valid_0's huber: 20.3128
[80] valid_0's poisson: -97.9785 valid_0's huber: 20.2095
[81] valid_0's poisson: -98.0856 valid_0's huber: 20.1054
[82] valid_0's poisson: -98.1911 valid_0's huber: 20.0028
[83] valid_0's poisson: -98.2959 valid_0's huber: 19.9002
[84] valid_0's poisson: -98.4003 valid_0's huber: 19.7985
[85] valid_0's poisson: -98.5042 valid_0's huber: 19.6971
[86] valid_0's poisson: -98.6067 valid_0's huber: 19.5957
[87] valid_0's poisson: -98.7083 valid_0's huber: 19.4949
[88] valid_0's poisson: -98.8095 valid_0's huber: 19.3949
[89] valid_0's poisson: -98.9113 valid_0's huber: 19.2953
[90] valid_0's poisson: -99.0117 valid_0's huber: 19.1961
[91] valid_0's poisson: -99.1147 valid_0's huber: 19.0941
[92] valid_0's poisson: -99.2139 valid_0's huber: 18.9962
[93] valid_0's poisson: -99.3123 valid_0's huber: 18.8994
[94] valid_0's poisson: -99.4132 valid_0's huber: 18.7991
[95] valid_0's poisson: -99.5098 valid_0's huber: 18.7031
[96] valid_0's poisson: -99.6093 valid_0's huber: 18.604
[97] valid_0's poisson: -99.7043 valid_0's huber: 18.5102
[98] valid_0's poisson: -99.7989 valid_0's huber: 18.416
[99] valid_0's poisson: -99.8966 valid_0's huber: 18.3181
[100] valid_0's poisson: -99.9895 valid_0's huber: 18.2258
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1841 valid_0's huber: 29.8032
[2] valid_0's poisson: -87.1944 valid_0's huber: 29.7947
[3] valid_0's poisson: -87.2047 valid_0's huber: 29.7862
[4] valid_0's poisson: -87.2151 valid_0's huber: 29.7776
[5] valid_0's poisson: -87.2254 valid_0's huber: 29.7691
[6] valid_0's poisson: -87.2357 valid_0's huber: 29.7606
[7] valid_0's poisson: -87.246 valid_0's huber: 29.7521
[8] valid_0's poisson: -87.2564 valid_0's huber: 29.7436
[9] valid_0's poisson: -87.2667 valid_0's huber: 29.735
[10] valid_0's poisson: -87.277 valid_0's huber: 29.7265
[11] valid_0's poisson: -87.2873 valid_0's huber: 29.718
[12] valid_0's poisson: -87.2976 valid_0's huber: 29.7095
[13] valid_0's poisson: -87.3079 valid_0's huber: 29.701
[14] valid_0's poisson: -87.3182 valid_0's huber: 29.6925
[15] valid_0's poisson: -87.3285 valid_0's huber: 29.684
[16] valid_0's poisson: -87.3388 valid_0's huber: 29.6755
[17] valid_0's poisson: -87.3491 valid_0's huber: 29.667
[18] valid_0's poisson: -87.3595 valid_0's huber: 29.6585
[19] valid_0's poisson: -87.3698 valid_0's huber: 29.65
[20] valid_0's poisson: -87.3801 valid_0's huber: 29.6415
[21] valid_0's poisson: -87.3904 valid_0's huber: 29.633
[22] valid_0's poisson: -87.4007 valid_0's huber: 29.6246
[23] valid_0's poisson: -87.411 valid_0's huber: 29.6161
[24] valid_0's poisson: -87.4212 valid_0's huber: 29.6076
[25] valid_0's poisson: -87.4315 valid_0's huber: 29.5991
[26] valid_0's poisson: -87.4418 valid_0's huber: 29.5906
[27] valid_0's poisson: -87.4521 valid_0's huber: 29.5822
[28] valid_0's poisson: -87.4624 valid_0's huber: 29.5737
[29] valid_0's poisson: -87.4726 valid_0's huber: 29.5652
[30] valid_0's poisson: -87.4829 valid_0's huber: 29.5567
[31] valid_0's poisson: -87.4932 valid_0's huber: 29.5483
[32] valid_0's poisson: -87.5034 valid_0's huber: 29.5398
[33] valid_0's poisson: -87.5137 valid_0's huber: 29.5313
[34] valid_0's poisson: -87.5239 valid_0's huber: 29.5229
[35] valid_0's poisson: -87.5342 valid_0's huber: 29.5144
[36] valid_0's poisson: -87.5444 valid_0's huber: 29.506
[37] valid_0's poisson: -87.5546 valid_0's huber: 29.4975
[38] valid_0's poisson: -87.5649 valid_0's huber: 29.4891
[39] valid_0's poisson: -87.5751 valid_0's huber: 29.4806
[40] valid_0's poisson: -87.5853 valid_0's huber: 29.4722
[41] valid_0's poisson: -87.5955 valid_0's huber: 29.4637
[42] valid_0's poisson: -87.6058 valid_0's huber: 29.4553
[43] valid_0's poisson: -87.616 valid_0's huber: 29.4468
[44] valid_0's poisson: -87.6262 valid_0's huber: 29.4384
[45] valid_0's poisson: -87.6364 valid_0's huber: 29.4299
[46] valid_0's poisson: -87.6466 valid_0's huber: 29.4215
[47] valid_0's poisson: -87.6568 valid_0's huber: 29.4131
[48] valid_0's poisson: -87.667 valid_0's huber: 29.4046
[49] valid_0's poisson: -87.6772 valid_0's huber: 29.3962
[50] valid_0's poisson: -87.6874 valid_0's huber: 29.3878
[51] valid_0's poisson: -87.6975 valid_0's huber: 29.3793
[52] valid_0's poisson: -87.7077 valid_0's huber: 29.3709
[53] valid_0's poisson: -87.7179 valid_0's huber: 29.3625
[54] valid_0's poisson: -87.7281 valid_0's huber: 29.3541
[55] valid_0's poisson: -87.7382 valid_0's huber: 29.3457
[56] valid_0's poisson: -87.7484 valid_0's huber: 29.3372
[57] valid_0's poisson: -87.7586 valid_0's huber: 29.3288
[58] valid_0's poisson: -87.7687 valid_0's huber: 29.3204
[59] valid_0's poisson: -87.7789 valid_0's huber: 29.312
[60] valid_0's poisson: -87.789 valid_0's huber: 29.3036
[61] valid_0's poisson: -87.7992 valid_0's huber: 29.2952
[62] valid_0's poisson: -87.8093 valid_0's huber: 29.2868
[63] valid_0's poisson: -87.8195 valid_0's huber: 29.2784
[64] valid_0's poisson: -87.8296 valid_0's huber: 29.27
[65] valid_0's poisson: -87.8397 valid_0's huber: 29.2616
[66] valid_0's poisson: -87.8499 valid_0's huber: 29.2532
[67] valid_0's poisson: -87.86 valid_0's huber: 29.2448
[68] valid_0's poisson: -87.8701 valid_0's huber: 29.2364
[69] valid_0's poisson: -87.8802 valid_0's huber: 29.228
[70] valid_0's poisson: -87.8903 valid_0's huber: 29.2196
[71] valid_0's poisson: -87.9004 valid_0's huber: 29.2113
[72] valid_0's poisson: -87.9106 valid_0's huber: 29.2028
[73] valid_0's poisson: -87.9207 valid_0's huber: 29.1944
[74] valid_0's poisson: -87.9309 valid_0's huber: 29.186
[75] valid_0's poisson: -87.941 valid_0's huber: 29.1776
[76] valid_0's poisson: -87.9511 valid_0's huber: 29.1691
[77] valid_0's poisson: -87.9613 valid_0's huber: 29.1607
[78] valid_0's poisson: -87.9714 valid_0's huber: 29.1523
[79] valid_0's poisson: -87.9815 valid_0's huber: 29.1439
[80] valid_0's poisson: -87.9916 valid_0's huber: 29.1355
[81] valid_0's poisson: -88.0017 valid_0's huber: 29.1271
[82] valid_0's poisson: -88.0118 valid_0's huber: 29.1187
[83] valid_0's poisson: -88.0219 valid_0's huber: 29.1102
[84] valid_0's poisson: -88.032 valid_0's huber: 29.1018
[85] valid_0's poisson: -88.0421 valid_0's huber: 29.0934
[86] valid_0's poisson: -88.0522 valid_0's huber: 29.085
[87] valid_0's poisson: -88.0623 valid_0's huber: 29.0766
[88] valid_0's poisson: -88.0724 valid_0's huber: 29.0682
[89] valid_0's poisson: -88.0825 valid_0's huber: 29.0598
[90] valid_0's poisson: -88.0925 valid_0's huber: 29.0514
[91] valid_0's poisson: -88.1026 valid_0's huber: 29.0431
[92] valid_0's poisson: -88.1127 valid_0's huber: 29.0347
[93] valid_0's poisson: -88.1228 valid_0's huber: 29.0263
[94] valid_0's poisson: -88.1328 valid_0's huber: 29.0179
[95] valid_0's poisson: -88.1429 valid_0's huber: 29.0095
[96] valid_0's poisson: -88.1529 valid_0's huber: 29.0011
[97] valid_0's poisson: -88.163 valid_0's huber: 28.9928
[98] valid_0's poisson: -88.173 valid_0's huber: 28.9844
[99] valid_0's poisson: -88.1831 valid_0's huber: 28.976
[100] valid_0's poisson: -88.1931 valid_0's huber: 28.9677
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1842 valid_0's huber: 29.8013
[2] valid_0's poisson: -87.1944 valid_0's huber: 29.793
[3] valid_0's poisson: -87.2047 valid_0's huber: 29.7846
[4] valid_0's poisson: -87.2149 valid_0's huber: 29.7763
[5] valid_0's poisson: -87.2251 valid_0's huber: 29.7679
[6] valid_0's poisson: -87.2353 valid_0's huber: 29.7596
[7] valid_0's poisson: -87.2455 valid_0's huber: 29.7512
[8] valid_0's poisson: -87.2557 valid_0's huber: 29.7429
[9] valid_0's poisson: -87.2659 valid_0's huber: 29.7345
[10] valid_0's poisson: -87.2761 valid_0's huber: 29.7262
[11] valid_0's poisson: -87.2863 valid_0's huber: 29.7178
[12] valid_0's poisson: -87.2965 valid_0's huber: 29.7095
[13] valid_0's poisson: -87.3067 valid_0's huber: 29.7012
[14] valid_0's poisson: -87.3169 valid_0's huber: 29.6928
[15] valid_0's poisson: -87.327 valid_0's huber: 29.6845
[16] valid_0's poisson: -87.3372 valid_0's huber: 29.6761
[17] valid_0's poisson: -87.3474 valid_0's huber: 29.6678
[18] valid_0's poisson: -87.3576 valid_0's huber: 29.6595
[19] valid_0's poisson: -87.3677 valid_0's huber: 29.6512
[20] valid_0's poisson: -87.3779 valid_0's huber: 29.6428
[21] valid_0's poisson: -87.388 valid_0's huber: 29.6345
[22] valid_0's poisson: -87.3982 valid_0's huber: 29.6262
[23] valid_0's poisson: -87.4083 valid_0's huber: 29.6178
[24] valid_0's poisson: -87.4185 valid_0's huber: 29.6095
[25] valid_0's poisson: -87.4286 valid_0's huber: 29.6012
[26] valid_0's poisson: -87.4387 valid_0's huber: 29.5929
[27] valid_0's poisson: -87.4489 valid_0's huber: 29.5846
[28] valid_0's poisson: -87.459 valid_0's huber: 29.5763
[29] valid_0's poisson: -87.4691 valid_0's huber: 29.5679
[30] valid_0's poisson: -87.4792 valid_0's huber: 29.5596
[31] valid_0's poisson: -87.4894 valid_0's huber: 29.5513
[32] valid_0's poisson: -87.4995 valid_0's huber: 29.543
[33] valid_0's poisson: -87.5096 valid_0's huber: 29.5347
[34] valid_0's poisson: -87.5197 valid_0's huber: 29.5264
[35] valid_0's poisson: -87.5298 valid_0's huber: 29.5181
[36] valid_0's poisson: -87.5399 valid_0's huber: 29.5098
[37] valid_0's poisson: -87.55 valid_0's huber: 29.5015
[38] valid_0's poisson: -87.5601 valid_0's huber: 29.4932
[39] valid_0's poisson: -87.5701 valid_0's huber: 29.4849
[40] valid_0's poisson: -87.5802 valid_0's huber: 29.4766
[41] valid_0's poisson: -87.5903 valid_0's huber: 29.4683
[42] valid_0's poisson: -87.6004 valid_0's huber: 29.46
[43] valid_0's poisson: -87.6104 valid_0's huber: 29.4517
[44] valid_0's poisson: -87.6205 valid_0's huber: 29.4435
[45] valid_0's poisson: -87.6306 valid_0's huber: 29.4352
[46] valid_0's poisson: -87.6406 valid_0's huber: 29.4269
[47] valid_0's poisson: -87.6507 valid_0's huber: 29.4186
[48] valid_0's poisson: -87.6607 valid_0's huber: 29.4103
[49] valid_0's poisson: -87.6708 valid_0's huber: 29.4021
[50] valid_0's poisson: -87.6808 valid_0's huber: 29.3938
[51] valid_0's poisson: -87.6909 valid_0's huber: 29.3855
[52] valid_0's poisson: -87.7009 valid_0's huber: 29.3772
[53] valid_0's poisson: -87.7109 valid_0's huber: 29.369
[54] valid_0's poisson: -87.7209 valid_0's huber: 29.3607
[55] valid_0's poisson: -87.731 valid_0's huber: 29.3524
[56] valid_0's poisson: -87.741 valid_0's huber: 29.3441
[57] valid_0's poisson: -87.751 valid_0's huber: 29.3358
[58] valid_0's poisson: -87.761 valid_0's huber: 29.3275
[59] valid_0's poisson: -87.771 valid_0's huber: 29.3192
[60] valid_0's poisson: -87.781 valid_0's huber: 29.311
[61] valid_0's poisson: -87.7911 valid_0's huber: 29.3027
[62] valid_0's poisson: -87.8011 valid_0's huber: 29.2944
[63] valid_0's poisson: -87.8111 valid_0's huber: 29.2861
[64] valid_0's poisson: -87.821 valid_0's huber: 29.2778
[65] valid_0's poisson: -87.831 valid_0's huber: 29.2695
[66] valid_0's poisson: -87.841 valid_0's huber: 29.2613
[67] valid_0's poisson: -87.851 valid_0's huber: 29.253
[68] valid_0's poisson: -87.861 valid_0's huber: 29.2447
[69] valid_0's poisson: -87.871 valid_0's huber: 29.2365
[70] valid_0's poisson: -87.8809 valid_0's huber: 29.2282
[71] valid_0's poisson: -87.8909 valid_0's huber: 29.2199
[72] valid_0's poisson: -87.9009 valid_0's huber: 29.2117
[73] valid_0's poisson: -87.9108 valid_0's huber: 29.2034
[74] valid_0's poisson: -87.9208 valid_0's huber: 29.1952
[75] valid_0's poisson: -87.9307 valid_0's huber: 29.1869
[76] valid_0's poisson: -87.9407 valid_0's huber: 29.1786
[77] valid_0's poisson: -87.9506 valid_0's huber: 29.1704
[78] valid_0's poisson: -87.9606 valid_0's huber: 29.1621
[79] valid_0's poisson: -87.9705 valid_0's huber: 29.1538
[80] valid_0's poisson: -87.9804 valid_0's huber: 29.1456
[81] valid_0's poisson: -87.9903 valid_0's huber: 29.1374
[82] valid_0's poisson: -88.0003 valid_0's huber: 29.1291
[83] valid_0's poisson: -88.0102 valid_0's huber: 29.1209
[84] valid_0's poisson: -88.0201 valid_0's huber: 29.1126
[85] valid_0's poisson: -88.03 valid_0's huber: 29.1044
[86] valid_0's poisson: -88.0399 valid_0's huber: 29.0961
[87] valid_0's poisson: -88.0498 valid_0's huber: 29.0879
[88] valid_0's poisson: -88.0598 valid_0's huber: 29.0797
[89] valid_0's poisson: -88.0697 valid_0's huber: 29.0714
[90] valid_0's poisson: -88.0796 valid_0's huber: 29.0632
[91] valid_0's poisson: -88.0894 valid_0's huber: 29.055
[92] valid_0's poisson: -88.0993 valid_0's huber: 29.0467
[93] valid_0's poisson: -88.1092 valid_0's huber: 29.0385
[94] valid_0's poisson: -88.1191 valid_0's huber: 29.0303
[95] valid_0's poisson: -88.129 valid_0's huber: 29.0221
[96] valid_0's poisson: -88.1388 valid_0's huber: 29.0138
[97] valid_0's poisson: -88.1487 valid_0's huber: 29.0056
[98] valid_0's poisson: -88.1586 valid_0's huber: 28.9974
[99] valid_0's poisson: -88.1684 valid_0's huber: 28.9892
[100] valid_0's poisson: -88.1783 valid_0's huber: 28.9809
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.18 valid_0's huber: 29.8343
[2] valid_0's poisson: -87.1903 valid_0's huber: 29.8257
[3] valid_0's poisson: -87.2007 valid_0's huber: 29.8171
[4] valid_0's poisson: -87.2111 valid_0's huber: 29.8085
[5] valid_0's poisson: -87.2215 valid_0's huber: 29.7999
[6] valid_0's poisson: -87.2318 valid_0's huber: 29.7913
[7] valid_0's poisson: -87.2422 valid_0's huber: 29.7827
[8] valid_0's poisson: -87.2525 valid_0's huber: 29.7741
[9] valid_0's poisson: -87.2629 valid_0's huber: 29.7655
[10] valid_0's poisson: -87.2733 valid_0's huber: 29.757
[11] valid_0's poisson: -87.2836 valid_0's huber: 29.7484
[12] valid_0's poisson: -87.2939 valid_0's huber: 29.7398
[13] valid_0's poisson: -87.3043 valid_0's huber: 29.7312
[14] valid_0's poisson: -87.3146 valid_0's huber: 29.7226
[15] valid_0's poisson: -87.3249 valid_0's huber: 29.7141
[16] valid_0's poisson: -87.3353 valid_0's huber: 29.7055
[17] valid_0's poisson: -87.3456 valid_0's huber: 29.6969
[18] valid_0's poisson: -87.3559 valid_0's huber: 29.6884
[19] valid_0's poisson: -87.3662 valid_0's huber: 29.6798
[20] valid_0's poisson: -87.3765 valid_0's huber: 29.6712
[21] valid_0's poisson: -87.3868 valid_0's huber: 29.6627
[22] valid_0's poisson: -87.3971 valid_0's huber: 29.6541
[23] valid_0's poisson: -87.4074 valid_0's huber: 29.6455
[24] valid_0's poisson: -87.4177 valid_0's huber: 29.637
[25] valid_0's poisson: -87.428 valid_0's huber: 29.6284
[26] valid_0's poisson: -87.4383 valid_0's huber: 29.6199
[27] valid_0's poisson: -87.4486 valid_0's huber: 29.6113
[28] valid_0's poisson: -87.4589 valid_0's huber: 29.6028
[29] valid_0's poisson: -87.4691 valid_0's huber: 29.5942
[30] valid_0's poisson: -87.4794 valid_0's huber: 29.5857
[31] valid_0's poisson: -87.4897 valid_0's huber: 29.5771
[32] valid_0's poisson: -87.4999 valid_0's huber: 29.5686
[33] valid_0's poisson: -87.5102 valid_0's huber: 29.5601
[34] valid_0's poisson: -87.5205 valid_0's huber: 29.5515
[35] valid_0's poisson: -87.5307 valid_0's huber: 29.543
[36] valid_0's poisson: -87.541 valid_0's huber: 29.5344
[37] valid_0's poisson: -87.5512 valid_0's huber: 29.5259
[38] valid_0's poisson: -87.5614 valid_0's huber: 29.5174
[39] valid_0's poisson: -87.5717 valid_0's huber: 29.5088
[40] valid_0's poisson: -87.5819 valid_0's huber: 29.5003
[41] valid_0's poisson: -87.5921 valid_0's huber: 29.4918
[42] valid_0's poisson: -87.6024 valid_0's huber: 29.4833
[43] valid_0's poisson: -87.6126 valid_0's huber: 29.4747
[44] valid_0's poisson: -87.6228 valid_0's huber: 29.4662
[45] valid_0's poisson: -87.633 valid_0's huber: 29.4577
[46] valid_0's poisson: -87.6432 valid_0's huber: 29.4492
[47] valid_0's poisson: -87.6534 valid_0's huber: 29.4407
[48] valid_0's poisson: -87.6636 valid_0's huber: 29.4322
[49] valid_0's poisson: -87.6738 valid_0's huber: 29.4236
[50] valid_0's poisson: -87.684 valid_0's huber: 29.4151
[51] valid_0's poisson: -87.6942 valid_0's huber: 29.4066
[52] valid_0's poisson: -87.7044 valid_0's huber: 29.3981
[53] valid_0's poisson: -87.7146 valid_0's huber: 29.3896
[54] valid_0's poisson: -87.7247 valid_0's huber: 29.3811
[55] valid_0's poisson: -87.7349 valid_0's huber: 29.3726
[56] valid_0's poisson: -87.7451 valid_0's huber: 29.3641
[57] valid_0's poisson: -87.7552 valid_0's huber: 29.3556
[58] valid_0's poisson: -87.7654 valid_0's huber: 29.3471
[59] valid_0's poisson: -87.7756 valid_0's huber: 29.3386
[60] valid_0's poisson: -87.7857 valid_0's huber: 29.3301
[61] valid_0's poisson: -87.7959 valid_0's huber: 29.3217
[62] valid_0's poisson: -87.806 valid_0's huber: 29.3132
[63] valid_0's poisson: -87.8162 valid_0's huber: 29.3047
[64] valid_0's poisson: -87.8263 valid_0's huber: 29.2962
[65] valid_0's poisson: -87.8364 valid_0's huber: 29.2877
[66] valid_0's poisson: -87.8466 valid_0's huber: 29.2792
[67] valid_0's poisson: -87.8567 valid_0's huber: 29.2708
[68] valid_0's poisson: -87.8668 valid_0's huber: 29.2623
[69] valid_0's poisson: -87.8769 valid_0's huber: 29.2538
[70] valid_0's poisson: -87.887 valid_0's huber: 29.2453
[71] valid_0's poisson: -87.8972 valid_0's huber: 29.2369
[72] valid_0's poisson: -87.9073 valid_0's huber: 29.2284
[73] valid_0's poisson: -87.9174 valid_0's huber: 29.2199
[74] valid_0's poisson: -87.9275 valid_0's huber: 29.2115
[75] valid_0's poisson: -87.9376 valid_0's huber: 29.203
[76] valid_0's poisson: -87.9477 valid_0's huber: 29.1945
[77] valid_0's poisson: -87.9577 valid_0's huber: 29.1861
[78] valid_0's poisson: -87.9678 valid_0's huber: 29.1776
[79] valid_0's poisson: -87.9779 valid_0's huber: 29.1692
[80] valid_0's poisson: -87.988 valid_0's huber: 29.1607
[81] valid_0's poisson: -87.9981 valid_0's huber: 29.1522
[82] valid_0's poisson: -88.0081 valid_0's huber: 29.1438
[83] valid_0's poisson: -88.0182 valid_0's huber: 29.1353
[84] valid_0's poisson: -88.0283 valid_0's huber: 29.1269
[85] valid_0's poisson: -88.0383 valid_0's huber: 29.1184
[86] valid_0's poisson: -88.0484 valid_0's huber: 29.11
[87] valid_0's poisson: -88.0584 valid_0's huber: 29.1016
[88] valid_0's poisson: -88.0685 valid_0's huber: 29.0931
[89] valid_0's poisson: -88.0785 valid_0's huber: 29.0847
[90] valid_0's poisson: -88.0886 valid_0's huber: 29.0762
[91] valid_0's poisson: -88.0986 valid_0's huber: 29.0678
[92] valid_0's poisson: -88.1086 valid_0's huber: 29.0594
[93] valid_0's poisson: -88.1187 valid_0's huber: 29.0509
[94] valid_0's poisson: -88.1287 valid_0's huber: 29.0425
[95] valid_0's poisson: -88.1387 valid_0's huber: 29.0341
[96] valid_0's poisson: -88.1487 valid_0's huber: 29.0256
[97] valid_0's poisson: -88.1587 valid_0's huber: 29.0172
[98] valid_0's poisson: -88.1687 valid_0's huber: 29.0088
[99] valid_0's poisson: -88.1788 valid_0's huber: 29.0004
[100] valid_0's poisson: -88.1888 valid_0's huber: 28.992
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1864 valid_0's huber: 29.785
[2] valid_0's poisson: -87.1968 valid_0's huber: 29.7765
[3] valid_0's poisson: -87.2072 valid_0's huber: 29.7679
[4] valid_0's poisson: -87.2176 valid_0's huber: 29.7594
[5] valid_0's poisson: -87.228 valid_0's huber: 29.7508
[6] valid_0's poisson: -87.2384 valid_0's huber: 29.7423
[7] valid_0's poisson: -87.2488 valid_0's huber: 29.7337
[8] valid_0's poisson: -87.2592 valid_0's huber: 29.7252
[9] valid_0's poisson: -87.2696 valid_0's huber: 29.7167
[10] valid_0's poisson: -87.2799 valid_0's huber: 29.7081
[11] valid_0's poisson: -87.2903 valid_0's huber: 29.6996
[12] valid_0's poisson: -87.3007 valid_0's huber: 29.691
[13] valid_0's poisson: -87.3111 valid_0's huber: 29.6825
[14] valid_0's poisson: -87.3214 valid_0's huber: 29.674
[15] valid_0's poisson: -87.3318 valid_0's huber: 29.6654
[16] valid_0's poisson: -87.3421 valid_0's huber: 29.6569
[17] valid_0's poisson: -87.3525 valid_0's huber: 29.6484
[18] valid_0's poisson: -87.3628 valid_0's huber: 29.6398
[19] valid_0's poisson: -87.3732 valid_0's huber: 29.6313
[20] valid_0's poisson: -87.3835 valid_0's huber: 29.6228
[21] valid_0's poisson: -87.3938 valid_0's huber: 29.6143
[22] valid_0's poisson: -87.4042 valid_0's huber: 29.6057
[23] valid_0's poisson: -87.4145 valid_0's huber: 29.5972
[24] valid_0's poisson: -87.4248 valid_0's huber: 29.5887
[25] valid_0's poisson: -87.4351 valid_0's huber: 29.5802
[26] valid_0's poisson: -87.4454 valid_0's huber: 29.5717
[27] valid_0's poisson: -87.4558 valid_0's huber: 29.5632
[28] valid_0's poisson: -87.4661 valid_0's huber: 29.5546
[29] valid_0's poisson: -87.4764 valid_0's huber: 29.5461
[30] valid_0's poisson: -87.4867 valid_0's huber: 29.5376
[31] valid_0's poisson: -87.497 valid_0's huber: 29.5291
[32] valid_0's poisson: -87.5072 valid_0's huber: 29.5206
[33] valid_0's poisson: -87.5175 valid_0's huber: 29.5121
[34] valid_0's poisson: -87.5278 valid_0's huber: 29.5036
[35] valid_0's poisson: -87.5381 valid_0's huber: 29.4951
[36] valid_0's poisson: -87.5484 valid_0's huber: 29.4866
[37] valid_0's poisson: -87.5586 valid_0's huber: 29.4781
[38] valid_0's poisson: -87.5689 valid_0's huber: 29.4696
[39] valid_0's poisson: -87.5792 valid_0's huber: 29.4611
[40] valid_0's poisson: -87.5894 valid_0's huber: 29.4526
[41] valid_0's poisson: -87.5997 valid_0's huber: 29.4442
[42] valid_0's poisson: -87.6099 valid_0's huber: 29.4357
[43] valid_0's poisson: -87.6202 valid_0's huber: 29.4272
[44] valid_0's poisson: -87.6304 valid_0's huber: 29.4187
[45] valid_0's poisson: -87.6406 valid_0's huber: 29.4102
[46] valid_0's poisson: -87.6509 valid_0's huber: 29.4018
[47] valid_0's poisson: -87.6611 valid_0's huber: 29.3933
[48] valid_0's poisson: -87.6713 valid_0's huber: 29.3848
[49] valid_0's poisson: -87.6815 valid_0's huber: 29.3763
[50] valid_0's poisson: -87.6918 valid_0's huber: 29.3679
[51] valid_0's poisson: -87.702 valid_0's huber: 29.3594
[52] valid_0's poisson: -87.7122 valid_0's huber: 29.3509
[53] valid_0's poisson: -87.7224 valid_0's huber: 29.3425
[54] valid_0's poisson: -87.7326 valid_0's huber: 29.334
[55] valid_0's poisson: -87.7428 valid_0's huber: 29.3255
[56] valid_0's poisson: -87.753 valid_0's huber: 29.3171
[57] valid_0's poisson: -87.7632 valid_0's huber: 29.3086
[58] valid_0's poisson: -87.7733 valid_0's huber: 29.3002
[59] valid_0's poisson: -87.7835 valid_0's huber: 29.2917
[60] valid_0's poisson: -87.7937 valid_0's huber: 29.2833
[61] valid_0's poisson: -87.8039 valid_0's huber: 29.2748
[62] valid_0's poisson: -87.814 valid_0's huber: 29.2664
[63] valid_0's poisson: -87.8242 valid_0's huber: 29.2579
[64] valid_0's poisson: -87.8343 valid_0's huber: 29.2495
[65] valid_0's poisson: -87.8445 valid_0's huber: 29.2411
[66] valid_0's poisson: -87.8546 valid_0's huber: 29.2326
[67] valid_0's poisson: -87.8648 valid_0's huber: 29.2242
[68] valid_0's poisson: -87.8749 valid_0's huber: 29.2157
[69] valid_0's poisson: -87.8851 valid_0's huber: 29.2073
[70] valid_0's poisson: -87.8952 valid_0's huber: 29.1989
[71] valid_0's poisson: -87.9053 valid_0's huber: 29.1904
[72] valid_0's poisson: -87.9155 valid_0's huber: 29.182
[73] valid_0's poisson: -87.9256 valid_0's huber: 29.1736
[74] valid_0's poisson: -87.9357 valid_0's huber: 29.1652
[75] valid_0's poisson: -87.9458 valid_0's huber: 29.1567
[76] valid_0's poisson: -87.9559 valid_0's huber: 29.1483
[77] valid_0's poisson: -87.966 valid_0's huber: 29.1399
[78] valid_0's poisson: -87.9761 valid_0's huber: 29.1315
[79] valid_0's poisson: -87.9862 valid_0's huber: 29.1231
[80] valid_0's poisson: -87.9963 valid_0's huber: 29.1147
[81] valid_0's poisson: -88.0065 valid_0's huber: 29.1062
[82] valid_0's poisson: -88.0166 valid_0's huber: 29.0977
[83] valid_0's poisson: -88.0267 valid_0's huber: 29.0893
[84] valid_0's poisson: -88.0368 valid_0's huber: 29.0809
[85] valid_0's poisson: -88.047 valid_0's huber: 29.0724
[86] valid_0's poisson: -88.0571 valid_0's huber: 29.064
[87] valid_0's poisson: -88.0672 valid_0's huber: 29.0555
[88] valid_0's poisson: -88.0773 valid_0's huber: 29.0471
[89] valid_0's poisson: -88.0874 valid_0's huber: 29.0386
[90] valid_0's poisson: -88.0975 valid_0's huber: 29.0302
[91] valid_0's poisson: -88.1076 valid_0's huber: 29.0218
[92] valid_0's poisson: -88.1177 valid_0's huber: 29.0133
[93] valid_0's poisson: -88.1277 valid_0's huber: 29.0049
[94] valid_0's poisson: -88.1378 valid_0's huber: 28.9965
[95] valid_0's poisson: -88.1479 valid_0's huber: 28.9881
[96] valid_0's poisson: -88.158 valid_0's huber: 28.9796
[97] valid_0's poisson: -88.168 valid_0's huber: 28.9712
[98] valid_0's poisson: -88.1781 valid_0's huber: 28.9628
[99] valid_0's poisson: -88.1882 valid_0's huber: 28.9544
[100] valid_0's poisson: -88.1982 valid_0's huber: 28.946
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.174 valid_0's huber: 29.8767
[2] valid_0's poisson: -87.1844 valid_0's huber: 29.8682
[3] valid_0's poisson: -87.1947 valid_0's huber: 29.8596
[4] valid_0's poisson: -87.2051 valid_0's huber: 29.8511
[5] valid_0's poisson: -87.2154 valid_0's huber: 29.8426
[6] valid_0's poisson: -87.2258 valid_0's huber: 29.834
[7] valid_0's poisson: -87.2361 valid_0's huber: 29.8255
[8] valid_0's poisson: -87.2465 valid_0's huber: 29.817
[9] valid_0's poisson: -87.2568 valid_0's huber: 29.8084
[10] valid_0's poisson: -87.2672 valid_0's huber: 29.7999
[11] valid_0's poisson: -87.2775 valid_0's huber: 29.7914
[12] valid_0's poisson: -87.2875 valid_0's huber: 29.7829
[13] valid_0's poisson: -87.2979 valid_0's huber: 29.7744
[14] valid_0's poisson: -87.3079 valid_0's huber: 29.7659
[15] valid_0's poisson: -87.3182 valid_0's huber: 29.7574
[16] valid_0's poisson: -87.3282 valid_0's huber: 29.7489
[17] valid_0's poisson: -87.3383 valid_0's huber: 29.7404
[18] valid_0's poisson: -87.3486 valid_0's huber: 29.7319
[19] valid_0's poisson: -87.3586 valid_0's huber: 29.7234
[20] valid_0's poisson: -87.3689 valid_0's huber: 29.7149
[21] valid_0's poisson: -87.3789 valid_0's huber: 29.7064
[22] valid_0's poisson: -87.3892 valid_0's huber: 29.6979
[23] valid_0's poisson: -87.3992 valid_0's huber: 29.6894
[24] valid_0's poisson: -87.4094 valid_0's huber: 29.6809
[25] valid_0's poisson: -87.4194 valid_0's huber: 29.6724
[26] valid_0's poisson: -87.4294 valid_0's huber: 29.6639
[27] valid_0's poisson: -87.4397 valid_0's huber: 29.6554
[28] valid_0's poisson: -87.4497 valid_0's huber: 29.647
[29] valid_0's poisson: -87.4599 valid_0's huber: 29.6385
[30] valid_0's poisson: -87.4699 valid_0's huber: 29.63
[31] valid_0's poisson: -87.4802 valid_0's huber: 29.6215
[32] valid_0's poisson: -87.4901 valid_0's huber: 29.613
[33] valid_0's poisson: -87.5004 valid_0's huber: 29.6045
[34] valid_0's poisson: -87.5103 valid_0's huber: 29.5961
[35] valid_0's poisson: -87.5203 valid_0's huber: 29.5876
[36] valid_0's poisson: -87.5305 valid_0's huber: 29.5791
[37] valid_0's poisson: -87.5405 valid_0's huber: 29.5707
[38] valid_0's poisson: -87.5507 valid_0's huber: 29.5622
[39] valid_0's poisson: -87.5606 valid_0's huber: 29.5538
[40] valid_0's poisson: -87.5708 valid_0's huber: 29.5453
[41] valid_0's poisson: -87.5808 valid_0's huber: 29.5368
[42] valid_0's poisson: -87.591 valid_0's huber: 29.5284
[43] valid_0's poisson: -87.6009 valid_0's huber: 29.5199
[44] valid_0's poisson: -87.6108 valid_0's huber: 29.5115
[45] valid_0's poisson: -87.621 valid_0's huber: 29.503
[46] valid_0's poisson: -87.6309 valid_0's huber: 29.4946
[47] valid_0's poisson: -87.6411 valid_0's huber: 29.4861
[48] valid_0's poisson: -87.651 valid_0's huber: 29.4777
[49] valid_0's poisson: -87.6612 valid_0's huber: 29.4692
[50] valid_0's poisson: -87.6711 valid_0's huber: 29.4608
[51] valid_0's poisson: -87.681 valid_0's huber: 29.4524
[52] valid_0's poisson: -87.6911 valid_0's huber: 29.4439
[53] valid_0's poisson: -87.701 valid_0's huber: 29.4355
[54] valid_0's poisson: -87.7112 valid_0's huber: 29.4271
[55] valid_0's poisson: -87.721 valid_0's huber: 29.4186
[56] valid_0's poisson: -87.7312 valid_0's huber: 29.4102
[57] valid_0's poisson: -87.7411 valid_0's huber: 29.4018
[58] valid_0's poisson: -87.7512 valid_0's huber: 29.3933
[59] valid_0's poisson: -87.7611 valid_0's huber: 29.3849
[60] valid_0's poisson: -87.7709 valid_0's huber: 29.3765
[61] valid_0's poisson: -87.7811 valid_0's huber: 29.3681
[62] valid_0's poisson: -87.7909 valid_0's huber: 29.3597
[63] valid_0's poisson: -87.801 valid_0's huber: 29.3512
[64] valid_0's poisson: -87.8109 valid_0's huber: 29.3428
[65] valid_0's poisson: -87.821 valid_0's huber: 29.3344
[66] valid_0's poisson: -87.8308 valid_0's huber: 29.326
[67] valid_0's poisson: -87.8409 valid_0's huber: 29.3176
[68] valid_0's poisson: -87.8508 valid_0's huber: 29.3092
[69] valid_0's poisson: -87.8609 valid_0's huber: 29.3007
[70] valid_0's poisson: -87.8707 valid_0's huber: 29.2923
[71] valid_0's poisson: -87.8808 valid_0's huber: 29.2839
[72] valid_0's poisson: -87.8906 valid_0's huber: 29.2755
[73] valid_0's poisson: -87.9007 valid_0's huber: 29.2671
[74] valid_0's poisson: -87.9105 valid_0's huber: 29.2587
[75] valid_0's poisson: -87.9206 valid_0's huber: 29.2503
[76] valid_0's poisson: -87.9304 valid_0's huber: 29.2419
[77] valid_0's poisson: -87.9405 valid_0's huber: 29.2335
[78] valid_0's poisson: -87.9503 valid_0's huber: 29.2251
[79] valid_0's poisson: -87.9601 valid_0's huber: 29.2167
[80] valid_0's poisson: -87.9702 valid_0's huber: 29.2083
[81] valid_0's poisson: -87.98 valid_0's huber: 29.1999
[82] valid_0's poisson: -87.99 valid_0's huber: 29.1915
[83] valid_0's poisson: -87.9998 valid_0's huber: 29.1831
[84] valid_0's poisson: -88.0096 valid_0's huber: 29.1747
[85] valid_0's poisson: -88.0193 valid_0's huber: 29.1664
[86] valid_0's poisson: -88.0294 valid_0's huber: 29.158
[87] valid_0's poisson: -88.0391 valid_0's huber: 29.1496
[88] valid_0's poisson: -88.0489 valid_0's huber: 29.1412
[89] valid_0's poisson: -88.0589 valid_0's huber: 29.1328
[90] valid_0's poisson: -88.0687 valid_0's huber: 29.1244
[91] valid_0's poisson: -88.0784 valid_0's huber: 29.1161
[92] valid_0's poisson: -88.0885 valid_0's huber: 29.1077
[93] valid_0's poisson: -88.0982 valid_0's huber: 29.0993
[94] valid_0's poisson: -88.108 valid_0's huber: 29.0909
[95] valid_0's poisson: -88.118 valid_0's huber: 29.0825
[96] valid_0's poisson: -88.1278 valid_0's huber: 29.0741
[97] valid_0's poisson: -88.1376 valid_0's huber: 29.0657
[98] valid_0's poisson: -88.1476 valid_0's huber: 29.0572
[99] valid_0's poisson: -88.1574 valid_0's huber: 29.0488
[100] valid_0's poisson: -88.1674 valid_0's huber: 29.0404
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.183 valid_0's huber: 29.8036
[2] valid_0's poisson: -87.1923 valid_0's huber: 29.7954
[3] valid_0's poisson: -87.2016 valid_0's huber: 29.7872
[4] valid_0's poisson: -87.2109 valid_0's huber: 29.779
[5] valid_0's poisson: -87.2202 valid_0's huber: 29.7709
[6] valid_0's poisson: -87.2295 valid_0's huber: 29.7627
[7] valid_0's poisson: -87.2388 valid_0's huber: 29.7545
[8] valid_0's poisson: -87.2481 valid_0's huber: 29.7463
[9] valid_0's poisson: -87.2574 valid_0's huber: 29.7382
[10] valid_0's poisson: -87.2666 valid_0's huber: 29.73
[11] valid_0's poisson: -87.2759 valid_0's huber: 29.7219
[12] valid_0's poisson: -87.2852 valid_0's huber: 29.7137
[13] valid_0's poisson: -87.2945 valid_0's huber: 29.7055
[14] valid_0's poisson: -87.3037 valid_0's huber: 29.6974
[15] valid_0's poisson: -87.313 valid_0's huber: 29.6892
[16] valid_0's poisson: -87.3222 valid_0's huber: 29.6811
[17] valid_0's poisson: -87.3315 valid_0's huber: 29.6729
[18] valid_0's poisson: -87.3408 valid_0's huber: 29.6647
[19] valid_0's poisson: -87.35 valid_0's huber: 29.6566
[20] valid_0's poisson: -87.3592 valid_0's huber: 29.6485
[21] valid_0's poisson: -87.3685 valid_0's huber: 29.6404
[22] valid_0's poisson: -87.3778 valid_0's huber: 29.6323
[23] valid_0's poisson: -87.3871 valid_0's huber: 29.6241
[24] valid_0's poisson: -87.3963 valid_0's huber: 29.616
[25] valid_0's poisson: -87.4056 valid_0's huber: 29.6079
[26] valid_0's poisson: -87.4148 valid_0's huber: 29.5998
[27] valid_0's poisson: -87.4241 valid_0's huber: 29.5917
[28] valid_0's poisson: -87.4333 valid_0's huber: 29.5836
[29] valid_0's poisson: -87.4426 valid_0's huber: 29.5755
[30] valid_0's poisson: -87.4518 valid_0's huber: 29.5674
[31] valid_0's poisson: -87.461 valid_0's huber: 29.5593
[32] valid_0's poisson: -87.4703 valid_0's huber: 29.5512
[33] valid_0's poisson: -87.4795 valid_0's huber: 29.5431
[34] valid_0's poisson: -87.4887 valid_0's huber: 29.535
[35] valid_0's poisson: -87.498 valid_0's huber: 29.527
[36] valid_0's poisson: -87.5071 valid_0's huber: 29.5189
[37] valid_0's poisson: -87.5163 valid_0's huber: 29.5108
[38] valid_0's poisson: -87.5256 valid_0's huber: 29.5028
[39] valid_0's poisson: -87.5347 valid_0's huber: 29.4947
[40] valid_0's poisson: -87.5439 valid_0's huber: 29.4866
[41] valid_0's poisson: -87.5531 valid_0's huber: 29.4785
[42] valid_0's poisson: -87.5623 valid_0's huber: 29.4705
[43] valid_0's poisson: -87.5715 valid_0's huber: 29.4625
[44] valid_0's poisson: -87.5806 valid_0's huber: 29.4544
[45] valid_0's poisson: -87.5898 valid_0's huber: 29.4463
[46] valid_0's poisson: -87.599 valid_0's huber: 29.4383
[47] valid_0's poisson: -87.6081 valid_0's huber: 29.4302
[48] valid_0's poisson: -87.6173 valid_0's huber: 29.4222
[49] valid_0's poisson: -87.6264 valid_0's huber: 29.4141
[50] valid_0's poisson: -87.6356 valid_0's huber: 29.4061
[51] valid_0's poisson: -87.6448 valid_0's huber: 29.398
[52] valid_0's poisson: -87.6539 valid_0's huber: 29.39
[53] valid_0's poisson: -87.6631 valid_0's huber: 29.3819
[54] valid_0's poisson: -87.6722 valid_0's huber: 29.3739
[55] valid_0's poisson: -87.6813 valid_0's huber: 29.3658
[56] valid_0's poisson: -87.6905 valid_0's huber: 29.3578
[57] valid_0's poisson: -87.6996 valid_0's huber: 29.3497
[58] valid_0's poisson: -87.7087 valid_0's huber: 29.3417
[59] valid_0's poisson: -87.7178 valid_0's huber: 29.3337
[60] valid_0's poisson: -87.7269 valid_0's huber: 29.3257
[61] valid_0's poisson: -87.7361 valid_0's huber: 29.3177
[62] valid_0's poisson: -87.7452 valid_0's huber: 29.3096
[63] valid_0's poisson: -87.7543 valid_0's huber: 29.3016
[64] valid_0's poisson: -87.7634 valid_0's huber: 29.2935
[65] valid_0's poisson: -87.7725 valid_0's huber: 29.2855
[66] valid_0's poisson: -87.7816 valid_0's huber: 29.2775
[67] valid_0's poisson: -87.7907 valid_0's huber: 29.2695
[68] valid_0's poisson: -87.7998 valid_0's huber: 29.2615
[69] valid_0's poisson: -87.8088 valid_0's huber: 29.2534
[70] valid_0's poisson: -87.8179 valid_0's huber: 29.2454
[71] valid_0's poisson: -87.827 valid_0's huber: 29.2374
[72] valid_0's poisson: -87.8361 valid_0's huber: 29.2294
[73] valid_0's poisson: -87.8452 valid_0's huber: 29.2214
[74] valid_0's poisson: -87.8542 valid_0's huber: 29.2134
[75] valid_0's poisson: -87.8633 valid_0's huber: 29.2054
[76] valid_0's poisson: -87.8723 valid_0's huber: 29.1974
[77] valid_0's poisson: -87.8814 valid_0's huber: 29.1894
[78] valid_0's poisson: -87.8905 valid_0's huber: 29.1814
[79] valid_0's poisson: -87.8995 valid_0's huber: 29.1734
[80] valid_0's poisson: -87.9086 valid_0's huber: 29.1654
[81] valid_0's poisson: -87.9176 valid_0's huber: 29.1574
[82] valid_0's poisson: -87.9267 valid_0's huber: 29.1494
[83] valid_0's poisson: -87.9357 valid_0's huber: 29.1415
[84] valid_0's poisson: -87.9447 valid_0's huber: 29.1334
[85] valid_0's poisson: -87.9538 valid_0's huber: 29.1255
[86] valid_0's poisson: -87.9628 valid_0's huber: 29.1175
[87] valid_0's poisson: -87.9718 valid_0's huber: 29.1095
[88] valid_0's poisson: -87.9809 valid_0's huber: 29.1015
[89] valid_0's poisson: -87.9898 valid_0's huber: 29.0935
[90] valid_0's poisson: -87.9989 valid_0's huber: 29.0856
[91] valid_0's poisson: -88.0078 valid_0's huber: 29.0776
[92] valid_0's poisson: -88.0169 valid_0's huber: 29.0696
[93] valid_0's poisson: -88.0259 valid_0's huber: 29.0617
[94] valid_0's poisson: -88.0349 valid_0's huber: 29.0537
[95] valid_0's poisson: -88.0439 valid_0's huber: 29.0458
[96] valid_0's poisson: -88.0528 valid_0's huber: 29.0378
[97] valid_0's poisson: -88.0619 valid_0's huber: 29.0298
[98] valid_0's poisson: -88.0709 valid_0's huber: 29.0219
[99] valid_0's poisson: -88.0798 valid_0's huber: 29.0139
[100] valid_0's poisson: -88.0888 valid_0's huber: 29.006
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1836 valid_0's huber: 29.8017
[2] valid_0's poisson: -87.1932 valid_0's huber: 29.7937
[3] valid_0's poisson: -87.2028 valid_0's huber: 29.7857
[4] valid_0's poisson: -87.2125 valid_0's huber: 29.7777
[5] valid_0's poisson: -87.2221 valid_0's huber: 29.7698
[6] valid_0's poisson: -87.2317 valid_0's huber: 29.7618
[7] valid_0's poisson: -87.2413 valid_0's huber: 29.7538
[8] valid_0's poisson: -87.2509 valid_0's huber: 29.7458
[9] valid_0's poisson: -87.2605 valid_0's huber: 29.7378
[10] valid_0's poisson: -87.2701 valid_0's huber: 29.7299
[11] valid_0's poisson: -87.2797 valid_0's huber: 29.7219
[12] valid_0's poisson: -87.2893 valid_0's huber: 29.7139
[13] valid_0's poisson: -87.2989 valid_0's huber: 29.7059
[14] valid_0's poisson: -87.3085 valid_0's huber: 29.698
[15] valid_0's poisson: -87.3181 valid_0's huber: 29.69
[16] valid_0's poisson: -87.3276 valid_0's huber: 29.682
[17] valid_0's poisson: -87.3372 valid_0's huber: 29.6741
[18] valid_0's poisson: -87.3468 valid_0's huber: 29.6661
[19] valid_0's poisson: -87.3563 valid_0's huber: 29.6581
[20] valid_0's poisson: -87.3659 valid_0's huber: 29.6502
[21] valid_0's poisson: -87.3755 valid_0's huber: 29.6422
[22] valid_0's poisson: -87.385 valid_0's huber: 29.6343
[23] valid_0's poisson: -87.3946 valid_0's huber: 29.6263
[24] valid_0's poisson: -87.4041 valid_0's huber: 29.6184
[25] valid_0's poisson: -87.4137 valid_0's huber: 29.6104
[26] valid_0's poisson: -87.4232 valid_0's huber: 29.6025
[27] valid_0's poisson: -87.4327 valid_0's huber: 29.5945
[28] valid_0's poisson: -87.4423 valid_0's huber: 29.5866
[29] valid_0's poisson: -87.4518 valid_0's huber: 29.5786
[30] valid_0's poisson: -87.4613 valid_0's huber: 29.5707
[31] valid_0's poisson: -87.4709 valid_0's huber: 29.5627
[32] valid_0's poisson: -87.4804 valid_0's huber: 29.5548
[33] valid_0's poisson: -87.4899 valid_0's huber: 29.5469
[34] valid_0's poisson: -87.4994 valid_0's huber: 29.5389
[35] valid_0's poisson: -87.5089 valid_0's huber: 29.531
[36] valid_0's poisson: -87.5184 valid_0's huber: 29.5231
[37] valid_0's poisson: -87.5279 valid_0's huber: 29.5151
[38] valid_0's poisson: -87.5374 valid_0's huber: 29.5072
[39] valid_0's poisson: -87.5469 valid_0's huber: 29.4993
[40] valid_0's poisson: -87.5564 valid_0's huber: 29.4914
[41] valid_0's poisson: -87.5659 valid_0's huber: 29.4834
[42] valid_0's poisson: -87.5754 valid_0's huber: 29.4755
[43] valid_0's poisson: -87.5848 valid_0's huber: 29.4676
[44] valid_0's poisson: -87.5943 valid_0's huber: 29.4597
[45] valid_0's poisson: -87.6038 valid_0's huber: 29.4518
[46] valid_0's poisson: -87.6132 valid_0's huber: 29.4439
[47] valid_0's poisson: -87.6227 valid_0's huber: 29.436
[48] valid_0's poisson: -87.6322 valid_0's huber: 29.428
[49] valid_0's poisson: -87.6416 valid_0's huber: 29.4201
[50] valid_0's poisson: -87.6511 valid_0's huber: 29.4122
[51] valid_0's poisson: -87.6605 valid_0's huber: 29.4043
[52] valid_0's poisson: -87.67 valid_0's huber: 29.3964
[53] valid_0's poisson: -87.6794 valid_0's huber: 29.3885
[54] valid_0's poisson: -87.6888 valid_0's huber: 29.3806
[55] valid_0's poisson: -87.6983 valid_0's huber: 29.3727
[56] valid_0's poisson: -87.7077 valid_0's huber: 29.3648
[57] valid_0's poisson: -87.7171 valid_0's huber: 29.357
[58] valid_0's poisson: -87.7266 valid_0's huber: 29.3491
[59] valid_0's poisson: -87.736 valid_0's huber: 29.3412
[60] valid_0's poisson: -87.7454 valid_0's huber: 29.3333
[61] valid_0's poisson: -87.7548 valid_0's huber: 29.3254
[62] valid_0's poisson: -87.7642 valid_0's huber: 29.3175
[63] valid_0's poisson: -87.7736 valid_0's huber: 29.3096
[64] valid_0's poisson: -87.783 valid_0's huber: 29.3018
[65] valid_0's poisson: -87.7924 valid_0's huber: 29.2939
[66] valid_0's poisson: -87.8018 valid_0's huber: 29.286
[67] valid_0's poisson: -87.8112 valid_0's huber: 29.2781
[68] valid_0's poisson: -87.8206 valid_0's huber: 29.2703
[69] valid_0's poisson: -87.83 valid_0's huber: 29.2624
[70] valid_0's poisson: -87.8393 valid_0's huber: 29.2545
[71] valid_0's poisson: -87.8487 valid_0's huber: 29.2466
[72] valid_0's poisson: -87.8581 valid_0's huber: 29.2388
[73] valid_0's poisson: -87.8675 valid_0's huber: 29.2309
[74] valid_0's poisson: -87.8769 valid_0's huber: 29.223
[75] valid_0's poisson: -87.8863 valid_0's huber: 29.2151
[76] valid_0's poisson: -87.8956 valid_0's huber: 29.2072
[77] valid_0's poisson: -87.905 valid_0's huber: 29.1994
[78] valid_0's poisson: -87.9144 valid_0's huber: 29.1915
[79] valid_0's poisson: -87.9238 valid_0's huber: 29.1836
[80] valid_0's poisson: -87.9331 valid_0's huber: 29.1758
[81] valid_0's poisson: -87.9425 valid_0's huber: 29.1679
[82] valid_0's poisson: -87.9518 valid_0's huber: 29.16
[83] valid_0's poisson: -87.9612 valid_0's huber: 29.1522
[84] valid_0's poisson: -87.9705 valid_0's huber: 29.1443
[85] valid_0's poisson: -87.9799 valid_0's huber: 29.1364
[86] valid_0's poisson: -87.9892 valid_0's huber: 29.1286
[87] valid_0's poisson: -87.9986 valid_0's huber: 29.1207
[88] valid_0's poisson: -88.0079 valid_0's huber: 29.1129
[89] valid_0's poisson: -88.0172 valid_0's huber: 29.105
[90] valid_0's poisson: -88.0265 valid_0's huber: 29.0972
[91] valid_0's poisson: -88.0359 valid_0's huber: 29.0893
[92] valid_0's poisson: -88.0452 valid_0's huber: 29.0815
[93] valid_0's poisson: -88.0545 valid_0's huber: 29.0736
[94] valid_0's poisson: -88.0638 valid_0's huber: 29.0658
[95] valid_0's poisson: -88.0731 valid_0's huber: 29.0579
[96] valid_0's poisson: -88.0824 valid_0's huber: 29.0501
[97] valid_0's poisson: -88.0917 valid_0's huber: 29.0423
[98] valid_0's poisson: -88.101 valid_0's huber: 29.0344
[99] valid_0's poisson: -88.1103 valid_0's huber: 29.0266
[100] valid_0's poisson: -88.1196 valid_0's huber: 29.0188
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1789 valid_0's huber: 29.8346
[2] valid_0's poisson: -87.1883 valid_0's huber: 29.8264
[3] valid_0's poisson: -87.1976 valid_0's huber: 29.8182
[4] valid_0's poisson: -87.207 valid_0's huber: 29.81
[5] valid_0's poisson: -87.2163 valid_0's huber: 29.8018
[6] valid_0's poisson: -87.2256 valid_0's huber: 29.7935
[7] valid_0's poisson: -87.235 valid_0's huber: 29.7853
[8] valid_0's poisson: -87.2443 valid_0's huber: 29.7771
[9] valid_0's poisson: -87.2536 valid_0's huber: 29.7689
[10] valid_0's poisson: -87.2629 valid_0's huber: 29.7607
[11] valid_0's poisson: -87.2722 valid_0's huber: 29.7525
[12] valid_0's poisson: -87.2816 valid_0's huber: 29.7443
[13] valid_0's poisson: -87.2909 valid_0's huber: 29.7361
[14] valid_0's poisson: -87.3002 valid_0's huber: 29.7279
[15] valid_0's poisson: -87.3095 valid_0's huber: 29.7197
[16] valid_0's poisson: -87.3188 valid_0's huber: 29.7115
[17] valid_0's poisson: -87.3281 valid_0's huber: 29.7033
[18] valid_0's poisson: -87.3374 valid_0's huber: 29.6951
[19] valid_0's poisson: -87.3466 valid_0's huber: 29.6869
[20] valid_0's poisson: -87.3559 valid_0's huber: 29.6787
[21] valid_0's poisson: -87.3652 valid_0's huber: 29.6705
[22] valid_0's poisson: -87.3745 valid_0's huber: 29.6623
[23] valid_0's poisson: -87.3838 valid_0's huber: 29.6541
[24] valid_0's poisson: -87.393 valid_0's huber: 29.6459
[25] valid_0's poisson: -87.4023 valid_0's huber: 29.6378
[26] valid_0's poisson: -87.4116 valid_0's huber: 29.6296
[27] valid_0's poisson: -87.4208 valid_0's huber: 29.6214
[28] valid_0's poisson: -87.4301 valid_0's huber: 29.6132
[29] valid_0's poisson: -87.4393 valid_0's huber: 29.6051
[30] valid_0's poisson: -87.4486 valid_0's huber: 29.5969
[31] valid_0's poisson: -87.4578 valid_0's huber: 29.5887
[32] valid_0's poisson: -87.467 valid_0's huber: 29.5805
[33] valid_0's poisson: -87.4763 valid_0's huber: 29.5724
[34] valid_0's poisson: -87.4855 valid_0's huber: 29.5642
[35] valid_0's poisson: -87.4947 valid_0's huber: 29.5561
[36] valid_0's poisson: -87.504 valid_0's huber: 29.5479
[37] valid_0's poisson: -87.5132 valid_0's huber: 29.5397
[38] valid_0's poisson: -87.5224 valid_0's huber: 29.5316
[39] valid_0's poisson: -87.5316 valid_0's huber: 29.5234
[40] valid_0's poisson: -87.5408 valid_0's huber: 29.5153
[41] valid_0's poisson: -87.55 valid_0's huber: 29.5071
[42] valid_0's poisson: -87.5592 valid_0's huber: 29.499
[43] valid_0's poisson: -87.5684 valid_0's huber: 29.4909
[44] valid_0's poisson: -87.5776 valid_0's huber: 29.4827
[45] valid_0's poisson: -87.5868 valid_0's huber: 29.4746
[46] valid_0's poisson: -87.596 valid_0's huber: 29.4664
[47] valid_0's poisson: -87.6052 valid_0's huber: 29.4583
[48] valid_0's poisson: -87.6144 valid_0's huber: 29.4502
[49] valid_0's poisson: -87.6235 valid_0's huber: 29.442
[50] valid_0's poisson: -87.6327 valid_0's huber: 29.4339
[51] valid_0's poisson: -87.6419 valid_0's huber: 29.4258
[52] valid_0's poisson: -87.6511 valid_0's huber: 29.4177
[53] valid_0's poisson: -87.6602 valid_0's huber: 29.4095
[54] valid_0's poisson: -87.6694 valid_0's huber: 29.4014
[55] valid_0's poisson: -87.6785 valid_0's huber: 29.3933
[56] valid_0's poisson: -87.6877 valid_0's huber: 29.3852
[57] valid_0's poisson: -87.6968 valid_0's huber: 29.3771
[58] valid_0's poisson: -87.706 valid_0's huber: 29.369
[59] valid_0's poisson: -87.7151 valid_0's huber: 29.3609
[60] valid_0's poisson: -87.7242 valid_0's huber: 29.3528
[61] valid_0's poisson: -87.7334 valid_0's huber: 29.3446
[62] valid_0's poisson: -87.7425 valid_0's huber: 29.3365
[63] valid_0's poisson: -87.7516 valid_0's huber: 29.3284
[64] valid_0's poisson: -87.7608 valid_0's huber: 29.3203
[65] valid_0's poisson: -87.7699 valid_0's huber: 29.3122
[66] valid_0's poisson: -87.779 valid_0's huber: 29.3042
[67] valid_0's poisson: -87.7881 valid_0's huber: 29.2961
[68] valid_0's poisson: -87.7972 valid_0's huber: 29.288
[69] valid_0's poisson: -87.8063 valid_0's huber: 29.2799
[70] valid_0's poisson: -87.8154 valid_0's huber: 29.2718
[71] valid_0's poisson: -87.8245 valid_0's huber: 29.2637
[72] valid_0's poisson: -87.8336 valid_0's huber: 29.2556
[73] valid_0's poisson: -87.8427 valid_0's huber: 29.2475
[74] valid_0's poisson: -87.8518 valid_0's huber: 29.2395
[75] valid_0's poisson: -87.8609 valid_0's huber: 29.2314
[76] valid_0's poisson: -87.8699 valid_0's huber: 29.2233
[77] valid_0's poisson: -87.879 valid_0's huber: 29.2152
[78] valid_0's poisson: -87.8881 valid_0's huber: 29.2072
[79] valid_0's poisson: -87.8972 valid_0's huber: 29.1991
[80] valid_0's poisson: -87.9062 valid_0's huber: 29.191
[81] valid_0's poisson: -87.9153 valid_0's huber: 29.183
[82] valid_0's poisson: -87.9243 valid_0's huber: 29.1749
[83] valid_0's poisson: -87.9334 valid_0's huber: 29.1669
[84] valid_0's poisson: -87.9425 valid_0's huber: 29.1588
[85] valid_0's poisson: -87.9515 valid_0's huber: 29.1507
[86] valid_0's poisson: -87.9605 valid_0's huber: 29.1427
[87] valid_0's poisson: -87.9696 valid_0's huber: 29.1346
[88] valid_0's poisson: -87.9786 valid_0's huber: 29.1266
[89] valid_0's poisson: -87.9876 valid_0's huber: 29.1185
[90] valid_0's poisson: -87.9967 valid_0's huber: 29.1105
[91] valid_0's poisson: -88.0057 valid_0's huber: 29.1024
[92] valid_0's poisson: -88.0147 valid_0's huber: 29.0944
[93] valid_0's poisson: -88.0237 valid_0's huber: 29.0864
[94] valid_0's poisson: -88.0328 valid_0's huber: 29.0783
[95] valid_0's poisson: -88.0418 valid_0's huber: 29.0703
[96] valid_0's poisson: -88.0508 valid_0's huber: 29.0622
[97] valid_0's poisson: -88.0598 valid_0's huber: 29.0542
[98] valid_0's poisson: -88.0688 valid_0's huber: 29.0462
[99] valid_0's poisson: -88.0778 valid_0's huber: 29.0382
[100] valid_0's poisson: -88.0868 valid_0's huber: 29.0301
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1854 valid_0's huber: 29.7854
[2] valid_0's poisson: -87.1947 valid_0's huber: 29.7772
[3] valid_0's poisson: -87.2041 valid_0's huber: 29.769
[4] valid_0's poisson: -87.2134 valid_0's huber: 29.7608
[5] valid_0's poisson: -87.2228 valid_0's huber: 29.7526
[6] valid_0's poisson: -87.2321 valid_0's huber: 29.7444
[7] valid_0's poisson: -87.2415 valid_0's huber: 29.7362
[8] valid_0's poisson: -87.2508 valid_0's huber: 29.728
[9] valid_0's poisson: -87.2602 valid_0's huber: 29.7198
[10] valid_0's poisson: -87.2695 valid_0's huber: 29.7116
[11] valid_0's poisson: -87.2788 valid_0's huber: 29.7034
[12] valid_0's poisson: -87.2882 valid_0's huber: 29.6953
[13] valid_0's poisson: -87.2975 valid_0's huber: 29.6871
[14] valid_0's poisson: -87.3068 valid_0's huber: 29.6789
[15] valid_0's poisson: -87.3161 valid_0's huber: 29.6707
[16] valid_0's poisson: -87.3254 valid_0's huber: 29.6625
[17] valid_0's poisson: -87.3347 valid_0's huber: 29.6544
[18] valid_0's poisson: -87.344 valid_0's huber: 29.6462
[19] valid_0's poisson: -87.3533 valid_0's huber: 29.638
[20] valid_0's poisson: -87.3626 valid_0's huber: 29.6298
[21] valid_0's poisson: -87.3719 valid_0's huber: 29.6217
[22] valid_0's poisson: -87.3812 valid_0's huber: 29.6135
[23] valid_0's poisson: -87.3905 valid_0's huber: 29.6053
[24] valid_0's poisson: -87.3998 valid_0's huber: 29.5972
[25] valid_0's poisson: -87.4091 valid_0's huber: 29.589
[26] valid_0's poisson: -87.4184 valid_0's huber: 29.5808
[27] valid_0's poisson: -87.4276 valid_0's huber: 29.5727
[28] valid_0's poisson: -87.4369 valid_0's huber: 29.5645
[29] valid_0's poisson: -87.4462 valid_0's huber: 29.5564
[30] valid_0's poisson: -87.4554 valid_0's huber: 29.5482
[31] valid_0's poisson: -87.4647 valid_0's huber: 29.5401
[32] valid_0's poisson: -87.4739 valid_0's huber: 29.5319
[33] valid_0's poisson: -87.4832 valid_0's huber: 29.5238
[34] valid_0's poisson: -87.4924 valid_0's huber: 29.5156
[35] valid_0's poisson: -87.5017 valid_0's huber: 29.5075
[36] valid_0's poisson: -87.5109 valid_0's huber: 29.4994
[37] valid_0's poisson: -87.5201 valid_0's huber: 29.4912
[38] valid_0's poisson: -87.5294 valid_0's huber: 29.4831
[39] valid_0's poisson: -87.5386 valid_0's huber: 29.475
[40] valid_0's poisson: -87.5478 valid_0's huber: 29.4668
[41] valid_0's poisson: -87.557 valid_0's huber: 29.4587
[42] valid_0's poisson: -87.5662 valid_0's huber: 29.4506
[43] valid_0's poisson: -87.5755 valid_0's huber: 29.4425
[44] valid_0's poisson: -87.5847 valid_0's huber: 29.4343
[45] valid_0's poisson: -87.5939 valid_0's huber: 29.4262
[46] valid_0's poisson: -87.6031 valid_0's huber: 29.4181
[47] valid_0's poisson: -87.6123 valid_0's huber: 29.41
[48] valid_0's poisson: -87.6214 valid_0's huber: 29.4019
[49] valid_0's poisson: -87.6306 valid_0's huber: 29.3938
[50] valid_0's poisson: -87.6398 valid_0's huber: 29.3857
[51] valid_0's poisson: -87.649 valid_0's huber: 29.3776
[52] valid_0's poisson: -87.6582 valid_0's huber: 29.3695
[53] valid_0's poisson: -87.6673 valid_0's huber: 29.3614
[54] valid_0's poisson: -87.6765 valid_0's huber: 29.3533
[55] valid_0's poisson: -87.6857 valid_0's huber: 29.3452
[56] valid_0's poisson: -87.6948 valid_0's huber: 29.3371
[57] valid_0's poisson: -87.704 valid_0's huber: 29.329
[58] valid_0's poisson: -87.7131 valid_0's huber: 29.3209
[59] valid_0's poisson: -87.7223 valid_0's huber: 29.3128
[60] valid_0's poisson: -87.7314 valid_0's huber: 29.3048
[61] valid_0's poisson: -87.7406 valid_0's huber: 29.2967
[62] valid_0's poisson: -87.7497 valid_0's huber: 29.2886
[63] valid_0's poisson: -87.7588 valid_0's huber: 29.2805
[64] valid_0's poisson: -87.768 valid_0's huber: 29.2724
[65] valid_0's poisson: -87.7771 valid_0's huber: 29.2644
[66] valid_0's poisson: -87.7862 valid_0's huber: 29.2563
[67] valid_0's poisson: -87.7953 valid_0's huber: 29.2482
[68] valid_0's poisson: -87.8044 valid_0's huber: 29.2402
[69] valid_0's poisson: -87.8135 valid_0's huber: 29.2321
[70] valid_0's poisson: -87.8226 valid_0's huber: 29.224
[71] valid_0's poisson: -87.8317 valid_0's huber: 29.216
[72] valid_0's poisson: -87.8408 valid_0's huber: 29.2079
[73] valid_0's poisson: -87.8499 valid_0's huber: 29.1999
[74] valid_0's poisson: -87.859 valid_0's huber: 29.1918
[75] valid_0's poisson: -87.8681 valid_0's huber: 29.1838
[76] valid_0's poisson: -87.8772 valid_0's huber: 29.1757
[77] valid_0's poisson: -87.8863 valid_0's huber: 29.1677
[78] valid_0's poisson: -87.8953 valid_0's huber: 29.1596
[79] valid_0's poisson: -87.9044 valid_0's huber: 29.1516
[80] valid_0's poisson: -87.9135 valid_0's huber: 29.1435
[81] valid_0's poisson: -87.9225 valid_0's huber: 29.1355
[82] valid_0's poisson: -87.9316 valid_0's huber: 29.1274
[83] valid_0's poisson: -87.9407 valid_0's huber: 29.1194
[84] valid_0's poisson: -87.9497 valid_0's huber: 29.1114
[85] valid_0's poisson: -87.9588 valid_0's huber: 29.1034
[86] valid_0's poisson: -87.9678 valid_0's huber: 29.0953
[87] valid_0's poisson: -87.9768 valid_0's huber: 29.0873
[88] valid_0's poisson: -87.9859 valid_0's huber: 29.0793
[89] valid_0's poisson: -87.9949 valid_0's huber: 29.0713
[90] valid_0's poisson: -88.0039 valid_0's huber: 29.0632
[91] valid_0's poisson: -88.013 valid_0's huber: 29.0552
[92] valid_0's poisson: -88.022 valid_0's huber: 29.0472
[93] valid_0's poisson: -88.031 valid_0's huber: 29.0392
[94] valid_0's poisson: -88.04 valid_0's huber: 29.0312
[95] valid_0's poisson: -88.049 valid_0's huber: 29.0232
[96] valid_0's poisson: -88.058 valid_0's huber: 29.0152
[97] valid_0's poisson: -88.067 valid_0's huber: 29.0072
[98] valid_0's poisson: -88.076 valid_0's huber: 28.9992
[99] valid_0's poisson: -88.085 valid_0's huber: 28.9912
[100] valid_0's poisson: -88.094 valid_0's huber: 28.9832
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.173 valid_0's huber: 29.8771
[2] valid_0's poisson: -87.1823 valid_0's huber: 29.869
[3] valid_0's poisson: -87.1917 valid_0's huber: 29.8608
[4] valid_0's poisson: -87.201 valid_0's huber: 29.8528
[5] valid_0's poisson: -87.2104 valid_0's huber: 29.8446
[6] valid_0's poisson: -87.2196 valid_0's huber: 29.8366
[7] valid_0's poisson: -87.2289 valid_0's huber: 29.8285
[8] valid_0's poisson: -87.2383 valid_0's huber: 29.8204
[9] valid_0's poisson: -87.2476 valid_0's huber: 29.8123
[10] valid_0's poisson: -87.2569 valid_0's huber: 29.8042
[11] valid_0's poisson: -87.2662 valid_0's huber: 29.7961
[12] valid_0's poisson: -87.2755 valid_0's huber: 29.788
[13] valid_0's poisson: -87.2848 valid_0's huber: 29.7799
[14] valid_0's poisson: -87.294 valid_0's huber: 29.7719
[15] valid_0's poisson: -87.3034 valid_0's huber: 29.7637
[16] valid_0's poisson: -87.3126 valid_0's huber: 29.7557
[17] valid_0's poisson: -87.322 valid_0's huber: 29.7475
[18] valid_0's poisson: -87.3312 valid_0's huber: 29.7395
[19] valid_0's poisson: -87.3404 valid_0's huber: 29.7315
[20] valid_0's poisson: -87.3498 valid_0's huber: 29.7233
[21] valid_0's poisson: -87.359 valid_0's huber: 29.7153
[22] valid_0's poisson: -87.3683 valid_0's huber: 29.7071
[23] valid_0's poisson: -87.3775 valid_0's huber: 29.6991
[24] valid_0's poisson: -87.3867 valid_0's huber: 29.691
[25] valid_0's poisson: -87.396 valid_0's huber: 29.6828
[26] valid_0's poisson: -87.4051 valid_0's huber: 29.6747
[27] valid_0's poisson: -87.4144 valid_0's huber: 29.6666
[28] valid_0's poisson: -87.4236 valid_0's huber: 29.6585
[29] valid_0's poisson: -87.4328 valid_0's huber: 29.6504
[30] valid_0's poisson: -87.4421 valid_0's huber: 29.6423
[31] valid_0's poisson: -87.4512 valid_0's huber: 29.6342
[32] valid_0's poisson: -87.4604 valid_0's huber: 29.6261
[33] valid_0's poisson: -87.4696 valid_0's huber: 29.618
[34] valid_0's poisson: -87.4788 valid_0's huber: 29.6099
[35] valid_0's poisson: -87.4879 valid_0's huber: 29.6018
[36] valid_0's poisson: -87.4972 valid_0's huber: 29.5937
[37] valid_0's poisson: -87.5063 valid_0's huber: 29.5856
[38] valid_0's poisson: -87.5156 valid_0's huber: 29.5775
[39] valid_0's poisson: -87.5247 valid_0's huber: 29.5695
[40] valid_0's poisson: -87.534 valid_0's huber: 29.5613
[41] valid_0's poisson: -87.5431 valid_0's huber: 29.5533
[42] valid_0's poisson: -87.5523 valid_0's huber: 29.5452
[43] valid_0's poisson: -87.5616 valid_0's huber: 29.5371
[44] valid_0's poisson: -87.5707 valid_0's huber: 29.529
[45] valid_0's poisson: -87.5799 valid_0's huber: 29.5209
[46] valid_0's poisson: -87.589 valid_0's huber: 29.5128
[47] valid_0's poisson: -87.5982 valid_0's huber: 29.5047
[48] valid_0's poisson: -87.6074 valid_0's huber: 29.4967
[49] valid_0's poisson: -87.6165 valid_0's huber: 29.4887
[50] valid_0's poisson: -87.6257 valid_0's huber: 29.4806
[51] valid_0's poisson: -87.6348 valid_0's huber: 29.4726
[52] valid_0's poisson: -87.6439 valid_0's huber: 29.4645
[53] valid_0's poisson: -87.6531 valid_0's huber: 29.4565
[54] valid_0's poisson: -87.6622 valid_0's huber: 29.4484
[55] valid_0's poisson: -87.6714 valid_0's huber: 29.4403
[56] valid_0's poisson: -87.6806 valid_0's huber: 29.4322
[57] valid_0's poisson: -87.6896 valid_0's huber: 29.4242
[58] valid_0's poisson: -87.6987 valid_0's huber: 29.4162
[59] valid_0's poisson: -87.7079 valid_0's huber: 29.4082
[60] valid_0's poisson: -87.717 valid_0's huber: 29.4001
[61] valid_0's poisson: -87.7262 valid_0's huber: 29.3921
[62] valid_0's poisson: -87.7352 valid_0's huber: 29.384
[63] valid_0's poisson: -87.7444 valid_0's huber: 29.3759
[64] valid_0's poisson: -87.7535 valid_0's huber: 29.368
[65] valid_0's poisson: -87.7625 valid_0's huber: 29.36
[66] valid_0's poisson: -87.7717 valid_0's huber: 29.3519
[67] valid_0's poisson: -87.7807 valid_0's huber: 29.3439
[68] valid_0's poisson: -87.7898 valid_0's huber: 29.3358
[69] valid_0's poisson: -87.7989 valid_0's huber: 29.3279
[70] valid_0's poisson: -87.8079 valid_0's huber: 29.3198
[71] valid_0's poisson: -87.8171 valid_0's huber: 29.3118
[72] valid_0's poisson: -87.8261 valid_0's huber: 29.3038
[73] valid_0's poisson: -87.8351 valid_0's huber: 29.2958
[74] valid_0's poisson: -87.8443 valid_0's huber: 29.2878
[75] valid_0's poisson: -87.8533 valid_0's huber: 29.2798
[76] valid_0's poisson: -87.8623 valid_0's huber: 29.2718
[77] valid_0's poisson: -87.8714 valid_0's huber: 29.2638
[78] valid_0's poisson: -87.8805 valid_0's huber: 29.2558
[79] valid_0's poisson: -87.8895 valid_0's huber: 29.2478
[80] valid_0's poisson: -87.8985 valid_0's huber: 29.2399
[81] valid_0's poisson: -87.9076 valid_0's huber: 29.2319
[82] valid_0's poisson: -87.9166 valid_0's huber: 29.2239
[83] valid_0's poisson: -87.9256 valid_0's huber: 29.2159
[84] valid_0's poisson: -87.9346 valid_0's huber: 29.208
[85] valid_0's poisson: -87.9437 valid_0's huber: 29.2
[86] valid_0's poisson: -87.9527 valid_0's huber: 29.192
[87] valid_0's poisson: -87.9617 valid_0's huber: 29.184
[88] valid_0's poisson: -87.9707 valid_0's huber: 29.1761
[89] valid_0's poisson: -87.9797 valid_0's huber: 29.168
[90] valid_0's poisson: -87.9887 valid_0's huber: 29.1601
[91] valid_0's poisson: -87.9977 valid_0's huber: 29.1521
[92] valid_0's poisson: -88.0068 valid_0's huber: 29.1441
[93] valid_0's poisson: -88.0157 valid_0's huber: 29.1362
[94] valid_0's poisson: -88.0247 valid_0's huber: 29.1282
[95] valid_0's poisson: -88.0338 valid_0's huber: 29.1202
[96] valid_0's poisson: -88.0427 valid_0's huber: 29.1122
[97] valid_0's poisson: -88.0518 valid_0's huber: 29.1042
[98] valid_0's poisson: -88.0607 valid_0's huber: 29.0962
[99] valid_0's poisson: -88.0697 valid_0's huber: 29.0882
[100] valid_0's poisson: -88.0788 valid_0's huber: 29.0802
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.211 valid_0's huber: 29.779
[2] valid_0's poisson: -87.2482 valid_0's huber: 29.7462
[3] valid_0's poisson: -87.2854 valid_0's huber: 29.7135
[4] valid_0's poisson: -87.3225 valid_0's huber: 29.6808
[5] valid_0's poisson: -87.3596 valid_0's huber: 29.6482
[6] valid_0's poisson: -87.3966 valid_0's huber: 29.6155
[7] valid_0's poisson: -87.4337 valid_0's huber: 29.5831
[8] valid_0's poisson: -87.4706 valid_0's huber: 29.5506
[9] valid_0's poisson: -87.5077 valid_0's huber: 29.5183
[10] valid_0's poisson: -87.5445 valid_0's huber: 29.4861
[11] valid_0's poisson: -87.5813 valid_0's huber: 29.4536
[12] valid_0's poisson: -87.618 valid_0's huber: 29.4214
[13] valid_0's poisson: -87.6547 valid_0's huber: 29.3893
[14] valid_0's poisson: -87.6913 valid_0's huber: 29.357
[15] valid_0's poisson: -87.7279 valid_0's huber: 29.3249
[16] valid_0's poisson: -87.7643 valid_0's huber: 29.2926
[17] valid_0's poisson: -87.8008 valid_0's huber: 29.2606
[18] valid_0's poisson: -87.8373 valid_0's huber: 29.2285
[19] valid_0's poisson: -87.8735 valid_0's huber: 29.1964
[20] valid_0's poisson: -87.9099 valid_0's huber: 29.1644
[21] valid_0's poisson: -87.946 valid_0's huber: 29.1323
[22] valid_0's poisson: -87.9823 valid_0's huber: 29.1004
[23] valid_0's poisson: -88.0182 valid_0's huber: 29.0684
[24] valid_0's poisson: -88.0544 valid_0's huber: 29.0365
[25] valid_0's poisson: -88.0905 valid_0's huber: 29.0048
[26] valid_0's poisson: -88.1262 valid_0's huber: 28.9729
[27] valid_0's poisson: -88.1621 valid_0's huber: 28.9414
[28] valid_0's poisson: -88.1979 valid_0's huber: 28.9098
[29] valid_0's poisson: -88.2335 valid_0's huber: 28.8781
[30] valid_0's poisson: -88.2693 valid_0's huber: 28.8466
[31] valid_0's poisson: -88.3049 valid_0's huber: 28.8151
[32] valid_0's poisson: -88.3404 valid_0's huber: 28.7835
[33] valid_0's poisson: -88.376 valid_0's huber: 28.7521
[34] valid_0's poisson: -88.4113 valid_0's huber: 28.7205
[35] valid_0's poisson: -88.4467 valid_0's huber: 28.6891
[36] valid_0's poisson: -88.4819 valid_0's huber: 28.6576
[37] valid_0's poisson: -88.5171 valid_0's huber: 28.6261
[38] valid_0's poisson: -88.5524 valid_0's huber: 28.5949
[39] valid_0's poisson: -88.5874 valid_0's huber: 28.5634
[40] valid_0's poisson: -88.6226 valid_0's huber: 28.5322
[41] valid_0's poisson: -88.6575 valid_0's huber: 28.5009
[42] valid_0's poisson: -88.6926 valid_0's huber: 28.4697
[43] valid_0's poisson: -88.7274 valid_0's huber: 28.4384
[44] valid_0's poisson: -88.7623 valid_0's huber: 28.4074
[45] valid_0's poisson: -88.7972 valid_0's huber: 28.3764
[46] valid_0's poisson: -88.8318 valid_0's huber: 28.3452
[47] valid_0's poisson: -88.8666 valid_0's huber: 28.3142
[48] valid_0's poisson: -88.9013 valid_0's huber: 28.2833
[49] valid_0's poisson: -88.9358 valid_0's huber: 28.2522
[50] valid_0's poisson: -88.9704 valid_0's huber: 28.2213
[51] valid_0's poisson: -89.0049 valid_0's huber: 28.1905
[52] valid_0's poisson: -89.0392 valid_0's huber: 28.1594
[53] valid_0's poisson: -89.0737 valid_0's huber: 28.1287
[54] valid_0's poisson: -89.1081 valid_0's huber: 28.0978
[55] valid_0's poisson: -89.1425 valid_0's huber: 28.067
[56] valid_0's poisson: -89.1769 valid_0's huber: 28.0362
[57] valid_0's poisson: -89.2111 valid_0's huber: 28.0052
[58] valid_0's poisson: -89.2454 valid_0's huber: 27.9744
[59] valid_0's poisson: -89.2797 valid_0's huber: 27.9437
[60] valid_0's poisson: -89.3137 valid_0's huber: 27.9127
[61] valid_0's poisson: -89.3479 valid_0's huber: 27.882
[62] valid_0's poisson: -89.382 valid_0's huber: 27.8514
[63] valid_0's poisson: -89.4158 valid_0's huber: 27.8205
[64] valid_0's poisson: -89.4498 valid_0's huber: 27.7899
[65] valid_0's poisson: -89.4839 valid_0's huber: 27.7592
[66] valid_0's poisson: -89.5176 valid_0's huber: 27.7284
[67] valid_0's poisson: -89.5534 valid_0's huber: 27.6984
[68] valid_0's poisson: -89.5891 valid_0's huber: 27.6685
[69] valid_0's poisson: -89.6228 valid_0's huber: 27.6379
[70] valid_0's poisson: -89.6585 valid_0's huber: 27.6079
[71] valid_0's poisson: -89.6942 valid_0's huber: 27.578
[72] valid_0's poisson: -89.7277 valid_0's huber: 27.5475
[73] valid_0's poisson: -89.7631 valid_0's huber: 27.5177
[74] valid_0's poisson: -89.7965 valid_0's huber: 27.4872
[75] valid_0's poisson: -89.832 valid_0's huber: 27.4573
[76] valid_0's poisson: -89.8653 valid_0's huber: 27.4269
[77] valid_0's poisson: -89.9007 valid_0's huber: 27.3971
[78] valid_0's poisson: -89.936 valid_0's huber: 27.3674
[79] valid_0's poisson: -89.9691 valid_0's huber: 27.337
[80] valid_0's poisson: -90.0044 valid_0's huber: 27.3073
[81] valid_0's poisson: -90.0375 valid_0's huber: 27.2769
[82] valid_0's poisson: -90.0725 valid_0's huber: 27.2474
[83] valid_0's poisson: -90.1076 valid_0's huber: 27.2177
[84] valid_0's poisson: -90.1427 valid_0's huber: 27.1881
[85] valid_0's poisson: -90.1755 valid_0's huber: 27.1579
[86] valid_0's poisson: -90.2105 valid_0's huber: 27.1283
[87] valid_0's poisson: -90.2453 valid_0's huber: 27.0989
[88] valid_0's poisson: -90.2802 valid_0's huber: 27.0693
[89] valid_0's poisson: -90.3149 valid_0's huber: 27.0399
[90] valid_0's poisson: -90.3476 valid_0's huber: 27.0098
[91] valid_0's poisson: -90.3823 valid_0's huber: 26.9804
[92] valid_0's poisson: -90.417 valid_0's huber: 26.951
[93] valid_0's poisson: -90.4514 valid_0's huber: 26.9215
[94] valid_0's poisson: -90.4859 valid_0's huber: 26.8922
[95] valid_0's poisson: -90.5204 valid_0's huber: 26.863
[96] valid_0's poisson: -90.5548 valid_0's huber: 26.8337
[97] valid_0's poisson: -90.589 valid_0's huber: 26.8044
[98] valid_0's poisson: -90.6234 valid_0's huber: 26.7751
[99] valid_0's poisson: -90.6577 valid_0's huber: 26.7459
[100] valid_0's poisson: -90.6919 valid_0's huber: 26.7168
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2126 valid_0's huber: 29.7776
[2] valid_0's poisson: -87.2512 valid_0's huber: 29.7456
[3] valid_0's poisson: -87.2897 valid_0's huber: 29.7136
[4] valid_0's poisson: -87.3282 valid_0's huber: 29.6816
[5] valid_0's poisson: -87.3666 valid_0's huber: 29.6497
[6] valid_0's poisson: -87.4049 valid_0's huber: 29.6177
[7] valid_0's poisson: -87.4432 valid_0's huber: 29.5858
[8] valid_0's poisson: -87.4815 valid_0's huber: 29.5539
[9] valid_0's poisson: -87.5197 valid_0's huber: 29.5221
[10] valid_0's poisson: -87.5578 valid_0's huber: 29.4903
[11] valid_0's poisson: -87.5959 valid_0's huber: 29.4585
[12] valid_0's poisson: -87.6339 valid_0's huber: 29.4267
[13] valid_0's poisson: -87.6718 valid_0's huber: 29.395
[14] valid_0's poisson: -87.7097 valid_0's huber: 29.3633
[15] valid_0's poisson: -87.7476 valid_0's huber: 29.3316
[16] valid_0's poisson: -87.7853 valid_0's huber: 29.3
[17] valid_0's poisson: -87.8231 valid_0's huber: 29.2684
[18] valid_0's poisson: -87.8607 valid_0's huber: 29.2368
[19] valid_0's poisson: -87.8983 valid_0's huber: 29.2052
[20] valid_0's poisson: -87.9359 valid_0's huber: 29.1737
[21] valid_0's poisson: -87.9734 valid_0's huber: 29.1422
[22] valid_0's poisson: -88.0108 valid_0's huber: 29.1107
[23] valid_0's poisson: -88.0482 valid_0's huber: 29.0793
[24] valid_0's poisson: -88.0855 valid_0's huber: 29.0479
[25] valid_0's poisson: -88.1228 valid_0's huber: 29.0166
[26] valid_0's poisson: -88.16 valid_0's huber: 28.9852
[27] valid_0's poisson: -88.1972 valid_0's huber: 28.9539
[28] valid_0's poisson: -88.2343 valid_0's huber: 28.9226
[29] valid_0's poisson: -88.2705 valid_0's huber: 28.8901
[30] valid_0's poisson: -88.3068 valid_0's huber: 28.8576
[31] valid_0's poisson: -88.3437 valid_0's huber: 28.8264
[32] valid_0's poisson: -88.3799 valid_0's huber: 28.794
[33] valid_0's poisson: -88.4159 valid_0's huber: 28.7616
[34] valid_0's poisson: -88.4519 valid_0's huber: 28.7292
[35] valid_0's poisson: -88.4878 valid_0's huber: 28.6969
[36] valid_0's poisson: -88.5236 valid_0's huber: 28.6646
[37] valid_0's poisson: -88.5594 valid_0's huber: 28.6323
[38] valid_0's poisson: -88.5951 valid_0's huber: 28.6001
[39] valid_0's poisson: -88.6308 valid_0's huber: 28.5679
[40] valid_0's poisson: -88.6664 valid_0's huber: 28.5358
[41] valid_0's poisson: -88.702 valid_0's huber: 28.5036
[42] valid_0's poisson: -88.7378 valid_0's huber: 28.4716
[43] valid_0's poisson: -88.7736 valid_0's huber: 28.4396
[44] valid_0's poisson: -88.8089 valid_0's huber: 28.4075
[45] valid_0's poisson: -88.8447 valid_0's huber: 28.3755
[46] valid_0's poisson: -88.8803 valid_0's huber: 28.3436
[47] valid_0's poisson: -88.9155 valid_0's huber: 28.3116
[48] valid_0's poisson: -88.951 valid_0's huber: 28.2798
[49] valid_0's poisson: -88.9864 valid_0's huber: 28.2479
[50] valid_0's poisson: -89.0215 valid_0's huber: 28.216
[51] valid_0's poisson: -89.0569 valid_0's huber: 28.1842
[52] valid_0's poisson: -89.0921 valid_0's huber: 28.1525
[53] valid_0's poisson: -89.1271 valid_0's huber: 28.1208
[54] valid_0's poisson: -89.1623 valid_0's huber: 28.0891
[55] valid_0's poisson: -89.1975 valid_0's huber: 28.0573
[56] valid_0's poisson: -89.2326 valid_0's huber: 28.0256
[57] valid_0's poisson: -89.2674 valid_0's huber: 27.994
[58] valid_0's poisson: -89.3024 valid_0's huber: 27.9623
[59] valid_0's poisson: -89.3374 valid_0's huber: 27.9307
[60] valid_0's poisson: -89.372 valid_0's huber: 27.8991
[61] valid_0's poisson: -89.4069 valid_0's huber: 27.8676
[62] valid_0's poisson: -89.4416 valid_0's huber: 27.836
[63] valid_0's poisson: -89.4761 valid_0's huber: 27.8045
[64] valid_0's poisson: -89.5108 valid_0's huber: 27.7731
[65] valid_0's poisson: -89.5454 valid_0's huber: 27.7416
[66] valid_0's poisson: -89.5797 valid_0's huber: 27.7102
[67] valid_0's poisson: -89.6142 valid_0's huber: 27.6788
[68] valid_0's poisson: -89.6487 valid_0's huber: 27.6474
[69] valid_0's poisson: -89.6828 valid_0's huber: 27.6161
[70] valid_0's poisson: -89.7172 valid_0's huber: 27.5848
[71] valid_0's poisson: -89.7515 valid_0's huber: 27.5535
[72] valid_0's poisson: -89.7855 valid_0's huber: 27.5222
[73] valid_0's poisson: -89.8197 valid_0's huber: 27.491
[74] valid_0's poisson: -89.8539 valid_0's huber: 27.4598
[75] valid_0's poisson: -89.8877 valid_0's huber: 27.4286
[76] valid_0's poisson: -89.9217 valid_0's huber: 27.3974
[77] valid_0's poisson: -89.9555 valid_0's huber: 27.3663
[78] valid_0's poisson: -89.9894 valid_0's huber: 27.3352
[79] valid_0's poisson: -90.0233 valid_0's huber: 27.3041
[80] valid_0's poisson: -90.0568 valid_0's huber: 27.2731
[81] valid_0's poisson: -90.0906 valid_0's huber: 27.2421
[82] valid_0's poisson: -90.1243 valid_0's huber: 27.2112
[83] valid_0's poisson: -90.1578 valid_0's huber: 27.1803
[84] valid_0's poisson: -90.1914 valid_0's huber: 27.1494
[85] valid_0's poisson: -90.2249 valid_0's huber: 27.1187
[86] valid_0's poisson: -90.2581 valid_0's huber: 27.088
[87] valid_0's poisson: -90.2916 valid_0's huber: 27.0572
[88] valid_0's poisson: -90.325 valid_0's huber: 27.0266
[89] valid_0's poisson: -90.358 valid_0's huber: 26.996
[90] valid_0's poisson: -90.3913 valid_0's huber: 26.9654
[91] valid_0's poisson: -90.4245 valid_0's huber: 26.9348
[92] valid_0's poisson: -90.4574 valid_0's huber: 26.9043
[93] valid_0's poisson: -90.4905 valid_0's huber: 26.8738
[94] valid_0's poisson: -90.5234 valid_0's huber: 26.8433
[95] valid_0's poisson: -90.5564 valid_0's huber: 26.8129
[96] valid_0's poisson: -90.5894 valid_0's huber: 26.7825
[97] valid_0's poisson: -90.6221 valid_0's huber: 26.7521
[98] valid_0's poisson: -90.655 valid_0's huber: 26.7218
[99] valid_0's poisson: -90.6878 valid_0's huber: 26.6915
[100] valid_0's poisson: -90.7203 valid_0's huber: 26.6612
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2071 valid_0's huber: 29.8099
[2] valid_0's poisson: -87.2445 valid_0's huber: 29.7769
[3] valid_0's poisson: -87.2818 valid_0's huber: 29.7439
[4] valid_0's poisson: -87.3192 valid_0's huber: 29.711
[5] valid_0's poisson: -87.3564 valid_0's huber: 29.6781
[6] valid_0's poisson: -87.3936 valid_0's huber: 29.6453
[7] valid_0's poisson: -87.4307 valid_0's huber: 29.6125
[8] valid_0's poisson: -87.4678 valid_0's huber: 29.5797
[9] valid_0's poisson: -87.5048 valid_0's huber: 29.5469
[10] valid_0's poisson: -87.5418 valid_0's huber: 29.5142
[11] valid_0's poisson: -87.5787 valid_0's huber: 29.4815
[12] valid_0's poisson: -87.6155 valid_0's huber: 29.4488
[13] valid_0's poisson: -87.6523 valid_0's huber: 29.4162
[14] valid_0's poisson: -87.689 valid_0's huber: 29.3836
[15] valid_0's poisson: -87.7257 valid_0's huber: 29.3511
[16] valid_0's poisson: -87.7623 valid_0's huber: 29.3185
[17] valid_0's poisson: -87.7989 valid_0's huber: 29.286
[18] valid_0's poisson: -87.8354 valid_0's huber: 29.2536
[19] valid_0's poisson: -87.8718 valid_0's huber: 29.2211
[20] valid_0's poisson: -87.9082 valid_0's huber: 29.1887
[21] valid_0's poisson: -87.9445 valid_0's huber: 29.1564
[22] valid_0's poisson: -87.9808 valid_0's huber: 29.124
[23] valid_0's poisson: -88.017 valid_0's huber: 29.0917
[24] valid_0's poisson: -88.0531 valid_0's huber: 29.0594
[25] valid_0's poisson: -88.0892 valid_0's huber: 29.0272
[26] valid_0's poisson: -88.1253 valid_0's huber: 28.9949
[27] valid_0's poisson: -88.1613 valid_0's huber: 28.9627
[28] valid_0's poisson: -88.1973 valid_0's huber: 28.9305
[29] valid_0's poisson: -88.2335 valid_0's huber: 28.8984
[30] valid_0's poisson: -88.2694 valid_0's huber: 28.8663
[31] valid_0's poisson: -88.3055 valid_0's huber: 28.8342
[32] valid_0's poisson: -88.3413 valid_0's huber: 28.8021
[33] valid_0's poisson: -88.3773 valid_0's huber: 28.7701
[34] valid_0's poisson: -88.4132 valid_0's huber: 28.7382
[35] valid_0's poisson: -88.4489 valid_0's huber: 28.7061
[36] valid_0's poisson: -88.4848 valid_0's huber: 28.6742
[37] valid_0's poisson: -88.5202 valid_0's huber: 28.6423
[38] valid_0's poisson: -88.556 valid_0's huber: 28.6104
[39] valid_0's poisson: -88.5917 valid_0's huber: 28.5786
[40] valid_0's poisson: -88.627 valid_0's huber: 28.5468
[41] valid_0's poisson: -88.6626 valid_0's huber: 28.515
[42] valid_0's poisson: -88.6979 valid_0's huber: 28.4831
[43] valid_0's poisson: -88.7332 valid_0's huber: 28.4515
[44] valid_0's poisson: -88.7687 valid_0's huber: 28.4199
[45] valid_0's poisson: -88.8038 valid_0's huber: 28.3881
[46] valid_0's poisson: -88.839 valid_0's huber: 28.3566
[47] valid_0's poisson: -88.874 valid_0's huber: 28.3249
[48] valid_0's poisson: -88.9091 valid_0's huber: 28.2935
[49] valid_0's poisson: -88.9442 valid_0's huber: 28.262
[50] valid_0's poisson: -88.9791 valid_0's huber: 28.2303
[51] valid_0's poisson: -89.014 valid_0's huber: 28.199
[52] valid_0's poisson: -89.049 valid_0's huber: 28.1676
[53] valid_0's poisson: -89.084 valid_0's huber: 28.1361
[54] valid_0's poisson: -89.1185 valid_0's huber: 28.1047
[55] valid_0's poisson: -89.1534 valid_0's huber: 28.0734
[56] valid_0's poisson: -89.188 valid_0's huber: 28.0422
[57] valid_0's poisson: -89.2226 valid_0's huber: 28.0107
[58] valid_0's poisson: -89.2572 valid_0's huber: 27.9794
[59] valid_0's poisson: -89.2916 valid_0's huber: 27.9482
[60] valid_0's poisson: -89.3261 valid_0's huber: 27.9169
[61] valid_0's poisson: -89.3603 valid_0's huber: 27.8857
[62] valid_0's poisson: -89.3948 valid_0's huber: 27.8545
[63] valid_0's poisson: -89.429 valid_0's huber: 27.8233
[64] valid_0's poisson: -89.4633 valid_0's huber: 27.7922
[65] valid_0's poisson: -89.4972 valid_0's huber: 27.7612
[66] valid_0's poisson: -89.5314 valid_0's huber: 27.7302
[67] valid_0's poisson: -89.5675 valid_0's huber: 27.6998
[68] valid_0's poisson: -89.6013 valid_0's huber: 27.6688
[69] valid_0's poisson: -89.6372 valid_0's huber: 27.6386
[70] valid_0's poisson: -89.6709 valid_0's huber: 27.6077
[71] valid_0's poisson: -89.7068 valid_0's huber: 27.5773
[72] valid_0's poisson: -89.7426 valid_0's huber: 27.5472
[73] valid_0's poisson: -89.7763 valid_0's huber: 27.5162
[74] valid_0's poisson: -89.8119 valid_0's huber: 27.486
[75] valid_0's poisson: -89.8477 valid_0's huber: 27.4558
[76] valid_0's poisson: -89.8833 valid_0's huber: 27.4256
[77] valid_0's poisson: -89.9169 valid_0's huber: 27.3947
[78] valid_0's poisson: -89.9523 valid_0's huber: 27.3647
[79] valid_0's poisson: -89.9879 valid_0's huber: 27.3345
[80] valid_0's poisson: -90.0233 valid_0's huber: 27.3044
[81] valid_0's poisson: -90.0588 valid_0's huber: 27.2744
[82] valid_0's poisson: -90.0918 valid_0's huber: 27.2439
[83] valid_0's poisson: -90.1272 valid_0's huber: 27.2138
[84] valid_0's poisson: -90.1624 valid_0's huber: 27.184
[85] valid_0's poisson: -90.1976 valid_0's huber: 27.1542
[86] valid_0's poisson: -90.2328 valid_0's huber: 27.1244
[87] valid_0's poisson: -90.2679 valid_0's huber: 27.0947
[88] valid_0's poisson: -90.3029 valid_0's huber: 27.065
[89] valid_0's poisson: -90.3358 valid_0's huber: 27.0346
[90] valid_0's poisson: -90.3708 valid_0's huber: 27.0049
[91] valid_0's poisson: -90.4058 valid_0's huber: 26.9752
[92] valid_0's poisson: -90.4406 valid_0's huber: 26.9456
[93] valid_0's poisson: -90.4754 valid_0's huber: 26.916
[94] valid_0's poisson: -90.5102 valid_0's huber: 26.8865
[95] valid_0's poisson: -90.5447 valid_0's huber: 26.8569
[96] valid_0's poisson: -90.5794 valid_0's huber: 26.8274
[97] valid_0's poisson: -90.6141 valid_0's huber: 26.7979
[98] valid_0's poisson: -90.6487 valid_0's huber: 26.7684
[99] valid_0's poisson: -90.6831 valid_0's huber: 26.7388
[100] valid_0's poisson: -90.7176 valid_0's huber: 26.7094
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2135 valid_0's huber: 29.7607
[2] valid_0's poisson: -87.251 valid_0's huber: 29.7278
[3] valid_0's poisson: -87.2884 valid_0's huber: 29.695
[4] valid_0's poisson: -87.3258 valid_0's huber: 29.6622
[5] valid_0's poisson: -87.3631 valid_0's huber: 29.6294
[6] valid_0's poisson: -87.4004 valid_0's huber: 29.5966
[7] valid_0's poisson: -87.4376 valid_0's huber: 29.5639
[8] valid_0's poisson: -87.4747 valid_0's huber: 29.5312
[9] valid_0's poisson: -87.5118 valid_0's huber: 29.4986
[10] valid_0's poisson: -87.5488 valid_0's huber: 29.466
[11] valid_0's poisson: -87.5858 valid_0's huber: 29.4334
[12] valid_0's poisson: -87.6227 valid_0's huber: 29.4009
[13] valid_0's poisson: -87.6595 valid_0's huber: 29.3683
[14] valid_0's poisson: -87.6963 valid_0's huber: 29.3358
[15] valid_0's poisson: -87.733 valid_0's huber: 29.3034
[16] valid_0's poisson: -87.7696 valid_0's huber: 29.2709
[17] valid_0's poisson: -87.8062 valid_0's huber: 29.2385
[18] valid_0's poisson: -87.8428 valid_0's huber: 29.2062
[19] valid_0's poisson: -87.8792 valid_0's huber: 29.1738
[20] valid_0's poisson: -87.9156 valid_0's huber: 29.1415
[21] valid_0's poisson: -87.952 valid_0's huber: 29.1093
[22] valid_0's poisson: -87.9883 valid_0's huber: 29.077
[23] valid_0's poisson: -88.0245 valid_0's huber: 29.0448
[24] valid_0's poisson: -88.0607 valid_0's huber: 29.0127
[25] valid_0's poisson: -88.0968 valid_0's huber: 28.9806
[26] valid_0's poisson: -88.1328 valid_0's huber: 28.9485
[27] valid_0's poisson: -88.1685 valid_0's huber: 28.9167
[28] valid_0's poisson: -88.2044 valid_0's huber: 28.8847
[29] valid_0's poisson: -88.2402 valid_0's huber: 28.8528
[30] valid_0's poisson: -88.2757 valid_0's huber: 28.8211
[31] valid_0's poisson: -88.3117 valid_0's huber: 28.7893
[32] valid_0's poisson: -88.3476 valid_0's huber: 28.7576
[33] valid_0's poisson: -88.3833 valid_0's huber: 28.7257
[34] valid_0's poisson: -88.4191 valid_0's huber: 28.694
[35] valid_0's poisson: -88.4543 valid_0's huber: 28.6625
[36] valid_0's poisson: -88.49 valid_0's huber: 28.6309
[37] valid_0's poisson: -88.5256 valid_0's huber: 28.5993
[38] valid_0's poisson: -88.5612 valid_0's huber: 28.5677
[39] valid_0's poisson: -88.5963 valid_0's huber: 28.5363
[40] valid_0's poisson: -88.6317 valid_0's huber: 28.5048
[41] valid_0's poisson: -88.6671 valid_0's huber: 28.4733
[42] valid_0's poisson: -88.7022 valid_0's huber: 28.4417
[43] valid_0's poisson: -88.7375 valid_0's huber: 28.4103
[44] valid_0's poisson: -88.7727 valid_0's huber: 28.379
[45] valid_0's poisson: -88.8074 valid_0's huber: 28.3477
[46] valid_0's poisson: -88.8425 valid_0's huber: 28.3164
[47] valid_0's poisson: -88.8775 valid_0's huber: 28.2852
[48] valid_0's poisson: -88.9126 valid_0's huber: 28.2538
[49] valid_0's poisson: -88.9471 valid_0's huber: 28.2227
[50] valid_0's poisson: -88.982 valid_0's huber: 28.1915
[51] valid_0's poisson: -89.0168 valid_0's huber: 28.1603
[52] valid_0's poisson: -89.0514 valid_0's huber: 28.129
[53] valid_0's poisson: -89.0861 valid_0's huber: 28.0979
[54] valid_0's poisson: -89.1208 valid_0's huber: 28.0668
[55] valid_0's poisson: -89.1556 valid_0's huber: 28.0356
[56] valid_0's poisson: -89.1899 valid_0's huber: 28.0045
[57] valid_0's poisson: -89.2246 valid_0's huber: 27.9733
[58] valid_0's poisson: -89.2591 valid_0's huber: 27.9423
[59] valid_0's poisson: -89.2936 valid_0's huber: 27.9112
[60] valid_0's poisson: -89.3278 valid_0's huber: 27.8801
[61] valid_0's poisson: -89.3621 valid_0's huber: 27.8492
[62] valid_0's poisson: -89.3966 valid_0's huber: 27.818
[63] valid_0's poisson: -89.4306 valid_0's huber: 27.787
[64] valid_0's poisson: -89.4648 valid_0's huber: 27.7562
[65] valid_0's poisson: -89.4991 valid_0's huber: 27.7252
[66] valid_0's poisson: -89.5331 valid_0's huber: 27.6941
[67] valid_0's poisson: -89.5673 valid_0's huber: 27.6632
[68] valid_0's poisson: -89.6012 valid_0's huber: 27.6324
[69] valid_0's poisson: -89.6354 valid_0's huber: 27.6015
[70] valid_0's poisson: -89.669 valid_0's huber: 27.5707
[71] valid_0's poisson: -89.7028 valid_0's huber: 27.5401
[72] valid_0's poisson: -89.7367 valid_0's huber: 27.5093
[73] valid_0's poisson: -89.7701 valid_0's huber: 27.4786
[74] valid_0's poisson: -89.8039 valid_0's huber: 27.4479
[75] valid_0's poisson: -89.8396 valid_0's huber: 27.4178
[76] valid_0's poisson: -89.8754 valid_0's huber: 27.3877
[77] valid_0's poisson: -89.9086 valid_0's huber: 27.3572
[78] valid_0's poisson: -89.9442 valid_0's huber: 27.3272
[79] valid_0's poisson: -89.9796 valid_0's huber: 27.2973
[80] valid_0's poisson: -90.0153 valid_0's huber: 27.2673
[81] valid_0's poisson: -90.0485 valid_0's huber: 27.2366
[82] valid_0's poisson: -90.0838 valid_0's huber: 27.2068
[83] valid_0's poisson: -90.1192 valid_0's huber: 27.1771
[84] valid_0's poisson: -90.152 valid_0's huber: 27.1468
[85] valid_0's poisson: -90.1873 valid_0's huber: 27.1171
[86] valid_0's poisson: -90.2225 valid_0's huber: 27.0874
[87] valid_0's poisson: -90.2578 valid_0's huber: 27.0577
[88] valid_0's poisson: -90.2904 valid_0's huber: 27.0275
[89] valid_0's poisson: -90.3255 valid_0's huber: 26.9979
[90] valid_0's poisson: -90.3607 valid_0's huber: 26.9682
[91] valid_0's poisson: -90.3955 valid_0's huber: 26.9385
[92] valid_0's poisson: -90.4306 valid_0's huber: 26.9089
[93] valid_0's poisson: -90.4656 valid_0's huber: 26.8793
[94] valid_0's poisson: -90.5005 valid_0's huber: 26.8497
[95] valid_0's poisson: -90.5352 valid_0's huber: 26.8201
[96] valid_0's poisson: -90.5701 valid_0's huber: 26.7906
[97] valid_0's poisson: -90.6049 valid_0's huber: 26.7612
[98] valid_0's poisson: -90.6396 valid_0's huber: 26.7317
[99] valid_0's poisson: -90.6741 valid_0's huber: 26.7022
[100] valid_0's poisson: -90.7087 valid_0's huber: 26.6728
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2009 valid_0's huber: 29.8529
[2] valid_0's poisson: -87.2385 valid_0's huber: 29.8201
[3] valid_0's poisson: -87.2757 valid_0's huber: 29.7878
[4] valid_0's poisson: -87.3129 valid_0's huber: 29.7555
[5] valid_0's poisson: -87.3503 valid_0's huber: 29.7228
[6] valid_0's poisson: -87.3872 valid_0's huber: 29.6903
[7] valid_0's poisson: -87.424 valid_0's huber: 29.6578
[8] valid_0's poisson: -87.4613 valid_0's huber: 29.6252
[9] valid_0's poisson: -87.498 valid_0's huber: 29.5927
[10] valid_0's poisson: -87.5351 valid_0's huber: 29.5601
[11] valid_0's poisson: -87.5717 valid_0's huber: 29.5277
[12] valid_0's poisson: -87.6087 valid_0's huber: 29.4952
[13] valid_0's poisson: -87.6452 valid_0's huber: 29.4629
[14] valid_0's poisson: -87.6822 valid_0's huber: 29.4304
[15] valid_0's poisson: -87.7187 valid_0's huber: 29.3985
[16] valid_0's poisson: -87.755 valid_0's huber: 29.3662
[17] valid_0's poisson: -87.7918 valid_0's huber: 29.3338
[18] valid_0's poisson: -87.8281 valid_0's huber: 29.3019
[19] valid_0's poisson: -87.8643 valid_0's huber: 29.2698
[20] valid_0's poisson: -87.9009 valid_0's huber: 29.2375
[21] valid_0's poisson: -87.9371 valid_0's huber: 29.2057
[22] valid_0's poisson: -87.9731 valid_0's huber: 29.1736
[23] valid_0's poisson: -88.0095 valid_0's huber: 29.1414
[24] valid_0's poisson: -88.0456 valid_0's huber: 29.1097
[25] valid_0's poisson: -88.0814 valid_0's huber: 29.0777
[26] valid_0's poisson: -88.1177 valid_0's huber: 29.0456
[27] valid_0's poisson: -88.1534 valid_0's huber: 29.0136
[28] valid_0's poisson: -88.1896 valid_0's huber: 28.9816
[29] valid_0's poisson: -88.2252 valid_0's huber: 28.9497
[30] valid_0's poisson: -88.2613 valid_0's huber: 28.9177
[31] valid_0's poisson: -88.2973 valid_0's huber: 28.8857
[32] valid_0's poisson: -88.3327 valid_0's huber: 28.8539
[33] valid_0's poisson: -88.3686 valid_0's huber: 28.822
[34] valid_0's poisson: -88.404 valid_0's huber: 28.7903
[35] valid_0's poisson: -88.4397 valid_0's huber: 28.7584
[36] valid_0's poisson: -88.4755 valid_0's huber: 28.7266
[37] valid_0's poisson: -88.5107 valid_0's huber: 28.6949
[38] valid_0's poisson: -88.5464 valid_0's huber: 28.663
[39] valid_0's poisson: -88.582 valid_0's huber: 28.6313
[40] valid_0's poisson: -88.617 valid_0's huber: 28.5997
[41] valid_0's poisson: -88.6525 valid_0's huber: 28.568
[42] valid_0's poisson: -88.6874 valid_0's huber: 28.5364
[43] valid_0's poisson: -88.7229 valid_0's huber: 28.5046
[44] valid_0's poisson: -88.7581 valid_0's huber: 28.4731
[45] valid_0's poisson: -88.7929 valid_0's huber: 28.4416
[46] valid_0's poisson: -88.8283 valid_0's huber: 28.4099
[47] valid_0's poisson: -88.8635 valid_0's huber: 28.3783
[48] valid_0's poisson: -88.8986 valid_0's huber: 28.3467
[49] valid_0's poisson: -88.9332 valid_0's huber: 28.3153
[50] valid_0's poisson: -88.9683 valid_0's huber: 28.2838
[51] valid_0's poisson: -89.0028 valid_0's huber: 28.2524
[52] valid_0's poisson: -89.0378 valid_0's huber: 28.2209
[53] valid_0's poisson: -89.0728 valid_0's huber: 28.1894
[54] valid_0's poisson: -89.107 valid_0's huber: 28.1582
[55] valid_0's poisson: -89.1419 valid_0's huber: 28.1268
[56] valid_0's poisson: -89.1761 valid_0's huber: 28.0956
[57] valid_0's poisson: -89.2108 valid_0's huber: 28.0642
[58] valid_0's poisson: -89.2454 valid_0's huber: 28.033
[59] valid_0's poisson: -89.2794 valid_0's huber: 28.0019
[60] valid_0's poisson: -89.3139 valid_0's huber: 27.9707
[61] valid_0's poisson: -89.3484 valid_0's huber: 27.9395
[62] valid_0's poisson: -89.3822 valid_0's huber: 27.9085
[63] valid_0's poisson: -89.4167 valid_0's huber: 27.8772
[64] valid_0's poisson: -89.4505 valid_0's huber: 27.8463
[65] valid_0's poisson: -89.4847 valid_0's huber: 27.8152
[66] valid_0's poisson: -89.519 valid_0's huber: 27.7841
[67] valid_0's poisson: -89.5527 valid_0's huber: 27.7531
[68] valid_0's poisson: -89.5868 valid_0's huber: 27.7221
[69] valid_0's poisson: -89.6209 valid_0's huber: 27.691
[70] valid_0's poisson: -89.6549 valid_0's huber: 27.66
[71] valid_0's poisson: -89.6884 valid_0's huber: 27.6292
[72] valid_0's poisson: -89.7223 valid_0's huber: 27.5982
[73] valid_0's poisson: -89.7563 valid_0's huber: 27.5673
[74] valid_0's poisson: -89.7901 valid_0's huber: 27.5365
[75] valid_0's poisson: -89.8236 valid_0's huber: 27.5056
[76] valid_0's poisson: -89.8593 valid_0's huber: 27.4755
[77] valid_0's poisson: -89.8928 valid_0's huber: 27.4447
[78] valid_0's poisson: -89.9284 valid_0's huber: 27.4146
[79] valid_0's poisson: -89.9614 valid_0's huber: 27.3841
[80] valid_0's poisson: -89.9947 valid_0's huber: 27.3534
[81] valid_0's poisson: -90.0301 valid_0's huber: 27.3234
[82] valid_0's poisson: -90.0656 valid_0's huber: 27.2935
[83] valid_0's poisson: -90.0987 valid_0's huber: 27.2629
[84] valid_0's poisson: -90.134 valid_0's huber: 27.233
[85] valid_0's poisson: -90.1692 valid_0's huber: 27.2033
[86] valid_0's poisson: -90.2021 valid_0's huber: 27.1727
[87] valid_0's poisson: -90.2373 valid_0's huber: 27.143
[88] valid_0's poisson: -90.2701 valid_0's huber: 27.1125
[89] valid_0's poisson: -90.3052 valid_0's huber: 27.0828
[90] valid_0's poisson: -90.338 valid_0's huber: 27.0524
[91] valid_0's poisson: -90.3729 valid_0's huber: 27.0228
[92] valid_0's poisson: -90.4078 valid_0's huber: 26.9932
[93] valid_0's poisson: -90.4425 valid_0's huber: 26.9637
[94] valid_0's poisson: -90.4774 valid_0's huber: 26.9341
[95] valid_0's poisson: -90.5118 valid_0's huber: 26.9045
[96] valid_0's poisson: -90.5465 valid_0's huber: 26.875
[97] valid_0's poisson: -90.5812 valid_0's huber: 26.8455
[98] valid_0's poisson: -90.6155 valid_0's huber: 26.816
[99] valid_0's poisson: -90.6501 valid_0's huber: 26.7866
[100] valid_0's poisson: -90.6845 valid_0's huber: 26.7573
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2157 valid_0's huber: 29.7771
[2] valid_0's poisson: -87.2577 valid_0's huber: 29.7424
[3] valid_0's poisson: -87.2996 valid_0's huber: 29.7078
[4] valid_0's poisson: -87.3414 valid_0's huber: 29.6732
[5] valid_0's poisson: -87.3832 valid_0's huber: 29.6386
[6] valid_0's poisson: -87.425 valid_0's huber: 29.6041
[7] valid_0's poisson: -87.4668 valid_0's huber: 29.5697
[8] valid_0's poisson: -87.5085 valid_0's huber: 29.5353
[9] valid_0's poisson: -87.5502 valid_0's huber: 29.5009
[10] valid_0's poisson: -87.5918 valid_0's huber: 29.4665
[11] valid_0's poisson: -87.6333 valid_0's huber: 29.4322
[12] valid_0's poisson: -87.6748 valid_0's huber: 29.3979
[13] valid_0's poisson: -87.7162 valid_0's huber: 29.3636
[14] valid_0's poisson: -87.7575 valid_0's huber: 29.3293
[15] valid_0's poisson: -87.7988 valid_0's huber: 29.2951
[16] valid_0's poisson: -87.84 valid_0's huber: 29.2609
[17] valid_0's poisson: -87.8812 valid_0's huber: 29.2268
[18] valid_0's poisson: -87.9223 valid_0's huber: 29.1926
[19] valid_0's poisson: -87.9633 valid_0's huber: 29.1585
[20] valid_0's poisson: -88.0043 valid_0's huber: 29.1245
[21] valid_0's poisson: -88.0452 valid_0's huber: 29.0904
[22] valid_0's poisson: -88.0861 valid_0's huber: 29.0564
[23] valid_0's poisson: -88.1268 valid_0's huber: 29.0224
[24] valid_0's poisson: -88.1676 valid_0's huber: 28.9884
[25] valid_0's poisson: -88.2082 valid_0's huber: 28.9545
[26] valid_0's poisson: -88.2489 valid_0's huber: 28.9206
[27] valid_0's poisson: -88.2894 valid_0's huber: 28.8868
[28] valid_0's poisson: -88.3299 valid_0's huber: 28.853
[29] valid_0's poisson: -88.3703 valid_0's huber: 28.8192
[30] valid_0's poisson: -88.4105 valid_0's huber: 28.7857
[31] valid_0's poisson: -88.4506 valid_0's huber: 28.7522
[32] valid_0's poisson: -88.4907 valid_0's huber: 28.7188
[33] valid_0's poisson: -88.5307 valid_0's huber: 28.6853
[34] valid_0's poisson: -88.5707 valid_0's huber: 28.6519
[35] valid_0's poisson: -88.6106 valid_0's huber: 28.6186
[36] valid_0's poisson: -88.6505 valid_0's huber: 28.5852
[37] valid_0's poisson: -88.6903 valid_0's huber: 28.5518
[38] valid_0's poisson: -88.7301 valid_0's huber: 28.5184
[39] valid_0's poisson: -88.7699 valid_0's huber: 28.4851
[40] valid_0's poisson: -88.8095 valid_0's huber: 28.4517
[41] valid_0's poisson: -88.8492 valid_0's huber: 28.4185
[42] valid_0's poisson: -88.8887 valid_0's huber: 28.3852
[43] valid_0's poisson: -88.9282 valid_0's huber: 28.352
[44] valid_0's poisson: -88.9677 valid_0's huber: 28.3188
[45] valid_0's poisson: -89.0071 valid_0's huber: 28.2856
[46] valid_0's poisson: -89.0464 valid_0's huber: 28.2524
[47] valid_0's poisson: -89.0857 valid_0's huber: 28.2193
[48] valid_0's poisson: -89.1249 valid_0's huber: 28.1862
[49] valid_0's poisson: -89.164 valid_0's huber: 28.1533
[50] valid_0's poisson: -89.2031 valid_0's huber: 28.1202
[51] valid_0's poisson: -89.2422 valid_0's huber: 28.0872
[52] valid_0's poisson: -89.2812 valid_0's huber: 28.0543
[53] valid_0's poisson: -89.3201 valid_0's huber: 28.0213
[54] valid_0's poisson: -89.359 valid_0's huber: 27.9884
[55] valid_0's poisson: -89.3978 valid_0's huber: 27.9555
[56] valid_0's poisson: -89.4366 valid_0's huber: 27.9227
[57] valid_0's poisson: -89.4753 valid_0's huber: 27.8898
[58] valid_0's poisson: -89.514 valid_0's huber: 27.857
[59] valid_0's poisson: -89.5526 valid_0's huber: 27.8243
[60] valid_0's poisson: -89.5911 valid_0's huber: 27.7915
[61] valid_0's poisson: -89.6297 valid_0's huber: 27.7588
[62] valid_0's poisson: -89.6681 valid_0's huber: 27.726
[63] valid_0's poisson: -89.7065 valid_0's huber: 27.6934
[64] valid_0's poisson: -89.7448 valid_0's huber: 27.6607
[65] valid_0's poisson: -89.7831 valid_0's huber: 27.628
[66] valid_0's poisson: -89.8213 valid_0's huber: 27.5954
[67] valid_0's poisson: -89.8595 valid_0's huber: 27.5628
[68] valid_0's poisson: -89.8976 valid_0's huber: 27.5302
[69] valid_0's poisson: -89.9357 valid_0's huber: 27.4976
[70] valid_0's poisson: -89.9737 valid_0's huber: 27.4652
[71] valid_0's poisson: -90.0117 valid_0's huber: 27.4327
[72] valid_0's poisson: -90.0496 valid_0's huber: 27.4002
[73] valid_0's poisson: -90.0874 valid_0's huber: 27.3678
[74] valid_0's poisson: -90.1252 valid_0's huber: 27.3353
[75] valid_0's poisson: -90.163 valid_0's huber: 27.3029
[76] valid_0's poisson: -90.2007 valid_0's huber: 27.2706
[77] valid_0's poisson: -90.2382 valid_0's huber: 27.2383
[78] valid_0's poisson: -90.2758 valid_0's huber: 27.206
[79] valid_0's poisson: -90.3133 valid_0's huber: 27.1737
[80] valid_0's poisson: -90.3508 valid_0's huber: 27.1414
[81] valid_0's poisson: -90.3881 valid_0's huber: 27.1093
[82] valid_0's poisson: -90.4255 valid_0's huber: 27.0771
[83] valid_0's poisson: -90.4627 valid_0's huber: 27.045
[84] valid_0's poisson: -90.5 valid_0's huber: 27.0128
[85] valid_0's poisson: -90.5371 valid_0's huber: 26.9807
[86] valid_0's poisson: -90.5742 valid_0's huber: 26.9487
[87] valid_0's poisson: -90.6113 valid_0's huber: 26.9166
[88] valid_0's poisson: -90.6483 valid_0's huber: 26.8846
[89] valid_0's poisson: -90.6854 valid_0's huber: 26.8524
[90] valid_0's poisson: -90.7223 valid_0's huber: 26.8205
[91] valid_0's poisson: -90.7591 valid_0's huber: 26.7886
[92] valid_0's poisson: -90.7958 valid_0's huber: 26.7568
[93] valid_0's poisson: -90.8328 valid_0's huber: 26.7246
[94] valid_0's poisson: -90.8695 valid_0's huber: 26.6927
[95] valid_0's poisson: -90.9062 valid_0's huber: 26.6609
[96] valid_0's poisson: -90.943 valid_0's huber: 26.6288
[97] valid_0's poisson: -90.9795 valid_0's huber: 26.597
[98] valid_0's poisson: -91.016 valid_0's huber: 26.5653
[99] valid_0's poisson: -91.0527 valid_0's huber: 26.5334
[100] valid_0's poisson: -91.0891 valid_0's huber: 26.5016
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2156 valid_0's huber: 29.7757
[2] valid_0's poisson: -87.2571 valid_0's huber: 29.7416
[3] valid_0's poisson: -87.2986 valid_0's huber: 29.7077
[4] valid_0's poisson: -87.34 valid_0's huber: 29.6738
[5] valid_0's poisson: -87.3814 valid_0's huber: 29.6397
[6] valid_0's poisson: -87.4227 valid_0's huber: 29.6058
[7] valid_0's poisson: -87.464 valid_0's huber: 29.5718
[8] valid_0's poisson: -87.5052 valid_0's huber: 29.538
[9] valid_0's poisson: -87.5464 valid_0's huber: 29.504
[10] valid_0's poisson: -87.5874 valid_0's huber: 29.4703
[11] valid_0's poisson: -87.6284 valid_0's huber: 29.4364
[12] valid_0's poisson: -87.6693 valid_0's huber: 29.4027
[13] valid_0's poisson: -87.7102 valid_0's huber: 29.3689
[14] valid_0's poisson: -87.7509 valid_0's huber: 29.3353
[15] valid_0's poisson: -87.7916 valid_0's huber: 29.3015
[16] valid_0's poisson: -87.8323 valid_0's huber: 29.268
[17] valid_0's poisson: -87.8729 valid_0's huber: 29.2342
[18] valid_0's poisson: -87.9134 valid_0's huber: 29.2007
[19] valid_0's poisson: -87.9538 valid_0's huber: 29.1671
[20] valid_0's poisson: -87.9942 valid_0's huber: 29.1336
[21] valid_0's poisson: -88.0346 valid_0's huber: 29.1
[22] valid_0's poisson: -88.0748 valid_0's huber: 29.0666
[23] valid_0's poisson: -88.1151 valid_0's huber: 29.033
[24] valid_0's poisson: -88.1552 valid_0's huber: 28.9998
[25] valid_0's poisson: -88.1952 valid_0's huber: 28.9665
[26] valid_0's poisson: -88.2353 valid_0's huber: 28.933
[27] valid_0's poisson: -88.2752 valid_0's huber: 28.8998
[28] valid_0's poisson: -88.3152 valid_0's huber: 28.8663
[29] valid_0's poisson: -88.355 valid_0's huber: 28.8332
[30] valid_0's poisson: -88.3948 valid_0's huber: 28.7998
[31] valid_0's poisson: -88.4353 valid_0's huber: 28.7656
[32] valid_0's poisson: -88.4758 valid_0's huber: 28.7314
[33] valid_0's poisson: -88.5161 valid_0's huber: 28.6973
[34] valid_0's poisson: -88.5565 valid_0's huber: 28.6632
[35] valid_0's poisson: -88.5967 valid_0's huber: 28.6291
[36] valid_0's poisson: -88.637 valid_0's huber: 28.595
[37] valid_0's poisson: -88.6771 valid_0's huber: 28.561
[38] valid_0's poisson: -88.7172 valid_0's huber: 28.527
[39] valid_0's poisson: -88.7572 valid_0's huber: 28.493
[40] valid_0's poisson: -88.7972 valid_0's huber: 28.4591
[41] valid_0's poisson: -88.8371 valid_0's huber: 28.4252
[42] valid_0's poisson: -88.877 valid_0's huber: 28.3913
[43] valid_0's poisson: -88.9168 valid_0's huber: 28.3575
[44] valid_0's poisson: -88.9565 valid_0's huber: 28.3236
[45] valid_0's poisson: -88.9962 valid_0's huber: 28.2899
[46] valid_0's poisson: -89.0361 valid_0's huber: 28.256
[47] valid_0's poisson: -89.0758 valid_0's huber: 28.2223
[48] valid_0's poisson: -89.1156 valid_0's huber: 28.1885
[49] valid_0's poisson: -89.1553 valid_0's huber: 28.1548
[50] valid_0's poisson: -89.195 valid_0's huber: 28.121
[51] valid_0's poisson: -89.2347 valid_0's huber: 28.0872
[52] valid_0's poisson: -89.2742 valid_0's huber: 28.0535
[53] valid_0's poisson: -89.3138 valid_0's huber: 28.0198
[54] valid_0's poisson: -89.3533 valid_0's huber: 27.986
[55] valid_0's poisson: -89.3926 valid_0's huber: 27.9525
[56] valid_0's poisson: -89.432 valid_0's huber: 27.9188
[57] valid_0's poisson: -89.4713 valid_0's huber: 27.8853
[58] valid_0's poisson: -89.5106 valid_0's huber: 27.8516
[59] valid_0's poisson: -89.5498 valid_0's huber: 27.818
[60] valid_0's poisson: -89.5889 valid_0's huber: 27.7845
[61] valid_0's poisson: -89.6281 valid_0's huber: 27.7509
[62] valid_0's poisson: -89.6671 valid_0's huber: 27.7175
[63] valid_0's poisson: -89.7061 valid_0's huber: 27.6839
[64] valid_0's poisson: -89.7452 valid_0's huber: 27.6503
[65] valid_0's poisson: -89.7839 valid_0's huber: 27.617
[66] valid_0's poisson: -89.8229 valid_0's huber: 27.5835
[67] valid_0's poisson: -89.8616 valid_0's huber: 27.5502
[68] valid_0's poisson: -89.9004 valid_0's huber: 27.5168
[69] valid_0's poisson: -89.9391 valid_0's huber: 27.4833
[70] valid_0's poisson: -89.9777 valid_0's huber: 27.4501
[71] valid_0's poisson: -90.0164 valid_0's huber: 27.4167
[72] valid_0's poisson: -90.0548 valid_0's huber: 27.3834
[73] valid_0's poisson: -90.0934 valid_0's huber: 27.3501
[74] valid_0's poisson: -90.1318 valid_0's huber: 27.3168
[75] valid_0's poisson: -90.1701 valid_0's huber: 27.2837
[76] valid_0's poisson: -90.2085 valid_0's huber: 27.2504
[77] valid_0's poisson: -90.2467 valid_0's huber: 27.2173
[78] valid_0's poisson: -90.2849 valid_0's huber: 27.1842
[79] valid_0's poisson: -90.323 valid_0's huber: 27.1511
[80] valid_0's poisson: -90.3611 valid_0's huber: 27.118
[81] valid_0's poisson: -90.3992 valid_0's huber: 27.0849
[82] valid_0's poisson: -90.4371 valid_0's huber: 27.052
[83] valid_0's poisson: -90.475 valid_0's huber: 27.019
[84] valid_0's poisson: -90.513 valid_0's huber: 26.986
[85] valid_0's poisson: -90.5507 valid_0's huber: 26.9531
[86] valid_0's poisson: -90.5885 valid_0's huber: 26.9202
[87] valid_0's poisson: -90.6261 valid_0's huber: 26.8874
[88] valid_0's poisson: -90.6638 valid_0's huber: 26.8546
[89] valid_0's poisson: -90.7012 valid_0's huber: 26.8218
[90] valid_0's poisson: -90.7388 valid_0's huber: 26.7891
[91] valid_0's poisson: -90.7761 valid_0's huber: 26.7565
[92] valid_0's poisson: -90.8136 valid_0's huber: 26.7238
[93] valid_0's poisson: -90.851 valid_0's huber: 26.6911
[94] valid_0's poisson: -90.8883 valid_0's huber: 26.6585
[95] valid_0's poisson: -90.9255 valid_0's huber: 26.626
[96] valid_0's poisson: -90.9627 valid_0's huber: 26.5934
[97] valid_0's poisson: -90.9998 valid_0's huber: 26.5609
[98] valid_0's poisson: -91.0368 valid_0's huber: 26.5285
[99] valid_0's poisson: -91.0738 valid_0's huber: 26.4962
[100] valid_0's poisson: -91.1106 valid_0's huber: 26.464
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2118 valid_0's huber: 29.8078
[2] valid_0's poisson: -87.254 valid_0's huber: 29.7727
[3] valid_0's poisson: -87.2961 valid_0's huber: 29.7377
[4] valid_0's poisson: -87.3382 valid_0's huber: 29.7027
[5] valid_0's poisson: -87.3801 valid_0's huber: 29.6678
[6] valid_0's poisson: -87.4221 valid_0's huber: 29.6329
[7] valid_0's poisson: -87.4639 valid_0's huber: 29.598
[8] valid_0's poisson: -87.5057 valid_0's huber: 29.5631
[9] valid_0's poisson: -87.5475 valid_0's huber: 29.5283
[10] valid_0's poisson: -87.5891 valid_0's huber: 29.4935
[11] valid_0's poisson: -87.6307 valid_0's huber: 29.4587
[12] valid_0's poisson: -87.6723 valid_0's huber: 29.4239
[13] valid_0's poisson: -87.7138 valid_0's huber: 29.3892
[14] valid_0's poisson: -87.7552 valid_0's huber: 29.3545
[15] valid_0's poisson: -87.7965 valid_0's huber: 29.3199
[16] valid_0's poisson: -87.8378 valid_0's huber: 29.2852
[17] valid_0's poisson: -87.8791 valid_0's huber: 29.2506
[18] valid_0's poisson: -87.9202 valid_0's huber: 29.216
[19] valid_0's poisson: -87.9613 valid_0's huber: 29.1814
[20] valid_0's poisson: -88.0024 valid_0's huber: 29.1469
[21] valid_0's poisson: -88.0434 valid_0's huber: 29.1124
[22] valid_0's poisson: -88.0843 valid_0's huber: 29.0779
[23] valid_0's poisson: -88.1252 valid_0's huber: 29.0435
[24] valid_0's poisson: -88.166 valid_0's huber: 29.009
[25] valid_0's poisson: -88.2068 valid_0's huber: 28.9746
[26] valid_0's poisson: -88.2474 valid_0's huber: 28.9403
[27] valid_0's poisson: -88.2881 valid_0's huber: 28.906
[28] valid_0's poisson: -88.3286 valid_0's huber: 28.8717
[29] valid_0's poisson: -88.3692 valid_0's huber: 28.8374
[30] valid_0's poisson: -88.4098 valid_0's huber: 28.8032
[31] valid_0's poisson: -88.4504 valid_0's huber: 28.769
[32] valid_0's poisson: -88.491 valid_0's huber: 28.7348
[33] valid_0's poisson: -88.5315 valid_0's huber: 28.7006
[34] valid_0's poisson: -88.5719 valid_0's huber: 28.6665
[35] valid_0's poisson: -88.6123 valid_0's huber: 28.6324
[36] valid_0's poisson: -88.6526 valid_0's huber: 28.5983
[37] valid_0's poisson: -88.6928 valid_0's huber: 28.5642
[38] valid_0's poisson: -88.733 valid_0's huber: 28.5302
[39] valid_0's poisson: -88.7731 valid_0's huber: 28.4962
[40] valid_0's poisson: -88.8132 valid_0's huber: 28.4622
[41] valid_0's poisson: -88.8532 valid_0's huber: 28.4282
[42] valid_0's poisson: -88.8931 valid_0's huber: 28.3943
[43] valid_0's poisson: -88.933 valid_0's huber: 28.3604
[44] valid_0's poisson: -88.9728 valid_0's huber: 28.3265
[45] valid_0's poisson: -89.0126 valid_0's huber: 28.2927
[46] valid_0's poisson: -89.0523 valid_0's huber: 28.2589
[47] valid_0's poisson: -89.0919 valid_0's huber: 28.2251
[48] valid_0's poisson: -89.1315 valid_0's huber: 28.1914
[49] valid_0's poisson: -89.171 valid_0's huber: 28.1577
[50] valid_0's poisson: -89.2105 valid_0's huber: 28.124
[51] valid_0's poisson: -89.2499 valid_0's huber: 28.0903
[52] valid_0's poisson: -89.2892 valid_0's huber: 28.0567
[53] valid_0's poisson: -89.3285 valid_0's huber: 28.0231
[54] valid_0's poisson: -89.3677 valid_0's huber: 27.9896
[55] valid_0's poisson: -89.4069 valid_0's huber: 27.9561
[56] valid_0's poisson: -89.446 valid_0's huber: 27.9225
[57] valid_0's poisson: -89.4851 valid_0's huber: 27.8891
[58] valid_0's poisson: -89.5238 valid_0's huber: 27.8559
[59] valid_0's poisson: -89.5628 valid_0's huber: 27.8225
[60] valid_0's poisson: -89.6015 valid_0's huber: 27.7893
[61] valid_0's poisson: -89.6404 valid_0's huber: 27.7559
[62] valid_0's poisson: -89.679 valid_0's huber: 27.7228
[63] valid_0's poisson: -89.7175 valid_0's huber: 27.6897
[64] valid_0's poisson: -89.7562 valid_0's huber: 27.6564
[65] valid_0's poisson: -89.7947 valid_0's huber: 27.6233
[66] valid_0's poisson: -89.8333 valid_0's huber: 27.59
[67] valid_0's poisson: -89.8718 valid_0's huber: 27.5568
[68] valid_0's poisson: -89.9101 valid_0's huber: 27.5239
[69] valid_0's poisson: -89.9486 valid_0's huber: 27.4907
[70] valid_0's poisson: -89.987 valid_0's huber: 27.4576
[71] valid_0's poisson: -90.0251 valid_0's huber: 27.4247
[72] valid_0's poisson: -90.0634 valid_0's huber: 27.3917
[73] valid_0's poisson: -90.1014 valid_0's huber: 27.3589
[74] valid_0's poisson: -90.1396 valid_0's huber: 27.3259
[75] valid_0's poisson: -90.1776 valid_0's huber: 27.2931
[76] valid_0's poisson: -90.2156 valid_0's huber: 27.2601
[77] valid_0's poisson: -90.2535 valid_0's huber: 27.2274
[78] valid_0's poisson: -90.2911 valid_0's huber: 27.1947
[79] valid_0's poisson: -90.3286 valid_0's huber: 27.162
[80] valid_0's poisson: -90.3662 valid_0's huber: 27.1293
[81] valid_0's poisson: -90.4039 valid_0's huber: 27.0965
[82] valid_0's poisson: -90.4412 valid_0's huber: 27.0639
[83] valid_0's poisson: -90.4788 valid_0's huber: 27.0312
[84] valid_0's poisson: -90.5161 valid_0's huber: 26.9987
[85] valid_0's poisson: -90.5535 valid_0's huber: 26.966
[86] valid_0's poisson: -90.5908 valid_0's huber: 26.9335
[87] valid_0's poisson: -90.6282 valid_0's huber: 26.9007
[88] valid_0's poisson: -90.6653 valid_0's huber: 26.8683
[89] valid_0's poisson: -90.7025 valid_0's huber: 26.8357
[90] valid_0's poisson: -90.7395 valid_0's huber: 26.8032
[91] valid_0's poisson: -90.7766 valid_0's huber: 26.7708
[92] valid_0's poisson: -90.8135 valid_0's huber: 26.7384
[93] valid_0's poisson: -90.8505 valid_0's huber: 26.706
[94] valid_0's poisson: -90.8874 valid_0's huber: 26.6737
[95] valid_0's poisson: -90.924 valid_0's huber: 26.6416
[96] valid_0's poisson: -90.9609 valid_0's huber: 26.6092
[97] valid_0's poisson: -90.9977 valid_0's huber: 26.577
[98] valid_0's poisson: -91.0342 valid_0's huber: 26.5449
[99] valid_0's poisson: -91.071 valid_0's huber: 26.5126
[100] valid_0's poisson: -91.1074 valid_0's huber: 26.4806
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2184 valid_0's huber: 29.7587
[2] valid_0's poisson: -87.2607 valid_0's huber: 29.7239
[3] valid_0's poisson: -87.303 valid_0's huber: 29.689
[4] valid_0's poisson: -87.3452 valid_0's huber: 29.6542
[5] valid_0's poisson: -87.3874 valid_0's huber: 29.6194
[6] valid_0's poisson: -87.4294 valid_0's huber: 29.5846
[7] valid_0's poisson: -87.4715 valid_0's huber: 29.5499
[8] valid_0's poisson: -87.5134 valid_0's huber: 29.5152
[9] valid_0's poisson: -87.5553 valid_0's huber: 29.4805
[10] valid_0's poisson: -87.5971 valid_0's huber: 29.4458
[11] valid_0's poisson: -87.6389 valid_0's huber: 29.4112
[12] valid_0's poisson: -87.6805 valid_0's huber: 29.3766
[13] valid_0's poisson: -87.7221 valid_0's huber: 29.342
[14] valid_0's poisson: -87.7637 valid_0's huber: 29.3075
[15] valid_0's poisson: -87.8051 valid_0's huber: 29.273
[16] valid_0's poisson: -87.8465 valid_0's huber: 29.2385
[17] valid_0's poisson: -87.8879 valid_0's huber: 29.2041
[18] valid_0's poisson: -87.9292 valid_0's huber: 29.1696
[19] valid_0's poisson: -87.9704 valid_0's huber: 29.1352
[20] valid_0's poisson: -88.0115 valid_0's huber: 29.1009
[21] valid_0's poisson: -88.0526 valid_0's huber: 29.0666
[22] valid_0's poisson: -88.0936 valid_0's huber: 29.0323
[23] valid_0's poisson: -88.1345 valid_0's huber: 28.998
[24] valid_0's poisson: -88.1754 valid_0's huber: 28.9638
[25] valid_0's poisson: -88.2162 valid_0's huber: 28.9296
[26] valid_0's poisson: -88.257 valid_0's huber: 28.8954
[27] valid_0's poisson: -88.2977 valid_0's huber: 28.8612
[28] valid_0's poisson: -88.3387 valid_0's huber: 28.8269
[29] valid_0's poisson: -88.3796 valid_0's huber: 28.7926
[30] valid_0's poisson: -88.4199 valid_0's huber: 28.7587
[31] valid_0's poisson: -88.4606 valid_0's huber: 28.7245
[32] valid_0's poisson: -88.5014 valid_0's huber: 28.6902
[33] valid_0's poisson: -88.5415 valid_0's huber: 28.6564
[34] valid_0's poisson: -88.5821 valid_0's huber: 28.6223
[35] valid_0's poisson: -88.6226 valid_0's huber: 28.5881
[36] valid_0's poisson: -88.6631 valid_0's huber: 28.554
[37] valid_0's poisson: -88.703 valid_0's huber: 28.5203
[38] valid_0's poisson: -88.7433 valid_0's huber: 28.4863
[39] valid_0's poisson: -88.7831 valid_0's huber: 28.4526
[40] valid_0's poisson: -88.8233 valid_0's huber: 28.4187
[41] valid_0's poisson: -88.863 valid_0's huber: 28.3851
[42] valid_0's poisson: -88.9031 valid_0's huber: 28.3512
[43] valid_0's poisson: -88.9429 valid_0's huber: 28.3174
[44] valid_0's poisson: -88.9829 valid_0's huber: 28.2835
[45] valid_0's poisson: -89.0228 valid_0's huber: 28.2497
[46] valid_0's poisson: -89.0627 valid_0's huber: 28.2159
[47] valid_0's poisson: -89.1021 valid_0's huber: 28.1824
[48] valid_0's poisson: -89.1418 valid_0's huber: 28.1487
[49] valid_0's poisson: -89.1815 valid_0's huber: 28.115
[50] valid_0's poisson: -89.2212 valid_0's huber: 28.0813
[51] valid_0's poisson: -89.2607 valid_0's huber: 28.0477
[52] valid_0's poisson: -89.2998 valid_0's huber: 28.0143
[53] valid_0's poisson: -89.3392 valid_0's huber: 27.9808
[54] valid_0's poisson: -89.3787 valid_0's huber: 27.9472
[55] valid_0's poisson: -89.4181 valid_0's huber: 27.9136
[56] valid_0's poisson: -89.4574 valid_0's huber: 27.8801
[57] valid_0's poisson: -89.4967 valid_0's huber: 27.8466
[58] valid_0's poisson: -89.5358 valid_0's huber: 27.8132
[59] valid_0's poisson: -89.575 valid_0's huber: 27.7797
[60] valid_0's poisson: -89.6141 valid_0's huber: 27.7463
[61] valid_0's poisson: -89.6532 valid_0's huber: 27.7128
[62] valid_0's poisson: -89.6922 valid_0's huber: 27.6793
[63] valid_0's poisson: -89.7307 valid_0's huber: 27.6462
[64] valid_0's poisson: -89.7696 valid_0's huber: 27.6129
[65] valid_0's poisson: -89.8083 valid_0's huber: 27.5797
[66] valid_0's poisson: -89.847 valid_0's huber: 27.5465
[67] valid_0's poisson: -89.8857 valid_0's huber: 27.5132
[68] valid_0's poisson: -89.9243 valid_0's huber: 27.4801
[69] valid_0's poisson: -89.9625 valid_0's huber: 27.4471
[70] valid_0's poisson: -90.001 valid_0's huber: 27.414
[71] valid_0's poisson: -90.0395 valid_0's huber: 27.3809
[72] valid_0's poisson: -90.0778 valid_0's huber: 27.3478
[73] valid_0's poisson: -90.1162 valid_0's huber: 27.3147
[74] valid_0's poisson: -90.1541 valid_0's huber: 27.2818
[75] valid_0's poisson: -90.1924 valid_0's huber: 27.2489
[76] valid_0's poisson: -90.2305 valid_0's huber: 27.2159
[77] valid_0's poisson: -90.2685 valid_0's huber: 27.1831
[78] valid_0's poisson: -90.3066 valid_0's huber: 27.1502
[79] valid_0's poisson: -90.3445 valid_0's huber: 27.1175
[80] valid_0's poisson: -90.3825 valid_0's huber: 27.0846
[81] valid_0's poisson: -90.4203 valid_0's huber: 27.0519
[82] valid_0's poisson: -90.4582 valid_0's huber: 27.0191
[83] valid_0's poisson: -90.4959 valid_0's huber: 26.9864
[84] valid_0's poisson: -90.5336 valid_0's huber: 26.9538
[85] valid_0's poisson: -90.5712 valid_0's huber: 26.9212
[86] valid_0's poisson: -90.6086 valid_0's huber: 26.8887
[87] valid_0's poisson: -90.6458 valid_0's huber: 26.8563
[88] valid_0's poisson: -90.6831 valid_0's huber: 26.8239
[89] valid_0's poisson: -90.7204 valid_0's huber: 26.7916
[90] valid_0's poisson: -90.7575 valid_0's huber: 26.7593
[91] valid_0's poisson: -90.7947 valid_0's huber: 26.727
[92] valid_0's poisson: -90.8318 valid_0's huber: 26.6947
[93] valid_0's poisson: -90.8686 valid_0's huber: 26.6623
[94] valid_0's poisson: -90.9059 valid_0's huber: 26.6299
[95] valid_0's poisson: -90.9427 valid_0's huber: 26.5977
[96] valid_0's poisson: -90.9798 valid_0's huber: 26.5654
[97] valid_0's poisson: -91.0166 valid_0's huber: 26.5333
[98] valid_0's poisson: -91.0533 valid_0's huber: 26.5012
[99] valid_0's poisson: -91.0902 valid_0's huber: 26.469
[100] valid_0's poisson: -91.1269 valid_0's huber: 26.4369
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2046 valid_0's huber: 29.8506
[2] valid_0's poisson: -87.2467 valid_0's huber: 29.8158
[3] valid_0's poisson: -87.2876 valid_0's huber: 29.7812
[4] valid_0's poisson: -87.3284 valid_0's huber: 29.7466
[5] valid_0's poisson: -87.3703 valid_0's huber: 29.7119
[6] valid_0's poisson: -87.411 valid_0's huber: 29.6773
[7] valid_0's poisson: -87.4528 valid_0's huber: 29.6427
[8] valid_0's poisson: -87.4933 valid_0's huber: 29.6082
[9] valid_0's poisson: -87.535 valid_0's huber: 29.5736
[10] valid_0's poisson: -87.5764 valid_0's huber: 29.5394
[11] valid_0's poisson: -87.6177 valid_0's huber: 29.5052
[12] valid_0's poisson: -87.6593 valid_0's huber: 29.4707
[13] valid_0's poisson: -87.7005 valid_0's huber: 29.4365
[14] valid_0's poisson: -87.7419 valid_0's huber: 29.402
[15] valid_0's poisson: -87.783 valid_0's huber: 29.3679
[16] valid_0's poisson: -87.8241 valid_0's huber: 29.3338
[17] valid_0's poisson: -87.8654 valid_0's huber: 29.2993
[18] valid_0's poisson: -87.9063 valid_0's huber: 29.2653
[19] valid_0's poisson: -87.9474 valid_0's huber: 29.231
[20] valid_0's poisson: -87.9882 valid_0's huber: 29.197
[21] valid_0's poisson: -88.0289 valid_0's huber: 29.1631
[22] valid_0's poisson: -88.0699 valid_0's huber: 29.1288
[23] valid_0's poisson: -88.1103 valid_0's huber: 29.0948
[24] valid_0's poisson: -88.1509 valid_0's huber: 29.061
[25] valid_0's poisson: -88.1916 valid_0's huber: 29.0268
[26] valid_0's poisson: -88.2319 valid_0's huber: 28.9929
[27] valid_0's poisson: -88.2723 valid_0's huber: 28.959
[28] valid_0's poisson: -88.3125 valid_0's huber: 28.9251
[29] valid_0's poisson: -88.353 valid_0's huber: 28.8911
[30] valid_0's poisson: -88.3935 valid_0's huber: 28.857
[31] valid_0's poisson: -88.4335 valid_0's huber: 28.8232
[32] valid_0's poisson: -88.4738 valid_0's huber: 28.7893
[33] valid_0's poisson: -88.5138 valid_0's huber: 28.7557
[34] valid_0's poisson: -88.5536 valid_0's huber: 28.722
[35] valid_0's poisson: -88.5938 valid_0's huber: 28.6882
[36] valid_0's poisson: -88.6336 valid_0's huber: 28.6546
[37] valid_0's poisson: -88.6736 valid_0's huber: 28.6208
[38] valid_0's poisson: -88.7134 valid_0's huber: 28.5873
[39] valid_0's poisson: -88.7534 valid_0's huber: 28.5535
[40] valid_0's poisson: -88.793 valid_0's huber: 28.52
[41] valid_0's poisson: -88.8329 valid_0's huber: 28.4863
[42] valid_0's poisson: -88.8727 valid_0's huber: 28.4525
[43] valid_0's poisson: -88.912 valid_0's huber: 28.419
[44] valid_0's poisson: -88.9518 valid_0's huber: 28.3853
[45] valid_0's poisson: -88.9911 valid_0's huber: 28.352
[46] valid_0's poisson: -89.0308 valid_0's huber: 28.3183
[47] valid_0's poisson: -89.0701 valid_0's huber: 28.285
[48] valid_0's poisson: -89.1091 valid_0's huber: 28.2516
[49] valid_0's poisson: -89.1488 valid_0's huber: 28.2178
[50] valid_0's poisson: -89.1883 valid_0's huber: 28.184
[51] valid_0's poisson: -89.2275 valid_0's huber: 28.1508
[52] valid_0's poisson: -89.2667 valid_0's huber: 28.1174
[53] valid_0's poisson: -89.3059 valid_0's huber: 28.0839
[54] valid_0's poisson: -89.345 valid_0's huber: 28.0505
[55] valid_0's poisson: -89.3841 valid_0's huber: 28.0171
[56] valid_0's poisson: -89.4234 valid_0's huber: 27.9834
[57] valid_0's poisson: -89.462 valid_0's huber: 27.9502
[58] valid_0's poisson: -89.501 valid_0's huber: 27.9169
[59] valid_0's poisson: -89.5401 valid_0's huber: 27.8833
[60] valid_0's poisson: -89.579 valid_0's huber: 27.85
[61] valid_0's poisson: -89.618 valid_0's huber: 27.8164
[62] valid_0's poisson: -89.6568 valid_0's huber: 27.7831
[63] valid_0's poisson: -89.6955 valid_0's huber: 27.7499
[64] valid_0's poisson: -89.7343 valid_0's huber: 27.7164
[65] valid_0's poisson: -89.7726 valid_0's huber: 27.6835
[66] valid_0's poisson: -89.8113 valid_0's huber: 27.6501
[67] valid_0's poisson: -89.8498 valid_0's huber: 27.617
[68] valid_0's poisson: -89.8879 valid_0's huber: 27.584
[69] valid_0's poisson: -89.9264 valid_0's huber: 27.5507
[70] valid_0's poisson: -89.9649 valid_0's huber: 27.5174
[71] valid_0's poisson: -90.0033 valid_0's huber: 27.4842
[72] valid_0's poisson: -90.0413 valid_0's huber: 27.4514
[73] valid_0's poisson: -90.0797 valid_0's huber: 27.4182
[74] valid_0's poisson: -90.1179 valid_0's huber: 27.3851
[75] valid_0's poisson: -90.1558 valid_0's huber: 27.3524
[76] valid_0's poisson: -90.194 valid_0's huber: 27.3192
[77] valid_0's poisson: -90.232 valid_0's huber: 27.2864
[78] valid_0's poisson: -90.2699 valid_0's huber: 27.2536
[79] valid_0's poisson: -90.3074 valid_0's huber: 27.221
[80] valid_0's poisson: -90.3453 valid_0's huber: 27.1882
[81] valid_0's poisson: -90.383 valid_0's huber: 27.1555
[82] valid_0's poisson: -90.4208 valid_0's huber: 27.1226
[83] valid_0's poisson: -90.4583 valid_0's huber: 27.0902
[84] valid_0's poisson: -90.4958 valid_0's huber: 27.0576
[85] valid_0's poisson: -90.5333 valid_0's huber: 27.0251
[86] valid_0's poisson: -90.5708 valid_0's huber: 26.9925
[87] valid_0's poisson: -90.6081 valid_0's huber: 26.9601
[88] valid_0's poisson: -90.6454 valid_0's huber: 26.9276
[89] valid_0's poisson: -90.6828 valid_0's huber: 26.8951
[90] valid_0's poisson: -90.7202 valid_0's huber: 26.8625
[91] valid_0's poisson: -90.7574 valid_0's huber: 26.8301
[92] valid_0's poisson: -90.7947 valid_0's huber: 26.7975
[93] valid_0's poisson: -90.8318 valid_0's huber: 26.7652
[94] valid_0's poisson: -90.869 valid_0's huber: 26.7327
[95] valid_0's poisson: -90.9059 valid_0's huber: 26.7003
[96] valid_0's poisson: -90.9428 valid_0's huber: 26.6681
[97] valid_0's poisson: -90.9796 valid_0's huber: 26.6358
[98] valid_0's poisson: -91.0165 valid_0's huber: 26.6035
[99] valid_0's poisson: -91.0534 valid_0's huber: 26.5712
[100] valid_0's poisson: -91.0902 valid_0's huber: 26.539
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1764 valid_0's huber: 29.8095
[2] valid_0's poisson: -87.1791 valid_0's huber: 29.8073
[3] valid_0's poisson: -87.1818 valid_0's huber: 29.805
[4] valid_0's poisson: -87.1845 valid_0's huber: 29.8028
[5] valid_0's poisson: -87.1872 valid_0's huber: 29.8006
[6] valid_0's poisson: -87.1899 valid_0's huber: 29.7983
[7] valid_0's poisson: -87.1926 valid_0's huber: 29.7961
[8] valid_0's poisson: -87.1952 valid_0's huber: 29.7939
[9] valid_0's poisson: -87.1979 valid_0's huber: 29.7916
[10] valid_0's poisson: -87.2006 valid_0's huber: 29.7894
[11] valid_0's poisson: -87.2033 valid_0's huber: 29.7872
[12] valid_0's poisson: -87.206 valid_0's huber: 29.7849
[13] valid_0's poisson: -87.2087 valid_0's huber: 29.7827
[14] valid_0's poisson: -87.2114 valid_0's huber: 29.7804
[15] valid_0's poisson: -87.2141 valid_0's huber: 29.7782
[16] valid_0's poisson: -87.2168 valid_0's huber: 29.776
[17] valid_0's poisson: -87.2195 valid_0's huber: 29.7737
[18] valid_0's poisson: -87.2221 valid_0's huber: 29.7715
[19] valid_0's poisson: -87.2248 valid_0's huber: 29.7693
[20] valid_0's poisson: -87.2275 valid_0's huber: 29.767
[21] valid_0's poisson: -87.2302 valid_0's huber: 29.7648
[22] valid_0's poisson: -87.2329 valid_0's huber: 29.7626
[23] valid_0's poisson: -87.2356 valid_0's huber: 29.7603
[24] valid_0's poisson: -87.2383 valid_0's huber: 29.7581
[25] valid_0's poisson: -87.241 valid_0's huber: 29.7559
[26] valid_0's poisson: -87.2436 valid_0's huber: 29.7536
[27] valid_0's poisson: -87.2463 valid_0's huber: 29.7514
[28] valid_0's poisson: -87.249 valid_0's huber: 29.7492
[29] valid_0's poisson: -87.2517 valid_0's huber: 29.7469
[30] valid_0's poisson: -87.2544 valid_0's huber: 29.7447
[31] valid_0's poisson: -87.2571 valid_0's huber: 29.7425
[32] valid_0's poisson: -87.2598 valid_0's huber: 29.7402
[33] valid_0's poisson: -87.2624 valid_0's huber: 29.738
[34] valid_0's poisson: -87.2651 valid_0's huber: 29.7358
[35] valid_0's poisson: -87.2678 valid_0's huber: 29.7335
[36] valid_0's poisson: -87.2705 valid_0's huber: 29.7313
[37] valid_0's poisson: -87.2732 valid_0's huber: 29.7291
[38] valid_0's poisson: -87.2759 valid_0's huber: 29.7268
[39] valid_0's poisson: -87.2786 valid_0's huber: 29.7246
[40] valid_0's poisson: -87.2812 valid_0's huber: 29.7224
[41] valid_0's poisson: -87.2839 valid_0's huber: 29.7201
[42] valid_0's poisson: -87.2866 valid_0's huber: 29.7179
[43] valid_0's poisson: -87.2893 valid_0's huber: 29.7157
[44] valid_0's poisson: -87.292 valid_0's huber: 29.7134
[45] valid_0's poisson: -87.2947 valid_0's huber: 29.7112
[46] valid_0's poisson: -87.2973 valid_0's huber: 29.709
[47] valid_0's poisson: -87.3 valid_0's huber: 29.7067
[48] valid_0's poisson: -87.3027 valid_0's huber: 29.7045
[49] valid_0's poisson: -87.3054 valid_0's huber: 29.7023
[50] valid_0's poisson: -87.3081 valid_0's huber: 29.7
[51] valid_0's poisson: -87.3108 valid_0's huber: 29.6978
[52] valid_0's poisson: -87.3134 valid_0's huber: 29.6956
[53] valid_0's poisson: -87.3161 valid_0's huber: 29.6933
[54] valid_0's poisson: -87.3188 valid_0's huber: 29.6911
[55] valid_0's poisson: -87.3215 valid_0's huber: 29.6889
[56] valid_0's poisson: -87.3242 valid_0's huber: 29.6866
[57] valid_0's poisson: -87.3268 valid_0's huber: 29.6844
[58] valid_0's poisson: -87.3295 valid_0's huber: 29.6822
[59] valid_0's poisson: -87.3322 valid_0's huber: 29.6799
[60] valid_0's poisson: -87.3349 valid_0's huber: 29.6777
[61] valid_0's poisson: -87.3376 valid_0's huber: 29.6755
[62] valid_0's poisson: -87.3402 valid_0's huber: 29.6732
[63] valid_0's poisson: -87.3429 valid_0's huber: 29.671
[64] valid_0's poisson: -87.3456 valid_0's huber: 29.6688
[65] valid_0's poisson: -87.3483 valid_0's huber: 29.6665
[66] valid_0's poisson: -87.351 valid_0's huber: 29.6643
[67] valid_0's poisson: -87.3536 valid_0's huber: 29.6621
[68] valid_0's poisson: -87.3563 valid_0's huber: 29.6598
[69] valid_0's poisson: -87.359 valid_0's huber: 29.6576
[70] valid_0's poisson: -87.3617 valid_0's huber: 29.6554
[71] valid_0's poisson: -87.3644 valid_0's huber: 29.6531
[72] valid_0's poisson: -87.367 valid_0's huber: 29.6509
[73] valid_0's poisson: -87.3697 valid_0's huber: 29.6487
[74] valid_0's poisson: -87.3724 valid_0's huber: 29.6464
[75] valid_0's poisson: -87.3751 valid_0's huber: 29.6442
[76] valid_0's poisson: -87.3777 valid_0's huber: 29.642
[77] valid_0's poisson: -87.3804 valid_0's huber: 29.6398
[78] valid_0's poisson: -87.3831 valid_0's huber: 29.6375
[79] valid_0's poisson: -87.3858 valid_0's huber: 29.6353
[80] valid_0's poisson: -87.3884 valid_0's huber: 29.6331
[81] valid_0's poisson: -87.3911 valid_0's huber: 29.6308
[82] valid_0's poisson: -87.3938 valid_0's huber: 29.6286
[83] valid_0's poisson: -87.3965 valid_0's huber: 29.6264
[84] valid_0's poisson: -87.3992 valid_0's huber: 29.6241
[85] valid_0's poisson: -87.4019 valid_0's huber: 29.6219
[86] valid_0's poisson: -87.4046 valid_0's huber: 29.6196
[87] valid_0's poisson: -87.4073 valid_0's huber: 29.6174
[88] valid_0's poisson: -87.41 valid_0's huber: 29.6151
[89] valid_0's poisson: -87.4127 valid_0's huber: 29.6129
[90] valid_0's poisson: -87.4154 valid_0's huber: 29.6107
[91] valid_0's poisson: -87.4181 valid_0's huber: 29.6084
[92] valid_0's poisson: -87.4208 valid_0's huber: 29.6062
[93] valid_0's poisson: -87.4235 valid_0's huber: 29.6039
[94] valid_0's poisson: -87.4262 valid_0's huber: 29.6017
[95] valid_0's poisson: -87.4289 valid_0's huber: 29.5994
[96] valid_0's poisson: -87.4316 valid_0's huber: 29.5972
[97] valid_0's poisson: -87.4343 valid_0's huber: 29.595
[98] valid_0's poisson: -87.437 valid_0's huber: 29.5927
[99] valid_0's poisson: -87.4397 valid_0's huber: 29.5905
[100] valid_0's poisson: -87.4424 valid_0's huber: 29.5882
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1767 valid_0's huber: 29.8075
[2] valid_0's poisson: -87.1793 valid_0's huber: 29.8053
[3] valid_0's poisson: -87.182 valid_0's huber: 29.8031
[4] valid_0's poisson: -87.1847 valid_0's huber: 29.8008
[5] valid_0's poisson: -87.1874 valid_0's huber: 29.7986
[6] valid_0's poisson: -87.1901 valid_0's huber: 29.7964
[7] valid_0's poisson: -87.1928 valid_0's huber: 29.7942
[8] valid_0's poisson: -87.1955 valid_0's huber: 29.792
[9] valid_0's poisson: -87.1981 valid_0's huber: 29.7898
[10] valid_0's poisson: -87.2008 valid_0's huber: 29.7876
[11] valid_0's poisson: -87.2035 valid_0's huber: 29.7854
[12] valid_0's poisson: -87.2062 valid_0's huber: 29.7832
[13] valid_0's poisson: -87.2089 valid_0's huber: 29.781
[14] valid_0's poisson: -87.2116 valid_0's huber: 29.7788
[15] valid_0's poisson: -87.2143 valid_0's huber: 29.7765
[16] valid_0's poisson: -87.2169 valid_0's huber: 29.7743
[17] valid_0's poisson: -87.2196 valid_0's huber: 29.7721
[18] valid_0's poisson: -87.2223 valid_0's huber: 29.7699
[19] valid_0's poisson: -87.225 valid_0's huber: 29.7677
[20] valid_0's poisson: -87.2277 valid_0's huber: 29.7655
[21] valid_0's poisson: -87.2304 valid_0's huber: 29.7633
[22] valid_0's poisson: -87.233 valid_0's huber: 29.7611
[23] valid_0's poisson: -87.2357 valid_0's huber: 29.7589
[24] valid_0's poisson: -87.2384 valid_0's huber: 29.7567
[25] valid_0's poisson: -87.2411 valid_0's huber: 29.7545
[26] valid_0's poisson: -87.2438 valid_0's huber: 29.7522
[27] valid_0's poisson: -87.2465 valid_0's huber: 29.75
[28] valid_0's poisson: -87.2491 valid_0's huber: 29.7478
[29] valid_0's poisson: -87.2518 valid_0's huber: 29.7456
[30] valid_0's poisson: -87.2545 valid_0's huber: 29.7434
[31] valid_0's poisson: -87.2572 valid_0's huber: 29.7412
[32] valid_0's poisson: -87.2599 valid_0's huber: 29.739
[33] valid_0's poisson: -87.2626 valid_0's huber: 29.7367
[34] valid_0's poisson: -87.2652 valid_0's huber: 29.7345
[35] valid_0's poisson: -87.2679 valid_0's huber: 29.7323
[36] valid_0's poisson: -87.2706 valid_0's huber: 29.7301
[37] valid_0's poisson: -87.2733 valid_0's huber: 29.7279
[38] valid_0's poisson: -87.276 valid_0's huber: 29.7257
[39] valid_0's poisson: -87.2786 valid_0's huber: 29.7234
[40] valid_0's poisson: -87.2813 valid_0's huber: 29.7212
[41] valid_0's poisson: -87.284 valid_0's huber: 29.719
[42] valid_0's poisson: -87.2867 valid_0's huber: 29.7168
[43] valid_0's poisson: -87.2894 valid_0's huber: 29.7146
[44] valid_0's poisson: -87.292 valid_0's huber: 29.7124
[45] valid_0's poisson: -87.2947 valid_0's huber: 29.7102
[46] valid_0's poisson: -87.2974 valid_0's huber: 29.7079
[47] valid_0's poisson: -87.3001 valid_0's huber: 29.7057
[48] valid_0's poisson: -87.3028 valid_0's huber: 29.7035
[49] valid_0's poisson: -87.3054 valid_0's huber: 29.7013
[50] valid_0's poisson: -87.3081 valid_0's huber: 29.6991
[51] valid_0's poisson: -87.3108 valid_0's huber: 29.6969
[52] valid_0's poisson: -87.3135 valid_0's huber: 29.6947
[53] valid_0's poisson: -87.3161 valid_0's huber: 29.6925
[54] valid_0's poisson: -87.3188 valid_0's huber: 29.6902
[55] valid_0's poisson: -87.3215 valid_0's huber: 29.688
[56] valid_0's poisson: -87.3242 valid_0's huber: 29.6858
[57] valid_0's poisson: -87.3269 valid_0's huber: 29.6836
[58] valid_0's poisson: -87.3295 valid_0's huber: 29.6814
[59] valid_0's poisson: -87.3322 valid_0's huber: 29.6792
[60] valid_0's poisson: -87.3349 valid_0's huber: 29.677
[61] valid_0's poisson: -87.3376 valid_0's huber: 29.6748
[62] valid_0's poisson: -87.3402 valid_0's huber: 29.6726
[63] valid_0's poisson: -87.3429 valid_0's huber: 29.6703
[64] valid_0's poisson: -87.3456 valid_0's huber: 29.6681
[65] valid_0's poisson: -87.3483 valid_0's huber: 29.6659
[66] valid_0's poisson: -87.3509 valid_0's huber: 29.6637
[67] valid_0's poisson: -87.3536 valid_0's huber: 29.6615
[68] valid_0's poisson: -87.3563 valid_0's huber: 29.6593
[69] valid_0's poisson: -87.359 valid_0's huber: 29.6571
[70] valid_0's poisson: -87.3617 valid_0's huber: 29.6549
[71] valid_0's poisson: -87.3643 valid_0's huber: 29.6527
[72] valid_0's poisson: -87.367 valid_0's huber: 29.6504
[73] valid_0's poisson: -87.3697 valid_0's huber: 29.6482
[74] valid_0's poisson: -87.3723 valid_0's huber: 29.646
[75] valid_0's poisson: -87.375 valid_0's huber: 29.6438
[76] valid_0's poisson: -87.3777 valid_0's huber: 29.6416
[77] valid_0's poisson: -87.3804 valid_0's huber: 29.6394
[78] valid_0's poisson: -87.383 valid_0's huber: 29.6372
[79] valid_0's poisson: -87.3857 valid_0's huber: 29.635
[80] valid_0's poisson: -87.3884 valid_0's huber: 29.6328
[81] valid_0's poisson: -87.3911 valid_0's huber: 29.6306
[82] valid_0's poisson: -87.3937 valid_0's huber: 29.6284
[83] valid_0's poisson: -87.3964 valid_0's huber: 29.6261
[84] valid_0's poisson: -87.3991 valid_0's huber: 29.6239
[85] valid_0's poisson: -87.4017 valid_0's huber: 29.6217
[86] valid_0's poisson: -87.4044 valid_0's huber: 29.6195
[87] valid_0's poisson: -87.4071 valid_0's huber: 29.6173
[88] valid_0's poisson: -87.4097 valid_0's huber: 29.6151
[89] valid_0's poisson: -87.4124 valid_0's huber: 29.6129
[90] valid_0's poisson: -87.4151 valid_0's huber: 29.6107
[91] valid_0's poisson: -87.4178 valid_0's huber: 29.6085
[92] valid_0's poisson: -87.4204 valid_0's huber: 29.6063
[93] valid_0's poisson: -87.4231 valid_0's huber: 29.6041
[94] valid_0's poisson: -87.4258 valid_0's huber: 29.6018
[95] valid_0's poisson: -87.4284 valid_0's huber: 29.5996
[96] valid_0's poisson: -87.4311 valid_0's huber: 29.5974
[97] valid_0's poisson: -87.4338 valid_0's huber: 29.5952
[98] valid_0's poisson: -87.4364 valid_0's huber: 29.593
[99] valid_0's poisson: -87.4391 valid_0's huber: 29.5908
[100] valid_0's poisson: -87.4418 valid_0's huber: 29.5886
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1723 valid_0's huber: 29.8406
[2] valid_0's poisson: -87.175 valid_0's huber: 29.8384
[3] valid_0's poisson: -87.1777 valid_0's huber: 29.8361
[4] valid_0's poisson: -87.1804 valid_0's huber: 29.8339
[5] valid_0's poisson: -87.1831 valid_0's huber: 29.8316
[6] valid_0's poisson: -87.1858 valid_0's huber: 29.8294
[7] valid_0's poisson: -87.1885 valid_0's huber: 29.8271
[8] valid_0's poisson: -87.1912 valid_0's huber: 29.8249
[9] valid_0's poisson: -87.1939 valid_0's huber: 29.8226
[10] valid_0's poisson: -87.1966 valid_0's huber: 29.8204
[11] valid_0's poisson: -87.1993 valid_0's huber: 29.8181
[12] valid_0's poisson: -87.202 valid_0's huber: 29.8159
[13] valid_0's poisson: -87.2047 valid_0's huber: 29.8136
[14] valid_0's poisson: -87.2074 valid_0's huber: 29.8114
[15] valid_0's poisson: -87.2101 valid_0's huber: 29.8091
[16] valid_0's poisson: -87.2128 valid_0's huber: 29.8069
[17] valid_0's poisson: -87.2155 valid_0's huber: 29.8046
[18] valid_0's poisson: -87.2182 valid_0's huber: 29.8024
[19] valid_0's poisson: -87.2208 valid_0's huber: 29.8001
[20] valid_0's poisson: -87.2235 valid_0's huber: 29.7979
[21] valid_0's poisson: -87.2262 valid_0's huber: 29.7956
[22] valid_0's poisson: -87.2289 valid_0's huber: 29.7934
[23] valid_0's poisson: -87.2316 valid_0's huber: 29.7911
[24] valid_0's poisson: -87.2343 valid_0's huber: 29.7889
[25] valid_0's poisson: -87.237 valid_0's huber: 29.7866
[26] valid_0's poisson: -87.2397 valid_0's huber: 29.7844
[27] valid_0's poisson: -87.2424 valid_0's huber: 29.7821
[28] valid_0's poisson: -87.2451 valid_0's huber: 29.7799
[29] valid_0's poisson: -87.2478 valid_0's huber: 29.7776
[30] valid_0's poisson: -87.2505 valid_0's huber: 29.7754
[31] valid_0's poisson: -87.2532 valid_0's huber: 29.7732
[32] valid_0's poisson: -87.2559 valid_0's huber: 29.7709
[33] valid_0's poisson: -87.2586 valid_0's huber: 29.7687
[34] valid_0's poisson: -87.2613 valid_0's huber: 29.7664
[35] valid_0's poisson: -87.264 valid_0's huber: 29.7642
[36] valid_0's poisson: -87.2666 valid_0's huber: 29.7619
[37] valid_0's poisson: -87.2693 valid_0's huber: 29.7597
[38] valid_0's poisson: -87.272 valid_0's huber: 29.7574
[39] valid_0's poisson: -87.2747 valid_0's huber: 29.7552
[40] valid_0's poisson: -87.2774 valid_0's huber: 29.7529
[41] valid_0's poisson: -87.2801 valid_0's huber: 29.7507
[42] valid_0's poisson: -87.2828 valid_0's huber: 29.7484
[43] valid_0's poisson: -87.2855 valid_0's huber: 29.7462
[44] valid_0's poisson: -87.2882 valid_0's huber: 29.7439
[45] valid_0's poisson: -87.2909 valid_0's huber: 29.7417
[46] valid_0's poisson: -87.2936 valid_0's huber: 29.7395
[47] valid_0's poisson: -87.2962 valid_0's huber: 29.7372
[48] valid_0's poisson: -87.2989 valid_0's huber: 29.735
[49] valid_0's poisson: -87.3016 valid_0's huber: 29.7327
[50] valid_0's poisson: -87.3043 valid_0's huber: 29.7305
[51] valid_0's poisson: -87.307 valid_0's huber: 29.7282
[52] valid_0's poisson: -87.3097 valid_0's huber: 29.726
[53] valid_0's poisson: -87.3124 valid_0's huber: 29.7237
[54] valid_0's poisson: -87.3151 valid_0's huber: 29.7215
[55] valid_0's poisson: -87.3177 valid_0's huber: 29.7192
[56] valid_0's poisson: -87.3204 valid_0's huber: 29.717
[57] valid_0's poisson: -87.3231 valid_0's huber: 29.7148
[58] valid_0's poisson: -87.3258 valid_0's huber: 29.7125
[59] valid_0's poisson: -87.3285 valid_0's huber: 29.7103
[60] valid_0's poisson: -87.3312 valid_0's huber: 29.708
[61] valid_0's poisson: -87.3339 valid_0's huber: 29.7058
[62] valid_0's poisson: -87.3366 valid_0's huber: 29.7035
[63] valid_0's poisson: -87.3392 valid_0's huber: 29.7013
[64] valid_0's poisson: -87.3419 valid_0's huber: 29.699
[65] valid_0's poisson: -87.3446 valid_0's huber: 29.6968
[66] valid_0's poisson: -87.3473 valid_0's huber: 29.6946
[67] valid_0's poisson: -87.35 valid_0's huber: 29.6923
[68] valid_0's poisson: -87.3527 valid_0's huber: 29.6901
[69] valid_0's poisson: -87.3553 valid_0's huber: 29.6878
[70] valid_0's poisson: -87.358 valid_0's huber: 29.6856
[71] valid_0's poisson: -87.3607 valid_0's huber: 29.6833
[72] valid_0's poisson: -87.3634 valid_0's huber: 29.6811
[73] valid_0's poisson: -87.3661 valid_0's huber: 29.6789
[74] valid_0's poisson: -87.3688 valid_0's huber: 29.6766
[75] valid_0's poisson: -87.3714 valid_0's huber: 29.6744
[76] valid_0's poisson: -87.3741 valid_0's huber: 29.6721
[77] valid_0's poisson: -87.3768 valid_0's huber: 29.6699
[78] valid_0's poisson: -87.3795 valid_0's huber: 29.6676
[79] valid_0's poisson: -87.3822 valid_0's huber: 29.6654
[80] valid_0's poisson: -87.3848 valid_0's huber: 29.6632
[81] valid_0's poisson: -87.3875 valid_0's huber: 29.6609
[82] valid_0's poisson: -87.3902 valid_0's huber: 29.6587
[83] valid_0's poisson: -87.3929 valid_0's huber: 29.6564
[84] valid_0's poisson: -87.3956 valid_0's huber: 29.6542
[85] valid_0's poisson: -87.3982 valid_0's huber: 29.652
[86] valid_0's poisson: -87.4009 valid_0's huber: 29.6497
[87] valid_0's poisson: -87.4036 valid_0's huber: 29.6475
[88] valid_0's poisson: -87.4063 valid_0's huber: 29.6452
[89] valid_0's poisson: -87.409 valid_0's huber: 29.643
[90] valid_0's poisson: -87.4116 valid_0's huber: 29.6407
[91] valid_0's poisson: -87.4143 valid_0's huber: 29.6385
[92] valid_0's poisson: -87.417 valid_0's huber: 29.6363
[93] valid_0's poisson: -87.4197 valid_0's huber: 29.634
[94] valid_0's poisson: -87.4223 valid_0's huber: 29.6318
[95] valid_0's poisson: -87.425 valid_0's huber: 29.6295
[96] valid_0's poisson: -87.4277 valid_0's huber: 29.6273
[97] valid_0's poisson: -87.4304 valid_0's huber: 29.6251
[98] valid_0's poisson: -87.433 valid_0's huber: 29.6228
[99] valid_0's poisson: -87.4357 valid_0's huber: 29.6206
[100] valid_0's poisson: -87.4384 valid_0's huber: 29.6183
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1787 valid_0's huber: 29.7914
[2] valid_0's poisson: -87.1814 valid_0's huber: 29.7891
[3] valid_0's poisson: -87.1841 valid_0's huber: 29.7869
[4] valid_0's poisson: -87.1868 valid_0's huber: 29.7846
[5] valid_0's poisson: -87.1895 valid_0's huber: 29.7824
[6] valid_0's poisson: -87.1922 valid_0's huber: 29.7802
[7] valid_0's poisson: -87.1949 valid_0's huber: 29.7779
[8] valid_0's poisson: -87.1976 valid_0's huber: 29.7757
[9] valid_0's poisson: -87.2004 valid_0's huber: 29.7734
[10] valid_0's poisson: -87.2031 valid_0's huber: 29.7712
[11] valid_0's poisson: -87.2058 valid_0's huber: 29.769
[12] valid_0's poisson: -87.2085 valid_0's huber: 29.7667
[13] valid_0's poisson: -87.2112 valid_0's huber: 29.7645
[14] valid_0's poisson: -87.2139 valid_0's huber: 29.7622
[15] valid_0's poisson: -87.2166 valid_0's huber: 29.76
[16] valid_0's poisson: -87.2193 valid_0's huber: 29.7578
[17] valid_0's poisson: -87.222 valid_0's huber: 29.7555
[18] valid_0's poisson: -87.2247 valid_0's huber: 29.7533
[19] valid_0's poisson: -87.2274 valid_0's huber: 29.751
[20] valid_0's poisson: -87.2301 valid_0's huber: 29.7488
[21] valid_0's poisson: -87.2328 valid_0's huber: 29.7466
[22] valid_0's poisson: -87.2355 valid_0's huber: 29.7443
[23] valid_0's poisson: -87.2382 valid_0's huber: 29.7421
[24] valid_0's poisson: -87.2409 valid_0's huber: 29.7398
[25] valid_0's poisson: -87.2436 valid_0's huber: 29.7376
[26] valid_0's poisson: -87.2463 valid_0's huber: 29.7354
[27] valid_0's poisson: -87.249 valid_0's huber: 29.7331
[28] valid_0's poisson: -87.2517 valid_0's huber: 29.7309
[29] valid_0's poisson: -87.2544 valid_0's huber: 29.7286
[30] valid_0's poisson: -87.2571 valid_0's huber: 29.7264
[31] valid_0's poisson: -87.2598 valid_0's huber: 29.7242
[32] valid_0's poisson: -87.2625 valid_0's huber: 29.7219
[33] valid_0's poisson: -87.2652 valid_0's huber: 29.7197
[34] valid_0's poisson: -87.2679 valid_0's huber: 29.7174
[35] valid_0's poisson: -87.2706 valid_0's huber: 29.7152
[36] valid_0's poisson: -87.2733 valid_0's huber: 29.713
[37] valid_0's poisson: -87.276 valid_0's huber: 29.7107
[38] valid_0's poisson: -87.2787 valid_0's huber: 29.7085
[39] valid_0's poisson: -87.2813 valid_0's huber: 29.7062
[40] valid_0's poisson: -87.284 valid_0's huber: 29.704
[41] valid_0's poisson: -87.2867 valid_0's huber: 29.7018
[42] valid_0's poisson: -87.2894 valid_0's huber: 29.6995
[43] valid_0's poisson: -87.2921 valid_0's huber: 29.6973
[44] valid_0's poisson: -87.2948 valid_0's huber: 29.6951
[45] valid_0's poisson: -87.2975 valid_0's huber: 29.6928
[46] valid_0's poisson: -87.3002 valid_0's huber: 29.6906
[47] valid_0's poisson: -87.3029 valid_0's huber: 29.6883
[48] valid_0's poisson: -87.3056 valid_0's huber: 29.6861
[49] valid_0's poisson: -87.3083 valid_0's huber: 29.6839
[50] valid_0's poisson: -87.311 valid_0's huber: 29.6816
[51] valid_0's poisson: -87.3137 valid_0's huber: 29.6794
[52] valid_0's poisson: -87.3164 valid_0's huber: 29.6772
[53] valid_0's poisson: -87.3191 valid_0's huber: 29.6749
[54] valid_0's poisson: -87.3218 valid_0's huber: 29.6727
[55] valid_0's poisson: -87.3245 valid_0's huber: 29.6704
[56] valid_0's poisson: -87.3271 valid_0's huber: 29.6682
[57] valid_0's poisson: -87.3298 valid_0's huber: 29.666
[58] valid_0's poisson: -87.3325 valid_0's huber: 29.6637
[59] valid_0's poisson: -87.3352 valid_0's huber: 29.6615
[60] valid_0's poisson: -87.3379 valid_0's huber: 29.6593
[61] valid_0's poisson: -87.3406 valid_0's huber: 29.657
[62] valid_0's poisson: -87.3433 valid_0's huber: 29.6548
[63] valid_0's poisson: -87.346 valid_0's huber: 29.6526
[64] valid_0's poisson: -87.3487 valid_0's huber: 29.6503
[65] valid_0's poisson: -87.3514 valid_0's huber: 29.6481
[66] valid_0's poisson: -87.3541 valid_0's huber: 29.6458
[67] valid_0's poisson: -87.3567 valid_0's huber: 29.6436
[68] valid_0's poisson: -87.3594 valid_0's huber: 29.6414
[69] valid_0's poisson: -87.3621 valid_0's huber: 29.6391
[70] valid_0's poisson: -87.3648 valid_0's huber: 29.6369
[71] valid_0's poisson: -87.3675 valid_0's huber: 29.6347
[72] valid_0's poisson: -87.3702 valid_0's huber: 29.6324
[73] valid_0's poisson: -87.3729 valid_0's huber: 29.6302
[74] valid_0's poisson: -87.3756 valid_0's huber: 29.628
[75] valid_0's poisson: -87.3782 valid_0's huber: 29.6257
[76] valid_0's poisson: -87.3809 valid_0's huber: 29.6235
[77] valid_0's poisson: -87.3836 valid_0's huber: 29.6213
[78] valid_0's poisson: -87.3863 valid_0's huber: 29.619
[79] valid_0's poisson: -87.389 valid_0's huber: 29.6168
[80] valid_0's poisson: -87.3917 valid_0's huber: 29.6146
[81] valid_0's poisson: -87.3944 valid_0's huber: 29.6123
[82] valid_0's poisson: -87.3971 valid_0's huber: 29.6101
[83] valid_0's poisson: -87.3997 valid_0's huber: 29.6079
[84] valid_0's poisson: -87.4024 valid_0's huber: 29.6056
[85] valid_0's poisson: -87.4051 valid_0's huber: 29.6034
[86] valid_0's poisson: -87.4078 valid_0's huber: 29.6011
[87] valid_0's poisson: -87.4105 valid_0's huber: 29.5989
[88] valid_0's poisson: -87.4132 valid_0's huber: 29.5967
[89] valid_0's poisson: -87.4158 valid_0's huber: 29.5944
[90] valid_0's poisson: -87.4185 valid_0's huber: 29.5922
[91] valid_0's poisson: -87.4212 valid_0's huber: 29.59
[92] valid_0's poisson: -87.4239 valid_0's huber: 29.5877
[93] valid_0's poisson: -87.4266 valid_0's huber: 29.5855
[94] valid_0's poisson: -87.4293 valid_0's huber: 29.5833
[95] valid_0's poisson: -87.4319 valid_0's huber: 29.581
[96] valid_0's poisson: -87.4346 valid_0's huber: 29.5788
[97] valid_0's poisson: -87.4373 valid_0's huber: 29.5766
[98] valid_0's poisson: -87.44 valid_0's huber: 29.5743
[99] valid_0's poisson: -87.4427 valid_0's huber: 29.5721
[100] valid_0's poisson: -87.4453 valid_0's huber: 29.5699
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1663 valid_0's huber: 29.883
[2] valid_0's poisson: -87.1691 valid_0's huber: 29.8807
[3] valid_0's poisson: -87.1718 valid_0's huber: 29.8785
[4] valid_0's poisson: -87.1745 valid_0's huber: 29.8762
[5] valid_0's poisson: -87.1772 valid_0's huber: 29.8739
[6] valid_0's poisson: -87.1799 valid_0's huber: 29.8717
[7] valid_0's poisson: -87.1826 valid_0's huber: 29.8694
[8] valid_0's poisson: -87.1854 valid_0's huber: 29.8671
[9] valid_0's poisson: -87.1881 valid_0's huber: 29.8649
[10] valid_0's poisson: -87.1908 valid_0's huber: 29.8626
[11] valid_0's poisson: -87.1935 valid_0's huber: 29.8604
[12] valid_0's poisson: -87.1962 valid_0's huber: 29.8581
[13] valid_0's poisson: -87.1989 valid_0's huber: 29.8558
[14] valid_0's poisson: -87.2016 valid_0's huber: 29.8536
[15] valid_0's poisson: -87.2043 valid_0's huber: 29.8513
[16] valid_0's poisson: -87.2071 valid_0's huber: 29.8491
[17] valid_0's poisson: -87.2098 valid_0's huber: 29.8468
[18] valid_0's poisson: -87.2125 valid_0's huber: 29.8445
[19] valid_0's poisson: -87.2152 valid_0's huber: 29.8423
[20] valid_0's poisson: -87.2179 valid_0's huber: 29.84
[21] valid_0's poisson: -87.2206 valid_0's huber: 29.8378
[22] valid_0's poisson: -87.2233 valid_0's huber: 29.8355
[23] valid_0's poisson: -87.226 valid_0's huber: 29.8332
[24] valid_0's poisson: -87.2288 valid_0's huber: 29.831
[25] valid_0's poisson: -87.2315 valid_0's huber: 29.8287
[26] valid_0's poisson: -87.2342 valid_0's huber: 29.8265
[27] valid_0's poisson: -87.2369 valid_0's huber: 29.8242
[28] valid_0's poisson: -87.2396 valid_0's huber: 29.8219
[29] valid_0's poisson: -87.2423 valid_0's huber: 29.8197
[30] valid_0's poisson: -87.245 valid_0's huber: 29.8174
[31] valid_0's poisson: -87.2477 valid_0's huber: 29.8152
[32] valid_0's poisson: -87.2504 valid_0's huber: 29.8129
[33] valid_0's poisson: -87.2531 valid_0's huber: 29.8106
[34] valid_0's poisson: -87.2558 valid_0's huber: 29.8084
[35] valid_0's poisson: -87.2585 valid_0's huber: 29.8061
[36] valid_0's poisson: -87.2612 valid_0's huber: 29.8039
[37] valid_0's poisson: -87.2639 valid_0's huber: 29.8016
[38] valid_0's poisson: -87.2666 valid_0's huber: 29.7994
[39] valid_0's poisson: -87.2694 valid_0's huber: 29.7971
[40] valid_0's poisson: -87.272 valid_0's huber: 29.7949
[41] valid_0's poisson: -87.2748 valid_0's huber: 29.7926
[42] valid_0's poisson: -87.2775 valid_0's huber: 29.7903
[43] valid_0's poisson: -87.2802 valid_0's huber: 29.7881
[44] valid_0's poisson: -87.2829 valid_0's huber: 29.7858
[45] valid_0's poisson: -87.2856 valid_0's huber: 29.7836
[46] valid_0's poisson: -87.2883 valid_0's huber: 29.7813
[47] valid_0's poisson: -87.2909 valid_0's huber: 29.7791
[48] valid_0's poisson: -87.2937 valid_0's huber: 29.7768
[49] valid_0's poisson: -87.2964 valid_0's huber: 29.7746
[50] valid_0's poisson: -87.299 valid_0's huber: 29.7723
[51] valid_0's poisson: -87.3018 valid_0's huber: 29.7701
[52] valid_0's poisson: -87.3044 valid_0's huber: 29.7678
[53] valid_0's poisson: -87.3071 valid_0's huber: 29.7656
[54] valid_0's poisson: -87.3098 valid_0's huber: 29.7633
[55] valid_0's poisson: -87.3125 valid_0's huber: 29.7611
[56] valid_0's poisson: -87.3152 valid_0's huber: 29.7588
[57] valid_0's poisson: -87.3179 valid_0's huber: 29.7566
[58] valid_0's poisson: -87.3206 valid_0's huber: 29.7543
[59] valid_0's poisson: -87.3233 valid_0's huber: 29.752
[60] valid_0's poisson: -87.326 valid_0's huber: 29.7498
[61] valid_0's poisson: -87.3287 valid_0's huber: 29.7475
[62] valid_0's poisson: -87.3314 valid_0's huber: 29.7453
[63] valid_0's poisson: -87.3341 valid_0's huber: 29.743
[64] valid_0's poisson: -87.3368 valid_0's huber: 29.7408
[65] valid_0's poisson: -87.3395 valid_0's huber: 29.7385
[66] valid_0's poisson: -87.3422 valid_0's huber: 29.7363
[67] valid_0's poisson: -87.3449 valid_0's huber: 29.734
[68] valid_0's poisson: -87.3476 valid_0's huber: 29.7318
[69] valid_0's poisson: -87.3503 valid_0's huber: 29.7295
[70] valid_0's poisson: -87.353 valid_0's huber: 29.7273
[71] valid_0's poisson: -87.3557 valid_0's huber: 29.725
[72] valid_0's poisson: -87.3584 valid_0's huber: 29.7228
[73] valid_0's poisson: -87.361 valid_0's huber: 29.7205
[74] valid_0's poisson: -87.3637 valid_0's huber: 29.7183
[75] valid_0's poisson: -87.3664 valid_0's huber: 29.716
[76] valid_0's poisson: -87.3691 valid_0's huber: 29.7138
[77] valid_0's poisson: -87.3718 valid_0's huber: 29.7115
[78] valid_0's poisson: -87.3745 valid_0's huber: 29.7093
[79] valid_0's poisson: -87.3772 valid_0's huber: 29.707
[80] valid_0's poisson: -87.3799 valid_0's huber: 29.7048
[81] valid_0's poisson: -87.3826 valid_0's huber: 29.7025
[82] valid_0's poisson: -87.3853 valid_0's huber: 29.7003
[83] valid_0's poisson: -87.3879 valid_0's huber: 29.698
[84] valid_0's poisson: -87.3906 valid_0's huber: 29.6958
[85] valid_0's poisson: -87.3933 valid_0's huber: 29.6935
[86] valid_0's poisson: -87.396 valid_0's huber: 29.6913
[87] valid_0's poisson: -87.3987 valid_0's huber: 29.689
[88] valid_0's poisson: -87.4014 valid_0's huber: 29.6868
[89] valid_0's poisson: -87.4041 valid_0's huber: 29.6845
[90] valid_0's poisson: -87.4068 valid_0's huber: 29.6823
[91] valid_0's poisson: -87.4095 valid_0's huber: 29.68
[92] valid_0's poisson: -87.4122 valid_0's huber: 29.6778
[93] valid_0's poisson: -87.4149 valid_0's huber: 29.6755
[94] valid_0's poisson: -87.4176 valid_0's huber: 29.6733
[95] valid_0's poisson: -87.4202 valid_0's huber: 29.671
[96] valid_0's poisson: -87.4229 valid_0's huber: 29.6688
[97] valid_0's poisson: -87.4256 valid_0's huber: 29.6665
[98] valid_0's poisson: -87.4283 valid_0's huber: 29.6643
[99] valid_0's poisson: -87.431 valid_0's huber: 29.662
[100] valid_0's poisson: -87.4337 valid_0's huber: 29.6598
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8401 valid_0's huber: 29.2589
[2] valid_0's poisson: -88.4931 valid_0's huber: 28.7139
[3] valid_0's poisson: -89.128 valid_0's huber: 28.1807
[4] valid_0's poisson: -89.7495 valid_0's huber: 27.6533
[5] valid_0's poisson: -90.3571 valid_0's huber: 27.1322
[6] valid_0's poisson: -90.9509 valid_0's huber: 26.618
[7] valid_0's poisson: -91.5324 valid_0's huber: 26.1108
[8] valid_0's poisson: -92.0971 valid_0's huber: 25.6141
[9] valid_0's poisson: -92.657 valid_0's huber: 25.116
[10] valid_0's poisson: -93.2023 valid_0's huber: 24.6277
[11] valid_0's poisson: -93.7347 valid_0's huber: 24.1478
[12] valid_0's poisson: -94.2599 valid_0's huber: 23.67
[13] valid_0's poisson: -94.7687 valid_0's huber: 23.2026
[14] valid_0's poisson: -95.2659 valid_0's huber: 22.745
[15] valid_0's poisson: -95.7582 valid_0's huber: 22.2848
[16] valid_0's poisson: -96.2325 valid_0's huber: 21.8363
[17] valid_0's poisson: -96.7 valid_0's huber: 21.3942
[18] valid_0's poisson: -97.1549 valid_0's huber: 20.9615
[19] valid_0's poisson: -97.5926 valid_0's huber: 20.5351
[20] valid_0's poisson: -98.0251 valid_0's huber: 20.1165
[21] valid_0's poisson: -98.4469 valid_0's huber: 19.7063
[22] valid_0's poisson: -98.8557 valid_0's huber: 19.3058
[23] valid_0's poisson: -99.2564 valid_0's huber: 18.9126
[24] valid_0's poisson: -99.6449 valid_0's huber: 18.5242
[25] valid_0's poisson: -100.023 valid_0's huber: 18.1505
[26] valid_0's poisson: -100.384 valid_0's huber: 17.7852
[27] valid_0's poisson: -100.741 valid_0's huber: 17.424
[28] valid_0's poisson: -101.088 valid_0's huber: 17.0745
[29] valid_0's poisson: -101.415 valid_0's huber: 16.7424
[30] valid_0's poisson: -101.738 valid_0's huber: 16.419
[31] valid_0's poisson: -102.043 valid_0's huber: 16.1156
[32] valid_0's poisson: -102.351 valid_0's huber: 15.7971
[33] valid_0's poisson: -102.637 valid_0's huber: 15.5061
[34] valid_0's poisson: -102.899 valid_0's huber: 15.2447
[35] valid_0's poisson: -103.158 valid_0's huber: 14.9781
[36] valid_0's poisson: -103.396 valid_0's huber: 14.7347
[37] valid_0's poisson: -103.613 valid_0's huber: 14.5153
[38] valid_0's poisson: -103.811 valid_0's huber: 14.32
[39] valid_0's poisson: -103.978 valid_0's huber: 14.1589
[40] valid_0's poisson: -104.125 valid_0's huber: 14.0142
[41] valid_0's poisson: -104.251 valid_0's huber: 13.898
[42] valid_0's poisson: -104.334 valid_0's huber: 13.8046
[43] valid_0's poisson: -104.399 valid_0's huber: 13.7179
[44] valid_0's poisson: -104.474 valid_0's huber: 13.6398
[45] valid_0's poisson: -104.529 valid_0's huber: 13.5646
[46] valid_0's poisson: -104.549 valid_0's huber: 13.4926
[47] valid_0's poisson: -104.64 valid_0's huber: 13.4194
[48] valid_0's poisson: -104.72 valid_0's huber: 13.3488
[49] valid_0's poisson: -104.848 valid_0's huber: 13.2826
[50] valid_0's poisson: -104.859 valid_0's huber: 13.2209
[51] valid_0's poisson: -104.911 valid_0's huber: 13.1568
[52] valid_0's poisson: -104.971 valid_0's huber: 13.0964
[53] valid_0's poisson: -105.051 valid_0's huber: 13.0373
[54] valid_0's poisson: -105.106 valid_0's huber: 12.9776
[55] valid_0's poisson: -105.171 valid_0's huber: 12.9226
[56] valid_0's poisson: -105.249 valid_0's huber: 12.863
[57] valid_0's poisson: -105.313 valid_0's huber: 12.8058
[58] valid_0's poisson: -105.382 valid_0's huber: 12.7465
[59] valid_0's poisson: -105.426 valid_0's huber: 12.6905
[60] valid_0's poisson: -105.503 valid_0's huber: 12.6374
[61] valid_0's poisson: -105.58 valid_0's huber: 12.586
[62] valid_0's poisson: -105.633 valid_0's huber: 12.5366
[63] valid_0's poisson: -105.672 valid_0's huber: 12.4837
[64] valid_0's poisson: -105.745 valid_0's huber: 12.44
[65] valid_0's poisson: -105.722 valid_0's huber: 12.39
[66] valid_0's poisson: -105.772 valid_0's huber: 12.3443
[67] valid_0's poisson: -105.815 valid_0's huber: 12.2979
[68] valid_0's poisson: -105.864 valid_0's huber: 12.2572
[69] valid_0's poisson: -105.902 valid_0's huber: 12.2122
[70] valid_0's poisson: -105.927 valid_0's huber: 12.1719
[71] valid_0's poisson: -105.962 valid_0's huber: 12.119
[72] valid_0's poisson: -106.031 valid_0's huber: 12.0732
[73] valid_0's poisson: -106.078 valid_0's huber: 12.0206
[74] valid_0's poisson: -106.028 valid_0's huber: 11.9756
[75] valid_0's poisson: -106.1 valid_0's huber: 11.9263
[76] valid_0's poisson: -106.164 valid_0's huber: 11.8757
[77] valid_0's poisson: -106.222 valid_0's huber: 11.8217
[78] valid_0's poisson: -106.256 valid_0's huber: 11.7745
[79] valid_0's poisson: -106.315 valid_0's huber: 11.7285
[80] valid_0's poisson: -106.341 valid_0's huber: 11.6858
[81] valid_0's poisson: -106.381 valid_0's huber: 11.6426
[82] valid_0's poisson: -106.385 valid_0's huber: 11.6019
[83] valid_0's poisson: -106.419 valid_0's huber: 11.5594
[84] valid_0's poisson: -106.433 valid_0's huber: 11.5218
[85] valid_0's poisson: -106.49 valid_0's huber: 11.4789
[86] valid_0's poisson: -106.55 valid_0's huber: 11.4397
[87] valid_0's poisson: -106.56 valid_0's huber: 11.3997
[88] valid_0's poisson: -106.58 valid_0's huber: 11.3646
[89] valid_0's poisson: -106.634 valid_0's huber: 11.3217
[90] valid_0's poisson: -106.689 valid_0's huber: 11.2838
[91] valid_0's poisson: -106.663 valid_0's huber: 11.2517
[92] valid_0's poisson: -106.755 valid_0's huber: 11.2105
[93] valid_0's poisson: -106.791 valid_0's huber: 11.1717
[94] valid_0's poisson: -106.826 valid_0's huber: 11.1383
[95] valid_0's poisson: -106.849 valid_0's huber: 11.1063
[96] valid_0's poisson: -106.847 valid_0's huber: 11.076
[97] valid_0's poisson: -106.843 valid_0's huber: 11.0447
[98] valid_0's poisson: -106.88 valid_0's huber: 11.0091
[99] valid_0's poisson: -106.962 valid_0's huber: 10.9771
[100] valid_0's poisson: -106.988 valid_0's huber: 10.9452
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8334 valid_0's huber: 29.2681
[2] valid_0's poisson: -88.4772 valid_0's huber: 28.7298
[3] valid_0's poisson: -89.1182 valid_0's huber: 28.1848
[4] valid_0's poisson: -89.7477 valid_0's huber: 27.6464
[5] valid_0's poisson: -90.3661 valid_0's huber: 27.1116
[6] valid_0's poisson: -90.9708 valid_0's huber: 26.5841
[7] valid_0's poisson: -91.558 valid_0's huber: 26.0684
[8] valid_0's poisson: -92.1288 valid_0's huber: 25.5632
[9] valid_0's poisson: -92.6885 valid_0's huber: 25.0641
[10] valid_0's poisson: -93.2378 valid_0's huber: 24.5741
[11] valid_0's poisson: -93.7725 valid_0's huber: 24.0907
[12] valid_0's poisson: -94.2951 valid_0's huber: 23.6143
[13] valid_0's poisson: -94.8049 valid_0's huber: 23.1464
[14] valid_0's poisson: -95.3062 valid_0's huber: 22.6845
[15] valid_0's poisson: -95.7956 valid_0's huber: 22.2304
[16] valid_0's poisson: -96.2675 valid_0's huber: 21.7863
[17] valid_0's poisson: -96.7282 valid_0's huber: 21.3528
[18] valid_0's poisson: -97.177 valid_0's huber: 20.9243
[19] valid_0's poisson: -97.6139 valid_0's huber: 20.5007
[20] valid_0's poisson: -98.0405 valid_0's huber: 20.0832
[21] valid_0's poisson: -98.4541 valid_0's huber: 19.6773
[22] valid_0's poisson: -98.8639 valid_0's huber: 19.2739
[23] valid_0's poisson: -99.2646 valid_0's huber: 18.8781
[24] valid_0's poisson: -99.6527 valid_0's huber: 18.4932
[25] valid_0's poisson: -100.027 valid_0's huber: 18.115
[26] valid_0's poisson: -100.413 valid_0's huber: 17.7189
[27] valid_0's poisson: -100.766 valid_0's huber: 17.3599
[28] valid_0's poisson: -101.11 valid_0's huber: 17.0093
[29] valid_0's poisson: -101.443 valid_0's huber: 16.6621
[30] valid_0's poisson: -101.758 valid_0's huber: 16.3374
[31] valid_0's poisson: -102.078 valid_0's huber: 16.0077
[32] valid_0's poisson: -102.381 valid_0's huber: 15.7019
[33] valid_0's poisson: -102.651 valid_0's huber: 15.4254
[34] valid_0's poisson: -102.925 valid_0's huber: 15.1439
[35] valid_0's poisson: -103.168 valid_0's huber: 14.8967
[36] valid_0's poisson: -103.405 valid_0's huber: 14.6565
[37] valid_0's poisson: -103.623 valid_0's huber: 14.4463
[38] valid_0's poisson: -103.818 valid_0's huber: 14.2526
[39] valid_0's poisson: -104.003 valid_0's huber: 14.0768
[40] valid_0's poisson: -104.15 valid_0's huber: 13.9365
[41] valid_0's poisson: -104.278 valid_0's huber: 13.8168
[42] valid_0's poisson: -104.363 valid_0's huber: 13.7227
[43] valid_0's poisson: -104.433 valid_0's huber: 13.6375
[44] valid_0's poisson: -104.516 valid_0's huber: 13.5581
[45] valid_0's poisson: -104.571 valid_0's huber: 13.4821
[46] valid_0's poisson: -104.633 valid_0's huber: 13.4097
[47] valid_0's poisson: -104.693 valid_0's huber: 13.3377
[48] valid_0's poisson: -104.722 valid_0's huber: 13.2696
[49] valid_0's poisson: -104.82 valid_0's huber: 13.1994
[50] valid_0's poisson: -104.893 valid_0's huber: 13.132
[51] valid_0's poisson: -104.967 valid_0's huber: 13.0676
[52] valid_0's poisson: -105.006 valid_0's huber: 13.0081
[53] valid_0's poisson: -105.06 valid_0's huber: 12.952
[54] valid_0's poisson: -105.134 valid_0's huber: 12.8941
[55] valid_0's poisson: -105.199 valid_0's huber: 12.8369
[56] valid_0's poisson: -105.252 valid_0's huber: 12.7856
[57] valid_0's poisson: -105.286 valid_0's huber: 12.736
[58] valid_0's poisson: -105.337 valid_0's huber: 12.6832
[59] valid_0's poisson: -105.407 valid_0's huber: 12.6316
[60] valid_0's poisson: -105.458 valid_0's huber: 12.5832
[61] valid_0's poisson: -105.512 valid_0's huber: 12.5369
[62] valid_0's poisson: -105.56 valid_0's huber: 12.4893
[63] valid_0's poisson: -105.568 valid_0's huber: 12.4439
[64] valid_0's poisson: -105.624 valid_0's huber: 12.389
[65] valid_0's poisson: -105.64 valid_0's huber: 12.3484
[66] valid_0's poisson: -105.688 valid_0's huber: 12.3009
[67] valid_0's poisson: -105.749 valid_0's huber: 12.2565
[68] valid_0's poisson: -105.778 valid_0's huber: 12.2103
[69] valid_0's poisson: -105.817 valid_0's huber: 12.1687
[70] valid_0's poisson: -105.859 valid_0's huber: 12.1297
[71] valid_0's poisson: -105.908 valid_0's huber: 12.09
[72] valid_0's poisson: -105.953 valid_0's huber: 12.0438
[73] valid_0's poisson: -105.963 valid_0's huber: 12.0024
[74] valid_0's poisson: -105.987 valid_0's huber: 11.9643
[75] valid_0's poisson: -106.025 valid_0's huber: 11.9278
[76] valid_0's poisson: -106.057 valid_0's huber: 11.891
[77] valid_0's poisson: -106.122 valid_0's huber: 11.8522
[78] valid_0's poisson: -106.197 valid_0's huber: 11.8141
[79] valid_0's poisson: -106.252 valid_0's huber: 11.7802
[80] valid_0's poisson: -106.265 valid_0's huber: 11.7444
[81] valid_0's poisson: -106.263 valid_0's huber: 11.7123
[82] valid_0's poisson: -106.301 valid_0's huber: 11.674
[83] valid_0's poisson: -106.322 valid_0's huber: 11.6347
[84] valid_0's poisson: -106.356 valid_0's huber: 11.6003
[85] valid_0's poisson: -106.402 valid_0's huber: 11.5643
[86] valid_0's poisson: -106.463 valid_0's huber: 11.5245
[87] valid_0's poisson: -106.49 valid_0's huber: 11.4906
[88] valid_0's poisson: -106.529 valid_0's huber: 11.4577
[89] valid_0's poisson: -106.51 valid_0's huber: 11.4233
[90] valid_0's poisson: -106.586 valid_0's huber: 11.3831
[91] valid_0's poisson: -106.612 valid_0's huber: 11.3522
[92] valid_0's poisson: -106.65 valid_0's huber: 11.3131
[93] valid_0's poisson: -106.693 valid_0's huber: 11.2796
[94] valid_0's poisson: -106.729 valid_0's huber: 11.2471
[95] valid_0's poisson: -106.769 valid_0's huber: 11.2173
[96] valid_0's poisson: -106.774 valid_0's huber: 11.1902
[97] valid_0's poisson: -106.801 valid_0's huber: 11.1498
[98] valid_0's poisson: -106.899 valid_0's huber: 11.1021
[99] valid_0's poisson: -106.917 valid_0's huber: 11.0579
[100] valid_0's poisson: -106.889 valid_0's huber: 11.0189
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8392 valid_0's huber: 29.2838
[2] valid_0's poisson: -88.4929 valid_0's huber: 28.7326
[3] valid_0's poisson: -89.1352 valid_0's huber: 28.1882
[4] valid_0's poisson: -89.7616 valid_0's huber: 27.6506
[5] valid_0's poisson: -90.3713 valid_0's huber: 27.1237
[6] valid_0's poisson: -90.9685 valid_0's huber: 26.6005
[7] valid_0's poisson: -91.5485 valid_0's huber: 26.0894
[8] valid_0's poisson: -92.1188 valid_0's huber: 25.5858
[9] valid_0's poisson: -92.672 valid_0's huber: 25.0939
[10] valid_0's poisson: -93.216 valid_0's huber: 24.6093
[11] valid_0's poisson: -93.7457 valid_0's huber: 24.1315
[12] valid_0's poisson: -94.2675 valid_0's huber: 23.6588
[13] valid_0's poisson: -94.7758 valid_0's huber: 23.1962
[14] valid_0's poisson: -95.2771 valid_0's huber: 22.7334
[15] valid_0's poisson: -95.7657 valid_0's huber: 22.2792
[16] valid_0's poisson: -96.2421 valid_0's huber: 21.8328
[17] valid_0's poisson: -96.711 valid_0's huber: 21.3903
[18] valid_0's poisson: -97.165 valid_0's huber: 20.9562
[19] valid_0's poisson: -97.6062 valid_0's huber: 20.5323
[20] valid_0's poisson: -98.0356 valid_0's huber: 20.1175
[21] valid_0's poisson: -98.4518 valid_0's huber: 19.7038
[22] valid_0's poisson: -98.8704 valid_0's huber: 19.2925
[23] valid_0's poisson: -99.2823 valid_0's huber: 18.88
[24] valid_0's poisson: -99.6699 valid_0's huber: 18.4931
[25] valid_0's poisson: -100.047 valid_0's huber: 18.1167
[26] valid_0's poisson: -100.415 valid_0's huber: 17.7527
[27] valid_0's poisson: -100.772 valid_0's huber: 17.4
[28] valid_0's poisson: -101.116 valid_0's huber: 17.0565
[29] valid_0's poisson: -101.456 valid_0's huber: 16.7178
[30] valid_0's poisson: -101.775 valid_0's huber: 16.3931
[31] valid_0's poisson: -102.08 valid_0's huber: 16.0882
[32] valid_0's poisson: -102.37 valid_0's huber: 15.7979
[33] valid_0's poisson: -102.661 valid_0's huber: 15.4936
[34] valid_0's poisson: -102.92 valid_0's huber: 15.2298
[35] valid_0's poisson: -103.177 valid_0's huber: 14.966
[36] valid_0's poisson: -103.412 valid_0's huber: 14.725
[37] valid_0's poisson: -103.633 valid_0's huber: 14.5079
[38] valid_0's poisson: -103.841 valid_0's huber: 14.3024
[39] valid_0's poisson: -104.025 valid_0's huber: 14.1214
[40] valid_0's poisson: -104.184 valid_0's huber: 13.9684
[41] valid_0's poisson: -104.311 valid_0's huber: 13.8507
[42] valid_0's poisson: -104.383 valid_0's huber: 13.7474
[43] valid_0's poisson: -104.466 valid_0's huber: 13.6624
[44] valid_0's poisson: -104.497 valid_0's huber: 13.5825
[45] valid_0's poisson: -104.565 valid_0's huber: 13.5066
[46] valid_0's poisson: -104.628 valid_0's huber: 13.4345
[47] valid_0's poisson: -104.684 valid_0's huber: 13.3587
[48] valid_0's poisson: -104.741 valid_0's huber: 13.2914
[49] valid_0's poisson: -104.821 valid_0's huber: 13.2185
[50] valid_0's poisson: -104.913 valid_0's huber: 13.1527
[51] valid_0's poisson: -104.932 valid_0's huber: 13.0895
[52] valid_0's poisson: -104.998 valid_0's huber: 13.0336
[53] valid_0's poisson: -105.029 valid_0's huber: 12.9696
[54] valid_0's poisson: -105.109 valid_0's huber: 12.9163
[55] valid_0's poisson: -105.156 valid_0's huber: 12.856
[56] valid_0's poisson: -105.225 valid_0's huber: 12.8059
[57] valid_0's poisson: -105.297 valid_0's huber: 12.7546
[58] valid_0's poisson: -105.339 valid_0's huber: 12.7024
[59] valid_0's poisson: -105.408 valid_0's huber: 12.6522
[60] valid_0's poisson: -105.417 valid_0's huber: 12.6061
[61] valid_0's poisson: -105.467 valid_0's huber: 12.5562
[62] valid_0's poisson: -105.535 valid_0's huber: 12.5052
[63] valid_0's poisson: -105.541 valid_0's huber: 12.4601
[64] valid_0's poisson: -105.583 valid_0's huber: 12.4162
[65] valid_0's poisson: -105.676 valid_0's huber: 12.3683
[66] valid_0's poisson: -105.664 valid_0's huber: 12.326
[67] valid_0's poisson: -105.741 valid_0's huber: 12.2828
[68] valid_0's poisson: -105.787 valid_0's huber: 12.238
[69] valid_0's poisson: -105.858 valid_0's huber: 12.1966
[70] valid_0's poisson: -105.902 valid_0's huber: 12.1575
[71] valid_0's poisson: -105.913 valid_0's huber: 12.1198
[72] valid_0's poisson: -105.968 valid_0's huber: 12.0834
[73] valid_0's poisson: -105.959 valid_0's huber: 12.0484
[74] valid_0's poisson: -106.049 valid_0's huber: 12.0069
[75] valid_0's poisson: -106.069 valid_0's huber: 11.9676
[76] valid_0's poisson: -106.117 valid_0's huber: 11.928
[77] valid_0's poisson: -106.203 valid_0's huber: 11.8905
[78] valid_0's poisson: -106.23 valid_0's huber: 11.8589
[79] valid_0's poisson: -106.29 valid_0's huber: 11.8116
[80] valid_0's poisson: -106.264 valid_0's huber: 11.7767
[81] valid_0's poisson: -106.277 valid_0's huber: 11.7398
[82] valid_0's poisson: -106.314 valid_0's huber: 11.697
[83] valid_0's poisson: -106.395 valid_0's huber: 11.6522
[84] valid_0's poisson: -106.462 valid_0's huber: 11.5984
[85] valid_0's poisson: -106.478 valid_0's huber: 11.557
[86] valid_0's poisson: -106.435 valid_0's huber: 11.5123
[87] valid_0's poisson: -106.47 valid_0's huber: 11.4719
[88] valid_0's poisson: -106.52 valid_0's huber: 11.4315
[89] valid_0's poisson: -106.557 valid_0's huber: 11.3942
[90] valid_0's poisson: -106.581 valid_0's huber: 11.3553
[91] valid_0's poisson: -106.621 valid_0's huber: 11.3162
[92] valid_0's poisson: -106.677 valid_0's huber: 11.2826
[93] valid_0's poisson: -106.709 valid_0's huber: 11.2432
[94] valid_0's poisson: -106.739 valid_0's huber: 11.2101
[95] valid_0's poisson: -106.769 valid_0's huber: 11.1733
[96] valid_0's poisson: -106.762 valid_0's huber: 11.1386
[97] valid_0's poisson: -106.737 valid_0's huber: 11.1081
[98] valid_0's poisson: -106.777 valid_0's huber: 11.0772
[99] valid_0's poisson: -106.78 valid_0's huber: 11.0453
[100] valid_0's poisson: -106.811 valid_0's huber: 11.0153
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8484 valid_0's huber: 29.2371
[2] valid_0's poisson: -88.5038 valid_0's huber: 28.6881
[3] valid_0's poisson: -89.1483 valid_0's huber: 28.1432
[4] valid_0's poisson: -89.7773 valid_0's huber: 27.6066
[5] valid_0's poisson: -90.3866 valid_0's huber: 27.0787
[6] valid_0's poisson: -90.9879 valid_0's huber: 26.556
[7] valid_0's poisson: -91.5714 valid_0's huber: 26.0449
[8] valid_0's poisson: -92.1438 valid_0's huber: 25.5402
[9] valid_0's poisson: -92.7028 valid_0's huber: 25.0445
[10] valid_0's poisson: -93.2484 valid_0's huber: 24.556
[11] valid_0's poisson: -93.7805 valid_0's huber: 24.076
[12] valid_0's poisson: -94.3041 valid_0's huber: 23.5994
[13] valid_0's poisson: -94.8157 valid_0's huber: 23.129
[14] valid_0's poisson: -95.3175 valid_0's huber: 22.6688
[15] valid_0's poisson: -95.8078 valid_0's huber: 22.2143
[16] valid_0's poisson: -96.2857 valid_0's huber: 21.7694
[17] valid_0's poisson: -96.7423 valid_0's huber: 21.3361
[18] valid_0's poisson: -97.1988 valid_0's huber: 20.8998
[19] valid_0's poisson: -97.6451 valid_0's huber: 20.4711
[20] valid_0's poisson: -98.0747 valid_0's huber: 20.057
[21] valid_0's poisson: -98.4978 valid_0's huber: 19.6473
[22] valid_0's poisson: -98.9058 valid_0's huber: 19.2437
[23] valid_0's poisson: -99.3026 valid_0's huber: 18.8508
[24] valid_0's poisson: -99.7025 valid_0's huber: 18.4498
[25] valid_0's poisson: -100.072 valid_0's huber: 18.077
[26] valid_0's poisson: -100.439 valid_0's huber: 17.7129
[27] valid_0's poisson: -100.792 valid_0's huber: 17.3601
[28] valid_0's poisson: -101.135 valid_0's huber: 17.0134
[29] valid_0's poisson: -101.464 valid_0's huber: 16.6801
[30] valid_0's poisson: -101.782 valid_0's huber: 16.3529
[31] valid_0's poisson: -102.086 valid_0's huber: 16.0432
[32] valid_0's poisson: -102.389 valid_0's huber: 15.7276
[33] valid_0's poisson: -102.661 valid_0's huber: 15.4494
[34] valid_0's poisson: -102.934 valid_0's huber: 15.1713
[35] valid_0's poisson: -103.194 valid_0's huber: 14.9123
[36] valid_0's poisson: -103.431 valid_0's huber: 14.6703
[37] valid_0's poisson: -103.649 valid_0's huber: 14.4567
[38] valid_0's poisson: -103.844 valid_0's huber: 14.2668
[39] valid_0's poisson: -104.02 valid_0's huber: 14.0933
[40] valid_0's poisson: -104.165 valid_0's huber: 13.955
[41] valid_0's poisson: -104.272 valid_0's huber: 13.8442
[42] valid_0's poisson: -104.364 valid_0's huber: 13.7499
[43] valid_0's poisson: -104.403 valid_0's huber: 13.6617
[44] valid_0's poisson: -104.448 valid_0's huber: 13.5838
[45] valid_0's poisson: -104.475 valid_0's huber: 13.5118
[46] valid_0's poisson: -104.559 valid_0's huber: 13.4329
[47] valid_0's poisson: -104.643 valid_0's huber: 13.3591
[48] valid_0's poisson: -104.687 valid_0's huber: 13.2867
[49] valid_0's poisson: -104.8 valid_0's huber: 13.2206
[50] valid_0's poisson: -104.853 valid_0's huber: 13.156
[51] valid_0's poisson: -104.92 valid_0's huber: 13.0913
[52] valid_0's poisson: -105.002 valid_0's huber: 13.0298
[53] valid_0's poisson: -105.031 valid_0's huber: 12.9689
[54] valid_0's poisson: -105.077 valid_0's huber: 12.9106
[55] valid_0's poisson: -105.1 valid_0's huber: 12.8533
[56] valid_0's poisson: -105.151 valid_0's huber: 12.8005
[57] valid_0's poisson: -105.165 valid_0's huber: 12.7425
[58] valid_0's poisson: -105.255 valid_0's huber: 12.6812
[59] valid_0's poisson: -105.315 valid_0's huber: 12.6235
[60] valid_0's poisson: -105.427 valid_0's huber: 12.5674
[61] valid_0's poisson: -105.522 valid_0's huber: 12.5169
[62] valid_0's poisson: -105.519 valid_0's huber: 12.4524
[63] valid_0's poisson: -105.64 valid_0's huber: 12.3959
[64] valid_0's poisson: -105.692 valid_0's huber: 12.3388
[65] valid_0's poisson: -105.782 valid_0's huber: 12.2857
[66] valid_0's poisson: -105.829 valid_0's huber: 12.2344
[67] valid_0's poisson: -105.846 valid_0's huber: 12.1871
[68] valid_0's poisson: -105.886 valid_0's huber: 12.14
[69] valid_0's poisson: -105.888 valid_0's huber: 12.0941
[70] valid_0's poisson: -105.948 valid_0's huber: 12.049
[71] valid_0's poisson: -105.991 valid_0's huber: 12.009
[72] valid_0's poisson: -106.038 valid_0's huber: 11.9651
[73] valid_0's poisson: -106.082 valid_0's huber: 11.9182
[74] valid_0's poisson: -106.112 valid_0's huber: 11.8651
[75] valid_0's poisson: -106.191 valid_0's huber: 11.8165
[76] valid_0's poisson: -106.232 valid_0's huber: 11.7693
[77] valid_0's poisson: -106.271 valid_0's huber: 11.7247
[78] valid_0's poisson: -106.326 valid_0's huber: 11.6827
[79] valid_0's poisson: -106.35 valid_0's huber: 11.6427
[80] valid_0's poisson: -106.401 valid_0's huber: 11.6032
[81] valid_0's poisson: -106.463 valid_0's huber: 11.5645
[82] valid_0's poisson: -106.467 valid_0's huber: 11.527
[83] valid_0's poisson: -106.488 valid_0's huber: 11.4905
[84] valid_0's poisson: -106.524 valid_0's huber: 11.4539
[85] valid_0's poisson: -106.554 valid_0's huber: 11.417
[86] valid_0's poisson: -106.589 valid_0's huber: 11.3788
[87] valid_0's poisson: -106.695 valid_0's huber: 11.3408
[88] valid_0's poisson: -106.74 valid_0's huber: 11.3029
[89] valid_0's poisson: -106.772 valid_0's huber: 11.2699
[90] valid_0's poisson: -106.808 valid_0's huber: 11.2374
[91] valid_0's poisson: -106.836 valid_0's huber: 11.2005
[92] valid_0's poisson: -106.863 valid_0's huber: 11.1687
[93] valid_0's poisson: -106.882 valid_0's huber: 11.1392
[94] valid_0's poisson: -106.92 valid_0's huber: 11.1066
[95] valid_0's poisson: -106.972 valid_0's huber: 11.0783
[96] valid_0's poisson: -106.994 valid_0's huber: 11.0463
[97] valid_0's poisson: -107.005 valid_0's huber: 11.0183
[98] valid_0's poisson: -107.05 valid_0's huber: 10.9869
[99] valid_0's poisson: -107.063 valid_0's huber: 10.9567
[100] valid_0's poisson: -107.02 valid_0's huber: 10.9307
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8137 valid_0's huber: 29.3327
[2] valid_0's poisson: -88.4688 valid_0's huber: 28.7836
[3] valid_0's poisson: -89.1016 valid_0's huber: 28.2449
[4] valid_0's poisson: -89.7305 valid_0's huber: 27.7056
[5] valid_0's poisson: -90.344 valid_0's huber: 27.1753
[6] valid_0's poisson: -90.9385 valid_0's huber: 26.6596
[7] valid_0's poisson: -91.5258 valid_0's huber: 26.144
[8] valid_0's poisson: -92.0967 valid_0's huber: 25.6415
[9] valid_0's poisson: -92.6545 valid_0's huber: 25.1477
[10] valid_0's poisson: -93.1976 valid_0's huber: 24.661
[11] valid_0's poisson: -93.7336 valid_0's huber: 24.1786
[12] valid_0's poisson: -94.2547 valid_0's huber: 23.7065
[13] valid_0's poisson: -94.7621 valid_0's huber: 23.2415
[14] valid_0's poisson: -95.2608 valid_0's huber: 22.7804
[15] valid_0's poisson: -95.749 valid_0's huber: 22.3247
[16] valid_0's poisson: -96.2259 valid_0's huber: 21.8793
[17] valid_0's poisson: -96.6897 valid_0's huber: 21.4386
[18] valid_0's poisson: -97.1443 valid_0's huber: 21.0053
[19] valid_0's poisson: -97.59 valid_0's huber: 20.5791
[20] valid_0's poisson: -98.0258 valid_0's huber: 20.1592
[21] valid_0's poisson: -98.4453 valid_0's huber: 19.7467
[22] valid_0's poisson: -98.8557 valid_0's huber: 19.3429
[23] valid_0's poisson: -99.2547 valid_0's huber: 18.9483
[24] valid_0's poisson: -99.6592 valid_0's huber: 18.5452
[25] valid_0's poisson: -100.038 valid_0's huber: 18.1688
[26] valid_0's poisson: -100.403 valid_0's huber: 17.8032
[27] valid_0's poisson: -100.758 valid_0's huber: 17.446
[28] valid_0's poisson: -101.1 valid_0's huber: 17.0976
[29] valid_0's poisson: -101.427 valid_0's huber: 16.7664
[30] valid_0's poisson: -101.744 valid_0's huber: 16.4388
[31] valid_0's poisson: -102.046 valid_0's huber: 16.1342
[32] valid_0's poisson: -102.339 valid_0's huber: 15.8301
[33] valid_0's poisson: -102.609 valid_0's huber: 15.5492
[34] valid_0's poisson: -102.886 valid_0's huber: 15.266
[35] valid_0's poisson: -103.151 valid_0's huber: 14.9991
[36] valid_0's poisson: -103.391 valid_0's huber: 14.7592
[37] valid_0's poisson: -103.614 valid_0's huber: 14.5336
[38] valid_0's poisson: -103.821 valid_0's huber: 14.3282
[39] valid_0's poisson: -104.01 valid_0's huber: 14.1459
[40] valid_0's poisson: -104.164 valid_0's huber: 13.9971
[41] valid_0's poisson: -104.29 valid_0's huber: 13.8746
[42] valid_0's poisson: -104.398 valid_0's huber: 13.7693
[43] valid_0's poisson: -104.464 valid_0's huber: 13.6844
[44] valid_0's poisson: -104.532 valid_0's huber: 13.6036
[45] valid_0's poisson: -104.609 valid_0's huber: 13.5235
[46] valid_0's poisson: -104.683 valid_0's huber: 13.4466
[47] valid_0's poisson: -104.715 valid_0's huber: 13.3778
[48] valid_0's poisson: -104.726 valid_0's huber: 13.3017
[49] valid_0's poisson: -104.801 valid_0's huber: 13.232
[50] valid_0's poisson: -104.889 valid_0's huber: 13.1656
[51] valid_0's poisson: -104.954 valid_0's huber: 13.0926
[52] valid_0's poisson: -105.046 valid_0's huber: 13.0259
[53] valid_0's poisson: -105.087 valid_0's huber: 12.9635
[54] valid_0's poisson: -105.143 valid_0's huber: 12.9019
[55] valid_0's poisson: -105.285 valid_0's huber: 12.8402
[56] valid_0's poisson: -105.353 valid_0's huber: 12.7866
[57] valid_0's poisson: -105.391 valid_0's huber: 12.7378
[58] valid_0's poisson: -105.442 valid_0's huber: 12.686
[59] valid_0's poisson: -105.455 valid_0's huber: 12.633
[60] valid_0's poisson: -105.538 valid_0's huber: 12.585
[61] valid_0's poisson: -105.592 valid_0's huber: 12.5393
[62] valid_0's poisson: -105.67 valid_0's huber: 12.4906
[63] valid_0's poisson: -105.696 valid_0's huber: 12.4431
[64] valid_0's poisson: -105.75 valid_0's huber: 12.3965
[65] valid_0's poisson: -105.765 valid_0's huber: 12.3549
[66] valid_0's poisson: -105.795 valid_0's huber: 12.3138
[67] valid_0's poisson: -105.846 valid_0's huber: 12.2676
[68] valid_0's poisson: -105.894 valid_0's huber: 12.2264
[69] valid_0's poisson: -105.938 valid_0's huber: 12.1852
[70] valid_0's poisson: -105.961 valid_0's huber: 12.1453
[71] valid_0's poisson: -105.983 valid_0's huber: 12.1061
[72] valid_0's poisson: -105.995 valid_0's huber: 12.0661
[73] valid_0's poisson: -106.022 valid_0's huber: 12.026
[74] valid_0's poisson: -106.052 valid_0's huber: 11.9846
[75] valid_0's poisson: -106.108 valid_0's huber: 11.9472
[76] valid_0's poisson: -106.146 valid_0's huber: 11.9057
[77] valid_0's poisson: -106.138 valid_0's huber: 11.8663
[78] valid_0's poisson: -106.244 valid_0's huber: 11.8291
[79] valid_0's poisson: -106.224 valid_0's huber: 11.7907
[80] valid_0's poisson: -106.263 valid_0's huber: 11.752
[81] valid_0's poisson: -106.304 valid_0's huber: 11.717
[82] valid_0's poisson: -106.343 valid_0's huber: 11.6803
[83] valid_0's poisson: -106.415 valid_0's huber: 11.6446
[84] valid_0's poisson: -106.442 valid_0's huber: 11.6093
[85] valid_0's poisson: -106.481 valid_0's huber: 11.575
[86] valid_0's poisson: -106.5 valid_0's huber: 11.5344
[87] valid_0's poisson: -106.555 valid_0's huber: 11.4923
[88] valid_0's poisson: -106.602 valid_0's huber: 11.4473
[89] valid_0's poisson: -106.647 valid_0's huber: 11.4055
[90] valid_0's poisson: -106.683 valid_0's huber: 11.3692
[91] valid_0's poisson: -106.733 valid_0's huber: 11.3213
[92] valid_0's poisson: -106.755 valid_0's huber: 11.2755
[93] valid_0's poisson: -106.779 valid_0's huber: 11.2326
[94] valid_0's poisson: -106.889 valid_0's huber: 11.1967
[95] valid_0's poisson: -106.833 valid_0's huber: 11.1585
[96] valid_0's poisson: -106.872 valid_0's huber: 11.1243
[97] valid_0's poisson: -106.932 valid_0's huber: 11.0909
[98] valid_0's poisson: -106.973 valid_0's huber: 11.059
[99] valid_0's poisson: -106.973 valid_0's huber: 11.028
[100] valid_0's poisson: -106.973 valid_0's huber: 10.9937
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3226 valid_0's huber: 29.6808
[2] valid_0's poisson: -87.4706 valid_0's huber: 29.5502
[3] valid_0's poisson: -87.6185 valid_0's huber: 29.421
[4] valid_0's poisson: -87.7652 valid_0's huber: 29.2927
[5] valid_0's poisson: -87.9101 valid_0's huber: 29.1639
[6] valid_0's poisson: -88.0553 valid_0's huber: 29.0362
[7] valid_0's poisson: -88.1985 valid_0's huber: 28.9084
[8] valid_0's poisson: -88.3415 valid_0's huber: 28.7824
[9] valid_0's poisson: -88.4835 valid_0's huber: 28.6569
[10] valid_0's poisson: -88.624 valid_0's huber: 28.5309
[11] valid_0's poisson: -88.7635 valid_0's huber: 28.4055
[12] valid_0's poisson: -88.9028 valid_0's huber: 28.2815
[13] valid_0's poisson: -89.0412 valid_0's huber: 28.158
[14] valid_0's poisson: -89.1785 valid_0's huber: 28.0338
[15] valid_0's poisson: -89.3157 valid_0's huber: 27.9106
[16] valid_0's poisson: -89.4521 valid_0's huber: 27.7879
[17] valid_0's poisson: -89.588 valid_0's huber: 27.6652
[18] valid_0's poisson: -89.7224 valid_0's huber: 27.5428
[19] valid_0's poisson: -89.8641 valid_0's huber: 27.4236
[20] valid_0's poisson: -89.9969 valid_0's huber: 27.302
[21] valid_0's poisson: -90.1376 valid_0's huber: 27.1834
[22] valid_0's poisson: -90.2776 valid_0's huber: 27.065
[23] valid_0's poisson: -90.4159 valid_0's huber: 26.9468
[24] valid_0's poisson: -90.5542 valid_0's huber: 26.8294
[25] valid_0's poisson: -90.6913 valid_0's huber: 26.7128
[26] valid_0's poisson: -90.828 valid_0's huber: 26.5962
[27] valid_0's poisson: -90.9631 valid_0's huber: 26.4799
[28] valid_0's poisson: -91.0983 valid_0's huber: 26.3641
[29] valid_0's poisson: -91.2322 valid_0's huber: 26.2494
[30] valid_0's poisson: -91.3666 valid_0's huber: 26.1342
[31] valid_0's poisson: -91.4988 valid_0's huber: 26.0194
[32] valid_0's poisson: -91.6318 valid_0's huber: 25.9052
[33] valid_0's poisson: -91.7632 valid_0's huber: 25.7916
[34] valid_0's poisson: -91.8936 valid_0's huber: 25.6788
[35] valid_0's poisson: -92.0241 valid_0's huber: 25.5664
[36] valid_0's poisson: -92.1464 valid_0's huber: 25.4513
[37] valid_0's poisson: -92.2745 valid_0's huber: 25.3402
[38] valid_0's poisson: -92.3961 valid_0's huber: 25.2259
[39] valid_0's poisson: -92.5241 valid_0's huber: 25.1146
[40] valid_0's poisson: -92.6446 valid_0's huber: 25.0006
[41] valid_0's poisson: -92.7701 valid_0's huber: 24.8911
[42] valid_0's poisson: -92.895 valid_0's huber: 24.78
[43] valid_0's poisson: -93.0193 valid_0's huber: 24.6711
[44] valid_0's poisson: -93.1424 valid_0's huber: 24.5616
[45] valid_0's poisson: -93.2652 valid_0's huber: 24.4536
[46] valid_0's poisson: -93.3883 valid_0's huber: 24.3451
[47] valid_0's poisson: -93.5106 valid_0's huber: 24.2352
[48] valid_0's poisson: -93.6322 valid_0's huber: 24.1276
[49] valid_0's poisson: -93.7526 valid_0's huber: 24.0189
[50] valid_0's poisson: -93.873 valid_0's huber: 23.9102
[51] valid_0's poisson: -93.9945 valid_0's huber: 23.8027
[52] valid_0's poisson: -94.1137 valid_0's huber: 23.6965
[53] valid_0's poisson: -94.2323 valid_0's huber: 23.5888
[54] valid_0's poisson: -94.3504 valid_0's huber: 23.4832
[55] valid_0's poisson: -94.4667 valid_0's huber: 23.3777
[56] valid_0's poisson: -94.5831 valid_0's huber: 23.2701
[57] valid_0's poisson: -94.6993 valid_0's huber: 23.164
[58] valid_0's poisson: -94.8149 valid_0's huber: 23.0576
[59] valid_0's poisson: -94.9299 valid_0's huber: 22.9524
[60] valid_0's poisson: -95.0458 valid_0's huber: 22.8483
[61] valid_0's poisson: -95.1595 valid_0's huber: 22.7432
[62] valid_0's poisson: -95.274 valid_0's huber: 22.6399
[63] valid_0's poisson: -95.3842 valid_0's huber: 22.5363
[64] valid_0's poisson: -95.4937 valid_0's huber: 22.4331
[65] valid_0's poisson: -95.6058 valid_0's huber: 22.3311
[66] valid_0's poisson: -95.7164 valid_0's huber: 22.2278
[67] valid_0's poisson: -95.8266 valid_0's huber: 22.1253
[68] valid_0's poisson: -95.9349 valid_0's huber: 22.0225
[69] valid_0's poisson: -96.0415 valid_0's huber: 21.9223
[70] valid_0's poisson: -96.1489 valid_0's huber: 21.8216
[71] valid_0's poisson: -96.2555 valid_0's huber: 21.7196
[72] valid_0's poisson: -96.3604 valid_0's huber: 21.6204
[73] valid_0's poisson: -96.4662 valid_0's huber: 21.5207
[74] valid_0's poisson: -96.5699 valid_0's huber: 21.4222
[75] valid_0's poisson: -96.6729 valid_0's huber: 21.3243
[76] valid_0's poisson: -96.7768 valid_0's huber: 21.2259
[77] valid_0's poisson: -96.8796 valid_0's huber: 21.1283
[78] valid_0's poisson: -96.9806 valid_0's huber: 21.0317
[79] valid_0's poisson: -97.0824 valid_0's huber: 20.9347
[80] valid_0's poisson: -97.1857 valid_0's huber: 20.8356
[81] valid_0's poisson: -97.2862 valid_0's huber: 20.7396
[82] valid_0's poisson: -97.3829 valid_0's huber: 20.6414
[83] valid_0's poisson: -97.4803 valid_0's huber: 20.546
[84] valid_0's poisson: -97.5796 valid_0's huber: 20.4508
[85] valid_0's poisson: -97.6777 valid_0's huber: 20.3568
[86] valid_0's poisson: -97.7743 valid_0's huber: 20.2631
[87] valid_0's poisson: -97.8715 valid_0's huber: 20.1698
[88] valid_0's poisson: -97.9675 valid_0's huber: 20.0775
[89] valid_0's poisson: -98.0611 valid_0's huber: 19.9853
[90] valid_0's poisson: -98.1571 valid_0's huber: 19.891
[91] valid_0's poisson: -98.2517 valid_0's huber: 19.7998
[92] valid_0's poisson: -98.345 valid_0's huber: 19.7076
[93] valid_0's poisson: -98.4377 valid_0's huber: 19.6177
[94] valid_0's poisson: -98.5328 valid_0's huber: 19.5255
[95] valid_0's poisson: -98.6225 valid_0's huber: 19.4354
[96] valid_0's poisson: -98.7137 valid_0's huber: 19.3471
[97] valid_0's poisson: -98.8067 valid_0's huber: 19.2566
[98] valid_0's poisson: -98.896 valid_0's huber: 19.1695
[99] valid_0's poisson: -98.9877 valid_0's huber: 19.08
[100] valid_0's poisson: -99.0758 valid_0's huber: 18.9941
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3282 valid_0's huber: 29.6816
[2] valid_0's poisson: -87.4816 valid_0's huber: 29.5538
[3] valid_0's poisson: -87.634 valid_0's huber: 29.4265
[4] valid_0's poisson: -87.7856 valid_0's huber: 29.2997
[5] valid_0's poisson: -87.9362 valid_0's huber: 29.1733
[6] valid_0's poisson: -88.0859 valid_0's huber: 29.0475
[7] valid_0's poisson: -88.2347 valid_0's huber: 28.9221
[8] valid_0's poisson: -88.3797 valid_0's huber: 28.7921
[9] valid_0's poisson: -88.5236 valid_0's huber: 28.6627
[10] valid_0's poisson: -88.6664 valid_0's huber: 28.5338
[11] valid_0's poisson: -88.8098 valid_0's huber: 28.4056
[12] valid_0's poisson: -88.9508 valid_0's huber: 28.2777
[13] valid_0's poisson: -89.0925 valid_0's huber: 28.1504
[14] valid_0's poisson: -89.233 valid_0's huber: 28.0236
[15] valid_0's poisson: -89.372 valid_0's huber: 27.8971
[16] valid_0's poisson: -89.5111 valid_0's huber: 27.7709
[17] valid_0's poisson: -89.6495 valid_0's huber: 27.6452
[18] valid_0's poisson: -89.7858 valid_0's huber: 27.52
[19] valid_0's poisson: -89.9224 valid_0's huber: 27.3951
[20] valid_0's poisson: -90.0582 valid_0's huber: 27.2706
[21] valid_0's poisson: -90.1919 valid_0's huber: 27.1469
[22] valid_0's poisson: -90.3259 valid_0's huber: 27.0239
[23] valid_0's poisson: -90.459 valid_0's huber: 26.9015
[24] valid_0's poisson: -90.5902 valid_0's huber: 26.7798
[25] valid_0's poisson: -90.7217 valid_0's huber: 26.6584
[26] valid_0's poisson: -90.8513 valid_0's huber: 26.5376
[27] valid_0's poisson: -90.9889 valid_0's huber: 26.42
[28] valid_0's poisson: -91.1253 valid_0's huber: 26.303
[29] valid_0's poisson: -91.2526 valid_0's huber: 26.184
[30] valid_0's poisson: -91.3879 valid_0's huber: 26.0677
[31] valid_0's poisson: -91.5148 valid_0's huber: 25.9493
[32] valid_0's poisson: -91.6486 valid_0's huber: 25.834
[33] valid_0's poisson: -91.7739 valid_0's huber: 25.7166
[34] valid_0's poisson: -91.9063 valid_0's huber: 25.6019
[35] valid_0's poisson: -92.0302 valid_0's huber: 25.4856
[36] valid_0's poisson: -92.1616 valid_0's huber: 25.3715
[37] valid_0's poisson: -92.2833 valid_0's huber: 25.2567
[38] valid_0's poisson: -92.4131 valid_0's huber: 25.1435
[39] valid_0's poisson: -92.5392 valid_0's huber: 25.0319
[40] valid_0's poisson: -92.6675 valid_0's huber: 24.92
[41] valid_0's poisson: -92.7943 valid_0's huber: 24.8093
[42] valid_0's poisson: -92.9195 valid_0's huber: 24.6973
[43] valid_0's poisson: -93.0458 valid_0's huber: 24.5865
[44] valid_0's poisson: -93.1711 valid_0's huber: 24.4762
[45] valid_0's poisson: -93.2951 valid_0's huber: 24.3668
[46] valid_0's poisson: -93.4194 valid_0's huber: 24.2569
[47] valid_0's poisson: -93.5405 valid_0's huber: 24.1476
[48] valid_0's poisson: -93.6637 valid_0's huber: 24.038
[49] valid_0's poisson: -93.7858 valid_0's huber: 23.9295
[50] valid_0's poisson: -93.9061 valid_0's huber: 23.8223
[51] valid_0's poisson: -94.0253 valid_0's huber: 23.714
[52] valid_0's poisson: -94.1448 valid_0's huber: 23.6072
[53] valid_0's poisson: -94.2616 valid_0's huber: 23.5008
[54] valid_0's poisson: -94.3789 valid_0's huber: 23.3956
[55] valid_0's poisson: -94.4966 valid_0's huber: 23.2902
[56] valid_0's poisson: -94.6128 valid_0's huber: 23.1839
[57] valid_0's poisson: -94.7286 valid_0's huber: 23.0794
[58] valid_0's poisson: -94.8436 valid_0's huber: 22.974
[59] valid_0's poisson: -94.9578 valid_0's huber: 22.8693
[60] valid_0's poisson: -95.0715 valid_0's huber: 22.7647
[61] valid_0's poisson: -95.1854 valid_0's huber: 22.659
[62] valid_0's poisson: -95.2965 valid_0's huber: 22.5562
[63] valid_0's poisson: -95.4064 valid_0's huber: 22.4538
[64] valid_0's poisson: -95.5162 valid_0's huber: 22.3517
[65] valid_0's poisson: -95.6247 valid_0's huber: 22.2502
[66] valid_0's poisson: -95.7358 valid_0's huber: 22.146
[67] valid_0's poisson: -95.8432 valid_0's huber: 22.0451
[68] valid_0's poisson: -95.9499 valid_0's huber: 21.9446
[69] valid_0's poisson: -96.0591 valid_0's huber: 21.8416
[70] valid_0's poisson: -96.1647 valid_0's huber: 21.7419
[71] valid_0's poisson: -96.2698 valid_0's huber: 21.6417
[72] valid_0's poisson: -96.3769 valid_0's huber: 21.54
[73] valid_0's poisson: -96.4807 valid_0's huber: 21.4414
[74] valid_0's poisson: -96.5838 valid_0's huber: 21.3425
[75] valid_0's poisson: -96.6871 valid_0's huber: 21.2446
[76] valid_0's poisson: -96.7893 valid_0's huber: 21.1466
[77] valid_0's poisson: -96.8914 valid_0's huber: 21.0498
[78] valid_0's poisson: -96.9916 valid_0's huber: 20.9522
[79] valid_0's poisson: -97.0924 valid_0's huber: 20.8562
[80] valid_0's poisson: -97.1916 valid_0's huber: 20.7588
[81] valid_0's poisson: -97.2906 valid_0's huber: 20.6627
[82] valid_0's poisson: -97.3887 valid_0's huber: 20.5675
[83] valid_0's poisson: -97.4861 valid_0's huber: 20.473
[84] valid_0's poisson: -97.5855 valid_0's huber: 20.3786
[85] valid_0's poisson: -97.6824 valid_0's huber: 20.2865
[86] valid_0's poisson: -97.7834 valid_0's huber: 20.1887
[87] valid_0's poisson: -97.8794 valid_0's huber: 20.096
[88] valid_0's poisson: -97.9733 valid_0's huber: 20.0027
[89] valid_0's poisson: -98.0668 valid_0's huber: 19.91
[90] valid_0's poisson: -98.1608 valid_0's huber: 19.8185
[91] valid_0's poisson: -98.2598 valid_0's huber: 19.721
[92] valid_0's poisson: -98.3544 valid_0's huber: 19.6297
[93] valid_0's poisson: -98.4467 valid_0's huber: 19.5399
[94] valid_0's poisson: -98.538 valid_0's huber: 19.4501
[95] valid_0's poisson: -98.6282 valid_0's huber: 19.3596
[96] valid_0's poisson: -98.7189 valid_0's huber: 19.2707
[97] valid_0's poisson: -98.8118 valid_0's huber: 19.1803
[98] valid_0's poisson: -98.9019 valid_0's huber: 19.0904
[99] valid_0's poisson: -98.9904 valid_0's huber: 19.0012
[100] valid_0's poisson: -99.0797 valid_0's huber: 18.9134
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3192 valid_0's huber: 29.711
[2] valid_0's poisson: -87.468 valid_0's huber: 29.5795
[3] valid_0's poisson: -87.6159 valid_0's huber: 29.4486
[4] valid_0's poisson: -87.7628 valid_0's huber: 29.3182
[5] valid_0's poisson: -87.9087 valid_0's huber: 29.1884
[6] valid_0's poisson: -88.0538 valid_0's huber: 29.059
[7] valid_0's poisson: -88.198 valid_0's huber: 28.93
[8] valid_0's poisson: -88.3429 valid_0's huber: 28.8016
[9] valid_0's poisson: -88.4854 valid_0's huber: 28.6735
[10] valid_0's poisson: -88.6285 valid_0's huber: 28.546
[11] valid_0's poisson: -88.7692 valid_0's huber: 28.4189
[12] valid_0's poisson: -88.9105 valid_0's huber: 28.2925
[13] valid_0's poisson: -89.0508 valid_0's huber: 28.1665
[14] valid_0's poisson: -89.189 valid_0's huber: 28.0408
[15] valid_0's poisson: -89.3278 valid_0's huber: 27.9157
[16] valid_0's poisson: -89.4644 valid_0's huber: 27.7909
[17] valid_0's poisson: -89.6015 valid_0's huber: 27.6666
[18] valid_0's poisson: -89.7453 valid_0's huber: 27.5452
[19] valid_0's poisson: -89.8788 valid_0's huber: 27.4224
[20] valid_0's poisson: -90.0212 valid_0's huber: 27.3018
[21] valid_0's poisson: -90.1627 valid_0's huber: 27.1816
[22] valid_0's poisson: -90.3034 valid_0's huber: 27.0624
[23] valid_0's poisson: -90.4431 valid_0's huber: 26.9438
[24] valid_0's poisson: -90.5814 valid_0's huber: 26.8253
[25] valid_0's poisson: -90.7199 valid_0's huber: 26.7073
[26] valid_0's poisson: -90.8577 valid_0's huber: 26.5898
[27] valid_0's poisson: -90.9944 valid_0's huber: 26.4728
[28] valid_0's poisson: -91.1305 valid_0's huber: 26.3563
[29] valid_0's poisson: -91.2656 valid_0's huber: 26.2404
[30] valid_0's poisson: -91.3994 valid_0's huber: 26.1248
[31] valid_0's poisson: -91.5331 valid_0's huber: 26.01
[32] valid_0's poisson: -91.6659 valid_0's huber: 25.8957
[33] valid_0's poisson: -91.7981 valid_0's huber: 25.7818
[34] valid_0's poisson: -91.9295 valid_0's huber: 25.6684
[35] valid_0's poisson: -92.0589 valid_0's huber: 25.5554
[36] valid_0's poisson: -92.1889 valid_0's huber: 25.4429
[37] valid_0's poisson: -92.3188 valid_0's huber: 25.33
[38] valid_0's poisson: -92.4469 valid_0's huber: 25.2185
[39] valid_0's poisson: -92.5753 valid_0's huber: 25.1064
[40] valid_0's poisson: -92.7014 valid_0's huber: 24.9953
[41] valid_0's poisson: -92.8273 valid_0's huber: 24.885
[42] valid_0's poisson: -92.9534 valid_0's huber: 24.7747
[43] valid_0's poisson: -93.0772 valid_0's huber: 24.6649
[44] valid_0's poisson: -93.2016 valid_0's huber: 24.5522
[45] valid_0's poisson: -93.3252 valid_0's huber: 24.4401
[46] valid_0's poisson: -93.4485 valid_0's huber: 24.331
[47] valid_0's poisson: -93.57 valid_0's huber: 24.22
[48] valid_0's poisson: -93.6919 valid_0's huber: 24.1117
[49] valid_0's poisson: -93.8127 valid_0's huber: 24.0015
[50] valid_0's poisson: -93.934 valid_0's huber: 23.8936
[51] valid_0's poisson: -94.0519 valid_0's huber: 23.7847
[52] valid_0's poisson: -94.1719 valid_0's huber: 23.6778
[53] valid_0's poisson: -94.2884 valid_0's huber: 23.5701
[54] valid_0's poisson: -94.4071 valid_0's huber: 23.4638
[55] valid_0's poisson: -94.5223 valid_0's huber: 23.357
[56] valid_0's poisson: -94.6387 valid_0's huber: 23.2524
[57] valid_0's poisson: -94.7528 valid_0's huber: 23.1463
[58] valid_0's poisson: -94.8692 valid_0's huber: 23.0418
[59] valid_0's poisson: -94.9834 valid_0's huber: 22.9364
[60] valid_0's poisson: -95.0985 valid_0's huber: 22.8325
[61] valid_0's poisson: -95.2102 valid_0's huber: 22.728
[62] valid_0's poisson: -95.3241 valid_0's huber: 22.6234
[63] valid_0's poisson: -95.4374 valid_0's huber: 22.5205
[64] valid_0's poisson: -95.5472 valid_0's huber: 22.4171
[65] valid_0's poisson: -95.6576 valid_0's huber: 22.3139
[66] valid_0's poisson: -95.7677 valid_0's huber: 22.2107
[67] valid_0's poisson: -95.8782 valid_0's huber: 22.108
[68] valid_0's poisson: -95.9859 valid_0's huber: 22.0061
[69] valid_0's poisson: -96.0969 valid_0's huber: 21.9034
[70] valid_0's poisson: -96.2035 valid_0's huber: 21.8024
[71] valid_0's poisson: -96.3089 valid_0's huber: 21.7018
[72] valid_0's poisson: -96.4142 valid_0's huber: 21.6015
[73] valid_0's poisson: -96.5188 valid_0's huber: 21.5017
[74] valid_0's poisson: -96.6231 valid_0's huber: 21.4022
[75] valid_0's poisson: -96.7273 valid_0's huber: 21.3031
[76] valid_0's poisson: -96.8291 valid_0's huber: 21.2043
[77] valid_0's poisson: -96.9328 valid_0's huber: 21.1056
[78] valid_0's poisson: -97.0349 valid_0's huber: 21.0079
[79] valid_0's poisson: -97.136 valid_0's huber: 20.9099
[80] valid_0's poisson: -97.2373 valid_0's huber: 20.813
[81] valid_0's poisson: -97.3381 valid_0's huber: 20.7163
[82] valid_0's poisson: -97.4385 valid_0's huber: 20.6206
[83] valid_0's poisson: -97.5359 valid_0's huber: 20.5249
[84] valid_0's poisson: -97.6365 valid_0's huber: 20.4276
[85] valid_0's poisson: -97.7335 valid_0's huber: 20.3332
[86] valid_0's poisson: -97.8299 valid_0's huber: 20.2393
[87] valid_0's poisson: -97.9299 valid_0's huber: 20.141
[88] valid_0's poisson: -98.0273 valid_0's huber: 20.0473
[89] valid_0's poisson: -98.1229 valid_0's huber: 19.955
[90] valid_0's poisson: -98.2187 valid_0's huber: 19.8627
[91] valid_0's poisson: -98.3131 valid_0's huber: 19.7714
[92] valid_0's poisson: -98.4103 valid_0's huber: 19.6752
[93] valid_0's poisson: -98.5066 valid_0's huber: 19.5797
[94] valid_0's poisson: -98.5997 valid_0's huber: 19.4896
[95] valid_0's poisson: -98.6899 valid_0's huber: 19.4007
[96] valid_0's poisson: -98.7845 valid_0's huber: 19.3066
[97] valid_0's poisson: -98.8784 valid_0's huber: 19.2129
[98] valid_0's poisson: -98.9689 valid_0's huber: 19.125
[99] valid_0's poisson: -99.0585 valid_0's huber: 19.0379
[100] valid_0's poisson: -99.1475 valid_0's huber: 18.9522
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3259 valid_0's huber: 29.6621
[2] valid_0's poisson: -87.4749 valid_0's huber: 29.5311
[3] valid_0's poisson: -87.623 valid_0's huber: 29.4006
[4] valid_0's poisson: -87.7701 valid_0's huber: 29.2706
[5] valid_0's poisson: -87.9163 valid_0's huber: 29.1411
[6] valid_0's poisson: -88.0614 valid_0's huber: 29.0121
[7] valid_0's poisson: -88.2056 valid_0's huber: 28.8837
[8] valid_0's poisson: -88.3477 valid_0's huber: 28.757
[9] valid_0's poisson: -88.4909 valid_0's huber: 28.6302
[10] valid_0's poisson: -88.6332 valid_0's huber: 28.5039
[11] valid_0's poisson: -88.7738 valid_0's huber: 28.3775
[12] valid_0's poisson: -88.9142 valid_0's huber: 28.2522
[13] valid_0's poisson: -89.0537 valid_0's huber: 28.1274
[14] valid_0's poisson: -89.1907 valid_0's huber: 28.0032
[15] valid_0's poisson: -89.3293 valid_0's huber: 27.8785
[16] valid_0's poisson: -89.4668 valid_0's huber: 27.7546
[17] valid_0's poisson: -89.6037 valid_0's huber: 27.6307
[18] valid_0's poisson: -89.7381 valid_0's huber: 27.5075
[19] valid_0's poisson: -89.8733 valid_0's huber: 27.3846
[20] valid_0's poisson: -90.0156 valid_0's huber: 27.2648
[21] valid_0's poisson: -90.1476 valid_0's huber: 27.1428
[22] valid_0's poisson: -90.2885 valid_0's huber: 27.0242
[23] valid_0's poisson: -90.4289 valid_0's huber: 26.9055
[24] valid_0's poisson: -90.568 valid_0's huber: 26.7868
[25] valid_0's poisson: -90.707 valid_0's huber: 26.6691
[26] valid_0's poisson: -90.8452 valid_0's huber: 26.5517
[27] valid_0's poisson: -90.9826 valid_0's huber: 26.435
[28] valid_0's poisson: -91.119 valid_0's huber: 26.3188
[29] valid_0's poisson: -91.2545 valid_0's huber: 26.2032
[30] valid_0's poisson: -91.3887 valid_0's huber: 26.0877
[31] valid_0's poisson: -91.5227 valid_0's huber: 25.9732
[32] valid_0's poisson: -91.6488 valid_0's huber: 25.8558
[33] valid_0's poisson: -91.7815 valid_0's huber: 25.742
[34] valid_0's poisson: -91.906 valid_0's huber: 25.6257
[35] valid_0's poisson: -92.0375 valid_0's huber: 25.5123
[36] valid_0's poisson: -92.1608 valid_0's huber: 25.3964
[37] valid_0's poisson: -92.2909 valid_0's huber: 25.284
[38] valid_0's poisson: -92.4203 valid_0's huber: 25.1718
[39] valid_0's poisson: -92.5421 valid_0's huber: 25.0566
[40] valid_0's poisson: -92.6714 valid_0's huber: 24.9445
[41] valid_0's poisson: -92.7986 valid_0's huber: 24.8337
[42] valid_0's poisson: -92.9238 valid_0's huber: 24.7224
[43] valid_0's poisson: -93.0511 valid_0's huber: 24.6112
[44] valid_0's poisson: -93.1756 valid_0's huber: 24.5018
[45] valid_0's poisson: -93.2989 valid_0's huber: 24.3917
[46] valid_0's poisson: -93.4217 valid_0's huber: 24.2838
[47] valid_0's poisson: -93.5456 valid_0's huber: 24.175
[48] valid_0's poisson: -93.6679 valid_0's huber: 24.066
[49] valid_0's poisson: -93.7906 valid_0's huber: 23.9575
[50] valid_0's poisson: -93.9106 valid_0's huber: 23.8481
[51] valid_0's poisson: -94.0308 valid_0's huber: 23.7402
[52] valid_0's poisson: -94.1494 valid_0's huber: 23.632
[53] valid_0's poisson: -94.2672 valid_0's huber: 23.5243
[54] valid_0's poisson: -94.3845 valid_0's huber: 23.4167
[55] valid_0's poisson: -94.5035 valid_0's huber: 23.3104
[56] valid_0's poisson: -94.6194 valid_0's huber: 23.2039
[57] valid_0's poisson: -94.7346 valid_0's huber: 23.0981
[58] valid_0's poisson: -94.8515 valid_0's huber: 22.993
[59] valid_0's poisson: -94.9645 valid_0's huber: 22.8879
[60] valid_0's poisson: -95.0797 valid_0's huber: 22.7833
[61] valid_0's poisson: -95.1947 valid_0's huber: 22.6794
[62] valid_0's poisson: -95.3059 valid_0's huber: 22.5753
[63] valid_0's poisson: -95.4165 valid_0's huber: 22.4714
[64] valid_0's poisson: -95.5297 valid_0's huber: 22.3685
[65] valid_0's poisson: -95.6402 valid_0's huber: 22.2658
[66] valid_0's poisson: -95.7512 valid_0's huber: 22.1631
[67] valid_0's poisson: -95.8602 valid_0's huber: 22.0612
[68] valid_0's poisson: -95.9714 valid_0's huber: 21.96
[69] valid_0's poisson: -96.0782 valid_0's huber: 21.8585
[70] valid_0's poisson: -96.1869 valid_0's huber: 21.7573
[71] valid_0's poisson: -96.2935 valid_0's huber: 21.6563
[72] valid_0's poisson: -96.3984 valid_0's huber: 21.5569
[73] valid_0's poisson: -96.5029 valid_0's huber: 21.4576
[74] valid_0's poisson: -96.6078 valid_0's huber: 21.3584
[75] valid_0's poisson: -96.711 valid_0's huber: 21.2601
[76] valid_0's poisson: -96.8129 valid_0's huber: 21.1623
[77] valid_0's poisson: -96.9147 valid_0's huber: 21.065
[78] valid_0's poisson: -97.015 valid_0's huber: 20.9673
[79] valid_0's poisson: -97.1172 valid_0's huber: 20.8696
[80] valid_0's poisson: -97.2184 valid_0's huber: 20.7733
[81] valid_0's poisson: -97.3182 valid_0's huber: 20.6779
[82] valid_0's poisson: -97.4172 valid_0's huber: 20.5831
[83] valid_0's poisson: -97.5192 valid_0's huber: 20.4838
[84] valid_0's poisson: -97.6182 valid_0's huber: 20.3896
[85] valid_0's poisson: -97.7162 valid_0's huber: 20.296
[86] valid_0's poisson: -97.8135 valid_0's huber: 20.2029
[87] valid_0's poisson: -97.9106 valid_0's huber: 20.1111
[88] valid_0's poisson: -98.0097 valid_0's huber: 20.0141
[89] valid_0's poisson: -98.1055 valid_0's huber: 19.9233
[90] valid_0's poisson: -98.1993 valid_0's huber: 19.8316
[91] valid_0's poisson: -98.2965 valid_0's huber: 19.7359
[92] valid_0's poisson: -98.3884 valid_0's huber: 19.646
[93] valid_0's poisson: -98.4841 valid_0's huber: 19.5514
[94] valid_0's poisson: -98.5753 valid_0's huber: 19.4618
[95] valid_0's poisson: -98.6696 valid_0's huber: 19.3684
[96] valid_0's poisson: -98.7632 valid_0's huber: 19.2757
[97] valid_0's poisson: -98.8523 valid_0's huber: 19.1878
[98] valid_0's poisson: -98.9444 valid_0's huber: 19.0962
[99] valid_0's poisson: -99.0347 valid_0's huber: 19.0086
[100] valid_0's poisson: -99.1239 valid_0's huber: 18.9228
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3127 valid_0's huber: 29.7559
[2] valid_0's poisson: -87.4621 valid_0's huber: 29.6251
[3] valid_0's poisson: -87.6088 valid_0's huber: 29.4954
[4] valid_0's poisson: -87.7545 valid_0's huber: 29.3662
[5] valid_0's poisson: -87.9013 valid_0's huber: 29.2368
[6] valid_0's poisson: -88.0459 valid_0's huber: 29.1096
[7] valid_0's poisson: -88.189 valid_0's huber: 28.9817
[8] valid_0's poisson: -88.3333 valid_0's huber: 28.8537
[9] valid_0's poisson: -88.4766 valid_0's huber: 28.7261
[10] valid_0's poisson: -88.6172 valid_0's huber: 28.5995
[11] valid_0's poisson: -88.7589 valid_0's huber: 28.4727
[12] valid_0's poisson: -88.8979 valid_0's huber: 28.3467
[13] valid_0's poisson: -89.0385 valid_0's huber: 28.2203
[14] valid_0's poisson: -89.1778 valid_0's huber: 28.0947
[15] valid_0's poisson: -89.314 valid_0's huber: 27.9703
[16] valid_0's poisson: -89.4517 valid_0's huber: 27.8456
[17] valid_0's poisson: -89.589 valid_0's huber: 27.7209
[18] valid_0's poisson: -89.723 valid_0's huber: 27.5975
[19] valid_0's poisson: -89.8584 valid_0's huber: 27.4738
[20] valid_0's poisson: -90.0005 valid_0's huber: 27.3539
[21] valid_0's poisson: -90.1333 valid_0's huber: 27.231
[22] valid_0's poisson: -90.2742 valid_0's huber: 27.1117
[23] valid_0's poisson: -90.4142 valid_0's huber: 26.993
[24] valid_0's poisson: -90.5445 valid_0's huber: 26.8717
[25] valid_0's poisson: -90.683 valid_0's huber: 26.7538
[26] valid_0's poisson: -90.8194 valid_0's huber: 26.6363
[27] valid_0's poisson: -90.9561 valid_0's huber: 26.5198
[28] valid_0's poisson: -91.0917 valid_0's huber: 26.4037
[29] valid_0's poisson: -91.2267 valid_0's huber: 26.2878
[30] valid_0's poisson: -91.3613 valid_0's huber: 26.1725
[31] valid_0's poisson: -91.4942 valid_0's huber: 26.0576
[32] valid_0's poisson: -91.6263 valid_0's huber: 25.9432
[33] valid_0's poisson: -91.7577 valid_0's huber: 25.8294
[34] valid_0's poisson: -91.8882 valid_0's huber: 25.716
[35] valid_0's poisson: -92.0175 valid_0's huber: 25.6027
[36] valid_0's poisson: -92.1481 valid_0's huber: 25.4898
[37] valid_0's poisson: -92.2761 valid_0's huber: 25.3774
[38] valid_0's poisson: -92.404 valid_0's huber: 25.2657
[39] valid_0's poisson: -92.5327 valid_0's huber: 25.1538
[40] valid_0's poisson: -92.6593 valid_0's huber: 25.0428
[41] valid_0's poisson: -92.7851 valid_0's huber: 24.9323
[42] valid_0's poisson: -92.9092 valid_0's huber: 24.821
[43] valid_0's poisson: -93.0338 valid_0's huber: 24.7111
[44] valid_0's poisson: -93.1602 valid_0's huber: 24.5995
[45] valid_0's poisson: -93.2768 valid_0's huber: 24.4881
[46] valid_0's poisson: -93.4012 valid_0's huber: 24.378
[47] valid_0's poisson: -93.5173 valid_0's huber: 24.2665
[48] valid_0's poisson: -93.6381 valid_0's huber: 24.1571
[49] valid_0's poisson: -93.7606 valid_0's huber: 24.0479
[50] valid_0's poisson: -93.8805 valid_0's huber: 23.9408
[51] valid_0's poisson: -93.994 valid_0's huber: 23.831
[52] valid_0's poisson: -94.1063 valid_0's huber: 23.7223
[53] valid_0's poisson: -94.226 valid_0's huber: 23.6153
[54] valid_0's poisson: -94.3432 valid_0's huber: 23.5085
[55] valid_0's poisson: -94.4615 valid_0's huber: 23.4015
[56] valid_0's poisson: -94.5792 valid_0's huber: 23.295
[57] valid_0's poisson: -94.6965 valid_0's huber: 23.1897
[58] valid_0's poisson: -94.8122 valid_0's huber: 23.0843
[59] valid_0's poisson: -94.9283 valid_0's huber: 22.9797
[60] valid_0's poisson: -95.0435 valid_0's huber: 22.8747
[61] valid_0's poisson: -95.1572 valid_0's huber: 22.7705
[62] valid_0's poisson: -95.2709 valid_0's huber: 22.6676
[63] valid_0's poisson: -95.3834 valid_0's huber: 22.564
[64] valid_0's poisson: -95.4952 valid_0's huber: 22.4595
[65] valid_0's poisson: -95.6064 valid_0's huber: 22.3566
[66] valid_0's poisson: -95.7177 valid_0's huber: 22.2537
[67] valid_0's poisson: -95.8275 valid_0's huber: 22.1504
[68] valid_0's poisson: -95.9368 valid_0's huber: 22.0485
[69] valid_0's poisson: -96.0453 valid_0's huber: 21.9458
[70] valid_0's poisson: -96.1534 valid_0's huber: 21.8447
[71] valid_0's poisson: -96.2599 valid_0's huber: 21.7435
[72] valid_0's poisson: -96.3666 valid_0's huber: 21.6432
[73] valid_0's poisson: -96.4712 valid_0's huber: 21.5423
[74] valid_0's poisson: -96.5761 valid_0's huber: 21.4425
[75] valid_0's poisson: -96.6793 valid_0's huber: 21.3427
[76] valid_0's poisson: -96.7851 valid_0's huber: 21.2408
[77] valid_0's poisson: -96.8902 valid_0's huber: 21.1395
[78] valid_0's poisson: -96.992 valid_0's huber: 21.0421
[79] valid_0's poisson: -97.0938 valid_0's huber: 20.9451
[80] valid_0's poisson: -97.1945 valid_0's huber: 20.8488
[81] valid_0's poisson: -97.2954 valid_0's huber: 20.7532
[82] valid_0's poisson: -97.3952 valid_0's huber: 20.6581
[83] valid_0's poisson: -97.494 valid_0's huber: 20.5638
[84] valid_0's poisson: -97.5925 valid_0's huber: 20.4698
[85] valid_0's poisson: -97.6896 valid_0's huber: 20.3773
[86] valid_0's poisson: -97.7875 valid_0's huber: 20.2841
[87] valid_0's poisson: -97.8818 valid_0's huber: 20.1907
[88] valid_0's poisson: -97.981 valid_0's huber: 20.0936
[89] valid_0's poisson: -98.077 valid_0's huber: 20.0021
[90] valid_0's poisson: -98.169 valid_0's huber: 19.9107
[91] valid_0's poisson: -98.2667 valid_0's huber: 19.8142
[92] valid_0's poisson: -98.3614 valid_0's huber: 19.7232
[93] valid_0's poisson: -98.4553 valid_0's huber: 19.6329
[94] valid_0's poisson: -98.5453 valid_0's huber: 19.5437
[95] valid_0's poisson: -98.6405 valid_0's huber: 19.449
[96] valid_0's poisson: -98.7325 valid_0's huber: 19.3602
[97] valid_0's poisson: -98.8221 valid_0's huber: 19.2719
[98] valid_0's poisson: -98.91 valid_0's huber: 19.184
[99] valid_0's poisson: -99.0027 valid_0's huber: 19.0911
[100] valid_0's poisson: -99.0924 valid_0's huber: 19.0036
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2028 valid_0's huber: 29.7853
[2] valid_0's poisson: -87.2319 valid_0's huber: 29.7589
[3] valid_0's poisson: -87.2609 valid_0's huber: 29.7325
[4] valid_0's poisson: -87.2899 valid_0's huber: 29.7061
[5] valid_0's poisson: -87.3189 valid_0's huber: 29.6798
[6] valid_0's poisson: -87.3478 valid_0's huber: 29.6535
[7] valid_0's poisson: -87.3767 valid_0's huber: 29.6272
[8] valid_0's poisson: -87.4056 valid_0's huber: 29.6009
[9] valid_0's poisson: -87.4344 valid_0's huber: 29.5747
[10] valid_0's poisson: -87.4631 valid_0's huber: 29.5485
[11] valid_0's poisson: -87.4918 valid_0's huber: 29.5223
[12] valid_0's poisson: -87.5205 valid_0's huber: 29.4961
[13] valid_0's poisson: -87.5491 valid_0's huber: 29.47
[14] valid_0's poisson: -87.5777 valid_0's huber: 29.4439
[15] valid_0's poisson: -87.6063 valid_0's huber: 29.4178
[16] valid_0's poisson: -87.6348 valid_0's huber: 29.3918
[17] valid_0's poisson: -87.6632 valid_0's huber: 29.3658
[18] valid_0's poisson: -87.6917 valid_0's huber: 29.3398
[19] valid_0's poisson: -87.72 valid_0's huber: 29.3138
[20] valid_0's poisson: -87.7484 valid_0's huber: 29.2879
[21] valid_0's poisson: -87.7767 valid_0's huber: 29.262
[22] valid_0's poisson: -87.8049 valid_0's huber: 29.2361
[23] valid_0's poisson: -87.8331 valid_0's huber: 29.2103
[24] valid_0's poisson: -87.8613 valid_0's huber: 29.1845
[25] valid_0's poisson: -87.8894 valid_0's huber: 29.1587
[26] valid_0's poisson: -87.9175 valid_0's huber: 29.1329
[27] valid_0's poisson: -87.9455 valid_0's huber: 29.1072
[28] valid_0's poisson: -87.9735 valid_0's huber: 29.0815
[29] valid_0's poisson: -88.0015 valid_0's huber: 29.0558
[30] valid_0's poisson: -88.0294 valid_0's huber: 29.0301
[31] valid_0's poisson: -88.0573 valid_0's huber: 29.0045
[32] valid_0's poisson: -88.0851 valid_0's huber: 28.9789
[33] valid_0's poisson: -88.1129 valid_0's huber: 28.9533
[34] valid_0's poisson: -88.1407 valid_0's huber: 28.9278
[35] valid_0's poisson: -88.1684 valid_0's huber: 28.9023
[36] valid_0's poisson: -88.1961 valid_0's huber: 28.8768
[37] valid_0's poisson: -88.2237 valid_0's huber: 28.8513
[38] valid_0's poisson: -88.2513 valid_0's huber: 28.8259
[39] valid_0's poisson: -88.2789 valid_0's huber: 28.8004
[40] valid_0's poisson: -88.3064 valid_0's huber: 28.7751
[41] valid_0's poisson: -88.3339 valid_0's huber: 28.7497
[42] valid_0's poisson: -88.3614 valid_0's huber: 28.7243
[43] valid_0's poisson: -88.3888 valid_0's huber: 28.699
[44] valid_0's poisson: -88.4161 valid_0's huber: 28.6737
[45] valid_0's poisson: -88.4435 valid_0's huber: 28.6485
[46] valid_0's poisson: -88.4708 valid_0's huber: 28.6232
[47] valid_0's poisson: -88.498 valid_0's huber: 28.598
[48] valid_0's poisson: -88.5252 valid_0's huber: 28.5728
[49] valid_0's poisson: -88.5524 valid_0's huber: 28.5477
[50] valid_0's poisson: -88.5795 valid_0's huber: 28.5226
[51] valid_0's poisson: -88.6066 valid_0's huber: 28.4975
[52] valid_0's poisson: -88.6337 valid_0's huber: 28.4724
[53] valid_0's poisson: -88.6607 valid_0's huber: 28.4473
[54] valid_0's poisson: -88.6876 valid_0's huber: 28.4223
[55] valid_0's poisson: -88.7147 valid_0's huber: 28.3973
[56] valid_0's poisson: -88.7418 valid_0's huber: 28.3722
[57] valid_0's poisson: -88.7686 valid_0's huber: 28.3473
[58] valid_0's poisson: -88.7956 valid_0's huber: 28.3223
[59] valid_0's poisson: -88.8225 valid_0's huber: 28.2973
[60] valid_0's poisson: -88.8492 valid_0's huber: 28.2724
[61] valid_0's poisson: -88.8761 valid_0's huber: 28.2474
[62] valid_0's poisson: -88.9029 valid_0's huber: 28.2225
[63] valid_0's poisson: -88.9295 valid_0's huber: 28.1977
[64] valid_0's poisson: -88.9562 valid_0's huber: 28.1729
[65] valid_0's poisson: -88.9827 valid_0's huber: 28.1481
[66] valid_0's poisson: -89.0094 valid_0's huber: 28.1233
[67] valid_0's poisson: -89.0358 valid_0's huber: 28.0986
[68] valid_0's poisson: -89.0623 valid_0's huber: 28.0739
[69] valid_0's poisson: -89.0888 valid_0's huber: 28.0491
[70] valid_0's poisson: -89.1151 valid_0's huber: 28.0245
[71] valid_0's poisson: -89.1416 valid_0's huber: 27.9999
[72] valid_0's poisson: -89.1678 valid_0's huber: 27.9753
[73] valid_0's poisson: -89.1941 valid_0's huber: 27.9507
[74] valid_0's poisson: -89.2203 valid_0's huber: 27.9261
[75] valid_0's poisson: -89.2465 valid_0's huber: 27.9016
[76] valid_0's poisson: -89.2727 valid_0's huber: 27.8771
[77] valid_0's poisson: -89.2987 valid_0's huber: 27.8526
[78] valid_0's poisson: -89.3249 valid_0's huber: 27.8281
[79] valid_0's poisson: -89.3508 valid_0's huber: 27.8037
[80] valid_0's poisson: -89.3769 valid_0's huber: 27.7793
[81] valid_0's poisson: -89.4027 valid_0's huber: 27.755
[82] valid_0's poisson: -89.4287 valid_0's huber: 27.7306
[83] valid_0's poisson: -89.4546 valid_0's huber: 27.7063
[84] valid_0's poisson: -89.4803 valid_0's huber: 27.682
[85] valid_0's poisson: -89.506 valid_0's huber: 27.6578
[86] valid_0's poisson: -89.5317 valid_0's huber: 27.6336
[87] valid_0's poisson: -89.5574 valid_0's huber: 27.6094
[88] valid_0's poisson: -89.583 valid_0's huber: 27.5853
[89] valid_0's poisson: -89.6086 valid_0's huber: 27.5612
[90] valid_0's poisson: -89.6341 valid_0's huber: 27.5371
[91] valid_0's poisson: -89.6596 valid_0's huber: 27.513
[92] valid_0's poisson: -89.6851 valid_0's huber: 27.4889
[93] valid_0's poisson: -89.7105 valid_0's huber: 27.4649
[94] valid_0's poisson: -89.7359 valid_0's huber: 27.4409
[95] valid_0's poisson: -89.7612 valid_0's huber: 27.4169
[96] valid_0's poisson: -89.7865 valid_0's huber: 27.393
[97] valid_0's poisson: -89.8118 valid_0's huber: 27.3691
[98] valid_0's poisson: -89.837 valid_0's huber: 27.3452
[99] valid_0's poisson: -89.8622 valid_0's huber: 27.3213
[100] valid_0's poisson: -89.8873 valid_0's huber: 27.2975
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2028 valid_0's huber: 29.7832
[2] valid_0's poisson: -87.2316 valid_0's huber: 29.7567
[3] valid_0's poisson: -87.2603 valid_0's huber: 29.7303
[4] valid_0's poisson: -87.289 valid_0's huber: 29.7038
[5] valid_0's poisson: -87.3177 valid_0's huber: 29.6774
[6] valid_0's poisson: -87.3463 valid_0's huber: 29.6511
[7] valid_0's poisson: -87.3748 valid_0's huber: 29.6247
[8] valid_0's poisson: -87.4033 valid_0's huber: 29.5984
[9] valid_0's poisson: -87.4317 valid_0's huber: 29.5722
[10] valid_0's poisson: -87.4601 valid_0's huber: 29.5459
[11] valid_0's poisson: -87.4884 valid_0's huber: 29.5197
[12] valid_0's poisson: -87.5167 valid_0's huber: 29.4936
[13] valid_0's poisson: -87.5449 valid_0's huber: 29.4674
[14] valid_0's poisson: -87.5731 valid_0's huber: 29.4413
[15] valid_0's poisson: -87.6012 valid_0's huber: 29.4153
[16] valid_0's poisson: -87.6292 valid_0's huber: 29.3892
[17] valid_0's poisson: -87.6572 valid_0's huber: 29.3632
[18] valid_0's poisson: -87.6852 valid_0's huber: 29.3372
[19] valid_0's poisson: -87.7131 valid_0's huber: 29.3113
[20] valid_0's poisson: -87.7419 valid_0's huber: 29.285
[21] valid_0's poisson: -87.7708 valid_0's huber: 29.2587
[22] valid_0's poisson: -87.7995 valid_0's huber: 29.2324
[23] valid_0's poisson: -87.8273 valid_0's huber: 29.2066
[24] valid_0's poisson: -87.856 valid_0's huber: 29.1804
[25] valid_0's poisson: -87.8846 valid_0's huber: 29.1542
[26] valid_0's poisson: -87.9132 valid_0's huber: 29.1281
[27] valid_0's poisson: -87.9408 valid_0's huber: 29.1023
[28] valid_0's poisson: -87.9693 valid_0's huber: 29.0762
[29] valid_0's poisson: -87.9978 valid_0's huber: 29.0502
[30] valid_0's poisson: -88.0253 valid_0's huber: 29.0245
[31] valid_0's poisson: -88.0537 valid_0's huber: 28.9985
[32] valid_0's poisson: -88.0811 valid_0's huber: 28.9728
[33] valid_0's poisson: -88.1085 valid_0's huber: 28.9472
[34] valid_0's poisson: -88.1368 valid_0's huber: 28.9212
[35] valid_0's poisson: -88.1641 valid_0's huber: 28.8957
[36] valid_0's poisson: -88.1923 valid_0's huber: 28.8697
[37] valid_0's poisson: -88.2195 valid_0's huber: 28.8442
[38] valid_0's poisson: -88.2477 valid_0's huber: 28.8183
[39] valid_0's poisson: -88.2758 valid_0's huber: 28.7925
[40] valid_0's poisson: -88.3039 valid_0's huber: 28.7666
[41] valid_0's poisson: -88.332 valid_0's huber: 28.7408
[42] valid_0's poisson: -88.36 valid_0's huber: 28.7151
[43] valid_0's poisson: -88.3879 valid_0's huber: 28.6893
[44] valid_0's poisson: -88.4149 valid_0's huber: 28.6639
[45] valid_0's poisson: -88.4428 valid_0's huber: 28.6382
[46] valid_0's poisson: -88.4706 valid_0's huber: 28.6126
[47] valid_0's poisson: -88.4984 valid_0's huber: 28.5869
[48] valid_0's poisson: -88.5262 valid_0's huber: 28.5613
[49] valid_0's poisson: -88.5539 valid_0's huber: 28.5357
[50] valid_0's poisson: -88.5806 valid_0's huber: 28.5105
[51] valid_0's poisson: -88.6082 valid_0's huber: 28.485
[52] valid_0's poisson: -88.6358 valid_0's huber: 28.4595
[53] valid_0's poisson: -88.6633 valid_0's huber: 28.434
[54] valid_0's poisson: -88.6908 valid_0's huber: 28.4086
[55] valid_0's poisson: -88.7183 valid_0's huber: 28.3831
[56] valid_0's poisson: -88.7457 valid_0's huber: 28.3577
[57] valid_0's poisson: -88.7731 valid_0's huber: 28.3324
[58] valid_0's poisson: -88.8004 valid_0's huber: 28.307
[59] valid_0's poisson: -88.8277 valid_0's huber: 28.2817
[60] valid_0's poisson: -88.855 valid_0's huber: 28.2564
[61] valid_0's poisson: -88.8822 valid_0's huber: 28.2312
[62] valid_0's poisson: -88.9093 valid_0's huber: 28.2059
[63] valid_0's poisson: -88.9365 valid_0's huber: 28.1807
[64] valid_0's poisson: -88.9636 valid_0's huber: 28.1555
[65] valid_0's poisson: -88.9896 valid_0's huber: 28.1305
[66] valid_0's poisson: -89.0156 valid_0's huber: 28.1055
[67] valid_0's poisson: -89.0426 valid_0's huber: 28.0803
[68] valid_0's poisson: -89.0685 valid_0's huber: 28.0554
[69] valid_0's poisson: -89.0954 valid_0's huber: 28.0302
[70] valid_0's poisson: -89.1223 valid_0's huber: 28.0052
[71] valid_0's poisson: -89.1492 valid_0's huber: 27.9801
[72] valid_0's poisson: -89.176 valid_0's huber: 27.955
[73] valid_0's poisson: -89.2028 valid_0's huber: 27.93
[74] valid_0's poisson: -89.2295 valid_0's huber: 27.9051
[75] valid_0's poisson: -89.2562 valid_0's huber: 27.8801
[76] valid_0's poisson: -89.2828 valid_0's huber: 27.8552
[77] valid_0's poisson: -89.3094 valid_0's huber: 27.8303
[78] valid_0's poisson: -89.3359 valid_0's huber: 27.8054
[79] valid_0's poisson: -89.3624 valid_0's huber: 27.7806
[80] valid_0's poisson: -89.3889 valid_0's huber: 27.7558
[81] valid_0's poisson: -89.4153 valid_0's huber: 27.731
[82] valid_0's poisson: -89.4417 valid_0's huber: 27.7063
[83] valid_0's poisson: -89.468 valid_0's huber: 27.6816
[84] valid_0's poisson: -89.4943 valid_0's huber: 27.6569
[85] valid_0's poisson: -89.5205 valid_0's huber: 27.6323
[86] valid_0's poisson: -89.5467 valid_0's huber: 27.6077
[87] valid_0's poisson: -89.5729 valid_0's huber: 27.5831
[88] valid_0's poisson: -89.599 valid_0's huber: 27.5585
[89] valid_0's poisson: -89.6251 valid_0's huber: 27.534
[90] valid_0's poisson: -89.6511 valid_0's huber: 27.5095
[91] valid_0's poisson: -89.6771 valid_0's huber: 27.4851
[92] valid_0's poisson: -89.703 valid_0's huber: 27.4606
[93] valid_0's poisson: -89.7289 valid_0's huber: 27.4362
[94] valid_0's poisson: -89.7548 valid_0's huber: 27.4118
[95] valid_0's poisson: -89.7806 valid_0's huber: 27.3875
[96] valid_0's poisson: -89.8063 valid_0's huber: 27.3631
[97] valid_0's poisson: -89.8321 valid_0's huber: 27.3388
[98] valid_0's poisson: -89.8578 valid_0's huber: 27.3145
[99] valid_0's poisson: -89.8834 valid_0's huber: 27.2903
[100] valid_0's poisson: -89.909 valid_0's huber: 27.2661
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1987 valid_0's huber: 29.8164
[2] valid_0's poisson: -87.2277 valid_0's huber: 29.79
[3] valid_0's poisson: -87.2567 valid_0's huber: 29.7636
[4] valid_0's poisson: -87.2857 valid_0's huber: 29.7372
[5] valid_0's poisson: -87.3146 valid_0's huber: 29.7109
[6] valid_0's poisson: -87.3435 valid_0's huber: 29.6846
[7] valid_0's poisson: -87.3724 valid_0's huber: 29.6583
[8] valid_0's poisson: -87.4012 valid_0's huber: 29.632
[9] valid_0's poisson: -87.43 valid_0's huber: 29.6057
[10] valid_0's poisson: -87.4587 valid_0's huber: 29.5795
[11] valid_0's poisson: -87.4874 valid_0's huber: 29.5533
[12] valid_0's poisson: -87.516 valid_0's huber: 29.5272
[13] valid_0's poisson: -87.5446 valid_0's huber: 29.501
[14] valid_0's poisson: -87.5732 valid_0's huber: 29.4749
[15] valid_0's poisson: -87.6017 valid_0's huber: 29.4488
[16] valid_0's poisson: -87.6302 valid_0's huber: 29.4228
[17] valid_0's poisson: -87.6586 valid_0's huber: 29.3967
[18] valid_0's poisson: -87.687 valid_0's huber: 29.3707
[19] valid_0's poisson: -87.7154 valid_0's huber: 29.3447
[20] valid_0's poisson: -87.7437 valid_0's huber: 29.3188
[21] valid_0's poisson: -87.772 valid_0's huber: 29.2929
[22] valid_0's poisson: -87.8002 valid_0's huber: 29.267
[23] valid_0's poisson: -87.8284 valid_0's huber: 29.2411
[24] valid_0's poisson: -87.8566 valid_0's huber: 29.2153
[25] valid_0's poisson: -87.8847 valid_0's huber: 29.1895
[26] valid_0's poisson: -87.9127 valid_0's huber: 29.1637
[27] valid_0's poisson: -87.9408 valid_0's huber: 29.1379
[28] valid_0's poisson: -87.9688 valid_0's huber: 29.1122
[29] valid_0's poisson: -87.9967 valid_0's huber: 29.0865
[30] valid_0's poisson: -88.0246 valid_0's huber: 29.0608
[31] valid_0's poisson: -88.0525 valid_0's huber: 29.0352
[32] valid_0's poisson: -88.0803 valid_0's huber: 29.0095
[33] valid_0's poisson: -88.1081 valid_0's huber: 28.9839
[34] valid_0's poisson: -88.1358 valid_0's huber: 28.9583
[35] valid_0's poisson: -88.1636 valid_0's huber: 28.9328
[36] valid_0's poisson: -88.1912 valid_0's huber: 28.9072
[37] valid_0's poisson: -88.2189 valid_0's huber: 28.8817
[38] valid_0's poisson: -88.2465 valid_0's huber: 28.8562
[39] valid_0's poisson: -88.2741 valid_0's huber: 28.8308
[40] valid_0's poisson: -88.3016 valid_0's huber: 28.8053
[41] valid_0's poisson: -88.3291 valid_0's huber: 28.7799
[42] valid_0's poisson: -88.3566 valid_0's huber: 28.7545
[43] valid_0's poisson: -88.384 valid_0's huber: 28.7292
[44] valid_0's poisson: -88.4113 valid_0's huber: 28.7038
[45] valid_0's poisson: -88.4387 valid_0's huber: 28.6785
[46] valid_0's poisson: -88.4659 valid_0's huber: 28.6533
[47] valid_0's poisson: -88.4932 valid_0's huber: 28.628
[48] valid_0's poisson: -88.5204 valid_0's huber: 28.6028
[49] valid_0's poisson: -88.5475 valid_0's huber: 28.5776
[50] valid_0's poisson: -88.5746 valid_0's huber: 28.5525
[51] valid_0's poisson: -88.6017 valid_0's huber: 28.5274
[52] valid_0's poisson: -88.6287 valid_0's huber: 28.5023
[53] valid_0's poisson: -88.6557 valid_0's huber: 28.4772
[54] valid_0's poisson: -88.6826 valid_0's huber: 28.4522
[55] valid_0's poisson: -88.7095 valid_0's huber: 28.4272
[56] valid_0's poisson: -88.7364 valid_0's huber: 28.4022
[57] valid_0's poisson: -88.7632 valid_0's huber: 28.3772
[58] valid_0's poisson: -88.79 valid_0's huber: 28.3523
[59] valid_0's poisson: -88.8167 valid_0's huber: 28.3273
[60] valid_0's poisson: -88.8434 valid_0's huber: 28.3024
[61] valid_0's poisson: -88.87 valid_0's huber: 28.2776
[62] valid_0's poisson: -88.8966 valid_0's huber: 28.2527
[63] valid_0's poisson: -88.9232 valid_0's huber: 28.2279
[64] valid_0's poisson: -88.9497 valid_0's huber: 28.2031
[65] valid_0's poisson: -88.9762 valid_0's huber: 28.1783
[66] valid_0's poisson: -89.0026 valid_0's huber: 28.1536
[67] valid_0's poisson: -89.029 valid_0's huber: 28.1289
[68] valid_0's poisson: -89.0554 valid_0's huber: 28.1042
[69] valid_0's poisson: -89.0817 valid_0's huber: 28.0795
[70] valid_0's poisson: -89.1079 valid_0's huber: 28.0549
[71] valid_0's poisson: -89.1341 valid_0's huber: 28.0303
[72] valid_0's poisson: -89.1603 valid_0's huber: 28.0057
[73] valid_0's poisson: -89.1864 valid_0's huber: 27.9812
[74] valid_0's poisson: -89.2125 valid_0's huber: 27.9567
[75] valid_0's poisson: -89.2386 valid_0's huber: 27.9322
[76] valid_0's poisson: -89.2646 valid_0's huber: 27.9077
[77] valid_0's poisson: -89.2906 valid_0's huber: 27.8832
[78] valid_0's poisson: -89.3165 valid_0's huber: 27.8588
[79] valid_0's poisson: -89.3424 valid_0's huber: 27.8344
[80] valid_0's poisson: -89.3683 valid_0's huber: 27.81
[81] valid_0's poisson: -89.3941 valid_0's huber: 27.7857
[82] valid_0's poisson: -89.4199 valid_0's huber: 27.7613
[83] valid_0's poisson: -89.4456 valid_0's huber: 27.7371
[84] valid_0's poisson: -89.4713 valid_0's huber: 27.7128
[85] valid_0's poisson: -89.497 valid_0's huber: 27.6885
[86] valid_0's poisson: -89.5226 valid_0's huber: 27.6643
[87] valid_0's poisson: -89.5482 valid_0's huber: 27.6401
[88] valid_0's poisson: -89.5737 valid_0's huber: 27.616
[89] valid_0's poisson: -89.5992 valid_0's huber: 27.5919
[90] valid_0's poisson: -89.6247 valid_0's huber: 27.5677
[91] valid_0's poisson: -89.6501 valid_0's huber: 27.5437
[92] valid_0's poisson: -89.6754 valid_0's huber: 27.5196
[93] valid_0's poisson: -89.7008 valid_0's huber: 27.4955
[94] valid_0's poisson: -89.7261 valid_0's huber: 27.4715
[95] valid_0's poisson: -89.7513 valid_0's huber: 27.4475
[96] valid_0's poisson: -89.7765 valid_0's huber: 27.4236
[97] valid_0's poisson: -89.8017 valid_0's huber: 27.3997
[98] valid_0's poisson: -89.8268 valid_0's huber: 27.3758
[99] valid_0's poisson: -89.8519 valid_0's huber: 27.3519
[100] valid_0's poisson: -89.8769 valid_0's huber: 27.3281
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2053 valid_0's huber: 29.7671
[2] valid_0's poisson: -87.2346 valid_0's huber: 29.7406
[3] valid_0's poisson: -87.2638 valid_0's huber: 29.7142
[4] valid_0's poisson: -87.293 valid_0's huber: 29.6878
[5] valid_0's poisson: -87.3221 valid_0's huber: 29.6614
[6] valid_0's poisson: -87.3512 valid_0's huber: 29.635
[7] valid_0's poisson: -87.3803 valid_0's huber: 29.6086
[8] valid_0's poisson: -87.4093 valid_0's huber: 29.5823
[9] valid_0's poisson: -87.4383 valid_0's huber: 29.556
[10] valid_0's poisson: -87.4672 valid_0's huber: 29.5297
[11] valid_0's poisson: -87.4961 valid_0's huber: 29.5035
[12] valid_0's poisson: -87.5249 valid_0's huber: 29.4773
[13] valid_0's poisson: -87.5537 valid_0's huber: 29.4511
[14] valid_0's poisson: -87.5825 valid_0's huber: 29.4249
[15] valid_0's poisson: -87.6112 valid_0's huber: 29.3988
[16] valid_0's poisson: -87.6399 valid_0's huber: 29.3727
[17] valid_0's poisson: -87.6685 valid_0's huber: 29.3466
[18] valid_0's poisson: -87.6971 valid_0's huber: 29.3205
[19] valid_0's poisson: -87.7256 valid_0's huber: 29.2945
[20] valid_0's poisson: -87.7541 valid_0's huber: 29.2685
[21] valid_0's poisson: -87.7826 valid_0's huber: 29.2426
[22] valid_0's poisson: -87.811 valid_0's huber: 29.2166
[23] valid_0's poisson: -87.8393 valid_0's huber: 29.1907
[24] valid_0's poisson: -87.8676 valid_0's huber: 29.1649
[25] valid_0's poisson: -87.8959 valid_0's huber: 29.139
[26] valid_0's poisson: -87.9241 valid_0's huber: 29.1132
[27] valid_0's poisson: -87.9523 valid_0's huber: 29.0874
[28] valid_0's poisson: -87.9804 valid_0's huber: 29.0616
[29] valid_0's poisson: -88.0085 valid_0's huber: 29.0359
[30] valid_0's poisson: -88.0366 valid_0's huber: 29.0101
[31] valid_0's poisson: -88.0646 valid_0's huber: 28.9845
[32] valid_0's poisson: -88.0926 valid_0's huber: 28.9588
[33] valid_0's poisson: -88.1205 valid_0's huber: 28.9332
[34] valid_0's poisson: -88.1483 valid_0's huber: 28.9076
[35] valid_0's poisson: -88.1762 valid_0's huber: 28.882
[36] valid_0's poisson: -88.2039 valid_0's huber: 28.8565
[37] valid_0's poisson: -88.2317 valid_0's huber: 28.831
[38] valid_0's poisson: -88.2594 valid_0's huber: 28.8055
[39] valid_0's poisson: -88.287 valid_0's huber: 28.7801
[40] valid_0's poisson: -88.3146 valid_0's huber: 28.7547
[41] valid_0's poisson: -88.3422 valid_0's huber: 28.7293
[42] valid_0's poisson: -88.3698 valid_0's huber: 28.7039
[43] valid_0's poisson: -88.3973 valid_0's huber: 28.6786
[44] valid_0's poisson: -88.4247 valid_0's huber: 28.6533
[45] valid_0's poisson: -88.4522 valid_0's huber: 28.628
[46] valid_0's poisson: -88.4795 valid_0's huber: 28.6027
[47] valid_0's poisson: -88.5069 valid_0's huber: 28.5775
[48] valid_0's poisson: -88.5342 valid_0's huber: 28.5523
[49] valid_0's poisson: -88.5614 valid_0's huber: 28.5271
[50] valid_0's poisson: -88.5886 valid_0's huber: 28.5019
[51] valid_0's poisson: -88.6158 valid_0's huber: 28.4768
[52] valid_0's poisson: -88.6429 valid_0's huber: 28.4517
[53] valid_0's poisson: -88.67 valid_0's huber: 28.4266
[54] valid_0's poisson: -88.6971 valid_0's huber: 28.4016
[55] valid_0's poisson: -88.7241 valid_0's huber: 28.3766
[56] valid_0's poisson: -88.751 valid_0's huber: 28.3516
[57] valid_0's poisson: -88.7779 valid_0's huber: 28.3266
[58] valid_0's poisson: -88.8048 valid_0's huber: 28.3016
[59] valid_0's poisson: -88.8316 valid_0's huber: 28.2767
[60] valid_0's poisson: -88.8584 valid_0's huber: 28.2518
[61] valid_0's poisson: -88.8851 valid_0's huber: 28.2269
[62] valid_0's poisson: -88.9118 valid_0's huber: 28.2021
[63] valid_0's poisson: -88.9385 valid_0's huber: 28.1773
[64] valid_0's poisson: -88.9651 valid_0's huber: 28.1525
[65] valid_0's poisson: -88.9916 valid_0's huber: 28.1277
[66] valid_0's poisson: -89.0181 valid_0's huber: 28.103
[67] valid_0's poisson: -89.0446 valid_0's huber: 28.0783
[68] valid_0's poisson: -89.071 valid_0's huber: 28.0536
[69] valid_0's poisson: -89.0974 valid_0's huber: 28.029
[70] valid_0's poisson: -89.1237 valid_0's huber: 28.0044
[71] valid_0's poisson: -89.15 valid_0's huber: 27.9798
[72] valid_0's poisson: -89.1762 valid_0's huber: 27.9552
[73] valid_0's poisson: -89.2024 valid_0's huber: 27.9307
[74] valid_0's poisson: -89.2286 valid_0's huber: 27.9062
[75] valid_0's poisson: -89.2547 valid_0's huber: 27.8817
[76] valid_0's poisson: -89.281 valid_0's huber: 27.8566
[77] valid_0's poisson: -89.307 valid_0's huber: 27.8322
[78] valid_0's poisson: -89.3332 valid_0's huber: 27.8072
[79] valid_0's poisson: -89.3591 valid_0's huber: 27.7828
[80] valid_0's poisson: -89.3852 valid_0's huber: 27.7578
[81] valid_0's poisson: -89.4113 valid_0's huber: 27.7334
[82] valid_0's poisson: -89.4374 valid_0's huber: 27.7085
[83] valid_0's poisson: -89.4634 valid_0's huber: 27.6836
[84] valid_0's poisson: -89.4894 valid_0's huber: 27.6592
[85] valid_0's poisson: -89.5154 valid_0's huber: 27.6344
[86] valid_0's poisson: -89.5413 valid_0's huber: 27.6101
[87] valid_0's poisson: -89.5671 valid_0's huber: 27.5858
[88] valid_0's poisson: -89.593 valid_0's huber: 27.5611
[89] valid_0's poisson: -89.6188 valid_0's huber: 27.5368
[90] valid_0's poisson: -89.6446 valid_0's huber: 27.5126
[91] valid_0's poisson: -89.6703 valid_0's huber: 27.4879
[92] valid_0's poisson: -89.696 valid_0's huber: 27.4638
[93] valid_0's poisson: -89.7214 valid_0's huber: 27.4397
[94] valid_0's poisson: -89.7471 valid_0's huber: 27.4151
[95] valid_0's poisson: -89.7727 valid_0's huber: 27.391
[96] valid_0's poisson: -89.7982 valid_0's huber: 27.3669
[97] valid_0's poisson: -89.8237 valid_0's huber: 27.3424
[98] valid_0's poisson: -89.8491 valid_0's huber: 27.3184
[99] valid_0's poisson: -89.8743 valid_0's huber: 27.2945
[100] valid_0's poisson: -89.8998 valid_0's huber: 27.2701
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1929 valid_0's huber: 29.8587
[2] valid_0's poisson: -87.2222 valid_0's huber: 29.8321
[3] valid_0's poisson: -87.2514 valid_0's huber: 29.8056
[4] valid_0's poisson: -87.2805 valid_0's huber: 29.7791
[5] valid_0's poisson: -87.3097 valid_0's huber: 29.7526
[6] valid_0's poisson: -87.3388 valid_0's huber: 29.7261
[7] valid_0's poisson: -87.3678 valid_0's huber: 29.6996
[8] valid_0's poisson: -87.3968 valid_0's huber: 29.6732
[9] valid_0's poisson: -87.4258 valid_0's huber: 29.6468
[10] valid_0's poisson: -87.4547 valid_0's huber: 29.6204
[11] valid_0's poisson: -87.4836 valid_0's huber: 29.5941
[12] valid_0's poisson: -87.5124 valid_0's huber: 29.5677
[13] valid_0's poisson: -87.5412 valid_0's huber: 29.5414
[14] valid_0's poisson: -87.5699 valid_0's huber: 29.5152
[15] valid_0's poisson: -87.5987 valid_0's huber: 29.4889
[16] valid_0's poisson: -87.6273 valid_0's huber: 29.4627
[17] valid_0's poisson: -87.6559 valid_0's huber: 29.4365
[18] valid_0's poisson: -87.6845 valid_0's huber: 29.4104
[19] valid_0's poisson: -87.7131 valid_0's huber: 29.3842
[20] valid_0's poisson: -87.7416 valid_0's huber: 29.3581
[21] valid_0's poisson: -87.77 valid_0's huber: 29.3321
[22] valid_0's poisson: -87.7985 valid_0's huber: 29.306
[23] valid_0's poisson: -87.8268 valid_0's huber: 29.28
[24] valid_0's poisson: -87.8552 valid_0's huber: 29.254
[25] valid_0's poisson: -87.8835 valid_0's huber: 29.228
[26] valid_0's poisson: -87.9117 valid_0's huber: 29.2021
[27] valid_0's poisson: -87.9399 valid_0's huber: 29.1762
[28] valid_0's poisson: -87.9681 valid_0's huber: 29.1503
[29] valid_0's poisson: -87.9962 valid_0's huber: 29.1245
[30] valid_0's poisson: -88.0243 valid_0's huber: 29.0987
[31] valid_0's poisson: -88.0524 valid_0's huber: 29.0729
[32] valid_0's poisson: -88.0804 valid_0's huber: 29.0471
[33] valid_0's poisson: -88.1084 valid_0's huber: 29.0213
[34] valid_0's poisson: -88.1363 valid_0's huber: 28.9956
[35] valid_0's poisson: -88.1642 valid_0's huber: 28.9698
[36] valid_0's poisson: -88.1921 valid_0's huber: 28.9441
[37] valid_0's poisson: -88.22 valid_0's huber: 28.9185
[38] valid_0's poisson: -88.2478 valid_0's huber: 28.8928
[39] valid_0's poisson: -88.2755 valid_0's huber: 28.8672
[40] valid_0's poisson: -88.3032 valid_0's huber: 28.8416
[41] valid_0's poisson: -88.3309 valid_0's huber: 28.816
[42] valid_0's poisson: -88.3586 valid_0's huber: 28.7905
[43] valid_0's poisson: -88.3862 valid_0's huber: 28.765
[44] valid_0's poisson: -88.4137 valid_0's huber: 28.7395
[45] valid_0's poisson: -88.4413 valid_0's huber: 28.714
[46] valid_0's poisson: -88.4687 valid_0's huber: 28.6886
[47] valid_0's poisson: -88.4962 valid_0's huber: 28.6632
[48] valid_0's poisson: -88.5236 valid_0's huber: 28.6378
[49] valid_0's poisson: -88.5509 valid_0's huber: 28.6125
[50] valid_0's poisson: -88.5782 valid_0's huber: 28.5872
[51] valid_0's poisson: -88.6055 valid_0's huber: 28.5619
[52] valid_0's poisson: -88.6327 valid_0's huber: 28.5366
[53] valid_0's poisson: -88.6599 valid_0's huber: 28.5114
[54] valid_0's poisson: -88.6871 valid_0's huber: 28.4862
[55] valid_0's poisson: -88.7142 valid_0's huber: 28.461
[56] valid_0's poisson: -88.7413 valid_0's huber: 28.4358
[57] valid_0's poisson: -88.7683 valid_0's huber: 28.4107
[58] valid_0's poisson: -88.7953 valid_0's huber: 28.3856
[59] valid_0's poisson: -88.8222 valid_0's huber: 28.3605
[60] valid_0's poisson: -88.8491 valid_0's huber: 28.3354
[61] valid_0's poisson: -88.876 valid_0's huber: 28.3104
[62] valid_0's poisson: -88.9029 valid_0's huber: 28.2854
[63] valid_0's poisson: -88.9296 valid_0's huber: 28.2604
[64] valid_0's poisson: -88.9564 valid_0's huber: 28.2354
[65] valid_0's poisson: -88.9831 valid_0's huber: 28.2104
[66] valid_0's poisson: -89.0098 valid_0's huber: 28.1855
[67] valid_0's poisson: -89.0363 valid_0's huber: 28.1606
[68] valid_0's poisson: -89.0629 valid_0's huber: 28.1358
[69] valid_0's poisson: -89.0895 valid_0's huber: 28.1109
[70] valid_0's poisson: -89.1159 valid_0's huber: 28.0861
[71] valid_0's poisson: -89.1423 valid_0's huber: 28.0613
[72] valid_0's poisson: -89.1687 valid_0's huber: 28.0366
[73] valid_0's poisson: -89.1951 valid_0's huber: 28.0118
[74] valid_0's poisson: -89.2214 valid_0's huber: 27.9871
[75] valid_0's poisson: -89.2477 valid_0's huber: 27.9624
[76] valid_0's poisson: -89.2739 valid_0's huber: 27.9377
[77] valid_0's poisson: -89.3001 valid_0's huber: 27.9131
[78] valid_0's poisson: -89.3263 valid_0's huber: 27.8884
[79] valid_0's poisson: -89.3525 valid_0's huber: 27.8638
[80] valid_0's poisson: -89.3785 valid_0's huber: 27.8392
[81] valid_0's poisson: -89.4046 valid_0's huber: 27.8147
[82] valid_0's poisson: -89.4306 valid_0's huber: 27.7902
[83] valid_0's poisson: -89.4566 valid_0's huber: 27.7656
[84] valid_0's poisson: -89.4825 valid_0's huber: 27.7412
[85] valid_0's poisson: -89.5084 valid_0's huber: 27.7167
[86] valid_0's poisson: -89.5343 valid_0's huber: 27.6923
[87] valid_0's poisson: -89.56 valid_0's huber: 27.6679
[88] valid_0's poisson: -89.5858 valid_0's huber: 27.6435
[89] valid_0's poisson: -89.6116 valid_0's huber: 27.6192
[90] valid_0's poisson: -89.6372 valid_0's huber: 27.5949
[91] valid_0's poisson: -89.6629 valid_0's huber: 27.5706
[92] valid_0's poisson: -89.6885 valid_0's huber: 27.5463
[93] valid_0's poisson: -89.714 valid_0's huber: 27.5221
[94] valid_0's poisson: -89.7396 valid_0's huber: 27.4978
[95] valid_0's poisson: -89.765 valid_0's huber: 27.4737
[96] valid_0's poisson: -89.7905 valid_0's huber: 27.4495
[97] valid_0's poisson: -89.8159 valid_0's huber: 27.4253
[98] valid_0's poisson: -89.8412 valid_0's huber: 27.4012
[99] valid_0's poisson: -89.8666 valid_0's huber: 27.3771
[100] valid_0's poisson: -89.8918 valid_0's huber: 27.3531
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1842 valid_0's huber: 29.8031
[2] valid_0's poisson: -87.1947 valid_0's huber: 29.7944
[3] valid_0's poisson: -87.2051 valid_0's huber: 29.7858
[4] valid_0's poisson: -87.2156 valid_0's huber: 29.7772
[5] valid_0's poisson: -87.2261 valid_0's huber: 29.7685
[6] valid_0's poisson: -87.2365 valid_0's huber: 29.7599
[7] valid_0's poisson: -87.247 valid_0's huber: 29.7512
[8] valid_0's poisson: -87.2575 valid_0's huber: 29.7426
[9] valid_0's poisson: -87.2679 valid_0's huber: 29.734
[10] valid_0's poisson: -87.2784 valid_0's huber: 29.7253
[11] valid_0's poisson: -87.2888 valid_0's huber: 29.7167
[12] valid_0's poisson: -87.2993 valid_0's huber: 29.708
[13] valid_0's poisson: -87.3097 valid_0's huber: 29.6994
[14] valid_0's poisson: -87.3201 valid_0's huber: 29.6908
[15] valid_0's poisson: -87.3306 valid_0's huber: 29.6822
[16] valid_0's poisson: -87.341 valid_0's huber: 29.6735
[17] valid_0's poisson: -87.3514 valid_0's huber: 29.6649
[18] valid_0's poisson: -87.3618 valid_0's huber: 29.6563
[19] valid_0's poisson: -87.3723 valid_0's huber: 29.6477
[20] valid_0's poisson: -87.3827 valid_0's huber: 29.639
[21] valid_0's poisson: -87.3931 valid_0's huber: 29.6304
[22] valid_0's poisson: -87.4036 valid_0's huber: 29.6218
[23] valid_0's poisson: -87.414 valid_0's huber: 29.6132
[24] valid_0's poisson: -87.4244 valid_0's huber: 29.6046
[25] valid_0's poisson: -87.4349 valid_0's huber: 29.596
[26] valid_0's poisson: -87.4453 valid_0's huber: 29.5875
[27] valid_0's poisson: -87.4557 valid_0's huber: 29.5789
[28] valid_0's poisson: -87.4661 valid_0's huber: 29.5703
[29] valid_0's poisson: -87.4765 valid_0's huber: 29.5617
[30] valid_0's poisson: -87.4869 valid_0's huber: 29.5531
[31] valid_0's poisson: -87.4973 valid_0's huber: 29.5445
[32] valid_0's poisson: -87.5077 valid_0's huber: 29.5359
[33] valid_0's poisson: -87.5181 valid_0's huber: 29.5274
[34] valid_0's poisson: -87.5285 valid_0's huber: 29.5188
[35] valid_0's poisson: -87.5389 valid_0's huber: 29.5102
[36] valid_0's poisson: -87.5493 valid_0's huber: 29.5016
[37] valid_0's poisson: -87.5597 valid_0's huber: 29.4931
[38] valid_0's poisson: -87.57 valid_0's huber: 29.4845
[39] valid_0's poisson: -87.5804 valid_0's huber: 29.4759
[40] valid_0's poisson: -87.5908 valid_0's huber: 29.4674
[41] valid_0's poisson: -87.6011 valid_0's huber: 29.4588
[42] valid_0's poisson: -87.6115 valid_0's huber: 29.4502
[43] valid_0's poisson: -87.6218 valid_0's huber: 29.4417
[44] valid_0's poisson: -87.6322 valid_0's huber: 29.4331
[45] valid_0's poisson: -87.6425 valid_0's huber: 29.4246
[46] valid_0's poisson: -87.6529 valid_0's huber: 29.416
[47] valid_0's poisson: -87.6632 valid_0's huber: 29.4075
[48] valid_0's poisson: -87.6736 valid_0's huber: 29.3989
[49] valid_0's poisson: -87.6839 valid_0's huber: 29.3904
[50] valid_0's poisson: -87.6942 valid_0's huber: 29.3818
[51] valid_0's poisson: -87.7045 valid_0's huber: 29.3733
[52] valid_0's poisson: -87.7149 valid_0's huber: 29.3647
[53] valid_0's poisson: -87.7252 valid_0's huber: 29.3562
[54] valid_0's poisson: -87.7355 valid_0's huber: 29.3476
[55] valid_0's poisson: -87.7458 valid_0's huber: 29.3391
[56] valid_0's poisson: -87.7561 valid_0's huber: 29.3306
[57] valid_0's poisson: -87.7664 valid_0's huber: 29.322
[58] valid_0's poisson: -87.7767 valid_0's huber: 29.3135
[59] valid_0's poisson: -87.787 valid_0's huber: 29.305
[60] valid_0's poisson: -87.7973 valid_0's huber: 29.2964
[61] valid_0's poisson: -87.8076 valid_0's huber: 29.2879
[62] valid_0's poisson: -87.8179 valid_0's huber: 29.2794
[63] valid_0's poisson: -87.8281 valid_0's huber: 29.2709
[64] valid_0's poisson: -87.8384 valid_0's huber: 29.2623
[65] valid_0's poisson: -87.8487 valid_0's huber: 29.2538
[66] valid_0's poisson: -87.8589 valid_0's huber: 29.2453
[67] valid_0's poisson: -87.8692 valid_0's huber: 29.2368
[68] valid_0's poisson: -87.8795 valid_0's huber: 29.2283
[69] valid_0's poisson: -87.8897 valid_0's huber: 29.2198
[70] valid_0's poisson: -87.9 valid_0's huber: 29.2113
[71] valid_0's poisson: -87.9102 valid_0's huber: 29.2027
[72] valid_0's poisson: -87.9205 valid_0's huber: 29.1942
[73] valid_0's poisson: -87.9307 valid_0's huber: 29.1857
[74] valid_0's poisson: -87.9409 valid_0's huber: 29.1772
[75] valid_0's poisson: -87.9512 valid_0's huber: 29.1687
[76] valid_0's poisson: -87.9614 valid_0's huber: 29.1602
[77] valid_0's poisson: -87.9716 valid_0's huber: 29.1517
[78] valid_0's poisson: -87.9818 valid_0's huber: 29.1432
[79] valid_0's poisson: -87.992 valid_0's huber: 29.1347
[80] valid_0's poisson: -88.0023 valid_0's huber: 29.1263
[81] valid_0's poisson: -88.0125 valid_0's huber: 29.1178
[82] valid_0's poisson: -88.0227 valid_0's huber: 29.1093
[83] valid_0's poisson: -88.0329 valid_0's huber: 29.1008
[84] valid_0's poisson: -88.0431 valid_0's huber: 29.0923
[85] valid_0's poisson: -88.0533 valid_0's huber: 29.0838
[86] valid_0's poisson: -88.0634 valid_0's huber: 29.0753
[87] valid_0's poisson: -88.0736 valid_0's huber: 29.0669
[88] valid_0's poisson: -88.0838 valid_0's huber: 29.0584
[89] valid_0's poisson: -88.094 valid_0's huber: 29.0499
[90] valid_0's poisson: -88.1042 valid_0's huber: 29.0414
[91] valid_0's poisson: -88.1143 valid_0's huber: 29.033
[92] valid_0's poisson: -88.1245 valid_0's huber: 29.0245
[93] valid_0's poisson: -88.1346 valid_0's huber: 29.016
[94] valid_0's poisson: -88.1448 valid_0's huber: 29.0076
[95] valid_0's poisson: -88.155 valid_0's huber: 28.9991
[96] valid_0's poisson: -88.1651 valid_0's huber: 28.9907
[97] valid_0's poisson: -88.1752 valid_0's huber: 28.9822
[98] valid_0's poisson: -88.1854 valid_0's huber: 28.9738
[99] valid_0's poisson: -88.1955 valid_0's huber: 28.9653
[100] valid_0's poisson: -88.2057 valid_0's huber: 28.9569
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1843 valid_0's huber: 29.8012
[2] valid_0's poisson: -87.1947 valid_0's huber: 29.7927
[3] valid_0's poisson: -87.2051 valid_0's huber: 29.7843
[4] valid_0's poisson: -87.2155 valid_0's huber: 29.7758
[5] valid_0's poisson: -87.2258 valid_0's huber: 29.7673
[6] valid_0's poisson: -87.2362 valid_0's huber: 29.7588
[7] valid_0's poisson: -87.2465 valid_0's huber: 29.7504
[8] valid_0's poisson: -87.2569 valid_0's huber: 29.7419
[9] valid_0's poisson: -87.2672 valid_0's huber: 29.7334
[10] valid_0's poisson: -87.2776 valid_0's huber: 29.7249
[11] valid_0's poisson: -87.2879 valid_0's huber: 29.7164
[12] valid_0's poisson: -87.2983 valid_0's huber: 29.7079
[13] valid_0's poisson: -87.3086 valid_0's huber: 29.6995
[14] valid_0's poisson: -87.3189 valid_0's huber: 29.691
[15] valid_0's poisson: -87.3293 valid_0's huber: 29.6825
[16] valid_0's poisson: -87.3396 valid_0's huber: 29.6741
[17] valid_0's poisson: -87.3499 valid_0's huber: 29.6656
[18] valid_0's poisson: -87.3602 valid_0's huber: 29.6571
[19] valid_0's poisson: -87.3705 valid_0's huber: 29.6486
[20] valid_0's poisson: -87.3808 valid_0's huber: 29.6402
[21] valid_0's poisson: -87.3911 valid_0's huber: 29.6317
[22] valid_0's poisson: -87.4014 valid_0's huber: 29.6233
[23] valid_0's poisson: -87.4117 valid_0's huber: 29.6148
[24] valid_0's poisson: -87.4219 valid_0's huber: 29.6064
[25] valid_0's poisson: -87.4322 valid_0's huber: 29.5979
[26] valid_0's poisson: -87.4425 valid_0's huber: 29.5895
[27] valid_0's poisson: -87.4528 valid_0's huber: 29.581
[28] valid_0's poisson: -87.463 valid_0's huber: 29.5726
[29] valid_0's poisson: -87.4733 valid_0's huber: 29.5641
[30] valid_0's poisson: -87.4835 valid_0's huber: 29.5557
[31] valid_0's poisson: -87.4938 valid_0's huber: 29.5472
[32] valid_0's poisson: -87.504 valid_0's huber: 29.5388
[33] valid_0's poisson: -87.5143 valid_0's huber: 29.5303
[34] valid_0's poisson: -87.5245 valid_0's huber: 29.5219
[35] valid_0's poisson: -87.5348 valid_0's huber: 29.5134
[36] valid_0's poisson: -87.545 valid_0's huber: 29.505
[37] valid_0's poisson: -87.5552 valid_0's huber: 29.4966
[38] valid_0's poisson: -87.5654 valid_0's huber: 29.4882
[39] valid_0's poisson: -87.5757 valid_0's huber: 29.4797
[40] valid_0's poisson: -87.5859 valid_0's huber: 29.4713
[41] valid_0's poisson: -87.5961 valid_0's huber: 29.4629
[42] valid_0's poisson: -87.6063 valid_0's huber: 29.4544
[43] valid_0's poisson: -87.6165 valid_0's huber: 29.446
[44] valid_0's poisson: -87.6267 valid_0's huber: 29.4376
[45] valid_0's poisson: -87.6369 valid_0's huber: 29.4292
[46] valid_0's poisson: -87.6471 valid_0's huber: 29.4208
[47] valid_0's poisson: -87.6573 valid_0's huber: 29.4124
[48] valid_0's poisson: -87.6675 valid_0's huber: 29.4039
[49] valid_0's poisson: -87.6776 valid_0's huber: 29.3956
[50] valid_0's poisson: -87.6878 valid_0's huber: 29.3871
[51] valid_0's poisson: -87.698 valid_0's huber: 29.3787
[52] valid_0's poisson: -87.7082 valid_0's huber: 29.3703
[53] valid_0's poisson: -87.7183 valid_0's huber: 29.3619
[54] valid_0's poisson: -87.7285 valid_0's huber: 29.3535
[55] valid_0's poisson: -87.7387 valid_0's huber: 29.3451
[56] valid_0's poisson: -87.7488 valid_0's huber: 29.3367
[57] valid_0's poisson: -87.759 valid_0's huber: 29.3283
[58] valid_0's poisson: -87.7691 valid_0's huber: 29.3199
[59] valid_0's poisson: -87.7793 valid_0's huber: 29.3115
[60] valid_0's poisson: -87.7894 valid_0's huber: 29.3031
[61] valid_0's poisson: -87.7995 valid_0's huber: 29.2947
[62] valid_0's poisson: -87.8097 valid_0's huber: 29.2863
[63] valid_0's poisson: -87.8198 valid_0's huber: 29.2779
[64] valid_0's poisson: -87.83 valid_0's huber: 29.2695
[65] valid_0's poisson: -87.8401 valid_0's huber: 29.2612
[66] valid_0's poisson: -87.8502 valid_0's huber: 29.2527
[67] valid_0's poisson: -87.8603 valid_0's huber: 29.2444
[68] valid_0's poisson: -87.8704 valid_0's huber: 29.236
[69] valid_0's poisson: -87.8805 valid_0's huber: 29.2276
[70] valid_0's poisson: -87.8906 valid_0's huber: 29.2192
[71] valid_0's poisson: -87.9008 valid_0's huber: 29.2108
[72] valid_0's poisson: -87.9109 valid_0's huber: 29.2025
[73] valid_0's poisson: -87.921 valid_0's huber: 29.1941
[74] valid_0's poisson: -87.931 valid_0's huber: 29.1857
[75] valid_0's poisson: -87.9411 valid_0's huber: 29.1773
[76] valid_0's poisson: -87.9512 valid_0's huber: 29.169
[77] valid_0's poisson: -87.9613 valid_0's huber: 29.1606
[78] valid_0's poisson: -87.9714 valid_0's huber: 29.1522
[79] valid_0's poisson: -87.9815 valid_0's huber: 29.1438
[80] valid_0's poisson: -87.9915 valid_0's huber: 29.1355
[81] valid_0's poisson: -88.0016 valid_0's huber: 29.1271
[82] valid_0's poisson: -88.0116 valid_0's huber: 29.1187
[83] valid_0's poisson: -88.0217 valid_0's huber: 29.1103
[84] valid_0's poisson: -88.0318 valid_0's huber: 29.102
[85] valid_0's poisson: -88.0418 valid_0's huber: 29.0936
[86] valid_0's poisson: -88.0519 valid_0's huber: 29.0853
[87] valid_0's poisson: -88.0619 valid_0's huber: 29.0769
[88] valid_0's poisson: -88.0719 valid_0's huber: 29.0686
[89] valid_0's poisson: -88.082 valid_0's huber: 29.0602
[90] valid_0's poisson: -88.092 valid_0's huber: 29.0519
[91] valid_0's poisson: -88.102 valid_0's huber: 29.0435
[92] valid_0's poisson: -88.1121 valid_0's huber: 29.0352
[93] valid_0's poisson: -88.1221 valid_0's huber: 29.0268
[94] valid_0's poisson: -88.1321 valid_0's huber: 29.0185
[95] valid_0's poisson: -88.1421 valid_0's huber: 29.0102
[96] valid_0's poisson: -88.1521 valid_0's huber: 29.0018
[97] valid_0's poisson: -88.1621 valid_0's huber: 28.9935
[98] valid_0's poisson: -88.1721 valid_0's huber: 28.9851
[99] valid_0's poisson: -88.1821 valid_0's huber: 28.9768
[100] valid_0's poisson: -88.1921 valid_0's huber: 28.9684
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1801 valid_0's huber: 29.8341
[2] valid_0's poisson: -87.1906 valid_0's huber: 29.8254
[3] valid_0's poisson: -87.2012 valid_0's huber: 29.8167
[4] valid_0's poisson: -87.2117 valid_0's huber: 29.8079
[5] valid_0's poisson: -87.2222 valid_0's huber: 29.7992
[6] valid_0's poisson: -87.2327 valid_0's huber: 29.7905
[7] valid_0's poisson: -87.2433 valid_0's huber: 29.7817
[8] valid_0's poisson: -87.2538 valid_0's huber: 29.773
[9] valid_0's poisson: -87.2643 valid_0's huber: 29.7643
[10] valid_0's poisson: -87.2748 valid_0's huber: 29.7556
[11] valid_0's poisson: -87.2853 valid_0's huber: 29.7468
[12] valid_0's poisson: -87.2958 valid_0's huber: 29.7381
[13] valid_0's poisson: -87.3062 valid_0's huber: 29.7294
[14] valid_0's poisson: -87.3167 valid_0's huber: 29.7207
[15] valid_0's poisson: -87.3272 valid_0's huber: 29.712
[16] valid_0's poisson: -87.3377 valid_0's huber: 29.7033
[17] valid_0's poisson: -87.3482 valid_0's huber: 29.6945
[18] valid_0's poisson: -87.3586 valid_0's huber: 29.6858
[19] valid_0's poisson: -87.3691 valid_0's huber: 29.6771
[20] valid_0's poisson: -87.3796 valid_0's huber: 29.6684
[21] valid_0's poisson: -87.39 valid_0's huber: 29.6597
[22] valid_0's poisson: -87.4005 valid_0's huber: 29.651
[23] valid_0's poisson: -87.4109 valid_0's huber: 29.6423
[24] valid_0's poisson: -87.4214 valid_0's huber: 29.6336
[25] valid_0's poisson: -87.4318 valid_0's huber: 29.6249
[26] valid_0's poisson: -87.4422 valid_0's huber: 29.6162
[27] valid_0's poisson: -87.4527 valid_0's huber: 29.6075
[28] valid_0's poisson: -87.4631 valid_0's huber: 29.5988
[29] valid_0's poisson: -87.4735 valid_0's huber: 29.5902
[30] valid_0's poisson: -87.484 valid_0's huber: 29.5815
[31] valid_0's poisson: -87.4944 valid_0's huber: 29.5728
[32] valid_0's poisson: -87.5048 valid_0's huber: 29.5641
[33] valid_0's poisson: -87.5152 valid_0's huber: 29.5554
[34] valid_0's poisson: -87.5256 valid_0's huber: 29.5467
[35] valid_0's poisson: -87.536 valid_0's huber: 29.5381
[36] valid_0's poisson: -87.5464 valid_0's huber: 29.5294
[37] valid_0's poisson: -87.5568 valid_0's huber: 29.5207
[38] valid_0's poisson: -87.5672 valid_0's huber: 29.512
[39] valid_0's poisson: -87.5776 valid_0's huber: 29.5034
[40] valid_0's poisson: -87.5879 valid_0's huber: 29.4947
[41] valid_0's poisson: -87.5983 valid_0's huber: 29.486
[42] valid_0's poisson: -87.6087 valid_0's huber: 29.4773
[43] valid_0's poisson: -87.6191 valid_0's huber: 29.4687
[44] valid_0's poisson: -87.6294 valid_0's huber: 29.46
[45] valid_0's poisson: -87.6398 valid_0's huber: 29.4514
[46] valid_0's poisson: -87.6502 valid_0's huber: 29.4427
[47] valid_0's poisson: -87.6605 valid_0's huber: 29.434
[48] valid_0's poisson: -87.6709 valid_0's huber: 29.4254
[49] valid_0's poisson: -87.6812 valid_0's huber: 29.4167
[50] valid_0's poisson: -87.6916 valid_0's huber: 29.4081
[51] valid_0's poisson: -87.7019 valid_0's huber: 29.3994
[52] valid_0's poisson: -87.7122 valid_0's huber: 29.3908
[53] valid_0's poisson: -87.7226 valid_0's huber: 29.3821
[54] valid_0's poisson: -87.7329 valid_0's huber: 29.3735
[55] valid_0's poisson: -87.7432 valid_0's huber: 29.3649
[56] valid_0's poisson: -87.7535 valid_0's huber: 29.3562
[57] valid_0's poisson: -87.7638 valid_0's huber: 29.3476
[58] valid_0's poisson: -87.7742 valid_0's huber: 29.3389
[59] valid_0's poisson: -87.7845 valid_0's huber: 29.3303
[60] valid_0's poisson: -87.7948 valid_0's huber: 29.3217
[61] valid_0's poisson: -87.8051 valid_0's huber: 29.313
[62] valid_0's poisson: -87.8154 valid_0's huber: 29.3044
[63] valid_0's poisson: -87.8257 valid_0's huber: 29.2958
[64] valid_0's poisson: -87.8359 valid_0's huber: 29.2872
[65] valid_0's poisson: -87.8462 valid_0's huber: 29.2785
[66] valid_0's poisson: -87.8565 valid_0's huber: 29.2699
[67] valid_0's poisson: -87.8668 valid_0's huber: 29.2613
[68] valid_0's poisson: -87.8771 valid_0's huber: 29.2527
[69] valid_0's poisson: -87.8873 valid_0's huber: 29.244
[70] valid_0's poisson: -87.8976 valid_0's huber: 29.2354
[71] valid_0's poisson: -87.9079 valid_0's huber: 29.2268
[72] valid_0's poisson: -87.9181 valid_0's huber: 29.2182
[73] valid_0's poisson: -87.9284 valid_0's huber: 29.2096
[74] valid_0's poisson: -87.9386 valid_0's huber: 29.201
[75] valid_0's poisson: -87.9489 valid_0's huber: 29.1924
[76] valid_0's poisson: -87.9591 valid_0's huber: 29.1838
[77] valid_0's poisson: -87.9694 valid_0's huber: 29.1752
[78] valid_0's poisson: -87.9796 valid_0's huber: 29.1666
[79] valid_0's poisson: -87.9898 valid_0's huber: 29.158
[80] valid_0's poisson: -88 valid_0's huber: 29.1494
[81] valid_0's poisson: -88.0103 valid_0's huber: 29.1408
[82] valid_0's poisson: -88.0205 valid_0's huber: 29.1322
[83] valid_0's poisson: -88.0307 valid_0's huber: 29.1236
[84] valid_0's poisson: -88.0409 valid_0's huber: 29.115
[85] valid_0's poisson: -88.0511 valid_0's huber: 29.1064
[86] valid_0's poisson: -88.0613 valid_0's huber: 29.0978
[87] valid_0's poisson: -88.0715 valid_0's huber: 29.0892
[88] valid_0's poisson: -88.0817 valid_0's huber: 29.0806
[89] valid_0's poisson: -88.0919 valid_0's huber: 29.0721
[90] valid_0's poisson: -88.1021 valid_0's huber: 29.0635
[91] valid_0's poisson: -88.1123 valid_0's huber: 29.0549
[92] valid_0's poisson: -88.1225 valid_0's huber: 29.0463
[93] valid_0's poisson: -88.1327 valid_0's huber: 29.0377
[94] valid_0's poisson: -88.1428 valid_0's huber: 29.0292
[95] valid_0's poisson: -88.153 valid_0's huber: 29.0206
[96] valid_0's poisson: -88.1632 valid_0's huber: 29.012
[97] valid_0's poisson: -88.1734 valid_0's huber: 29.0034
[98] valid_0's poisson: -88.1835 valid_0's huber: 28.9949
[99] valid_0's poisson: -88.1937 valid_0's huber: 28.9863
[100] valid_0's poisson: -88.2038 valid_0's huber: 28.9778
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1866 valid_0's huber: 29.7849
[2] valid_0's poisson: -87.1971 valid_0's huber: 29.7762
[3] valid_0's poisson: -87.2077 valid_0's huber: 29.7675
[4] valid_0's poisson: -87.2182 valid_0's huber: 29.7588
[5] valid_0's poisson: -87.2288 valid_0's huber: 29.7501
[6] valid_0's poisson: -87.2393 valid_0's huber: 29.7414
[7] valid_0's poisson: -87.2499 valid_0's huber: 29.7327
[8] valid_0's poisson: -87.2604 valid_0's huber: 29.7241
[9] valid_0's poisson: -87.271 valid_0's huber: 29.7154
[10] valid_0's poisson: -87.2815 valid_0's huber: 29.7067
[11] valid_0's poisson: -87.292 valid_0's huber: 29.698
[12] valid_0's poisson: -87.3026 valid_0's huber: 29.6893
[13] valid_0's poisson: -87.3131 valid_0's huber: 29.6806
[14] valid_0's poisson: -87.3236 valid_0's huber: 29.6719
[15] valid_0's poisson: -87.3341 valid_0's huber: 29.6632
[16] valid_0's poisson: -87.3446 valid_0's huber: 29.6545
[17] valid_0's poisson: -87.3551 valid_0's huber: 29.6459
[18] valid_0's poisson: -87.3656 valid_0's huber: 29.6372
[19] valid_0's poisson: -87.3761 valid_0's huber: 29.6285
[20] valid_0's poisson: -87.3866 valid_0's huber: 29.6198
[21] valid_0's poisson: -87.3971 valid_0's huber: 29.6111
[22] valid_0's poisson: -87.4076 valid_0's huber: 29.6025
[23] valid_0's poisson: -87.4181 valid_0's huber: 29.5938
[24] valid_0's poisson: -87.4286 valid_0's huber: 29.5851
[25] valid_0's poisson: -87.439 valid_0's huber: 29.5764
[26] valid_0's poisson: -87.4495 valid_0's huber: 29.5678
[27] valid_0's poisson: -87.46 valid_0's huber: 29.5591
[28] valid_0's poisson: -87.4704 valid_0's huber: 29.5504
[29] valid_0's poisson: -87.4809 valid_0's huber: 29.5418
[30] valid_0's poisson: -87.4913 valid_0's huber: 29.5331
[31] valid_0's poisson: -87.5018 valid_0's huber: 29.5245
[32] valid_0's poisson: -87.5122 valid_0's huber: 29.5158
[33] valid_0's poisson: -87.5227 valid_0's huber: 29.5072
[34] valid_0's poisson: -87.5331 valid_0's huber: 29.4985
[35] valid_0's poisson: -87.5435 valid_0's huber: 29.4899
[36] valid_0's poisson: -87.554 valid_0's huber: 29.4812
[37] valid_0's poisson: -87.5644 valid_0's huber: 29.4726
[38] valid_0's poisson: -87.5748 valid_0's huber: 29.4639
[39] valid_0's poisson: -87.5852 valid_0's huber: 29.4553
[40] valid_0's poisson: -87.5956 valid_0's huber: 29.4466
[41] valid_0's poisson: -87.606 valid_0's huber: 29.438
[42] valid_0's poisson: -87.6164 valid_0's huber: 29.4294
[43] valid_0's poisson: -87.6268 valid_0's huber: 29.4207
[44] valid_0's poisson: -87.6372 valid_0's huber: 29.4121
[45] valid_0's poisson: -87.6476 valid_0's huber: 29.4035
[46] valid_0's poisson: -87.658 valid_0's huber: 29.3949
[47] valid_0's poisson: -87.6684 valid_0's huber: 29.3862
[48] valid_0's poisson: -87.6788 valid_0's huber: 29.3776
[49] valid_0's poisson: -87.6891 valid_0's huber: 29.369
[50] valid_0's poisson: -87.6995 valid_0's huber: 29.3604
[51] valid_0's poisson: -87.7099 valid_0's huber: 29.3518
[52] valid_0's poisson: -87.7202 valid_0's huber: 29.3431
[53] valid_0's poisson: -87.7306 valid_0's huber: 29.3345
[54] valid_0's poisson: -87.741 valid_0's huber: 29.3259
[55] valid_0's poisson: -87.7513 valid_0's huber: 29.3173
[56] valid_0's poisson: -87.7616 valid_0's huber: 29.3087
[57] valid_0's poisson: -87.772 valid_0's huber: 29.3001
[58] valid_0's poisson: -87.7823 valid_0's huber: 29.2915
[59] valid_0's poisson: -87.7927 valid_0's huber: 29.2829
[60] valid_0's poisson: -87.803 valid_0's huber: 29.2743
[61] valid_0's poisson: -87.8133 valid_0's huber: 29.2657
[62] valid_0's poisson: -87.8236 valid_0's huber: 29.2571
[63] valid_0's poisson: -87.8339 valid_0's huber: 29.2485
[64] valid_0's poisson: -87.8443 valid_0's huber: 29.2399
[65] valid_0's poisson: -87.8546 valid_0's huber: 29.2313
[66] valid_0's poisson: -87.8649 valid_0's huber: 29.2227
[67] valid_0's poisson: -87.8752 valid_0's huber: 29.2141
[68] valid_0's poisson: -87.8855 valid_0's huber: 29.2055
[69] valid_0's poisson: -87.8958 valid_0's huber: 29.1969
[70] valid_0's poisson: -87.9061 valid_0's huber: 29.1883
[71] valid_0's poisson: -87.9164 valid_0's huber: 29.1797
[72] valid_0's poisson: -87.9267 valid_0's huber: 29.1712
[73] valid_0's poisson: -87.9369 valid_0's huber: 29.1626
[74] valid_0's poisson: -87.9472 valid_0's huber: 29.154
[75] valid_0's poisson: -87.9575 valid_0's huber: 29.1454
[76] valid_0's poisson: -87.9678 valid_0's huber: 29.1368
[77] valid_0's poisson: -87.978 valid_0's huber: 29.1283
[78] valid_0's poisson: -87.9883 valid_0's huber: 29.1197
[79] valid_0's poisson: -87.9985 valid_0's huber: 29.1111
[80] valid_0's poisson: -88.0088 valid_0's huber: 29.1025
[81] valid_0's poisson: -88.019 valid_0's huber: 29.094
[82] valid_0's poisson: -88.0293 valid_0's huber: 29.0854
[83] valid_0's poisson: -88.0395 valid_0's huber: 29.0768
[84] valid_0's poisson: -88.0498 valid_0's huber: 29.0683
[85] valid_0's poisson: -88.06 valid_0's huber: 29.0597
[86] valid_0's poisson: -88.0703 valid_0's huber: 29.0511
[87] valid_0's poisson: -88.0805 valid_0's huber: 29.0426
[88] valid_0's poisson: -88.0907 valid_0's huber: 29.034
[89] valid_0's poisson: -88.1009 valid_0's huber: 29.0255
[90] valid_0's poisson: -88.1112 valid_0's huber: 29.0169
[91] valid_0's poisson: -88.1214 valid_0's huber: 29.0083
[92] valid_0's poisson: -88.1316 valid_0's huber: 28.9998
[93] valid_0's poisson: -88.1418 valid_0's huber: 28.9912
[94] valid_0's poisson: -88.152 valid_0's huber: 28.9827
[95] valid_0's poisson: -88.1622 valid_0's huber: 28.9742
[96] valid_0's poisson: -88.1724 valid_0's huber: 28.9656
[97] valid_0's poisson: -88.1826 valid_0's huber: 28.9571
[98] valid_0's poisson: -88.1928 valid_0's huber: 28.9485
[99] valid_0's poisson: -88.203 valid_0's huber: 28.94
[100] valid_0's poisson: -88.2131 valid_0's huber: 28.9315
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1738 valid_0's huber: 29.8766
[2] valid_0's poisson: -87.1841 valid_0's huber: 29.868
[3] valid_0's poisson: -87.1946 valid_0's huber: 29.8593
[4] valid_0's poisson: -87.2048 valid_0's huber: 29.8507
[5] valid_0's poisson: -87.2153 valid_0's huber: 29.842
[6] valid_0's poisson: -87.2255 valid_0's huber: 29.8334
[7] valid_0's poisson: -87.236 valid_0's huber: 29.8248
[8] valid_0's poisson: -87.2462 valid_0's huber: 29.8161
[9] valid_0's poisson: -87.2564 valid_0's huber: 29.8075
[10] valid_0's poisson: -87.2668 valid_0's huber: 29.7989
[11] valid_0's poisson: -87.277 valid_0's huber: 29.7902
[12] valid_0's poisson: -87.2875 valid_0's huber: 29.7816
[13] valid_0's poisson: -87.2977 valid_0's huber: 29.773
[14] valid_0's poisson: -87.3081 valid_0's huber: 29.7643
[15] valid_0's poisson: -87.3183 valid_0's huber: 29.7557
[16] valid_0's poisson: -87.3285 valid_0's huber: 29.7471
[17] valid_0's poisson: -87.3389 valid_0's huber: 29.7385
[18] valid_0's poisson: -87.3491 valid_0's huber: 29.7299
[19] valid_0's poisson: -87.3595 valid_0's huber: 29.7212
[20] valid_0's poisson: -87.3697 valid_0's huber: 29.7126
[21] valid_0's poisson: -87.3801 valid_0's huber: 29.704
[22] valid_0's poisson: -87.3902 valid_0's huber: 29.6954
[23] valid_0's poisson: -87.4004 valid_0's huber: 29.6868
[24] valid_0's poisson: -87.4108 valid_0's huber: 29.6782
[25] valid_0's poisson: -87.4209 valid_0's huber: 29.6696
[26] valid_0's poisson: -87.4314 valid_0's huber: 29.6609
[27] valid_0's poisson: -87.4415 valid_0's huber: 29.6523
[28] valid_0's poisson: -87.4519 valid_0's huber: 29.6437
[29] valid_0's poisson: -87.462 valid_0's huber: 29.6351
[30] valid_0's poisson: -87.4721 valid_0's huber: 29.6265
[31] valid_0's poisson: -87.4825 valid_0's huber: 29.6179
[32] valid_0's poisson: -87.4926 valid_0's huber: 29.6093
[33] valid_0's poisson: -87.503 valid_0's huber: 29.6007
[34] valid_0's poisson: -87.5131 valid_0's huber: 29.5922
[35] valid_0's poisson: -87.5232 valid_0's huber: 29.5836
[36] valid_0's poisson: -87.5335 valid_0's huber: 29.575
[37] valid_0's poisson: -87.5436 valid_0's huber: 29.5664
[38] valid_0's poisson: -87.554 valid_0's huber: 29.5578
[39] valid_0's poisson: -87.564 valid_0's huber: 29.5492
[40] valid_0's poisson: -87.5744 valid_0's huber: 29.5406
[41] valid_0's poisson: -87.5845 valid_0's huber: 29.5321
[42] valid_0's poisson: -87.5948 valid_0's huber: 29.5235
[43] valid_0's poisson: -87.6049 valid_0's huber: 29.5149
[44] valid_0's poisson: -87.6152 valid_0's huber: 29.5064
[45] valid_0's poisson: -87.6255 valid_0's huber: 29.4978
[46] valid_0's poisson: -87.6358 valid_0's huber: 29.4893
[47] valid_0's poisson: -87.6461 valid_0's huber: 29.4808
[48] valid_0's poisson: -87.6564 valid_0's huber: 29.4723
[49] valid_0's poisson: -87.6667 valid_0's huber: 29.4638
[50] valid_0's poisson: -87.677 valid_0's huber: 29.4552
[51] valid_0's poisson: -87.6873 valid_0's huber: 29.4467
[52] valid_0's poisson: -87.6976 valid_0's huber: 29.4381
[53] valid_0's poisson: -87.7079 valid_0's huber: 29.4296
[54] valid_0's poisson: -87.7181 valid_0's huber: 29.4211
[55] valid_0's poisson: -87.7285 valid_0's huber: 29.4125
[56] valid_0's poisson: -87.7387 valid_0's huber: 29.404
[57] valid_0's poisson: -87.749 valid_0's huber: 29.3954
[58] valid_0's poisson: -87.7593 valid_0's huber: 29.3869
[59] valid_0's poisson: -87.7695 valid_0's huber: 29.3784
[60] valid_0's poisson: -87.7798 valid_0's huber: 29.3699
[61] valid_0's poisson: -87.79 valid_0's huber: 29.3614
[62] valid_0's poisson: -87.8003 valid_0's huber: 29.3528
[63] valid_0's poisson: -87.8106 valid_0's huber: 29.3443
[64] valid_0's poisson: -87.8209 valid_0's huber: 29.3357
[65] valid_0's poisson: -87.8311 valid_0's huber: 29.3273
[66] valid_0's poisson: -87.8414 valid_0's huber: 29.3187
[67] valid_0's poisson: -87.8516 valid_0's huber: 29.3102
[68] valid_0's poisson: -87.8618 valid_0's huber: 29.3017
[69] valid_0's poisson: -87.8721 valid_0's huber: 29.2932
[70] valid_0's poisson: -87.8822 valid_0's huber: 29.2847
[71] valid_0's poisson: -87.8925 valid_0's huber: 29.2762
[72] valid_0's poisson: -87.9027 valid_0's huber: 29.2677
[73] valid_0's poisson: -87.913 valid_0's huber: 29.2591
[74] valid_0's poisson: -87.9232 valid_0's huber: 29.2507
[75] valid_0's poisson: -87.9334 valid_0's huber: 29.2421
[76] valid_0's poisson: -87.9436 valid_0's huber: 29.2337
[77] valid_0's poisson: -87.9537 valid_0's huber: 29.2252
[78] valid_0's poisson: -87.964 valid_0's huber: 29.2167
[79] valid_0's poisson: -87.9741 valid_0's huber: 29.2082
[80] valid_0's poisson: -87.9843 valid_0's huber: 29.1998
[81] valid_0's poisson: -87.9944 valid_0's huber: 29.1913
[82] valid_0's poisson: -88.0046 valid_0's huber: 29.1828
[83] valid_0's poisson: -88.0148 valid_0's huber: 29.1744
[84] valid_0's poisson: -88.0249 valid_0's huber: 29.1659
[85] valid_0's poisson: -88.0351 valid_0's huber: 29.1574
[86] valid_0's poisson: -88.0453 valid_0's huber: 29.149
[87] valid_0's poisson: -88.0554 valid_0's huber: 29.1405
[88] valid_0's poisson: -88.0655 valid_0's huber: 29.1321
[89] valid_0's poisson: -88.0756 valid_0's huber: 29.1236
[90] valid_0's poisson: -88.0858 valid_0's huber: 29.1151
[91] valid_0's poisson: -88.0959 valid_0's huber: 29.1067
[92] valid_0's poisson: -88.106 valid_0's huber: 29.0982
[93] valid_0's poisson: -88.1161 valid_0's huber: 29.0898
[94] valid_0's poisson: -88.1262 valid_0's huber: 29.0813
[95] valid_0's poisson: -88.1363 valid_0's huber: 29.0728
[96] valid_0's poisson: -88.1464 valid_0's huber: 29.0644
[97] valid_0's poisson: -88.1566 valid_0's huber: 29.0559
[98] valid_0's poisson: -88.1667 valid_0's huber: 29.0474
[99] valid_0's poisson: -88.1767 valid_0's huber: 29.039
[100] valid_0's poisson: -88.1869 valid_0's huber: 29.0305
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.1755 valid_0's huber: 29.8101
[2] valid_0's poisson: -87.1773 valid_0's huber: 29.8084
[3] valid_0's poisson: -87.1792 valid_0's huber: 29.8068
[4] valid_0's poisson: -87.181 valid_0's huber: 29.8051
[5] valid_0's poisson: -87.1828 valid_0's huber: 29.8035
[6] valid_0's poisson: -87.1846 valid_0's huber: 29.8018
[7] valid_0's poisson: -87.1864 valid_0's huber: 29.8002
[8] valid_0's poisson: -87.1883 valid_0's huber: 29.7985
[9] valid_0's poisson: -87.1901 valid_0's huber: 29.7969
[10] valid_0's poisson: -87.1919 valid_0's huber: 29.7952
[11] valid_0's poisson: -87.1937 valid_0's huber: 29.7936
[12] valid_0's poisson: -87.1955 valid_0's huber: 29.7919
[13] valid_0's poisson: -87.1973 valid_0's huber: 29.7903
[14] valid_0's poisson: -87.1992 valid_0's huber: 29.7886
[15] valid_0's poisson: -87.201 valid_0's huber: 29.787
[16] valid_0's poisson: -87.2028 valid_0's huber: 29.7853
[17] valid_0's poisson: -87.2046 valid_0's huber: 29.7837
[18] valid_0's poisson: -87.2064 valid_0's huber: 29.782
[19] valid_0's poisson: -87.2083 valid_0's huber: 29.7804
[20] valid_0's poisson: -87.2101 valid_0's huber: 29.7787
[21] valid_0's poisson: -87.2119 valid_0's huber: 29.7771
[22] valid_0's poisson: -87.2137 valid_0's huber: 29.7754
[23] valid_0's poisson: -87.2155 valid_0's huber: 29.7738
[24] valid_0's poisson: -87.2173 valid_0's huber: 29.7721
[25] valid_0's poisson: -87.2191 valid_0's huber: 29.7705
[26] valid_0's poisson: -87.221 valid_0's huber: 29.7688
[27] valid_0's poisson: -87.2228 valid_0's huber: 29.7672
[28] valid_0's poisson: -87.2246 valid_0's huber: 29.7655
[29] valid_0's poisson: -87.2264 valid_0's huber: 29.7639
[30] valid_0's poisson: -87.2282 valid_0's huber: 29.7622
[31] valid_0's poisson: -87.23 valid_0's huber: 29.7606
[32] valid_0's poisson: -87.2319 valid_0's huber: 29.7589
[33] valid_0's poisson: -87.2337 valid_0's huber: 29.7573
[34] valid_0's poisson: -87.2355 valid_0's huber: 29.7556
[35] valid_0's poisson: -87.2373 valid_0's huber: 29.754
[36] valid_0's poisson: -87.2391 valid_0's huber: 29.7523
[37] valid_0's poisson: -87.2409 valid_0's huber: 29.7507
[38] valid_0's poisson: -87.2427 valid_0's huber: 29.749
[39] valid_0's poisson: -87.2446 valid_0's huber: 29.7474
[40] valid_0's poisson: -87.2464 valid_0's huber: 29.7457
[41] valid_0's poisson: -87.2482 valid_0's huber: 29.7441
[42] valid_0's poisson: -87.25 valid_0's huber: 29.7424
[43] valid_0's poisson: -87.2518 valid_0's huber: 29.7408
[44] valid_0's poisson: -87.2536 valid_0's huber: 29.7391
[45] valid_0's poisson: -87.2554 valid_0's huber: 29.7375
[46] valid_0's poisson: -87.2572 valid_0's huber: 29.7358
[47] valid_0's poisson: -87.2591 valid_0's huber: 29.7342
[48] valid_0's poisson: -87.2609 valid_0's huber: 29.7326
[49] valid_0's poisson: -87.2627 valid_0's huber: 29.7309
[50] valid_0's poisson: -87.2645 valid_0's huber: 29.7293
[51] valid_0's poisson: -87.2663 valid_0's huber: 29.7276
[52] valid_0's poisson: -87.2681 valid_0's huber: 29.726
[53] valid_0's poisson: -87.2699 valid_0's huber: 29.7243
[54] valid_0's poisson: -87.2717 valid_0's huber: 29.7227
[55] valid_0's poisson: -87.2736 valid_0's huber: 29.721
[56] valid_0's poisson: -87.2754 valid_0's huber: 29.7194
[57] valid_0's poisson: -87.2772 valid_0's huber: 29.7177
[58] valid_0's poisson: -87.279 valid_0's huber: 29.7161
[59] valid_0's poisson: -87.2808 valid_0's huber: 29.7144
[60] valid_0's poisson: -87.2826 valid_0's huber: 29.7128
[61] valid_0's poisson: -87.2844 valid_0's huber: 29.7111
[62] valid_0's poisson: -87.2862 valid_0's huber: 29.7095
[63] valid_0's poisson: -87.288 valid_0's huber: 29.7078
[64] valid_0's poisson: -87.2899 valid_0's huber: 29.7062
[65] valid_0's poisson: -87.2917 valid_0's huber: 29.7046
[66] valid_0's poisson: -87.2935 valid_0's huber: 29.7029
[67] valid_0's poisson: -87.2953 valid_0's huber: 29.7013
[68] valid_0's poisson: -87.2971 valid_0's huber: 29.6996
[69] valid_0's poisson: -87.2989 valid_0's huber: 29.698
[70] valid_0's poisson: -87.3007 valid_0's huber: 29.6963
[71] valid_0's poisson: -87.3025 valid_0's huber: 29.6947
[72] valid_0's poisson: -87.3043 valid_0's huber: 29.693
[73] valid_0's poisson: -87.3061 valid_0's huber: 29.6914
[74] valid_0's poisson: -87.308 valid_0's huber: 29.6897
[75] valid_0's poisson: -87.3098 valid_0's huber: 29.6881
[76] valid_0's poisson: -87.3116 valid_0's huber: 29.6865
[77] valid_0's poisson: -87.3134 valid_0's huber: 29.6848
[78] valid_0's poisson: -87.3152 valid_0's huber: 29.6832
[79] valid_0's poisson: -87.317 valid_0's huber: 29.6815
[80] valid_0's poisson: -87.3188 valid_0's huber: 29.6799
[81] valid_0's poisson: -87.3206 valid_0's huber: 29.6782
[82] valid_0's poisson: -87.3224 valid_0's huber: 29.6766
[83] valid_0's poisson: -87.3242 valid_0's huber: 29.6749
[84] valid_0's poisson: -87.326 valid_0's huber: 29.6733
[85] valid_0's poisson: -87.3278 valid_0's huber: 29.6716
[86] valid_0's poisson: -87.3297 valid_0's huber: 29.67
[87] valid_0's poisson: -87.3315 valid_0's huber: 29.6684
[88] valid_0's poisson: -87.3333 valid_0's huber: 29.6667
[89] valid_0's poisson: -87.3351 valid_0's huber: 29.6651
[90] valid_0's poisson: -87.3369 valid_0's huber: 29.6634
[91] valid_0's poisson: -87.3387 valid_0's huber: 29.6618
[92] valid_0's poisson: -87.3405 valid_0's huber: 29.6601
[93] valid_0's poisson: -87.3423 valid_0's huber: 29.6585
[94] valid_0's poisson: -87.3441 valid_0's huber: 29.6569
[95] valid_0's poisson: -87.3459 valid_0's huber: 29.6552
[96] valid_0's poisson: -87.3477 valid_0's huber: 29.6536
[97] valid_0's poisson: -87.3495 valid_0's huber: 29.6519
[98] valid_0's poisson: -87.3513 valid_0's huber: 29.6503
[99] valid_0's poisson: -87.3531 valid_0's huber: 29.6486
[100] valid_0's poisson: -87.3549 valid_0's huber: 29.647
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.1758 valid_0's huber: 29.808
[2] valid_0's poisson: -87.1776 valid_0's huber: 29.8064
[3] valid_0's poisson: -87.1794 valid_0's huber: 29.8047
[4] valid_0's poisson: -87.1812 valid_0's huber: 29.8031
[5] valid_0's poisson: -87.183 valid_0's huber: 29.8014
[6] valid_0's poisson: -87.1848 valid_0's huber: 29.7998
[7] valid_0's poisson: -87.1866 valid_0's huber: 29.7981
[8] valid_0's poisson: -87.1884 valid_0's huber: 29.7964
[9] valid_0's poisson: -87.1902 valid_0's huber: 29.7948
[10] valid_0's poisson: -87.192 valid_0's huber: 29.7931
[11] valid_0's poisson: -87.1938 valid_0's huber: 29.7915
[12] valid_0's poisson: -87.1956 valid_0's huber: 29.7898
[13] valid_0's poisson: -87.1974 valid_0's huber: 29.7882
[14] valid_0's poisson: -87.1992 valid_0's huber: 29.7865
[15] valid_0's poisson: -87.201 valid_0's huber: 29.7849
[16] valid_0's poisson: -87.2028 valid_0's huber: 29.7832
[17] valid_0's poisson: -87.2046 valid_0's huber: 29.7816
[18] valid_0's poisson: -87.2064 valid_0's huber: 29.7799
[19] valid_0's poisson: -87.2082 valid_0's huber: 29.7782
[20] valid_0's poisson: -87.21 valid_0's huber: 29.7766
[21] valid_0's poisson: -87.2118 valid_0's huber: 29.7749
[22] valid_0's poisson: -87.2136 valid_0's huber: 29.7733
[23] valid_0's poisson: -87.2154 valid_0's huber: 29.7716
[24] valid_0's poisson: -87.2172 valid_0's huber: 29.77
[25] valid_0's poisson: -87.219 valid_0's huber: 29.7683
[26] valid_0's poisson: -87.2208 valid_0's huber: 29.7667
[27] valid_0's poisson: -87.2226 valid_0's huber: 29.765
[28] valid_0's poisson: -87.2244 valid_0's huber: 29.7634
[29] valid_0's poisson: -87.2262 valid_0's huber: 29.7617
[30] valid_0's poisson: -87.228 valid_0's huber: 29.7601
[31] valid_0's poisson: -87.2298 valid_0's huber: 29.7584
[32] valid_0's poisson: -87.2315 valid_0's huber: 29.7567
[33] valid_0's poisson: -87.2333 valid_0's huber: 29.7551
[34] valid_0's poisson: -87.2351 valid_0's huber: 29.7534
[35] valid_0's poisson: -87.2369 valid_0's huber: 29.7518
[36] valid_0's poisson: -87.2387 valid_0's huber: 29.7501
[37] valid_0's poisson: -87.2405 valid_0's huber: 29.7485
[38] valid_0's poisson: -87.2423 valid_0's huber: 29.7468
[39] valid_0's poisson: -87.2441 valid_0's huber: 29.7452
[40] valid_0's poisson: -87.2459 valid_0's huber: 29.7435
[41] valid_0's poisson: -87.2477 valid_0's huber: 29.7419
[42] valid_0's poisson: -87.2495 valid_0's huber: 29.7402
[43] valid_0's poisson: -87.2513 valid_0's huber: 29.7386
[44] valid_0's poisson: -87.2531 valid_0's huber: 29.7369
[45] valid_0's poisson: -87.2549 valid_0's huber: 29.7353
[46] valid_0's poisson: -87.2567 valid_0's huber: 29.7336
[47] valid_0's poisson: -87.2585 valid_0's huber: 29.732
[48] valid_0's poisson: -87.2603 valid_0's huber: 29.7303
[49] valid_0's poisson: -87.2621 valid_0's huber: 29.7287
[50] valid_0's poisson: -87.2639 valid_0's huber: 29.727
[51] valid_0's poisson: -87.2656 valid_0's huber: 29.7254
[52] valid_0's poisson: -87.2674 valid_0's huber: 29.7237
[53] valid_0's poisson: -87.2692 valid_0's huber: 29.7221
[54] valid_0's poisson: -87.271 valid_0's huber: 29.7204
[55] valid_0's poisson: -87.2728 valid_0's huber: 29.7188
[56] valid_0's poisson: -87.2746 valid_0's huber: 29.7171
[57] valid_0's poisson: -87.2764 valid_0's huber: 29.7155
[58] valid_0's poisson: -87.2782 valid_0's huber: 29.7138
[59] valid_0's poisson: -87.28 valid_0's huber: 29.7122
[60] valid_0's poisson: -87.2818 valid_0's huber: 29.7105
[61] valid_0's poisson: -87.2836 valid_0's huber: 29.7089
[62] valid_0's poisson: -87.2854 valid_0's huber: 29.7072
[63] valid_0's poisson: -87.2872 valid_0's huber: 29.7056
[64] valid_0's poisson: -87.2889 valid_0's huber: 29.7039
[65] valid_0's poisson: -87.2907 valid_0's huber: 29.7023
[66] valid_0's poisson: -87.2925 valid_0's huber: 29.7006
[67] valid_0's poisson: -87.2943 valid_0's huber: 29.699
[68] valid_0's poisson: -87.2961 valid_0's huber: 29.6973
[69] valid_0's poisson: -87.2979 valid_0's huber: 29.6957
[70] valid_0's poisson: -87.2997 valid_0's huber: 29.694
[71] valid_0's poisson: -87.3015 valid_0's huber: 29.6924
[72] valid_0's poisson: -87.3033 valid_0's huber: 29.6907
[73] valid_0's poisson: -87.3051 valid_0's huber: 29.6891
[74] valid_0's poisson: -87.3068 valid_0's huber: 29.6874
[75] valid_0's poisson: -87.3086 valid_0's huber: 29.6858
[76] valid_0's poisson: -87.3104 valid_0's huber: 29.6841
[77] valid_0's poisson: -87.3122 valid_0's huber: 29.6825
[78] valid_0's poisson: -87.314 valid_0's huber: 29.6808
[79] valid_0's poisson: -87.3158 valid_0's huber: 29.6792
[80] valid_0's poisson: -87.3176 valid_0's huber: 29.6775
[81] valid_0's poisson: -87.3194 valid_0's huber: 29.6759
[82] valid_0's poisson: -87.3211 valid_0's huber: 29.6742
[83] valid_0's poisson: -87.3229 valid_0's huber: 29.6726
[84] valid_0's poisson: -87.3247 valid_0's huber: 29.6709
[85] valid_0's poisson: -87.3265 valid_0's huber: 29.6693
[86] valid_0's poisson: -87.3283 valid_0's huber: 29.6676
[87] valid_0's poisson: -87.3301 valid_0's huber: 29.666
[88] valid_0's poisson: -87.3319 valid_0's huber: 29.6644
[89] valid_0's poisson: -87.3336 valid_0's huber: 29.6627
[90] valid_0's poisson: -87.3354 valid_0's huber: 29.6611
[91] valid_0's poisson: -87.3372 valid_0's huber: 29.6594
[92] valid_0's poisson: -87.339 valid_0's huber: 29.6578
[93] valid_0's poisson: -87.3408 valid_0's huber: 29.6561
[94] valid_0's poisson: -87.3426 valid_0's huber: 29.6545
[95] valid_0's poisson: -87.3444 valid_0's huber: 29.6528
[96] valid_0's poisson: -87.3461 valid_0's huber: 29.6512
[97] valid_0's poisson: -87.3479 valid_0's huber: 29.6495
[98] valid_0's poisson: -87.3497 valid_0's huber: 29.6479
[99] valid_0's poisson: -87.3515 valid_0's huber: 29.6462
[100] valid_0's poisson: -87.3533 valid_0's huber: 29.6446
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.1714 valid_0's huber: 29.8412
[2] valid_0's poisson: -87.1732 valid_0's huber: 29.8396
[3] valid_0's poisson: -87.175 valid_0's huber: 29.8379
[4] valid_0's poisson: -87.1769 valid_0's huber: 29.8363
[5] valid_0's poisson: -87.1787 valid_0's huber: 29.8346
[6] valid_0's poisson: -87.1805 valid_0's huber: 29.833
[7] valid_0's poisson: -87.1823 valid_0's huber: 29.8313
[8] valid_0's poisson: -87.1841 valid_0's huber: 29.8297
[9] valid_0's poisson: -87.1859 valid_0's huber: 29.828
[10] valid_0's poisson: -87.1878 valid_0's huber: 29.8263
[11] valid_0's poisson: -87.1896 valid_0's huber: 29.8247
[12] valid_0's poisson: -87.1914 valid_0's huber: 29.823
[13] valid_0's poisson: -87.1932 valid_0's huber: 29.8214
[14] valid_0's poisson: -87.195 valid_0's huber: 29.8197
[15] valid_0's poisson: -87.1968 valid_0's huber: 29.8181
[16] valid_0's poisson: -87.1986 valid_0's huber: 29.8164
[17] valid_0's poisson: -87.2005 valid_0's huber: 29.8148
[18] valid_0's poisson: -87.2023 valid_0's huber: 29.8131
[19] valid_0's poisson: -87.2041 valid_0's huber: 29.8115
[20] valid_0's poisson: -87.2059 valid_0's huber: 29.8098
[21] valid_0's poisson: -87.2077 valid_0's huber: 29.8082
[22] valid_0's poisson: -87.2095 valid_0's huber: 29.8065
[23] valid_0's poisson: -87.2114 valid_0's huber: 29.8049
[24] valid_0's poisson: -87.2132 valid_0's huber: 29.8032
[25] valid_0's poisson: -87.215 valid_0's huber: 29.8016
[26] valid_0's poisson: -87.2168 valid_0's huber: 29.7999
[27] valid_0's poisson: -87.2186 valid_0's huber: 29.7983
[28] valid_0's poisson: -87.2204 valid_0's huber: 29.7966
[29] valid_0's poisson: -87.2222 valid_0's huber: 29.795
[30] valid_0's poisson: -87.2241 valid_0's huber: 29.7934
[31] valid_0's poisson: -87.2259 valid_0's huber: 29.7917
[32] valid_0's poisson: -87.2277 valid_0's huber: 29.7901
[33] valid_0's poisson: -87.2295 valid_0's huber: 29.7884
[34] valid_0's poisson: -87.2313 valid_0's huber: 29.7868
[35] valid_0's poisson: -87.2331 valid_0's huber: 29.7851
[36] valid_0's poisson: -87.2349 valid_0's huber: 29.7835
[37] valid_0's poisson: -87.2367 valid_0's huber: 29.7818
[38] valid_0's poisson: -87.2386 valid_0's huber: 29.7802
[39] valid_0's poisson: -87.2404 valid_0's huber: 29.7785
[40] valid_0's poisson: -87.2422 valid_0's huber: 29.7769
[41] valid_0's poisson: -87.244 valid_0's huber: 29.7752
[42] valid_0's poisson: -87.2458 valid_0's huber: 29.7736
[43] valid_0's poisson: -87.2476 valid_0's huber: 29.7719
[44] valid_0's poisson: -87.2494 valid_0's huber: 29.7703
[45] valid_0's poisson: -87.2512 valid_0's huber: 29.7686
[46] valid_0's poisson: -87.2531 valid_0's huber: 29.767
[47] valid_0's poisson: -87.2549 valid_0's huber: 29.7653
[48] valid_0's poisson: -87.2567 valid_0's huber: 29.7637
[49] valid_0's poisson: -87.2585 valid_0's huber: 29.762
[50] valid_0's poisson: -87.2603 valid_0's huber: 29.7604
[51] valid_0's poisson: -87.2621 valid_0's huber: 29.7587
[52] valid_0's poisson: -87.2639 valid_0's huber: 29.7571
[53] valid_0's poisson: -87.2657 valid_0's huber: 29.7554
[54] valid_0's poisson: -87.2675 valid_0's huber: 29.7538
[55] valid_0's poisson: -87.2693 valid_0's huber: 29.7521
[56] valid_0's poisson: -87.2712 valid_0's huber: 29.7505
[57] valid_0's poisson: -87.273 valid_0's huber: 29.7488
[58] valid_0's poisson: -87.2748 valid_0's huber: 29.7472
[59] valid_0's poisson: -87.2766 valid_0's huber: 29.7455
[60] valid_0's poisson: -87.2784 valid_0's huber: 29.7439
[61] valid_0's poisson: -87.2802 valid_0's huber: 29.7423
[62] valid_0's poisson: -87.282 valid_0's huber: 29.7406
[63] valid_0's poisson: -87.2838 valid_0's huber: 29.739
[64] valid_0's poisson: -87.2856 valid_0's huber: 29.7373
[65] valid_0's poisson: -87.2874 valid_0's huber: 29.7357
[66] valid_0's poisson: -87.2892 valid_0's huber: 29.734
[67] valid_0's poisson: -87.2911 valid_0's huber: 29.7324
[68] valid_0's poisson: -87.2929 valid_0's huber: 29.7307
[69] valid_0's poisson: -87.2947 valid_0's huber: 29.7291
[70] valid_0's poisson: -87.2965 valid_0's huber: 29.7274
[71] valid_0's poisson: -87.2983 valid_0's huber: 29.7258
[72] valid_0's poisson: -87.3001 valid_0's huber: 29.7241
[73] valid_0's poisson: -87.3019 valid_0's huber: 29.7225
[74] valid_0's poisson: -87.3037 valid_0's huber: 29.7208
[75] valid_0's poisson: -87.3055 valid_0's huber: 29.7192
[76] valid_0's poisson: -87.3073 valid_0's huber: 29.7176
[77] valid_0's poisson: -87.3091 valid_0's huber: 29.7159
[78] valid_0's poisson: -87.3109 valid_0's huber: 29.7143
[79] valid_0's poisson: -87.3127 valid_0's huber: 29.7126
[80] valid_0's poisson: -87.3145 valid_0's huber: 29.711
[81] valid_0's poisson: -87.3164 valid_0's huber: 29.7093
[82] valid_0's poisson: -87.3182 valid_0's huber: 29.7077
[83] valid_0's poisson: -87.32 valid_0's huber: 29.706
[84] valid_0's poisson: -87.3218 valid_0's huber: 29.7044
[85] valid_0's poisson: -87.3236 valid_0's huber: 29.7027
[86] valid_0's poisson: -87.3254 valid_0's huber: 29.7011
[87] valid_0's poisson: -87.3272 valid_0's huber: 29.6995
[88] valid_0's poisson: -87.329 valid_0's huber: 29.6978
[89] valid_0's poisson: -87.3308 valid_0's huber: 29.6962
[90] valid_0's poisson: -87.3326 valid_0's huber: 29.6945
[91] valid_0's poisson: -87.3344 valid_0's huber: 29.6929
[92] valid_0's poisson: -87.3362 valid_0's huber: 29.6912
[93] valid_0's poisson: -87.338 valid_0's huber: 29.6896
[94] valid_0's poisson: -87.3398 valid_0's huber: 29.6879
[95] valid_0's poisson: -87.3416 valid_0's huber: 29.6863
[96] valid_0's poisson: -87.3434 valid_0's huber: 29.6847
[97] valid_0's poisson: -87.3452 valid_0's huber: 29.683
[98] valid_0's poisson: -87.347 valid_0's huber: 29.6814
[99] valid_0's poisson: -87.3488 valid_0's huber: 29.6797
[100] valid_0's poisson: -87.3506 valid_0's huber: 29.6781
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.1778 valid_0's huber: 29.7919
[2] valid_0's poisson: -87.1797 valid_0's huber: 29.7903
[3] valid_0's poisson: -87.1815 valid_0's huber: 29.7886
[4] valid_0's poisson: -87.1833 valid_0's huber: 29.787
[5] valid_0's poisson: -87.1852 valid_0's huber: 29.7853
[6] valid_0's poisson: -87.187 valid_0's huber: 29.7837
[7] valid_0's poisson: -87.1888 valid_0's huber: 29.782
[8] valid_0's poisson: -87.1907 valid_0's huber: 29.7804
[9] valid_0's poisson: -87.1925 valid_0's huber: 29.7787
[10] valid_0's poisson: -87.1943 valid_0's huber: 29.777
[11] valid_0's poisson: -87.1961 valid_0's huber: 29.7754
[12] valid_0's poisson: -87.198 valid_0's huber: 29.7737
[13] valid_0's poisson: -87.1998 valid_0's huber: 29.7721
[14] valid_0's poisson: -87.2016 valid_0's huber: 29.7704
[15] valid_0's poisson: -87.2035 valid_0's huber: 29.7688
[16] valid_0's poisson: -87.2053 valid_0's huber: 29.7671
[17] valid_0's poisson: -87.2071 valid_0's huber: 29.7655
[18] valid_0's poisson: -87.2089 valid_0's huber: 29.7638
[19] valid_0's poisson: -87.2108 valid_0's huber: 29.7622
[20] valid_0's poisson: -87.2126 valid_0's huber: 29.7605
[21] valid_0's poisson: -87.2144 valid_0's huber: 29.7589
[22] valid_0's poisson: -87.2163 valid_0's huber: 29.7572
[23] valid_0's poisson: -87.2181 valid_0's huber: 29.7555
[24] valid_0's poisson: -87.2199 valid_0's huber: 29.7539
[25] valid_0's poisson: -87.2217 valid_0's huber: 29.7522
[26] valid_0's poisson: -87.2236 valid_0's huber: 29.7506
[27] valid_0's poisson: -87.2254 valid_0's huber: 29.7489
[28] valid_0's poisson: -87.2272 valid_0's huber: 29.7473
[29] valid_0's poisson: -87.229 valid_0's huber: 29.7456
[30] valid_0's poisson: -87.2309 valid_0's huber: 29.744
[31] valid_0's poisson: -87.2327 valid_0's huber: 29.7423
[32] valid_0's poisson: -87.2345 valid_0's huber: 29.7407
[33] valid_0's poisson: -87.2364 valid_0's huber: 29.739
[34] valid_0's poisson: -87.2382 valid_0's huber: 29.7374
[35] valid_0's poisson: -87.24 valid_0's huber: 29.7357
[36] valid_0's poisson: -87.2418 valid_0's huber: 29.7341
[37] valid_0's poisson: -87.2437 valid_0's huber: 29.7324
[38] valid_0's poisson: -87.2455 valid_0's huber: 29.7308
[39] valid_0's poisson: -87.2473 valid_0's huber: 29.7291
[40] valid_0's poisson: -87.2491 valid_0's huber: 29.7275
[41] valid_0's poisson: -87.251 valid_0's huber: 29.7258
[42] valid_0's poisson: -87.2528 valid_0's huber: 29.7242
[43] valid_0's poisson: -87.2546 valid_0's huber: 29.7225
[44] valid_0's poisson: -87.2564 valid_0's huber: 29.7209
[45] valid_0's poisson: -87.2582 valid_0's huber: 29.7192
[46] valid_0's poisson: -87.2601 valid_0's huber: 29.7175
[47] valid_0's poisson: -87.2619 valid_0's huber: 29.7159
[48] valid_0's poisson: -87.2637 valid_0's huber: 29.7142
[49] valid_0's poisson: -87.2655 valid_0's huber: 29.7126
[50] valid_0's poisson: -87.2674 valid_0's huber: 29.7109
[51] valid_0's poisson: -87.2692 valid_0's huber: 29.7093
[52] valid_0's poisson: -87.271 valid_0's huber: 29.7076
[53] valid_0's poisson: -87.2728 valid_0's huber: 29.706
[54] valid_0's poisson: -87.2747 valid_0's huber: 29.7043
[55] valid_0's poisson: -87.2765 valid_0's huber: 29.7027
[56] valid_0's poisson: -87.2783 valid_0's huber: 29.701
[57] valid_0's poisson: -87.2801 valid_0's huber: 29.6994
[58] valid_0's poisson: -87.282 valid_0's huber: 29.6977
[59] valid_0's poisson: -87.2838 valid_0's huber: 29.6961
[60] valid_0's poisson: -87.2856 valid_0's huber: 29.6944
[61] valid_0's poisson: -87.2874 valid_0's huber: 29.6928
[62] valid_0's poisson: -87.2892 valid_0's huber: 29.6911
[63] valid_0's poisson: -87.2911 valid_0's huber: 29.6895
[64] valid_0's poisson: -87.2929 valid_0's huber: 29.6878
[65] valid_0's poisson: -87.2947 valid_0's huber: 29.6862
[66] valid_0's poisson: -87.2965 valid_0's huber: 29.6845
[67] valid_0's poisson: -87.2983 valid_0's huber: 29.6829
[68] valid_0's poisson: -87.3002 valid_0's huber: 29.6812
[69] valid_0's poisson: -87.302 valid_0's huber: 29.6796
[70] valid_0's poisson: -87.3038 valid_0's huber: 29.6779
[71] valid_0's poisson: -87.3056 valid_0's huber: 29.6763
[72] valid_0's poisson: -87.3074 valid_0's huber: 29.6746
[73] valid_0's poisson: -87.3093 valid_0's huber: 29.673
[74] valid_0's poisson: -87.3111 valid_0's huber: 29.6713
[75] valid_0's poisson: -87.3129 valid_0's huber: 29.6697
[76] valid_0's poisson: -87.3147 valid_0's huber: 29.6681
[77] valid_0's poisson: -87.3165 valid_0's huber: 29.6664
[78] valid_0's poisson: -87.3184 valid_0's huber: 29.6648
[79] valid_0's poisson: -87.3202 valid_0's huber: 29.6631
[80] valid_0's poisson: -87.322 valid_0's huber: 29.6615
[81] valid_0's poisson: -87.3238 valid_0's huber: 29.6598
[82] valid_0's poisson: -87.3256 valid_0's huber: 29.6582
[83] valid_0's poisson: -87.3275 valid_0's huber: 29.6565
[84] valid_0's poisson: -87.3293 valid_0's huber: 29.6549
[85] valid_0's poisson: -87.3311 valid_0's huber: 29.6532
[86] valid_0's poisson: -87.3329 valid_0's huber: 29.6516
[87] valid_0's poisson: -87.3347 valid_0's huber: 29.6499
[88] valid_0's poisson: -87.3365 valid_0's huber: 29.6483
[89] valid_0's poisson: -87.3384 valid_0's huber: 29.6466
[90] valid_0's poisson: -87.3402 valid_0's huber: 29.645
[91] valid_0's poisson: -87.342 valid_0's huber: 29.6433
[92] valid_0's poisson: -87.3438 valid_0's huber: 29.6417
[93] valid_0's poisson: -87.3456 valid_0's huber: 29.64
[94] valid_0's poisson: -87.3475 valid_0's huber: 29.6384
[95] valid_0's poisson: -87.3493 valid_0's huber: 29.6367
[96] valid_0's poisson: -87.3511 valid_0's huber: 29.6351
[97] valid_0's poisson: -87.3529 valid_0's huber: 29.6335
[98] valid_0's poisson: -87.3547 valid_0's huber: 29.6318
[99] valid_0's poisson: -87.3565 valid_0's huber: 29.6302
[100] valid_0's poisson: -87.3583 valid_0's huber: 29.6285
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.1655 valid_0's huber: 29.8836
[2] valid_0's poisson: -87.1673 valid_0's huber: 29.8819
[3] valid_0's poisson: -87.1691 valid_0's huber: 29.8803
[4] valid_0's poisson: -87.1709 valid_0's huber: 29.8786
[5] valid_0's poisson: -87.1728 valid_0's huber: 29.8769
[6] valid_0's poisson: -87.1746 valid_0's huber: 29.8753
[7] valid_0's poisson: -87.1764 valid_0's huber: 29.8736
[8] valid_0's poisson: -87.1783 valid_0's huber: 29.872
[9] valid_0's poisson: -87.1801 valid_0's huber: 29.8703
[10] valid_0's poisson: -87.1819 valid_0's huber: 29.8686
[11] valid_0's poisson: -87.1837 valid_0's huber: 29.867
[12] valid_0's poisson: -87.1856 valid_0's huber: 29.8653
[13] valid_0's poisson: -87.1874 valid_0's huber: 29.8637
[14] valid_0's poisson: -87.1892 valid_0's huber: 29.862
[15] valid_0's poisson: -87.1911 valid_0's huber: 29.8603
[16] valid_0's poisson: -87.1929 valid_0's huber: 29.8587
[17] valid_0's poisson: -87.1947 valid_0's huber: 29.857
[18] valid_0's poisson: -87.1965 valid_0's huber: 29.8554
[19] valid_0's poisson: -87.1984 valid_0's huber: 29.8537
[20] valid_0's poisson: -87.2002 valid_0's huber: 29.852
[21] valid_0's poisson: -87.202 valid_0's huber: 29.8504
[22] valid_0's poisson: -87.2039 valid_0's huber: 29.8487
[23] valid_0's poisson: -87.2057 valid_0's huber: 29.8471
[24] valid_0's poisson: -87.2075 valid_0's huber: 29.8454
[25] valid_0's poisson: -87.2093 valid_0's huber: 29.8438
[26] valid_0's poisson: -87.2112 valid_0's huber: 29.8421
[27] valid_0's poisson: -87.213 valid_0's huber: 29.8404
[28] valid_0's poisson: -87.2148 valid_0's huber: 29.8388
[29] valid_0's poisson: -87.2166 valid_0's huber: 29.8371
[30] valid_0's poisson: -87.2185 valid_0's huber: 29.8355
[31] valid_0's poisson: -87.2203 valid_0's huber: 29.8338
[32] valid_0's poisson: -87.2221 valid_0's huber: 29.8321
[33] valid_0's poisson: -87.2239 valid_0's huber: 29.8305
[34] valid_0's poisson: -87.2258 valid_0's huber: 29.8288
[35] valid_0's poisson: -87.2276 valid_0's huber: 29.8272
[36] valid_0's poisson: -87.2294 valid_0's huber: 29.8255
[37] valid_0's poisson: -87.2312 valid_0's huber: 29.8239
[38] valid_0's poisson: -87.2331 valid_0's huber: 29.8222
[39] valid_0's poisson: -87.2349 valid_0's huber: 29.8205
[40] valid_0's poisson: -87.2367 valid_0's huber: 29.8189
[41] valid_0's poisson: -87.2385 valid_0's huber: 29.8172
[42] valid_0's poisson: -87.2404 valid_0's huber: 29.8156
[43] valid_0's poisson: -87.2422 valid_0's huber: 29.8139
[44] valid_0's poisson: -87.244 valid_0's huber: 29.8123
[45] valid_0's poisson: -87.2458 valid_0's huber: 29.8106
[46] valid_0's poisson: -87.2477 valid_0's huber: 29.8089
[47] valid_0's poisson: -87.2495 valid_0's huber: 29.8073
[48] valid_0's poisson: -87.2513 valid_0's huber: 29.8056
[49] valid_0's poisson: -87.2531 valid_0's huber: 29.804
[50] valid_0's poisson: -87.255 valid_0's huber: 29.8023
[51] valid_0's poisson: -87.2568 valid_0's huber: 29.8007
[52] valid_0's poisson: -87.2586 valid_0's huber: 29.799
[53] valid_0's poisson: -87.2604 valid_0's huber: 29.7973
[54] valid_0's poisson: -87.2622 valid_0's huber: 29.7957
[55] valid_0's poisson: -87.2641 valid_0's huber: 29.794
[56] valid_0's poisson: -87.2659 valid_0's huber: 29.7924
[57] valid_0's poisson: -87.2677 valid_0's huber: 29.7907
[58] valid_0's poisson: -87.2695 valid_0's huber: 29.7891
[59] valid_0's poisson: -87.2714 valid_0's huber: 29.7874
[60] valid_0's poisson: -87.2732 valid_0's huber: 29.7858
[61] valid_0's poisson: -87.275 valid_0's huber: 29.7841
[62] valid_0's poisson: -87.2768 valid_0's huber: 29.7824
[63] valid_0's poisson: -87.2786 valid_0's huber: 29.7808
[64] valid_0's poisson: -87.2805 valid_0's huber: 29.7791
[65] valid_0's poisson: -87.2823 valid_0's huber: 29.7775
[66] valid_0's poisson: -87.2841 valid_0's huber: 29.7758
[67] valid_0's poisson: -87.2859 valid_0's huber: 29.7742
[68] valid_0's poisson: -87.2877 valid_0's huber: 29.7725
[69] valid_0's poisson: -87.2896 valid_0's huber: 29.7709
[70] valid_0's poisson: -87.2914 valid_0's huber: 29.7692
[71] valid_0's poisson: -87.2932 valid_0's huber: 29.7675
[72] valid_0's poisson: -87.295 valid_0's huber: 29.7659
[73] valid_0's poisson: -87.2968 valid_0's huber: 29.7642
[74] valid_0's poisson: -87.2987 valid_0's huber: 29.7626
[75] valid_0's poisson: -87.3005 valid_0's huber: 29.7609
[76] valid_0's poisson: -87.3023 valid_0's huber: 29.7593
[77] valid_0's poisson: -87.3041 valid_0's huber: 29.7576
[78] valid_0's poisson: -87.3059 valid_0's huber: 29.756
[79] valid_0's poisson: -87.3077 valid_0's huber: 29.7543
[80] valid_0's poisson: -87.3096 valid_0's huber: 29.7526
[81] valid_0's poisson: -87.3114 valid_0's huber: 29.751
[82] valid_0's poisson: -87.3132 valid_0's huber: 29.7493
[83] valid_0's poisson: -87.315 valid_0's huber: 29.7477
[84] valid_0's poisson: -87.3168 valid_0's huber: 29.746
[85] valid_0's poisson: -87.3187 valid_0's huber: 29.7444
[86] valid_0's poisson: -87.3205 valid_0's huber: 29.7427
[87] valid_0's poisson: -87.3223 valid_0's huber: 29.7411
[88] valid_0's poisson: -87.3241 valid_0's huber: 29.7394
[89] valid_0's poisson: -87.3259 valid_0's huber: 29.7378
[90] valid_0's poisson: -87.3277 valid_0's huber: 29.7361
[91] valid_0's poisson: -87.3296 valid_0's huber: 29.7345
[92] valid_0's poisson: -87.3314 valid_0's huber: 29.7328
[93] valid_0's poisson: -87.3332 valid_0's huber: 29.7311
[94] valid_0's poisson: -87.335 valid_0's huber: 29.7295
[95] valid_0's poisson: -87.3368 valid_0's huber: 29.7278
[96] valid_0's poisson: -87.3386 valid_0's huber: 29.7262
[97] valid_0's poisson: -87.3404 valid_0's huber: 29.7245
[98] valid_0's poisson: -87.3423 valid_0's huber: 29.7229
[99] valid_0's poisson: -87.3441 valid_0's huber: 29.7212
[100] valid_0's poisson: -87.3459 valid_0's huber: 29.7196
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1842 valid_0's huber: 29.8031
[2] valid_0's poisson: -87.1947 valid_0's huber: 29.7944
[3] valid_0's poisson: -87.2052 valid_0's huber: 29.7857
[4] valid_0's poisson: -87.2157 valid_0's huber: 29.7771
[5] valid_0's poisson: -87.2262 valid_0's huber: 29.7684
[6] valid_0's poisson: -87.2367 valid_0's huber: 29.7597
[7] valid_0's poisson: -87.2472 valid_0's huber: 29.7511
[8] valid_0's poisson: -87.2577 valid_0's huber: 29.7424
[9] valid_0's poisson: -87.2682 valid_0's huber: 29.7338
[10] valid_0's poisson: -87.2787 valid_0's huber: 29.7251
[11] valid_0's poisson: -87.2891 valid_0's huber: 29.7164
[12] valid_0's poisson: -87.2996 valid_0's huber: 29.7078
[13] valid_0's poisson: -87.3101 valid_0's huber: 29.6991
[14] valid_0's poisson: -87.3205 valid_0's huber: 29.6905
[15] valid_0's poisson: -87.331 valid_0's huber: 29.6818
[16] valid_0's poisson: -87.3415 valid_0's huber: 29.6732
[17] valid_0's poisson: -87.3519 valid_0's huber: 29.6645
[18] valid_0's poisson: -87.3624 valid_0's huber: 29.6559
[19] valid_0's poisson: -87.3728 valid_0's huber: 29.6472
[20] valid_0's poisson: -87.3832 valid_0's huber: 29.6386
[21] valid_0's poisson: -87.3937 valid_0's huber: 29.63
[22] valid_0's poisson: -87.4041 valid_0's huber: 29.6213
[23] valid_0's poisson: -87.4146 valid_0's huber: 29.6127
[24] valid_0's poisson: -87.4251 valid_0's huber: 29.6041
[25] valid_0's poisson: -87.4355 valid_0's huber: 29.5955
[26] valid_0's poisson: -87.446 valid_0's huber: 29.5869
[27] valid_0's poisson: -87.4564 valid_0's huber: 29.5782
[28] valid_0's poisson: -87.4669 valid_0's huber: 29.5696
[29] valid_0's poisson: -87.4773 valid_0's huber: 29.561
[30] valid_0's poisson: -87.4877 valid_0's huber: 29.5524
[31] valid_0's poisson: -87.4982 valid_0's huber: 29.5438
[32] valid_0's poisson: -87.5086 valid_0's huber: 29.5352
[33] valid_0's poisson: -87.519 valid_0's huber: 29.5266
[34] valid_0's poisson: -87.5294 valid_0's huber: 29.518
[35] valid_0's poisson: -87.5399 valid_0's huber: 29.5094
[36] valid_0's poisson: -87.5503 valid_0's huber: 29.5008
[37] valid_0's poisson: -87.5607 valid_0's huber: 29.4922
[38] valid_0's poisson: -87.5711 valid_0's huber: 29.4836
[39] valid_0's poisson: -87.5815 valid_0's huber: 29.475
[40] valid_0's poisson: -87.5919 valid_0's huber: 29.4664
[41] valid_0's poisson: -87.6023 valid_0's huber: 29.4578
[42] valid_0's poisson: -87.6126 valid_0's huber: 29.4492
[43] valid_0's poisson: -87.623 valid_0's huber: 29.4407
[44] valid_0's poisson: -87.6334 valid_0's huber: 29.4321
[45] valid_0's poisson: -87.6438 valid_0's huber: 29.4235
[46] valid_0's poisson: -87.6542 valid_0's huber: 29.4149
[47] valid_0's poisson: -87.6645 valid_0's huber: 29.4063
[48] valid_0's poisson: -87.6749 valid_0's huber: 29.3978
[49] valid_0's poisson: -87.6853 valid_0's huber: 29.3892
[50] valid_0's poisson: -87.6956 valid_0's huber: 29.3806
[51] valid_0's poisson: -87.706 valid_0's huber: 29.3721
[52] valid_0's poisson: -87.7163 valid_0's huber: 29.3635
[53] valid_0's poisson: -87.7267 valid_0's huber: 29.3549
[54] valid_0's poisson: -87.737 valid_0's huber: 29.3464
[55] valid_0's poisson: -87.7473 valid_0's huber: 29.3378
[56] valid_0's poisson: -87.7577 valid_0's huber: 29.3292
[57] valid_0's poisson: -87.768 valid_0's huber: 29.3207
[58] valid_0's poisson: -87.7783 valid_0's huber: 29.3121
[59] valid_0's poisson: -87.7886 valid_0's huber: 29.3036
[60] valid_0's poisson: -87.799 valid_0's huber: 29.295
[61] valid_0's poisson: -87.8093 valid_0's huber: 29.2865
[62] valid_0's poisson: -87.8196 valid_0's huber: 29.2779
[63] valid_0's poisson: -87.8299 valid_0's huber: 29.2694
[64] valid_0's poisson: -87.8402 valid_0's huber: 29.2608
[65] valid_0's poisson: -87.8505 valid_0's huber: 29.2523
[66] valid_0's poisson: -87.8608 valid_0's huber: 29.2437
[67] valid_0's poisson: -87.8711 valid_0's huber: 29.2352
[68] valid_0's poisson: -87.8814 valid_0's huber: 29.2266
[69] valid_0's poisson: -87.8916 valid_0's huber: 29.2181
[70] valid_0's poisson: -87.9019 valid_0's huber: 29.2096
[71] valid_0's poisson: -87.9122 valid_0's huber: 29.201
[72] valid_0's poisson: -87.9225 valid_0's huber: 29.1925
[73] valid_0's poisson: -87.9327 valid_0's huber: 29.184
[74] valid_0's poisson: -87.943 valid_0's huber: 29.1754
[75] valid_0's poisson: -87.9533 valid_0's huber: 29.1669
[76] valid_0's poisson: -87.9635 valid_0's huber: 29.1584
[77] valid_0's poisson: -87.9738 valid_0's huber: 29.1499
[78] valid_0's poisson: -87.984 valid_0's huber: 29.1413
[79] valid_0's poisson: -87.9943 valid_0's huber: 29.1328
[80] valid_0's poisson: -88.0045 valid_0's huber: 29.1243
[81] valid_0's poisson: -88.0147 valid_0's huber: 29.1158
[82] valid_0's poisson: -88.025 valid_0's huber: 29.1073
[83] valid_0's poisson: -88.0352 valid_0's huber: 29.0988
[84] valid_0's poisson: -88.0454 valid_0's huber: 29.0902
[85] valid_0's poisson: -88.0557 valid_0's huber: 29.0817
[86] valid_0's poisson: -88.0659 valid_0's huber: 29.0732
[87] valid_0's poisson: -88.0761 valid_0's huber: 29.0647
[88] valid_0's poisson: -88.0863 valid_0's huber: 29.0562
[89] valid_0's poisson: -88.0965 valid_0's huber: 29.0477
[90] valid_0's poisson: -88.1067 valid_0's huber: 29.0392
[91] valid_0's poisson: -88.1169 valid_0's huber: 29.0307
[92] valid_0's poisson: -88.1271 valid_0's huber: 29.0222
[93] valid_0's poisson: -88.1373 valid_0's huber: 29.0138
[94] valid_0's poisson: -88.1475 valid_0's huber: 29.0053
[95] valid_0's poisson: -88.1577 valid_0's huber: 28.9968
[96] valid_0's poisson: -88.1678 valid_0's huber: 28.9883
[97] valid_0's poisson: -88.178 valid_0's huber: 28.9798
[98] valid_0's poisson: -88.1882 valid_0's huber: 28.9713
[99] valid_0's poisson: -88.1983 valid_0's huber: 28.9629
[100] valid_0's poisson: -88.2085 valid_0's huber: 28.9544
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1844 valid_0's huber: 29.8012
[2] valid_0's poisson: -87.1948 valid_0's huber: 29.7926
[3] valid_0's poisson: -87.2052 valid_0's huber: 29.7841
[4] valid_0's poisson: -87.2156 valid_0's huber: 29.7756
[5] valid_0's poisson: -87.226 valid_0's huber: 29.7671
[6] valid_0's poisson: -87.2364 valid_0's huber: 29.7585
[7] valid_0's poisson: -87.2468 valid_0's huber: 29.75
[8] valid_0's poisson: -87.2572 valid_0's huber: 29.7416
[9] valid_0's poisson: -87.2676 valid_0's huber: 29.7331
[10] valid_0's poisson: -87.2779 valid_0's huber: 29.7245
[11] valid_0's poisson: -87.2883 valid_0's huber: 29.716
[12] valid_0's poisson: -87.2987 valid_0's huber: 29.7075
[13] valid_0's poisson: -87.3091 valid_0's huber: 29.699
[14] valid_0's poisson: -87.3194 valid_0's huber: 29.6905
[15] valid_0's poisson: -87.3298 valid_0's huber: 29.682
[16] valid_0's poisson: -87.3402 valid_0's huber: 29.6735
[17] valid_0's poisson: -87.3505 valid_0's huber: 29.665
[18] valid_0's poisson: -87.3609 valid_0's huber: 29.6565
[19] valid_0's poisson: -87.3712 valid_0's huber: 29.648
[20] valid_0's poisson: -87.3816 valid_0's huber: 29.6395
[21] valid_0's poisson: -87.3919 valid_0's huber: 29.631
[22] valid_0's poisson: -87.4022 valid_0's huber: 29.6225
[23] valid_0's poisson: -87.4126 valid_0's huber: 29.614
[24] valid_0's poisson: -87.4229 valid_0's huber: 29.6055
[25] valid_0's poisson: -87.4332 valid_0's huber: 29.597
[26] valid_0's poisson: -87.4435 valid_0's huber: 29.5886
[27] valid_0's poisson: -87.4539 valid_0's huber: 29.58
[28] valid_0's poisson: -87.4642 valid_0's huber: 29.5716
[29] valid_0's poisson: -87.4745 valid_0's huber: 29.5631
[30] valid_0's poisson: -87.4848 valid_0's huber: 29.5546
[31] valid_0's poisson: -87.4951 valid_0's huber: 29.5461
[32] valid_0's poisson: -87.5054 valid_0's huber: 29.5377
[33] valid_0's poisson: -87.5157 valid_0's huber: 29.5292
[34] valid_0's poisson: -87.526 valid_0's huber: 29.5207
[35] valid_0's poisson: -87.5363 valid_0's huber: 29.5122
[36] valid_0's poisson: -87.5465 valid_0's huber: 29.5038
[37] valid_0's poisson: -87.5568 valid_0's huber: 29.4953
[38] valid_0's poisson: -87.5671 valid_0's huber: 29.4869
[39] valid_0's poisson: -87.5774 valid_0's huber: 29.4784
[40] valid_0's poisson: -87.5876 valid_0's huber: 29.4699
[41] valid_0's poisson: -87.5979 valid_0's huber: 29.4615
[42] valid_0's poisson: -87.6081 valid_0's huber: 29.453
[43] valid_0's poisson: -87.6184 valid_0's huber: 29.4446
[44] valid_0's poisson: -87.6286 valid_0's huber: 29.4361
[45] valid_0's poisson: -87.6389 valid_0's huber: 29.4277
[46] valid_0's poisson: -87.6491 valid_0's huber: 29.4192
[47] valid_0's poisson: -87.6594 valid_0's huber: 29.4107
[48] valid_0's poisson: -87.6696 valid_0's huber: 29.4023
[49] valid_0's poisson: -87.6798 valid_0's huber: 29.3939
[50] valid_0's poisson: -87.69 valid_0's huber: 29.3854
[51] valid_0's poisson: -87.7002 valid_0's huber: 29.377
[52] valid_0's poisson: -87.7104 valid_0's huber: 29.3685
[53] valid_0's poisson: -87.7206 valid_0's huber: 29.3601
[54] valid_0's poisson: -87.7308 valid_0's huber: 29.3517
[55] valid_0's poisson: -87.741 valid_0's huber: 29.3433
[56] valid_0's poisson: -87.7512 valid_0's huber: 29.3348
[57] valid_0's poisson: -87.7614 valid_0's huber: 29.3264
[58] valid_0's poisson: -87.7716 valid_0's huber: 29.318
[59] valid_0's poisson: -87.7818 valid_0's huber: 29.3096
[60] valid_0's poisson: -87.7919 valid_0's huber: 29.3011
[61] valid_0's poisson: -87.8021 valid_0's huber: 29.2927
[62] valid_0's poisson: -87.8123 valid_0's huber: 29.2843
[63] valid_0's poisson: -87.8224 valid_0's huber: 29.2759
[64] valid_0's poisson: -87.8326 valid_0's huber: 29.2675
[65] valid_0's poisson: -87.8427 valid_0's huber: 29.2591
[66] valid_0's poisson: -87.8529 valid_0's huber: 29.2507
[67] valid_0's poisson: -87.863 valid_0's huber: 29.2423
[68] valid_0's poisson: -87.8732 valid_0's huber: 29.2339
[69] valid_0's poisson: -87.8833 valid_0's huber: 29.2255
[70] valid_0's poisson: -87.8934 valid_0's huber: 29.2171
[71] valid_0's poisson: -87.9036 valid_0's huber: 29.2087
[72] valid_0's poisson: -87.9137 valid_0's huber: 29.2003
[73] valid_0's poisson: -87.9238 valid_0's huber: 29.1919
[74] valid_0's poisson: -87.9339 valid_0's huber: 29.1835
[75] valid_0's poisson: -87.9441 valid_0's huber: 29.1751
[76] valid_0's poisson: -87.9542 valid_0's huber: 29.1667
[77] valid_0's poisson: -87.9643 valid_0's huber: 29.1583
[78] valid_0's poisson: -87.9744 valid_0's huber: 29.1499
[79] valid_0's poisson: -87.9845 valid_0's huber: 29.1415
[80] valid_0's poisson: -87.9946 valid_0's huber: 29.1332
[81] valid_0's poisson: -88.0047 valid_0's huber: 29.1247
[82] valid_0's poisson: -88.0147 valid_0's huber: 29.1164
[83] valid_0's poisson: -88.0248 valid_0's huber: 29.108
[84] valid_0's poisson: -88.0349 valid_0's huber: 29.0996
[85] valid_0's poisson: -88.045 valid_0's huber: 29.0913
[86] valid_0's poisson: -88.0551 valid_0's huber: 29.0829
[87] valid_0's poisson: -88.0651 valid_0's huber: 29.0745
[88] valid_0's poisson: -88.0752 valid_0's huber: 29.0661
[89] valid_0's poisson: -88.0852 valid_0's huber: 29.0578
[90] valid_0's poisson: -88.0953 valid_0's huber: 29.0494
[91] valid_0's poisson: -88.1054 valid_0's huber: 29.0411
[92] valid_0's poisson: -88.1154 valid_0's huber: 29.0327
[93] valid_0's poisson: -88.1254 valid_0's huber: 29.0243
[94] valid_0's poisson: -88.1355 valid_0's huber: 29.016
[95] valid_0's poisson: -88.1455 valid_0's huber: 29.0076
[96] valid_0's poisson: -88.1556 valid_0's huber: 28.9993
[97] valid_0's poisson: -88.1656 valid_0's huber: 28.9909
[98] valid_0's poisson: -88.1756 valid_0's huber: 28.9826
[99] valid_0's poisson: -88.1856 valid_0's huber: 28.9742
[100] valid_0's poisson: -88.1957 valid_0's huber: 28.9659
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1802 valid_0's huber: 29.8341
[2] valid_0's poisson: -87.1907 valid_0's huber: 29.8253
[3] valid_0's poisson: -87.2013 valid_0's huber: 29.8165
[4] valid_0's poisson: -87.2118 valid_0's huber: 29.8078
[5] valid_0's poisson: -87.2224 valid_0's huber: 29.799
[6] valid_0's poisson: -87.2329 valid_0's huber: 29.7902
[7] valid_0's poisson: -87.2435 valid_0's huber: 29.7815
[8] valid_0's poisson: -87.254 valid_0's huber: 29.7727
[9] valid_0's poisson: -87.2646 valid_0's huber: 29.764
[10] valid_0's poisson: -87.2751 valid_0's huber: 29.7552
[11] valid_0's poisson: -87.2856 valid_0's huber: 29.7464
[12] valid_0's poisson: -87.2962 valid_0's huber: 29.7377
[13] valid_0's poisson: -87.3067 valid_0's huber: 29.729
[14] valid_0's poisson: -87.3172 valid_0's huber: 29.7202
[15] valid_0's poisson: -87.3277 valid_0's huber: 29.7114
[16] valid_0's poisson: -87.3382 valid_0's huber: 29.7027
[17] valid_0's poisson: -87.3487 valid_0's huber: 29.694
[18] valid_0's poisson: -87.3593 valid_0's huber: 29.6852
[19] valid_0's poisson: -87.3697 valid_0's huber: 29.6765
[20] valid_0's poisson: -87.3802 valid_0's huber: 29.6677
[21] valid_0's poisson: -87.3907 valid_0's huber: 29.659
[22] valid_0's poisson: -87.4012 valid_0's huber: 29.6503
[23] valid_0's poisson: -87.4117 valid_0's huber: 29.6415
[24] valid_0's poisson: -87.4222 valid_0's huber: 29.6328
[25] valid_0's poisson: -87.4327 valid_0's huber: 29.6241
[26] valid_0's poisson: -87.4431 valid_0's huber: 29.6154
[27] valid_0's poisson: -87.4536 valid_0's huber: 29.6066
[28] valid_0's poisson: -87.4641 valid_0's huber: 29.5979
[29] valid_0's poisson: -87.4745 valid_0's huber: 29.5892
[30] valid_0's poisson: -87.485 valid_0's huber: 29.5805
[31] valid_0's poisson: -87.4954 valid_0's huber: 29.5717
[32] valid_0's poisson: -87.5059 valid_0's huber: 29.563
[33] valid_0's poisson: -87.5163 valid_0's huber: 29.5543
[34] valid_0's poisson: -87.5268 valid_0's huber: 29.5456
[35] valid_0's poisson: -87.5372 valid_0's huber: 29.5369
[36] valid_0's poisson: -87.5476 valid_0's huber: 29.5282
[37] valid_0's poisson: -87.5581 valid_0's huber: 29.5195
[38] valid_0's poisson: -87.5685 valid_0's huber: 29.5108
[39] valid_0's poisson: -87.5789 valid_0's huber: 29.502
[40] valid_0's poisson: -87.5893 valid_0's huber: 29.4933
[41] valid_0's poisson: -87.5997 valid_0's huber: 29.4846
[42] valid_0's poisson: -87.6101 valid_0's huber: 29.4759
[43] valid_0's poisson: -87.6205 valid_0's huber: 29.4672
[44] valid_0's poisson: -87.631 valid_0's huber: 29.4585
[45] valid_0's poisson: -87.6413 valid_0's huber: 29.4498
[46] valid_0's poisson: -87.6517 valid_0's huber: 29.4411
[47] valid_0's poisson: -87.6621 valid_0's huber: 29.4325
[48] valid_0's poisson: -87.6725 valid_0's huber: 29.4238
[49] valid_0's poisson: -87.6829 valid_0's huber: 29.4151
[50] valid_0's poisson: -87.6933 valid_0's huber: 29.4064
[51] valid_0's poisson: -87.7036 valid_0's huber: 29.3977
[52] valid_0's poisson: -87.714 valid_0's huber: 29.389
[53] valid_0's poisson: -87.7244 valid_0's huber: 29.3804
[54] valid_0's poisson: -87.7347 valid_0's huber: 29.3717
[55] valid_0's poisson: -87.7451 valid_0's huber: 29.363
[56] valid_0's poisson: -87.7554 valid_0's huber: 29.3543
[57] valid_0's poisson: -87.7658 valid_0's huber: 29.3457
[58] valid_0's poisson: -87.7761 valid_0's huber: 29.337
[59] valid_0's poisson: -87.7865 valid_0's huber: 29.3283
[60] valid_0's poisson: -87.7968 valid_0's huber: 29.3197
[61] valid_0's poisson: -87.8071 valid_0's huber: 29.311
[62] valid_0's poisson: -87.8175 valid_0's huber: 29.3023
[63] valid_0's poisson: -87.8278 valid_0's huber: 29.2937
[64] valid_0's poisson: -87.8381 valid_0's huber: 29.285
[65] valid_0's poisson: -87.8484 valid_0's huber: 29.2764
[66] valid_0's poisson: -87.8587 valid_0's huber: 29.2677
[67] valid_0's poisson: -87.869 valid_0's huber: 29.2591
[68] valid_0's poisson: -87.8794 valid_0's huber: 29.2504
[69] valid_0's poisson: -87.8897 valid_0's huber: 29.2417
[70] valid_0's poisson: -87.9 valid_0's huber: 29.2331
[71] valid_0's poisson: -87.9102 valid_0's huber: 29.2245
[72] valid_0's poisson: -87.9205 valid_0's huber: 29.2158
[73] valid_0's poisson: -87.9308 valid_0's huber: 29.2072
[74] valid_0's poisson: -87.9411 valid_0's huber: 29.1985
[75] valid_0's poisson: -87.9514 valid_0's huber: 29.1899
[76] valid_0's poisson: -87.9617 valid_0's huber: 29.1812
[77] valid_0's poisson: -87.9719 valid_0's huber: 29.1726
[78] valid_0's poisson: -87.9822 valid_0's huber: 29.164
[79] valid_0's poisson: -87.9925 valid_0's huber: 29.1553
[80] valid_0's poisson: -88.0027 valid_0's huber: 29.1467
[81] valid_0's poisson: -88.013 valid_0's huber: 29.1381
[82] valid_0's poisson: -88.0232 valid_0's huber: 29.1294
[83] valid_0's poisson: -88.0335 valid_0's huber: 29.1208
[84] valid_0's poisson: -88.0437 valid_0's huber: 29.1122
[85] valid_0's poisson: -88.054 valid_0's huber: 29.1036
[86] valid_0's poisson: -88.0642 valid_0's huber: 29.0949
[87] valid_0's poisson: -88.0744 valid_0's huber: 29.0863
[88] valid_0's poisson: -88.0847 valid_0's huber: 29.0777
[89] valid_0's poisson: -88.0949 valid_0's huber: 29.0691
[90] valid_0's poisson: -88.1051 valid_0's huber: 29.0605
[91] valid_0's poisson: -88.1153 valid_0's huber: 29.0518
[92] valid_0's poisson: -88.1256 valid_0's huber: 29.0432
[93] valid_0's poisson: -88.1358 valid_0's huber: 29.0346
[94] valid_0's poisson: -88.146 valid_0's huber: 29.026
[95] valid_0's poisson: -88.1562 valid_0's huber: 29.0174
[96] valid_0's poisson: -88.1664 valid_0's huber: 29.0088
[97] valid_0's poisson: -88.1766 valid_0's huber: 29.0002
[98] valid_0's poisson: -88.1868 valid_0's huber: 28.9916
[99] valid_0's poisson: -88.1969 valid_0's huber: 28.983
[100] valid_0's poisson: -88.2071 valid_0's huber: 28.9744
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1866 valid_0's huber: 29.7849
[2] valid_0's poisson: -87.1972 valid_0's huber: 29.7762
[3] valid_0's poisson: -87.2078 valid_0's huber: 29.7674
[4] valid_0's poisson: -87.2184 valid_0's huber: 29.7587
[5] valid_0's poisson: -87.229 valid_0's huber: 29.75
[6] valid_0's poisson: -87.2396 valid_0's huber: 29.7413
[7] valid_0's poisson: -87.2502 valid_0's huber: 29.7326
[8] valid_0's poisson: -87.2607 valid_0's huber: 29.7238
[9] valid_0's poisson: -87.2713 valid_0's huber: 29.7151
[10] valid_0's poisson: -87.2819 valid_0's huber: 29.7064
[11] valid_0's poisson: -87.2924 valid_0's huber: 29.6977
[12] valid_0's poisson: -87.303 valid_0's huber: 29.689
[13] valid_0's poisson: -87.3136 valid_0's huber: 29.6803
[14] valid_0's poisson: -87.3241 valid_0's huber: 29.6716
[15] valid_0's poisson: -87.3347 valid_0's huber: 29.6629
[16] valid_0's poisson: -87.3452 valid_0's huber: 29.6542
[17] valid_0's poisson: -87.3558 valid_0's huber: 29.6455
[18] valid_0's poisson: -87.3663 valid_0's huber: 29.6368
[19] valid_0's poisson: -87.3768 valid_0's huber: 29.6281
[20] valid_0's poisson: -87.3874 valid_0's huber: 29.6194
[21] valid_0's poisson: -87.3979 valid_0's huber: 29.6107
[22] valid_0's poisson: -87.4084 valid_0's huber: 29.602
[23] valid_0's poisson: -87.4189 valid_0's huber: 29.5933
[24] valid_0's poisson: -87.4295 valid_0's huber: 29.5846
[25] valid_0's poisson: -87.44 valid_0's huber: 29.5759
[26] valid_0's poisson: -87.4505 valid_0's huber: 29.5672
[27] valid_0's poisson: -87.461 valid_0's huber: 29.5586
[28] valid_0's poisson: -87.4715 valid_0's huber: 29.5499
[29] valid_0's poisson: -87.482 valid_0's huber: 29.5412
[30] valid_0's poisson: -87.4924 valid_0's huber: 29.5325
[31] valid_0's poisson: -87.5029 valid_0's huber: 29.5238
[32] valid_0's poisson: -87.5134 valid_0's huber: 29.5152
[33] valid_0's poisson: -87.5239 valid_0's huber: 29.5065
[34] valid_0's poisson: -87.5344 valid_0's huber: 29.4978
[35] valid_0's poisson: -87.5448 valid_0's huber: 29.4891
[36] valid_0's poisson: -87.5553 valid_0's huber: 29.4805
[37] valid_0's poisson: -87.5657 valid_0's huber: 29.4718
[38] valid_0's poisson: -87.5762 valid_0's huber: 29.4631
[39] valid_0's poisson: -87.5867 valid_0's huber: 29.4545
[40] valid_0's poisson: -87.5971 valid_0's huber: 29.4458
[41] valid_0's poisson: -87.6076 valid_0's huber: 29.4371
[42] valid_0's poisson: -87.618 valid_0's huber: 29.4285
[43] valid_0's poisson: -87.6284 valid_0's huber: 29.4198
[44] valid_0's poisson: -87.6389 valid_0's huber: 29.4112
[45] valid_0's poisson: -87.6493 valid_0's huber: 29.4025
[46] valid_0's poisson: -87.6597 valid_0's huber: 29.3939
[47] valid_0's poisson: -87.6701 valid_0's huber: 29.3852
[48] valid_0's poisson: -87.6805 valid_0's huber: 29.3766
[49] valid_0's poisson: -87.6909 valid_0's huber: 29.3679
[50] valid_0's poisson: -87.7014 valid_0's huber: 29.3593
[51] valid_0's poisson: -87.7118 valid_0's huber: 29.3507
[52] valid_0's poisson: -87.7222 valid_0's huber: 29.342
[53] valid_0's poisson: -87.7326 valid_0's huber: 29.3334
[54] valid_0's poisson: -87.7429 valid_0's huber: 29.3247
[55] valid_0's poisson: -87.7533 valid_0's huber: 29.3161
[56] valid_0's poisson: -87.7637 valid_0's huber: 29.3074
[57] valid_0's poisson: -87.7741 valid_0's huber: 29.2988
[58] valid_0's poisson: -87.7845 valid_0's huber: 29.2902
[59] valid_0's poisson: -87.7948 valid_0's huber: 29.2816
[60] valid_0's poisson: -87.8052 valid_0's huber: 29.2729
[61] valid_0's poisson: -87.8155 valid_0's huber: 29.2643
[62] valid_0's poisson: -87.8259 valid_0's huber: 29.2557
[63] valid_0's poisson: -87.8362 valid_0's huber: 29.2471
[64] valid_0's poisson: -87.8466 valid_0's huber: 29.2385
[65] valid_0's poisson: -87.8569 valid_0's huber: 29.2299
[66] valid_0's poisson: -87.8672 valid_0's huber: 29.2213
[67] valid_0's poisson: -87.8776 valid_0's huber: 29.2126
[68] valid_0's poisson: -87.8879 valid_0's huber: 29.204
[69] valid_0's poisson: -87.8982 valid_0's huber: 29.1954
[70] valid_0's poisson: -87.9086 valid_0's huber: 29.1868
[71] valid_0's poisson: -87.9189 valid_0's huber: 29.1782
[72] valid_0's poisson: -87.9292 valid_0's huber: 29.1696
[73] valid_0's poisson: -87.9395 valid_0's huber: 29.161
[74] valid_0's poisson: -87.9498 valid_0's huber: 29.1524
[75] valid_0's poisson: -87.9601 valid_0's huber: 29.1438
[76] valid_0's poisson: -87.9704 valid_0's huber: 29.1352
[77] valid_0's poisson: -87.9807 valid_0's huber: 29.1266
[78] valid_0's poisson: -87.991 valid_0's huber: 29.118
[79] valid_0's poisson: -88.0013 valid_0's huber: 29.1094
[80] valid_0's poisson: -88.0115 valid_0's huber: 29.1008
[81] valid_0's poisson: -88.0218 valid_0's huber: 29.0922
[82] valid_0's poisson: -88.0321 valid_0's huber: 29.0837
[83] valid_0's poisson: -88.0424 valid_0's huber: 29.0751
[84] valid_0's poisson: -88.0526 valid_0's huber: 29.0665
[85] valid_0's poisson: -88.0629 valid_0's huber: 29.0579
[86] valid_0's poisson: -88.0732 valid_0's huber: 29.0493
[87] valid_0's poisson: -88.0834 valid_0's huber: 29.0407
[88] valid_0's poisson: -88.0937 valid_0's huber: 29.0322
[89] valid_0's poisson: -88.1039 valid_0's huber: 29.0236
[90] valid_0's poisson: -88.1142 valid_0's huber: 29.015
[91] valid_0's poisson: -88.1244 valid_0's huber: 29.0064
[92] valid_0's poisson: -88.1347 valid_0's huber: 28.9979
[93] valid_0's poisson: -88.1449 valid_0's huber: 28.9893
[94] valid_0's poisson: -88.1551 valid_0's huber: 28.9807
[95] valid_0's poisson: -88.1653 valid_0's huber: 28.9722
[96] valid_0's poisson: -88.1756 valid_0's huber: 28.9636
[97] valid_0's poisson: -88.1858 valid_0's huber: 28.955
[98] valid_0's poisson: -88.196 valid_0's huber: 28.9465
[99] valid_0's poisson: -88.2062 valid_0's huber: 28.9379
[100] valid_0's poisson: -88.2164 valid_0's huber: 28.9294
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1739 valid_0's huber: 29.8766
[2] valid_0's poisson: -87.1841 valid_0's huber: 29.8679
[3] valid_0's poisson: -87.1944 valid_0's huber: 29.8592
[4] valid_0's poisson: -87.2046 valid_0's huber: 29.8506
[5] valid_0's poisson: -87.2152 valid_0's huber: 29.8419
[6] valid_0's poisson: -87.2254 valid_0's huber: 29.8332
[7] valid_0's poisson: -87.2359 valid_0's huber: 29.8245
[8] valid_0's poisson: -87.2461 valid_0's huber: 29.8159
[9] valid_0's poisson: -87.2567 valid_0's huber: 29.8072
[10] valid_0's poisson: -87.2669 valid_0's huber: 29.7985
[11] valid_0's poisson: -87.2771 valid_0's huber: 29.7899
[12] valid_0's poisson: -87.2876 valid_0's huber: 29.7812
[13] valid_0's poisson: -87.2978 valid_0's huber: 29.7725
[14] valid_0's poisson: -87.3083 valid_0's huber: 29.7639
[15] valid_0's poisson: -87.3185 valid_0's huber: 29.7552
[16] valid_0's poisson: -87.3287 valid_0's huber: 29.7466
[17] valid_0's poisson: -87.3392 valid_0's huber: 29.7379
[18] valid_0's poisson: -87.3494 valid_0's huber: 29.7292
[19] valid_0's poisson: -87.3599 valid_0's huber: 29.7206
[20] valid_0's poisson: -87.3701 valid_0's huber: 29.7119
[21] valid_0's poisson: -87.3805 valid_0's huber: 29.7033
[22] valid_0's poisson: -87.3907 valid_0's huber: 29.6946
[23] valid_0's poisson: -87.4009 valid_0's huber: 29.686
[24] valid_0's poisson: -87.4113 valid_0's huber: 29.6773
[25] valid_0's poisson: -87.4215 valid_0's huber: 29.6687
[26] valid_0's poisson: -87.432 valid_0's huber: 29.66
[27] valid_0's poisson: -87.4421 valid_0's huber: 29.6514
[28] valid_0's poisson: -87.4526 valid_0's huber: 29.6428
[29] valid_0's poisson: -87.4627 valid_0's huber: 29.6341
[30] valid_0's poisson: -87.4728 valid_0's huber: 29.6255
[31] valid_0's poisson: -87.4833 valid_0's huber: 29.6169
[32] valid_0's poisson: -87.4934 valid_0's huber: 29.6082
[33] valid_0's poisson: -87.5038 valid_0's huber: 29.5996
[34] valid_0's poisson: -87.5142 valid_0's huber: 29.591
[35] valid_0's poisson: -87.5246 valid_0's huber: 29.5824
[36] valid_0's poisson: -87.535 valid_0's huber: 29.5738
[37] valid_0's poisson: -87.5453 valid_0's huber: 29.5653
[38] valid_0's poisson: -87.5557 valid_0's huber: 29.5566
[39] valid_0's poisson: -87.5661 valid_0's huber: 29.5481
[40] valid_0's poisson: -87.5764 valid_0's huber: 29.5395
[41] valid_0's poisson: -87.5868 valid_0's huber: 29.5309
[42] valid_0's poisson: -87.5972 valid_0's huber: 29.5223
[43] valid_0's poisson: -87.6076 valid_0's huber: 29.5137
[44] valid_0's poisson: -87.6179 valid_0's huber: 29.5052
[45] valid_0's poisson: -87.6282 valid_0's huber: 29.4966
[46] valid_0's poisson: -87.6386 valid_0's huber: 29.488
[47] valid_0's poisson: -87.6489 valid_0's huber: 29.4794
[48] valid_0's poisson: -87.6593 valid_0's huber: 29.4708
[49] valid_0's poisson: -87.6696 valid_0's huber: 29.4623
[50] valid_0's poisson: -87.6799 valid_0's huber: 29.4537
[51] valid_0's poisson: -87.6903 valid_0's huber: 29.4451
[52] valid_0's poisson: -87.7006 valid_0's huber: 29.4365
[53] valid_0's poisson: -87.711 valid_0's huber: 29.4279
[54] valid_0's poisson: -87.7213 valid_0's huber: 29.4194
[55] valid_0's poisson: -87.7316 valid_0's huber: 29.4108
[56] valid_0's poisson: -87.7419 valid_0's huber: 29.4022
[57] valid_0's poisson: -87.7522 valid_0's huber: 29.3937
[58] valid_0's poisson: -87.7626 valid_0's huber: 29.3851
[59] valid_0's poisson: -87.7728 valid_0's huber: 29.3765
[60] valid_0's poisson: -87.7831 valid_0's huber: 29.368
[61] valid_0's poisson: -87.7935 valid_0's huber: 29.3594
[62] valid_0's poisson: -87.8037 valid_0's huber: 29.3509
[63] valid_0's poisson: -87.8141 valid_0's huber: 29.3422
[64] valid_0's poisson: -87.8243 valid_0's huber: 29.3337
[65] valid_0's poisson: -87.8346 valid_0's huber: 29.3251
[66] valid_0's poisson: -87.8449 valid_0's huber: 29.3166
[67] valid_0's poisson: -87.8552 valid_0's huber: 29.308
[68] valid_0's poisson: -87.8654 valid_0's huber: 29.2995
[69] valid_0's poisson: -87.8757 valid_0's huber: 29.291
[70] valid_0's poisson: -87.886 valid_0's huber: 29.2824
[71] valid_0's poisson: -87.8962 valid_0's huber: 29.2739
[72] valid_0's poisson: -87.9065 valid_0's huber: 29.2653
[73] valid_0's poisson: -87.9167 valid_0's huber: 29.2568
[74] valid_0's poisson: -87.927 valid_0's huber: 29.2482
[75] valid_0's poisson: -87.9372 valid_0's huber: 29.2397
[76] valid_0's poisson: -87.9475 valid_0's huber: 29.2311
[77] valid_0's poisson: -87.9577 valid_0's huber: 29.2226
[78] valid_0's poisson: -87.9679 valid_0's huber: 29.2142
[79] valid_0's poisson: -87.9781 valid_0's huber: 29.2056
[80] valid_0's poisson: -87.9883 valid_0's huber: 29.1971
[81] valid_0's poisson: -87.9985 valid_0's huber: 29.1886
[82] valid_0's poisson: -88.0087 valid_0's huber: 29.1801
[83] valid_0's poisson: -88.0188 valid_0's huber: 29.1716
[84] valid_0's poisson: -88.0291 valid_0's huber: 29.163
[85] valid_0's poisson: -88.0393 valid_0's huber: 29.1545
[86] valid_0's poisson: -88.0494 valid_0's huber: 29.146
[87] valid_0's poisson: -88.0596 valid_0's huber: 29.1375
[88] valid_0's poisson: -88.0698 valid_0's huber: 29.129
[89] valid_0's poisson: -88.0799 valid_0's huber: 29.1205
[90] valid_0's poisson: -88.0901 valid_0's huber: 29.1119
[91] valid_0's poisson: -88.1003 valid_0's huber: 29.1034
[92] valid_0's poisson: -88.1104 valid_0's huber: 29.095
[93] valid_0's poisson: -88.1206 valid_0's huber: 29.0864
[94] valid_0's poisson: -88.1308 valid_0's huber: 29.0779
[95] valid_0's poisson: -88.1409 valid_0's huber: 29.0695
[96] valid_0's poisson: -88.151 valid_0's huber: 29.061
[97] valid_0's poisson: -88.1612 valid_0's huber: 29.0524
[98] valid_0's poisson: -88.1713 valid_0's huber: 29.044
[99] valid_0's poisson: -88.1814 valid_0's huber: 29.0355
[100] valid_0's poisson: -88.1916 valid_0's huber: 29.0269
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1758 valid_0's huber: 29.8099
[2] valid_0's poisson: -87.1779 valid_0's huber: 29.8081
[3] valid_0's poisson: -87.1799 valid_0's huber: 29.8062
[4] valid_0's poisson: -87.182 valid_0's huber: 29.8044
[5] valid_0's poisson: -87.1841 valid_0's huber: 29.8025
[6] valid_0's poisson: -87.1862 valid_0's huber: 29.8007
[7] valid_0's poisson: -87.1883 valid_0's huber: 29.7989
[8] valid_0's poisson: -87.1903 valid_0's huber: 29.797
[9] valid_0's poisson: -87.1924 valid_0's huber: 29.7952
[10] valid_0's poisson: -87.1945 valid_0's huber: 29.7933
[11] valid_0's poisson: -87.1966 valid_0's huber: 29.7915
[12] valid_0's poisson: -87.1987 valid_0's huber: 29.7897
[13] valid_0's poisson: -87.2007 valid_0's huber: 29.7878
[14] valid_0's poisson: -87.2028 valid_0's huber: 29.786
[15] valid_0's poisson: -87.2049 valid_0's huber: 29.7842
[16] valid_0's poisson: -87.207 valid_0's huber: 29.7823
[17] valid_0's poisson: -87.209 valid_0's huber: 29.7805
[18] valid_0's poisson: -87.2111 valid_0's huber: 29.7786
[19] valid_0's poisson: -87.2132 valid_0's huber: 29.7768
[20] valid_0's poisson: -87.2153 valid_0's huber: 29.775
[21] valid_0's poisson: -87.2174 valid_0's huber: 29.7731
[22] valid_0's poisson: -87.2194 valid_0's huber: 29.7713
[23] valid_0's poisson: -87.2215 valid_0's huber: 29.7695
[24] valid_0's poisson: -87.2236 valid_0's huber: 29.7676
[25] valid_0's poisson: -87.2257 valid_0's huber: 29.7658
[26] valid_0's poisson: -87.2277 valid_0's huber: 29.7639
[27] valid_0's poisson: -87.2298 valid_0's huber: 29.7621
[28] valid_0's poisson: -87.2319 valid_0's huber: 29.7603
[29] valid_0's poisson: -87.234 valid_0's huber: 29.7584
[30] valid_0's poisson: -87.236 valid_0's huber: 29.7566
[31] valid_0's poisson: -87.2381 valid_0's huber: 29.7548
[32] valid_0's poisson: -87.2402 valid_0's huber: 29.7529
[33] valid_0's poisson: -87.2423 valid_0's huber: 29.7511
[34] valid_0's poisson: -87.2443 valid_0's huber: 29.7493
[35] valid_0's poisson: -87.2464 valid_0's huber: 29.7474
[36] valid_0's poisson: -87.2485 valid_0's huber: 29.7456
[37] valid_0's poisson: -87.2506 valid_0's huber: 29.7437
[38] valid_0's poisson: -87.2526 valid_0's huber: 29.7419
[39] valid_0's poisson: -87.2547 valid_0's huber: 29.7401
[40] valid_0's poisson: -87.2568 valid_0's huber: 29.7382
[41] valid_0's poisson: -87.2589 valid_0's huber: 29.7364
[42] valid_0's poisson: -87.2609 valid_0's huber: 29.7346
[43] valid_0's poisson: -87.263 valid_0's huber: 29.7327
[44] valid_0's poisson: -87.2651 valid_0's huber: 29.7309
[45] valid_0's poisson: -87.2671 valid_0's huber: 29.7291
[46] valid_0's poisson: -87.2692 valid_0's huber: 29.7272
[47] valid_0's poisson: -87.2713 valid_0's huber: 29.7254
[48] valid_0's poisson: -87.2734 valid_0's huber: 29.7236
[49] valid_0's poisson: -87.2754 valid_0's huber: 29.7217
[50] valid_0's poisson: -87.2775 valid_0's huber: 29.7199
[51] valid_0's poisson: -87.2796 valid_0's huber: 29.7181
[52] valid_0's poisson: -87.2816 valid_0's huber: 29.7162
[53] valid_0's poisson: -87.2837 valid_0's huber: 29.7144
[54] valid_0's poisson: -87.2858 valid_0's huber: 29.7126
[55] valid_0's poisson: -87.2879 valid_0's huber: 29.7107
[56] valid_0's poisson: -87.2899 valid_0's huber: 29.7089
[57] valid_0's poisson: -87.292 valid_0's huber: 29.7071
[58] valid_0's poisson: -87.2941 valid_0's huber: 29.7052
[59] valid_0's poisson: -87.2961 valid_0's huber: 29.7034
[60] valid_0's poisson: -87.2982 valid_0's huber: 29.7016
[61] valid_0's poisson: -87.3003 valid_0's huber: 29.6997
[62] valid_0's poisson: -87.3024 valid_0's huber: 29.6979
[63] valid_0's poisson: -87.3044 valid_0's huber: 29.6961
[64] valid_0's poisson: -87.3065 valid_0's huber: 29.6942
[65] valid_0's poisson: -87.3086 valid_0's huber: 29.6924
[66] valid_0's poisson: -87.3107 valid_0's huber: 29.6906
[67] valid_0's poisson: -87.3128 valid_0's huber: 29.6887
[68] valid_0's poisson: -87.3149 valid_0's huber: 29.6869
[69] valid_0's poisson: -87.3169 valid_0's huber: 29.6851
[70] valid_0's poisson: -87.319 valid_0's huber: 29.6832
[71] valid_0's poisson: -87.3211 valid_0's huber: 29.6814
[72] valid_0's poisson: -87.3232 valid_0's huber: 29.6796
[73] valid_0's poisson: -87.3253 valid_0's huber: 29.6777
[74] valid_0's poisson: -87.3274 valid_0's huber: 29.6759
[75] valid_0's poisson: -87.3294 valid_0's huber: 29.6741
[76] valid_0's poisson: -87.3315 valid_0's huber: 29.6723
[77] valid_0's poisson: -87.3336 valid_0's huber: 29.6704
[78] valid_0's poisson: -87.3357 valid_0's huber: 29.6686
[79] valid_0's poisson: -87.3378 valid_0's huber: 29.6668
[80] valid_0's poisson: -87.3398 valid_0's huber: 29.6649
[81] valid_0's poisson: -87.3419 valid_0's huber: 29.6631
[82] valid_0's poisson: -87.344 valid_0's huber: 29.6613
[83] valid_0's poisson: -87.3461 valid_0's huber: 29.6594
[84] valid_0's poisson: -87.3482 valid_0's huber: 29.6576
[85] valid_0's poisson: -87.3502 valid_0's huber: 29.6558
[86] valid_0's poisson: -87.3523 valid_0's huber: 29.654
[87] valid_0's poisson: -87.3544 valid_0's huber: 29.6521
[88] valid_0's poisson: -87.3565 valid_0's huber: 29.6503
[89] valid_0's poisson: -87.3585 valid_0's huber: 29.6485
[90] valid_0's poisson: -87.3606 valid_0's huber: 29.6466
[91] valid_0's poisson: -87.3627 valid_0's huber: 29.6448
[92] valid_0's poisson: -87.3648 valid_0's huber: 29.643
[93] valid_0's poisson: -87.3669 valid_0's huber: 29.6412
[94] valid_0's poisson: -87.3689 valid_0's huber: 29.6393
[95] valid_0's poisson: -87.371 valid_0's huber: 29.6375
[96] valid_0's poisson: -87.3731 valid_0's huber: 29.6357
[97] valid_0's poisson: -87.3752 valid_0's huber: 29.6338
[98] valid_0's poisson: -87.3773 valid_0's huber: 29.632
[99] valid_0's poisson: -87.3793 valid_0's huber: 29.6302
[100] valid_0's poisson: -87.3814 valid_0's huber: 29.6284
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1761 valid_0's huber: 29.8078
[2] valid_0's poisson: -87.1782 valid_0's huber: 29.8059
[3] valid_0's poisson: -87.1803 valid_0's huber: 29.8041
[4] valid_0's poisson: -87.1825 valid_0's huber: 29.8022
[5] valid_0's poisson: -87.1846 valid_0's huber: 29.8004
[6] valid_0's poisson: -87.1867 valid_0's huber: 29.7985
[7] valid_0's poisson: -87.1888 valid_0's huber: 29.7966
[8] valid_0's poisson: -87.191 valid_0's huber: 29.7948
[9] valid_0's poisson: -87.1931 valid_0's huber: 29.7929
[10] valid_0's poisson: -87.1952 valid_0's huber: 29.791
[11] valid_0's poisson: -87.1973 valid_0's huber: 29.7892
[12] valid_0's poisson: -87.1994 valid_0's huber: 29.7873
[13] valid_0's poisson: -87.2016 valid_0's huber: 29.7854
[14] valid_0's poisson: -87.2037 valid_0's huber: 29.7836
[15] valid_0's poisson: -87.2058 valid_0's huber: 29.7817
[16] valid_0's poisson: -87.2079 valid_0's huber: 29.7798
[17] valid_0's poisson: -87.21 valid_0's huber: 29.778
[18] valid_0's poisson: -87.2122 valid_0's huber: 29.7761
[19] valid_0's poisson: -87.2143 valid_0's huber: 29.7742
[20] valid_0's poisson: -87.2164 valid_0's huber: 29.7724
[21] valid_0's poisson: -87.2185 valid_0's huber: 29.7705
[22] valid_0's poisson: -87.2206 valid_0's huber: 29.7686
[23] valid_0's poisson: -87.2228 valid_0's huber: 29.7668
[24] valid_0's poisson: -87.2249 valid_0's huber: 29.7649
[25] valid_0's poisson: -87.227 valid_0's huber: 29.7631
[26] valid_0's poisson: -87.2291 valid_0's huber: 29.7612
[27] valid_0's poisson: -87.2312 valid_0's huber: 29.7593
[28] valid_0's poisson: -87.2334 valid_0's huber: 29.7575
[29] valid_0's poisson: -87.2355 valid_0's huber: 29.7556
[30] valid_0's poisson: -87.2376 valid_0's huber: 29.7537
[31] valid_0's poisson: -87.2397 valid_0's huber: 29.7519
[32] valid_0's poisson: -87.2418 valid_0's huber: 29.75
[33] valid_0's poisson: -87.244 valid_0's huber: 29.7481
[34] valid_0's poisson: -87.2461 valid_0's huber: 29.7463
[35] valid_0's poisson: -87.2482 valid_0's huber: 29.7444
[36] valid_0's poisson: -87.2503 valid_0's huber: 29.7425
[37] valid_0's poisson: -87.2524 valid_0's huber: 29.7407
[38] valid_0's poisson: -87.2545 valid_0's huber: 29.7388
[39] valid_0's poisson: -87.2567 valid_0's huber: 29.737
[40] valid_0's poisson: -87.2588 valid_0's huber: 29.7351
[41] valid_0's poisson: -87.2609 valid_0's huber: 29.7332
[42] valid_0's poisson: -87.263 valid_0's huber: 29.7314
[43] valid_0's poisson: -87.2651 valid_0's huber: 29.7295
[44] valid_0's poisson: -87.2672 valid_0's huber: 29.7276
[45] valid_0's poisson: -87.2693 valid_0's huber: 29.7258
[46] valid_0's poisson: -87.2715 valid_0's huber: 29.7239
[47] valid_0's poisson: -87.2736 valid_0's huber: 29.7221
[48] valid_0's poisson: -87.2757 valid_0's huber: 29.7202
[49] valid_0's poisson: -87.2778 valid_0's huber: 29.7183
[50] valid_0's poisson: -87.2799 valid_0's huber: 29.7165
[51] valid_0's poisson: -87.282 valid_0's huber: 29.7146
[52] valid_0's poisson: -87.2841 valid_0's huber: 29.7127
[53] valid_0's poisson: -87.2863 valid_0's huber: 29.7109
[54] valid_0's poisson: -87.2884 valid_0's huber: 29.709
[55] valid_0's poisson: -87.2905 valid_0's huber: 29.7072
[56] valid_0's poisson: -87.2926 valid_0's huber: 29.7053
[57] valid_0's poisson: -87.2947 valid_0's huber: 29.7034
[58] valid_0's poisson: -87.2968 valid_0's huber: 29.7016
[59] valid_0's poisson: -87.2989 valid_0's huber: 29.6997
[60] valid_0's poisson: -87.3011 valid_0's huber: 29.6978
[61] valid_0's poisson: -87.3032 valid_0's huber: 29.696
[62] valid_0's poisson: -87.3053 valid_0's huber: 29.6941
[63] valid_0's poisson: -87.3074 valid_0's huber: 29.6923
[64] valid_0's poisson: -87.3095 valid_0's huber: 29.6904
[65] valid_0's poisson: -87.3116 valid_0's huber: 29.6885
[66] valid_0's poisson: -87.3137 valid_0's huber: 29.6867
[67] valid_0's poisson: -87.3158 valid_0's huber: 29.6848
[68] valid_0's poisson: -87.3179 valid_0's huber: 29.683
[69] valid_0's poisson: -87.3201 valid_0's huber: 29.6811
[70] valid_0's poisson: -87.3222 valid_0's huber: 29.6792
[71] valid_0's poisson: -87.3243 valid_0's huber: 29.6774
[72] valid_0's poisson: -87.3264 valid_0's huber: 29.6755
[73] valid_0's poisson: -87.3285 valid_0's huber: 29.6737
[74] valid_0's poisson: -87.3306 valid_0's huber: 29.6718
[75] valid_0's poisson: -87.3327 valid_0's huber: 29.6699
[76] valid_0's poisson: -87.3348 valid_0's huber: 29.6681
[77] valid_0's poisson: -87.3369 valid_0's huber: 29.6662
[78] valid_0's poisson: -87.339 valid_0's huber: 29.6644
[79] valid_0's poisson: -87.3411 valid_0's huber: 29.6625
[80] valid_0's poisson: -87.3433 valid_0's huber: 29.6606
[81] valid_0's poisson: -87.3454 valid_0's huber: 29.6588
[82] valid_0's poisson: -87.3475 valid_0's huber: 29.6569
[83] valid_0's poisson: -87.3496 valid_0's huber: 29.6551
[84] valid_0's poisson: -87.3517 valid_0's huber: 29.6532
[85] valid_0's poisson: -87.3538 valid_0's huber: 29.6514
[86] valid_0's poisson: -87.3559 valid_0's huber: 29.6495
[87] valid_0's poisson: -87.358 valid_0's huber: 29.6476
[88] valid_0's poisson: -87.3601 valid_0's huber: 29.6458
[89] valid_0's poisson: -87.3622 valid_0's huber: 29.6439
[90] valid_0's poisson: -87.3643 valid_0's huber: 29.6421
[91] valid_0's poisson: -87.3664 valid_0's huber: 29.6402
[92] valid_0's poisson: -87.3685 valid_0's huber: 29.6383
[93] valid_0's poisson: -87.3706 valid_0's huber: 29.6365
[94] valid_0's poisson: -87.3727 valid_0's huber: 29.6346
[95] valid_0's poisson: -87.3748 valid_0's huber: 29.6328
[96] valid_0's poisson: -87.3769 valid_0's huber: 29.6309
[97] valid_0's poisson: -87.3791 valid_0's huber: 29.6291
[98] valid_0's poisson: -87.3812 valid_0's huber: 29.6272
[99] valid_0's poisson: -87.3833 valid_0's huber: 29.6253
[100] valid_0's poisson: -87.3854 valid_0's huber: 29.6235
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1717 valid_0's huber: 29.841
[2] valid_0's poisson: -87.1738 valid_0's huber: 29.8392
[3] valid_0's poisson: -87.1759 valid_0's huber: 29.8373
[4] valid_0's poisson: -87.178 valid_0's huber: 29.8355
[5] valid_0's poisson: -87.1801 valid_0's huber: 29.8336
[6] valid_0's poisson: -87.1821 valid_0's huber: 29.8318
[7] valid_0's poisson: -87.1842 valid_0's huber: 29.8299
[8] valid_0's poisson: -87.1863 valid_0's huber: 29.828
[9] valid_0's poisson: -87.1884 valid_0's huber: 29.8262
[10] valid_0's poisson: -87.1905 valid_0's huber: 29.8243
[11] valid_0's poisson: -87.1926 valid_0's huber: 29.8225
[12] valid_0's poisson: -87.1947 valid_0's huber: 29.8206
[13] valid_0's poisson: -87.1968 valid_0's huber: 29.8188
[14] valid_0's poisson: -87.1989 valid_0's huber: 29.8169
[15] valid_0's poisson: -87.201 valid_0's huber: 29.8151
[16] valid_0's poisson: -87.2031 valid_0's huber: 29.8132
[17] valid_0's poisson: -87.2052 valid_0's huber: 29.8114
[18] valid_0's poisson: -87.2073 valid_0's huber: 29.8095
[19] valid_0's poisson: -87.2093 valid_0's huber: 29.8077
[20] valid_0's poisson: -87.2114 valid_0's huber: 29.8058
[21] valid_0's poisson: -87.2135 valid_0's huber: 29.804
[22] valid_0's poisson: -87.2156 valid_0's huber: 29.8021
[23] valid_0's poisson: -87.2177 valid_0's huber: 29.8003
[24] valid_0's poisson: -87.2198 valid_0's huber: 29.7984
[25] valid_0's poisson: -87.2219 valid_0's huber: 29.7966
[26] valid_0's poisson: -87.224 valid_0's huber: 29.7947
[27] valid_0's poisson: -87.2261 valid_0's huber: 29.7929
[28] valid_0's poisson: -87.2282 valid_0's huber: 29.791
[29] valid_0's poisson: -87.2303 valid_0's huber: 29.7892
[30] valid_0's poisson: -87.2323 valid_0's huber: 29.7873
[31] valid_0's poisson: -87.2344 valid_0's huber: 29.7855
[32] valid_0's poisson: -87.2365 valid_0's huber: 29.7836
[33] valid_0's poisson: -87.2386 valid_0's huber: 29.7818
[34] valid_0's poisson: -87.2407 valid_0's huber: 29.78
[35] valid_0's poisson: -87.2428 valid_0's huber: 29.7781
[36] valid_0's poisson: -87.2449 valid_0's huber: 29.7763
[37] valid_0's poisson: -87.247 valid_0's huber: 29.7744
[38] valid_0's poisson: -87.2491 valid_0's huber: 29.7726
[39] valid_0's poisson: -87.2511 valid_0's huber: 29.7707
[40] valid_0's poisson: -87.2532 valid_0's huber: 29.7689
[41] valid_0's poisson: -87.2553 valid_0's huber: 29.767
[42] valid_0's poisson: -87.2574 valid_0's huber: 29.7652
[43] valid_0's poisson: -87.2595 valid_0's huber: 29.7633
[44] valid_0's poisson: -87.2616 valid_0's huber: 29.7615
[45] valid_0's poisson: -87.2637 valid_0's huber: 29.7596
[46] valid_0's poisson: -87.2657 valid_0's huber: 29.7578
[47] valid_0's poisson: -87.2678 valid_0's huber: 29.7559
[48] valid_0's poisson: -87.2699 valid_0's huber: 29.7541
[49] valid_0's poisson: -87.272 valid_0's huber: 29.7522
[50] valid_0's poisson: -87.2741 valid_0's huber: 29.7504
[51] valid_0's poisson: -87.2762 valid_0's huber: 29.7485
[52] valid_0's poisson: -87.2783 valid_0's huber: 29.7467
[53] valid_0's poisson: -87.2803 valid_0's huber: 29.7448
[54] valid_0's poisson: -87.2824 valid_0's huber: 29.743
[55] valid_0's poisson: -87.2845 valid_0's huber: 29.7411
[56] valid_0's poisson: -87.2866 valid_0's huber: 29.7393
[57] valid_0's poisson: -87.2887 valid_0's huber: 29.7375
[58] valid_0's poisson: -87.2908 valid_0's huber: 29.7356
[59] valid_0's poisson: -87.2929 valid_0's huber: 29.7338
[60] valid_0's poisson: -87.2949 valid_0's huber: 29.7319
[61] valid_0's poisson: -87.297 valid_0's huber: 29.7301
[62] valid_0's poisson: -87.2991 valid_0's huber: 29.7282
[63] valid_0's poisson: -87.3012 valid_0's huber: 29.7264
[64] valid_0's poisson: -87.3033 valid_0's huber: 29.7245
[65] valid_0's poisson: -87.3054 valid_0's huber: 29.7227
[66] valid_0's poisson: -87.3074 valid_0's huber: 29.7208
[67] valid_0's poisson: -87.3095 valid_0's huber: 29.719
[68] valid_0's poisson: -87.3116 valid_0's huber: 29.7171
[69] valid_0's poisson: -87.3137 valid_0's huber: 29.7153
[70] valid_0's poisson: -87.3158 valid_0's huber: 29.7135
[71] valid_0's poisson: -87.3178 valid_0's huber: 29.7116
[72] valid_0's poisson: -87.3199 valid_0's huber: 29.7098
[73] valid_0's poisson: -87.322 valid_0's huber: 29.7079
[74] valid_0's poisson: -87.3241 valid_0's huber: 29.7061
[75] valid_0's poisson: -87.3262 valid_0's huber: 29.7042
[76] valid_0's poisson: -87.3282 valid_0's huber: 29.7024
[77] valid_0's poisson: -87.3303 valid_0's huber: 29.7005
[78] valid_0's poisson: -87.3324 valid_0's huber: 29.6987
[79] valid_0's poisson: -87.3345 valid_0's huber: 29.6969
[80] valid_0's poisson: -87.3366 valid_0's huber: 29.695
[81] valid_0's poisson: -87.3386 valid_0's huber: 29.6932
[82] valid_0's poisson: -87.3407 valid_0's huber: 29.6913
[83] valid_0's poisson: -87.3428 valid_0's huber: 29.6895
[84] valid_0's poisson: -87.3449 valid_0's huber: 29.6876
[85] valid_0's poisson: -87.347 valid_0's huber: 29.6858
[86] valid_0's poisson: -87.349 valid_0's huber: 29.684
[87] valid_0's poisson: -87.3511 valid_0's huber: 29.6821
[88] valid_0's poisson: -87.3532 valid_0's huber: 29.6803
[89] valid_0's poisson: -87.3553 valid_0's huber: 29.6784
[90] valid_0's poisson: -87.3573 valid_0's huber: 29.6766
[91] valid_0's poisson: -87.3594 valid_0's huber: 29.6747
[92] valid_0's poisson: -87.3615 valid_0's huber: 29.6729
[93] valid_0's poisson: -87.3636 valid_0's huber: 29.6711
[94] valid_0's poisson: -87.3657 valid_0's huber: 29.6692
[95] valid_0's poisson: -87.3677 valid_0's huber: 29.6674
[96] valid_0's poisson: -87.3698 valid_0's huber: 29.6655
[97] valid_0's poisson: -87.3719 valid_0's huber: 29.6637
[98] valid_0's poisson: -87.374 valid_0's huber: 29.6618
[99] valid_0's poisson: -87.376 valid_0's huber: 29.66
[100] valid_0's poisson: -87.3781 valid_0's huber: 29.6582
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1781 valid_0's huber: 29.7918
[2] valid_0's poisson: -87.1802 valid_0's huber: 29.7899
[3] valid_0's poisson: -87.1823 valid_0's huber: 29.7881
[4] valid_0's poisson: -87.1844 valid_0's huber: 29.7862
[5] valid_0's poisson: -87.1865 valid_0's huber: 29.7844
[6] valid_0's poisson: -87.1885 valid_0's huber: 29.7825
[7] valid_0's poisson: -87.1906 valid_0's huber: 29.7807
[8] valid_0's poisson: -87.1927 valid_0's huber: 29.7789
[9] valid_0's poisson: -87.1948 valid_0's huber: 29.777
[10] valid_0's poisson: -87.1969 valid_0's huber: 29.7752
[11] valid_0's poisson: -87.199 valid_0's huber: 29.7733
[12] valid_0's poisson: -87.2011 valid_0's huber: 29.7715
[13] valid_0's poisson: -87.2032 valid_0's huber: 29.7697
[14] valid_0's poisson: -87.2053 valid_0's huber: 29.7678
[15] valid_0's poisson: -87.2073 valid_0's huber: 29.766
[16] valid_0's poisson: -87.2094 valid_0's huber: 29.7641
[17] valid_0's poisson: -87.2115 valid_0's huber: 29.7623
[18] valid_0's poisson: -87.2136 valid_0's huber: 29.7605
[19] valid_0's poisson: -87.2157 valid_0's huber: 29.7586
[20] valid_0's poisson: -87.2178 valid_0's huber: 29.7568
[21] valid_0's poisson: -87.2199 valid_0's huber: 29.7549
[22] valid_0's poisson: -87.2219 valid_0's huber: 29.7531
[23] valid_0's poisson: -87.224 valid_0's huber: 29.7513
[24] valid_0's poisson: -87.2261 valid_0's huber: 29.7494
[25] valid_0's poisson: -87.2282 valid_0's huber: 29.7476
[26] valid_0's poisson: -87.2303 valid_0's huber: 29.7457
[27] valid_0's poisson: -87.2324 valid_0's huber: 29.7439
[28] valid_0's poisson: -87.2344 valid_0's huber: 29.7421
[29] valid_0's poisson: -87.2365 valid_0's huber: 29.7402
[30] valid_0's poisson: -87.2386 valid_0's huber: 29.7384
[31] valid_0's poisson: -87.2407 valid_0's huber: 29.7365
[32] valid_0's poisson: -87.2428 valid_0's huber: 29.7347
[33] valid_0's poisson: -87.2449 valid_0's huber: 29.7329
[34] valid_0's poisson: -87.247 valid_0's huber: 29.731
[35] valid_0's poisson: -87.249 valid_0's huber: 29.7292
[36] valid_0's poisson: -87.2511 valid_0's huber: 29.7273
[37] valid_0's poisson: -87.2532 valid_0's huber: 29.7255
[38] valid_0's poisson: -87.2553 valid_0's huber: 29.7237
[39] valid_0's poisson: -87.2574 valid_0's huber: 29.7218
[40] valid_0's poisson: -87.2594 valid_0's huber: 29.72
[41] valid_0's poisson: -87.2615 valid_0's huber: 29.7182
[42] valid_0's poisson: -87.2636 valid_0's huber: 29.7163
[43] valid_0's poisson: -87.2657 valid_0's huber: 29.7145
[44] valid_0's poisson: -87.2678 valid_0's huber: 29.7126
[45] valid_0's poisson: -87.2699 valid_0's huber: 29.7108
[46] valid_0's poisson: -87.2719 valid_0's huber: 29.709
[47] valid_0's poisson: -87.274 valid_0's huber: 29.7071
[48] valid_0's poisson: -87.2761 valid_0's huber: 29.7053
[49] valid_0's poisson: -87.2782 valid_0's huber: 29.7034
[50] valid_0's poisson: -87.2803 valid_0's huber: 29.7016
[51] valid_0's poisson: -87.2823 valid_0's huber: 29.6998
[52] valid_0's poisson: -87.2844 valid_0's huber: 29.6979
[53] valid_0's poisson: -87.2865 valid_0's huber: 29.6961
[54] valid_0's poisson: -87.2886 valid_0's huber: 29.6943
[55] valid_0's poisson: -87.2907 valid_0's huber: 29.6924
[56] valid_0's poisson: -87.2927 valid_0's huber: 29.6906
[57] valid_0's poisson: -87.2948 valid_0's huber: 29.6888
[58] valid_0's poisson: -87.2969 valid_0's huber: 29.6869
[59] valid_0's poisson: -87.299 valid_0's huber: 29.6851
[60] valid_0's poisson: -87.3011 valid_0's huber: 29.6832
[61] valid_0's poisson: -87.3031 valid_0's huber: 29.6814
[62] valid_0's poisson: -87.3052 valid_0's huber: 29.6796
[63] valid_0's poisson: -87.3073 valid_0's huber: 29.6777
[64] valid_0's poisson: -87.3094 valid_0's huber: 29.6759
[65] valid_0's poisson: -87.3114 valid_0's huber: 29.6741
[66] valid_0's poisson: -87.3135 valid_0's huber: 29.6722
[67] valid_0's poisson: -87.3156 valid_0's huber: 29.6704
[68] valid_0's poisson: -87.3177 valid_0's huber: 29.6686
[69] valid_0's poisson: -87.3198 valid_0's huber: 29.6667
[70] valid_0's poisson: -87.3218 valid_0's huber: 29.6649
[71] valid_0's poisson: -87.3239 valid_0's huber: 29.6631
[72] valid_0's poisson: -87.326 valid_0's huber: 29.6612
[73] valid_0's poisson: -87.3281 valid_0's huber: 29.6594
[74] valid_0's poisson: -87.3301 valid_0's huber: 29.6575
[75] valid_0's poisson: -87.3322 valid_0's huber: 29.6557
[76] valid_0's poisson: -87.3343 valid_0's huber: 29.6539
[77] valid_0's poisson: -87.3364 valid_0's huber: 29.652
[78] valid_0's poisson: -87.3384 valid_0's huber: 29.6502
[79] valid_0's poisson: -87.3405 valid_0's huber: 29.6484
[80] valid_0's poisson: -87.3426 valid_0's huber: 29.6465
[81] valid_0's poisson: -87.3447 valid_0's huber: 29.6447
[82] valid_0's poisson: -87.3467 valid_0's huber: 29.6429
[83] valid_0's poisson: -87.3488 valid_0's huber: 29.641
[84] valid_0's poisson: -87.3509 valid_0's huber: 29.6392
[85] valid_0's poisson: -87.353 valid_0's huber: 29.6374
[86] valid_0's poisson: -87.355 valid_0's huber: 29.6355
[87] valid_0's poisson: -87.3571 valid_0's huber: 29.6337
[88] valid_0's poisson: -87.3592 valid_0's huber: 29.6319
[89] valid_0's poisson: -87.3613 valid_0's huber: 29.63
[90] valid_0's poisson: -87.3633 valid_0's huber: 29.6282
[91] valid_0's poisson: -87.3654 valid_0's huber: 29.6264
[92] valid_0's poisson: -87.3675 valid_0's huber: 29.6245
[93] valid_0's poisson: -87.3695 valid_0's huber: 29.6227
[94] valid_0's poisson: -87.3716 valid_0's huber: 29.6209
[95] valid_0's poisson: -87.3737 valid_0's huber: 29.619
[96] valid_0's poisson: -87.3758 valid_0's huber: 29.6172
[97] valid_0's poisson: -87.3778 valid_0's huber: 29.6154
[98] valid_0's poisson: -87.3799 valid_0's huber: 29.6135
[99] valid_0's poisson: -87.382 valid_0's huber: 29.6117
[100] valid_0's poisson: -87.384 valid_0's huber: 29.6099
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.1657 valid_0's huber: 29.8834
[2] valid_0's poisson: -87.1678 valid_0's huber: 29.8816
[3] valid_0's poisson: -87.17 valid_0's huber: 29.8797
[4] valid_0's poisson: -87.1721 valid_0's huber: 29.8779
[5] valid_0's poisson: -87.1742 valid_0's huber: 29.876
[6] valid_0's poisson: -87.1763 valid_0's huber: 29.8742
[7] valid_0's poisson: -87.1784 valid_0's huber: 29.8723
[8] valid_0's poisson: -87.1805 valid_0's huber: 29.8705
[9] valid_0's poisson: -87.1826 valid_0's huber: 29.8686
[10] valid_0's poisson: -87.1847 valid_0's huber: 29.8668
[11] valid_0's poisson: -87.1868 valid_0's huber: 29.865
[12] valid_0's poisson: -87.1889 valid_0's huber: 29.8631
[13] valid_0's poisson: -87.1911 valid_0's huber: 29.8613
[14] valid_0's poisson: -87.1932 valid_0's huber: 29.8594
[15] valid_0's poisson: -87.1953 valid_0's huber: 29.8576
[16] valid_0's poisson: -87.1974 valid_0's huber: 29.8557
[17] valid_0's poisson: -87.1995 valid_0's huber: 29.8539
[18] valid_0's poisson: -87.2016 valid_0's huber: 29.8521
[19] valid_0's poisson: -87.2037 valid_0's huber: 29.8502
[20] valid_0's poisson: -87.2058 valid_0's huber: 29.8484
[21] valid_0's poisson: -87.2079 valid_0's huber: 29.8465
[22] valid_0's poisson: -87.21 valid_0's huber: 29.8447
[23] valid_0's poisson: -87.2121 valid_0's huber: 29.8428
[24] valid_0's poisson: -87.2142 valid_0's huber: 29.841
[25] valid_0's poisson: -87.2163 valid_0's huber: 29.8392
[26] valid_0's poisson: -87.2185 valid_0's huber: 29.8373
[27] valid_0's poisson: -87.2206 valid_0's huber: 29.8355
[28] valid_0's poisson: -87.2227 valid_0's huber: 29.8336
[29] valid_0's poisson: -87.2248 valid_0's huber: 29.8318
[30] valid_0's poisson: -87.2269 valid_0's huber: 29.83
[31] valid_0's poisson: -87.229 valid_0's huber: 29.8281
[32] valid_0's poisson: -87.2311 valid_0's huber: 29.8263
[33] valid_0's poisson: -87.2332 valid_0's huber: 29.8244
[34] valid_0's poisson: -87.2353 valid_0's huber: 29.8226
[35] valid_0's poisson: -87.2374 valid_0's huber: 29.8207
[36] valid_0's poisson: -87.2395 valid_0's huber: 29.8189
[37] valid_0's poisson: -87.2416 valid_0's huber: 29.8171
[38] valid_0's poisson: -87.2437 valid_0's huber: 29.8152
[39] valid_0's poisson: -87.2458 valid_0's huber: 29.8134
[40] valid_0's poisson: -87.2479 valid_0's huber: 29.8115
[41] valid_0's poisson: -87.25 valid_0's huber: 29.8097
[42] valid_0's poisson: -87.2521 valid_0's huber: 29.8079
[43] valid_0's poisson: -87.2542 valid_0's huber: 29.806
[44] valid_0's poisson: -87.2563 valid_0's huber: 29.8042
[45] valid_0's poisson: -87.2584 valid_0's huber: 29.8023
[46] valid_0's poisson: -87.2605 valid_0's huber: 29.8005
[47] valid_0's poisson: -87.2626 valid_0's huber: 29.7987
[48] valid_0's poisson: -87.2647 valid_0's huber: 29.7968
[49] valid_0's poisson: -87.2668 valid_0's huber: 29.795
[50] valid_0's poisson: -87.2689 valid_0's huber: 29.7931
[51] valid_0's poisson: -87.271 valid_0's huber: 29.7913
[52] valid_0's poisson: -87.2731 valid_0's huber: 29.7895
[53] valid_0's poisson: -87.2752 valid_0's huber: 29.7876
[54] valid_0's poisson: -87.2773 valid_0's huber: 29.7858
[55] valid_0's poisson: -87.2794 valid_0's huber: 29.7839
[56] valid_0's poisson: -87.2815 valid_0's huber: 29.7821
[57] valid_0's poisson: -87.2836 valid_0's huber: 29.7803
[58] valid_0's poisson: -87.2857 valid_0's huber: 29.7784
[59] valid_0's poisson: -87.2878 valid_0's huber: 29.7766
[60] valid_0's poisson: -87.2899 valid_0's huber: 29.7747
[61] valid_0's poisson: -87.292 valid_0's huber: 29.7729
[62] valid_0's poisson: -87.2941 valid_0's huber: 29.7711
[63] valid_0's poisson: -87.2962 valid_0's huber: 29.7692
[64] valid_0's poisson: -87.2983 valid_0's huber: 29.7674
[65] valid_0's poisson: -87.3004 valid_0's huber: 29.7656
[66] valid_0's poisson: -87.3025 valid_0's huber: 29.7637
[67] valid_0's poisson: -87.3046 valid_0's huber: 29.7619
[68] valid_0's poisson: -87.3067 valid_0's huber: 29.76
[69] valid_0's poisson: -87.3088 valid_0's huber: 29.7582
[70] valid_0's poisson: -87.3109 valid_0's huber: 29.7564
[71] valid_0's poisson: -87.313 valid_0's huber: 29.7545
[72] valid_0's poisson: -87.3151 valid_0's huber: 29.7527
[73] valid_0's poisson: -87.3172 valid_0's huber: 29.7509
[74] valid_0's poisson: -87.3193 valid_0's huber: 29.749
[75] valid_0's poisson: -87.3214 valid_0's huber: 29.7472
[76] valid_0's poisson: -87.3235 valid_0's huber: 29.7453
[77] valid_0's poisson: -87.3256 valid_0's huber: 29.7435
[78] valid_0's poisson: -87.3277 valid_0's huber: 29.7417
[79] valid_0's poisson: -87.3298 valid_0's huber: 29.7398
[80] valid_0's poisson: -87.3319 valid_0's huber: 29.738
[81] valid_0's poisson: -87.334 valid_0's huber: 29.7362
[82] valid_0's poisson: -87.3361 valid_0's huber: 29.7343
[83] valid_0's poisson: -87.3382 valid_0's huber: 29.7325
[84] valid_0's poisson: -87.3403 valid_0's huber: 29.7306
[85] valid_0's poisson: -87.3424 valid_0's huber: 29.7288
[86] valid_0's poisson: -87.3445 valid_0's huber: 29.727
[87] valid_0's poisson: -87.3466 valid_0's huber: 29.7251
[88] valid_0's poisson: -87.3487 valid_0's huber: 29.7233
[89] valid_0's poisson: -87.3507 valid_0's huber: 29.7215
[90] valid_0's poisson: -87.3528 valid_0's huber: 29.7196
[91] valid_0's poisson: -87.3549 valid_0's huber: 29.7178
[92] valid_0's poisson: -87.357 valid_0's huber: 29.716
[93] valid_0's poisson: -87.3591 valid_0's huber: 29.7141
[94] valid_0's poisson: -87.3612 valid_0's huber: 29.7123
[95] valid_0's poisson: -87.3633 valid_0's huber: 29.7105
[96] valid_0's poisson: -87.3654 valid_0's huber: 29.7086
[97] valid_0's poisson: -87.3675 valid_0's huber: 29.7068
[98] valid_0's poisson: -87.3696 valid_0's huber: 29.7049
[99] valid_0's poisson: -87.3717 valid_0's huber: 29.7031
[100] valid_0's poisson: -87.3738 valid_0's huber: 29.7013
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1821 valid_0's huber: 29.8043
[2] valid_0's poisson: -87.1905 valid_0's huber: 29.7969
[3] valid_0's poisson: -87.1988 valid_0's huber: 29.7895
[4] valid_0's poisson: -87.2072 valid_0's huber: 29.7821
[5] valid_0's poisson: -87.2156 valid_0's huber: 29.7747
[6] valid_0's poisson: -87.2239 valid_0's huber: 29.7673
[7] valid_0's poisson: -87.2323 valid_0's huber: 29.7599
[8] valid_0's poisson: -87.2407 valid_0's huber: 29.7525
[9] valid_0's poisson: -87.249 valid_0's huber: 29.7451
[10] valid_0's poisson: -87.2574 valid_0's huber: 29.7377
[11] valid_0's poisson: -87.2657 valid_0's huber: 29.7303
[12] valid_0's poisson: -87.2741 valid_0's huber: 29.7229
[13] valid_0's poisson: -87.2824 valid_0's huber: 29.7155
[14] valid_0's poisson: -87.2908 valid_0's huber: 29.7081
[15] valid_0's poisson: -87.2991 valid_0's huber: 29.7007
[16] valid_0's poisson: -87.3074 valid_0's huber: 29.6933
[17] valid_0's poisson: -87.3158 valid_0's huber: 29.6859
[18] valid_0's poisson: -87.3241 valid_0's huber: 29.6785
[19] valid_0's poisson: -87.3324 valid_0's huber: 29.6711
[20] valid_0's poisson: -87.3409 valid_0's huber: 29.6638
[21] valid_0's poisson: -87.3492 valid_0's huber: 29.6564
[22] valid_0's poisson: -87.3576 valid_0's huber: 29.649
[23] valid_0's poisson: -87.366 valid_0's huber: 29.6416
[24] valid_0's poisson: -87.3743 valid_0's huber: 29.6343
[25] valid_0's poisson: -87.3827 valid_0's huber: 29.6269
[26] valid_0's poisson: -87.3911 valid_0's huber: 29.6195
[27] valid_0's poisson: -87.3994 valid_0's huber: 29.6122
[28] valid_0's poisson: -87.4078 valid_0's huber: 29.6048
[29] valid_0's poisson: -87.4161 valid_0's huber: 29.5974
[30] valid_0's poisson: -87.4245 valid_0's huber: 29.5901
[31] valid_0's poisson: -87.4329 valid_0's huber: 29.5827
[32] valid_0's poisson: -87.4412 valid_0's huber: 29.5754
[33] valid_0's poisson: -87.4496 valid_0's huber: 29.568
[34] valid_0's poisson: -87.458 valid_0's huber: 29.5607
[35] valid_0's poisson: -87.4662 valid_0's huber: 29.5533
[36] valid_0's poisson: -87.4746 valid_0's huber: 29.546
[37] valid_0's poisson: -87.483 valid_0's huber: 29.5386
[38] valid_0's poisson: -87.4912 valid_0's huber: 29.5313
[39] valid_0's poisson: -87.4996 valid_0's huber: 29.524
[40] valid_0's poisson: -87.508 valid_0's huber: 29.5166
[41] valid_0's poisson: -87.5162 valid_0's huber: 29.5093
[42] valid_0's poisson: -87.5246 valid_0's huber: 29.5019
[43] valid_0's poisson: -87.5329 valid_0's huber: 29.4946
[44] valid_0's poisson: -87.5412 valid_0's huber: 29.4873
[45] valid_0's poisson: -87.5495 valid_0's huber: 29.48
[46] valid_0's poisson: -87.5578 valid_0's huber: 29.4726
[47] valid_0's poisson: -87.5661 valid_0's huber: 29.4653
[48] valid_0's poisson: -87.5744 valid_0's huber: 29.458
[49] valid_0's poisson: -87.5827 valid_0's huber: 29.4507
[50] valid_0's poisson: -87.591 valid_0's huber: 29.4433
[51] valid_0's poisson: -87.5993 valid_0's huber: 29.436
[52] valid_0's poisson: -87.6076 valid_0's huber: 29.4287
[53] valid_0's poisson: -87.6158 valid_0's huber: 29.4214
[54] valid_0's poisson: -87.6242 valid_0's huber: 29.4141
[55] valid_0's poisson: -87.6325 valid_0's huber: 29.4068
[56] valid_0's poisson: -87.6407 valid_0's huber: 29.3994
[57] valid_0's poisson: -87.649 valid_0's huber: 29.3921
[58] valid_0's poisson: -87.6573 valid_0's huber: 29.3848
[59] valid_0's poisson: -87.6655 valid_0's huber: 29.3775
[60] valid_0's poisson: -87.6738 valid_0's huber: 29.3702
[61] valid_0's poisson: -87.6821 valid_0's huber: 29.3629
[62] valid_0's poisson: -87.6903 valid_0's huber: 29.3556
[63] valid_0's poisson: -87.6985 valid_0's huber: 29.3483
[64] valid_0's poisson: -87.7068 valid_0's huber: 29.3411
[65] valid_0's poisson: -87.715 valid_0's huber: 29.3338
[66] valid_0's poisson: -87.7233 valid_0's huber: 29.3265
[67] valid_0's poisson: -87.7315 valid_0's huber: 29.3192
[68] valid_0's poisson: -87.7397 valid_0's huber: 29.3119
[69] valid_0's poisson: -87.748 valid_0's huber: 29.3046
[70] valid_0's poisson: -87.7562 valid_0's huber: 29.2973
[71] valid_0's poisson: -87.7644 valid_0's huber: 29.29
[72] valid_0's poisson: -87.7727 valid_0's huber: 29.2828
[73] valid_0's poisson: -87.7809 valid_0's huber: 29.2755
[74] valid_0's poisson: -87.7891 valid_0's huber: 29.2682
[75] valid_0's poisson: -87.7973 valid_0's huber: 29.2609
[76] valid_0's poisson: -87.8056 valid_0's huber: 29.2537
[77] valid_0's poisson: -87.8137 valid_0's huber: 29.2464
[78] valid_0's poisson: -87.822 valid_0's huber: 29.2391
[79] valid_0's poisson: -87.8303 valid_0's huber: 29.2319
[80] valid_0's poisson: -87.8384 valid_0's huber: 29.2246
[81] valid_0's poisson: -87.8466 valid_0's huber: 29.2173
[82] valid_0's poisson: -87.8549 valid_0's huber: 29.2101
[83] valid_0's poisson: -87.863 valid_0's huber: 29.2028
[84] valid_0's poisson: -87.8712 valid_0's huber: 29.1956
[85] valid_0's poisson: -87.8795 valid_0's huber: 29.1883
[86] valid_0's poisson: -87.8876 valid_0's huber: 29.181
[87] valid_0's poisson: -87.8958 valid_0's huber: 29.1738
[88] valid_0's poisson: -87.904 valid_0's huber: 29.1666
[89] valid_0's poisson: -87.9121 valid_0's huber: 29.1593
[90] valid_0's poisson: -87.9203 valid_0's huber: 29.1521
[91] valid_0's poisson: -87.9286 valid_0's huber: 29.1448
[92] valid_0's poisson: -87.9367 valid_0's huber: 29.1376
[93] valid_0's poisson: -87.9449 valid_0's huber: 29.1303
[94] valid_0's poisson: -87.953 valid_0's huber: 29.1231
[95] valid_0's poisson: -87.9612 valid_0's huber: 29.1158
[96] valid_0's poisson: -87.9693 valid_0's huber: 29.1086
[97] valid_0's poisson: -87.9774 valid_0's huber: 29.1014
[98] valid_0's poisson: -87.9856 valid_0's huber: 29.0941
[99] valid_0's poisson: -87.9938 valid_0's huber: 29.0869
[100] valid_0's poisson: -88.0019 valid_0's huber: 29.0797
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1825 valid_0's huber: 29.8022
[2] valid_0's poisson: -87.191 valid_0's huber: 29.7947
[3] valid_0's poisson: -87.1995 valid_0's huber: 29.7872
[4] valid_0's poisson: -87.2081 valid_0's huber: 29.7797
[5] valid_0's poisson: -87.2166 valid_0's huber: 29.7722
[6] valid_0's poisson: -87.2251 valid_0's huber: 29.7647
[7] valid_0's poisson: -87.2336 valid_0's huber: 29.7572
[8] valid_0's poisson: -87.2421 valid_0's huber: 29.7497
[9] valid_0's poisson: -87.2506 valid_0's huber: 29.7422
[10] valid_0's poisson: -87.2591 valid_0's huber: 29.7348
[11] valid_0's poisson: -87.2676 valid_0's huber: 29.7273
[12] valid_0's poisson: -87.2761 valid_0's huber: 29.7198
[13] valid_0's poisson: -87.2846 valid_0's huber: 29.7123
[14] valid_0's poisson: -87.2931 valid_0's huber: 29.7048
[15] valid_0's poisson: -87.3016 valid_0's huber: 29.6973
[16] valid_0's poisson: -87.3101 valid_0's huber: 29.6899
[17] valid_0's poisson: -87.3185 valid_0's huber: 29.6824
[18] valid_0's poisson: -87.327 valid_0's huber: 29.6749
[19] valid_0's poisson: -87.3355 valid_0's huber: 29.6674
[20] valid_0's poisson: -87.3439 valid_0's huber: 29.66
[21] valid_0's poisson: -87.3524 valid_0's huber: 29.6525
[22] valid_0's poisson: -87.3609 valid_0's huber: 29.645
[23] valid_0's poisson: -87.3693 valid_0's huber: 29.6376
[24] valid_0's poisson: -87.3778 valid_0's huber: 29.6301
[25] valid_0's poisson: -87.3862 valid_0's huber: 29.6227
[26] valid_0's poisson: -87.3947 valid_0's huber: 29.6152
[27] valid_0's poisson: -87.4031 valid_0's huber: 29.6077
[28] valid_0's poisson: -87.4115 valid_0's huber: 29.6003
[29] valid_0's poisson: -87.42 valid_0's huber: 29.5928
[30] valid_0's poisson: -87.4284 valid_0's huber: 29.5854
[31] valid_0's poisson: -87.4368 valid_0's huber: 29.5779
[32] valid_0's poisson: -87.4453 valid_0's huber: 29.5705
[33] valid_0's poisson: -87.4537 valid_0's huber: 29.563
[34] valid_0's poisson: -87.4621 valid_0's huber: 29.5556
[35] valid_0's poisson: -87.4705 valid_0's huber: 29.5481
[36] valid_0's poisson: -87.4789 valid_0's huber: 29.5407
[37] valid_0's poisson: -87.4873 valid_0's huber: 29.5333
[38] valid_0's poisson: -87.4957 valid_0's huber: 29.5258
[39] valid_0's poisson: -87.5041 valid_0's huber: 29.5184
[40] valid_0's poisson: -87.5125 valid_0's huber: 29.511
[41] valid_0's poisson: -87.5209 valid_0's huber: 29.5035
[42] valid_0's poisson: -87.5293 valid_0's huber: 29.4961
[43] valid_0's poisson: -87.5377 valid_0's huber: 29.4887
[44] valid_0's poisson: -87.5461 valid_0's huber: 29.4812
[45] valid_0's poisson: -87.5545 valid_0's huber: 29.4738
[46] valid_0's poisson: -87.5628 valid_0's huber: 29.4664
[47] valid_0's poisson: -87.5712 valid_0's huber: 29.459
[48] valid_0's poisson: -87.5796 valid_0's huber: 29.4516
[49] valid_0's poisson: -87.5879 valid_0's huber: 29.4441
[50] valid_0's poisson: -87.5963 valid_0's huber: 29.4367
[51] valid_0's poisson: -87.6046 valid_0's huber: 29.4293
[52] valid_0's poisson: -87.613 valid_0's huber: 29.4219
[53] valid_0's poisson: -87.6214 valid_0's huber: 29.4145
[54] valid_0's poisson: -87.6297 valid_0's huber: 29.4071
[55] valid_0's poisson: -87.638 valid_0's huber: 29.3997
[56] valid_0's poisson: -87.6464 valid_0's huber: 29.3923
[57] valid_0's poisson: -87.6547 valid_0's huber: 29.3849
[58] valid_0's poisson: -87.663 valid_0's huber: 29.3775
[59] valid_0's poisson: -87.6714 valid_0's huber: 29.3701
[60] valid_0's poisson: -87.6797 valid_0's huber: 29.3627
[61] valid_0's poisson: -87.688 valid_0's huber: 29.3553
[62] valid_0's poisson: -87.6963 valid_0's huber: 29.3479
[63] valid_0's poisson: -87.7047 valid_0's huber: 29.3405
[64] valid_0's poisson: -87.713 valid_0's huber: 29.3331
[65] valid_0's poisson: -87.7213 valid_0's huber: 29.3257
[66] valid_0's poisson: -87.7296 valid_0's huber: 29.3183
[67] valid_0's poisson: -87.7379 valid_0's huber: 29.3109
[68] valid_0's poisson: -87.7462 valid_0's huber: 29.3035
[69] valid_0's poisson: -87.7545 valid_0's huber: 29.2962
[70] valid_0's poisson: -87.7628 valid_0's huber: 29.2888
[71] valid_0's poisson: -87.7711 valid_0's huber: 29.2814
[72] valid_0's poisson: -87.7793 valid_0's huber: 29.274
[73] valid_0's poisson: -87.7876 valid_0's huber: 29.2667
[74] valid_0's poisson: -87.7959 valid_0's huber: 29.2593
[75] valid_0's poisson: -87.8042 valid_0's huber: 29.2519
[76] valid_0's poisson: -87.8124 valid_0's huber: 29.2445
[77] valid_0's poisson: -87.8207 valid_0's huber: 29.2372
[78] valid_0's poisson: -87.829 valid_0's huber: 29.2298
[79] valid_0's poisson: -87.8372 valid_0's huber: 29.2225
[80] valid_0's poisson: -87.8455 valid_0's huber: 29.2151
[81] valid_0's poisson: -87.8537 valid_0's huber: 29.2077
[82] valid_0's poisson: -87.862 valid_0's huber: 29.2004
[83] valid_0's poisson: -87.8702 valid_0's huber: 29.193
[84] valid_0's poisson: -87.8785 valid_0's huber: 29.1857
[85] valid_0's poisson: -87.8867 valid_0's huber: 29.1783
[86] valid_0's poisson: -87.895 valid_0's huber: 29.1709
[87] valid_0's poisson: -87.9032 valid_0's huber: 29.1636
[88] valid_0's poisson: -87.9114 valid_0's huber: 29.1562
[89] valid_0's poisson: -87.9196 valid_0's huber: 29.1489
[90] valid_0's poisson: -87.9279 valid_0's huber: 29.1416
[91] valid_0's poisson: -87.9361 valid_0's huber: 29.1342
[92] valid_0's poisson: -87.9443 valid_0's huber: 29.1269
[93] valid_0's poisson: -87.9525 valid_0's huber: 29.1195
[94] valid_0's poisson: -87.9607 valid_0's huber: 29.1122
[95] valid_0's poisson: -87.9689 valid_0's huber: 29.1048
[96] valid_0's poisson: -87.9772 valid_0's huber: 29.0975
[97] valid_0's poisson: -87.9854 valid_0's huber: 29.0902
[98] valid_0's poisson: -87.9936 valid_0's huber: 29.0828
[99] valid_0's poisson: -88.0018 valid_0's huber: 29.0755
[100] valid_0's poisson: -88.0099 valid_0's huber: 29.0682
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.178 valid_0's huber: 29.8354
[2] valid_0's poisson: -87.1864 valid_0's huber: 29.8279
[3] valid_0's poisson: -87.1949 valid_0's huber: 29.8205
[4] valid_0's poisson: -87.2033 valid_0's huber: 29.813
[5] valid_0's poisson: -87.2117 valid_0's huber: 29.8056
[6] valid_0's poisson: -87.2201 valid_0's huber: 29.7981
[7] valid_0's poisson: -87.2286 valid_0's huber: 29.7907
[8] valid_0's poisson: -87.237 valid_0's huber: 29.7832
[9] valid_0's poisson: -87.2454 valid_0's huber: 29.7758
[10] valid_0's poisson: -87.2538 valid_0's huber: 29.7683
[11] valid_0's poisson: -87.2622 valid_0's huber: 29.7609
[12] valid_0's poisson: -87.2706 valid_0's huber: 29.7534
[13] valid_0's poisson: -87.279 valid_0's huber: 29.7459
[14] valid_0's poisson: -87.2874 valid_0's huber: 29.7385
[15] valid_0's poisson: -87.2958 valid_0's huber: 29.7311
[16] valid_0's poisson: -87.3042 valid_0's huber: 29.7236
[17] valid_0's poisson: -87.3126 valid_0's huber: 29.7162
[18] valid_0's poisson: -87.321 valid_0's huber: 29.7087
[19] valid_0's poisson: -87.3294 valid_0's huber: 29.7013
[20] valid_0's poisson: -87.3378 valid_0's huber: 29.6938
[21] valid_0's poisson: -87.3461 valid_0's huber: 29.6864
[22] valid_0's poisson: -87.3545 valid_0's huber: 29.679
[23] valid_0's poisson: -87.3629 valid_0's huber: 29.6715
[24] valid_0's poisson: -87.3713 valid_0's huber: 29.6641
[25] valid_0's poisson: -87.3796 valid_0's huber: 29.6567
[26] valid_0's poisson: -87.388 valid_0's huber: 29.6493
[27] valid_0's poisson: -87.3964 valid_0's huber: 29.6418
[28] valid_0's poisson: -87.4047 valid_0's huber: 29.6344
[29] valid_0's poisson: -87.4131 valid_0's huber: 29.627
[30] valid_0's poisson: -87.4214 valid_0's huber: 29.6196
[31] valid_0's poisson: -87.4298 valid_0's huber: 29.6121
[32] valid_0's poisson: -87.4381 valid_0's huber: 29.6047
[33] valid_0's poisson: -87.4464 valid_0's huber: 29.5973
[34] valid_0's poisson: -87.4548 valid_0's huber: 29.5899
[35] valid_0's poisson: -87.4631 valid_0's huber: 29.5825
[36] valid_0's poisson: -87.4714 valid_0's huber: 29.5751
[37] valid_0's poisson: -87.4798 valid_0's huber: 29.5677
[38] valid_0's poisson: -87.4881 valid_0's huber: 29.5603
[39] valid_0's poisson: -87.4964 valid_0's huber: 29.5529
[40] valid_0's poisson: -87.5047 valid_0's huber: 29.5455
[41] valid_0's poisson: -87.513 valid_0's huber: 29.5381
[42] valid_0's poisson: -87.5214 valid_0's huber: 29.5307
[43] valid_0's poisson: -87.5297 valid_0's huber: 29.5233
[44] valid_0's poisson: -87.538 valid_0's huber: 29.5159
[45] valid_0's poisson: -87.5463 valid_0's huber: 29.5085
[46] valid_0's poisson: -87.5546 valid_0's huber: 29.5011
[47] valid_0's poisson: -87.5629 valid_0's huber: 29.4937
[48] valid_0's poisson: -87.5712 valid_0's huber: 29.4863
[49] valid_0's poisson: -87.5794 valid_0's huber: 29.479
[50] valid_0's poisson: -87.5877 valid_0's huber: 29.4716
[51] valid_0's poisson: -87.596 valid_0's huber: 29.4642
[52] valid_0's poisson: -87.6043 valid_0's huber: 29.4568
[53] valid_0's poisson: -87.6126 valid_0's huber: 29.4494
[54] valid_0's poisson: -87.6208 valid_0's huber: 29.4421
[55] valid_0's poisson: -87.6291 valid_0's huber: 29.4347
[56] valid_0's poisson: -87.6374 valid_0's huber: 29.4273
[57] valid_0's poisson: -87.6456 valid_0's huber: 29.42
[58] valid_0's poisson: -87.6539 valid_0's huber: 29.4126
[59] valid_0's poisson: -87.6621 valid_0's huber: 29.4052
[60] valid_0's poisson: -87.6704 valid_0's huber: 29.3979
[61] valid_0's poisson: -87.6786 valid_0's huber: 29.3905
[62] valid_0's poisson: -87.6869 valid_0's huber: 29.3832
[63] valid_0's poisson: -87.6951 valid_0's huber: 29.3758
[64] valid_0's poisson: -87.7034 valid_0's huber: 29.3684
[65] valid_0's poisson: -87.7116 valid_0's huber: 29.3611
[66] valid_0's poisson: -87.7198 valid_0's huber: 29.3537
[67] valid_0's poisson: -87.7281 valid_0's huber: 29.3464
[68] valid_0's poisson: -87.7363 valid_0's huber: 29.339
[69] valid_0's poisson: -87.7445 valid_0's huber: 29.3317
[70] valid_0's poisson: -87.7528 valid_0's huber: 29.3244
[71] valid_0's poisson: -87.761 valid_0's huber: 29.317
[72] valid_0's poisson: -87.7692 valid_0's huber: 29.3097
[73] valid_0's poisson: -87.7774 valid_0's huber: 29.3023
[74] valid_0's poisson: -87.7856 valid_0's huber: 29.295
[75] valid_0's poisson: -87.7938 valid_0's huber: 29.2877
[76] valid_0's poisson: -87.802 valid_0's huber: 29.2803
[77] valid_0's poisson: -87.8102 valid_0's huber: 29.273
[78] valid_0's poisson: -87.8184 valid_0's huber: 29.2657
[79] valid_0's poisson: -87.8266 valid_0's huber: 29.2583
[80] valid_0's poisson: -87.8348 valid_0's huber: 29.251
[81] valid_0's poisson: -87.843 valid_0's huber: 29.2437
[82] valid_0's poisson: -87.8512 valid_0's huber: 29.2364
[83] valid_0's poisson: -87.8593 valid_0's huber: 29.2291
[84] valid_0's poisson: -87.8675 valid_0's huber: 29.2217
[85] valid_0's poisson: -87.8757 valid_0's huber: 29.2144
[86] valid_0's poisson: -87.8839 valid_0's huber: 29.2071
[87] valid_0's poisson: -87.892 valid_0's huber: 29.1998
[88] valid_0's poisson: -87.9002 valid_0's huber: 29.1925
[89] valid_0's poisson: -87.9084 valid_0's huber: 29.1852
[90] valid_0's poisson: -87.9165 valid_0's huber: 29.1779
[91] valid_0's poisson: -87.9247 valid_0's huber: 29.1706
[92] valid_0's poisson: -87.9328 valid_0's huber: 29.1633
[93] valid_0's poisson: -87.941 valid_0's huber: 29.156
[94] valid_0's poisson: -87.9491 valid_0's huber: 29.1487
[95] valid_0's poisson: -87.9573 valid_0's huber: 29.1414
[96] valid_0's poisson: -87.9654 valid_0's huber: 29.1341
[97] valid_0's poisson: -87.9735 valid_0's huber: 29.1268
[98] valid_0's poisson: -87.9817 valid_0's huber: 29.1195
[99] valid_0's poisson: -87.9898 valid_0's huber: 29.1122
[100] valid_0's poisson: -87.9979 valid_0's huber: 29.1049
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1844 valid_0's huber: 29.7862
[2] valid_0's poisson: -87.1928 valid_0's huber: 29.7788
[3] valid_0's poisson: -87.2013 valid_0's huber: 29.7713
[4] valid_0's poisson: -87.2097 valid_0's huber: 29.7639
[5] valid_0's poisson: -87.2181 valid_0's huber: 29.7565
[6] valid_0's poisson: -87.2265 valid_0's huber: 29.7491
[7] valid_0's poisson: -87.2349 valid_0's huber: 29.7417
[8] valid_0's poisson: -87.2433 valid_0's huber: 29.7343
[9] valid_0's poisson: -87.2516 valid_0's huber: 29.7269
[10] valid_0's poisson: -87.26 valid_0's huber: 29.7194
[11] valid_0's poisson: -87.2684 valid_0's huber: 29.712
[12] valid_0's poisson: -87.2768 valid_0's huber: 29.7046
[13] valid_0's poisson: -87.2852 valid_0's huber: 29.6972
[14] valid_0's poisson: -87.2936 valid_0's huber: 29.6898
[15] valid_0's poisson: -87.3019 valid_0's huber: 29.6824
[16] valid_0's poisson: -87.3103 valid_0's huber: 29.675
[17] valid_0's poisson: -87.3187 valid_0's huber: 29.6676
[18] valid_0's poisson: -87.327 valid_0's huber: 29.6602
[19] valid_0's poisson: -87.3354 valid_0's huber: 29.6528
[20] valid_0's poisson: -87.3438 valid_0's huber: 29.6455
[21] valid_0's poisson: -87.3521 valid_0's huber: 29.6381
[22] valid_0's poisson: -87.3605 valid_0's huber: 29.6307
[23] valid_0's poisson: -87.3688 valid_0's huber: 29.6233
[24] valid_0's poisson: -87.3772 valid_0's huber: 29.6159
[25] valid_0's poisson: -87.3855 valid_0's huber: 29.6085
[26] valid_0's poisson: -87.3939 valid_0's huber: 29.6011
[27] valid_0's poisson: -87.4022 valid_0's huber: 29.5937
[28] valid_0's poisson: -87.4105 valid_0's huber: 29.5864
[29] valid_0's poisson: -87.4189 valid_0's huber: 29.579
[30] valid_0's poisson: -87.4272 valid_0's huber: 29.5716
[31] valid_0's poisson: -87.4355 valid_0's huber: 29.5642
[32] valid_0's poisson: -87.4438 valid_0's huber: 29.5569
[33] valid_0's poisson: -87.4522 valid_0's huber: 29.5495
[34] valid_0's poisson: -87.4605 valid_0's huber: 29.5421
[35] valid_0's poisson: -87.4688 valid_0's huber: 29.5348
[36] valid_0's poisson: -87.4771 valid_0's huber: 29.5274
[37] valid_0's poisson: -87.4854 valid_0's huber: 29.52
[38] valid_0's poisson: -87.4937 valid_0's huber: 29.5127
[39] valid_0's poisson: -87.502 valid_0's huber: 29.5053
[40] valid_0's poisson: -87.5103 valid_0's huber: 29.498
[41] valid_0's poisson: -87.5186 valid_0's huber: 29.4906
[42] valid_0's poisson: -87.5269 valid_0's huber: 29.4833
[43] valid_0's poisson: -87.5352 valid_0's huber: 29.4759
[44] valid_0's poisson: -87.5434 valid_0's huber: 29.4686
[45] valid_0's poisson: -87.5517 valid_0's huber: 29.4612
[46] valid_0's poisson: -87.56 valid_0's huber: 29.4539
[47] valid_0's poisson: -87.5683 valid_0's huber: 29.4465
[48] valid_0's poisson: -87.5765 valid_0's huber: 29.4392
[49] valid_0's poisson: -87.5848 valid_0's huber: 29.4319
[50] valid_0's poisson: -87.593 valid_0's huber: 29.4245
[51] valid_0's poisson: -87.6013 valid_0's huber: 29.4172
[52] valid_0's poisson: -87.6096 valid_0's huber: 29.4099
[53] valid_0's poisson: -87.6178 valid_0's huber: 29.4025
[54] valid_0's poisson: -87.6261 valid_0's huber: 29.3952
[55] valid_0's poisson: -87.6343 valid_0's huber: 29.3879
[56] valid_0's poisson: -87.6425 valid_0's huber: 29.3805
[57] valid_0's poisson: -87.6508 valid_0's huber: 29.3732
[58] valid_0's poisson: -87.659 valid_0's huber: 29.3659
[59] valid_0's poisson: -87.6672 valid_0's huber: 29.3586
[60] valid_0's poisson: -87.6755 valid_0's huber: 29.3513
[61] valid_0's poisson: -87.6837 valid_0's huber: 29.344
[62] valid_0's poisson: -87.6919 valid_0's huber: 29.3366
[63] valid_0's poisson: -87.7001 valid_0's huber: 29.3293
[64] valid_0's poisson: -87.7083 valid_0's huber: 29.322
[65] valid_0's poisson: -87.7165 valid_0's huber: 29.3147
[66] valid_0's poisson: -87.7247 valid_0's huber: 29.3074
[67] valid_0's poisson: -87.7329 valid_0's huber: 29.3001
[68] valid_0's poisson: -87.7411 valid_0's huber: 29.2928
[69] valid_0's poisson: -87.7493 valid_0's huber: 29.2855
[70] valid_0's poisson: -87.7575 valid_0's huber: 29.2782
[71] valid_0's poisson: -87.7657 valid_0's huber: 29.2709
[72] valid_0's poisson: -87.7739 valid_0's huber: 29.2636
[73] valid_0's poisson: -87.7821 valid_0's huber: 29.2563
[74] valid_0's poisson: -87.7903 valid_0's huber: 29.249
[75] valid_0's poisson: -87.7984 valid_0's huber: 29.2418
[76] valid_0's poisson: -87.8066 valid_0's huber: 29.2345
[77] valid_0's poisson: -87.8148 valid_0's huber: 29.2272
[78] valid_0's poisson: -87.823 valid_0's huber: 29.2199
[79] valid_0's poisson: -87.8311 valid_0's huber: 29.2126
[80] valid_0's poisson: -87.8393 valid_0's huber: 29.2053
[81] valid_0's poisson: -87.8474 valid_0's huber: 29.1981
[82] valid_0's poisson: -87.8556 valid_0's huber: 29.1908
[83] valid_0's poisson: -87.8637 valid_0's huber: 29.1835
[84] valid_0's poisson: -87.8719 valid_0's huber: 29.1762
[85] valid_0's poisson: -87.88 valid_0's huber: 29.169
[86] valid_0's poisson: -87.8882 valid_0's huber: 29.1617
[87] valid_0's poisson: -87.8963 valid_0's huber: 29.1544
[88] valid_0's poisson: -87.9044 valid_0's huber: 29.1472
[89] valid_0's poisson: -87.9126 valid_0's huber: 29.1399
[90] valid_0's poisson: -87.9207 valid_0's huber: 29.1327
[91] valid_0's poisson: -87.9288 valid_0's huber: 29.1254
[92] valid_0's poisson: -87.9369 valid_0's huber: 29.1182
[93] valid_0's poisson: -87.945 valid_0's huber: 29.1109
[94] valid_0's poisson: -87.9532 valid_0's huber: 29.1036
[95] valid_0's poisson: -87.9613 valid_0's huber: 29.0964
[96] valid_0's poisson: -87.9694 valid_0's huber: 29.0892
[97] valid_0's poisson: -87.9775 valid_0's huber: 29.0819
[98] valid_0's poisson: -87.9856 valid_0's huber: 29.0747
[99] valid_0's poisson: -87.9938 valid_0's huber: 29.0674
[100] valid_0's poisson: -88.0019 valid_0's huber: 29.0602
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1721 valid_0's huber: 29.8778
[2] valid_0's poisson: -87.1806 valid_0's huber: 29.8704
[3] valid_0's poisson: -87.1891 valid_0's huber: 29.8629
[4] valid_0's poisson: -87.1976 valid_0's huber: 29.8555
[5] valid_0's poisson: -87.2061 valid_0's huber: 29.8481
[6] valid_0's poisson: -87.2146 valid_0's huber: 29.8407
[7] valid_0's poisson: -87.2231 valid_0's huber: 29.8332
[8] valid_0's poisson: -87.2316 valid_0's huber: 29.8258
[9] valid_0's poisson: -87.24 valid_0's huber: 29.8184
[10] valid_0's poisson: -87.2485 valid_0's huber: 29.811
[11] valid_0's poisson: -87.257 valid_0's huber: 29.8036
[12] valid_0's poisson: -87.2655 valid_0's huber: 29.7961
[13] valid_0's poisson: -87.2739 valid_0's huber: 29.7887
[14] valid_0's poisson: -87.2824 valid_0's huber: 29.7813
[15] valid_0's poisson: -87.2909 valid_0's huber: 29.7739
[16] valid_0's poisson: -87.2993 valid_0's huber: 29.7665
[17] valid_0's poisson: -87.3078 valid_0's huber: 29.7591
[18] valid_0's poisson: -87.3162 valid_0's huber: 29.7517
[19] valid_0's poisson: -87.3247 valid_0's huber: 29.7443
[20] valid_0's poisson: -87.3331 valid_0's huber: 29.7369
[21] valid_0's poisson: -87.3415 valid_0's huber: 29.7295
[22] valid_0's poisson: -87.35 valid_0's huber: 29.7221
[23] valid_0's poisson: -87.3584 valid_0's huber: 29.7147
[24] valid_0's poisson: -87.3668 valid_0's huber: 29.7073
[25] valid_0's poisson: -87.3753 valid_0's huber: 29.6999
[26] valid_0's poisson: -87.3837 valid_0's huber: 29.6925
[27] valid_0's poisson: -87.3921 valid_0's huber: 29.6851
[28] valid_0's poisson: -87.4005 valid_0's huber: 29.6777
[29] valid_0's poisson: -87.409 valid_0's huber: 29.6703
[30] valid_0's poisson: -87.4174 valid_0's huber: 29.6629
[31] valid_0's poisson: -87.4257 valid_0's huber: 29.6555
[32] valid_0's poisson: -87.4341 valid_0's huber: 29.6481
[33] valid_0's poisson: -87.4424 valid_0's huber: 29.6407
[34] valid_0's poisson: -87.4508 valid_0's huber: 29.6334
[35] valid_0's poisson: -87.4591 valid_0's huber: 29.626
[36] valid_0's poisson: -87.4675 valid_0's huber: 29.6186
[37] valid_0's poisson: -87.4758 valid_0's huber: 29.6112
[38] valid_0's poisson: -87.4841 valid_0's huber: 29.6038
[39] valid_0's poisson: -87.4924 valid_0's huber: 29.5965
[40] valid_0's poisson: -87.5007 valid_0's huber: 29.5891
[41] valid_0's poisson: -87.5091 valid_0's huber: 29.5817
[42] valid_0's poisson: -87.5174 valid_0's huber: 29.5743
[43] valid_0's poisson: -87.5257 valid_0's huber: 29.567
[44] valid_0's poisson: -87.5341 valid_0's huber: 29.5596
[45] valid_0's poisson: -87.5424 valid_0's huber: 29.5522
[46] valid_0's poisson: -87.5507 valid_0's huber: 29.5449
[47] valid_0's poisson: -87.559 valid_0's huber: 29.5375
[48] valid_0's poisson: -87.5674 valid_0's huber: 29.5302
[49] valid_0's poisson: -87.5756 valid_0's huber: 29.5228
[50] valid_0's poisson: -87.584 valid_0's huber: 29.5154
[51] valid_0's poisson: -87.5923 valid_0's huber: 29.5081
[52] valid_0's poisson: -87.6005 valid_0's huber: 29.5007
[53] valid_0's poisson: -87.6089 valid_0's huber: 29.4934
[54] valid_0's poisson: -87.6171 valid_0's huber: 29.486
[55] valid_0's poisson: -87.6255 valid_0's huber: 29.4787
[56] valid_0's poisson: -87.6337 valid_0's huber: 29.4713
[57] valid_0's poisson: -87.642 valid_0's huber: 29.464
[58] valid_0's poisson: -87.6503 valid_0's huber: 29.4567
[59] valid_0's poisson: -87.6586 valid_0's huber: 29.4493
[60] valid_0's poisson: -87.6669 valid_0's huber: 29.442
[61] valid_0's poisson: -87.6751 valid_0's huber: 29.4346
[62] valid_0's poisson: -87.6834 valid_0's huber: 29.4273
[63] valid_0's poisson: -87.6916 valid_0's huber: 29.42
[64] valid_0's poisson: -87.6999 valid_0's huber: 29.4127
[65] valid_0's poisson: -87.7082 valid_0's huber: 29.4053
[66] valid_0's poisson: -87.7164 valid_0's huber: 29.398
[67] valid_0's poisson: -87.7247 valid_0's huber: 29.3907
[68] valid_0's poisson: -87.7329 valid_0's huber: 29.3833
[69] valid_0's poisson: -87.7412 valid_0's huber: 29.376
[70] valid_0's poisson: -87.7495 valid_0's huber: 29.3687
[71] valid_0's poisson: -87.7577 valid_0's huber: 29.3614
[72] valid_0's poisson: -87.766 valid_0's huber: 29.3541
[73] valid_0's poisson: -87.7742 valid_0's huber: 29.3468
[74] valid_0's poisson: -87.7824 valid_0's huber: 29.3394
[75] valid_0's poisson: -87.7907 valid_0's huber: 29.3321
[76] valid_0's poisson: -87.7989 valid_0's huber: 29.3248
[77] valid_0's poisson: -87.8072 valid_0's huber: 29.3175
[78] valid_0's poisson: -87.8154 valid_0's huber: 29.3102
[79] valid_0's poisson: -87.8236 valid_0's huber: 29.3029
[80] valid_0's poisson: -87.8319 valid_0's huber: 29.2956
[81] valid_0's poisson: -87.84 valid_0's huber: 29.2883
[82] valid_0's poisson: -87.8483 valid_0's huber: 29.281
[83] valid_0's poisson: -87.8565 valid_0's huber: 29.2737
[84] valid_0's poisson: -87.8647 valid_0's huber: 29.2664
[85] valid_0's poisson: -87.8729 valid_0's huber: 29.2592
[86] valid_0's poisson: -87.8812 valid_0's huber: 29.2519
[87] valid_0's poisson: -87.8893 valid_0's huber: 29.2446
[88] valid_0's poisson: -87.8975 valid_0's huber: 29.2373
[89] valid_0's poisson: -87.9058 valid_0's huber: 29.23
[90] valid_0's poisson: -87.914 valid_0's huber: 29.2227
[91] valid_0's poisson: -87.9222 valid_0's huber: 29.2154
[92] valid_0's poisson: -87.9303 valid_0's huber: 29.2082
[93] valid_0's poisson: -87.9385 valid_0's huber: 29.2009
[94] valid_0's poisson: -87.9468 valid_0's huber: 29.1936
[95] valid_0's poisson: -87.955 valid_0's huber: 29.1863
[96] valid_0's poisson: -87.9632 valid_0's huber: 29.1791
[97] valid_0's poisson: -87.9713 valid_0's huber: 29.1718
[98] valid_0's poisson: -87.9795 valid_0's huber: 29.1645
[99] valid_0's poisson: -87.9877 valid_0's huber: 29.1572
[100] valid_0's poisson: -87.9959 valid_0's huber: 29.15
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2159 valid_0's huber: 29.7767
[2] valid_0's poisson: -87.2581 valid_0's huber: 29.7417
[3] valid_0's poisson: -87.3003 valid_0's huber: 29.7067
[4] valid_0's poisson: -87.3428 valid_0's huber: 29.6716
[5] valid_0's poisson: -87.3852 valid_0's huber: 29.6365
[6] valid_0's poisson: -87.4276 valid_0's huber: 29.6014
[7] valid_0's poisson: -87.4699 valid_0's huber: 29.5664
[8] valid_0's poisson: -87.5122 valid_0's huber: 29.5313
[9] valid_0's poisson: -87.5544 valid_0's huber: 29.4963
[10] valid_0's poisson: -87.5966 valid_0's huber: 29.4614
[11] valid_0's poisson: -87.6387 valid_0's huber: 29.4264
[12] valid_0's poisson: -87.6807 valid_0's huber: 29.3915
[13] valid_0's poisson: -87.7227 valid_0's huber: 29.3566
[14] valid_0's poisson: -87.7646 valid_0's huber: 29.3218
[15] valid_0's poisson: -87.8064 valid_0's huber: 29.287
[16] valid_0's poisson: -87.8483 valid_0's huber: 29.2522
[17] valid_0's poisson: -87.8901 valid_0's huber: 29.2174
[18] valid_0's poisson: -87.9318 valid_0's huber: 29.1826
[19] valid_0's poisson: -87.9735 valid_0's huber: 29.1478
[20] valid_0's poisson: -88.0151 valid_0's huber: 29.1131
[21] valid_0's poisson: -88.0567 valid_0's huber: 29.0784
[22] valid_0's poisson: -88.0982 valid_0's huber: 29.0437
[23] valid_0's poisson: -88.1397 valid_0's huber: 29.009
[24] valid_0's poisson: -88.1811 valid_0's huber: 28.9743
[25] valid_0's poisson: -88.2225 valid_0's huber: 28.9397
[26] valid_0's poisson: -88.2638 valid_0's huber: 28.9051
[27] valid_0's poisson: -88.305 valid_0's huber: 28.8705
[28] valid_0's poisson: -88.3462 valid_0's huber: 28.8359
[29] valid_0's poisson: -88.3871 valid_0's huber: 28.8017
[30] valid_0's poisson: -88.4279 valid_0's huber: 28.7674
[31] valid_0's poisson: -88.4687 valid_0's huber: 28.7332
[32] valid_0's poisson: -88.5094 valid_0's huber: 28.699
[33] valid_0's poisson: -88.5501 valid_0's huber: 28.6648
[34] valid_0's poisson: -88.5907 valid_0's huber: 28.6306
[35] valid_0's poisson: -88.6313 valid_0's huber: 28.5965
[36] valid_0's poisson: -88.6718 valid_0's huber: 28.5624
[37] valid_0's poisson: -88.7122 valid_0's huber: 28.5284
[38] valid_0's poisson: -88.7525 valid_0's huber: 28.4944
[39] valid_0's poisson: -88.793 valid_0's huber: 28.4602
[40] valid_0's poisson: -88.8333 valid_0's huber: 28.4261
[41] valid_0's poisson: -88.8736 valid_0's huber: 28.3919
[42] valid_0's poisson: -88.9139 valid_0's huber: 28.3578
[43] valid_0's poisson: -88.9541 valid_0's huber: 28.3238
[44] valid_0's poisson: -88.9943 valid_0's huber: 28.2897
[45] valid_0's poisson: -89.0344 valid_0's huber: 28.2557
[46] valid_0's poisson: -89.0745 valid_0's huber: 28.2218
[47] valid_0's poisson: -89.1143 valid_0's huber: 28.1879
[48] valid_0's poisson: -89.1542 valid_0's huber: 28.154
[49] valid_0's poisson: -89.1941 valid_0's huber: 28.1202
[50] valid_0's poisson: -89.2339 valid_0's huber: 28.0864
[51] valid_0's poisson: -89.2737 valid_0's huber: 28.0526
[52] valid_0's poisson: -89.3134 valid_0's huber: 28.0188
[53] valid_0's poisson: -89.353 valid_0's huber: 27.9851
[54] valid_0's poisson: -89.3924 valid_0's huber: 27.9514
[55] valid_0's poisson: -89.432 valid_0's huber: 27.9177
[56] valid_0's poisson: -89.4714 valid_0's huber: 27.884
[57] valid_0's poisson: -89.5108 valid_0's huber: 27.8504
[58] valid_0's poisson: -89.5502 valid_0's huber: 27.8168
[59] valid_0's poisson: -89.5893 valid_0's huber: 27.7832
[60] valid_0's poisson: -89.6287 valid_0's huber: 27.7495
[61] valid_0's poisson: -89.6679 valid_0's huber: 27.7158
[62] valid_0's poisson: -89.7071 valid_0's huber: 27.6822
[63] valid_0's poisson: -89.7462 valid_0's huber: 27.6486
[64] valid_0's poisson: -89.7853 valid_0's huber: 27.615
[65] valid_0's poisson: -89.8243 valid_0's huber: 27.5814
[66] valid_0's poisson: -89.8633 valid_0's huber: 27.5479
[67] valid_0's poisson: -89.9022 valid_0's huber: 27.5144
[68] valid_0's poisson: -89.9409 valid_0's huber: 27.481
[69] valid_0's poisson: -89.9796 valid_0's huber: 27.4476
[70] valid_0's poisson: -90.0184 valid_0's huber: 27.4141
[71] valid_0's poisson: -90.057 valid_0's huber: 27.3807
[72] valid_0's poisson: -90.0955 valid_0's huber: 27.3472
[73] valid_0's poisson: -90.1341 valid_0's huber: 27.3139
[74] valid_0's poisson: -90.1725 valid_0's huber: 27.2805
[75] valid_0's poisson: -90.2109 valid_0's huber: 27.2472
[76] valid_0's poisson: -90.2492 valid_0's huber: 27.2138
[77] valid_0's poisson: -90.2876 valid_0's huber: 27.1806
[78] valid_0's poisson: -90.3259 valid_0's huber: 27.1472
[79] valid_0's poisson: -90.3641 valid_0's huber: 27.1139
[80] valid_0's poisson: -90.4022 valid_0's huber: 27.0807
[81] valid_0's poisson: -90.4403 valid_0's huber: 27.0475
[82] valid_0's poisson: -90.4783 valid_0's huber: 27.0143
[83] valid_0's poisson: -90.5163 valid_0's huber: 26.9811
[84] valid_0's poisson: -90.5542 valid_0's huber: 26.948
[85] valid_0's poisson: -90.5921 valid_0's huber: 26.9149
[86] valid_0's poisson: -90.6299 valid_0's huber: 26.8819
[87] valid_0's poisson: -90.6676 valid_0's huber: 26.8488
[88] valid_0's poisson: -90.7053 valid_0's huber: 26.8158
[89] valid_0's poisson: -90.7429 valid_0's huber: 26.7828
[90] valid_0's poisson: -90.7805 valid_0's huber: 26.7498
[91] valid_0's poisson: -90.818 valid_0's huber: 26.7169
[92] valid_0's poisson: -90.8555 valid_0's huber: 26.684
[93] valid_0's poisson: -90.8928 valid_0's huber: 26.6512
[94] valid_0's poisson: -90.9301 valid_0's huber: 26.6184
[95] valid_0's poisson: -90.9674 valid_0's huber: 26.5857
[96] valid_0's poisson: -91.0046 valid_0's huber: 26.553
[97] valid_0's poisson: -91.0417 valid_0's huber: 26.5204
[98] valid_0's poisson: -91.0787 valid_0's huber: 26.4878
[99] valid_0's poisson: -91.1157 valid_0's huber: 26.4552
[100] valid_0's poisson: -91.1526 valid_0's huber: 26.4227
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=10, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2162 valid_0's huber: 29.7749
[2] valid_0's poisson: -87.2584 valid_0's huber: 29.7402
[3] valid_0's poisson: -87.3005 valid_0's huber: 29.7055
[4] valid_0's poisson: -87.3425 valid_0's huber: 29.6708
[5] valid_0's poisson: -87.3845 valid_0's huber: 29.6361
[6] valid_0's poisson: -87.4265 valid_0's huber: 29.6015
[7] valid_0's poisson: -87.4684 valid_0's huber: 29.5669
[8] valid_0's poisson: -87.5103 valid_0's huber: 29.5323
[9] valid_0's poisson: -87.5521 valid_0's huber: 29.4977
[10] valid_0's poisson: -87.5938 valid_0's huber: 29.4632
[11] valid_0's poisson: -87.6354 valid_0's huber: 29.4287
[12] valid_0's poisson: -87.6771 valid_0's huber: 29.3942
[13] valid_0's poisson: -87.7187 valid_0's huber: 29.3598
[14] valid_0's poisson: -87.7602 valid_0's huber: 29.3254
[15] valid_0's poisson: -87.8016 valid_0's huber: 29.291
[16] valid_0's poisson: -87.843 valid_0's huber: 29.2567
[17] valid_0's poisson: -87.8844 valid_0's huber: 29.2221
[18] valid_0's poisson: -87.9256 valid_0's huber: 29.1878
[19] valid_0's poisson: -87.9669 valid_0's huber: 29.1532
[20] valid_0's poisson: -88.008 valid_0's huber: 29.119
[21] valid_0's poisson: -88.0492 valid_0's huber: 29.0844
[22] valid_0's poisson: -88.0902 valid_0's huber: 29.0503
[23] valid_0's poisson: -88.1312 valid_0's huber: 29.0158
[24] valid_0's poisson: -88.1722 valid_0's huber: 28.9813
[25] valid_0's poisson: -88.213 valid_0's huber: 28.9473
[26] valid_0's poisson: -88.2538 valid_0's huber: 28.9129
[27] valid_0's poisson: -88.2945 valid_0's huber: 28.8788
[28] valid_0's poisson: -88.3353 valid_0's huber: 28.8445
[29] valid_0's poisson: -88.3758 valid_0's huber: 28.8105
[30] valid_0's poisson: -88.4164 valid_0's huber: 28.7762
[31] valid_0's poisson: -88.4569 valid_0's huber: 28.7423
[32] valid_0's poisson: -88.4973 valid_0's huber: 28.7084
[33] valid_0's poisson: -88.5377 valid_0's huber: 28.6742
[34] valid_0's poisson: -88.578 valid_0's huber: 28.6404
[35] valid_0's poisson: -88.6182 valid_0's huber: 28.6062
[36] valid_0's poisson: -88.6584 valid_0's huber: 28.5724
[37] valid_0's poisson: -88.6985 valid_0's huber: 28.5387
[38] valid_0's poisson: -88.7386 valid_0's huber: 28.5047
[39] valid_0's poisson: -88.7786 valid_0's huber: 28.4706
[40] valid_0's poisson: -88.8185 valid_0's huber: 28.437
[41] valid_0's poisson: -88.8584 valid_0's huber: 28.403
[42] valid_0's poisson: -88.8982 valid_0's huber: 28.3694
[43] valid_0's poisson: -88.938 valid_0's huber: 28.3356
[44] valid_0's poisson: -88.9776 valid_0's huber: 28.3022
[45] valid_0's poisson: -89.0175 valid_0's huber: 28.2681
[46] valid_0's poisson: -89.0572 valid_0's huber: 28.234
[47] valid_0's poisson: -89.0969 valid_0's huber: 28.2
[48] valid_0's poisson: -89.1368 valid_0's huber: 28.166
[49] valid_0's poisson: -89.1766 valid_0's huber: 28.132
[50] valid_0's poisson: -89.2164 valid_0's huber: 28.098
[51] valid_0's poisson: -89.2561 valid_0's huber: 28.0641
[52] valid_0's poisson: -89.2957 valid_0's huber: 28.0301
[53] valid_0's poisson: -89.3352 valid_0's huber: 27.9962
[54] valid_0's poisson: -89.3747 valid_0's huber: 27.9624
[55] valid_0's poisson: -89.4142 valid_0's huber: 27.9285
[56] valid_0's poisson: -89.4535 valid_0's huber: 27.8948
[57] valid_0's poisson: -89.4928 valid_0's huber: 27.861
[58] valid_0's poisson: -89.532 valid_0's huber: 27.8273
[59] valid_0's poisson: -89.5714 valid_0's huber: 27.7934
[60] valid_0's poisson: -89.6107 valid_0's huber: 27.7596
[61] valid_0's poisson: -89.6499 valid_0's huber: 27.7258
[62] valid_0's poisson: -89.689 valid_0's huber: 27.692
[63] valid_0's poisson: -89.7281 valid_0's huber: 27.6583
[64] valid_0's poisson: -89.7671 valid_0's huber: 27.6246
[65] valid_0's poisson: -89.8061 valid_0's huber: 27.5909
[66] valid_0's poisson: -89.845 valid_0's huber: 27.5573
[67] valid_0's poisson: -89.8839 valid_0's huber: 27.5236
[68] valid_0's poisson: -89.9227 valid_0's huber: 27.49
[69] valid_0's poisson: -89.9615 valid_0's huber: 27.4564
[70] valid_0's poisson: -90.0002 valid_0's huber: 27.4228
[71] valid_0's poisson: -90.0388 valid_0's huber: 27.3893
[72] valid_0's poisson: -90.0774 valid_0's huber: 27.3558
[73] valid_0's poisson: -90.1159 valid_0's huber: 27.3223
[74] valid_0's poisson: -90.1544 valid_0's huber: 27.2888
[75] valid_0's poisson: -90.193 valid_0's huber: 27.2552
[76] valid_0's poisson: -90.2314 valid_0's huber: 27.2218
[77] valid_0's poisson: -90.2699 valid_0's huber: 27.1882
[78] valid_0's poisson: -90.3081 valid_0's huber: 27.1549
[79] valid_0's poisson: -90.3465 valid_0's huber: 27.1214
[80] valid_0's poisson: -90.3846 valid_0's huber: 27.0881
[81] valid_0's poisson: -90.4228 valid_0's huber: 27.0547
[82] valid_0's poisson: -90.461 valid_0's huber: 27.0213
[83] valid_0's poisson: -90.4989 valid_0's huber: 26.988
[84] valid_0's poisson: -90.537 valid_0's huber: 26.9547
[85] valid_0's poisson: -90.5748 valid_0's huber: 26.9216
[86] valid_0's poisson: -90.6128 valid_0's huber: 26.8884
[87] valid_0's poisson: -90.6507 valid_0's huber: 26.8551
[88] valid_0's poisson: -90.6883 valid_0's huber: 26.8221
[89] valid_0's poisson: -90.7262 valid_0's huber: 26.7889
[90] valid_0's poisson: -90.764 valid_0's huber: 26.7558
[91] valid_0's poisson: -90.8018 valid_0's huber: 26.7226
[92] valid_0's poisson: -90.8394 valid_0's huber: 26.6896
[93] valid_0's poisson: -90.8768 valid_0's huber: 26.6567
[94] valid_0's poisson: -90.9144 valid_0's huber: 26.6237
[95] valid_0's poisson: -90.952 valid_0's huber: 26.5907
[96] valid_0's poisson: -90.9894 valid_0's huber: 26.5578
[97] valid_0's poisson: -91.0268 valid_0's huber: 26.5248
[98] valid_0's poisson: -91.0642 valid_0's huber: 26.4919
[99] valid_0's poisson: -91.1015 valid_0's huber: 26.459
[100] valid_0's poisson: -91.1384 valid_0's huber: 26.4265
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=10, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.212 valid_0's huber: 29.8075
[2] valid_0's poisson: -87.2544 valid_0's huber: 29.7722
[3] valid_0's poisson: -87.2967 valid_0's huber: 29.737
[4] valid_0's poisson: -87.3389 valid_0's huber: 29.7017
[5] valid_0's poisson: -87.3811 valid_0's huber: 29.6665
[6] valid_0's poisson: -87.4232 valid_0's huber: 29.6313
[7] valid_0's poisson: -87.4653 valid_0's huber: 29.5961
[8] valid_0's poisson: -87.5072 valid_0's huber: 29.561
[9] valid_0's poisson: -87.5492 valid_0's huber: 29.5259
[10] valid_0's poisson: -87.591 valid_0's huber: 29.4908
[11] valid_0's poisson: -87.6328 valid_0's huber: 29.4557
[12] valid_0's poisson: -87.6745 valid_0's huber: 29.4207
[13] valid_0's poisson: -87.7162 valid_0's huber: 29.3857
[14] valid_0's poisson: -87.7578 valid_0's huber: 29.3508
[15] valid_0's poisson: -87.7994 valid_0's huber: 29.3159
[16] valid_0's poisson: -87.8408 valid_0's huber: 29.281
[17] valid_0's poisson: -87.8822 valid_0's huber: 29.2461
[18] valid_0's poisson: -87.9236 valid_0's huber: 29.2113
[19] valid_0's poisson: -87.9649 valid_0's huber: 29.1765
[20] valid_0's poisson: -88.0061 valid_0's huber: 29.1417
[21] valid_0's poisson: -88.0473 valid_0's huber: 29.107
[22] valid_0's poisson: -88.0884 valid_0's huber: 29.0723
[23] valid_0's poisson: -88.1295 valid_0's huber: 29.0376
[24] valid_0's poisson: -88.1704 valid_0's huber: 29.0029
[25] valid_0's poisson: -88.2114 valid_0's huber: 28.9683
[26] valid_0's poisson: -88.2522 valid_0's huber: 28.9337
[27] valid_0's poisson: -88.293 valid_0's huber: 28.8991
[28] valid_0's poisson: -88.3338 valid_0's huber: 28.8646
[29] valid_0's poisson: -88.3745 valid_0's huber: 28.83
[30] valid_0's poisson: -88.4151 valid_0's huber: 28.7955
[31] valid_0's poisson: -88.4556 valid_0's huber: 28.7611
[32] valid_0's poisson: -88.4962 valid_0's huber: 28.7266
[33] valid_0's poisson: -88.5368 valid_0's huber: 28.6922
[34] valid_0's poisson: -88.5774 valid_0's huber: 28.6577
[35] valid_0's poisson: -88.618 valid_0's huber: 28.6233
[36] valid_0's poisson: -88.6586 valid_0's huber: 28.5889
[37] valid_0's poisson: -88.699 valid_0's huber: 28.5545
[38] valid_0's poisson: -88.7394 valid_0's huber: 28.5202
[39] valid_0's poisson: -88.78 valid_0's huber: 28.4857
[40] valid_0's poisson: -88.8205 valid_0's huber: 28.4513
[41] valid_0's poisson: -88.8607 valid_0's huber: 28.4171
[42] valid_0's poisson: -88.901 valid_0's huber: 28.3827
[43] valid_0's poisson: -88.9415 valid_0's huber: 28.3482
[44] valid_0's poisson: -88.9819 valid_0's huber: 28.3138
[45] valid_0's poisson: -89.0223 valid_0's huber: 28.2794
[46] valid_0's poisson: -89.0624 valid_0's huber: 28.2451
[47] valid_0's poisson: -89.1026 valid_0's huber: 28.2107
[48] valid_0's poisson: -89.1428 valid_0's huber: 28.1764
[49] valid_0's poisson: -89.1828 valid_0's huber: 28.1421
[50] valid_0's poisson: -89.2229 valid_0's huber: 28.1078
[51] valid_0's poisson: -89.2629 valid_0's huber: 28.0735
[52] valid_0's poisson: -89.3026 valid_0's huber: 28.0395
[53] valid_0's poisson: -89.3425 valid_0's huber: 28.0053
[54] valid_0's poisson: -89.3822 valid_0's huber: 27.9711
[55] valid_0's poisson: -89.422 valid_0's huber: 27.937
[56] valid_0's poisson: -89.4614 valid_0's huber: 27.903
[57] valid_0's poisson: -89.5011 valid_0's huber: 27.8689
[58] valid_0's poisson: -89.5407 valid_0's huber: 27.8348
[59] valid_0's poisson: -89.5801 valid_0's huber: 27.8008
[60] valid_0's poisson: -89.6196 valid_0's huber: 27.7669
[61] valid_0's poisson: -89.659 valid_0's huber: 27.7329
[62] valid_0's poisson: -89.6983 valid_0's huber: 27.6989
[63] valid_0's poisson: -89.7375 valid_0's huber: 27.665
[64] valid_0's poisson: -89.7767 valid_0's huber: 27.6312
[65] valid_0's poisson: -89.8159 valid_0's huber: 27.5973
[66] valid_0's poisson: -89.855 valid_0's huber: 27.5635
[67] valid_0's poisson: -89.894 valid_0's huber: 27.5297
[68] valid_0's poisson: -89.933 valid_0's huber: 27.4959
[69] valid_0's poisson: -89.9718 valid_0's huber: 27.4622
[70] valid_0's poisson: -90.0107 valid_0's huber: 27.4285
[71] valid_0's poisson: -90.0492 valid_0's huber: 27.3951
[72] valid_0's poisson: -90.0878 valid_0's huber: 27.3615
[73] valid_0's poisson: -90.1265 valid_0's huber: 27.3279
[74] valid_0's poisson: -90.165 valid_0's huber: 27.2944
[75] valid_0's poisson: -90.2033 valid_0's huber: 27.2611
[76] valid_0's poisson: -90.2417 valid_0's huber: 27.2276
[77] valid_0's poisson: -90.28 valid_0's huber: 27.1943
[78] valid_0's poisson: -90.3181 valid_0's huber: 27.161
[79] valid_0's poisson: -90.3564 valid_0's huber: 27.1276
[80] valid_0's poisson: -90.3946 valid_0's huber: 27.0942
[81] valid_0's poisson: -90.4327 valid_0's huber: 27.061
[82] valid_0's poisson: -90.4708 valid_0's huber: 27.0277
[83] valid_0's poisson: -90.5086 valid_0's huber: 26.9946
[84] valid_0's poisson: -90.5466 valid_0's huber: 26.9614
[85] valid_0's poisson: -90.5845 valid_0's huber: 26.9282
[86] valid_0's poisson: -90.6223 valid_0's huber: 26.8951
[87] valid_0's poisson: -90.6598 valid_0's huber: 26.8621
[88] valid_0's poisson: -90.6973 valid_0's huber: 26.8291
[89] valid_0's poisson: -90.7347 valid_0's huber: 26.7961
[90] valid_0's poisson: -90.7719 valid_0's huber: 26.7632
[91] valid_0's poisson: -90.8093 valid_0's huber: 26.7303
[92] valid_0's poisson: -90.8465 valid_0's huber: 26.6975
[93] valid_0's poisson: -90.8837 valid_0's huber: 26.6646
[94] valid_0's poisson: -90.9207 valid_0's huber: 26.6319
[95] valid_0's poisson: -90.9578 valid_0's huber: 26.5991
[96] valid_0's poisson: -90.9947 valid_0's huber: 26.5665
[97] valid_0's poisson: -91.0317 valid_0's huber: 26.5338
[98] valid_0's poisson: -91.0686 valid_0's huber: 26.5012
[99] valid_0's poisson: -91.1053 valid_0's huber: 26.4686
[100] valid_0's poisson: -91.1421 valid_0's huber: 26.4361
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=10, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2185 valid_0's huber: 29.7585
[2] valid_0's poisson: -87.261 valid_0's huber: 29.7233
[3] valid_0's poisson: -87.3033 valid_0's huber: 29.6882
[4] valid_0's poisson: -87.3456 valid_0's huber: 29.6532
[5] valid_0's poisson: -87.3879 valid_0's huber: 29.6181
[6] valid_0's poisson: -87.4301 valid_0's huber: 29.5831
[7] valid_0's poisson: -87.4722 valid_0's huber: 29.5481
[8] valid_0's poisson: -87.5142 valid_0's huber: 29.5131
[9] valid_0's poisson: -87.5562 valid_0's huber: 29.4782
[10] valid_0's poisson: -87.5981 valid_0's huber: 29.4433
[11] valid_0's poisson: -87.64 valid_0's huber: 29.4084
[12] valid_0's poisson: -87.6817 valid_0's huber: 29.3736
[13] valid_0's poisson: -87.7235 valid_0's huber: 29.3388
[14] valid_0's poisson: -87.7651 valid_0's huber: 29.304
[15] valid_0's poisson: -87.8067 valid_0's huber: 29.2693
[16] valid_0's poisson: -87.8482 valid_0's huber: 29.2346
[17] valid_0's poisson: -87.8897 valid_0's huber: 29.1999
[18] valid_0's poisson: -87.9311 valid_0's huber: 29.1653
[19] valid_0's poisson: -87.9724 valid_0's huber: 29.1307
[20] valid_0's poisson: -88.0137 valid_0's huber: 29.0961
[21] valid_0's poisson: -88.0549 valid_0's huber: 29.0615
[22] valid_0's poisson: -88.096 valid_0's huber: 29.027
[23] valid_0's poisson: -88.1371 valid_0's huber: 28.9925
[24] valid_0's poisson: -88.1781 valid_0's huber: 28.9581
[25] valid_0's poisson: -88.219 valid_0's huber: 28.9237
[26] valid_0's poisson: -88.2599 valid_0's huber: 28.8893
[27] valid_0's poisson: -88.3007 valid_0's huber: 28.8549
[28] valid_0's poisson: -88.3415 valid_0's huber: 28.8206
[29] valid_0's poisson: -88.3822 valid_0's huber: 28.7863
[30] valid_0's poisson: -88.4228 valid_0's huber: 28.752
[31] valid_0's poisson: -88.4634 valid_0's huber: 28.7178
[32] valid_0's poisson: -88.5039 valid_0's huber: 28.6836
[33] valid_0's poisson: -88.5447 valid_0's huber: 28.6492
[34] valid_0's poisson: -88.5854 valid_0's huber: 28.6148
[35] valid_0's poisson: -88.6257 valid_0's huber: 28.5807
[36] valid_0's poisson: -88.6664 valid_0's huber: 28.5462
[37] valid_0's poisson: -88.707 valid_0's huber: 28.5118
[38] valid_0's poisson: -88.7476 valid_0's huber: 28.4774
[39] valid_0's poisson: -88.7882 valid_0's huber: 28.4429
[40] valid_0's poisson: -88.8287 valid_0's huber: 28.4086
[41] valid_0's poisson: -88.8691 valid_0's huber: 28.3743
[42] valid_0's poisson: -88.9092 valid_0's huber: 28.3402
[43] valid_0's poisson: -88.9497 valid_0's huber: 28.3058
[44] valid_0's poisson: -88.99 valid_0's huber: 28.2716
[45] valid_0's poisson: -89.0302 valid_0's huber: 28.2373
[46] valid_0's poisson: -89.0705 valid_0's huber: 28.2031
[47] valid_0's poisson: -89.1106 valid_0's huber: 28.1689
[48] valid_0's poisson: -89.1506 valid_0's huber: 28.1348
[49] valid_0's poisson: -89.1907 valid_0's huber: 28.1006
[50] valid_0's poisson: -89.2307 valid_0's huber: 28.0665
[51] valid_0's poisson: -89.2705 valid_0's huber: 28.0324
[52] valid_0's poisson: -89.3104 valid_0's huber: 27.9983
[53] valid_0's poisson: -89.3503 valid_0's huber: 27.9643
[54] valid_0's poisson: -89.39 valid_0's huber: 27.9302
[55] valid_0's poisson: -89.4296 valid_0's huber: 27.8963
[56] valid_0's poisson: -89.4693 valid_0's huber: 27.8623
[57] valid_0's poisson: -89.5088 valid_0's huber: 27.8284
[58] valid_0's poisson: -89.5484 valid_0's huber: 27.7944
[59] valid_0's poisson: -89.5879 valid_0's huber: 27.7605
[60] valid_0's poisson: -89.6272 valid_0's huber: 27.7267
[61] valid_0's poisson: -89.6665 valid_0's huber: 27.6929
[62] valid_0's poisson: -89.7058 valid_0's huber: 27.659
[63] valid_0's poisson: -89.7451 valid_0's huber: 27.6252
[64] valid_0's poisson: -89.7842 valid_0's huber: 27.5915
[65] valid_0's poisson: -89.8233 valid_0's huber: 27.5578
[66] valid_0's poisson: -89.8623 valid_0's huber: 27.5241
[67] valid_0's poisson: -89.9013 valid_0's huber: 27.4904
[68] valid_0's poisson: -89.9401 valid_0's huber: 27.4568
[69] valid_0's poisson: -89.979 valid_0's huber: 27.4232
[70] valid_0's poisson: -90.0178 valid_0's huber: 27.3896
[71] valid_0's poisson: -90.0566 valid_0's huber: 27.356
[72] valid_0's poisson: -90.0952 valid_0's huber: 27.3226
[73] valid_0's poisson: -90.1338 valid_0's huber: 27.2891
[74] valid_0's poisson: -90.1724 valid_0's huber: 27.2556
[75] valid_0's poisson: -90.2108 valid_0's huber: 27.2222
[76] valid_0's poisson: -90.2493 valid_0's huber: 27.1887
[77] valid_0's poisson: -90.2877 valid_0's huber: 27.1553
[78] valid_0's poisson: -90.3261 valid_0's huber: 27.122
[79] valid_0's poisson: -90.3643 valid_0's huber: 27.0886
[80] valid_0's poisson: -90.4026 valid_0's huber: 27.0553
[81] valid_0's poisson: -90.4407 valid_0's huber: 27.022
[82] valid_0's poisson: -90.4788 valid_0's huber: 26.9888
[83] valid_0's poisson: -90.5168 valid_0's huber: 26.9556
[84] valid_0's poisson: -90.5549 valid_0's huber: 26.9224
[85] valid_0's poisson: -90.5927 valid_0's huber: 26.8894
[86] valid_0's poisson: -90.6306 valid_0's huber: 26.8562
[87] valid_0's poisson: -90.6685 valid_0's huber: 26.8232
[88] valid_0's poisson: -90.7063 valid_0's huber: 26.7901
[89] valid_0's poisson: -90.744 valid_0's huber: 26.757
[90] valid_0's poisson: -90.7817 valid_0's huber: 26.724
[91] valid_0's poisson: -90.8193 valid_0's huber: 26.691
[92] valid_0's poisson: -90.8568 valid_0's huber: 26.658
[93] valid_0's poisson: -90.8943 valid_0's huber: 26.625
[94] valid_0's poisson: -90.9317 valid_0's huber: 26.5922
[95] valid_0's poisson: -90.9689 valid_0's huber: 26.5594
[96] valid_0's poisson: -91.0061 valid_0's huber: 26.5266
[97] valid_0's poisson: -91.0433 valid_0's huber: 26.4938
[98] valid_0's poisson: -91.0803 valid_0's huber: 26.4612
[99] valid_0's poisson: -91.1173 valid_0's huber: 26.4285
[100] valid_0's poisson: -91.1543 valid_0's huber: 26.3958
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=10, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2062 valid_0's huber: 29.8499
[2] valid_0's poisson: -87.2487 valid_0's huber: 29.8146
[3] valid_0's poisson: -87.2911 valid_0's huber: 29.7793
[4] valid_0's poisson: -87.3335 valid_0's huber: 29.7441
[5] valid_0's poisson: -87.3758 valid_0's huber: 29.7088
[6] valid_0's poisson: -87.418 valid_0's huber: 29.6736
[7] valid_0's poisson: -87.4602 valid_0's huber: 29.6384
[8] valid_0's poisson: -87.5023 valid_0's huber: 29.6033
[9] valid_0's poisson: -87.5443 valid_0's huber: 29.5682
[10] valid_0's poisson: -87.5863 valid_0's huber: 29.5331
[11] valid_0's poisson: -87.6282 valid_0's huber: 29.498
[12] valid_0's poisson: -87.67 valid_0's huber: 29.463
[13] valid_0's poisson: -87.7117 valid_0's huber: 29.4281
[14] valid_0's poisson: -87.7534 valid_0's huber: 29.3932
[15] valid_0's poisson: -87.7951 valid_0's huber: 29.3583
[16] valid_0's poisson: -87.8366 valid_0's huber: 29.3235
[17] valid_0's poisson: -87.8781 valid_0's huber: 29.2887
[18] valid_0's poisson: -87.9195 valid_0's huber: 29.2539
[19] valid_0's poisson: -87.9609 valid_0's huber: 29.2191
[20] valid_0's poisson: -88.0022 valid_0's huber: 29.1844
[21] valid_0's poisson: -88.0434 valid_0's huber: 29.1498
[22] valid_0's poisson: -88.0846 valid_0's huber: 29.1151
[23] valid_0's poisson: -88.1257 valid_0's huber: 29.0805
[24] valid_0's poisson: -88.1668 valid_0's huber: 29.0457
[25] valid_0's poisson: -88.2079 valid_0's huber: 29.011
[26] valid_0's poisson: -88.249 valid_0's huber: 28.9763
[27] valid_0's poisson: -88.2899 valid_0's huber: 28.9417
[28] valid_0's poisson: -88.3308 valid_0's huber: 28.9071
[29] valid_0's poisson: -88.3716 valid_0's huber: 28.8726
[30] valid_0's poisson: -88.4123 valid_0's huber: 28.8381
[31] valid_0's poisson: -88.453 valid_0's huber: 28.8037
[32] valid_0's poisson: -88.4935 valid_0's huber: 28.7693
[33] valid_0's poisson: -88.5341 valid_0's huber: 28.7349
[34] valid_0's poisson: -88.5745 valid_0's huber: 28.7006
[35] valid_0's poisson: -88.6152 valid_0's huber: 28.6661
[36] valid_0's poisson: -88.6557 valid_0's huber: 28.6317
[37] valid_0's poisson: -88.6962 valid_0's huber: 28.5973
[38] valid_0's poisson: -88.7367 valid_0's huber: 28.5629
[39] valid_0's poisson: -88.7771 valid_0's huber: 28.5284
[40] valid_0's poisson: -88.8177 valid_0's huber: 28.4938
[41] valid_0's poisson: -88.8582 valid_0's huber: 28.4594
[42] valid_0's poisson: -88.8986 valid_0's huber: 28.425
[43] valid_0's poisson: -88.9389 valid_0's huber: 28.3905
[44] valid_0's poisson: -88.9792 valid_0's huber: 28.3562
[45] valid_0's poisson: -89.0194 valid_0's huber: 28.3218
[46] valid_0's poisson: -89.0596 valid_0's huber: 28.2875
[47] valid_0's poisson: -89.0997 valid_0's huber: 28.2532
[48] valid_0's poisson: -89.1397 valid_0's huber: 28.2189
[49] valid_0's poisson: -89.1797 valid_0's huber: 28.1847
[50] valid_0's poisson: -89.2196 valid_0's huber: 28.1504
[51] valid_0's poisson: -89.2594 valid_0's huber: 28.1163
[52] valid_0's poisson: -89.2992 valid_0's huber: 28.0821
[53] valid_0's poisson: -89.3389 valid_0's huber: 28.048
[54] valid_0's poisson: -89.3786 valid_0's huber: 28.0138
[55] valid_0's poisson: -89.4183 valid_0's huber: 27.9798
[56] valid_0's poisson: -89.4579 valid_0's huber: 27.9458
[57] valid_0's poisson: -89.4975 valid_0's huber: 27.9117
[58] valid_0's poisson: -89.5369 valid_0's huber: 27.8778
[59] valid_0's poisson: -89.5764 valid_0's huber: 27.8438
[60] valid_0's poisson: -89.6158 valid_0's huber: 27.8099
[61] valid_0's poisson: -89.6552 valid_0's huber: 27.776
[62] valid_0's poisson: -89.6944 valid_0's huber: 27.7422
[63] valid_0's poisson: -89.7337 valid_0's huber: 27.7084
[64] valid_0's poisson: -89.7729 valid_0's huber: 27.6745
[65] valid_0's poisson: -89.812 valid_0's huber: 27.6408
[66] valid_0's poisson: -89.8511 valid_0's huber: 27.6071
[67] valid_0's poisson: -89.8901 valid_0's huber: 27.5733
[68] valid_0's poisson: -89.929 valid_0's huber: 27.5395
[69] valid_0's poisson: -89.9679 valid_0's huber: 27.5058
[70] valid_0's poisson: -90.0068 valid_0's huber: 27.472
[71] valid_0's poisson: -90.0455 valid_0's huber: 27.4383
[72] valid_0's poisson: -90.0843 valid_0's huber: 27.4046
[73] valid_0's poisson: -90.1229 valid_0's huber: 27.3709
[74] valid_0's poisson: -90.1615 valid_0's huber: 27.3373
[75] valid_0's poisson: -90.2001 valid_0's huber: 27.3037
[76] valid_0's poisson: -90.2385 valid_0's huber: 27.2701
[77] valid_0's poisson: -90.2769 valid_0's huber: 27.2366
[78] valid_0's poisson: -90.3153 valid_0's huber: 27.2031
[79] valid_0's poisson: -90.3536 valid_0's huber: 27.1696
[80] valid_0's poisson: -90.3919 valid_0's huber: 27.1361
[81] valid_0's poisson: -90.4301 valid_0's huber: 27.1027
[82] valid_0's poisson: -90.4682 valid_0's huber: 27.0694
[83] valid_0's poisson: -90.5063 valid_0's huber: 27.036
[84] valid_0's poisson: -90.5443 valid_0's huber: 27.0027
[85] valid_0's poisson: -90.5823 valid_0's huber: 26.9694
[86] valid_0's poisson: -90.6201 valid_0's huber: 26.9363
[87] valid_0's poisson: -90.6581 valid_0's huber: 26.903
[88] valid_0's poisson: -90.6959 valid_0's huber: 26.8699
[89] valid_0's poisson: -90.7337 valid_0's huber: 26.8367
[90] valid_0's poisson: -90.7715 valid_0's huber: 26.8036
[91] valid_0's poisson: -90.8091 valid_0's huber: 26.7706
[92] valid_0's poisson: -90.8464 valid_0's huber: 26.7376
[93] valid_0's poisson: -90.8836 valid_0's huber: 26.7047
[94] valid_0's poisson: -90.9207 valid_0's huber: 26.6719
[95] valid_0's poisson: -90.9578 valid_0's huber: 26.6391
[96] valid_0's poisson: -90.9949 valid_0's huber: 26.6063
[97] valid_0's poisson: -91.0318 valid_0's huber: 26.5736
[98] valid_0's poisson: -91.0687 valid_0's huber: 26.5409
[99] valid_0's poisson: -91.1055 valid_0's huber: 26.5082
[100] valid_0's poisson: -91.1422 valid_0's huber: 26.4756
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=10, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2157 valid_0's huber: 29.777
[2] valid_0's poisson: -87.2577 valid_0's huber: 29.7424
[3] valid_0's poisson: -87.2996 valid_0's huber: 29.7078
[4] valid_0's poisson: -87.3415 valid_0's huber: 29.6732
[5] valid_0's poisson: -87.3833 valid_0's huber: 29.6386
[6] valid_0's poisson: -87.425 valid_0's huber: 29.604
[7] valid_0's poisson: -87.4668 valid_0's huber: 29.5695
[8] valid_0's poisson: -87.5085 valid_0's huber: 29.5351
[9] valid_0's poisson: -87.5502 valid_0's huber: 29.5007
[10] valid_0's poisson: -87.5918 valid_0's huber: 29.4663
[11] valid_0's poisson: -87.6334 valid_0's huber: 29.432
[12] valid_0's poisson: -87.6749 valid_0's huber: 29.3976
[13] valid_0's poisson: -87.7163 valid_0's huber: 29.3634
[14] valid_0's poisson: -87.7577 valid_0's huber: 29.3291
[15] valid_0's poisson: -87.799 valid_0's huber: 29.2949
[16] valid_0's poisson: -87.8402 valid_0's huber: 29.2607
[17] valid_0's poisson: -87.8814 valid_0's huber: 29.2265
[18] valid_0's poisson: -87.9225 valid_0's huber: 29.1923
[19] valid_0's poisson: -87.9635 valid_0's huber: 29.1582
[20] valid_0's poisson: -88.0045 valid_0's huber: 29.1241
[21] valid_0's poisson: -88.0455 valid_0's huber: 29.0901
[22] valid_0's poisson: -88.0863 valid_0's huber: 29.0561
[23] valid_0's poisson: -88.1271 valid_0's huber: 29.0221
[24] valid_0's poisson: -88.1679 valid_0's huber: 28.9881
[25] valid_0's poisson: -88.2086 valid_0's huber: 28.9542
[26] valid_0's poisson: -88.2492 valid_0's huber: 28.9203
[27] valid_0's poisson: -88.2898 valid_0's huber: 28.8864
[28] valid_0's poisson: -88.3303 valid_0's huber: 28.8526
[29] valid_0's poisson: -88.3707 valid_0's huber: 28.8188
[30] valid_0's poisson: -88.4109 valid_0's huber: 28.7853
[31] valid_0's poisson: -88.4511 valid_0's huber: 28.7518
[32] valid_0's poisson: -88.4911 valid_0's huber: 28.7184
[33] valid_0's poisson: -88.5312 valid_0's huber: 28.6849
[34] valid_0's poisson: -88.5711 valid_0's huber: 28.6515
[35] valid_0's poisson: -88.611 valid_0's huber: 28.6182
[36] valid_0's poisson: -88.6509 valid_0's huber: 28.5848
[37] valid_0's poisson: -88.6908 valid_0's huber: 28.5514
[38] valid_0's poisson: -88.7306 valid_0's huber: 28.518
[39] valid_0's poisson: -88.7703 valid_0's huber: 28.4847
[40] valid_0's poisson: -88.81 valid_0's huber: 28.4514
[41] valid_0's poisson: -88.8496 valid_0's huber: 28.4181
[42] valid_0's poisson: -88.8892 valid_0's huber: 28.3849
[43] valid_0's poisson: -88.9287 valid_0's huber: 28.3517
[44] valid_0's poisson: -88.9682 valid_0's huber: 28.3185
[45] valid_0's poisson: -89.0076 valid_0's huber: 28.2853
[46] valid_0's poisson: -89.0469 valid_0's huber: 28.2522
[47] valid_0's poisson: -89.0862 valid_0's huber: 28.2191
[48] valid_0's poisson: -89.1254 valid_0's huber: 28.186
[49] valid_0's poisson: -89.1646 valid_0's huber: 28.1529
[50] valid_0's poisson: -89.2037 valid_0's huber: 28.1199
[51] valid_0's poisson: -89.2428 valid_0's huber: 28.0869
[52] valid_0's poisson: -89.2818 valid_0's huber: 28.054
[53] valid_0's poisson: -89.3207 valid_0's huber: 28.0211
[54] valid_0's poisson: -89.3596 valid_0's huber: 27.9882
[55] valid_0's poisson: -89.3985 valid_0's huber: 27.9553
[56] valid_0's poisson: -89.4373 valid_0's huber: 27.9224
[57] valid_0's poisson: -89.476 valid_0's huber: 27.8896
[58] valid_0's poisson: -89.5147 valid_0's huber: 27.8568
[59] valid_0's poisson: -89.5533 valid_0's huber: 27.824
[60] valid_0's poisson: -89.5918 valid_0's huber: 27.7913
[61] valid_0's poisson: -89.6304 valid_0's huber: 27.7585
[62] valid_0's poisson: -89.6688 valid_0's huber: 27.7258
[63] valid_0's poisson: -89.7072 valid_0's huber: 27.6932
[64] valid_0's poisson: -89.7455 valid_0's huber: 27.6605
[65] valid_0's poisson: -89.7838 valid_0's huber: 27.6279
[66] valid_0's poisson: -89.8221 valid_0's huber: 27.5952
[67] valid_0's poisson: -89.8602 valid_0's huber: 27.5627
[68] valid_0's poisson: -89.8984 valid_0's huber: 27.5301
[69] valid_0's poisson: -89.9365 valid_0's huber: 27.4975
[70] valid_0's poisson: -89.9744 valid_0's huber: 27.4651
[71] valid_0's poisson: -90.0124 valid_0's huber: 27.4325
[72] valid_0's poisson: -90.0504 valid_0's huber: 27.4001
[73] valid_0's poisson: -90.0882 valid_0's huber: 27.3676
[74] valid_0's poisson: -90.126 valid_0's huber: 27.3352
[75] valid_0's poisson: -90.1638 valid_0's huber: 27.3028
[76] valid_0's poisson: -90.2015 valid_0's huber: 27.2705
[77] valid_0's poisson: -90.2391 valid_0's huber: 27.2381
[78] valid_0's poisson: -90.2766 valid_0's huber: 27.2059
[79] valid_0's poisson: -90.3142 valid_0's huber: 27.1736
[80] valid_0's poisson: -90.3517 valid_0's huber: 27.1413
[81] valid_0's poisson: -90.389 valid_0's huber: 27.1092
[82] valid_0's poisson: -90.4264 valid_0's huber: 27.0769
[83] valid_0's poisson: -90.4637 valid_0's huber: 27.0448
[84] valid_0's poisson: -90.5009 valid_0's huber: 27.0127
[85] valid_0's poisson: -90.5381 valid_0's huber: 26.9806
[86] valid_0's poisson: -90.5752 valid_0's huber: 26.9486
[87] valid_0's poisson: -90.6123 valid_0's huber: 26.9165
[88] valid_0's poisson: -90.6493 valid_0's huber: 26.8845
[89] valid_0's poisson: -90.6862 valid_0's huber: 26.8525
[90] valid_0's poisson: -90.7233 valid_0's huber: 26.8203
[91] valid_0's poisson: -90.7601 valid_0's huber: 26.7885
[92] valid_0's poisson: -90.7968 valid_0's huber: 26.7566
[93] valid_0's poisson: -90.8338 valid_0's huber: 26.7244
[94] valid_0's poisson: -90.8705 valid_0's huber: 26.6926
[95] valid_0's poisson: -90.9073 valid_0's huber: 26.6607
[96] valid_0's poisson: -90.9439 valid_0's huber: 26.6288
[97] valid_0's poisson: -90.9806 valid_0's huber: 26.5968
[98] valid_0's poisson: -91.0172 valid_0's huber: 26.5651
[99] valid_0's poisson: -91.0537 valid_0's huber: 26.5333
[100] valid_0's poisson: -91.0901 valid_0's huber: 26.5016
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2156 valid_0's huber: 29.7757
[2] valid_0's poisson: -87.2572 valid_0's huber: 29.7415
[3] valid_0's poisson: -87.2987 valid_0's huber: 29.7075
[4] valid_0's poisson: -87.3402 valid_0's huber: 29.6734
[5] valid_0's poisson: -87.3816 valid_0's huber: 29.6395
[6] valid_0's poisson: -87.4229 valid_0's huber: 29.6054
[7] valid_0's poisson: -87.4642 valid_0's huber: 29.5715
[8] valid_0's poisson: -87.5054 valid_0's huber: 29.5375
[9] valid_0's poisson: -87.5466 valid_0's huber: 29.5037
[10] valid_0's poisson: -87.5877 valid_0's huber: 29.4698
[11] valid_0's poisson: -87.6287 valid_0's huber: 29.436
[12] valid_0's poisson: -87.6696 valid_0's huber: 29.4023
[13] valid_0's poisson: -87.7106 valid_0's huber: 29.3684
[14] valid_0's poisson: -87.7513 valid_0's huber: 29.3348
[15] valid_0's poisson: -87.7921 valid_0's huber: 29.301
[16] valid_0's poisson: -87.8327 valid_0's huber: 29.2675
[17] valid_0's poisson: -87.8733 valid_0's huber: 29.2337
[18] valid_0's poisson: -87.9138 valid_0's huber: 29.2002
[19] valid_0's poisson: -87.9543 valid_0's huber: 29.1665
[20] valid_0's poisson: -87.9947 valid_0's huber: 29.133
[21] valid_0's poisson: -88.0351 valid_0's huber: 29.0994
[22] valid_0's poisson: -88.0754 valid_0's huber: 29.066
[23] valid_0's poisson: -88.1156 valid_0's huber: 29.0324
[24] valid_0's poisson: -88.1557 valid_0's huber: 28.9991
[25] valid_0's poisson: -88.1959 valid_0's huber: 28.9656
[26] valid_0's poisson: -88.2359 valid_0's huber: 28.9323
[27] valid_0's poisson: -88.2759 valid_0's huber: 28.8988
[28] valid_0's poisson: -88.3158 valid_0's huber: 28.8655
[29] valid_0's poisson: -88.3557 valid_0's huber: 28.8321
[30] valid_0's poisson: -88.3963 valid_0's huber: 28.7979
[31] valid_0's poisson: -88.4368 valid_0's huber: 28.7637
[32] valid_0's poisson: -88.4773 valid_0's huber: 28.7295
[33] valid_0's poisson: -88.5177 valid_0's huber: 28.6953
[34] valid_0's poisson: -88.5581 valid_0's huber: 28.6612
[35] valid_0's poisson: -88.5983 valid_0's huber: 28.6271
[36] valid_0's poisson: -88.6386 valid_0's huber: 28.593
[37] valid_0's poisson: -88.6788 valid_0's huber: 28.559
[38] valid_0's poisson: -88.7189 valid_0's huber: 28.525
[39] valid_0's poisson: -88.7589 valid_0's huber: 28.491
[40] valid_0's poisson: -88.7989 valid_0's huber: 28.457
[41] valid_0's poisson: -88.8388 valid_0's huber: 28.4231
[42] valid_0's poisson: -88.8787 valid_0's huber: 28.3892
[43] valid_0's poisson: -88.9185 valid_0's huber: 28.3553
[44] valid_0's poisson: -88.9583 valid_0's huber: 28.3215
[45] valid_0's poisson: -88.998 valid_0's huber: 28.2877
[46] valid_0's poisson: -89.0378 valid_0's huber: 28.2539
[47] valid_0's poisson: -89.0776 valid_0's huber: 28.2201
[48] valid_0's poisson: -89.1174 valid_0's huber: 28.1863
[49] valid_0's poisson: -89.1572 valid_0's huber: 28.1524
[50] valid_0's poisson: -89.197 valid_0's huber: 28.1186
[51] valid_0's poisson: -89.2366 valid_0's huber: 28.0849
[52] valid_0's poisson: -89.2762 valid_0's huber: 28.0511
[53] valid_0's poisson: -89.3157 valid_0's huber: 28.0175
[54] valid_0's poisson: -89.3552 valid_0's huber: 27.9837
[55] valid_0's poisson: -89.3947 valid_0's huber: 27.95
[56] valid_0's poisson: -89.434 valid_0's huber: 27.9165
[57] valid_0's poisson: -89.4733 valid_0's huber: 27.8828
[58] valid_0's poisson: -89.5125 valid_0's huber: 27.8493
[59] valid_0's poisson: -89.5518 valid_0's huber: 27.8156
[60] valid_0's poisson: -89.591 valid_0's huber: 27.782
[61] valid_0's poisson: -89.63 valid_0's huber: 27.7485
[62] valid_0's poisson: -89.6692 valid_0's huber: 27.7149
[63] valid_0's poisson: -89.7082 valid_0's huber: 27.6815
[64] valid_0's poisson: -89.7472 valid_0's huber: 27.6479
[65] valid_0's poisson: -89.7861 valid_0's huber: 27.6144
[66] valid_0's poisson: -89.8249 valid_0's huber: 27.581
[67] valid_0's poisson: -89.8638 valid_0's huber: 27.5475
[68] valid_0's poisson: -89.9027 valid_0's huber: 27.514
[69] valid_0's poisson: -89.9412 valid_0's huber: 27.4808
[70] valid_0's poisson: -89.9799 valid_0's huber: 27.4474
[71] valid_0's poisson: -90.0185 valid_0's huber: 27.4141
[72] valid_0's poisson: -90.0571 valid_0's huber: 27.3808
[73] valid_0's poisson: -90.0956 valid_0's huber: 27.3474
[74] valid_0's poisson: -90.1339 valid_0's huber: 27.3143
[75] valid_0's poisson: -90.1724 valid_0's huber: 27.281
[76] valid_0's poisson: -90.2106 valid_0's huber: 27.2479
[77] valid_0's poisson: -90.2489 valid_0's huber: 27.2147
[78] valid_0's poisson: -90.2871 valid_0's huber: 27.1816
[79] valid_0's poisson: -90.3252 valid_0's huber: 27.1485
[80] valid_0's poisson: -90.3633 valid_0's huber: 27.1154
[81] valid_0's poisson: -90.4013 valid_0's huber: 27.0825
[82] valid_0's poisson: -90.4393 valid_0's huber: 27.0495
[83] valid_0's poisson: -90.4773 valid_0's huber: 27.0165
[84] valid_0's poisson: -90.5151 valid_0's huber: 26.9836
[85] valid_0's poisson: -90.553 valid_0's huber: 26.9506
[86] valid_0's poisson: -90.5906 valid_0's huber: 26.9178
[87] valid_0's poisson: -90.6284 valid_0's huber: 26.885
[88] valid_0's poisson: -90.6659 valid_0's huber: 26.8523
[89] valid_0's poisson: -90.7035 valid_0's huber: 26.8194
[90] valid_0's poisson: -90.741 valid_0's huber: 26.7867
[91] valid_0's poisson: -90.7785 valid_0's huber: 26.754
[92] valid_0's poisson: -90.8159 valid_0's huber: 26.7213
[93] valid_0's poisson: -90.8532 valid_0's huber: 26.6887
[94] valid_0's poisson: -90.8905 valid_0's huber: 26.6561
[95] valid_0's poisson: -90.9278 valid_0's huber: 26.6235
[96] valid_0's poisson: -90.9649 valid_0's huber: 26.5911
[97] valid_0's poisson: -91.002 valid_0's huber: 26.5586
[98] valid_0's poisson: -91.0391 valid_0's huber: 26.5261
[99] valid_0's poisson: -91.076 valid_0's huber: 26.4939
[100] valid_0's poisson: -91.1129 valid_0's huber: 26.4616
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2118 valid_0's huber: 29.8078
[2] valid_0's poisson: -87.2541 valid_0's huber: 29.7727
[3] valid_0's poisson: -87.2962 valid_0's huber: 29.7377
[4] valid_0's poisson: -87.3383 valid_0's huber: 29.7027
[5] valid_0's poisson: -87.3803 valid_0's huber: 29.6677
[6] valid_0's poisson: -87.4222 valid_0's huber: 29.6328
[7] valid_0's poisson: -87.4641 valid_0's huber: 29.5979
[8] valid_0's poisson: -87.5059 valid_0's huber: 29.563
[9] valid_0's poisson: -87.5477 valid_0's huber: 29.5281
[10] valid_0's poisson: -87.5894 valid_0's huber: 29.4933
[11] valid_0's poisson: -87.631 valid_0's huber: 29.4585
[12] valid_0's poisson: -87.6726 valid_0's huber: 29.4237
[13] valid_0's poisson: -87.7141 valid_0's huber: 29.389
[14] valid_0's poisson: -87.7555 valid_0's huber: 29.3542
[15] valid_0's poisson: -87.7969 valid_0's huber: 29.3196
[16] valid_0's poisson: -87.8382 valid_0's huber: 29.2849
[17] valid_0's poisson: -87.8795 valid_0's huber: 29.2503
[18] valid_0's poisson: -87.9207 valid_0's huber: 29.2157
[19] valid_0's poisson: -87.9618 valid_0's huber: 29.1812
[20] valid_0's poisson: -88.0029 valid_0's huber: 29.1466
[21] valid_0's poisson: -88.0439 valid_0's huber: 29.1121
[22] valid_0's poisson: -88.0848 valid_0's huber: 29.0776
[23] valid_0's poisson: -88.1257 valid_0's huber: 29.0431
[24] valid_0's poisson: -88.1665 valid_0's huber: 29.0087
[25] valid_0's poisson: -88.2073 valid_0's huber: 28.9743
[26] valid_0's poisson: -88.248 valid_0's huber: 28.9399
[27] valid_0's poisson: -88.2886 valid_0's huber: 28.9056
[28] valid_0's poisson: -88.3292 valid_0's huber: 28.8713
[29] valid_0's poisson: -88.3697 valid_0's huber: 28.837
[30] valid_0's poisson: -88.4104 valid_0's huber: 28.8028
[31] valid_0's poisson: -88.451 valid_0's huber: 28.7686
[32] valid_0's poisson: -88.4916 valid_0's huber: 28.7344
[33] valid_0's poisson: -88.5321 valid_0's huber: 28.7002
[34] valid_0's poisson: -88.5726 valid_0's huber: 28.6661
[35] valid_0's poisson: -88.613 valid_0's huber: 28.6319
[36] valid_0's poisson: -88.6533 valid_0's huber: 28.5979
[37] valid_0's poisson: -88.6935 valid_0's huber: 28.5637
[38] valid_0's poisson: -88.7338 valid_0's huber: 28.5297
[39] valid_0's poisson: -88.7739 valid_0's huber: 28.4957
[40] valid_0's poisson: -88.814 valid_0's huber: 28.4617
[41] valid_0's poisson: -88.8539 valid_0's huber: 28.4277
[42] valid_0's poisson: -88.8939 valid_0's huber: 28.3938
[43] valid_0's poisson: -88.9338 valid_0's huber: 28.3599
[44] valid_0's poisson: -88.9737 valid_0's huber: 28.326
[45] valid_0's poisson: -89.0134 valid_0's huber: 28.2922
[46] valid_0's poisson: -89.0532 valid_0's huber: 28.2584
[47] valid_0's poisson: -89.0928 valid_0's huber: 28.2246
[48] valid_0's poisson: -89.1325 valid_0's huber: 28.1908
[49] valid_0's poisson: -89.172 valid_0's huber: 28.1571
[50] valid_0's poisson: -89.2114 valid_0's huber: 28.1234
[51] valid_0's poisson: -89.2509 valid_0's huber: 28.0898
[52] valid_0's poisson: -89.2902 valid_0's huber: 28.0561
[53] valid_0's poisson: -89.3296 valid_0's huber: 28.0226
[54] valid_0's poisson: -89.3688 valid_0's huber: 27.989
[55] valid_0's poisson: -89.408 valid_0's huber: 27.9555
[56] valid_0's poisson: -89.4471 valid_0's huber: 27.9219
[57] valid_0's poisson: -89.4862 valid_0's huber: 27.8885
[58] valid_0's poisson: -89.525 valid_0's huber: 27.8552
[59] valid_0's poisson: -89.564 valid_0's huber: 27.8218
[60] valid_0's poisson: -89.6027 valid_0's huber: 27.7886
[61] valid_0's poisson: -89.6413 valid_0's huber: 27.7555
[62] valid_0's poisson: -89.6802 valid_0's huber: 27.7221
[63] valid_0's poisson: -89.7187 valid_0's huber: 27.689
[64] valid_0's poisson: -89.7574 valid_0's huber: 27.6557
[65] valid_0's poisson: -89.7959 valid_0's huber: 27.6227
[66] valid_0's poisson: -89.8345 valid_0's huber: 27.5894
[67] valid_0's poisson: -89.8728 valid_0's huber: 27.5564
[68] valid_0's poisson: -89.9113 valid_0's huber: 27.5232
[69] valid_0's poisson: -89.9498 valid_0's huber: 27.49
[70] valid_0's poisson: -89.9879 valid_0's huber: 27.4571
[71] valid_0's poisson: -90.0263 valid_0's huber: 27.424
[72] valid_0's poisson: -90.0646 valid_0's huber: 27.3909
[73] valid_0's poisson: -90.1027 valid_0's huber: 27.3581
[74] valid_0's poisson: -90.141 valid_0's huber: 27.3251
[75] valid_0's poisson: -90.1789 valid_0's huber: 27.2923
[76] valid_0's poisson: -90.2168 valid_0's huber: 27.2595
[77] valid_0's poisson: -90.2549 valid_0's huber: 27.2265
[78] valid_0's poisson: -90.2926 valid_0's huber: 27.1938
[79] valid_0's poisson: -90.3301 valid_0's huber: 27.1611
[80] valid_0's poisson: -90.3677 valid_0's huber: 27.1285
[81] valid_0's poisson: -90.4054 valid_0's huber: 27.0957
[82] valid_0's poisson: -90.4428 valid_0's huber: 27.063
[83] valid_0's poisson: -90.4803 valid_0's huber: 27.0303
[84] valid_0's poisson: -90.5177 valid_0's huber: 26.9978
[85] valid_0's poisson: -90.5551 valid_0's huber: 26.9651
[86] valid_0's poisson: -90.5924 valid_0's huber: 26.9325
[87] valid_0's poisson: -90.6297 valid_0's huber: 26.8997
[88] valid_0's poisson: -90.6668 valid_0's huber: 26.8673
[89] valid_0's poisson: -90.7041 valid_0's huber: 26.8347
[90] valid_0's poisson: -90.7411 valid_0's huber: 26.8022
[91] valid_0's poisson: -90.7782 valid_0's huber: 26.7698
[92] valid_0's poisson: -90.8151 valid_0's huber: 26.7374
[93] valid_0's poisson: -90.8521 valid_0's huber: 26.705
[94] valid_0's poisson: -90.889 valid_0's huber: 26.6727
[95] valid_0's poisson: -90.9256 valid_0's huber: 26.6406
[96] valid_0's poisson: -90.9625 valid_0's huber: 26.6082
[97] valid_0's poisson: -90.9993 valid_0's huber: 26.5759
[98] valid_0's poisson: -91.0359 valid_0's huber: 26.5438
[99] valid_0's poisson: -91.0726 valid_0's huber: 26.5115
[100] valid_0's poisson: -91.1091 valid_0's huber: 26.4795
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2184 valid_0's huber: 29.7587
[2] valid_0's poisson: -87.2608 valid_0's huber: 29.7238
[3] valid_0's poisson: -87.303 valid_0's huber: 29.689
[4] valid_0's poisson: -87.3453 valid_0's huber: 29.6542
[5] valid_0's poisson: -87.3874 valid_0's huber: 29.6194
[6] valid_0's poisson: -87.4295 valid_0's huber: 29.5846
[7] valid_0's poisson: -87.4715 valid_0's huber: 29.5498
[8] valid_0's poisson: -87.5135 valid_0's huber: 29.5151
[9] valid_0's poisson: -87.5554 valid_0's huber: 29.4804
[10] valid_0's poisson: -87.5972 valid_0's huber: 29.4458
[11] valid_0's poisson: -87.6389 valid_0's huber: 29.4111
[12] valid_0's poisson: -87.6806 valid_0's huber: 29.3765
[13] valid_0's poisson: -87.7223 valid_0's huber: 29.3419
[14] valid_0's poisson: -87.7638 valid_0's huber: 29.3074
[15] valid_0's poisson: -87.8053 valid_0's huber: 29.2728
[16] valid_0's poisson: -87.8467 valid_0's huber: 29.2384
[17] valid_0's poisson: -87.888 valid_0's huber: 29.2039
[18] valid_0's poisson: -87.9293 valid_0's huber: 29.1695
[19] valid_0's poisson: -87.9705 valid_0's huber: 29.1351
[20] valid_0's poisson: -88.0117 valid_0's huber: 29.1007
[21] valid_0's poisson: -88.0528 valid_0's huber: 29.0664
[22] valid_0's poisson: -88.0938 valid_0's huber: 29.0321
[23] valid_0's poisson: -88.1348 valid_0's huber: 28.9978
[24] valid_0's poisson: -88.1757 valid_0's huber: 28.9635
[25] valid_0's poisson: -88.2166 valid_0's huber: 28.9292
[26] valid_0's poisson: -88.2574 valid_0's huber: 28.895
[27] valid_0's poisson: -88.2981 valid_0's huber: 28.8609
[28] valid_0's poisson: -88.3391 valid_0's huber: 28.8265
[29] valid_0's poisson: -88.38 valid_0's huber: 28.7922
[30] valid_0's poisson: -88.4203 valid_0's huber: 28.7583
[31] valid_0's poisson: -88.4611 valid_0's huber: 28.7241
[32] valid_0's poisson: -88.5018 valid_0's huber: 28.6898
[33] valid_0's poisson: -88.5419 valid_0's huber: 28.656
[34] valid_0's poisson: -88.5825 valid_0's huber: 28.6218
[35] valid_0's poisson: -88.6231 valid_0's huber: 28.5877
[36] valid_0's poisson: -88.6636 valid_0's huber: 28.5535
[37] valid_0's poisson: -88.7035 valid_0's huber: 28.5198
[38] valid_0's poisson: -88.7438 valid_0's huber: 28.4858
[39] valid_0's poisson: -88.7836 valid_0's huber: 28.4521
[40] valid_0's poisson: -88.8234 valid_0's huber: 28.4185
[41] valid_0's poisson: -88.8635 valid_0's huber: 28.3846
[42] valid_0's poisson: -88.9036 valid_0's huber: 28.3506
[43] valid_0's poisson: -88.9434 valid_0's huber: 28.3168
[44] valid_0's poisson: -88.9834 valid_0's huber: 28.283
[45] valid_0's poisson: -89.0234 valid_0's huber: 28.2492
[46] valid_0's poisson: -89.063 valid_0's huber: 28.2155
[47] valid_0's poisson: -89.1029 valid_0's huber: 28.1817
[48] valid_0's poisson: -89.1427 valid_0's huber: 28.148
[49] valid_0's poisson: -89.1824 valid_0's huber: 28.1142
[50] valid_0's poisson: -89.2221 valid_0's huber: 28.0805
[51] valid_0's poisson: -89.2617 valid_0's huber: 28.0468
[52] valid_0's poisson: -89.3012 valid_0's huber: 28.0132
[53] valid_0's poisson: -89.3402 valid_0's huber: 27.9799
[54] valid_0's poisson: -89.3796 valid_0's huber: 27.9464
[55] valid_0's poisson: -89.419 valid_0's huber: 27.9128
[56] valid_0's poisson: -89.4583 valid_0's huber: 27.8793
[57] valid_0's poisson: -89.4976 valid_0's huber: 27.8458
[58] valid_0's poisson: -89.5368 valid_0's huber: 27.8123
[59] valid_0's poisson: -89.5761 valid_0's huber: 27.7787
[60] valid_0's poisson: -89.6152 valid_0's huber: 27.7452
[61] valid_0's poisson: -89.6543 valid_0's huber: 27.7118
[62] valid_0's poisson: -89.6933 valid_0's huber: 27.6783
[63] valid_0's poisson: -89.7323 valid_0's huber: 27.645
[64] valid_0's poisson: -89.7707 valid_0's huber: 27.6119
[65] valid_0's poisson: -89.8095 valid_0's huber: 27.5787
[66] valid_0's poisson: -89.8482 valid_0's huber: 27.5455
[67] valid_0's poisson: -89.8869 valid_0's huber: 27.5122
[68] valid_0's poisson: -89.9255 valid_0's huber: 27.4791
[69] valid_0's poisson: -89.9638 valid_0's huber: 27.446
[70] valid_0's poisson: -90.0023 valid_0's huber: 27.4129
[71] valid_0's poisson: -90.0408 valid_0's huber: 27.3798
[72] valid_0's poisson: -90.0792 valid_0's huber: 27.3467
[73] valid_0's poisson: -90.1176 valid_0's huber: 27.3137
[74] valid_0's poisson: -90.1555 valid_0's huber: 27.2808
[75] valid_0's poisson: -90.1938 valid_0's huber: 27.2478
[76] valid_0's poisson: -90.2319 valid_0's huber: 27.2149
[77] valid_0's poisson: -90.2699 valid_0's huber: 27.1821
[78] valid_0's poisson: -90.308 valid_0's huber: 27.1492
[79] valid_0's poisson: -90.3459 valid_0's huber: 27.1164
[80] valid_0's poisson: -90.3839 valid_0's huber: 27.0836
[81] valid_0's poisson: -90.4214 valid_0's huber: 27.0509
[82] valid_0's poisson: -90.4592 valid_0's huber: 27.0182
[83] valid_0's poisson: -90.497 valid_0's huber: 26.9856
[84] valid_0's poisson: -90.5347 valid_0's huber: 26.9528
[85] valid_0's poisson: -90.5723 valid_0's huber: 26.9203
[86] valid_0's poisson: -90.6097 valid_0's huber: 26.8878
[87] valid_0's poisson: -90.6471 valid_0's huber: 26.8554
[88] valid_0's poisson: -90.6844 valid_0's huber: 26.8231
[89] valid_0's poisson: -90.7215 valid_0's huber: 26.7907
[90] valid_0's poisson: -90.7587 valid_0's huber: 26.7583
[91] valid_0's poisson: -90.7959 valid_0's huber: 26.726
[92] valid_0's poisson: -90.8329 valid_0's huber: 26.6937
[93] valid_0's poisson: -90.87 valid_0's huber: 26.6614
[94] valid_0's poisson: -90.9072 valid_0's huber: 26.629
[95] valid_0's poisson: -90.9441 valid_0's huber: 26.5968
[96] valid_0's poisson: -90.9811 valid_0's huber: 26.5645
[97] valid_0's poisson: -91.0179 valid_0's huber: 26.5324
[98] valid_0's poisson: -91.0547 valid_0's huber: 26.5003
[99] valid_0's poisson: -91.0916 valid_0's huber: 26.468
[100] valid_0's poisson: -91.1281 valid_0's huber: 26.436
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2046 valid_0's huber: 29.8506
[2] valid_0's poisson: -87.2468 valid_0's huber: 29.8158
[3] valid_0's poisson: -87.2876 valid_0's huber: 29.7812
[4] valid_0's poisson: -87.3284 valid_0's huber: 29.7466
[5] valid_0's poisson: -87.3704 valid_0's huber: 29.7119
[6] valid_0's poisson: -87.4111 valid_0's huber: 29.6773
[7] valid_0's poisson: -87.4529 valid_0's huber: 29.6427
[8] valid_0's poisson: -87.4935 valid_0's huber: 29.6082
[9] valid_0's poisson: -87.5352 valid_0's huber: 29.5736
[10] valid_0's poisson: -87.5766 valid_0's huber: 29.5394
[11] valid_0's poisson: -87.6179 valid_0's huber: 29.5052
[12] valid_0's poisson: -87.6594 valid_0's huber: 29.4707
[13] valid_0's poisson: -87.7007 valid_0's huber: 29.4365
[14] valid_0's poisson: -87.7422 valid_0's huber: 29.402
[15] valid_0's poisson: -87.7833 valid_0's huber: 29.3679
[16] valid_0's poisson: -87.8243 valid_0's huber: 29.3337
[17] valid_0's poisson: -87.8656 valid_0's huber: 29.2993
[18] valid_0's poisson: -87.9065 valid_0's huber: 29.2653
[19] valid_0's poisson: -87.9477 valid_0's huber: 29.2309
[20] valid_0's poisson: -87.9885 valid_0's huber: 29.197
[21] valid_0's poisson: -88.0292 valid_0's huber: 29.163
[22] valid_0's poisson: -88.0702 valid_0's huber: 29.1287
[23] valid_0's poisson: -88.1106 valid_0's huber: 29.0947
[24] valid_0's poisson: -88.1512 valid_0's huber: 29.0609
[25] valid_0's poisson: -88.1915 valid_0's huber: 29.0269
[26] valid_0's poisson: -88.2323 valid_0's huber: 28.9927
[27] valid_0's poisson: -88.2727 valid_0's huber: 28.9589
[28] valid_0's poisson: -88.3129 valid_0's huber: 28.9251
[29] valid_0's poisson: -88.3534 valid_0's huber: 28.8911
[30] valid_0's poisson: -88.3939 valid_0's huber: 28.857
[31] valid_0's poisson: -88.4339 valid_0's huber: 28.8232
[32] valid_0's poisson: -88.4743 valid_0's huber: 28.7892
[33] valid_0's poisson: -88.5143 valid_0's huber: 28.7556
[34] valid_0's poisson: -88.5543 valid_0's huber: 28.7221
[35] valid_0's poisson: -88.594 valid_0's huber: 28.6884
[36] valid_0's poisson: -88.6342 valid_0's huber: 28.6545
[37] valid_0's poisson: -88.6742 valid_0's huber: 28.6206
[38] valid_0's poisson: -88.714 valid_0's huber: 28.5871
[39] valid_0's poisson: -88.754 valid_0's huber: 28.5533
[40] valid_0's poisson: -88.7937 valid_0's huber: 28.5198
[41] valid_0's poisson: -88.8331 valid_0's huber: 28.4862
[42] valid_0's poisson: -88.873 valid_0's huber: 28.4524
[43] valid_0's poisson: -88.9127 valid_0's huber: 28.4187
[44] valid_0's poisson: -88.9524 valid_0's huber: 28.385
[45] valid_0's poisson: -88.9918 valid_0's huber: 28.3517
[46] valid_0's poisson: -89.0315 valid_0's huber: 28.318
[47] valid_0's poisson: -89.0706 valid_0's huber: 28.2845
[48] valid_0's poisson: -89.1103 valid_0's huber: 28.2507
[49] valid_0's poisson: -89.1495 valid_0's huber: 28.2174
[50] valid_0's poisson: -89.1891 valid_0's huber: 28.1836
[51] valid_0's poisson: -89.2283 valid_0's huber: 28.1504
[52] valid_0's poisson: -89.2675 valid_0's huber: 28.1169
[53] valid_0's poisson: -89.3067 valid_0's huber: 28.0834
[54] valid_0's poisson: -89.3458 valid_0's huber: 28.05
[55] valid_0's poisson: -89.385 valid_0's huber: 28.0166
[56] valid_0's poisson: -89.4242 valid_0's huber: 27.9829
[57] valid_0's poisson: -89.4629 valid_0's huber: 27.9497
[58] valid_0's poisson: -89.5018 valid_0's huber: 27.9163
[59] valid_0's poisson: -89.541 valid_0's huber: 27.8827
[60] valid_0's poisson: -89.5798 valid_0's huber: 27.8494
[61] valid_0's poisson: -89.6188 valid_0's huber: 27.8159
[62] valid_0's poisson: -89.6576 valid_0's huber: 27.7826
[63] valid_0's poisson: -89.6965 valid_0's huber: 27.7491
[64] valid_0's poisson: -89.7352 valid_0's huber: 27.7158
[65] valid_0's poisson: -89.7736 valid_0's huber: 27.6829
[66] valid_0's poisson: -89.8123 valid_0's huber: 27.6495
[67] valid_0's poisson: -89.8508 valid_0's huber: 27.6163
[68] valid_0's poisson: -89.8889 valid_0's huber: 27.5833
[69] valid_0's poisson: -89.9274 valid_0's huber: 27.55
[70] valid_0's poisson: -89.9659 valid_0's huber: 27.5167
[71] valid_0's poisson: -90.0041 valid_0's huber: 27.4838
[72] valid_0's poisson: -90.0424 valid_0's huber: 27.4507
[73] valid_0's poisson: -90.0807 valid_0's huber: 27.4176
[74] valid_0's poisson: -90.119 valid_0's huber: 27.3844
[75] valid_0's poisson: -90.1569 valid_0's huber: 27.3517
[76] valid_0's poisson: -90.195 valid_0's huber: 27.3187
[77] valid_0's poisson: -90.2326 valid_0's huber: 27.286
[78] valid_0's poisson: -90.2706 valid_0's huber: 27.2531
[79] valid_0's poisson: -90.3086 valid_0's huber: 27.2201
[80] valid_0's poisson: -90.3465 valid_0's huber: 27.1874
[81] valid_0's poisson: -90.3842 valid_0's huber: 27.1547
[82] valid_0's poisson: -90.422 valid_0's huber: 27.1218
[83] valid_0's poisson: -90.4595 valid_0's huber: 27.0894
[84] valid_0's poisson: -90.4972 valid_0's huber: 27.0566
[85] valid_0's poisson: -90.5345 valid_0's huber: 27.0243
[86] valid_0's poisson: -90.572 valid_0's huber: 26.9917
[87] valid_0's poisson: -90.6093 valid_0's huber: 26.9593
[88] valid_0's poisson: -90.6467 valid_0's huber: 26.9268
[89] valid_0's poisson: -90.684 valid_0's huber: 26.8943
[90] valid_0's poisson: -90.7214 valid_0's huber: 26.8617
[91] valid_0's poisson: -90.7587 valid_0's huber: 26.8292
[92] valid_0's poisson: -90.7959 valid_0's huber: 26.7967
[93] valid_0's poisson: -90.8331 valid_0's huber: 26.7643
[94] valid_0's poisson: -90.8702 valid_0's huber: 26.7318
[95] valid_0's poisson: -90.9071 valid_0's huber: 26.6995
[96] valid_0's poisson: -90.9441 valid_0's huber: 26.6672
[97] valid_0's poisson: -90.9809 valid_0's huber: 26.6349
[98] valid_0's poisson: -91.0179 valid_0's huber: 26.6025
[99] valid_0's poisson: -91.0547 valid_0's huber: 26.5703
[100] valid_0's poisson: -91.0915 valid_0's huber: 26.538
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.01, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3409 valid_0's huber: 29.6737
[2] valid_0's poisson: -87.5073 valid_0's huber: 29.536
[3] valid_0's poisson: -87.6731 valid_0's huber: 29.3988
[4] valid_0's poisson: -87.838 valid_0's huber: 29.2622
[5] valid_0's poisson: -88.0018 valid_0's huber: 29.126
[6] valid_0's poisson: -88.1648 valid_0's huber: 28.9903
[7] valid_0's poisson: -88.3267 valid_0's huber: 28.8551
[8] valid_0's poisson: -88.4877 valid_0's huber: 28.7207
[9] valid_0's poisson: -88.647 valid_0's huber: 28.5874
[10] valid_0's poisson: -88.8053 valid_0's huber: 28.4547
[11] valid_0's poisson: -88.963 valid_0's huber: 28.3222
[12] valid_0's poisson: -89.1198 valid_0's huber: 28.1902
[13] valid_0's poisson: -89.2755 valid_0's huber: 28.0587
[14] valid_0's poisson: -89.4304 valid_0's huber: 27.9277
[15] valid_0's poisson: -89.5844 valid_0's huber: 27.797
[16] valid_0's poisson: -89.7375 valid_0's huber: 27.6669
[17] valid_0's poisson: -89.8898 valid_0's huber: 27.537
[18] valid_0's poisson: -90.041 valid_0's huber: 27.4078
[19] valid_0's poisson: -90.1915 valid_0's huber: 27.2788
[20] valid_0's poisson: -90.341 valid_0's huber: 27.1502
[21] valid_0's poisson: -90.4896 valid_0's huber: 27.0223
[22] valid_0's poisson: -90.6375 valid_0's huber: 26.8943
[23] valid_0's poisson: -90.7845 valid_0's huber: 26.7668
[24] valid_0's poisson: -90.931 valid_0's huber: 26.6392
[25] valid_0's poisson: -91.076 valid_0's huber: 26.5129
[26] valid_0's poisson: -91.2204 valid_0's huber: 26.3869
[27] valid_0's poisson: -91.3638 valid_0's huber: 26.261
[28] valid_0's poisson: -91.5063 valid_0's huber: 26.1361
[29] valid_0's poisson: -91.6489 valid_0's huber: 26.0112
[30] valid_0's poisson: -91.7901 valid_0's huber: 25.8868
[31] valid_0's poisson: -91.9305 valid_0's huber: 25.7634
[32] valid_0's poisson: -92.0719 valid_0's huber: 25.6389
[33] valid_0's poisson: -92.212 valid_0's huber: 25.5145
[34] valid_0's poisson: -92.3516 valid_0's huber: 25.3904
[35] valid_0's poisson: -92.4904 valid_0's huber: 25.267
[36] valid_0's poisson: -92.628 valid_0's huber: 25.1446
[37] valid_0's poisson: -92.7646 valid_0's huber: 25.0226
[38] valid_0's poisson: -92.9004 valid_0's huber: 24.9014
[39] valid_0's poisson: -93.0348 valid_0's huber: 24.7819
[40] valid_0's poisson: -93.169 valid_0's huber: 24.6617
[41] valid_0's poisson: -93.3024 valid_0's huber: 24.5419
[42] valid_0's poisson: -93.4342 valid_0's huber: 24.4244
[43] valid_0's poisson: -93.5671 valid_0's huber: 24.3048
[44] valid_0's poisson: -93.6981 valid_0's huber: 24.186
[45] valid_0's poisson: -93.8275 valid_0's huber: 24.0698
[46] valid_0's poisson: -93.9581 valid_0's huber: 23.9516
[47] valid_0's poisson: -94.0864 valid_0's huber: 23.8359
[48] valid_0's poisson: -94.2157 valid_0's huber: 23.718
[49] valid_0's poisson: -94.3425 valid_0's huber: 23.603
[50] valid_0's poisson: -94.4704 valid_0's huber: 23.4859
[51] valid_0's poisson: -94.5967 valid_0's huber: 23.3695
[52] valid_0's poisson: -94.7227 valid_0's huber: 23.2546
[53] valid_0's poisson: -94.8474 valid_0's huber: 23.1395
[54] valid_0's poisson: -94.9719 valid_0's huber: 23.0247
[55] valid_0's poisson: -95.0965 valid_0's huber: 22.9104
[56] valid_0's poisson: -95.2209 valid_0's huber: 22.7959
[57] valid_0's poisson: -95.3448 valid_0's huber: 22.6806
[58] valid_0's poisson: -95.4682 valid_0's huber: 22.566
[59] valid_0's poisson: -95.5893 valid_0's huber: 22.4538
[60] valid_0's poisson: -95.7113 valid_0's huber: 22.3402
[61] valid_0's poisson: -95.8315 valid_0's huber: 22.2285
[62] valid_0's poisson: -95.9518 valid_0's huber: 22.1157
[63] valid_0's poisson: -96.0701 valid_0's huber: 22.0052
[64] valid_0's poisson: -96.1892 valid_0's huber: 21.8932
[65] valid_0's poisson: -96.3076 valid_0's huber: 21.782
[66] valid_0's poisson: -96.4221 valid_0's huber: 21.6724
[67] valid_0's poisson: -96.538 valid_0's huber: 21.5633
[68] valid_0's poisson: -96.6512 valid_0's huber: 21.4545
[69] valid_0's poisson: -96.7654 valid_0's huber: 21.3463
[70] valid_0's poisson: -96.8807 valid_0's huber: 21.2367
[71] valid_0's poisson: -96.9919 valid_0's huber: 21.1294
[72] valid_0's poisson: -97.1043 valid_0's huber: 21.0223
[73] valid_0's poisson: -97.2175 valid_0's huber: 20.9141
[74] valid_0's poisson: -97.3268 valid_0's huber: 20.8081
[75] valid_0's poisson: -97.4372 valid_0's huber: 20.7023
[76] valid_0's poisson: -97.5452 valid_0's huber: 20.5971
[77] valid_0's poisson: -97.6541 valid_0's huber: 20.4923
[78] valid_0's poisson: -97.763 valid_0's huber: 20.386
[79] valid_0's poisson: -97.8691 valid_0's huber: 20.2823
[80] valid_0's poisson: -97.9765 valid_0's huber: 20.1782
[81] valid_0's poisson: -98.0814 valid_0's huber: 20.0756
[82] valid_0's poisson: -98.1869 valid_0's huber: 19.9732
[83] valid_0's poisson: -98.2912 valid_0's huber: 19.8713
[84] valid_0's poisson: -98.3939 valid_0's huber: 19.7704
[85] valid_0's poisson: -98.4991 valid_0's huber: 19.6688
[86] valid_0's poisson: -98.6018 valid_0's huber: 19.5685
[87] valid_0's poisson: -98.7035 valid_0's huber: 19.469
[88] valid_0's poisson: -98.8047 valid_0's huber: 19.3698
[89] valid_0's poisson: -98.904 valid_0's huber: 19.2712
[90] valid_0's poisson: -99.0034 valid_0's huber: 19.1734
[91] valid_0's poisson: -99.1015 valid_0's huber: 19.0767
[92] valid_0's poisson: -99.2016 valid_0's huber: 18.9782
[93] valid_0's poisson: -99.2997 valid_0's huber: 18.8817
[94] valid_0's poisson: -99.3966 valid_0's huber: 18.7862
[95] valid_0's poisson: -99.4927 valid_0's huber: 18.6906
[96] valid_0's poisson: -99.5881 valid_0's huber: 18.5964
[97] valid_0's poisson: -99.683 valid_0's huber: 18.5017
[98] valid_0's poisson: -99.7781 valid_0's huber: 18.4076
[99] valid_0's poisson: -99.8716 valid_0's huber: 18.3138
[100] valid_0's poisson: -99.9652 valid_0's huber: 18.2203
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.339 valid_0's huber: 29.6746
[2] valid_0's poisson: -87.5033 valid_0's huber: 29.5391
[3] valid_0's poisson: -87.6664 valid_0's huber: 29.4048
[4] valid_0's poisson: -87.8285 valid_0's huber: 29.271
[5] valid_0's poisson: -87.9898 valid_0's huber: 29.1368
[6] valid_0's poisson: -88.1502 valid_0's huber: 29.0036
[7] valid_0's poisson: -88.3099 valid_0's huber: 28.87
[8] valid_0's poisson: -88.4687 valid_0's huber: 28.7374
[9] valid_0's poisson: -88.6267 valid_0's huber: 28.6044
[10] valid_0's poisson: -88.7867 valid_0's huber: 28.469
[11] valid_0's poisson: -88.9456 valid_0's huber: 28.3342
[12] valid_0's poisson: -89.1034 valid_0's huber: 28.1999
[13] valid_0's poisson: -89.2613 valid_0's huber: 28.0658
[14] valid_0's poisson: -89.4184 valid_0's huber: 27.9321
[15] valid_0's poisson: -89.5745 valid_0's huber: 27.7989
[16] valid_0's poisson: -89.7302 valid_0's huber: 27.6654
[17] valid_0's poisson: -89.8853 valid_0's huber: 27.5322
[18] valid_0's poisson: -90.0389 valid_0's huber: 27.4
[19] valid_0's poisson: -90.1918 valid_0's huber: 27.2679
[20] valid_0's poisson: -90.3435 valid_0's huber: 27.1367
[21] valid_0's poisson: -90.4948 valid_0's huber: 27.0053
[22] valid_0's poisson: -90.6452 valid_0's huber: 26.8746
[23] valid_0's poisson: -90.794 valid_0's huber: 26.7447
[24] valid_0's poisson: -90.9426 valid_0's huber: 26.6149
[25] valid_0's poisson: -91.09 valid_0's huber: 26.486
[26] valid_0's poisson: -91.2358 valid_0's huber: 26.3586
[27] valid_0's poisson: -91.3811 valid_0's huber: 26.2314
[28] valid_0's poisson: -91.5252 valid_0's huber: 26.1051
[29] valid_0's poisson: -91.6697 valid_0's huber: 25.9779
[30] valid_0's poisson: -91.8132 valid_0's huber: 25.8512
[31] valid_0's poisson: -91.9554 valid_0's huber: 25.7253
[32] valid_0's poisson: -92.0962 valid_0's huber: 25.6004
[33] valid_0's poisson: -92.237 valid_0's huber: 25.4756
[34] valid_0's poisson: -92.3764 valid_0's huber: 25.3517
[35] valid_0's poisson: -92.5161 valid_0's huber: 25.2276
[36] valid_0's poisson: -92.6548 valid_0's huber: 25.1041
[37] valid_0's poisson: -92.792 valid_0's huber: 24.9814
[38] valid_0's poisson: -92.9284 valid_0's huber: 24.8588
[39] valid_0's poisson: -93.0635 valid_0's huber: 24.7377
[40] valid_0's poisson: -93.1984 valid_0's huber: 24.616
[41] valid_0's poisson: -93.3333 valid_0's huber: 24.495
[42] valid_0's poisson: -93.4664 valid_0's huber: 24.3745
[43] valid_0's poisson: -93.5993 valid_0's huber: 24.2544
[44] valid_0's poisson: -93.7319 valid_0's huber: 24.135
[45] valid_0's poisson: -93.8622 valid_0's huber: 24.0164
[46] valid_0's poisson: -93.9927 valid_0's huber: 23.8976
[47] valid_0's poisson: -94.1213 valid_0's huber: 23.7801
[48] valid_0's poisson: -94.2502 valid_0's huber: 23.6627
[49] valid_0's poisson: -94.3778 valid_0's huber: 23.5457
[50] valid_0's poisson: -94.5053 valid_0's huber: 23.4291
[51] valid_0's poisson: -94.6318 valid_0's huber: 23.3129
[52] valid_0's poisson: -94.7579 valid_0's huber: 23.1972
[53] valid_0's poisson: -94.8825 valid_0's huber: 23.0824
[54] valid_0's poisson: -95.0074 valid_0's huber: 22.9671
[55] valid_0's poisson: -95.132 valid_0's huber: 22.8519
[56] valid_0's poisson: -95.2556 valid_0's huber: 22.7377
[57] valid_0's poisson: -95.3785 valid_0's huber: 22.6241
[58] valid_0's poisson: -95.5014 valid_0's huber: 22.5108
[59] valid_0's poisson: -95.6233 valid_0's huber: 22.3987
[60] valid_0's poisson: -95.7446 valid_0's huber: 22.2868
[61] valid_0's poisson: -95.8625 valid_0's huber: 22.1758
[62] valid_0's poisson: -95.9797 valid_0's huber: 22.0657
[63] valid_0's poisson: -96.0963 valid_0's huber: 21.9561
[64] valid_0's poisson: -96.2142 valid_0's huber: 21.8448
[65] valid_0's poisson: -96.329 valid_0's huber: 21.7358
[66] valid_0's poisson: -96.444 valid_0's huber: 21.6271
[67] valid_0's poisson: -96.5598 valid_0's huber: 21.5185
[68] valid_0's poisson: -96.6724 valid_0's huber: 21.4111
[69] valid_0's poisson: -96.7851 valid_0's huber: 21.3034
[70] valid_0's poisson: -96.8992 valid_0's huber: 21.196
[71] valid_0's poisson: -97.0107 valid_0's huber: 21.0892
[72] valid_0's poisson: -97.1216 valid_0's huber: 20.9825
[73] valid_0's poisson: -97.2316 valid_0's huber: 20.8774
[74] valid_0's poisson: -97.3415 valid_0's huber: 20.7713
[75] valid_0's poisson: -97.4505 valid_0's huber: 20.6657
[76] valid_0's poisson: -97.5587 valid_0's huber: 20.5607
[77] valid_0's poisson: -97.6664 valid_0's huber: 20.4565
[78] valid_0's poisson: -97.7731 valid_0's huber: 20.3525
[79] valid_0's poisson: -97.8795 valid_0's huber: 20.2492
[80] valid_0's poisson: -97.9847 valid_0's huber: 20.1459
[81] valid_0's poisson: -98.0911 valid_0's huber: 20.0431
[82] valid_0's poisson: -98.1955 valid_0's huber: 19.9415
[83] valid_0's poisson: -98.2988 valid_0's huber: 19.8399
[84] valid_0's poisson: -98.4015 valid_0's huber: 19.7393
[85] valid_0's poisson: -98.5033 valid_0's huber: 19.6388
[86] valid_0's poisson: -98.6065 valid_0's huber: 19.538
[87] valid_0's poisson: -98.7081 valid_0's huber: 19.438
[88] valid_0's poisson: -98.8098 valid_0's huber: 19.3383
[89] valid_0's poisson: -98.9107 valid_0's huber: 19.2393
[90] valid_0's poisson: -99.0094 valid_0's huber: 19.1415
[91] valid_0's poisson: -99.1072 valid_0's huber: 19.0439
[92] valid_0's poisson: -99.2059 valid_0's huber: 18.9464
[93] valid_0's poisson: -99.3032 valid_0's huber: 18.8493
[94] valid_0's poisson: -99.4002 valid_0's huber: 18.753
[95] valid_0's poisson: -99.4953 valid_0's huber: 18.6578
[96] valid_0's poisson: -99.5906 valid_0's huber: 18.5623
[97] valid_0's poisson: -99.684 valid_0's huber: 18.4678
[98] valid_0's poisson: -99.7775 valid_0's huber: 18.3734
[99] valid_0's poisson: -99.8703 valid_0's huber: 18.2797
[100] valid_0's poisson: -99.9627 valid_0's huber: 18.1861
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3377 valid_0's huber: 29.7032
[2] valid_0's poisson: -87.5049 valid_0's huber: 29.5641
[3] valid_0's poisson: -87.671 valid_0's huber: 29.4253
[4] valid_0's poisson: -87.8362 valid_0's huber: 29.287
[5] valid_0's poisson: -88.0003 valid_0's huber: 29.1492
[6] valid_0's poisson: -88.1635 valid_0's huber: 29.0119
[7] valid_0's poisson: -88.3257 valid_0's huber: 28.875
[8] valid_0's poisson: -88.4878 valid_0's huber: 28.7388
[9] valid_0's poisson: -88.6489 valid_0's huber: 28.603
[10] valid_0's poisson: -88.8091 valid_0's huber: 28.4676
[11] valid_0's poisson: -88.9681 valid_0's huber: 28.3326
[12] valid_0's poisson: -89.1264 valid_0's huber: 28.1983
[13] valid_0's poisson: -89.2835 valid_0's huber: 28.0642
[14] valid_0's poisson: -89.44 valid_0's huber: 27.9309
[15] valid_0's poisson: -89.5952 valid_0's huber: 27.7978
[16] valid_0's poisson: -89.7488 valid_0's huber: 27.6662
[17] valid_0's poisson: -89.9024 valid_0's huber: 27.5338
[18] valid_0's poisson: -90.0544 valid_0's huber: 27.403
[19] valid_0's poisson: -90.2064 valid_0's huber: 27.2717
[20] valid_0's poisson: -90.3564 valid_0's huber: 27.1416
[21] valid_0's poisson: -90.5053 valid_0's huber: 27.012
[22] valid_0's poisson: -90.6541 valid_0's huber: 26.8823
[23] valid_0's poisson: -90.8017 valid_0's huber: 26.7526
[24] valid_0's poisson: -90.9493 valid_0's huber: 26.623
[25] valid_0's poisson: -91.0948 valid_0's huber: 26.4954
[26] valid_0's poisson: -91.2408 valid_0's huber: 26.3669
[27] valid_0's poisson: -91.3846 valid_0's huber: 26.2402
[28] valid_0's poisson: -91.5284 valid_0's huber: 26.1132
[29] valid_0's poisson: -91.6713 valid_0's huber: 25.9871
[30] valid_0's poisson: -91.8132 valid_0's huber: 25.8613
[31] valid_0's poisson: -91.9543 valid_0's huber: 25.7364
[32] valid_0's poisson: -92.0943 valid_0's huber: 25.6118
[33] valid_0's poisson: -92.2336 valid_0's huber: 25.4882
[34] valid_0's poisson: -92.3727 valid_0's huber: 25.3651
[35] valid_0's poisson: -92.5102 valid_0's huber: 25.243
[36] valid_0's poisson: -92.6478 valid_0's huber: 25.1205
[37] valid_0's poisson: -92.784 valid_0's huber: 24.9989
[38] valid_0's poisson: -92.92 valid_0's huber: 24.8773
[39] valid_0's poisson: -93.0543 valid_0's huber: 24.757
[40] valid_0's poisson: -93.1888 valid_0's huber: 24.6365
[41] valid_0's poisson: -93.3217 valid_0's huber: 24.5171
[42] valid_0's poisson: -93.4551 valid_0's huber: 24.3977
[43] valid_0's poisson: -93.5865 valid_0's huber: 24.2799
[44] valid_0's poisson: -93.7184 valid_0's huber: 24.1612
[45] valid_0's poisson: -93.8482 valid_0's huber: 24.0443
[46] valid_0's poisson: -93.9781 valid_0's huber: 23.9273
[47] valid_0's poisson: -94.1063 valid_0's huber: 23.8104
[48] valid_0's poisson: -94.2345 valid_0's huber: 23.6944
[49] valid_0's poisson: -94.3623 valid_0's huber: 23.5787
[50] valid_0's poisson: -94.4904 valid_0's huber: 23.4616
[51] valid_0's poisson: -94.6176 valid_0's huber: 23.3459
[52] valid_0's poisson: -94.7437 valid_0's huber: 23.2305
[53] valid_0's poisson: -94.8677 valid_0's huber: 23.1171
[54] valid_0's poisson: -94.993 valid_0's huber: 23.0017
[55] valid_0's poisson: -95.1173 valid_0's huber: 22.8872
[56] valid_0's poisson: -95.2402 valid_0's huber: 22.7731
[57] valid_0's poisson: -95.363 valid_0's huber: 22.6595
[58] valid_0's poisson: -95.4852 valid_0's huber: 22.5462
[59] valid_0's poisson: -95.6064 valid_0's huber: 22.4337
[60] valid_0's poisson: -95.7269 valid_0's huber: 22.3217
[61] valid_0's poisson: -95.8466 valid_0's huber: 22.2102
[62] valid_0's poisson: -95.9658 valid_0's huber: 22.0988
[63] valid_0's poisson: -96.0844 valid_0's huber: 21.9879
[64] valid_0's poisson: -96.2029 valid_0's huber: 21.877
[65] valid_0's poisson: -96.3203 valid_0's huber: 21.7671
[66] valid_0's poisson: -96.4373 valid_0's huber: 21.6574
[67] valid_0's poisson: -96.5531 valid_0's huber: 21.548
[68] valid_0's poisson: -96.6691 valid_0's huber: 21.4387
[69] valid_0's poisson: -96.7833 valid_0's huber: 21.33
[70] valid_0's poisson: -96.897 valid_0's huber: 21.2215
[71] valid_0's poisson: -97.0105 valid_0's huber: 21.1134
[72] valid_0's poisson: -97.1233 valid_0's huber: 21.0051
[73] valid_0's poisson: -97.2346 valid_0's huber: 20.8984
[74] valid_0's poisson: -97.3459 valid_0's huber: 20.7916
[75] valid_0's poisson: -97.4558 valid_0's huber: 20.6862
[76] valid_0's poisson: -97.565 valid_0's huber: 20.5813
[77] valid_0's poisson: -97.6734 valid_0's huber: 20.4771
[78] valid_0's poisson: -97.7816 valid_0's huber: 20.3729
[79] valid_0's poisson: -97.8884 valid_0's huber: 20.2698
[80] valid_0's poisson: -97.9939 valid_0's huber: 20.1653
[81] valid_0's poisson: -98.0995 valid_0's huber: 20.0621
[82] valid_0's poisson: -98.2034 valid_0's huber: 19.9593
[83] valid_0's poisson: -98.3111 valid_0's huber: 19.8558
[84] valid_0's poisson: -98.4149 valid_0's huber: 19.7544
[85] valid_0's poisson: -98.5213 valid_0's huber: 19.6492
[86] valid_0's poisson: -98.6225 valid_0's huber: 19.548
[87] valid_0's poisson: -98.7244 valid_0's huber: 19.4478
[88] valid_0's poisson: -98.8274 valid_0's huber: 19.3463
[89] valid_0's poisson: -98.9318 valid_0's huber: 19.2423
[90] valid_0's poisson: -99.0313 valid_0's huber: 19.1439
[91] valid_0's poisson: -99.1286 valid_0's huber: 19.0459
[92] valid_0's poisson: -99.2308 valid_0's huber: 18.9438
[93] valid_0's poisson: -99.3268 valid_0's huber: 18.8469
[94] valid_0's poisson: -99.4275 valid_0's huber: 18.7457
[95] valid_0's poisson: -99.5242 valid_0's huber: 18.6493
[96] valid_0's poisson: -99.6207 valid_0's huber: 18.553
[97] valid_0's poisson: -99.7168 valid_0's huber: 18.4583
[98] valid_0's poisson: -99.811 valid_0's huber: 18.3641
[99] valid_0's poisson: -99.9049 valid_0's huber: 18.2714
[100] valid_0's poisson: -99.9981 valid_0's huber: 18.1794
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3446 valid_0's huber: 29.6547
[2] valid_0's poisson: -87.5123 valid_0's huber: 29.516
[3] valid_0's poisson: -87.6789 valid_0's huber: 29.3777
[4] valid_0's poisson: -87.8444 valid_0's huber: 29.2399
[5] valid_0's poisson: -88.009 valid_0's huber: 29.1027
[6] valid_0's poisson: -88.1725 valid_0's huber: 28.9659
[7] valid_0's poisson: -88.335 valid_0's huber: 28.8297
[8] valid_0's poisson: -88.4978 valid_0's huber: 28.6932
[9] valid_0's poisson: -88.6595 valid_0's huber: 28.5571
[10] valid_0's poisson: -88.8182 valid_0's huber: 28.4228
[11] valid_0's poisson: -88.9778 valid_0's huber: 28.2879
[12] valid_0's poisson: -89.1347 valid_0's huber: 28.1545
[13] valid_0's poisson: -89.2925 valid_0's huber: 28.0205
[14] valid_0's poisson: -89.4493 valid_0's huber: 27.8869
[15] valid_0's poisson: -89.6056 valid_0's huber: 27.7534
[16] valid_0's poisson: -89.7609 valid_0's huber: 27.6204
[17] valid_0's poisson: -89.915 valid_0's huber: 27.4883
[18] valid_0's poisson: -90.0685 valid_0's huber: 27.3563
[19] valid_0's poisson: -90.2195 valid_0's huber: 27.2255
[20] valid_0's poisson: -90.371 valid_0's huber: 27.0947
[21] valid_0's poisson: -90.5214 valid_0's huber: 26.9644
[22] valid_0's poisson: -90.6715 valid_0's huber: 26.834
[23] valid_0's poisson: -90.82 valid_0's huber: 26.7049
[24] valid_0's poisson: -90.9672 valid_0's huber: 26.5764
[25] valid_0's poisson: -91.1146 valid_0's huber: 26.4475
[26] valid_0's poisson: -91.2602 valid_0's huber: 26.32
[27] valid_0's poisson: -91.4059 valid_0's huber: 26.1923
[28] valid_0's poisson: -91.5495 valid_0's huber: 26.066
[29] valid_0's poisson: -91.6921 valid_0's huber: 25.9395
[30] valid_0's poisson: -91.8351 valid_0's huber: 25.8139
[31] valid_0's poisson: -91.9769 valid_0's huber: 25.6888
[32] valid_0's poisson: -92.1182 valid_0's huber: 25.5642
[33] valid_0's poisson: -92.2584 valid_0's huber: 25.4403
[34] valid_0's poisson: -92.3968 valid_0's huber: 25.3181
[35] valid_0's poisson: -92.5355 valid_0's huber: 25.1957
[36] valid_0's poisson: -92.673 valid_0's huber: 25.0743
[37] valid_0's poisson: -92.8086 valid_0's huber: 24.9544
[38] valid_0's poisson: -92.9447 valid_0's huber: 24.8327
[39] valid_0's poisson: -93.0798 valid_0's huber: 24.7114
[40] valid_0's poisson: -93.2151 valid_0's huber: 24.59
[41] valid_0's poisson: -93.3498 valid_0's huber: 24.4697
[42] valid_0's poisson: -93.4827 valid_0's huber: 24.3508
[43] valid_0's poisson: -93.6141 valid_0's huber: 24.2321
[44] valid_0's poisson: -93.7456 valid_0's huber: 24.1141
[45] valid_0's poisson: -93.8771 valid_0's huber: 23.995
[46] valid_0's poisson: -94.0078 valid_0's huber: 23.8764
[47] valid_0's poisson: -94.1374 valid_0's huber: 23.759
[48] valid_0's poisson: -94.267 valid_0's huber: 23.641
[49] valid_0's poisson: -94.3953 valid_0's huber: 23.5243
[50] valid_0's poisson: -94.5243 valid_0's huber: 23.407
[51] valid_0's poisson: -94.6513 valid_0's huber: 23.2916
[52] valid_0's poisson: -94.7774 valid_0's huber: 23.1759
[53] valid_0's poisson: -94.904 valid_0's huber: 23.0601
[54] valid_0's poisson: -95.0288 valid_0's huber: 22.9455
[55] valid_0's poisson: -95.1531 valid_0's huber: 22.8312
[56] valid_0's poisson: -95.2763 valid_0's huber: 22.7177
[57] valid_0's poisson: -95.3991 valid_0's huber: 22.6045
[58] valid_0's poisson: -95.5214 valid_0's huber: 22.4912
[59] valid_0's poisson: -95.6426 valid_0's huber: 22.3794
[60] valid_0's poisson: -95.7633 valid_0's huber: 22.2679
[61] valid_0's poisson: -95.8834 valid_0's huber: 22.1571
[62] valid_0's poisson: -96.0026 valid_0's huber: 22.0462
[63] valid_0's poisson: -96.1213 valid_0's huber: 21.9358
[64] valid_0's poisson: -96.2396 valid_0's huber: 21.825
[65] valid_0's poisson: -96.3566 valid_0's huber: 21.715
[66] valid_0's poisson: -96.4726 valid_0's huber: 21.6063
[67] valid_0's poisson: -96.5883 valid_0's huber: 21.497
[68] valid_0's poisson: -96.7035 valid_0's huber: 21.3879
[69] valid_0's poisson: -96.8173 valid_0's huber: 21.2795
[70] valid_0's poisson: -96.9312 valid_0's huber: 21.1717
[71] valid_0's poisson: -97.0448 valid_0's huber: 21.0634
[72] valid_0's poisson: -97.1552 valid_0's huber: 20.9576
[73] valid_0's poisson: -97.266 valid_0's huber: 20.8517
[74] valid_0's poisson: -97.3776 valid_0's huber: 20.7451
[75] valid_0's poisson: -97.4867 valid_0's huber: 20.6403
[76] valid_0's poisson: -97.5967 valid_0's huber: 20.5343
[77] valid_0's poisson: -97.7045 valid_0's huber: 20.4303
[78] valid_0's poisson: -97.8121 valid_0's huber: 20.326
[79] valid_0's poisson: -97.9188 valid_0's huber: 20.2221
[80] valid_0's poisson: -98.0234 valid_0's huber: 20.1193
[81] valid_0's poisson: -98.1286 valid_0's huber: 20.0155
[82] valid_0's poisson: -98.2351 valid_0's huber: 19.9125
[83] valid_0's poisson: -98.3395 valid_0's huber: 19.8099
[84] valid_0's poisson: -98.4432 valid_0's huber: 19.709
[85] valid_0's poisson: -98.5483 valid_0's huber: 19.6067
[86] valid_0's poisson: -98.6506 valid_0's huber: 19.5064
[87] valid_0's poisson: -98.752 valid_0's huber: 19.4067
[88] valid_0's poisson: -98.8537 valid_0's huber: 19.3072
[89] valid_0's poisson: -98.953 valid_0's huber: 19.2086
[90] valid_0's poisson: -99.0525 valid_0's huber: 19.1111
[91] valid_0's poisson: -99.1507 valid_0's huber: 19.0139
[92] valid_0's poisson: -99.249 valid_0's huber: 18.9172
[93] valid_0's poisson: -99.35 valid_0's huber: 18.8165
[94] valid_0's poisson: -99.4452 valid_0's huber: 18.7205
[95] valid_0's poisson: -99.5415 valid_0's huber: 18.6252
[96] valid_0's poisson: -99.6368 valid_0's huber: 18.531
[97] valid_0's poisson: -99.7309 valid_0's huber: 18.4372
[98] valid_0's poisson: -99.8288 valid_0's huber: 18.3392
[99] valid_0's poisson: -99.9219 valid_0's huber: 18.2471
[100] valid_0's poisson: -100.014 valid_0's huber: 18.1549
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3314 valid_0's huber: 29.7468
[2] valid_0's poisson: -87.4935 valid_0's huber: 29.6092
[3] valid_0's poisson: -87.6544 valid_0's huber: 29.4721
[4] valid_0's poisson: -87.8193 valid_0's huber: 29.3349
[5] valid_0's poisson: -87.9824 valid_0's huber: 29.1992
[6] valid_0's poisson: -88.1456 valid_0's huber: 29.0626
[7] valid_0's poisson: -88.3066 valid_0's huber: 28.928
[8] valid_0's poisson: -88.466 valid_0's huber: 28.7934
[9] valid_0's poisson: -88.6264 valid_0's huber: 28.6583
[10] valid_0's poisson: -88.7846 valid_0's huber: 28.5251
[11] valid_0's poisson: -88.943 valid_0's huber: 28.391
[12] valid_0's poisson: -89.1003 valid_0's huber: 28.2575
[13] valid_0's poisson: -89.2556 valid_0's huber: 28.1248
[14] valid_0's poisson: -89.4123 valid_0's huber: 27.9907
[15] valid_0's poisson: -89.5678 valid_0's huber: 27.858
[16] valid_0's poisson: -89.7228 valid_0's huber: 27.7248
[17] valid_0's poisson: -89.8764 valid_0's huber: 27.5928
[18] valid_0's poisson: -90.0279 valid_0's huber: 27.4625
[19] valid_0's poisson: -90.1806 valid_0's huber: 27.3302
[20] valid_0's poisson: -90.3325 valid_0's huber: 27.1982
[21] valid_0's poisson: -90.4829 valid_0's huber: 27.0678
[22] valid_0's poisson: -90.6315 valid_0's huber: 26.9387
[23] valid_0's poisson: -90.7786 valid_0's huber: 26.8098
[24] valid_0's poisson: -90.9262 valid_0's huber: 26.6802
[25] valid_0's poisson: -91.0729 valid_0's huber: 26.551
[26] valid_0's poisson: -91.2186 valid_0's huber: 26.4227
[27] valid_0's poisson: -91.3641 valid_0's huber: 26.2947
[28] valid_0's poisson: -91.5082 valid_0's huber: 26.1679
[29] valid_0's poisson: -91.6516 valid_0's huber: 26.0416
[30] valid_0's poisson: -91.7945 valid_0's huber: 25.9154
[31] valid_0's poisson: -91.9366 valid_0's huber: 25.7897
[32] valid_0's poisson: -92.0765 valid_0's huber: 25.665
[33] valid_0's poisson: -92.2164 valid_0's huber: 25.5411
[34] valid_0's poisson: -92.3554 valid_0's huber: 25.4178
[35] valid_0's poisson: -92.4935 valid_0's huber: 25.2951
[36] valid_0's poisson: -92.6313 valid_0's huber: 25.1724
[37] valid_0's poisson: -92.7675 valid_0's huber: 25.0504
[38] valid_0's poisson: -92.9032 valid_0's huber: 24.9293
[39] valid_0's poisson: -93.0384 valid_0's huber: 24.8087
[40] valid_0's poisson: -93.172 valid_0's huber: 24.689
[41] valid_0's poisson: -93.3064 valid_0's huber: 24.5684
[42] valid_0's poisson: -93.4384 valid_0's huber: 24.4499
[43] valid_0's poisson: -93.5712 valid_0's huber: 24.3305
[44] valid_0's poisson: -93.7021 valid_0's huber: 24.212
[45] valid_0's poisson: -93.8336 valid_0's huber: 24.0934
[46] valid_0's poisson: -93.9626 valid_0's huber: 23.9767
[47] valid_0's poisson: -94.0921 valid_0's huber: 23.8597
[48] valid_0's poisson: -94.2205 valid_0's huber: 23.7428
[49] valid_0's poisson: -94.3486 valid_0's huber: 23.626
[50] valid_0's poisson: -94.4754 valid_0's huber: 23.5093
[51] valid_0's poisson: -94.6018 valid_0's huber: 23.3934
[52] valid_0's poisson: -94.7274 valid_0's huber: 23.2779
[53] valid_0's poisson: -94.8524 valid_0's huber: 23.1627
[54] valid_0's poisson: -94.9763 valid_0's huber: 23.0479
[55] valid_0's poisson: -95.1004 valid_0's huber: 22.9331
[56] valid_0's poisson: -95.2239 valid_0's huber: 22.8186
[57] valid_0's poisson: -95.3467 valid_0's huber: 22.7049
[58] valid_0's poisson: -95.4689 valid_0's huber: 22.5916
[59] valid_0's poisson: -95.5903 valid_0's huber: 22.4786
[60] valid_0's poisson: -95.7103 valid_0's huber: 22.3664
[61] valid_0's poisson: -95.8302 valid_0's huber: 22.2548
[62] valid_0's poisson: -95.9494 valid_0's huber: 22.1436
[63] valid_0's poisson: -96.067 valid_0's huber: 22.0328
[64] valid_0's poisson: -96.1848 valid_0's huber: 21.9225
[65] valid_0's poisson: -96.3019 valid_0's huber: 21.8122
[66] valid_0's poisson: -96.4181 valid_0's huber: 21.7028
[67] valid_0's poisson: -96.5342 valid_0's huber: 21.5928
[68] valid_0's poisson: -96.6489 valid_0's huber: 21.484
[69] valid_0's poisson: -96.7635 valid_0's huber: 21.3753
[70] valid_0's poisson: -96.8772 valid_0's huber: 21.2672
[71] valid_0's poisson: -96.9901 valid_0's huber: 21.1597
[72] valid_0's poisson: -97.1028 valid_0's huber: 21.0526
[73] valid_0's poisson: -97.2147 valid_0's huber: 20.9449
[74] valid_0's poisson: -97.326 valid_0's huber: 20.839
[75] valid_0's poisson: -97.437 valid_0's huber: 20.7319
[76] valid_0's poisson: -97.5493 valid_0's huber: 20.6233
[77] valid_0's poisson: -97.6582 valid_0's huber: 20.5177
[78] valid_0's poisson: -97.7654 valid_0's huber: 20.4136
[79] valid_0's poisson: -97.8741 valid_0's huber: 20.3084
[80] valid_0's poisson: -97.9811 valid_0's huber: 20.2052
[81] valid_0's poisson: -98.0873 valid_0's huber: 20.1016
[82] valid_0's poisson: -98.1928 valid_0's huber: 19.9987
[83] valid_0's poisson: -98.2985 valid_0's huber: 19.8957
[84] valid_0's poisson: -98.403 valid_0's huber: 19.794
[85] valid_0's poisson: -98.5067 valid_0's huber: 19.6931
[86] valid_0's poisson: -98.6091 valid_0's huber: 19.5918
[87] valid_0's poisson: -98.7105 valid_0's huber: 19.4911
[88] valid_0's poisson: -98.8116 valid_0's huber: 19.3912
[89] valid_0's poisson: -98.9127 valid_0's huber: 19.2915
[90] valid_0's poisson: -99.0138 valid_0's huber: 19.1924
[91] valid_0's poisson: -99.1132 valid_0's huber: 19.0944
[92] valid_0's poisson: -99.211 valid_0's huber: 18.9972
[93] valid_0's poisson: -99.3084 valid_0's huber: 18.9005
[94] valid_0's poisson: -99.4096 valid_0's huber: 18.8
[95] valid_0's poisson: -99.5098 valid_0's huber: 18.7003
[96] valid_0's poisson: -99.6055 valid_0's huber: 18.6058
[97] valid_0's poisson: -99.7002 valid_0's huber: 18.512
[98] valid_0's poisson: -99.7947 valid_0's huber: 18.4179
[99] valid_0's poisson: -99.8925 valid_0's huber: 18.3199
[100] valid_0's poisson: -99.9853 valid_0's huber: 18.2274
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.181 valid_0's huber: 29.8051
[2] valid_0's poisson: -87.1883 valid_0's huber: 29.7985
[3] valid_0's poisson: -87.1955 valid_0's huber: 29.7919
[4] valid_0's poisson: -87.2028 valid_0's huber: 29.7853
[5] valid_0's poisson: -87.2101 valid_0's huber: 29.7787
[6] valid_0's poisson: -87.2173 valid_0's huber: 29.7721
[7] valid_0's poisson: -87.2246 valid_0's huber: 29.7655
[8] valid_0's poisson: -87.2319 valid_0's huber: 29.7589
[9] valid_0's poisson: -87.2391 valid_0's huber: 29.7523
[10] valid_0's poisson: -87.2464 valid_0's huber: 29.7457
[11] valid_0's poisson: -87.2536 valid_0's huber: 29.7391
[12] valid_0's poisson: -87.2609 valid_0's huber: 29.7325
[13] valid_0's poisson: -87.2681 valid_0's huber: 29.7259
[14] valid_0's poisson: -87.2754 valid_0's huber: 29.7194
[15] valid_0's poisson: -87.2826 valid_0's huber: 29.7128
[16] valid_0's poisson: -87.2899 valid_0's huber: 29.7062
[17] valid_0's poisson: -87.2971 valid_0's huber: 29.6996
[18] valid_0's poisson: -87.3044 valid_0's huber: 29.693
[19] valid_0's poisson: -87.3116 valid_0's huber: 29.6864
[20] valid_0's poisson: -87.3188 valid_0's huber: 29.6798
[21] valid_0's poisson: -87.3261 valid_0's huber: 29.6733
[22] valid_0's poisson: -87.3333 valid_0's huber: 29.6667
[23] valid_0's poisson: -87.3405 valid_0's huber: 29.6601
[24] valid_0's poisson: -87.3478 valid_0's huber: 29.6535
[25] valid_0's poisson: -87.355 valid_0's huber: 29.647
[26] valid_0's poisson: -87.3622 valid_0's huber: 29.6404
[27] valid_0's poisson: -87.3694 valid_0's huber: 29.6338
[28] valid_0's poisson: -87.3766 valid_0's huber: 29.6273
[29] valid_0's poisson: -87.3838 valid_0's huber: 29.6207
[30] valid_0's poisson: -87.391 valid_0's huber: 29.6141
[31] valid_0's poisson: -87.3983 valid_0's huber: 29.6076
[32] valid_0's poisson: -87.4055 valid_0's huber: 29.601
[33] valid_0's poisson: -87.4127 valid_0's huber: 29.5944
[34] valid_0's poisson: -87.4199 valid_0's huber: 29.5879
[35] valid_0's poisson: -87.4271 valid_0's huber: 29.5813
[36] valid_0's poisson: -87.4342 valid_0's huber: 29.5748
[37] valid_0's poisson: -87.4414 valid_0's huber: 29.5682
[38] valid_0's poisson: -87.4486 valid_0's huber: 29.5617
[39] valid_0's poisson: -87.4558 valid_0's huber: 29.5551
[40] valid_0's poisson: -87.463 valid_0's huber: 29.5486
[41] valid_0's poisson: -87.4702 valid_0's huber: 29.542
[42] valid_0's poisson: -87.4773 valid_0's huber: 29.5355
[43] valid_0's poisson: -87.4845 valid_0's huber: 29.5289
[44] valid_0's poisson: -87.4917 valid_0's huber: 29.5224
[45] valid_0's poisson: -87.4989 valid_0's huber: 29.5159
[46] valid_0's poisson: -87.506 valid_0's huber: 29.5093
[47] valid_0's poisson: -87.5132 valid_0's huber: 29.5028
[48] valid_0's poisson: -87.5204 valid_0's huber: 29.4963
[49] valid_0's poisson: -87.5275 valid_0's huber: 29.4897
[50] valid_0's poisson: -87.5347 valid_0's huber: 29.4832
[51] valid_0's poisson: -87.5418 valid_0's huber: 29.4767
[52] valid_0's poisson: -87.549 valid_0's huber: 29.4702
[53] valid_0's poisson: -87.5561 valid_0's huber: 29.4636
[54] valid_0's poisson: -87.5633 valid_0's huber: 29.4571
[55] valid_0's poisson: -87.5704 valid_0's huber: 29.4506
[56] valid_0's poisson: -87.5775 valid_0's huber: 29.4441
[57] valid_0's poisson: -87.5847 valid_0's huber: 29.4375
[58] valid_0's poisson: -87.5918 valid_0's huber: 29.431
[59] valid_0's poisson: -87.5989 valid_0's huber: 29.4245
[60] valid_0's poisson: -87.6061 valid_0's huber: 29.418
[61] valid_0's poisson: -87.6132 valid_0's huber: 29.4115
[62] valid_0's poisson: -87.6203 valid_0's huber: 29.405
[63] valid_0's poisson: -87.6274 valid_0's huber: 29.3985
[64] valid_0's poisson: -87.6346 valid_0's huber: 29.392
[65] valid_0's poisson: -87.6417 valid_0's huber: 29.3855
[66] valid_0's poisson: -87.6488 valid_0's huber: 29.379
[67] valid_0's poisson: -87.6559 valid_0's huber: 29.3725
[68] valid_0's poisson: -87.663 valid_0's huber: 29.366
[69] valid_0's poisson: -87.6701 valid_0's huber: 29.3595
[70] valid_0's poisson: -87.6772 valid_0's huber: 29.353
[71] valid_0's poisson: -87.6843 valid_0's huber: 29.3465
[72] valid_0's poisson: -87.6914 valid_0's huber: 29.34
[73] valid_0's poisson: -87.6985 valid_0's huber: 29.3335
[74] valid_0's poisson: -87.7056 valid_0's huber: 29.327
[75] valid_0's poisson: -87.7127 valid_0's huber: 29.3205
[76] valid_0's poisson: -87.7198 valid_0's huber: 29.3141
[77] valid_0's poisson: -87.7269 valid_0's huber: 29.3076
[78] valid_0's poisson: -87.7339 valid_0's huber: 29.3011
[79] valid_0's poisson: -87.741 valid_0's huber: 29.2946
[80] valid_0's poisson: -87.7481 valid_0's huber: 29.2881
[81] valid_0's poisson: -87.7552 valid_0's huber: 29.2817
[82] valid_0's poisson: -87.7622 valid_0's huber: 29.2752
[83] valid_0's poisson: -87.7693 valid_0's huber: 29.2687
[84] valid_0's poisson: -87.7764 valid_0's huber: 29.2623
[85] valid_0's poisson: -87.7834 valid_0's huber: 29.2558
[86] valid_0's poisson: -87.7905 valid_0's huber: 29.2493
[87] valid_0's poisson: -87.7976 valid_0's huber: 29.2429
[88] valid_0's poisson: -87.8046 valid_0's huber: 29.2364
[89] valid_0's poisson: -87.8117 valid_0's huber: 29.2299
[90] valid_0's poisson: -87.8187 valid_0's huber: 29.2235
[91] valid_0's poisson: -87.8258 valid_0's huber: 29.217
[92] valid_0's poisson: -87.8328 valid_0's huber: 29.2106
[93] valid_0's poisson: -87.8399 valid_0's huber: 29.2041
[94] valid_0's poisson: -87.8469 valid_0's huber: 29.1977
[95] valid_0's poisson: -87.8539 valid_0's huber: 29.1912
[96] valid_0's poisson: -87.861 valid_0's huber: 29.1848
[97] valid_0's poisson: -87.868 valid_0's huber: 29.1783
[98] valid_0's poisson: -87.875 valid_0's huber: 29.1719
[99] valid_0's poisson: -87.8821 valid_0's huber: 29.1654
[100] valid_0's poisson: -87.8891 valid_0's huber: 29.159
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1812 valid_0's huber: 29.8031
[2] valid_0's poisson: -87.1884 valid_0's huber: 29.7964
[3] valid_0's poisson: -87.1956 valid_0's huber: 29.7898
[4] valid_0's poisson: -87.2028 valid_0's huber: 29.7832
[5] valid_0's poisson: -87.21 valid_0's huber: 29.7766
[6] valid_0's poisson: -87.2172 valid_0's huber: 29.77
[7] valid_0's poisson: -87.2244 valid_0's huber: 29.7634
[8] valid_0's poisson: -87.2316 valid_0's huber: 29.7567
[9] valid_0's poisson: -87.2387 valid_0's huber: 29.7501
[10] valid_0's poisson: -87.2459 valid_0's huber: 29.7435
[11] valid_0's poisson: -87.2531 valid_0's huber: 29.7369
[12] valid_0's poisson: -87.2603 valid_0's huber: 29.7303
[13] valid_0's poisson: -87.2675 valid_0's huber: 29.7237
[14] valid_0's poisson: -87.2746 valid_0's huber: 29.7171
[15] valid_0's poisson: -87.2818 valid_0's huber: 29.7105
[16] valid_0's poisson: -87.289 valid_0's huber: 29.7039
[17] valid_0's poisson: -87.2961 valid_0's huber: 29.6973
[18] valid_0's poisson: -87.3033 valid_0's huber: 29.6907
[19] valid_0's poisson: -87.3104 valid_0's huber: 29.6841
[20] valid_0's poisson: -87.3176 valid_0's huber: 29.6775
[21] valid_0's poisson: -87.3247 valid_0's huber: 29.6709
[22] valid_0's poisson: -87.3319 valid_0's huber: 29.6643
[23] valid_0's poisson: -87.339 valid_0's huber: 29.6577
[24] valid_0's poisson: -87.3462 valid_0's huber: 29.6512
[25] valid_0's poisson: -87.3533 valid_0's huber: 29.6446
[26] valid_0's poisson: -87.3604 valid_0's huber: 29.638
[27] valid_0's poisson: -87.3676 valid_0's huber: 29.6314
[28] valid_0's poisson: -87.3747 valid_0's huber: 29.6248
[29] valid_0's poisson: -87.3818 valid_0's huber: 29.6183
[30] valid_0's poisson: -87.3889 valid_0's huber: 29.6117
[31] valid_0's poisson: -87.396 valid_0's huber: 29.6051
[32] valid_0's poisson: -87.4032 valid_0's huber: 29.5986
[33] valid_0's poisson: -87.4103 valid_0's huber: 29.592
[34] valid_0's poisson: -87.4174 valid_0's huber: 29.5854
[35] valid_0's poisson: -87.4245 valid_0's huber: 29.5789
[36] valid_0's poisson: -87.4316 valid_0's huber: 29.5723
[37] valid_0's poisson: -87.4387 valid_0's huber: 29.5657
[38] valid_0's poisson: -87.4458 valid_0's huber: 29.5592
[39] valid_0's poisson: -87.4528 valid_0's huber: 29.5526
[40] valid_0's poisson: -87.4599 valid_0's huber: 29.5461
[41] valid_0's poisson: -87.467 valid_0's huber: 29.5395
[42] valid_0's poisson: -87.4741 valid_0's huber: 29.533
[43] valid_0's poisson: -87.4812 valid_0's huber: 29.5264
[44] valid_0's poisson: -87.4882 valid_0's huber: 29.5199
[45] valid_0's poisson: -87.4953 valid_0's huber: 29.5134
[46] valid_0's poisson: -87.5024 valid_0's huber: 29.5068
[47] valid_0's poisson: -87.5094 valid_0's huber: 29.5003
[48] valid_0's poisson: -87.5165 valid_0's huber: 29.4937
[49] valid_0's poisson: -87.5235 valid_0's huber: 29.4872
[50] valid_0's poisson: -87.5306 valid_0's huber: 29.4807
[51] valid_0's poisson: -87.5376 valid_0's huber: 29.4741
[52] valid_0's poisson: -87.5447 valid_0's huber: 29.4676
[53] valid_0's poisson: -87.5517 valid_0's huber: 29.4611
[54] valid_0's poisson: -87.5588 valid_0's huber: 29.4546
[55] valid_0's poisson: -87.5658 valid_0's huber: 29.4481
[56] valid_0's poisson: -87.5728 valid_0's huber: 29.4415
[57] valid_0's poisson: -87.5799 valid_0's huber: 29.435
[58] valid_0's poisson: -87.5869 valid_0's huber: 29.4285
[59] valid_0's poisson: -87.5939 valid_0's huber: 29.422
[60] valid_0's poisson: -87.6009 valid_0's huber: 29.4155
[61] valid_0's poisson: -87.6079 valid_0's huber: 29.409
[62] valid_0's poisson: -87.615 valid_0's huber: 29.4025
[63] valid_0's poisson: -87.622 valid_0's huber: 29.396
[64] valid_0's poisson: -87.629 valid_0's huber: 29.3895
[65] valid_0's poisson: -87.636 valid_0's huber: 29.383
[66] valid_0's poisson: -87.643 valid_0's huber: 29.3765
[67] valid_0's poisson: -87.65 valid_0's huber: 29.37
[68] valid_0's poisson: -87.657 valid_0's huber: 29.3635
[69] valid_0's poisson: -87.6639 valid_0's huber: 29.357
[70] valid_0's poisson: -87.6709 valid_0's huber: 29.3505
[71] valid_0's poisson: -87.6779 valid_0's huber: 29.344
[72] valid_0's poisson: -87.6849 valid_0's huber: 29.3375
[73] valid_0's poisson: -87.6919 valid_0's huber: 29.331
[74] valid_0's poisson: -87.6988 valid_0's huber: 29.3245
[75] valid_0's poisson: -87.7058 valid_0's huber: 29.318
[76] valid_0's poisson: -87.7128 valid_0's huber: 29.3116
[77] valid_0's poisson: -87.7197 valid_0's huber: 29.3051
[78] valid_0's poisson: -87.727 valid_0's huber: 29.2985
[79] valid_0's poisson: -87.7342 valid_0's huber: 29.2919
[80] valid_0's poisson: -87.7414 valid_0's huber: 29.2854
[81] valid_0's poisson: -87.7486 valid_0's huber: 29.2788
[82] valid_0's poisson: -87.7558 valid_0's huber: 29.2722
[83] valid_0's poisson: -87.763 valid_0's huber: 29.2657
[84] valid_0's poisson: -87.7702 valid_0's huber: 29.2591
[85] valid_0's poisson: -87.7774 valid_0's huber: 29.2525
[86] valid_0's poisson: -87.7845 valid_0's huber: 29.246
[87] valid_0's poisson: -87.7917 valid_0's huber: 29.2394
[88] valid_0's poisson: -87.7989 valid_0's huber: 29.2328
[89] valid_0's poisson: -87.8061 valid_0's huber: 29.2263
[90] valid_0's poisson: -87.8133 valid_0's huber: 29.2197
[91] valid_0's poisson: -87.8202 valid_0's huber: 29.2133
[92] valid_0's poisson: -87.8274 valid_0's huber: 29.2067
[93] valid_0's poisson: -87.8346 valid_0's huber: 29.2002
[94] valid_0's poisson: -87.8415 valid_0's huber: 29.1937
[95] valid_0's poisson: -87.8486 valid_0's huber: 29.1872
[96] valid_0's poisson: -87.8558 valid_0's huber: 29.1806
[97] valid_0's poisson: -87.863 valid_0's huber: 29.1741
[98] valid_0's poisson: -87.8699 valid_0's huber: 29.1676
[99] valid_0's poisson: -87.877 valid_0's huber: 29.1611
[100] valid_0's poisson: -87.8842 valid_0's huber: 29.1546
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1769 valid_0's huber: 29.8363
[2] valid_0's poisson: -87.1841 valid_0's huber: 29.8296
[3] valid_0's poisson: -87.1914 valid_0's huber: 29.823
[4] valid_0's poisson: -87.1987 valid_0's huber: 29.8164
[5] valid_0's poisson: -87.2059 valid_0's huber: 29.8098
[6] valid_0's poisson: -87.2132 valid_0's huber: 29.8032
[7] valid_0's poisson: -87.2204 valid_0's huber: 29.7966
[8] valid_0's poisson: -87.2277 valid_0's huber: 29.79
[9] valid_0's poisson: -87.2349 valid_0's huber: 29.7834
[10] valid_0's poisson: -87.2422 valid_0's huber: 29.7768
[11] valid_0's poisson: -87.2494 valid_0's huber: 29.7703
[12] valid_0's poisson: -87.2567 valid_0's huber: 29.7637
[13] valid_0's poisson: -87.2639 valid_0's huber: 29.7571
[14] valid_0's poisson: -87.2712 valid_0's huber: 29.7505
[15] valid_0's poisson: -87.2784 valid_0's huber: 29.7439
[16] valid_0's poisson: -87.2857 valid_0's huber: 29.7373
[17] valid_0's poisson: -87.2929 valid_0's huber: 29.7307
[18] valid_0's poisson: -87.3001 valid_0's huber: 29.7241
[19] valid_0's poisson: -87.3074 valid_0's huber: 29.7175
[20] valid_0's poisson: -87.3146 valid_0's huber: 29.7109
[21] valid_0's poisson: -87.3218 valid_0's huber: 29.7044
[22] valid_0's poisson: -87.329 valid_0's huber: 29.6978
[23] valid_0's poisson: -87.3362 valid_0's huber: 29.6912
[24] valid_0's poisson: -87.3435 valid_0's huber: 29.6846
[25] valid_0's poisson: -87.3507 valid_0's huber: 29.6781
[26] valid_0's poisson: -87.3579 valid_0's huber: 29.6715
[27] valid_0's poisson: -87.3651 valid_0's huber: 29.6649
[28] valid_0's poisson: -87.3723 valid_0's huber: 29.6583
[29] valid_0's poisson: -87.3795 valid_0's huber: 29.6518
[30] valid_0's poisson: -87.3867 valid_0's huber: 29.6452
[31] valid_0's poisson: -87.3939 valid_0's huber: 29.6386
[32] valid_0's poisson: -87.4011 valid_0's huber: 29.6321
[33] valid_0's poisson: -87.4083 valid_0's huber: 29.6255
[34] valid_0's poisson: -87.4155 valid_0's huber: 29.619
[35] valid_0's poisson: -87.4227 valid_0's huber: 29.6124
[36] valid_0's poisson: -87.4299 valid_0's huber: 29.6058
[37] valid_0's poisson: -87.437 valid_0's huber: 29.5993
[38] valid_0's poisson: -87.4442 valid_0's huber: 29.5927
[39] valid_0's poisson: -87.4514 valid_0's huber: 29.5862
[40] valid_0's poisson: -87.4586 valid_0's huber: 29.5796
[41] valid_0's poisson: -87.4657 valid_0's huber: 29.5731
[42] valid_0's poisson: -87.4729 valid_0's huber: 29.5665
[43] valid_0's poisson: -87.4801 valid_0's huber: 29.56
[44] valid_0's poisson: -87.4872 valid_0's huber: 29.5535
[45] valid_0's poisson: -87.4944 valid_0's huber: 29.5469
[46] valid_0's poisson: -87.5016 valid_0's huber: 29.5404
[47] valid_0's poisson: -87.5087 valid_0's huber: 29.5338
[48] valid_0's poisson: -87.5159 valid_0's huber: 29.5273
[49] valid_0's poisson: -87.523 valid_0's huber: 29.5208
[50] valid_0's poisson: -87.5302 valid_0's huber: 29.5142
[51] valid_0's poisson: -87.5373 valid_0's huber: 29.5077
[52] valid_0's poisson: -87.5445 valid_0's huber: 29.5012
[53] valid_0's poisson: -87.5516 valid_0's huber: 29.4946
[54] valid_0's poisson: -87.5587 valid_0's huber: 29.4881
[55] valid_0's poisson: -87.5659 valid_0's huber: 29.4816
[56] valid_0's poisson: -87.573 valid_0's huber: 29.4751
[57] valid_0's poisson: -87.5801 valid_0's huber: 29.4686
[58] valid_0's poisson: -87.5873 valid_0's huber: 29.462
[59] valid_0's poisson: -87.5944 valid_0's huber: 29.4555
[60] valid_0's poisson: -87.6015 valid_0's huber: 29.449
[61] valid_0's poisson: -87.6086 valid_0's huber: 29.4425
[62] valid_0's poisson: -87.6158 valid_0's huber: 29.436
[63] valid_0's poisson: -87.6229 valid_0's huber: 29.4295
[64] valid_0's poisson: -87.63 valid_0's huber: 29.423
[65] valid_0's poisson: -87.6371 valid_0's huber: 29.4164
[66] valid_0's poisson: -87.6442 valid_0's huber: 29.4099
[67] valid_0's poisson: -87.6513 valid_0's huber: 29.4034
[68] valid_0's poisson: -87.6584 valid_0's huber: 29.3969
[69] valid_0's poisson: -87.6655 valid_0's huber: 29.3904
[70] valid_0's poisson: -87.6726 valid_0's huber: 29.3839
[71] valid_0's poisson: -87.6797 valid_0's huber: 29.3774
[72] valid_0's poisson: -87.6868 valid_0's huber: 29.3709
[73] valid_0's poisson: -87.6939 valid_0's huber: 29.3644
[74] valid_0's poisson: -87.701 valid_0's huber: 29.3579
[75] valid_0's poisson: -87.7081 valid_0's huber: 29.3515
[76] valid_0's poisson: -87.7151 valid_0's huber: 29.345
[77] valid_0's poisson: -87.7222 valid_0's huber: 29.3385
[78] valid_0's poisson: -87.7293 valid_0's huber: 29.332
[79] valid_0's poisson: -87.7364 valid_0's huber: 29.3255
[80] valid_0's poisson: -87.7434 valid_0's huber: 29.319
[81] valid_0's poisson: -87.7505 valid_0's huber: 29.3125
[82] valid_0's poisson: -87.7576 valid_0's huber: 29.3061
[83] valid_0's poisson: -87.7646 valid_0's huber: 29.2996
[84] valid_0's poisson: -87.7717 valid_0's huber: 29.2931
[85] valid_0's poisson: -87.7788 valid_0's huber: 29.2866
[86] valid_0's poisson: -87.7858 valid_0's huber: 29.2802
[87] valid_0's poisson: -87.7929 valid_0's huber: 29.2737
[88] valid_0's poisson: -87.7999 valid_0's huber: 29.2672
[89] valid_0's poisson: -87.807 valid_0's huber: 29.2608
[90] valid_0's poisson: -87.814 valid_0's huber: 29.2543
[91] valid_0's poisson: -87.8211 valid_0's huber: 29.2478
[92] valid_0's poisson: -87.8281 valid_0's huber: 29.2414
[93] valid_0's poisson: -87.8351 valid_0's huber: 29.2349
[94] valid_0's poisson: -87.8422 valid_0's huber: 29.2285
[95] valid_0's poisson: -87.8492 valid_0's huber: 29.222
[96] valid_0's poisson: -87.8562 valid_0's huber: 29.2155
[97] valid_0's poisson: -87.8633 valid_0's huber: 29.2091
[98] valid_0's poisson: -87.8703 valid_0's huber: 29.2026
[99] valid_0's poisson: -87.8773 valid_0's huber: 29.1962
[100] valid_0's poisson: -87.8843 valid_0's huber: 29.1897
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1833 valid_0's huber: 29.787
[2] valid_0's poisson: -87.1907 valid_0's huber: 29.7804
[3] valid_0's poisson: -87.198 valid_0's huber: 29.7737
[4] valid_0's poisson: -87.2053 valid_0's huber: 29.7671
[5] valid_0's poisson: -87.2126 valid_0's huber: 29.7605
[6] valid_0's poisson: -87.2199 valid_0's huber: 29.7539
[7] valid_0's poisson: -87.2272 valid_0's huber: 29.7473
[8] valid_0's poisson: -87.2345 valid_0's huber: 29.7407
[9] valid_0's poisson: -87.2418 valid_0's huber: 29.7341
[10] valid_0's poisson: -87.2491 valid_0's huber: 29.7274
[11] valid_0's poisson: -87.2564 valid_0's huber: 29.7208
[12] valid_0's poisson: -87.2637 valid_0's huber: 29.7142
[13] valid_0's poisson: -87.271 valid_0's huber: 29.7076
[14] valid_0's poisson: -87.2783 valid_0's huber: 29.701
[15] valid_0's poisson: -87.2856 valid_0's huber: 29.6944
[16] valid_0's poisson: -87.2929 valid_0's huber: 29.6878
[17] valid_0's poisson: -87.3002 valid_0's huber: 29.6812
[18] valid_0's poisson: -87.3075 valid_0's huber: 29.6746
[19] valid_0's poisson: -87.3148 valid_0's huber: 29.668
[20] valid_0's poisson: -87.322 valid_0's huber: 29.6614
[21] valid_0's poisson: -87.3293 valid_0's huber: 29.6548
[22] valid_0's poisson: -87.3366 valid_0's huber: 29.6482
[23] valid_0's poisson: -87.3439 valid_0's huber: 29.6417
[24] valid_0's poisson: -87.3511 valid_0's huber: 29.6351
[25] valid_0's poisson: -87.3584 valid_0's huber: 29.6285
[26] valid_0's poisson: -87.3657 valid_0's huber: 29.6219
[27] valid_0's poisson: -87.3729 valid_0's huber: 29.6153
[28] valid_0's poisson: -87.3802 valid_0's huber: 29.6087
[29] valid_0's poisson: -87.3874 valid_0's huber: 29.6021
[30] valid_0's poisson: -87.3947 valid_0's huber: 29.5956
[31] valid_0's poisson: -87.4019 valid_0's huber: 29.589
[32] valid_0's poisson: -87.4092 valid_0's huber: 29.5824
[33] valid_0's poisson: -87.4164 valid_0's huber: 29.5758
[34] valid_0's poisson: -87.4237 valid_0's huber: 29.5693
[35] valid_0's poisson: -87.4309 valid_0's huber: 29.5627
[36] valid_0's poisson: -87.4382 valid_0's huber: 29.5561
[37] valid_0's poisson: -87.4454 valid_0's huber: 29.5495
[38] valid_0's poisson: -87.4526 valid_0's huber: 29.543
[39] valid_0's poisson: -87.4598 valid_0's huber: 29.5364
[40] valid_0's poisson: -87.4671 valid_0's huber: 29.5299
[41] valid_0's poisson: -87.4743 valid_0's huber: 29.5233
[42] valid_0's poisson: -87.4815 valid_0's huber: 29.5167
[43] valid_0's poisson: -87.4887 valid_0's huber: 29.5102
[44] valid_0's poisson: -87.496 valid_0's huber: 29.5036
[45] valid_0's poisson: -87.5032 valid_0's huber: 29.4971
[46] valid_0's poisson: -87.5104 valid_0's huber: 29.4905
[47] valid_0's poisson: -87.5176 valid_0's huber: 29.484
[48] valid_0's poisson: -87.5248 valid_0's huber: 29.4774
[49] valid_0's poisson: -87.532 valid_0's huber: 29.4709
[50] valid_0's poisson: -87.5392 valid_0's huber: 29.4643
[51] valid_0's poisson: -87.5464 valid_0's huber: 29.4578
[52] valid_0's poisson: -87.5536 valid_0's huber: 29.4512
[53] valid_0's poisson: -87.5608 valid_0's huber: 29.4447
[54] valid_0's poisson: -87.5679 valid_0's huber: 29.4382
[55] valid_0's poisson: -87.5751 valid_0's huber: 29.4316
[56] valid_0's poisson: -87.5823 valid_0's huber: 29.4251
[57] valid_0's poisson: -87.5895 valid_0's huber: 29.4185
[58] valid_0's poisson: -87.5967 valid_0's huber: 29.412
[59] valid_0's poisson: -87.6038 valid_0's huber: 29.4055
[60] valid_0's poisson: -87.611 valid_0's huber: 29.399
[61] valid_0's poisson: -87.6182 valid_0's huber: 29.3924
[62] valid_0's poisson: -87.6253 valid_0's huber: 29.3859
[63] valid_0's poisson: -87.6325 valid_0's huber: 29.3794
[64] valid_0's poisson: -87.6397 valid_0's huber: 29.3729
[65] valid_0's poisson: -87.6468 valid_0's huber: 29.3663
[66] valid_0's poisson: -87.654 valid_0's huber: 29.3598
[67] valid_0's poisson: -87.6611 valid_0's huber: 29.3533
[68] valid_0's poisson: -87.6683 valid_0's huber: 29.3468
[69] valid_0's poisson: -87.6754 valid_0's huber: 29.3403
[70] valid_0's poisson: -87.6826 valid_0's huber: 29.3338
[71] valid_0's poisson: -87.6897 valid_0's huber: 29.3273
[72] valid_0's poisson: -87.6968 valid_0's huber: 29.3208
[73] valid_0's poisson: -87.704 valid_0's huber: 29.3142
[74] valid_0's poisson: -87.7111 valid_0's huber: 29.3077
[75] valid_0's poisson: -87.7182 valid_0's huber: 29.3012
[76] valid_0's poisson: -87.7254 valid_0's huber: 29.2947
[77] valid_0's poisson: -87.7325 valid_0's huber: 29.2882
[78] valid_0's poisson: -87.7396 valid_0's huber: 29.2817
[79] valid_0's poisson: -87.7467 valid_0's huber: 29.2753
[80] valid_0's poisson: -87.7538 valid_0's huber: 29.2688
[81] valid_0's poisson: -87.761 valid_0's huber: 29.2623
[82] valid_0's poisson: -87.7681 valid_0's huber: 29.2558
[83] valid_0's poisson: -87.7752 valid_0's huber: 29.2493
[84] valid_0's poisson: -87.7823 valid_0's huber: 29.2428
[85] valid_0's poisson: -87.7894 valid_0's huber: 29.2363
[86] valid_0's poisson: -87.7965 valid_0's huber: 29.2298
[87] valid_0's poisson: -87.8036 valid_0's huber: 29.2234
[88] valid_0's poisson: -87.8107 valid_0's huber: 29.2169
[89] valid_0's poisson: -87.8177 valid_0's huber: 29.2104
[90] valid_0's poisson: -87.8248 valid_0's huber: 29.2039
[91] valid_0's poisson: -87.8319 valid_0's huber: 29.1975
[92] valid_0's poisson: -87.839 valid_0's huber: 29.191
[93] valid_0's poisson: -87.8461 valid_0's huber: 29.1845
[94] valid_0's poisson: -87.8532 valid_0's huber: 29.1781
[95] valid_0's poisson: -87.8602 valid_0's huber: 29.1716
[96] valid_0's poisson: -87.8673 valid_0's huber: 29.1651
[97] valid_0's poisson: -87.8744 valid_0's huber: 29.1587
[98] valid_0's poisson: -87.8814 valid_0's huber: 29.1522
[99] valid_0's poisson: -87.8885 valid_0's huber: 29.1458
[100] valid_0's poisson: -87.8956 valid_0's huber: 29.1393
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1709 valid_0's huber: 29.8786
[2] valid_0's poisson: -87.1783 valid_0's huber: 29.872
[3] valid_0's poisson: -87.1856 valid_0's huber: 29.8653
[4] valid_0's poisson: -87.1929 valid_0's huber: 29.8587
[5] valid_0's poisson: -87.2002 valid_0's huber: 29.852
[6] valid_0's poisson: -87.2075 valid_0's huber: 29.8454
[7] valid_0's poisson: -87.2148 valid_0's huber: 29.8388
[8] valid_0's poisson: -87.2221 valid_0's huber: 29.8321
[9] valid_0's poisson: -87.2294 valid_0's huber: 29.8255
[10] valid_0's poisson: -87.2367 valid_0's huber: 29.8189
[11] valid_0's poisson: -87.244 valid_0's huber: 29.8122
[12] valid_0's poisson: -87.2513 valid_0's huber: 29.8056
[13] valid_0's poisson: -87.2586 valid_0's huber: 29.799
[14] valid_0's poisson: -87.2659 valid_0's huber: 29.7924
[15] valid_0's poisson: -87.2732 valid_0's huber: 29.7857
[16] valid_0's poisson: -87.2805 valid_0's huber: 29.7791
[17] valid_0's poisson: -87.2878 valid_0's huber: 29.7725
[18] valid_0's poisson: -87.295 valid_0's huber: 29.7659
[19] valid_0's poisson: -87.3023 valid_0's huber: 29.7592
[20] valid_0's poisson: -87.3096 valid_0's huber: 29.7526
[21] valid_0's poisson: -87.3169 valid_0's huber: 29.746
[22] valid_0's poisson: -87.3241 valid_0's huber: 29.7394
[23] valid_0's poisson: -87.3314 valid_0's huber: 29.7328
[24] valid_0's poisson: -87.3387 valid_0's huber: 29.7262
[25] valid_0's poisson: -87.3459 valid_0's huber: 29.7195
[26] valid_0's poisson: -87.3532 valid_0's huber: 29.7129
[27] valid_0's poisson: -87.3604 valid_0's huber: 29.7063
[28] valid_0's poisson: -87.3677 valid_0's huber: 29.6997
[29] valid_0's poisson: -87.375 valid_0's huber: 29.6931
[30] valid_0's poisson: -87.3822 valid_0's huber: 29.6865
[31] valid_0's poisson: -87.3894 valid_0's huber: 29.6799
[32] valid_0's poisson: -87.3967 valid_0's huber: 29.6733
[33] valid_0's poisson: -87.4039 valid_0's huber: 29.6667
[34] valid_0's poisson: -87.4112 valid_0's huber: 29.6601
[35] valid_0's poisson: -87.4184 valid_0's huber: 29.6535
[36] valid_0's poisson: -87.4256 valid_0's huber: 29.6469
[37] valid_0's poisson: -87.4329 valid_0's huber: 29.6403
[38] valid_0's poisson: -87.4401 valid_0's huber: 29.6337
[39] valid_0's poisson: -87.4473 valid_0's huber: 29.6271
[40] valid_0's poisson: -87.4545 valid_0's huber: 29.6205
[41] valid_0's poisson: -87.4618 valid_0's huber: 29.6139
[42] valid_0's poisson: -87.469 valid_0's huber: 29.6073
[43] valid_0's poisson: -87.4762 valid_0's huber: 29.6008
[44] valid_0's poisson: -87.4834 valid_0's huber: 29.5942
[45] valid_0's poisson: -87.4906 valid_0's huber: 29.5876
[46] valid_0's poisson: -87.4978 valid_0's huber: 29.581
[47] valid_0's poisson: -87.505 valid_0's huber: 29.5744
[48] valid_0's poisson: -87.5122 valid_0's huber: 29.5679
[49] valid_0's poisson: -87.5194 valid_0's huber: 29.5613
[50] valid_0's poisson: -87.5266 valid_0's huber: 29.5547
[51] valid_0's poisson: -87.5338 valid_0's huber: 29.5482
[52] valid_0's poisson: -87.541 valid_0's huber: 29.5416
[53] valid_0's poisson: -87.5482 valid_0's huber: 29.535
[54] valid_0's poisson: -87.5554 valid_0's huber: 29.5285
[55] valid_0's poisson: -87.5626 valid_0's huber: 29.5219
[56] valid_0's poisson: -87.5697 valid_0's huber: 29.5153
[57] valid_0's poisson: -87.5769 valid_0's huber: 29.5088
[58] valid_0's poisson: -87.5841 valid_0's huber: 29.5022
[59] valid_0's poisson: -87.5913 valid_0's huber: 29.4957
[60] valid_0's poisson: -87.5984 valid_0's huber: 29.4891
[61] valid_0's poisson: -87.6056 valid_0's huber: 29.4826
[62] valid_0's poisson: -87.6128 valid_0's huber: 29.476
[63] valid_0's poisson: -87.6199 valid_0's huber: 29.4695
[64] valid_0's poisson: -87.6271 valid_0's huber: 29.4629
[65] valid_0's poisson: -87.6343 valid_0's huber: 29.4564
[66] valid_0's poisson: -87.6414 valid_0's huber: 29.4498
[67] valid_0's poisson: -87.6486 valid_0's huber: 29.4433
[68] valid_0's poisson: -87.6557 valid_0's huber: 29.4367
[69] valid_0's poisson: -87.6629 valid_0's huber: 29.4302
[70] valid_0's poisson: -87.67 valid_0's huber: 29.4237
[71] valid_0's poisson: -87.6771 valid_0's huber: 29.4171
[72] valid_0's poisson: -87.6843 valid_0's huber: 29.4106
[73] valid_0's poisson: -87.6914 valid_0's huber: 29.4041
[74] valid_0's poisson: -87.6985 valid_0's huber: 29.3975
[75] valid_0's poisson: -87.7057 valid_0's huber: 29.391
[76] valid_0's poisson: -87.7128 valid_0's huber: 29.3845
[77] valid_0's poisson: -87.7199 valid_0's huber: 29.3779
[78] valid_0's poisson: -87.7271 valid_0's huber: 29.3714
[79] valid_0's poisson: -87.7342 valid_0's huber: 29.3649
[80] valid_0's poisson: -87.7413 valid_0's huber: 29.3584
[81] valid_0's poisson: -87.7484 valid_0's huber: 29.3519
[82] valid_0's poisson: -87.7555 valid_0's huber: 29.3453
[83] valid_0's poisson: -87.7626 valid_0's huber: 29.3388
[84] valid_0's poisson: -87.7697 valid_0's huber: 29.3323
[85] valid_0's poisson: -87.7768 valid_0's huber: 29.3258
[86] valid_0's poisson: -87.7839 valid_0's huber: 29.3193
[87] valid_0's poisson: -87.791 valid_0's huber: 29.3128
[88] valid_0's poisson: -87.7981 valid_0's huber: 29.3063
[89] valid_0's poisson: -87.8052 valid_0's huber: 29.2998
[90] valid_0's poisson: -87.8123 valid_0's huber: 29.2933
[91] valid_0's poisson: -87.8194 valid_0's huber: 29.2868
[92] valid_0's poisson: -87.8265 valid_0's huber: 29.2803
[93] valid_0's poisson: -87.8336 valid_0's huber: 29.2738
[94] valid_0's poisson: -87.8407 valid_0's huber: 29.2673
[95] valid_0's poisson: -87.8478 valid_0's huber: 29.2608
[96] valid_0's poisson: -87.8548 valid_0's huber: 29.2543
[97] valid_0's poisson: -87.8619 valid_0's huber: 29.2478
[98] valid_0's poisson: -87.869 valid_0's huber: 29.2413
[99] valid_0's poisson: -87.876 valid_0's huber: 29.2348
[100] valid_0's poisson: -87.8831 valid_0's huber: 29.2283
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.843 valid_0's huber: 29.2575
[2] valid_0's poisson: -88.4965 valid_0's huber: 28.7106
[3] valid_0's poisson: -89.1345 valid_0's huber: 28.1711
[4] valid_0's poisson: -89.757 valid_0's huber: 27.6391
[5] valid_0's poisson: -90.3667 valid_0's huber: 27.1122
[6] valid_0's poisson: -90.9636 valid_0's huber: 26.5915
[7] valid_0's poisson: -91.5466 valid_0's huber: 26.0797
[8] valid_0's poisson: -92.1205 valid_0's huber: 25.5734
[9] valid_0's poisson: -92.6801 valid_0's huber: 25.074
[10] valid_0's poisson: -93.2253 valid_0's huber: 24.5828
[11] valid_0's poisson: -93.7586 valid_0's huber: 24.1003
[12] valid_0's poisson: -94.2829 valid_0's huber: 23.6203
[13] valid_0's poisson: -94.7939 valid_0's huber: 23.1491
[14] valid_0's poisson: -95.2923 valid_0's huber: 22.6859
[15] valid_0's poisson: -95.7787 valid_0's huber: 22.231
[16] valid_0's poisson: -96.2482 valid_0's huber: 21.7869
[17] valid_0's poisson: -96.7083 valid_0's huber: 21.3479
[18] valid_0's poisson: -97.1535 valid_0's huber: 20.9212
[19] valid_0's poisson: -97.5937 valid_0's huber: 20.5017
[20] valid_0's poisson: -98.023 valid_0's huber: 20.0853
[21] valid_0's poisson: -98.4391 valid_0's huber: 19.6806
[22] valid_0's poisson: -98.8492 valid_0's huber: 19.2813
[23] valid_0's poisson: -99.2608 valid_0's huber: 18.8747
[24] valid_0's poisson: -99.6603 valid_0's huber: 18.4761
[25] valid_0's poisson: -100.041 valid_0's huber: 18.0947
[26] valid_0's poisson: -100.412 valid_0's huber: 17.7211
[27] valid_0's poisson: -100.774 valid_0's huber: 17.3581
[28] valid_0's poisson: -101.118 valid_0's huber: 17.0114
[29] valid_0's poisson: -101.458 valid_0's huber: 16.6657
[30] valid_0's poisson: -101.783 valid_0's huber: 16.339
[31] valid_0's poisson: -102.092 valid_0's huber: 16.0267
[32] valid_0's poisson: -102.393 valid_0's huber: 15.7239
[33] valid_0's poisson: -102.679 valid_0's huber: 15.4353
[34] valid_0's poisson: -102.947 valid_0's huber: 15.1678
[35] valid_0's poisson: -103.201 valid_0's huber: 14.9121
[36] valid_0's poisson: -103.451 valid_0's huber: 14.6612
[37] valid_0's poisson: -103.688 valid_0's huber: 14.4259
[38] valid_0's poisson: -103.904 valid_0's huber: 14.2061
[39] valid_0's poisson: -104.104 valid_0's huber: 14.0046
[40] valid_0's poisson: -104.285 valid_0's huber: 13.824
[41] valid_0's poisson: -104.444 valid_0's huber: 13.6698
[42] valid_0's poisson: -104.58 valid_0's huber: 13.5386
[43] valid_0's poisson: -104.7 valid_0's huber: 13.4256
[44] valid_0's poisson: -104.804 valid_0's huber: 13.3314
[45] valid_0's poisson: -104.886 valid_0's huber: 13.2479
[46] valid_0's poisson: -104.962 valid_0's huber: 13.1742
[47] valid_0's poisson: -105.001 valid_0's huber: 13.0997
[48] valid_0's poisson: -105.041 valid_0's huber: 13.0307
[49] valid_0's poisson: -105.123 valid_0's huber: 12.9593
[50] valid_0's poisson: -105.175 valid_0's huber: 12.8891
[51] valid_0's poisson: -105.251 valid_0's huber: 12.8235
[52] valid_0's poisson: -105.333 valid_0's huber: 12.7625
[53] valid_0's poisson: -105.397 valid_0's huber: 12.7012
[54] valid_0's poisson: -105.465 valid_0's huber: 12.6413
[55] valid_0's poisson: -105.546 valid_0's huber: 12.5816
[56] valid_0's poisson: -105.597 valid_0's huber: 12.5224
[57] valid_0's poisson: -105.69 valid_0's huber: 12.4654
[58] valid_0's poisson: -105.756 valid_0's huber: 12.409
[59] valid_0's poisson: -105.788 valid_0's huber: 12.3583
[60] valid_0's poisson: -105.829 valid_0's huber: 12.3062
[61] valid_0's poisson: -105.891 valid_0's huber: 12.2528
[62] valid_0's poisson: -105.94 valid_0's huber: 12.2019
[63] valid_0's poisson: -105.989 valid_0's huber: 12.1573
[64] valid_0's poisson: -106.072 valid_0's huber: 12.1141
[65] valid_0's poisson: -106.127 valid_0's huber: 12.0682
[66] valid_0's poisson: -106.178 valid_0's huber: 12.0231
[67] valid_0's poisson: -106.234 valid_0's huber: 11.9773
[68] valid_0's poisson: -106.281 valid_0's huber: 11.9354
[69] valid_0's poisson: -106.323 valid_0's huber: 11.8922
[70] valid_0's poisson: -106.344 valid_0's huber: 11.8524
[71] valid_0's poisson: -106.401 valid_0's huber: 11.81
[72] valid_0's poisson: -106.448 valid_0's huber: 11.7641
[73] valid_0's poisson: -106.485 valid_0's huber: 11.7242
[74] valid_0's poisson: -106.52 valid_0's huber: 11.6841
[75] valid_0's poisson: -106.56 valid_0's huber: 11.6453
[76] valid_0's poisson: -106.606 valid_0's huber: 11.602
[77] valid_0's poisson: -106.644 valid_0's huber: 11.5608
[78] valid_0's poisson: -106.661 valid_0's huber: 11.5178
[79] valid_0's poisson: -106.701 valid_0's huber: 11.4818
[80] valid_0's poisson: -106.749 valid_0's huber: 11.4449
[81] valid_0's poisson: -106.787 valid_0's huber: 11.4089
[82] valid_0's poisson: -106.803 valid_0's huber: 11.3779
[83] valid_0's poisson: -106.823 valid_0's huber: 11.3431
[84] valid_0's poisson: -106.848 valid_0's huber: 11.3081
[85] valid_0's poisson: -106.89 valid_0's huber: 11.2789
[86] valid_0's poisson: -106.902 valid_0's huber: 11.2479
[87] valid_0's poisson: -106.949 valid_0's huber: 11.2174
[88] valid_0's poisson: -106.98 valid_0's huber: 11.1858
[89] valid_0's poisson: -107.009 valid_0's huber: 11.1551
[90] valid_0's poisson: -107.032 valid_0's huber: 11.1251
[91] valid_0's poisson: -107.067 valid_0's huber: 11.0945
[92] valid_0's poisson: -107.094 valid_0's huber: 11.0643
[93] valid_0's poisson: -107.115 valid_0's huber: 11.0357
[94] valid_0's poisson: -107.141 valid_0's huber: 11.007
[95] valid_0's poisson: -107.148 valid_0's huber: 10.9774
[96] valid_0's poisson: -107.167 valid_0's huber: 10.952
[97] valid_0's poisson: -107.195 valid_0's huber: 10.9216
[98] valid_0's poisson: -107.219 valid_0's huber: 10.8953
[99] valid_0's poisson: -107.223 valid_0's huber: 10.8662
[100] valid_0's poisson: -107.247 valid_0's huber: 10.8405
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8383 valid_0's huber: 29.2601
[2] valid_0's poisson: -88.4877 valid_0's huber: 28.7168
[3] valid_0's poisson: -89.1208 valid_0's huber: 28.181
[4] valid_0's poisson: -89.7473 valid_0's huber: 27.6424
[5] valid_0's poisson: -90.3572 valid_0's huber: 27.1119
[6] valid_0's poisson: -90.9561 valid_0's huber: 26.5873
[7] valid_0's poisson: -91.5399 valid_0's huber: 26.0727
[8] valid_0's poisson: -92.1151 valid_0's huber: 25.5609
[9] valid_0's poisson: -92.669 valid_0's huber: 25.0646
[10] valid_0's poisson: -93.2175 valid_0's huber: 24.57
[11] valid_0's poisson: -93.7523 valid_0's huber: 24.0845
[12] valid_0's poisson: -94.2787 valid_0's huber: 23.6017
[13] valid_0's poisson: -94.7889 valid_0's huber: 23.1289
[14] valid_0's poisson: -95.288 valid_0's huber: 22.664
[15] valid_0's poisson: -95.7699 valid_0's huber: 22.2109
[16] valid_0's poisson: -96.2413 valid_0's huber: 21.7656
[17] valid_0's poisson: -96.701 valid_0's huber: 21.3245
[18] valid_0's poisson: -97.1504 valid_0's huber: 20.8935
[19] valid_0's poisson: -97.5914 valid_0's huber: 20.4698
[20] valid_0's poisson: -98.02 valid_0's huber: 20.0565
[21] valid_0's poisson: -98.4365 valid_0's huber: 19.6526
[22] valid_0's poisson: -98.8509 valid_0's huber: 19.2462
[23] valid_0's poisson: -99.2556 valid_0's huber: 18.8431
[24] valid_0's poisson: -99.6512 valid_0's huber: 18.444
[25] valid_0's poisson: -100.033 valid_0's huber: 18.0578
[26] valid_0's poisson: -100.406 valid_0's huber: 17.6841
[27] valid_0's poisson: -100.761 valid_0's huber: 17.3229
[28] valid_0's poisson: -101.11 valid_0's huber: 16.9695
[29] valid_0's poisson: -101.444 valid_0's huber: 16.6288
[30] valid_0's poisson: -101.771 valid_0's huber: 16.2965
[31] valid_0's poisson: -102.082 valid_0's huber: 15.9816
[32] valid_0's poisson: -102.379 valid_0's huber: 15.6774
[33] valid_0's poisson: -102.66 valid_0's huber: 15.3948
[34] valid_0's poisson: -102.929 valid_0's huber: 15.1257
[35] valid_0's poisson: -103.179 valid_0's huber: 14.8735
[36] valid_0's poisson: -103.42 valid_0's huber: 14.6224
[37] valid_0's poisson: -103.662 valid_0's huber: 14.3768
[38] valid_0's poisson: -103.885 valid_0's huber: 14.1535
[39] valid_0's poisson: -104.087 valid_0's huber: 13.9505
[40] valid_0's poisson: -104.268 valid_0's huber: 13.7725
[41] valid_0's poisson: -104.422 valid_0's huber: 13.6206
[42] valid_0's poisson: -104.55 valid_0's huber: 13.5003
[43] valid_0's poisson: -104.664 valid_0's huber: 13.396
[44] valid_0's poisson: -104.763 valid_0's huber: 13.3029
[45] valid_0's poisson: -104.799 valid_0's huber: 13.2226
[46] valid_0's poisson: -104.826 valid_0's huber: 13.1442
[47] valid_0's poisson: -104.906 valid_0's huber: 13.0714
[48] valid_0's poisson: -104.986 valid_0's huber: 13.0029
[49] valid_0's poisson: -105.025 valid_0's huber: 12.9371
[50] valid_0's poisson: -105.116 valid_0's huber: 12.87
[51] valid_0's poisson: -105.212 valid_0's huber: 12.8061
[52] valid_0's poisson: -105.284 valid_0's huber: 12.7449
[53] valid_0's poisson: -105.36 valid_0's huber: 12.6847
[54] valid_0's poisson: -105.416 valid_0's huber: 12.6281
[55] valid_0's poisson: -105.5 valid_0's huber: 12.5688
[56] valid_0's poisson: -105.567 valid_0's huber: 12.5168
[57] valid_0's poisson: -105.629 valid_0's huber: 12.4609
[58] valid_0's poisson: -105.677 valid_0's huber: 12.4058
[59] valid_0's poisson: -105.734 valid_0's huber: 12.3544
[60] valid_0's poisson: -105.754 valid_0's huber: 12.3075
[61] valid_0's poisson: -105.825 valid_0's huber: 12.2612
[62] valid_0's poisson: -105.881 valid_0's huber: 12.2184
[63] valid_0's poisson: -105.926 valid_0's huber: 12.1759
[64] valid_0's poisson: -105.956 valid_0's huber: 12.1259
[65] valid_0's poisson: -106 valid_0's huber: 12.0826
[66] valid_0's poisson: -106.049 valid_0's huber: 12.0401
[67] valid_0's poisson: -106.106 valid_0's huber: 11.9987
[68] valid_0's poisson: -106.163 valid_0's huber: 11.9541
[69] valid_0's poisson: -106.2 valid_0's huber: 11.9112
[70] valid_0's poisson: -106.245 valid_0's huber: 11.8727
[71] valid_0's poisson: -106.282 valid_0's huber: 11.8363
[72] valid_0's poisson: -106.307 valid_0's huber: 11.7954
[73] valid_0's poisson: -106.352 valid_0's huber: 11.7552
[74] valid_0's poisson: -106.399 valid_0's huber: 11.7172
[75] valid_0's poisson: -106.441 valid_0's huber: 11.6789
[76] valid_0's poisson: -106.482 valid_0's huber: 11.6365
[77] valid_0's poisson: -106.527 valid_0's huber: 11.5954
[78] valid_0's poisson: -106.575 valid_0's huber: 11.5597
[79] valid_0's poisson: -106.614 valid_0's huber: 11.5215
[80] valid_0's poisson: -106.65 valid_0's huber: 11.4864
[81] valid_0's poisson: -106.686 valid_0's huber: 11.4503
[82] valid_0's poisson: -106.721 valid_0's huber: 11.4167
[83] valid_0's poisson: -106.773 valid_0's huber: 11.386
[84] valid_0's poisson: -106.803 valid_0's huber: 11.3564
[85] valid_0's poisson: -106.835 valid_0's huber: 11.3249
[86] valid_0's poisson: -106.865 valid_0's huber: 11.2953
[87] valid_0's poisson: -106.896 valid_0's huber: 11.264
[88] valid_0's poisson: -106.938 valid_0's huber: 11.2247
[89] valid_0's poisson: -106.982 valid_0's huber: 11.1871
[90] valid_0's poisson: -107.023 valid_0's huber: 11.1511
[91] valid_0's poisson: -107.05 valid_0's huber: 11.1139
[92] valid_0's poisson: -107.083 valid_0's huber: 11.0747
[93] valid_0's poisson: -107.116 valid_0's huber: 11.0409
[94] valid_0's poisson: -107.159 valid_0's huber: 11.0003
[95] valid_0's poisson: -107.204 valid_0's huber: 10.9603
[96] valid_0's poisson: -107.228 valid_0's huber: 10.9251
[97] valid_0's poisson: -107.26 valid_0's huber: 10.8932
[98] valid_0's poisson: -107.285 valid_0's huber: 10.8658
[99] valid_0's poisson: -107.316 valid_0's huber: 10.833
[100] valid_0's poisson: -107.348 valid_0's huber: 10.8022
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8374 valid_0's huber: 29.285
[2] valid_0's poisson: -88.4892 valid_0's huber: 28.7337
[3] valid_0's poisson: -89.1295 valid_0's huber: 28.1881
[4] valid_0's poisson: -89.7572 valid_0's huber: 27.6484
[5] valid_0's poisson: -90.3697 valid_0's huber: 27.1165
[6] valid_0's poisson: -90.9676 valid_0's huber: 26.5937
[7] valid_0's poisson: -91.5445 valid_0's huber: 26.0818
[8] valid_0's poisson: -92.1145 valid_0's huber: 25.5754
[9] valid_0's poisson: -92.6696 valid_0's huber: 25.0775
[10] valid_0's poisson: -93.2115 valid_0's huber: 24.5902
[11] valid_0's poisson: -93.7442 valid_0's huber: 24.1066
[12] valid_0's poisson: -94.2603 valid_0's huber: 23.6334
[13] valid_0's poisson: -94.763 valid_0's huber: 23.169
[14] valid_0's poisson: -95.2571 valid_0's huber: 22.7095
[15] valid_0's poisson: -95.7373 valid_0's huber: 22.2578
[16] valid_0's poisson: -96.2045 valid_0's huber: 21.8152
[17] valid_0's poisson: -96.6633 valid_0's huber: 21.3812
[18] valid_0's poisson: -97.1084 valid_0's huber: 20.9546
[19] valid_0's poisson: -97.549 valid_0's huber: 20.5301
[20] valid_0's poisson: -97.9732 valid_0's huber: 20.1191
[21] valid_0's poisson: -98.3908 valid_0's huber: 19.7143
[22] valid_0's poisson: -98.8111 valid_0's huber: 19.3028
[23] valid_0's poisson: -99.2208 valid_0's huber: 18.9
[24] valid_0's poisson: -99.6124 valid_0's huber: 18.5107
[25] valid_0's poisson: -100.001 valid_0's huber: 18.1217
[26] valid_0's poisson: -100.371 valid_0's huber: 17.7548
[27] valid_0's poisson: -100.73 valid_0's huber: 17.391
[28] valid_0's poisson: -101.075 valid_0's huber: 17.0407
[29] valid_0's poisson: -101.417 valid_0's huber: 16.6972
[30] valid_0's poisson: -101.742 valid_0's huber: 16.3706
[31] valid_0's poisson: -102.059 valid_0's huber: 16.0487
[32] valid_0's poisson: -102.364 valid_0's huber: 15.738
[33] valid_0's poisson: -102.668 valid_0's huber: 15.4307
[34] valid_0's poisson: -102.949 valid_0's huber: 15.1472
[35] valid_0's poisson: -103.216 valid_0's huber: 14.8781
[36] valid_0's poisson: -103.468 valid_0's huber: 14.6213
[37] valid_0's poisson: -103.7 valid_0's huber: 14.3871
[38] valid_0's poisson: -103.921 valid_0's huber: 14.1659
[39] valid_0's poisson: -104.123 valid_0's huber: 13.965
[40] valid_0's poisson: -104.305 valid_0's huber: 13.792
[41] valid_0's poisson: -104.461 valid_0's huber: 13.6436
[42] valid_0's poisson: -104.596 valid_0's huber: 13.515
[43] valid_0's poisson: -104.712 valid_0's huber: 13.4083
[44] valid_0's poisson: -104.814 valid_0's huber: 13.3146
[45] valid_0's poisson: -104.881 valid_0's huber: 13.2304
[46] valid_0's poisson: -104.965 valid_0's huber: 13.1541
[47] valid_0's poisson: -105.012 valid_0's huber: 13.0803
[48] valid_0's poisson: -105.073 valid_0's huber: 13.0142
[49] valid_0's poisson: -105.128 valid_0's huber: 12.9481
[50] valid_0's poisson: -105.223 valid_0's huber: 12.8837
[51] valid_0's poisson: -105.292 valid_0's huber: 12.8251
[52] valid_0's poisson: -105.354 valid_0's huber: 12.7656
[53] valid_0's poisson: -105.428 valid_0's huber: 12.6993
[54] valid_0's poisson: -105.512 valid_0's huber: 12.6378
[55] valid_0's poisson: -105.574 valid_0's huber: 12.5765
[56] valid_0's poisson: -105.654 valid_0's huber: 12.5227
[57] valid_0's poisson: -105.719 valid_0's huber: 12.4651
[58] valid_0's poisson: -105.776 valid_0's huber: 12.4109
[59] valid_0's poisson: -105.826 valid_0's huber: 12.3576
[60] valid_0's poisson: -105.881 valid_0's huber: 12.3066
[61] valid_0's poisson: -105.939 valid_0's huber: 12.2592
[62] valid_0's poisson: -105.953 valid_0's huber: 12.2097
[63] valid_0's poisson: -106.014 valid_0's huber: 12.1626
[64] valid_0's poisson: -106.054 valid_0's huber: 12.1198
[65] valid_0's poisson: -106.08 valid_0's huber: 12.0739
[66] valid_0's poisson: -106.131 valid_0's huber: 12.0321
[67] valid_0's poisson: -106.207 valid_0's huber: 11.9891
[68] valid_0's poisson: -106.216 valid_0's huber: 11.9432
[69] valid_0's poisson: -106.255 valid_0's huber: 11.9035
[70] valid_0's poisson: -106.299 valid_0's huber: 11.8617
[71] valid_0's poisson: -106.346 valid_0's huber: 11.8209
[72] valid_0's poisson: -106.382 valid_0's huber: 11.7749
[73] valid_0's poisson: -106.422 valid_0's huber: 11.7381
[74] valid_0's poisson: -106.469 valid_0's huber: 11.6969
[75] valid_0's poisson: -106.509 valid_0's huber: 11.6618
[76] valid_0's poisson: -106.546 valid_0's huber: 11.6262
[77] valid_0's poisson: -106.584 valid_0's huber: 11.5913
[78] valid_0's poisson: -106.596 valid_0's huber: 11.559
[79] valid_0's poisson: -106.628 valid_0's huber: 11.5235
[80] valid_0's poisson: -106.667 valid_0's huber: 11.4856
[81] valid_0's poisson: -106.708 valid_0's huber: 11.4506
[82] valid_0's poisson: -106.749 valid_0's huber: 11.4116
[83] valid_0's poisson: -106.785 valid_0's huber: 11.3769
[84] valid_0's poisson: -106.819 valid_0's huber: 11.3435
[85] valid_0's poisson: -106.839 valid_0's huber: 11.3114
[86] valid_0's poisson: -106.874 valid_0's huber: 11.2772
[87] valid_0's poisson: -106.908 valid_0's huber: 11.2436
[88] valid_0's poisson: -106.942 valid_0's huber: 11.2116
[89] valid_0's poisson: -106.974 valid_0's huber: 11.178
[90] valid_0's poisson: -107.006 valid_0's huber: 11.1452
[91] valid_0's poisson: -107.036 valid_0's huber: 11.1141
[92] valid_0's poisson: -107.068 valid_0's huber: 11.0818
[93] valid_0's poisson: -107.087 valid_0's huber: 11.0532
[94] valid_0's poisson: -107.123 valid_0's huber: 11.0264
[95] valid_0's poisson: -107.112 valid_0's huber: 10.9897
[96] valid_0's poisson: -107.142 valid_0's huber: 10.9558
[97] valid_0's poisson: -107.183 valid_0's huber: 10.9227
[98] valid_0's poisson: -107.219 valid_0's huber: 10.8926
[99] valid_0's poisson: -107.242 valid_0's huber: 10.8623
[100] valid_0's poisson: -107.272 valid_0's huber: 10.8318
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8436 valid_0's huber: 29.2391
[2] valid_0's poisson: -88.4951 valid_0's huber: 28.6923
[3] valid_0's poisson: -89.1366 valid_0's huber: 28.1485
[4] valid_0's poisson: -89.7588 valid_0's huber: 27.6167
[5] valid_0's poisson: -90.3731 valid_0's huber: 27.0858
[6] valid_0's poisson: -90.9718 valid_0's huber: 26.5631
[7] valid_0's poisson: -91.5559 valid_0's huber: 26.0489
[8] valid_0's poisson: -92.129 valid_0's huber: 25.5407
[9] valid_0's poisson: -92.6921 valid_0's huber: 25.0383
[10] valid_0's poisson: -93.2375 valid_0's huber: 24.5463
[11] valid_0's poisson: -93.7706 valid_0's huber: 24.0614
[12] valid_0's poisson: -94.292 valid_0's huber: 23.5859
[13] valid_0's poisson: -94.7992 valid_0's huber: 23.1193
[14] valid_0's poisson: -95.2974 valid_0's huber: 22.6555
[15] valid_0's poisson: -95.7809 valid_0's huber: 22.1992
[16] valid_0's poisson: -96.254 valid_0's huber: 21.7515
[17] valid_0's poisson: -96.7114 valid_0's huber: 21.317
[18] valid_0's poisson: -97.1586 valid_0's huber: 20.8893
[19] valid_0's poisson: -97.6006 valid_0's huber: 20.4665
[20] valid_0's poisson: -98.0283 valid_0's huber: 20.0516
[21] valid_0's poisson: -98.4555 valid_0's huber: 19.6363
[22] valid_0's poisson: -98.8725 valid_0's huber: 19.2286
[23] valid_0's poisson: -99.2789 valid_0's huber: 18.8262
[24] valid_0's poisson: -99.6731 valid_0's huber: 18.4362
[25] valid_0's poisson: -100.053 valid_0's huber: 18.0571
[26] valid_0's poisson: -100.423 valid_0's huber: 17.6854
[27] valid_0's poisson: -100.78 valid_0's huber: 17.3298
[28] valid_0's poisson: -101.126 valid_0's huber: 16.9829
[29] valid_0's poisson: -101.456 valid_0's huber: 16.6491
[30] valid_0's poisson: -101.775 valid_0's huber: 16.3225
[31] valid_0's poisson: -102.093 valid_0's huber: 15.9985
[32] valid_0's poisson: -102.389 valid_0's huber: 15.7028
[33] valid_0's poisson: -102.675 valid_0's huber: 15.4135
[34] valid_0's poisson: -102.945 valid_0's huber: 15.144
[35] valid_0's poisson: -103.216 valid_0's huber: 14.8669
[36] valid_0's poisson: -103.472 valid_0's huber: 14.6058
[37] valid_0's poisson: -103.709 valid_0's huber: 14.3662
[38] valid_0's poisson: -103.931 valid_0's huber: 14.146
[39] valid_0's poisson: -104.134 valid_0's huber: 13.9444
[40] valid_0's poisson: -104.314 valid_0's huber: 13.7701
[41] valid_0's poisson: -104.473 valid_0's huber: 13.6155
[42] valid_0's poisson: -104.607 valid_0's huber: 13.4856
[43] valid_0's poisson: -104.716 valid_0's huber: 13.3802
[44] valid_0's poisson: -104.806 valid_0's huber: 13.286
[45] valid_0's poisson: -104.894 valid_0's huber: 13.2078
[46] valid_0's poisson: -104.968 valid_0's huber: 13.1304
[47] valid_0's poisson: -105.042 valid_0's huber: 13.0584
[48] valid_0's poisson: -105.118 valid_0's huber: 12.9914
[49] valid_0's poisson: -105.206 valid_0's huber: 12.9257
[50] valid_0's poisson: -105.284 valid_0's huber: 12.8594
[51] valid_0's poisson: -105.32 valid_0's huber: 12.7966
[52] valid_0's poisson: -105.384 valid_0's huber: 12.7352
[53] valid_0's poisson: -105.456 valid_0's huber: 12.674
[54] valid_0's poisson: -105.506 valid_0's huber: 12.6162
[55] valid_0's poisson: -105.577 valid_0's huber: 12.5556
[56] valid_0's poisson: -105.638 valid_0's huber: 12.5033
[57] valid_0's poisson: -105.677 valid_0's huber: 12.4449
[58] valid_0's poisson: -105.742 valid_0's huber: 12.3903
[59] valid_0's poisson: -105.812 valid_0's huber: 12.3356
[60] valid_0's poisson: -105.874 valid_0's huber: 12.2829
[61] valid_0's poisson: -105.93 valid_0's huber: 12.2351
[62] valid_0's poisson: -105.989 valid_0's huber: 12.1841
[63] valid_0's poisson: -106.037 valid_0's huber: 12.1341
[64] valid_0's poisson: -106.092 valid_0's huber: 12.0873
[65] valid_0's poisson: -106.126 valid_0's huber: 12.0421
[66] valid_0's poisson: -106.17 valid_0's huber: 11.9984
[67] valid_0's poisson: -106.209 valid_0's huber: 11.9537
[68] valid_0's poisson: -106.259 valid_0's huber: 11.9092
[69] valid_0's poisson: -106.316 valid_0's huber: 11.8644
[70] valid_0's poisson: -106.363 valid_0's huber: 11.8242
[71] valid_0's poisson: -106.427 valid_0's huber: 11.78
[72] valid_0's poisson: -106.462 valid_0's huber: 11.7413
[73] valid_0's poisson: -106.469 valid_0's huber: 11.7032
[74] valid_0's poisson: -106.506 valid_0's huber: 11.6657
[75] valid_0's poisson: -106.553 valid_0's huber: 11.624
[76] valid_0's poisson: -106.596 valid_0's huber: 11.5844
[77] valid_0's poisson: -106.634 valid_0's huber: 11.5494
[78] valid_0's poisson: -106.675 valid_0's huber: 11.5129
[79] valid_0's poisson: -106.712 valid_0's huber: 11.4771
[80] valid_0's poisson: -106.724 valid_0's huber: 11.4415
[81] valid_0's poisson: -106.757 valid_0's huber: 11.4107
[82] valid_0's poisson: -106.796 valid_0's huber: 11.3785
[83] valid_0's poisson: -106.822 valid_0's huber: 11.3462
[84] valid_0's poisson: -106.807 valid_0's huber: 11.3142
[85] valid_0's poisson: -106.84 valid_0's huber: 11.2818
[86] valid_0's poisson: -106.873 valid_0's huber: 11.2478
[87] valid_0's poisson: -106.916 valid_0's huber: 11.2102
[88] valid_0's poisson: -106.951 valid_0's huber: 11.1765
[89] valid_0's poisson: -106.984 valid_0's huber: 11.142
[90] valid_0's poisson: -107.011 valid_0's huber: 11.1091
[91] valid_0's poisson: -107.037 valid_0's huber: 11.0761
[92] valid_0's poisson: -107.07 valid_0's huber: 11.0446
[93] valid_0's poisson: -107.1 valid_0's huber: 11.0129
[94] valid_0's poisson: -107.168 valid_0's huber: 10.9818
[95] valid_0's poisson: -107.201 valid_0's huber: 10.9465
[96] valid_0's poisson: -107.24 valid_0's huber: 10.9175
[97] valid_0's poisson: -107.268 valid_0's huber: 10.8899
[98] valid_0's poisson: -107.291 valid_0's huber: 10.863
[99] valid_0's poisson: -107.318 valid_0's huber: 10.8355
[100] valid_0's poisson: -107.348 valid_0's huber: 10.8059
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8327 valid_0's huber: 29.328
[2] valid_0's poisson: -88.4853 valid_0's huber: 28.7786
[3] valid_0's poisson: -89.1265 valid_0's huber: 28.2344
[4] valid_0's poisson: -89.7515 valid_0's huber: 27.6979
[5] valid_0's poisson: -90.3643 valid_0's huber: 27.1668
[6] valid_0's poisson: -90.9664 valid_0's huber: 26.6393
[7] valid_0's poisson: -91.547 valid_0's huber: 26.124
[8] valid_0's poisson: -92.1139 valid_0's huber: 25.6188
[9] valid_0's poisson: -92.6718 valid_0's huber: 25.1178
[10] valid_0's poisson: -93.2154 valid_0's huber: 24.6241
[11] valid_0's poisson: -93.7515 valid_0's huber: 24.1376
[12] valid_0's poisson: -94.2712 valid_0's huber: 23.6608
[13] valid_0's poisson: -94.78 valid_0's huber: 23.1928
[14] valid_0's poisson: -95.2767 valid_0's huber: 22.7308
[15] valid_0's poisson: -95.761 valid_0's huber: 22.2759
[16] valid_0's poisson: -96.2344 valid_0's huber: 21.8292
[17] valid_0's poisson: -96.697 valid_0's huber: 21.3908
[18] valid_0's poisson: -97.1479 valid_0's huber: 20.9627
[19] valid_0's poisson: -97.5872 valid_0's huber: 20.5422
[20] valid_0's poisson: -98.0194 valid_0's huber: 20.1223
[21] valid_0's poisson: -98.4407 valid_0's huber: 19.7124
[22] valid_0's poisson: -98.8539 valid_0's huber: 19.3088
[23] valid_0's poisson: -99.2655 valid_0's huber: 18.9053
[24] valid_0's poisson: -99.6665 valid_0's huber: 18.5086
[25] valid_0's poisson: -100.054 valid_0's huber: 18.1199
[26] valid_0's poisson: -100.428 valid_0's huber: 17.7469
[27] valid_0's poisson: -100.789 valid_0's huber: 17.3822
[28] valid_0's poisson: -101.14 valid_0's huber: 17.0265
[29] valid_0's poisson: -101.479 valid_0's huber: 16.6816
[30] valid_0's poisson: -101.805 valid_0's huber: 16.3487
[31] valid_0's poisson: -102.129 valid_0's huber: 16.0184
[32] valid_0's poisson: -102.426 valid_0's huber: 15.7179
[33] valid_0's poisson: -102.712 valid_0's huber: 15.4266
[34] valid_0's poisson: -102.996 valid_0's huber: 15.1386
[35] valid_0's poisson: -103.257 valid_0's huber: 14.875
[36] valid_0's poisson: -103.511 valid_0's huber: 14.6154
[37] valid_0's poisson: -103.748 valid_0's huber: 14.3771
[38] valid_0's poisson: -103.968 valid_0's huber: 14.1567
[39] valid_0's poisson: -104.172 valid_0's huber: 13.9503
[40] valid_0's poisson: -104.36 valid_0's huber: 13.7668
[41] valid_0's poisson: -104.517 valid_0's huber: 13.6135
[42] valid_0's poisson: -104.656 valid_0's huber: 13.4842
[43] valid_0's poisson: -104.775 valid_0's huber: 13.3711
[44] valid_0's poisson: -104.877 valid_0's huber: 13.2738
[45] valid_0's poisson: -104.956 valid_0's huber: 13.188
[46] valid_0's poisson: -105.034 valid_0's huber: 13.1106
[47] valid_0's poisson: -105.099 valid_0's huber: 13.0372
[48] valid_0's poisson: -105.173 valid_0's huber: 12.9678
[49] valid_0's poisson: -105.247 valid_0's huber: 12.8981
[50] valid_0's poisson: -105.314 valid_0's huber: 12.8313
[51] valid_0's poisson: -105.363 valid_0's huber: 12.7675
[52] valid_0's poisson: -105.406 valid_0's huber: 12.7048
[53] valid_0's poisson: -105.506 valid_0's huber: 12.6482
[54] valid_0's poisson: -105.572 valid_0's huber: 12.591
[55] valid_0's poisson: -105.618 valid_0's huber: 12.5352
[56] valid_0's poisson: -105.661 valid_0's huber: 12.4783
[57] valid_0's poisson: -105.696 valid_0's huber: 12.4297
[58] valid_0's poisson: -105.749 valid_0's huber: 12.3791
[59] valid_0's poisson: -105.805 valid_0's huber: 12.3246
[60] valid_0's poisson: -105.861 valid_0's huber: 12.2696
[61] valid_0's poisson: -105.931 valid_0's huber: 12.223
[62] valid_0's poisson: -105.981 valid_0's huber: 12.1759
[63] valid_0's poisson: -106.034 valid_0's huber: 12.1278
[64] valid_0's poisson: -106.084 valid_0's huber: 12.0796
[65] valid_0's poisson: -106.136 valid_0's huber: 12.0331
[66] valid_0's poisson: -106.192 valid_0's huber: 11.9886
[67] valid_0's poisson: -106.238 valid_0's huber: 11.9459
[68] valid_0's poisson: -106.293 valid_0's huber: 11.8968
[69] valid_0's poisson: -106.307 valid_0's huber: 11.852
[70] valid_0's poisson: -106.359 valid_0's huber: 11.8118
[71] valid_0's poisson: -106.399 valid_0's huber: 11.7699
[72] valid_0's poisson: -106.424 valid_0's huber: 11.7305
[73] valid_0's poisson: -106.473 valid_0's huber: 11.6906
[74] valid_0's poisson: -106.511 valid_0's huber: 11.6509
[75] valid_0's poisson: -106.559 valid_0's huber: 11.6099
[76] valid_0's poisson: -106.58 valid_0's huber: 11.5745
[77] valid_0's poisson: -106.623 valid_0's huber: 11.5372
[78] valid_0's poisson: -106.668 valid_0's huber: 11.4939
[79] valid_0's poisson: -106.704 valid_0's huber: 11.4589
[80] valid_0's poisson: -106.741 valid_0's huber: 11.4238
[81] valid_0's poisson: -106.781 valid_0's huber: 11.3847
[82] valid_0's poisson: -106.821 valid_0's huber: 11.3466
[83] valid_0's poisson: -106.86 valid_0's huber: 11.3103
[84] valid_0's poisson: -106.893 valid_0's huber: 11.2733
[85] valid_0's poisson: -106.919 valid_0's huber: 11.2444
[86] valid_0's poisson: -106.946 valid_0's huber: 11.2082
[87] valid_0's poisson: -106.989 valid_0's huber: 11.1706
[88] valid_0's poisson: -107.028 valid_0's huber: 11.1344
[89] valid_0's poisson: -107.066 valid_0's huber: 11.0971
[90] valid_0's poisson: -107.053 valid_0's huber: 11.0608
[91] valid_0's poisson: -107.094 valid_0's huber: 11.0249
[92] valid_0's poisson: -107.13 valid_0's huber: 10.9895
[93] valid_0's poisson: -107.164 valid_0's huber: 10.9546
[94] valid_0's poisson: -107.195 valid_0's huber: 10.9233
[95] valid_0's poisson: -107.22 valid_0's huber: 10.8904
[96] valid_0's poisson: -107.255 valid_0's huber: 10.8594
[97] valid_0's poisson: -107.282 valid_0's huber: 10.8266
[98] valid_0's poisson: -107.302 valid_0's huber: 10.7972
[99] valid_0's poisson: -107.33 valid_0's huber: 10.7693
[100] valid_0's poisson: -107.343 valid_0's huber: 10.7403
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=1, learning_rate=1.0, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8386 valid_0's huber: 29.2599
[2] valid_0's poisson: -88.4902 valid_0's huber: 28.7164
[3] valid_0's poisson: -89.1233 valid_0's huber: 28.1847
[4] valid_0's poisson: -89.7426 valid_0's huber: 27.6597
[5] valid_0's poisson: -90.3485 valid_0's huber: 27.1404
[6] valid_0's poisson: -90.9407 valid_0's huber: 26.6272
[7] valid_0's poisson: -91.5208 valid_0's huber: 26.1214
[8] valid_0's poisson: -92.0845 valid_0's huber: 25.6254
[9] valid_0's poisson: -92.6433 valid_0's huber: 25.1287
[10] valid_0's poisson: -93.1889 valid_0's huber: 24.6439
[11] valid_0's poisson: -93.721 valid_0's huber: 24.1638
[12] valid_0's poisson: -94.2441 valid_0's huber: 23.6889
[13] valid_0's poisson: -94.7526 valid_0's huber: 23.222
[14] valid_0's poisson: -95.2462 valid_0's huber: 22.765
[15] valid_0's poisson: -95.7381 valid_0's huber: 22.3056
[16] valid_0's poisson: -96.2145 valid_0's huber: 21.8611
[17] valid_0's poisson: -96.6843 valid_0's huber: 21.4175
[18] valid_0's poisson: -97.1312 valid_0's huber: 20.9856
[19] valid_0's poisson: -97.5737 valid_0's huber: 20.5613
[20] valid_0's poisson: -98.0002 valid_0's huber: 20.1461
[21] valid_0's poisson: -98.4268 valid_0's huber: 19.7334
[22] valid_0's poisson: -98.8376 valid_0's huber: 19.3315
[23] valid_0's poisson: -99.2386 valid_0's huber: 18.938
[24] valid_0's poisson: -99.6256 valid_0's huber: 18.5528
[25] valid_0's poisson: -100.004 valid_0's huber: 18.1764
[26] valid_0's poisson: -100.371 valid_0's huber: 17.8072
[27] valid_0's poisson: -100.732 valid_0's huber: 17.4437
[28] valid_0's poisson: -101.075 valid_0's huber: 17.0955
[29] valid_0's poisson: -101.401 valid_0's huber: 16.7639
[30] valid_0's poisson: -101.722 valid_0's huber: 16.4419
[31] valid_0's poisson: -102.026 valid_0's huber: 16.1377
[32] valid_0's poisson: -102.32 valid_0's huber: 15.841
[33] valid_0's poisson: -102.607 valid_0's huber: 15.5476
[34] valid_0's poisson: -102.886 valid_0's huber: 15.2594
[35] valid_0's poisson: -103.14 valid_0's huber: 14.9973
[36] valid_0's poisson: -103.384 valid_0's huber: 14.753
[37] valid_0's poisson: -103.61 valid_0's huber: 14.5249
[38] valid_0's poisson: -103.817 valid_0's huber: 14.3195
[39] valid_0's poisson: -103.995 valid_0's huber: 14.1463
[40] valid_0's poisson: -104.147 valid_0's huber: 13.9982
[41] valid_0's poisson: -104.273 valid_0's huber: 13.8831
[42] valid_0's poisson: -104.36 valid_0's huber: 13.7921
[43] valid_0's poisson: -104.43 valid_0's huber: 13.7063
[44] valid_0's poisson: -104.47 valid_0's huber: 13.6232
[45] valid_0's poisson: -104.536 valid_0's huber: 13.547
[46] valid_0's poisson: -104.583 valid_0's huber: 13.4757
[47] valid_0's poisson: -104.634 valid_0's huber: 13.4024
[48] valid_0's poisson: -104.702 valid_0's huber: 13.3311
[49] valid_0's poisson: -104.82 valid_0's huber: 13.2604
[50] valid_0's poisson: -104.873 valid_0's huber: 13.1966
[51] valid_0's poisson: -104.893 valid_0's huber: 13.1351
[52] valid_0's poisson: -104.962 valid_0's huber: 13.0753
[53] valid_0's poisson: -105.015 valid_0's huber: 13.0154
[54] valid_0's poisson: -105.109 valid_0's huber: 12.9532
[55] valid_0's poisson: -105.169 valid_0's huber: 12.8958
[56] valid_0's poisson: -105.218 valid_0's huber: 12.8404
[57] valid_0's poisson: -105.309 valid_0's huber: 12.7806
[58] valid_0's poisson: -105.363 valid_0's huber: 12.7236
[59] valid_0's poisson: -105.419 valid_0's huber: 12.6674
[60] valid_0's poisson: -105.466 valid_0's huber: 12.6151
[61] valid_0's poisson: -105.522 valid_0's huber: 12.5628
[62] valid_0's poisson: -105.586 valid_0's huber: 12.5134
[63] valid_0's poisson: -105.634 valid_0's huber: 12.462
[64] valid_0's poisson: -105.67 valid_0's huber: 12.4135
[65] valid_0's poisson: -105.714 valid_0's huber: 12.3684
[66] valid_0's poisson: -105.765 valid_0's huber: 12.3199
[67] valid_0's poisson: -105.792 valid_0's huber: 12.2763
[68] valid_0's poisson: -105.827 valid_0's huber: 12.2318
[69] valid_0's poisson: -105.87 valid_0's huber: 12.1906
[70] valid_0's poisson: -105.925 valid_0's huber: 12.1479
[71] valid_0's poisson: -105.936 valid_0's huber: 12.1067
[72] valid_0's poisson: -105.965 valid_0's huber: 12.068
[73] valid_0's poisson: -106.025 valid_0's huber: 12.0279
[74] valid_0's poisson: -106.001 valid_0's huber: 11.989
[75] valid_0's poisson: -106.046 valid_0's huber: 11.9509
[76] valid_0's poisson: -106.105 valid_0's huber: 11.9073
[77] valid_0's poisson: -106.149 valid_0's huber: 11.8587
[78] valid_0's poisson: -106.162 valid_0's huber: 11.8116
[79] valid_0's poisson: -106.21 valid_0's huber: 11.753
[80] valid_0's poisson: -106.218 valid_0's huber: 11.7033
[81] valid_0's poisson: -106.263 valid_0's huber: 11.6587
[82] valid_0's poisson: -106.311 valid_0's huber: 11.6141
[83] valid_0's poisson: -106.358 valid_0's huber: 11.5705
[84] valid_0's poisson: -106.408 valid_0's huber: 11.5208
[85] valid_0's poisson: -106.453 valid_0's huber: 11.4738
[86] valid_0's poisson: -106.504 valid_0's huber: 11.4295
[87] valid_0's poisson: -106.537 valid_0's huber: 11.3869
[88] valid_0's poisson: -106.589 valid_0's huber: 11.3492
[89] valid_0's poisson: -106.637 valid_0's huber: 11.3083
[90] valid_0's poisson: -106.675 valid_0's huber: 11.2723
[91] valid_0's poisson: -106.699 valid_0's huber: 11.2346
[92] valid_0's poisson: -106.698 valid_0's huber: 11.2009
[93] valid_0's poisson: -106.758 valid_0's huber: 11.1664
[94] valid_0's poisson: -106.756 valid_0's huber: 11.133
[95] valid_0's poisson: -106.776 valid_0's huber: 11.1011
[96] valid_0's poisson: -106.83 valid_0's huber: 11.07
[97] valid_0's poisson: -106.848 valid_0's huber: 11.0417
[98] valid_0's poisson: -106.881 valid_0's huber: 11.012
[99] valid_0's poisson: -106.906 valid_0's huber: 10.9827
[100] valid_0's poisson: -106.94 valid_0's huber: 10.9534
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8317 valid_0's huber: 29.2689
[2] valid_0's poisson: -88.4742 valid_0's huber: 28.7316
[3] valid_0's poisson: -89.1133 valid_0's huber: 28.1888
[4] valid_0's poisson: -89.7409 valid_0's huber: 27.6528
[5] valid_0's poisson: -90.3572 valid_0's huber: 27.1203
[6] valid_0's poisson: -90.9596 valid_0's huber: 26.5945
[7] valid_0's poisson: -91.5456 valid_0's huber: 26.079
[8] valid_0's poisson: -92.1144 valid_0's huber: 25.5757
[9] valid_0's poisson: -92.6723 valid_0's huber: 25.0778
[10] valid_0's poisson: -93.221 valid_0's huber: 24.588
[11] valid_0's poisson: -93.755 valid_0's huber: 24.1056
[12] valid_0's poisson: -94.2769 valid_0's huber: 23.6303
[13] valid_0's poisson: -94.7846 valid_0's huber: 23.1649
[14] valid_0's poisson: -95.2846 valid_0's huber: 22.7043
[15] valid_0's poisson: -95.7734 valid_0's huber: 22.2514
[16] valid_0's poisson: -96.2402 valid_0's huber: 21.8094
[17] valid_0's poisson: -96.6967 valid_0's huber: 21.3747
[18] valid_0's poisson: -97.1438 valid_0's huber: 20.948
[19] valid_0's poisson: -97.5829 valid_0's huber: 20.5247
[20] valid_0's poisson: -98.0091 valid_0's huber: 20.1094
[21] valid_0's poisson: -98.425 valid_0's huber: 19.7015
[22] valid_0's poisson: -98.8324 valid_0's huber: 19.3009
[23] valid_0's poisson: -99.2322 valid_0's huber: 18.9065
[24] valid_0's poisson: -99.6137 valid_0's huber: 18.5223
[25] valid_0's poisson: -99.9916 valid_0's huber: 18.1461
[26] valid_0's poisson: -100.355 valid_0's huber: 17.7785
[27] valid_0's poisson: -100.708 valid_0's huber: 17.4159
[28] valid_0's poisson: -101.073 valid_0's huber: 17.0388
[29] valid_0's poisson: -101.401 valid_0's huber: 16.7067
[30] valid_0's poisson: -101.72 valid_0's huber: 16.378
[31] valid_0's poisson: -102.02 valid_0's huber: 16.0714
[32] valid_0's poisson: -102.328 valid_0's huber: 15.7553
[33] valid_0's poisson: -102.599 valid_0's huber: 15.472
[34] valid_0's poisson: -102.871 valid_0's huber: 15.1898
[35] valid_0's poisson: -103.126 valid_0's huber: 14.9343
[36] valid_0's poisson: -103.361 valid_0's huber: 14.6991
[37] valid_0's poisson: -103.584 valid_0's huber: 14.4832
[38] valid_0's poisson: -103.779 valid_0's huber: 14.2881
[39] valid_0's poisson: -103.957 valid_0's huber: 14.1174
[40] valid_0's poisson: -104.106 valid_0's huber: 13.9755
[41] valid_0's poisson: -104.232 valid_0's huber: 13.8569
[42] valid_0's poisson: -104.332 valid_0's huber: 13.7632
[43] valid_0's poisson: -104.373 valid_0's huber: 13.676
[44] valid_0's poisson: -104.453 valid_0's huber: 13.5909
[45] valid_0's poisson: -104.516 valid_0's huber: 13.5157
[46] valid_0's poisson: -104.597 valid_0's huber: 13.4394
[47] valid_0's poisson: -104.675 valid_0's huber: 13.3624
[48] valid_0's poisson: -104.733 valid_0's huber: 13.2918
[49] valid_0's poisson: -104.831 valid_0's huber: 13.2227
[50] valid_0's poisson: -104.92 valid_0's huber: 13.1526
[51] valid_0's poisson: -104.948 valid_0's huber: 13.0857
[52] valid_0's poisson: -105.039 valid_0's huber: 13.0251
[53] valid_0's poisson: -105.108 valid_0's huber: 12.9637
[54] valid_0's poisson: -105.19 valid_0's huber: 12.9031
[55] valid_0's poisson: -105.212 valid_0's huber: 12.838
[56] valid_0's poisson: -105.263 valid_0's huber: 12.7789
[57] valid_0's poisson: -105.298 valid_0's huber: 12.7313
[58] valid_0's poisson: -105.37 valid_0's huber: 12.6788
[59] valid_0's poisson: -105.414 valid_0's huber: 12.6283
[60] valid_0's poisson: -105.486 valid_0's huber: 12.5749
[61] valid_0's poisson: -105.556 valid_0's huber: 12.5261
[62] valid_0's poisson: -105.622 valid_0's huber: 12.4733
[63] valid_0's poisson: -105.636 valid_0's huber: 12.4293
[64] valid_0's poisson: -105.719 valid_0's huber: 12.3753
[65] valid_0's poisson: -105.777 valid_0's huber: 12.3265
[66] valid_0's poisson: -105.812 valid_0's huber: 12.2838
[67] valid_0's poisson: -105.846 valid_0's huber: 12.2417
[68] valid_0's poisson: -105.904 valid_0's huber: 12.1971
[69] valid_0's poisson: -105.95 valid_0's huber: 12.1571
[70] valid_0's poisson: -105.99 valid_0's huber: 12.1187
[71] valid_0's poisson: -106.032 valid_0's huber: 12.0804
[72] valid_0's poisson: -106.076 valid_0's huber: 12.0402
[73] valid_0's poisson: -106.11 valid_0's huber: 11.9971
[74] valid_0's poisson: -106.15 valid_0's huber: 11.9566
[75] valid_0's poisson: -106.186 valid_0's huber: 11.9222
[76] valid_0's poisson: -106.232 valid_0's huber: 11.8837
[77] valid_0's poisson: -106.255 valid_0's huber: 11.8467
[78] valid_0's poisson: -106.281 valid_0's huber: 11.8081
[79] valid_0's poisson: -106.308 valid_0's huber: 11.7717
[80] valid_0's poisson: -106.354 valid_0's huber: 11.7349
[81] valid_0's poisson: -106.392 valid_0's huber: 11.698
[82] valid_0's poisson: -106.406 valid_0's huber: 11.6504
[83] valid_0's poisson: -106.446 valid_0's huber: 11.6133
[84] valid_0's poisson: -106.518 valid_0's huber: 11.5742
[85] valid_0's poisson: -106.552 valid_0's huber: 11.5333
[86] valid_0's poisson: -106.588 valid_0's huber: 11.4938
[87] valid_0's poisson: -106.617 valid_0's huber: 11.4589
[88] valid_0's poisson: -106.646 valid_0's huber: 11.4181
[89] valid_0's poisson: -106.66 valid_0's huber: 11.3749
[90] valid_0's poisson: -106.683 valid_0's huber: 11.3325
[91] valid_0's poisson: -106.746 valid_0's huber: 11.286
[92] valid_0's poisson: -106.802 valid_0's huber: 11.2415
[93] valid_0's poisson: -106.827 valid_0's huber: 11.2029
[94] valid_0's poisson: -106.884 valid_0's huber: 11.1671
[95] valid_0's poisson: -106.924 valid_0's huber: 11.1343
[96] valid_0's poisson: -106.956 valid_0's huber: 11.0978
[97] valid_0's poisson: -106.904 valid_0's huber: 11.062
[98] valid_0's poisson: -106.918 valid_0's huber: 11.0285
[99] valid_0's poisson: -106.962 valid_0's huber: 10.9948
[100] valid_0's poisson: -106.997 valid_0's huber: 10.9579
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8378 valid_0's huber: 29.2855
[2] valid_0's poisson: -88.49 valid_0's huber: 28.7357
[3] valid_0's poisson: -89.1307 valid_0's huber: 28.1931
[4] valid_0's poisson: -89.7556 valid_0's huber: 27.6573
[5] valid_0's poisson: -90.3642 valid_0's huber: 27.1313
[6] valid_0's poisson: -90.9603 valid_0's huber: 26.608
[7] valid_0's poisson: -91.5394 valid_0's huber: 26.0975
[8] valid_0's poisson: -92.1086 valid_0's huber: 25.5948
[9] valid_0's poisson: -92.6614 valid_0's huber: 25.1033
[10] valid_0's poisson: -93.2048 valid_0's huber: 24.6193
[11] valid_0's poisson: -93.7339 valid_0's huber: 24.142
[12] valid_0's poisson: -94.2548 valid_0's huber: 23.6699
[13] valid_0's poisson: -94.7622 valid_0's huber: 23.2079
[14] valid_0's poisson: -95.2627 valid_0's huber: 22.7461
[15] valid_0's poisson: -95.7508 valid_0's huber: 22.2928
[16] valid_0's poisson: -96.2262 valid_0's huber: 21.8478
[17] valid_0's poisson: -96.6944 valid_0's huber: 21.406
[18] valid_0's poisson: -97.1472 valid_0's huber: 20.9736
[19] valid_0's poisson: -97.5882 valid_0's huber: 20.5508
[20] valid_0's poisson: -98.0179 valid_0's huber: 20.1366
[21] valid_0's poisson: -98.4337 valid_0's huber: 19.7232
[22] valid_0's poisson: -98.8552 valid_0's huber: 19.3104
[23] valid_0's poisson: -99.2673 valid_0's huber: 18.8979
[24] valid_0's poisson: -99.6541 valid_0's huber: 18.5119
[25] valid_0's poisson: -100.035 valid_0's huber: 18.1366
[26] valid_0's poisson: -100.402 valid_0's huber: 17.7699
[27] valid_0's poisson: -100.76 valid_0's huber: 17.4145
[28] valid_0's poisson: -101.097 valid_0's huber: 17.0682
[29] valid_0's poisson: -101.431 valid_0's huber: 16.7354
[30] valid_0's poisson: -101.75 valid_0's huber: 16.4103
[31] valid_0's poisson: -102.073 valid_0's huber: 16.0836
[32] valid_0's poisson: -102.362 valid_0's huber: 15.7902
[33] valid_0's poisson: -102.653 valid_0's huber: 15.491
[34] valid_0's poisson: -102.925 valid_0's huber: 15.208
[35] valid_0's poisson: -103.176 valid_0's huber: 14.9487
[36] valid_0's poisson: -103.417 valid_0's huber: 14.7105
[37] valid_0's poisson: -103.637 valid_0's huber: 14.4899
[38] valid_0's poisson: -103.84 valid_0's huber: 14.2878
[39] valid_0's poisson: -104.027 valid_0's huber: 14.1072
[40] valid_0's poisson: -104.183 valid_0's huber: 13.9565
[41] valid_0's poisson: -104.314 valid_0's huber: 13.8351
[42] valid_0's poisson: -104.411 valid_0's huber: 13.7323
[43] valid_0's poisson: -104.474 valid_0's huber: 13.6472
[44] valid_0's poisson: -104.499 valid_0's huber: 13.5672
[45] valid_0's poisson: -104.552 valid_0's huber: 13.4929
[46] valid_0's poisson: -104.62 valid_0's huber: 13.414
[47] valid_0's poisson: -104.685 valid_0's huber: 13.3412
[48] valid_0's poisson: -104.712 valid_0's huber: 13.2677
[49] valid_0's poisson: -104.824 valid_0's huber: 13.1942
[50] valid_0's poisson: -104.864 valid_0's huber: 13.1306
[51] valid_0's poisson: -104.932 valid_0's huber: 13.072
[52] valid_0's poisson: -105.007 valid_0's huber: 13.0109
[53] valid_0's poisson: -105.058 valid_0's huber: 12.9531
[54] valid_0's poisson: -105.141 valid_0's huber: 12.9008
[55] valid_0's poisson: -105.163 valid_0's huber: 12.8469
[56] valid_0's poisson: -105.252 valid_0's huber: 12.7964
[57] valid_0's poisson: -105.276 valid_0's huber: 12.7476
[58] valid_0's poisson: -105.339 valid_0's huber: 12.6977
[59] valid_0's poisson: -105.405 valid_0's huber: 12.6422
[60] valid_0's poisson: -105.466 valid_0's huber: 12.5927
[61] valid_0's poisson: -105.509 valid_0's huber: 12.5431
[62] valid_0's poisson: -105.549 valid_0's huber: 12.4964
[63] valid_0's poisson: -105.604 valid_0's huber: 12.4496
[64] valid_0's poisson: -105.667 valid_0's huber: 12.4061
[65] valid_0's poisson: -105.702 valid_0's huber: 12.3645
[66] valid_0's poisson: -105.781 valid_0's huber: 12.3185
[67] valid_0's poisson: -105.818 valid_0's huber: 12.2733
[68] valid_0's poisson: -105.846 valid_0's huber: 12.2353
[69] valid_0's poisson: -105.931 valid_0's huber: 12.192
[70] valid_0's poisson: -105.955 valid_0's huber: 12.1523
[71] valid_0's poisson: -105.983 valid_0's huber: 12.1112
[72] valid_0's poisson: -106.085 valid_0's huber: 12.0713
[73] valid_0's poisson: -106.102 valid_0's huber: 12.0294
[74] valid_0's poisson: -106.122 valid_0's huber: 11.9932
[75] valid_0's poisson: -106.158 valid_0's huber: 11.9578
[76] valid_0's poisson: -106.19 valid_0's huber: 11.9255
[77] valid_0's poisson: -106.226 valid_0's huber: 11.8909
[78] valid_0's poisson: -106.265 valid_0's huber: 11.8531
[79] valid_0's poisson: -106.301 valid_0's huber: 11.8199
[80] valid_0's poisson: -106.325 valid_0's huber: 11.7859
[81] valid_0's poisson: -106.372 valid_0's huber: 11.7544
[82] valid_0's poisson: -106.37 valid_0's huber: 11.7238
[83] valid_0's poisson: -106.4 valid_0's huber: 11.6952
[84] valid_0's poisson: -106.415 valid_0's huber: 11.6643
[85] valid_0's poisson: -106.45 valid_0's huber: 11.6312
[86] valid_0's poisson: -106.455 valid_0's huber: 11.5957
[87] valid_0's poisson: -106.503 valid_0's huber: 11.5622
[88] valid_0's poisson: -106.528 valid_0's huber: 11.5328
[89] valid_0's poisson: -106.545 valid_0's huber: 11.5003
[90] valid_0's poisson: -106.588 valid_0's huber: 11.4733
[91] valid_0's poisson: -106.621 valid_0's huber: 11.4384
[92] valid_0's poisson: -106.648 valid_0's huber: 11.4082
[93] valid_0's poisson: -106.679 valid_0's huber: 11.3779
[94] valid_0's poisson: -106.688 valid_0's huber: 11.3485
[95] valid_0's poisson: -106.712 valid_0's huber: 11.3225
[96] valid_0's poisson: -106.763 valid_0's huber: 11.2938
[97] valid_0's poisson: -106.744 valid_0's huber: 11.2657
[98] valid_0's poisson: -106.773 valid_0's huber: 11.2386
[99] valid_0's poisson: -106.742 valid_0's huber: 11.2114
[100] valid_0's poisson: -106.786 valid_0's huber: 11.1696
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8459 valid_0's huber: 29.2387
[2] valid_0's poisson: -88.5 valid_0's huber: 28.6906
[3] valid_0's poisson: -89.1439 valid_0's huber: 28.1459
[4] valid_0's poisson: -89.7715 valid_0's huber: 27.6109
[5] valid_0's poisson: -90.379 valid_0's huber: 27.0845
[6] valid_0's poisson: -90.9787 valid_0's huber: 26.5634
[7] valid_0's poisson: -91.5609 valid_0's huber: 26.0531
[8] valid_0's poisson: -92.1318 valid_0's huber: 25.55
[9] valid_0's poisson: -92.6898 valid_0's huber: 25.055
[10] valid_0's poisson: -93.2345 valid_0's huber: 24.5675
[11] valid_0's poisson: -93.7667 valid_0's huber: 24.089
[12] valid_0's poisson: -94.2888 valid_0's huber: 23.6146
[13] valid_0's poisson: -94.7982 valid_0's huber: 23.1496
[14] valid_0's poisson: -95.3016 valid_0's huber: 22.6877
[15] valid_0's poisson: -95.7903 valid_0's huber: 22.2371
[16] valid_0's poisson: -96.2666 valid_0's huber: 21.7945
[17] valid_0's poisson: -96.7306 valid_0's huber: 21.3578
[18] valid_0's poisson: -97.1797 valid_0's huber: 20.932
[19] valid_0's poisson: -97.6202 valid_0's huber: 20.5082
[20] valid_0's poisson: -98.0484 valid_0's huber: 20.0934
[21] valid_0's poisson: -98.4725 valid_0's huber: 19.6805
[22] valid_0's poisson: -98.88 valid_0's huber: 19.2766
[23] valid_0's poisson: -99.2834 valid_0's huber: 18.8779
[24] valid_0's poisson: -99.6696 valid_0's huber: 18.4961
[25] valid_0's poisson: -100.045 valid_0's huber: 18.1239
[26] valid_0's poisson: -100.41 valid_0's huber: 17.7594
[27] valid_0's poisson: -100.764 valid_0's huber: 17.4004
[28] valid_0's poisson: -101.101 valid_0's huber: 17.0584
[29] valid_0's poisson: -101.428 valid_0's huber: 16.729
[30] valid_0's poisson: -101.76 valid_0's huber: 16.3809
[31] valid_0's poisson: -102.059 valid_0's huber: 16.0774
[32] valid_0's poisson: -102.351 valid_0's huber: 15.7764
[33] valid_0's poisson: -102.642 valid_0's huber: 15.4762
[34] valid_0's poisson: -102.911 valid_0's huber: 15.2047
[35] valid_0's poisson: -103.166 valid_0's huber: 14.946
[36] valid_0's poisson: -103.401 valid_0's huber: 14.7081
[37] valid_0's poisson: -103.608 valid_0's huber: 14.4984
[38] valid_0's poisson: -103.817 valid_0's huber: 14.2953
[39] valid_0's poisson: -103.998 valid_0's huber: 14.1159
[40] valid_0's poisson: -104.148 valid_0's huber: 13.9731
[41] valid_0's poisson: -104.266 valid_0's huber: 13.8594
[42] valid_0's poisson: -104.351 valid_0's huber: 13.7592
[43] valid_0's poisson: -104.399 valid_0's huber: 13.6765
[44] valid_0's poisson: -104.458 valid_0's huber: 13.5933
[45] valid_0's poisson: -104.465 valid_0's huber: 13.5113
[46] valid_0's poisson: -104.578 valid_0's huber: 13.4313
[47] valid_0's poisson: -104.636 valid_0's huber: 13.3575
[48] valid_0's poisson: -104.681 valid_0's huber: 13.2875
[49] valid_0's poisson: -104.791 valid_0's huber: 13.2171
[50] valid_0's poisson: -104.86 valid_0's huber: 13.1516
[51] valid_0's poisson: -104.926 valid_0's huber: 13.0901
[52] valid_0's poisson: -105.002 valid_0's huber: 13.0252
[53] valid_0's poisson: -105.013 valid_0's huber: 12.9635
[54] valid_0's poisson: -105.085 valid_0's huber: 12.9011
[55] valid_0's poisson: -105.13 valid_0's huber: 12.8441
[56] valid_0's poisson: -105.234 valid_0's huber: 12.7803
[57] valid_0's poisson: -105.287 valid_0's huber: 12.7286
[58] valid_0's poisson: -105.362 valid_0's huber: 12.6708
[59] valid_0's poisson: -105.411 valid_0's huber: 12.6186
[60] valid_0's poisson: -105.475 valid_0's huber: 12.5624
[61] valid_0's poisson: -105.535 valid_0's huber: 12.5108
[62] valid_0's poisson: -105.562 valid_0's huber: 12.4564
[63] valid_0's poisson: -105.619 valid_0's huber: 12.4062
[64] valid_0's poisson: -105.652 valid_0's huber: 12.3601
[65] valid_0's poisson: -105.708 valid_0's huber: 12.3119
[66] valid_0's poisson: -105.794 valid_0's huber: 12.2645
[67] valid_0's poisson: -105.817 valid_0's huber: 12.224
[68] valid_0's poisson: -105.854 valid_0's huber: 12.1849
[69] valid_0's poisson: -105.921 valid_0's huber: 12.1381
[70] valid_0's poisson: -105.967 valid_0's huber: 12.0948
[71] valid_0's poisson: -105.998 valid_0's huber: 12.0584
[72] valid_0's poisson: -105.969 valid_0's huber: 12.0178
[73] valid_0's poisson: -106.019 valid_0's huber: 11.9825
[74] valid_0's poisson: -106.039 valid_0's huber: 11.945
[75] valid_0's poisson: -106.082 valid_0's huber: 11.903
[76] valid_0's poisson: -106.124 valid_0's huber: 11.8632
[77] valid_0's poisson: -106.19 valid_0's huber: 11.8243
[78] valid_0's poisson: -106.206 valid_0's huber: 11.7849
[79] valid_0's poisson: -106.262 valid_0's huber: 11.7463
[80] valid_0's poisson: -106.304 valid_0's huber: 11.7075
[81] valid_0's poisson: -106.352 valid_0's huber: 11.6671
[82] valid_0's poisson: -106.412 valid_0's huber: 11.6257
[83] valid_0's poisson: -106.437 valid_0's huber: 11.5886
[84] valid_0's poisson: -106.454 valid_0's huber: 11.5587
[85] valid_0's poisson: -106.48 valid_0's huber: 11.5296
[86] valid_0's poisson: -106.533 valid_0's huber: 11.4828
[87] valid_0's poisson: -106.582 valid_0's huber: 11.4355
[88] valid_0's poisson: -106.612 valid_0's huber: 11.3876
[89] valid_0's poisson: -106.662 valid_0's huber: 11.3438
[90] valid_0's poisson: -106.693 valid_0's huber: 11.3025
[91] valid_0's poisson: -106.733 valid_0's huber: 11.261
[92] valid_0's poisson: -106.77 valid_0's huber: 11.2244
[93] valid_0's poisson: -106.816 valid_0's huber: 11.1859
[94] valid_0's poisson: -106.862 valid_0's huber: 11.1499
[95] valid_0's poisson: -106.883 valid_0's huber: 11.1137
[96] valid_0's poisson: -106.925 valid_0's huber: 11.079
[97] valid_0's poisson: -106.95 valid_0's huber: 11.0443
[98] valid_0's poisson: -106.962 valid_0's huber: 11.0137
[99] valid_0's poisson: -106.991 valid_0's huber: 10.9846
[100] valid_0's poisson: -107.023 valid_0's huber: 10.9524
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.812 valid_0's huber: 29.3346
[2] valid_0's poisson: -88.4651 valid_0's huber: 28.7877
[3] valid_0's poisson: -89.0955 valid_0's huber: 28.2521
[4] valid_0's poisson: -89.7231 valid_0's huber: 27.7144
[5] valid_0's poisson: -90.3356 valid_0's huber: 27.185
[6] valid_0's poisson: -90.9287 valid_0's huber: 26.6696
[7] valid_0's poisson: -91.5148 valid_0's huber: 26.1542
[8] valid_0's poisson: -92.0849 valid_0's huber: 25.6518
[9] valid_0's poisson: -92.6429 valid_0's huber: 25.1569
[10] valid_0's poisson: -93.1851 valid_0's huber: 24.6716
[11] valid_0's poisson: -93.7182 valid_0's huber: 24.1932
[12] valid_0's poisson: -94.2382 valid_0's huber: 23.7226
[13] valid_0's poisson: -94.7458 valid_0's huber: 23.2567
[14] valid_0's poisson: -95.2414 valid_0's huber: 22.7997
[15] valid_0's poisson: -95.729 valid_0's huber: 22.3448
[16] valid_0's poisson: -96.2059 valid_0's huber: 21.8986
[17] valid_0's poisson: -96.6662 valid_0's huber: 21.4619
[18] valid_0's poisson: -97.1218 valid_0's huber: 21.0275
[19] valid_0's poisson: -97.5612 valid_0's huber: 20.6038
[20] valid_0's poisson: -97.9969 valid_0's huber: 20.182
[21] valid_0's poisson: -98.423 valid_0's huber: 19.7704
[22] valid_0's poisson: -98.8319 valid_0's huber: 19.3647
[23] valid_0's poisson: -99.2253 valid_0's huber: 18.9716
[24] valid_0's poisson: -99.6288 valid_0's huber: 18.5695
[25] valid_0's poisson: -100.005 valid_0's huber: 18.194
[26] valid_0's poisson: -100.387 valid_0's huber: 17.8053
[27] valid_0's poisson: -100.743 valid_0's huber: 17.4462
[28] valid_0's poisson: -101.085 valid_0's huber: 17.1006
[29] valid_0's poisson: -101.414 valid_0's huber: 16.77
[30] valid_0's poisson: -101.731 valid_0's huber: 16.4504
[31] valid_0's poisson: -102.031 valid_0's huber: 16.1469
[32] valid_0's poisson: -102.323 valid_0's huber: 15.8435
[33] valid_0's poisson: -102.595 valid_0's huber: 15.5699
[34] valid_0's poisson: -102.86 valid_0's huber: 15.3001
[35] valid_0's poisson: -103.12 valid_0's huber: 15.034
[36] valid_0's poisson: -103.367 valid_0's huber: 14.7833
[37] valid_0's poisson: -103.589 valid_0's huber: 14.5618
[38] valid_0's poisson: -103.796 valid_0's huber: 14.3526
[39] valid_0's poisson: -103.979 valid_0's huber: 14.1741
[40] valid_0's poisson: -104.133 valid_0's huber: 14.0262
[41] valid_0's poisson: -104.264 valid_0's huber: 13.9008
[42] valid_0's poisson: -104.357 valid_0's huber: 13.7993
[43] valid_0's poisson: -104.423 valid_0's huber: 13.7126
[44] valid_0's poisson: -104.503 valid_0's huber: 13.6272
[45] valid_0's poisson: -104.567 valid_0's huber: 13.5445
[46] valid_0's poisson: -104.604 valid_0's huber: 13.4763
[47] valid_0's poisson: -104.655 valid_0's huber: 13.4018
[48] valid_0's poisson: -104.725 valid_0's huber: 13.3336
[49] valid_0's poisson: -104.75 valid_0's huber: 13.2664
[50] valid_0's poisson: -104.807 valid_0's huber: 13.2006
[51] valid_0's poisson: -104.866 valid_0's huber: 13.1371
[52] valid_0's poisson: -104.923 valid_0's huber: 13.0766
[53] valid_0's poisson: -105.007 valid_0's huber: 13.0129
[54] valid_0's poisson: -105.029 valid_0's huber: 12.9536
[55] valid_0's poisson: -105.129 valid_0's huber: 12.8987
[56] valid_0's poisson: -105.191 valid_0's huber: 12.8486
[57] valid_0's poisson: -105.26 valid_0's huber: 12.7997
[58] valid_0's poisson: -105.312 valid_0's huber: 12.7469
[59] valid_0's poisson: -105.349 valid_0's huber: 12.6943
[60] valid_0's poisson: -105.406 valid_0's huber: 12.6481
[61] valid_0's poisson: -105.449 valid_0's huber: 12.5957
[62] valid_0's poisson: -105.522 valid_0's huber: 12.5472
[63] valid_0's poisson: -105.6 valid_0's huber: 12.4993
[64] valid_0's poisson: -105.654 valid_0's huber: 12.4528
[65] valid_0's poisson: -105.688 valid_0's huber: 12.4109
[66] valid_0's poisson: -105.744 valid_0's huber: 12.3664
[67] valid_0's poisson: -105.774 valid_0's huber: 12.3232
[68] valid_0's poisson: -105.851 valid_0's huber: 12.2783
[69] valid_0's poisson: -105.9 valid_0's huber: 12.2402
[70] valid_0's poisson: -105.939 valid_0's huber: 12.2005
[71] valid_0's poisson: -106 valid_0's huber: 12.1565
[72] valid_0's poisson: -106.021 valid_0's huber: 12.115
[73] valid_0's poisson: -106.056 valid_0's huber: 12.0752
[74] valid_0's poisson: -106.091 valid_0's huber: 12.0367
[75] valid_0's poisson: -106.115 valid_0's huber: 12.0006
[76] valid_0's poisson: -106.176 valid_0's huber: 11.9566
[77] valid_0's poisson: -106.21 valid_0's huber: 11.9174
[78] valid_0's poisson: -106.255 valid_0's huber: 11.8764
[79] valid_0's poisson: -106.28 valid_0's huber: 11.8368
[80] valid_0's poisson: -106.328 valid_0's huber: 11.8003
[81] valid_0's poisson: -106.363 valid_0's huber: 11.7645
[82] valid_0's poisson: -106.401 valid_0's huber: 11.7291
[83] valid_0's poisson: -106.435 valid_0's huber: 11.6939
[84] valid_0's poisson: -106.363 valid_0's huber: 11.6571
[85] valid_0's poisson: -106.371 valid_0's huber: 11.6236
[86] valid_0's poisson: -106.404 valid_0's huber: 11.5909
[87] valid_0's poisson: -106.42 valid_0's huber: 11.5578
[88] valid_0's poisson: -106.451 valid_0's huber: 11.5263
[89] valid_0's poisson: -106.489 valid_0's huber: 11.4956
[90] valid_0's poisson: -106.515 valid_0's huber: 11.4649
[91] valid_0's poisson: -106.538 valid_0's huber: 11.4355
[92] valid_0's poisson: -106.57 valid_0's huber: 11.4035
[93] valid_0's poisson: -106.609 valid_0's huber: 11.3635
[94] valid_0's poisson: -106.719 valid_0's huber: 11.3179
[95] valid_0's poisson: -106.756 valid_0's huber: 11.2687
[96] valid_0's poisson: -106.793 valid_0's huber: 11.2273
[97] valid_0's poisson: -106.854 valid_0's huber: 11.1847
[98] valid_0's poisson: -106.899 valid_0's huber: 11.145
[99] valid_0's poisson: -106.962 valid_0's huber: 11.1055
[100] valid_0's poisson: -107.004 valid_0's huber: 11.069
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2157 valid_0's huber: 29.777
[2] valid_0's poisson: -87.2577 valid_0's huber: 29.7424
[3] valid_0's poisson: -87.2996 valid_0's huber: 29.7078
[4] valid_0's poisson: -87.3415 valid_0's huber: 29.6732
[5] valid_0's poisson: -87.3833 valid_0's huber: 29.6386
[6] valid_0's poisson: -87.425 valid_0's huber: 29.604
[7] valid_0's poisson: -87.4668 valid_0's huber: 29.5695
[8] valid_0's poisson: -87.5085 valid_0's huber: 29.5351
[9] valid_0's poisson: -87.5502 valid_0's huber: 29.5007
[10] valid_0's poisson: -87.5918 valid_0's huber: 29.4663
[11] valid_0's poisson: -87.6334 valid_0's huber: 29.432
[12] valid_0's poisson: -87.6749 valid_0's huber: 29.3976
[13] valid_0's poisson: -87.7163 valid_0's huber: 29.3634
[14] valid_0's poisson: -87.7576 valid_0's huber: 29.3291
[15] valid_0's poisson: -87.7989 valid_0's huber: 29.2949
[16] valid_0's poisson: -87.8402 valid_0's huber: 29.2607
[17] valid_0's poisson: -87.8814 valid_0's huber: 29.2265
[18] valid_0's poisson: -87.9225 valid_0's huber: 29.1924
[19] valid_0's poisson: -87.9635 valid_0's huber: 29.1582
[20] valid_0's poisson: -88.0045 valid_0's huber: 29.1241
[21] valid_0's poisson: -88.0455 valid_0's huber: 29.0901
[22] valid_0's poisson: -88.0863 valid_0's huber: 29.0561
[23] valid_0's poisson: -88.1271 valid_0's huber: 29.0221
[24] valid_0's poisson: -88.1679 valid_0's huber: 28.9881
[25] valid_0's poisson: -88.2086 valid_0's huber: 28.9542
[26] valid_0's poisson: -88.2492 valid_0's huber: 28.9203
[27] valid_0's poisson: -88.2897 valid_0's huber: 28.8864
[28] valid_0's poisson: -88.3303 valid_0's huber: 28.8526
[29] valid_0's poisson: -88.3707 valid_0's huber: 28.8188
[30] valid_0's poisson: -88.4109 valid_0's huber: 28.7853
[31] valid_0's poisson: -88.451 valid_0's huber: 28.7518
[32] valid_0's poisson: -88.4911 valid_0's huber: 28.7184
[33] valid_0's poisson: -88.5312 valid_0's huber: 28.6849
[34] valid_0's poisson: -88.5711 valid_0's huber: 28.6515
[35] valid_0's poisson: -88.611 valid_0's huber: 28.6182
[36] valid_0's poisson: -88.6509 valid_0's huber: 28.5848
[37] valid_0's poisson: -88.6908 valid_0's huber: 28.5514
[38] valid_0's poisson: -88.7306 valid_0's huber: 28.5181
[39] valid_0's poisson: -88.7703 valid_0's huber: 28.4847
[40] valid_0's poisson: -88.81 valid_0's huber: 28.4514
[41] valid_0's poisson: -88.8496 valid_0's huber: 28.4182
[42] valid_0's poisson: -88.8892 valid_0's huber: 28.3849
[43] valid_0's poisson: -88.9287 valid_0's huber: 28.3517
[44] valid_0's poisson: -88.9682 valid_0's huber: 28.3185
[45] valid_0's poisson: -89.0076 valid_0's huber: 28.2853
[46] valid_0's poisson: -89.0469 valid_0's huber: 28.2522
[47] valid_0's poisson: -89.0862 valid_0's huber: 28.2191
[48] valid_0's poisson: -89.1254 valid_0's huber: 28.186
[49] valid_0's poisson: -89.1646 valid_0's huber: 28.1529
[50] valid_0's poisson: -89.2037 valid_0's huber: 28.1199
[51] valid_0's poisson: -89.2428 valid_0's huber: 28.0869
[52] valid_0's poisson: -89.2818 valid_0's huber: 28.054
[53] valid_0's poisson: -89.3207 valid_0's huber: 28.0211
[54] valid_0's poisson: -89.3596 valid_0's huber: 27.9882
[55] valid_0's poisson: -89.3985 valid_0's huber: 27.9553
[56] valid_0's poisson: -89.4373 valid_0's huber: 27.9224
[57] valid_0's poisson: -89.476 valid_0's huber: 27.8896
[58] valid_0's poisson: -89.5147 valid_0's huber: 27.8568
[59] valid_0's poisson: -89.5533 valid_0's huber: 27.824
[60] valid_0's poisson: -89.5918 valid_0's huber: 27.7913
[61] valid_0's poisson: -89.6303 valid_0's huber: 27.7586
[62] valid_0's poisson: -89.6688 valid_0's huber: 27.7259
[63] valid_0's poisson: -89.7072 valid_0's huber: 27.6932
[64] valid_0's poisson: -89.7455 valid_0's huber: 27.6605
[65] valid_0's poisson: -89.7838 valid_0's huber: 27.6279
[66] valid_0's poisson: -89.8221 valid_0's huber: 27.5953
[67] valid_0's poisson: -89.8602 valid_0's huber: 27.5627
[68] valid_0's poisson: -89.8983 valid_0's huber: 27.5301
[69] valid_0's poisson: -89.9364 valid_0's huber: 27.4976
[70] valid_0's poisson: -89.9744 valid_0's huber: 27.4651
[71] valid_0's poisson: -90.0124 valid_0's huber: 27.4326
[72] valid_0's poisson: -90.0503 valid_0's huber: 27.4001
[73] valid_0's poisson: -90.0882 valid_0's huber: 27.3676
[74] valid_0's poisson: -90.126 valid_0's huber: 27.3353
[75] valid_0's poisson: -90.1637 valid_0's huber: 27.3029
[76] valid_0's poisson: -90.2014 valid_0's huber: 27.2705
[77] valid_0's poisson: -90.239 valid_0's huber: 27.2382
[78] valid_0's poisson: -90.2766 valid_0's huber: 27.2059
[79] valid_0's poisson: -90.3142 valid_0's huber: 27.1736
[80] valid_0's poisson: -90.3516 valid_0's huber: 27.1414
[81] valid_0's poisson: -90.389 valid_0's huber: 27.1092
[82] valid_0's poisson: -90.4264 valid_0's huber: 27.077
[83] valid_0's poisson: -90.4637 valid_0's huber: 27.0448
[84] valid_0's poisson: -90.5009 valid_0's huber: 27.0127
[85] valid_0's poisson: -90.5381 valid_0's huber: 26.9806
[86] valid_0's poisson: -90.5752 valid_0's huber: 26.9486
[87] valid_0's poisson: -90.6122 valid_0's huber: 26.9165
[88] valid_0's poisson: -90.6493 valid_0's huber: 26.8845
[89] valid_0's poisson: -90.6862 valid_0's huber: 26.8525
[90] valid_0's poisson: -90.7232 valid_0's huber: 26.8204
[91] valid_0's poisson: -90.76 valid_0's huber: 26.7885
[92] valid_0's poisson: -90.7968 valid_0's huber: 26.7566
[93] valid_0's poisson: -90.8338 valid_0's huber: 26.7244
[94] valid_0's poisson: -90.8705 valid_0's huber: 26.6926
[95] valid_0's poisson: -90.9072 valid_0's huber: 26.6607
[96] valid_0's poisson: -90.9438 valid_0's huber: 26.6289
[97] valid_0's poisson: -90.9806 valid_0's huber: 26.5968
[98] valid_0's poisson: -91.0171 valid_0's huber: 26.5651
[99] valid_0's poisson: -91.0536 valid_0's huber: 26.5333
[100] valid_0's poisson: -91.0901 valid_0's huber: 26.5016
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2156 valid_0's huber: 29.7757
[2] valid_0's poisson: -87.2572 valid_0's huber: 29.7415
[3] valid_0's poisson: -87.2987 valid_0's huber: 29.7075
[4] valid_0's poisson: -87.3402 valid_0's huber: 29.6734
[5] valid_0's poisson: -87.3816 valid_0's huber: 29.6395
[6] valid_0's poisson: -87.4229 valid_0's huber: 29.6054
[7] valid_0's poisson: -87.4642 valid_0's huber: 29.5715
[8] valid_0's poisson: -87.5054 valid_0's huber: 29.5375
[9] valid_0's poisson: -87.5466 valid_0's huber: 29.5037
[10] valid_0's poisson: -87.5877 valid_0's huber: 29.4698
[11] valid_0's poisson: -87.6287 valid_0's huber: 29.436
[12] valid_0's poisson: -87.6696 valid_0's huber: 29.4023
[13] valid_0's poisson: -87.7105 valid_0's huber: 29.3685
[14] valid_0's poisson: -87.7513 valid_0's huber: 29.3348
[15] valid_0's poisson: -87.792 valid_0's huber: 29.3011
[16] valid_0's poisson: -87.8326 valid_0's huber: 29.2675
[17] valid_0's poisson: -87.8733 valid_0's huber: 29.2338
[18] valid_0's poisson: -87.9138 valid_0's huber: 29.2003
[19] valid_0's poisson: -87.9543 valid_0's huber: 29.1666
[20] valid_0's poisson: -87.9946 valid_0's huber: 29.1331
[21] valid_0's poisson: -88.035 valid_0's huber: 29.0995
[22] valid_0's poisson: -88.0753 valid_0's huber: 29.066
[23] valid_0's poisson: -88.1155 valid_0's huber: 29.0325
[24] valid_0's poisson: -88.1557 valid_0's huber: 28.9992
[25] valid_0's poisson: -88.1958 valid_0's huber: 28.9656
[26] valid_0's poisson: -88.2358 valid_0's huber: 28.9323
[27] valid_0's poisson: -88.2758 valid_0's huber: 28.8989
[28] valid_0's poisson: -88.3158 valid_0's huber: 28.8656
[29] valid_0's poisson: -88.3557 valid_0's huber: 28.8322
[30] valid_0's poisson: -88.3962 valid_0's huber: 28.7979
[31] valid_0's poisson: -88.4368 valid_0's huber: 28.7637
[32] valid_0's poisson: -88.4772 valid_0's huber: 28.7295
[33] valid_0's poisson: -88.5176 valid_0's huber: 28.6954
[34] valid_0's poisson: -88.558 valid_0's huber: 28.6612
[35] valid_0's poisson: -88.5983 valid_0's huber: 28.6271
[36] valid_0's poisson: -88.6385 valid_0's huber: 28.5931
[37] valid_0's poisson: -88.6787 valid_0's huber: 28.559
[38] valid_0's poisson: -88.7188 valid_0's huber: 28.525
[39] valid_0's poisson: -88.7588 valid_0's huber: 28.491
[40] valid_0's poisson: -88.7988 valid_0's huber: 28.4571
[41] valid_0's poisson: -88.8387 valid_0's huber: 28.4232
[42] valid_0's poisson: -88.8786 valid_0's huber: 28.3892
[43] valid_0's poisson: -88.9184 valid_0's huber: 28.3554
[44] valid_0's poisson: -88.9582 valid_0's huber: 28.3215
[45] valid_0's poisson: -88.9979 valid_0's huber: 28.2877
[46] valid_0's poisson: -89.0378 valid_0's huber: 28.2539
[47] valid_0's poisson: -89.0776 valid_0's huber: 28.2201
[48] valid_0's poisson: -89.1173 valid_0's huber: 28.1864
[49] valid_0's poisson: -89.1571 valid_0's huber: 28.1525
[50] valid_0's poisson: -89.1969 valid_0's huber: 28.1186
[51] valid_0's poisson: -89.2365 valid_0's huber: 28.085
[52] valid_0's poisson: -89.2761 valid_0's huber: 28.0512
[53] valid_0's poisson: -89.3156 valid_0's huber: 28.0175
[54] valid_0's poisson: -89.3551 valid_0's huber: 27.9838
[55] valid_0's poisson: -89.3946 valid_0's huber: 27.9501
[56] valid_0's poisson: -89.4339 valid_0's huber: 27.9165
[57] valid_0's poisson: -89.4732 valid_0's huber: 27.8828
[58] valid_0's poisson: -89.5124 valid_0's huber: 27.8493
[59] valid_0's poisson: -89.5517 valid_0's huber: 27.8157
[60] valid_0's poisson: -89.5909 valid_0's huber: 27.7821
[61] valid_0's poisson: -89.63 valid_0's huber: 27.7486
[62] valid_0's poisson: -89.6691 valid_0's huber: 27.715
[63] valid_0's poisson: -89.7081 valid_0's huber: 27.6815
[64] valid_0's poisson: -89.7471 valid_0's huber: 27.648
[65] valid_0's poisson: -89.7861 valid_0's huber: 27.6145
[66] valid_0's poisson: -89.8249 valid_0's huber: 27.5811
[67] valid_0's poisson: -89.8638 valid_0's huber: 27.5476
[68] valid_0's poisson: -89.9026 valid_0's huber: 27.5141
[69] valid_0's poisson: -89.9411 valid_0's huber: 27.4809
[70] valid_0's poisson: -89.9799 valid_0's huber: 27.4475
[71] valid_0's poisson: -90.0184 valid_0's huber: 27.4142
[72] valid_0's poisson: -90.057 valid_0's huber: 27.3808
[73] valid_0's poisson: -90.0955 valid_0's huber: 27.3475
[74] valid_0's poisson: -90.1338 valid_0's huber: 27.3144
[75] valid_0's poisson: -90.1723 valid_0's huber: 27.2811
[76] valid_0's poisson: -90.2105 valid_0's huber: 27.248
[77] valid_0's poisson: -90.2488 valid_0's huber: 27.2148
[78] valid_0's poisson: -90.287 valid_0's huber: 27.1816
[79] valid_0's poisson: -90.3251 valid_0's huber: 27.1486
[80] valid_0's poisson: -90.3633 valid_0's huber: 27.1155
[81] valid_0's poisson: -90.4012 valid_0's huber: 27.0826
[82] valid_0's poisson: -90.4392 valid_0's huber: 27.0495
[83] valid_0's poisson: -90.4772 valid_0's huber: 27.0165
[84] valid_0's poisson: -90.515 valid_0's huber: 26.9837
[85] valid_0's poisson: -90.5529 valid_0's huber: 26.9507
[86] valid_0's poisson: -90.5906 valid_0's huber: 26.9179
[87] valid_0's poisson: -90.6283 valid_0's huber: 26.8851
[88] valid_0's poisson: -90.6658 valid_0's huber: 26.8523
[89] valid_0's poisson: -90.7034 valid_0's huber: 26.8195
[90] valid_0's poisson: -90.741 valid_0's huber: 26.7867
[91] valid_0's poisson: -90.7784 valid_0's huber: 26.7541
[92] valid_0's poisson: -90.8158 valid_0's huber: 26.7214
[93] valid_0's poisson: -90.8531 valid_0's huber: 26.6888
[94] valid_0's poisson: -90.8904 valid_0's huber: 26.6562
[95] valid_0's poisson: -90.9277 valid_0's huber: 26.6236
[96] valid_0's poisson: -90.9648 valid_0's huber: 26.5912
[97] valid_0's poisson: -91.0019 valid_0's huber: 26.5586
[98] valid_0's poisson: -91.039 valid_0's huber: 26.5261
[99] valid_0's poisson: -91.0759 valid_0's huber: 26.4939
[100] valid_0's poisson: -91.1129 valid_0's huber: 26.4617
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2118 valid_0's huber: 29.8078
[2] valid_0's poisson: -87.2541 valid_0's huber: 29.7727
[3] valid_0's poisson: -87.2962 valid_0's huber: 29.7377
[4] valid_0's poisson: -87.3383 valid_0's huber: 29.7027
[5] valid_0's poisson: -87.3803 valid_0's huber: 29.6677
[6] valid_0's poisson: -87.4222 valid_0's huber: 29.6328
[7] valid_0's poisson: -87.4641 valid_0's huber: 29.5979
[8] valid_0's poisson: -87.5059 valid_0's huber: 29.563
[9] valid_0's poisson: -87.5477 valid_0's huber: 29.5281
[10] valid_0's poisson: -87.5894 valid_0's huber: 29.4933
[11] valid_0's poisson: -87.631 valid_0's huber: 29.4585
[12] valid_0's poisson: -87.6726 valid_0's huber: 29.4237
[13] valid_0's poisson: -87.7141 valid_0's huber: 29.389
[14] valid_0's poisson: -87.7555 valid_0's huber: 29.3542
[15] valid_0's poisson: -87.7969 valid_0's huber: 29.3196
[16] valid_0's poisson: -87.8382 valid_0's huber: 29.2849
[17] valid_0's poisson: -87.8795 valid_0's huber: 29.2503
[18] valid_0's poisson: -87.9206 valid_0's huber: 29.2157
[19] valid_0's poisson: -87.9618 valid_0's huber: 29.1812
[20] valid_0's poisson: -88.0028 valid_0's huber: 29.1466
[21] valid_0's poisson: -88.0438 valid_0's huber: 29.1121
[22] valid_0's poisson: -88.0848 valid_0's huber: 29.0776
[23] valid_0's poisson: -88.1257 valid_0's huber: 29.0431
[24] valid_0's poisson: -88.1665 valid_0's huber: 29.0087
[25] valid_0's poisson: -88.2073 valid_0's huber: 28.9743
[26] valid_0's poisson: -88.248 valid_0's huber: 28.9399
[27] valid_0's poisson: -88.2886 valid_0's huber: 28.9056
[28] valid_0's poisson: -88.3292 valid_0's huber: 28.8713
[29] valid_0's poisson: -88.3697 valid_0's huber: 28.837
[30] valid_0's poisson: -88.4104 valid_0's huber: 28.8028
[31] valid_0's poisson: -88.451 valid_0's huber: 28.7686
[32] valid_0's poisson: -88.4916 valid_0's huber: 28.7344
[33] valid_0's poisson: -88.5321 valid_0's huber: 28.7002
[34] valid_0's poisson: -88.5726 valid_0's huber: 28.666
[35] valid_0's poisson: -88.613 valid_0's huber: 28.6319
[36] valid_0's poisson: -88.6533 valid_0's huber: 28.5978
[37] valid_0's poisson: -88.6935 valid_0's huber: 28.5637
[38] valid_0's poisson: -88.7337 valid_0's huber: 28.5297
[39] valid_0's poisson: -88.7738 valid_0's huber: 28.4957
[40] valid_0's poisson: -88.8139 valid_0's huber: 28.4617
[41] valid_0's poisson: -88.8539 valid_0's huber: 28.4277
[42] valid_0's poisson: -88.8939 valid_0's huber: 28.3938
[43] valid_0's poisson: -88.9338 valid_0's huber: 28.3599
[44] valid_0's poisson: -88.9737 valid_0's huber: 28.326
[45] valid_0's poisson: -89.0134 valid_0's huber: 28.2922
[46] valid_0's poisson: -89.0532 valid_0's huber: 28.2584
[47] valid_0's poisson: -89.0928 valid_0's huber: 28.2246
[48] valid_0's poisson: -89.1324 valid_0's huber: 28.1908
[49] valid_0's poisson: -89.1719 valid_0's huber: 28.1571
[50] valid_0's poisson: -89.2114 valid_0's huber: 28.1234
[51] valid_0's poisson: -89.2509 valid_0's huber: 28.0898
[52] valid_0's poisson: -89.2902 valid_0's huber: 28.0561
[53] valid_0's poisson: -89.3295 valid_0's huber: 28.0226
[54] valid_0's poisson: -89.3688 valid_0's huber: 27.989
[55] valid_0's poisson: -89.408 valid_0's huber: 27.9554
[56] valid_0's poisson: -89.4471 valid_0's huber: 27.9219
[57] valid_0's poisson: -89.4862 valid_0's huber: 27.8885
[58] valid_0's poisson: -89.525 valid_0's huber: 27.8552
[59] valid_0's poisson: -89.564 valid_0's huber: 27.8218
[60] valid_0's poisson: -89.6026 valid_0's huber: 27.7886
[61] valid_0's poisson: -89.6413 valid_0's huber: 27.7555
[62] valid_0's poisson: -89.6801 valid_0's huber: 27.7221
[63] valid_0's poisson: -89.7186 valid_0's huber: 27.689
[64] valid_0's poisson: -89.7574 valid_0's huber: 27.6557
[65] valid_0's poisson: -89.7958 valid_0's huber: 27.6227
[66] valid_0's poisson: -89.8344 valid_0's huber: 27.5894
[67] valid_0's poisson: -89.8728 valid_0's huber: 27.5564
[68] valid_0's poisson: -89.9113 valid_0's huber: 27.5232
[69] valid_0's poisson: -89.9497 valid_0's huber: 27.49
[70] valid_0's poisson: -89.9879 valid_0's huber: 27.4571
[71] valid_0's poisson: -90.0263 valid_0's huber: 27.424
[72] valid_0's poisson: -90.0646 valid_0's huber: 27.3909
[73] valid_0's poisson: -90.1027 valid_0's huber: 27.3581
[74] valid_0's poisson: -90.1409 valid_0's huber: 27.3251
[75] valid_0's poisson: -90.1789 valid_0's huber: 27.2923
[76] valid_0's poisson: -90.2168 valid_0's huber: 27.2595
[77] valid_0's poisson: -90.2549 valid_0's huber: 27.2265
[78] valid_0's poisson: -90.2926 valid_0's huber: 27.1938
[79] valid_0's poisson: -90.3301 valid_0's huber: 27.1611
[80] valid_0's poisson: -90.3676 valid_0's huber: 27.1285
[81] valid_0's poisson: -90.4054 valid_0's huber: 27.0957
[82] valid_0's poisson: -90.4427 valid_0's huber: 27.063
[83] valid_0's poisson: -90.4803 valid_0's huber: 27.0303
[84] valid_0's poisson: -90.5176 valid_0's huber: 26.9978
[85] valid_0's poisson: -90.5551 valid_0's huber: 26.965
[86] valid_0's poisson: -90.5923 valid_0's huber: 26.9325
[87] valid_0's poisson: -90.6297 valid_0's huber: 26.8997
[88] valid_0's poisson: -90.6668 valid_0's huber: 26.8674
[89] valid_0's poisson: -90.7041 valid_0's huber: 26.8347
[90] valid_0's poisson: -90.7411 valid_0's huber: 26.8022
[91] valid_0's poisson: -90.7782 valid_0's huber: 26.7698
[92] valid_0's poisson: -90.8151 valid_0's huber: 26.7374
[93] valid_0's poisson: -90.8521 valid_0's huber: 26.705
[94] valid_0's poisson: -90.8889 valid_0's huber: 26.6727
[95] valid_0's poisson: -90.9255 valid_0's huber: 26.6406
[96] valid_0's poisson: -90.9625 valid_0's huber: 26.6082
[97] valid_0's poisson: -90.9993 valid_0's huber: 26.5759
[98] valid_0's poisson: -91.0358 valid_0's huber: 26.5438
[99] valid_0's poisson: -91.0726 valid_0's huber: 26.5116
[100] valid_0's poisson: -91.109 valid_0's huber: 26.4795
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2184 valid_0's huber: 29.7587
[2] valid_0's poisson: -87.2607 valid_0's huber: 29.7238
[3] valid_0's poisson: -87.303 valid_0's huber: 29.689
[4] valid_0's poisson: -87.3452 valid_0's huber: 29.6542
[5] valid_0's poisson: -87.3874 valid_0's huber: 29.6194
[6] valid_0's poisson: -87.4295 valid_0's huber: 29.5846
[7] valid_0's poisson: -87.4715 valid_0's huber: 29.5498
[8] valid_0's poisson: -87.5135 valid_0's huber: 29.5151
[9] valid_0's poisson: -87.5553 valid_0's huber: 29.4804
[10] valid_0's poisson: -87.5972 valid_0's huber: 29.4458
[11] valid_0's poisson: -87.6389 valid_0's huber: 29.4111
[12] valid_0's poisson: -87.6806 valid_0's huber: 29.3765
[13] valid_0's poisson: -87.7222 valid_0's huber: 29.3419
[14] valid_0's poisson: -87.7638 valid_0's huber: 29.3074
[15] valid_0's poisson: -87.8053 valid_0's huber: 29.2728
[16] valid_0's poisson: -87.8467 valid_0's huber: 29.2384
[17] valid_0's poisson: -87.888 valid_0's huber: 29.2039
[18] valid_0's poisson: -87.9293 valid_0's huber: 29.1695
[19] valid_0's poisson: -87.9705 valid_0's huber: 29.1351
[20] valid_0's poisson: -88.0117 valid_0's huber: 29.1008
[21] valid_0's poisson: -88.0528 valid_0's huber: 29.0664
[22] valid_0's poisson: -88.0938 valid_0's huber: 29.0321
[23] valid_0's poisson: -88.1348 valid_0's huber: 28.9978
[24] valid_0's poisson: -88.1757 valid_0's huber: 28.9635
[25] valid_0's poisson: -88.2166 valid_0's huber: 28.9293
[26] valid_0's poisson: -88.2573 valid_0's huber: 28.8951
[27] valid_0's poisson: -88.2981 valid_0's huber: 28.8609
[28] valid_0's poisson: -88.339 valid_0's huber: 28.8265
[29] valid_0's poisson: -88.38 valid_0's huber: 28.7922
[30] valid_0's poisson: -88.4202 valid_0's huber: 28.7583
[31] valid_0's poisson: -88.461 valid_0's huber: 28.7241
[32] valid_0's poisson: -88.5018 valid_0's huber: 28.6898
[33] valid_0's poisson: -88.5419 valid_0's huber: 28.656
[34] valid_0's poisson: -88.5825 valid_0's huber: 28.6218
[35] valid_0's poisson: -88.6231 valid_0's huber: 28.5877
[36] valid_0's poisson: -88.6636 valid_0's huber: 28.5535
[37] valid_0's poisson: -88.7035 valid_0's huber: 28.5198
[38] valid_0's poisson: -88.7438 valid_0's huber: 28.4858
[39] valid_0's poisson: -88.7836 valid_0's huber: 28.4521
[40] valid_0's poisson: -88.8233 valid_0's huber: 28.4185
[41] valid_0's poisson: -88.8635 valid_0's huber: 28.3846
[42] valid_0's poisson: -88.9036 valid_0's huber: 28.3507
[43] valid_0's poisson: -88.9434 valid_0's huber: 28.3169
[44] valid_0's poisson: -88.9834 valid_0's huber: 28.283
[45] valid_0's poisson: -89.0233 valid_0's huber: 28.2492
[46] valid_0's poisson: -89.063 valid_0's huber: 28.2155
[47] valid_0's poisson: -89.1029 valid_0's huber: 28.1817
[48] valid_0's poisson: -89.1426 valid_0's huber: 28.148
[49] valid_0's poisson: -89.1824 valid_0's huber: 28.1142
[50] valid_0's poisson: -89.222 valid_0's huber: 28.0805
[51] valid_0's poisson: -89.2617 valid_0's huber: 28.0468
[52] valid_0's poisson: -89.3012 valid_0's huber: 28.0132
[53] valid_0's poisson: -89.3402 valid_0's huber: 27.9799
[54] valid_0's poisson: -89.3796 valid_0's huber: 27.9464
[55] valid_0's poisson: -89.419 valid_0's huber: 27.9128
[56] valid_0's poisson: -89.4582 valid_0's huber: 27.8793
[57] valid_0's poisson: -89.4975 valid_0's huber: 27.8458
[58] valid_0's poisson: -89.5367 valid_0's huber: 27.8123
[59] valid_0's poisson: -89.576 valid_0's huber: 27.7788
[60] valid_0's poisson: -89.6151 valid_0's huber: 27.7453
[61] valid_0's poisson: -89.6542 valid_0's huber: 27.7119
[62] valid_0's poisson: -89.6932 valid_0's huber: 27.6784
[63] valid_0's poisson: -89.7322 valid_0's huber: 27.6451
[64] valid_0's poisson: -89.7706 valid_0's huber: 27.6119
[65] valid_0's poisson: -89.8094 valid_0's huber: 27.5787
[66] valid_0's poisson: -89.8482 valid_0's huber: 27.5454
[67] valid_0's poisson: -89.8868 valid_0's huber: 27.5123
[68] valid_0's poisson: -89.9254 valid_0's huber: 27.4791
[69] valid_0's poisson: -89.9637 valid_0's huber: 27.4461
[70] valid_0's poisson: -90.0022 valid_0's huber: 27.413
[71] valid_0's poisson: -90.0407 valid_0's huber: 27.3799
[72] valid_0's poisson: -90.0791 valid_0's huber: 27.3468
[73] valid_0's poisson: -90.1175 valid_0's huber: 27.3137
[74] valid_0's poisson: -90.1554 valid_0's huber: 27.2808
[75] valid_0's poisson: -90.1937 valid_0's huber: 27.2478
[76] valid_0's poisson: -90.2318 valid_0's huber: 27.2149
[77] valid_0's poisson: -90.2699 valid_0's huber: 27.1821
[78] valid_0's poisson: -90.3079 valid_0's huber: 27.1492
[79] valid_0's poisson: -90.3459 valid_0's huber: 27.1164
[80] valid_0's poisson: -90.3839 valid_0's huber: 27.0835
[81] valid_0's poisson: -90.4214 valid_0's huber: 27.0509
[82] valid_0's poisson: -90.4592 valid_0's huber: 27.0182
[83] valid_0's poisson: -90.4969 valid_0's huber: 26.9856
[84] valid_0's poisson: -90.5347 valid_0's huber: 26.9528
[85] valid_0's poisson: -90.5723 valid_0's huber: 26.9203
[86] valid_0's poisson: -90.6097 valid_0's huber: 26.8878
[87] valid_0's poisson: -90.647 valid_0's huber: 26.8554
[88] valid_0's poisson: -90.6844 valid_0's huber: 26.8231
[89] valid_0's poisson: -90.7214 valid_0's huber: 26.7907
[90] valid_0's poisson: -90.7586 valid_0's huber: 26.7584
[91] valid_0's poisson: -90.7958 valid_0's huber: 26.726
[92] valid_0's poisson: -90.8328 valid_0's huber: 26.6937
[93] valid_0's poisson: -90.8699 valid_0's huber: 26.6614
[94] valid_0's poisson: -90.9071 valid_0's huber: 26.629
[95] valid_0's poisson: -90.944 valid_0's huber: 26.5968
[96] valid_0's poisson: -90.981 valid_0's huber: 26.5646
[97] valid_0's poisson: -91.0179 valid_0's huber: 26.5324
[98] valid_0's poisson: -91.0546 valid_0's huber: 26.5003
[99] valid_0's poisson: -91.0915 valid_0's huber: 26.4681
[100] valid_0's poisson: -91.128 valid_0's huber: 26.436
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2046 valid_0's huber: 29.8506
[2] valid_0's poisson: -87.2468 valid_0's huber: 29.8158
[3] valid_0's poisson: -87.2876 valid_0's huber: 29.7812
[4] valid_0's poisson: -87.3284 valid_0's huber: 29.7466
[5] valid_0's poisson: -87.3704 valid_0's huber: 29.7119
[6] valid_0's poisson: -87.4111 valid_0's huber: 29.6773
[7] valid_0's poisson: -87.4529 valid_0's huber: 29.6427
[8] valid_0's poisson: -87.4935 valid_0's huber: 29.6082
[9] valid_0's poisson: -87.5352 valid_0's huber: 29.5736
[10] valid_0's poisson: -87.5766 valid_0's huber: 29.5394
[11] valid_0's poisson: -87.6179 valid_0's huber: 29.5052
[12] valid_0's poisson: -87.6594 valid_0's huber: 29.4707
[13] valid_0's poisson: -87.7007 valid_0's huber: 29.4365
[14] valid_0's poisson: -87.7422 valid_0's huber: 29.402
[15] valid_0's poisson: -87.7833 valid_0's huber: 29.3679
[16] valid_0's poisson: -87.8243 valid_0's huber: 29.3338
[17] valid_0's poisson: -87.8656 valid_0's huber: 29.2993
[18] valid_0's poisson: -87.9065 valid_0's huber: 29.2653
[19] valid_0's poisson: -87.9477 valid_0's huber: 29.2309
[20] valid_0's poisson: -87.9885 valid_0's huber: 29.197
[21] valid_0's poisson: -88.0292 valid_0's huber: 29.163
[22] valid_0's poisson: -88.0702 valid_0's huber: 29.1287
[23] valid_0's poisson: -88.1106 valid_0's huber: 29.0947
[24] valid_0's poisson: -88.1512 valid_0's huber: 29.0609
[25] valid_0's poisson: -88.1915 valid_0's huber: 29.027
[26] valid_0's poisson: -88.2323 valid_0's huber: 28.9927
[27] valid_0's poisson: -88.2727 valid_0's huber: 28.9589
[28] valid_0's poisson: -88.3129 valid_0's huber: 28.9251
[29] valid_0's poisson: -88.3534 valid_0's huber: 28.8911
[30] valid_0's poisson: -88.3939 valid_0's huber: 28.857
[31] valid_0's poisson: -88.4339 valid_0's huber: 28.8232
[32] valid_0's poisson: -88.4743 valid_0's huber: 28.7893
[33] valid_0's poisson: -88.5143 valid_0's huber: 28.7556
[34] valid_0's poisson: -88.5543 valid_0's huber: 28.7221
[35] valid_0's poisson: -88.594 valid_0's huber: 28.6884
[36] valid_0's poisson: -88.6341 valid_0's huber: 28.6545
[37] valid_0's poisson: -88.6742 valid_0's huber: 28.6206
[38] valid_0's poisson: -88.714 valid_0's huber: 28.5871
[39] valid_0's poisson: -88.754 valid_0's huber: 28.5533
[40] valid_0's poisson: -88.7937 valid_0's huber: 28.5198
[41] valid_0's poisson: -88.8331 valid_0's huber: 28.4863
[42] valid_0's poisson: -88.8729 valid_0's huber: 28.4525
[43] valid_0's poisson: -88.9127 valid_0's huber: 28.4188
[44] valid_0's poisson: -88.9524 valid_0's huber: 28.3851
[45] valid_0's poisson: -88.9918 valid_0's huber: 28.3518
[46] valid_0's poisson: -89.0315 valid_0's huber: 28.318
[47] valid_0's poisson: -89.0706 valid_0's huber: 28.2846
[48] valid_0's poisson: -89.1103 valid_0's huber: 28.2507
[49] valid_0's poisson: -89.1495 valid_0's huber: 28.2175
[50] valid_0's poisson: -89.1891 valid_0's huber: 28.1837
[51] valid_0's poisson: -89.2282 valid_0's huber: 28.1504
[52] valid_0's poisson: -89.2675 valid_0's huber: 28.117
[53] valid_0's poisson: -89.3067 valid_0's huber: 28.0835
[54] valid_0's poisson: -89.3458 valid_0's huber: 28.0501
[55] valid_0's poisson: -89.3849 valid_0's huber: 28.0167
[56] valid_0's poisson: -89.4242 valid_0's huber: 27.983
[57] valid_0's poisson: -89.4629 valid_0's huber: 27.9498
[58] valid_0's poisson: -89.5018 valid_0's huber: 27.9164
[59] valid_0's poisson: -89.5409 valid_0's huber: 27.8828
[60] valid_0's poisson: -89.5798 valid_0's huber: 27.8495
[61] valid_0's poisson: -89.6188 valid_0's huber: 27.8159
[62] valid_0's poisson: -89.6576 valid_0's huber: 27.7826
[63] valid_0's poisson: -89.6965 valid_0's huber: 27.7491
[64] valid_0's poisson: -89.7352 valid_0's huber: 27.7158
[65] valid_0's poisson: -89.7735 valid_0's huber: 27.683
[66] valid_0's poisson: -89.8123 valid_0's huber: 27.6495
[67] valid_0's poisson: -89.8508 valid_0's huber: 27.6164
[68] valid_0's poisson: -89.8888 valid_0's huber: 27.5834
[69] valid_0's poisson: -89.9274 valid_0's huber: 27.55
[70] valid_0's poisson: -89.9659 valid_0's huber: 27.5167
[71] valid_0's poisson: -90.004 valid_0's huber: 27.4839
[72] valid_0's poisson: -90.0424 valid_0's huber: 27.4508
[73] valid_0's poisson: -90.0806 valid_0's huber: 27.4177
[74] valid_0's poisson: -90.119 valid_0's huber: 27.3845
[75] valid_0's poisson: -90.1569 valid_0's huber: 27.3517
[76] valid_0's poisson: -90.195 valid_0's huber: 27.3187
[77] valid_0's poisson: -90.2326 valid_0's huber: 27.2861
[78] valid_0's poisson: -90.2706 valid_0's huber: 27.2531
[79] valid_0's poisson: -90.3086 valid_0's huber: 27.2202
[80] valid_0's poisson: -90.3464 valid_0's huber: 27.1874
[81] valid_0's poisson: -90.3842 valid_0's huber: 27.1547
[82] valid_0's poisson: -90.422 valid_0's huber: 27.1219
[83] valid_0's poisson: -90.4594 valid_0's huber: 27.0895
[84] valid_0's poisson: -90.497 valid_0's huber: 27.0569
[85] valid_0's poisson: -90.5345 valid_0's huber: 27.0244
[86] valid_0's poisson: -90.572 valid_0's huber: 26.9918
[87] valid_0's poisson: -90.6093 valid_0's huber: 26.9594
[88] valid_0's poisson: -90.6467 valid_0's huber: 26.9268
[89] valid_0's poisson: -90.684 valid_0's huber: 26.8944
[90] valid_0's poisson: -90.7214 valid_0's huber: 26.8617
[91] valid_0's poisson: -90.7586 valid_0's huber: 26.8293
[92] valid_0's poisson: -90.7959 valid_0's huber: 26.7967
[93] valid_0's poisson: -90.833 valid_0's huber: 26.7644
[94] valid_0's poisson: -90.8702 valid_0's huber: 26.7319
[95] valid_0's poisson: -90.9071 valid_0's huber: 26.6995
[96] valid_0's poisson: -90.9441 valid_0's huber: 26.6673
[97] valid_0's poisson: -90.9809 valid_0's huber: 26.635
[98] valid_0's poisson: -91.0178 valid_0's huber: 26.6026
[99] valid_0's poisson: -91.0547 valid_0's huber: 26.5703
[100] valid_0's poisson: -91.0915 valid_0's huber: 26.5381
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8563 valid_0's huber: 29.242
[2] valid_0's poisson: -88.5309 valid_0's huber: 28.6747
[3] valid_0's poisson: -89.1878 valid_0's huber: 28.1188
[4] valid_0's poisson: -89.8291 valid_0's huber: 27.5706
[5] valid_0's poisson: -90.4569 valid_0's huber: 27.0273
[6] valid_0's poisson: -91.0678 valid_0's huber: 26.4921
[7] valid_0's poisson: -91.664 valid_0's huber: 25.9665
[8] valid_0's poisson: -92.2503 valid_0's huber: 25.4466
[9] valid_0's poisson: -92.8186 valid_0's huber: 24.9396
[10] valid_0's poisson: -93.3767 valid_0's huber: 24.4361
[11] valid_0's poisson: -93.9225 valid_0's huber: 23.9382
[12] valid_0's poisson: -94.4531 valid_0's huber: 23.4524
[13] valid_0's poisson: -94.9741 valid_0's huber: 22.9672
[14] valid_0's poisson: -95.4816 valid_0's huber: 22.4937
[15] valid_0's poisson: -95.9755 valid_0's huber: 22.0298
[16] valid_0's poisson: -96.4622 valid_0's huber: 21.5663
[17] valid_0's poisson: -96.9335 valid_0's huber: 21.1156
[18] valid_0's poisson: -97.3969 valid_0's huber: 20.6688
[19] valid_0's poisson: -97.8439 valid_0's huber: 20.2335
[20] valid_0's poisson: -98.2872 valid_0's huber: 19.8023
[21] valid_0's poisson: -98.7159 valid_0's huber: 19.382
[22] valid_0's poisson: -99.1402 valid_0's huber: 18.9621
[23] valid_0's poisson: -99.5518 valid_0's huber: 18.5519
[24] valid_0's poisson: -99.9495 valid_0's huber: 18.1561
[25] valid_0's poisson: -100.334 valid_0's huber: 17.7657
[26] valid_0's poisson: -100.704 valid_0's huber: 17.3932
[27] valid_0's poisson: -101.064 valid_0's huber: 17.0286
[28] valid_0's poisson: -101.407 valid_0's huber: 16.6796
[29] valid_0's poisson: -101.742 valid_0's huber: 16.3435
[30] valid_0's poisson: -102.067 valid_0's huber: 16.0148
[31] valid_0's poisson: -102.373 valid_0's huber: 15.7077
[32] valid_0's poisson: -102.666 valid_0's huber: 15.4134
[33] valid_0's poisson: -102.947 valid_0's huber: 15.1346
[34] valid_0's poisson: -103.212 valid_0's huber: 14.8663
[35] valid_0's poisson: -103.462 valid_0's huber: 14.6176
[36] valid_0's poisson: -103.696 valid_0's huber: 14.3843
[37] valid_0's poisson: -103.927 valid_0's huber: 14.1498
[38] valid_0's poisson: -104.136 valid_0's huber: 13.9415
[39] valid_0's poisson: -104.328 valid_0's huber: 13.7572
[40] valid_0's poisson: -104.49 valid_0's huber: 13.6012
[41] valid_0's poisson: -104.627 valid_0's huber: 13.4744
[42] valid_0's poisson: -104.753 valid_0's huber: 13.3604
[43] valid_0's poisson: -104.856 valid_0's huber: 13.2628
[44] valid_0's poisson: -104.936 valid_0's huber: 13.1835
[45] valid_0's poisson: -105.024 valid_0's huber: 13.1016
[46] valid_0's poisson: -105.086 valid_0's huber: 13.0296
[47] valid_0's poisson: -105.144 valid_0's huber: 12.9617
[48] valid_0's poisson: -105.183 valid_0's huber: 12.8887
[49] valid_0's poisson: -105.265 valid_0's huber: 12.8196
[50] valid_0's poisson: -105.371 valid_0's huber: 12.7559
[51] valid_0's poisson: -105.442 valid_0's huber: 12.6902
[52] valid_0's poisson: -105.513 valid_0's huber: 12.6298
[53] valid_0's poisson: -105.578 valid_0's huber: 12.5705
[54] valid_0's poisson: -105.622 valid_0's huber: 12.5157
[55] valid_0's poisson: -105.68 valid_0's huber: 12.4608
[56] valid_0's poisson: -105.707 valid_0's huber: 12.4082
[57] valid_0's poisson: -105.773 valid_0's huber: 12.3593
[58] valid_0's poisson: -105.816 valid_0's huber: 12.3052
[59] valid_0's poisson: -105.871 valid_0's huber: 12.253
[60] valid_0's poisson: -105.941 valid_0's huber: 12.2029
[61] valid_0's poisson: -105.989 valid_0's huber: 12.1561
[62] valid_0's poisson: -106.042 valid_0's huber: 12.1101
[63] valid_0's poisson: -106.11 valid_0's huber: 12.0595
[64] valid_0's poisson: -106.16 valid_0's huber: 12.0161
[65] valid_0's poisson: -106.207 valid_0's huber: 11.9698
[66] valid_0's poisson: -106.257 valid_0's huber: 11.9269
[67] valid_0's poisson: -106.307 valid_0's huber: 11.8877
[68] valid_0's poisson: -106.322 valid_0's huber: 11.8468
[69] valid_0's poisson: -106.375 valid_0's huber: 11.8103
[70] valid_0's poisson: -106.415 valid_0's huber: 11.7719
[71] valid_0's poisson: -106.457 valid_0's huber: 11.7315
[72] valid_0's poisson: -106.498 valid_0's huber: 11.695
[73] valid_0's poisson: -106.526 valid_0's huber: 11.6575
[74] valid_0's poisson: -106.587 valid_0's huber: 11.61
[75] valid_0's poisson: -106.651 valid_0's huber: 11.5662
[76] valid_0's poisson: -106.694 valid_0's huber: 11.5257
[77] valid_0's poisson: -106.722 valid_0's huber: 11.4901
[78] valid_0's poisson: -106.758 valid_0's huber: 11.4547
[79] valid_0's poisson: -106.784 valid_0's huber: 11.4165
[80] valid_0's poisson: -106.839 valid_0's huber: 11.3813
[81] valid_0's poisson: -106.866 valid_0's huber: 11.3393
[82] valid_0's poisson: -106.923 valid_0's huber: 11.2958
[83] valid_0's poisson: -106.962 valid_0's huber: 11.255
[84] valid_0's poisson: -106.989 valid_0's huber: 11.2156
[85] valid_0's poisson: -107.034 valid_0's huber: 11.182
[86] valid_0's poisson: -107.064 valid_0's huber: 11.1521
[87] valid_0's poisson: -107.086 valid_0's huber: 11.1157
[88] valid_0's poisson: -107.114 valid_0's huber: 11.0831
[89] valid_0's poisson: -107.097 valid_0's huber: 11.0494
[90] valid_0's poisson: -107.123 valid_0's huber: 11.013
[91] valid_0's poisson: -107.145 valid_0's huber: 10.978
[92] valid_0's poisson: -107.241 valid_0's huber: 10.9407
[93] valid_0's poisson: -107.267 valid_0's huber: 10.9014
[94] valid_0's poisson: -107.285 valid_0's huber: 10.868
[95] valid_0's poisson: -107.363 valid_0's huber: 10.8323
[96] valid_0's poisson: -107.386 valid_0's huber: 10.8023
[97] valid_0's poisson: -107.417 valid_0's huber: 10.7705
[98] valid_0's poisson: -107.439 valid_0's huber: 10.7375
[99] valid_0's poisson: -107.45 valid_0's huber: 10.7081
[100] valid_0's poisson: -107.482 valid_0's huber: 10.6786
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8549 valid_0's huber: 29.2467
[2] valid_0's poisson: -88.52 valid_0's huber: 28.6871
[3] valid_0's poisson: -89.1687 valid_0's huber: 28.1379
[4] valid_0's poisson: -89.8057 valid_0's huber: 27.5868
[5] valid_0's poisson: -90.4333 valid_0's huber: 27.0393
[6] valid_0's poisson: -91.0481 valid_0's huber: 26.4979
[7] valid_0's poisson: -91.6491 valid_0's huber: 25.9654
[8] valid_0's poisson: -92.2383 valid_0's huber: 25.4411
[9] valid_0's poisson: -92.8103 valid_0's huber: 24.9266
[10] valid_0's poisson: -93.3682 valid_0's huber: 24.4227
[11] valid_0's poisson: -93.9134 valid_0's huber: 23.9229
[12] valid_0's poisson: -94.449 valid_0's huber: 23.4272
[13] valid_0's poisson: -94.9719 valid_0's huber: 22.9403
[14] valid_0's poisson: -95.4784 valid_0's huber: 22.4676
[15] valid_0's poisson: -95.9801 valid_0's huber: 21.9949
[16] valid_0's poisson: -96.4686 valid_0's huber: 21.5337
[17] valid_0's poisson: -96.9458 valid_0's huber: 21.0797
[18] valid_0's poisson: -97.4104 valid_0's huber: 20.6335
[19] valid_0's poisson: -97.8606 valid_0's huber: 20.1952
[20] valid_0's poisson: -98.2995 valid_0's huber: 19.767
[21] valid_0's poisson: -98.7306 valid_0's huber: 19.3438
[22] valid_0's poisson: -99.1509 valid_0's huber: 18.9252
[23] valid_0's poisson: -99.5592 valid_0's huber: 18.514
[24] valid_0's poisson: -99.9505 valid_0's huber: 18.1195
[25] valid_0's poisson: -100.334 valid_0's huber: 17.7358
[26] valid_0's poisson: -100.705 valid_0's huber: 17.3604
[27] valid_0's poisson: -101.061 valid_0's huber: 16.9991
[28] valid_0's poisson: -101.408 valid_0's huber: 16.6475
[29] valid_0's poisson: -101.742 valid_0's huber: 16.3073
[30] valid_0's poisson: -102.064 valid_0's huber: 15.983
[31] valid_0's poisson: -102.376 valid_0's huber: 15.672
[32] valid_0's poisson: -102.675 valid_0's huber: 15.3764
[33] valid_0's poisson: -102.952 valid_0's huber: 15.1021
[34] valid_0's poisson: -103.216 valid_0's huber: 14.8402
[35] valid_0's poisson: -103.464 valid_0's huber: 14.5856
[36] valid_0's poisson: -103.702 valid_0's huber: 14.3403
[37] valid_0's poisson: -103.92 valid_0's huber: 14.1153
[38] valid_0's poisson: -104.129 valid_0's huber: 13.9069
[39] valid_0's poisson: -104.318 valid_0's huber: 13.7225
[40] valid_0's poisson: -104.485 valid_0's huber: 13.5603
[41] valid_0's poisson: -104.62 valid_0's huber: 13.4334
[42] valid_0's poisson: -104.734 valid_0's huber: 13.3288
[43] valid_0's poisson: -104.822 valid_0's huber: 13.2384
[44] valid_0's poisson: -104.821 valid_0's huber: 13.1598
[45] valid_0's poisson: -104.929 valid_0's huber: 13.0774
[46] valid_0's poisson: -104.942 valid_0's huber: 13.0055
[47] valid_0's poisson: -105.029 valid_0's huber: 12.9359
[48] valid_0's poisson: -105.133 valid_0's huber: 12.8679
[49] valid_0's poisson: -105.21 valid_0's huber: 12.7985
[50] valid_0's poisson: -105.247 valid_0's huber: 12.7311
[51] valid_0's poisson: -105.329 valid_0's huber: 12.6641
[52] valid_0's poisson: -105.423 valid_0's huber: 12.5985
[53] valid_0's poisson: -105.5 valid_0's huber: 12.5308
[54] valid_0's poisson: -105.576 valid_0's huber: 12.4718
[55] valid_0's poisson: -105.642 valid_0's huber: 12.4122
[56] valid_0's poisson: -105.709 valid_0's huber: 12.3557
[57] valid_0's poisson: -105.761 valid_0's huber: 12.2998
[58] valid_0's poisson: -105.79 valid_0's huber: 12.248
[59] valid_0's poisson: -105.833 valid_0's huber: 12.1951
[60] valid_0's poisson: -105.895 valid_0's huber: 12.1487
[61] valid_0's poisson: -105.96 valid_0's huber: 12.0987
[62] valid_0's poisson: -106.012 valid_0's huber: 12.0505
[63] valid_0's poisson: -106.086 valid_0's huber: 12.0042
[64] valid_0's poisson: -106.145 valid_0's huber: 11.9565
[65] valid_0's poisson: -106.185 valid_0's huber: 11.9107
[66] valid_0's poisson: -106.248 valid_0's huber: 11.8666
[67] valid_0's poisson: -106.296 valid_0's huber: 11.8221
[68] valid_0's poisson: -106.329 valid_0's huber: 11.7835
[69] valid_0's poisson: -106.398 valid_0's huber: 11.7393
[70] valid_0's poisson: -106.42 valid_0's huber: 11.6995
[71] valid_0's poisson: -106.464 valid_0's huber: 11.661
[72] valid_0's poisson: -106.494 valid_0's huber: 11.6196
[73] valid_0's poisson: -106.523 valid_0's huber: 11.5767
[74] valid_0's poisson: -106.563 valid_0's huber: 11.5395
[75] valid_0's poisson: -106.602 valid_0's huber: 11.5012
[76] valid_0's poisson: -106.64 valid_0's huber: 11.4618
[77] valid_0's poisson: -106.676 valid_0's huber: 11.4263
[78] valid_0's poisson: -106.722 valid_0's huber: 11.3818
[79] valid_0's poisson: -106.765 valid_0's huber: 11.3386
[80] valid_0's poisson: -106.813 valid_0's huber: 11.3041
[81] valid_0's poisson: -106.839 valid_0's huber: 11.2666
[82] valid_0's poisson: -106.855 valid_0's huber: 11.2313
[83] valid_0's poisson: -106.89 valid_0's huber: 11.1966
[84] valid_0's poisson: -106.922 valid_0's huber: 11.1627
[85] valid_0's poisson: -106.965 valid_0's huber: 11.1284
[86] valid_0's poisson: -106.996 valid_0's huber: 11.0965
[87] valid_0's poisson: -107.022 valid_0's huber: 11.0618
[88] valid_0's poisson: -107.05 valid_0's huber: 11.0296
[89] valid_0's poisson: -107.081 valid_0's huber: 10.9978
[90] valid_0's poisson: -107.117 valid_0's huber: 10.9605
[91] valid_0's poisson: -107.145 valid_0's huber: 10.9263
[92] valid_0's poisson: -107.179 valid_0's huber: 10.8877
[93] valid_0's poisson: -107.229 valid_0's huber: 10.855
[94] valid_0's poisson: -107.265 valid_0's huber: 10.8198
[95] valid_0's poisson: -107.267 valid_0's huber: 10.7878
[96] valid_0's poisson: -107.316 valid_0's huber: 10.7553
[97] valid_0's poisson: -107.359 valid_0's huber: 10.7215
[98] valid_0's poisson: -107.381 valid_0's huber: 10.6922
[99] valid_0's poisson: -107.39 valid_0's huber: 10.6639
[100] valid_0's poisson: -107.427 valid_0's huber: 10.6306
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8535 valid_0's huber: 29.2698
[2] valid_0's poisson: -88.5208 valid_0's huber: 28.7036
[3] valid_0's poisson: -89.1776 valid_0's huber: 28.1433
[4] valid_0's poisson: -89.8208 valid_0's huber: 27.5894
[5] valid_0's poisson: -90.4488 valid_0's huber: 27.0433
[6] valid_0's poisson: -91.0575 valid_0's huber: 26.5051
[7] valid_0's poisson: -91.6517 valid_0's huber: 25.9775
[8] valid_0's poisson: -92.2307 valid_0's huber: 25.46
[9] valid_0's poisson: -92.7962 valid_0's huber: 24.9515
[10] valid_0's poisson: -93.3539 valid_0's huber: 24.4482
[11] valid_0's poisson: -93.8983 valid_0's huber: 23.9522
[12] valid_0's poisson: -94.4305 valid_0's huber: 23.4626
[13] valid_0's poisson: -94.9462 valid_0's huber: 22.9854
[14] valid_0's poisson: -95.4512 valid_0's huber: 22.5158
[15] valid_0's poisson: -95.9516 valid_0's huber: 22.0448
[16] valid_0's poisson: -96.4413 valid_0's huber: 21.5829
[17] valid_0's poisson: -96.9178 valid_0's huber: 21.1301
[18] valid_0's poisson: -97.3844 valid_0's huber: 20.6817
[19] valid_0's poisson: -97.8434 valid_0's huber: 20.2364
[20] valid_0's poisson: -98.2851 valid_0's huber: 19.8049
[21] valid_0's poisson: -98.7201 valid_0's huber: 19.3807
[22] valid_0's poisson: -99.1403 valid_0's huber: 18.9688
[23] valid_0's poisson: -99.5537 valid_0's huber: 18.557
[24] valid_0's poisson: -99.9486 valid_0's huber: 18.1639
[25] valid_0's poisson: -100.333 valid_0's huber: 17.7759
[26] valid_0's poisson: -100.706 valid_0's huber: 17.4025
[27] valid_0's poisson: -101.067 valid_0's huber: 17.0373
[28] valid_0's poisson: -101.415 valid_0's huber: 16.6854
[29] valid_0's poisson: -101.754 valid_0's huber: 16.347
[30] valid_0's poisson: -102.077 valid_0's huber: 16.0225
[31] valid_0's poisson: -102.387 valid_0's huber: 15.712
[32] valid_0's poisson: -102.683 valid_0's huber: 15.4115
[33] valid_0's poisson: -102.963 valid_0's huber: 15.1354
[34] valid_0's poisson: -103.231 valid_0's huber: 14.8667
[35] valid_0's poisson: -103.498 valid_0's huber: 14.5989
[36] valid_0's poisson: -103.742 valid_0's huber: 14.3513
[37] valid_0's poisson: -103.971 valid_0's huber: 14.1216
[38] valid_0's poisson: -104.185 valid_0's huber: 13.9139
[39] valid_0's poisson: -104.376 valid_0's huber: 13.7275
[40] valid_0's poisson: -104.546 valid_0's huber: 13.5647
[41] valid_0's poisson: -104.677 valid_0's huber: 13.44
[42] valid_0's poisson: -104.792 valid_0's huber: 13.337
[43] valid_0's poisson: -104.871 valid_0's huber: 13.2547
[44] valid_0's poisson: -104.95 valid_0's huber: 13.171
[45] valid_0's poisson: -105.034 valid_0's huber: 13.0949
[46] valid_0's poisson: -105.09 valid_0's huber: 13.028
[47] valid_0's poisson: -105.12 valid_0's huber: 12.9568
[48] valid_0's poisson: -105.215 valid_0's huber: 12.885
[49] valid_0's poisson: -105.263 valid_0's huber: 12.8248
[50] valid_0's poisson: -105.332 valid_0's huber: 12.7601
[51] valid_0's poisson: -105.4 valid_0's huber: 12.7033
[52] valid_0's poisson: -105.447 valid_0's huber: 12.6377
[53] valid_0's poisson: -105.514 valid_0's huber: 12.5748
[54] valid_0's poisson: -105.58 valid_0's huber: 12.5188
[55] valid_0's poisson: -105.644 valid_0's huber: 12.4656
[56] valid_0's poisson: -105.749 valid_0's huber: 12.4099
[57] valid_0's poisson: -105.785 valid_0's huber: 12.3512
[58] valid_0's poisson: -105.838 valid_0's huber: 12.3044
[59] valid_0's poisson: -105.889 valid_0's huber: 12.2527
[60] valid_0's poisson: -105.945 valid_0's huber: 12.2007
[61] valid_0's poisson: -106.012 valid_0's huber: 12.1426
[62] valid_0's poisson: -106.068 valid_0's huber: 12.0937
[63] valid_0's poisson: -106.098 valid_0's huber: 12.0491
[64] valid_0's poisson: -106.152 valid_0's huber: 12.0049
[65] valid_0's poisson: -106.198 valid_0's huber: 11.9636
[66] valid_0's poisson: -106.243 valid_0's huber: 11.9196
[67] valid_0's poisson: -106.288 valid_0's huber: 11.8778
[68] valid_0's poisson: -106.334 valid_0's huber: 11.838
[69] valid_0's poisson: -106.378 valid_0's huber: 11.8004
[70] valid_0's poisson: -106.42 valid_0's huber: 11.7613
[71] valid_0's poisson: -106.461 valid_0's huber: 11.7216
[72] valid_0's poisson: -106.507 valid_0's huber: 11.6771
[73] valid_0's poisson: -106.531 valid_0's huber: 11.6401
[74] valid_0's poisson: -106.591 valid_0's huber: 11.6036
[75] valid_0's poisson: -106.61 valid_0's huber: 11.5692
[76] valid_0's poisson: -106.655 valid_0's huber: 11.5344
[77] valid_0's poisson: -106.691 valid_0's huber: 11.5009
[78] valid_0's poisson: -106.726 valid_0's huber: 11.4674
[79] valid_0's poisson: -106.76 valid_0's huber: 11.4331
[80] valid_0's poisson: -106.795 valid_0's huber: 11.4012
[81] valid_0's poisson: -106.832 valid_0's huber: 11.3621
[82] valid_0's poisson: -106.871 valid_0's huber: 11.3216
[83] valid_0's poisson: -106.903 valid_0's huber: 11.2898
[84] valid_0's poisson: -106.938 valid_0's huber: 11.2564
[85] valid_0's poisson: -106.968 valid_0's huber: 11.2266
[86] valid_0's poisson: -107.014 valid_0's huber: 11.1939
[87] valid_0's poisson: -107.047 valid_0's huber: 11.1616
[88] valid_0's poisson: -107.088 valid_0's huber: 11.1282
[89] valid_0's poisson: -107.073 valid_0's huber: 11.0972
[90] valid_0's poisson: -107.073 valid_0's huber: 11.0662
[91] valid_0's poisson: -107.103 valid_0's huber: 11.0286
[92] valid_0's poisson: -107.16 valid_0's huber: 10.9903
[93] valid_0's poisson: -107.134 valid_0's huber: 10.9575
[94] valid_0's poisson: -107.152 valid_0's huber: 10.9226
[95] valid_0's poisson: -107.181 valid_0's huber: 10.886
[96] valid_0's poisson: -107.221 valid_0's huber: 10.8554
[97] valid_0's poisson: -107.252 valid_0's huber: 10.8251
[98] valid_0's poisson: -107.277 valid_0's huber: 10.7958
[99] valid_0's poisson: -107.306 valid_0's huber: 10.7654
[100] valid_0's poisson: -107.335 valid_0's huber: 10.7369
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8618 valid_0's huber: 29.222
[2] valid_0's poisson: -88.531 valid_0's huber: 28.6582
[3] valid_0's poisson: -89.1881 valid_0's huber: 28.0992
[4] valid_0's poisson: -89.8259 valid_0's huber: 27.5495
[5] valid_0's poisson: -90.4541 valid_0's huber: 27.0055
[6] valid_0's poisson: -91.0671 valid_0's huber: 26.467
[7] valid_0's poisson: -91.6635 valid_0's huber: 25.9373
[8] valid_0's poisson: -92.2476 valid_0's huber: 25.4185
[9] valid_0's poisson: -92.8158 valid_0's huber: 24.9079
[10] valid_0's poisson: -93.3726 valid_0's huber: 24.4046
[11] valid_0's poisson: -93.9169 valid_0's huber: 23.9082
[12] valid_0's poisson: -94.4515 valid_0's huber: 23.4176
[13] valid_0's poisson: -94.9701 valid_0's huber: 22.938
[14] valid_0's poisson: -95.479 valid_0's huber: 22.4662
[15] valid_0's poisson: -95.9775 valid_0's huber: 21.998
[16] valid_0's poisson: -96.4676 valid_0's huber: 21.5357
[17] valid_0's poisson: -96.9436 valid_0's huber: 21.0851
[18] valid_0's poisson: -97.405 valid_0's huber: 20.6414
[19] valid_0's poisson: -97.8569 valid_0's huber: 20.2036
[20] valid_0's poisson: -98.3036 valid_0's huber: 19.7674
[21] valid_0's poisson: -98.733 valid_0's huber: 19.3466
[22] valid_0's poisson: -99.1512 valid_0's huber: 18.9358
[23] valid_0's poisson: -99.5606 valid_0's huber: 18.5271
[24] valid_0's poisson: -99.9565 valid_0's huber: 18.1291
[25] valid_0's poisson: -100.339 valid_0's huber: 17.7457
[26] valid_0's poisson: -100.712 valid_0's huber: 17.3721
[27] valid_0's poisson: -101.07 valid_0's huber: 17.0122
[28] valid_0's poisson: -101.415 valid_0's huber: 16.6652
[29] valid_0's poisson: -101.747 valid_0's huber: 16.3285
[30] valid_0's poisson: -102.067 valid_0's huber: 16.0032
[31] valid_0's poisson: -102.375 valid_0's huber: 15.693
[32] valid_0's poisson: -102.666 valid_0's huber: 15.4007
[33] valid_0's poisson: -102.952 valid_0's huber: 15.1137
[34] valid_0's poisson: -103.223 valid_0's huber: 14.8335
[35] valid_0's poisson: -103.473 valid_0's huber: 14.5833
[36] valid_0's poisson: -103.708 valid_0's huber: 14.3446
[37] valid_0's poisson: -103.938 valid_0's huber: 14.114
[38] valid_0's poisson: -104.149 valid_0's huber: 13.909
[39] valid_0's poisson: -104.337 valid_0's huber: 13.7275
[40] valid_0's poisson: -104.497 valid_0's huber: 13.5765
[41] valid_0's poisson: -104.629 valid_0's huber: 13.4495
[42] valid_0's poisson: -104.744 valid_0's huber: 13.3464
[43] valid_0's poisson: -104.814 valid_0's huber: 13.2594
[44] valid_0's poisson: -104.881 valid_0's huber: 13.1816
[45] valid_0's poisson: -104.901 valid_0's huber: 13.1091
[46] valid_0's poisson: -104.989 valid_0's huber: 13.0314
[47] valid_0's poisson: -105.097 valid_0's huber: 12.9591
[48] valid_0's poisson: -105.16 valid_0's huber: 12.8855
[49] valid_0's poisson: -105.268 valid_0's huber: 12.8189
[50] valid_0's poisson: -105.304 valid_0's huber: 12.755
[51] valid_0's poisson: -105.362 valid_0's huber: 12.6868
[52] valid_0's poisson: -105.432 valid_0's huber: 12.6217
[53] valid_0's poisson: -105.523 valid_0's huber: 12.5563
[54] valid_0's poisson: -105.603 valid_0's huber: 12.4913
[55] valid_0's poisson: -105.682 valid_0's huber: 12.4338
[56] valid_0's poisson: -105.726 valid_0's huber: 12.3793
[57] valid_0's poisson: -105.799 valid_0's huber: 12.3193
[58] valid_0's poisson: -105.858 valid_0's huber: 12.263
[59] valid_0's poisson: -105.923 valid_0's huber: 12.208
[60] valid_0's poisson: -105.99 valid_0's huber: 12.1495
[61] valid_0's poisson: -106.061 valid_0's huber: 12.0953
[62] valid_0's poisson: -106.118 valid_0's huber: 12.0455
[63] valid_0's poisson: -106.185 valid_0's huber: 11.9943
[64] valid_0's poisson: -106.235 valid_0's huber: 11.947
[65] valid_0's poisson: -106.286 valid_0's huber: 11.9
[66] valid_0's poisson: -106.335 valid_0's huber: 11.8555
[67] valid_0's poisson: -106.389 valid_0's huber: 11.8056
[68] valid_0's poisson: -106.43 valid_0's huber: 11.7641
[69] valid_0's poisson: -106.45 valid_0's huber: 11.7147
[70] valid_0's poisson: -106.484 valid_0's huber: 11.6748
[71] valid_0's poisson: -106.528 valid_0's huber: 11.6345
[72] valid_0's poisson: -106.572 valid_0's huber: 11.5958
[73] valid_0's poisson: -106.649 valid_0's huber: 11.5581
[74] valid_0's poisson: -106.689 valid_0's huber: 11.5242
[75] valid_0's poisson: -106.727 valid_0's huber: 11.4842
[76] valid_0's poisson: -106.723 valid_0's huber: 11.4497
[77] valid_0's poisson: -106.76 valid_0's huber: 11.4128
[78] valid_0's poisson: -106.797 valid_0's huber: 11.3771
[79] valid_0's poisson: -106.848 valid_0's huber: 11.3363
[80] valid_0's poisson: -106.857 valid_0's huber: 11.2946
[81] valid_0's poisson: -106.877 valid_0's huber: 11.2597
[82] valid_0's poisson: -106.917 valid_0's huber: 11.22
[83] valid_0's poisson: -106.95 valid_0's huber: 11.1868
[84] valid_0's poisson: -106.97 valid_0's huber: 11.1559
[85] valid_0's poisson: -107.003 valid_0's huber: 11.122
[86] valid_0's poisson: -107.071 valid_0's huber: 11.0855
[87] valid_0's poisson: -107.087 valid_0's huber: 11.0537
[88] valid_0's poisson: -107.117 valid_0's huber: 11.022
[89] valid_0's poisson: -107.143 valid_0's huber: 10.9904
[90] valid_0's poisson: -107.191 valid_0's huber: 10.96
[91] valid_0's poisson: -107.218 valid_0's huber: 10.9314
[92] valid_0's poisson: -107.234 valid_0's huber: 10.9034
[93] valid_0's poisson: -107.255 valid_0's huber: 10.8752
[94] valid_0's poisson: -107.264 valid_0's huber: 10.8412
[95] valid_0's poisson: -107.294 valid_0's huber: 10.8103
[96] valid_0's poisson: -107.326 valid_0's huber: 10.7754
[97] valid_0's poisson: -107.357 valid_0's huber: 10.743
[98] valid_0's poisson: -107.389 valid_0's huber: 10.7119
[99] valid_0's poisson: -107.398 valid_0's huber: 10.6841
[100] valid_0's poisson: -107.456 valid_0's huber: 10.6577
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.849 valid_0's huber: 29.3109
[2] valid_0's poisson: -88.5207 valid_0's huber: 28.7421
[3] valid_0's poisson: -89.1761 valid_0's huber: 28.1818
[4] valid_0's poisson: -89.818 valid_0's huber: 27.6276
[5] valid_0's poisson: -90.4443 valid_0's huber: 27.0805
[6] valid_0's poisson: -91.0599 valid_0's huber: 26.5398
[7] valid_0's poisson: -91.6549 valid_0's huber: 26.0103
[8] valid_0's poisson: -92.2388 valid_0's huber: 25.4867
[9] valid_0's poisson: -92.8091 valid_0's huber: 24.9711
[10] valid_0's poisson: -93.3684 valid_0's huber: 24.4646
[11] valid_0's poisson: -93.9106 valid_0's huber: 23.9728
[12] valid_0's poisson: -94.4437 valid_0's huber: 23.4822
[13] valid_0's poisson: -94.9614 valid_0's huber: 23.0041
[14] valid_0's poisson: -95.4713 valid_0's huber: 22.5279
[15] valid_0's poisson: -95.9683 valid_0's huber: 22.0627
[16] valid_0's poisson: -96.4564 valid_0's huber: 21.6024
[17] valid_0's poisson: -96.9322 valid_0's huber: 21.1495
[18] valid_0's poisson: -97.3968 valid_0's huber: 20.702
[19] valid_0's poisson: -97.8516 valid_0's huber: 20.2585
[20] valid_0's poisson: -98.295 valid_0's huber: 19.8241
[21] valid_0's poisson: -98.7264 valid_0's huber: 19.3988
[22] valid_0's poisson: -99.1498 valid_0's huber: 18.9834
[23] valid_0's poisson: -99.5613 valid_0's huber: 18.5735
[24] valid_0's poisson: -99.9614 valid_0's huber: 18.1752
[25] valid_0's poisson: -100.346 valid_0's huber: 17.7872
[26] valid_0's poisson: -100.715 valid_0's huber: 17.4136
[27] valid_0's poisson: -101.076 valid_0's huber: 17.051
[28] valid_0's poisson: -101.427 valid_0's huber: 16.6984
[29] valid_0's poisson: -101.768 valid_0's huber: 16.353
[30] valid_0's poisson: -102.093 valid_0's huber: 16.0262
[31] valid_0's poisson: -102.407 valid_0's huber: 15.7088
[32] valid_0's poisson: -102.702 valid_0's huber: 15.4125
[33] valid_0's poisson: -102.993 valid_0's huber: 15.1176
[34] valid_0's poisson: -103.261 valid_0's huber: 14.8511
[35] valid_0's poisson: -103.525 valid_0's huber: 14.5803
[36] valid_0's poisson: -103.766 valid_0's huber: 14.3366
[37] valid_0's poisson: -103.999 valid_0's huber: 14.1039
[38] valid_0's poisson: -104.202 valid_0's huber: 13.8966
[39] valid_0's poisson: -104.391 valid_0's huber: 13.7108
[40] valid_0's poisson: -104.564 valid_0's huber: 13.5474
[41] valid_0's poisson: -104.699 valid_0's huber: 13.4183
[42] valid_0's poisson: -104.818 valid_0's huber: 13.3032
[43] valid_0's poisson: -104.907 valid_0's huber: 13.2081
[44] valid_0's poisson: -104.931 valid_0's huber: 13.1325
[45] valid_0's poisson: -104.964 valid_0's huber: 13.0523
[46] valid_0's poisson: -105.008 valid_0's huber: 12.9806
[47] valid_0's poisson: -105.088 valid_0's huber: 12.909
[48] valid_0's poisson: -105.16 valid_0's huber: 12.8382
[49] valid_0's poisson: -105.251 valid_0's huber: 12.771
[50] valid_0's poisson: -105.325 valid_0's huber: 12.7088
[51] valid_0's poisson: -105.402 valid_0's huber: 12.6481
[52] valid_0's poisson: -105.446 valid_0's huber: 12.589
[53] valid_0's poisson: -105.52 valid_0's huber: 12.5273
[54] valid_0's poisson: -105.603 valid_0's huber: 12.4705
[55] valid_0's poisson: -105.655 valid_0's huber: 12.4182
[56] valid_0's poisson: -105.718 valid_0's huber: 12.3665
[57] valid_0's poisson: -105.774 valid_0's huber: 12.3128
[58] valid_0's poisson: -105.818 valid_0's huber: 12.2608
[59] valid_0's poisson: -105.872 valid_0's huber: 12.2101
[60] valid_0's poisson: -105.919 valid_0's huber: 12.1626
[61] valid_0's poisson: -105.964 valid_0's huber: 12.1144
[62] valid_0's poisson: -106.023 valid_0's huber: 12.067
[63] valid_0's poisson: -106.068 valid_0's huber: 12.0203
[64] valid_0's poisson: -106.075 valid_0's huber: 11.9766
[65] valid_0's poisson: -106.141 valid_0's huber: 11.9334
[66] valid_0's poisson: -106.224 valid_0's huber: 11.8829
[67] valid_0's poisson: -106.265 valid_0's huber: 11.8454
[68] valid_0's poisson: -106.313 valid_0's huber: 11.8015
[69] valid_0's poisson: -106.374 valid_0's huber: 11.7574
[70] valid_0's poisson: -106.43 valid_0's huber: 11.7155
[71] valid_0's poisson: -106.468 valid_0's huber: 11.6758
[72] valid_0's poisson: -106.511 valid_0's huber: 11.6371
[73] valid_0's poisson: -106.553 valid_0's huber: 11.5932
[74] valid_0's poisson: -106.581 valid_0's huber: 11.5535
[75] valid_0's poisson: -106.615 valid_0's huber: 11.5147
[76] valid_0's poisson: -106.638 valid_0's huber: 11.4752
[77] valid_0's poisson: -106.696 valid_0's huber: 11.4349
[78] valid_0's poisson: -106.739 valid_0's huber: 11.3943
[79] valid_0's poisson: -106.782 valid_0's huber: 11.3588
[80] valid_0's poisson: -106.816 valid_0's huber: 11.3225
[81] valid_0's poisson: -106.819 valid_0's huber: 11.2845
[82] valid_0's poisson: -106.876 valid_0's huber: 11.2427
[83] valid_0's poisson: -106.918 valid_0's huber: 11.2047
[84] valid_0's poisson: -106.953 valid_0's huber: 11.1687
[85] valid_0's poisson: -106.984 valid_0's huber: 11.1354
[86] valid_0's poisson: -107.02 valid_0's huber: 11.0947
[87] valid_0's poisson: -107.061 valid_0's huber: 11.0591
[88] valid_0's poisson: -107.102 valid_0's huber: 11.0268
[89] valid_0's poisson: -107.121 valid_0's huber: 10.9959
[90] valid_0's poisson: -107.137 valid_0's huber: 10.9632
[91] valid_0's poisson: -107.179 valid_0's huber: 10.9199
[92] valid_0's poisson: -107.229 valid_0's huber: 10.8828
[93] valid_0's poisson: -107.291 valid_0's huber: 10.8478
[94] valid_0's poisson: -107.326 valid_0's huber: 10.8123
[95] valid_0's poisson: -107.34 valid_0's huber: 10.7784
[96] valid_0's poisson: -107.37 valid_0's huber: 10.7446
[97] valid_0's poisson: -107.396 valid_0's huber: 10.714
[98] valid_0's poisson: -107.427 valid_0's huber: 10.6811
[99] valid_0's poisson: -107.438 valid_0's huber: 10.6556
[100] valid_0's poisson: -107.458 valid_0's huber: 10.6285
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1821 valid_0's huber: 29.8043
[2] valid_0's poisson: -87.1905 valid_0's huber: 29.7969
[3] valid_0's poisson: -87.1989 valid_0's huber: 29.7895
[4] valid_0's poisson: -87.2072 valid_0's huber: 29.7821
[5] valid_0's poisson: -87.2156 valid_0's huber: 29.7747
[6] valid_0's poisson: -87.224 valid_0's huber: 29.7672
[7] valid_0's poisson: -87.2324 valid_0's huber: 29.7598
[8] valid_0's poisson: -87.2407 valid_0's huber: 29.7524
[9] valid_0's poisson: -87.2491 valid_0's huber: 29.745
[10] valid_0's poisson: -87.2574 valid_0's huber: 29.7376
[11] valid_0's poisson: -87.2658 valid_0's huber: 29.7302
[12] valid_0's poisson: -87.2742 valid_0's huber: 29.7228
[13] valid_0's poisson: -87.2825 valid_0's huber: 29.7154
[14] valid_0's poisson: -87.2909 valid_0's huber: 29.708
[15] valid_0's poisson: -87.2992 valid_0's huber: 29.7006
[16] valid_0's poisson: -87.3076 valid_0's huber: 29.6932
[17] valid_0's poisson: -87.3159 valid_0's huber: 29.6858
[18] valid_0's poisson: -87.3242 valid_0's huber: 29.6784
[19] valid_0's poisson: -87.3326 valid_0's huber: 29.671
[20] valid_0's poisson: -87.3409 valid_0's huber: 29.6636
[21] valid_0's poisson: -87.3492 valid_0's huber: 29.6562
[22] valid_0's poisson: -87.3576 valid_0's huber: 29.6489
[23] valid_0's poisson: -87.366 valid_0's huber: 29.6415
[24] valid_0's poisson: -87.3743 valid_0's huber: 29.6341
[25] valid_0's poisson: -87.3827 valid_0's huber: 29.6267
[26] valid_0's poisson: -87.3911 valid_0's huber: 29.6194
[27] valid_0's poisson: -87.3994 valid_0's huber: 29.612
[28] valid_0's poisson: -87.4078 valid_0's huber: 29.6046
[29] valid_0's poisson: -87.4162 valid_0's huber: 29.5973
[30] valid_0's poisson: -87.4245 valid_0's huber: 29.5899
[31] valid_0's poisson: -87.4329 valid_0's huber: 29.5825
[32] valid_0's poisson: -87.4413 valid_0's huber: 29.5752
[33] valid_0's poisson: -87.4496 valid_0's huber: 29.5678
[34] valid_0's poisson: -87.458 valid_0's huber: 29.5605
[35] valid_0's poisson: -87.4664 valid_0's huber: 29.5531
[36] valid_0's poisson: -87.4747 valid_0's huber: 29.5458
[37] valid_0's poisson: -87.4831 valid_0's huber: 29.5384
[38] valid_0's poisson: -87.4914 valid_0's huber: 29.5311
[39] valid_0's poisson: -87.4997 valid_0's huber: 29.5237
[40] valid_0's poisson: -87.5081 valid_0's huber: 29.5164
[41] valid_0's poisson: -87.5164 valid_0's huber: 29.509
[42] valid_0's poisson: -87.5247 valid_0's huber: 29.5017
[43] valid_0's poisson: -87.533 valid_0's huber: 29.4943
[44] valid_0's poisson: -87.5414 valid_0's huber: 29.487
[45] valid_0's poisson: -87.5496 valid_0's huber: 29.4797
[46] valid_0's poisson: -87.558 valid_0's huber: 29.4723
[47] valid_0's poisson: -87.5663 valid_0's huber: 29.465
[48] valid_0's poisson: -87.5746 valid_0's huber: 29.4577
[49] valid_0's poisson: -87.5829 valid_0's huber: 29.4503
[50] valid_0's poisson: -87.5913 valid_0's huber: 29.443
[51] valid_0's poisson: -87.5995 valid_0's huber: 29.4357
[52] valid_0's poisson: -87.6078 valid_0's huber: 29.4284
[53] valid_0's poisson: -87.6161 valid_0's huber: 29.4211
[54] valid_0's poisson: -87.6244 valid_0's huber: 29.4137
[55] valid_0's poisson: -87.6327 valid_0's huber: 29.4064
[56] valid_0's poisson: -87.641 valid_0's huber: 29.3991
[57] valid_0's poisson: -87.6492 valid_0's huber: 29.3918
[58] valid_0's poisson: -87.6575 valid_0's huber: 29.3845
[59] valid_0's poisson: -87.6658 valid_0's huber: 29.3772
[60] valid_0's poisson: -87.674 valid_0's huber: 29.3699
[61] valid_0's poisson: -87.6823 valid_0's huber: 29.3626
[62] valid_0's poisson: -87.6906 valid_0's huber: 29.3553
[63] valid_0's poisson: -87.6988 valid_0's huber: 29.348
[64] valid_0's poisson: -87.7071 valid_0's huber: 29.3407
[65] valid_0's poisson: -87.7154 valid_0's huber: 29.3334
[66] valid_0's poisson: -87.7236 valid_0's huber: 29.3261
[67] valid_0's poisson: -87.7319 valid_0's huber: 29.3188
[68] valid_0's poisson: -87.7401 valid_0's huber: 29.3115
[69] valid_0's poisson: -87.7483 valid_0's huber: 29.3042
[70] valid_0's poisson: -87.7566 valid_0's huber: 29.2969
[71] valid_0's poisson: -87.7648 valid_0's huber: 29.2896
[72] valid_0's poisson: -87.773 valid_0's huber: 29.2823
[73] valid_0's poisson: -87.7813 valid_0's huber: 29.275
[74] valid_0's poisson: -87.7895 valid_0's huber: 29.2678
[75] valid_0's poisson: -87.7977 valid_0's huber: 29.2605
[76] valid_0's poisson: -87.806 valid_0's huber: 29.2532
[77] valid_0's poisson: -87.8142 valid_0's huber: 29.2459
[78] valid_0's poisson: -87.8224 valid_0's huber: 29.2387
[79] valid_0's poisson: -87.8307 valid_0's huber: 29.2314
[80] valid_0's poisson: -87.8388 valid_0's huber: 29.2241
[81] valid_0's poisson: -87.8471 valid_0's huber: 29.2168
[82] valid_0's poisson: -87.8553 valid_0's huber: 29.2096
[83] valid_0's poisson: -87.8635 valid_0's huber: 29.2023
[84] valid_0's poisson: -87.8717 valid_0's huber: 29.195
[85] valid_0's poisson: -87.8799 valid_0's huber: 29.1878
[86] valid_0's poisson: -87.8881 valid_0's huber: 29.1805
[87] valid_0's poisson: -87.8963 valid_0's huber: 29.1733
[88] valid_0's poisson: -87.9045 valid_0's huber: 29.166
[89] valid_0's poisson: -87.9126 valid_0's huber: 29.1588
[90] valid_0's poisson: -87.9208 valid_0's huber: 29.1515
[91] valid_0's poisson: -87.9291 valid_0's huber: 29.1443
[92] valid_0's poisson: -87.9372 valid_0's huber: 29.137
[93] valid_0's poisson: -87.9454 valid_0's huber: 29.1298
[94] valid_0's poisson: -87.9536 valid_0's huber: 29.1225
[95] valid_0's poisson: -87.9617 valid_0's huber: 29.1153
[96] valid_0's poisson: -87.9699 valid_0's huber: 29.108
[97] valid_0's poisson: -87.9781 valid_0's huber: 29.1008
[98] valid_0's poisson: -87.9862 valid_0's huber: 29.0935
[99] valid_0's poisson: -87.9944 valid_0's huber: 29.0863
[100] valid_0's poisson: -88.0026 valid_0's huber: 29.0791
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1825 valid_0's huber: 29.8022
[2] valid_0's poisson: -87.191 valid_0's huber: 29.7947
[3] valid_0's poisson: -87.1996 valid_0's huber: 29.7872
[4] valid_0's poisson: -87.2081 valid_0's huber: 29.7797
[5] valid_0's poisson: -87.2166 valid_0's huber: 29.7722
[6] valid_0's poisson: -87.2251 valid_0's huber: 29.7647
[7] valid_0's poisson: -87.2336 valid_0's huber: 29.7572
[8] valid_0's poisson: -87.2422 valid_0's huber: 29.7497
[9] valid_0's poisson: -87.2507 valid_0's huber: 29.7422
[10] valid_0's poisson: -87.2592 valid_0's huber: 29.7347
[11] valid_0's poisson: -87.2677 valid_0's huber: 29.7272
[12] valid_0's poisson: -87.2762 valid_0's huber: 29.7197
[13] valid_0's poisson: -87.2847 valid_0's huber: 29.7122
[14] valid_0's poisson: -87.2932 valid_0's huber: 29.7047
[15] valid_0's poisson: -87.3016 valid_0's huber: 29.6973
[16] valid_0's poisson: -87.3101 valid_0's huber: 29.6898
[17] valid_0's poisson: -87.3186 valid_0's huber: 29.6823
[18] valid_0's poisson: -87.3271 valid_0's huber: 29.6748
[19] valid_0's poisson: -87.3356 valid_0's huber: 29.6673
[20] valid_0's poisson: -87.344 valid_0's huber: 29.6599
[21] valid_0's poisson: -87.3525 valid_0's huber: 29.6524
[22] valid_0's poisson: -87.361 valid_0's huber: 29.6449
[23] valid_0's poisson: -87.3694 valid_0's huber: 29.6374
[24] valid_0's poisson: -87.3779 valid_0's huber: 29.63
[25] valid_0's poisson: -87.3864 valid_0's huber: 29.6225
[26] valid_0's poisson: -87.3948 valid_0's huber: 29.615
[27] valid_0's poisson: -87.4033 valid_0's huber: 29.6076
[28] valid_0's poisson: -87.4117 valid_0's huber: 29.6001
[29] valid_0's poisson: -87.4201 valid_0's huber: 29.5926
[30] valid_0's poisson: -87.4286 valid_0's huber: 29.5852
[31] valid_0's poisson: -87.437 valid_0's huber: 29.5777
[32] valid_0's poisson: -87.4454 valid_0's huber: 29.5703
[33] valid_0's poisson: -87.4539 valid_0's huber: 29.5628
[34] valid_0's poisson: -87.4623 valid_0's huber: 29.5554
[35] valid_0's poisson: -87.4707 valid_0's huber: 29.5479
[36] valid_0's poisson: -87.4791 valid_0's huber: 29.5405
[37] valid_0's poisson: -87.4875 valid_0's huber: 29.533
[38] valid_0's poisson: -87.4959 valid_0's huber: 29.5256
[39] valid_0's poisson: -87.5043 valid_0's huber: 29.5181
[40] valid_0's poisson: -87.5127 valid_0's huber: 29.5107
[41] valid_0's poisson: -87.5211 valid_0's huber: 29.5033
[42] valid_0's poisson: -87.5295 valid_0's huber: 29.4958
[43] valid_0's poisson: -87.5379 valid_0's huber: 29.4884
[44] valid_0's poisson: -87.5463 valid_0's huber: 29.481
[45] valid_0's poisson: -87.5547 valid_0's huber: 29.4735
[46] valid_0's poisson: -87.5631 valid_0's huber: 29.4661
[47] valid_0's poisson: -87.5715 valid_0's huber: 29.4587
[48] valid_0's poisson: -87.5798 valid_0's huber: 29.4513
[49] valid_0's poisson: -87.5882 valid_0's huber: 29.4438
[50] valid_0's poisson: -87.5966 valid_0's huber: 29.4364
[51] valid_0's poisson: -87.6049 valid_0's huber: 29.429
[52] valid_0's poisson: -87.6133 valid_0's huber: 29.4216
[53] valid_0's poisson: -87.6216 valid_0's huber: 29.4142
[54] valid_0's poisson: -87.63 valid_0's huber: 29.4067
[55] valid_0's poisson: -87.6383 valid_0's huber: 29.3993
[56] valid_0's poisson: -87.6467 valid_0's huber: 29.3919
[57] valid_0's poisson: -87.655 valid_0's huber: 29.3845
[58] valid_0's poisson: -87.6634 valid_0's huber: 29.3771
[59] valid_0's poisson: -87.6717 valid_0's huber: 29.3697
[60] valid_0's poisson: -87.68 valid_0's huber: 29.3623
[61] valid_0's poisson: -87.6883 valid_0's huber: 29.3549
[62] valid_0's poisson: -87.6967 valid_0's huber: 29.3475
[63] valid_0's poisson: -87.705 valid_0's huber: 29.3401
[64] valid_0's poisson: -87.7133 valid_0's huber: 29.3327
[65] valid_0's poisson: -87.7216 valid_0's huber: 29.3253
[66] valid_0's poisson: -87.7299 valid_0's huber: 29.3179
[67] valid_0's poisson: -87.7382 valid_0's huber: 29.3105
[68] valid_0's poisson: -87.7465 valid_0's huber: 29.3031
[69] valid_0's poisson: -87.7548 valid_0's huber: 29.2957
[70] valid_0's poisson: -87.7631 valid_0's huber: 29.2884
[71] valid_0's poisson: -87.7714 valid_0's huber: 29.281
[72] valid_0's poisson: -87.7797 valid_0's huber: 29.2736
[73] valid_0's poisson: -87.788 valid_0's huber: 29.2662
[74] valid_0's poisson: -87.7963 valid_0's huber: 29.2588
[75] valid_0's poisson: -87.8046 valid_0's huber: 29.2515
[76] valid_0's poisson: -87.8128 valid_0's huber: 29.2441
[77] valid_0's poisson: -87.8211 valid_0's huber: 29.2367
[78] valid_0's poisson: -87.8294 valid_0's huber: 29.2293
[79] valid_0's poisson: -87.8376 valid_0's huber: 29.222
[80] valid_0's poisson: -87.8459 valid_0's huber: 29.2146
[81] valid_0's poisson: -87.8542 valid_0's huber: 29.2072
[82] valid_0's poisson: -87.8624 valid_0's huber: 29.1999
[83] valid_0's poisson: -87.8707 valid_0's huber: 29.1925
[84] valid_0's poisson: -87.8789 valid_0's huber: 29.1851
[85] valid_0's poisson: -87.8872 valid_0's huber: 29.1778
[86] valid_0's poisson: -87.8954 valid_0's huber: 29.1704
[87] valid_0's poisson: -87.9036 valid_0's huber: 29.1631
[88] valid_0's poisson: -87.9119 valid_0's huber: 29.1557
[89] valid_0's poisson: -87.9201 valid_0's huber: 29.1484
[90] valid_0's poisson: -87.9283 valid_0's huber: 29.141
[91] valid_0's poisson: -87.9366 valid_0's huber: 29.1337
[92] valid_0's poisson: -87.9448 valid_0's huber: 29.1263
[93] valid_0's poisson: -87.953 valid_0's huber: 29.119
[94] valid_0's poisson: -87.9612 valid_0's huber: 29.1116
[95] valid_0's poisson: -87.9694 valid_0's huber: 29.1043
[96] valid_0's poisson: -87.9777 valid_0's huber: 29.0969
[97] valid_0's poisson: -87.9859 valid_0's huber: 29.0896
[98] valid_0's poisson: -87.9941 valid_0's huber: 29.0822
[99] valid_0's poisson: -88.0023 valid_0's huber: 29.0749
[100] valid_0's poisson: -88.0105 valid_0's huber: 29.0675
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.178 valid_0's huber: 29.8354
[2] valid_0's poisson: -87.1865 valid_0's huber: 29.8279
[3] valid_0's poisson: -87.1949 valid_0's huber: 29.8204
[4] valid_0's poisson: -87.2033 valid_0's huber: 29.813
[5] valid_0's poisson: -87.2118 valid_0's huber: 29.8055
[6] valid_0's poisson: -87.2202 valid_0's huber: 29.798
[7] valid_0's poisson: -87.2286 valid_0's huber: 29.7906
[8] valid_0's poisson: -87.2371 valid_0's huber: 29.7831
[9] valid_0's poisson: -87.2455 valid_0's huber: 29.7757
[10] valid_0's poisson: -87.2539 valid_0's huber: 29.7682
[11] valid_0's poisson: -87.2623 valid_0's huber: 29.7607
[12] valid_0's poisson: -87.2707 valid_0's huber: 29.7533
[13] valid_0's poisson: -87.2791 valid_0's huber: 29.7458
[14] valid_0's poisson: -87.2875 valid_0's huber: 29.7384
[15] valid_0's poisson: -87.2959 valid_0's huber: 29.7309
[16] valid_0's poisson: -87.3043 valid_0's huber: 29.7235
[17] valid_0's poisson: -87.3127 valid_0's huber: 29.716
[18] valid_0's poisson: -87.3211 valid_0's huber: 29.7086
[19] valid_0's poisson: -87.3295 valid_0's huber: 29.7011
[20] valid_0's poisson: -87.3379 valid_0's huber: 29.6937
[21] valid_0's poisson: -87.3463 valid_0's huber: 29.6862
[22] valid_0's poisson: -87.3547 valid_0's huber: 29.6788
[23] valid_0's poisson: -87.3631 valid_0's huber: 29.6714
[24] valid_0's poisson: -87.3714 valid_0's huber: 29.6639
[25] valid_0's poisson: -87.3798 valid_0's huber: 29.6565
[26] valid_0's poisson: -87.3882 valid_0's huber: 29.649
[27] valid_0's poisson: -87.3965 valid_0's huber: 29.6416
[28] valid_0's poisson: -87.4049 valid_0's huber: 29.6342
[29] valid_0's poisson: -87.4132 valid_0's huber: 29.6268
[30] valid_0's poisson: -87.4216 valid_0's huber: 29.6193
[31] valid_0's poisson: -87.43 valid_0's huber: 29.6119
[32] valid_0's poisson: -87.4383 valid_0's huber: 29.6045
[33] valid_0's poisson: -87.4466 valid_0's huber: 29.5971
[34] valid_0's poisson: -87.455 valid_0's huber: 29.5897
[35] valid_0's poisson: -87.4633 valid_0's huber: 29.5822
[36] valid_0's poisson: -87.4717 valid_0's huber: 29.5748
[37] valid_0's poisson: -87.48 valid_0's huber: 29.5674
[38] valid_0's poisson: -87.4883 valid_0's huber: 29.56
[39] valid_0's poisson: -87.4967 valid_0's huber: 29.5526
[40] valid_0's poisson: -87.505 valid_0's huber: 29.5452
[41] valid_0's poisson: -87.5133 valid_0's huber: 29.5378
[42] valid_0's poisson: -87.5216 valid_0's huber: 29.5304
[43] valid_0's poisson: -87.5299 valid_0's huber: 29.523
[44] valid_0's poisson: -87.5383 valid_0's huber: 29.5156
[45] valid_0's poisson: -87.5466 valid_0's huber: 29.5082
[46] valid_0's poisson: -87.5549 valid_0's huber: 29.5008
[47] valid_0's poisson: -87.5632 valid_0's huber: 29.4934
[48] valid_0's poisson: -87.5715 valid_0's huber: 29.486
[49] valid_0's poisson: -87.5798 valid_0's huber: 29.4786
[50] valid_0's poisson: -87.5881 valid_0's huber: 29.4712
[51] valid_0's poisson: -87.5964 valid_0's huber: 29.4638
[52] valid_0's poisson: -87.6046 valid_0's huber: 29.4564
[53] valid_0's poisson: -87.6129 valid_0's huber: 29.4491
[54] valid_0's poisson: -87.6212 valid_0's huber: 29.4417
[55] valid_0's poisson: -87.6295 valid_0's huber: 29.4343
[56] valid_0's poisson: -87.6378 valid_0's huber: 29.4269
[57] valid_0's poisson: -87.646 valid_0's huber: 29.4196
[58] valid_0's poisson: -87.6543 valid_0's huber: 29.4122
[59] valid_0's poisson: -87.6626 valid_0's huber: 29.4048
[60] valid_0's poisson: -87.6708 valid_0's huber: 29.3974
[61] valid_0's poisson: -87.6791 valid_0's huber: 29.3901
[62] valid_0's poisson: -87.6873 valid_0's huber: 29.3827
[63] valid_0's poisson: -87.6956 valid_0's huber: 29.3753
[64] valid_0's poisson: -87.7038 valid_0's huber: 29.368
[65] valid_0's poisson: -87.7121 valid_0's huber: 29.3606
[66] valid_0's poisson: -87.7203 valid_0's huber: 29.3533
[67] valid_0's poisson: -87.7286 valid_0's huber: 29.3459
[68] valid_0's poisson: -87.7368 valid_0's huber: 29.3385
[69] valid_0's poisson: -87.745 valid_0's huber: 29.3312
[70] valid_0's poisson: -87.7533 valid_0's huber: 29.3238
[71] valid_0's poisson: -87.7615 valid_0's huber: 29.3165
[72] valid_0's poisson: -87.7697 valid_0's huber: 29.3092
[73] valid_0's poisson: -87.7779 valid_0's huber: 29.3018
[74] valid_0's poisson: -87.7862 valid_0's huber: 29.2945
[75] valid_0's poisson: -87.7944 valid_0's huber: 29.2871
[76] valid_0's poisson: -87.8026 valid_0's huber: 29.2798
[77] valid_0's poisson: -87.8108 valid_0's huber: 29.2724
[78] valid_0's poisson: -87.819 valid_0's huber: 29.2651
[79] valid_0's poisson: -87.8272 valid_0's huber: 29.2578
[80] valid_0's poisson: -87.8354 valid_0's huber: 29.2504
[81] valid_0's poisson: -87.8436 valid_0's huber: 29.2431
[82] valid_0's poisson: -87.8518 valid_0's huber: 29.2358
[83] valid_0's poisson: -87.86 valid_0's huber: 29.2285
[84] valid_0's poisson: -87.8682 valid_0's huber: 29.2211
[85] valid_0's poisson: -87.8763 valid_0's huber: 29.2138
[86] valid_0's poisson: -87.8845 valid_0's huber: 29.2065
[87] valid_0's poisson: -87.8927 valid_0's huber: 29.1992
[88] valid_0's poisson: -87.9009 valid_0's huber: 29.1919
[89] valid_0's poisson: -87.909 valid_0's huber: 29.1845
[90] valid_0's poisson: -87.9172 valid_0's huber: 29.1772
[91] valid_0's poisson: -87.9254 valid_0's huber: 29.1699
[92] valid_0's poisson: -87.9335 valid_0's huber: 29.1626
[93] valid_0's poisson: -87.9417 valid_0's huber: 29.1553
[94] valid_0's poisson: -87.9498 valid_0's huber: 29.148
[95] valid_0's poisson: -87.958 valid_0's huber: 29.1407
[96] valid_0's poisson: -87.9661 valid_0's huber: 29.1334
[97] valid_0's poisson: -87.9743 valid_0's huber: 29.1261
[98] valid_0's poisson: -87.9824 valid_0's huber: 29.1188
[99] valid_0's poisson: -87.9906 valid_0's huber: 29.1115
[100] valid_0's poisson: -87.9987 valid_0's huber: 29.1042
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1844 valid_0's huber: 29.7862
[2] valid_0's poisson: -87.1929 valid_0's huber: 29.7787
[3] valid_0's poisson: -87.2013 valid_0's huber: 29.7713
[4] valid_0's poisson: -87.2097 valid_0's huber: 29.7639
[5] valid_0's poisson: -87.2181 valid_0's huber: 29.7565
[6] valid_0's poisson: -87.2265 valid_0's huber: 29.7491
[7] valid_0's poisson: -87.2349 valid_0's huber: 29.7416
[8] valid_0's poisson: -87.2433 valid_0's huber: 29.7342
[9] valid_0's poisson: -87.2517 valid_0's huber: 29.7268
[10] valid_0's poisson: -87.2601 valid_0's huber: 29.7194
[11] valid_0's poisson: -87.2685 valid_0's huber: 29.712
[12] valid_0's poisson: -87.2769 valid_0's huber: 29.7046
[13] valid_0's poisson: -87.2853 valid_0's huber: 29.6971
[14] valid_0's poisson: -87.2937 valid_0's huber: 29.6897
[15] valid_0's poisson: -87.3021 valid_0's huber: 29.6823
[16] valid_0's poisson: -87.3104 valid_0's huber: 29.6749
[17] valid_0's poisson: -87.3188 valid_0's huber: 29.6675
[18] valid_0's poisson: -87.3272 valid_0's huber: 29.6601
[19] valid_0's poisson: -87.3356 valid_0's huber: 29.6527
[20] valid_0's poisson: -87.3439 valid_0's huber: 29.6453
[21] valid_0's poisson: -87.3523 valid_0's huber: 29.6379
[22] valid_0's poisson: -87.3607 valid_0's huber: 29.6305
[23] valid_0's poisson: -87.369 valid_0's huber: 29.6231
[24] valid_0's poisson: -87.3774 valid_0's huber: 29.6157
[25] valid_0's poisson: -87.3857 valid_0's huber: 29.6083
[26] valid_0's poisson: -87.3941 valid_0's huber: 29.601
[27] valid_0's poisson: -87.4024 valid_0's huber: 29.5936
[28] valid_0's poisson: -87.4108 valid_0's huber: 29.5862
[29] valid_0's poisson: -87.4191 valid_0's huber: 29.5788
[30] valid_0's poisson: -87.4274 valid_0's huber: 29.5714
[31] valid_0's poisson: -87.4358 valid_0's huber: 29.564
[32] valid_0's poisson: -87.4441 valid_0's huber: 29.5567
[33] valid_0's poisson: -87.4524 valid_0's huber: 29.5493
[34] valid_0's poisson: -87.4607 valid_0's huber: 29.5419
[35] valid_0's poisson: -87.4691 valid_0's huber: 29.5345
[36] valid_0's poisson: -87.4774 valid_0's huber: 29.5272
[37] valid_0's poisson: -87.4857 valid_0's huber: 29.5198
[38] valid_0's poisson: -87.494 valid_0's huber: 29.5124
[39] valid_0's poisson: -87.5023 valid_0's huber: 29.5051
[40] valid_0's poisson: -87.5106 valid_0's huber: 29.4977
[41] valid_0's poisson: -87.5189 valid_0's huber: 29.4903
[42] valid_0's poisson: -87.5272 valid_0's huber: 29.483
[43] valid_0's poisson: -87.5355 valid_0's huber: 29.4756
[44] valid_0's poisson: -87.5438 valid_0's huber: 29.4683
[45] valid_0's poisson: -87.5521 valid_0's huber: 29.4609
[46] valid_0's poisson: -87.5603 valid_0's huber: 29.4536
[47] valid_0's poisson: -87.5686 valid_0's huber: 29.4462
[48] valid_0's poisson: -87.5769 valid_0's huber: 29.4389
[49] valid_0's poisson: -87.5852 valid_0's huber: 29.4315
[50] valid_0's poisson: -87.5934 valid_0's huber: 29.4242
[51] valid_0's poisson: -87.6017 valid_0's huber: 29.4169
[52] valid_0's poisson: -87.61 valid_0's huber: 29.4095
[53] valid_0's poisson: -87.6182 valid_0's huber: 29.4022
[54] valid_0's poisson: -87.6265 valid_0's huber: 29.3948
[55] valid_0's poisson: -87.6347 valid_0's huber: 29.3875
[56] valid_0's poisson: -87.643 valid_0's huber: 29.3802
[57] valid_0's poisson: -87.6512 valid_0's huber: 29.3729
[58] valid_0's poisson: -87.6595 valid_0's huber: 29.3655
[59] valid_0's poisson: -87.6677 valid_0's huber: 29.3582
[60] valid_0's poisson: -87.6759 valid_0's huber: 29.3509
[61] valid_0's poisson: -87.6842 valid_0's huber: 29.3436
[62] valid_0's poisson: -87.6924 valid_0's huber: 29.3362
[63] valid_0's poisson: -87.7006 valid_0's huber: 29.3289
[64] valid_0's poisson: -87.7088 valid_0's huber: 29.3216
[65] valid_0's poisson: -87.717 valid_0's huber: 29.3143
[66] valid_0's poisson: -87.7253 valid_0's huber: 29.307
[67] valid_0's poisson: -87.7335 valid_0's huber: 29.2997
[68] valid_0's poisson: -87.7417 valid_0's huber: 29.2924
[69] valid_0's poisson: -87.7499 valid_0's huber: 29.2851
[70] valid_0's poisson: -87.7581 valid_0's huber: 29.2778
[71] valid_0's poisson: -87.7663 valid_0's huber: 29.2705
[72] valid_0's poisson: -87.7745 valid_0's huber: 29.2632
[73] valid_0's poisson: -87.7827 valid_0's huber: 29.2559
[74] valid_0's poisson: -87.7908 valid_0's huber: 29.2486
[75] valid_0's poisson: -87.799 valid_0's huber: 29.2413
[76] valid_0's poisson: -87.8072 valid_0's huber: 29.234
[77] valid_0's poisson: -87.8154 valid_0's huber: 29.2267
[78] valid_0's poisson: -87.8236 valid_0's huber: 29.2194
[79] valid_0's poisson: -87.8317 valid_0's huber: 29.2121
[80] valid_0's poisson: -87.8399 valid_0's huber: 29.2048
[81] valid_0's poisson: -87.8481 valid_0's huber: 29.1975
[82] valid_0's poisson: -87.8562 valid_0's huber: 29.1903
[83] valid_0's poisson: -87.8644 valid_0's huber: 29.183
[84] valid_0's poisson: -87.8725 valid_0's huber: 29.1757
[85] valid_0's poisson: -87.8807 valid_0's huber: 29.1684
[86] valid_0's poisson: -87.8888 valid_0's huber: 29.1612
[87] valid_0's poisson: -87.897 valid_0's huber: 29.1539
[88] valid_0's poisson: -87.9051 valid_0's huber: 29.1466
[89] valid_0's poisson: -87.9133 valid_0's huber: 29.1393
[90] valid_0's poisson: -87.9214 valid_0's huber: 29.1321
[91] valid_0's poisson: -87.9295 valid_0's huber: 29.1248
[92] valid_0's poisson: -87.9376 valid_0's huber: 29.1176
[93] valid_0's poisson: -87.9458 valid_0's huber: 29.1103
[94] valid_0's poisson: -87.9539 valid_0's huber: 29.103
[95] valid_0's poisson: -87.962 valid_0's huber: 29.0958
[96] valid_0's poisson: -87.9701 valid_0's huber: 29.0885
[97] valid_0's poisson: -87.9782 valid_0's huber: 29.0813
[98] valid_0's poisson: -87.9863 valid_0's huber: 29.074
[99] valid_0's poisson: -87.9944 valid_0's huber: 29.0668
[100] valid_0's poisson: -88.0025 valid_0's huber: 29.0596
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.1721 valid_0's huber: 29.8778
[2] valid_0's poisson: -87.1806 valid_0's huber: 29.8704
[3] valid_0's poisson: -87.1892 valid_0's huber: 29.8629
[4] valid_0's poisson: -87.1977 valid_0's huber: 29.8555
[5] valid_0's poisson: -87.2062 valid_0's huber: 29.8481
[6] valid_0's poisson: -87.2147 valid_0's huber: 29.8406
[7] valid_0's poisson: -87.2231 valid_0's huber: 29.8332
[8] valid_0's poisson: -87.2316 valid_0's huber: 29.8258
[9] valid_0's poisson: -87.2401 valid_0's huber: 29.8183
[10] valid_0's poisson: -87.2486 valid_0's huber: 29.8109
[11] valid_0's poisson: -87.2571 valid_0's huber: 29.8035
[12] valid_0's poisson: -87.2656 valid_0's huber: 29.7961
[13] valid_0's poisson: -87.274 valid_0's huber: 29.7886
[14] valid_0's poisson: -87.2825 valid_0's huber: 29.7812
[15] valid_0's poisson: -87.291 valid_0's huber: 29.7738
[16] valid_0's poisson: -87.2994 valid_0's huber: 29.7664
[17] valid_0's poisson: -87.3079 valid_0's huber: 29.759
[18] valid_0's poisson: -87.3164 valid_0's huber: 29.7516
[19] valid_0's poisson: -87.3248 valid_0's huber: 29.7441
[20] valid_0's poisson: -87.3333 valid_0's huber: 29.7367
[21] valid_0's poisson: -87.3417 valid_0's huber: 29.7293
[22] valid_0's poisson: -87.3502 valid_0's huber: 29.7219
[23] valid_0's poisson: -87.3586 valid_0's huber: 29.7145
[24] valid_0's poisson: -87.367 valid_0's huber: 29.7071
[25] valid_0's poisson: -87.3754 valid_0's huber: 29.6997
[26] valid_0's poisson: -87.3837 valid_0's huber: 29.6923
[27] valid_0's poisson: -87.3922 valid_0's huber: 29.6849
[28] valid_0's poisson: -87.4005 valid_0's huber: 29.6775
[29] valid_0's poisson: -87.4089 valid_0's huber: 29.6701
[30] valid_0's poisson: -87.4172 valid_0's huber: 29.6627
[31] valid_0's poisson: -87.4256 valid_0's huber: 29.6553
[32] valid_0's poisson: -87.4341 valid_0's huber: 29.6479
[33] valid_0's poisson: -87.4424 valid_0's huber: 29.6405
[34] valid_0's poisson: -87.4508 valid_0's huber: 29.6331
[35] valid_0's poisson: -87.4591 valid_0's huber: 29.6257
[36] valid_0's poisson: -87.4675 valid_0's huber: 29.6183
[37] valid_0's poisson: -87.4759 valid_0's huber: 29.6109
[38] valid_0's poisson: -87.4842 valid_0's huber: 29.6036
[39] valid_0's poisson: -87.4926 valid_0's huber: 29.5962
[40] valid_0's poisson: -87.5009 valid_0's huber: 29.5888
[41] valid_0's poisson: -87.5093 valid_0's huber: 29.5814
[42] valid_0's poisson: -87.5175 valid_0's huber: 29.574
[43] valid_0's poisson: -87.5259 valid_0's huber: 29.5667
[44] valid_0's poisson: -87.5343 valid_0's huber: 29.5593
[45] valid_0's poisson: -87.5426 valid_0's huber: 29.5519
[46] valid_0's poisson: -87.5509 valid_0's huber: 29.5446
[47] valid_0's poisson: -87.5592 valid_0's huber: 29.5372
[48] valid_0's poisson: -87.5676 valid_0's huber: 29.5298
[49] valid_0's poisson: -87.5758 valid_0's huber: 29.5224
[50] valid_0's poisson: -87.5842 valid_0's huber: 29.5151
[51] valid_0's poisson: -87.5926 valid_0's huber: 29.5077
[52] valid_0's poisson: -87.6008 valid_0's huber: 29.5004
[53] valid_0's poisson: -87.6092 valid_0's huber: 29.493
[54] valid_0's poisson: -87.6174 valid_0's huber: 29.4857
[55] valid_0's poisson: -87.6257 valid_0's huber: 29.4783
[56] valid_0's poisson: -87.634 valid_0's huber: 29.4709
[57] valid_0's poisson: -87.6423 valid_0's huber: 29.4636
[58] valid_0's poisson: -87.6507 valid_0's huber: 29.4563
[59] valid_0's poisson: -87.6589 valid_0's huber: 29.4489
[60] valid_0's poisson: -87.6672 valid_0's huber: 29.4416
[61] valid_0's poisson: -87.6754 valid_0's huber: 29.4342
[62] valid_0's poisson: -87.6838 valid_0's huber: 29.4269
[63] valid_0's poisson: -87.692 valid_0's huber: 29.4195
[64] valid_0's poisson: -87.7003 valid_0's huber: 29.4122
[65] valid_0's poisson: -87.7086 valid_0's huber: 29.4049
[66] valid_0's poisson: -87.7168 valid_0's huber: 29.3975
[67] valid_0's poisson: -87.7251 valid_0's huber: 29.3902
[68] valid_0's poisson: -87.7333 valid_0's huber: 29.3829
[69] valid_0's poisson: -87.7416 valid_0's huber: 29.3755
[70] valid_0's poisson: -87.7499 valid_0's huber: 29.3682
[71] valid_0's poisson: -87.7582 valid_0's huber: 29.3609
[72] valid_0's poisson: -87.7664 valid_0's huber: 29.3536
[73] valid_0's poisson: -87.7747 valid_0's huber: 29.3463
[74] valid_0's poisson: -87.783 valid_0's huber: 29.3389
[75] valid_0's poisson: -87.7911 valid_0's huber: 29.3316
[76] valid_0's poisson: -87.7994 valid_0's huber: 29.3243
[77] valid_0's poisson: -87.8077 valid_0's huber: 29.317
[78] valid_0's poisson: -87.8159 valid_0's huber: 29.3097
[79] valid_0's poisson: -87.8241 valid_0's huber: 29.3024
[80] valid_0's poisson: -87.8324 valid_0's huber: 29.2951
[81] valid_0's poisson: -87.8406 valid_0's huber: 29.2878
[82] valid_0's poisson: -87.8488 valid_0's huber: 29.2804
[83] valid_0's poisson: -87.8571 valid_0's huber: 29.2732
[84] valid_0's poisson: -87.8652 valid_0's huber: 29.2658
[85] valid_0's poisson: -87.8735 valid_0's huber: 29.2585
[86] valid_0's poisson: -87.8817 valid_0's huber: 29.2513
[87] valid_0's poisson: -87.8899 valid_0's huber: 29.244
[88] valid_0's poisson: -87.8981 valid_0's huber: 29.2367
[89] valid_0's poisson: -87.9064 valid_0's huber: 29.2294
[90] valid_0's poisson: -87.9146 valid_0's huber: 29.2221
[91] valid_0's poisson: -87.9228 valid_0's huber: 29.2148
[92] valid_0's poisson: -87.931 valid_0's huber: 29.2075
[93] valid_0's poisson: -87.9392 valid_0's huber: 29.2002
[94] valid_0's poisson: -87.9474 valid_0's huber: 29.1929
[95] valid_0's poisson: -87.9556 valid_0's huber: 29.1857
[96] valid_0's poisson: -87.9638 valid_0's huber: 29.1784
[97] valid_0's poisson: -87.972 valid_0's huber: 29.1711
[98] valid_0's poisson: -87.9802 valid_0's huber: 29.1638
[99] valid_0's poisson: -87.9884 valid_0's huber: 29.1565
[100] valid_0's poisson: -87.9966 valid_0's huber: 29.1493
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.176 valid_0's huber: 29.8097
[2] valid_0's poisson: -87.1784 valid_0's huber: 29.8076
[3] valid_0's poisson: -87.1807 valid_0's huber: 29.8056
[4] valid_0's poisson: -87.183 valid_0's huber: 29.8035
[5] valid_0's poisson: -87.1854 valid_0's huber: 29.8015
[6] valid_0's poisson: -87.1877 valid_0's huber: 29.7994
[7] valid_0's poisson: -87.19 valid_0's huber: 29.7974
[8] valid_0's poisson: -87.1923 valid_0's huber: 29.7954
[9] valid_0's poisson: -87.1947 valid_0's huber: 29.7933
[10] valid_0's poisson: -87.197 valid_0's huber: 29.7913
[11] valid_0's poisson: -87.1993 valid_0's huber: 29.7892
[12] valid_0's poisson: -87.2017 valid_0's huber: 29.7872
[13] valid_0's poisson: -87.204 valid_0's huber: 29.7851
[14] valid_0's poisson: -87.2063 valid_0's huber: 29.7831
[15] valid_0's poisson: -87.2086 valid_0's huber: 29.781
[16] valid_0's poisson: -87.211 valid_0's huber: 29.779
[17] valid_0's poisson: -87.2133 valid_0's huber: 29.7769
[18] valid_0's poisson: -87.2156 valid_0's huber: 29.7749
[19] valid_0's poisson: -87.218 valid_0's huber: 29.7728
[20] valid_0's poisson: -87.2203 valid_0's huber: 29.7708
[21] valid_0's poisson: -87.2226 valid_0's huber: 29.7688
[22] valid_0's poisson: -87.2249 valid_0's huber: 29.7667
[23] valid_0's poisson: -87.2273 valid_0's huber: 29.7647
[24] valid_0's poisson: -87.2296 valid_0's huber: 29.7626
[25] valid_0's poisson: -87.2319 valid_0's huber: 29.7606
[26] valid_0's poisson: -87.2342 valid_0's huber: 29.7585
[27] valid_0's poisson: -87.2366 valid_0's huber: 29.7565
[28] valid_0's poisson: -87.2389 valid_0's huber: 29.7544
[29] valid_0's poisson: -87.2412 valid_0's huber: 29.7524
[30] valid_0's poisson: -87.2435 valid_0's huber: 29.7503
[31] valid_0's poisson: -87.2459 valid_0's huber: 29.7483
[32] valid_0's poisson: -87.2482 valid_0's huber: 29.7462
[33] valid_0's poisson: -87.2505 valid_0's huber: 29.7442
[34] valid_0's poisson: -87.2528 valid_0's huber: 29.7422
[35] valid_0's poisson: -87.2552 valid_0's huber: 29.7401
[36] valid_0's poisson: -87.2575 valid_0's huber: 29.7381
[37] valid_0's poisson: -87.2598 valid_0's huber: 29.736
[38] valid_0's poisson: -87.2621 valid_0's huber: 29.734
[39] valid_0's poisson: -87.2645 valid_0's huber: 29.7319
[40] valid_0's poisson: -87.2668 valid_0's huber: 29.7299
[41] valid_0's poisson: -87.2691 valid_0's huber: 29.7278
[42] valid_0's poisson: -87.2714 valid_0's huber: 29.7258
[43] valid_0's poisson: -87.2737 valid_0's huber: 29.7238
[44] valid_0's poisson: -87.2761 valid_0's huber: 29.7217
[45] valid_0's poisson: -87.2784 valid_0's huber: 29.7197
[46] valid_0's poisson: -87.2807 valid_0's huber: 29.7176
[47] valid_0's poisson: -87.283 valid_0's huber: 29.7156
[48] valid_0's poisson: -87.2854 valid_0's huber: 29.7135
[49] valid_0's poisson: -87.2877 valid_0's huber: 29.7115
[50] valid_0's poisson: -87.29 valid_0's huber: 29.7095
[51] valid_0's poisson: -87.2923 valid_0's huber: 29.7074
[52] valid_0's poisson: -87.2946 valid_0's huber: 29.7054
[53] valid_0's poisson: -87.297 valid_0's huber: 29.7033
[54] valid_0's poisson: -87.2993 valid_0's huber: 29.7013
[55] valid_0's poisson: -87.3016 valid_0's huber: 29.6992
[56] valid_0's poisson: -87.3039 valid_0's huber: 29.6972
[57] valid_0's poisson: -87.3062 valid_0's huber: 29.6952
[58] valid_0's poisson: -87.3086 valid_0's huber: 29.6931
[59] valid_0's poisson: -87.3109 valid_0's huber: 29.6911
[60] valid_0's poisson: -87.3132 valid_0's huber: 29.689
[61] valid_0's poisson: -87.3155 valid_0's huber: 29.687
[62] valid_0's poisson: -87.3178 valid_0's huber: 29.6849
[63] valid_0's poisson: -87.3202 valid_0's huber: 29.6829
[64] valid_0's poisson: -87.3225 valid_0's huber: 29.6809
[65] valid_0's poisson: -87.3248 valid_0's huber: 29.6788
[66] valid_0's poisson: -87.3271 valid_0's huber: 29.6768
[67] valid_0's poisson: -87.3294 valid_0's huber: 29.6747
[68] valid_0's poisson: -87.3317 valid_0's huber: 29.6727
[69] valid_0's poisson: -87.3341 valid_0's huber: 29.6707
[70] valid_0's poisson: -87.3364 valid_0's huber: 29.6686
[71] valid_0's poisson: -87.3387 valid_0's huber: 29.6666
[72] valid_0's poisson: -87.341 valid_0's huber: 29.6645
[73] valid_0's poisson: -87.3433 valid_0's huber: 29.6625
[74] valid_0's poisson: -87.3456 valid_0's huber: 29.6604
[75] valid_0's poisson: -87.348 valid_0's huber: 29.6584
[76] valid_0's poisson: -87.3503 valid_0's huber: 29.6564
[77] valid_0's poisson: -87.3526 valid_0's huber: 29.6543
[78] valid_0's poisson: -87.3549 valid_0's huber: 29.6523
[79] valid_0's poisson: -87.3572 valid_0's huber: 29.6502
[80] valid_0's poisson: -87.3595 valid_0's huber: 29.6482
[81] valid_0's poisson: -87.3618 valid_0's huber: 29.6462
[82] valid_0's poisson: -87.3642 valid_0's huber: 29.6441
[83] valid_0's poisson: -87.3665 valid_0's huber: 29.6421
[84] valid_0's poisson: -87.3688 valid_0's huber: 29.64
[85] valid_0's poisson: -87.3711 valid_0's huber: 29.638
[86] valid_0's poisson: -87.3734 valid_0's huber: 29.636
[87] valid_0's poisson: -87.3757 valid_0's huber: 29.6339
[88] valid_0's poisson: -87.378 valid_0's huber: 29.6319
[89] valid_0's poisson: -87.3804 valid_0's huber: 29.6299
[90] valid_0's poisson: -87.3827 valid_0's huber: 29.6278
[91] valid_0's poisson: -87.385 valid_0's huber: 29.6258
[92] valid_0's poisson: -87.3873 valid_0's huber: 29.6238
[93] valid_0's poisson: -87.3896 valid_0's huber: 29.6217
[94] valid_0's poisson: -87.392 valid_0's huber: 29.6197
[95] valid_0's poisson: -87.3943 valid_0's huber: 29.6177
[96] valid_0's poisson: -87.3966 valid_0's huber: 29.6157
[97] valid_0's poisson: -87.3989 valid_0's huber: 29.6136
[98] valid_0's poisson: -87.4012 valid_0's huber: 29.6116
[99] valid_0's poisson: -87.4035 valid_0's huber: 29.6096
[100] valid_0's poisson: -87.4059 valid_0's huber: 29.6075
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1764 valid_0's huber: 29.8077
[2] valid_0's poisson: -87.1788 valid_0's huber: 29.8057
[3] valid_0's poisson: -87.1812 valid_0's huber: 29.8037
[4] valid_0's poisson: -87.1836 valid_0's huber: 29.8017
[5] valid_0's poisson: -87.186 valid_0's huber: 29.7997
[6] valid_0's poisson: -87.1885 valid_0's huber: 29.7977
[7] valid_0's poisson: -87.1909 valid_0's huber: 29.7957
[8] valid_0's poisson: -87.1933 valid_0's huber: 29.7937
[9] valid_0's poisson: -87.1957 valid_0's huber: 29.7917
[10] valid_0's poisson: -87.1981 valid_0's huber: 29.7897
[11] valid_0's poisson: -87.2005 valid_0's huber: 29.7877
[12] valid_0's poisson: -87.2029 valid_0's huber: 29.7857
[13] valid_0's poisson: -87.2054 valid_0's huber: 29.7836
[14] valid_0's poisson: -87.2078 valid_0's huber: 29.7816
[15] valid_0's poisson: -87.2102 valid_0's huber: 29.7796
[16] valid_0's poisson: -87.2126 valid_0's huber: 29.7776
[17] valid_0's poisson: -87.215 valid_0's huber: 29.7756
[18] valid_0's poisson: -87.2174 valid_0's huber: 29.7736
[19] valid_0's poisson: -87.2198 valid_0's huber: 29.7716
[20] valid_0's poisson: -87.2222 valid_0's huber: 29.7696
[21] valid_0's poisson: -87.2247 valid_0's huber: 29.7676
[22] valid_0's poisson: -87.2271 valid_0's huber: 29.7656
[23] valid_0's poisson: -87.2295 valid_0's huber: 29.7636
[24] valid_0's poisson: -87.2319 valid_0's huber: 29.7616
[25] valid_0's poisson: -87.2343 valid_0's huber: 29.7596
[26] valid_0's poisson: -87.2367 valid_0's huber: 29.7576
[27] valid_0's poisson: -87.2391 valid_0's huber: 29.7556
[28] valid_0's poisson: -87.2415 valid_0's huber: 29.7536
[29] valid_0's poisson: -87.2439 valid_0's huber: 29.7516
[30] valid_0's poisson: -87.2463 valid_0's huber: 29.7496
[31] valid_0's poisson: -87.2488 valid_0's huber: 29.7476
[32] valid_0's poisson: -87.2512 valid_0's huber: 29.7456
[33] valid_0's poisson: -87.2536 valid_0's huber: 29.7436
[34] valid_0's poisson: -87.256 valid_0's huber: 29.7416
[35] valid_0's poisson: -87.2584 valid_0's huber: 29.7396
[36] valid_0's poisson: -87.2608 valid_0's huber: 29.7376
[37] valid_0's poisson: -87.2632 valid_0's huber: 29.7356
[38] valid_0's poisson: -87.2656 valid_0's huber: 29.7336
[39] valid_0's poisson: -87.268 valid_0's huber: 29.7316
[40] valid_0's poisson: -87.2704 valid_0's huber: 29.7296
[41] valid_0's poisson: -87.2728 valid_0's huber: 29.7276
[42] valid_0's poisson: -87.2752 valid_0's huber: 29.7256
[43] valid_0's poisson: -87.2776 valid_0's huber: 29.7236
[44] valid_0's poisson: -87.2801 valid_0's huber: 29.7216
[45] valid_0's poisson: -87.2825 valid_0's huber: 29.7196
[46] valid_0's poisson: -87.2849 valid_0's huber: 29.7176
[47] valid_0's poisson: -87.2873 valid_0's huber: 29.7156
[48] valid_0's poisson: -87.2897 valid_0's huber: 29.7136
[49] valid_0's poisson: -87.2921 valid_0's huber: 29.7116
[50] valid_0's poisson: -87.2945 valid_0's huber: 29.7096
[51] valid_0's poisson: -87.2969 valid_0's huber: 29.7076
[52] valid_0's poisson: -87.2993 valid_0's huber: 29.7056
[53] valid_0's poisson: -87.3017 valid_0's huber: 29.7036
[54] valid_0's poisson: -87.3041 valid_0's huber: 29.7016
[55] valid_0's poisson: -87.3065 valid_0's huber: 29.6996
[56] valid_0's poisson: -87.3089 valid_0's huber: 29.6976
[57] valid_0's poisson: -87.3113 valid_0's huber: 29.6956
[58] valid_0's poisson: -87.3137 valid_0's huber: 29.6936
[59] valid_0's poisson: -87.3161 valid_0's huber: 29.6916
[60] valid_0's poisson: -87.3185 valid_0's huber: 29.6896
[61] valid_0's poisson: -87.3209 valid_0's huber: 29.6876
[62] valid_0's poisson: -87.3233 valid_0's huber: 29.6856
[63] valid_0's poisson: -87.3257 valid_0's huber: 29.6836
[64] valid_0's poisson: -87.3281 valid_0's huber: 29.6816
[65] valid_0's poisson: -87.3305 valid_0's huber: 29.6796
[66] valid_0's poisson: -87.3329 valid_0's huber: 29.6777
[67] valid_0's poisson: -87.3353 valid_0's huber: 29.6757
[68] valid_0's poisson: -87.3377 valid_0's huber: 29.6737
[69] valid_0's poisson: -87.3401 valid_0's huber: 29.6717
[70] valid_0's poisson: -87.3425 valid_0's huber: 29.6697
[71] valid_0's poisson: -87.3449 valid_0's huber: 29.6677
[72] valid_0's poisson: -87.3473 valid_0's huber: 29.6657
[73] valid_0's poisson: -87.3497 valid_0's huber: 29.6637
[74] valid_0's poisson: -87.3521 valid_0's huber: 29.6617
[75] valid_0's poisson: -87.3545 valid_0's huber: 29.6597
[76] valid_0's poisson: -87.3569 valid_0's huber: 29.6577
[77] valid_0's poisson: -87.3593 valid_0's huber: 29.6557
[78] valid_0's poisson: -87.3617 valid_0's huber: 29.6537
[79] valid_0's poisson: -87.3641 valid_0's huber: 29.6517
[80] valid_0's poisson: -87.3665 valid_0's huber: 29.6497
[81] valid_0's poisson: -87.3689 valid_0's huber: 29.6477
[82] valid_0's poisson: -87.3713 valid_0's huber: 29.6457
[83] valid_0's poisson: -87.3737 valid_0's huber: 29.6437
[84] valid_0's poisson: -87.3761 valid_0's huber: 29.6417
[85] valid_0's poisson: -87.3785 valid_0's huber: 29.6397
[86] valid_0's poisson: -87.3809 valid_0's huber: 29.6377
[87] valid_0's poisson: -87.3833 valid_0's huber: 29.6357
[88] valid_0's poisson: -87.3857 valid_0's huber: 29.6337
[89] valid_0's poisson: -87.3881 valid_0's huber: 29.6317
[90] valid_0's poisson: -87.3905 valid_0's huber: 29.6297
[91] valid_0's poisson: -87.3929 valid_0's huber: 29.6277
[92] valid_0's poisson: -87.3953 valid_0's huber: 29.6258
[93] valid_0's poisson: -87.3977 valid_0's huber: 29.6238
[94] valid_0's poisson: -87.4001 valid_0's huber: 29.6218
[95] valid_0's poisson: -87.4025 valid_0's huber: 29.6198
[96] valid_0's poisson: -87.4049 valid_0's huber: 29.6178
[97] valid_0's poisson: -87.4073 valid_0's huber: 29.6158
[98] valid_0's poisson: -87.4097 valid_0's huber: 29.6138
[99] valid_0's poisson: -87.4121 valid_0's huber: 29.6118
[100] valid_0's poisson: -87.4145 valid_0's huber: 29.6098
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1719 valid_0's huber: 29.8408
[2] valid_0's poisson: -87.1743 valid_0's huber: 29.8387
[3] valid_0's poisson: -87.1766 valid_0's huber: 29.8367
[4] valid_0's poisson: -87.179 valid_0's huber: 29.8346
[5] valid_0's poisson: -87.1813 valid_0's huber: 29.8325
[6] valid_0's poisson: -87.1836 valid_0's huber: 29.8305
[7] valid_0's poisson: -87.186 valid_0's huber: 29.8284
[8] valid_0's poisson: -87.1883 valid_0's huber: 29.8264
[9] valid_0's poisson: -87.1907 valid_0's huber: 29.8243
[10] valid_0's poisson: -87.193 valid_0's huber: 29.8222
[11] valid_0's poisson: -87.1953 valid_0's huber: 29.8202
[12] valid_0's poisson: -87.1977 valid_0's huber: 29.8181
[13] valid_0's poisson: -87.2 valid_0's huber: 29.8161
[14] valid_0's poisson: -87.2024 valid_0's huber: 29.814
[15] valid_0's poisson: -87.2047 valid_0's huber: 29.8119
[16] valid_0's poisson: -87.207 valid_0's huber: 29.8099
[17] valid_0's poisson: -87.2094 valid_0's huber: 29.8078
[18] valid_0's poisson: -87.2117 valid_0's huber: 29.8058
[19] valid_0's poisson: -87.2141 valid_0's huber: 29.8037
[20] valid_0's poisson: -87.2164 valid_0's huber: 29.8016
[21] valid_0's poisson: -87.2187 valid_0's huber: 29.7996
[22] valid_0's poisson: -87.2211 valid_0's huber: 29.7975
[23] valid_0's poisson: -87.2234 valid_0's huber: 29.7954
[24] valid_0's poisson: -87.2258 valid_0's huber: 29.7934
[25] valid_0's poisson: -87.2281 valid_0's huber: 29.7913
[26] valid_0's poisson: -87.2304 valid_0's huber: 29.7893
[27] valid_0's poisson: -87.2328 valid_0's huber: 29.7872
[28] valid_0's poisson: -87.2351 valid_0's huber: 29.7851
[29] valid_0's poisson: -87.2374 valid_0's huber: 29.7831
[30] valid_0's poisson: -87.2398 valid_0's huber: 29.781
[31] valid_0's poisson: -87.2421 valid_0's huber: 29.779
[32] valid_0's poisson: -87.2445 valid_0's huber: 29.7769
[33] valid_0's poisson: -87.2468 valid_0's huber: 29.7749
[34] valid_0's poisson: -87.2491 valid_0's huber: 29.7728
[35] valid_0's poisson: -87.2515 valid_0's huber: 29.7707
[36] valid_0's poisson: -87.2538 valid_0's huber: 29.7687
[37] valid_0's poisson: -87.2561 valid_0's huber: 29.7666
[38] valid_0's poisson: -87.2585 valid_0's huber: 29.7646
[39] valid_0's poisson: -87.2608 valid_0's huber: 29.7625
[40] valid_0's poisson: -87.2631 valid_0's huber: 29.7604
[41] valid_0's poisson: -87.2655 valid_0's huber: 29.7584
[42] valid_0's poisson: -87.2678 valid_0's huber: 29.7563
[43] valid_0's poisson: -87.2701 valid_0's huber: 29.7543
[44] valid_0's poisson: -87.2725 valid_0's huber: 29.7522
[45] valid_0's poisson: -87.2748 valid_0's huber: 29.7501
[46] valid_0's poisson: -87.2771 valid_0's huber: 29.7481
[47] valid_0's poisson: -87.2795 valid_0's huber: 29.746
[48] valid_0's poisson: -87.2818 valid_0's huber: 29.744
[49] valid_0's poisson: -87.2841 valid_0's huber: 29.7419
[50] valid_0's poisson: -87.2865 valid_0's huber: 29.7399
[51] valid_0's poisson: -87.2888 valid_0's huber: 29.7378
[52] valid_0's poisson: -87.2911 valid_0's huber: 29.7357
[53] valid_0's poisson: -87.2935 valid_0's huber: 29.7337
[54] valid_0's poisson: -87.2958 valid_0's huber: 29.7316
[55] valid_0's poisson: -87.2981 valid_0's huber: 29.7296
[56] valid_0's poisson: -87.3005 valid_0's huber: 29.7275
[57] valid_0's poisson: -87.3028 valid_0's huber: 29.7255
[58] valid_0's poisson: -87.3051 valid_0's huber: 29.7234
[59] valid_0's poisson: -87.3075 valid_0's huber: 29.7213
[60] valid_0's poisson: -87.3098 valid_0's huber: 29.7193
[61] valid_0's poisson: -87.3121 valid_0's huber: 29.7172
[62] valid_0's poisson: -87.3145 valid_0's huber: 29.7152
[63] valid_0's poisson: -87.3168 valid_0's huber: 29.7131
[64] valid_0's poisson: -87.3191 valid_0's huber: 29.7111
[65] valid_0's poisson: -87.3214 valid_0's huber: 29.709
[66] valid_0's poisson: -87.3238 valid_0's huber: 29.7069
[67] valid_0's poisson: -87.3261 valid_0's huber: 29.7049
[68] valid_0's poisson: -87.3284 valid_0's huber: 29.7028
[69] valid_0's poisson: -87.3308 valid_0's huber: 29.7008
[70] valid_0's poisson: -87.3331 valid_0's huber: 29.6987
[71] valid_0's poisson: -87.3354 valid_0's huber: 29.6967
[72] valid_0's poisson: -87.3377 valid_0's huber: 29.6946
[73] valid_0's poisson: -87.3401 valid_0's huber: 29.6926
[74] valid_0's poisson: -87.3424 valid_0's huber: 29.6905
[75] valid_0's poisson: -87.3447 valid_0's huber: 29.6885
[76] valid_0's poisson: -87.347 valid_0's huber: 29.6864
[77] valid_0's poisson: -87.3494 valid_0's huber: 29.6843
[78] valid_0's poisson: -87.3517 valid_0's huber: 29.6823
[79] valid_0's poisson: -87.354 valid_0's huber: 29.6802
[80] valid_0's poisson: -87.3564 valid_0's huber: 29.6782
[81] valid_0's poisson: -87.3587 valid_0's huber: 29.6761
[82] valid_0's poisson: -87.361 valid_0's huber: 29.6741
[83] valid_0's poisson: -87.3633 valid_0's huber: 29.672
[84] valid_0's poisson: -87.3657 valid_0's huber: 29.67
[85] valid_0's poisson: -87.368 valid_0's huber: 29.6679
[86] valid_0's poisson: -87.3703 valid_0's huber: 29.6659
[87] valid_0's poisson: -87.3726 valid_0's huber: 29.6638
[88] valid_0's poisson: -87.3749 valid_0's huber: 29.6618
[89] valid_0's poisson: -87.3773 valid_0's huber: 29.6597
[90] valid_0's poisson: -87.3796 valid_0's huber: 29.6577
[91] valid_0's poisson: -87.3819 valid_0's huber: 29.6556
[92] valid_0's poisson: -87.3842 valid_0's huber: 29.6535
[93] valid_0's poisson: -87.3866 valid_0's huber: 29.6515
[94] valid_0's poisson: -87.3889 valid_0's huber: 29.6494
[95] valid_0's poisson: -87.3912 valid_0's huber: 29.6474
[96] valid_0's poisson: -87.3935 valid_0's huber: 29.6453
[97] valid_0's poisson: -87.3959 valid_0's huber: 29.6433
[98] valid_0's poisson: -87.3982 valid_0's huber: 29.6412
[99] valid_0's poisson: -87.4005 valid_0's huber: 29.6392
[100] valid_0's poisson: -87.4028 valid_0's huber: 29.6371
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1784 valid_0's huber: 29.7915
[2] valid_0's poisson: -87.1807 valid_0's huber: 29.7895
[3] valid_0's poisson: -87.1831 valid_0's huber: 29.7874
[4] valid_0's poisson: -87.1854 valid_0's huber: 29.7854
[5] valid_0's poisson: -87.1877 valid_0's huber: 29.7833
[6] valid_0's poisson: -87.1901 valid_0's huber: 29.7813
[7] valid_0's poisson: -87.1924 valid_0's huber: 29.7792
[8] valid_0's poisson: -87.1948 valid_0's huber: 29.7772
[9] valid_0's poisson: -87.1971 valid_0's huber: 29.7751
[10] valid_0's poisson: -87.1995 valid_0's huber: 29.773
[11] valid_0's poisson: -87.2018 valid_0's huber: 29.771
[12] valid_0's poisson: -87.2042 valid_0's huber: 29.7689
[13] valid_0's poisson: -87.2065 valid_0's huber: 29.7669
[14] valid_0's poisson: -87.2088 valid_0's huber: 29.7648
[15] valid_0's poisson: -87.2112 valid_0's huber: 29.7628
[16] valid_0's poisson: -87.2135 valid_0's huber: 29.7607
[17] valid_0's poisson: -87.2159 valid_0's huber: 29.7587
[18] valid_0's poisson: -87.2182 valid_0's huber: 29.7566
[19] valid_0's poisson: -87.2206 valid_0's huber: 29.7546
[20] valid_0's poisson: -87.2229 valid_0's huber: 29.7525
[21] valid_0's poisson: -87.2252 valid_0's huber: 29.7504
[22] valid_0's poisson: -87.2276 valid_0's huber: 29.7484
[23] valid_0's poisson: -87.2299 valid_0's huber: 29.7463
[24] valid_0's poisson: -87.2323 valid_0's huber: 29.7443
[25] valid_0's poisson: -87.2346 valid_0's huber: 29.7422
[26] valid_0's poisson: -87.237 valid_0's huber: 29.7402
[27] valid_0's poisson: -87.2393 valid_0's huber: 29.7381
[28] valid_0's poisson: -87.2416 valid_0's huber: 29.7361
[29] valid_0's poisson: -87.244 valid_0's huber: 29.734
[30] valid_0's poisson: -87.2463 valid_0's huber: 29.732
[31] valid_0's poisson: -87.2487 valid_0's huber: 29.7299
[32] valid_0's poisson: -87.251 valid_0's huber: 29.7279
[33] valid_0's poisson: -87.2533 valid_0's huber: 29.7258
[34] valid_0's poisson: -87.2557 valid_0's huber: 29.7238
[35] valid_0's poisson: -87.258 valid_0's huber: 29.7217
[36] valid_0's poisson: -87.2604 valid_0's huber: 29.7196
[37] valid_0's poisson: -87.2627 valid_0's huber: 29.7176
[38] valid_0's poisson: -87.265 valid_0's huber: 29.7155
[39] valid_0's poisson: -87.2674 valid_0's huber: 29.7135
[40] valid_0's poisson: -87.2697 valid_0's huber: 29.7114
[41] valid_0's poisson: -87.272 valid_0's huber: 29.7094
[42] valid_0's poisson: -87.2744 valid_0's huber: 29.7073
[43] valid_0's poisson: -87.2767 valid_0's huber: 29.7053
[44] valid_0's poisson: -87.2791 valid_0's huber: 29.7032
[45] valid_0's poisson: -87.2814 valid_0's huber: 29.7012
[46] valid_0's poisson: -87.2837 valid_0's huber: 29.6991
[47] valid_0's poisson: -87.2861 valid_0's huber: 29.6971
[48] valid_0's poisson: -87.2884 valid_0's huber: 29.695
[49] valid_0's poisson: -87.2907 valid_0's huber: 29.693
[50] valid_0's poisson: -87.2931 valid_0's huber: 29.6909
[51] valid_0's poisson: -87.2954 valid_0's huber: 29.6889
[52] valid_0's poisson: -87.2978 valid_0's huber: 29.6868
[53] valid_0's poisson: -87.3001 valid_0's huber: 29.6848
[54] valid_0's poisson: -87.3024 valid_0's huber: 29.6827
[55] valid_0's poisson: -87.3048 valid_0's huber: 29.6807
[56] valid_0's poisson: -87.3071 valid_0's huber: 29.6786
[57] valid_0's poisson: -87.3094 valid_0's huber: 29.6766
[58] valid_0's poisson: -87.3118 valid_0's huber: 29.6745
[59] valid_0's poisson: -87.3141 valid_0's huber: 29.6725
[60] valid_0's poisson: -87.3164 valid_0's huber: 29.6704
[61] valid_0's poisson: -87.3188 valid_0's huber: 29.6684
[62] valid_0's poisson: -87.3211 valid_0's huber: 29.6663
[63] valid_0's poisson: -87.3234 valid_0's huber: 29.6643
[64] valid_0's poisson: -87.3258 valid_0's huber: 29.6622
[65] valid_0's poisson: -87.3281 valid_0's huber: 29.6602
[66] valid_0's poisson: -87.3304 valid_0's huber: 29.6581
[67] valid_0's poisson: -87.3328 valid_0's huber: 29.6561
[68] valid_0's poisson: -87.3351 valid_0's huber: 29.654
[69] valid_0's poisson: -87.3374 valid_0's huber: 29.652
[70] valid_0's poisson: -87.3398 valid_0's huber: 29.6499
[71] valid_0's poisson: -87.3421 valid_0's huber: 29.6479
[72] valid_0's poisson: -87.3444 valid_0's huber: 29.6458
[73] valid_0's poisson: -87.3468 valid_0's huber: 29.6438
[74] valid_0's poisson: -87.3491 valid_0's huber: 29.6417
[75] valid_0's poisson: -87.3514 valid_0's huber: 29.6397
[76] valid_0's poisson: -87.3538 valid_0's huber: 29.6376
[77] valid_0's poisson: -87.3561 valid_0's huber: 29.6356
[78] valid_0's poisson: -87.3584 valid_0's huber: 29.6335
[79] valid_0's poisson: -87.3607 valid_0's huber: 29.6315
[80] valid_0's poisson: -87.3631 valid_0's huber: 29.6294
[81] valid_0's poisson: -87.3654 valid_0's huber: 29.6274
[82] valid_0's poisson: -87.3677 valid_0's huber: 29.6253
[83] valid_0's poisson: -87.3701 valid_0's huber: 29.6233
[84] valid_0's poisson: -87.3724 valid_0's huber: 29.6213
[85] valid_0's poisson: -87.3747 valid_0's huber: 29.6192
[86] valid_0's poisson: -87.377 valid_0's huber: 29.6172
[87] valid_0's poisson: -87.3794 valid_0's huber: 29.6151
[88] valid_0's poisson: -87.3817 valid_0's huber: 29.6131
[89] valid_0's poisson: -87.384 valid_0's huber: 29.611
[90] valid_0's poisson: -87.3864 valid_0's huber: 29.609
[91] valid_0's poisson: -87.3887 valid_0's huber: 29.6069
[92] valid_0's poisson: -87.391 valid_0's huber: 29.6049
[93] valid_0's poisson: -87.3933 valid_0's huber: 29.6028
[94] valid_0's poisson: -87.3957 valid_0's huber: 29.6008
[95] valid_0's poisson: -87.398 valid_0's huber: 29.5987
[96] valid_0's poisson: -87.4003 valid_0's huber: 29.5967
[97] valid_0's poisson: -87.4026 valid_0's huber: 29.5947
[98] valid_0's poisson: -87.405 valid_0's huber: 29.5926
[99] valid_0's poisson: -87.4073 valid_0's huber: 29.5906
[100] valid_0's poisson: -87.4096 valid_0's huber: 29.5885
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.166 valid_0's huber: 29.8832
[2] valid_0's poisson: -87.1683 valid_0's huber: 29.8812
[3] valid_0's poisson: -87.1706 valid_0's huber: 29.8792
[4] valid_0's poisson: -87.173 valid_0's huber: 29.8772
[5] valid_0's poisson: -87.1753 valid_0's huber: 29.8751
[6] valid_0's poisson: -87.1776 valid_0's huber: 29.8731
[7] valid_0's poisson: -87.1799 valid_0's huber: 29.8711
[8] valid_0's poisson: -87.1823 valid_0's huber: 29.8691
[9] valid_0's poisson: -87.1846 valid_0's huber: 29.867
[10] valid_0's poisson: -87.1869 valid_0's huber: 29.865
[11] valid_0's poisson: -87.1893 valid_0's huber: 29.863
[12] valid_0's poisson: -87.1916 valid_0's huber: 29.861
[13] valid_0's poisson: -87.1939 valid_0's huber: 29.859
[14] valid_0's poisson: -87.1963 valid_0's huber: 29.8569
[15] valid_0's poisson: -87.1986 valid_0's huber: 29.8549
[16] valid_0's poisson: -87.2009 valid_0's huber: 29.8529
[17] valid_0's poisson: -87.2033 valid_0's huber: 29.8508
[18] valid_0's poisson: -87.2056 valid_0's huber: 29.8488
[19] valid_0's poisson: -87.208 valid_0's huber: 29.8468
[20] valid_0's poisson: -87.2103 valid_0's huber: 29.8447
[21] valid_0's poisson: -87.2126 valid_0's huber: 29.8427
[22] valid_0's poisson: -87.215 valid_0's huber: 29.8407
[23] valid_0's poisson: -87.2173 valid_0's huber: 29.8386
[24] valid_0's poisson: -87.2196 valid_0's huber: 29.8366
[25] valid_0's poisson: -87.222 valid_0's huber: 29.8346
[26] valid_0's poisson: -87.2243 valid_0's huber: 29.8325
[27] valid_0's poisson: -87.2266 valid_0's huber: 29.8305
[28] valid_0's poisson: -87.229 valid_0's huber: 29.8285
[29] valid_0's poisson: -87.2313 valid_0's huber: 29.8265
[30] valid_0's poisson: -87.2336 valid_0's huber: 29.8244
[31] valid_0's poisson: -87.236 valid_0's huber: 29.8224
[32] valid_0's poisson: -87.2383 valid_0's huber: 29.8204
[33] valid_0's poisson: -87.2407 valid_0's huber: 29.8183
[34] valid_0's poisson: -87.243 valid_0's huber: 29.8163
[35] valid_0's poisson: -87.2453 valid_0's huber: 29.8143
[36] valid_0's poisson: -87.2477 valid_0's huber: 29.8122
[37] valid_0's poisson: -87.25 valid_0's huber: 29.8102
[38] valid_0's poisson: -87.2523 valid_0's huber: 29.8082
[39] valid_0's poisson: -87.2547 valid_0's huber: 29.8062
[40] valid_0's poisson: -87.257 valid_0's huber: 29.8041
[41] valid_0's poisson: -87.2593 valid_0's huber: 29.8021
[42] valid_0's poisson: -87.2617 valid_0's huber: 29.8001
[43] valid_0's poisson: -87.264 valid_0's huber: 29.798
[44] valid_0's poisson: -87.2663 valid_0's huber: 29.796
[45] valid_0's poisson: -87.2687 valid_0's huber: 29.794
[46] valid_0's poisson: -87.271 valid_0's huber: 29.7919
[47] valid_0's poisson: -87.2733 valid_0's huber: 29.7899
[48] valid_0's poisson: -87.2757 valid_0's huber: 29.7879
[49] valid_0's poisson: -87.278 valid_0's huber: 29.7859
[50] valid_0's poisson: -87.2803 valid_0's huber: 29.7838
[51] valid_0's poisson: -87.2826 valid_0's huber: 29.7818
[52] valid_0's poisson: -87.285 valid_0's huber: 29.7797
[53] valid_0's poisson: -87.2873 valid_0's huber: 29.7777
[54] valid_0's poisson: -87.2896 valid_0's huber: 29.7757
[55] valid_0's poisson: -87.292 valid_0's huber: 29.7737
[56] valid_0's poisson: -87.2943 valid_0's huber: 29.7717
[57] valid_0's poisson: -87.2966 valid_0's huber: 29.7696
[58] valid_0's poisson: -87.299 valid_0's huber: 29.7676
[59] valid_0's poisson: -87.3013 valid_0's huber: 29.7655
[60] valid_0's poisson: -87.3036 valid_0's huber: 29.7635
[61] valid_0's poisson: -87.3059 valid_0's huber: 29.7615
[62] valid_0's poisson: -87.3083 valid_0's huber: 29.7595
[63] valid_0's poisson: -87.3106 valid_0's huber: 29.7574
[64] valid_0's poisson: -87.3129 valid_0's huber: 29.7554
[65] valid_0's poisson: -87.3153 valid_0's huber: 29.7534
[66] valid_0's poisson: -87.3176 valid_0's huber: 29.7514
[67] valid_0's poisson: -87.3199 valid_0's huber: 29.7493
[68] valid_0's poisson: -87.3222 valid_0's huber: 29.7473
[69] valid_0's poisson: -87.3245 valid_0's huber: 29.7452
[70] valid_0's poisson: -87.3269 valid_0's huber: 29.7432
[71] valid_0's poisson: -87.3292 valid_0's huber: 29.7412
[72] valid_0's poisson: -87.3315 valid_0's huber: 29.7391
[73] valid_0's poisson: -87.3338 valid_0's huber: 29.7371
[74] valid_0's poisson: -87.3361 valid_0's huber: 29.7351
[75] valid_0's poisson: -87.3385 valid_0's huber: 29.733
[76] valid_0's poisson: -87.3408 valid_0's huber: 29.731
[77] valid_0's poisson: -87.3431 valid_0's huber: 29.7289
[78] valid_0's poisson: -87.3454 valid_0's huber: 29.7269
[79] valid_0's poisson: -87.3477 valid_0's huber: 29.7249
[80] valid_0's poisson: -87.35 valid_0's huber: 29.7228
[81] valid_0's poisson: -87.3524 valid_0's huber: 29.7208
[82] valid_0's poisson: -87.3547 valid_0's huber: 29.7188
[83] valid_0's poisson: -87.357 valid_0's huber: 29.7167
[84] valid_0's poisson: -87.3593 valid_0's huber: 29.7147
[85] valid_0's poisson: -87.3616 valid_0's huber: 29.7127
[86] valid_0's poisson: -87.3639 valid_0's huber: 29.7106
[87] valid_0's poisson: -87.3662 valid_0's huber: 29.7086
[88] valid_0's poisson: -87.3685 valid_0's huber: 29.7065
[89] valid_0's poisson: -87.3709 valid_0's huber: 29.7045
[90] valid_0's poisson: -87.3732 valid_0's huber: 29.7025
[91] valid_0's poisson: -87.3755 valid_0's huber: 29.7004
[92] valid_0's poisson: -87.3778 valid_0's huber: 29.6984
[93] valid_0's poisson: -87.3801 valid_0's huber: 29.6964
[94] valid_0's poisson: -87.3825 valid_0's huber: 29.6943
[95] valid_0's poisson: -87.3848 valid_0's huber: 29.6923
[96] valid_0's poisson: -87.3871 valid_0's huber: 29.6903
[97] valid_0's poisson: -87.3894 valid_0's huber: 29.6882
[98] valid_0's poisson: -87.3917 valid_0's huber: 29.6862
[99] valid_0's poisson: -87.394 valid_0's huber: 29.6842
[100] valid_0's poisson: -87.3963 valid_0's huber: 29.6821
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7066 valid_0's huber: 29.3387
[2] valid_0's poisson: -88.2331 valid_0's huber: 28.8736
[3] valid_0's poisson: -88.7489 valid_0's huber: 28.4158
[4] valid_0's poisson: -89.247 valid_0's huber: 27.9638
[5] valid_0's poisson: -89.7387 valid_0's huber: 27.5186
[6] valid_0's poisson: -90.2178 valid_0's huber: 27.0804
[7] valid_0's poisson: -90.6852 valid_0's huber: 26.6437
[8] valid_0's poisson: -91.1378 valid_0's huber: 26.2192
[9] valid_0's poisson: -91.5859 valid_0's huber: 25.8021
[10] valid_0's poisson: -92.022 valid_0's huber: 25.386
[11] valid_0's poisson: -92.4515 valid_0's huber: 24.9719
[12] valid_0's poisson: -92.8668 valid_0's huber: 24.5748
[13] valid_0's poisson: -93.275 valid_0's huber: 24.175
[14] valid_0's poisson: -93.6741 valid_0's huber: 23.7841
[15] valid_0's poisson: -94.0658 valid_0's huber: 23.3973
[16] valid_0's poisson: -94.4463 valid_0's huber: 23.0186
[17] valid_0's poisson: -94.8179 valid_0's huber: 22.6464
[18] valid_0's poisson: -95.2094 valid_0's huber: 22.2901
[19] valid_0's poisson: -95.5912 valid_0's huber: 21.9298
[20] valid_0's poisson: -95.9576 valid_0's huber: 21.5774
[21] valid_0's poisson: -96.3284 valid_0's huber: 21.2381
[22] valid_0's poisson: -96.6862 valid_0's huber: 20.8936
[23] valid_0's poisson: -97.0298 valid_0's huber: 20.5698
[24] valid_0's poisson: -97.3611 valid_0's huber: 20.2445
[25] valid_0's poisson: -97.6934 valid_0's huber: 19.9357
[26] valid_0's poisson: -98.0129 valid_0's huber: 19.622
[27] valid_0's poisson: -98.3141 valid_0's huber: 19.3238
[28] valid_0's poisson: -98.6023 valid_0's huber: 19.037
[29] valid_0's poisson: -98.8962 valid_0's huber: 18.7639
[30] valid_0's poisson: -99.1764 valid_0's huber: 18.4696
[31] valid_0's poisson: -99.4445 valid_0's huber: 18.2014
[32] valid_0's poisson: -99.6976 valid_0's huber: 17.948
[33] valid_0's poisson: -99.9377 valid_0's huber: 17.7025
[34] valid_0's poisson: -100.158 valid_0's huber: 17.465
[35] valid_0's poisson: -100.363 valid_0's huber: 17.2377
[36] valid_0's poisson: -100.551 valid_0's huber: 17.0287
[37] valid_0's poisson: -100.755 valid_0's huber: 16.8311
[38] valid_0's poisson: -100.943 valid_0's huber: 16.6487
[39] valid_0's poisson: -101.116 valid_0's huber: 16.4809
[40] valid_0's poisson: -101.277 valid_0's huber: 16.3174
[41] valid_0's poisson: -101.429 valid_0's huber: 16.173
[42] valid_0's poisson: -101.554 valid_0's huber: 16.0419
[43] valid_0's poisson: -101.66 valid_0's huber: 15.9191
[44] valid_0's poisson: -101.755 valid_0's huber: 15.8198
[45] valid_0's poisson: -101.856 valid_0's huber: 15.721
[46] valid_0's poisson: -101.952 valid_0's huber: 15.6282
[47] valid_0's poisson: -102.023 valid_0's huber: 15.5446
[48] valid_0's poisson: -102.099 valid_0's huber: 15.4735
[49] valid_0's poisson: -102.031 valid_0's huber: 15.405
[50] valid_0's poisson: -102.141 valid_0's huber: 15.3424
[51] valid_0's poisson: -102.174 valid_0's huber: 15.2803
[52] valid_0's poisson: -102.174 valid_0's huber: 15.2234
[53] valid_0's poisson: -102.226 valid_0's huber: 15.1726
[54] valid_0's poisson: -102.307 valid_0's huber: 15.1126
[55] valid_0's poisson: -102.305 valid_0's huber: 15.0591
[56] valid_0's poisson: -102.333 valid_0's huber: 15.0031
[57] valid_0's poisson: -102.386 valid_0's huber: 14.9521
[58] valid_0's poisson: -102.435 valid_0's huber: 14.9027
[59] valid_0's poisson: -102.517 valid_0's huber: 14.8602
[60] valid_0's poisson: -102.491 valid_0's huber: 14.8133
[61] valid_0's poisson: -102.535 valid_0's huber: 14.7709
[62] valid_0's poisson: -102.596 valid_0's huber: 14.7282
[63] valid_0's poisson: -102.643 valid_0's huber: 14.6829
[64] valid_0's poisson: -102.708 valid_0's huber: 14.6395
[65] valid_0's poisson: -102.781 valid_0's huber: 14.5678
[66] valid_0's poisson: -102.864 valid_0's huber: 14.5044
[67] valid_0's poisson: -102.917 valid_0's huber: 14.4443
[68] valid_0's poisson: -103.094 valid_0's huber: 14.3811
[69] valid_0's poisson: -103.223 valid_0's huber: 14.3207
[70] valid_0's poisson: -103.312 valid_0's huber: 14.2668
[71] valid_0's poisson: -103.378 valid_0's huber: 14.2155
[72] valid_0's poisson: -103.464 valid_0's huber: 14.1655
[73] valid_0's poisson: -103.473 valid_0's huber: 14.1118
[74] valid_0's poisson: -103.573 valid_0's huber: 14.0604
[75] valid_0's poisson: -103.638 valid_0's huber: 14.0119
[76] valid_0's poisson: -103.7 valid_0's huber: 13.9652
[77] valid_0's poisson: -103.785 valid_0's huber: 13.9216
[78] valid_0's poisson: -103.851 valid_0's huber: 13.8774
[79] valid_0's poisson: -103.912 valid_0's huber: 13.8359
[80] valid_0's poisson: -103.964 valid_0's huber: 13.7958
[81] valid_0's poisson: -104.021 valid_0's huber: 13.754
[82] valid_0's poisson: -104.062 valid_0's huber: 13.7171
[83] valid_0's poisson: -104.106 valid_0's huber: 13.6807
[84] valid_0's poisson: -104.134 valid_0's huber: 13.6422
[85] valid_0's poisson: -104.127 valid_0's huber: 13.6074
[86] valid_0's poisson: -104.221 valid_0's huber: 13.5723
[87] valid_0's poisson: -104.251 valid_0's huber: 13.5383
[88] valid_0's poisson: -104.28 valid_0's huber: 13.5034
[89] valid_0's poisson: -104.359 valid_0's huber: 13.469
[90] valid_0's poisson: -104.421 valid_0's huber: 13.4368
[91] valid_0's poisson: -104.429 valid_0's huber: 13.401
[92] valid_0's poisson: -104.467 valid_0's huber: 13.3679
[93] valid_0's poisson: -104.449 valid_0's huber: 13.338
[94] valid_0's poisson: -104.513 valid_0's huber: 13.3097
[95] valid_0's poisson: -104.547 valid_0's huber: 13.2812
[96] valid_0's poisson: -104.574 valid_0's huber: 13.2534
[97] valid_0's poisson: -104.539 valid_0's huber: 13.2242
[98] valid_0's poisson: -104.57 valid_0's huber: 13.1996
[99] valid_0's poisson: -104.582 valid_0's huber: 13.1683
[100] valid_0's poisson: -104.584 valid_0's huber: 13.139
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.01, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7156 valid_0's huber: 29.331
[2] valid_0's poisson: -88.2432 valid_0's huber: 28.8593
[3] valid_0's poisson: -88.7572 valid_0's huber: 28.3946
[4] valid_0's poisson: -89.2685 valid_0's huber: 27.9332
[5] valid_0's poisson: -89.761 valid_0's huber: 27.4793
[6] valid_0's poisson: -90.2411 valid_0's huber: 27.032
[7] valid_0's poisson: -90.7154 valid_0's huber: 26.5938
[8] valid_0's poisson: -91.1791 valid_0's huber: 26.1645
[9] valid_0's poisson: -91.6266 valid_0's huber: 25.7416
[10] valid_0's poisson: -92.0671 valid_0's huber: 25.3274
[11] valid_0's poisson: -92.4936 valid_0's huber: 24.9173
[12] valid_0's poisson: -92.9136 valid_0's huber: 24.5158
[13] valid_0's poisson: -93.3197 valid_0's huber: 24.1206
[14] valid_0's poisson: -93.7186 valid_0's huber: 23.7254
[15] valid_0's poisson: -94.1281 valid_0's huber: 23.3429
[16] valid_0's poisson: -94.5078 valid_0's huber: 22.9648
[17] valid_0's poisson: -94.8774 valid_0's huber: 22.5943
[18] valid_0's poisson: -95.2595 valid_0's huber: 22.2325
[19] valid_0's poisson: -95.6395 valid_0's huber: 21.8856
[20] valid_0's poisson: -96.004 valid_0's huber: 21.536
[21] valid_0's poisson: -96.3487 valid_0's huber: 21.1845
[22] valid_0's poisson: -96.7022 valid_0's huber: 20.8444
[23] valid_0's poisson: -97.0361 valid_0's huber: 20.5168
[24] valid_0's poisson: -97.3587 valid_0's huber: 20.1988
[25] valid_0's poisson: -97.6903 valid_0's huber: 19.8921
[26] valid_0's poisson: -98.0053 valid_0's huber: 19.5632
[27] valid_0's poisson: -98.3107 valid_0's huber: 19.2752
[28] valid_0's poisson: -98.6073 valid_0's huber: 18.9651
[29] valid_0's poisson: -98.8902 valid_0's huber: 18.6796
[30] valid_0's poisson: -99.1615 valid_0's huber: 18.4057
[31] valid_0's poisson: -99.4172 valid_0's huber: 18.1348
[32] valid_0's poisson: -99.6654 valid_0's huber: 17.8842
[33] valid_0's poisson: -99.9013 valid_0's huber: 17.6414
[34] valid_0's poisson: -100.117 valid_0's huber: 17.4018
[35] valid_0's poisson: -100.32 valid_0's huber: 17.1799
[36] valid_0's poisson: -100.509 valid_0's huber: 16.972
[37] valid_0's poisson: -100.696 valid_0's huber: 16.7806
[38] valid_0's poisson: -100.887 valid_0's huber: 16.594
[39] valid_0's poisson: -101.062 valid_0's huber: 16.4226
[40] valid_0's poisson: -101.223 valid_0's huber: 16.2674
[41] valid_0's poisson: -101.372 valid_0's huber: 16.1202
[42] valid_0's poisson: -101.514 valid_0's huber: 15.9845
[43] valid_0's poisson: -101.615 valid_0's huber: 15.8697
[44] valid_0's poisson: -101.71 valid_0's huber: 15.7677
[45] valid_0's poisson: -101.795 valid_0's huber: 15.6733
[46] valid_0's poisson: -101.871 valid_0's huber: 15.5895
[47] valid_0's poisson: -101.956 valid_0's huber: 15.5099
[48] valid_0's poisson: -101.896 valid_0's huber: 15.4385
[49] valid_0's poisson: -101.929 valid_0's huber: 15.3703
[50] valid_0's poisson: -102.016 valid_0's huber: 15.3064
[51] valid_0's poisson: -102.02 valid_0's huber: 15.2498
[52] valid_0's poisson: -102.108 valid_0's huber: 15.1929
[53] valid_0's poisson: -102.112 valid_0's huber: 15.1337
[54] valid_0's poisson: -102.176 valid_0's huber: 15.0764
[55] valid_0's poisson: -102.243 valid_0's huber: 15.0197
[56] valid_0's poisson: -102.259 valid_0's huber: 14.9629
[57] valid_0's poisson: -102.322 valid_0's huber: 14.9155
[58] valid_0's poisson: -102.373 valid_0's huber: 14.8657
[59] valid_0's poisson: -102.464 valid_0's huber: 14.8194
[60] valid_0's poisson: -102.51 valid_0's huber: 14.7766
[61] valid_0's poisson: -102.55 valid_0's huber: 14.7378
[62] valid_0's poisson: -102.588 valid_0's huber: 14.6963
[63] valid_0's poisson: -102.675 valid_0's huber: 14.6574
[64] valid_0's poisson: -102.713 valid_0's huber: 14.6118
[65] valid_0's poisson: -102.717 valid_0's huber: 14.5702
[66] valid_0's poisson: -102.747 valid_0's huber: 14.536
[67] valid_0's poisson: -102.764 valid_0's huber: 14.5022
[68] valid_0's poisson: -102.831 valid_0's huber: 14.4484
[69] valid_0's poisson: -102.883 valid_0's huber: 14.4169
[70] valid_0's poisson: -102.919 valid_0's huber: 14.3875
[71] valid_0's poisson: -102.953 valid_0's huber: 14.3579
[72] valid_0's poisson: -103.056 valid_0's huber: 14.3084
[73] valid_0's poisson: -103.106 valid_0's huber: 14.265
[74] valid_0's poisson: -103.143 valid_0's huber: 14.234
[75] valid_0's poisson: -103.114 valid_0's huber: 14.1941
[76] valid_0's poisson: -103.229 valid_0's huber: 14.1578
[77] valid_0's poisson: -103.235 valid_0's huber: 14.1215
[78] valid_0's poisson: -103.292 valid_0's huber: 14.081
[79] valid_0's poisson: -103.39 valid_0's huber: 14.0399
[80] valid_0's poisson: -103.39 valid_0's huber: 14.0047
[81] valid_0's poisson: -103.445 valid_0's huber: 13.9533
[82] valid_0's poisson: -103.51 valid_0's huber: 13.9032
[83] valid_0's poisson: -103.543 valid_0's huber: 13.8681
[84] valid_0's poisson: -103.588 valid_0's huber: 13.8318
[85] valid_0's poisson: -103.673 valid_0's huber: 13.7792
[86] valid_0's poisson: -103.708 valid_0's huber: 13.7503
[87] valid_0's poisson: -103.752 valid_0's huber: 13.7156
[88] valid_0's poisson: -103.79 valid_0's huber: 13.6844
[89] valid_0's poisson: -103.844 valid_0's huber: 13.6513
[90] valid_0's poisson: -103.936 valid_0's huber: 13.596
[91] valid_0's poisson: -104.041 valid_0's huber: 13.5424
[92] valid_0's poisson: -104.09 valid_0's huber: 13.4914
[93] valid_0's poisson: -104.183 valid_0's huber: 13.4421
[94] valid_0's poisson: -104.291 valid_0's huber: 13.3971
[95] valid_0's poisson: -104.345 valid_0's huber: 13.3541
[96] valid_0's poisson: -104.398 valid_0's huber: 13.3125
[97] valid_0's poisson: -104.463 valid_0's huber: 13.2732
[98] valid_0's poisson: -104.487 valid_0's huber: 13.2387
[99] valid_0's poisson: -104.519 valid_0's huber: 13.2076
[100] valid_0's poisson: -104.577 valid_0's huber: 13.1771
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.01, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7063 valid_0's huber: 29.3663
[2] valid_0's poisson: -88.2302 valid_0's huber: 28.8971
[3] valid_0's poisson: -88.7478 valid_0's huber: 28.4356
[4] valid_0's poisson: -89.2464 valid_0's huber: 27.9814
[5] valid_0's poisson: -89.7382 valid_0's huber: 27.5354
[6] valid_0's poisson: -90.2217 valid_0's huber: 27.094
[7] valid_0's poisson: -90.6893 valid_0's huber: 26.6594
[8] valid_0's poisson: -91.1497 valid_0's huber: 26.2333
[9] valid_0's poisson: -91.5985 valid_0's huber: 25.8159
[10] valid_0's poisson: -92.0412 valid_0's huber: 25.3931
[11] valid_0's poisson: -92.4715 valid_0's huber: 24.9779
[12] valid_0's poisson: -92.913 valid_0's huber: 24.5881
[13] valid_0's poisson: -93.3435 valid_0's huber: 24.1921
[14] valid_0's poisson: -93.7648 valid_0's huber: 23.8029
[15] valid_0's poisson: -94.159 valid_0's huber: 23.4202
[16] valid_0's poisson: -94.5589 valid_0's huber: 23.0442
[17] valid_0's poisson: -94.9493 valid_0's huber: 22.6744
[18] valid_0's poisson: -95.3114 valid_0's huber: 22.3087
[19] valid_0's poisson: -95.6673 valid_0's huber: 21.9474
[20] valid_0's poisson: -96.0397 valid_0's huber: 21.6055
[21] valid_0's poisson: -96.4016 valid_0's huber: 21.2571
[22] valid_0's poisson: -96.7455 valid_0's huber: 20.9206
[23] valid_0's poisson: -97.0713 valid_0's huber: 20.59
[24] valid_0's poisson: -97.4057 valid_0's huber: 20.2621
[25] valid_0's poisson: -97.7235 valid_0's huber: 19.9293
[26] valid_0's poisson: -98.0524 valid_0's huber: 19.6234
[27] valid_0's poisson: -98.3635 valid_0's huber: 19.3063
[28] valid_0's poisson: -98.6604 valid_0's huber: 19.0232
[29] valid_0's poisson: -98.9396 valid_0's huber: 18.7434
[30] valid_0's poisson: -99.2081 valid_0's huber: 18.4758
[31] valid_0's poisson: -99.4749 valid_0's huber: 18.2064
[32] valid_0's poisson: -99.7284 valid_0's huber: 17.9497
[33] valid_0's poisson: -99.968 valid_0's huber: 17.6958
[34] valid_0's poisson: -100.198 valid_0's huber: 17.4621
[35] valid_0's poisson: -100.414 valid_0's huber: 17.2379
[36] valid_0's poisson: -100.608 valid_0's huber: 17.0217
[37] valid_0's poisson: -100.8 valid_0's huber: 16.8298
[38] valid_0's poisson: -100.992 valid_0's huber: 16.6413
[39] valid_0's poisson: -101.169 valid_0's huber: 16.4685
[40] valid_0's poisson: -101.332 valid_0's huber: 16.3036
[41] valid_0's poisson: -101.472 valid_0's huber: 16.1541
[42] valid_0's poisson: -101.598 valid_0's huber: 16.0259
[43] valid_0's poisson: -101.659 valid_0's huber: 15.9083
[44] valid_0's poisson: -101.759 valid_0's huber: 15.8064
[45] valid_0's poisson: -101.829 valid_0's huber: 15.7097
[46] valid_0's poisson: -101.899 valid_0's huber: 15.6262
[47] valid_0's poisson: -101.969 valid_0's huber: 15.5417
[48] valid_0's poisson: -102.045 valid_0's huber: 15.4644
[49] valid_0's poisson: -102.075 valid_0's huber: 15.3944
[50] valid_0's poisson: -102.114 valid_0's huber: 15.3311
[51] valid_0's poisson: -102.174 valid_0's huber: 15.2717
[52] valid_0's poisson: -102.237 valid_0's huber: 15.2204
[53] valid_0's poisson: -102.282 valid_0's huber: 15.1675
[54] valid_0's poisson: -102.328 valid_0's huber: 15.1186
[55] valid_0's poisson: -102.375 valid_0's huber: 15.0727
[56] valid_0's poisson: -102.437 valid_0's huber: 15.0185
[57] valid_0's poisson: -102.398 valid_0's huber: 14.9645
[58] valid_0's poisson: -102.431 valid_0's huber: 14.9162
[59] valid_0's poisson: -102.547 valid_0's huber: 14.8565
[60] valid_0's poisson: -102.617 valid_0's huber: 14.8032
[61] valid_0's poisson: -102.667 valid_0's huber: 14.7541
[62] valid_0's poisson: -102.702 valid_0's huber: 14.7042
[63] valid_0's poisson: -102.805 valid_0's huber: 14.6594
[64] valid_0's poisson: -102.849 valid_0's huber: 14.6158
[65] valid_0's poisson: -102.907 valid_0's huber: 14.5737
[66] valid_0's poisson: -102.916 valid_0's huber: 14.5032
[67] valid_0's poisson: -102.988 valid_0's huber: 14.4328
[68] valid_0's poisson: -103.138 valid_0's huber: 14.3712
[69] valid_0's poisson: -103.164 valid_0's huber: 14.3129
[70] valid_0's poisson: -103.231 valid_0's huber: 14.2577
[71] valid_0's poisson: -103.301 valid_0's huber: 14.2032
[72] valid_0's poisson: -103.344 valid_0's huber: 14.1494
[73] valid_0's poisson: -103.409 valid_0's huber: 14.1011
[74] valid_0's poisson: -103.494 valid_0's huber: 14.0549
[75] valid_0's poisson: -103.534 valid_0's huber: 14.0062
[76] valid_0's poisson: -103.631 valid_0's huber: 13.9617
[77] valid_0's poisson: -103.592 valid_0's huber: 13.9203
[78] valid_0's poisson: -103.669 valid_0's huber: 13.8777
[79] valid_0's poisson: -103.693 valid_0's huber: 13.8383
[80] valid_0's poisson: -103.748 valid_0's huber: 13.8018
[81] valid_0's poisson: -103.822 valid_0's huber: 13.7542
[82] valid_0's poisson: -103.874 valid_0's huber: 13.7111
[83] valid_0's poisson: -103.878 valid_0's huber: 13.6709
[84] valid_0's poisson: -103.936 valid_0's huber: 13.6297
[85] valid_0's poisson: -103.973 valid_0's huber: 13.5938
[86] valid_0's poisson: -104.005 valid_0's huber: 13.5593
[87] valid_0's poisson: -104.052 valid_0's huber: 13.5213
[88] valid_0's poisson: -104.06 valid_0's huber: 13.4893
[89] valid_0's poisson: -104.14 valid_0's huber: 13.4543
[90] valid_0's poisson: -104.189 valid_0's huber: 13.4199
[91] valid_0's poisson: -104.212 valid_0's huber: 13.3841
[92] valid_0's poisson: -104.208 valid_0's huber: 13.3533
[93] valid_0's poisson: -104.177 valid_0's huber: 13.3246
[94] valid_0's poisson: -104.21 valid_0's huber: 13.297
[95] valid_0's poisson: -104.287 valid_0's huber: 13.2656
[96] valid_0's poisson: -104.266 valid_0's huber: 13.2348
[97] valid_0's poisson: -104.317 valid_0's huber: 13.2095
[98] valid_0's poisson: -104.351 valid_0's huber: 13.1851
[99] valid_0's poisson: -104.404 valid_0's huber: 13.156
[100] valid_0's poisson: -104.383 valid_0's huber: 13.1281
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.01, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7112 valid_0's huber: 29.3198
[2] valid_0's poisson: -88.2333 valid_0's huber: 28.8538
[3] valid_0's poisson: -88.7485 valid_0's huber: 28.3953
[4] valid_0's poisson: -89.2447 valid_0's huber: 27.9445
[5] valid_0's poisson: -89.7373 valid_0's huber: 27.4987
[6] valid_0's poisson: -90.214 valid_0's huber: 27.0576
[7] valid_0's poisson: -90.6857 valid_0's huber: 26.6244
[8] valid_0's poisson: -91.1486 valid_0's huber: 26.1884
[9] valid_0's poisson: -91.5943 valid_0's huber: 25.7732
[10] valid_0's poisson: -92.0308 valid_0's huber: 25.3536
[11] valid_0's poisson: -92.4561 valid_0's huber: 24.9463
[12] valid_0's poisson: -92.8753 valid_0's huber: 24.5462
[13] valid_0's poisson: -93.3082 valid_0's huber: 24.1496
[14] valid_0's poisson: -93.73 valid_0's huber: 23.7602
[15] valid_0's poisson: -94.1207 valid_0's huber: 23.3722
[16] valid_0's poisson: -94.5299 valid_0's huber: 23.0047
[17] valid_0's poisson: -94.9012 valid_0's huber: 22.6344
[18] valid_0's poisson: -95.2869 valid_0's huber: 22.2708
[19] valid_0's poisson: -95.6591 valid_0's huber: 21.9132
[20] valid_0's poisson: -96.0181 valid_0's huber: 21.5577
[21] valid_0's poisson: -96.3899 valid_0's huber: 21.2183
[22] valid_0's poisson: -96.7368 valid_0's huber: 20.88
[23] valid_0's poisson: -97.0724 valid_0's huber: 20.5512
[24] valid_0's poisson: -97.3975 valid_0's huber: 20.2299
[25] valid_0's poisson: -97.7204 valid_0's huber: 19.9248
[26] valid_0's poisson: -98.0334 valid_0's huber: 19.5966
[27] valid_0's poisson: -98.3484 valid_0's huber: 19.3052
[28] valid_0's poisson: -98.6434 valid_0's huber: 18.9935
[29] valid_0's poisson: -98.9365 valid_0's huber: 18.7208
[30] valid_0's poisson: -99.2 valid_0's huber: 18.4382
[31] valid_0's poisson: -99.4636 valid_0's huber: 18.1724
[32] valid_0's poisson: -99.7137 valid_0's huber: 17.9198
[33] valid_0's poisson: -99.951 valid_0's huber: 17.6787
[34] valid_0's poisson: -100.176 valid_0's huber: 17.4439
[35] valid_0's poisson: -100.383 valid_0's huber: 17.2129
[36] valid_0's poisson: -100.572 valid_0's huber: 17.0013
[37] valid_0's poisson: -100.763 valid_0's huber: 16.8085
[38] valid_0's poisson: -100.951 valid_0's huber: 16.6249
[39] valid_0's poisson: -101.125 valid_0's huber: 16.4547
[40] valid_0's poisson: -101.284 valid_0's huber: 16.3015
[41] valid_0's poisson: -101.423 valid_0's huber: 16.1489
[42] valid_0's poisson: -101.551 valid_0's huber: 16.0193
[43] valid_0's poisson: -101.645 valid_0's huber: 15.9025
[44] valid_0's poisson: -101.74 valid_0's huber: 15.803
[45] valid_0's poisson: -101.835 valid_0's huber: 15.7084
[46] valid_0's poisson: -101.921 valid_0's huber: 15.6175
[47] valid_0's poisson: -101.995 valid_0's huber: 15.5423
[48] valid_0's poisson: -102.071 valid_0's huber: 15.4665
[49] valid_0's poisson: -102.069 valid_0's huber: 15.3998
[50] valid_0's poisson: -102.093 valid_0's huber: 15.3354
[51] valid_0's poisson: -102.056 valid_0's huber: 15.2795
[52] valid_0's poisson: -102.188 valid_0's huber: 15.2248
[53] valid_0's poisson: -102.156 valid_0's huber: 15.176
[54] valid_0's poisson: -102.219 valid_0's huber: 15.1185
[55] valid_0's poisson: -102.271 valid_0's huber: 15.0551
[56] valid_0's poisson: -102.347 valid_0's huber: 14.9993
[57] valid_0's poisson: -102.336 valid_0's huber: 14.9492
[58] valid_0's poisson: -102.407 valid_0's huber: 14.8971
[59] valid_0's poisson: -102.381 valid_0's huber: 14.8517
[60] valid_0's poisson: -102.428 valid_0's huber: 14.8078
[61] valid_0's poisson: -102.469 valid_0's huber: 14.7651
[62] valid_0's poisson: -102.5 valid_0's huber: 14.7294
[63] valid_0's poisson: -102.572 valid_0's huber: 14.6881
[64] valid_0's poisson: -102.573 valid_0's huber: 14.6489
[65] valid_0's poisson: -102.647 valid_0's huber: 14.6099
[66] valid_0's poisson: -102.698 valid_0's huber: 14.5583
[67] valid_0's poisson: -102.834 valid_0's huber: 14.4929
[68] valid_0's poisson: -102.914 valid_0's huber: 14.4334
[69] valid_0's poisson: -102.987 valid_0's huber: 14.3765
[70] valid_0's poisson: -103.07 valid_0's huber: 14.3227
[71] valid_0's poisson: -103.181 valid_0's huber: 14.2728
[72] valid_0's poisson: -103.222 valid_0's huber: 14.2165
[73] valid_0's poisson: -103.23 valid_0's huber: 14.1667
[74] valid_0's poisson: -103.353 valid_0's huber: 14.1165
[75] valid_0's poisson: -103.444 valid_0's huber: 14.0705
[76] valid_0's poisson: -103.497 valid_0's huber: 14.0264
[77] valid_0's poisson: -103.572 valid_0's huber: 13.9864
[78] valid_0's poisson: -103.617 valid_0's huber: 13.9403
[79] valid_0's poisson: -103.676 valid_0's huber: 13.8963
[80] valid_0's poisson: -103.745 valid_0's huber: 13.8572
[81] valid_0's poisson: -103.796 valid_0's huber: 13.8154
[82] valid_0's poisson: -103.867 valid_0's huber: 13.7788
[83] valid_0's poisson: -103.913 valid_0's huber: 13.737
[84] valid_0's poisson: -103.962 valid_0's huber: 13.6997
[85] valid_0's poisson: -104.015 valid_0's huber: 13.6575
[86] valid_0's poisson: -104.057 valid_0's huber: 13.6259
[87] valid_0's poisson: -104.115 valid_0's huber: 13.5919
[88] valid_0's poisson: -104.156 valid_0's huber: 13.5578
[89] valid_0's poisson: -104.202 valid_0's huber: 13.5223
[90] valid_0's poisson: -104.239 valid_0's huber: 13.4913
[91] valid_0's poisson: -104.269 valid_0's huber: 13.461
[92] valid_0's poisson: -104.308 valid_0's huber: 13.4279
[93] valid_0's poisson: -104.353 valid_0's huber: 13.3973
[94] valid_0's poisson: -104.387 valid_0's huber: 13.3655
[95] valid_0's poisson: -104.432 valid_0's huber: 13.3362
[96] valid_0's poisson: -104.427 valid_0's huber: 13.31
[97] valid_0's poisson: -104.47 valid_0's huber: 13.2812
[98] valid_0's poisson: -104.53 valid_0's huber: 13.2529
[99] valid_0's poisson: -104.634 valid_0's huber: 13.2118
[100] valid_0's poisson: -104.725 valid_0's huber: 13.1768
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.01, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7046 valid_0's huber: 29.4107
[2] valid_0's poisson: -88.2267 valid_0's huber: 28.9425
[3] valid_0's poisson: -88.7429 valid_0's huber: 28.4818
[4] valid_0's poisson: -89.2468 valid_0's huber: 28.0281
[5] valid_0's poisson: -89.7341 valid_0's huber: 27.5801
[6] valid_0's poisson: -90.2173 valid_0's huber: 27.1379
[7] valid_0's poisson: -90.6803 valid_0's huber: 26.7026
[8] valid_0's poisson: -91.1418 valid_0's huber: 26.2746
[9] valid_0's poisson: -91.5864 valid_0's huber: 25.8548
[10] valid_0's poisson: -92.022 valid_0's huber: 25.4391
[11] valid_0's poisson: -92.4391 valid_0's huber: 25.0346
[12] valid_0's poisson: -92.857 valid_0's huber: 24.6344
[13] valid_0's poisson: -93.2695 valid_0's huber: 24.2306
[14] valid_0's poisson: -93.6923 valid_0's huber: 23.8512
[15] valid_0's poisson: -94.0866 valid_0's huber: 23.4601
[16] valid_0's poisson: -94.4912 valid_0's huber: 23.0819
[17] valid_0's poisson: -94.8909 valid_0's huber: 22.7173
[18] valid_0's poisson: -95.2665 valid_0's huber: 22.3432
[19] valid_0's poisson: -95.6443 valid_0's huber: 21.9834
[20] valid_0's poisson: -96.0092 valid_0's huber: 21.6308
[21] valid_0's poisson: -96.3633 valid_0's huber: 21.2854
[22] valid_0's poisson: -96.6987 valid_0's huber: 20.9417
[23] valid_0's poisson: -97.0159 valid_0's huber: 20.6093
[24] valid_0's poisson: -97.3404 valid_0's huber: 20.2895
[25] valid_0's poisson: -97.6648 valid_0's huber: 19.9799
[26] valid_0's poisson: -97.9705 valid_0's huber: 19.6751
[27] valid_0's poisson: -98.2721 valid_0's huber: 19.3562
[28] valid_0's poisson: -98.5709 valid_0's huber: 19.0741
[29] valid_0's poisson: -98.8448 valid_0's huber: 18.7986
[30] valid_0's poisson: -99.1116 valid_0's huber: 18.5298
[31] valid_0's poisson: -99.3767 valid_0's huber: 18.2472
[32] valid_0's poisson: -99.6299 valid_0's huber: 17.9891
[33] valid_0's poisson: -99.8705 valid_0's huber: 17.7438
[34] valid_0's poisson: -100.097 valid_0's huber: 17.5082
[35] valid_0's poisson: -100.322 valid_0's huber: 17.2679
[36] valid_0's poisson: -100.516 valid_0's huber: 17.0505
[37] valid_0's poisson: -100.708 valid_0's huber: 16.8571
[38] valid_0's poisson: -100.896 valid_0's huber: 16.6723
[39] valid_0's poisson: -101.065 valid_0's huber: 16.5026
[40] valid_0's poisson: -101.229 valid_0's huber: 16.3431
[41] valid_0's poisson: -101.369 valid_0's huber: 16.2007
[42] valid_0's poisson: -101.502 valid_0's huber: 16.0716
[43] valid_0's poisson: -101.562 valid_0's huber: 15.9541
[44] valid_0's poisson: -101.656 valid_0's huber: 15.8522
[45] valid_0's poisson: -101.751 valid_0's huber: 15.7582
[46] valid_0's poisson: -101.793 valid_0's huber: 15.6751
[47] valid_0's poisson: -101.864 valid_0's huber: 15.593
[48] valid_0's poisson: -101.938 valid_0's huber: 15.5184
[49] valid_0's poisson: -101.989 valid_0's huber: 15.4523
[50] valid_0's poisson: -102.02 valid_0's huber: 15.3879
[51] valid_0's poisson: -102.071 valid_0's huber: 15.3304
[52] valid_0's poisson: -102.117 valid_0's huber: 15.277
[53] valid_0's poisson: -102.196 valid_0's huber: 15.2092
[54] valid_0's poisson: -102.23 valid_0's huber: 15.1673
[55] valid_0's poisson: -102.232 valid_0's huber: 15.1082
[56] valid_0's poisson: -102.314 valid_0's huber: 15.053
[57] valid_0's poisson: -102.375 valid_0's huber: 14.9905
[58] valid_0's poisson: -102.418 valid_0's huber: 14.9345
[59] valid_0's poisson: -102.46 valid_0's huber: 14.8816
[60] valid_0's poisson: -102.512 valid_0's huber: 14.8339
[61] valid_0's poisson: -102.548 valid_0's huber: 14.7878
[62] valid_0's poisson: -102.612 valid_0's huber: 14.7382
[63] valid_0's poisson: -102.679 valid_0's huber: 14.6962
[64] valid_0's poisson: -102.7 valid_0's huber: 14.6554
[65] valid_0's poisson: -102.763 valid_0's huber: 14.6142
[66] valid_0's poisson: -102.81 valid_0's huber: 14.5762
[67] valid_0's poisson: -102.857 valid_0's huber: 14.5413
[68] valid_0's poisson: -102.903 valid_0's huber: 14.5075
[69] valid_0's poisson: -102.949 valid_0's huber: 14.473
[70] valid_0's poisson: -103.085 valid_0's huber: 14.4055
[71] valid_0's poisson: -103.175 valid_0's huber: 14.3435
[72] valid_0's poisson: -103.22 valid_0's huber: 14.2839
[73] valid_0's poisson: -103.353 valid_0's huber: 14.2284
[74] valid_0's poisson: -103.448 valid_0's huber: 14.175
[75] valid_0's poisson: -103.464 valid_0's huber: 14.1256
[76] valid_0's poisson: -103.473 valid_0's huber: 14.0747
[77] valid_0's poisson: -103.574 valid_0's huber: 14.0281
[78] valid_0's poisson: -103.653 valid_0's huber: 13.9761
[79] valid_0's poisson: -103.739 valid_0's huber: 13.9312
[80] valid_0's poisson: -103.803 valid_0's huber: 13.8863
[81] valid_0's poisson: -103.824 valid_0's huber: 13.8427
[82] valid_0's poisson: -103.892 valid_0's huber: 13.8009
[83] valid_0's poisson: -103.963 valid_0's huber: 13.7611
[84] valid_0's poisson: -104.008 valid_0's huber: 13.7218
[85] valid_0's poisson: -104.013 valid_0's huber: 13.6825
[86] valid_0's poisson: -104.081 valid_0's huber: 13.6439
[87] valid_0's poisson: -104.121 valid_0's huber: 13.6058
[88] valid_0's poisson: -104.154 valid_0's huber: 13.5715
[89] valid_0's poisson: -104.199 valid_0's huber: 13.5354
[90] valid_0's poisson: -104.241 valid_0's huber: 13.5019
[91] valid_0's poisson: -104.29 valid_0's huber: 13.4696
[92] valid_0's poisson: -104.331 valid_0's huber: 13.4338
[93] valid_0's poisson: -104.409 valid_0's huber: 13.4011
[94] valid_0's poisson: -104.409 valid_0's huber: 13.3645
[95] valid_0's poisson: -104.447 valid_0's huber: 13.3343
[96] valid_0's poisson: -104.462 valid_0's huber: 13.3035
[97] valid_0's poisson: -104.504 valid_0's huber: 13.2727
[98] valid_0's poisson: -104.537 valid_0's huber: 13.245
[99] valid_0's poisson: -104.566 valid_0's huber: 13.2186
[100] valid_0's poisson: -104.583 valid_0's huber: 13.1855
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.01, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2107 valid_0's huber: 29.7797
[2] valid_0's poisson: -87.2476 valid_0's huber: 29.7476
[3] valid_0's poisson: -87.2845 valid_0's huber: 29.7156
[4] valid_0's poisson: -87.3213 valid_0's huber: 29.6836
[5] valid_0's poisson: -87.3581 valid_0's huber: 29.6516
[6] valid_0's poisson: -87.3948 valid_0's huber: 29.6197
[7] valid_0's poisson: -87.4314 valid_0's huber: 29.5878
[8] valid_0's poisson: -87.468 valid_0's huber: 29.5559
[9] valid_0's poisson: -87.5046 valid_0's huber: 29.5241
[10] valid_0's poisson: -87.5409 valid_0's huber: 29.4924
[11] valid_0's poisson: -87.5771 valid_0's huber: 29.4604
[12] valid_0's poisson: -87.6135 valid_0's huber: 29.4287
[13] valid_0's poisson: -87.6495 valid_0's huber: 29.3968
[14] valid_0's poisson: -87.6857 valid_0's huber: 29.3651
[15] valid_0's poisson: -87.7218 valid_0's huber: 29.3336
[16] valid_0's poisson: -87.7578 valid_0's huber: 29.3017
[17] valid_0's poisson: -87.7937 valid_0's huber: 29.2702
[18] valid_0's poisson: -87.8296 valid_0's huber: 29.2384
[19] valid_0's poisson: -87.8654 valid_0's huber: 29.207
[20] valid_0's poisson: -87.9013 valid_0's huber: 29.1755
[21] valid_0's poisson: -87.9369 valid_0's huber: 29.1438
[22] valid_0's poisson: -87.9727 valid_0's huber: 29.1124
[23] valid_0's poisson: -88.0082 valid_0's huber: 29.0809
[24] valid_0's poisson: -88.0438 valid_0's huber: 29.0496
[25] valid_0's poisson: -88.0794 valid_0's huber: 29.0182
[26] valid_0's poisson: -88.1147 valid_0's huber: 28.9868
[27] valid_0's poisson: -88.1502 valid_0's huber: 28.9555
[28] valid_0's poisson: -88.1855 valid_0's huber: 28.9243
[29] valid_0's poisson: -88.2209 valid_0's huber: 28.8931
[30] valid_0's poisson: -88.256 valid_0's huber: 28.8618
[31] valid_0's poisson: -88.2912 valid_0's huber: 28.8309
[32] valid_0's poisson: -88.3263 valid_0's huber: 28.7999
[33] valid_0's poisson: -88.3612 valid_0's huber: 28.7688
[34] valid_0's poisson: -88.3962 valid_0's huber: 28.7379
[35] valid_0's poisson: -88.431 valid_0's huber: 28.7068
[36] valid_0's poisson: -88.4659 valid_0's huber: 28.676
[37] valid_0's poisson: -88.5006 valid_0's huber: 28.645
[38] valid_0's poisson: -88.5353 valid_0's huber: 28.6142
[39] valid_0's poisson: -88.5699 valid_0's huber: 28.5833
[40] valid_0's poisson: -88.6045 valid_0's huber: 28.5526
[41] valid_0's poisson: -88.639 valid_0's huber: 28.5217
[42] valid_0's poisson: -88.6734 valid_0's huber: 28.4908
[43] valid_0's poisson: -88.7079 valid_0's huber: 28.4602
[44] valid_0's poisson: -88.7423 valid_0's huber: 28.4297
[45] valid_0's poisson: -88.7765 valid_0's huber: 28.3989
[46] valid_0's poisson: -88.8108 valid_0's huber: 28.3684
[47] valid_0's poisson: -88.8449 valid_0's huber: 28.3377
[48] valid_0's poisson: -88.879 valid_0's huber: 28.3071
[49] valid_0's poisson: -88.9131 valid_0's huber: 28.2767
[50] valid_0's poisson: -88.9471 valid_0's huber: 28.2461
[51] valid_0's poisson: -88.9811 valid_0's huber: 28.2158
[52] valid_0's poisson: -89.0149 valid_0's huber: 28.1853
[53] valid_0's poisson: -89.0488 valid_0's huber: 28.155
[54] valid_0's poisson: -89.0827 valid_0's huber: 28.1248
[55] valid_0's poisson: -89.1165 valid_0's huber: 28.0945
[56] valid_0's poisson: -89.1503 valid_0's huber: 28.0643
[57] valid_0's poisson: -89.184 valid_0's huber: 28.0342
[58] valid_0's poisson: -89.2176 valid_0's huber: 28.0038
[59] valid_0's poisson: -89.2512 valid_0's huber: 27.9737
[60] valid_0's poisson: -89.2848 valid_0's huber: 27.9436
[61] valid_0's poisson: -89.3182 valid_0's huber: 27.9136
[62] valid_0's poisson: -89.3516 valid_0's huber: 27.8834
[63] valid_0's poisson: -89.385 valid_0's huber: 27.8534
[64] valid_0's poisson: -89.4183 valid_0's huber: 27.8233
[65] valid_0's poisson: -89.4516 valid_0's huber: 27.7934
[66] valid_0's poisson: -89.4849 valid_0's huber: 27.7635
[67] valid_0's poisson: -89.518 valid_0's huber: 27.7335
[68] valid_0's poisson: -89.5513 valid_0's huber: 27.7035
[69] valid_0's poisson: -89.5844 valid_0's huber: 27.6735
[70] valid_0's poisson: -89.6174 valid_0's huber: 27.6435
[71] valid_0's poisson: -89.6505 valid_0's huber: 27.6136
[72] valid_0's poisson: -89.6834 valid_0's huber: 27.5837
[73] valid_0's poisson: -89.7164 valid_0's huber: 27.5539
[74] valid_0's poisson: -89.7492 valid_0's huber: 27.5241
[75] valid_0's poisson: -89.782 valid_0's huber: 27.4942
[76] valid_0's poisson: -89.8148 valid_0's huber: 27.4645
[77] valid_0's poisson: -89.8474 valid_0's huber: 27.4347
[78] valid_0's poisson: -89.8802 valid_0's huber: 27.4051
[79] valid_0's poisson: -89.9127 valid_0's huber: 27.3754
[80] valid_0's poisson: -89.9454 valid_0's huber: 27.3458
[81] valid_0's poisson: -89.978 valid_0's huber: 27.3162
[82] valid_0's poisson: -90.0104 valid_0's huber: 27.2866
[83] valid_0's poisson: -90.0429 valid_0's huber: 27.2571
[84] valid_0's poisson: -90.0753 valid_0's huber: 27.2277
[85] valid_0's poisson: -90.1096 valid_0's huber: 27.1989
[86] valid_0's poisson: -90.1417 valid_0's huber: 27.1693
[87] valid_0's poisson: -90.1739 valid_0's huber: 27.1399
[88] valid_0's poisson: -90.208 valid_0's huber: 27.111
[89] valid_0's poisson: -90.2421 valid_0's huber: 27.0823
[90] valid_0's poisson: -90.274 valid_0's huber: 27.0529
[91] valid_0's poisson: -90.3081 valid_0's huber: 27.0242
[92] valid_0's poisson: -90.3399 valid_0's huber: 26.9949
[93] valid_0's poisson: -90.3738 valid_0's huber: 26.9662
[94] valid_0's poisson: -90.4076 valid_0's huber: 26.9376
[95] valid_0's poisson: -90.4393 valid_0's huber: 26.9084
[96] valid_0's poisson: -90.4731 valid_0's huber: 26.8799
[97] valid_0's poisson: -90.5068 valid_0's huber: 26.8513
[98] valid_0's poisson: -90.5404 valid_0's huber: 26.8227
[99] valid_0's poisson: -90.574 valid_0's huber: 26.7942
[100] valid_0's poisson: -90.6075 valid_0's huber: 26.7659
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.211 valid_0's huber: 29.7779
[2] valid_0's poisson: -87.2479 valid_0's huber: 29.7462
[3] valid_0's poisson: -87.2848 valid_0's huber: 29.7144
[4] valid_0's poisson: -87.3216 valid_0's huber: 29.6827
[5] valid_0's poisson: -87.3584 valid_0's huber: 29.6511
[6] valid_0's poisson: -87.3951 valid_0's huber: 29.6194
[7] valid_0's poisson: -87.4317 valid_0's huber: 29.5878
[8] valid_0's poisson: -87.4683 valid_0's huber: 29.5562
[9] valid_0's poisson: -87.5059 valid_0's huber: 29.5249
[10] valid_0's poisson: -87.5433 valid_0's huber: 29.4936
[11] valid_0's poisson: -87.5808 valid_0's huber: 29.4623
[12] valid_0's poisson: -87.6182 valid_0's huber: 29.431
[13] valid_0's poisson: -87.6555 valid_0's huber: 29.3998
[14] valid_0's poisson: -87.6927 valid_0's huber: 29.3686
[15] valid_0's poisson: -87.73 valid_0's huber: 29.3374
[16] valid_0's poisson: -87.7671 valid_0's huber: 29.3063
[17] valid_0's poisson: -87.8042 valid_0's huber: 29.2752
[18] valid_0's poisson: -87.8412 valid_0's huber: 29.2441
[19] valid_0's poisson: -87.8782 valid_0's huber: 29.213
[20] valid_0's poisson: -87.9151 valid_0's huber: 29.182
[21] valid_0's poisson: -87.952 valid_0's huber: 29.151
[22] valid_0's poisson: -87.9888 valid_0's huber: 29.12
[23] valid_0's poisson: -88.0255 valid_0's huber: 29.0891
[24] valid_0's poisson: -88.0622 valid_0's huber: 29.0582
[25] valid_0's poisson: -88.0988 valid_0's huber: 29.0273
[26] valid_0's poisson: -88.1354 valid_0's huber: 28.9964
[27] valid_0's poisson: -88.1719 valid_0's huber: 28.9656
[28] valid_0's poisson: -88.2084 valid_0's huber: 28.9348
[29] valid_0's poisson: -88.2448 valid_0's huber: 28.904
[30] valid_0's poisson: -88.2812 valid_0's huber: 28.8733
[31] valid_0's poisson: -88.3175 valid_0's huber: 28.8426
[32] valid_0's poisson: -88.3531 valid_0's huber: 28.8108
[33] valid_0's poisson: -88.3886 valid_0's huber: 28.7791
[34] valid_0's poisson: -88.4248 valid_0's huber: 28.7484
[35] valid_0's poisson: -88.4602 valid_0's huber: 28.7168
[36] valid_0's poisson: -88.4956 valid_0's huber: 28.6851
[37] valid_0's poisson: -88.5309 valid_0's huber: 28.6535
[38] valid_0's poisson: -88.5664 valid_0's huber: 28.622
[39] valid_0's poisson: -88.6016 valid_0's huber: 28.5904
[40] valid_0's poisson: -88.637 valid_0's huber: 28.5589
[41] valid_0's poisson: -88.6724 valid_0's huber: 28.5274
[42] valid_0's poisson: -88.7074 valid_0's huber: 28.496
[43] valid_0's poisson: -88.7427 valid_0's huber: 28.4646
[44] valid_0's poisson: -88.7775 valid_0's huber: 28.4332
[45] valid_0's poisson: -88.8132 valid_0's huber: 28.4028
[46] valid_0's poisson: -88.8483 valid_0's huber: 28.3715
[47] valid_0's poisson: -88.8833 valid_0's huber: 28.3402
[48] valid_0's poisson: -88.9179 valid_0's huber: 28.309
[49] valid_0's poisson: -88.9528 valid_0's huber: 28.2778
[50] valid_0's poisson: -88.9877 valid_0's huber: 28.2466
[51] valid_0's poisson: -89.0222 valid_0's huber: 28.2154
[52] valid_0's poisson: -89.0569 valid_0's huber: 28.1843
[53] valid_0's poisson: -89.0916 valid_0's huber: 28.1532
[54] valid_0's poisson: -89.1259 valid_0's huber: 28.1221
[55] valid_0's poisson: -89.1605 valid_0's huber: 28.0911
[56] valid_0's poisson: -89.1951 valid_0's huber: 28.06
[57] valid_0's poisson: -89.2295 valid_0's huber: 28.029
[58] valid_0's poisson: -89.2636 valid_0's huber: 27.9981
[59] valid_0's poisson: -89.298 valid_0's huber: 27.9671
[60] valid_0's poisson: -89.3323 valid_0's huber: 27.9362
[61] valid_0's poisson: -89.3663 valid_0's huber: 27.9053
[62] valid_0's poisson: -89.4004 valid_0's huber: 27.8745
[63] valid_0's poisson: -89.4346 valid_0's huber: 27.8437
[64] valid_0's poisson: -89.4683 valid_0's huber: 27.8129
[65] valid_0's poisson: -89.5024 valid_0's huber: 27.7821
[66] valid_0's poisson: -89.5363 valid_0's huber: 27.7514
[67] valid_0's poisson: -89.5699 valid_0's huber: 27.7207
[68] valid_0's poisson: -89.6038 valid_0's huber: 27.6901
[69] valid_0's poisson: -89.6376 valid_0's huber: 27.6594
[70] valid_0's poisson: -89.671 valid_0's huber: 27.6289
[71] valid_0's poisson: -89.7047 valid_0's huber: 27.5983
[72] valid_0's poisson: -89.7382 valid_0's huber: 27.5678
[73] valid_0's poisson: -89.7716 valid_0's huber: 27.5373
[74] valid_0's poisson: -89.805 valid_0's huber: 27.5068
[75] valid_0's poisson: -89.8385 valid_0's huber: 27.4764
[76] valid_0's poisson: -89.8716 valid_0's huber: 27.446
[77] valid_0's poisson: -89.905 valid_0's huber: 27.4156
[78] valid_0's poisson: -89.9383 valid_0's huber: 27.3852
[79] valid_0's poisson: -89.9712 valid_0's huber: 27.3549
[80] valid_0's poisson: -90.0044 valid_0's huber: 27.3245
[81] valid_0's poisson: -90.0376 valid_0's huber: 27.2942
[82] valid_0's poisson: -90.0704 valid_0's huber: 27.264
[83] valid_0's poisson: -90.1035 valid_0's huber: 27.2338
[84] valid_0's poisson: -90.1365 valid_0's huber: 27.2036
[85] valid_0's poisson: -90.1691 valid_0's huber: 27.1735
[86] valid_0's poisson: -90.202 valid_0's huber: 27.1433
[87] valid_0's poisson: -90.2345 valid_0's huber: 27.1133
[88] valid_0's poisson: -90.2673 valid_0's huber: 27.0832
[89] valid_0's poisson: -90.2999 valid_0's huber: 27.0533
[90] valid_0's poisson: -90.3323 valid_0's huber: 27.0234
[91] valid_0's poisson: -90.3649 valid_0's huber: 26.9935
[92] valid_0's poisson: -90.3974 valid_0's huber: 26.9637
[93] valid_0's poisson: -90.4297 valid_0's huber: 26.9339
[94] valid_0's poisson: -90.4621 valid_0's huber: 26.9042
[95] valid_0's poisson: -90.4945 valid_0's huber: 26.8745
[96] valid_0's poisson: -90.5265 valid_0's huber: 26.8449
[97] valid_0's poisson: -90.5588 valid_0's huber: 26.8153
[98] valid_0's poisson: -90.5907 valid_0's huber: 26.7857
[99] valid_0's poisson: -90.6228 valid_0's huber: 26.7562
[100] valid_0's poisson: -90.6548 valid_0's huber: 26.7267
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2065 valid_0's huber: 29.8104
[2] valid_0's poisson: -87.2434 valid_0's huber: 29.778
[3] valid_0's poisson: -87.2802 valid_0's huber: 29.7456
[4] valid_0's poisson: -87.317 valid_0's huber: 29.7133
[5] valid_0's poisson: -87.3537 valid_0's huber: 29.6809
[6] valid_0's poisson: -87.3904 valid_0's huber: 29.6486
[7] valid_0's poisson: -87.427 valid_0's huber: 29.6164
[8] valid_0's poisson: -87.4635 valid_0's huber: 29.5841
[9] valid_0's poisson: -87.5 valid_0's huber: 29.5519
[10] valid_0's poisson: -87.5364 valid_0's huber: 29.5198
[11] valid_0's poisson: -87.5727 valid_0's huber: 29.4877
[12] valid_0's poisson: -87.609 valid_0's huber: 29.4556
[13] valid_0's poisson: -87.6453 valid_0's huber: 29.4235
[14] valid_0's poisson: -87.6815 valid_0's huber: 29.3915
[15] valid_0's poisson: -87.7176 valid_0's huber: 29.3595
[16] valid_0's poisson: -87.7537 valid_0's huber: 29.3276
[17] valid_0's poisson: -87.7897 valid_0's huber: 29.2957
[18] valid_0's poisson: -87.8256 valid_0's huber: 29.2638
[19] valid_0's poisson: -87.8615 valid_0's huber: 29.2319
[20] valid_0's poisson: -87.8976 valid_0's huber: 29.2003
[21] valid_0's poisson: -87.9333 valid_0's huber: 29.1685
[22] valid_0's poisson: -87.9693 valid_0's huber: 29.1369
[23] valid_0's poisson: -88.005 valid_0's huber: 29.1052
[24] valid_0's poisson: -88.0408 valid_0's huber: 29.0736
[25] valid_0's poisson: -88.0766 valid_0's huber: 29.0421
[26] valid_0's poisson: -88.1123 valid_0's huber: 29.0106
[27] valid_0's poisson: -88.1478 valid_0's huber: 28.979
[28] valid_0's poisson: -88.1834 valid_0's huber: 28.9476
[29] valid_0's poisson: -88.2188 valid_0's huber: 28.916
[30] valid_0's poisson: -88.2543 valid_0's huber: 28.8846
[31] valid_0's poisson: -88.2897 valid_0's huber: 28.853
[32] valid_0's poisson: -88.3251 valid_0's huber: 28.8217
[33] valid_0's poisson: -88.3604 valid_0's huber: 28.7901
[34] valid_0's poisson: -88.3957 valid_0's huber: 28.7589
[35] valid_0's poisson: -88.4308 valid_0's huber: 28.7274
[36] valid_0's poisson: -88.4661 valid_0's huber: 28.6961
[37] valid_0's poisson: -88.501 valid_0's huber: 28.6648
[38] valid_0's poisson: -88.5362 valid_0's huber: 28.6335
[39] valid_0's poisson: -88.5714 valid_0's huber: 28.6023
[40] valid_0's poisson: -88.6061 valid_0's huber: 28.5711
[41] valid_0's poisson: -88.6412 valid_0's huber: 28.5399
[42] valid_0's poisson: -88.6761 valid_0's huber: 28.5088
[43] valid_0's poisson: -88.7107 valid_0's huber: 28.4777
[44] valid_0's poisson: -88.7456 valid_0's huber: 28.4467
[45] valid_0's poisson: -88.7802 valid_0's huber: 28.4155
[46] valid_0's poisson: -88.8148 valid_0's huber: 28.3846
[47] valid_0's poisson: -88.8494 valid_0's huber: 28.3537
[48] valid_0's poisson: -88.8838 valid_0's huber: 28.3227
[49] valid_0's poisson: -88.9183 valid_0's huber: 28.2919
[50] valid_0's poisson: -88.9528 valid_0's huber: 28.261
[51] valid_0's poisson: -88.987 valid_0's huber: 28.2302
[52] valid_0's poisson: -89.0214 valid_0's huber: 28.1994
[53] valid_0's poisson: -89.0557 valid_0's huber: 28.1686
[54] valid_0's poisson: -89.0897 valid_0's huber: 28.1379
[55] valid_0's poisson: -89.124 valid_0's huber: 28.1072
[56] valid_0's poisson: -89.1581 valid_0's huber: 28.0766
[57] valid_0's poisson: -89.1921 valid_0's huber: 28.0458
[58] valid_0's poisson: -89.2262 valid_0's huber: 28.0152
[59] valid_0's poisson: -89.2601 valid_0's huber: 27.9847
[60] valid_0's poisson: -89.2939 valid_0's huber: 27.954
[61] valid_0's poisson: -89.3277 valid_0's huber: 27.9236
[62] valid_0's poisson: -89.3614 valid_0's huber: 27.8929
[63] valid_0's poisson: -89.3952 valid_0's huber: 27.8625
[64] valid_0's poisson: -89.4288 valid_0's huber: 27.8322
[65] valid_0's poisson: -89.4623 valid_0's huber: 27.8016
[66] valid_0's poisson: -89.4959 valid_0's huber: 27.7712
[67] valid_0's poisson: -89.5292 valid_0's huber: 27.7409
[68] valid_0's poisson: -89.5627 valid_0's huber: 27.7106
[69] valid_0's poisson: -89.5959 valid_0's huber: 27.6803
[70] valid_0's poisson: -89.6293 valid_0's huber: 27.65
[71] valid_0's poisson: -89.6624 valid_0's huber: 27.6197
[72] valid_0's poisson: -89.6956 valid_0's huber: 27.5896
[73] valid_0's poisson: -89.7289 valid_0's huber: 27.5595
[74] valid_0's poisson: -89.7618 valid_0's huber: 27.5293
[75] valid_0's poisson: -89.7949 valid_0's huber: 27.4992
[76] valid_0's poisson: -89.8276 valid_0's huber: 27.4691
[77] valid_0's poisson: -89.8605 valid_0's huber: 27.4392
[78] valid_0's poisson: -89.8935 valid_0's huber: 27.4093
[79] valid_0's poisson: -89.9264 valid_0's huber: 27.3793
[80] valid_0's poisson: -89.959 valid_0's huber: 27.3493
[81] valid_0's poisson: -89.9918 valid_0's huber: 27.3194
[82] valid_0's poisson: -90.0245 valid_0's huber: 27.2896
[83] valid_0's poisson: -90.0569 valid_0's huber: 27.2597
[84] valid_0's poisson: -90.0915 valid_0's huber: 27.2305
[85] valid_0's poisson: -90.1238 valid_0's huber: 27.2006
[86] valid_0's poisson: -90.1583 valid_0's huber: 27.1714
[87] valid_0's poisson: -90.1926 valid_0's huber: 27.1424
[88] valid_0's poisson: -90.2247 valid_0's huber: 27.1127
[89] valid_0's poisson: -90.259 valid_0's huber: 27.0838
[90] valid_0's poisson: -90.2932 valid_0's huber: 27.0549
[91] valid_0's poisson: -90.3253 valid_0's huber: 27.0253
[92] valid_0's poisson: -90.3594 valid_0's huber: 26.9965
[93] valid_0's poisson: -90.3934 valid_0's huber: 26.9677
[94] valid_0's poisson: -90.4252 valid_0's huber: 26.9383
[95] valid_0's poisson: -90.4592 valid_0's huber: 26.9096
[96] valid_0's poisson: -90.4931 valid_0's huber: 26.8809
[97] valid_0's poisson: -90.5268 valid_0's huber: 26.8521
[98] valid_0's poisson: -90.5607 valid_0's huber: 26.8234
[99] valid_0's poisson: -90.5947 valid_0's huber: 26.7945
[100] valid_0's poisson: -90.6287 valid_0's huber: 26.7657
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.213 valid_0's huber: 29.7613
[2] valid_0's poisson: -87.2499 valid_0's huber: 29.729
[3] valid_0's poisson: -87.2867 valid_0's huber: 29.6967
[4] valid_0's poisson: -87.3235 valid_0's huber: 29.6644
[5] valid_0's poisson: -87.3603 valid_0's huber: 29.6322
[6] valid_0's poisson: -87.397 valid_0's huber: 29.6
[7] valid_0's poisson: -87.4337 valid_0's huber: 29.5678
[8] valid_0's poisson: -87.4702 valid_0's huber: 29.5357
[9] valid_0's poisson: -87.5068 valid_0's huber: 29.5036
[10] valid_0's poisson: -87.5432 valid_0's huber: 29.4715
[11] valid_0's poisson: -87.5796 valid_0's huber: 29.4395
[12] valid_0's poisson: -87.6159 valid_0's huber: 29.4075
[13] valid_0's poisson: -87.6522 valid_0's huber: 29.3756
[14] valid_0's poisson: -87.6884 valid_0's huber: 29.3437
[15] valid_0's poisson: -87.7245 valid_0's huber: 29.3118
[16] valid_0's poisson: -87.7606 valid_0's huber: 29.2799
[17] valid_0's poisson: -87.7966 valid_0's huber: 29.2481
[18] valid_0's poisson: -87.8326 valid_0's huber: 29.2163
[19] valid_0's poisson: -87.8685 valid_0's huber: 29.1846
[20] valid_0's poisson: -87.9043 valid_0's huber: 29.1529
[21] valid_0's poisson: -87.9401 valid_0's huber: 29.1212
[22] valid_0's poisson: -87.9761 valid_0's huber: 29.0897
[23] valid_0's poisson: -88.0118 valid_0's huber: 29.0581
[24] valid_0's poisson: -88.0476 valid_0's huber: 29.0266
[25] valid_0's poisson: -88.0832 valid_0's huber: 28.9951
[26] valid_0's poisson: -88.1189 valid_0's huber: 28.9637
[27] valid_0's poisson: -88.1546 valid_0's huber: 28.9323
[28] valid_0's poisson: -88.19 valid_0's huber: 28.9009
[29] valid_0's poisson: -88.2256 valid_0's huber: 28.8696
[30] valid_0's poisson: -88.2611 valid_0's huber: 28.8383
[31] valid_0's poisson: -88.2963 valid_0's huber: 28.8069
[32] valid_0's poisson: -88.3317 valid_0's huber: 28.7757
[33] valid_0's poisson: -88.367 valid_0's huber: 28.7446
[34] valid_0's poisson: -88.4021 valid_0's huber: 28.7133
[35] valid_0's poisson: -88.4372 valid_0's huber: 28.6823
[36] valid_0's poisson: -88.4722 valid_0's huber: 28.6511
[37] valid_0's poisson: -88.5072 valid_0's huber: 28.6201
[38] valid_0's poisson: -88.542 valid_0's huber: 28.5889
[39] valid_0's poisson: -88.577 valid_0's huber: 28.558
[40] valid_0's poisson: -88.6117 valid_0's huber: 28.5269
[41] valid_0's poisson: -88.6465 valid_0's huber: 28.4961
[42] valid_0's poisson: -88.6811 valid_0's huber: 28.4651
[43] valid_0's poisson: -88.7158 valid_0's huber: 28.4343
[44] valid_0's poisson: -88.75 valid_0's huber: 28.4036
[45] valid_0's poisson: -88.7845 valid_0's huber: 28.3728
[46] valid_0's poisson: -88.8191 valid_0's huber: 28.3421
[47] valid_0's poisson: -88.8533 valid_0's huber: 28.3113
[48] valid_0's poisson: -88.8878 valid_0's huber: 28.2807
[49] valid_0's poisson: -88.9221 valid_0's huber: 28.2501
[50] valid_0's poisson: -88.9564 valid_0's huber: 28.2196
[51] valid_0's poisson: -88.9902 valid_0's huber: 28.1891
[52] valid_0's poisson: -89.0243 valid_0's huber: 28.1586
[53] valid_0's poisson: -89.0585 valid_0's huber: 28.1281
[54] valid_0's poisson: -89.0921 valid_0's huber: 28.0977
[55] valid_0's poisson: -89.1261 valid_0's huber: 28.0673
[56] valid_0's poisson: -89.1601 valid_0's huber: 28.0369
[57] valid_0's poisson: -89.194 valid_0's huber: 28.0066
[58] valid_0's poisson: -89.2276 valid_0's huber: 27.9761
[59] valid_0's poisson: -89.2614 valid_0's huber: 27.9458
[60] valid_0's poisson: -89.2953 valid_0's huber: 27.9153
[61] valid_0's poisson: -89.3292 valid_0's huber: 27.8849
[62] valid_0's poisson: -89.3627 valid_0's huber: 27.8545
[63] valid_0's poisson: -89.3965 valid_0's huber: 27.8241
[64] valid_0's poisson: -89.43 valid_0's huber: 27.7939
[65] valid_0's poisson: -89.4633 valid_0's huber: 27.7636
[66] valid_0's poisson: -89.4968 valid_0's huber: 27.7333
[67] valid_0's poisson: -89.5304 valid_0's huber: 27.7031
[68] valid_0's poisson: -89.5633 valid_0's huber: 27.673
[69] valid_0's poisson: -89.5967 valid_0's huber: 27.6428
[70] valid_0's poisson: -89.6301 valid_0's huber: 27.6127
[71] valid_0's poisson: -89.663 valid_0's huber: 27.5826
[72] valid_0's poisson: -89.6961 valid_0's huber: 27.5526
[73] valid_0's poisson: -89.7293 valid_0's huber: 27.5226
[74] valid_0's poisson: -89.7621 valid_0's huber: 27.4925
[75] valid_0's poisson: -89.795 valid_0's huber: 27.4626
[76] valid_0's poisson: -89.8281 valid_0's huber: 27.4327
[77] valid_0's poisson: -89.8607 valid_0's huber: 27.4027
[78] valid_0's poisson: -89.8934 valid_0's huber: 27.373
[79] valid_0's poisson: -89.9263 valid_0's huber: 27.3431
[80] valid_0's poisson: -89.9587 valid_0's huber: 27.3132
[81] valid_0's poisson: -89.9914 valid_0's huber: 27.2836
[82] valid_0's poisson: -90.0241 valid_0's huber: 27.2538
[83] valid_0's poisson: -90.0566 valid_0's huber: 27.2242
[84] valid_0's poisson: -90.0888 valid_0's huber: 27.1944
[85] valid_0's poisson: -90.1214 valid_0's huber: 27.1648
[86] valid_0's poisson: -90.1538 valid_0's huber: 27.1353
[87] valid_0's poisson: -90.1857 valid_0's huber: 27.1058
[88] valid_0's poisson: -90.2201 valid_0's huber: 27.077
[89] valid_0's poisson: -90.2545 valid_0's huber: 27.0481
[90] valid_0's poisson: -90.2863 valid_0's huber: 27.0188
[91] valid_0's poisson: -90.3206 valid_0's huber: 26.99
[92] valid_0's poisson: -90.3547 valid_0's huber: 26.9613
[93] valid_0's poisson: -90.3864 valid_0's huber: 26.9321
[94] valid_0's poisson: -90.4205 valid_0's huber: 26.9034
[95] valid_0's poisson: -90.4545 valid_0's huber: 26.8748
[96] valid_0's poisson: -90.4884 valid_0's huber: 26.846
[97] valid_0's poisson: -90.5224 valid_0's huber: 26.8173
[98] valid_0's poisson: -90.5563 valid_0's huber: 26.7887
[99] valid_0's poisson: -90.5901 valid_0's huber: 26.76
[100] valid_0's poisson: -90.6239 valid_0's huber: 26.7315
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2007 valid_0's huber: 29.853
[2] valid_0's poisson: -87.2378 valid_0's huber: 29.8208
[3] valid_0's poisson: -87.2747 valid_0's huber: 29.7886
[4] valid_0's poisson: -87.3117 valid_0's huber: 29.7564
[5] valid_0's poisson: -87.3485 valid_0's huber: 29.7243
[6] valid_0's poisson: -87.3853 valid_0's huber: 29.6922
[7] valid_0's poisson: -87.4221 valid_0's huber: 29.6601
[8] valid_0's poisson: -87.4588 valid_0's huber: 29.6281
[9] valid_0's poisson: -87.4954 valid_0's huber: 29.596
[10] valid_0's poisson: -87.5316 valid_0's huber: 29.5645
[11] valid_0's poisson: -87.5682 valid_0's huber: 29.5325
[12] valid_0's poisson: -87.6043 valid_0's huber: 29.501
[13] valid_0's poisson: -87.6407 valid_0's huber: 29.4691
[14] valid_0's poisson: -87.6767 valid_0's huber: 29.4376
[15] valid_0's poisson: -87.713 valid_0's huber: 29.4058
[16] valid_0's poisson: -87.7488 valid_0's huber: 29.3744
[17] valid_0's poisson: -87.7847 valid_0's huber: 29.343
[18] valid_0's poisson: -87.8203 valid_0's huber: 29.3114
[19] valid_0's poisson: -87.8564 valid_0's huber: 29.2797
[20] valid_0's poisson: -87.892 valid_0's huber: 29.2484
[21] valid_0's poisson: -87.9275 valid_0's huber: 29.2168
[22] valid_0's poisson: -87.9634 valid_0's huber: 29.1852
[23] valid_0's poisson: -87.9989 valid_0's huber: 29.1539
[24] valid_0's poisson: -88.0343 valid_0's huber: 29.1225
[25] valid_0's poisson: -88.07 valid_0's huber: 29.0909
[26] valid_0's poisson: -88.1054 valid_0's huber: 29.0598
[27] valid_0's poisson: -88.1405 valid_0's huber: 29.0284
[28] valid_0's poisson: -88.1761 valid_0's huber: 28.9969
[29] valid_0's poisson: -88.2112 valid_0's huber: 28.9656
[30] valid_0's poisson: -88.2466 valid_0's huber: 28.9342
[31] valid_0's poisson: -88.2821 valid_0's huber: 28.9028
[32] valid_0's poisson: -88.317 valid_0's huber: 28.8715
[33] valid_0's poisson: -88.3523 valid_0's huber: 28.8402
[34] valid_0's poisson: -88.3871 valid_0's huber: 28.809
[35] valid_0's poisson: -88.4223 valid_0's huber: 28.7778
[36] valid_0's poisson: -88.4575 valid_0's huber: 28.7465
[37] valid_0's poisson: -88.4921 valid_0's huber: 28.7154
[38] valid_0's poisson: -88.5273 valid_0's huber: 28.6842
[39] valid_0's poisson: -88.5618 valid_0's huber: 28.6531
[40] valid_0's poisson: -88.5968 valid_0's huber: 28.622
[41] valid_0's poisson: -88.6317 valid_0's huber: 28.5909
[42] valid_0's poisson: -88.666 valid_0's huber: 28.5599
[43] valid_0's poisson: -88.7009 valid_0's huber: 28.5289
[44] valid_0's poisson: -88.7352 valid_0's huber: 28.498
[45] valid_0's poisson: -88.7699 valid_0's huber: 28.4669
[46] valid_0's poisson: -88.804 valid_0's huber: 28.4361
[47] valid_0's poisson: -88.8387 valid_0's huber: 28.4052
[48] valid_0's poisson: -88.8727 valid_0's huber: 28.3744
[49] valid_0's poisson: -88.9072 valid_0's huber: 28.3435
[50] valid_0's poisson: -88.9412 valid_0's huber: 28.3127
[51] valid_0's poisson: -88.9757 valid_0's huber: 28.2819
[52] valid_0's poisson: -89.0095 valid_0's huber: 28.2512
[53] valid_0's poisson: -89.0438 valid_0's huber: 28.2205
[54] valid_0's poisson: -89.0781 valid_0's huber: 28.1897
[55] valid_0's poisson: -89.1118 valid_0's huber: 28.1591
[56] valid_0's poisson: -89.146 valid_0's huber: 28.1284
[57] valid_0's poisson: -89.1795 valid_0's huber: 28.0979
[58] valid_0's poisson: -89.2135 valid_0's huber: 28.0673
[59] valid_0's poisson: -89.2475 valid_0's huber: 28.0368
[60] valid_0's poisson: -89.2808 valid_0's huber: 28.0064
[61] valid_0's poisson: -89.3147 valid_0's huber: 27.9759
[62] valid_0's poisson: -89.348 valid_0's huber: 27.9454
[63] valid_0's poisson: -89.3817 valid_0's huber: 27.915
[64] valid_0's poisson: -89.4153 valid_0's huber: 27.8846
[65] valid_0's poisson: -89.4484 valid_0's huber: 27.8544
[66] valid_0's poisson: -89.482 valid_0's huber: 27.824
[67] valid_0's poisson: -89.5156 valid_0's huber: 27.7936
[68] valid_0's poisson: -89.5486 valid_0's huber: 27.7634
[69] valid_0's poisson: -89.582 valid_0's huber: 27.7331
[70] valid_0's poisson: -89.6155 valid_0's huber: 27.7027
[71] valid_0's poisson: -89.6486 valid_0's huber: 27.6723
[72] valid_0's poisson: -89.6819 valid_0's huber: 27.6421
[73] valid_0's poisson: -89.7151 valid_0's huber: 27.6119
[74] valid_0's poisson: -89.7479 valid_0's huber: 27.5818
[75] valid_0's poisson: -89.7807 valid_0's huber: 27.5517
[76] valid_0's poisson: -89.8138 valid_0's huber: 27.5216
[77] valid_0's poisson: -89.8466 valid_0's huber: 27.4915
[78] valid_0's poisson: -89.8798 valid_0's huber: 27.4612
[79] valid_0's poisson: -89.9127 valid_0's huber: 27.4312
[80] valid_0's poisson: -89.9456 valid_0's huber: 27.401
[81] valid_0's poisson: -89.9786 valid_0's huber: 27.3709
[82] valid_0's poisson: -90.0113 valid_0's huber: 27.3407
[83] valid_0's poisson: -90.0442 valid_0's huber: 27.3107
[84] valid_0's poisson: -90.0768 valid_0's huber: 27.2805
[85] valid_0's poisson: -90.1116 valid_0's huber: 27.2512
[86] valid_0's poisson: -90.1463 valid_0's huber: 27.2219
[87] valid_0's poisson: -90.1785 valid_0's huber: 27.1921
[88] valid_0's poisson: -90.2131 valid_0's huber: 27.1628
[89] valid_0's poisson: -90.2455 valid_0's huber: 27.1329
[90] valid_0's poisson: -90.28 valid_0's huber: 27.1037
[91] valid_0's poisson: -90.3144 valid_0's huber: 27.0745
[92] valid_0's poisson: -90.3466 valid_0's huber: 27.0447
[93] valid_0's poisson: -90.381 valid_0's huber: 27.0156
[94] valid_0's poisson: -90.4131 valid_0's huber: 26.9858
[95] valid_0's poisson: -90.4473 valid_0's huber: 26.9568
[96] valid_0's poisson: -90.4813 valid_0's huber: 26.928
[97] valid_0's poisson: -90.5154 valid_0's huber: 26.8991
[98] valid_0's poisson: -90.5495 valid_0's huber: 26.8701
[99] valid_0's poisson: -90.5833 valid_0's huber: 26.8411
[100] valid_0's poisson: -90.6173 valid_0's huber: 26.8122
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2028 valid_0's huber: 29.7853
[2] valid_0's poisson: -87.2319 valid_0's huber: 29.7589
[3] valid_0's poisson: -87.2609 valid_0's huber: 29.7325
[4] valid_0's poisson: -87.2899 valid_0's huber: 29.7061
[5] valid_0's poisson: -87.3189 valid_0's huber: 29.6798
[6] valid_0's poisson: -87.3478 valid_0's huber: 29.6535
[7] valid_0's poisson: -87.3767 valid_0's huber: 29.6272
[8] valid_0's poisson: -87.4056 valid_0's huber: 29.6009
[9] valid_0's poisson: -87.4344 valid_0's huber: 29.5747
[10] valid_0's poisson: -87.4631 valid_0's huber: 29.5485
[11] valid_0's poisson: -87.4918 valid_0's huber: 29.5223
[12] valid_0's poisson: -87.5205 valid_0's huber: 29.4961
[13] valid_0's poisson: -87.5491 valid_0's huber: 29.47
[14] valid_0's poisson: -87.5777 valid_0's huber: 29.4439
[15] valid_0's poisson: -87.6063 valid_0's huber: 29.4178
[16] valid_0's poisson: -87.6348 valid_0's huber: 29.3918
[17] valid_0's poisson: -87.6632 valid_0's huber: 29.3658
[18] valid_0's poisson: -87.6917 valid_0's huber: 29.3398
[19] valid_0's poisson: -87.72 valid_0's huber: 29.3138
[20] valid_0's poisson: -87.7484 valid_0's huber: 29.2879
[21] valid_0's poisson: -87.7767 valid_0's huber: 29.262
[22] valid_0's poisson: -87.8049 valid_0's huber: 29.2361
[23] valid_0's poisson: -87.8331 valid_0's huber: 29.2103
[24] valid_0's poisson: -87.8613 valid_0's huber: 29.1845
[25] valid_0's poisson: -87.8894 valid_0's huber: 29.1587
[26] valid_0's poisson: -87.9175 valid_0's huber: 29.1329
[27] valid_0's poisson: -87.9455 valid_0's huber: 29.1072
[28] valid_0's poisson: -87.9735 valid_0's huber: 29.0815
[29] valid_0's poisson: -88.0015 valid_0's huber: 29.0558
[30] valid_0's poisson: -88.0294 valid_0's huber: 29.0301
[31] valid_0's poisson: -88.0573 valid_0's huber: 29.0045
[32] valid_0's poisson: -88.0851 valid_0's huber: 28.9789
[33] valid_0's poisson: -88.1129 valid_0's huber: 28.9533
[34] valid_0's poisson: -88.1407 valid_0's huber: 28.9278
[35] valid_0's poisson: -88.1684 valid_0's huber: 28.9023
[36] valid_0's poisson: -88.1961 valid_0's huber: 28.8768
[37] valid_0's poisson: -88.2237 valid_0's huber: 28.8513
[38] valid_0's poisson: -88.2513 valid_0's huber: 28.8259
[39] valid_0's poisson: -88.2789 valid_0's huber: 28.8004
[40] valid_0's poisson: -88.3064 valid_0's huber: 28.7751
[41] valid_0's poisson: -88.3339 valid_0's huber: 28.7497
[42] valid_0's poisson: -88.3614 valid_0's huber: 28.7243
[43] valid_0's poisson: -88.3888 valid_0's huber: 28.699
[44] valid_0's poisson: -88.4161 valid_0's huber: 28.6737
[45] valid_0's poisson: -88.4435 valid_0's huber: 28.6485
[46] valid_0's poisson: -88.4708 valid_0's huber: 28.6232
[47] valid_0's poisson: -88.498 valid_0's huber: 28.598
[48] valid_0's poisson: -88.5252 valid_0's huber: 28.5728
[49] valid_0's poisson: -88.5524 valid_0's huber: 28.5477
[50] valid_0's poisson: -88.5795 valid_0's huber: 28.5226
[51] valid_0's poisson: -88.6066 valid_0's huber: 28.4975
[52] valid_0's poisson: -88.6337 valid_0's huber: 28.4724
[53] valid_0's poisson: -88.6607 valid_0's huber: 28.4473
[54] valid_0's poisson: -88.6876 valid_0's huber: 28.4223
[55] valid_0's poisson: -88.7147 valid_0's huber: 28.3973
[56] valid_0's poisson: -88.7418 valid_0's huber: 28.3722
[57] valid_0's poisson: -88.7686 valid_0's huber: 28.3473
[58] valid_0's poisson: -88.7956 valid_0's huber: 28.3223
[59] valid_0's poisson: -88.8225 valid_0's huber: 28.2973
[60] valid_0's poisson: -88.8492 valid_0's huber: 28.2724
[61] valid_0's poisson: -88.8761 valid_0's huber: 28.2474
[62] valid_0's poisson: -88.9029 valid_0's huber: 28.2225
[63] valid_0's poisson: -88.9295 valid_0's huber: 28.1977
[64] valid_0's poisson: -88.9562 valid_0's huber: 28.1729
[65] valid_0's poisson: -88.9827 valid_0's huber: 28.1481
[66] valid_0's poisson: -89.0094 valid_0's huber: 28.1233
[67] valid_0's poisson: -89.0358 valid_0's huber: 28.0986
[68] valid_0's poisson: -89.0623 valid_0's huber: 28.0739
[69] valid_0's poisson: -89.0888 valid_0's huber: 28.0491
[70] valid_0's poisson: -89.1151 valid_0's huber: 28.0245
[71] valid_0's poisson: -89.1416 valid_0's huber: 27.9999
[72] valid_0's poisson: -89.1678 valid_0's huber: 27.9753
[73] valid_0's poisson: -89.1941 valid_0's huber: 27.9507
[74] valid_0's poisson: -89.2203 valid_0's huber: 27.9261
[75] valid_0's poisson: -89.2465 valid_0's huber: 27.9016
[76] valid_0's poisson: -89.2727 valid_0's huber: 27.8771
[77] valid_0's poisson: -89.2987 valid_0's huber: 27.8526
[78] valid_0's poisson: -89.3249 valid_0's huber: 27.8281
[79] valid_0's poisson: -89.3508 valid_0's huber: 27.8037
[80] valid_0's poisson: -89.3769 valid_0's huber: 27.7793
[81] valid_0's poisson: -89.4027 valid_0's huber: 27.755
[82] valid_0's poisson: -89.4287 valid_0's huber: 27.7306
[83] valid_0's poisson: -89.4546 valid_0's huber: 27.7063
[84] valid_0's poisson: -89.4803 valid_0's huber: 27.682
[85] valid_0's poisson: -89.506 valid_0's huber: 27.6578
[86] valid_0's poisson: -89.5317 valid_0's huber: 27.6336
[87] valid_0's poisson: -89.5574 valid_0's huber: 27.6094
[88] valid_0's poisson: -89.583 valid_0's huber: 27.5853
[89] valid_0's poisson: -89.6086 valid_0's huber: 27.5612
[90] valid_0's poisson: -89.6341 valid_0's huber: 27.5371
[91] valid_0's poisson: -89.6596 valid_0's huber: 27.513
[92] valid_0's poisson: -89.6851 valid_0's huber: 27.4889
[93] valid_0's poisson: -89.7105 valid_0's huber: 27.4649
[94] valid_0's poisson: -89.7359 valid_0's huber: 27.4409
[95] valid_0's poisson: -89.7612 valid_0's huber: 27.4169
[96] valid_0's poisson: -89.7865 valid_0's huber: 27.393
[97] valid_0's poisson: -89.8118 valid_0's huber: 27.3691
[98] valid_0's poisson: -89.837 valid_0's huber: 27.3452
[99] valid_0's poisson: -89.8622 valid_0's huber: 27.3213
[100] valid_0's poisson: -89.8873 valid_0's huber: 27.2975
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2028 valid_0's huber: 29.7832
[2] valid_0's poisson: -87.2316 valid_0's huber: 29.7567
[3] valid_0's poisson: -87.2603 valid_0's huber: 29.7303
[4] valid_0's poisson: -87.289 valid_0's huber: 29.7038
[5] valid_0's poisson: -87.3177 valid_0's huber: 29.6774
[6] valid_0's poisson: -87.3463 valid_0's huber: 29.6511
[7] valid_0's poisson: -87.3748 valid_0's huber: 29.6247
[8] valid_0's poisson: -87.4033 valid_0's huber: 29.5984
[9] valid_0's poisson: -87.4317 valid_0's huber: 29.5722
[10] valid_0's poisson: -87.4601 valid_0's huber: 29.5459
[11] valid_0's poisson: -87.4884 valid_0's huber: 29.5197
[12] valid_0's poisson: -87.5167 valid_0's huber: 29.4936
[13] valid_0's poisson: -87.5449 valid_0's huber: 29.4674
[14] valid_0's poisson: -87.5731 valid_0's huber: 29.4413
[15] valid_0's poisson: -87.6012 valid_0's huber: 29.4153
[16] valid_0's poisson: -87.6292 valid_0's huber: 29.3892
[17] valid_0's poisson: -87.6572 valid_0's huber: 29.3632
[18] valid_0's poisson: -87.6852 valid_0's huber: 29.3372
[19] valid_0's poisson: -87.7131 valid_0's huber: 29.3113
[20] valid_0's poisson: -87.7419 valid_0's huber: 29.285
[21] valid_0's poisson: -87.7708 valid_0's huber: 29.2587
[22] valid_0's poisson: -87.7995 valid_0's huber: 29.2324
[23] valid_0's poisson: -87.8273 valid_0's huber: 29.2066
[24] valid_0's poisson: -87.856 valid_0's huber: 29.1804
[25] valid_0's poisson: -87.8846 valid_0's huber: 29.1542
[26] valid_0's poisson: -87.9132 valid_0's huber: 29.1281
[27] valid_0's poisson: -87.9408 valid_0's huber: 29.1023
[28] valid_0's poisson: -87.9693 valid_0's huber: 29.0762
[29] valid_0's poisson: -87.9978 valid_0's huber: 29.0502
[30] valid_0's poisson: -88.0253 valid_0's huber: 29.0245
[31] valid_0's poisson: -88.0537 valid_0's huber: 28.9985
[32] valid_0's poisson: -88.0811 valid_0's huber: 28.9728
[33] valid_0's poisson: -88.1085 valid_0's huber: 28.9472
[34] valid_0's poisson: -88.1368 valid_0's huber: 28.9212
[35] valid_0's poisson: -88.1641 valid_0's huber: 28.8957
[36] valid_0's poisson: -88.1923 valid_0's huber: 28.8697
[37] valid_0's poisson: -88.2195 valid_0's huber: 28.8442
[38] valid_0's poisson: -88.2477 valid_0's huber: 28.8183
[39] valid_0's poisson: -88.2758 valid_0's huber: 28.7925
[40] valid_0's poisson: -88.3039 valid_0's huber: 28.7666
[41] valid_0's poisson: -88.332 valid_0's huber: 28.7408
[42] valid_0's poisson: -88.36 valid_0's huber: 28.7151
[43] valid_0's poisson: -88.3879 valid_0's huber: 28.6893
[44] valid_0's poisson: -88.4149 valid_0's huber: 28.6639
[45] valid_0's poisson: -88.4428 valid_0's huber: 28.6382
[46] valid_0's poisson: -88.4706 valid_0's huber: 28.6126
[47] valid_0's poisson: -88.4984 valid_0's huber: 28.5869
[48] valid_0's poisson: -88.5262 valid_0's huber: 28.5613
[49] valid_0's poisson: -88.5539 valid_0's huber: 28.5357
[50] valid_0's poisson: -88.5806 valid_0's huber: 28.5105
[51] valid_0's poisson: -88.6082 valid_0's huber: 28.485
[52] valid_0's poisson: -88.6358 valid_0's huber: 28.4595
[53] valid_0's poisson: -88.6633 valid_0's huber: 28.434
[54] valid_0's poisson: -88.6908 valid_0's huber: 28.4086
[55] valid_0's poisson: -88.7183 valid_0's huber: 28.3831
[56] valid_0's poisson: -88.7457 valid_0's huber: 28.3577
[57] valid_0's poisson: -88.7731 valid_0's huber: 28.3324
[58] valid_0's poisson: -88.8004 valid_0's huber: 28.307
[59] valid_0's poisson: -88.8277 valid_0's huber: 28.2817
[60] valid_0's poisson: -88.855 valid_0's huber: 28.2564
[61] valid_0's poisson: -88.8822 valid_0's huber: 28.2312
[62] valid_0's poisson: -88.9093 valid_0's huber: 28.2059
[63] valid_0's poisson: -88.9365 valid_0's huber: 28.1807
[64] valid_0's poisson: -88.9636 valid_0's huber: 28.1555
[65] valid_0's poisson: -88.9896 valid_0's huber: 28.1305
[66] valid_0's poisson: -89.0156 valid_0's huber: 28.1055
[67] valid_0's poisson: -89.0426 valid_0's huber: 28.0803
[68] valid_0's poisson: -89.0685 valid_0's huber: 28.0554
[69] valid_0's poisson: -89.0954 valid_0's huber: 28.0302
[70] valid_0's poisson: -89.1223 valid_0's huber: 28.0052
[71] valid_0's poisson: -89.1492 valid_0's huber: 27.9801
[72] valid_0's poisson: -89.176 valid_0's huber: 27.955
[73] valid_0's poisson: -89.2028 valid_0's huber: 27.93
[74] valid_0's poisson: -89.2295 valid_0's huber: 27.9051
[75] valid_0's poisson: -89.2562 valid_0's huber: 27.8801
[76] valid_0's poisson: -89.2828 valid_0's huber: 27.8552
[77] valid_0's poisson: -89.3094 valid_0's huber: 27.8303
[78] valid_0's poisson: -89.3359 valid_0's huber: 27.8054
[79] valid_0's poisson: -89.3624 valid_0's huber: 27.7806
[80] valid_0's poisson: -89.3889 valid_0's huber: 27.7558
[81] valid_0's poisson: -89.4153 valid_0's huber: 27.731
[82] valid_0's poisson: -89.4417 valid_0's huber: 27.7063
[83] valid_0's poisson: -89.468 valid_0's huber: 27.6816
[84] valid_0's poisson: -89.4943 valid_0's huber: 27.6569
[85] valid_0's poisson: -89.5205 valid_0's huber: 27.6323
[86] valid_0's poisson: -89.5467 valid_0's huber: 27.6077
[87] valid_0's poisson: -89.5729 valid_0's huber: 27.5831
[88] valid_0's poisson: -89.599 valid_0's huber: 27.5585
[89] valid_0's poisson: -89.6251 valid_0's huber: 27.534
[90] valid_0's poisson: -89.6511 valid_0's huber: 27.5095
[91] valid_0's poisson: -89.6771 valid_0's huber: 27.4851
[92] valid_0's poisson: -89.703 valid_0's huber: 27.4606
[93] valid_0's poisson: -89.7289 valid_0's huber: 27.4362
[94] valid_0's poisson: -89.7548 valid_0's huber: 27.4118
[95] valid_0's poisson: -89.7806 valid_0's huber: 27.3875
[96] valid_0's poisson: -89.8063 valid_0's huber: 27.3631
[97] valid_0's poisson: -89.8321 valid_0's huber: 27.3388
[98] valid_0's poisson: -89.8578 valid_0's huber: 27.3145
[99] valid_0's poisson: -89.8834 valid_0's huber: 27.2903
[100] valid_0's poisson: -89.909 valid_0's huber: 27.2661
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1987 valid_0's huber: 29.8164
[2] valid_0's poisson: -87.2277 valid_0's huber: 29.79
[3] valid_0's poisson: -87.2567 valid_0's huber: 29.7636
[4] valid_0's poisson: -87.2857 valid_0's huber: 29.7372
[5] valid_0's poisson: -87.3146 valid_0's huber: 29.7109
[6] valid_0's poisson: -87.3435 valid_0's huber: 29.6846
[7] valid_0's poisson: -87.3724 valid_0's huber: 29.6583
[8] valid_0's poisson: -87.4012 valid_0's huber: 29.632
[9] valid_0's poisson: -87.43 valid_0's huber: 29.6057
[10] valid_0's poisson: -87.4587 valid_0's huber: 29.5795
[11] valid_0's poisson: -87.4874 valid_0's huber: 29.5533
[12] valid_0's poisson: -87.516 valid_0's huber: 29.5272
[13] valid_0's poisson: -87.5446 valid_0's huber: 29.501
[14] valid_0's poisson: -87.5732 valid_0's huber: 29.4749
[15] valid_0's poisson: -87.6017 valid_0's huber: 29.4488
[16] valid_0's poisson: -87.6302 valid_0's huber: 29.4228
[17] valid_0's poisson: -87.6586 valid_0's huber: 29.3967
[18] valid_0's poisson: -87.687 valid_0's huber: 29.3707
[19] valid_0's poisson: -87.7154 valid_0's huber: 29.3447
[20] valid_0's poisson: -87.7437 valid_0's huber: 29.3188
[21] valid_0's poisson: -87.772 valid_0's huber: 29.2929
[22] valid_0's poisson: -87.8002 valid_0's huber: 29.267
[23] valid_0's poisson: -87.8284 valid_0's huber: 29.2411
[24] valid_0's poisson: -87.8566 valid_0's huber: 29.2153
[25] valid_0's poisson: -87.8847 valid_0's huber: 29.1895
[26] valid_0's poisson: -87.9127 valid_0's huber: 29.1637
[27] valid_0's poisson: -87.9408 valid_0's huber: 29.1379
[28] valid_0's poisson: -87.9688 valid_0's huber: 29.1122
[29] valid_0's poisson: -87.9967 valid_0's huber: 29.0865
[30] valid_0's poisson: -88.0246 valid_0's huber: 29.0608
[31] valid_0's poisson: -88.0525 valid_0's huber: 29.0352
[32] valid_0's poisson: -88.0803 valid_0's huber: 29.0095
[33] valid_0's poisson: -88.1081 valid_0's huber: 28.9839
[34] valid_0's poisson: -88.1358 valid_0's huber: 28.9583
[35] valid_0's poisson: -88.1636 valid_0's huber: 28.9328
[36] valid_0's poisson: -88.1912 valid_0's huber: 28.9072
[37] valid_0's poisson: -88.2189 valid_0's huber: 28.8817
[38] valid_0's poisson: -88.2465 valid_0's huber: 28.8562
[39] valid_0's poisson: -88.2741 valid_0's huber: 28.8308
[40] valid_0's poisson: -88.3016 valid_0's huber: 28.8053
[41] valid_0's poisson: -88.3291 valid_0's huber: 28.7799
[42] valid_0's poisson: -88.3566 valid_0's huber: 28.7545
[43] valid_0's poisson: -88.384 valid_0's huber: 28.7292
[44] valid_0's poisson: -88.4113 valid_0's huber: 28.7038
[45] valid_0's poisson: -88.4387 valid_0's huber: 28.6785
[46] valid_0's poisson: -88.4659 valid_0's huber: 28.6533
[47] valid_0's poisson: -88.4932 valid_0's huber: 28.628
[48] valid_0's poisson: -88.5204 valid_0's huber: 28.6028
[49] valid_0's poisson: -88.5475 valid_0's huber: 28.5776
[50] valid_0's poisson: -88.5746 valid_0's huber: 28.5525
[51] valid_0's poisson: -88.6017 valid_0's huber: 28.5274
[52] valid_0's poisson: -88.6287 valid_0's huber: 28.5023
[53] valid_0's poisson: -88.6557 valid_0's huber: 28.4772
[54] valid_0's poisson: -88.6826 valid_0's huber: 28.4522
[55] valid_0's poisson: -88.7095 valid_0's huber: 28.4272
[56] valid_0's poisson: -88.7364 valid_0's huber: 28.4022
[57] valid_0's poisson: -88.7632 valid_0's huber: 28.3772
[58] valid_0's poisson: -88.79 valid_0's huber: 28.3523
[59] valid_0's poisson: -88.8167 valid_0's huber: 28.3273
[60] valid_0's poisson: -88.8434 valid_0's huber: 28.3024
[61] valid_0's poisson: -88.87 valid_0's huber: 28.2776
[62] valid_0's poisson: -88.8966 valid_0's huber: 28.2527
[63] valid_0's poisson: -88.9232 valid_0's huber: 28.2279
[64] valid_0's poisson: -88.9497 valid_0's huber: 28.2031
[65] valid_0's poisson: -88.9762 valid_0's huber: 28.1783
[66] valid_0's poisson: -89.0026 valid_0's huber: 28.1536
[67] valid_0's poisson: -89.029 valid_0's huber: 28.1289
[68] valid_0's poisson: -89.0554 valid_0's huber: 28.1042
[69] valid_0's poisson: -89.0817 valid_0's huber: 28.0795
[70] valid_0's poisson: -89.1079 valid_0's huber: 28.0549
[71] valid_0's poisson: -89.1341 valid_0's huber: 28.0303
[72] valid_0's poisson: -89.1603 valid_0's huber: 28.0057
[73] valid_0's poisson: -89.1864 valid_0's huber: 27.9812
[74] valid_0's poisson: -89.2125 valid_0's huber: 27.9567
[75] valid_0's poisson: -89.2386 valid_0's huber: 27.9322
[76] valid_0's poisson: -89.2646 valid_0's huber: 27.9077
[77] valid_0's poisson: -89.2906 valid_0's huber: 27.8832
[78] valid_0's poisson: -89.3165 valid_0's huber: 27.8588
[79] valid_0's poisson: -89.3424 valid_0's huber: 27.8344
[80] valid_0's poisson: -89.3683 valid_0's huber: 27.81
[81] valid_0's poisson: -89.3941 valid_0's huber: 27.7857
[82] valid_0's poisson: -89.4199 valid_0's huber: 27.7613
[83] valid_0's poisson: -89.4456 valid_0's huber: 27.7371
[84] valid_0's poisson: -89.4713 valid_0's huber: 27.7128
[85] valid_0's poisson: -89.497 valid_0's huber: 27.6885
[86] valid_0's poisson: -89.5226 valid_0's huber: 27.6643
[87] valid_0's poisson: -89.5482 valid_0's huber: 27.6401
[88] valid_0's poisson: -89.5737 valid_0's huber: 27.616
[89] valid_0's poisson: -89.5992 valid_0's huber: 27.5919
[90] valid_0's poisson: -89.6247 valid_0's huber: 27.5677
[91] valid_0's poisson: -89.6501 valid_0's huber: 27.5437
[92] valid_0's poisson: -89.6754 valid_0's huber: 27.5196
[93] valid_0's poisson: -89.7008 valid_0's huber: 27.4955
[94] valid_0's poisson: -89.7261 valid_0's huber: 27.4715
[95] valid_0's poisson: -89.7513 valid_0's huber: 27.4475
[96] valid_0's poisson: -89.7765 valid_0's huber: 27.4236
[97] valid_0's poisson: -89.8017 valid_0's huber: 27.3997
[98] valid_0's poisson: -89.8268 valid_0's huber: 27.3758
[99] valid_0's poisson: -89.8519 valid_0's huber: 27.3519
[100] valid_0's poisson: -89.8769 valid_0's huber: 27.3281
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2053 valid_0's huber: 29.7671
[2] valid_0's poisson: -87.2346 valid_0's huber: 29.7406
[3] valid_0's poisson: -87.2638 valid_0's huber: 29.7142
[4] valid_0's poisson: -87.293 valid_0's huber: 29.6878
[5] valid_0's poisson: -87.3221 valid_0's huber: 29.6614
[6] valid_0's poisson: -87.3512 valid_0's huber: 29.635
[7] valid_0's poisson: -87.3803 valid_0's huber: 29.6086
[8] valid_0's poisson: -87.4093 valid_0's huber: 29.5823
[9] valid_0's poisson: -87.4383 valid_0's huber: 29.556
[10] valid_0's poisson: -87.4672 valid_0's huber: 29.5297
[11] valid_0's poisson: -87.4961 valid_0's huber: 29.5035
[12] valid_0's poisson: -87.5249 valid_0's huber: 29.4773
[13] valid_0's poisson: -87.5537 valid_0's huber: 29.4511
[14] valid_0's poisson: -87.5825 valid_0's huber: 29.4249
[15] valid_0's poisson: -87.6112 valid_0's huber: 29.3988
[16] valid_0's poisson: -87.6399 valid_0's huber: 29.3727
[17] valid_0's poisson: -87.6685 valid_0's huber: 29.3466
[18] valid_0's poisson: -87.6971 valid_0's huber: 29.3205
[19] valid_0's poisson: -87.7256 valid_0's huber: 29.2945
[20] valid_0's poisson: -87.7541 valid_0's huber: 29.2685
[21] valid_0's poisson: -87.7826 valid_0's huber: 29.2426
[22] valid_0's poisson: -87.811 valid_0's huber: 29.2166
[23] valid_0's poisson: -87.8393 valid_0's huber: 29.1907
[24] valid_0's poisson: -87.8676 valid_0's huber: 29.1649
[25] valid_0's poisson: -87.8959 valid_0's huber: 29.139
[26] valid_0's poisson: -87.9241 valid_0's huber: 29.1132
[27] valid_0's poisson: -87.9523 valid_0's huber: 29.0874
[28] valid_0's poisson: -87.9804 valid_0's huber: 29.0616
[29] valid_0's poisson: -88.0085 valid_0's huber: 29.0359
[30] valid_0's poisson: -88.0366 valid_0's huber: 29.0101
[31] valid_0's poisson: -88.0646 valid_0's huber: 28.9845
[32] valid_0's poisson: -88.0926 valid_0's huber: 28.9588
[33] valid_0's poisson: -88.1205 valid_0's huber: 28.9332
[34] valid_0's poisson: -88.1483 valid_0's huber: 28.9076
[35] valid_0's poisson: -88.1762 valid_0's huber: 28.882
[36] valid_0's poisson: -88.2039 valid_0's huber: 28.8565
[37] valid_0's poisson: -88.2317 valid_0's huber: 28.831
[38] valid_0's poisson: -88.2594 valid_0's huber: 28.8055
[39] valid_0's poisson: -88.287 valid_0's huber: 28.7801
[40] valid_0's poisson: -88.3146 valid_0's huber: 28.7547
[41] valid_0's poisson: -88.3422 valid_0's huber: 28.7293
[42] valid_0's poisson: -88.3698 valid_0's huber: 28.7039
[43] valid_0's poisson: -88.3973 valid_0's huber: 28.6786
[44] valid_0's poisson: -88.4247 valid_0's huber: 28.6533
[45] valid_0's poisson: -88.4522 valid_0's huber: 28.628
[46] valid_0's poisson: -88.4795 valid_0's huber: 28.6027
[47] valid_0's poisson: -88.5069 valid_0's huber: 28.5775
[48] valid_0's poisson: -88.5342 valid_0's huber: 28.5523
[49] valid_0's poisson: -88.5614 valid_0's huber: 28.5271
[50] valid_0's poisson: -88.5886 valid_0's huber: 28.5019
[51] valid_0's poisson: -88.6158 valid_0's huber: 28.4768
[52] valid_0's poisson: -88.6429 valid_0's huber: 28.4517
[53] valid_0's poisson: -88.67 valid_0's huber: 28.4266
[54] valid_0's poisson: -88.6971 valid_0's huber: 28.4016
[55] valid_0's poisson: -88.7241 valid_0's huber: 28.3766
[56] valid_0's poisson: -88.751 valid_0's huber: 28.3516
[57] valid_0's poisson: -88.7779 valid_0's huber: 28.3266
[58] valid_0's poisson: -88.8048 valid_0's huber: 28.3016
[59] valid_0's poisson: -88.8316 valid_0's huber: 28.2767
[60] valid_0's poisson: -88.8584 valid_0's huber: 28.2518
[61] valid_0's poisson: -88.8851 valid_0's huber: 28.2269
[62] valid_0's poisson: -88.9118 valid_0's huber: 28.2021
[63] valid_0's poisson: -88.9385 valid_0's huber: 28.1773
[64] valid_0's poisson: -88.9651 valid_0's huber: 28.1525
[65] valid_0's poisson: -88.9916 valid_0's huber: 28.1277
[66] valid_0's poisson: -89.0181 valid_0's huber: 28.103
[67] valid_0's poisson: -89.0446 valid_0's huber: 28.0783
[68] valid_0's poisson: -89.071 valid_0's huber: 28.0536
[69] valid_0's poisson: -89.0974 valid_0's huber: 28.029
[70] valid_0's poisson: -89.1237 valid_0's huber: 28.0044
[71] valid_0's poisson: -89.15 valid_0's huber: 27.9798
[72] valid_0's poisson: -89.1762 valid_0's huber: 27.9552
[73] valid_0's poisson: -89.2024 valid_0's huber: 27.9307
[74] valid_0's poisson: -89.2286 valid_0's huber: 27.9062
[75] valid_0's poisson: -89.2547 valid_0's huber: 27.8817
[76] valid_0's poisson: -89.281 valid_0's huber: 27.8566
[77] valid_0's poisson: -89.307 valid_0's huber: 27.8322
[78] valid_0's poisson: -89.3332 valid_0's huber: 27.8072
[79] valid_0's poisson: -89.3591 valid_0's huber: 27.7828
[80] valid_0's poisson: -89.3852 valid_0's huber: 27.7578
[81] valid_0's poisson: -89.4113 valid_0's huber: 27.7334
[82] valid_0's poisson: -89.4374 valid_0's huber: 27.7085
[83] valid_0's poisson: -89.4634 valid_0's huber: 27.6836
[84] valid_0's poisson: -89.4894 valid_0's huber: 27.6592
[85] valid_0's poisson: -89.5154 valid_0's huber: 27.6344
[86] valid_0's poisson: -89.5413 valid_0's huber: 27.6101
[87] valid_0's poisson: -89.5671 valid_0's huber: 27.5858
[88] valid_0's poisson: -89.593 valid_0's huber: 27.5611
[89] valid_0's poisson: -89.6188 valid_0's huber: 27.5368
[90] valid_0's poisson: -89.6446 valid_0's huber: 27.5126
[91] valid_0's poisson: -89.6703 valid_0's huber: 27.4879
[92] valid_0's poisson: -89.696 valid_0's huber: 27.4638
[93] valid_0's poisson: -89.7214 valid_0's huber: 27.4397
[94] valid_0's poisson: -89.7471 valid_0's huber: 27.4151
[95] valid_0's poisson: -89.7727 valid_0's huber: 27.391
[96] valid_0's poisson: -89.7982 valid_0's huber: 27.3669
[97] valid_0's poisson: -89.8237 valid_0's huber: 27.3424
[98] valid_0's poisson: -89.8491 valid_0's huber: 27.3184
[99] valid_0's poisson: -89.8743 valid_0's huber: 27.2945
[100] valid_0's poisson: -89.8998 valid_0's huber: 27.2701
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.1929 valid_0's huber: 29.8587
[2] valid_0's poisson: -87.2222 valid_0's huber: 29.8321
[3] valid_0's poisson: -87.2514 valid_0's huber: 29.8056
[4] valid_0's poisson: -87.2805 valid_0's huber: 29.7791
[5] valid_0's poisson: -87.3097 valid_0's huber: 29.7526
[6] valid_0's poisson: -87.3388 valid_0's huber: 29.7261
[7] valid_0's poisson: -87.3678 valid_0's huber: 29.6996
[8] valid_0's poisson: -87.3968 valid_0's huber: 29.6732
[9] valid_0's poisson: -87.4258 valid_0's huber: 29.6468
[10] valid_0's poisson: -87.4547 valid_0's huber: 29.6204
[11] valid_0's poisson: -87.4836 valid_0's huber: 29.5941
[12] valid_0's poisson: -87.5124 valid_0's huber: 29.5677
[13] valid_0's poisson: -87.5412 valid_0's huber: 29.5414
[14] valid_0's poisson: -87.5699 valid_0's huber: 29.5152
[15] valid_0's poisson: -87.5987 valid_0's huber: 29.4889
[16] valid_0's poisson: -87.6273 valid_0's huber: 29.4627
[17] valid_0's poisson: -87.6559 valid_0's huber: 29.4365
[18] valid_0's poisson: -87.6845 valid_0's huber: 29.4104
[19] valid_0's poisson: -87.7131 valid_0's huber: 29.3842
[20] valid_0's poisson: -87.7416 valid_0's huber: 29.3581
[21] valid_0's poisson: -87.77 valid_0's huber: 29.3321
[22] valid_0's poisson: -87.7985 valid_0's huber: 29.306
[23] valid_0's poisson: -87.8268 valid_0's huber: 29.28
[24] valid_0's poisson: -87.8552 valid_0's huber: 29.254
[25] valid_0's poisson: -87.8835 valid_0's huber: 29.228
[26] valid_0's poisson: -87.9117 valid_0's huber: 29.2021
[27] valid_0's poisson: -87.9399 valid_0's huber: 29.1762
[28] valid_0's poisson: -87.9681 valid_0's huber: 29.1503
[29] valid_0's poisson: -87.9962 valid_0's huber: 29.1245
[30] valid_0's poisson: -88.0243 valid_0's huber: 29.0987
[31] valid_0's poisson: -88.0524 valid_0's huber: 29.0729
[32] valid_0's poisson: -88.0804 valid_0's huber: 29.0471
[33] valid_0's poisson: -88.1084 valid_0's huber: 29.0213
[34] valid_0's poisson: -88.1363 valid_0's huber: 28.9956
[35] valid_0's poisson: -88.1642 valid_0's huber: 28.9698
[36] valid_0's poisson: -88.1921 valid_0's huber: 28.9441
[37] valid_0's poisson: -88.22 valid_0's huber: 28.9185
[38] valid_0's poisson: -88.2478 valid_0's huber: 28.8928
[39] valid_0's poisson: -88.2755 valid_0's huber: 28.8672
[40] valid_0's poisson: -88.3032 valid_0's huber: 28.8416
[41] valid_0's poisson: -88.3309 valid_0's huber: 28.816
[42] valid_0's poisson: -88.3586 valid_0's huber: 28.7905
[43] valid_0's poisson: -88.3862 valid_0's huber: 28.765
[44] valid_0's poisson: -88.4137 valid_0's huber: 28.7395
[45] valid_0's poisson: -88.4413 valid_0's huber: 28.714
[46] valid_0's poisson: -88.4687 valid_0's huber: 28.6886
[47] valid_0's poisson: -88.4962 valid_0's huber: 28.6632
[48] valid_0's poisson: -88.5236 valid_0's huber: 28.6378
[49] valid_0's poisson: -88.5509 valid_0's huber: 28.6125
[50] valid_0's poisson: -88.5782 valid_0's huber: 28.5872
[51] valid_0's poisson: -88.6055 valid_0's huber: 28.5619
[52] valid_0's poisson: -88.6327 valid_0's huber: 28.5366
[53] valid_0's poisson: -88.6599 valid_0's huber: 28.5114
[54] valid_0's poisson: -88.6871 valid_0's huber: 28.4862
[55] valid_0's poisson: -88.7142 valid_0's huber: 28.461
[56] valid_0's poisson: -88.7413 valid_0's huber: 28.4358
[57] valid_0's poisson: -88.7683 valid_0's huber: 28.4107
[58] valid_0's poisson: -88.7953 valid_0's huber: 28.3856
[59] valid_0's poisson: -88.8222 valid_0's huber: 28.3605
[60] valid_0's poisson: -88.8491 valid_0's huber: 28.3354
[61] valid_0's poisson: -88.876 valid_0's huber: 28.3104
[62] valid_0's poisson: -88.9029 valid_0's huber: 28.2854
[63] valid_0's poisson: -88.9296 valid_0's huber: 28.2604
[64] valid_0's poisson: -88.9564 valid_0's huber: 28.2354
[65] valid_0's poisson: -88.9831 valid_0's huber: 28.2104
[66] valid_0's poisson: -89.0098 valid_0's huber: 28.1855
[67] valid_0's poisson: -89.0363 valid_0's huber: 28.1606
[68] valid_0's poisson: -89.0629 valid_0's huber: 28.1358
[69] valid_0's poisson: -89.0895 valid_0's huber: 28.1109
[70] valid_0's poisson: -89.1159 valid_0's huber: 28.0861
[71] valid_0's poisson: -89.1423 valid_0's huber: 28.0613
[72] valid_0's poisson: -89.1687 valid_0's huber: 28.0366
[73] valid_0's poisson: -89.1951 valid_0's huber: 28.0118
[74] valid_0's poisson: -89.2214 valid_0's huber: 27.9871
[75] valid_0's poisson: -89.2477 valid_0's huber: 27.9624
[76] valid_0's poisson: -89.2739 valid_0's huber: 27.9377
[77] valid_0's poisson: -89.3001 valid_0's huber: 27.9131
[78] valid_0's poisson: -89.3263 valid_0's huber: 27.8884
[79] valid_0's poisson: -89.3525 valid_0's huber: 27.8638
[80] valid_0's poisson: -89.3785 valid_0's huber: 27.8392
[81] valid_0's poisson: -89.4046 valid_0's huber: 27.8147
[82] valid_0's poisson: -89.4306 valid_0's huber: 27.7902
[83] valid_0's poisson: -89.4566 valid_0's huber: 27.7656
[84] valid_0's poisson: -89.4825 valid_0's huber: 27.7412
[85] valid_0's poisson: -89.5084 valid_0's huber: 27.7167
[86] valid_0's poisson: -89.5343 valid_0's huber: 27.6923
[87] valid_0's poisson: -89.56 valid_0's huber: 27.6679
[88] valid_0's poisson: -89.5858 valid_0's huber: 27.6435
[89] valid_0's poisson: -89.6116 valid_0's huber: 27.6192
[90] valid_0's poisson: -89.6372 valid_0's huber: 27.5949
[91] valid_0's poisson: -89.6629 valid_0's huber: 27.5706
[92] valid_0's poisson: -89.6885 valid_0's huber: 27.5463
[93] valid_0's poisson: -89.714 valid_0's huber: 27.5221
[94] valid_0's poisson: -89.7396 valid_0's huber: 27.4978
[95] valid_0's poisson: -89.765 valid_0's huber: 27.4737
[96] valid_0's poisson: -89.7905 valid_0's huber: 27.4495
[97] valid_0's poisson: -89.8159 valid_0's huber: 27.4253
[98] valid_0's poisson: -89.8412 valid_0's huber: 27.4012
[99] valid_0's poisson: -89.8666 valid_0's huber: 27.3771
[100] valid_0's poisson: -89.8918 valid_0's huber: 27.3531
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8438 valid_0's huber: 29.2568
[2] valid_0's poisson: -88.4979 valid_0's huber: 28.7094
[3] valid_0's poisson: -89.1366 valid_0's huber: 28.1693
[4] valid_0's poisson: -89.7594 valid_0's huber: 27.6373
[5] valid_0's poisson: -90.3689 valid_0's huber: 27.1108
[6] valid_0's poisson: -90.9663 valid_0's huber: 26.5895
[7] valid_0's poisson: -91.5497 valid_0's huber: 26.0772
[8] valid_0's poisson: -92.124 valid_0's huber: 25.5703
[9] valid_0's poisson: -92.684 valid_0's huber: 25.0703
[10] valid_0's poisson: -93.2293 valid_0's huber: 24.579
[11] valid_0's poisson: -93.763 valid_0's huber: 24.0959
[12] valid_0's poisson: -94.2877 valid_0's huber: 23.6156
[13] valid_0's poisson: -94.799 valid_0's huber: 23.1443
[14] valid_0's poisson: -95.2978 valid_0's huber: 22.6804
[15] valid_0's poisson: -95.7844 valid_0's huber: 22.2254
[16] valid_0's poisson: -96.2541 valid_0's huber: 21.7809
[17] valid_0's poisson: -96.7144 valid_0's huber: 21.3417
[18] valid_0's poisson: -97.1591 valid_0's huber: 20.9149
[19] valid_0's poisson: -97.6012 valid_0's huber: 20.4919
[20] valid_0's poisson: -98.0304 valid_0's huber: 20.0755
[21] valid_0's poisson: -98.4531 valid_0's huber: 19.6645
[22] valid_0's poisson: -98.8653 valid_0's huber: 19.2595
[23] valid_0's poisson: -99.2658 valid_0's huber: 18.8656
[24] valid_0's poisson: -99.6564 valid_0's huber: 18.4734
[25] valid_0's poisson: -100.044 valid_0's huber: 18.0853
[26] valid_0's poisson: -100.414 valid_0's huber: 17.7141
[27] valid_0's poisson: -100.771 valid_0's huber: 17.3535
[28] valid_0's poisson: -101.126 valid_0's huber: 16.9932
[29] valid_0's poisson: -101.462 valid_0's huber: 16.6537
[30] valid_0's poisson: -101.788 valid_0's huber: 16.3233
[31] valid_0's poisson: -102.097 valid_0's huber: 16.0113
[32] valid_0's poisson: -102.399 valid_0's huber: 15.707
[33] valid_0's poisson: -102.685 valid_0's huber: 15.4191
[34] valid_0's poisson: -102.952 valid_0's huber: 15.1538
[35] valid_0's poisson: -103.209 valid_0's huber: 14.8977
[36] valid_0's poisson: -103.459 valid_0's huber: 14.6452
[37] valid_0's poisson: -103.695 valid_0's huber: 14.4102
[38] valid_0's poisson: -103.913 valid_0's huber: 14.1874
[39] valid_0's poisson: -104.112 valid_0's huber: 13.9887
[40] valid_0's poisson: -104.291 valid_0's huber: 13.8107
[41] valid_0's poisson: -104.441 valid_0's huber: 13.6636
[42] valid_0's poisson: -104.579 valid_0's huber: 13.5354
[43] valid_0's poisson: -104.696 valid_0's huber: 13.4294
[44] valid_0's poisson: -104.799 valid_0's huber: 13.3364
[45] valid_0's poisson: -104.875 valid_0's huber: 13.2539
[46] valid_0's poisson: -104.927 valid_0's huber: 13.1813
[47] valid_0's poisson: -104.989 valid_0's huber: 13.112
[48] valid_0's poisson: -105.074 valid_0's huber: 13.0411
[49] valid_0's poisson: -105.146 valid_0's huber: 12.9718
[50] valid_0's poisson: -105.217 valid_0's huber: 12.9043
[51] valid_0's poisson: -105.285 valid_0's huber: 12.8391
[52] valid_0's poisson: -105.352 valid_0's huber: 12.7845
[53] valid_0's poisson: -105.421 valid_0's huber: 12.7219
[54] valid_0's poisson: -105.487 valid_0's huber: 12.6602
[55] valid_0's poisson: -105.563 valid_0's huber: 12.6017
[56] valid_0's poisson: -105.623 valid_0's huber: 12.548
[57] valid_0's poisson: -105.712 valid_0's huber: 12.4924
[58] valid_0's poisson: -105.731 valid_0's huber: 12.4408
[59] valid_0's poisson: -105.782 valid_0's huber: 12.3895
[60] valid_0's poisson: -105.848 valid_0's huber: 12.3331
[61] valid_0's poisson: -105.911 valid_0's huber: 12.2774
[62] valid_0's poisson: -105.978 valid_0's huber: 12.2278
[63] valid_0's poisson: -106.037 valid_0's huber: 12.1757
[64] valid_0's poisson: -106.09 valid_0's huber: 12.1332
[65] valid_0's poisson: -106.146 valid_0's huber: 12.083
[66] valid_0's poisson: -106.221 valid_0's huber: 12.0364
[67] valid_0's poisson: -106.265 valid_0's huber: 11.9904
[68] valid_0's poisson: -106.317 valid_0's huber: 11.9438
[69] valid_0's poisson: -106.339 valid_0's huber: 11.8979
[70] valid_0's poisson: -106.39 valid_0's huber: 11.8505
[71] valid_0's poisson: -106.449 valid_0's huber: 11.8045
[72] valid_0's poisson: -106.493 valid_0's huber: 11.764
[73] valid_0's poisson: -106.538 valid_0's huber: 11.721
[74] valid_0's poisson: -106.535 valid_0's huber: 11.6813
[75] valid_0's poisson: -106.582 valid_0's huber: 11.6409
[76] valid_0's poisson: -106.625 valid_0's huber: 11.5961
[77] valid_0's poisson: -106.67 valid_0's huber: 11.5539
[78] valid_0's poisson: -106.708 valid_0's huber: 11.5186
[79] valid_0's poisson: -106.746 valid_0's huber: 11.4819
[80] valid_0's poisson: -106.792 valid_0's huber: 11.4478
[81] valid_0's poisson: -106.831 valid_0's huber: 11.4092
[82] valid_0's poisson: -106.867 valid_0's huber: 11.3746
[83] valid_0's poisson: -106.896 valid_0's huber: 11.3407
[84] valid_0's poisson: -106.922 valid_0's huber: 11.307
[85] valid_0's poisson: -106.942 valid_0's huber: 11.2715
[86] valid_0's poisson: -106.975 valid_0's huber: 11.2378
[87] valid_0's poisson: -107.015 valid_0's huber: 11.2064
[88] valid_0's poisson: -107.047 valid_0's huber: 11.1748
[89] valid_0's poisson: -107.081 valid_0's huber: 11.143
[90] valid_0's poisson: -107.109 valid_0's huber: 11.1077
[91] valid_0's poisson: -107.148 valid_0's huber: 11.0788
[92] valid_0's poisson: -107.178 valid_0's huber: 11.0484
[93] valid_0's poisson: -107.207 valid_0's huber: 11.0188
[94] valid_0's poisson: -107.253 valid_0's huber: 10.9897
[95] valid_0's poisson: -107.279 valid_0's huber: 10.9639
[96] valid_0's poisson: -107.308 valid_0's huber: 10.9332
[97] valid_0's poisson: -107.332 valid_0's huber: 10.8986
[98] valid_0's poisson: -107.349 valid_0's huber: 10.8651
[99] valid_0's poisson: -107.361 valid_0's huber: 10.8331
[100] valid_0's poisson: -107.388 valid_0's huber: 10.8044
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.839 valid_0's huber: 29.2595
[2] valid_0's poisson: -88.489 valid_0's huber: 28.7157
[3] valid_0's poisson: -89.1227 valid_0's huber: 28.1794
[4] valid_0's poisson: -89.7501 valid_0's huber: 27.6399
[5] valid_0's poisson: -90.3602 valid_0's huber: 27.1093
[6] valid_0's poisson: -90.9596 valid_0's huber: 26.5842
[7] valid_0's poisson: -91.5461 valid_0's huber: 26.0654
[8] valid_0's poisson: -92.121 valid_0's huber: 25.5548
[9] valid_0's poisson: -92.6796 valid_0's huber: 25.0535
[10] valid_0's poisson: -93.2254 valid_0's huber: 24.5616
[11] valid_0's poisson: -93.7591 valid_0's huber: 24.0744
[12] valid_0's poisson: -94.2838 valid_0's huber: 23.5922
[13] valid_0's poisson: -94.797 valid_0's huber: 23.1175
[14] valid_0's poisson: -95.2951 valid_0's huber: 22.6535
[15] valid_0's poisson: -95.7776 valid_0's huber: 22.1998
[16] valid_0's poisson: -96.2528 valid_0's huber: 21.7513
[17] valid_0's poisson: -96.7119 valid_0's huber: 21.3109
[18] valid_0's poisson: -97.1657 valid_0's huber: 20.8777
[19] valid_0's poisson: -97.6069 valid_0's huber: 20.455
[20] valid_0's poisson: -98.0335 valid_0's huber: 20.0434
[21] valid_0's poisson: -98.4487 valid_0's huber: 19.6383
[22] valid_0's poisson: -98.8635 valid_0's huber: 19.2283
[23] valid_0's poisson: -99.2689 valid_0's huber: 18.8241
[24] valid_0's poisson: -99.6635 valid_0's huber: 18.4308
[25] valid_0's poisson: -100.049 valid_0's huber: 18.046
[26] valid_0's poisson: -100.419 valid_0's huber: 17.6726
[27] valid_0's poisson: -100.776 valid_0's huber: 17.3105
[28] valid_0's poisson: -101.124 valid_0's huber: 16.9565
[29] valid_0's poisson: -101.458 valid_0's huber: 16.6171
[30] valid_0's poisson: -101.782 valid_0's huber: 16.289
[31] valid_0's poisson: -102.091 valid_0's huber: 15.9721
[32] valid_0's poisson: -102.4 valid_0's huber: 15.6579
[33] valid_0's poisson: -102.693 valid_0's huber: 15.3585
[34] valid_0's poisson: -102.964 valid_0's huber: 15.0859
[35] valid_0's poisson: -103.215 valid_0's huber: 14.8354
[36] valid_0's poisson: -103.462 valid_0's huber: 14.5911
[37] valid_0's poisson: -103.7 valid_0's huber: 14.3493
[38] valid_0's poisson: -103.91 valid_0's huber: 14.1347
[39] valid_0's poisson: -104.114 valid_0's huber: 13.9301
[40] valid_0's poisson: -104.293 valid_0's huber: 13.754
[41] valid_0's poisson: -104.451 valid_0's huber: 13.6035
[42] valid_0's poisson: -104.577 valid_0's huber: 13.4795
[43] valid_0's poisson: -104.693 valid_0's huber: 13.3724
[44] valid_0's poisson: -104.793 valid_0's huber: 13.2855
[45] valid_0's poisson: -104.875 valid_0's huber: 13.1991
[46] valid_0's poisson: -104.848 valid_0's huber: 13.1256
[47] valid_0's poisson: -104.965 valid_0's huber: 13.0538
[48] valid_0's poisson: -105.042 valid_0's huber: 12.9857
[49] valid_0's poisson: -105.088 valid_0's huber: 12.9147
[50] valid_0's poisson: -105.162 valid_0's huber: 12.8471
[51] valid_0's poisson: -105.25 valid_0's huber: 12.7779
[52] valid_0's poisson: -105.319 valid_0's huber: 12.7205
[53] valid_0's poisson: -105.382 valid_0's huber: 12.6609
[54] valid_0's poisson: -105.435 valid_0's huber: 12.6075
[55] valid_0's poisson: -105.499 valid_0's huber: 12.5503
[56] valid_0's poisson: -105.569 valid_0's huber: 12.4978
[57] valid_0's poisson: -105.622 valid_0's huber: 12.4465
[58] valid_0's poisson: -105.688 valid_0's huber: 12.3925
[59] valid_0's poisson: -105.744 valid_0's huber: 12.3442
[60] valid_0's poisson: -105.76 valid_0's huber: 12.2905
[61] valid_0's poisson: -105.832 valid_0's huber: 12.2346
[62] valid_0's poisson: -105.891 valid_0's huber: 12.1826
[63] valid_0's poisson: -105.953 valid_0's huber: 12.1282
[64] valid_0's poisson: -106.005 valid_0's huber: 12.0837
[65] valid_0's poisson: -106.057 valid_0's huber: 12.0408
[66] valid_0's poisson: -106.111 valid_0's huber: 11.9981
[67] valid_0's poisson: -106.169 valid_0's huber: 11.9538
[68] valid_0's poisson: -106.203 valid_0's huber: 11.9133
[69] valid_0's poisson: -106.24 valid_0's huber: 11.8688
[70] valid_0's poisson: -106.27 valid_0's huber: 11.8246
[71] valid_0's poisson: -106.328 valid_0's huber: 11.7813
[72] valid_0's poisson: -106.371 valid_0's huber: 11.7412
[73] valid_0's poisson: -106.398 valid_0's huber: 11.7023
[74] valid_0's poisson: -106.459 valid_0's huber: 11.6651
[75] valid_0's poisson: -106.505 valid_0's huber: 11.6289
[76] valid_0's poisson: -106.527 valid_0's huber: 11.5947
[77] valid_0's poisson: -106.576 valid_0's huber: 11.5566
[78] valid_0's poisson: -106.606 valid_0's huber: 11.5172
[79] valid_0's poisson: -106.627 valid_0's huber: 11.4869
[80] valid_0's poisson: -106.663 valid_0's huber: 11.4515
[81] valid_0's poisson: -106.695 valid_0's huber: 11.4188
[82] valid_0's poisson: -106.697 valid_0's huber: 11.3857
[83] valid_0's poisson: -106.737 valid_0's huber: 11.3495
[84] valid_0's poisson: -106.778 valid_0's huber: 11.3122
[85] valid_0's poisson: -106.817 valid_0's huber: 11.276
[86] valid_0's poisson: -106.879 valid_0's huber: 11.2409
[87] valid_0's poisson: -106.901 valid_0's huber: 11.2086
[88] valid_0's poisson: -106.931 valid_0's huber: 11.1773
[89] valid_0's poisson: -106.97 valid_0's huber: 11.1404
[90] valid_0's poisson: -107.004 valid_0's huber: 11.1058
[91] valid_0's poisson: -107.041 valid_0's huber: 11.0708
[92] valid_0's poisson: -107.058 valid_0's huber: 11.0383
[93] valid_0's poisson: -107.114 valid_0's huber: 10.9979
[94] valid_0's poisson: -107.183 valid_0's huber: 10.9643
[95] valid_0's poisson: -107.197 valid_0's huber: 10.9278
[96] valid_0's poisson: -107.239 valid_0's huber: 10.8921
[97] valid_0's poisson: -107.254 valid_0's huber: 10.8592
[98] valid_0's poisson: -107.286 valid_0's huber: 10.8265
[99] valid_0's poisson: -107.311 valid_0's huber: 10.797
[100] valid_0's poisson: -107.342 valid_0's huber: 10.7657
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8383 valid_0's huber: 29.284
[2] valid_0's poisson: -88.4907 valid_0's huber: 28.7323
[3] valid_0's poisson: -89.1315 valid_0's huber: 28.1862
[4] valid_0's poisson: -89.7598 valid_0's huber: 27.6459
[5] valid_0's poisson: -90.3734 valid_0's huber: 27.1136
[6] valid_0's poisson: -90.9717 valid_0's huber: 26.5901
[7] valid_0's poisson: -91.5492 valid_0's huber: 26.078
[8] valid_0's poisson: -92.1195 valid_0's huber: 25.5712
[9] valid_0's poisson: -92.6752 valid_0's huber: 25.0724
[10] valid_0's poisson: -93.2186 valid_0's huber: 24.5822
[11] valid_0's poisson: -93.7507 valid_0's huber: 24.1003
[12] valid_0's poisson: -94.2675 valid_0's huber: 23.6265
[13] valid_0's poisson: -94.7725 valid_0's huber: 23.1601
[14] valid_0's poisson: -95.2672 valid_0's huber: 22.7006
[15] valid_0's poisson: -95.7476 valid_0's huber: 22.2487
[16] valid_0's poisson: -96.216 valid_0's huber: 21.8048
[17] valid_0's poisson: -96.6754 valid_0's huber: 21.3704
[18] valid_0's poisson: -97.1258 valid_0's huber: 20.9384
[19] valid_0's poisson: -97.5663 valid_0's huber: 20.5154
[20] valid_0's poisson: -97.9914 valid_0's huber: 20.103
[21] valid_0's poisson: -98.4119 valid_0's huber: 19.6949
[22] valid_0's poisson: -98.8241 valid_0's huber: 19.2911
[23] valid_0's poisson: -99.2347 valid_0's huber: 18.8874
[24] valid_0's poisson: -99.6326 valid_0's huber: 18.4913
[25] valid_0's poisson: -100.016 valid_0's huber: 18.1103
[26] valid_0's poisson: -100.388 valid_0's huber: 17.7432
[27] valid_0's poisson: -100.748 valid_0's huber: 17.3809
[28] valid_0's poisson: -101.099 valid_0's huber: 17.0258
[29] valid_0's poisson: -101.437 valid_0's huber: 16.683
[30] valid_0's poisson: -101.762 valid_0's huber: 16.3553
[31] valid_0's poisson: -102.078 valid_0's huber: 16.0325
[32] valid_0's poisson: -102.386 valid_0's huber: 15.7198
[33] valid_0's poisson: -102.688 valid_0's huber: 15.4125
[34] valid_0's poisson: -102.969 valid_0's huber: 15.1311
[35] valid_0's poisson: -103.235 valid_0's huber: 14.8644
[36] valid_0's poisson: -103.487 valid_0's huber: 14.6119
[37] valid_0's poisson: -103.715 valid_0's huber: 14.3805
[38] valid_0's poisson: -103.936 valid_0's huber: 14.1581
[39] valid_0's poisson: -104.138 valid_0's huber: 13.9572
[40] valid_0's poisson: -104.322 valid_0's huber: 13.7751
[41] valid_0's poisson: -104.478 valid_0's huber: 13.6236
[42] valid_0's poisson: -104.613 valid_0's huber: 13.4952
[43] valid_0's poisson: -104.737 valid_0's huber: 13.3803
[44] valid_0's poisson: -104.83 valid_0's huber: 13.2907
[45] valid_0's poisson: -104.909 valid_0's huber: 13.206
[46] valid_0's poisson: -104.938 valid_0's huber: 13.1323
[47] valid_0's poisson: -105.016 valid_0's huber: 13.0598
[48] valid_0's poisson: -105.075 valid_0's huber: 12.992
[49] valid_0's poisson: -105.136 valid_0's huber: 12.9268
[50] valid_0's poisson: -105.226 valid_0's huber: 12.867
[51] valid_0's poisson: -105.306 valid_0's huber: 12.8037
[52] valid_0's poisson: -105.371 valid_0's huber: 12.7411
[53] valid_0's poisson: -105.424 valid_0's huber: 12.6818
[54] valid_0's poisson: -105.495 valid_0's huber: 12.6241
[55] valid_0's poisson: -105.561 valid_0's huber: 12.568
[56] valid_0's poisson: -105.626 valid_0's huber: 12.5132
[57] valid_0's poisson: -105.694 valid_0's huber: 12.454
[58] valid_0's poisson: -105.758 valid_0's huber: 12.3987
[59] valid_0's poisson: -105.81 valid_0's huber: 12.3476
[60] valid_0's poisson: -105.866 valid_0's huber: 12.2973
[61] valid_0's poisson: -105.9 valid_0's huber: 12.2466
[62] valid_0's poisson: -105.958 valid_0's huber: 12.1969
[63] valid_0's poisson: -106.014 valid_0's huber: 12.1474
[64] valid_0's poisson: -106.067 valid_0's huber: 12.101
[65] valid_0's poisson: -106.099 valid_0's huber: 12.0579
[66] valid_0's poisson: -106.147 valid_0's huber: 12.015
[67] valid_0's poisson: -106.204 valid_0's huber: 11.9745
[68] valid_0's poisson: -106.247 valid_0's huber: 11.9376
[69] valid_0's poisson: -106.305 valid_0's huber: 11.8973
[70] valid_0's poisson: -106.357 valid_0's huber: 11.8591
[71] valid_0's poisson: -106.363 valid_0's huber: 11.8219
[72] valid_0's poisson: -106.432 valid_0's huber: 11.7817
[73] valid_0's poisson: -106.456 valid_0's huber: 11.7437
[74] valid_0's poisson: -106.463 valid_0's huber: 11.7051
[75] valid_0's poisson: -106.504 valid_0's huber: 11.6687
[76] valid_0's poisson: -106.547 valid_0's huber: 11.633
[77] valid_0's poisson: -106.558 valid_0's huber: 11.5939
[78] valid_0's poisson: -106.595 valid_0's huber: 11.5576
[79] valid_0's poisson: -106.629 valid_0's huber: 11.52
[80] valid_0's poisson: -106.681 valid_0's huber: 11.4847
[81] valid_0's poisson: -106.723 valid_0's huber: 11.4447
[82] valid_0's poisson: -106.766 valid_0's huber: 11.4083
[83] valid_0's poisson: -106.797 valid_0's huber: 11.3757
[84] valid_0's poisson: -106.831 valid_0's huber: 11.3415
[85] valid_0's poisson: -106.861 valid_0's huber: 11.3075
[86] valid_0's poisson: -106.877 valid_0's huber: 11.2713
[87] valid_0's poisson: -106.904 valid_0's huber: 11.239
[88] valid_0's poisson: -106.931 valid_0's huber: 11.2073
[89] valid_0's poisson: -106.973 valid_0's huber: 11.1724
[90] valid_0's poisson: -107.018 valid_0's huber: 11.1408
[91] valid_0's poisson: -107.047 valid_0's huber: 11.1076
[92] valid_0's poisson: -107.078 valid_0's huber: 11.0749
[93] valid_0's poisson: -107.14 valid_0's huber: 11.0461
[94] valid_0's poisson: -107.159 valid_0's huber: 11.0158
[95] valid_0's poisson: -107.189 valid_0's huber: 10.983
[96] valid_0's poisson: -107.218 valid_0's huber: 10.952
[97] valid_0's poisson: -107.226 valid_0's huber: 10.9237
[98] valid_0's poisson: -107.235 valid_0's huber: 10.8931
[99] valid_0's poisson: -107.258 valid_0's huber: 10.8668
[100] valid_0's poisson: -107.328 valid_0's huber: 10.8386
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8442 valid_0's huber: 29.2386
[2] valid_0's poisson: -88.4963 valid_0's huber: 28.6912
[3] valid_0's poisson: -89.1391 valid_0's huber: 28.1464
[4] valid_0's poisson: -89.7618 valid_0's huber: 27.6141
[5] valid_0's poisson: -90.3767 valid_0's huber: 27.0827
[6] valid_0's poisson: -90.9758 valid_0's huber: 26.5594
[7] valid_0's poisson: -91.5605 valid_0's huber: 26.0447
[8] valid_0's poisson: -92.134 valid_0's huber: 25.5358
[9] valid_0's poisson: -92.6976 valid_0's huber: 25.0328
[10] valid_0's poisson: -93.2435 valid_0's huber: 24.5402
[11] valid_0's poisson: -93.778 valid_0's huber: 24.0553
[12] valid_0's poisson: -94.2997 valid_0's huber: 23.5794
[13] valid_0's poisson: -94.8071 valid_0's huber: 23.1127
[14] valid_0's poisson: -95.3037 valid_0's huber: 22.6495
[15] valid_0's poisson: -95.7873 valid_0's huber: 22.1947
[16] valid_0's poisson: -96.2575 valid_0's huber: 21.7498
[17] valid_0's poisson: -96.7186 valid_0's huber: 21.3127
[18] valid_0's poisson: -97.1661 valid_0's huber: 20.8841
[19] valid_0's poisson: -97.6081 valid_0's huber: 20.4612
[20] valid_0's poisson: -98.0402 valid_0's huber: 20.0448
[21] valid_0's poisson: -98.4675 valid_0's huber: 19.6291
[22] valid_0's poisson: -98.8846 valid_0's huber: 19.2212
[23] valid_0's poisson: -99.2908 valid_0's huber: 18.8175
[24] valid_0's poisson: -99.6843 valid_0's huber: 18.428
[25] valid_0's poisson: -100.064 valid_0's huber: 18.0483
[26] valid_0's poisson: -100.434 valid_0's huber: 17.6772
[27] valid_0's poisson: -100.79 valid_0's huber: 17.3214
[28] valid_0's poisson: -101.138 valid_0's huber: 16.9724
[29] valid_0's poisson: -101.47 valid_0's huber: 16.6323
[30] valid_0's poisson: -101.791 valid_0's huber: 16.3103
[31] valid_0's poisson: -102.102 valid_0's huber: 15.9949
[32] valid_0's poisson: -102.403 valid_0's huber: 15.6939
[33] valid_0's poisson: -102.686 valid_0's huber: 15.4126
[34] valid_0's poisson: -102.97 valid_0's huber: 15.1215
[35] valid_0's poisson: -103.23 valid_0's huber: 14.8626
[36] valid_0's poisson: -103.473 valid_0's huber: 14.6115
[37] valid_0's poisson: -103.713 valid_0's huber: 14.3674
[38] valid_0's poisson: -103.934 valid_0's huber: 14.1434
[39] valid_0's poisson: -104.138 valid_0's huber: 13.9443
[40] valid_0's poisson: -104.316 valid_0's huber: 13.7703
[41] valid_0's poisson: -104.473 valid_0's huber: 13.618
[42] valid_0's poisson: -104.603 valid_0's huber: 13.4945
[43] valid_0's poisson: -104.716 valid_0's huber: 13.3866
[44] valid_0's poisson: -104.808 valid_0's huber: 13.2954
[45] valid_0's poisson: -104.859 valid_0's huber: 13.2131
[46] valid_0's poisson: -104.928 valid_0's huber: 13.137
[47] valid_0's poisson: -105.044 valid_0's huber: 13.0656
[48] valid_0's poisson: -105.129 valid_0's huber: 12.9937
[49] valid_0's poisson: -105.187 valid_0's huber: 12.9249
[50] valid_0's poisson: -105.252 valid_0's huber: 12.8633
[51] valid_0's poisson: -105.318 valid_0's huber: 12.7986
[52] valid_0's poisson: -105.394 valid_0's huber: 12.7352
[53] valid_0's poisson: -105.461 valid_0's huber: 12.6744
[54] valid_0's poisson: -105.521 valid_0's huber: 12.6122
[55] valid_0's poisson: -105.589 valid_0's huber: 12.5548
[56] valid_0's poisson: -105.654 valid_0's huber: 12.5025
[57] valid_0's poisson: -105.709 valid_0's huber: 12.4468
[58] valid_0's poisson: -105.775 valid_0's huber: 12.3918
[59] valid_0's poisson: -105.843 valid_0's huber: 12.3377
[60] valid_0's poisson: -105.894 valid_0's huber: 12.2849
[61] valid_0's poisson: -105.955 valid_0's huber: 12.2361
[62] valid_0's poisson: -106.014 valid_0's huber: 12.1854
[63] valid_0's poisson: -106.08 valid_0's huber: 12.1373
[64] valid_0's poisson: -106.135 valid_0's huber: 12.0888
[65] valid_0's poisson: -106.189 valid_0's huber: 12.0425
[66] valid_0's poisson: -106.253 valid_0's huber: 11.9964
[67] valid_0's poisson: -106.3 valid_0's huber: 11.9544
[68] valid_0's poisson: -106.357 valid_0's huber: 11.9116
[69] valid_0's poisson: -106.401 valid_0's huber: 11.8704
[70] valid_0's poisson: -106.421 valid_0's huber: 11.8318
[71] valid_0's poisson: -106.485 valid_0's huber: 11.7893
[72] valid_0's poisson: -106.531 valid_0's huber: 11.7486
[73] valid_0's poisson: -106.57 valid_0's huber: 11.7134
[74] valid_0's poisson: -106.611 valid_0's huber: 11.675
[75] valid_0's poisson: -106.653 valid_0's huber: 11.6381
[76] valid_0's poisson: -106.696 valid_0's huber: 11.5982
[77] valid_0's poisson: -106.71 valid_0's huber: 11.5573
[78] valid_0's poisson: -106.752 valid_0's huber: 11.518
[79] valid_0's poisson: -106.795 valid_0's huber: 11.4779
[80] valid_0's poisson: -106.835 valid_0's huber: 11.4406
[81] valid_0's poisson: -106.879 valid_0's huber: 11.4038
[82] valid_0's poisson: -106.913 valid_0's huber: 11.3697
[83] valid_0's poisson: -106.951 valid_0's huber: 11.3337
[84] valid_0's poisson: -106.987 valid_0's huber: 11.2992
[85] valid_0's poisson: -107.023 valid_0's huber: 11.2649
[86] valid_0's poisson: -107.038 valid_0's huber: 11.2325
[87] valid_0's poisson: -107.069 valid_0's huber: 11.2008
[88] valid_0's poisson: -107.097 valid_0's huber: 11.169
[89] valid_0's poisson: -107.127 valid_0's huber: 11.1382
[90] valid_0's poisson: -107.162 valid_0's huber: 11.1083
[91] valid_0's poisson: -107.185 valid_0's huber: 11.0813
[92] valid_0's poisson: -107.224 valid_0's huber: 11.0474
[93] valid_0's poisson: -107.256 valid_0's huber: 11.0157
[94] valid_0's poisson: -107.242 valid_0's huber: 10.9883
[95] valid_0's poisson: -107.264 valid_0's huber: 10.9594
[96] valid_0's poisson: -107.298 valid_0's huber: 10.9317
[97] valid_0's poisson: -107.328 valid_0's huber: 10.9025
[98] valid_0's poisson: -107.342 valid_0's huber: 10.8763
[99] valid_0's poisson: -107.376 valid_0's huber: 10.8514
[100] valid_0's poisson: -107.382 valid_0's huber: 10.826
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8334 valid_0's huber: 29.3274
[2] valid_0's poisson: -88.4868 valid_0's huber: 28.7774
[3] valid_0's poisson: -89.1286 valid_0's huber: 28.2327
[4] valid_0's poisson: -89.7543 valid_0's huber: 27.6955
[5] valid_0's poisson: -90.3676 valid_0's huber: 27.164
[6] valid_0's poisson: -90.9703 valid_0's huber: 26.6359
[7] valid_0's poisson: -91.5513 valid_0's huber: 26.1201
[8] valid_0's poisson: -92.1224 valid_0's huber: 25.6105
[9] valid_0's poisson: -92.6808 valid_0's huber: 25.1089
[10] valid_0's poisson: -93.2253 valid_0's huber: 24.614
[11] valid_0's poisson: -93.7629 valid_0's huber: 24.1261
[12] valid_0's poisson: -94.283 valid_0's huber: 23.6482
[13] valid_0's poisson: -94.7916 valid_0's huber: 23.1797
[14] valid_0's poisson: -95.2884 valid_0's huber: 22.7174
[15] valid_0's poisson: -95.7728 valid_0's huber: 22.2624
[16] valid_0's poisson: -96.2468 valid_0's huber: 21.8167
[17] valid_0's poisson: -96.7098 valid_0's huber: 21.3781
[18] valid_0's poisson: -97.1618 valid_0's huber: 20.9479
[19] valid_0's poisson: -97.6038 valid_0's huber: 20.5243
[20] valid_0's poisson: -98.036 valid_0's huber: 20.1043
[21] valid_0's poisson: -98.4569 valid_0's huber: 19.6951
[22] valid_0's poisson: -98.8702 valid_0's huber: 19.2908
[23] valid_0's poisson: -99.2821 valid_0's huber: 18.8868
[24] valid_0's poisson: -99.6792 valid_0's huber: 18.4911
[25] valid_0's poisson: -100.065 valid_0's huber: 18.1027
[26] valid_0's poisson: -100.442 valid_0's huber: 17.7254
[27] valid_0's poisson: -100.802 valid_0's huber: 17.3598
[28] valid_0's poisson: -101.155 valid_0's huber: 17.0051
[29] valid_0's poisson: -101.502 valid_0's huber: 16.6523
[30] valid_0's poisson: -101.829 valid_0's huber: 16.3188
[31] valid_0's poisson: -102.142 valid_0's huber: 15.9989
[32] valid_0's poisson: -102.451 valid_0's huber: 15.682
[33] valid_0's poisson: -102.735 valid_0's huber: 15.3945
[34] valid_0's poisson: -103.01 valid_0's huber: 15.1163
[35] valid_0's poisson: -103.269 valid_0's huber: 14.8553
[36] valid_0's poisson: -103.511 valid_0's huber: 14.6129
[37] valid_0's poisson: -103.747 valid_0's huber: 14.3721
[38] valid_0's poisson: -103.97 valid_0's huber: 14.1479
[39] valid_0's poisson: -104.179 valid_0's huber: 13.9426
[40] valid_0's poisson: -104.358 valid_0's huber: 13.7644
[41] valid_0's poisson: -104.522 valid_0's huber: 13.6066
[42] valid_0's poisson: -104.661 valid_0's huber: 13.4748
[43] valid_0's poisson: -104.774 valid_0's huber: 13.3678
[44] valid_0's poisson: -104.881 valid_0's huber: 13.2688
[45] valid_0's poisson: -104.964 valid_0's huber: 13.1867
[46] valid_0's poisson: -105.001 valid_0's huber: 13.1105
[47] valid_0's poisson: -105.049 valid_0's huber: 13.0385
[48] valid_0's poisson: -105.116 valid_0's huber: 12.9633
[49] valid_0's poisson: -105.194 valid_0's huber: 12.895
[50] valid_0's poisson: -105.258 valid_0's huber: 12.8275
[51] valid_0's poisson: -105.336 valid_0's huber: 12.7648
[52] valid_0's poisson: -105.357 valid_0's huber: 12.7037
[53] valid_0's poisson: -105.416 valid_0's huber: 12.6432
[54] valid_0's poisson: -105.521 valid_0's huber: 12.5845
[55] valid_0's poisson: -105.59 valid_0's huber: 12.5251
[56] valid_0's poisson: -105.639 valid_0's huber: 12.4689
[57] valid_0's poisson: -105.681 valid_0's huber: 12.42
[58] valid_0's poisson: -105.727 valid_0's huber: 12.368
[59] valid_0's poisson: -105.748 valid_0's huber: 12.3162
[60] valid_0's poisson: -105.805 valid_0's huber: 12.2651
[61] valid_0's poisson: -105.862 valid_0's huber: 12.215
[62] valid_0's poisson: -105.923 valid_0's huber: 12.1651
[63] valid_0's poisson: -105.975 valid_0's huber: 12.1209
[64] valid_0's poisson: -106.025 valid_0's huber: 12.0747
[65] valid_0's poisson: -106.058 valid_0's huber: 12.031
[66] valid_0's poisson: -106.098 valid_0's huber: 11.9856
[67] valid_0's poisson: -106.14 valid_0's huber: 11.9407
[68] valid_0's poisson: -106.179 valid_0's huber: 11.8977
[69] valid_0's poisson: -106.226 valid_0's huber: 11.8522
[70] valid_0's poisson: -106.271 valid_0's huber: 11.8104
[71] valid_0's poisson: -106.301 valid_0's huber: 11.7682
[72] valid_0's poisson: -106.359 valid_0's huber: 11.7214
[73] valid_0's poisson: -106.392 valid_0's huber: 11.6809
[74] valid_0's poisson: -106.425 valid_0's huber: 11.6373
[75] valid_0's poisson: -106.474 valid_0's huber: 11.5934
[76] valid_0's poisson: -106.56 valid_0's huber: 11.557
[77] valid_0's poisson: -106.59 valid_0's huber: 11.5144
[78] valid_0's poisson: -106.606 valid_0's huber: 11.4743
[79] valid_0's poisson: -106.642 valid_0's huber: 11.4344
[80] valid_0's poisson: -106.683 valid_0's huber: 11.3933
[81] valid_0's poisson: -106.719 valid_0's huber: 11.3565
[82] valid_0's poisson: -106.758 valid_0's huber: 11.3197
[83] valid_0's poisson: -106.807 valid_0's huber: 11.2799
[84] valid_0's poisson: -106.839 valid_0's huber: 11.2415
[85] valid_0's poisson: -106.904 valid_0's huber: 11.2047
[86] valid_0's poisson: -106.937 valid_0's huber: 11.1667
[87] valid_0's poisson: -106.957 valid_0's huber: 11.1272
[88] valid_0's poisson: -106.992 valid_0's huber: 11.0904
[89] valid_0's poisson: -107.039 valid_0's huber: 11.0544
[90] valid_0's poisson: -107.059 valid_0's huber: 11.0236
[91] valid_0's poisson: -107.061 valid_0's huber: 10.9896
[92] valid_0's poisson: -107.103 valid_0's huber: 10.9551
[93] valid_0's poisson: -107.091 valid_0's huber: 10.9235
[94] valid_0's poisson: -107.125 valid_0's huber: 10.8926
[95] valid_0's poisson: -107.153 valid_0's huber: 10.863
[96] valid_0's poisson: -107.176 valid_0's huber: 10.8315
[97] valid_0's poisson: -107.243 valid_0's huber: 10.8009
[98] valid_0's poisson: -107.255 valid_0's huber: 10.7708
[99] valid_0's poisson: -107.283 valid_0's huber: 10.739
[100] valid_0's poisson: -107.303 valid_0's huber: 10.7115
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8277 valid_0's huber: 29.2721
[2] valid_0's poisson: -88.4661 valid_0's huber: 28.74
[3] valid_0's poisson: -89.0866 valid_0's huber: 28.2209
[4] valid_0's poisson: -89.6924 valid_0's huber: 27.7093
[5] valid_0's poisson: -90.2878 valid_0's huber: 27.1993
[6] valid_0's poisson: -90.8677 valid_0's huber: 26.6993
[7] valid_0's poisson: -91.4356 valid_0's huber: 26.2042
[8] valid_0's poisson: -91.9912 valid_0's huber: 25.7163
[9] valid_0's poisson: -92.5368 valid_0's huber: 25.2366
[10] valid_0's poisson: -93.0697 valid_0's huber: 24.7589
[11] valid_0's poisson: -93.5907 valid_0's huber: 24.2896
[12] valid_0's poisson: -94.0996 valid_0's huber: 23.8279
[13] valid_0's poisson: -94.5927 valid_0's huber: 23.3813
[14] valid_0's poisson: -95.0802 valid_0's huber: 22.934
[15] valid_0's poisson: -95.5541 valid_0's huber: 22.4957
[16] valid_0's poisson: -96.0157 valid_0's huber: 22.065
[17] valid_0's poisson: -96.4713 valid_0's huber: 21.6352
[18] valid_0's poisson: -96.901 valid_0's huber: 21.224
[19] valid_0's poisson: -97.3268 valid_0's huber: 20.8156
[20] valid_0's poisson: -97.7498 valid_0's huber: 20.4127
[21] valid_0's poisson: -98.1568 valid_0's huber: 20.0167
[22] valid_0's poisson: -98.5565 valid_0's huber: 19.6318
[23] valid_0's poisson: -98.9521 valid_0's huber: 19.2422
[24] valid_0's poisson: -99.3377 valid_0's huber: 18.8619
[25] valid_0's poisson: -99.7177 valid_0's huber: 18.4875
[26] valid_0's poisson: -100.08 valid_0's huber: 18.1255
[27] valid_0's poisson: -100.432 valid_0's huber: 17.7702
[28] valid_0's poisson: -100.772 valid_0's huber: 17.4283
[29] valid_0's poisson: -101.1 valid_0's huber: 17.0955
[30] valid_0's poisson: -101.416 valid_0's huber: 16.7775
[31] valid_0's poisson: -101.725 valid_0's huber: 16.4644
[32] valid_0's poisson: -102.032 valid_0's huber: 16.1527
[33] valid_0's poisson: -102.319 valid_0's huber: 15.8608
[34] valid_0's poisson: -102.597 valid_0's huber: 15.58
[35] valid_0's poisson: -102.853 valid_0's huber: 15.3158
[36] valid_0's poisson: -103.091 valid_0's huber: 15.0734
[37] valid_0's poisson: -103.321 valid_0's huber: 14.8456
[38] valid_0's poisson: -103.534 valid_0's huber: 14.6306
[39] valid_0's poisson: -103.729 valid_0's huber: 14.4365
[40] valid_0's poisson: -103.903 valid_0's huber: 14.2634
[41] valid_0's poisson: -104.057 valid_0's huber: 14.1129
[42] valid_0's poisson: -104.193 valid_0's huber: 13.9821
[43] valid_0's poisson: -104.311 valid_0's huber: 13.8718
[44] valid_0's poisson: -104.407 valid_0's huber: 13.7772
[45] valid_0's poisson: -104.463 valid_0's huber: 13.6931
[46] valid_0's poisson: -104.514 valid_0's huber: 13.6166
[47] valid_0's poisson: -104.601 valid_0's huber: 13.5398
[48] valid_0's poisson: -104.657 valid_0's huber: 13.4671
[49] valid_0's poisson: -104.737 valid_0's huber: 13.3949
[50] valid_0's poisson: -104.812 valid_0's huber: 13.3259
[51] valid_0's poisson: -104.861 valid_0's huber: 13.2642
[52] valid_0's poisson: -104.916 valid_0's huber: 13.2023
[53] valid_0's poisson: -104.992 valid_0's huber: 13.1421
[54] valid_0's poisson: -105.027 valid_0's huber: 13.0834
[55] valid_0's poisson: -105.107 valid_0's huber: 13.0238
[56] valid_0's poisson: -105.15 valid_0's huber: 12.9714
[57] valid_0's poisson: -105.225 valid_0's huber: 12.912
[58] valid_0's poisson: -105.287 valid_0's huber: 12.8623
[59] valid_0's poisson: -105.346 valid_0's huber: 12.8118
[60] valid_0's poisson: -105.402 valid_0's huber: 12.7613
[61] valid_0's poisson: -105.46 valid_0's huber: 12.7157
[62] valid_0's poisson: -105.524 valid_0's huber: 12.6604
[63] valid_0's poisson: -105.575 valid_0's huber: 12.611
[64] valid_0's poisson: -105.604 valid_0's huber: 12.5662
[65] valid_0's poisson: -105.665 valid_0's huber: 12.5159
[66] valid_0's poisson: -105.725 valid_0's huber: 12.4752
[67] valid_0's poisson: -105.755 valid_0's huber: 12.4339
[68] valid_0's poisson: -105.826 valid_0's huber: 12.3839
[69] valid_0's poisson: -105.872 valid_0's huber: 12.3406
[70] valid_0's poisson: -105.912 valid_0's huber: 12.2983
[71] valid_0's poisson: -105.967 valid_0's huber: 12.2572
[72] valid_0's poisson: -106.006 valid_0's huber: 12.2187
[73] valid_0's poisson: -106.05 valid_0's huber: 12.1831
[74] valid_0's poisson: -106.091 valid_0's huber: 12.1459
[75] valid_0's poisson: -106.119 valid_0's huber: 12.1076
[76] valid_0's poisson: -106.17 valid_0's huber: 12.0691
[77] valid_0's poisson: -106.206 valid_0's huber: 12.035
[78] valid_0's poisson: -106.236 valid_0's huber: 11.9957
[79] valid_0's poisson: -106.248 valid_0's huber: 11.9563
[80] valid_0's poisson: -106.282 valid_0's huber: 11.9242
[81] valid_0's poisson: -106.265 valid_0's huber: 11.8773
[82] valid_0's poisson: -106.357 valid_0's huber: 11.8364
[83] valid_0's poisson: -106.335 valid_0's huber: 11.7978
[84] valid_0's poisson: -106.357 valid_0's huber: 11.7586
[85] valid_0's poisson: -106.401 valid_0's huber: 11.7208
[86] valid_0's poisson: -106.46 valid_0's huber: 11.6762
[87] valid_0's poisson: -106.537 valid_0's huber: 11.6264
[88] valid_0's poisson: -106.559 valid_0's huber: 11.5802
[89] valid_0's poisson: -106.604 valid_0's huber: 11.5357
[90] valid_0's poisson: -106.648 valid_0's huber: 11.4943
[91] valid_0's poisson: -106.699 valid_0's huber: 11.456
[92] valid_0's poisson: -106.746 valid_0's huber: 11.415
[93] valid_0's poisson: -106.765 valid_0's huber: 11.3805
[94] valid_0's poisson: -106.765 valid_0's huber: 11.3409
[95] valid_0's poisson: -106.797 valid_0's huber: 11.3002
[96] valid_0's poisson: -106.827 valid_0's huber: 11.2686
[97] valid_0's poisson: -106.836 valid_0's huber: 11.2362
[98] valid_0's poisson: -106.872 valid_0's huber: 11.2034
[99] valid_0's poisson: -106.908 valid_0's huber: 11.171
[100] valid_0's poisson: -106.926 valid_0's huber: 11.1384
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8026 valid_0's huber: 29.2767
[2] valid_0's poisson: -88.4313 valid_0's huber: 28.7532
[3] valid_0's poisson: -89.0444 valid_0's huber: 28.2365
[4] valid_0's poisson: -89.6618 valid_0's huber: 27.7107
[5] valid_0's poisson: -90.2649 valid_0's huber: 27.1924
[6] valid_0's poisson: -90.8553 valid_0's huber: 26.6797
[7] valid_0's poisson: -91.4287 valid_0's huber: 26.1785
[8] valid_0's poisson: -91.9891 valid_0's huber: 25.6865
[9] valid_0's poisson: -92.5312 valid_0's huber: 25.2045
[10] valid_0's poisson: -93.0665 valid_0's huber: 24.7268
[11] valid_0's poisson: -93.5917 valid_0's huber: 24.2533
[12] valid_0's poisson: -94.1025 valid_0's huber: 23.7901
[13] valid_0's poisson: -94.5991 valid_0's huber: 23.3347
[14] valid_0's poisson: -95.086 valid_0's huber: 22.8869
[15] valid_0's poisson: -95.5515 valid_0's huber: 22.4523
[16] valid_0's poisson: -96.0177 valid_0's huber: 22.0198
[17] valid_0's poisson: -96.4637 valid_0's huber: 21.5975
[18] valid_0's poisson: -96.9073 valid_0's huber: 21.1804
[19] valid_0's poisson: -97.3331 valid_0's huber: 20.7757
[20] valid_0's poisson: -97.7632 valid_0's huber: 20.3602
[21] valid_0's poisson: -98.1724 valid_0's huber: 19.9647
[22] valid_0's poisson: -98.5817 valid_0's huber: 19.5658
[23] valid_0's poisson: -98.9771 valid_0's huber: 19.1772
[24] valid_0's poisson: -99.3627 valid_0's huber: 18.7943
[25] valid_0's poisson: -99.739 valid_0's huber: 18.4207
[26] valid_0's poisson: -100.097 valid_0's huber: 18.0558
[27] valid_0's poisson: -100.451 valid_0's huber: 17.6997
[28] valid_0's poisson: -100.793 valid_0's huber: 17.3577
[29] valid_0's poisson: -101.113 valid_0's huber: 17.0326
[30] valid_0's poisson: -101.45 valid_0's huber: 16.6868
[31] valid_0's poisson: -101.751 valid_0's huber: 16.3713
[32] valid_0's poisson: -102.058 valid_0's huber: 16.0566
[33] valid_0's poisson: -102.348 valid_0's huber: 15.7613
[34] valid_0's poisson: -102.622 valid_0's huber: 15.482
[35] valid_0's poisson: -102.872 valid_0's huber: 15.2314
[36] valid_0's poisson: -103.099 valid_0's huber: 14.9979
[37] valid_0's poisson: -103.331 valid_0's huber: 14.7602
[38] valid_0's poisson: -103.546 valid_0's huber: 14.547
[39] valid_0's poisson: -103.746 valid_0's huber: 14.3511
[40] valid_0's poisson: -103.918 valid_0's huber: 14.183
[41] valid_0's poisson: -104.069 valid_0's huber: 14.0316
[42] valid_0's poisson: -104.201 valid_0's huber: 13.905
[43] valid_0's poisson: -104.312 valid_0's huber: 13.799
[44] valid_0's poisson: -104.4 valid_0's huber: 13.7093
[45] valid_0's poisson: -104.432 valid_0's huber: 13.6335
[46] valid_0's poisson: -104.517 valid_0's huber: 13.5543
[47] valid_0's poisson: -104.604 valid_0's huber: 13.4817
[48] valid_0's poisson: -104.662 valid_0's huber: 13.4102
[49] valid_0's poisson: -104.704 valid_0's huber: 13.3417
[50] valid_0's poisson: -104.727 valid_0's huber: 13.2771
[51] valid_0's poisson: -104.842 valid_0's huber: 13.2116
[52] valid_0's poisson: -104.916 valid_0's huber: 13.1489
[53] valid_0's poisson: -104.992 valid_0's huber: 13.0871
[54] valid_0's poisson: -105.063 valid_0's huber: 13.0264
[55] valid_0's poisson: -105.128 valid_0's huber: 12.9718
[56] valid_0's poisson: -105.182 valid_0's huber: 12.915
[57] valid_0's poisson: -105.214 valid_0's huber: 12.8611
[58] valid_0's poisson: -105.284 valid_0's huber: 12.8088
[59] valid_0's poisson: -105.362 valid_0's huber: 12.7564
[60] valid_0's poisson: -105.419 valid_0's huber: 12.7078
[61] valid_0's poisson: -105.478 valid_0's huber: 12.6577
[62] valid_0's poisson: -105.522 valid_0's huber: 12.6094
[63] valid_0's poisson: -105.525 valid_0's huber: 12.5605
[64] valid_0's poisson: -105.587 valid_0's huber: 12.5102
[65] valid_0's poisson: -105.637 valid_0's huber: 12.4615
[66] valid_0's poisson: -105.689 valid_0's huber: 12.4171
[67] valid_0's poisson: -105.731 valid_0's huber: 12.3738
[68] valid_0's poisson: -105.669 valid_0's huber: 12.3294
[69] valid_0's poisson: -105.724 valid_0's huber: 12.2845
[70] valid_0's poisson: -105.764 valid_0's huber: 12.2435
[71] valid_0's poisson: -105.804 valid_0's huber: 12.2035
[72] valid_0's poisson: -105.851 valid_0's huber: 12.1652
[73] valid_0's poisson: -105.876 valid_0's huber: 12.1267
[74] valid_0's poisson: -105.917 valid_0's huber: 12.0896
[75] valid_0's poisson: -105.95 valid_0's huber: 12.0528
[76] valid_0's poisson: -105.983 valid_0's huber: 12.0161
[77] valid_0's poisson: -106.023 valid_0's huber: 11.9807
[78] valid_0's poisson: -106.091 valid_0's huber: 11.9364
[79] valid_0's poisson: -106.135 valid_0's huber: 11.9016
[80] valid_0's poisson: -106.255 valid_0's huber: 11.8677
[81] valid_0's poisson: -106.289 valid_0's huber: 11.8358
[82] valid_0's poisson: -106.292 valid_0's huber: 11.8022
[83] valid_0's poisson: -106.325 valid_0's huber: 11.7716
[84] valid_0's poisson: -106.356 valid_0's huber: 11.7399
[85] valid_0's poisson: -106.39 valid_0's huber: 11.7075
[86] valid_0's poisson: -106.42 valid_0's huber: 11.6756
[87] valid_0's poisson: -106.451 valid_0's huber: 11.6443
[88] valid_0's poisson: -106.487 valid_0's huber: 11.6114
[89] valid_0's poisson: -106.506 valid_0's huber: 11.5782
[90] valid_0's poisson: -106.536 valid_0's huber: 11.5477
[91] valid_0's poisson: -106.562 valid_0's huber: 11.5177
[92] valid_0's poisson: -106.579 valid_0's huber: 11.4876
[93] valid_0's poisson: -106.601 valid_0's huber: 11.4576
[94] valid_0's poisson: -106.624 valid_0's huber: 11.4302
[95] valid_0's poisson: -106.652 valid_0's huber: 11.4001
[96] valid_0's poisson: -106.672 valid_0's huber: 11.3739
[97] valid_0's poisson: -106.696 valid_0's huber: 11.349
[98] valid_0's poisson: -106.733 valid_0's huber: 11.3199
[99] valid_0's poisson: -106.765 valid_0's huber: 11.2918
[100] valid_0's poisson: -106.785 valid_0's huber: 11.2639
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8244 valid_0's huber: 29.2987
[2] valid_0's poisson: -88.4636 valid_0's huber: 28.7617
[3] valid_0's poisson: -89.092 valid_0's huber: 28.2309
[4] valid_0's poisson: -89.7053 valid_0's huber: 27.7084
[5] valid_0's poisson: -90.3033 valid_0's huber: 27.1926
[6] valid_0's poisson: -90.867 valid_0's huber: 26.686
[7] valid_0's poisson: -91.4335 valid_0's huber: 26.1882
[8] valid_0's poisson: -91.9913 valid_0's huber: 25.697
[9] valid_0's poisson: -92.5353 valid_0's huber: 25.215
[10] valid_0's poisson: -93.0657 valid_0's huber: 24.743
[11] valid_0's poisson: -93.585 valid_0's huber: 24.2781
[12] valid_0's poisson: -94.0867 valid_0's huber: 23.8239
[13] valid_0's poisson: -94.5829 valid_0's huber: 23.3721
[14] valid_0's poisson: -95.0624 valid_0's huber: 22.9309
[15] valid_0's poisson: -95.5333 valid_0's huber: 22.4944
[16] valid_0's poisson: -95.9918 valid_0's huber: 22.063
[17] valid_0's poisson: -96.4327 valid_0's huber: 21.645
[18] valid_0's poisson: -96.8741 valid_0's huber: 21.227
[19] valid_0's poisson: -97.3066 valid_0's huber: 20.8141
[20] valid_0's poisson: -97.7239 valid_0's huber: 20.4149
[21] valid_0's poisson: -98.1431 valid_0's huber: 20.005
[22] valid_0's poisson: -98.5457 valid_0's huber: 19.6149
[23] valid_0's poisson: -98.9496 valid_0's huber: 19.2197
[24] valid_0's poisson: -99.3352 valid_0's huber: 18.8382
[25] valid_0's poisson: -99.7127 valid_0's huber: 18.4653
[26] valid_0's poisson: -100.082 valid_0's huber: 18.1005
[27] valid_0's poisson: -100.437 valid_0's huber: 17.7435
[28] valid_0's poisson: -100.783 valid_0's huber: 17.3975
[29] valid_0's poisson: -101.109 valid_0's huber: 17.0673
[30] valid_0's poisson: -101.422 valid_0's huber: 16.7458
[31] valid_0's poisson: -101.746 valid_0's huber: 16.4096
[32] valid_0's poisson: -102.041 valid_0's huber: 16.1133
[33] valid_0's poisson: -102.324 valid_0's huber: 15.8315
[34] valid_0's poisson: -102.606 valid_0's huber: 15.5397
[35] valid_0's poisson: -102.871 valid_0's huber: 15.2693
[36] valid_0's poisson: -103.121 valid_0's huber: 15.0108
[37] valid_0's poisson: -103.345 valid_0's huber: 14.7811
[38] valid_0's poisson: -103.563 valid_0's huber: 14.5609
[39] valid_0's poisson: -103.767 valid_0's huber: 14.3593
[40] valid_0's poisson: -103.949 valid_0's huber: 14.1781
[41] valid_0's poisson: -104.107 valid_0's huber: 14.0251
[42] valid_0's poisson: -104.241 valid_0's huber: 13.8954
[43] valid_0's poisson: -104.354 valid_0's huber: 13.7902
[44] valid_0's poisson: -104.441 valid_0's huber: 13.6983
[45] valid_0's poisson: -104.518 valid_0's huber: 13.6162
[46] valid_0's poisson: -104.573 valid_0's huber: 13.5401
[47] valid_0's poisson: -104.657 valid_0's huber: 13.464
[48] valid_0's poisson: -104.731 valid_0's huber: 13.3932
[49] valid_0's poisson: -104.802 valid_0's huber: 13.3276
[50] valid_0's poisson: -104.881 valid_0's huber: 13.2633
[51] valid_0's poisson: -104.954 valid_0's huber: 13.2026
[52] valid_0's poisson: -105.008 valid_0's huber: 13.1429
[53] valid_0's poisson: -105.083 valid_0's huber: 13.0828
[54] valid_0's poisson: -105.144 valid_0's huber: 13.0259
[55] valid_0's poisson: -105.213 valid_0's huber: 12.9663
[56] valid_0's poisson: -105.275 valid_0's huber: 12.9115
[57] valid_0's poisson: -105.288 valid_0's huber: 12.8583
[58] valid_0's poisson: -105.387 valid_0's huber: 12.8051
[59] valid_0's poisson: -105.402 valid_0's huber: 12.7576
[60] valid_0's poisson: -105.401 valid_0's huber: 12.7044
[61] valid_0's poisson: -105.462 valid_0's huber: 12.6573
[62] valid_0's poisson: -105.521 valid_0's huber: 12.6082
[63] valid_0's poisson: -105.557 valid_0's huber: 12.5622
[64] valid_0's poisson: -105.607 valid_0's huber: 12.5187
[65] valid_0's poisson: -105.603 valid_0's huber: 12.4775
[66] valid_0's poisson: -105.641 valid_0's huber: 12.4379
[67] valid_0's poisson: -105.694 valid_0's huber: 12.4001
[68] valid_0's poisson: -105.776 valid_0's huber: 12.3564
[69] valid_0's poisson: -105.822 valid_0's huber: 12.3151
[70] valid_0's poisson: -105.871 valid_0's huber: 12.2739
[71] valid_0's poisson: -105.9 valid_0's huber: 12.2366
[72] valid_0's poisson: -105.977 valid_0's huber: 12.2007
[73] valid_0's poisson: -106.007 valid_0's huber: 12.1615
[74] valid_0's poisson: -106.046 valid_0's huber: 12.1229
[75] valid_0's poisson: -106.086 valid_0's huber: 12.0866
[76] valid_0's poisson: -106.127 valid_0's huber: 12.0506
[77] valid_0's poisson: -106.164 valid_0's huber: 12.0154
[78] valid_0's poisson: -106.203 valid_0's huber: 11.98
[79] valid_0's poisson: -106.187 valid_0's huber: 11.9478
[80] valid_0's poisson: -106.229 valid_0's huber: 11.9129
[81] valid_0's poisson: -106.264 valid_0's huber: 11.8795
[82] valid_0's poisson: -106.285 valid_0's huber: 11.8473
[83] valid_0's poisson: -106.346 valid_0's huber: 11.8138
[84] valid_0's poisson: -106.404 valid_0's huber: 11.7825
[85] valid_0's poisson: -106.446 valid_0's huber: 11.7344
[86] valid_0's poisson: -106.474 valid_0's huber: 11.6901
[87] valid_0's poisson: -106.504 valid_0's huber: 11.6418
[88] valid_0's poisson: -106.497 valid_0's huber: 11.5962
[89] valid_0's poisson: -106.516 valid_0's huber: 11.5531
[90] valid_0's poisson: -106.497 valid_0's huber: 11.5122
[91] valid_0's poisson: -106.542 valid_0's huber: 11.4725
[92] valid_0's poisson: -106.603 valid_0's huber: 11.4321
[93] valid_0's poisson: -106.623 valid_0's huber: 11.3965
[94] valid_0's poisson: -106.668 valid_0's huber: 11.3616
[95] valid_0's poisson: -106.7 valid_0's huber: 11.3265
[96] valid_0's poisson: -106.735 valid_0's huber: 11.2927
[97] valid_0's poisson: -106.771 valid_0's huber: 11.2594
[98] valid_0's poisson: -106.797 valid_0's huber: 11.2279
[99] valid_0's poisson: -106.819 valid_0's huber: 11.1955
[100] valid_0's poisson: -106.851 valid_0's huber: 11.1616
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8332 valid_0's huber: 29.2507
[2] valid_0's poisson: -88.4745 valid_0's huber: 28.7156
[3] valid_0's poisson: -89.1043 valid_0's huber: 28.185
[4] valid_0's poisson: -89.7179 valid_0's huber: 27.6637
[5] valid_0's poisson: -90.2932 valid_0's huber: 27.1493
[6] valid_0's poisson: -90.8782 valid_0's huber: 26.6431
[7] valid_0's poisson: -91.4496 valid_0's huber: 26.1454
[8] valid_0's poisson: -92.0084 valid_0's huber: 25.6549
[9] valid_0's poisson: -92.5566 valid_0's huber: 25.172
[10] valid_0's poisson: -93.0874 valid_0's huber: 24.7025
[11] valid_0's poisson: -93.6132 valid_0's huber: 24.2306
[12] valid_0's poisson: -94.1215 valid_0's huber: 23.7713
[13] valid_0's poisson: -94.6194 valid_0's huber: 23.3197
[14] valid_0's poisson: -95.1069 valid_0's huber: 22.8706
[15] valid_0's poisson: -95.5806 valid_0's huber: 22.433
[16] valid_0's poisson: -96.045 valid_0's huber: 22.0002
[17] valid_0's poisson: -96.4954 valid_0's huber: 21.5777
[18] valid_0's poisson: -96.9255 valid_0's huber: 21.1681
[19] valid_0's poisson: -97.3562 valid_0's huber: 20.7607
[20] valid_0's poisson: -97.7812 valid_0's huber: 20.3519
[21] valid_0's poisson: -98.1965 valid_0's huber: 19.9522
[22] valid_0's poisson: -98.6068 valid_0's huber: 19.5531
[23] valid_0's poisson: -99.0024 valid_0's huber: 19.1611
[24] valid_0's poisson: -99.3857 valid_0's huber: 18.7806
[25] valid_0's poisson: -99.7599 valid_0's huber: 18.411
[26] valid_0's poisson: -100.12 valid_0's huber: 18.0502
[27] valid_0's poisson: -100.485 valid_0's huber: 17.6794
[28] valid_0's poisson: -100.829 valid_0's huber: 17.3374
[29] valid_0's poisson: -101.162 valid_0's huber: 17.0032
[30] valid_0's poisson: -101.476 valid_0's huber: 16.6875
[31] valid_0's poisson: -101.785 valid_0's huber: 16.3766
[32] valid_0's poisson: -102.075 valid_0's huber: 16.0801
[33] valid_0's poisson: -102.367 valid_0's huber: 15.7753
[34] valid_0's poisson: -102.641 valid_0's huber: 15.4956
[35] valid_0's poisson: -102.906 valid_0's huber: 15.2258
[36] valid_0's poisson: -103.144 valid_0's huber: 14.9898
[37] valid_0's poisson: -103.374 valid_0's huber: 14.7517
[38] valid_0's poisson: -103.594 valid_0's huber: 14.535
[39] valid_0's poisson: -103.79 valid_0's huber: 14.3391
[40] valid_0's poisson: -103.961 valid_0's huber: 14.1748
[41] valid_0's poisson: -104.113 valid_0's huber: 14.0242
[42] valid_0's poisson: -104.244 valid_0's huber: 13.9002
[43] valid_0's poisson: -104.355 valid_0's huber: 13.7936
[44] valid_0's poisson: -104.443 valid_0's huber: 13.705
[45] valid_0's poisson: -104.532 valid_0's huber: 13.6203
[46] valid_0's poisson: -104.575 valid_0's huber: 13.547
[47] valid_0's poisson: -104.654 valid_0's huber: 13.4769
[48] valid_0's poisson: -104.708 valid_0's huber: 13.4041
[49] valid_0's poisson: -104.782 valid_0's huber: 13.3377
[50] valid_0's poisson: -104.833 valid_0's huber: 13.2699
[51] valid_0's poisson: -104.886 valid_0's huber: 13.2051
[52] valid_0's poisson: -104.98 valid_0's huber: 13.1435
[53] valid_0's poisson: -105.048 valid_0's huber: 13.0874
[54] valid_0's poisson: -105.14 valid_0's huber: 13.0277
[55] valid_0's poisson: -105.197 valid_0's huber: 12.969
[56] valid_0's poisson: -105.254 valid_0's huber: 12.9153
[57] valid_0's poisson: -105.314 valid_0's huber: 12.8642
[58] valid_0's poisson: -105.374 valid_0's huber: 12.8115
[59] valid_0's poisson: -105.419 valid_0's huber: 12.7582
[60] valid_0's poisson: -105.466 valid_0's huber: 12.7088
[61] valid_0's poisson: -105.514 valid_0's huber: 12.662
[62] valid_0's poisson: -105.55 valid_0's huber: 12.615
[63] valid_0's poisson: -105.527 valid_0's huber: 12.569
[64] valid_0's poisson: -105.611 valid_0's huber: 12.5115
[65] valid_0's poisson: -105.678 valid_0's huber: 12.4594
[66] valid_0's poisson: -105.757 valid_0's huber: 12.4115
[67] valid_0's poisson: -105.811 valid_0's huber: 12.3672
[68] valid_0's poisson: -105.877 valid_0's huber: 12.323
[69] valid_0's poisson: -105.923 valid_0's huber: 12.2818
[70] valid_0's poisson: -105.966 valid_0's huber: 12.2394
[71] valid_0's poisson: -106.013 valid_0's huber: 12.1981
[72] valid_0's poisson: -106.056 valid_0's huber: 12.1591
[73] valid_0's poisson: -106.098 valid_0's huber: 12.121
[74] valid_0's poisson: -106.073 valid_0's huber: 12.0827
[75] valid_0's poisson: -106.108 valid_0's huber: 12.0467
[76] valid_0's poisson: -106.185 valid_0's huber: 12.01
[77] valid_0's poisson: -106.183 valid_0's huber: 11.9738
[78] valid_0's poisson: -106.222 valid_0's huber: 11.9377
[79] valid_0's poisson: -106.258 valid_0's huber: 11.9044
[80] valid_0's poisson: -106.319 valid_0's huber: 11.871
[81] valid_0's poisson: -106.339 valid_0's huber: 11.8358
[82] valid_0's poisson: -106.366 valid_0's huber: 11.7957
[83] valid_0's poisson: -106.394 valid_0's huber: 11.7558
[84] valid_0's poisson: -106.477 valid_0's huber: 11.726
[85] valid_0's poisson: -106.495 valid_0's huber: 11.6823
[86] valid_0's poisson: -106.542 valid_0's huber: 11.6479
[87] valid_0's poisson: -106.582 valid_0's huber: 11.6049
[88] valid_0's poisson: -106.623 valid_0's huber: 11.5613
[89] valid_0's poisson: -106.674 valid_0's huber: 11.5176
[90] valid_0's poisson: -106.72 valid_0's huber: 11.475
[91] valid_0's poisson: -106.808 valid_0's huber: 11.433
[92] valid_0's poisson: -106.813 valid_0's huber: 11.3936
[93] valid_0's poisson: -106.836 valid_0's huber: 11.357
[94] valid_0's poisson: -106.859 valid_0's huber: 11.3209
[95] valid_0's poisson: -106.885 valid_0's huber: 11.2862
[96] valid_0's poisson: -106.919 valid_0's huber: 11.2526
[97] valid_0's poisson: -106.965 valid_0's huber: 11.2174
[98] valid_0's poisson: -106.999 valid_0's huber: 11.1837
[99] valid_0's poisson: -107.03 valid_0's huber: 11.1525
[100] valid_0's poisson: -107.064 valid_0's huber: 11.1198
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8187 valid_0's huber: 29.3434
[2] valid_0's poisson: -88.4401 valid_0's huber: 28.8098
[3] valid_0's poisson: -89.0689 valid_0's huber: 28.2787
[4] valid_0's poisson: -89.66 valid_0's huber: 27.7596
[5] valid_0's poisson: -90.2616 valid_0's huber: 27.2419
[6] valid_0's poisson: -90.8525 valid_0's huber: 26.7279
[7] valid_0's poisson: -91.4262 valid_0's huber: 26.2272
[8] valid_0's poisson: -91.9842 valid_0's huber: 25.7352
[9] valid_0's poisson: -92.5252 valid_0's huber: 25.2545
[10] valid_0's poisson: -93.0571 valid_0's huber: 24.7788
[11] valid_0's poisson: -93.5759 valid_0's huber: 24.3123
[12] valid_0's poisson: -94.0841 valid_0's huber: 23.8531
[13] valid_0's poisson: -94.5791 valid_0's huber: 23.4005
[14] valid_0's poisson: -95.0614 valid_0's huber: 22.9554
[15] valid_0's poisson: -95.5326 valid_0's huber: 22.5179
[16] valid_0's poisson: -95.9977 valid_0's huber: 22.0856
[17] valid_0's poisson: -96.4532 valid_0's huber: 21.6605
[18] valid_0's poisson: -96.898 valid_0's huber: 21.2426
[19] valid_0's poisson: -97.3326 valid_0's huber: 20.8337
[20] valid_0's poisson: -97.7551 valid_0's huber: 20.427
[21] valid_0's poisson: -98.1751 valid_0's huber: 20.0203
[22] valid_0's poisson: -98.5806 valid_0's huber: 19.6268
[23] valid_0's poisson: -98.9832 valid_0's huber: 19.2334
[24] valid_0's poisson: -99.3739 valid_0's huber: 18.8456
[25] valid_0's poisson: -99.7549 valid_0's huber: 18.4697
[26] valid_0's poisson: -100.121 valid_0's huber: 18.1074
[27] valid_0's poisson: -100.474 valid_0's huber: 17.7525
[28] valid_0's poisson: -100.816 valid_0's huber: 17.4099
[29] valid_0's poisson: -101.151 valid_0's huber: 17.0691
[30] valid_0's poisson: -101.467 valid_0's huber: 16.7499
[31] valid_0's poisson: -101.77 valid_0's huber: 16.4425
[32] valid_0's poisson: -102.082 valid_0's huber: 16.1186
[33] valid_0's poisson: -102.363 valid_0's huber: 15.8384
[34] valid_0's poisson: -102.631 valid_0's huber: 15.5706
[35] valid_0's poisson: -102.899 valid_0's huber: 15.2948
[36] valid_0's poisson: -103.138 valid_0's huber: 15.0463
[37] valid_0's poisson: -103.375 valid_0's huber: 14.8039
[38] valid_0's poisson: -103.593 valid_0's huber: 14.5836
[39] valid_0's poisson: -103.798 valid_0's huber: 14.3835
[40] valid_0's poisson: -103.97 valid_0's huber: 14.2093
[41] valid_0's poisson: -104.124 valid_0's huber: 14.0625
[42] valid_0's poisson: -104.253 valid_0's huber: 13.9344
[43] valid_0's poisson: -104.373 valid_0's huber: 13.8197
[44] valid_0's poisson: -104.469 valid_0's huber: 13.7242
[45] valid_0's poisson: -104.55 valid_0's huber: 13.6442
[46] valid_0's poisson: -104.616 valid_0's huber: 13.5611
[47] valid_0's poisson: -104.66 valid_0's huber: 13.4863
[48] valid_0's poisson: -104.686 valid_0's huber: 13.412
[49] valid_0's poisson: -104.768 valid_0's huber: 13.3394
[50] valid_0's poisson: -104.884 valid_0's huber: 13.2688
[51] valid_0's poisson: -104.921 valid_0's huber: 13.2018
[52] valid_0's poisson: -105.008 valid_0's huber: 13.1398
[53] valid_0's poisson: -105.065 valid_0's huber: 13.0765
[54] valid_0's poisson: -105.139 valid_0's huber: 13.0208
[55] valid_0's poisson: -105.197 valid_0's huber: 12.9621
[56] valid_0's poisson: -105.283 valid_0's huber: 12.9044
[57] valid_0's poisson: -105.276 valid_0's huber: 12.8506
[58] valid_0's poisson: -105.344 valid_0's huber: 12.7985
[59] valid_0's poisson: -105.378 valid_0's huber: 12.7448
[60] valid_0's poisson: -105.428 valid_0's huber: 12.6926
[61] valid_0's poisson: -105.506 valid_0's huber: 12.6428
[62] valid_0's poisson: -105.554 valid_0's huber: 12.598
[63] valid_0's poisson: -105.562 valid_0's huber: 12.5484
[64] valid_0's poisson: -105.617 valid_0's huber: 12.5006
[65] valid_0's poisson: -105.658 valid_0's huber: 12.4542
[66] valid_0's poisson: -105.703 valid_0's huber: 12.41
[67] valid_0's poisson: -105.755 valid_0's huber: 12.3682
[68] valid_0's poisson: -105.818 valid_0's huber: 12.3283
[69] valid_0's poisson: -105.856 valid_0's huber: 12.2887
[70] valid_0's poisson: -105.901 valid_0's huber: 12.2494
[71] valid_0's poisson: -105.946 valid_0's huber: 12.2085
[72] valid_0's poisson: -105.984 valid_0's huber: 12.1685
[73] valid_0's poisson: -106.033 valid_0's huber: 12.1303
[74] valid_0's poisson: -106.074 valid_0's huber: 12.0917
[75] valid_0's poisson: -106.11 valid_0's huber: 12.0544
[76] valid_0's poisson: -106.13 valid_0's huber: 12.0173
[77] valid_0's poisson: -106.189 valid_0's huber: 11.9803
[78] valid_0's poisson: -106.227 valid_0's huber: 11.9449
[79] valid_0's poisson: -106.3 valid_0's huber: 11.9111
[80] valid_0's poisson: -106.355 valid_0's huber: 11.8738
[81] valid_0's poisson: -106.374 valid_0's huber: 11.8377
[82] valid_0's poisson: -106.407 valid_0's huber: 11.8047
[83] valid_0's poisson: -106.439 valid_0's huber: 11.7757
[84] valid_0's poisson: -106.463 valid_0's huber: 11.7445
[85] valid_0's poisson: -106.502 valid_0's huber: 11.712
[86] valid_0's poisson: -106.49 valid_0's huber: 11.6787
[87] valid_0's poisson: -106.528 valid_0's huber: 11.6499
[88] valid_0's poisson: -106.563 valid_0's huber: 11.6185
[89] valid_0's poisson: -106.581 valid_0's huber: 11.5872
[90] valid_0's poisson: -106.611 valid_0's huber: 11.5565
[91] valid_0's poisson: -106.642 valid_0's huber: 11.5259
[92] valid_0's poisson: -106.671 valid_0's huber: 11.4975
[93] valid_0's poisson: -106.713 valid_0's huber: 11.4455
[94] valid_0's poisson: -106.688 valid_0's huber: 11.4013
[95] valid_0's poisson: -106.747 valid_0's huber: 11.3546
[96] valid_0's poisson: -106.772 valid_0's huber: 11.3116
[97] valid_0's poisson: -106.781 valid_0's huber: 11.27
[98] valid_0's poisson: -106.819 valid_0's huber: 11.2295
[99] valid_0's poisson: -106.82 valid_0's huber: 11.1925
[100] valid_0's poisson: -106.865 valid_0's huber: 11.1554
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.6362 valid_0's huber: 29.3908
[2] valid_0's poisson: -88.0883 valid_0's huber: 28.9767
[3] valid_0's poisson: -88.5298 valid_0's huber: 28.5696
[4] valid_0's poisson: -88.9613 valid_0's huber: 28.1689
[5] valid_0's poisson: -89.3851 valid_0's huber: 27.7733
[6] valid_0's poisson: -89.7956 valid_0's huber: 27.3853
[7] valid_0's poisson: -90.1972 valid_0's huber: 27.0048
[8] valid_0's poisson: -90.5889 valid_0's huber: 26.6313
[9] valid_0's poisson: -90.9714 valid_0's huber: 26.2634
[10] valid_0's poisson: -91.3493 valid_0's huber: 25.9
[11] valid_0's poisson: -91.7174 valid_0's huber: 25.5403
[12] valid_0's poisson: -92.0806 valid_0's huber: 25.1774
[13] valid_0's poisson: -92.4335 valid_0's huber: 24.8281
[14] valid_0's poisson: -92.7736 valid_0's huber: 24.4868
[15] valid_0's poisson: -93.1145 valid_0's huber: 24.1413
[16] valid_0's poisson: -93.4446 valid_0's huber: 23.8098
[17] valid_0's poisson: -93.7661 valid_0's huber: 23.4849
[18] valid_0's poisson: -94.0831 valid_0's huber: 23.1591
[19] valid_0's poisson: -94.3898 valid_0's huber: 22.8458
[20] valid_0's poisson: -94.6865 valid_0's huber: 22.5305
[21] valid_0's poisson: -94.9767 valid_0's huber: 22.2298
[22] valid_0's poisson: -95.2608 valid_0's huber: 21.9306
[23] valid_0's poisson: -95.536 valid_0's huber: 21.6471
[24] valid_0's poisson: -95.8009 valid_0's huber: 21.3635
[25] valid_0's poisson: -96.0558 valid_0's huber: 21.0914
[26] valid_0's poisson: -96.3025 valid_0's huber: 20.8323
[27] valid_0's poisson: -96.5369 valid_0's huber: 20.583
[28] valid_0's poisson: -96.7737 valid_0's huber: 20.3289
[29] valid_0's poisson: -96.9926 valid_0's huber: 20.0898
[30] valid_0's poisson: -97.1998 valid_0's huber: 19.8551
[31] valid_0's poisson: -97.3957 valid_0's huber: 19.6341
[32] valid_0's poisson: -97.5783 valid_0's huber: 19.423
[33] valid_0's poisson: -97.7519 valid_0's huber: 19.2232
[34] valid_0's poisson: -97.9157 valid_0's huber: 19.034
[35] valid_0's poisson: -98.0661 valid_0's huber: 18.8509
[36] valid_0's poisson: -98.2122 valid_0's huber: 18.6778
[37] valid_0's poisson: -98.3523 valid_0's huber: 18.5139
[38] valid_0's poisson: -98.4756 valid_0's huber: 18.3581
[39] valid_0's poisson: -98.6324 valid_0's huber: 18.211
[40] valid_0's poisson: -98.7721 valid_0's huber: 18.0633
[41] valid_0's poisson: -98.9141 valid_0's huber: 17.9338
[42] valid_0's poisson: -99.0457 valid_0's huber: 17.7993
[43] valid_0's poisson: -99.1717 valid_0's huber: 17.6865
[44] valid_0's poisson: -99.2677 valid_0's huber: 17.5808
[45] valid_0's poisson: -99.376 valid_0's huber: 17.4887
[46] valid_0's poisson: -99.4466 valid_0's huber: 17.4006
[47] valid_0's poisson: -99.5493 valid_0's huber: 17.2995
[48] valid_0's poisson: -99.6148 valid_0's huber: 17.2102
[49] valid_0's poisson: -99.3339 valid_0's huber: 17.1298
[50] valid_0's poisson: -99.4073 valid_0's huber: 17.0537
[51] valid_0's poisson: -99.4877 valid_0's huber: 16.9847
[52] valid_0's poisson: -99.5522 valid_0's huber: 16.9205
[53] valid_0's poisson: -99.6454 valid_0's huber: 16.8634
[54] valid_0's poisson: -99.8582 valid_0's huber: 16.8025
[55] valid_0's poisson: -99.7863 valid_0's huber: 16.7518
[56] valid_0's poisson: -99.8402 valid_0's huber: 16.6968
[57] valid_0's poisson: -99.8496 valid_0's huber: 16.6439
[58] valid_0's poisson: -99.9085 valid_0's huber: 16.5965
[59] valid_0's poisson: -99.9728 valid_0's huber: 16.5413
[60] valid_0's poisson: -100.147 valid_0's huber: 16.4741
[61] valid_0's poisson: -100.216 valid_0's huber: 16.4143
[62] valid_0's poisson: -100.318 valid_0's huber: 16.355
[63] valid_0's poisson: -100.38 valid_0's huber: 16.3017
[64] valid_0's poisson: -100.463 valid_0's huber: 16.2486
[65] valid_0's poisson: -100.524 valid_0's huber: 16.2073
[66] valid_0's poisson: -100.612 valid_0's huber: 16.159
[67] valid_0's poisson: -100.696 valid_0's huber: 16.1123
[68] valid_0's poisson: -100.77 valid_0's huber: 16.0792
[69] valid_0's poisson: -100.829 valid_0's huber: 16.0298
[70] valid_0's poisson: -100.863 valid_0's huber: 15.9918
[71] valid_0's poisson: -100.889 valid_0's huber: 15.9457
[72] valid_0's poisson: -100.907 valid_0's huber: 15.9137
[73] valid_0's poisson: -100.978 valid_0's huber: 15.8741
[74] valid_0's poisson: -101.039 valid_0's huber: 15.837
[75] valid_0's poisson: -101.099 valid_0's huber: 15.8113
[76] valid_0's poisson: -101.223 valid_0's huber: 15.7714
[77] valid_0's poisson: -101.257 valid_0's huber: 15.7375
[78] valid_0's poisson: -101.262 valid_0's huber: 15.7061
[79] valid_0's poisson: -101.281 valid_0's huber: 15.6712
[80] valid_0's poisson: -101.261 valid_0's huber: 15.6417
[81] valid_0's poisson: -101.278 valid_0's huber: 15.6156
[82] valid_0's poisson: -101.319 valid_0's huber: 15.5859
[83] valid_0's poisson: -101.32 valid_0's huber: 15.5536
[84] valid_0's poisson: -101.344 valid_0's huber: 15.5233
[85] valid_0's poisson: -101.35 valid_0's huber: 15.4848
[86] valid_0's poisson: -101.39 valid_0's huber: 15.458
[87] valid_0's poisson: -101.412 valid_0's huber: 15.4234
[88] valid_0's poisson: -101.483 valid_0's huber: 15.4023
[89] valid_0's poisson: -101.577 valid_0's huber: 15.3771
[90] valid_0's poisson: -101.579 valid_0's huber: 15.3506
[91] valid_0's poisson: -101.503 valid_0's huber: 15.3239
[92] valid_0's poisson: -101.502 valid_0's huber: 15.3013
[93] valid_0's poisson: -101.539 valid_0's huber: 15.2794
[94] valid_0's poisson: -101.532 valid_0's huber: 15.2519
[95] valid_0's poisson: -101.577 valid_0's huber: 15.2259
[96] valid_0's poisson: -101.652 valid_0's huber: 15.1963
[97] valid_0's poisson: -101.723 valid_0's huber: 15.1783
[98] valid_0's poisson: -101.74 valid_0's huber: 15.157
[99] valid_0's poisson: -101.773 valid_0's huber: 15.122
[100] valid_0's poisson: -101.783 valid_0's huber: 15.0917
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.631 valid_0's huber: 29.3878
[2] valid_0's poisson: -88.075 valid_0's huber: 28.9738
[3] valid_0's poisson: -88.5273 valid_0's huber: 28.5589
[4] valid_0's poisson: -88.9683 valid_0's huber: 28.151
[5] valid_0's poisson: -89.3984 valid_0's huber: 27.7493
[6] valid_0's poisson: -89.8178 valid_0's huber: 27.355
[7] valid_0's poisson: -90.2262 valid_0's huber: 26.968
[8] valid_0's poisson: -90.6247 valid_0's huber: 26.5887
[9] valid_0's poisson: -91.0129 valid_0's huber: 26.2167
[10] valid_0's poisson: -91.3897 valid_0's huber: 25.8492
[11] valid_0's poisson: -91.7585 valid_0's huber: 25.4908
[12] valid_0's poisson: -92.1167 valid_0's huber: 25.1352
[13] valid_0's poisson: -92.4687 valid_0's huber: 24.778
[14] valid_0's poisson: -92.816 valid_0's huber: 24.4317
[15] valid_0's poisson: -93.1548 valid_0's huber: 24.0923
[16] valid_0's poisson: -93.4843 valid_0's huber: 23.7534
[17] valid_0's poisson: -93.8086 valid_0's huber: 23.4252
[18] valid_0's poisson: -94.1196 valid_0's huber: 23.1054
[19] valid_0's poisson: -94.4295 valid_0's huber: 22.7934
[20] valid_0's poisson: -94.727 valid_0's huber: 22.4777
[21] valid_0's poisson: -95.0203 valid_0's huber: 22.1755
[22] valid_0's poisson: -95.3005 valid_0's huber: 21.8757
[23] valid_0's poisson: -95.576 valid_0's huber: 21.5922
[24] valid_0's poisson: -95.8376 valid_0's huber: 21.3118
[25] valid_0's poisson: -96.0884 valid_0's huber: 21.0392
[26] valid_0's poisson: -96.3278 valid_0's huber: 20.773
[27] valid_0's poisson: -96.5751 valid_0's huber: 20.5199
[28] valid_0's poisson: -96.8122 valid_0's huber: 20.266
[29] valid_0's poisson: -97.0341 valid_0's huber: 20.0228
[30] valid_0's poisson: -97.2385 valid_0's huber: 19.7923
[31] valid_0's poisson: -97.436 valid_0's huber: 19.5733
[32] valid_0's poisson: -97.6123 valid_0's huber: 19.3636
[33] valid_0's poisson: -97.7895 valid_0's huber: 19.1647
[34] valid_0's poisson: -97.9484 valid_0's huber: 18.974
[35] valid_0's poisson: -98.1026 valid_0's huber: 18.7945
[36] valid_0's poisson: -98.2684 valid_0's huber: 18.6111
[37] valid_0's poisson: -98.4065 valid_0's huber: 18.4456
[38] valid_0's poisson: -98.5343 valid_0's huber: 18.2898
[39] valid_0's poisson: -98.6684 valid_0's huber: 18.1418
[40] valid_0's poisson: -98.8159 valid_0's huber: 17.9821
[41] valid_0's poisson: -98.9558 valid_0's huber: 17.8309
[42] valid_0's poisson: -99.0964 valid_0's huber: 17.7019
[43] valid_0's poisson: -99.2148 valid_0's huber: 17.5734
[44] valid_0's poisson: -99.3117 valid_0's huber: 17.4634
[45] valid_0's poisson: -99.4264 valid_0's huber: 17.3655
[46] valid_0's poisson: -99.407 valid_0's huber: 17.2809
[47] valid_0's poisson: -99.5107 valid_0's huber: 17.1819
[48] valid_0's poisson: -99.5194 valid_0's huber: 17.0952
[49] valid_0's poisson: -99.5937 valid_0's huber: 17.0181
[50] valid_0's poisson: -99.6723 valid_0's huber: 16.9436
[51] valid_0's poisson: -99.7547 valid_0's huber: 16.8798
[52] valid_0's poisson: -99.8227 valid_0's huber: 16.8157
[53] valid_0's poisson: -99.8468 valid_0's huber: 16.7553
[54] valid_0's poisson: -99.9265 valid_0's huber: 16.7023
[55] valid_0's poisson: -99.99 valid_0's huber: 16.6494
[56] valid_0's poisson: -100.036 valid_0's huber: 16.596
[57] valid_0's poisson: -100.091 valid_0's huber: 16.5424
[58] valid_0's poisson: -100.065 valid_0's huber: 16.4996
[59] valid_0's poisson: -100.173 valid_0's huber: 16.4323
[60] valid_0's poisson: -100.242 valid_0's huber: 16.3724
[61] valid_0's poisson: -100.306 valid_0's huber: 16.3265
[62] valid_0's poisson: -100.362 valid_0's huber: 16.2708
[63] valid_0's poisson: -100.507 valid_0's huber: 16.2277
[64] valid_0's poisson: -100.579 valid_0's huber: 16.1714
[65] valid_0's poisson: -100.657 valid_0's huber: 16.1218
[66] valid_0's poisson: -100.726 valid_0's huber: 16.0752
[67] valid_0's poisson: -100.777 valid_0's huber: 16.0322
[68] valid_0's poisson: -100.807 valid_0's huber: 15.9902
[69] valid_0's poisson: -100.909 valid_0's huber: 15.9533
[70] valid_0's poisson: -100.992 valid_0's huber: 15.9242
[71] valid_0's poisson: -101.035 valid_0's huber: 15.8809
[72] valid_0's poisson: -101.06 valid_0's huber: 15.8435
[73] valid_0's poisson: -101.043 valid_0's huber: 15.8034
[74] valid_0's poisson: -101.03 valid_0's huber: 15.7705
[75] valid_0's poisson: -101.089 valid_0's huber: 15.7293
[76] valid_0's poisson: -101.153 valid_0's huber: 15.6915
[77] valid_0's poisson: -101.197 valid_0's huber: 15.6669
[78] valid_0's poisson: -101.251 valid_0's huber: 15.6322
[79] valid_0's poisson: -101.268 valid_0's huber: 15.6055
[80] valid_0's poisson: -101.385 valid_0's huber: 15.5789
[81] valid_0's poisson: -101.38 valid_0's huber: 15.55
[82] valid_0's poisson: -101.365 valid_0's huber: 15.5136
[83] valid_0's poisson: -101.379 valid_0's huber: 15.4808
[84] valid_0's poisson: -101.422 valid_0's huber: 15.451
[85] valid_0's poisson: -101.459 valid_0's huber: 15.4203
[86] valid_0's poisson: -101.519 valid_0's huber: 15.3974
[87] valid_0's poisson: -101.63 valid_0's huber: 15.3723
[88] valid_0's poisson: -101.677 valid_0's huber: 15.3485
[89] valid_0's poisson: -101.716 valid_0's huber: 15.3218
[90] valid_0's poisson: -101.684 valid_0's huber: 15.2924
[91] valid_0's poisson: -101.557 valid_0's huber: 15.2688
[92] valid_0's poisson: -101.604 valid_0's huber: 15.2392
[93] valid_0's poisson: -101.569 valid_0's huber: 15.2137
[94] valid_0's poisson: -101.69 valid_0's huber: 15.1955
[95] valid_0's poisson: -101.729 valid_0's huber: 15.1691
[96] valid_0's poisson: -101.697 valid_0's huber: 15.1432
[97] valid_0's poisson: -101.736 valid_0's huber: 15.1206
[98] valid_0's poisson: -101.771 valid_0's huber: 15.0988
[99] valid_0's poisson: -101.8 valid_0's huber: 15.0766
[100] valid_0's poisson: -101.818 valid_0's huber: 15.0537
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.6317 valid_0's huber: 29.4219
[2] valid_0's poisson: -88.0835 valid_0's huber: 29.0075
[3] valid_0's poisson: -88.5249 valid_0's huber: 28.5997
[4] valid_0's poisson: -88.9561 valid_0's huber: 28.1987
[5] valid_0's poisson: -89.3764 valid_0's huber: 27.8041
[6] valid_0's poisson: -89.7864 valid_0's huber: 27.4162
[7] valid_0's poisson: -90.1857 valid_0's huber: 27.0354
[8] valid_0's poisson: -90.5746 valid_0's huber: 26.6621
[9] valid_0's poisson: -90.9616 valid_0's huber: 26.2845
[10] valid_0's poisson: -91.3314 valid_0's huber: 25.9221
[11] valid_0's poisson: -91.7003 valid_0's huber: 25.5562
[12] valid_0's poisson: -92.0573 valid_0's huber: 25.2035
[13] valid_0's poisson: -92.4068 valid_0's huber: 24.8579
[14] valid_0's poisson: -92.7481 valid_0's huber: 24.509
[15] valid_0's poisson: -93.0866 valid_0's huber: 24.171
[16] valid_0's poisson: -93.412 valid_0's huber: 23.8361
[17] valid_0's poisson: -93.7368 valid_0's huber: 23.5086
[18] valid_0's poisson: -94.0531 valid_0's huber: 23.1875
[19] valid_0's poisson: -94.3562 valid_0's huber: 22.8712
[20] valid_0's poisson: -94.6574 valid_0's huber: 22.5624
[21] valid_0's poisson: -94.9492 valid_0's huber: 22.2626
[22] valid_0's poisson: -95.2293 valid_0's huber: 21.966
[23] valid_0's poisson: -95.4964 valid_0's huber: 21.6852
[24] valid_0's poisson: -95.7644 valid_0's huber: 21.4097
[25] valid_0's poisson: -96.0174 valid_0's huber: 21.1387
[26] valid_0's poisson: -96.2686 valid_0's huber: 20.8767
[27] valid_0's poisson: -96.5146 valid_0's huber: 20.6144
[28] valid_0's poisson: -96.7416 valid_0's huber: 20.3597
[29] valid_0's poisson: -96.96 valid_0's huber: 20.1196
[30] valid_0's poisson: -97.189 valid_0's huber: 19.8795
[31] valid_0's poisson: -97.3879 valid_0's huber: 19.6527
[32] valid_0's poisson: -97.5752 valid_0's huber: 19.4397
[33] valid_0's poisson: -97.7457 valid_0's huber: 19.2358
[34] valid_0's poisson: -97.9058 valid_0's huber: 19.0431
[35] valid_0's poisson: -98.0676 valid_0's huber: 18.8584
[36] valid_0's poisson: -98.2167 valid_0's huber: 18.6809
[37] valid_0's poisson: -98.3507 valid_0's huber: 18.5138
[38] valid_0's poisson: -98.4809 valid_0's huber: 18.3559
[39] valid_0's poisson: -98.6376 valid_0's huber: 18.207
[40] valid_0's poisson: -98.7858 valid_0's huber: 18.0488
[41] valid_0's poisson: -98.926 valid_0's huber: 17.9032
[42] valid_0's poisson: -99.0655 valid_0's huber: 17.7761
[43] valid_0's poisson: -99.1867 valid_0's huber: 17.6483
[44] valid_0's poisson: -99.3088 valid_0's huber: 17.5416
[45] valid_0's poisson: -99.3908 valid_0's huber: 17.4417
[46] valid_0's poisson: -99.4785 valid_0's huber: 17.3567
[47] valid_0's poisson: -99.5582 valid_0's huber: 17.2774
[48] valid_0's poisson: -99.5657 valid_0's huber: 17.1794
[49] valid_0's poisson: -99.565 valid_0's huber: 17.0936
[50] valid_0's poisson: -99.6487 valid_0's huber: 17.0175
[51] valid_0's poisson: -99.7031 valid_0's huber: 16.9492
[52] valid_0's poisson: -99.7372 valid_0's huber: 16.8803
[53] valid_0's poisson: -99.811 valid_0's huber: 16.8232
[54] valid_0's poisson: -99.8423 valid_0's huber: 16.7668
[55] valid_0's poisson: -99.8559 valid_0's huber: 16.711
[56] valid_0's poisson: -99.9134 valid_0's huber: 16.6586
[57] valid_0's poisson: -99.7894 valid_0's huber: 16.6109
[58] valid_0's poisson: -100.075 valid_0's huber: 16.5609
[59] valid_0's poisson: -100.096 valid_0's huber: 16.5127
[60] valid_0's poisson: -100.193 valid_0's huber: 16.4539
[61] valid_0's poisson: -100.283 valid_0's huber: 16.3976
[62] valid_0's poisson: -100.328 valid_0's huber: 16.3558
[63] valid_0's poisson: -100.404 valid_0's huber: 16.3081
[64] valid_0's poisson: -100.405 valid_0's huber: 16.2602
[65] valid_0's poisson: -100.525 valid_0's huber: 16.2259
[66] valid_0's poisson: -100.698 valid_0's huber: 16.1689
[67] valid_0's poisson: -100.772 valid_0's huber: 16.1184
[68] valid_0's poisson: -100.797 valid_0's huber: 16.0762
[69] valid_0's poisson: -100.844 valid_0's huber: 16.0344
[70] valid_0's poisson: -100.829 valid_0's huber: 15.9918
[71] valid_0's poisson: -100.973 valid_0's huber: 15.9509
[72] valid_0's poisson: -101.038 valid_0's huber: 15.9118
[73] valid_0's poisson: -101.042 valid_0's huber: 15.8803
[74] valid_0's poisson: -101.072 valid_0's huber: 15.8427
[75] valid_0's poisson: -101.147 valid_0's huber: 15.8055
[76] valid_0's poisson: -101.215 valid_0's huber: 15.7723
[77] valid_0's poisson: -101.196 valid_0's huber: 15.7471
[78] valid_0's poisson: -101.226 valid_0's huber: 15.7102
[79] valid_0's poisson: -101.27 valid_0's huber: 15.6722
[80] valid_0's poisson: -101.297 valid_0's huber: 15.6353
[81] valid_0's poisson: -101.281 valid_0's huber: 15.6076
[82] valid_0's poisson: -101.257 valid_0's huber: 15.572
[83] valid_0's poisson: -101.306 valid_0's huber: 15.5428
[84] valid_0's poisson: -101.412 valid_0's huber: 15.512
[85] valid_0's poisson: -101.448 valid_0's huber: 15.4834
[86] valid_0's poisson: -101.443 valid_0's huber: 15.4466
[87] valid_0's poisson: -101.48 valid_0's huber: 15.4122
[88] valid_0's poisson: -101.582 valid_0's huber: 15.3812
[89] valid_0's poisson: -101.487 valid_0's huber: 15.363
[90] valid_0's poisson: -101.68 valid_0's huber: 15.3305
[91] valid_0's poisson: -101.652 valid_0's huber: 15.3035
[92] valid_0's poisson: -101.58 valid_0's huber: 15.2746
[93] valid_0's poisson: -101.56 valid_0's huber: 15.25
[94] valid_0's poisson: -101.509 valid_0's huber: 15.2272
[95] valid_0's poisson: -101.548 valid_0's huber: 15.1956
[96] valid_0's poisson: -101.435 valid_0's huber: 15.1677
[97] valid_0's poisson: -101.459 valid_0's huber: 15.1432
[98] valid_0's poisson: -101.466 valid_0's huber: 15.1234
[99] valid_0's poisson: -101.512 valid_0's huber: 15.0977
[100] valid_0's poisson: -101.546 valid_0's huber: 15.0713
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.6414 valid_0's huber: 29.3717
[2] valid_0's poisson: -88.096 valid_0's huber: 28.9566
[3] valid_0's poisson: -88.5393 valid_0's huber: 28.5488
[4] valid_0's poisson: -88.9721 valid_0's huber: 28.1477
[5] valid_0's poisson: -89.3936 valid_0's huber: 27.7533
[6] valid_0's poisson: -89.8074 valid_0's huber: 27.3555
[7] valid_0's poisson: -90.2125 valid_0's huber: 26.9723
[8] valid_0's poisson: -90.6075 valid_0's huber: 26.5885
[9] valid_0's poisson: -90.9944 valid_0's huber: 26.2183
[10] valid_0's poisson: -91.371 valid_0's huber: 25.8551
[11] valid_0's poisson: -91.738 valid_0's huber: 25.4907
[12] valid_0's poisson: -92.0957 valid_0's huber: 25.137
[13] valid_0's poisson: -92.4442 valid_0's huber: 24.7851
[14] valid_0's poisson: -92.7859 valid_0's huber: 24.4433
[15] valid_0's poisson: -93.1159 valid_0's huber: 24.1086
[16] valid_0's poisson: -93.4389 valid_0's huber: 23.7758
[17] valid_0's poisson: -93.7643 valid_0's huber: 23.4478
[18] valid_0's poisson: -94.0811 valid_0's huber: 23.1267
[19] valid_0's poisson: -94.3817 valid_0's huber: 22.8129
[20] valid_0's poisson: -94.6831 valid_0's huber: 22.5041
[21] valid_0's poisson: -94.976 valid_0's huber: 22.2033
[22] valid_0's poisson: -95.2535 valid_0's huber: 21.9093
[23] valid_0's poisson: -95.5307 valid_0's huber: 21.6245
[24] valid_0's poisson: -95.7907 valid_0's huber: 21.3442
[25] valid_0's poisson: -96.0505 valid_0's huber: 21.0772
[26] valid_0's poisson: -96.2938 valid_0's huber: 20.807
[27] valid_0's poisson: -96.5253 valid_0's huber: 20.5479
[28] valid_0's poisson: -96.7449 valid_0's huber: 20.2996
[29] valid_0's poisson: -96.975 valid_0's huber: 20.0627
[30] valid_0's poisson: -97.1759 valid_0's huber: 19.8334
[31] valid_0's poisson: -97.3587 valid_0's huber: 19.6172
[32] valid_0's poisson: -97.5385 valid_0's huber: 19.4104
[33] valid_0's poisson: -97.7417 valid_0's huber: 19.1921
[34] valid_0's poisson: -97.905 valid_0's huber: 19.0034
[35] valid_0's poisson: -98.0887 valid_0's huber: 18.8032
[36] valid_0's poisson: -98.2359 valid_0's huber: 18.6293
[37] valid_0's poisson: -98.3722 valid_0's huber: 18.4647
[38] valid_0's poisson: -98.5142 valid_0's huber: 18.3081
[39] valid_0's poisson: -98.6732 valid_0's huber: 18.1401
[40] valid_0's poisson: -98.814 valid_0's huber: 17.9873
[41] valid_0's poisson: -98.9584 valid_0's huber: 17.8541
[42] valid_0's poisson: -99.0705 valid_0's huber: 17.725
[43] valid_0's poisson: -99.1991 valid_0's huber: 17.6105
[44] valid_0's poisson: -99.2895 valid_0's huber: 17.5051
[45] valid_0's poisson: -99.3994 valid_0's huber: 17.412
[46] valid_0's poisson: -99.4672 valid_0's huber: 17.3247
[47] valid_0's poisson: -99.5501 valid_0's huber: 17.244
[48] valid_0's poisson: -99.4654 valid_0's huber: 17.1438
[49] valid_0's poisson: -99.5638 valid_0's huber: 17.0546
[50] valid_0's poisson: -99.6518 valid_0's huber: 16.9751
[51] valid_0's poisson: -99.7237 valid_0's huber: 16.9002
[52] valid_0's poisson: -99.7676 valid_0's huber: 16.8336
[53] valid_0's poisson: -99.86 valid_0's huber: 16.7762
[54] valid_0's poisson: -99.8694 valid_0's huber: 16.7176
[55] valid_0's poisson: -99.9857 valid_0's huber: 16.6594
[56] valid_0's poisson: -100.027 valid_0's huber: 16.5913
[57] valid_0's poisson: -100.024 valid_0's huber: 16.546
[58] valid_0's poisson: -100.121 valid_0's huber: 16.4949
[59] valid_0's poisson: -100.147 valid_0's huber: 16.4539
[60] valid_0's poisson: -100.177 valid_0's huber: 16.4045
[61] valid_0's poisson: -100.259 valid_0's huber: 16.351
[62] valid_0's poisson: -100.322 valid_0's huber: 16.3045
[63] valid_0's poisson: -100.416 valid_0's huber: 16.2513
[64] valid_0's poisson: -100.484 valid_0's huber: 16.1993
[65] valid_0's poisson: -100.519 valid_0's huber: 16.1487
[66] valid_0's poisson: -100.56 valid_0's huber: 16.1097
[67] valid_0's poisson: -100.629 valid_0's huber: 16.0641
[68] valid_0's poisson: -100.688 valid_0's huber: 16.0346
[69] valid_0's poisson: -100.712 valid_0's huber: 15.9892
[70] valid_0's poisson: -100.792 valid_0's huber: 15.9472
[71] valid_0's poisson: -100.928 valid_0's huber: 15.9081
[72] valid_0's poisson: -100.958 valid_0's huber: 15.8683
[73] valid_0's poisson: -100.995 valid_0's huber: 15.8416
[74] valid_0's poisson: -100.971 valid_0's huber: 15.802
[75] valid_0's poisson: -100.978 valid_0's huber: 15.7663
[76] valid_0's poisson: -100.998 valid_0's huber: 15.7372
[77] valid_0's poisson: -101.074 valid_0's huber: 15.7019
[78] valid_0's poisson: -101.133 valid_0's huber: 15.6692
[79] valid_0's poisson: -101.165 valid_0's huber: 15.6476
[80] valid_0's poisson: -101.182 valid_0's huber: 15.6206
[81] valid_0's poisson: -101.209 valid_0's huber: 15.588
[82] valid_0's poisson: -101.253 valid_0's huber: 15.5627
[83] valid_0's poisson: -101.321 valid_0's huber: 15.5315
[84] valid_0's poisson: -101.348 valid_0's huber: 15.4977
[85] valid_0's poisson: -101.363 valid_0's huber: 15.4664
[86] valid_0's poisson: -101.403 valid_0's huber: 15.4386
[87] valid_0's poisson: -101.317 valid_0's huber: 15.409
[88] valid_0's poisson: -101.427 valid_0's huber: 15.3876
[89] valid_0's poisson: -101.443 valid_0's huber: 15.361
[90] valid_0's poisson: -101.469 valid_0's huber: 15.3334
[91] valid_0's poisson: -101.476 valid_0's huber: 15.307
[92] valid_0's poisson: -101.513 valid_0's huber: 15.2818
[93] valid_0's poisson: -101.609 valid_0's huber: 15.2645
[94] valid_0's poisson: -101.668 valid_0's huber: 15.2418
[95] valid_0's poisson: -101.698 valid_0's huber: 15.2187
[96] valid_0's poisson: -101.639 valid_0's huber: 15.1956
[97] valid_0's poisson: -101.597 valid_0's huber: 15.1744
[98] valid_0's poisson: -101.707 valid_0's huber: 15.1478
[99] valid_0's poisson: -101.718 valid_0's huber: 15.1233
[100] valid_0's poisson: -101.65 valid_0's huber: 15.1006
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.6291 valid_0's huber: 29.4617
[2] valid_0's poisson: -88.084 valid_0's huber: 29.045
[3] valid_0's poisson: -88.5286 valid_0's huber: 28.6347
[4] valid_0's poisson: -88.963 valid_0's huber: 28.2312
[5] valid_0's poisson: -89.3872 valid_0's huber: 27.8335
[6] valid_0's poisson: -89.8002 valid_0's huber: 27.4425
[7] valid_0's poisson: -90.2039 valid_0's huber: 27.0581
[8] valid_0's poisson: -90.5961 valid_0's huber: 26.6814
[9] valid_0's poisson: -90.9859 valid_0's huber: 26.3011
[10] valid_0's poisson: -91.3615 valid_0's huber: 25.937
[11] valid_0's poisson: -91.7273 valid_0's huber: 25.5798
[12] valid_0's poisson: -92.0886 valid_0's huber: 25.2191
[13] valid_0's poisson: -92.4358 valid_0's huber: 24.875
[14] valid_0's poisson: -92.7774 valid_0's huber: 24.5227
[15] valid_0's poisson: -93.1066 valid_0's huber: 24.192
[16] valid_0's poisson: -93.4302 valid_0's huber: 23.8624
[17] valid_0's poisson: -93.7491 valid_0's huber: 23.5287
[18] valid_0's poisson: -94.0667 valid_0's huber: 23.2051
[19] valid_0's poisson: -94.3686 valid_0's huber: 22.8907
[20] valid_0's poisson: -94.6713 valid_0's huber: 22.5791
[21] valid_0's poisson: -94.9658 valid_0's huber: 22.2756
[22] valid_0's poisson: -95.2453 valid_0's huber: 21.9799
[23] valid_0's poisson: -95.5245 valid_0's huber: 21.6918
[24] valid_0's poisson: -95.7877 valid_0's huber: 21.4077
[25] valid_0's poisson: -96.0547 valid_0's huber: 21.135
[26] valid_0's poisson: -96.3008 valid_0's huber: 20.8619
[27] valid_0's poisson: -96.5347 valid_0's huber: 20.6004
[28] valid_0's poisson: -96.7779 valid_0's huber: 20.3544
[29] valid_0's poisson: -96.993 valid_0's huber: 20.1108
[30] valid_0's poisson: -97.1972 valid_0's huber: 19.8779
[31] valid_0's poisson: -97.4177 valid_0's huber: 19.6399
[32] valid_0's poisson: -97.5947 valid_0's huber: 19.4293
[33] valid_0's poisson: -97.7694 valid_0's huber: 19.2271
[34] valid_0's poisson: -97.9336 valid_0's huber: 19.0359
[35] valid_0's poisson: -98.088 valid_0's huber: 18.8548
[36] valid_0's poisson: -98.2707 valid_0's huber: 18.6637
[37] valid_0's poisson: -98.4106 valid_0's huber: 18.4962
[38] valid_0's poisson: -98.5398 valid_0's huber: 18.338
[39] valid_0's poisson: -98.6827 valid_0's huber: 18.1912
[40] valid_0's poisson: -98.8158 valid_0's huber: 18.0422
[41] valid_0's poisson: -98.9578 valid_0's huber: 17.9092
[42] valid_0's poisson: -99.0848 valid_0's huber: 17.7739
[43] valid_0's poisson: -99.2104 valid_0's huber: 17.6596
[44] valid_0's poisson: -99.2996 valid_0's huber: 17.5532
[45] valid_0's poisson: -99.4095 valid_0's huber: 17.4581
[46] valid_0's poisson: -99.4943 valid_0's huber: 17.3723
[47] valid_0's poisson: -99.5778 valid_0's huber: 17.2787
[48] valid_0's poisson: -99.5785 valid_0's huber: 17.1814
[49] valid_0's poisson: -99.5889 valid_0's huber: 17.0957
[50] valid_0's poisson: -99.671 valid_0's huber: 17.0194
[51] valid_0's poisson: -99.7293 valid_0's huber: 16.945
[52] valid_0's poisson: -99.8292 valid_0's huber: 16.8807
[53] valid_0's poisson: -99.882 valid_0's huber: 16.8164
[54] valid_0's poisson: -99.9076 valid_0's huber: 16.7604
[55] valid_0's poisson: -99.9552 valid_0's huber: 16.7053
[56] valid_0's poisson: -99.9889 valid_0's huber: 16.6494
[57] valid_0's poisson: -100.049 valid_0's huber: 16.6023
[58] valid_0's poisson: -100.122 valid_0's huber: 16.5477
[59] valid_0's poisson: -100.186 valid_0's huber: 16.4962
[60] valid_0's poisson: -100.184 valid_0's huber: 16.4495
[61] valid_0's poisson: -100.246 valid_0's huber: 16.4049
[62] valid_0's poisson: -100.343 valid_0's huber: 16.3495
[63] valid_0's poisson: -100.413 valid_0's huber: 16.3088
[64] valid_0's poisson: -100.494 valid_0's huber: 16.2558
[65] valid_0's poisson: -100.582 valid_0's huber: 16.206
[66] valid_0's poisson: -100.652 valid_0's huber: 16.1723
[67] valid_0's poisson: -100.766 valid_0's huber: 16.1188
[68] valid_0's poisson: -100.811 valid_0's huber: 16.0856
[69] valid_0's poisson: -100.891 valid_0's huber: 16.0392
[70] valid_0's poisson: -100.942 valid_0's huber: 16.0077
[71] valid_0's poisson: -101.007 valid_0's huber: 15.9668
[72] valid_0's poisson: -101.069 valid_0's huber: 15.9218
[73] valid_0's poisson: -101.062 valid_0's huber: 15.8824
[74] valid_0's poisson: -101.111 valid_0's huber: 15.8542
[75] valid_0's poisson: -101.166 valid_0's huber: 15.8116
[76] valid_0's poisson: -101.173 valid_0's huber: 15.771
[77] valid_0's poisson: -101.17 valid_0's huber: 15.7353
[78] valid_0's poisson: -101.24 valid_0's huber: 15.7075
[79] valid_0's poisson: -101.249 valid_0's huber: 15.6781
[80] valid_0's poisson: -101.29 valid_0's huber: 15.6466
[81] valid_0's poisson: -101.331 valid_0's huber: 15.6063
[82] valid_0's poisson: -101.375 valid_0's huber: 15.5702
[83] valid_0's poisson: -101.407 valid_0's huber: 15.5409
[84] valid_0's poisson: -101.483 valid_0's huber: 15.5055
[85] valid_0's poisson: -101.521 valid_0's huber: 15.4727
[86] valid_0's poisson: -101.588 valid_0's huber: 15.4484
[87] valid_0's poisson: -101.605 valid_0's huber: 15.4129
[88] valid_0's poisson: -101.61 valid_0's huber: 15.388
[89] valid_0's poisson: -101.625 valid_0's huber: 15.3571
[90] valid_0's poisson: -101.598 valid_0's huber: 15.3282
[91] valid_0's poisson: -101.603 valid_0's huber: 15.3037
[92] valid_0's poisson: -101.665 valid_0's huber: 15.271
[93] valid_0's poisson: -101.695 valid_0's huber: 15.2459
[94] valid_0's poisson: -101.747 valid_0's huber: 15.2164
[95] valid_0's poisson: -101.769 valid_0's huber: 15.1882
[96] valid_0's poisson: -101.801 valid_0's huber: 15.1637
[97] valid_0's poisson: -101.831 valid_0's huber: 15.1401
[98] valid_0's poisson: -101.868 valid_0's huber: 15.1114
[99] valid_0's poisson: -101.93 valid_0's huber: 15.09
[100] valid_0's poisson: -101.976 valid_0's huber: 15.0619
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2028 valid_0's huber: 29.7853
[2] valid_0's poisson: -87.2319 valid_0's huber: 29.7589
[3] valid_0's poisson: -87.2609 valid_0's huber: 29.7325
[4] valid_0's poisson: -87.2899 valid_0's huber: 29.7061
[5] valid_0's poisson: -87.3189 valid_0's huber: 29.6798
[6] valid_0's poisson: -87.3478 valid_0's huber: 29.6535
[7] valid_0's poisson: -87.3767 valid_0's huber: 29.6272
[8] valid_0's poisson: -87.4056 valid_0's huber: 29.6009
[9] valid_0's poisson: -87.4344 valid_0's huber: 29.5747
[10] valid_0's poisson: -87.4631 valid_0's huber: 29.5484
[11] valid_0's poisson: -87.4918 valid_0's huber: 29.5223
[12] valid_0's poisson: -87.5205 valid_0's huber: 29.4961
[13] valid_0's poisson: -87.5492 valid_0's huber: 29.47
[14] valid_0's poisson: -87.5777 valid_0's huber: 29.4439
[15] valid_0's poisson: -87.6063 valid_0's huber: 29.4178
[16] valid_0's poisson: -87.6348 valid_0's huber: 29.3918
[17] valid_0's poisson: -87.6633 valid_0's huber: 29.3658
[18] valid_0's poisson: -87.6917 valid_0's huber: 29.3398
[19] valid_0's poisson: -87.7201 valid_0's huber: 29.3138
[20] valid_0's poisson: -87.7484 valid_0's huber: 29.2879
[21] valid_0's poisson: -87.7767 valid_0's huber: 29.262
[22] valid_0's poisson: -87.8049 valid_0's huber: 29.2361
[23] valid_0's poisson: -87.8331 valid_0's huber: 29.2103
[24] valid_0's poisson: -87.8613 valid_0's huber: 29.1845
[25] valid_0's poisson: -87.8894 valid_0's huber: 29.1587
[26] valid_0's poisson: -87.9175 valid_0's huber: 29.1329
[27] valid_0's poisson: -87.9456 valid_0's huber: 29.1072
[28] valid_0's poisson: -87.9736 valid_0's huber: 29.0815
[29] valid_0's poisson: -88.0015 valid_0's huber: 29.0558
[30] valid_0's poisson: -88.0295 valid_0's huber: 29.0301
[31] valid_0's poisson: -88.0573 valid_0's huber: 29.0045
[32] valid_0's poisson: -88.0852 valid_0's huber: 28.9789
[33] valid_0's poisson: -88.113 valid_0's huber: 28.9533
[34] valid_0's poisson: -88.1407 valid_0's huber: 28.9277
[35] valid_0's poisson: -88.1684 valid_0's huber: 28.9022
[36] valid_0's poisson: -88.1961 valid_0's huber: 28.8767
[37] valid_0's poisson: -88.2238 valid_0's huber: 28.8513
[38] valid_0's poisson: -88.2514 valid_0's huber: 28.8258
[39] valid_0's poisson: -88.2789 valid_0's huber: 28.8004
[40] valid_0's poisson: -88.3065 valid_0's huber: 28.775
[41] valid_0's poisson: -88.3339 valid_0's huber: 28.7496
[42] valid_0's poisson: -88.3614 valid_0's huber: 28.7243
[43] valid_0's poisson: -88.3888 valid_0's huber: 28.699
[44] valid_0's poisson: -88.4162 valid_0's huber: 28.6737
[45] valid_0's poisson: -88.4435 valid_0's huber: 28.6484
[46] valid_0's poisson: -88.4708 valid_0's huber: 28.6232
[47] valid_0's poisson: -88.4981 valid_0's huber: 28.598
[48] valid_0's poisson: -88.5253 valid_0's huber: 28.5728
[49] valid_0's poisson: -88.5525 valid_0's huber: 28.5476
[50] valid_0's poisson: -88.5796 valid_0's huber: 28.5225
[51] valid_0's poisson: -88.6067 valid_0's huber: 28.4974
[52] valid_0's poisson: -88.6337 valid_0's huber: 28.4723
[53] valid_0's poisson: -88.6607 valid_0's huber: 28.4473
[54] valid_0's poisson: -88.6877 valid_0's huber: 28.4223
[55] valid_0's poisson: -88.7148 valid_0's huber: 28.3972
[56] valid_0's poisson: -88.7418 valid_0's huber: 28.3722
[57] valid_0's poisson: -88.7687 valid_0's huber: 28.3472
[58] valid_0's poisson: -88.7956 valid_0's huber: 28.3222
[59] valid_0's poisson: -88.8226 valid_0's huber: 28.2972
[60] valid_0's poisson: -88.8493 valid_0's huber: 28.2723
[61] valid_0's poisson: -88.8761 valid_0's huber: 28.2474
[62] valid_0's poisson: -88.903 valid_0's huber: 28.2225
[63] valid_0's poisson: -88.9295 valid_0's huber: 28.1977
[64] valid_0's poisson: -88.9563 valid_0's huber: 28.1728
[65] valid_0's poisson: -88.9828 valid_0's huber: 28.148
[66] valid_0's poisson: -89.0094 valid_0's huber: 28.1232
[67] valid_0's poisson: -89.0358 valid_0's huber: 28.0985
[68] valid_0's poisson: -89.0624 valid_0's huber: 28.0738
[69] valid_0's poisson: -89.0889 valid_0's huber: 28.0491
[70] valid_0's poisson: -89.1152 valid_0's huber: 28.0245
[71] valid_0's poisson: -89.1416 valid_0's huber: 27.9998
[72] valid_0's poisson: -89.1678 valid_0's huber: 27.9752
[73] valid_0's poisson: -89.1942 valid_0's huber: 27.9506
[74] valid_0's poisson: -89.2203 valid_0's huber: 27.9261
[75] valid_0's poisson: -89.2466 valid_0's huber: 27.9015
[76] valid_0's poisson: -89.2728 valid_0's huber: 27.877
[77] valid_0's poisson: -89.2988 valid_0's huber: 27.8525
[78] valid_0's poisson: -89.325 valid_0's huber: 27.8281
[79] valid_0's poisson: -89.3509 valid_0's huber: 27.8037
[80] valid_0's poisson: -89.377 valid_0's huber: 27.7792
[81] valid_0's poisson: -89.4028 valid_0's huber: 27.7549
[82] valid_0's poisson: -89.4288 valid_0's huber: 27.7305
[83] valid_0's poisson: -89.4546 valid_0's huber: 27.7062
[84] valid_0's poisson: -89.4804 valid_0's huber: 27.682
[85] valid_0's poisson: -89.5061 valid_0's huber: 27.6577
[86] valid_0's poisson: -89.5318 valid_0's huber: 27.6335
[87] valid_0's poisson: -89.5575 valid_0's huber: 27.6094
[88] valid_0's poisson: -89.5831 valid_0's huber: 27.5852
[89] valid_0's poisson: -89.6086 valid_0's huber: 27.5611
[90] valid_0's poisson: -89.6342 valid_0's huber: 27.537
[91] valid_0's poisson: -89.6597 valid_0's huber: 27.5129
[92] valid_0's poisson: -89.6851 valid_0's huber: 27.4888
[93] valid_0's poisson: -89.7106 valid_0's huber: 27.4648
[94] valid_0's poisson: -89.7359 valid_0's huber: 27.4408
[95] valid_0's poisson: -89.7613 valid_0's huber: 27.4168
[96] valid_0's poisson: -89.7866 valid_0's huber: 27.3929
[97] valid_0's poisson: -89.8119 valid_0's huber: 27.369
[98] valid_0's poisson: -89.8371 valid_0's huber: 27.3451
[99] valid_0's poisson: -89.8623 valid_0's huber: 27.3212
[100] valid_0's poisson: -89.8874 valid_0's huber: 27.2974
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2028 valid_0's huber: 29.7832
[2] valid_0's poisson: -87.2316 valid_0's huber: 29.7567
[3] valid_0's poisson: -87.2603 valid_0's huber: 29.7303
[4] valid_0's poisson: -87.289 valid_0's huber: 29.7038
[5] valid_0's poisson: -87.3177 valid_0's huber: 29.6774
[6] valid_0's poisson: -87.3463 valid_0's huber: 29.6511
[7] valid_0's poisson: -87.3748 valid_0's huber: 29.6247
[8] valid_0's poisson: -87.4033 valid_0's huber: 29.5984
[9] valid_0's poisson: -87.4317 valid_0's huber: 29.5722
[10] valid_0's poisson: -87.4601 valid_0's huber: 29.5459
[11] valid_0's poisson: -87.4884 valid_0's huber: 29.5197
[12] valid_0's poisson: -87.5167 valid_0's huber: 29.4936
[13] valid_0's poisson: -87.5449 valid_0's huber: 29.4674
[14] valid_0's poisson: -87.5731 valid_0's huber: 29.4413
[15] valid_0's poisson: -87.6012 valid_0's huber: 29.4152
[16] valid_0's poisson: -87.6293 valid_0's huber: 29.3892
[17] valid_0's poisson: -87.6573 valid_0's huber: 29.3632
[18] valid_0's poisson: -87.6852 valid_0's huber: 29.3372
[19] valid_0's poisson: -87.7131 valid_0's huber: 29.3113
[20] valid_0's poisson: -87.742 valid_0's huber: 29.285
[21] valid_0's poisson: -87.7708 valid_0's huber: 29.2587
[22] valid_0's poisson: -87.7995 valid_0's huber: 29.2324
[23] valid_0's poisson: -87.8273 valid_0's huber: 29.2066
[24] valid_0's poisson: -87.856 valid_0's huber: 29.1804
[25] valid_0's poisson: -87.8846 valid_0's huber: 29.1542
[26] valid_0's poisson: -87.9132 valid_0's huber: 29.128
[27] valid_0's poisson: -87.9408 valid_0's huber: 29.1023
[28] valid_0's poisson: -87.9693 valid_0's huber: 29.0762
[29] valid_0's poisson: -87.9978 valid_0's huber: 29.0501
[30] valid_0's poisson: -88.0253 valid_0's huber: 29.0244
[31] valid_0's poisson: -88.0537 valid_0's huber: 28.9984
[32] valid_0's poisson: -88.0811 valid_0's huber: 28.9728
[33] valid_0's poisson: -88.1085 valid_0's huber: 28.9472
[34] valid_0's poisson: -88.1368 valid_0's huber: 28.9212
[35] valid_0's poisson: -88.1641 valid_0's huber: 28.8956
[36] valid_0's poisson: -88.1924 valid_0's huber: 28.8697
[37] valid_0's poisson: -88.2196 valid_0's huber: 28.8442
[38] valid_0's poisson: -88.2478 valid_0's huber: 28.8183
[39] valid_0's poisson: -88.2759 valid_0's huber: 28.7924
[40] valid_0's poisson: -88.304 valid_0's huber: 28.7666
[41] valid_0's poisson: -88.332 valid_0's huber: 28.7408
[42] valid_0's poisson: -88.36 valid_0's huber: 28.715
[43] valid_0's poisson: -88.388 valid_0's huber: 28.6893
[44] valid_0's poisson: -88.4149 valid_0's huber: 28.6639
[45] valid_0's poisson: -88.4428 valid_0's huber: 28.6382
[46] valid_0's poisson: -88.4707 valid_0's huber: 28.6125
[47] valid_0's poisson: -88.4985 valid_0's huber: 28.5869
[48] valid_0's poisson: -88.5262 valid_0's huber: 28.5613
[49] valid_0's poisson: -88.5539 valid_0's huber: 28.5357
[50] valid_0's poisson: -88.5806 valid_0's huber: 28.5104
[51] valid_0's poisson: -88.6083 valid_0's huber: 28.4849
[52] valid_0's poisson: -88.6358 valid_0's huber: 28.4594
[53] valid_0's poisson: -88.6634 valid_0's huber: 28.4339
[54] valid_0's poisson: -88.6909 valid_0's huber: 28.4085
[55] valid_0's poisson: -88.7183 valid_0's huber: 28.3831
[56] valid_0's poisson: -88.7458 valid_0's huber: 28.3577
[57] valid_0's poisson: -88.7731 valid_0's huber: 28.3323
[58] valid_0's poisson: -88.8005 valid_0's huber: 28.307
[59] valid_0's poisson: -88.8278 valid_0's huber: 28.2817
[60] valid_0's poisson: -88.855 valid_0's huber: 28.2564
[61] valid_0's poisson: -88.8822 valid_0's huber: 28.2311
[62] valid_0's poisson: -88.9094 valid_0's huber: 28.2059
[63] valid_0's poisson: -88.9365 valid_0's huber: 28.1806
[64] valid_0's poisson: -88.9636 valid_0's huber: 28.1554
[65] valid_0's poisson: -88.9897 valid_0's huber: 28.1304
[66] valid_0's poisson: -89.0157 valid_0's huber: 28.1054
[67] valid_0's poisson: -89.0427 valid_0's huber: 28.0803
[68] valid_0's poisson: -89.0686 valid_0's huber: 28.0553
[69] valid_0's poisson: -89.0955 valid_0's huber: 28.0302
[70] valid_0's poisson: -89.1224 valid_0's huber: 28.0051
[71] valid_0's poisson: -89.1493 valid_0's huber: 27.98
[72] valid_0's poisson: -89.1761 valid_0's huber: 27.955
[73] valid_0's poisson: -89.2028 valid_0's huber: 27.93
[74] valid_0's poisson: -89.2296 valid_0's huber: 27.905
[75] valid_0's poisson: -89.2562 valid_0's huber: 27.88
[76] valid_0's poisson: -89.2829 valid_0's huber: 27.8551
[77] valid_0's poisson: -89.3095 valid_0's huber: 27.8302
[78] valid_0's poisson: -89.336 valid_0's huber: 27.8054
[79] valid_0's poisson: -89.3625 valid_0's huber: 27.7805
[80] valid_0's poisson: -89.389 valid_0's huber: 27.7557
[81] valid_0's poisson: -89.4154 valid_0's huber: 27.731
[82] valid_0's poisson: -89.4418 valid_0's huber: 27.7062
[83] valid_0's poisson: -89.4681 valid_0's huber: 27.6815
[84] valid_0's poisson: -89.4944 valid_0's huber: 27.6568
[85] valid_0's poisson: -89.5206 valid_0's huber: 27.6322
[86] valid_0's poisson: -89.5468 valid_0's huber: 27.6076
[87] valid_0's poisson: -89.573 valid_0's huber: 27.583
[88] valid_0's poisson: -89.5991 valid_0's huber: 27.5584
[89] valid_0's poisson: -89.6251 valid_0's huber: 27.5339
[90] valid_0's poisson: -89.6512 valid_0's huber: 27.5094
[91] valid_0's poisson: -89.6772 valid_0's huber: 27.485
[92] valid_0's poisson: -89.7031 valid_0's huber: 27.4605
[93] valid_0's poisson: -89.729 valid_0's huber: 27.4361
[94] valid_0's poisson: -89.7549 valid_0's huber: 27.4117
[95] valid_0's poisson: -89.7807 valid_0's huber: 27.3874
[96] valid_0's poisson: -89.8064 valid_0's huber: 27.363
[97] valid_0's poisson: -89.8322 valid_0's huber: 27.3387
[98] valid_0's poisson: -89.8579 valid_0's huber: 27.3144
[99] valid_0's poisson: -89.8835 valid_0's huber: 27.2902
[100] valid_0's poisson: -89.9091 valid_0's huber: 27.266
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1987 valid_0's huber: 29.8164
[2] valid_0's poisson: -87.2277 valid_0's huber: 29.79
[3] valid_0's poisson: -87.2567 valid_0's huber: 29.7636
[4] valid_0's poisson: -87.2857 valid_0's huber: 29.7372
[5] valid_0's poisson: -87.3146 valid_0's huber: 29.7109
[6] valid_0's poisson: -87.3435 valid_0's huber: 29.6846
[7] valid_0's poisson: -87.3724 valid_0's huber: 29.6583
[8] valid_0's poisson: -87.4012 valid_0's huber: 29.632
[9] valid_0's poisson: -87.43 valid_0's huber: 29.6057
[10] valid_0's poisson: -87.4587 valid_0's huber: 29.5795
[11] valid_0's poisson: -87.4874 valid_0's huber: 29.5533
[12] valid_0's poisson: -87.516 valid_0's huber: 29.5271
[13] valid_0's poisson: -87.5446 valid_0's huber: 29.501
[14] valid_0's poisson: -87.5732 valid_0's huber: 29.4749
[15] valid_0's poisson: -87.6017 valid_0's huber: 29.4488
[16] valid_0's poisson: -87.6302 valid_0's huber: 29.4227
[17] valid_0's poisson: -87.6586 valid_0's huber: 29.3967
[18] valid_0's poisson: -87.687 valid_0's huber: 29.3707
[19] valid_0's poisson: -87.7154 valid_0's huber: 29.3447
[20] valid_0's poisson: -87.7437 valid_0's huber: 29.3188
[21] valid_0's poisson: -87.772 valid_0's huber: 29.2928
[22] valid_0's poisson: -87.8002 valid_0's huber: 29.2669
[23] valid_0's poisson: -87.8284 valid_0's huber: 29.2411
[24] valid_0's poisson: -87.8566 valid_0's huber: 29.2152
[25] valid_0's poisson: -87.8847 valid_0's huber: 29.1894
[26] valid_0's poisson: -87.9128 valid_0's huber: 29.1636
[27] valid_0's poisson: -87.9408 valid_0's huber: 29.1379
[28] valid_0's poisson: -87.9688 valid_0's huber: 29.1122
[29] valid_0's poisson: -87.9967 valid_0's huber: 29.0865
[30] valid_0's poisson: -88.0246 valid_0's huber: 29.0608
[31] valid_0's poisson: -88.0525 valid_0's huber: 29.0351
[32] valid_0's poisson: -88.0803 valid_0's huber: 29.0095
[33] valid_0's poisson: -88.1081 valid_0's huber: 28.9839
[34] valid_0's poisson: -88.1359 valid_0's huber: 28.9583
[35] valid_0's poisson: -88.1636 valid_0's huber: 28.9327
[36] valid_0's poisson: -88.1913 valid_0's huber: 28.9072
[37] valid_0's poisson: -88.2189 valid_0's huber: 28.8817
[38] valid_0's poisson: -88.2465 valid_0's huber: 28.8562
[39] valid_0's poisson: -88.2741 valid_0's huber: 28.8307
[40] valid_0's poisson: -88.3016 valid_0's huber: 28.8053
[41] valid_0's poisson: -88.3291 valid_0's huber: 28.7799
[42] valid_0's poisson: -88.3566 valid_0's huber: 28.7545
[43] valid_0's poisson: -88.384 valid_0's huber: 28.7291
[44] valid_0's poisson: -88.4114 valid_0's huber: 28.7038
[45] valid_0's poisson: -88.4387 valid_0's huber: 28.6785
[46] valid_0's poisson: -88.466 valid_0's huber: 28.6532
[47] valid_0's poisson: -88.4932 valid_0's huber: 28.628
[48] valid_0's poisson: -88.5204 valid_0's huber: 28.6028
[49] valid_0's poisson: -88.5476 valid_0's huber: 28.5776
[50] valid_0's poisson: -88.5747 valid_0's huber: 28.5524
[51] valid_0's poisson: -88.6017 valid_0's huber: 28.5273
[52] valid_0's poisson: -88.6288 valid_0's huber: 28.5022
[53] valid_0's poisson: -88.6557 valid_0's huber: 28.4771
[54] valid_0's poisson: -88.6827 valid_0's huber: 28.4521
[55] valid_0's poisson: -88.7096 valid_0's huber: 28.4271
[56] valid_0's poisson: -88.7364 valid_0's huber: 28.4021
[57] valid_0's poisson: -88.7633 valid_0's huber: 28.3771
[58] valid_0's poisson: -88.79 valid_0's huber: 28.3522
[59] valid_0's poisson: -88.8168 valid_0's huber: 28.3273
[60] valid_0's poisson: -88.8435 valid_0's huber: 28.3024
[61] valid_0's poisson: -88.8701 valid_0's huber: 28.2775
[62] valid_0's poisson: -88.8967 valid_0's huber: 28.2527
[63] valid_0's poisson: -88.9233 valid_0's huber: 28.2278
[64] valid_0's poisson: -88.9498 valid_0's huber: 28.203
[65] valid_0's poisson: -88.9763 valid_0's huber: 28.1783
[66] valid_0's poisson: -89.0027 valid_0's huber: 28.1535
[67] valid_0's poisson: -89.0291 valid_0's huber: 28.1288
[68] valid_0's poisson: -89.0554 valid_0's huber: 28.1041
[69] valid_0's poisson: -89.0817 valid_0's huber: 28.0795
[70] valid_0's poisson: -89.108 valid_0's huber: 28.0548
[71] valid_0's poisson: -89.1342 valid_0's huber: 28.0302
[72] valid_0's poisson: -89.1604 valid_0's huber: 28.0057
[73] valid_0's poisson: -89.1865 valid_0's huber: 27.9811
[74] valid_0's poisson: -89.2126 valid_0's huber: 27.9566
[75] valid_0's poisson: -89.2386 valid_0's huber: 27.9321
[76] valid_0's poisson: -89.2647 valid_0's huber: 27.9076
[77] valid_0's poisson: -89.2906 valid_0's huber: 27.8832
[78] valid_0's poisson: -89.3166 valid_0's huber: 27.8587
[79] valid_0's poisson: -89.3425 valid_0's huber: 27.8343
[80] valid_0's poisson: -89.3684 valid_0's huber: 27.8099
[81] valid_0's poisson: -89.3942 valid_0's huber: 27.7856
[82] valid_0's poisson: -89.42 valid_0's huber: 27.7613
[83] valid_0's poisson: -89.4457 valid_0's huber: 27.737
[84] valid_0's poisson: -89.4714 valid_0's huber: 27.7127
[85] valid_0's poisson: -89.4971 valid_0's huber: 27.6885
[86] valid_0's poisson: -89.5227 valid_0's huber: 27.6643
[87] valid_0's poisson: -89.5483 valid_0's huber: 27.6401
[88] valid_0's poisson: -89.5738 valid_0's huber: 27.6159
[89] valid_0's poisson: -89.5993 valid_0's huber: 27.5918
[90] valid_0's poisson: -89.6247 valid_0's huber: 27.5677
[91] valid_0's poisson: -89.6501 valid_0's huber: 27.5436
[92] valid_0's poisson: -89.6755 valid_0's huber: 27.5195
[93] valid_0's poisson: -89.7008 valid_0's huber: 27.4955
[94] valid_0's poisson: -89.7261 valid_0's huber: 27.4714
[95] valid_0's poisson: -89.7514 valid_0's huber: 27.4475
[96] valid_0's poisson: -89.7766 valid_0's huber: 27.4235
[97] valid_0's poisson: -89.8018 valid_0's huber: 27.3996
[98] valid_0's poisson: -89.8269 valid_0's huber: 27.3757
[99] valid_0's poisson: -89.852 valid_0's huber: 27.3518
[100] valid_0's poisson: -89.877 valid_0's huber: 27.328
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2053 valid_0's huber: 29.7671
[2] valid_0's poisson: -87.2346 valid_0's huber: 29.7406
[3] valid_0's poisson: -87.2638 valid_0's huber: 29.7142
[4] valid_0's poisson: -87.293 valid_0's huber: 29.6878
[5] valid_0's poisson: -87.3221 valid_0's huber: 29.6614
[6] valid_0's poisson: -87.3512 valid_0's huber: 29.635
[7] valid_0's poisson: -87.3803 valid_0's huber: 29.6086
[8] valid_0's poisson: -87.4093 valid_0's huber: 29.5823
[9] valid_0's poisson: -87.4383 valid_0's huber: 29.556
[10] valid_0's poisson: -87.4672 valid_0's huber: 29.5297
[11] valid_0's poisson: -87.4961 valid_0's huber: 29.5035
[12] valid_0's poisson: -87.525 valid_0's huber: 29.4773
[13] valid_0's poisson: -87.5538 valid_0's huber: 29.4511
[14] valid_0's poisson: -87.5825 valid_0's huber: 29.4249
[15] valid_0's poisson: -87.6112 valid_0's huber: 29.3988
[16] valid_0's poisson: -87.6399 valid_0's huber: 29.3727
[17] valid_0's poisson: -87.6685 valid_0's huber: 29.3466
[18] valid_0's poisson: -87.6971 valid_0's huber: 29.3205
[19] valid_0's poisson: -87.7256 valid_0's huber: 29.2945
[20] valid_0's poisson: -87.7541 valid_0's huber: 29.2685
[21] valid_0's poisson: -87.7826 valid_0's huber: 29.2425
[22] valid_0's poisson: -87.811 valid_0's huber: 29.2166
[23] valid_0's poisson: -87.8393 valid_0's huber: 29.1907
[24] valid_0's poisson: -87.8677 valid_0's huber: 29.1648
[25] valid_0's poisson: -87.8959 valid_0's huber: 29.139
[26] valid_0's poisson: -87.9242 valid_0's huber: 29.1131
[27] valid_0's poisson: -87.9523 valid_0's huber: 29.0873
[28] valid_0's poisson: -87.9805 valid_0's huber: 29.0616
[29] valid_0's poisson: -88.0086 valid_0's huber: 29.0358
[30] valid_0's poisson: -88.0366 valid_0's huber: 29.0101
[31] valid_0's poisson: -88.0646 valid_0's huber: 28.9844
[32] valid_0's poisson: -88.0926 valid_0's huber: 28.9588
[33] valid_0's poisson: -88.1205 valid_0's huber: 28.9332
[34] valid_0's poisson: -88.1484 valid_0's huber: 28.9076
[35] valid_0's poisson: -88.1762 valid_0's huber: 28.882
[36] valid_0's poisson: -88.204 valid_0's huber: 28.8565
[37] valid_0's poisson: -88.2317 valid_0's huber: 28.831
[38] valid_0's poisson: -88.2594 valid_0's huber: 28.8055
[39] valid_0's poisson: -88.2871 valid_0's huber: 28.7801
[40] valid_0's poisson: -88.3147 valid_0's huber: 28.7546
[41] valid_0's poisson: -88.3423 valid_0's huber: 28.7292
[42] valid_0's poisson: -88.3698 valid_0's huber: 28.7039
[43] valid_0's poisson: -88.3973 valid_0's huber: 28.6785
[44] valid_0's poisson: -88.4248 valid_0's huber: 28.6532
[45] valid_0's poisson: -88.4522 valid_0's huber: 28.6279
[46] valid_0's poisson: -88.4796 valid_0's huber: 28.6027
[47] valid_0's poisson: -88.5069 valid_0's huber: 28.5774
[48] valid_0's poisson: -88.5342 valid_0's huber: 28.5522
[49] valid_0's poisson: -88.5615 valid_0's huber: 28.527
[50] valid_0's poisson: -88.5887 valid_0's huber: 28.5019
[51] valid_0's poisson: -88.6159 valid_0's huber: 28.4768
[52] valid_0's poisson: -88.643 valid_0's huber: 28.4517
[53] valid_0's poisson: -88.6701 valid_0's huber: 28.4266
[54] valid_0's poisson: -88.6971 valid_0's huber: 28.4015
[55] valid_0's poisson: -88.7241 valid_0's huber: 28.3765
[56] valid_0's poisson: -88.7511 valid_0's huber: 28.3515
[57] valid_0's poisson: -88.778 valid_0's huber: 28.3265
[58] valid_0's poisson: -88.8049 valid_0's huber: 28.3016
[59] valid_0's poisson: -88.8317 valid_0's huber: 28.2766
[60] valid_0's poisson: -88.8585 valid_0's huber: 28.2517
[61] valid_0's poisson: -88.8852 valid_0's huber: 28.2269
[62] valid_0's poisson: -88.9119 valid_0's huber: 28.202
[63] valid_0's poisson: -88.9385 valid_0's huber: 28.1772
[64] valid_0's poisson: -88.9651 valid_0's huber: 28.1524
[65] valid_0's poisson: -88.9917 valid_0's huber: 28.1276
[66] valid_0's poisson: -89.0182 valid_0's huber: 28.1029
[67] valid_0's poisson: -89.0446 valid_0's huber: 28.0782
[68] valid_0's poisson: -89.0711 valid_0's huber: 28.0536
[69] valid_0's poisson: -89.0974 valid_0's huber: 28.0289
[70] valid_0's poisson: -89.1238 valid_0's huber: 28.0043
[71] valid_0's poisson: -89.15 valid_0's huber: 27.9797
[72] valid_0's poisson: -89.1763 valid_0's huber: 27.9552
[73] valid_0's poisson: -89.2025 valid_0's huber: 27.9306
[74] valid_0's poisson: -89.2286 valid_0's huber: 27.9061
[75] valid_0's poisson: -89.2548 valid_0's huber: 27.8816
[76] valid_0's poisson: -89.281 valid_0's huber: 27.8566
[77] valid_0's poisson: -89.3071 valid_0's huber: 27.8321
[78] valid_0's poisson: -89.3332 valid_0's huber: 27.8071
[79] valid_0's poisson: -89.3592 valid_0's huber: 27.7827
[80] valid_0's poisson: -89.3853 valid_0's huber: 27.7578
[81] valid_0's poisson: -89.4114 valid_0's huber: 27.7333
[82] valid_0's poisson: -89.4374 valid_0's huber: 27.7084
[83] valid_0's poisson: -89.4634 valid_0's huber: 27.6835
[84] valid_0's poisson: -89.4894 valid_0's huber: 27.6591
[85] valid_0's poisson: -89.5154 valid_0's huber: 27.6343
[86] valid_0's poisson: -89.5413 valid_0's huber: 27.61
[87] valid_0's poisson: -89.5672 valid_0's huber: 27.5857
[88] valid_0's poisson: -89.5931 valid_0's huber: 27.561
[89] valid_0's poisson: -89.6189 valid_0's huber: 27.5367
[90] valid_0's poisson: -89.6446 valid_0's huber: 27.5125
[91] valid_0's poisson: -89.6704 valid_0's huber: 27.4878
[92] valid_0's poisson: -89.6961 valid_0's huber: 27.4637
[93] valid_0's poisson: -89.7215 valid_0's huber: 27.4396
[94] valid_0's poisson: -89.7472 valid_0's huber: 27.415
[95] valid_0's poisson: -89.7727 valid_0's huber: 27.3909
[96] valid_0's poisson: -89.7983 valid_0's huber: 27.3668
[97] valid_0's poisson: -89.8238 valid_0's huber: 27.3423
[98] valid_0's poisson: -89.8492 valid_0's huber: 27.3183
[99] valid_0's poisson: -89.8744 valid_0's huber: 27.2944
[100] valid_0's poisson: -89.8999 valid_0's huber: 27.27
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.1929 valid_0's huber: 29.8587
[2] valid_0's poisson: -87.2222 valid_0's huber: 29.8321
[3] valid_0's poisson: -87.2514 valid_0's huber: 29.8056
[4] valid_0's poisson: -87.2805 valid_0's huber: 29.7791
[5] valid_0's poisson: -87.3097 valid_0's huber: 29.7526
[6] valid_0's poisson: -87.3388 valid_0's huber: 29.7261
[7] valid_0's poisson: -87.3678 valid_0's huber: 29.6996
[8] valid_0's poisson: -87.3968 valid_0's huber: 29.6732
[9] valid_0's poisson: -87.4258 valid_0's huber: 29.6468
[10] valid_0's poisson: -87.4547 valid_0's huber: 29.6204
[11] valid_0's poisson: -87.4836 valid_0's huber: 29.594
[12] valid_0's poisson: -87.5124 valid_0's huber: 29.5677
[13] valid_0's poisson: -87.5412 valid_0's huber: 29.5414
[14] valid_0's poisson: -87.57 valid_0's huber: 29.5151
[15] valid_0's poisson: -87.5987 valid_0's huber: 29.4889
[16] valid_0's poisson: -87.6273 valid_0's huber: 29.4627
[17] valid_0's poisson: -87.656 valid_0's huber: 29.4365
[18] valid_0's poisson: -87.6846 valid_0's huber: 29.4103
[19] valid_0's poisson: -87.7131 valid_0's huber: 29.3842
[20] valid_0's poisson: -87.7416 valid_0's huber: 29.3581
[21] valid_0's poisson: -87.7701 valid_0's huber: 29.332
[22] valid_0's poisson: -87.7985 valid_0's huber: 29.306
[23] valid_0's poisson: -87.8269 valid_0's huber: 29.28
[24] valid_0's poisson: -87.8552 valid_0's huber: 29.254
[25] valid_0's poisson: -87.8835 valid_0's huber: 29.228
[26] valid_0's poisson: -87.9117 valid_0's huber: 29.2021
[27] valid_0's poisson: -87.9399 valid_0's huber: 29.1762
[28] valid_0's poisson: -87.9681 valid_0's huber: 29.1503
[29] valid_0's poisson: -87.9962 valid_0's huber: 29.1244
[30] valid_0's poisson: -88.0243 valid_0's huber: 29.0986
[31] valid_0's poisson: -88.0524 valid_0's huber: 29.0728
[32] valid_0's poisson: -88.0804 valid_0's huber: 29.047
[33] valid_0's poisson: -88.1084 valid_0's huber: 29.0213
[34] valid_0's poisson: -88.1363 valid_0's huber: 28.9955
[35] valid_0's poisson: -88.1643 valid_0's huber: 28.9698
[36] valid_0's poisson: -88.1921 valid_0's huber: 28.9441
[37] valid_0's poisson: -88.22 valid_0's huber: 28.9184
[38] valid_0's poisson: -88.2478 valid_0's huber: 28.8928
[39] valid_0's poisson: -88.2756 valid_0's huber: 28.8672
[40] valid_0's poisson: -88.3033 valid_0's huber: 28.8416
[41] valid_0's poisson: -88.331 valid_0's huber: 28.816
[42] valid_0's poisson: -88.3586 valid_0's huber: 28.7904
[43] valid_0's poisson: -88.3862 valid_0's huber: 28.7649
[44] valid_0's poisson: -88.4138 valid_0's huber: 28.7394
[45] valid_0's poisson: -88.4413 valid_0's huber: 28.714
[46] valid_0's poisson: -88.4688 valid_0's huber: 28.6886
[47] valid_0's poisson: -88.4962 valid_0's huber: 28.6631
[48] valid_0's poisson: -88.5236 valid_0's huber: 28.6378
[49] valid_0's poisson: -88.551 valid_0's huber: 28.6124
[50] valid_0's poisson: -88.5783 valid_0's huber: 28.5871
[51] valid_0's poisson: -88.6056 valid_0's huber: 28.5618
[52] valid_0's poisson: -88.6328 valid_0's huber: 28.5366
[53] valid_0's poisson: -88.66 valid_0's huber: 28.5113
[54] valid_0's poisson: -88.6871 valid_0's huber: 28.4861
[55] valid_0's poisson: -88.7142 valid_0's huber: 28.4609
[56] valid_0's poisson: -88.7413 valid_0's huber: 28.4358
[57] valid_0's poisson: -88.7683 valid_0's huber: 28.4106
[58] valid_0's poisson: -88.7953 valid_0's huber: 28.3855
[59] valid_0's poisson: -88.8223 valid_0's huber: 28.3605
[60] valid_0's poisson: -88.8492 valid_0's huber: 28.3354
[61] valid_0's poisson: -88.8761 valid_0's huber: 28.3103
[62] valid_0's poisson: -88.9029 valid_0's huber: 28.2853
[63] valid_0's poisson: -88.9297 valid_0's huber: 28.2603
[64] valid_0's poisson: -88.9565 valid_0's huber: 28.2353
[65] valid_0's poisson: -88.9832 valid_0's huber: 28.2104
[66] valid_0's poisson: -89.0098 valid_0's huber: 28.1854
[67] valid_0's poisson: -89.0364 valid_0's huber: 28.1606
[68] valid_0's poisson: -89.063 valid_0's huber: 28.1357
[69] valid_0's poisson: -89.0895 valid_0's huber: 28.1108
[70] valid_0's poisson: -89.1159 valid_0's huber: 28.086
[71] valid_0's poisson: -89.1424 valid_0's huber: 28.0612
[72] valid_0's poisson: -89.1688 valid_0's huber: 28.0365
[73] valid_0's poisson: -89.1951 valid_0's huber: 28.0117
[74] valid_0's poisson: -89.2214 valid_0's huber: 27.987
[75] valid_0's poisson: -89.2478 valid_0's huber: 27.9623
[76] valid_0's poisson: -89.274 valid_0's huber: 27.9377
[77] valid_0's poisson: -89.3002 valid_0's huber: 27.913
[78] valid_0's poisson: -89.3264 valid_0's huber: 27.8884
[79] valid_0's poisson: -89.3525 valid_0's huber: 27.8637
[80] valid_0's poisson: -89.3786 valid_0's huber: 27.8392
[81] valid_0's poisson: -89.4047 valid_0's huber: 27.8146
[82] valid_0's poisson: -89.4306 valid_0's huber: 27.7901
[83] valid_0's poisson: -89.4567 valid_0's huber: 27.7656
[84] valid_0's poisson: -89.4826 valid_0's huber: 27.7411
[85] valid_0's poisson: -89.5085 valid_0's huber: 27.7166
[86] valid_0's poisson: -89.5343 valid_0's huber: 27.6922
[87] valid_0's poisson: -89.5601 valid_0's huber: 27.6678
[88] valid_0's poisson: -89.5859 valid_0's huber: 27.6434
[89] valid_0's poisson: -89.6117 valid_0's huber: 27.6191
[90] valid_0's poisson: -89.6373 valid_0's huber: 27.5948
[91] valid_0's poisson: -89.663 valid_0's huber: 27.5705
[92] valid_0's poisson: -89.6886 valid_0's huber: 27.5462
[93] valid_0's poisson: -89.7141 valid_0's huber: 27.522
[94] valid_0's poisson: -89.7397 valid_0's huber: 27.4977
[95] valid_0's poisson: -89.7651 valid_0's huber: 27.4736
[96] valid_0's poisson: -89.7906 valid_0's huber: 27.4494
[97] valid_0's poisson: -89.816 valid_0's huber: 27.4252
[98] valid_0's poisson: -89.8413 valid_0's huber: 27.4011
[99] valid_0's poisson: -89.8667 valid_0's huber: 27.377
[100] valid_0's poisson: -89.8919 valid_0's huber: 27.353
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3226 valid_0's huber: 29.6808
[2] valid_0's poisson: -87.4706 valid_0's huber: 29.5502
[3] valid_0's poisson: -87.6185 valid_0's huber: 29.4211
[4] valid_0's poisson: -87.7651 valid_0's huber: 29.2927
[5] valid_0's poisson: -87.9101 valid_0's huber: 29.164
[6] valid_0's poisson: -88.0552 valid_0's huber: 29.0363
[7] valid_0's poisson: -88.1984 valid_0's huber: 28.9085
[8] valid_0's poisson: -88.3414 valid_0's huber: 28.7825
[9] valid_0's poisson: -88.4834 valid_0's huber: 28.657
[10] valid_0's poisson: -88.6239 valid_0's huber: 28.5311
[11] valid_0's poisson: -88.7634 valid_0's huber: 28.4057
[12] valid_0's poisson: -88.9027 valid_0's huber: 28.2817
[13] valid_0's poisson: -89.0411 valid_0's huber: 28.1581
[14] valid_0's poisson: -89.1783 valid_0's huber: 28.0339
[15] valid_0's poisson: -89.3155 valid_0's huber: 27.9108
[16] valid_0's poisson: -89.4519 valid_0's huber: 27.7881
[17] valid_0's poisson: -89.5879 valid_0's huber: 27.6654
[18] valid_0's poisson: -89.7222 valid_0's huber: 27.543
[19] valid_0's poisson: -89.8639 valid_0's huber: 27.4239
[20] valid_0's poisson: -89.9967 valid_0's huber: 27.3023
[21] valid_0's poisson: -90.1374 valid_0's huber: 27.1836
[22] valid_0's poisson: -90.2773 valid_0's huber: 27.0652
[23] valid_0's poisson: -90.4156 valid_0's huber: 26.9472
[24] valid_0's poisson: -90.5539 valid_0's huber: 26.8298
[25] valid_0's poisson: -90.691 valid_0's huber: 26.7132
[26] valid_0's poisson: -90.8277 valid_0's huber: 26.5966
[27] valid_0's poisson: -90.9629 valid_0's huber: 26.4802
[28] valid_0's poisson: -91.098 valid_0's huber: 26.3645
[29] valid_0's poisson: -91.2319 valid_0's huber: 26.2498
[30] valid_0's poisson: -91.3663 valid_0's huber: 26.1347
[31] valid_0's poisson: -91.4984 valid_0's huber: 26.02
[32] valid_0's poisson: -91.6313 valid_0's huber: 25.9058
[33] valid_0's poisson: -91.7628 valid_0's huber: 25.7922
[34] valid_0's poisson: -91.8931 valid_0's huber: 25.6794
[35] valid_0's poisson: -92.0236 valid_0's huber: 25.567
[36] valid_0's poisson: -92.1459 valid_0's huber: 25.4519
[37] valid_0's poisson: -92.274 valid_0's huber: 25.3408
[38] valid_0's poisson: -92.3956 valid_0's huber: 25.2266
[39] valid_0's poisson: -92.5236 valid_0's huber: 25.1153
[40] valid_0's poisson: -92.6441 valid_0's huber: 25.0013
[41] valid_0's poisson: -92.7696 valid_0's huber: 24.8919
[42] valid_0's poisson: -92.8944 valid_0's huber: 24.7808
[43] valid_0's poisson: -93.0188 valid_0's huber: 24.6719
[44] valid_0's poisson: -93.1419 valid_0's huber: 24.5624
[45] valid_0's poisson: -93.2646 valid_0's huber: 24.4544
[46] valid_0's poisson: -93.3878 valid_0's huber: 24.3459
[47] valid_0's poisson: -93.51 valid_0's huber: 24.236
[48] valid_0's poisson: -93.6317 valid_0's huber: 24.1282
[49] valid_0's poisson: -93.752 valid_0's huber: 24.0197
[50] valid_0's poisson: -93.8724 valid_0's huber: 23.9111
[51] valid_0's poisson: -93.9939 valid_0's huber: 23.8035
[52] valid_0's poisson: -94.1131 valid_0's huber: 23.6972
[53] valid_0's poisson: -94.2317 valid_0's huber: 23.5897
[54] valid_0's poisson: -94.3497 valid_0's huber: 23.484
[55] valid_0's poisson: -94.466 valid_0's huber: 23.3784
[56] valid_0's poisson: -94.5824 valid_0's huber: 23.2711
[57] valid_0's poisson: -94.6986 valid_0's huber: 23.1648
[58] valid_0's poisson: -94.8143 valid_0's huber: 23.0583
[59] valid_0's poisson: -94.9293 valid_0's huber: 22.9531
[60] valid_0's poisson: -95.0451 valid_0's huber: 22.849
[61] valid_0's poisson: -95.1589 valid_0's huber: 22.7439
[62] valid_0's poisson: -95.2734 valid_0's huber: 22.6406
[63] valid_0's poisson: -95.3836 valid_0's huber: 22.537
[64] valid_0's poisson: -95.493 valid_0's huber: 22.4339
[65] valid_0's poisson: -95.6051 valid_0's huber: 22.332
[66] valid_0's poisson: -95.7157 valid_0's huber: 22.2286
[67] valid_0's poisson: -95.8259 valid_0's huber: 22.1262
[68] valid_0's poisson: -95.9342 valid_0's huber: 22.0234
[69] valid_0's poisson: -96.0407 valid_0's huber: 21.9232
[70] valid_0's poisson: -96.1482 valid_0's huber: 21.8225
[71] valid_0's poisson: -96.2547 valid_0's huber: 21.7206
[72] valid_0's poisson: -96.3597 valid_0's huber: 21.6214
[73] valid_0's poisson: -96.4655 valid_0's huber: 21.5216
[74] valid_0's poisson: -96.5692 valid_0's huber: 21.4232
[75] valid_0's poisson: -96.6722 valid_0's huber: 21.3253
[76] valid_0's poisson: -96.776 valid_0's huber: 21.2269
[77] valid_0's poisson: -96.8788 valid_0's huber: 21.1292
[78] valid_0's poisson: -96.9798 valid_0's huber: 21.0326
[79] valid_0's poisson: -97.0816 valid_0's huber: 20.9356
[80] valid_0's poisson: -97.1849 valid_0's huber: 20.8365
[81] valid_0's poisson: -97.2855 valid_0's huber: 20.7405
[82] valid_0's poisson: -97.3821 valid_0's huber: 20.6422
[83] valid_0's poisson: -97.4795 valid_0's huber: 20.5469
[84] valid_0's poisson: -97.5788 valid_0's huber: 20.4517
[85] valid_0's poisson: -97.6769 valid_0's huber: 20.3577
[86] valid_0's poisson: -97.7734 valid_0's huber: 20.264
[87] valid_0's poisson: -97.8707 valid_0's huber: 20.1707
[88] valid_0's poisson: -97.9667 valid_0's huber: 20.0784
[89] valid_0's poisson: -98.0603 valid_0's huber: 19.9863
[90] valid_0's poisson: -98.1562 valid_0's huber: 19.8919
[91] valid_0's poisson: -98.2508 valid_0's huber: 19.8008
[92] valid_0's poisson: -98.3441 valid_0's huber: 19.7085
[93] valid_0's poisson: -98.4368 valid_0's huber: 19.6186
[94] valid_0's poisson: -98.5319 valid_0's huber: 19.5265
[95] valid_0's poisson: -98.6216 valid_0's huber: 19.4364
[96] valid_0's poisson: -98.7128 valid_0's huber: 19.348
[97] valid_0's poisson: -98.8058 valid_0's huber: 19.2576
[98] valid_0's poisson: -98.8951 valid_0's huber: 19.1705
[99] valid_0's poisson: -98.9867 valid_0's huber: 19.081
[100] valid_0's poisson: -99.0749 valid_0's huber: 18.9951
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3282 valid_0's huber: 29.6816
[2] valid_0's poisson: -87.4816 valid_0's huber: 29.5538
[3] valid_0's poisson: -87.634 valid_0's huber: 29.4266
[4] valid_0's poisson: -87.7855 valid_0's huber: 29.2998
[5] valid_0's poisson: -87.9361 valid_0's huber: 29.1734
[6] valid_0's poisson: -88.0858 valid_0's huber: 29.0476
[7] valid_0's poisson: -88.2346 valid_0's huber: 28.9222
[8] valid_0's poisson: -88.3796 valid_0's huber: 28.7922
[9] valid_0's poisson: -88.5235 valid_0's huber: 28.6628
[10] valid_0's poisson: -88.6662 valid_0's huber: 28.534
[11] valid_0's poisson: -88.8097 valid_0's huber: 28.4057
[12] valid_0's poisson: -88.9506 valid_0's huber: 28.2778
[13] valid_0's poisson: -89.0923 valid_0's huber: 28.1505
[14] valid_0's poisson: -89.2328 valid_0's huber: 28.0238
[15] valid_0's poisson: -89.3718 valid_0's huber: 27.8973
[16] valid_0's poisson: -89.5109 valid_0's huber: 27.7711
[17] valid_0's poisson: -89.6492 valid_0's huber: 27.6454
[18] valid_0's poisson: -89.7856 valid_0's huber: 27.5202
[19] valid_0's poisson: -89.9221 valid_0's huber: 27.3953
[20] valid_0's poisson: -90.0579 valid_0's huber: 27.2709
[21] valid_0's poisson: -90.1916 valid_0's huber: 27.1472
[22] valid_0's poisson: -90.3256 valid_0's huber: 27.0242
[23] valid_0's poisson: -90.4587 valid_0's huber: 26.9018
[24] valid_0's poisson: -90.5899 valid_0's huber: 26.7801
[25] valid_0's poisson: -90.7214 valid_0's huber: 26.6587
[26] valid_0's poisson: -90.851 valid_0's huber: 26.538
[27] valid_0's poisson: -90.9886 valid_0's huber: 26.4203
[28] valid_0's poisson: -91.125 valid_0's huber: 26.3035
[29] valid_0's poisson: -91.2522 valid_0's huber: 26.1843
[30] valid_0's poisson: -91.3876 valid_0's huber: 26.0682
[31] valid_0's poisson: -91.5144 valid_0's huber: 25.9497
[32] valid_0's poisson: -91.6481 valid_0's huber: 25.8343
[33] valid_0's poisson: -91.7734 valid_0's huber: 25.717
[34] valid_0's poisson: -91.9059 valid_0's huber: 25.6024
[35] valid_0's poisson: -92.0297 valid_0's huber: 25.486
[36] valid_0's poisson: -92.1612 valid_0's huber: 25.3719
[37] valid_0's poisson: -92.2828 valid_0's huber: 25.2572
[38] valid_0's poisson: -92.4126 valid_0's huber: 25.144
[39] valid_0's poisson: -92.5388 valid_0's huber: 25.0324
[40] valid_0's poisson: -92.667 valid_0's huber: 24.9206
[41] valid_0's poisson: -92.7938 valid_0's huber: 24.8098
[42] valid_0's poisson: -92.919 valid_0's huber: 24.6979
[43] valid_0's poisson: -93.0453 valid_0's huber: 24.587
[44] valid_0's poisson: -93.1706 valid_0's huber: 24.4767
[45] valid_0's poisson: -93.2945 valid_0's huber: 24.3673
[46] valid_0's poisson: -93.4188 valid_0's huber: 24.2575
[47] valid_0's poisson: -93.5399 valid_0's huber: 24.1482
[48] valid_0's poisson: -93.6632 valid_0's huber: 24.0385
[49] valid_0's poisson: -93.7852 valid_0's huber: 23.93
[50] valid_0's poisson: -93.9055 valid_0's huber: 23.8229
[51] valid_0's poisson: -94.0247 valid_0's huber: 23.7146
[52] valid_0's poisson: -94.1442 valid_0's huber: 23.6079
[53] valid_0's poisson: -94.261 valid_0's huber: 23.5014
[54] valid_0's poisson: -94.3783 valid_0's huber: 23.3962
[55] valid_0's poisson: -94.4959 valid_0's huber: 23.2909
[56] valid_0's poisson: -94.6121 valid_0's huber: 23.1846
[57] valid_0's poisson: -94.7279 valid_0's huber: 23.0801
[58] valid_0's poisson: -94.8429 valid_0's huber: 22.9747
[59] valid_0's poisson: -94.957 valid_0's huber: 22.87
[60] valid_0's poisson: -95.0707 valid_0's huber: 22.7655
[61] valid_0's poisson: -95.1847 valid_0's huber: 22.6598
[62] valid_0's poisson: -95.2958 valid_0's huber: 22.557
[63] valid_0's poisson: -95.4056 valid_0's huber: 22.4546
[64] valid_0's poisson: -95.5153 valid_0's huber: 22.3525
[65] valid_0's poisson: -95.6239 valid_0's huber: 22.251
[66] valid_0's poisson: -95.7349 valid_0's huber: 22.1468
[67] valid_0's poisson: -95.8423 valid_0's huber: 22.046
[68] valid_0's poisson: -95.949 valid_0's huber: 21.9455
[69] valid_0's poisson: -96.0582 valid_0's huber: 21.8425
[70] valid_0's poisson: -96.1638 valid_0's huber: 21.7428
[71] valid_0's poisson: -96.2716 valid_0's huber: 21.6407
[72] valid_0's poisson: -96.3761 valid_0's huber: 21.5409
[73] valid_0's poisson: -96.4798 valid_0's huber: 21.4423
[74] valid_0's poisson: -96.5829 valid_0's huber: 21.3435
[75] valid_0's poisson: -96.6862 valid_0's huber: 21.2455
[76] valid_0's poisson: -96.7885 valid_0's huber: 21.1474
[77] valid_0's poisson: -96.8905 valid_0's huber: 21.0506
[78] valid_0's poisson: -96.9917 valid_0's huber: 20.9536
[79] valid_0's poisson: -97.0919 valid_0's huber: 20.8576
[80] valid_0's poisson: -97.1913 valid_0's huber: 20.7602
[81] valid_0's poisson: -97.29 valid_0's huber: 20.6645
[82] valid_0's poisson: -97.388 valid_0's huber: 20.5694
[83] valid_0's poisson: -97.4854 valid_0's huber: 20.475
[84] valid_0's poisson: -97.5847 valid_0's huber: 20.3806
[85] valid_0's poisson: -97.6814 valid_0's huber: 20.2881
[86] valid_0's poisson: -97.7824 valid_0's huber: 20.1902
[87] valid_0's poisson: -97.8765 valid_0's huber: 20.0971
[88] valid_0's poisson: -97.9718 valid_0's huber: 20.005
[89] valid_0's poisson: -98.072 valid_0's huber: 19.9064
[90] valid_0's poisson: -98.166 valid_0's huber: 19.815
[91] valid_0's poisson: -98.2594 valid_0's huber: 19.7244
[92] valid_0's poisson: -98.352 valid_0's huber: 19.6339
[93] valid_0's poisson: -98.4431 valid_0's huber: 19.5443
[94] valid_0's poisson: -98.5363 valid_0's huber: 19.4543
[95] valid_0's poisson: -98.6267 valid_0's huber: 19.3636
[96] valid_0's poisson: -98.7226 valid_0's huber: 19.2683
[97] valid_0's poisson: -98.8138 valid_0's huber: 19.1789
[98] valid_0's poisson: -98.903 valid_0's huber: 19.091
[99] valid_0's poisson: -98.9925 valid_0's huber: 19.002
[100] valid_0's poisson: -99.0799 valid_0's huber: 18.9132
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3192 valid_0's huber: 29.711
[2] valid_0's poisson: -87.468 valid_0's huber: 29.5796
[3] valid_0's poisson: -87.6158 valid_0's huber: 29.4487
[4] valid_0's poisson: -87.7627 valid_0's huber: 29.3183
[5] valid_0's poisson: -87.9087 valid_0's huber: 29.1884
[6] valid_0's poisson: -88.0537 valid_0's huber: 29.059
[7] valid_0's poisson: -88.1979 valid_0's huber: 28.9301
[8] valid_0's poisson: -88.3428 valid_0's huber: 28.8017
[9] valid_0's poisson: -88.4853 valid_0's huber: 28.6736
[10] valid_0's poisson: -88.6283 valid_0's huber: 28.5461
[11] valid_0's poisson: -88.7691 valid_0's huber: 28.4191
[12] valid_0's poisson: -88.9103 valid_0's huber: 28.2926
[13] valid_0's poisson: -89.0507 valid_0's huber: 28.1667
[14] valid_0's poisson: -89.1889 valid_0's huber: 28.041
[15] valid_0's poisson: -89.3276 valid_0's huber: 27.9159
[16] valid_0's poisson: -89.4642 valid_0's huber: 27.7911
[17] valid_0's poisson: -89.6013 valid_0's huber: 27.6668
[18] valid_0's poisson: -89.7451 valid_0's huber: 27.5454
[19] valid_0's poisson: -89.8787 valid_0's huber: 27.4226
[20] valid_0's poisson: -90.021 valid_0's huber: 27.302
[21] valid_0's poisson: -90.1625 valid_0's huber: 27.1818
[22] valid_0's poisson: -90.3032 valid_0's huber: 27.0627
[23] valid_0's poisson: -90.4429 valid_0's huber: 26.944
[24] valid_0's poisson: -90.5811 valid_0's huber: 26.8256
[25] valid_0's poisson: -90.7196 valid_0's huber: 26.7076
[26] valid_0's poisson: -90.8574 valid_0's huber: 26.5901
[27] valid_0's poisson: -90.9941 valid_0's huber: 26.4731
[28] valid_0's poisson: -91.1302 valid_0's huber: 26.3565
[29] valid_0's poisson: -91.2654 valid_0's huber: 26.2407
[30] valid_0's poisson: -91.3991 valid_0's huber: 26.125
[31] valid_0's poisson: -91.5328 valid_0's huber: 26.0102
[32] valid_0's poisson: -91.6656 valid_0's huber: 25.8959
[33] valid_0's poisson: -91.7978 valid_0's huber: 25.7821
[34] valid_0's poisson: -91.9291 valid_0's huber: 25.6687
[35] valid_0's poisson: -92.0585 valid_0's huber: 25.5556
[36] valid_0's poisson: -92.1886 valid_0's huber: 25.4432
[37] valid_0's poisson: -92.3184 valid_0's huber: 25.3303
[38] valid_0's poisson: -92.4465 valid_0's huber: 25.2188
[39] valid_0's poisson: -92.5749 valid_0's huber: 25.1067
[40] valid_0's poisson: -92.701 valid_0's huber: 24.9956
[41] valid_0's poisson: -92.8269 valid_0's huber: 24.8854
[42] valid_0's poisson: -92.953 valid_0's huber: 24.7751
[43] valid_0's poisson: -93.0768 valid_0's huber: 24.6653
[44] valid_0's poisson: -93.2012 valid_0's huber: 24.5526
[45] valid_0's poisson: -93.3248 valid_0's huber: 24.4405
[46] valid_0's poisson: -93.448 valid_0's huber: 24.3314
[47] valid_0's poisson: -93.5695 valid_0's huber: 24.2204
[48] valid_0's poisson: -93.6914 valid_0's huber: 24.1122
[49] valid_0's poisson: -93.8121 valid_0's huber: 24.0021
[50] valid_0's poisson: -93.9334 valid_0's huber: 23.8942
[51] valid_0's poisson: -94.0513 valid_0's huber: 23.7854
[52] valid_0's poisson: -94.1713 valid_0's huber: 23.6783
[53] valid_0's poisson: -94.2878 valid_0's huber: 23.5707
[54] valid_0's poisson: -94.4065 valid_0's huber: 23.4645
[55] valid_0's poisson: -94.5217 valid_0's huber: 23.3576
[56] valid_0's poisson: -94.6381 valid_0's huber: 23.2531
[57] valid_0's poisson: -94.7522 valid_0's huber: 23.1471
[58] valid_0's poisson: -94.8686 valid_0's huber: 23.0424
[59] valid_0's poisson: -94.9828 valid_0's huber: 22.9369
[60] valid_0's poisson: -95.0979 valid_0's huber: 22.833
[61] valid_0's poisson: -95.2096 valid_0's huber: 22.7285
[62] valid_0's poisson: -95.3235 valid_0's huber: 22.6239
[63] valid_0's poisson: -95.4367 valid_0's huber: 22.5212
[64] valid_0's poisson: -95.5465 valid_0's huber: 22.4179
[65] valid_0's poisson: -95.6569 valid_0's huber: 22.3147
[66] valid_0's poisson: -95.7669 valid_0's huber: 22.2116
[67] valid_0's poisson: -95.8774 valid_0's huber: 22.1089
[68] valid_0's poisson: -95.9852 valid_0's huber: 22.007
[69] valid_0's poisson: -96.0961 valid_0's huber: 21.9043
[70] valid_0's poisson: -96.2027 valid_0's huber: 21.8034
[71] valid_0's poisson: -96.3085 valid_0's huber: 21.7029
[72] valid_0's poisson: -96.4133 valid_0's huber: 21.6025
[73] valid_0's poisson: -96.518 valid_0's huber: 21.5027
[74] valid_0's poisson: -96.6222 valid_0's huber: 21.4033
[75] valid_0's poisson: -96.7264 valid_0's huber: 21.3042
[76] valid_0's poisson: -96.8309 valid_0's huber: 21.205
[77] valid_0's poisson: -96.932 valid_0's huber: 21.1067
[78] valid_0's poisson: -97.0341 valid_0's huber: 21.009
[79] valid_0's poisson: -97.1352 valid_0's huber: 20.911
[80] valid_0's poisson: -97.2365 valid_0's huber: 20.8141
[81] valid_0's poisson: -97.3373 valid_0's huber: 20.7175
[82] valid_0's poisson: -97.4377 valid_0's huber: 20.6217
[83] valid_0's poisson: -97.5369 valid_0's huber: 20.5264
[84] valid_0's poisson: -97.6376 valid_0's huber: 20.4294
[85] valid_0's poisson: -97.7347 valid_0's huber: 20.3349
[86] valid_0's poisson: -97.8301 valid_0's huber: 20.2409
[87] valid_0's poisson: -97.9301 valid_0's huber: 20.1426
[88] valid_0's poisson: -98.0275 valid_0's huber: 20.049
[89] valid_0's poisson: -98.1217 valid_0's huber: 19.9569
[90] valid_0's poisson: -98.22 valid_0's huber: 19.86
[91] valid_0's poisson: -98.3152 valid_0's huber: 19.7681
[92] valid_0's poisson: -98.4094 valid_0's huber: 19.6774
[93] valid_0's poisson: -98.5058 valid_0's huber: 19.5817
[94] valid_0's poisson: -98.5989 valid_0's huber: 19.4916
[95] valid_0's poisson: -98.6941 valid_0's huber: 19.3969
[96] valid_0's poisson: -98.7837 valid_0's huber: 19.3087
[97] valid_0's poisson: -98.8765 valid_0's huber: 19.218
[98] valid_0's poisson: -98.9662 valid_0's huber: 19.1303
[99] valid_0's poisson: -99.0587 valid_0's huber: 19.0377
[100] valid_0's poisson: -99.1478 valid_0's huber: 18.952
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3259 valid_0's huber: 29.6621
[2] valid_0's poisson: -87.4749 valid_0's huber: 29.5311
[3] valid_0's poisson: -87.623 valid_0's huber: 29.4006
[4] valid_0's poisson: -87.7701 valid_0's huber: 29.2706
[5] valid_0's poisson: -87.9162 valid_0's huber: 29.1412
[6] valid_0's poisson: -88.0613 valid_0's huber: 29.0122
[7] valid_0's poisson: -88.2055 valid_0's huber: 28.8838
[8] valid_0's poisson: -88.3476 valid_0's huber: 28.7571
[9] valid_0's poisson: -88.4908 valid_0's huber: 28.6303
[10] valid_0's poisson: -88.6331 valid_0's huber: 28.5041
[11] valid_0's poisson: -88.7736 valid_0's huber: 28.3777
[12] valid_0's poisson: -88.914 valid_0's huber: 28.2523
[13] valid_0's poisson: -89.0535 valid_0's huber: 28.1276
[14] valid_0's poisson: -89.1905 valid_0's huber: 28.0034
[15] valid_0's poisson: -89.3291 valid_0's huber: 27.8787
[16] valid_0's poisson: -89.4666 valid_0's huber: 27.7548
[17] valid_0's poisson: -89.6035 valid_0's huber: 27.631
[18] valid_0's poisson: -89.7379 valid_0's huber: 27.5078
[19] valid_0's poisson: -89.8731 valid_0's huber: 27.3849
[20] valid_0's poisson: -90.0154 valid_0's huber: 27.2651
[21] valid_0's poisson: -90.1474 valid_0's huber: 27.1431
[22] valid_0's poisson: -90.2883 valid_0's huber: 27.0245
[23] valid_0's poisson: -90.4287 valid_0's huber: 26.9058
[24] valid_0's poisson: -90.5678 valid_0's huber: 26.7871
[25] valid_0's poisson: -90.7067 valid_0's huber: 26.6694
[26] valid_0's poisson: -90.8449 valid_0's huber: 26.5521
[27] valid_0's poisson: -90.9823 valid_0's huber: 26.4353
[28] valid_0's poisson: -91.1187 valid_0's huber: 26.3191
[29] valid_0's poisson: -91.2542 valid_0's huber: 26.2035
[30] valid_0's poisson: -91.3883 valid_0's huber: 26.0881
[31] valid_0's poisson: -91.5224 valid_0's huber: 25.9736
[32] valid_0's poisson: -91.6484 valid_0's huber: 25.8562
[33] valid_0's poisson: -91.7811 valid_0's huber: 25.7424
[34] valid_0's poisson: -91.9056 valid_0's huber: 25.6261
[35] valid_0's poisson: -92.0371 valid_0's huber: 25.5127
[36] valid_0's poisson: -92.1604 valid_0's huber: 25.3968
[37] valid_0's poisson: -92.2904 valid_0's huber: 25.2844
[38] valid_0's poisson: -92.4199 valid_0's huber: 25.1723
[39] valid_0's poisson: -92.5417 valid_0's huber: 25.0571
[40] valid_0's poisson: -92.6709 valid_0's huber: 24.945
[41] valid_0's poisson: -92.7981 valid_0's huber: 24.8342
[42] valid_0's poisson: -92.9234 valid_0's huber: 24.7229
[43] valid_0's poisson: -93.0506 valid_0's huber: 24.6117
[44] valid_0's poisson: -93.1751 valid_0's huber: 24.5023
[45] valid_0's poisson: -93.2984 valid_0's huber: 24.3923
[46] valid_0's poisson: -93.4212 valid_0's huber: 24.2844
[47] valid_0's poisson: -93.5451 valid_0's huber: 24.1756
[48] valid_0's poisson: -93.6673 valid_0's huber: 24.0666
[49] valid_0's poisson: -93.7901 valid_0's huber: 23.958
[50] valid_0's poisson: -93.9101 valid_0's huber: 23.8487
[51] valid_0's poisson: -94.0303 valid_0's huber: 23.7408
[52] valid_0's poisson: -94.1488 valid_0's huber: 23.6326
[53] valid_0's poisson: -94.2666 valid_0's huber: 23.5249
[54] valid_0's poisson: -94.3838 valid_0's huber: 23.4174
[55] valid_0's poisson: -94.5028 valid_0's huber: 23.311
[56] valid_0's poisson: -94.6187 valid_0's huber: 23.2047
[57] valid_0's poisson: -94.7339 valid_0's huber: 23.0986
[58] valid_0's poisson: -94.8509 valid_0's huber: 22.9936
[59] valid_0's poisson: -94.9638 valid_0's huber: 22.8885
[60] valid_0's poisson: -95.079 valid_0's huber: 22.7839
[61] valid_0's poisson: -95.1941 valid_0's huber: 22.6801
[62] valid_0's poisson: -95.3052 valid_0's huber: 22.576
[63] valid_0's poisson: -95.4157 valid_0's huber: 22.4722
[64] valid_0's poisson: -95.529 valid_0's huber: 22.3693
[65] valid_0's poisson: -95.6394 valid_0's huber: 22.2666
[66] valid_0's poisson: -95.7504 valid_0's huber: 22.1639
[67] valid_0's poisson: -95.8594 valid_0's huber: 22.062
[68] valid_0's poisson: -95.9706 valid_0's huber: 21.9608
[69] valid_0's poisson: -96.0774 valid_0's huber: 21.8593
[70] valid_0's poisson: -96.1861 valid_0's huber: 21.7581
[71] valid_0's poisson: -96.2927 valid_0's huber: 21.6571
[72] valid_0's poisson: -96.3976 valid_0's huber: 21.5577
[73] valid_0's poisson: -96.5021 valid_0's huber: 21.4584
[74] valid_0's poisson: -96.607 valid_0's huber: 21.3593
[75] valid_0's poisson: -96.7101 valid_0's huber: 21.261
[76] valid_0's poisson: -96.8136 valid_0's huber: 21.1612
[77] valid_0's poisson: -96.9163 valid_0's huber: 21.0633
[78] valid_0's poisson: -97.0186 valid_0's huber: 20.9661
[79] valid_0's poisson: -97.1194 valid_0's huber: 20.8694
[80] valid_0's poisson: -97.2197 valid_0's huber: 20.7735
[81] valid_0's poisson: -97.3205 valid_0's huber: 20.6778
[82] valid_0's poisson: -97.4197 valid_0's huber: 20.5828
[83] valid_0's poisson: -97.5222 valid_0's huber: 20.4834
[84] valid_0's poisson: -97.6202 valid_0's huber: 20.3892
[85] valid_0's poisson: -97.7185 valid_0's huber: 20.2956
[86] valid_0's poisson: -97.8157 valid_0's huber: 20.2033
[87] valid_0's poisson: -97.9115 valid_0's huber: 20.1099
[88] valid_0's poisson: -98.0106 valid_0's huber: 20.0129
[89] valid_0's poisson: -98.1064 valid_0's huber: 19.9222
[90] valid_0's poisson: -98.2001 valid_0's huber: 19.8303
[91] valid_0's poisson: -98.2925 valid_0's huber: 19.7402
[92] valid_0's poisson: -98.3899 valid_0's huber: 19.6437
[93] valid_0's poisson: -98.4856 valid_0's huber: 19.5491
[94] valid_0's poisson: -98.5768 valid_0's huber: 19.4594
[95] valid_0's poisson: -98.6712 valid_0's huber: 19.366
[96] valid_0's poisson: -98.7608 valid_0's huber: 19.2779
[97] valid_0's poisson: -98.8538 valid_0's huber: 19.1856
[98] valid_0's poisson: -98.9461 valid_0's huber: 19.0939
[99] valid_0's poisson: -99.0364 valid_0's huber: 19.0063
[100] valid_0's poisson: -99.1256 valid_0's huber: 18.9205
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3126 valid_0's huber: 29.7559
[2] valid_0's poisson: -87.4621 valid_0's huber: 29.6252
[3] valid_0's poisson: -87.6087 valid_0's huber: 29.4955
[4] valid_0's poisson: -87.7544 valid_0's huber: 29.3663
[5] valid_0's poisson: -87.9013 valid_0's huber: 29.2369
[6] valid_0's poisson: -88.0458 valid_0's huber: 29.1097
[7] valid_0's poisson: -88.1889 valid_0's huber: 28.9818
[8] valid_0's poisson: -88.3332 valid_0's huber: 28.8538
[9] valid_0's poisson: -88.4765 valid_0's huber: 28.7263
[10] valid_0's poisson: -88.6171 valid_0's huber: 28.5997
[11] valid_0's poisson: -88.7588 valid_0's huber: 28.4728
[12] valid_0's poisson: -88.8978 valid_0's huber: 28.3469
[13] valid_0's poisson: -89.0384 valid_0's huber: 28.2205
[14] valid_0's poisson: -89.1777 valid_0's huber: 28.0949
[15] valid_0's poisson: -89.3138 valid_0's huber: 27.9705
[16] valid_0's poisson: -89.4515 valid_0's huber: 27.8457
[17] valid_0's poisson: -89.5888 valid_0's huber: 27.7211
[18] valid_0's poisson: -89.7227 valid_0's huber: 27.5977
[19] valid_0's poisson: -89.8582 valid_0's huber: 27.474
[20] valid_0's poisson: -90.0003 valid_0's huber: 27.3541
[21] valid_0's poisson: -90.133 valid_0's huber: 27.2313
[22] valid_0's poisson: -90.2739 valid_0's huber: 27.112
[23] valid_0's poisson: -90.4139 valid_0's huber: 26.9933
[24] valid_0's poisson: -90.5442 valid_0's huber: 26.872
[25] valid_0's poisson: -90.6828 valid_0's huber: 26.7542
[26] valid_0's poisson: -90.8191 valid_0's huber: 26.6367
[27] valid_0's poisson: -90.9558 valid_0's huber: 26.5201
[28] valid_0's poisson: -91.0914 valid_0's huber: 26.404
[29] valid_0's poisson: -91.2264 valid_0's huber: 26.2881
[30] valid_0's poisson: -91.361 valid_0's huber: 26.1727
[31] valid_0's poisson: -91.4939 valid_0's huber: 26.058
[32] valid_0's poisson: -91.6259 valid_0's huber: 25.9436
[33] valid_0's poisson: -91.7573 valid_0's huber: 25.8298
[34] valid_0's poisson: -91.8878 valid_0's huber: 25.7164
[35] valid_0's poisson: -92.0171 valid_0's huber: 25.6032
[36] valid_0's poisson: -92.1477 valid_0's huber: 25.4903
[37] valid_0's poisson: -92.2757 valid_0's huber: 25.3779
[38] valid_0's poisson: -92.4036 valid_0's huber: 25.2662
[39] valid_0's poisson: -92.5323 valid_0's huber: 25.1543
[40] valid_0's poisson: -92.6589 valid_0's huber: 25.0433
[41] valid_0's poisson: -92.7847 valid_0's huber: 24.9328
[42] valid_0's poisson: -92.9087 valid_0's huber: 24.8215
[43] valid_0's poisson: -93.0333 valid_0's huber: 24.7116
[44] valid_0's poisson: -93.1597 valid_0's huber: 24.6
[45] valid_0's poisson: -93.2762 valid_0's huber: 24.4887
[46] valid_0's poisson: -93.4007 valid_0's huber: 24.3785
[47] valid_0's poisson: -93.5167 valid_0's huber: 24.2671
[48] valid_0's poisson: -93.6375 valid_0's huber: 24.1577
[49] valid_0's poisson: -93.7601 valid_0's huber: 24.0485
[50] valid_0's poisson: -93.8799 valid_0's huber: 23.9414
[51] valid_0's poisson: -93.9934 valid_0's huber: 23.8317
[52] valid_0's poisson: -94.1057 valid_0's huber: 23.7229
[53] valid_0's poisson: -94.2254 valid_0's huber: 23.616
[54] valid_0's poisson: -94.3426 valid_0's huber: 23.5091
[55] valid_0's poisson: -94.4609 valid_0's huber: 23.4021
[56] valid_0's poisson: -94.5777 valid_0's huber: 23.2973
[57] valid_0's poisson: -94.695 valid_0's huber: 23.1921
[58] valid_0's poisson: -94.8108 valid_0's huber: 23.0866
[59] valid_0's poisson: -94.9267 valid_0's huber: 22.9808
[60] valid_0's poisson: -95.0419 valid_0's huber: 22.8757
[61] valid_0's poisson: -95.156 valid_0's huber: 22.7727
[62] valid_0's poisson: -95.2693 valid_0's huber: 22.6686
[63] valid_0's poisson: -95.3818 valid_0's huber: 22.5651
[64] valid_0's poisson: -95.4944 valid_0's huber: 22.4615
[65] valid_0's poisson: -95.6056 valid_0's huber: 22.3586
[66] valid_0's poisson: -95.7161 valid_0's huber: 22.2548
[67] valid_0's poisson: -95.826 valid_0's huber: 22.1524
[68] valid_0's poisson: -95.9351 valid_0's huber: 22.0496
[69] valid_0's poisson: -96.0438 valid_0's huber: 21.9479
[70] valid_0's poisson: -96.1517 valid_0's huber: 21.8458
[71] valid_0's poisson: -96.2588 valid_0's huber: 21.7461
[72] valid_0's poisson: -96.3648 valid_0's huber: 21.6454
[73] valid_0's poisson: -96.4693 valid_0's huber: 21.5445
[74] valid_0's poisson: -96.5738 valid_0's huber: 21.4448
[75] valid_0's poisson: -96.6803 valid_0's huber: 21.3424
[76] valid_0's poisson: -96.786 valid_0's huber: 21.2406
[77] valid_0's poisson: -96.8885 valid_0's huber: 21.1428
[78] valid_0's poisson: -96.9911 valid_0's huber: 21.0453
[79] valid_0's poisson: -97.0921 valid_0's huber: 20.9487
[80] valid_0's poisson: -97.1934 valid_0's huber: 20.8523
[81] valid_0's poisson: -97.2933 valid_0's huber: 20.7565
[82] valid_0's poisson: -97.3934 valid_0's huber: 20.6615
[83] valid_0's poisson: -97.4925 valid_0's huber: 20.567
[84] valid_0's poisson: -97.591 valid_0's huber: 20.4735
[85] valid_0's poisson: -97.6882 valid_0's huber: 20.38
[86] valid_0's poisson: -97.7879 valid_0's huber: 20.2821
[87] valid_0's poisson: -97.8822 valid_0's huber: 20.1885
[88] valid_0's poisson: -97.9789 valid_0's huber: 20.0963
[89] valid_0's poisson: -98.0718 valid_0's huber: 20.0041
[90] valid_0's poisson: -98.1701 valid_0's huber: 19.9072
[91] valid_0's poisson: -98.2655 valid_0's huber: 19.8158
[92] valid_0's poisson: -98.3578 valid_0's huber: 19.7256
[93] valid_0's poisson: -98.4542 valid_0's huber: 19.63
[94] valid_0's poisson: -98.5475 valid_0's huber: 19.5402
[95] valid_0's poisson: -98.6426 valid_0's huber: 19.4456
[96] valid_0's poisson: -98.7321 valid_0's huber: 19.3561
[97] valid_0's poisson: -98.8234 valid_0's huber: 19.2679
[98] valid_0's poisson: -98.9121 valid_0's huber: 19.1804
[99] valid_0's poisson: -98.9998 valid_0's huber: 19.0924
[100] valid_0's poisson: -99.0932 valid_0's huber: 19.0004
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3225 valid_0's huber: 29.6808
[2] valid_0's poisson: -87.4706 valid_0's huber: 29.5503
[3] valid_0's poisson: -87.6184 valid_0's huber: 29.4211
[4] valid_0's poisson: -87.765 valid_0's huber: 29.2928
[5] valid_0's poisson: -87.91 valid_0's huber: 29.1641
[6] valid_0's poisson: -88.0551 valid_0's huber: 29.0364
[7] valid_0's poisson: -88.1983 valid_0's huber: 28.9086
[8] valid_0's poisson: -88.3413 valid_0's huber: 28.7826
[9] valid_0's poisson: -88.4833 valid_0's huber: 28.6571
[10] valid_0's poisson: -88.6237 valid_0's huber: 28.5312
[11] valid_0's poisson: -88.7633 valid_0's huber: 28.4058
[12] valid_0's poisson: -88.9025 valid_0's huber: 28.2818
[13] valid_0's poisson: -89.041 valid_0's huber: 28.1582
[14] valid_0's poisson: -89.1781 valid_0's huber: 28.0341
[15] valid_0's poisson: -89.3154 valid_0's huber: 27.9109
[16] valid_0's poisson: -89.4517 valid_0's huber: 27.7882
[17] valid_0's poisson: -89.5877 valid_0's huber: 27.6655
[18] valid_0's poisson: -89.722 valid_0's huber: 27.5431
[19] valid_0's poisson: -89.8637 valid_0's huber: 27.4241
[20] valid_0's poisson: -89.9966 valid_0's huber: 27.3024
[21] valid_0's poisson: -90.1372 valid_0's huber: 27.1838
[22] valid_0's poisson: -90.2771 valid_0's huber: 27.0655
[23] valid_0's poisson: -90.4158 valid_0's huber: 26.9479
[24] valid_0's poisson: -90.5533 valid_0's huber: 26.8303
[25] valid_0's poisson: -90.6908 valid_0's huber: 26.7133
[26] valid_0's poisson: -90.8276 valid_0's huber: 26.5967
[27] valid_0's poisson: -90.9627 valid_0's huber: 26.4804
[28] valid_0's poisson: -91.0978 valid_0's huber: 26.3647
[29] valid_0's poisson: -91.2317 valid_0's huber: 26.2499
[30] valid_0's poisson: -91.366 valid_0's huber: 26.1348
[31] valid_0's poisson: -91.4988 valid_0's huber: 26.0201
[32] valid_0's poisson: -91.6311 valid_0's huber: 25.9059
[33] valid_0's poisson: -91.7626 valid_0's huber: 25.7923
[34] valid_0's poisson: -91.8929 valid_0's huber: 25.6796
[35] valid_0's poisson: -92.0234 valid_0's huber: 25.5671
[36] valid_0's poisson: -92.1457 valid_0's huber: 25.4521
[37] valid_0's poisson: -92.2738 valid_0's huber: 25.341
[38] valid_0's poisson: -92.3954 valid_0's huber: 25.2268
[39] valid_0's poisson: -92.5234 valid_0's huber: 25.1155
[40] valid_0's poisson: -92.6439 valid_0's huber: 25.0014
[41] valid_0's poisson: -92.7693 valid_0's huber: 24.892
[42] valid_0's poisson: -92.8942 valid_0's huber: 24.781
[43] valid_0's poisson: -93.0185 valid_0's huber: 24.6721
[44] valid_0's poisson: -93.1416 valid_0's huber: 24.5626
[45] valid_0's poisson: -93.2643 valid_0's huber: 24.4546
[46] valid_0's poisson: -93.3875 valid_0's huber: 24.3461
[47] valid_0's poisson: -93.5097 valid_0's huber: 24.236
[48] valid_0's poisson: -93.6313 valid_0's huber: 24.1285
[49] valid_0's poisson: -93.7516 valid_0's huber: 24.02
[50] valid_0's poisson: -93.872 valid_0's huber: 23.9114
[51] valid_0's poisson: -93.9935 valid_0's huber: 23.8039
[52] valid_0's poisson: -94.1127 valid_0's huber: 23.6975
[53] valid_0's poisson: -94.2313 valid_0's huber: 23.59
[54] valid_0's poisson: -94.3493 valid_0's huber: 23.4844
[55] valid_0's poisson: -94.4656 valid_0's huber: 23.3789
[56] valid_0's poisson: -94.582 valid_0's huber: 23.2713
[57] valid_0's poisson: -94.6983 valid_0's huber: 23.1651
[58] valid_0's poisson: -94.8139 valid_0's huber: 23.0587
[59] valid_0's poisson: -94.9289 valid_0's huber: 22.9535
[60] valid_0's poisson: -95.0447 valid_0's huber: 22.8494
[61] valid_0's poisson: -95.1584 valid_0's huber: 22.7443
[62] valid_0's poisson: -95.2729 valid_0's huber: 22.641
[63] valid_0's poisson: -95.3831 valid_0's huber: 22.5374
[64] valid_0's poisson: -95.4926 valid_0's huber: 22.4344
[65] valid_0's poisson: -95.6047 valid_0's huber: 22.3324
[66] valid_0's poisson: -95.7152 valid_0's huber: 22.2291
[67] valid_0's poisson: -95.8254 valid_0's huber: 22.1266
[68] valid_0's poisson: -95.9337 valid_0's huber: 22.0239
[69] valid_0's poisson: -96.0403 valid_0's huber: 21.9237
[70] valid_0's poisson: -96.1477 valid_0's huber: 21.8229
[71] valid_0's poisson: -96.2542 valid_0's huber: 21.721
[72] valid_0's poisson: -96.3592 valid_0's huber: 21.6218
[73] valid_0's poisson: -96.4649 valid_0's huber: 21.5221
[74] valid_0's poisson: -96.5686 valid_0's huber: 21.4236
[75] valid_0's poisson: -96.6716 valid_0's huber: 21.3257
[76] valid_0's poisson: -96.7739 valid_0's huber: 21.2282
[77] valid_0's poisson: -96.8758 valid_0's huber: 21.1306
[78] valid_0's poisson: -96.9801 valid_0's huber: 21.0308
[79] valid_0's poisson: -97.0823 valid_0's huber: 20.9333
[80] valid_0's poisson: -97.1833 valid_0's huber: 20.8369
[81] valid_0's poisson: -97.2839 valid_0's huber: 20.7408
[82] valid_0's poisson: -97.3838 valid_0's huber: 20.6453
[83] valid_0's poisson: -97.4811 valid_0's huber: 20.55
[84] valid_0's poisson: -97.5796 valid_0's huber: 20.4556
[85] valid_0's poisson: -97.6798 valid_0's huber: 20.359
[86] valid_0's poisson: -97.7778 valid_0's huber: 20.265
[87] valid_0's poisson: -97.875 valid_0's huber: 20.1716
[88] valid_0's poisson: -97.971 valid_0's huber: 20.0793
[89] valid_0's poisson: -98.062 valid_0's huber: 19.985
[90] valid_0's poisson: -98.1558 valid_0's huber: 19.8935
[91] valid_0's poisson: -98.2503 valid_0's huber: 19.8024
[92] valid_0's poisson: -98.3453 valid_0's huber: 19.7094
[93] valid_0's poisson: -98.438 valid_0's huber: 19.6195
[94] valid_0's poisson: -98.5299 valid_0's huber: 19.5283
[95] valid_0's poisson: -98.6223 valid_0's huber: 19.4397
[96] valid_0's poisson: -98.7159 valid_0's huber: 19.3488
[97] valid_0's poisson: -98.8059 valid_0's huber: 19.2612
[98] valid_0's poisson: -98.898 valid_0's huber: 19.1713
[99] valid_0's poisson: -98.9864 valid_0's huber: 19.085
[100] valid_0's poisson: -99.0738 valid_0's huber: 18.9978
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3282 valid_0's huber: 29.6816
[2] valid_0's poisson: -87.4816 valid_0's huber: 29.5539
[3] valid_0's poisson: -87.634 valid_0's huber: 29.4266
[4] valid_0's poisson: -87.7855 valid_0's huber: 29.2998
[5] valid_0's poisson: -87.9361 valid_0's huber: 29.1734
[6] valid_0's poisson: -88.0858 valid_0's huber: 29.0476
[7] valid_0's poisson: -88.2346 valid_0's huber: 28.9222
[8] valid_0's poisson: -88.3795 valid_0's huber: 28.7923
[9] valid_0's poisson: -88.5234 valid_0's huber: 28.6628
[10] valid_0's poisson: -88.6662 valid_0's huber: 28.534
[11] valid_0's poisson: -88.8096 valid_0's huber: 28.4058
[12] valid_0's poisson: -88.9505 valid_0's huber: 28.2779
[13] valid_0's poisson: -89.0922 valid_0's huber: 28.1506
[14] valid_0's poisson: -89.2327 valid_0's huber: 28.0238
[15] valid_0's poisson: -89.3717 valid_0's huber: 27.8973
[16] valid_0's poisson: -89.5107 valid_0's huber: 27.7712
[17] valid_0's poisson: -89.6491 valid_0's huber: 27.6455
[18] valid_0's poisson: -89.7855 valid_0's huber: 27.5203
[19] valid_0's poisson: -89.922 valid_0's huber: 27.3954
[20] valid_0's poisson: -90.0578 valid_0's huber: 27.271
[21] valid_0's poisson: -90.1915 valid_0's huber: 27.1473
[22] valid_0's poisson: -90.3255 valid_0's huber: 27.0243
[23] valid_0's poisson: -90.4586 valid_0's huber: 26.9019
[24] valid_0's poisson: -90.5897 valid_0's huber: 26.7802
[25] valid_0's poisson: -90.7212 valid_0's huber: 26.6588
[26] valid_0's poisson: -90.8508 valid_0's huber: 26.5381
[27] valid_0's poisson: -90.9884 valid_0's huber: 26.4205
[28] valid_0's poisson: -91.1248 valid_0's huber: 26.3035
[29] valid_0's poisson: -91.2521 valid_0's huber: 26.1844
[30] valid_0's poisson: -91.3874 valid_0's huber: 26.0682
[31] valid_0's poisson: -91.5142 valid_0's huber: 25.9498
[32] valid_0's poisson: -91.6479 valid_0's huber: 25.8345
[33] valid_0's poisson: -91.7732 valid_0's huber: 25.7171
[34] valid_0's poisson: -91.9057 valid_0's huber: 25.6025
[35] valid_0's poisson: -92.0295 valid_0's huber: 25.4862
[36] valid_0's poisson: -92.161 valid_0's huber: 25.3721
[37] valid_0's poisson: -92.2826 valid_0's huber: 25.2573
[38] valid_0's poisson: -92.4124 valid_0's huber: 25.1442
[39] valid_0's poisson: -92.5385 valid_0's huber: 25.0326
[40] valid_0's poisson: -92.6668 valid_0's huber: 24.9207
[41] valid_0's poisson: -92.7936 valid_0's huber: 24.81
[42] valid_0's poisson: -92.9188 valid_0's huber: 24.6981
[43] valid_0's poisson: -93.0451 valid_0's huber: 24.5872
[44] valid_0's poisson: -93.1704 valid_0's huber: 24.4769
[45] valid_0's poisson: -93.2943 valid_0's huber: 24.3675
[46] valid_0's poisson: -93.4186 valid_0's huber: 24.2577
[47] valid_0's poisson: -93.5397 valid_0's huber: 24.1484
[48] valid_0's poisson: -93.6629 valid_0's huber: 24.0388
[49] valid_0's poisson: -93.7849 valid_0's huber: 23.9303
[50] valid_0's poisson: -93.9053 valid_0's huber: 23.823
[51] valid_0's poisson: -94.0245 valid_0's huber: 23.7147
[52] valid_0's poisson: -94.144 valid_0's huber: 23.6079
[53] valid_0's poisson: -94.2607 valid_0's huber: 23.5015
[54] valid_0's poisson: -94.378 valid_0's huber: 23.3963
[55] valid_0's poisson: -94.4957 valid_0's huber: 23.291
[56] valid_0's poisson: -94.6118 valid_0's huber: 23.1849
[57] valid_0's poisson: -94.7276 valid_0's huber: 23.0804
[58] valid_0's poisson: -94.8426 valid_0's huber: 22.9749
[59] valid_0's poisson: -94.9568 valid_0's huber: 22.8703
[60] valid_0's poisson: -95.0704 valid_0's huber: 22.7658
[61] valid_0's poisson: -95.1844 valid_0's huber: 22.66
[62] valid_0's poisson: -95.2955 valid_0's huber: 22.5572
[63] valid_0's poisson: -95.4053 valid_0's huber: 22.4549
[64] valid_0's poisson: -95.5174 valid_0's huber: 22.3501
[65] valid_0's poisson: -95.6261 valid_0's huber: 22.2485
[66] valid_0's poisson: -95.734 valid_0's huber: 22.1473
[67] valid_0's poisson: -95.842 valid_0's huber: 22.0464
[68] valid_0's poisson: -95.9518 valid_0's huber: 21.943
[69] valid_0's poisson: -96.058 valid_0's huber: 21.8429
[70] valid_0's poisson: -96.1636 valid_0's huber: 21.7424
[71] valid_0's poisson: -96.2713 valid_0's huber: 21.6404
[72] valid_0's poisson: -96.3758 valid_0's huber: 21.5413
[73] valid_0's poisson: -96.4795 valid_0's huber: 21.4428
[74] valid_0's poisson: -96.5826 valid_0's huber: 21.3439
[75] valid_0's poisson: -96.6859 valid_0's huber: 21.2461
[76] valid_0's poisson: -96.7882 valid_0's huber: 21.1478
[77] valid_0's poisson: -96.8902 valid_0's huber: 21.051
[78] valid_0's poisson: -96.991 valid_0's huber: 20.9536
[79] valid_0's poisson: -97.0913 valid_0's huber: 20.8575
[80] valid_0's poisson: -97.1906 valid_0's huber: 20.7601
[81] valid_0's poisson: -97.2894 valid_0's huber: 20.6644
[82] valid_0's poisson: -97.3874 valid_0's huber: 20.5693
[83] valid_0's poisson: -97.4848 valid_0's huber: 20.4749
[84] valid_0's poisson: -97.5841 valid_0's huber: 20.3805
[85] valid_0's poisson: -97.681 valid_0's huber: 20.2884
[86] valid_0's poisson: -97.782 valid_0's huber: 20.1904
[87] valid_0's poisson: -97.878 valid_0's huber: 20.0978
[88] valid_0's poisson: -97.9727 valid_0's huber: 20.0054
[89] valid_0's poisson: -98.073 valid_0's huber: 19.9069
[90] valid_0's poisson: -98.1659 valid_0's huber: 19.8159
[91] valid_0's poisson: -98.2609 valid_0's huber: 19.7244
[92] valid_0's poisson: -98.3536 valid_0's huber: 19.6339
[93] valid_0's poisson: -98.4457 valid_0's huber: 19.5442
[94] valid_0's poisson: -98.5358 valid_0's huber: 19.4538
[95] valid_0's poisson: -98.6258 valid_0's huber: 19.3634
[96] valid_0's poisson: -98.7167 valid_0's huber: 19.2746
[97] valid_0's poisson: -98.8065 valid_0's huber: 19.184
[98] valid_0's poisson: -98.8965 valid_0's huber: 19.0946
[99] valid_0's poisson: -98.9868 valid_0's huber: 19.0066
[100] valid_0's poisson: -99.0746 valid_0's huber: 18.9187
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3192 valid_0's huber: 29.711
[2] valid_0's poisson: -87.468 valid_0's huber: 29.5796
[3] valid_0's poisson: -87.6158 valid_0's huber: 29.4487
[4] valid_0's poisson: -87.7626 valid_0's huber: 29.3183
[5] valid_0's poisson: -87.9086 valid_0's huber: 29.1885
[6] valid_0's poisson: -88.0536 valid_0's huber: 29.0591
[7] valid_0's poisson: -88.1978 valid_0's huber: 28.9302
[8] valid_0's poisson: -88.3426 valid_0's huber: 28.8018
[9] valid_0's poisson: -88.4851 valid_0's huber: 28.6737
[10] valid_0's poisson: -88.6281 valid_0's huber: 28.5463
[11] valid_0's poisson: -88.7689 valid_0's huber: 28.4193
[12] valid_0's poisson: -88.9101 valid_0's huber: 28.2928
[13] valid_0's poisson: -89.0504 valid_0's huber: 28.1669
[14] valid_0's poisson: -89.1886 valid_0's huber: 28.0412
[15] valid_0's poisson: -89.3273 valid_0's huber: 27.9161
[16] valid_0's poisson: -89.4639 valid_0's huber: 27.7913
[17] valid_0's poisson: -89.601 valid_0's huber: 27.667
[18] valid_0's poisson: -89.7448 valid_0's huber: 27.5456
[19] valid_0's poisson: -89.8783 valid_0's huber: 27.4229
[20] valid_0's poisson: -90.0207 valid_0's huber: 27.3022
[21] valid_0's poisson: -90.1622 valid_0's huber: 27.182
[22] valid_0's poisson: -90.3029 valid_0's huber: 27.0629
[23] valid_0's poisson: -90.4425 valid_0's huber: 26.9443
[24] valid_0's poisson: -90.5808 valid_0's huber: 26.8258
[25] valid_0's poisson: -90.7193 valid_0's huber: 26.7078
[26] valid_0's poisson: -90.857 valid_0's huber: 26.5903
[27] valid_0's poisson: -90.9938 valid_0's huber: 26.4733
[28] valid_0's poisson: -91.1299 valid_0's huber: 26.3567
[29] valid_0's poisson: -91.265 valid_0's huber: 26.2409
[30] valid_0's poisson: -91.3987 valid_0's huber: 26.1253
[31] valid_0's poisson: -91.5323 valid_0's huber: 26.0105
[32] valid_0's poisson: -91.6651 valid_0's huber: 25.8962
[33] valid_0's poisson: -91.7973 valid_0's huber: 25.7823
[34] valid_0's poisson: -91.9285 valid_0's huber: 25.669
[35] valid_0's poisson: -92.0579 valid_0's huber: 25.5559
[36] valid_0's poisson: -92.1879 valid_0's huber: 25.4436
[37] valid_0's poisson: -92.3178 valid_0's huber: 25.3306
[38] valid_0's poisson: -92.4459 valid_0's huber: 25.2191
[39] valid_0's poisson: -92.5742 valid_0's huber: 25.107
[40] valid_0's poisson: -92.7003 valid_0's huber: 24.996
[41] valid_0's poisson: -92.8262 valid_0's huber: 24.8858
[42] valid_0's poisson: -92.9522 valid_0's huber: 24.7755
[43] valid_0's poisson: -93.076 valid_0's huber: 24.6656
[44] valid_0's poisson: -93.2004 valid_0's huber: 24.553
[45] valid_0's poisson: -93.324 valid_0's huber: 24.4409
[46] valid_0's poisson: -93.4473 valid_0's huber: 24.3318
[47] valid_0's poisson: -93.5687 valid_0's huber: 24.2209
[48] valid_0's poisson: -93.6905 valid_0's huber: 24.1128
[49] valid_0's poisson: -93.8113 valid_0's huber: 24.0025
[50] valid_0's poisson: -93.9326 valid_0's huber: 23.8947
[51] valid_0's poisson: -94.0505 valid_0's huber: 23.7858
[52] valid_0's poisson: -94.1704 valid_0's huber: 23.6789
[53] valid_0's poisson: -94.2869 valid_0's huber: 23.5712
[54] valid_0's poisson: -94.4056 valid_0's huber: 23.4649
[55] valid_0's poisson: -94.5208 valid_0's huber: 23.3581
[56] valid_0's poisson: -94.6372 valid_0's huber: 23.2536
[57] valid_0's poisson: -94.7513 valid_0's huber: 23.1475
[58] valid_0's poisson: -94.8677 valid_0's huber: 23.0428
[59] valid_0's poisson: -94.9819 valid_0's huber: 22.9374
[60] valid_0's poisson: -95.0969 valid_0's huber: 22.8337
[61] valid_0's poisson: -95.2085 valid_0's huber: 22.7292
[62] valid_0's poisson: -95.3224 valid_0's huber: 22.6246
[63] valid_0's poisson: -95.4357 valid_0's huber: 22.5219
[64] valid_0's poisson: -95.5455 valid_0's huber: 22.4185
[65] valid_0's poisson: -95.6559 valid_0's huber: 22.3153
[66] valid_0's poisson: -95.7659 valid_0's huber: 22.2122
[67] valid_0's poisson: -95.8764 valid_0's huber: 22.1095
[68] valid_0's poisson: -95.9842 valid_0's huber: 22.0077
[69] valid_0's poisson: -96.0912 valid_0's huber: 21.9064
[70] valid_0's poisson: -96.1988 valid_0's huber: 21.8049
[71] valid_0's poisson: -96.3046 valid_0's huber: 21.7044
[72] valid_0's poisson: -96.4097 valid_0's huber: 21.6042
[73] valid_0's poisson: -96.5138 valid_0's huber: 21.5043
[74] valid_0's poisson: -96.6177 valid_0's huber: 21.405
[75] valid_0's poisson: -96.7221 valid_0's huber: 21.3056
[76] valid_0's poisson: -96.8251 valid_0's huber: 21.207
[77] valid_0's poisson: -96.9274 valid_0's huber: 21.109
[78] valid_0's poisson: -97.0304 valid_0's huber: 21.0109
[79] valid_0's poisson: -97.1317 valid_0's huber: 20.9137
[80] valid_0's poisson: -97.233 valid_0's huber: 20.8167
[81] valid_0's poisson: -97.3329 valid_0's huber: 20.7195
[82] valid_0's poisson: -97.4333 valid_0's huber: 20.6234
[83] valid_0's poisson: -97.5325 valid_0's huber: 20.5281
[84] valid_0's poisson: -97.6298 valid_0's huber: 20.4334
[85] valid_0's poisson: -97.7287 valid_0's huber: 20.3375
[86] valid_0's poisson: -97.8248 valid_0's huber: 20.2438
[87] valid_0's poisson: -97.9194 valid_0's huber: 20.1507
[88] valid_0's poisson: -98.0188 valid_0's huber: 20.0529
[89] valid_0's poisson: -98.1153 valid_0's huber: 19.9602
[90] valid_0's poisson: -98.2135 valid_0's huber: 19.8634
[91] valid_0's poisson: -98.3085 valid_0's huber: 19.7717
[92] valid_0's poisson: -98.4028 valid_0's huber: 19.681
[93] valid_0's poisson: -98.4991 valid_0's huber: 19.5854
[94] valid_0's poisson: -98.5899 valid_0's huber: 19.4963
[95] valid_0's poisson: -98.685 valid_0's huber: 19.4018
[96] valid_0's poisson: -98.7768 valid_0's huber: 19.3139
[97] valid_0's poisson: -98.8693 valid_0's huber: 19.223
[98] valid_0's poisson: -98.9626 valid_0's huber: 19.1299
[99] valid_0's poisson: -99.0533 valid_0's huber: 19.0421
[100] valid_0's poisson: -99.1412 valid_0's huber: 18.9551
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3259 valid_0's huber: 29.6621
[2] valid_0's poisson: -87.4749 valid_0's huber: 29.5311
[3] valid_0's poisson: -87.623 valid_0's huber: 29.4006
[4] valid_0's poisson: -87.7701 valid_0's huber: 29.2706
[5] valid_0's poisson: -87.9162 valid_0's huber: 29.1412
[6] valid_0's poisson: -88.0613 valid_0's huber: 29.0122
[7] valid_0's poisson: -88.2055 valid_0's huber: 28.8838
[8] valid_0's poisson: -88.3476 valid_0's huber: 28.7571
[9] valid_0's poisson: -88.4908 valid_0's huber: 28.6304
[10] valid_0's poisson: -88.6331 valid_0's huber: 28.5041
[11] valid_0's poisson: -88.7736 valid_0's huber: 28.3777
[12] valid_0's poisson: -88.914 valid_0's huber: 28.2524
[13] valid_0's poisson: -89.0535 valid_0's huber: 28.1277
[14] valid_0's poisson: -89.1905 valid_0's huber: 28.0035
[15] valid_0's poisson: -89.3291 valid_0's huber: 27.8788
[16] valid_0's poisson: -89.4666 valid_0's huber: 27.7549
[17] valid_0's poisson: -89.6034 valid_0's huber: 27.6311
[18] valid_0's poisson: -89.7379 valid_0's huber: 27.5079
[19] valid_0's poisson: -89.873 valid_0's huber: 27.385
[20] valid_0's poisson: -90.0153 valid_0's huber: 27.2652
[21] valid_0's poisson: -90.1473 valid_0's huber: 27.1431
[22] valid_0's poisson: -90.2882 valid_0's huber: 27.0246
[23] valid_0's poisson: -90.4286 valid_0's huber: 26.9059
[24] valid_0's poisson: -90.5677 valid_0's huber: 26.7872
[25] valid_0's poisson: -90.7067 valid_0's huber: 26.6695
[26] valid_0's poisson: -90.8448 valid_0's huber: 26.5522
[27] valid_0's poisson: -90.9822 valid_0's huber: 26.4354
[28] valid_0's poisson: -91.1186 valid_0's huber: 26.3192
[29] valid_0's poisson: -91.2541 valid_0's huber: 26.2036
[30] valid_0's poisson: -91.3882 valid_0's huber: 26.0882
[31] valid_0's poisson: -91.5223 valid_0's huber: 25.9737
[32] valid_0's poisson: -91.6483 valid_0's huber: 25.8563
[33] valid_0's poisson: -91.781 valid_0's huber: 25.7426
[34] valid_0's poisson: -91.9055 valid_0's huber: 25.6262
[35] valid_0's poisson: -92.0369 valid_0's huber: 25.5128
[36] valid_0's poisson: -92.1603 valid_0's huber: 25.397
[37] valid_0's poisson: -92.2903 valid_0's huber: 25.2846
[38] valid_0's poisson: -92.4198 valid_0's huber: 25.1724
[39] valid_0's poisson: -92.5416 valid_0's huber: 25.0572
[40] valid_0's poisson: -92.6708 valid_0's huber: 24.9451
[41] valid_0's poisson: -92.798 valid_0's huber: 24.8343
[42] valid_0's poisson: -92.9232 valid_0's huber: 24.723
[43] valid_0's poisson: -93.0505 valid_0's huber: 24.6118
[44] valid_0's poisson: -93.1749 valid_0's huber: 24.5025
[45] valid_0's poisson: -93.2983 valid_0's huber: 24.3924
[46] valid_0's poisson: -93.4211 valid_0's huber: 24.2845
[47] valid_0's poisson: -93.545 valid_0's huber: 24.1757
[48] valid_0's poisson: -93.6672 valid_0's huber: 24.0667
[49] valid_0's poisson: -93.7899 valid_0's huber: 23.9582
[50] valid_0's poisson: -93.9099 valid_0's huber: 23.8488
[51] valid_0's poisson: -94.0301 valid_0's huber: 23.741
[52] valid_0's poisson: -94.1486 valid_0's huber: 23.6328
[53] valid_0's poisson: -94.2664 valid_0's huber: 23.525
[54] valid_0's poisson: -94.3837 valid_0's huber: 23.4175
[55] valid_0's poisson: -94.5026 valid_0's huber: 23.3112
[56] valid_0's poisson: -94.6186 valid_0's huber: 23.2046
[57] valid_0's poisson: -94.7337 valid_0's huber: 23.0988
[58] valid_0's poisson: -94.8508 valid_0's huber: 22.9937
[59] valid_0's poisson: -94.9636 valid_0's huber: 22.8887
[60] valid_0's poisson: -95.0788 valid_0's huber: 22.7841
[61] valid_0's poisson: -95.1939 valid_0's huber: 22.6803
[62] valid_0's poisson: -95.305 valid_0's huber: 22.5761
[63] valid_0's poisson: -95.4156 valid_0's huber: 22.4724
[64] valid_0's poisson: -95.5288 valid_0's huber: 22.3695
[65] valid_0's poisson: -95.6392 valid_0's huber: 22.2668
[66] valid_0's poisson: -95.7502 valid_0's huber: 22.1641
[67] valid_0's poisson: -95.8593 valid_0's huber: 22.0622
[68] valid_0's poisson: -95.9704 valid_0's huber: 21.961
[69] valid_0's poisson: -96.0772 valid_0's huber: 21.8595
[70] valid_0's poisson: -96.1859 valid_0's huber: 21.7583
[71] valid_0's poisson: -96.2925 valid_0's huber: 21.6573
[72] valid_0's poisson: -96.3974 valid_0's huber: 21.5579
[73] valid_0's poisson: -96.5019 valid_0's huber: 21.4587
[74] valid_0's poisson: -96.6068 valid_0's huber: 21.3595
[75] valid_0's poisson: -96.7105 valid_0's huber: 21.2596
[76] valid_0's poisson: -96.8131 valid_0's huber: 21.1616
[77] valid_0's poisson: -96.9149 valid_0's huber: 21.0643
[78] valid_0's poisson: -97.0172 valid_0's huber: 20.9671
[79] valid_0's poisson: -97.1179 valid_0's huber: 20.8703
[80] valid_0's poisson: -97.2183 valid_0's huber: 20.7745
[81] valid_0's poisson: -97.319 valid_0's huber: 20.6788
[82] valid_0's poisson: -97.4183 valid_0's huber: 20.5837
[83] valid_0's poisson: -97.5207 valid_0's huber: 20.4844
[84] valid_0's poisson: -97.6188 valid_0's huber: 20.3902
[85] valid_0's poisson: -97.7171 valid_0's huber: 20.2966
[86] valid_0's poisson: -97.8143 valid_0's huber: 20.2043
[87] valid_0's poisson: -97.9101 valid_0's huber: 20.111
[88] valid_0's poisson: -98.0092 valid_0's huber: 20.014
[89] valid_0's poisson: -98.105 valid_0's huber: 19.9232
[90] valid_0's poisson: -98.1987 valid_0's huber: 19.8313
[91] valid_0's poisson: -98.2911 valid_0's huber: 19.7412
[92] valid_0's poisson: -98.3885 valid_0's huber: 19.6448
[93] valid_0's poisson: -98.4843 valid_0's huber: 19.5502
[94] valid_0's poisson: -98.5755 valid_0's huber: 19.4605
[95] valid_0's poisson: -98.6698 valid_0's huber: 19.3671
[96] valid_0's poisson: -98.7595 valid_0's huber: 19.279
[97] valid_0's poisson: -98.8525 valid_0's huber: 19.1867
[98] valid_0's poisson: -98.9447 valid_0's huber: 19.0951
[99] valid_0's poisson: -99.035 valid_0's huber: 19.0075
[100] valid_0's poisson: -99.1243 valid_0's huber: 18.9217
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3126 valid_0's huber: 29.7559
[2] valid_0's poisson: -87.4621 valid_0's huber: 29.6252
[3] valid_0's poisson: -87.6087 valid_0's huber: 29.4955
[4] valid_0's poisson: -87.7543 valid_0's huber: 29.3663
[5] valid_0's poisson: -87.9012 valid_0's huber: 29.2369
[6] valid_0's poisson: -88.0457 valid_0's huber: 29.1098
[7] valid_0's poisson: -88.1888 valid_0's huber: 28.9819
[8] valid_0's poisson: -88.3331 valid_0's huber: 28.8538
[9] valid_0's poisson: -88.4764 valid_0's huber: 28.7263
[10] valid_0's poisson: -88.617 valid_0's huber: 28.5997
[11] valid_0's poisson: -88.7587 valid_0's huber: 28.4729
[12] valid_0's poisson: -88.8976 valid_0's huber: 28.3469
[13] valid_0's poisson: -89.0383 valid_0's huber: 28.2206
[14] valid_0's poisson: -89.1775 valid_0's huber: 28.095
[15] valid_0's poisson: -89.3137 valid_0's huber: 27.9706
[16] valid_0's poisson: -89.4514 valid_0's huber: 27.8458
[17] valid_0's poisson: -89.5887 valid_0's huber: 27.7211
[18] valid_0's poisson: -89.7226 valid_0's huber: 27.5977
[19] valid_0's poisson: -89.8581 valid_0's huber: 27.474
[20] valid_0's poisson: -90.0002 valid_0's huber: 27.3541
[21] valid_0's poisson: -90.1329 valid_0's huber: 27.2313
[22] valid_0's poisson: -90.2738 valid_0's huber: 27.1121
[23] valid_0's poisson: -90.4138 valid_0's huber: 26.9934
[24] valid_0's poisson: -90.5441 valid_0's huber: 26.8722
[25] valid_0's poisson: -90.6826 valid_0's huber: 26.7543
[26] valid_0's poisson: -90.819 valid_0's huber: 26.6368
[27] valid_0's poisson: -90.9556 valid_0's huber: 26.5203
[28] valid_0's poisson: -91.0911 valid_0's huber: 26.4042
[29] valid_0's poisson: -91.2262 valid_0's huber: 26.2883
[30] valid_0's poisson: -91.3607 valid_0's huber: 26.1729
[31] valid_0's poisson: -91.4936 valid_0's huber: 26.0582
[32] valid_0's poisson: -91.6257 valid_0's huber: 25.9438
[33] valid_0's poisson: -91.757 valid_0's huber: 25.83
[34] valid_0's poisson: -91.8875 valid_0's huber: 25.7166
[35] valid_0's poisson: -92.0168 valid_0's huber: 25.6034
[36] valid_0's poisson: -92.1475 valid_0's huber: 25.4905
[37] valid_0's poisson: -92.2754 valid_0's huber: 25.3781
[38] valid_0's poisson: -92.4033 valid_0's huber: 25.2664
[39] valid_0's poisson: -92.532 valid_0's huber: 25.1545
[40] valid_0's poisson: -92.6586 valid_0's huber: 25.0435
[41] valid_0's poisson: -92.7844 valid_0's huber: 24.933
[42] valid_0's poisson: -92.9084 valid_0's huber: 24.8217
[43] valid_0's poisson: -93.0337 valid_0's huber: 24.7118
[44] valid_0's poisson: -93.1601 valid_0's huber: 24.6002
[45] valid_0's poisson: -93.2775 valid_0's huber: 24.4878
[46] valid_0's poisson: -93.401 valid_0's huber: 24.3788
[47] valid_0's poisson: -93.517 valid_0's huber: 24.2673
[48] valid_0's poisson: -93.6387 valid_0's huber: 24.157
[49] valid_0's poisson: -93.7606 valid_0's huber: 24.0486
[50] valid_0's poisson: -93.8745 valid_0's huber: 23.9385
[51] valid_0's poisson: -93.995 valid_0's huber: 23.8313
[52] valid_0's poisson: -94.1128 valid_0's huber: 23.7236
[53] valid_0's poisson: -94.2325 valid_0's huber: 23.6167
[54] valid_0's poisson: -94.3488 valid_0's huber: 23.5104
[55] valid_0's poisson: -94.4594 valid_0's huber: 23.4029
[56] valid_0's poisson: -94.5768 valid_0's huber: 23.2979
[57] valid_0's poisson: -94.6939 valid_0's huber: 23.1918
[58] valid_0's poisson: -94.8105 valid_0's huber: 23.087
[59] valid_0's poisson: -94.9257 valid_0's huber: 22.9818
[60] valid_0's poisson: -95.0409 valid_0's huber: 22.8768
[61] valid_0's poisson: -95.1552 valid_0's huber: 22.7737
[62] valid_0's poisson: -95.2684 valid_0's huber: 22.6697
[63] valid_0's poisson: -95.3809 valid_0's huber: 22.566
[64] valid_0's poisson: -95.4926 valid_0's huber: 22.4617
[65] valid_0's poisson: -95.6039 valid_0's huber: 22.3586
[66] valid_0's poisson: -95.7151 valid_0's huber: 22.2558
[67] valid_0's poisson: -95.825 valid_0's huber: 22.1524
[68] valid_0's poisson: -95.9343 valid_0's huber: 22.0505
[69] valid_0's poisson: -96.0428 valid_0's huber: 21.9479
[70] valid_0's poisson: -96.1506 valid_0's huber: 21.8479
[71] valid_0's poisson: -96.2572 valid_0's huber: 21.7466
[72] valid_0's poisson: -96.362 valid_0's huber: 21.6457
[73] valid_0's poisson: -96.4681 valid_0's huber: 21.5458
[74] valid_0's poisson: -96.573 valid_0's huber: 21.4457
[75] valid_0's poisson: -96.6795 valid_0's huber: 21.3434
[76] valid_0's poisson: -96.7852 valid_0's huber: 21.2415
[77] valid_0's poisson: -96.8872 valid_0's huber: 21.1441
[78] valid_0's poisson: -96.9898 valid_0's huber: 21.0466
[79] valid_0's poisson: -97.0908 valid_0's huber: 20.95
[80] valid_0's poisson: -97.1921 valid_0's huber: 20.8536
[81] valid_0's poisson: -97.2921 valid_0's huber: 20.7578
[82] valid_0's poisson: -97.391 valid_0's huber: 20.6628
[83] valid_0's poisson: -97.4923 valid_0's huber: 20.5635
[84] valid_0's poisson: -97.5909 valid_0's huber: 20.4693
[85] valid_0's poisson: -97.6884 valid_0's huber: 20.376
[86] valid_0's poisson: -97.7853 valid_0's huber: 20.2837
[87] valid_0's poisson: -97.8797 valid_0's huber: 20.1903
[88] valid_0's poisson: -97.9787 valid_0's huber: 20.0934
[89] valid_0's poisson: -98.0748 valid_0's huber: 20.0015
[90] valid_0's poisson: -98.1681 valid_0's huber: 19.9101
[91] valid_0's poisson: -98.2628 valid_0's huber: 19.8195
[92] valid_0's poisson: -98.355 valid_0's huber: 19.7282
[93] valid_0's poisson: -98.4515 valid_0's huber: 19.6326
[94] valid_0's poisson: -98.5471 valid_0's huber: 19.5376
[95] valid_0's poisson: -98.6399 valid_0's huber: 19.4482
[96] valid_0's poisson: -98.7301 valid_0's huber: 19.3596
[97] valid_0's poisson: -98.8213 valid_0's huber: 19.2714
[98] valid_0's poisson: -98.9091 valid_0's huber: 19.1835
[99] valid_0's poisson: -98.9966 valid_0's huber: 19.0955
[100] valid_0's poisson: -99.0863 valid_0's huber: 19.008
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3383 valid_0's huber: 29.6765
[2] valid_0's poisson: -87.502 valid_0's huber: 29.5416
[3] valid_0's poisson: -87.6647 valid_0's huber: 29.4072
[4] valid_0's poisson: -87.8264 valid_0's huber: 29.2734
[5] valid_0's poisson: -87.9871 valid_0's huber: 29.14
[6] valid_0's poisson: -88.1468 valid_0's huber: 29.007
[7] valid_0's poisson: -88.3056 valid_0's huber: 28.8748
[8] valid_0's poisson: -88.4635 valid_0's huber: 28.743
[9] valid_0's poisson: -88.6197 valid_0's huber: 28.6128
[10] valid_0's poisson: -88.775 valid_0's huber: 28.4831
[11] valid_0's poisson: -88.9294 valid_0's huber: 28.3539
[12] valid_0's poisson: -89.0828 valid_0's huber: 28.2251
[13] valid_0's poisson: -89.2353 valid_0's huber: 28.0969
[14] valid_0's poisson: -89.3875 valid_0's huber: 27.9684
[15] valid_0's poisson: -89.5382 valid_0's huber: 27.8411
[16] valid_0's poisson: -89.6885 valid_0's huber: 27.7135
[17] valid_0's poisson: -89.8378 valid_0's huber: 27.5864
[18] valid_0's poisson: -89.9868 valid_0's huber: 27.4591
[19] valid_0's poisson: -90.1345 valid_0's huber: 27.3328
[20] valid_0's poisson: -90.2817 valid_0's huber: 27.2063
[21] valid_0's poisson: -90.4277 valid_0's huber: 27.081
[22] valid_0's poisson: -90.5733 valid_0's huber: 26.9554
[23] valid_0's poisson: -90.7172 valid_0's huber: 26.8312
[24] valid_0's poisson: -90.8607 valid_0's huber: 26.7071
[25] valid_0's poisson: -91.0033 valid_0's huber: 26.5834
[26] valid_0's poisson: -91.1453 valid_0's huber: 26.4597
[27] valid_0's poisson: -91.285 valid_0's huber: 26.3377
[28] valid_0's poisson: -91.4257 valid_0's huber: 26.2151
[29] valid_0's poisson: -91.5658 valid_0's huber: 26.092
[30] valid_0's poisson: -91.7056 valid_0's huber: 25.9699
[31] valid_0's poisson: -91.8447 valid_0's huber: 25.8483
[32] valid_0's poisson: -91.9823 valid_0's huber: 25.7271
[33] valid_0's poisson: -92.1196 valid_0's huber: 25.6066
[34] valid_0's poisson: -92.2576 valid_0's huber: 25.4851
[35] valid_0's poisson: -92.3934 valid_0's huber: 25.3642
[36] valid_0's poisson: -92.5283 valid_0's huber: 25.244
[37] valid_0's poisson: -92.6635 valid_0's huber: 25.1245
[38] valid_0's poisson: -92.7967 valid_0's huber: 25.0053
[39] valid_0's poisson: -92.9297 valid_0's huber: 24.8866
[40] valid_0's poisson: -93.0618 valid_0's huber: 24.7683
[41] valid_0's poisson: -93.1922 valid_0's huber: 24.6522
[42] valid_0's poisson: -93.3227 valid_0's huber: 24.5348
[43] valid_0's poisson: -93.4525 valid_0's huber: 24.4179
[44] valid_0's poisson: -93.5804 valid_0's huber: 24.3037
[45] valid_0's poisson: -93.7084 valid_0's huber: 24.1877
[46] valid_0's poisson: -93.8358 valid_0's huber: 24.0723
[47] valid_0's poisson: -93.9612 valid_0's huber: 23.9594
[48] valid_0's poisson: -94.088 valid_0's huber: 23.8442
[49] valid_0's poisson: -94.2141 valid_0's huber: 23.7295
[50] valid_0's poisson: -94.3378 valid_0's huber: 23.6176
[51] valid_0's poisson: -94.4612 valid_0's huber: 23.5045
[52] valid_0's poisson: -94.5848 valid_0's huber: 23.3911
[53] valid_0's poisson: -94.7061 valid_0's huber: 23.2807
[54] valid_0's poisson: -94.8279 valid_0's huber: 23.1691
[55] valid_0's poisson: -94.9489 valid_0's huber: 23.0585
[56] valid_0's poisson: -95.0692 valid_0's huber: 22.9478
[57] valid_0's poisson: -95.1889 valid_0's huber: 22.8376
[58] valid_0's poisson: -95.3076 valid_0's huber: 22.7283
[59] valid_0's poisson: -95.4255 valid_0's huber: 22.6192
[60] valid_0's poisson: -95.5427 valid_0's huber: 22.511
[61] valid_0's poisson: -95.6591 valid_0's huber: 22.4031
[62] valid_0's poisson: -95.7751 valid_0's huber: 22.2952
[63] valid_0's poisson: -95.89 valid_0's huber: 22.1883
[64] valid_0's poisson: -96.0055 valid_0's huber: 22.0798
[65] valid_0's poisson: -96.1196 valid_0's huber: 21.9721
[66] valid_0's poisson: -96.2319 valid_0's huber: 21.8663
[67] valid_0's poisson: -96.3448 valid_0's huber: 21.7595
[68] valid_0's poisson: -96.4572 valid_0's huber: 21.6537
[69] valid_0's poisson: -96.5656 valid_0's huber: 21.5502
[70] valid_0's poisson: -96.6732 valid_0's huber: 21.4474
[71] valid_0's poisson: -96.783 valid_0's huber: 21.3437
[72] valid_0's poisson: -96.8901 valid_0's huber: 21.241
[73] valid_0's poisson: -96.9975 valid_0's huber: 21.1384
[74] valid_0's poisson: -97.1055 valid_0's huber: 21.036
[75] valid_0's poisson: -97.2117 valid_0's huber: 20.9338
[76] valid_0's poisson: -97.3188 valid_0's huber: 20.832
[77] valid_0's poisson: -97.4237 valid_0's huber: 20.7308
[78] valid_0's poisson: -97.5278 valid_0's huber: 20.6301
[79] valid_0's poisson: -97.633 valid_0's huber: 20.5298
[80] valid_0's poisson: -97.7361 valid_0's huber: 20.4297
[81] valid_0's poisson: -97.8399 valid_0's huber: 20.3304
[82] valid_0's poisson: -97.9444 valid_0's huber: 20.23
[83] valid_0's poisson: -98.0465 valid_0's huber: 20.132
[84] valid_0's poisson: -98.1485 valid_0's huber: 20.0326
[85] valid_0's poisson: -98.2514 valid_0's huber: 19.9332
[86] valid_0's poisson: -98.3523 valid_0's huber: 19.8363
[87] valid_0's poisson: -98.4538 valid_0's huber: 19.738
[88] valid_0's poisson: -98.5543 valid_0's huber: 19.6394
[89] valid_0's poisson: -98.6546 valid_0's huber: 19.5417
[90] valid_0's poisson: -98.7541 valid_0's huber: 19.4446
[91] valid_0's poisson: -98.8525 valid_0's huber: 19.3475
[92] valid_0's poisson: -98.9504 valid_0's huber: 19.2516
[93] valid_0's poisson: -99.0473 valid_0's huber: 19.1555
[94] valid_0's poisson: -99.1432 valid_0's huber: 19.0602
[95] valid_0's poisson: -99.2388 valid_0's huber: 18.9659
[96] valid_0's poisson: -99.333 valid_0's huber: 18.8718
[97] valid_0's poisson: -99.4272 valid_0's huber: 18.7786
[98] valid_0's poisson: -99.5211 valid_0's huber: 18.6863
[99] valid_0's poisson: -99.6128 valid_0's huber: 18.5945
[100] valid_0's poisson: -99.7059 valid_0's huber: 18.5025
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3322 valid_0's huber: 29.676
[2] valid_0's poisson: -87.4895 valid_0's huber: 29.5428
[3] valid_0's poisson: -87.6496 valid_0's huber: 29.4108
[4] valid_0's poisson: -87.8089 valid_0's huber: 29.2791
[5] valid_0's poisson: -87.9669 valid_0's huber: 29.148
[6] valid_0's poisson: -88.1242 valid_0's huber: 29.0172
[7] valid_0's poisson: -88.2805 valid_0's huber: 28.8869
[8] valid_0's poisson: -88.4358 valid_0's huber: 28.7569
[9] valid_0's poisson: -88.5902 valid_0's huber: 28.6274
[10] valid_0's poisson: -88.7399 valid_0's huber: 28.494
[11] valid_0's poisson: -88.8962 valid_0's huber: 28.3619
[12] valid_0's poisson: -89.0524 valid_0's huber: 28.2298
[13] valid_0's poisson: -89.2076 valid_0's huber: 28.0983
[14] valid_0's poisson: -89.3618 valid_0's huber: 27.9673
[15] valid_0's poisson: -89.5152 valid_0's huber: 27.8367
[16] valid_0's poisson: -89.6678 valid_0's huber: 27.7064
[17] valid_0's poisson: -89.8192 valid_0's huber: 27.5769
[18] valid_0's poisson: -89.97 valid_0's huber: 27.4474
[19] valid_0's poisson: -90.1197 valid_0's huber: 27.3187
[20] valid_0's poisson: -90.2686 valid_0's huber: 27.1902
[21] valid_0's poisson: -90.4166 valid_0's huber: 27.0622
[22] valid_0's poisson: -90.5631 valid_0's huber: 26.9351
[23] valid_0's poisson: -90.7094 valid_0's huber: 26.808
[24] valid_0's poisson: -90.8544 valid_0's huber: 26.6819
[25] valid_0's poisson: -90.9989 valid_0's huber: 26.5559
[26] valid_0's poisson: -91.1419 valid_0's huber: 26.4314
[27] valid_0's poisson: -91.2844 valid_0's huber: 26.307
[28] valid_0's poisson: -91.4262 valid_0's huber: 26.1832
[29] valid_0's poisson: -91.5667 valid_0's huber: 26.0604
[30] valid_0's poisson: -91.7066 valid_0's huber: 25.9377
[31] valid_0's poisson: -91.8455 valid_0's huber: 25.8159
[32] valid_0's poisson: -91.9832 valid_0's huber: 25.694
[33] valid_0's poisson: -92.1201 valid_0's huber: 25.5727
[34] valid_0's poisson: -92.2557 valid_0's huber: 25.4523
[35] valid_0's poisson: -92.3921 valid_0's huber: 25.3312
[36] valid_0's poisson: -92.5271 valid_0's huber: 25.2111
[37] valid_0's poisson: -92.6619 valid_0's huber: 25.0914
[38] valid_0's poisson: -92.7959 valid_0's huber: 24.9721
[39] valid_0's poisson: -92.9286 valid_0's huber: 24.8534
[40] valid_0's poisson: -93.0608 valid_0's huber: 24.7351
[41] valid_0's poisson: -93.1919 valid_0's huber: 24.6174
[42] valid_0's poisson: -93.323 valid_0's huber: 24.5002
[43] valid_0's poisson: -93.4525 valid_0's huber: 24.3832
[44] valid_0's poisson: -93.582 valid_0's huber: 24.2669
[45] valid_0's poisson: -93.7107 valid_0's huber: 24.1507
[46] valid_0's poisson: -93.8377 valid_0's huber: 24.0352
[47] valid_0's poisson: -93.9646 valid_0's huber: 23.92
[48] valid_0's poisson: -94.0896 valid_0's huber: 23.8059
[49] valid_0's poisson: -94.2153 valid_0's huber: 23.6913
[50] valid_0's poisson: -94.3388 valid_0's huber: 23.5784
[51] valid_0's poisson: -94.462 valid_0's huber: 23.4654
[52] valid_0's poisson: -94.5853 valid_0's huber: 23.3525
[53] valid_0's poisson: -94.7067 valid_0's huber: 23.2408
[54] valid_0's poisson: -94.8287 valid_0's huber: 23.1286
[55] valid_0's poisson: -94.9487 valid_0's huber: 23.0179
[56] valid_0's poisson: -95.0681 valid_0's huber: 22.9075
[57] valid_0's poisson: -95.1883 valid_0's huber: 22.7974
[58] valid_0's poisson: -95.3072 valid_0's huber: 22.6874
[59] valid_0's poisson: -95.4245 valid_0's huber: 22.5788
[60] valid_0's poisson: -95.5422 valid_0's huber: 22.47
[61] valid_0's poisson: -95.6567 valid_0's huber: 22.3626
[62] valid_0's poisson: -95.7709 valid_0's huber: 22.256
[63] valid_0's poisson: -95.8842 valid_0's huber: 22.1499
[64] valid_0's poisson: -95.9968 valid_0's huber: 22.0443
[65] valid_0's poisson: -96.1113 valid_0's huber: 21.9376
[66] valid_0's poisson: -96.223 valid_0's huber: 21.832
[67] valid_0's poisson: -96.3342 valid_0's huber: 21.7276
[68] valid_0's poisson: -96.4449 valid_0's huber: 21.6232
[69] valid_0's poisson: -96.557 valid_0's huber: 21.5185
[70] valid_0's poisson: -96.6668 valid_0's huber: 21.4147
[71] valid_0's poisson: -96.7778 valid_0's huber: 21.3106
[72] valid_0's poisson: -96.8851 valid_0's huber: 21.2085
[73] valid_0's poisson: -96.9959 valid_0's huber: 21.1029
[74] valid_0's poisson: -97.1025 valid_0's huber: 21.0015
[75] valid_0's poisson: -97.2118 valid_0's huber: 20.8972
[76] valid_0's poisson: -97.3201 valid_0's huber: 20.7936
[77] valid_0's poisson: -97.4246 valid_0's huber: 20.6933
[78] valid_0's poisson: -97.5324 valid_0's huber: 20.5898
[79] valid_0's poisson: -97.636 valid_0's huber: 20.4906
[80] valid_0's poisson: -97.7424 valid_0's huber: 20.3881
[81] valid_0's poisson: -97.8456 valid_0's huber: 20.2885
[82] valid_0's poisson: -97.9506 valid_0's huber: 20.187
[83] valid_0's poisson: -98.0524 valid_0's huber: 20.0886
[84] valid_0's poisson: -98.1563 valid_0's huber: 19.9873
[85] valid_0's poisson: -98.2585 valid_0's huber: 19.8881
[86] valid_0's poisson: -98.3607 valid_0's huber: 19.7886
[87] valid_0's poisson: -98.4619 valid_0's huber: 19.6899
[88] valid_0's poisson: -98.5621 valid_0's huber: 19.592
[89] valid_0's poisson: -98.6614 valid_0's huber: 19.4943
[90] valid_0's poisson: -98.7602 valid_0's huber: 19.397
[91] valid_0's poisson: -98.8585 valid_0's huber: 19.3003
[92] valid_0's poisson: -98.9556 valid_0's huber: 19.2042
[93] valid_0's poisson: -99.0534 valid_0's huber: 19.1082
[94] valid_0's poisson: -99.1492 valid_0's huber: 19.0128
[95] valid_0's poisson: -99.2457 valid_0's huber: 18.9176
[96] valid_0's poisson: -99.3408 valid_0's huber: 18.8232
[97] valid_0's poisson: -99.4358 valid_0's huber: 18.7291
[98] valid_0's poisson: -99.5283 valid_0's huber: 18.6358
[99] valid_0's poisson: -99.6218 valid_0's huber: 18.5428
[100] valid_0's poisson: -99.7123 valid_0's huber: 18.4509
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3344 valid_0's huber: 29.7065
[2] valid_0's poisson: -87.4983 valid_0's huber: 29.5704
[3] valid_0's poisson: -87.6611 valid_0's huber: 29.4349
[4] valid_0's poisson: -87.823 valid_0's huber: 29.2998
[5] valid_0's poisson: -87.9839 valid_0's huber: 29.1652
[6] valid_0's poisson: -88.1448 valid_0's huber: 29.0308
[7] valid_0's poisson: -88.3047 valid_0's huber: 28.8969
[8] valid_0's poisson: -88.4637 valid_0's huber: 28.7634
[9] valid_0's poisson: -88.6219 valid_0's huber: 28.6304
[10] valid_0's poisson: -88.7791 valid_0's huber: 28.4978
[11] valid_0's poisson: -88.9354 valid_0's huber: 28.3657
[12] valid_0's poisson: -89.0907 valid_0's huber: 28.2342
[13] valid_0's poisson: -89.2451 valid_0's huber: 28.1032
[14] valid_0's poisson: -89.3984 valid_0's huber: 27.9728
[15] valid_0's poisson: -89.5507 valid_0's huber: 27.8426
[16] valid_0's poisson: -89.7023 valid_0's huber: 27.7131
[17] valid_0's poisson: -89.8528 valid_0's huber: 27.5838
[18] valid_0's poisson: -90.0025 valid_0's huber: 27.4552
[19] valid_0's poisson: -90.1514 valid_0's huber: 27.327
[20] valid_0's poisson: -90.2942 valid_0's huber: 27.1994
[21] valid_0's poisson: -90.4413 valid_0's huber: 27.0724
[22] valid_0's poisson: -90.5863 valid_0's huber: 26.9466
[23] valid_0's poisson: -90.732 valid_0's huber: 26.8199
[24] valid_0's poisson: -90.8751 valid_0's huber: 26.6949
[25] valid_0's poisson: -91.0176 valid_0's huber: 26.57
[26] valid_0's poisson: -91.1597 valid_0's huber: 26.4453
[27] valid_0's poisson: -91.3007 valid_0's huber: 26.3209
[28] valid_0's poisson: -91.4414 valid_0's huber: 26.1968
[29] valid_0's poisson: -91.5816 valid_0's huber: 26.0735
[30] valid_0's poisson: -91.7214 valid_0's huber: 25.9499
[31] valid_0's poisson: -91.8589 valid_0's huber: 25.8285
[32] valid_0's poisson: -91.9969 valid_0's huber: 25.7066
[33] valid_0's poisson: -92.1336 valid_0's huber: 25.5859
[34] valid_0's poisson: -92.2689 valid_0's huber: 25.4658
[35] valid_0's poisson: -92.4047 valid_0's huber: 25.346
[36] valid_0's poisson: -92.5388 valid_0's huber: 25.2272
[37] valid_0's poisson: -92.6729 valid_0's huber: 25.1084
[38] valid_0's poisson: -92.8049 valid_0's huber: 24.9912
[39] valid_0's poisson: -92.9373 valid_0's huber: 24.8734
[40] valid_0's poisson: -93.0681 valid_0's huber: 24.7566
[41] valid_0's poisson: -93.1987 valid_0's huber: 24.6398
[42] valid_0's poisson: -93.3274 valid_0's huber: 24.5245
[43] valid_0's poisson: -93.4565 valid_0's huber: 24.4087
[44] valid_0's poisson: -93.5836 valid_0's huber: 24.2943
[45] valid_0's poisson: -93.711 valid_0's huber: 24.1794
[46] valid_0's poisson: -93.8368 valid_0's huber: 24.0657
[47] valid_0's poisson: -93.9615 valid_0's huber: 23.9527
[48] valid_0's poisson: -94.0867 valid_0's huber: 23.8392
[49] valid_0's poisson: -94.2114 valid_0's huber: 23.7259
[50] valid_0's poisson: -94.3343 valid_0's huber: 23.6138
[51] valid_0's poisson: -94.4575 valid_0's huber: 23.5014
[52] valid_0's poisson: -94.5789 valid_0's huber: 23.3904
[53] valid_0's poisson: -94.6999 valid_0's huber: 23.2794
[54] valid_0's poisson: -94.8198 valid_0's huber: 23.1691
[55] valid_0's poisson: -94.9401 valid_0's huber: 23.058
[56] valid_0's poisson: -95.0578 valid_0's huber: 22.9497
[57] valid_0's poisson: -95.1763 valid_0's huber: 22.8401
[58] valid_0's poisson: -95.2946 valid_0's huber: 22.7303
[59] valid_0's poisson: -95.4105 valid_0's huber: 22.6223
[60] valid_0's poisson: -95.5267 valid_0's huber: 22.5137
[61] valid_0's poisson: -95.6411 valid_0's huber: 22.4067
[62] valid_0's poisson: -95.7559 valid_0's huber: 22.2987
[63] valid_0's poisson: -95.87 valid_0's huber: 22.1912
[64] valid_0's poisson: -95.9833 valid_0's huber: 22.0843
[65] valid_0's poisson: -96.0958 valid_0's huber: 21.9779
[66] valid_0's poisson: -96.2087 valid_0's huber: 21.8715
[67] valid_0's poisson: -96.3209 valid_0's huber: 21.7657
[68] valid_0's poisson: -96.4298 valid_0's huber: 21.6621
[69] valid_0's poisson: -96.5403 valid_0's huber: 21.5577
[70] valid_0's poisson: -96.6499 valid_0's huber: 21.454
[71] valid_0's poisson: -96.7596 valid_0's huber: 21.3505
[72] valid_0's poisson: -96.8704 valid_0's huber: 21.2462
[73] valid_0's poisson: -96.979 valid_0's huber: 21.1435
[74] valid_0's poisson: -97.0879 valid_0's huber: 21.0397
[75] valid_0's poisson: -97.1956 valid_0's huber: 20.9375
[76] valid_0's poisson: -97.302 valid_0's huber: 20.8365
[77] valid_0's poisson: -97.4097 valid_0's huber: 20.7332
[78] valid_0's poisson: -97.5164 valid_0's huber: 20.6297
[79] valid_0's poisson: -97.6204 valid_0's huber: 20.53
[80] valid_0's poisson: -97.7271 valid_0's huber: 20.4259
[81] valid_0's poisson: -97.83 valid_0's huber: 20.327
[82] valid_0's poisson: -97.933 valid_0's huber: 20.2279
[83] valid_0's poisson: -98.0352 valid_0's huber: 20.1294
[84] valid_0's poisson: -98.137 valid_0's huber: 20.0319
[85] valid_0's poisson: -98.2387 valid_0's huber: 19.9342
[86] valid_0's poisson: -98.3423 valid_0's huber: 19.833
[87] valid_0's poisson: -98.4435 valid_0's huber: 19.7346
[88] valid_0's poisson: -98.5452 valid_0's huber: 19.6358
[89] valid_0's poisson: -98.6455 valid_0's huber: 19.5374
[90] valid_0's poisson: -98.7446 valid_0's huber: 19.4405
[91] valid_0's poisson: -98.8429 valid_0's huber: 19.3446
[92] valid_0's poisson: -98.9411 valid_0's huber: 19.2476
[93] valid_0's poisson: -99.0377 valid_0's huber: 19.1504
[94] valid_0's poisson: -99.1372 valid_0's huber: 19.0539
[95] valid_0's poisson: -99.2327 valid_0's huber: 18.959
[96] valid_0's poisson: -99.3278 valid_0's huber: 18.8641
[97] valid_0's poisson: -99.421 valid_0's huber: 18.7701
[98] valid_0's poisson: -99.5163 valid_0's huber: 18.6753
[99] valid_0's poisson: -99.6121 valid_0's huber: 18.5802
[100] valid_0's poisson: -99.704 valid_0's huber: 18.4887
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3415 valid_0's huber: 29.6576
[2] valid_0's poisson: -87.506 valid_0's huber: 29.5219
[3] valid_0's poisson: -87.6694 valid_0's huber: 29.3868
[4] valid_0's poisson: -87.8319 valid_0's huber: 29.2521
[5] valid_0's poisson: -87.9933 valid_0's huber: 29.1179
[6] valid_0's poisson: -88.1537 valid_0's huber: 28.9842
[7] valid_0's poisson: -88.3142 valid_0's huber: 28.8502
[8] valid_0's poisson: -88.4736 valid_0's huber: 28.7168
[9] valid_0's poisson: -88.6311 valid_0's huber: 28.5846
[10] valid_0's poisson: -88.7888 valid_0's huber: 28.452
[11] valid_0's poisson: -88.9455 valid_0's huber: 28.3199
[12] valid_0's poisson: -89.0949 valid_0's huber: 28.1887
[13] valid_0's poisson: -89.2494 valid_0's huber: 28.058
[14] valid_0's poisson: -89.403 valid_0's huber: 27.9278
[15] valid_0's poisson: -89.556 valid_0's huber: 27.7977
[16] valid_0's poisson: -89.7072 valid_0's huber: 27.6687
[17] valid_0's poisson: -89.858 valid_0's huber: 27.5398
[18] valid_0's poisson: -90.0077 valid_0's huber: 27.4116
[19] valid_0's poisson: -90.1569 valid_0's huber: 27.2836
[20] valid_0's poisson: -90.3049 valid_0's huber: 27.1562
[21] valid_0's poisson: -90.4521 valid_0's huber: 27.0292
[22] valid_0's poisson: -90.5985 valid_0's huber: 26.9029
[23] valid_0's poisson: -90.7387 valid_0's huber: 26.7769
[24] valid_0's poisson: -90.8832 valid_0's huber: 26.6517
[25] valid_0's poisson: -91.0216 valid_0's huber: 26.5268
[26] valid_0's poisson: -91.1645 valid_0's huber: 26.4025
[27] valid_0's poisson: -91.3067 valid_0's huber: 26.2782
[28] valid_0's poisson: -91.4474 valid_0's huber: 26.1543
[29] valid_0's poisson: -91.5877 valid_0's huber: 26.0312
[30] valid_0's poisson: -91.7274 valid_0's huber: 25.9085
[31] valid_0's poisson: -91.8671 valid_0's huber: 25.7862
[32] valid_0's poisson: -92.0052 valid_0's huber: 25.6646
[33] valid_0's poisson: -92.1431 valid_0's huber: 25.5434
[34] valid_0's poisson: -92.2803 valid_0's huber: 25.4226
[35] valid_0's poisson: -92.4168 valid_0's huber: 25.3022
[36] valid_0's poisson: -92.5509 valid_0's huber: 25.1843
[37] valid_0's poisson: -92.6858 valid_0's huber: 25.0655
[38] valid_0's poisson: -92.8193 valid_0's huber: 24.9479
[39] valid_0's poisson: -92.952 valid_0's huber: 24.8295
[40] valid_0's poisson: -93.0843 valid_0's huber: 24.7116
[41] valid_0's poisson: -93.2152 valid_0's huber: 24.5943
[42] valid_0's poisson: -93.3456 valid_0's huber: 24.4782
[43] valid_0's poisson: -93.4751 valid_0's huber: 24.3621
[44] valid_0's poisson: -93.6046 valid_0's huber: 24.2459
[45] valid_0's poisson: -93.7328 valid_0's huber: 24.131
[46] valid_0's poisson: -93.8602 valid_0's huber: 24.0159
[47] valid_0's poisson: -93.9865 valid_0's huber: 23.9017
[48] valid_0's poisson: -94.1126 valid_0's huber: 23.7878
[49] valid_0's poisson: -94.2386 valid_0's huber: 23.6734
[50] valid_0's poisson: -94.3631 valid_0's huber: 23.5603
[51] valid_0's poisson: -94.4875 valid_0's huber: 23.4468
[52] valid_0's poisson: -94.6109 valid_0's huber: 23.3337
[53] valid_0's poisson: -94.7332 valid_0's huber: 23.222
[54] valid_0's poisson: -94.8547 valid_0's huber: 23.1103
[55] valid_0's poisson: -94.9755 valid_0's huber: 22.9998
[56] valid_0's poisson: -95.0955 valid_0's huber: 22.8896
[57] valid_0's poisson: -95.2158 valid_0's huber: 22.7788
[58] valid_0's poisson: -95.3342 valid_0's huber: 22.6696
[59] valid_0's poisson: -95.4518 valid_0's huber: 22.5608
[60] valid_0's poisson: -95.5693 valid_0's huber: 22.4515
[61] valid_0's poisson: -95.6852 valid_0's huber: 22.3437
[62] valid_0's poisson: -95.8004 valid_0's huber: 22.2364
[63] valid_0's poisson: -95.9156 valid_0's huber: 22.1284
[64] valid_0's poisson: -96.0297 valid_0's huber: 22.022
[65] valid_0's poisson: -96.1433 valid_0's huber: 21.9156
[66] valid_0's poisson: -96.2561 valid_0's huber: 21.8097
[67] valid_0's poisson: -96.3682 valid_0's huber: 21.7045
[68] valid_0's poisson: -96.4795 valid_0's huber: 21.5997
[69] valid_0's poisson: -96.589 valid_0's huber: 21.4962
[70] valid_0's poisson: -96.6988 valid_0's huber: 21.3926
[71] valid_0's poisson: -96.8079 valid_0's huber: 21.2897
[72] valid_0's poisson: -96.917 valid_0's huber: 21.1866
[73] valid_0's poisson: -97.0261 valid_0's huber: 21.0837
[74] valid_0's poisson: -97.1337 valid_0's huber: 20.9818
[75] valid_0's poisson: -97.2405 valid_0's huber: 20.8805
[76] valid_0's poisson: -97.347 valid_0's huber: 20.78
[77] valid_0's poisson: -97.4539 valid_0's huber: 20.6782
[78] valid_0's poisson: -97.5594 valid_0's huber: 20.5775
[79] valid_0's poisson: -97.6655 valid_0's huber: 20.4762
[80] valid_0's poisson: -97.7719 valid_0's huber: 20.3739
[81] valid_0's poisson: -97.8765 valid_0's huber: 20.2735
[82] valid_0's poisson: -97.9815 valid_0's huber: 20.1725
[83] valid_0's poisson: -98.0848 valid_0's huber: 20.0718
[84] valid_0's poisson: -98.1875 valid_0's huber: 19.9714
[85] valid_0's poisson: -98.2921 valid_0's huber: 19.8701
[86] valid_0's poisson: -98.3938 valid_0's huber: 19.7703
[87] valid_0's poisson: -98.4961 valid_0's huber: 19.6705
[88] valid_0's poisson: -98.5963 valid_0's huber: 19.5717
[89] valid_0's poisson: -98.696 valid_0's huber: 19.4744
[90] valid_0's poisson: -98.7947 valid_0's huber: 19.3771
[91] valid_0's poisson: -98.8948 valid_0's huber: 19.2798
[92] valid_0's poisson: -98.9926 valid_0's huber: 19.183
[93] valid_0's poisson: -99.091 valid_0's huber: 19.0869
[94] valid_0's poisson: -99.1884 valid_0's huber: 18.9913
[95] valid_0's poisson: -99.2837 valid_0's huber: 18.8969
[96] valid_0's poisson: -99.3794 valid_0's huber: 18.8028
[97] valid_0's poisson: -99.4732 valid_0's huber: 18.7098
[98] valid_0's poisson: -99.5692 valid_0's huber: 18.6142
[99] valid_0's poisson: -99.6626 valid_0's huber: 18.522
[100] valid_0's poisson: -99.7566 valid_0's huber: 18.4273
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3285 valid_0's huber: 29.7494
[2] valid_0's poisson: -87.4924 valid_0's huber: 29.614
[3] valid_0's poisson: -87.6553 valid_0's huber: 29.4791
[4] valid_0's poisson: -87.8127 valid_0's huber: 29.3448
[5] valid_0's poisson: -87.969 valid_0's huber: 29.2111
[6] valid_0's poisson: -88.1291 valid_0's huber: 29.0776
[7] valid_0's poisson: -88.2834 valid_0's huber: 28.9449
[8] valid_0's poisson: -88.4426 valid_0's huber: 28.8113
[9] valid_0's poisson: -88.595 valid_0's huber: 28.6795
[10] valid_0's poisson: -88.7523 valid_0's huber: 28.5469
[11] valid_0's poisson: -88.9034 valid_0's huber: 28.4151
[12] valid_0's poisson: -89.0584 valid_0's huber: 28.2842
[13] valid_0's poisson: -89.2132 valid_0's huber: 28.1529
[14] valid_0's poisson: -89.3668 valid_0's huber: 28.0221
[15] valid_0's poisson: -89.514 valid_0's huber: 27.8927
[16] valid_0's poisson: -89.666 valid_0's huber: 27.7628
[17] valid_0's poisson: -89.8172 valid_0's huber: 27.6332
[18] valid_0's poisson: -89.967 valid_0's huber: 27.5047
[19] valid_0's poisson: -90.1152 valid_0's huber: 27.377
[20] valid_0's poisson: -90.2638 valid_0's huber: 27.2486
[21] valid_0's poisson: -90.4124 valid_0's huber: 27.1198
[22] valid_0's poisson: -90.5594 valid_0's huber: 26.9925
[23] valid_0's poisson: -90.7059 valid_0's huber: 26.8653
[24] valid_0's poisson: -90.8515 valid_0's huber: 26.7386
[25] valid_0's poisson: -90.9958 valid_0's huber: 26.613
[26] valid_0's poisson: -91.1381 valid_0's huber: 26.488
[27] valid_0's poisson: -91.2794 valid_0's huber: 26.3637
[28] valid_0's poisson: -91.4194 valid_0's huber: 26.2408
[29] valid_0's poisson: -91.5598 valid_0's huber: 26.1172
[30] valid_0's poisson: -91.6994 valid_0's huber: 25.9942
[31] valid_0's poisson: -91.838 valid_0's huber: 25.8719
[32] valid_0's poisson: -91.9746 valid_0's huber: 25.751
[33] valid_0's poisson: -92.1116 valid_0's huber: 25.6298
[34] valid_0's poisson: -92.2479 valid_0's huber: 25.509
[35] valid_0's poisson: -92.3825 valid_0's huber: 25.3893
[36] valid_0's poisson: -92.5171 valid_0's huber: 25.2695
[37] valid_0's poisson: -92.6507 valid_0's huber: 25.1505
[38] valid_0's poisson: -92.7828 valid_0's huber: 25.0322
[39] valid_0's poisson: -92.9151 valid_0's huber: 24.9139
[40] valid_0's poisson: -93.0473 valid_0's huber: 24.7957
[41] valid_0's poisson: -93.1779 valid_0's huber: 24.6786
[42] valid_0's poisson: -93.3084 valid_0's huber: 24.5617
[43] valid_0's poisson: -93.4374 valid_0's huber: 24.4457
[44] valid_0's poisson: -93.5663 valid_0's huber: 24.3297
[45] valid_0's poisson: -93.6938 valid_0's huber: 24.2148
[46] valid_0's poisson: -93.8205 valid_0's huber: 24.1003
[47] valid_0's poisson: -93.9473 valid_0's huber: 23.9856
[48] valid_0's poisson: -94.0727 valid_0's huber: 23.8716
[49] valid_0's poisson: -94.1973 valid_0's huber: 23.7582
[50] valid_0's poisson: -94.3218 valid_0's huber: 23.6447
[51] valid_0's poisson: -94.4448 valid_0's huber: 23.5321
[52] valid_0's poisson: -94.5668 valid_0's huber: 23.42
[53] valid_0's poisson: -94.6886 valid_0's huber: 23.308
[54] valid_0's poisson: -94.8091 valid_0's huber: 23.197
[55] valid_0's poisson: -94.9294 valid_0's huber: 23.0859
[56] valid_0's poisson: -95.0485 valid_0's huber: 22.9758
[57] valid_0's poisson: -95.1673 valid_0's huber: 22.8658
[58] valid_0's poisson: -95.2858 valid_0's huber: 22.756
[59] valid_0's poisson: -95.403 valid_0's huber: 22.6471
[60] valid_0's poisson: -95.5204 valid_0's huber: 22.538
[61] valid_0's poisson: -95.6376 valid_0's huber: 22.4293
[62] valid_0's poisson: -95.7538 valid_0's huber: 22.3217
[63] valid_0's poisson: -95.8693 valid_0's huber: 22.2144
[64] valid_0's poisson: -95.9843 valid_0's huber: 22.1077
[65] valid_0's poisson: -96.0985 valid_0's huber: 22.0015
[66] valid_0's poisson: -96.2129 valid_0's huber: 21.895
[67] valid_0's poisson: -96.3264 valid_0's huber: 21.7892
[68] valid_0's poisson: -96.4386 valid_0's huber: 21.6844
[69] valid_0's poisson: -96.5502 valid_0's huber: 21.5802
[70] valid_0's poisson: -96.6615 valid_0's huber: 21.4757
[71] valid_0's poisson: -96.7723 valid_0's huber: 21.3715
[72] valid_0's poisson: -96.8827 valid_0's huber: 21.2675
[73] valid_0's poisson: -96.9922 valid_0's huber: 21.1638
[74] valid_0's poisson: -97.1003 valid_0's huber: 21.0613
[75] valid_0's poisson: -97.2082 valid_0's huber: 20.9587
[76] valid_0's poisson: -97.3151 valid_0's huber: 20.8567
[77] valid_0's poisson: -97.4247 valid_0's huber: 20.7516
[78] valid_0's poisson: -97.5336 valid_0's huber: 20.6469
[79] valid_0's poisson: -97.6397 valid_0's huber: 20.5455
[80] valid_0's poisson: -97.7472 valid_0's huber: 20.4418
[81] valid_0's poisson: -97.854 valid_0's huber: 20.3382
[82] valid_0's poisson: -97.957 valid_0's huber: 20.2387
[83] valid_0's poisson: -98.0619 valid_0's huber: 20.137
[84] valid_0's poisson: -98.1645 valid_0's huber: 20.0375
[85] valid_0's poisson: -98.2674 valid_0's huber: 19.9383
[86] valid_0's poisson: -98.3694 valid_0's huber: 19.8388
[87] valid_0's poisson: -98.4716 valid_0's huber: 19.7392
[88] valid_0's poisson: -98.5733 valid_0's huber: 19.6399
[89] valid_0's poisson: -98.6749 valid_0's huber: 19.5408
[90] valid_0's poisson: -98.7747 valid_0's huber: 19.4429
[91] valid_0's poisson: -98.8739 valid_0's huber: 19.3453
[92] valid_0's poisson: -98.9729 valid_0's huber: 19.2479
[93] valid_0's poisson: -99.0706 valid_0's huber: 19.1514
[94] valid_0's poisson: -99.1666 valid_0's huber: 19.0557
[95] valid_0's poisson: -99.2647 valid_0's huber: 18.9595
[96] valid_0's poisson: -99.361 valid_0's huber: 18.8645
[97] valid_0's poisson: -99.457 valid_0's huber: 18.7688
[98] valid_0's poisson: -99.552 valid_0's huber: 18.675
[99] valid_0's poisson: -99.6462 valid_0's huber: 18.5813
[100] valid_0's poisson: -99.7396 valid_0's huber: 18.4887
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.7021 valid_0's huber: 29.343
[2] valid_0's poisson: -88.224 valid_0's huber: 28.8826
[3] valid_0's poisson: -88.7368 valid_0's huber: 28.4274
[4] valid_0's poisson: -89.2325 valid_0's huber: 27.9775
[5] valid_0's poisson: -89.7218 valid_0's huber: 27.5347
[6] valid_0's poisson: -90.1986 valid_0's huber: 27.0992
[7] valid_0's poisson: -90.6636 valid_0's huber: 26.6652
[8] valid_0's poisson: -91.114 valid_0's huber: 26.243
[9] valid_0's poisson: -91.5599 valid_0's huber: 25.8281
[10] valid_0's poisson: -91.9931 valid_0's huber: 25.4154
[11] valid_0's poisson: -92.4196 valid_0's huber: 25.0038
[12] valid_0's poisson: -92.8332 valid_0's huber: 24.6086
[13] valid_0's poisson: -93.2396 valid_0's huber: 24.2107
[14] valid_0's poisson: -93.6369 valid_0's huber: 23.8216
[15] valid_0's poisson: -94.0271 valid_0's huber: 23.4362
[16] valid_0's poisson: -94.4425 valid_0's huber: 23.0683
[17] valid_0's poisson: -94.8134 valid_0's huber: 22.6964
[18] valid_0's poisson: -95.2008 valid_0's huber: 22.3421
[19] valid_0's poisson: -95.5732 valid_0's huber: 21.9847
[20] valid_0's poisson: -95.9443 valid_0's huber: 21.6309
[21] valid_0's poisson: -96.2832 valid_0's huber: 21.2832
[22] valid_0's poisson: -96.628 valid_0's huber: 20.948
[23] valid_0's poisson: -96.9735 valid_0's huber: 20.613
[24] valid_0's poisson: -97.3066 valid_0's huber: 20.297
[25] valid_0's poisson: -97.6379 valid_0's huber: 19.9898
[26] valid_0's poisson: -97.9544 valid_0's huber: 19.6792
[27] valid_0's poisson: -98.2666 valid_0's huber: 19.3876
[28] valid_0's poisson: -98.5624 valid_0's huber: 19.0787
[29] valid_0's poisson: -98.8444 valid_0's huber: 18.7997
[30] valid_0's poisson: -99.115 valid_0's huber: 18.5327
[31] valid_0's poisson: -99.3813 valid_0's huber: 18.2667
[32] valid_0's poisson: -99.63 valid_0's huber: 18.0059
[33] valid_0's poisson: -99.8706 valid_0's huber: 17.7606
[34] valid_0's poisson: -100.093 valid_0's huber: 17.5215
[35] valid_0's poisson: -100.298 valid_0's huber: 17.2946
[36] valid_0's poisson: -100.487 valid_0's huber: 17.0854
[37] valid_0's poisson: -100.693 valid_0's huber: 16.8848
[38] valid_0's poisson: -100.885 valid_0's huber: 16.6987
[39] valid_0's poisson: -101.062 valid_0's huber: 16.5266
[40] valid_0's poisson: -101.224 valid_0's huber: 16.3697
[41] valid_0's poisson: -101.385 valid_0's huber: 16.2115
[42] valid_0's poisson: -101.519 valid_0's huber: 16.0771
[43] valid_0's poisson: -101.628 valid_0's huber: 15.9548
[44] valid_0's poisson: -101.737 valid_0's huber: 15.8457
[45] valid_0's poisson: -101.825 valid_0's huber: 15.7508
[46] valid_0's poisson: -101.923 valid_0's huber: 15.6553
[47] valid_0's poisson: -102.007 valid_0's huber: 15.569
[48] valid_0's poisson: -102.092 valid_0's huber: 15.488
[49] valid_0's poisson: -102.162 valid_0's huber: 15.4174
[50] valid_0's poisson: -102.159 valid_0's huber: 15.353
[51] valid_0's poisson: -102.2 valid_0's huber: 15.2897
[52] valid_0's poisson: -102.275 valid_0's huber: 15.2318
[53] valid_0's poisson: -102.338 valid_0's huber: 15.1782
[54] valid_0's poisson: -102.359 valid_0's huber: 15.1296
[55] valid_0's poisson: -102.344 valid_0's huber: 15.0724
[56] valid_0's poisson: -102.352 valid_0's huber: 15.0143
[57] valid_0's poisson: -102.393 valid_0's huber: 14.962
[58] valid_0's poisson: -102.428 valid_0's huber: 14.9155
[59] valid_0's poisson: -102.475 valid_0's huber: 14.8684
[60] valid_0's poisson: -102.523 valid_0's huber: 14.8241
[61] valid_0's poisson: -102.576 valid_0's huber: 14.7815
[62] valid_0's poisson: -102.677 valid_0's huber: 14.7344
[63] valid_0's poisson: -102.74 valid_0's huber: 14.6598
[64] valid_0's poisson: -102.863 valid_0's huber: 14.5953
[65] valid_0's poisson: -102.992 valid_0's huber: 14.527
[66] valid_0's poisson: -103.078 valid_0's huber: 14.4672
[67] valid_0's poisson: -103.161 valid_0's huber: 14.4101
[68] valid_0's poisson: -103.212 valid_0's huber: 14.3538
[69] valid_0's poisson: -103.282 valid_0's huber: 14.3022
[70] valid_0's poisson: -103.373 valid_0's huber: 14.2462
[71] valid_0's poisson: -103.454 valid_0's huber: 14.1988
[72] valid_0's poisson: -103.471 valid_0's huber: 14.146
[73] valid_0's poisson: -103.538 valid_0's huber: 14.1021
[74] valid_0's poisson: -103.593 valid_0's huber: 14.0542
[75] valid_0's poisson: -103.666 valid_0's huber: 14.0082
[76] valid_0's poisson: -103.668 valid_0's huber: 13.9642
[77] valid_0's poisson: -103.723 valid_0's huber: 13.9204
[78] valid_0's poisson: -103.774 valid_0's huber: 13.8776
[79] valid_0's poisson: -103.826 valid_0's huber: 13.8367
[80] valid_0's poisson: -103.901 valid_0's huber: 13.8
[81] valid_0's poisson: -103.948 valid_0's huber: 13.7575
[82] valid_0's poisson: -103.982 valid_0's huber: 13.7197
[83] valid_0's poisson: -104.044 valid_0's huber: 13.6822
[84] valid_0's poisson: -104.102 valid_0's huber: 13.6435
[85] valid_0's poisson: -104.141 valid_0's huber: 13.611
[86] valid_0's poisson: -104.131 valid_0's huber: 13.5792
[87] valid_0's poisson: -104.249 valid_0's huber: 13.5443
[88] valid_0's poisson: -104.337 valid_0's huber: 13.5076
[89] valid_0's poisson: -104.372 valid_0's huber: 13.4679
[90] valid_0's poisson: -104.374 valid_0's huber: 13.4379
[91] valid_0's poisson: -104.432 valid_0's huber: 13.4079
[92] valid_0's poisson: -104.481 valid_0's huber: 13.3765
[93] valid_0's poisson: -104.506 valid_0's huber: 13.3475
[94] valid_0's poisson: -104.524 valid_0's huber: 13.3136
[95] valid_0's poisson: -104.537 valid_0's huber: 13.278
[96] valid_0's poisson: -104.605 valid_0's huber: 13.2444
[97] valid_0's poisson: -104.654 valid_0's huber: 13.215
[98] valid_0's poisson: -104.582 valid_0's huber: 13.1911
[99] valid_0's poisson: -104.633 valid_0's huber: 13.1647
[100] valid_0's poisson: -104.619 valid_0's huber: 13.141
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=10, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.7128 valid_0's huber: 29.3338
[2] valid_0's poisson: -88.2378 valid_0's huber: 28.8648
[3] valid_0's poisson: -88.7494 valid_0's huber: 28.4026
[4] valid_0's poisson: -89.2584 valid_0's huber: 27.9436
[5] valid_0's poisson: -89.7488 valid_0's huber: 27.4918
[6] valid_0's poisson: -90.2267 valid_0's huber: 27.0467
[7] valid_0's poisson: -90.6988 valid_0's huber: 26.6108
[8] valid_0's poisson: -91.1611 valid_0's huber: 26.1834
[9] valid_0's poisson: -91.6061 valid_0's huber: 25.7626
[10] valid_0's poisson: -92.0445 valid_0's huber: 25.3507
[11] valid_0's poisson: -92.4679 valid_0's huber: 24.9436
[12] valid_0's poisson: -92.8869 valid_0's huber: 24.5438
[13] valid_0's poisson: -93.2907 valid_0's huber: 24.1511
[14] valid_0's poisson: -93.6878 valid_0's huber: 23.7581
[15] valid_0's poisson: -94.0739 valid_0's huber: 23.3735
[16] valid_0's poisson: -94.4521 valid_0's huber: 22.9978
[17] valid_0's poisson: -94.8205 valid_0's huber: 22.6297
[18] valid_0's poisson: -95.2132 valid_0's huber: 22.2758
[19] valid_0's poisson: -95.5869 valid_0's huber: 21.9211
[20] valid_0's poisson: -95.9483 valid_0's huber: 21.5725
[21] valid_0's poisson: -96.3096 valid_0's huber: 21.2268
[22] valid_0's poisson: -96.6631 valid_0's huber: 20.8991
[23] valid_0's poisson: -97.0055 valid_0's huber: 20.5653
[24] valid_0's poisson: -97.3252 valid_0's huber: 20.2366
[25] valid_0's poisson: -97.6411 valid_0's huber: 19.9264
[26] valid_0's poisson: -97.953 valid_0's huber: 19.6016
[27] valid_0's poisson: -98.2684 valid_0's huber: 19.3088
[28] valid_0's poisson: -98.5631 valid_0's huber: 19.0004
[29] valid_0's poisson: -98.8583 valid_0's huber: 18.7237
[30] valid_0's poisson: -99.1255 valid_0's huber: 18.4424
[31] valid_0's poisson: -99.3914 valid_0's huber: 18.1622
[32] valid_0's poisson: -99.6375 valid_0's huber: 17.9015
[33] valid_0's poisson: -99.868 valid_0's huber: 17.6561
[34] valid_0's poisson: -100.096 valid_0's huber: 17.429
[35] valid_0's poisson: -100.312 valid_0's huber: 17.2097
[36] valid_0's poisson: -100.513 valid_0's huber: 17.0037
[37] valid_0's poisson: -100.717 valid_0's huber: 16.8039
[38] valid_0's poisson: -100.896 valid_0's huber: 16.6217
[39] valid_0's poisson: -101.076 valid_0's huber: 16.4477
[40] valid_0's poisson: -101.243 valid_0's huber: 16.2876
[41] valid_0's poisson: -101.382 valid_0's huber: 16.1378
[42] valid_0's poisson: -101.526 valid_0's huber: 15.9974
[43] valid_0's poisson: -101.634 valid_0's huber: 15.8786
[44] valid_0's poisson: -101.735 valid_0's huber: 15.7717
[45] valid_0's poisson: -101.829 valid_0's huber: 15.6762
[46] valid_0's poisson: -101.848 valid_0's huber: 15.5914
[47] valid_0's poisson: -101.923 valid_0's huber: 15.5079
[48] valid_0's poisson: -102.005 valid_0's huber: 15.4338
[49] valid_0's poisson: -102.024 valid_0's huber: 15.3657
[50] valid_0's poisson: -102.072 valid_0's huber: 15.2912
[51] valid_0's poisson: -102.154 valid_0's huber: 15.2253
[52] valid_0's poisson: -102.205 valid_0's huber: 15.1676
[53] valid_0's poisson: -102.255 valid_0's huber: 15.1096
[54] valid_0's poisson: -102.315 valid_0's huber: 15.056
[55] valid_0's poisson: -102.309 valid_0's huber: 15.0084
[56] valid_0's poisson: -102.404 valid_0's huber: 14.9542
[57] valid_0's poisson: -102.44 valid_0's huber: 14.905
[58] valid_0's poisson: -102.384 valid_0's huber: 14.8566
[59] valid_0's poisson: -102.439 valid_0's huber: 14.7995
[60] valid_0's poisson: -102.508 valid_0's huber: 14.756
[61] valid_0's poisson: -102.569 valid_0's huber: 14.7098
[62] valid_0's poisson: -102.595 valid_0's huber: 14.6684
[63] valid_0's poisson: -102.657 valid_0's huber: 14.6283
[64] valid_0's poisson: -102.72 valid_0's huber: 14.5901
[65] valid_0's poisson: -102.749 valid_0's huber: 14.5513
[66] valid_0's poisson: -102.797 valid_0's huber: 14.5167
[67] valid_0's poisson: -102.871 valid_0's huber: 14.4771
[68] valid_0's poisson: -102.9 valid_0's huber: 14.4351
[69] valid_0's poisson: -102.924 valid_0's huber: 14.387
[70] valid_0's poisson: -102.999 valid_0's huber: 14.3505
[71] valid_0's poisson: -103.013 valid_0's huber: 14.3179
[72] valid_0's poisson: -103.029 valid_0's huber: 14.2867
[73] valid_0's poisson: -103.125 valid_0's huber: 14.2369
[74] valid_0's poisson: -103.153 valid_0's huber: 14.2009
[75] valid_0's poisson: -103.218 valid_0's huber: 14.1649
[76] valid_0's poisson: -103.244 valid_0's huber: 14.1326
[77] valid_0's poisson: -103.343 valid_0's huber: 14.0704
[78] valid_0's poisson: -103.43 valid_0's huber: 14.0147
[79] valid_0's poisson: -103.498 valid_0's huber: 13.9631
[80] valid_0's poisson: -103.63 valid_0's huber: 13.9141
[81] valid_0's poisson: -103.809 valid_0's huber: 13.8654
[82] valid_0's poisson: -103.851 valid_0's huber: 13.8202
[83] valid_0's poisson: -103.909 valid_0's huber: 13.7743
[84] valid_0's poisson: -104.006 valid_0's huber: 13.7235
[85] valid_0's poisson: -104.086 valid_0's huber: 13.6777
[86] valid_0's poisson: -104.146 valid_0's huber: 13.6375
[87] valid_0's poisson: -104.164 valid_0's huber: 13.5974
[88] valid_0's poisson: -104.251 valid_0's huber: 13.5608
[89] valid_0's poisson: -104.313 valid_0's huber: 13.5186
[90] valid_0's poisson: -104.318 valid_0's huber: 13.4858
[91] valid_0's poisson: -104.36 valid_0's huber: 13.4499
[92] valid_0's poisson: -104.405 valid_0's huber: 13.4176
[93] valid_0's poisson: -104.417 valid_0's huber: 13.3885
[94] valid_0's poisson: -104.427 valid_0's huber: 13.3578
[95] valid_0's poisson: -104.472 valid_0's huber: 13.3252
[96] valid_0's poisson: -104.506 valid_0's huber: 13.2977
[97] valid_0's poisson: -104.55 valid_0's huber: 13.2619
[98] valid_0's poisson: -104.584 valid_0's huber: 13.2347
[99] valid_0's poisson: -104.64 valid_0's huber: 13.205
[100] valid_0's poisson: -104.645 valid_0's huber: 13.1715
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=10, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.7016 valid_0's huber: 29.371
[2] valid_0's poisson: -88.2205 valid_0's huber: 28.9069
[3] valid_0's poisson: -88.7351 valid_0's huber: 28.4484
[4] valid_0's poisson: -89.2314 valid_0's huber: 27.9967
[5] valid_0's poisson: -89.721 valid_0's huber: 27.5528
[6] valid_0's poisson: -90.202 valid_0's huber: 27.1137
[7] valid_0's poisson: -90.6669 valid_0's huber: 26.6819
[8] valid_0's poisson: -91.1246 valid_0's huber: 26.2589
[9] valid_0's poisson: -91.5706 valid_0's huber: 25.8441
[10] valid_0's poisson: -92.0111 valid_0's huber: 25.4238
[11] valid_0's poisson: -92.4394 valid_0's huber: 25.011
[12] valid_0's poisson: -92.8515 valid_0's huber: 24.6171
[13] valid_0's poisson: -93.2809 valid_0's huber: 24.2228
[14] valid_0's poisson: -93.7007 valid_0's huber: 23.8354
[15] valid_0's poisson: -94.0879 valid_0's huber: 23.4504
[16] valid_0's poisson: -94.4976 valid_0's huber: 23.0834
[17] valid_0's poisson: -94.8868 valid_0's huber: 22.7154
[18] valid_0's poisson: -95.2479 valid_0's huber: 22.3518
[19] valid_0's poisson: -95.6257 valid_0's huber: 22.007
[20] valid_0's poisson: -95.995 valid_0's huber: 21.6537
[21] valid_0's poisson: -96.3479 valid_0's huber: 21.3096
[22] valid_0's poisson: -96.698 valid_0's huber: 20.9684
[23] valid_0's poisson: -97.0243 valid_0's huber: 20.6375
[24] valid_0's poisson: -97.3508 valid_0's huber: 20.2981
[25] valid_0's poisson: -97.6869 valid_0's huber: 19.9857
[26] valid_0's poisson: -98.0152 valid_0's huber: 19.6789
[27] valid_0's poisson: -98.3146 valid_0's huber: 19.3796
[28] valid_0's poisson: -98.6054 valid_0's huber: 19.0729
[29] valid_0's poisson: -98.9022 valid_0's huber: 18.7962
[30] valid_0's poisson: -99.1757 valid_0's huber: 18.5074
[31] valid_0's poisson: -99.443 valid_0's huber: 18.2281
[32] valid_0's poisson: -99.6993 valid_0's huber: 17.97
[33] valid_0's poisson: -99.9408 valid_0's huber: 17.7164
[34] valid_0's poisson: -100.162 valid_0's huber: 17.477
[35] valid_0's poisson: -100.379 valid_0's huber: 17.2553
[36] valid_0's poisson: -100.584 valid_0's huber: 17.0445
[37] valid_0's poisson: -100.789 valid_0's huber: 16.8424
[38] valid_0's poisson: -100.972 valid_0's huber: 16.6548
[39] valid_0's poisson: -101.154 valid_0's huber: 16.4787
[40] valid_0's poisson: -101.319 valid_0's huber: 16.3176
[41] valid_0's poisson: -101.472 valid_0's huber: 16.1626
[42] valid_0's poisson: -101.613 valid_0's huber: 16.0271
[43] valid_0's poisson: -101.729 valid_0's huber: 15.9062
[44] valid_0's poisson: -101.811 valid_0's huber: 15.7966
[45] valid_0's poisson: -101.911 valid_0's huber: 15.6969
[46] valid_0's poisson: -101.933 valid_0's huber: 15.6119
[47] valid_0's poisson: -102.014 valid_0's huber: 15.5221
[48] valid_0's poisson: -102.068 valid_0's huber: 15.4431
[49] valid_0's poisson: -102.132 valid_0's huber: 15.37
[50] valid_0's poisson: -102.173 valid_0's huber: 15.301
[51] valid_0's poisson: -102.226 valid_0's huber: 15.2404
[52] valid_0's poisson: -102.279 valid_0's huber: 15.1827
[53] valid_0's poisson: -102.347 valid_0's huber: 15.1193
[54] valid_0's poisson: -102.43 valid_0's huber: 15.0544
[55] valid_0's poisson: -102.393 valid_0's huber: 15.0063
[56] valid_0's poisson: -102.549 valid_0's huber: 14.9484
[57] valid_0's poisson: -102.602 valid_0's huber: 14.8865
[58] valid_0's poisson: -102.65 valid_0's huber: 14.8271
[59] valid_0's poisson: -102.69 valid_0's huber: 14.7724
[60] valid_0's poisson: -102.675 valid_0's huber: 14.7204
[61] valid_0's poisson: -102.734 valid_0's huber: 14.6711
[62] valid_0's poisson: -102.78 valid_0's huber: 14.6248
[63] valid_0's poisson: -102.844 valid_0's huber: 14.5817
[64] valid_0's poisson: -102.978 valid_0's huber: 14.5135
[65] valid_0's poisson: -103.058 valid_0's huber: 14.4499
[66] valid_0's poisson: -103.148 valid_0's huber: 14.3905
[67] valid_0's poisson: -103.224 valid_0's huber: 14.3337
[68] valid_0's poisson: -103.303 valid_0's huber: 14.283
[69] valid_0's poisson: -103.307 valid_0's huber: 14.2316
[70] valid_0's poisson: -103.379 valid_0's huber: 14.1853
[71] valid_0's poisson: -103.431 valid_0's huber: 14.1394
[72] valid_0's poisson: -103.477 valid_0's huber: 14.0954
[73] valid_0's poisson: -103.593 valid_0's huber: 14.0527
[74] valid_0's poisson: -103.651 valid_0's huber: 14.0081
[75] valid_0's poisson: -103.656 valid_0's huber: 13.9712
[76] valid_0's poisson: -103.877 valid_0's huber: 13.926
[77] valid_0's poisson: -103.908 valid_0's huber: 13.8835
[78] valid_0's poisson: -103.942 valid_0's huber: 13.8411
[79] valid_0's poisson: -104 valid_0's huber: 13.8035
[80] valid_0's poisson: -104.042 valid_0's huber: 13.7641
[81] valid_0's poisson: -104.043 valid_0's huber: 13.729
[82] valid_0's poisson: -104.112 valid_0's huber: 13.6855
[83] valid_0's poisson: -104.103 valid_0's huber: 13.6496
[84] valid_0's poisson: -104.179 valid_0's huber: 13.6172
[85] valid_0's poisson: -104.218 valid_0's huber: 13.5829
[86] valid_0's poisson: -104.273 valid_0's huber: 13.5469
[87] valid_0's poisson: -104.278 valid_0's huber: 13.5133
[88] valid_0's poisson: -104.319 valid_0's huber: 13.4801
[89] valid_0's poisson: -104.303 valid_0's huber: 13.4512
[90] valid_0's poisson: -104.389 valid_0's huber: 13.4203
[91] valid_0's poisson: -104.38 valid_0's huber: 13.3897
[92] valid_0's poisson: -104.407 valid_0's huber: 13.3614
[93] valid_0's poisson: -104.467 valid_0's huber: 13.3341
[94] valid_0's poisson: -104.499 valid_0's huber: 13.3074
[95] valid_0's poisson: -104.506 valid_0's huber: 13.2825
[96] valid_0's poisson: -104.558 valid_0's huber: 13.2489
[97] valid_0's poisson: -104.594 valid_0's huber: 13.2203
[98] valid_0's poisson: -104.595 valid_0's huber: 13.1961
[99] valid_0's poisson: -104.624 valid_0's huber: 13.1687
[100] valid_0's poisson: -104.636 valid_0's huber: 13.1443
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=10, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.7067 valid_0's huber: 29.324
[2] valid_0's poisson: -88.2242 valid_0's huber: 28.8626
[3] valid_0's poisson: -88.7367 valid_0's huber: 28.4071
[4] valid_0's poisson: -89.2361 valid_0's huber: 27.9593
[5] valid_0's poisson: -89.7209 valid_0's huber: 27.5155
[6] valid_0's poisson: -90.1951 valid_0's huber: 27.077
[7] valid_0's poisson: -90.6624 valid_0's huber: 26.6474
[8] valid_0's poisson: -91.1224 valid_0's huber: 26.2144
[9] valid_0's poisson: -91.5656 valid_0's huber: 25.8017
[10] valid_0's poisson: -92.0018 valid_0's huber: 25.3836
[11] valid_0's poisson: -92.4253 valid_0's huber: 24.9787
[12] valid_0's poisson: -92.8427 valid_0's huber: 24.5808
[13] valid_0's poisson: -93.2726 valid_0's huber: 24.1867
[14] valid_0's poisson: -93.6716 valid_0's huber: 23.7941
[15] valid_0's poisson: -94.087 valid_0's huber: 23.4226
[16] valid_0's poisson: -94.4877 valid_0's huber: 23.0483
[17] valid_0's poisson: -94.8647 valid_0's huber: 22.6802
[18] valid_0's poisson: -95.246 valid_0's huber: 22.3183
[19] valid_0's poisson: -95.603 valid_0's huber: 21.9588
[20] valid_0's poisson: -95.9705 valid_0's huber: 21.6063
[21] valid_0's poisson: -96.3357 valid_0's huber: 21.27
[22] valid_0's poisson: -96.6787 valid_0's huber: 20.9344
[23] valid_0's poisson: -97.0106 valid_0's huber: 20.6083
[24] valid_0's poisson: -97.3322 valid_0's huber: 20.2895
[25] valid_0's poisson: -97.6531 valid_0's huber: 19.9861
[26] valid_0's poisson: -97.9646 valid_0's huber: 19.6604
[27] valid_0's poisson: -98.2633 valid_0's huber: 19.3456
[28] valid_0's poisson: -98.5704 valid_0's huber: 19.0614
[29] valid_0's poisson: -98.853 valid_0's huber: 18.7637
[30] valid_0's poisson: -99.1428 valid_0's huber: 18.4976
[31] valid_0's poisson: -99.3954 valid_0's huber: 18.2266
[32] valid_0's poisson: -99.6472 valid_0's huber: 17.9727
[33] valid_0's poisson: -99.8862 valid_0's huber: 17.7298
[34] valid_0's poisson: -100.106 valid_0's huber: 17.4903
[35] valid_0's poisson: -100.311 valid_0's huber: 17.2625
[36] valid_0's poisson: -100.512 valid_0's huber: 17.0557
[37] valid_0's poisson: -100.713 valid_0's huber: 16.8575
[38] valid_0's poisson: -100.899 valid_0's huber: 16.6748
[39] valid_0's poisson: -101.073 valid_0's huber: 16.5002
[40] valid_0's poisson: -101.236 valid_0's huber: 16.342
[41] valid_0's poisson: -101.385 valid_0's huber: 16.1988
[42] valid_0's poisson: -101.514 valid_0's huber: 16.067
[43] valid_0's poisson: -101.542 valid_0's huber: 15.947
[44] valid_0's poisson: -101.643 valid_0's huber: 15.843
[45] valid_0's poisson: -101.741 valid_0's huber: 15.7447
[46] valid_0's poisson: -101.756 valid_0's huber: 15.6572
[47] valid_0's poisson: -101.847 valid_0's huber: 15.5708
[48] valid_0's poisson: -101.979 valid_0's huber: 15.494
[49] valid_0's poisson: -102.067 valid_0's huber: 15.4267
[50] valid_0's poisson: -102.124 valid_0's huber: 15.3584
[51] valid_0's poisson: -102.202 valid_0's huber: 15.3025
[52] valid_0's poisson: -102.232 valid_0's huber: 15.2447
[53] valid_0's poisson: -102.268 valid_0's huber: 15.1939
[54] valid_0's poisson: -102.349 valid_0's huber: 15.129
[55] valid_0's poisson: -102.377 valid_0's huber: 15.0689
[56] valid_0's poisson: -102.373 valid_0's huber: 15.0134
[57] valid_0's poisson: -102.363 valid_0's huber: 14.9701
[58] valid_0's poisson: -102.437 valid_0's huber: 14.9209
[59] valid_0's poisson: -102.535 valid_0's huber: 14.8691
[60] valid_0's poisson: -102.567 valid_0's huber: 14.8166
[61] valid_0's poisson: -102.604 valid_0's huber: 14.769
[62] valid_0's poisson: -102.653 valid_0's huber: 14.724
[63] valid_0's poisson: -102.698 valid_0's huber: 14.6802
[64] valid_0's poisson: -102.696 valid_0's huber: 14.643
[65] valid_0's poisson: -102.72 valid_0's huber: 14.6061
[66] valid_0's poisson: -102.766 valid_0's huber: 14.5685
[67] valid_0's poisson: -102.833 valid_0's huber: 14.5328
[68] valid_0's poisson: -102.846 valid_0's huber: 14.498
[69] valid_0's poisson: -102.845 valid_0's huber: 14.468
[70] valid_0's poisson: -102.866 valid_0's huber: 14.435
[71] valid_0's poisson: -102.919 valid_0's huber: 14.3964
[72] valid_0's poisson: -103.024 valid_0's huber: 14.348
[73] valid_0's poisson: -103.139 valid_0's huber: 14.3005
[74] valid_0's poisson: -103.176 valid_0's huber: 14.26
[75] valid_0's poisson: -103.213 valid_0's huber: 14.2213
[76] valid_0's poisson: -103.259 valid_0's huber: 14.1864
[77] valid_0's poisson: -103.323 valid_0's huber: 14.1526
[78] valid_0's poisson: -103.339 valid_0's huber: 14.1095
[79] valid_0's poisson: -103.399 valid_0's huber: 14.0657
[80] valid_0's poisson: -103.463 valid_0's huber: 14.0253
[81] valid_0's poisson: -103.485 valid_0's huber: 13.9873
[82] valid_0's poisson: -103.52 valid_0's huber: 13.957
[83] valid_0's poisson: -103.622 valid_0's huber: 13.9197
[84] valid_0's poisson: -103.703 valid_0's huber: 13.8845
[85] valid_0's poisson: -103.754 valid_0's huber: 13.8505
[86] valid_0's poisson: -103.729 valid_0's huber: 13.8197
[87] valid_0's poisson: -103.804 valid_0's huber: 13.7676
[88] valid_0's poisson: -103.92 valid_0's huber: 13.7203
[89] valid_0's poisson: -103.954 valid_0's huber: 13.6889
[90] valid_0's poisson: -103.935 valid_0's huber: 13.6591
[91] valid_0's poisson: -103.952 valid_0's huber: 13.6314
[92] valid_0's poisson: -103.98 valid_0's huber: 13.5978
[93] valid_0's poisson: -103.998 valid_0's huber: 13.5651
[94] valid_0's poisson: -104.059 valid_0's huber: 13.5392
[95] valid_0's poisson: -104.094 valid_0's huber: 13.5091
[96] valid_0's poisson: -104.107 valid_0's huber: 13.4815
[97] valid_0's poisson: -104.153 valid_0's huber: 13.4383
[98] valid_0's poisson: -104.23 valid_0's huber: 13.4017
[99] valid_0's poisson: -104.293 valid_0's huber: 13.3772
[100] valid_0's poisson: -104.379 valid_0's huber: 13.3382
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=10, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.7 valid_0's huber: 29.415
[2] valid_0's poisson: -88.2172 valid_0's huber: 28.9517
[3] valid_0's poisson: -88.7305 valid_0's huber: 28.4936
[4] valid_0's poisson: -89.2322 valid_0's huber: 28.0425
[5] valid_0's poisson: -89.7164 valid_0's huber: 27.5968
[6] valid_0's poisson: -90.1971 valid_0's huber: 27.1568
[7] valid_0's poisson: -90.667 valid_0's huber: 26.7244
[8] valid_0's poisson: -91.1218 valid_0's huber: 26.2971
[9] valid_0's poisson: -91.5642 valid_0's huber: 25.8799
[10] valid_0's poisson: -92.0045 valid_0's huber: 25.4593
[11] valid_0's poisson: -92.4201 valid_0's huber: 25.0567
[12] valid_0's poisson: -92.8369 valid_0's huber: 24.6588
[13] valid_0's poisson: -93.2454 valid_0's huber: 24.2584
[14] valid_0's poisson: -93.6663 valid_0's huber: 23.8809
[15] valid_0's poisson: -94.0775 valid_0's huber: 23.4976
[16] valid_0's poisson: -94.4791 valid_0's huber: 23.1202
[17] valid_0's poisson: -94.8526 valid_0's huber: 22.752
[18] valid_0's poisson: -95.2255 valid_0's huber: 22.381
[19] valid_0's poisson: -95.6031 valid_0's huber: 22.0225
[20] valid_0's poisson: -95.9694 valid_0's huber: 21.6713
[21] valid_0's poisson: -96.3058 valid_0's huber: 21.3247
[22] valid_0's poisson: -96.6578 valid_0's huber: 20.9934
[23] valid_0's poisson: -96.9928 valid_0's huber: 20.6631
[24] valid_0's poisson: -97.3176 valid_0's huber: 20.3404
[25] valid_0's poisson: -97.6307 valid_0's huber: 20.0296
[26] valid_0's poisson: -97.9343 valid_0's huber: 19.7255
[27] valid_0's poisson: -98.2346 valid_0's huber: 19.4081
[28] valid_0's poisson: -98.5341 valid_0's huber: 19.1253
[29] valid_0's poisson: -98.8062 valid_0's huber: 18.85
[30] valid_0's poisson: -99.0825 valid_0's huber: 18.5854
[31] valid_0's poisson: -99.333 valid_0's huber: 18.3112
[32] valid_0's poisson: -99.5838 valid_0's huber: 18.0539
[33] valid_0's poisson: -99.8202 valid_0's huber: 17.8075
[34] valid_0's poisson: -100.063 valid_0's huber: 17.5568
[35] valid_0's poisson: -100.267 valid_0's huber: 17.3313
[36] valid_0's poisson: -100.471 valid_0's huber: 17.1192
[37] valid_0's poisson: -100.662 valid_0's huber: 16.9249
[38] valid_0's poisson: -100.851 valid_0's huber: 16.7381
[39] valid_0's poisson: -101.019 valid_0's huber: 16.5683
[40] valid_0's poisson: -101.185 valid_0's huber: 16.4058
[41] valid_0's poisson: -101.337 valid_0's huber: 16.2587
[42] valid_0's poisson: -101.467 valid_0's huber: 16.1262
[43] valid_0's poisson: -101.577 valid_0's huber: 16.0043
[44] valid_0's poisson: -101.6 valid_0's huber: 15.8971
[45] valid_0's poisson: -101.688 valid_0's huber: 15.8006
[46] valid_0's poisson: -101.785 valid_0's huber: 15.7084
[47] valid_0's poisson: -101.872 valid_0's huber: 15.6326
[48] valid_0's poisson: -101.938 valid_0's huber: 15.5533
[49] valid_0's poisson: -102.003 valid_0's huber: 15.4821
[50] valid_0's poisson: -102.046 valid_0's huber: 15.415
[51] valid_0's poisson: -102.109 valid_0's huber: 15.3568
[52] valid_0's poisson: -102.171 valid_0's huber: 15.3026
[53] valid_0's poisson: -102.21 valid_0's huber: 15.2327
[54] valid_0's poisson: -102.256 valid_0's huber: 15.1818
[55] valid_0's poisson: -102.334 valid_0's huber: 15.1212
[56] valid_0's poisson: -102.367 valid_0's huber: 15.0643
[57] valid_0's poisson: -102.358 valid_0's huber: 15.011
[58] valid_0's poisson: -102.428 valid_0's huber: 14.9631
[59] valid_0's poisson: -102.456 valid_0's huber: 14.9167
[60] valid_0's poisson: -102.466 valid_0's huber: 14.8713
[61] valid_0's poisson: -102.51 valid_0's huber: 14.8371
[62] valid_0's poisson: -102.612 valid_0's huber: 14.7908
[63] valid_0's poisson: -102.714 valid_0's huber: 14.7493
[64] valid_0's poisson: -102.719 valid_0's huber: 14.711
[65] valid_0's poisson: -102.763 valid_0's huber: 14.6678
[66] valid_0's poisson: -102.836 valid_0's huber: 14.6265
[67] valid_0's poisson: -102.857 valid_0's huber: 14.5875
[68] valid_0's poisson: -102.884 valid_0's huber: 14.5497
[69] valid_0's poisson: -102.918 valid_0's huber: 14.5152
[70] valid_0's poisson: -102.987 valid_0's huber: 14.4792
[71] valid_0's poisson: -103.036 valid_0's huber: 14.4435
[72] valid_0's poisson: -103.1 valid_0's huber: 14.4131
[73] valid_0's poisson: -103.117 valid_0's huber: 14.3806
[74] valid_0's poisson: -103.123 valid_0's huber: 14.3509
[75] valid_0's poisson: -103.123 valid_0's huber: 14.3176
[76] valid_0's poisson: -103.152 valid_0's huber: 14.2865
[77] valid_0's poisson: -103.137 valid_0's huber: 14.2561
[78] valid_0's poisson: -103.105 valid_0's huber: 14.2263
[79] valid_0's poisson: -103.177 valid_0's huber: 14.1929
[80] valid_0's poisson: -103.322 valid_0's huber: 14.1411
[81] valid_0's poisson: -103.379 valid_0's huber: 14.0893
[82] valid_0's poisson: -103.412 valid_0's huber: 14.0424
[83] valid_0's poisson: -103.551 valid_0's huber: 13.9996
[84] valid_0's poisson: -103.588 valid_0's huber: 13.9547
[85] valid_0's poisson: -103.645 valid_0's huber: 13.9157
[86] valid_0's poisson: -103.768 valid_0's huber: 13.8722
[87] valid_0's poisson: -103.735 valid_0's huber: 13.8337
[88] valid_0's poisson: -103.758 valid_0's huber: 13.7994
[89] valid_0's poisson: -103.827 valid_0's huber: 13.7674
[90] valid_0's poisson: -103.896 valid_0's huber: 13.7343
[91] valid_0's poisson: -103.928 valid_0's huber: 13.7036
[92] valid_0's poisson: -103.979 valid_0's huber: 13.672
[93] valid_0's poisson: -103.973 valid_0's huber: 13.642
[94] valid_0's poisson: -104.008 valid_0's huber: 13.6127
[95] valid_0's poisson: -104.045 valid_0's huber: 13.584
[96] valid_0's poisson: -104.055 valid_0's huber: 13.5597
[97] valid_0's poisson: -104.05 valid_0's huber: 13.5355
[98] valid_0's poisson: -104.121 valid_0's huber: 13.5064
[99] valid_0's poisson: -104.248 valid_0's huber: 13.4491
[100] valid_0's poisson: -104.269 valid_0's huber: 13.3989
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=10, learning_rate=1.0, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6363 valid_0's huber: 29.3906
[2] valid_0's poisson: -88.0886 valid_0's huber: 28.9764
[3] valid_0's poisson: -88.5303 valid_0's huber: 28.5691
[4] valid_0's poisson: -88.9618 valid_0's huber: 28.1683
[5] valid_0's poisson: -89.3858 valid_0's huber: 27.7726
[6] valid_0's poisson: -89.7964 valid_0's huber: 27.3845
[7] valid_0's poisson: -90.1981 valid_0's huber: 27.0039
[8] valid_0's poisson: -90.5899 valid_0's huber: 26.6302
[9] valid_0's poisson: -90.9725 valid_0's huber: 26.2623
[10] valid_0's poisson: -91.3505 valid_0's huber: 25.8988
[11] valid_0's poisson: -91.7187 valid_0's huber: 25.5389
[12] valid_0's poisson: -92.082 valid_0's huber: 25.176
[13] valid_0's poisson: -92.435 valid_0's huber: 24.8265
[14] valid_0's poisson: -92.7753 valid_0's huber: 24.4851
[15] valid_0's poisson: -93.1162 valid_0's huber: 24.1395
[16] valid_0's poisson: -93.4465 valid_0's huber: 23.8078
[17] valid_0's poisson: -93.7681 valid_0's huber: 23.4828
[18] valid_0's poisson: -94.0851 valid_0's huber: 23.157
[19] valid_0's poisson: -94.3919 valid_0's huber: 22.8435
[20] valid_0's poisson: -94.6898 valid_0's huber: 22.5268
[21] valid_0's poisson: -94.979 valid_0's huber: 22.2275
[22] valid_0's poisson: -95.263 valid_0's huber: 21.9283
[23] valid_0's poisson: -95.5383 valid_0's huber: 21.6447
[24] valid_0's poisson: -95.8033 valid_0's huber: 21.361
[25] valid_0's poisson: -96.0581 valid_0's huber: 21.0889
[26] valid_0's poisson: -96.3049 valid_0's huber: 20.8297
[27] valid_0's poisson: -96.5393 valid_0's huber: 20.5803
[28] valid_0's poisson: -96.7761 valid_0's huber: 20.3262
[29] valid_0's poisson: -96.995 valid_0's huber: 20.0872
[30] valid_0's poisson: -97.2021 valid_0's huber: 19.8525
[31] valid_0's poisson: -97.3979 valid_0's huber: 19.6315
[32] valid_0's poisson: -97.5804 valid_0's huber: 19.4205
[33] valid_0's poisson: -97.754 valid_0's huber: 19.2208
[34] valid_0's poisson: -97.9178 valid_0's huber: 19.0317
[35] valid_0's poisson: -98.0682 valid_0's huber: 18.8486
[36] valid_0's poisson: -98.2142 valid_0's huber: 18.6755
[37] valid_0's poisson: -98.3542 valid_0's huber: 18.5117
[38] valid_0's poisson: -98.4775 valid_0's huber: 18.3559
[39] valid_0's poisson: -98.6343 valid_0's huber: 18.2088
[40] valid_0's poisson: -98.7739 valid_0's huber: 18.0612
[41] valid_0's poisson: -98.916 valid_0's huber: 17.9318
[42] valid_0's poisson: -99.0475 valid_0's huber: 17.7973
[43] valid_0's poisson: -99.1736 valid_0's huber: 17.6845
[44] valid_0's poisson: -99.2694 valid_0's huber: 17.579
[45] valid_0's poisson: -99.3573 valid_0's huber: 17.4883
[46] valid_0's poisson: -99.4414 valid_0's huber: 17.4041
[47] valid_0's poisson: -99.5339 valid_0's huber: 17.3019
[48] valid_0's poisson: -99.4493 valid_0's huber: 17.2116
[49] valid_0's poisson: -99.5262 valid_0's huber: 17.131
[50] valid_0's poisson: -99.5812 valid_0's huber: 17.0542
[51] valid_0's poisson: -99.6474 valid_0's huber: 16.9847
[52] valid_0's poisson: -99.5878 valid_0's huber: 16.9227
[53] valid_0's poisson: -99.661 valid_0's huber: 16.8602
[54] valid_0's poisson: -99.7222 valid_0's huber: 16.8004
[55] valid_0's poisson: -99.8081 valid_0's huber: 16.7478
[56] valid_0's poisson: -99.8825 valid_0's huber: 16.7005
[57] valid_0's poisson: -99.8969 valid_0's huber: 16.6497
[58] valid_0's poisson: -99.9719 valid_0's huber: 16.5954
[59] valid_0's poisson: -99.8998 valid_0's huber: 16.5501
[60] valid_0's poisson: -99.9705 valid_0's huber: 16.5004
[61] valid_0's poisson: -100.035 valid_0's huber: 16.4485
[62] valid_0's poisson: -100.128 valid_0's huber: 16.3937
[63] valid_0's poisson: -100.178 valid_0's huber: 16.3411
[64] valid_0's poisson: -100.24 valid_0's huber: 16.2999
[65] valid_0's poisson: -100.323 valid_0's huber: 16.2555
[66] valid_0's poisson: -100.44 valid_0's huber: 16.2215
[67] valid_0's poisson: -100.45 valid_0's huber: 16.1774
[68] valid_0's poisson: -100.523 valid_0's huber: 16.1315
[69] valid_0's poisson: -100.572 valid_0's huber: 16.0972
[70] valid_0's poisson: -100.658 valid_0's huber: 16.0553
[71] valid_0's poisson: -100.72 valid_0's huber: 16.0272
[72] valid_0's poisson: -100.806 valid_0's huber: 15.9865
[73] valid_0's poisson: -100.843 valid_0's huber: 15.947
[74] valid_0's poisson: -100.899 valid_0's huber: 15.9218
[75] valid_0's poisson: -100.935 valid_0's huber: 15.886
[76] valid_0's poisson: -101.116 valid_0's huber: 15.8439
[77] valid_0's poisson: -101.133 valid_0's huber: 15.8074
[78] valid_0's poisson: -101.168 valid_0's huber: 15.7736
[79] valid_0's poisson: -101.155 valid_0's huber: 15.736
[80] valid_0's poisson: -101.177 valid_0's huber: 15.7029
[81] valid_0's poisson: -101.25 valid_0's huber: 15.6727
[82] valid_0's poisson: -101.265 valid_0's huber: 15.6501
[83] valid_0's poisson: -101.346 valid_0's huber: 15.6161
[84] valid_0's poisson: -101.363 valid_0's huber: 15.5861
[85] valid_0's poisson: -101.4 valid_0's huber: 15.5554
[86] valid_0's poisson: -101.309 valid_0's huber: 15.5243
[87] valid_0's poisson: -101.496 valid_0's huber: 15.505
[88] valid_0's poisson: -101.521 valid_0's huber: 15.4788
[89] valid_0's poisson: -101.557 valid_0's huber: 15.4534
[90] valid_0's poisson: -101.541 valid_0's huber: 15.4265
[91] valid_0's poisson: -101.482 valid_0's huber: 15.395
[92] valid_0's poisson: -101.35 valid_0's huber: 15.3661
[93] valid_0's poisson: -101.395 valid_0's huber: 15.3437
[94] valid_0's poisson: -101.424 valid_0's huber: 15.3272
[95] valid_0's poisson: -101.434 valid_0's huber: 15.3017
[96] valid_0's poisson: -101.466 valid_0's huber: 15.279
[97] valid_0's poisson: -101.485 valid_0's huber: 15.2562
[98] valid_0's poisson: -101.568 valid_0's huber: 15.2297
[99] valid_0's poisson: -101.588 valid_0's huber: 15.2046
[100] valid_0's poisson: -101.62 valid_0's huber: 15.1884
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6312 valid_0's huber: 29.3876
[2] valid_0's poisson: -88.0754 valid_0's huber: 28.9735
[3] valid_0's poisson: -88.5278 valid_0's huber: 28.5584
[4] valid_0's poisson: -88.9689 valid_0's huber: 28.1503
[5] valid_0's poisson: -89.3991 valid_0's huber: 27.7486
[6] valid_0's poisson: -89.8186 valid_0's huber: 27.3541
[7] valid_0's poisson: -90.2272 valid_0's huber: 26.967
[8] valid_0's poisson: -90.6258 valid_0's huber: 26.5876
[9] valid_0's poisson: -91.0141 valid_0's huber: 26.2156
[10] valid_0's poisson: -91.391 valid_0's huber: 25.8478
[11] valid_0's poisson: -91.7599 valid_0's huber: 25.4893
[12] valid_0's poisson: -92.1182 valid_0's huber: 25.1336
[13] valid_0's poisson: -92.4703 valid_0's huber: 24.7763
[14] valid_0's poisson: -92.8177 valid_0's huber: 24.43
[15] valid_0's poisson: -93.1566 valid_0's huber: 24.0904
[16] valid_0's poisson: -93.4862 valid_0's huber: 23.7515
[17] valid_0's poisson: -93.8106 valid_0's huber: 23.4231
[18] valid_0's poisson: -94.1217 valid_0's huber: 23.1032
[19] valid_0's poisson: -94.4316 valid_0's huber: 22.7911
[20] valid_0's poisson: -94.7292 valid_0's huber: 22.4753
[21] valid_0's poisson: -95.0226 valid_0's huber: 22.173
[22] valid_0's poisson: -95.3029 valid_0's huber: 21.8732
[23] valid_0's poisson: -95.5784 valid_0's huber: 21.5896
[24] valid_0's poisson: -95.84 valid_0's huber: 21.3092
[25] valid_0's poisson: -96.0909 valid_0's huber: 21.0366
[26] valid_0's poisson: -96.3303 valid_0's huber: 20.7703
[27] valid_0's poisson: -96.5776 valid_0's huber: 20.5172
[28] valid_0's poisson: -96.8148 valid_0's huber: 20.2633
[29] valid_0's poisson: -97.0366 valid_0's huber: 20.0201
[30] valid_0's poisson: -97.241 valid_0's huber: 19.7896
[31] valid_0's poisson: -97.4384 valid_0's huber: 19.5707
[32] valid_0's poisson: -97.6147 valid_0's huber: 19.361
[33] valid_0's poisson: -97.7919 valid_0's huber: 19.1622
[34] valid_0's poisson: -97.9507 valid_0's huber: 18.9716
[35] valid_0's poisson: -98.1049 valid_0's huber: 18.7921
[36] valid_0's poisson: -98.2706 valid_0's huber: 18.6087
[37] valid_0's poisson: -98.4086 valid_0's huber: 18.4433
[38] valid_0's poisson: -98.5364 valid_0's huber: 18.2876
[39] valid_0's poisson: -98.6704 valid_0's huber: 18.1397
[40] valid_0's poisson: -98.8179 valid_0's huber: 17.98
[41] valid_0's poisson: -98.9577 valid_0's huber: 17.8289
[42] valid_0's poisson: -99.0983 valid_0's huber: 17.7
[43] valid_0's poisson: -99.2166 valid_0's huber: 17.5716
[44] valid_0's poisson: -99.3133 valid_0's huber: 17.4618
[45] valid_0's poisson: -99.428 valid_0's huber: 17.364
[46] valid_0's poisson: -99.4086 valid_0's huber: 17.2796
[47] valid_0's poisson: -99.5118 valid_0's huber: 17.1808
[48] valid_0's poisson: -99.5207 valid_0's huber: 17.0942
[49] valid_0's poisson: -99.5949 valid_0's huber: 17.0172
[50] valid_0's poisson: -99.6736 valid_0's huber: 16.9426
[51] valid_0's poisson: -99.7562 valid_0's huber: 16.8788
[52] valid_0's poisson: -99.824 valid_0's huber: 16.8147
[53] valid_0's poisson: -99.8482 valid_0's huber: 16.7543
[54] valid_0's poisson: -99.9281 valid_0's huber: 16.7012
[55] valid_0's poisson: -99.9914 valid_0's huber: 16.6484
[56] valid_0's poisson: -100.038 valid_0's huber: 16.5949
[57] valid_0's poisson: -100.092 valid_0's huber: 16.5414
[58] valid_0's poisson: -100.066 valid_0's huber: 16.4986
[59] valid_0's poisson: -100.174 valid_0's huber: 16.4312
[60] valid_0's poisson: -100.244 valid_0's huber: 16.3713
[61] valid_0's poisson: -100.307 valid_0's huber: 16.3254
[62] valid_0's poisson: -100.364 valid_0's huber: 16.2697
[63] valid_0's poisson: -100.508 valid_0's huber: 16.2266
[64] valid_0's poisson: -100.576 valid_0's huber: 16.1691
[65] valid_0's poisson: -100.659 valid_0's huber: 16.1207
[66] valid_0's poisson: -100.727 valid_0's huber: 16.0741
[67] valid_0's poisson: -100.73 valid_0's huber: 16.031
[68] valid_0's poisson: -100.809 valid_0's huber: 15.989
[69] valid_0's poisson: -100.91 valid_0's huber: 15.9521
[70] valid_0's poisson: -100.994 valid_0's huber: 15.9231
[71] valid_0's poisson: -101.037 valid_0's huber: 15.8798
[72] valid_0's poisson: -101.062 valid_0's huber: 15.8424
[73] valid_0's poisson: -101.044 valid_0's huber: 15.8024
[74] valid_0's poisson: -101.032 valid_0's huber: 15.7694
[75] valid_0's poisson: -101.091 valid_0's huber: 15.7282
[76] valid_0's poisson: -101.155 valid_0's huber: 15.6904
[77] valid_0's poisson: -101.198 valid_0's huber: 15.6658
[78] valid_0's poisson: -101.253 valid_0's huber: 15.6312
[79] valid_0's poisson: -101.27 valid_0's huber: 15.6045
[80] valid_0's poisson: -101.386 valid_0's huber: 15.5779
[81] valid_0's poisson: -101.39 valid_0's huber: 15.5489
[82] valid_0's poisson: -101.366 valid_0's huber: 15.5125
[83] valid_0's poisson: -101.371 valid_0's huber: 15.4797
[84] valid_0's poisson: -101.423 valid_0's huber: 15.4506
[85] valid_0's poisson: -101.461 valid_0's huber: 15.4198
[86] valid_0's poisson: -101.519 valid_0's huber: 15.3971
[87] valid_0's poisson: -101.63 valid_0's huber: 15.372
[88] valid_0's poisson: -101.682 valid_0's huber: 15.3482
[89] valid_0's poisson: -101.567 valid_0's huber: 15.3217
[90] valid_0's poisson: -101.52 valid_0's huber: 15.2968
[91] valid_0's poisson: -101.498 valid_0's huber: 15.2706
[92] valid_0's poisson: -101.529 valid_0's huber: 15.2396
[93] valid_0's poisson: -101.54 valid_0's huber: 15.2106
[94] valid_0's poisson: -101.613 valid_0's huber: 15.1855
[95] valid_0's poisson: -101.616 valid_0's huber: 15.1625
[96] valid_0's poisson: -101.674 valid_0's huber: 15.1337
[97] valid_0's poisson: -101.724 valid_0's huber: 15.1133
[98] valid_0's poisson: -101.724 valid_0's huber: 15.0873
[99] valid_0's poisson: -101.786 valid_0's huber: 15.0695
[100] valid_0's poisson: -101.836 valid_0's huber: 15.0471
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6318 valid_0's huber: 29.4217
[2] valid_0's poisson: -88.0838 valid_0's huber: 29.0072
[3] valid_0's poisson: -88.5253 valid_0's huber: 28.5993
[4] valid_0's poisson: -88.9566 valid_0's huber: 28.1981
[5] valid_0's poisson: -89.3771 valid_0's huber: 27.8034
[6] valid_0's poisson: -89.7871 valid_0's huber: 27.4154
[7] valid_0's poisson: -90.1866 valid_0's huber: 27.0345
[8] valid_0's poisson: -90.5755 valid_0's huber: 26.6611
[9] valid_0's poisson: -90.9627 valid_0's huber: 26.2834
[10] valid_0's poisson: -91.3326 valid_0's huber: 25.9209
[11] valid_0's poisson: -91.7016 valid_0's huber: 25.5549
[12] valid_0's poisson: -92.0587 valid_0's huber: 25.202
[13] valid_0's poisson: -92.4084 valid_0's huber: 24.8564
[14] valid_0's poisson: -92.7497 valid_0's huber: 24.5073
[15] valid_0's poisson: -93.0883 valid_0's huber: 24.1691
[16] valid_0's poisson: -93.4139 valid_0's huber: 23.8342
[17] valid_0's poisson: -93.7387 valid_0's huber: 23.5065
[18] valid_0's poisson: -94.055 valid_0's huber: 23.1856
[19] valid_0's poisson: -94.3582 valid_0's huber: 22.8693
[20] valid_0's poisson: -94.6595 valid_0's huber: 22.5603
[21] valid_0's poisson: -94.9514 valid_0's huber: 22.2604
[22] valid_0's poisson: -95.2315 valid_0's huber: 21.9638
[23] valid_0's poisson: -95.4986 valid_0's huber: 21.683
[24] valid_0's poisson: -95.7667 valid_0's huber: 21.4074
[25] valid_0's poisson: -96.0196 valid_0's huber: 21.1365
[26] valid_0's poisson: -96.2709 valid_0's huber: 20.8744
[27] valid_0's poisson: -96.5169 valid_0's huber: 20.6121
[28] valid_0's poisson: -96.744 valid_0's huber: 20.3574
[29] valid_0's poisson: -96.9785 valid_0's huber: 20.111
[30] valid_0's poisson: -97.1871 valid_0's huber: 19.8738
[31] valid_0's poisson: -97.3892 valid_0's huber: 19.6499
[32] valid_0's poisson: -97.5765 valid_0's huber: 19.437
[33] valid_0's poisson: -97.7469 valid_0's huber: 19.2331
[34] valid_0's poisson: -97.9069 valid_0's huber: 19.0405
[35] valid_0's poisson: -98.0686 valid_0's huber: 18.8559
[36] valid_0's poisson: -98.2176 valid_0's huber: 18.6784
[37] valid_0's poisson: -98.3515 valid_0's huber: 18.5114
[38] valid_0's poisson: -98.4815 valid_0's huber: 18.3537
[39] valid_0's poisson: -98.6384 valid_0's huber: 18.2049
[40] valid_0's poisson: -98.7865 valid_0's huber: 18.0468
[41] valid_0's poisson: -98.9266 valid_0's huber: 17.9014
[42] valid_0's poisson: -99.0661 valid_0's huber: 17.7744
[43] valid_0's poisson: -99.1871 valid_0's huber: 17.6469
[44] valid_0's poisson: -99.3093 valid_0's huber: 17.5404
[45] valid_0's poisson: -99.3908 valid_0's huber: 17.4408
[46] valid_0's poisson: -99.4785 valid_0's huber: 17.3559
[47] valid_0's poisson: -99.5574 valid_0's huber: 17.2767
[48] valid_0's poisson: -99.5656 valid_0's huber: 17.179
[49] valid_0's poisson: -99.565 valid_0's huber: 17.0933
[50] valid_0's poisson: -99.6483 valid_0's huber: 17.0173
[51] valid_0's poisson: -99.7019 valid_0's huber: 16.9491
[52] valid_0's poisson: -99.7371 valid_0's huber: 16.8801
[53] valid_0's poisson: -99.8113 valid_0's huber: 16.8228
[54] valid_0's poisson: -99.839 valid_0's huber: 16.7664
[55] valid_0's poisson: -99.856 valid_0's huber: 16.7107
[56] valid_0's poisson: -99.9113 valid_0's huber: 16.6583
[57] valid_0's poisson: -99.7898 valid_0's huber: 16.6104
[58] valid_0's poisson: -100.076 valid_0's huber: 16.5604
[59] valid_0's poisson: -100.097 valid_0's huber: 16.5123
[60] valid_0's poisson: -100.194 valid_0's huber: 16.4536
[61] valid_0's poisson: -100.276 valid_0's huber: 16.3973
[62] valid_0's poisson: -100.318 valid_0's huber: 16.3555
[63] valid_0's poisson: -100.403 valid_0's huber: 16.3078
[64] valid_0's poisson: -100.406 valid_0's huber: 16.2599
[65] valid_0's poisson: -100.526 valid_0's huber: 16.2256
[66] valid_0's poisson: -100.581 valid_0's huber: 16.1876
[67] valid_0's poisson: -100.675 valid_0's huber: 16.1311
[68] valid_0's poisson: -100.748 valid_0's huber: 16.0869
[69] valid_0's poisson: -100.883 valid_0's huber: 16.0365
[70] valid_0's poisson: -100.901 valid_0's huber: 15.9948
[71] valid_0's poisson: -101.02 valid_0's huber: 15.951
[72] valid_0's poisson: -101.061 valid_0's huber: 15.9134
[73] valid_0's poisson: -101.079 valid_0's huber: 15.8746
[74] valid_0's poisson: -101.12 valid_0's huber: 15.8379
[75] valid_0's poisson: -101.14 valid_0's huber: 15.8021
[76] valid_0's poisson: -101.233 valid_0's huber: 15.7674
[77] valid_0's poisson: -101.263 valid_0's huber: 15.7332
[78] valid_0's poisson: -101.309 valid_0's huber: 15.691
[79] valid_0's poisson: -101.279 valid_0's huber: 15.6579
[80] valid_0's poisson: -101.296 valid_0's huber: 15.6207
[81] valid_0's poisson: -101.375 valid_0's huber: 15.5874
[82] valid_0's poisson: -101.402 valid_0's huber: 15.5577
[83] valid_0's poisson: -101.423 valid_0's huber: 15.5306
[84] valid_0's poisson: -101.444 valid_0's huber: 15.5006
[85] valid_0's poisson: -101.459 valid_0's huber: 15.4737
[86] valid_0's poisson: -101.577 valid_0's huber: 15.4538
[87] valid_0's poisson: -101.569 valid_0's huber: 15.4279
[88] valid_0's poisson: -101.569 valid_0's huber: 15.4007
[89] valid_0's poisson: -101.568 valid_0's huber: 15.3765
[90] valid_0's poisson: -101.605 valid_0's huber: 15.3523
[91] valid_0's poisson: -101.647 valid_0's huber: 15.3297
[92] valid_0's poisson: -101.661 valid_0's huber: 15.2932
[93] valid_0's poisson: -101.666 valid_0's huber: 15.2692
[94] valid_0's poisson: -101.614 valid_0's huber: 15.2317
[95] valid_0's poisson: -101.661 valid_0's huber: 15.2011
[96] valid_0's poisson: -101.698 valid_0's huber: 15.1753
[97] valid_0's poisson: -101.738 valid_0's huber: 15.1489
[98] valid_0's poisson: -101.768 valid_0's huber: 15.1265
[99] valid_0's poisson: -101.805 valid_0's huber: 15.1086
[100] valid_0's poisson: -101.731 valid_0's huber: 15.0853
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6415 valid_0's huber: 29.3715
[2] valid_0's poisson: -88.0963 valid_0's huber: 28.9563
[3] valid_0's poisson: -88.5398 valid_0's huber: 28.5484
[4] valid_0's poisson: -88.9727 valid_0's huber: 28.1471
[5] valid_0's poisson: -89.3943 valid_0's huber: 27.7526
[6] valid_0's poisson: -89.8082 valid_0's huber: 27.3547
[7] valid_0's poisson: -90.2134 valid_0's huber: 26.9714
[8] valid_0's poisson: -90.6085 valid_0's huber: 26.5875
[9] valid_0's poisson: -90.9955 valid_0's huber: 26.2172
[10] valid_0's poisson: -91.3722 valid_0's huber: 25.8539
[11] valid_0's poisson: -91.7393 valid_0's huber: 25.4894
[12] valid_0's poisson: -92.0971 valid_0's huber: 25.1356
[13] valid_0's poisson: -92.4435 valid_0's huber: 24.7881
[14] valid_0's poisson: -92.7844 valid_0's huber: 24.4416
[15] valid_0's poisson: -93.1171 valid_0's huber: 24.107
[16] valid_0's poisson: -93.4484 valid_0's huber: 23.7745
[17] valid_0's poisson: -93.7651 valid_0's huber: 23.4461
[18] valid_0's poisson: -94.082 valid_0's huber: 23.125
[19] valid_0's poisson: -94.3826 valid_0's huber: 22.8113
[20] valid_0's poisson: -94.6842 valid_0's huber: 22.5022
[21] valid_0's poisson: -94.9772 valid_0's huber: 22.2015
[22] valid_0's poisson: -95.2547 valid_0's huber: 21.9077
[23] valid_0's poisson: -95.5318 valid_0's huber: 21.6232
[24] valid_0's poisson: -95.7918 valid_0's huber: 21.343
[25] valid_0's poisson: -96.0517 valid_0's huber: 21.0761
[26] valid_0's poisson: -96.2951 valid_0's huber: 20.8058
[27] valid_0's poisson: -96.5266 valid_0's huber: 20.5468
[28] valid_0's poisson: -96.7464 valid_0's huber: 20.2984
[29] valid_0's poisson: -96.9765 valid_0's huber: 20.0615
[30] valid_0's poisson: -97.1775 valid_0's huber: 19.832
[31] valid_0's poisson: -97.3605 valid_0's huber: 19.6156
[32] valid_0's poisson: -97.5405 valid_0's huber: 19.4086
[33] valid_0's poisson: -97.7439 valid_0's huber: 19.1901
[34] valid_0's poisson: -97.9074 valid_0's huber: 19.0013
[35] valid_0's poisson: -98.091 valid_0's huber: 18.8011
[36] valid_0's poisson: -98.2385 valid_0's huber: 18.6272
[37] valid_0's poisson: -98.375 valid_0's huber: 18.4624
[38] valid_0's poisson: -98.5171 valid_0's huber: 18.3058
[39] valid_0's poisson: -98.6761 valid_0's huber: 18.1378
[40] valid_0's poisson: -98.8171 valid_0's huber: 17.9846
[41] valid_0's poisson: -98.9618 valid_0's huber: 17.851
[42] valid_0's poisson: -99.0742 valid_0's huber: 17.7213
[43] valid_0's poisson: -99.2031 valid_0's huber: 17.6065
[44] valid_0's poisson: -99.294 valid_0's huber: 17.5006
[45] valid_0's poisson: -99.4008 valid_0's huber: 17.4067
[46] valid_0's poisson: -99.4877 valid_0's huber: 17.3215
[47] valid_0's poisson: -99.5688 valid_0's huber: 17.2413
[48] valid_0's poisson: -99.4861 valid_0's huber: 17.1393
[49] valid_0's poisson: -99.5866 valid_0's huber: 17.049
[50] valid_0's poisson: -99.6765 valid_0's huber: 16.9684
[51] valid_0's poisson: -99.7562 valid_0's huber: 16.8965
[52] valid_0's poisson: -99.8236 valid_0's huber: 16.8249
[53] valid_0's poisson: -99.8684 valid_0's huber: 16.7644
[54] valid_0's poisson: -99.9264 valid_0's huber: 16.7105
[55] valid_0's poisson: -100.016 valid_0's huber: 16.6527
[56] valid_0's poisson: -100.063 valid_0's huber: 16.5838
[57] valid_0's poisson: -100.101 valid_0's huber: 16.5366
[58] valid_0's poisson: -100.097 valid_0's huber: 16.4903
[59] valid_0's poisson: -100.133 valid_0's huber: 16.4418
[60] valid_0's poisson: -100.193 valid_0's huber: 16.392
[61] valid_0's poisson: -100.289 valid_0's huber: 16.3346
[62] valid_0's poisson: -100.365 valid_0's huber: 16.2824
[63] valid_0's poisson: -100.459 valid_0's huber: 16.232
[64] valid_0's poisson: -100.543 valid_0's huber: 16.1825
[65] valid_0's poisson: -100.593 valid_0's huber: 16.1468
[66] valid_0's poisson: -100.643 valid_0's huber: 16.0997
[67] valid_0's poisson: -100.685 valid_0's huber: 16.0608
[68] valid_0's poisson: -100.767 valid_0's huber: 16.0169
[69] valid_0's poisson: -100.831 valid_0's huber: 15.9732
[70] valid_0's poisson: -100.902 valid_0's huber: 15.9354
[71] valid_0's poisson: -100.941 valid_0's huber: 15.8977
[72] valid_0's poisson: -101.019 valid_0's huber: 15.8699
[73] valid_0's poisson: -101.046 valid_0's huber: 15.8408
[74] valid_0's poisson: -101.072 valid_0's huber: 15.8005
[75] valid_0's poisson: -101.127 valid_0's huber: 15.7638
[76] valid_0's poisson: -101.144 valid_0's huber: 15.7392
[77] valid_0's poisson: -101.206 valid_0's huber: 15.7114
[78] valid_0's poisson: -101.226 valid_0's huber: 15.6843
[79] valid_0's poisson: -101.197 valid_0's huber: 15.6508
[80] valid_0's poisson: -101.236 valid_0's huber: 15.6157
[81] valid_0's poisson: -101.285 valid_0's huber: 15.5835
[82] valid_0's poisson: -101.254 valid_0's huber: 15.5513
[83] valid_0's poisson: -101.231 valid_0's huber: 15.5219
[84] valid_0's poisson: -101.291 valid_0's huber: 15.4926
[85] valid_0's poisson: -101.481 valid_0's huber: 15.4708
[86] valid_0's poisson: -101.515 valid_0's huber: 15.4367
[87] valid_0's poisson: -101.561 valid_0's huber: 15.4123
[88] valid_0's poisson: -101.549 valid_0's huber: 15.3826
[89] valid_0's poisson: -101.596 valid_0's huber: 15.3566
[90] valid_0's poisson: -101.508 valid_0's huber: 15.3281
[91] valid_0's poisson: -101.483 valid_0's huber: 15.3019
[92] valid_0's poisson: -101.541 valid_0's huber: 15.277
[93] valid_0's poisson: -101.563 valid_0's huber: 15.2534
[94] valid_0's poisson: -101.629 valid_0's huber: 15.2359
[95] valid_0's poisson: -101.636 valid_0's huber: 15.2108
[96] valid_0's poisson: -101.636 valid_0's huber: 15.1862
[97] valid_0's poisson: -101.632 valid_0's huber: 15.1644
[98] valid_0's poisson: -101.642 valid_0's huber: 15.143
[99] valid_0's poisson: -101.648 valid_0's huber: 15.1186
[100] valid_0's poisson: -101.717 valid_0's huber: 15.0952
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6293 valid_0's huber: 29.4616
[2] valid_0's poisson: -88.0843 valid_0's huber: 29.0447
[3] valid_0's poisson: -88.529 valid_0's huber: 28.6343
[4] valid_0's poisson: -88.9636 valid_0's huber: 28.2306
[5] valid_0's poisson: -89.3879 valid_0's huber: 27.8327
[6] valid_0's poisson: -89.801 valid_0's huber: 27.4417
[7] valid_0's poisson: -90.2049 valid_0's huber: 27.0571
[8] valid_0's poisson: -90.5971 valid_0's huber: 26.6803
[9] valid_0's poisson: -90.987 valid_0's huber: 26.3
[10] valid_0's poisson: -91.3627 valid_0's huber: 25.9358
[11] valid_0's poisson: -91.7286 valid_0's huber: 25.5785
[12] valid_0's poisson: -92.09 valid_0's huber: 25.2177
[13] valid_0's poisson: -92.4373 valid_0's huber: 24.8735
[14] valid_0's poisson: -92.7789 valid_0's huber: 24.5211
[15] valid_0's poisson: -93.1108 valid_0's huber: 24.1848
[16] valid_0's poisson: -93.4357 valid_0's huber: 23.8506
[17] valid_0's poisson: -93.7609 valid_0's huber: 23.5209
[18] valid_0's poisson: -94.0681 valid_0's huber: 23.2017
[19] valid_0's poisson: -94.37 valid_0's huber: 22.8869
[20] valid_0's poisson: -94.6728 valid_0's huber: 22.5754
[21] valid_0's poisson: -94.967 valid_0's huber: 22.2723
[22] valid_0's poisson: -95.2466 valid_0's huber: 21.9763
[23] valid_0's poisson: -95.5257 valid_0's huber: 21.6883
[24] valid_0's poisson: -95.7891 valid_0's huber: 21.4037
[25] valid_0's poisson: -96.0564 valid_0's huber: 21.1304
[26] valid_0's poisson: -96.3024 valid_0's huber: 20.8589
[27] valid_0's poisson: -96.5366 valid_0's huber: 20.5973
[28] valid_0's poisson: -96.78 valid_0's huber: 20.3366
[29] valid_0's poisson: -96.9952 valid_0's huber: 20.0922
[30] valid_0's poisson: -97.2215 valid_0's huber: 19.8621
[31] valid_0's poisson: -97.4176 valid_0's huber: 19.6373
[32] valid_0's poisson: -97.5945 valid_0's huber: 19.4272
[33] valid_0's poisson: -97.7693 valid_0's huber: 19.2251
[34] valid_0's poisson: -97.9331 valid_0's huber: 19.0346
[35] valid_0's poisson: -98.0872 valid_0's huber: 18.8538
[36] valid_0's poisson: -98.2699 valid_0's huber: 18.6629
[37] valid_0's poisson: -98.4096 valid_0's huber: 18.4955
[38] valid_0's poisson: -98.5386 valid_0's huber: 18.3375
[39] valid_0's poisson: -98.6817 valid_0's huber: 18.1906
[40] valid_0's poisson: -98.8148 valid_0's huber: 18.0416
[41] valid_0's poisson: -98.9568 valid_0's huber: 17.9087
[42] valid_0's poisson: -99.0838 valid_0's huber: 17.7737
[43] valid_0's poisson: -99.2096 valid_0's huber: 17.6595
[44] valid_0's poisson: -99.2988 valid_0's huber: 17.5532
[45] valid_0's poisson: -99.4089 valid_0's huber: 17.4581
[46] valid_0's poisson: -99.4867 valid_0's huber: 17.3751
[47] valid_0's poisson: -99.4917 valid_0's huber: 17.2733
[48] valid_0's poisson: -99.5787 valid_0's huber: 17.184
[49] valid_0's poisson: -99.5742 valid_0's huber: 17.1047
[50] valid_0's poisson: -99.6928 valid_0's huber: 17.027
[51] valid_0's poisson: -99.7351 valid_0's huber: 16.9613
[52] valid_0's poisson: -99.7926 valid_0's huber: 16.8942
[53] valid_0's poisson: -99.8268 valid_0's huber: 16.8361
[54] valid_0's poisson: -99.8624 valid_0's huber: 16.7779
[55] valid_0's poisson: -99.929 valid_0's huber: 16.7169
[56] valid_0's poisson: -99.9597 valid_0's huber: 16.6596
[57] valid_0's poisson: -100.037 valid_0's huber: 16.6123
[58] valid_0's poisson: -100.096 valid_0's huber: 16.5599
[59] valid_0's poisson: -100.058 valid_0's huber: 16.5121
[60] valid_0's poisson: -100.124 valid_0's huber: 16.4638
[61] valid_0's poisson: -100.203 valid_0's huber: 16.4205
[62] valid_0's poisson: -100.29 valid_0's huber: 16.3648
[63] valid_0's poisson: -100.338 valid_0's huber: 16.3237
[64] valid_0's poisson: -100.427 valid_0's huber: 16.2712
[65] valid_0's poisson: -100.47 valid_0's huber: 16.2218
[66] valid_0's poisson: -100.577 valid_0's huber: 16.1881
[67] valid_0's poisson: -100.63 valid_0's huber: 16.1537
[68] valid_0's poisson: -100.738 valid_0's huber: 16.1037
[69] valid_0's poisson: -100.764 valid_0's huber: 16.0589
[70] valid_0's poisson: -100.835 valid_0's huber: 16.0199
[71] valid_0's poisson: -100.885 valid_0's huber: 15.9892
[72] valid_0's poisson: -100.888 valid_0's huber: 15.943
[73] valid_0's poisson: -100.946 valid_0's huber: 15.9033
[74] valid_0's poisson: -100.93 valid_0's huber: 15.8662
[75] valid_0's poisson: -100.97 valid_0's huber: 15.8311
[76] valid_0's poisson: -101.024 valid_0's huber: 15.8032
[77] valid_0's poisson: -101.031 valid_0's huber: 15.7723
[78] valid_0's poisson: -101.102 valid_0's huber: 15.7441
[79] valid_0's poisson: -101.1 valid_0's huber: 15.7064
[80] valid_0's poisson: -101.099 valid_0's huber: 15.6788
[81] valid_0's poisson: -101.17 valid_0's huber: 15.6439
[82] valid_0's poisson: -101.217 valid_0's huber: 15.6122
[83] valid_0's poisson: -101.279 valid_0's huber: 15.5818
[84] valid_0's poisson: -101.319 valid_0's huber: 15.5577
[85] valid_0's poisson: -101.326 valid_0's huber: 15.5318
[86] valid_0's poisson: -101.368 valid_0's huber: 15.4975
[87] valid_0's poisson: -101.433 valid_0's huber: 15.4733
[88] valid_0's poisson: -101.436 valid_0's huber: 15.4418
[89] valid_0's poisson: -101.326 valid_0's huber: 15.4078
[90] valid_0's poisson: -101.355 valid_0's huber: 15.3771
[91] valid_0's poisson: -101.334 valid_0's huber: 15.3489
[92] valid_0's poisson: -101.373 valid_0's huber: 15.3213
[93] valid_0's poisson: -101.397 valid_0's huber: 15.2956
[94] valid_0's poisson: -101.396 valid_0's huber: 15.2711
[95] valid_0's poisson: -101.493 valid_0's huber: 15.2515
[96] valid_0's poisson: -101.509 valid_0's huber: 15.2292
[97] valid_0's poisson: -101.539 valid_0's huber: 15.2052
[98] valid_0's poisson: -101.534 valid_0's huber: 15.1807
[99] valid_0's poisson: -101.505 valid_0's huber: 15.1573
[100] valid_0's poisson: -101.509 valid_0's huber: 15.1321
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8548 valid_0's huber: 29.2554
[2] valid_0's poisson: -88.5217 valid_0's huber: 28.6907
[3] valid_0's poisson: -89.1799 valid_0's huber: 28.131
[4] valid_0's poisson: -89.8221 valid_0's huber: 27.5793
[5] valid_0's poisson: -90.4491 valid_0's huber: 27.0343
[6] valid_0's poisson: -91.0631 valid_0's huber: 26.4977
[7] valid_0's poisson: -91.6588 valid_0's huber: 25.9688
[8] valid_0's poisson: -92.2404 valid_0's huber: 25.4485
[9] valid_0's poisson: -92.8093 valid_0's huber: 24.9405
[10] valid_0's poisson: -93.3658 valid_0's huber: 24.4363
[11] valid_0's poisson: -93.9115 valid_0's huber: 23.9399
[12] valid_0's poisson: -94.4459 valid_0's huber: 23.4485
[13] valid_0's poisson: -94.9658 valid_0's huber: 22.9652
[14] valid_0's poisson: -95.4746 valid_0's huber: 22.4904
[15] valid_0's poisson: -95.9749 valid_0's huber: 22.0223
[16] valid_0's poisson: -96.463 valid_0's huber: 21.5614
[17] valid_0's poisson: -96.9448 valid_0's huber: 21.1028
[18] valid_0's poisson: -97.4081 valid_0's huber: 20.656
[19] valid_0's poisson: -97.8626 valid_0's huber: 20.2136
[20] valid_0's poisson: -98.3036 valid_0's huber: 19.781
[21] valid_0's poisson: -98.7354 valid_0's huber: 19.3558
[22] valid_0's poisson: -99.1553 valid_0's huber: 18.9383
[23] valid_0's poisson: -99.562 valid_0's huber: 18.5335
[24] valid_0's poisson: -99.9581 valid_0's huber: 18.1361
[25] valid_0's poisson: -100.338 valid_0's huber: 17.7536
[26] valid_0's poisson: -100.71 valid_0's huber: 17.3789
[27] valid_0's poisson: -101.066 valid_0's huber: 17.0182
[28] valid_0's poisson: -101.413 valid_0's huber: 16.6693
[29] valid_0's poisson: -101.749 valid_0's huber: 16.3274
[30] valid_0's poisson: -102.075 valid_0's huber: 16.0025
[31] valid_0's poisson: -102.381 valid_0's huber: 15.6922
[32] valid_0's poisson: -102.682 valid_0's huber: 15.3917
[33] valid_0's poisson: -102.963 valid_0's huber: 15.112
[34] valid_0's poisson: -103.227 valid_0's huber: 14.8492
[35] valid_0's poisson: -103.484 valid_0's huber: 14.5924
[36] valid_0's poisson: -103.732 valid_0's huber: 14.3388
[37] valid_0's poisson: -103.965 valid_0's huber: 14.1047
[38] valid_0's poisson: -104.17 valid_0's huber: 13.897
[39] valid_0's poisson: -104.358 valid_0's huber: 13.7125
[40] valid_0's poisson: -104.522 valid_0's huber: 13.5586
[41] valid_0's poisson: -104.656 valid_0's huber: 13.4309
[42] valid_0's poisson: -104.774 valid_0's huber: 13.3249
[43] valid_0's poisson: -104.869 valid_0's huber: 13.233
[44] valid_0's poisson: -104.955 valid_0's huber: 13.1522
[45] valid_0's poisson: -104.964 valid_0's huber: 13.0763
[46] valid_0's poisson: -105.032 valid_0's huber: 13.0044
[47] valid_0's poisson: -105.058 valid_0's huber: 12.9311
[48] valid_0's poisson: -105.13 valid_0's huber: 12.8628
[49] valid_0's poisson: -105.284 valid_0's huber: 12.7944
[50] valid_0's poisson: -105.321 valid_0's huber: 12.7317
[51] valid_0's poisson: -105.392 valid_0's huber: 12.6737
[52] valid_0's poisson: -105.448 valid_0's huber: 12.6127
[53] valid_0's poisson: -105.481 valid_0's huber: 12.5595
[54] valid_0's poisson: -105.559 valid_0's huber: 12.5022
[55] valid_0's poisson: -105.593 valid_0's huber: 12.4449
[56] valid_0's poisson: -105.661 valid_0's huber: 12.3887
[57] valid_0's poisson: -105.751 valid_0's huber: 12.3406
[58] valid_0's poisson: -105.815 valid_0's huber: 12.2899
[59] valid_0's poisson: -105.868 valid_0's huber: 12.2399
[60] valid_0's poisson: -105.926 valid_0's huber: 12.1857
[61] valid_0's poisson: -106.009 valid_0's huber: 12.1294
[62] valid_0's poisson: -106.089 valid_0's huber: 12.075
[63] valid_0's poisson: -106.134 valid_0's huber: 12.0249
[64] valid_0's poisson: -106.183 valid_0's huber: 11.9761
[65] valid_0's poisson: -106.25 valid_0's huber: 11.9324
[66] valid_0's poisson: -106.281 valid_0's huber: 11.8855
[67] valid_0's poisson: -106.323 valid_0's huber: 11.8397
[68] valid_0's poisson: -106.375 valid_0's huber: 11.79
[69] valid_0's poisson: -106.425 valid_0's huber: 11.7391
[70] valid_0's poisson: -106.471 valid_0's huber: 11.6974
[71] valid_0's poisson: -106.514 valid_0's huber: 11.6566
[72] valid_0's poisson: -106.593 valid_0's huber: 11.614
[73] valid_0's poisson: -106.631 valid_0's huber: 11.5731
[74] valid_0's poisson: -106.682 valid_0's huber: 11.532
[75] valid_0's poisson: -106.725 valid_0's huber: 11.4854
[76] valid_0's poisson: -106.766 valid_0's huber: 11.4444
[77] valid_0's poisson: -106.804 valid_0's huber: 11.4094
[78] valid_0's poisson: -106.838 valid_0's huber: 11.3705
[79] valid_0's poisson: -106.908 valid_0's huber: 11.3301
[80] valid_0's poisson: -106.942 valid_0's huber: 11.2957
[81] valid_0's poisson: -106.983 valid_0's huber: 11.2541
[82] valid_0's poisson: -107.02 valid_0's huber: 11.2168
[83] valid_0's poisson: -107.045 valid_0's huber: 11.1782
[84] valid_0's poisson: -107.083 valid_0's huber: 11.1389
[85] valid_0's poisson: -107.114 valid_0's huber: 11.0979
[86] valid_0's poisson: -107.158 valid_0's huber: 11.0576
[87] valid_0's poisson: -107.189 valid_0's huber: 11.0176
[88] valid_0's poisson: -107.219 valid_0's huber: 10.9809
[89] valid_0's poisson: -107.234 valid_0's huber: 10.9467
[90] valid_0's poisson: -107.24 valid_0's huber: 10.9172
[91] valid_0's poisson: -107.29 valid_0's huber: 10.8855
[92] valid_0's poisson: -107.318 valid_0's huber: 10.8569
[93] valid_0's poisson: -107.354 valid_0's huber: 10.8246
[94] valid_0's poisson: -107.38 valid_0's huber: 10.7975
[95] valid_0's poisson: -107.413 valid_0's huber: 10.7644
[96] valid_0's poisson: -107.44 valid_0's huber: 10.7317
[97] valid_0's poisson: -107.466 valid_0's huber: 10.7026
[98] valid_0's poisson: -107.482 valid_0's huber: 10.6693
[99] valid_0's poisson: -107.508 valid_0's huber: 10.6383
[100] valid_0's poisson: -107.539 valid_0's huber: 10.6046
Fitting 5 folds for each of 50 candidates, totalling 250 fits
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.6162 valid_0's quantile: 11.5535
[2] valid_0's poisson: -63.1175 valid_0's quantile: 11.406
[3] valid_0's poisson: -63.5931 valid_0's quantile: 11.2628
[4] valid_0's poisson: -64.0617 valid_0's quantile: 11.1237
[5] valid_0's poisson: -64.5178 valid_0's quantile: 10.9883
[6] valid_0's poisson: -64.962 valid_0's quantile: 10.8568
[7] valid_0's poisson: -65.3583 valid_0's quantile: 10.7351
[8] valid_0's poisson: -65.7744 valid_0's quantile: 10.6132
[9] valid_0's poisson: -66.1748 valid_0's quantile: 10.4959
[10] valid_0's poisson: -66.5832 valid_0's quantile: 10.3797
[11] valid_0's poisson: -66.9903 valid_0's quantile: 10.267
[12] valid_0's poisson: -67.3923 valid_0's quantile: 10.1572
[13] valid_0's poisson: -67.7915 valid_0's quantile: 10.0491
[14] valid_0's poisson: -68.192 valid_0's quantile: 9.94289
[15] valid_0's poisson: -68.6078 valid_0's quantile: 9.83007
[16] valid_0's poisson: -68.9874 valid_0's quantile: 9.72977
[17] valid_0's poisson: -69.3977 valid_0's quantile: 9.62091
[18] valid_0's poisson: -69.7974 valid_0's quantile: 9.51597
[19] valid_0's poisson: -70.1889 valid_0's quantile: 9.41462
[20] valid_0's poisson: -70.5235 valid_0's quantile: 9.32088
[21] valid_0's poisson: -70.9005 valid_0's quantile: 9.22372
[22] valid_0's poisson: -71.2665 valid_0's quantile: 9.12834
[23] valid_0's poisson: -71.6406 valid_0's quantile: 9.03597
[24] valid_0's poisson: -72.013 valid_0's quantile: 8.94404
[25] valid_0's poisson: -72.3774 valid_0's quantile: 8.85492
[26] valid_0's poisson: -72.7657 valid_0's quantile: 8.76197
[27] valid_0's poisson: -73.1456 valid_0's quantile: 8.67069
[28] valid_0's poisson: -73.5084 valid_0's quantile: 8.5845
[29] valid_0's poisson: -73.8745 valid_0's quantile: 8.4987
[30] valid_0's poisson: -74.2336 valid_0's quantile: 8.41417
[31] valid_0's poisson: -74.5851 valid_0's quantile: 8.33131
[32] valid_0's poisson: -74.9293 valid_0's quantile: 8.25005
[33] valid_0's poisson: -75.2596 valid_0's quantile: 8.17194
[34] valid_0's poisson: -75.5762 valid_0's quantile: 8.09401
[35] valid_0's poisson: -75.9065 valid_0's quantile: 8.02258
[36] valid_0's poisson: -76.2127 valid_0's quantile: 7.94758
[37] valid_0's poisson: -76.534 valid_0's quantile: 7.87788
[38] valid_0's poisson: -76.8637 valid_0's quantile: 7.80758
[39] valid_0's poisson: -77.1653 valid_0's quantile: 7.73739
[40] valid_0's poisson: -77.4609 valid_0's quantile: 7.66934
[41] valid_0's poisson: -77.7438 valid_0's quantile: 7.60342
[42] valid_0's poisson: -78.0211 valid_0's quantile: 7.53858
[43] valid_0's poisson: -78.2936 valid_0's quantile: 7.47328
[44] valid_0's poisson: -78.5607 valid_0's quantile: 7.40993
[45] valid_0's poisson: -78.8237 valid_0's quantile: 7.34852
[46] valid_0's poisson: -79.0803 valid_0's quantile: 7.28777
[47] valid_0's poisson: -79.3663 valid_0's quantile: 7.23382
[48] valid_0's poisson: -79.6138 valid_0's quantile: 7.17531
[49] valid_0's poisson: -79.9025 valid_0's quantile: 7.11335
[50] valid_0's poisson: -80.1783 valid_0's quantile: 7.06245
[51] valid_0's poisson: -80.4641 valid_0's quantile: 7.00269
[52] valid_0's poisson: -80.7003 valid_0's quantile: 6.94919
[53] valid_0's poisson: -80.9318 valid_0's quantile: 6.89739
[54] valid_0's poisson: -81.1941 valid_0's quantile: 6.8513
[55] valid_0's poisson: -81.4582 valid_0's quantile: 6.79585
[56] valid_0's poisson: -81.6787 valid_0's quantile: 6.74727
[57] valid_0's poisson: -81.9286 valid_0's quantile: 6.7036
[58] valid_0's poisson: -82.1778 valid_0's quantile: 6.6536
[59] valid_0's poisson: -82.4322 valid_0's quantile: 6.60453
[60] valid_0's poisson: -82.6749 valid_0's quantile: 6.55672
[61] valid_0's poisson: -82.9111 valid_0's quantile: 6.51674
[62] valid_0's poisson: -83.1465 valid_0's quantile: 6.47013
[63] valid_0's poisson: -83.3775 valid_0's quantile: 6.42437
[64] valid_0's poisson: -83.604 valid_0's quantile: 6.37981
[65] valid_0's poisson: -83.8335 valid_0's quantile: 6.33615
[66] valid_0's poisson: -84.0499 valid_0's quantile: 6.29461
[67] valid_0's poisson: -84.2638 valid_0's quantile: 6.25336
[68] valid_0's poisson: -84.4738 valid_0's quantile: 6.21301
[69] valid_0's poisson: -84.6871 valid_0's quantile: 6.17846
[70] valid_0's poisson: -84.8684 valid_0's quantile: 6.14198
[71] valid_0's poisson: -85.0756 valid_0's quantile: 6.10314
[72] valid_0's poisson: -85.2789 valid_0's quantile: 6.06531
[73] valid_0's poisson: -85.5007 valid_0's quantile: 6.03126
[74] valid_0's poisson: -85.697 valid_0's quantile: 5.99484
[75] valid_0's poisson: -85.8856 valid_0's quantile: 5.95996
[76] valid_0's poisson: -86.1076 valid_0's quantile: 5.92711
[77] valid_0's poisson: -86.2987 valid_0's quantile: 5.8947
[78] valid_0's poisson: -86.4872 valid_0's quantile: 5.85999
[79] valid_0's poisson: -86.6722 valid_0's quantile: 5.82603
[80] valid_0's poisson: -86.8788 valid_0's quantile: 5.79476
[81] valid_0's poisson: -87.0816 valid_0's quantile: 5.7642
[82] valid_0's poisson: -87.2551 valid_0's quantile: 5.73242
[83] valid_0's poisson: -87.4304 valid_0's quantile: 5.70267
[84] valid_0's poisson: -87.6186 valid_0's quantile: 5.66954
[85] valid_0's poisson: -87.8096 valid_0's quantile: 5.64067
[86] valid_0's poisson: -87.9783 valid_0's quantile: 5.61196
[87] valid_0's poisson: -88.1584 valid_0's quantile: 5.58007
[88] valid_0's poisson: -88.3369 valid_0's quantile: 5.55246
[89] valid_0's poisson: -88.5122 valid_0's quantile: 5.52559
[90] valid_0's poisson: -88.6909 valid_0's quantile: 5.49922
[91] valid_0's poisson: -88.8507 valid_0's quantile: 5.47087
[92] valid_0's poisson: -89.0232 valid_0's quantile: 5.44544
[93] valid_0's poisson: -89.1764 valid_0's quantile: 5.41963
[94] valid_0's poisson: -89.3376 valid_0's quantile: 5.39474
[95] valid_0's poisson: -89.4944 valid_0's quantile: 5.36771
[96] valid_0's poisson: -89.6512 valid_0's quantile: 5.34082
[97] valid_0's poisson: -89.805 valid_0's quantile: 5.31479
[98] valid_0's poisson: -89.9471 valid_0's quantile: 5.2909
[99] valid_0's poisson: -90.0959 valid_0's quantile: 5.26599
[100] valid_0's poisson: -90.2339 valid_0's quantile: 5.24284
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.6293 valid_0's quantile: 11.5529
[2] valid_0's poisson: -63.0843 valid_0's quantile: 11.4122
[3] valid_0's poisson: -63.5934 valid_0's quantile: 11.2658
[4] valid_0's poisson: -64.0889 valid_0's quantile: 11.124
[5] valid_0's poisson: -64.5048 valid_0's quantile: 10.9952
[6] valid_0's poisson: -64.9095 valid_0's quantile: 10.8701
[7] valid_0's poisson: -65.2996 valid_0's quantile: 10.7508
[8] valid_0's poisson: -65.7524 valid_0's quantile: 10.6248
[9] valid_0's poisson: -66.1788 valid_0's quantile: 10.5049
[10] valid_0's poisson: -66.6126 valid_0's quantile: 10.3867
[11] valid_0's poisson: -67.0212 valid_0's quantile: 10.2753
[12] valid_0's poisson: -67.4375 valid_0's quantile: 10.164
[13] valid_0's poisson: -67.8502 valid_0's quantile: 10.055
[14] valid_0's poisson: -68.2897 valid_0's quantile: 9.93454
[15] valid_0's poisson: -68.7186 valid_0's quantile: 9.81797
[16] valid_0's poisson: -69.1371 valid_0's quantile: 9.7048
[17] valid_0's poisson: -69.5019 valid_0's quantile: 9.60258
[18] valid_0's poisson: -69.8923 valid_0's quantile: 9.49816
[19] valid_0's poisson: -70.2735 valid_0's quantile: 9.39645
[20] valid_0's poisson: -70.6619 valid_0's quantile: 9.29562
[21] valid_0's poisson: -70.996 valid_0's quantile: 9.20395
[22] valid_0's poisson: -71.3518 valid_0's quantile: 9.10946
[23] valid_0's poisson: -71.7354 valid_0's quantile: 9.01189
[24] valid_0's poisson: -72.0787 valid_0's quantile: 8.92675
[25] valid_0's poisson: -72.463 valid_0's quantile: 8.82993
[26] valid_0's poisson: -72.8388 valid_0's quantile: 8.73558
[27] valid_0's poisson: -73.2089 valid_0's quantile: 8.64647
[28] valid_0's poisson: -73.5885 valid_0's quantile: 8.55535
[29] valid_0's poisson: -73.9601 valid_0's quantile: 8.46642
[30] valid_0's poisson: -74.3237 valid_0's quantile: 8.379
[31] valid_0's poisson: -74.6713 valid_0's quantile: 8.2963
[32] valid_0's poisson: -75.0128 valid_0's quantile: 8.2213
[33] valid_0's poisson: -75.3366 valid_0's quantile: 8.14426
[34] valid_0's poisson: -75.6676 valid_0's quantile: 8.0724
[35] valid_0's poisson: -75.9732 valid_0's quantile: 8.00108
[36] valid_0's poisson: -76.312 valid_0's quantile: 7.92973
[37] valid_0's poisson: -76.6271 valid_0's quantile: 7.86023
[38] valid_0's poisson: -76.9333 valid_0's quantile: 7.7866
[39] valid_0's poisson: -77.2412 valid_0's quantile: 7.71508
[40] valid_0's poisson: -77.543 valid_0's quantile: 7.65017
[41] valid_0's poisson: -77.8426 valid_0's quantile: 7.58561
[42] valid_0's poisson: -78.143 valid_0's quantile: 7.51621
[43] valid_0's poisson: -78.4373 valid_0's quantile: 7.449
[44] valid_0's poisson: -78.7363 valid_0's quantile: 7.38341
[45] valid_0's poisson: -79.0115 valid_0's quantile: 7.31828
[46] valid_0's poisson: -79.2828 valid_0's quantile: 7.25457
[47] valid_0's poisson: -79.5486 valid_0's quantile: 7.19283
[48] valid_0's poisson: -79.8367 valid_0's quantile: 7.12965
[49] valid_0's poisson: -80.0936 valid_0's quantile: 7.07028
[50] valid_0's poisson: -80.3713 valid_0's quantile: 7.01008
[51] valid_0's poisson: -80.6492 valid_0's quantile: 6.95138
[52] valid_0's poisson: -80.9294 valid_0's quantile: 6.90004
[53] valid_0's poisson: -81.2036 valid_0's quantile: 6.84377
[54] valid_0's poisson: -81.4632 valid_0's quantile: 6.79022
[55] valid_0's poisson: -81.7274 valid_0's quantile: 6.73815
[56] valid_0's poisson: -81.9772 valid_0's quantile: 6.68725
[57] valid_0's poisson: -82.2316 valid_0's quantile: 6.63772
[58] valid_0's poisson: -82.475 valid_0's quantile: 6.58889
[59] valid_0's poisson: -82.7298 valid_0's quantile: 6.54386
[60] valid_0's poisson: -82.9506 valid_0's quantile: 6.49692
[61] valid_0's poisson: -83.1805 valid_0's quantile: 6.45125
[62] valid_0's poisson: -83.4228 valid_0's quantile: 6.41035
[63] valid_0's poisson: -83.6511 valid_0's quantile: 6.3663
[64] valid_0's poisson: -83.8576 valid_0's quantile: 6.32468
[65] valid_0's poisson: -84.0888 valid_0's quantile: 6.28594
[66] valid_0's poisson: -84.2917 valid_0's quantile: 6.24325
[67] valid_0's poisson: -84.5185 valid_0's quantile: 6.20507
[68] valid_0's poisson: -84.7359 valid_0's quantile: 6.16515
[69] valid_0's poisson: -84.9534 valid_0's quantile: 6.1297
[70] valid_0's poisson: -85.1767 valid_0's quantile: 6.09529
[71] valid_0's poisson: -85.3623 valid_0's quantile: 6.05937
[72] valid_0's poisson: -85.5636 valid_0's quantile: 6.02024
[73] valid_0's poisson: -85.7711 valid_0's quantile: 5.98494
[74] valid_0's poisson: -85.9911 valid_0's quantile: 5.95107
[75] valid_0's poisson: -86.1813 valid_0's quantile: 5.91523
[76] valid_0's poisson: -86.3806 valid_0's quantile: 5.88012
[77] valid_0's poisson: -86.5657 valid_0's quantile: 5.84531
[78] valid_0's poisson: -86.783 valid_0's quantile: 5.81458
[79] valid_0's poisson: -86.9729 valid_0's quantile: 5.78268
[80] valid_0's poisson: -87.1492 valid_0's quantile: 5.74839
[81] valid_0's poisson: -87.3257 valid_0's quantile: 5.71533
[82] valid_0's poisson: -87.5305 valid_0's quantile: 5.68524
[83] valid_0's poisson: -87.7131 valid_0's quantile: 5.65445
[84] valid_0's poisson: -87.8963 valid_0's quantile: 5.62358
[85] valid_0's poisson: -88.072 valid_0's quantile: 5.59458
[86] valid_0's poisson: -88.2469 valid_0's quantile: 5.56351
[87] valid_0's poisson: -88.4378 valid_0's quantile: 5.53674
[88] valid_0's poisson: -88.6094 valid_0's quantile: 5.50719
[89] valid_0's poisson: -88.775 valid_0's quantile: 5.47934
[90] valid_0's poisson: -88.9568 valid_0's quantile: 5.45286
[91] valid_0's poisson: -89.1174 valid_0's quantile: 5.42651
[92] valid_0's poisson: -89.2759 valid_0's quantile: 5.40004
[93] valid_0's poisson: -89.4461 valid_0's quantile: 5.37509
[94] valid_0's poisson: -89.6036 valid_0's quantile: 5.34844
[95] valid_0's poisson: -89.7536 valid_0's quantile: 5.32358
[96] valid_0's poisson: -89.9037 valid_0's quantile: 5.29891
[97] valid_0's poisson: -90.051 valid_0's quantile: 5.27466
[98] valid_0's poisson: -90.2175 valid_0's quantile: 5.25263
[99] valid_0's poisson: -90.3762 valid_0's quantile: 5.22946
[100] valid_0's poisson: -90.5152 valid_0's quantile: 5.20636
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -63.2529 valid_0's quantile: 11.5404
[2] valid_0's poisson: -63.6987 valid_0's quantile: 11.3953
[3] valid_0's poisson: -64.1874 valid_0's quantile: 11.2462
[4] valid_0's poisson: -64.6624 valid_0's quantile: 11.1019
[5] valid_0's poisson: -65.0713 valid_0's quantile: 10.9688
[6] valid_0's poisson: -65.5181 valid_0's quantile: 10.8337
[7] valid_0's poisson: -65.967 valid_0's quantile: 10.7017
[8] valid_0's poisson: -66.3908 valid_0's quantile: 10.5751
[9] valid_0's poisson: -66.768 valid_0's quantile: 10.4582
[10] valid_0's poisson: -67.1715 valid_0's quantile: 10.3393
[11] valid_0's poisson: -67.5699 valid_0's quantile: 10.2254
[12] valid_0's poisson: -67.9575 valid_0's quantile: 10.1132
[13] valid_0's poisson: -68.3327 valid_0's quantile: 10.0044
[14] valid_0's poisson: -68.7087 valid_0's quantile: 9.89722
[15] valid_0's poisson: -69.0755 valid_0's quantile: 9.79317
[16] valid_0's poisson: -69.4396 valid_0's quantile: 9.6918
[17] valid_0's poisson: -69.7933 valid_0's quantile: 9.59376
[18] valid_0's poisson: -70.1775 valid_0's quantile: 9.48477
[19] valid_0's poisson: -70.5646 valid_0's quantile: 9.37762
[20] valid_0's poisson: -70.8981 valid_0's quantile: 9.28083
[21] valid_0's poisson: -71.2714 valid_0's quantile: 9.17986
[22] valid_0's poisson: -71.5873 valid_0's quantile: 9.08859
[23] valid_0's poisson: -71.9692 valid_0's quantile: 8.99067
[24] valid_0's poisson: -72.3601 valid_0's quantile: 8.89339
[25] valid_0's poisson: -72.7441 valid_0's quantile: 8.79819
[26] valid_0's poisson: -73.1201 valid_0's quantile: 8.70504
[27] valid_0's poisson: -73.4735 valid_0's quantile: 8.61695
[28] valid_0's poisson: -73.8481 valid_0's quantile: 8.52452
[29] valid_0's poisson: -74.2145 valid_0's quantile: 8.43421
[30] valid_0's poisson: -74.5729 valid_0's quantile: 8.34573
[31] valid_0's poisson: -74.9133 valid_0's quantile: 8.269
[32] valid_0's poisson: -75.2526 valid_0's quantile: 8.18745
[33] valid_0's poisson: -75.5955 valid_0's quantile: 8.10297
[34] valid_0's poisson: -75.9257 valid_0's quantile: 8.02097
[35] valid_0's poisson: -76.249 valid_0's quantile: 7.9414
[36] valid_0's poisson: -76.5626 valid_0's quantile: 7.8663
[37] valid_0's poisson: -76.871 valid_0's quantile: 7.79187
[38] valid_0's poisson: -77.1621 valid_0's quantile: 7.71952
[39] valid_0's poisson: -77.4723 valid_0's quantile: 7.65271
[40] valid_0's poisson: -77.7849 valid_0's quantile: 7.58096
[41] valid_0's poisson: -78.0911 valid_0's quantile: 7.51118
[42] valid_0's poisson: -78.3843 valid_0's quantile: 7.44412
[43] valid_0's poisson: -78.6692 valid_0's quantile: 7.37803
[44] valid_0's poisson: -78.9652 valid_0's quantile: 7.31081
[45] valid_0's poisson: -79.2552 valid_0's quantile: 7.24509
[46] valid_0's poisson: -79.5395 valid_0's quantile: 7.18109
[47] valid_0's poisson: -79.7994 valid_0's quantile: 7.11986
[48] valid_0's poisson: -80.0759 valid_0's quantile: 7.05858
[49] valid_0's poisson: -80.3644 valid_0's quantile: 7.00643
[50] valid_0's poisson: -80.6316 valid_0's quantile: 6.94782
[51] valid_0's poisson: -80.8751 valid_0's quantile: 6.89225
[52] valid_0's poisson: -81.1401 valid_0's quantile: 6.8368
[53] valid_0's poisson: -81.3778 valid_0's quantile: 6.78531
[54] valid_0's poisson: -81.6108 valid_0's quantile: 6.73566
[55] valid_0's poisson: -81.8654 valid_0's quantile: 6.68436
[56] valid_0's poisson: -82.1205 valid_0's quantile: 6.63929
[57] valid_0's poisson: -82.3424 valid_0's quantile: 6.59237
[58] valid_0's poisson: -82.5891 valid_0's quantile: 6.54955
[59] valid_0's poisson: -82.8314 valid_0's quantile: 6.50482
[60] valid_0's poisson: -83.0681 valid_0's quantile: 6.45841
[61] valid_0's poisson: -83.2952 valid_0's quantile: 6.41312
[62] valid_0's poisson: -83.518 valid_0's quantile: 6.36915
[63] valid_0's poisson: -83.7568 valid_0's quantile: 6.33072
[64] valid_0's poisson: -83.981 valid_0's quantile: 6.29256
[65] valid_0's poisson: -84.1763 valid_0's quantile: 6.25356
[66] valid_0's poisson: -84.4034 valid_0's quantile: 6.21572
[67] valid_0's poisson: -84.6144 valid_0's quantile: 6.17458
[68] valid_0's poisson: -84.8332 valid_0's quantile: 6.13886
[69] valid_0's poisson: -85.0185 valid_0's quantile: 6.10153
[70] valid_0's poisson: -85.2315 valid_0's quantile: 6.0663
[71] valid_0's poisson: -85.4084 valid_0's quantile: 6.03106
[72] valid_0's poisson: -85.6011 valid_0's quantile: 5.99369
[73] valid_0's poisson: -85.7953 valid_0's quantile: 5.95702
[74] valid_0's poisson: -85.988 valid_0's quantile: 5.92055
[75] valid_0's poisson: -86.1905 valid_0's quantile: 5.88437
[76] valid_0's poisson: -86.4055 valid_0's quantile: 5.85072
[77] valid_0's poisson: -86.6165 valid_0's quantile: 5.81787
[78] valid_0's poisson: -86.8037 valid_0's quantile: 5.78489
[79] valid_0's poisson: -86.996 valid_0's quantile: 5.75093
[80] valid_0's poisson: -87.1848 valid_0's quantile: 5.7175
[81] valid_0's poisson: -87.3561 valid_0's quantile: 5.68509
[82] valid_0's poisson: -87.5386 valid_0's quantile: 5.65251
[83] valid_0's poisson: -87.7104 valid_0's quantile: 5.62238
[84] valid_0's poisson: -87.8899 valid_0's quantile: 5.59135
[85] valid_0's poisson: -88.064 valid_0's quantile: 5.5617
[86] valid_0's poisson: -88.2418 valid_0's quantile: 5.53169
[87] valid_0's poisson: -88.4054 valid_0's quantile: 5.50303
[88] valid_0's poisson: -88.5777 valid_0's quantile: 5.47412
[89] valid_0's poisson: -88.7548 valid_0's quantile: 5.44699
[90] valid_0's poisson: -88.9164 valid_0's quantile: 5.41882
[91] valid_0's poisson: -89.0801 valid_0's quantile: 5.39151
[92] valid_0's poisson: -89.2408 valid_0's quantile: 5.36477
[93] valid_0's poisson: -89.3985 valid_0's quantile: 5.33846
[94] valid_0's poisson: -89.5483 valid_0's quantile: 5.31259
[95] valid_0's poisson: -89.6953 valid_0's quantile: 5.28739
[96] valid_0's poisson: -89.8405 valid_0's quantile: 5.26374
[97] valid_0's poisson: -89.9871 valid_0's quantile: 5.23935
[98] valid_0's poisson: -90.1442 valid_0's quantile: 5.21569
[99] valid_0's poisson: -90.2978 valid_0's quantile: 5.19468
[100] valid_0's poisson: -90.433 valid_0's quantile: 5.17244
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -63.8784 valid_0's quantile: 11.5354
[2] valid_0's poisson: -64.3215 valid_0's quantile: 11.3931
[3] valid_0's poisson: -64.8051 valid_0's quantile: 11.2461
[4] valid_0's poisson: -65.2752 valid_0's quantile: 11.1032
[5] valid_0's poisson: -65.7326 valid_0's quantile: 10.9646
[6] valid_0's poisson: -66.1777 valid_0's quantile: 10.8303
[7] valid_0's poisson: -66.6111 valid_0's quantile: 10.7
[8] valid_0's poisson: -66.9925 valid_0's quantile: 10.5806
[9] valid_0's poisson: -67.408 valid_0's quantile: 10.4583
[10] valid_0's poisson: -67.8131 valid_0's quantile: 10.3396
[11] valid_0's poisson: -68.2048 valid_0's quantile: 10.2254
[12] valid_0's poisson: -68.5904 valid_0's quantile: 10.1154
[13] valid_0's poisson: -68.9666 valid_0's quantile: 10.0084
[14] valid_0's poisson: -69.3338 valid_0's quantile: 9.90444
[15] valid_0's poisson: -69.6923 valid_0's quantile: 9.80331
[16] valid_0's poisson: -70.005 valid_0's quantile: 9.70981
[17] valid_0's poisson: -70.3917 valid_0's quantile: 9.59785
[18] valid_0's poisson: -70.7544 valid_0's quantile: 9.49052
[19] valid_0's poisson: -71.1491 valid_0's quantile: 9.38446
[20] valid_0's poisson: -71.5377 valid_0's quantile: 9.28205
[21] valid_0's poisson: -71.922 valid_0's quantile: 9.18065
[22] valid_0's poisson: -72.3073 valid_0's quantile: 9.08063
[23] valid_0's poisson: -72.6494 valid_0's quantile: 8.99465
[24] valid_0's poisson: -73.023 valid_0's quantile: 8.89873
[25] valid_0's poisson: -73.3511 valid_0's quantile: 8.81738
[26] valid_0's poisson: -73.7025 valid_0's quantile: 8.72663
[27] valid_0's poisson: -74.056 valid_0's quantile: 8.63723
[28] valid_0's poisson: -74.4017 valid_0's quantile: 8.55029
[29] valid_0's poisson: -74.7489 valid_0's quantile: 8.46445
[30] valid_0's poisson: -75.0857 valid_0's quantile: 8.38616
[31] valid_0's poisson: -75.4244 valid_0's quantile: 8.30145
[32] valid_0's poisson: -75.7556 valid_0's quantile: 8.2202
[33] valid_0's poisson: -76.0797 valid_0's quantile: 8.1405
[34] valid_0's poisson: -76.3975 valid_0's quantile: 8.06123
[35] valid_0's poisson: -76.7086 valid_0's quantile: 7.98353
[36] valid_0's poisson: -77.0109 valid_0's quantile: 7.90761
[37] valid_0's poisson: -77.3221 valid_0's quantile: 7.83684
[38] valid_0's poisson: -77.6198 valid_0's quantile: 7.7628
[39] valid_0's poisson: -77.931 valid_0's quantile: 7.68741
[40] valid_0's poisson: -78.2113 valid_0's quantile: 7.61748
[41] valid_0's poisson: -78.5124 valid_0's quantile: 7.54594
[42] valid_0's poisson: -78.8027 valid_0's quantile: 7.48218
[43] valid_0's poisson: -79.0871 valid_0's quantile: 7.41457
[44] valid_0's poisson: -79.3521 valid_0's quantile: 7.34981
[45] valid_0's poisson: -79.6333 valid_0's quantile: 7.28891
[46] valid_0's poisson: -79.9113 valid_0's quantile: 7.22415
[47] valid_0's poisson: -80.1643 valid_0's quantile: 7.16349
[48] valid_0's poisson: -80.4266 valid_0's quantile: 7.10266
[49] valid_0's poisson: -80.6913 valid_0's quantile: 7.0471
[50] valid_0's poisson: -80.9321 valid_0's quantile: 6.98935
[51] valid_0's poisson: -81.1681 valid_0's quantile: 6.93344
[52] valid_0's poisson: -81.4257 valid_0's quantile: 6.87652
[53] valid_0's poisson: -81.6783 valid_0's quantile: 6.82196
[54] valid_0's poisson: -81.9039 valid_0's quantile: 6.77177
[55] valid_0's poisson: -82.1485 valid_0's quantile: 6.72096
[56] valid_0's poisson: -82.3884 valid_0's quantile: 6.6712
[57] valid_0's poisson: -82.6041 valid_0's quantile: 6.62456
[58] valid_0's poisson: -82.8368 valid_0's quantile: 6.57642
[59] valid_0's poisson: -83.0858 valid_0's quantile: 6.53269
[60] valid_0's poisson: -83.32 valid_0's quantile: 6.49117
[61] valid_0's poisson: -83.5472 valid_0's quantile: 6.44538
[62] valid_0's poisson: -83.7649 valid_0's quantile: 6.40074
[63] valid_0's poisson: -83.9602 valid_0's quantile: 6.35961
[64] valid_0's poisson: -84.1531 valid_0's quantile: 6.31905
[65] valid_0's poisson: -84.3724 valid_0's quantile: 6.28038
[66] valid_0's poisson: -84.5829 valid_0's quantile: 6.2383
[67] valid_0's poisson: -84.8063 valid_0's quantile: 6.20152
[68] valid_0's poisson: -85.0256 valid_0's quantile: 6.16555
[69] valid_0's poisson: -85.2215 valid_0's quantile: 6.12644
[70] valid_0's poisson: -85.4515 valid_0's quantile: 6.09025
[71] valid_0's poisson: -85.644 valid_0's quantile: 6.052
[72] valid_0's poisson: -85.8357 valid_0's quantile: 6.01425
[73] valid_0's poisson: -86.0238 valid_0's quantile: 5.97768
[74] valid_0's poisson: -86.2138 valid_0's quantile: 5.94235
[75] valid_0's poisson: -86.4167 valid_0's quantile: 5.90988
[76] valid_0's poisson: -86.6159 valid_0's quantile: 5.87814
[77] valid_0's poisson: -86.8072 valid_0's quantile: 5.84415
[78] valid_0's poisson: -86.9817 valid_0's quantile: 5.81034
[79] valid_0's poisson: -87.1619 valid_0's quantile: 5.77685
[80] valid_0's poisson: -87.3303 valid_0's quantile: 5.74449
[81] valid_0's poisson: -87.5047 valid_0's quantile: 5.71246
[82] valid_0's poisson: -87.6873 valid_0's quantile: 5.67982
[83] valid_0's poisson: -87.8508 valid_0's quantile: 5.64828
[84] valid_0's poisson: -88.0392 valid_0's quantile: 5.61562
[85] valid_0's poisson: -88.1969 valid_0's quantile: 5.58585
[86] valid_0's poisson: -88.3714 valid_0's quantile: 5.55757
[87] valid_0's poisson: -88.5422 valid_0's quantile: 5.5263
[88] valid_0's poisson: -88.6921 valid_0's quantile: 5.49895
[89] valid_0's poisson: -88.857 valid_0's quantile: 5.46938
[90] valid_0's poisson: -89.0176 valid_0's quantile: 5.44202
[91] valid_0's poisson: -89.1752 valid_0's quantile: 5.41508
[92] valid_0's poisson: -89.3299 valid_0's quantile: 5.38857
[93] valid_0's poisson: -89.4968 valid_0's quantile: 5.36288
[94] valid_0's poisson: -89.667 valid_0's quantile: 5.33924
[95] valid_0's poisson: -89.8098 valid_0's quantile: 5.31366
[96] valid_0's poisson: -89.9445 valid_0's quantile: 5.28885
[97] valid_0's poisson: -90.1076 valid_0's quantile: 5.26611
[98] valid_0's poisson: -90.2451 valid_0's quantile: 5.24115
[99] valid_0's poisson: -90.3812 valid_0's quantile: 5.21662
[100] valid_0's poisson: -90.5129 valid_0's quantile: 5.19307
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.6169 valid_0's quantile: 11.5534
[2] valid_0's poisson: -63.0597 valid_0's quantile: 11.4132
[3] valid_0's poisson: -63.4898 valid_0's quantile: 11.2763
[4] valid_0's poisson: -63.9078 valid_0's quantile: 11.144
[5] valid_0's poisson: -64.3204 valid_0's quantile: 11.0155
[6] valid_0's poisson: -64.7219 valid_0's quantile: 10.8907
[7] valid_0's poisson: -65.1126 valid_0's quantile: 10.7705
[8] valid_0's poisson: -65.4877 valid_0's quantile: 10.6543
[9] valid_0's poisson: -65.8659 valid_0's quantile: 10.54
[10] valid_0's poisson: -66.2262 valid_0's quantile: 10.4316
[11] valid_0's poisson: -66.6284 valid_0's quantile: 10.3131
[12] valid_0's poisson: -67.089 valid_0's quantile: 10.1889
[13] valid_0's poisson: -67.5384 valid_0's quantile: 10.0674
[14] valid_0's poisson: -67.977 valid_0's quantile: 9.9499
[15] valid_0's poisson: -68.3924 valid_0's quantile: 9.83393
[16] valid_0's poisson: -68.8128 valid_0's quantile: 9.72357
[17] valid_0's poisson: -69.2107 valid_0's quantile: 9.61336
[18] valid_0's poisson: -69.5639 valid_0's quantile: 9.51069
[19] valid_0's poisson: -69.9662 valid_0's quantile: 9.40799
[20] valid_0's poisson: -70.3437 valid_0's quantile: 9.30644
[21] valid_0's poisson: -70.7272 valid_0's quantile: 9.20767
[22] valid_0's poisson: -71.0208 valid_0's quantile: 9.12866
[23] valid_0's poisson: -71.3649 valid_0's quantile: 9.04376
[24] valid_0's poisson: -71.7502 valid_0's quantile: 8.94938
[25] valid_0's poisson: -72.1089 valid_0's quantile: 8.86112
[26] valid_0's poisson: -72.4805 valid_0's quantile: 8.77065
[27] valid_0's poisson: -72.8576 valid_0's quantile: 8.68691
[28] valid_0's poisson: -73.2159 valid_0's quantile: 8.60038
[29] valid_0's poisson: -73.5823 valid_0's quantile: 8.52182
[30] valid_0's poisson: -73.941 valid_0's quantile: 8.43779
[31] valid_0's poisson: -74.2934 valid_0's quantile: 8.35377
[32] valid_0's poisson: -74.6475 valid_0's quantile: 8.27837
[33] valid_0's poisson: -74.9907 valid_0's quantile: 8.2033
[34] valid_0's poisson: -75.3201 valid_0's quantile: 8.12494
[35] valid_0's poisson: -75.6476 valid_0's quantile: 8.04753
[36] valid_0's poisson: -75.9708 valid_0's quantile: 7.97133
[37] valid_0's poisson: -76.3012 valid_0's quantile: 7.89986
[38] valid_0's poisson: -76.618 valid_0's quantile: 7.82619
[39] valid_0's poisson: -76.925 valid_0's quantile: 7.75458
[40] valid_0's poisson: -77.1933 valid_0's quantile: 7.68893
[41] valid_0's poisson: -77.4954 valid_0's quantile: 7.62383
[42] valid_0's poisson: -77.8054 valid_0's quantile: 7.55823
[43] valid_0's poisson: -78.1199 valid_0's quantile: 7.49349
[44] valid_0's poisson: -78.4054 valid_0's quantile: 7.42834
[45] valid_0's poisson: -78.6821 valid_0's quantile: 7.36577
[46] valid_0's poisson: -78.9533 valid_0's quantile: 7.30431
[47] valid_0's poisson: -79.2457 valid_0's quantile: 7.24041
[48] valid_0's poisson: -79.5236 valid_0's quantile: 7.1796
[49] valid_0's poisson: -79.7831 valid_0's quantile: 7.11986
[50] valid_0's poisson: -80.0374 valid_0's quantile: 7.06215
[51] valid_0's poisson: -80.3117 valid_0's quantile: 7.00403
[52] valid_0's poisson: -80.5806 valid_0's quantile: 6.94755
[53] valid_0's poisson: -80.848 valid_0's quantile: 6.89235
[54] valid_0's poisson: -81.1101 valid_0's quantile: 6.83946
[55] valid_0's poisson: -81.3454 valid_0's quantile: 6.79097
[56] valid_0's poisson: -81.5761 valid_0's quantile: 6.74353
[57] valid_0's poisson: -81.8022 valid_0's quantile: 6.69708
[58] valid_0's poisson: -82.0508 valid_0's quantile: 6.64775
[59] valid_0's poisson: -82.3128 valid_0's quantile: 6.60374
[60] valid_0's poisson: -82.5285 valid_0's quantile: 6.55997
[61] valid_0's poisson: -82.7831 valid_0's quantile: 6.51754
[62] valid_0's poisson: -83.0245 valid_0's quantile: 6.47201
[63] valid_0's poisson: -83.2479 valid_0's quantile: 6.42837
[64] valid_0's poisson: -83.4804 valid_0's quantile: 6.38472
[65] valid_0's poisson: -83.6957 valid_0's quantile: 6.34269
[66] valid_0's poisson: -83.9069 valid_0's quantile: 6.30148
[67] valid_0's poisson: -84.127 valid_0's quantile: 6.26008
[68] valid_0's poisson: -84.3215 valid_0's quantile: 6.22176
[69] valid_0's poisson: -84.5418 valid_0's quantile: 6.18578
[70] valid_0's poisson: -84.7304 valid_0's quantile: 6.14883
[71] valid_0's poisson: -84.9384 valid_0's quantile: 6.11314
[72] valid_0's poisson: -85.1325 valid_0's quantile: 6.07649
[73] valid_0's poisson: -85.3312 valid_0's quantile: 6.04278
[74] valid_0's poisson: -85.5547 valid_0's quantile: 6.00799
[75] valid_0's poisson: -85.7503 valid_0's quantile: 5.97205
[76] valid_0's poisson: -85.9493 valid_0's quantile: 5.93838
[77] valid_0's poisson: -86.1367 valid_0's quantile: 5.90407
[78] valid_0's poisson: -86.3345 valid_0's quantile: 5.87047
[79] valid_0's poisson: -86.5399 valid_0's quantile: 5.83913
[80] valid_0's poisson: -86.7338 valid_0's quantile: 5.80655
[81] valid_0's poisson: -86.9443 valid_0's quantile: 5.77497
[82] valid_0's poisson: -87.1186 valid_0's quantile: 5.7424
[83] valid_0's poisson: -87.3035 valid_0's quantile: 5.71077
[84] valid_0's poisson: -87.5054 valid_0's quantile: 5.68062
[85] valid_0's poisson: -87.7042 valid_0's quantile: 5.65117
[86] valid_0's poisson: -87.8691 valid_0's quantile: 5.62116
[87] valid_0's poisson: -88.034 valid_0's quantile: 5.59223
[88] valid_0's poisson: -88.1943 valid_0's quantile: 5.56352
[89] valid_0's poisson: -88.3528 valid_0's quantile: 5.53579
[90] valid_0's poisson: -88.5192 valid_0's quantile: 5.5077
[91] valid_0's poisson: -88.7016 valid_0's quantile: 5.48049
[92] valid_0's poisson: -88.8661 valid_0's quantile: 5.45253
[93] valid_0's poisson: -89.0233 valid_0's quantile: 5.42675
[94] valid_0's poisson: -89.1776 valid_0's quantile: 5.40159
[95] valid_0's poisson: -89.3289 valid_0's quantile: 5.37722
[96] valid_0's poisson: -89.4946 valid_0's quantile: 5.3493
[97] valid_0's poisson: -89.651 valid_0's quantile: 5.32375
[98] valid_0's poisson: -89.8046 valid_0's quantile: 5.29878
[99] valid_0's poisson: -89.9534 valid_0's quantile: 5.27486
[100] valid_0's poisson: -90.1007 valid_0's quantile: 5.24781
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -93.4083 valid_0's quantile: 4.99684
[2] valid_0's poisson: -97.9306 valid_0's quantile: 3.96898
[3] valid_0's poisson: -99.5909 valid_0's quantile: 3.76728
[4] valid_0's poisson: -100.243 valid_0's quantile: 3.64127
[5] valid_0's poisson: -100.613 valid_0's quantile: 3.56104
[6] valid_0's poisson: -100.695 valid_0's quantile: 3.54393
[7] valid_0's poisson: -101.149 valid_0's quantile: 3.46857
[8] valid_0's poisson: -101.524 valid_0's quantile: 3.4095
[9] valid_0's poisson: -101.689 valid_0's quantile: 3.37619
[10] valid_0's poisson: -102.2 valid_0's quantile: 3.33897
[11] valid_0's poisson: -102.298 valid_0's quantile: 3.31048
[12] valid_0's poisson: -102.362 valid_0's quantile: 3.30633
[13] valid_0's poisson: -102.342 valid_0's quantile: 3.32256
[14] valid_0's poisson: -102.63 valid_0's quantile: 3.31833
[15] valid_0's poisson: -102.621 valid_0's quantile: 3.2881
[16] valid_0's poisson: -102.604 valid_0's quantile: 3.30694
[17] valid_0's poisson: -102.721 valid_0's quantile: 3.26537
[18] valid_0's poisson: -102.905 valid_0's quantile: 3.2294
[19] valid_0's poisson: -103.001 valid_0's quantile: 3.22989
[20] valid_0's poisson: -102.981 valid_0's quantile: 3.23114
[21] valid_0's poisson: -103.02 valid_0's quantile: 3.22859
[22] valid_0's poisson: -103.056 valid_0's quantile: 3.22717
[23] valid_0's poisson: -103.047 valid_0's quantile: 3.22566
[24] valid_0's poisson: -103.116 valid_0's quantile: 3.21749
[25] valid_0's poisson: -103.165 valid_0's quantile: 3.21486
[26] valid_0's poisson: -103.194 valid_0's quantile: 3.21151
[27] valid_0's poisson: -103.144 valid_0's quantile: 3.21648
[28] valid_0's poisson: -103.065 valid_0's quantile: 3.22665
[29] valid_0's poisson: -103.161 valid_0's quantile: 3.21548
[30] valid_0's poisson: -103.121 valid_0's quantile: 3.21123
[31] valid_0's poisson: -103.16 valid_0's quantile: 3.21141
[32] valid_0's poisson: -103.219 valid_0's quantile: 3.2206
[33] valid_0's poisson: -103.159 valid_0's quantile: 3.21317
[34] valid_0's poisson: -103.205 valid_0's quantile: 3.20647
[35] valid_0's poisson: -103.256 valid_0's quantile: 3.20033
[36] valid_0's poisson: -103.266 valid_0's quantile: 3.19919
[37] valid_0's poisson: -103.285 valid_0's quantile: 3.20752
[38] valid_0's poisson: -103.336 valid_0's quantile: 3.21452
[39] valid_0's poisson: -103.378 valid_0's quantile: 3.20616
[40] valid_0's poisson: -103.392 valid_0's quantile: 3.21027
[41] valid_0's poisson: -103.424 valid_0's quantile: 3.19786
[42] valid_0's poisson: -103.431 valid_0's quantile: 3.19855
[43] valid_0's poisson: -103.411 valid_0's quantile: 3.20826
[44] valid_0's poisson: -103.437 valid_0's quantile: 3.20306
[45] valid_0's poisson: -103.46 valid_0's quantile: 3.214
[46] valid_0's poisson: -103.451 valid_0's quantile: 3.21353
[47] valid_0's poisson: -103.481 valid_0's quantile: 3.21675
[48] valid_0's poisson: -103.436 valid_0's quantile: 3.21732
[49] valid_0's poisson: -103.446 valid_0's quantile: 3.22194
[50] valid_0's poisson: -103.443 valid_0's quantile: 3.22375
[51] valid_0's poisson: -103.43 valid_0's quantile: 3.22571
[52] valid_0's poisson: -103.432 valid_0's quantile: 3.22583
[53] valid_0's poisson: -103.368 valid_0's quantile: 3.22522
[54] valid_0's poisson: -103.407 valid_0's quantile: 3.22265
[55] valid_0's poisson: -103.412 valid_0's quantile: 3.22253
[56] valid_0's poisson: -103.411 valid_0's quantile: 3.22121
[57] valid_0's poisson: -103.436 valid_0's quantile: 3.22
[58] valid_0's poisson: -103.399 valid_0's quantile: 3.22773
[59] valid_0's poisson: -103.381 valid_0's quantile: 3.21969
[60] valid_0's poisson: -103.416 valid_0's quantile: 3.21551
[61] valid_0's poisson: -103.393 valid_0's quantile: 3.218
[62] valid_0's poisson: -103.519 valid_0's quantile: 3.19753
[63] valid_0's poisson: -103.497 valid_0's quantile: 3.18972
[64] valid_0's poisson: -103.486 valid_0's quantile: 3.19548
[65] valid_0's poisson: -103.473 valid_0's quantile: 3.19684
[66] valid_0's poisson: -103.497 valid_0's quantile: 3.19135
[67] valid_0's poisson: -103.509 valid_0's quantile: 3.19754
[68] valid_0's poisson: -103.557 valid_0's quantile: 3.20099
[69] valid_0's poisson: -103.512 valid_0's quantile: 3.20046
[70] valid_0's poisson: -103.572 valid_0's quantile: 3.19969
[71] valid_0's poisson: -103.609 valid_0's quantile: 3.20173
[72] valid_0's poisson: -103.556 valid_0's quantile: 3.20325
[73] valid_0's poisson: -103.59 valid_0's quantile: 3.20858
[74] valid_0's poisson: -103.556 valid_0's quantile: 3.21125
[75] valid_0's poisson: -103.571 valid_0's quantile: 3.2078
[76] valid_0's poisson: -103.575 valid_0's quantile: 3.20321
[77] valid_0's poisson: -103.433 valid_0's quantile: 3.20628
[78] valid_0's poisson: -103.492 valid_0's quantile: 3.20547
[79] valid_0's poisson: -103.497 valid_0's quantile: 3.20935
[80] valid_0's poisson: -103.234 valid_0's quantile: 3.21082
[81] valid_0's poisson: -103.222 valid_0's quantile: 3.20773
[82] valid_0's poisson: -103.282 valid_0's quantile: 3.2051
[83] valid_0's poisson: -103.284 valid_0's quantile: 3.20363
[84] valid_0's poisson: -103.333 valid_0's quantile: 3.20004
[85] valid_0's poisson: -103.234 valid_0's quantile: 3.20037
[86] valid_0's poisson: -103.234 valid_0's quantile: 3.19808
[87] valid_0's poisson: -103.213 valid_0's quantile: 3.20102
[88] valid_0's poisson: -103.23 valid_0's quantile: 3.19486
[89] valid_0's poisson: -103.225 valid_0's quantile: 3.19671
[90] valid_0's poisson: -103.219 valid_0's quantile: 3.19745
[91] valid_0's poisson: -103.243 valid_0's quantile: 3.19605
[92] valid_0's poisson: -103.237 valid_0's quantile: 3.197
[93] valid_0's poisson: -103.223 valid_0's quantile: 3.19627
[94] valid_0's poisson: -103.229 valid_0's quantile: 3.19525
[95] valid_0's poisson: -103.248 valid_0's quantile: 3.19683
[96] valid_0's poisson: -103.244 valid_0's quantile: 3.19702
[97] valid_0's poisson: -103.276 valid_0's quantile: 3.20347
[98] valid_0's poisson: -103.251 valid_0's quantile: 3.20323
[99] valid_0's poisson: -103.253 valid_0's quantile: 3.20442
[100] valid_0's poisson: -103.246 valid_0's quantile: 3.20854
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=10, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -93.3747 valid_0's quantile: 5.06713
[2] valid_0's poisson: -98.7439 valid_0's quantile: 4.01688
[3] valid_0's poisson: -100.394 valid_0's quantile: 3.72014
[4] valid_0's poisson: -100.641 valid_0's quantile: 3.64759
[5] valid_0's poisson: -101.201 valid_0's quantile: 3.53078
[6] valid_0's poisson: -101.273 valid_0's quantile: 3.5148
[7] valid_0's poisson: -101.325 valid_0's quantile: 3.49752
[8] valid_0's poisson: -101.431 valid_0's quantile: 3.46758
[9] valid_0's poisson: -101.741 valid_0's quantile: 3.43162
[10] valid_0's poisson: -102.286 valid_0's quantile: 3.36947
[11] valid_0's poisson: -102.343 valid_0's quantile: 3.35482
[12] valid_0's poisson: -102.293 valid_0's quantile: 3.35306
[13] valid_0's poisson: -102.343 valid_0's quantile: 3.33713
[14] valid_0's poisson: -102.4 valid_0's quantile: 3.33988
[15] valid_0's poisson: -102.481 valid_0's quantile: 3.31636
[16] valid_0's poisson: -102.428 valid_0's quantile: 3.31732
[17] valid_0's poisson: -102.396 valid_0's quantile: 3.3278
[18] valid_0's poisson: -102.343 valid_0's quantile: 3.3127
[19] valid_0's poisson: -102.34 valid_0's quantile: 3.31802
[20] valid_0's poisson: -102.7 valid_0's quantile: 3.28221
[21] valid_0's poisson: -102.672 valid_0's quantile: 3.28843
[22] valid_0's poisson: -102.726 valid_0's quantile: 3.27476
[23] valid_0's poisson: -102.538 valid_0's quantile: 3.28433
[24] valid_0's poisson: -102.496 valid_0's quantile: 3.29325
[25] valid_0's poisson: -102.867 valid_0's quantile: 3.2934
[26] valid_0's poisson: -102.8 valid_0's quantile: 3.3029
[27] valid_0's poisson: -102.45 valid_0's quantile: 3.29388
[28] valid_0's poisson: -102.423 valid_0's quantile: 3.29854
[29] valid_0's poisson: -102.548 valid_0's quantile: 3.29292
[30] valid_0's poisson: -102.521 valid_0's quantile: 3.29102
[31] valid_0's poisson: -102.623 valid_0's quantile: 3.24928
[32] valid_0's poisson: -102.701 valid_0's quantile: 3.25387
[33] valid_0's poisson: -102.711 valid_0's quantile: 3.24388
[34] valid_0's poisson: -102.924 valid_0's quantile: 3.22567
[35] valid_0's poisson: -102.992 valid_0's quantile: 3.23675
[36] valid_0's poisson: -103.193 valid_0's quantile: 3.23947
[37] valid_0's poisson: -103.106 valid_0's quantile: 3.2404
[38] valid_0's poisson: -103.001 valid_0's quantile: 3.24588
[39] valid_0's poisson: -103.142 valid_0's quantile: 3.23151
[40] valid_0's poisson: -103.115 valid_0's quantile: 3.23737
[41] valid_0's poisson: -103.076 valid_0's quantile: 3.23702
[42] valid_0's poisson: -102.877 valid_0's quantile: 3.2389
[43] valid_0's poisson: -102.922 valid_0's quantile: 3.23645
[44] valid_0's poisson: -102.889 valid_0's quantile: 3.24061
[45] valid_0's poisson: -103.042 valid_0's quantile: 3.24152
[46] valid_0's poisson: -103.043 valid_0's quantile: 3.2385
[47] valid_0's poisson: -102.968 valid_0's quantile: 3.25526
[48] valid_0's poisson: -102.996 valid_0's quantile: 3.25609
[49] valid_0's poisson: -103.022 valid_0's quantile: 3.2603
[50] valid_0's poisson: -103.018 valid_0's quantile: 3.26515
[51] valid_0's poisson: -102.947 valid_0's quantile: 3.2613
[52] valid_0's poisson: -102.879 valid_0's quantile: 3.27142
[53] valid_0's poisson: -102.843 valid_0's quantile: 3.26783
[54] valid_0's poisson: -102.845 valid_0's quantile: 3.26083
[55] valid_0's poisson: -102.798 valid_0's quantile: 3.25472
[56] valid_0's poisson: -102.9 valid_0's quantile: 3.25944
[57] valid_0's poisson: -102.914 valid_0's quantile: 3.26087
[58] valid_0's poisson: -102.848 valid_0's quantile: 3.25982
[59] valid_0's poisson: -102.839 valid_0's quantile: 3.26648
[60] valid_0's poisson: -102.829 valid_0's quantile: 3.26881
[61] valid_0's poisson: -102.888 valid_0's quantile: 3.27333
[62] valid_0's poisson: -102.916 valid_0's quantile: 3.27448
[63] valid_0's poisson: -102.815 valid_0's quantile: 3.27748
[64] valid_0's poisson: -102.864 valid_0's quantile: 3.2778
[65] valid_0's poisson: -102.998 valid_0's quantile: 3.27648
[66] valid_0's poisson: -103.054 valid_0's quantile: 3.27622
[67] valid_0's poisson: -103.032 valid_0's quantile: 3.27669
[68] valid_0's poisson: -103.003 valid_0's quantile: 3.27696
[69] valid_0's poisson: -103.022 valid_0's quantile: 3.28359
[70] valid_0's poisson: -102.955 valid_0's quantile: 3.28959
[71] valid_0's poisson: -102.983 valid_0's quantile: 3.28462
[72] valid_0's poisson: -102.975 valid_0's quantile: 3.2811
[73] valid_0's poisson: -102.966 valid_0's quantile: 3.28544
[74] valid_0's poisson: -103.029 valid_0's quantile: 3.28063
[75] valid_0's poisson: -102.98 valid_0's quantile: 3.27825
[76] valid_0's poisson: -102.967 valid_0's quantile: 3.27518
[77] valid_0's poisson: -102.969 valid_0's quantile: 3.27074
[78] valid_0's poisson: -102.978 valid_0's quantile: 3.27433
[79] valid_0's poisson: -102.97 valid_0's quantile: 3.27317
[80] valid_0's poisson: -102.961 valid_0's quantile: 3.27646
[81] valid_0's poisson: -102.968 valid_0's quantile: 3.27249
[82] valid_0's poisson: -102.924 valid_0's quantile: 3.27184
[83] valid_0's poisson: -102.941 valid_0's quantile: 3.27271
[84] valid_0's poisson: -102.964 valid_0's quantile: 3.27049
[85] valid_0's poisson: -102.999 valid_0's quantile: 3.27309
[86] valid_0's poisson: -103.002 valid_0's quantile: 3.27143
[87] valid_0's poisson: -103.06 valid_0's quantile: 3.27067
[88] valid_0's poisson: -102.938 valid_0's quantile: 3.27718
[89] valid_0's poisson: -102.946 valid_0's quantile: 3.27995
[90] valid_0's poisson: -102.938 valid_0's quantile: 3.2801
[91] valid_0's poisson: -102.957 valid_0's quantile: 3.27822
[92] valid_0's poisson: -102.966 valid_0's quantile: 3.27821
[93] valid_0's poisson: -103.059 valid_0's quantile: 3.2807
[94] valid_0's poisson: -103.052 valid_0's quantile: 3.28081
[95] valid_0's poisson: -103.007 valid_0's quantile: 3.27913
[96] valid_0's poisson: -103.019 valid_0's quantile: 3.28267
[97] valid_0's poisson: -103.007 valid_0's quantile: 3.28251
[98] valid_0's poisson: -103.035 valid_0's quantile: 3.28179
[99] valid_0's poisson: -102.921 valid_0's quantile: 3.28317
[100] valid_0's poisson: -102.919 valid_0's quantile: 3.28672
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=10, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -92.6003 valid_0's quantile: 5.12877
[2] valid_0's poisson: -98.8822 valid_0's quantile: 3.95551
[3] valid_0's poisson: -100.601 valid_0's quantile: 3.60901
[4] valid_0's poisson: -101.237 valid_0's quantile: 3.4625
[5] valid_0's poisson: -101.323 valid_0's quantile: 3.47122
[6] valid_0's poisson: -101.354 valid_0's quantile: 3.46481
[7] valid_0's poisson: -101.128 valid_0's quantile: 3.45596
[8] valid_0's poisson: -101.434 valid_0's quantile: 3.43822
[9] valid_0's poisson: -101.441 valid_0's quantile: 3.39139
[10] valid_0's poisson: -101.687 valid_0's quantile: 3.37434
[11] valid_0's poisson: -101.98 valid_0's quantile: 3.3511
[12] valid_0's poisson: -101.784 valid_0's quantile: 3.3494
[13] valid_0's poisson: -101.835 valid_0's quantile: 3.34503
[14] valid_0's poisson: -101.797 valid_0's quantile: 3.34682
[15] valid_0's poisson: -101.94 valid_0's quantile: 3.34755
[16] valid_0's poisson: -101.967 valid_0's quantile: 3.34751
[17] valid_0's poisson: -101.914 valid_0's quantile: 3.29439
[18] valid_0's poisson: -102.12 valid_0's quantile: 3.29703
[19] valid_0's poisson: -102.136 valid_0's quantile: 3.28016
[20] valid_0's poisson: -102.261 valid_0's quantile: 3.28211
[21] valid_0's poisson: -102.253 valid_0's quantile: 3.28017
[22] valid_0's poisson: -102.217 valid_0's quantile: 3.2885
[23] valid_0's poisson: -102.268 valid_0's quantile: 3.2905
[24] valid_0's poisson: -102.288 valid_0's quantile: 3.29035
[25] valid_0's poisson: -102.308 valid_0's quantile: 3.28851
[26] valid_0's poisson: -102.531 valid_0's quantile: 3.25128
[27] valid_0's poisson: -102.57 valid_0's quantile: 3.24968
[28] valid_0's poisson: -102.583 valid_0's quantile: 3.25001
[29] valid_0's poisson: -102.529 valid_0's quantile: 3.23713
[30] valid_0's poisson: -102.577 valid_0's quantile: 3.24524
[31] valid_0's poisson: -102.762 valid_0's quantile: 3.23351
[32] valid_0's poisson: -102.731 valid_0's quantile: 3.22153
[33] valid_0's poisson: -102.742 valid_0's quantile: 3.22154
[34] valid_0's poisson: -102.789 valid_0's quantile: 3.18782
[35] valid_0's poisson: -102.77 valid_0's quantile: 3.19577
[36] valid_0's poisson: -102.83 valid_0's quantile: 3.19699
[37] valid_0's poisson: -102.88 valid_0's quantile: 3.19188
[38] valid_0's poisson: -102.837 valid_0's quantile: 3.20102
[39] valid_0's poisson: -102.916 valid_0's quantile: 3.20061
[40] valid_0's poisson: -103.012 valid_0's quantile: 3.18517
[41] valid_0's poisson: -102.984 valid_0's quantile: 3.18957
[42] valid_0's poisson: -103.147 valid_0's quantile: 3.19471
[43] valid_0's poisson: -103 valid_0's quantile: 3.20584
[44] valid_0's poisson: -103.015 valid_0's quantile: 3.20732
[45] valid_0's poisson: -102.98 valid_0's quantile: 3.20952
[46] valid_0's poisson: -103.346 valid_0's quantile: 3.20677
[47] valid_0's poisson: -103.279 valid_0's quantile: 3.20672
[48] valid_0's poisson: -103.245 valid_0's quantile: 3.19628
[49] valid_0's poisson: -103.263 valid_0's quantile: 3.19304
[50] valid_0's poisson: -103.244 valid_0's quantile: 3.1941
[51] valid_0's poisson: -103.313 valid_0's quantile: 3.1824
[52] valid_0's poisson: -103.405 valid_0's quantile: 3.18448
[53] valid_0's poisson: -103.373 valid_0's quantile: 3.17112
[54] valid_0's poisson: -103.378 valid_0's quantile: 3.17109
[55] valid_0's poisson: -103.378 valid_0's quantile: 3.17213
[56] valid_0's poisson: -103.452 valid_0's quantile: 3.15704
[57] valid_0's poisson: -103.396 valid_0's quantile: 3.16
[58] valid_0's poisson: -103.415 valid_0's quantile: 3.16799
[59] valid_0's poisson: -103.543 valid_0's quantile: 3.16891
[60] valid_0's poisson: -103.549 valid_0's quantile: 3.16604
[61] valid_0's poisson: -103.506 valid_0's quantile: 3.16722
[62] valid_0's poisson: -103.516 valid_0's quantile: 3.17419
[63] valid_0's poisson: -103.612 valid_0's quantile: 3.17294
[64] valid_0's poisson: -103.554 valid_0's quantile: 3.17467
[65] valid_0's poisson: -103.557 valid_0's quantile: 3.17746
[66] valid_0's poisson: -103.571 valid_0's quantile: 3.1744
[67] valid_0's poisson: -103.587 valid_0's quantile: 3.17909
[68] valid_0's poisson: -103.576 valid_0's quantile: 3.18043
[69] valid_0's poisson: -103.509 valid_0's quantile: 3.18318
[70] valid_0's poisson: -103.521 valid_0's quantile: 3.17465
[71] valid_0's poisson: -103.51 valid_0's quantile: 3.17894
[72] valid_0's poisson: -103.548 valid_0's quantile: 3.18195
[73] valid_0's poisson: -103.503 valid_0's quantile: 3.18345
[74] valid_0's poisson: -103.547 valid_0's quantile: 3.17798
[75] valid_0's poisson: -103.588 valid_0's quantile: 3.18579
[76] valid_0's poisson: -103.575 valid_0's quantile: 3.18898
[77] valid_0's poisson: -103.615 valid_0's quantile: 3.18917
[78] valid_0's poisson: -103.573 valid_0's quantile: 3.18014
[79] valid_0's poisson: -103.611 valid_0's quantile: 3.18121
[80] valid_0's poisson: -103.627 valid_0's quantile: 3.17804
[81] valid_0's poisson: -103.61 valid_0's quantile: 3.17968
[82] valid_0's poisson: -103.727 valid_0's quantile: 3.1734
[83] valid_0's poisson: -103.727 valid_0's quantile: 3.17608
[84] valid_0's poisson: -103.671 valid_0's quantile: 3.1744
[85] valid_0's poisson: -103.682 valid_0's quantile: 3.17713
[86] valid_0's poisson: -103.75 valid_0's quantile: 3.16157
[87] valid_0's poisson: -103.747 valid_0's quantile: 3.16221
[88] valid_0's poisson: -103.747 valid_0's quantile: 3.16123
[89] valid_0's poisson: -103.719 valid_0's quantile: 3.16542
[90] valid_0's poisson: -103.754 valid_0's quantile: 3.16539
[91] valid_0's poisson: -103.678 valid_0's quantile: 3.16762
[92] valid_0's poisson: -103.75 valid_0's quantile: 3.17061
[93] valid_0's poisson: -103.734 valid_0's quantile: 3.17635
[94] valid_0's poisson: -103.706 valid_0's quantile: 3.18027
[95] valid_0's poisson: -103.714 valid_0's quantile: 3.18079
[96] valid_0's poisson: -103.714 valid_0's quantile: 3.17507
[97] valid_0's poisson: -103.672 valid_0's quantile: 3.17787
[98] valid_0's poisson: -103.704 valid_0's quantile: 3.17751
[99] valid_0's poisson: -103.688 valid_0's quantile: 3.17759
[100] valid_0's poisson: -103.734 valid_0's quantile: 3.17383
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=10, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -93.7044 valid_0's quantile: 4.851
[2] valid_0's poisson: -100.022 valid_0's quantile: 3.76563
[3] valid_0's poisson: -100.892 valid_0's quantile: 3.54017
[4] valid_0's poisson: -100.989 valid_0's quantile: 3.43301
[5] valid_0's poisson: -101.17 valid_0's quantile: 3.39917
[6] valid_0's poisson: -101.192 valid_0's quantile: 3.36117
[7] valid_0's poisson: -101.517 valid_0's quantile: 3.32781
[8] valid_0's poisson: -101.561 valid_0's quantile: 3.31623
[9] valid_0's poisson: -102.081 valid_0's quantile: 3.27382
[10] valid_0's poisson: -102.019 valid_0's quantile: 3.26229
[11] valid_0's poisson: -101.994 valid_0's quantile: 3.26298
[12] valid_0's poisson: -102.115 valid_0's quantile: 3.25519
[13] valid_0's poisson: -101.97 valid_0's quantile: 3.26121
[14] valid_0's poisson: -102.277 valid_0's quantile: 3.20273
[15] valid_0's poisson: -102.248 valid_0's quantile: 3.18035
[16] valid_0's poisson: -102.361 valid_0's quantile: 3.18395
[17] valid_0's poisson: -102.473 valid_0's quantile: 3.17111
[18] valid_0's poisson: -102.504 valid_0's quantile: 3.17196
[19] valid_0's poisson: -102.474 valid_0's quantile: 3.16682
[20] valid_0's poisson: -102.654 valid_0's quantile: 3.15438
[21] valid_0's poisson: -102.718 valid_0's quantile: 3.15556
[22] valid_0's poisson: -102.708 valid_0's quantile: 3.15118
[23] valid_0's poisson: -102.796 valid_0's quantile: 3.14914
[24] valid_0's poisson: -102.747 valid_0's quantile: 3.15517
[25] valid_0's poisson: -102.813 valid_0's quantile: 3.1554
[26] valid_0's poisson: -102.59 valid_0's quantile: 3.16917
[27] valid_0's poisson: -102.53 valid_0's quantile: 3.1684
[28] valid_0's poisson: -102.554 valid_0's quantile: 3.17159
[29] valid_0's poisson: -102.783 valid_0's quantile: 3.16963
[30] valid_0's poisson: -102.785 valid_0's quantile: 3.1737
[31] valid_0's poisson: -102.558 valid_0's quantile: 3.17836
[32] valid_0's poisson: -102.442 valid_0's quantile: 3.17874
[33] valid_0's poisson: -102.398 valid_0's quantile: 3.18112
[34] valid_0's poisson: -102.358 valid_0's quantile: 3.17112
[35] valid_0's poisson: -102.36 valid_0's quantile: 3.17059
[36] valid_0's poisson: -102.389 valid_0's quantile: 3.16934
[37] valid_0's poisson: -102.378 valid_0's quantile: 3.17098
[38] valid_0's poisson: -102.325 valid_0's quantile: 3.17837
[39] valid_0's poisson: -102.265 valid_0's quantile: 3.1688
[40] valid_0's poisson: -102.259 valid_0's quantile: 3.17036
[41] valid_0's poisson: -102.22 valid_0's quantile: 3.17461
[42] valid_0's poisson: -102.523 valid_0's quantile: 3.16923
[43] valid_0's poisson: -102.393 valid_0's quantile: 3.17218
[44] valid_0's poisson: -102.414 valid_0's quantile: 3.17348
[45] valid_0's poisson: -102.439 valid_0's quantile: 3.16659
[46] valid_0's poisson: -102.332 valid_0's quantile: 3.13574
[47] valid_0's poisson: -102.371 valid_0's quantile: 3.13233
[48] valid_0's poisson: -102.244 valid_0's quantile: 3.13258
[49] valid_0's poisson: -102.243 valid_0's quantile: 3.14219
[50] valid_0's poisson: -102.311 valid_0's quantile: 3.14783
[51] valid_0's poisson: -102.411 valid_0's quantile: 3.15113
[52] valid_0's poisson: -102.437 valid_0's quantile: 3.15145
[53] valid_0's poisson: -102.39 valid_0's quantile: 3.1495
[54] valid_0's poisson: -102.301 valid_0's quantile: 3.14845
[55] valid_0's poisson: -102.312 valid_0's quantile: 3.1535
[56] valid_0's poisson: -102.298 valid_0's quantile: 3.15628
[57] valid_0's poisson: -102.342 valid_0's quantile: 3.15011
[58] valid_0's poisson: -102.341 valid_0's quantile: 3.15157
[59] valid_0's poisson: -102.341 valid_0's quantile: 3.15506
[60] valid_0's poisson: -102.353 valid_0's quantile: 3.15383
[61] valid_0's poisson: -102.366 valid_0's quantile: 3.15518
[62] valid_0's poisson: -102.217 valid_0's quantile: 3.15247
[63] valid_0's poisson: -102.433 valid_0's quantile: 3.15283
[64] valid_0's poisson: -102.369 valid_0's quantile: 3.14662
[65] valid_0's poisson: -102.457 valid_0's quantile: 3.14779
[66] valid_0's poisson: -102.467 valid_0's quantile: 3.14789
[67] valid_0's poisson: -102.31 valid_0's quantile: 3.14836
[68] valid_0's poisson: -102.312 valid_0's quantile: 3.15234
[69] valid_0's poisson: -102.368 valid_0's quantile: 3.13999
[70] valid_0's poisson: -102.388 valid_0's quantile: 3.14225
[71] valid_0's poisson: -102.411 valid_0's quantile: 3.14106
[72] valid_0's poisson: -102.466 valid_0's quantile: 3.14045
[73] valid_0's poisson: -102.444 valid_0's quantile: 3.13902
[74] valid_0's poisson: -102.513 valid_0's quantile: 3.14315
[75] valid_0's poisson: -102.544 valid_0's quantile: 3.13984
[76] valid_0's poisson: -102.508 valid_0's quantile: 3.14233
[77] valid_0's poisson: -102.5 valid_0's quantile: 3.14395
[78] valid_0's poisson: -102.544 valid_0's quantile: 3.14255
[79] valid_0's poisson: -102.48 valid_0's quantile: 3.14173
[80] valid_0's poisson: -102.582 valid_0's quantile: 3.1506
[81] valid_0's poisson: -102.589 valid_0's quantile: 3.15336
[82] valid_0's poisson: -102.81 valid_0's quantile: 3.15343
[83] valid_0's poisson: -102.812 valid_0's quantile: 3.15339
[84] valid_0's poisson: -102.816 valid_0's quantile: 3.15422
[85] valid_0's poisson: -102.631 valid_0's quantile: 3.15472
[86] valid_0's poisson: -102.684 valid_0's quantile: 3.15253
[87] valid_0's poisson: -102.545 valid_0's quantile: 3.15167
[88] valid_0's poisson: -102.587 valid_0's quantile: 3.15162
[89] valid_0's poisson: -102.583 valid_0's quantile: 3.15365
[90] valid_0's poisson: -102.539 valid_0's quantile: 3.16919
[91] valid_0's poisson: -102.583 valid_0's quantile: 3.16909
[92] valid_0's poisson: -102.592 valid_0's quantile: 3.16977
[93] valid_0's poisson: -102.594 valid_0's quantile: 3.16891
[94] valid_0's poisson: -102.583 valid_0's quantile: 3.17585
[95] valid_0's poisson: -102.591 valid_0's quantile: 3.17654
[96] valid_0's poisson: -102.605 valid_0's quantile: 3.17574
[97] valid_0's poisson: -102.524 valid_0's quantile: 3.17804
[98] valid_0's poisson: -102.604 valid_0's quantile: 3.17837
[99] valid_0's poisson: -102.54 valid_0's quantile: 3.17959
[100] valid_0's poisson: -102.558 valid_0's quantile: 3.17958
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=10, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -93.1736 valid_0's quantile: 5.03553
[2] valid_0's poisson: -99.8013 valid_0's quantile: 3.77364
[3] valid_0's poisson: -100.498 valid_0's quantile: 3.61488
[4] valid_0's poisson: -100.327 valid_0's quantile: 3.56411
[5] valid_0's poisson: -100.63 valid_0's quantile: 3.51868
[6] valid_0's poisson: -101.332 valid_0's quantile: 3.47709
[7] valid_0's poisson: -101.345 valid_0's quantile: 3.36603
[8] valid_0's poisson: -101.812 valid_0's quantile: 3.34167
[9] valid_0's poisson: -101.826 valid_0's quantile: 3.33539
[10] valid_0's poisson: -101.991 valid_0's quantile: 3.31254
[11] valid_0's poisson: -102.083 valid_0's quantile: 3.29685
[12] valid_0's poisson: -102.226 valid_0's quantile: 3.28772
[13] valid_0's poisson: -102.347 valid_0's quantile: 3.27359
[14] valid_0's poisson: -102.365 valid_0's quantile: 3.27228
[15] valid_0's poisson: -102.414 valid_0's quantile: 3.25259
[16] valid_0's poisson: -102.416 valid_0's quantile: 3.22273
[17] valid_0's poisson: -102.452 valid_0's quantile: 3.2249
[18] valid_0's poisson: -102.543 valid_0's quantile: 3.22251
[19] valid_0's poisson: -102.515 valid_0's quantile: 3.2219
[20] valid_0's poisson: -102.365 valid_0's quantile: 3.23228
[21] valid_0's poisson: -102.423 valid_0's quantile: 3.23895
[22] valid_0's poisson: -102.615 valid_0's quantile: 3.23522
[23] valid_0's poisson: -102.555 valid_0's quantile: 3.25044
[24] valid_0's poisson: -102.564 valid_0's quantile: 3.25021
[25] valid_0's poisson: -102.541 valid_0's quantile: 3.25835
[26] valid_0's poisson: -102.778 valid_0's quantile: 3.24468
[27] valid_0's poisson: -102.733 valid_0's quantile: 3.26178
[28] valid_0's poisson: -102.672 valid_0's quantile: 3.26504
[29] valid_0's poisson: -102.92 valid_0's quantile: 3.19973
[30] valid_0's poisson: -102.968 valid_0's quantile: 3.19903
[31] valid_0's poisson: -103.012 valid_0's quantile: 3.19753
[32] valid_0's poisson: -102.942 valid_0's quantile: 3.20784
[33] valid_0's poisson: -102.923 valid_0's quantile: 3.21907
[34] valid_0's poisson: -102.912 valid_0's quantile: 3.22929
[35] valid_0's poisson: -102.934 valid_0's quantile: 3.23239
[36] valid_0's poisson: -102.952 valid_0's quantile: 3.24309
[37] valid_0's poisson: -103.059 valid_0's quantile: 3.23599
[38] valid_0's poisson: -103.037 valid_0's quantile: 3.2243
[39] valid_0's poisson: -103.052 valid_0's quantile: 3.21958
[40] valid_0's poisson: -102.972 valid_0's quantile: 3.22039
[41] valid_0's poisson: -102.968 valid_0's quantile: 3.21969
[42] valid_0's poisson: -102.894 valid_0's quantile: 3.21724
[43] valid_0's poisson: -102.531 valid_0's quantile: 3.23563
[44] valid_0's poisson: -103.001 valid_0's quantile: 3.23329
[45] valid_0's poisson: -103.064 valid_0's quantile: 3.23557
[46] valid_0's poisson: -103.031 valid_0's quantile: 3.24485
[47] valid_0's poisson: -102.957 valid_0's quantile: 3.24602
[48] valid_0's poisson: -102.951 valid_0's quantile: 3.24087
[49] valid_0's poisson: -102.505 valid_0's quantile: 3.24074
[50] valid_0's poisson: -102.469 valid_0's quantile: 3.24102
[51] valid_0's poisson: -102.45 valid_0's quantile: 3.24125
[52] valid_0's poisson: -102.46 valid_0's quantile: 3.24141
[53] valid_0's poisson: -102.547 valid_0's quantile: 3.23857
[54] valid_0's poisson: -102.573 valid_0's quantile: 3.23693
[55] valid_0's poisson: -102.594 valid_0's quantile: 3.24356
[56] valid_0's poisson: -102.648 valid_0's quantile: 3.25418
[57] valid_0's poisson: -102.657 valid_0's quantile: 3.25173
[58] valid_0's poisson: -102.637 valid_0's quantile: 3.24198
[59] valid_0's poisson: -102.635 valid_0's quantile: 3.23522
[60] valid_0's poisson: -102.642 valid_0's quantile: 3.23326
[61] valid_0's poisson: -102.586 valid_0's quantile: 3.23089
[62] valid_0's poisson: -102.596 valid_0's quantile: 3.23485
[63] valid_0's poisson: -102.563 valid_0's quantile: 3.23056
[64] valid_0's poisson: -102.537 valid_0's quantile: 3.22275
[65] valid_0's poisson: -102.534 valid_0's quantile: 3.22528
[66] valid_0's poisson: -102.558 valid_0's quantile: 3.21869
[67] valid_0's poisson: -102.467 valid_0's quantile: 3.22836
[68] valid_0's poisson: -102.458 valid_0's quantile: 3.23575
[69] valid_0's poisson: -102.487 valid_0's quantile: 3.24278
[70] valid_0's poisson: -102.498 valid_0's quantile: 3.25241
[71] valid_0's poisson: -102.462 valid_0's quantile: 3.2381
[72] valid_0's poisson: -102.482 valid_0's quantile: 3.25201
[73] valid_0's poisson: -102.493 valid_0's quantile: 3.25365
[74] valid_0's poisson: -102.516 valid_0's quantile: 3.24461
[75] valid_0's poisson: -102.551 valid_0's quantile: 3.24984
[76] valid_0's poisson: -102.412 valid_0's quantile: 3.25299
[77] valid_0's poisson: -102.48 valid_0's quantile: 3.2549
[78] valid_0's poisson: -102.494 valid_0's quantile: 3.257
[79] valid_0's poisson: -102.541 valid_0's quantile: 3.25161
[80] valid_0's poisson: -102.436 valid_0's quantile: 3.25499
[81] valid_0's poisson: -102.426 valid_0's quantile: 3.24122
[82] valid_0's poisson: -102.491 valid_0's quantile: 3.23729
[83] valid_0's poisson: -102.477 valid_0's quantile: 3.23472
[84] valid_0's poisson: -102.52 valid_0's quantile: 3.23278
[85] valid_0's poisson: -102.601 valid_0's quantile: 3.23254
[86] valid_0's poisson: -102.596 valid_0's quantile: 3.24023
[87] valid_0's poisson: -102.476 valid_0's quantile: 3.2438
[88] valid_0's poisson: -102.473 valid_0's quantile: 3.24496
[89] valid_0's poisson: -102.507 valid_0's quantile: 3.24408
[90] valid_0's poisson: -102.461 valid_0's quantile: 3.24394
[91] valid_0's poisson: -102.408 valid_0's quantile: 3.23929
[92] valid_0's poisson: -102.608 valid_0's quantile: 3.23894
[93] valid_0's poisson: -102.568 valid_0's quantile: 3.23092
[94] valid_0's poisson: -102.507 valid_0's quantile: 3.22994
[95] valid_0's poisson: -102.508 valid_0's quantile: 3.23465
[96] valid_0's poisson: -102.58 valid_0's quantile: 3.23717
[97] valid_0's poisson: -102.55 valid_0's quantile: 3.2359
[98] valid_0's poisson: -102.619 valid_0's quantile: 3.23606
[99] valid_0's poisson: -102.552 valid_0's quantile: 3.23345
[100] valid_0's poisson: -102.558 valid_0's quantile: 3.2349
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=10, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -64.7219 valid_0's quantile: 10.9466
[2] valid_0's poisson: -67.0322 valid_0's quantile: 10.2776
[3] valid_0's poisson: -69.1761 valid_0's quantile: 9.69087
[4] valid_0's poisson: -71.0895 valid_0's quantile: 9.17917
[5] valid_0's poisson: -72.9396 valid_0's quantile: 8.69633
[6] valid_0's poisson: -74.7867 valid_0's quantile: 8.22943
[7] valid_0's poisson: -76.5155 valid_0's quantile: 7.81377
[8] valid_0's poisson: -78.0507 valid_0's quantile: 7.4524
[9] valid_0's poisson: -79.5343 valid_0's quantile: 7.10857
[10] valid_0's poisson: -80.9423 valid_0's quantile: 6.78728
[11] valid_0's poisson: -82.2906 valid_0's quantile: 6.49556
[12] valid_0's poisson: -83.5468 valid_0's quantile: 6.22484
[13] valid_0's poisson: -84.7004 valid_0's quantile: 6.00137
[14] valid_0's poisson: -85.7921 valid_0's quantile: 5.78483
[15] valid_0's poisson: -86.8927 valid_0's quantile: 5.576
[16] valid_0's poisson: -87.8498 valid_0's quantile: 5.39579
[17] valid_0's poisson: -88.8074 valid_0's quantile: 5.22815
[18] valid_0's poisson: -89.7164 valid_0's quantile: 5.07169
[19] valid_0's poisson: -90.5772 valid_0's quantile: 4.91675
[20] valid_0's poisson: -91.3657 valid_0's quantile: 4.77542
[21] valid_0's poisson: -92.1173 valid_0's quantile: 4.65139
[22] valid_0's poisson: -92.8049 valid_0's quantile: 4.53239
[23] valid_0's poisson: -93.4761 valid_0's quantile: 4.42124
[24] valid_0's poisson: -94.0594 valid_0's quantile: 4.32448
[25] valid_0's poisson: -94.6345 valid_0's quantile: 4.22814
[26] valid_0's poisson: -95.1746 valid_0's quantile: 4.14189
[27] valid_0's poisson: -95.726 valid_0's quantile: 4.05728
[28] valid_0's poisson: -96.2452 valid_0's quantile: 3.97547
[29] valid_0's poisson: -96.7623 valid_0's quantile: 3.90587
[30] valid_0's poisson: -97.2536 valid_0's quantile: 3.83718
[31] valid_0's poisson: -97.7053 valid_0's quantile: 3.77293
[32] valid_0's poisson: -98.153 valid_0's quantile: 3.7086
[33] valid_0's poisson: -98.5489 valid_0's quantile: 3.65004
[34] valid_0's poisson: -98.939 valid_0's quantile: 3.59287
[35] valid_0's poisson: -99.3038 valid_0's quantile: 3.5408
[36] valid_0's poisson: -99.6676 valid_0's quantile: 3.49211
[37] valid_0's poisson: -99.9952 valid_0's quantile: 3.44737
[38] valid_0's poisson: -100.303 valid_0's quantile: 3.40455
[39] valid_0's poisson: -100.605 valid_0's quantile: 3.36504
[40] valid_0's poisson: -100.876 valid_0's quantile: 3.32429
[41] valid_0's poisson: -101.134 valid_0's quantile: 3.28984
[42] valid_0's poisson: -101.374 valid_0's quantile: 3.25548
[43] valid_0's poisson: -101.604 valid_0's quantile: 3.22499
[44] valid_0's poisson: -101.825 valid_0's quantile: 3.19851
[45] valid_0's poisson: -102.029 valid_0's quantile: 3.17313
[46] valid_0's poisson: -102.222 valid_0's quantile: 3.1455
[47] valid_0's poisson: -102.418 valid_0's quantile: 3.12119
[48] valid_0's poisson: -102.584 valid_0's quantile: 3.09725
[49] valid_0's poisson: -102.754 valid_0's quantile: 3.07738
[50] valid_0's poisson: -102.905 valid_0's quantile: 3.05646
[51] valid_0's poisson: -103.052 valid_0's quantile: 3.03949
[52] valid_0's poisson: -103.188 valid_0's quantile: 3.02354
[53] valid_0's poisson: -103.327 valid_0's quantile: 3.00011
[54] valid_0's poisson: -103.457 valid_0's quantile: 2.9856
[55] valid_0's poisson: -103.573 valid_0's quantile: 2.97041
[56] valid_0's poisson: -103.692 valid_0's quantile: 2.95319
[57] valid_0's poisson: -103.806 valid_0's quantile: 2.94049
[58] valid_0's poisson: -103.903 valid_0's quantile: 2.92714
[59] valid_0's poisson: -103.995 valid_0's quantile: 2.91605
[60] valid_0's poisson: -104.082 valid_0's quantile: 2.90537
[61] valid_0's poisson: -104.171 valid_0's quantile: 2.89486
[62] valid_0's poisson: -104.256 valid_0's quantile: 2.88558
[63] valid_0's poisson: -104.331 valid_0's quantile: 2.87718
[64] valid_0's poisson: -104.405 valid_0's quantile: 2.86875
[65] valid_0's poisson: -104.479 valid_0's quantile: 2.86052
[66] valid_0's poisson: -104.543 valid_0's quantile: 2.85314
[67] valid_0's poisson: -104.603 valid_0's quantile: 2.84666
[68] valid_0's poisson: -104.667 valid_0's quantile: 2.83939
[69] valid_0's poisson: -104.728 valid_0's quantile: 2.83231
[70] valid_0's poisson: -104.777 valid_0's quantile: 2.82641
[71] valid_0's poisson: -104.831 valid_0's quantile: 2.8122
[72] valid_0's poisson: -104.875 valid_0's quantile: 2.80585
[73] valid_0's poisson: -104.922 valid_0's quantile: 2.80109
[74] valid_0's poisson: -104.965 valid_0's quantile: 2.78895
[75] valid_0's poisson: -105.004 valid_0's quantile: 2.78578
[76] valid_0's poisson: -105.04 valid_0's quantile: 2.78137
[77] valid_0's poisson: -105.081 valid_0's quantile: 2.7765
[78] valid_0's poisson: -105.124 valid_0's quantile: 2.77172
[79] valid_0's poisson: -105.157 valid_0's quantile: 2.76867
[80] valid_0's poisson: -105.19 valid_0's quantile: 2.76558
[81] valid_0's poisson: -105.219 valid_0's quantile: 2.7601
[82] valid_0's poisson: -105.249 valid_0's quantile: 2.75701
[83] valid_0's poisson: -105.277 valid_0's quantile: 2.75433
[84] valid_0's poisson: -105.304 valid_0's quantile: 2.75183
[85] valid_0's poisson: -105.331 valid_0's quantile: 2.74802
[86] valid_0's poisson: -105.353 valid_0's quantile: 2.74619
[87] valid_0's poisson: -105.37 valid_0's quantile: 2.74355
[88] valid_0's poisson: -105.391 valid_0's quantile: 2.74152
[89] valid_0's poisson: -105.412 valid_0's quantile: 2.74016
[90] valid_0's poisson: -105.431 valid_0's quantile: 2.73858
[91] valid_0's poisson: -105.45 valid_0's quantile: 2.73538
[92] valid_0's poisson: -105.472 valid_0's quantile: 2.72645
[93] valid_0's poisson: -105.488 valid_0's quantile: 2.72383
[94] valid_0's poisson: -105.5 valid_0's quantile: 2.71579
[95] valid_0's poisson: -105.521 valid_0's quantile: 2.71377
[96] valid_0's poisson: -105.537 valid_0's quantile: 2.71241
[97] valid_0's poisson: -105.551 valid_0's quantile: 2.71026
[98] valid_0's poisson: -105.567 valid_0's quantile: 2.70658
[99] valid_0's poisson: -105.582 valid_0's quantile: 2.70532
[100] valid_0's poisson: -105.594 valid_0's quantile: 2.70418
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -64.7034 valid_0's quantile: 10.955
[2] valid_0's poisson: -67.0036 valid_0's quantile: 10.2941
[3] valid_0's poisson: -69.1588 valid_0's quantile: 9.70222
[4] valid_0's poisson: -71.1493 valid_0's quantile: 9.16811
[5] valid_0's poisson: -72.9234 valid_0's quantile: 8.68678
[6] valid_0's poisson: -74.7292 valid_0's quantile: 8.23397
[7] valid_0's poisson: -76.4581 valid_0's quantile: 7.8197
[8] valid_0's poisson: -78.0266 valid_0's quantile: 7.43886
[9] valid_0's poisson: -79.516 valid_0's quantile: 7.10249
[10] valid_0's poisson: -80.9147 valid_0's quantile: 6.77682
[11] valid_0's poisson: -82.1469 valid_0's quantile: 6.50139
[12] valid_0's poisson: -83.3752 valid_0's quantile: 6.24319
[13] valid_0's poisson: -84.5382 valid_0's quantile: 6.00588
[14] valid_0's poisson: -85.6646 valid_0's quantile: 5.78038
[15] valid_0's poisson: -86.7837 valid_0's quantile: 5.56912
[16] valid_0's poisson: -87.8155 valid_0's quantile: 5.38104
[17] valid_0's poisson: -88.7811 valid_0's quantile: 5.20814
[18] valid_0's poisson: -89.7035 valid_0's quantile: 5.05106
[19] valid_0's poisson: -90.5687 valid_0's quantile: 4.90372
[20] valid_0's poisson: -91.3678 valid_0's quantile: 4.76924
[21] valid_0's poisson: -92.1278 valid_0's quantile: 4.65252
[22] valid_0's poisson: -92.817 valid_0's quantile: 4.53251
[23] valid_0's poisson: -93.4699 valid_0's quantile: 4.42365
[24] valid_0's poisson: -94.0891 valid_0's quantile: 4.32199
[25] valid_0's poisson: -94.7001 valid_0's quantile: 4.2371
[26] valid_0's poisson: -95.274 valid_0's quantile: 4.15236
[27] valid_0's poisson: -95.818 valid_0's quantile: 4.07545
[28] valid_0's poisson: -96.3451 valid_0's quantile: 3.99406
[29] valid_0's poisson: -96.8412 valid_0's quantile: 3.92467
[30] valid_0's poisson: -97.2876 valid_0's quantile: 3.85907
[31] valid_0's poisson: -97.7238 valid_0's quantile: 3.79679
[32] valid_0's poisson: -98.1024 valid_0's quantile: 3.74299
[33] valid_0's poisson: -98.5039 valid_0's quantile: 3.68436
[34] valid_0's poisson: -98.9061 valid_0's quantile: 3.63151
[35] valid_0's poisson: -99.2523 valid_0's quantile: 3.58353
[36] valid_0's poisson: -99.5919 valid_0's quantile: 3.53795
[37] valid_0's poisson: -99.9142 valid_0's quantile: 3.4931
[38] valid_0's poisson: -100.212 valid_0's quantile: 3.45062
[39] valid_0's poisson: -100.501 valid_0's quantile: 3.40848
[40] valid_0's poisson: -100.778 valid_0's quantile: 3.36747
[41] valid_0's poisson: -101.033 valid_0's quantile: 3.33425
[42] valid_0's poisson: -101.283 valid_0's quantile: 3.29804
[43] valid_0's poisson: -101.517 valid_0's quantile: 3.26047
[44] valid_0's poisson: -101.749 valid_0's quantile: 3.22985
[45] valid_0's poisson: -101.964 valid_0's quantile: 3.20281
[46] valid_0's poisson: -102.171 valid_0's quantile: 3.17945
[47] valid_0's poisson: -102.346 valid_0's quantile: 3.1582
[48] valid_0's poisson: -102.525 valid_0's quantile: 3.1343
[49] valid_0's poisson: -102.675 valid_0's quantile: 3.11535
[50] valid_0's poisson: -102.829 valid_0's quantile: 3.09093
[51] valid_0's poisson: -102.969 valid_0's quantile: 3.07023
[52] valid_0's poisson: -103.106 valid_0's quantile: 3.05282
[53] valid_0's poisson: -103.239 valid_0's quantile: 3.03158
[54] valid_0's poisson: -103.361 valid_0's quantile: 3.01536
[55] valid_0's poisson: -103.468 valid_0's quantile: 2.99929
[56] valid_0's poisson: -103.577 valid_0's quantile: 2.9857
[57] valid_0's poisson: -103.68 valid_0's quantile: 2.97342
[58] valid_0's poisson: -103.776 valid_0's quantile: 2.96079
[59] valid_0's poisson: -103.877 valid_0's quantile: 2.9468
[60] valid_0's poisson: -103.975 valid_0's quantile: 2.93588
[61] valid_0's poisson: -104.061 valid_0's quantile: 2.92617
[62] valid_0's poisson: -104.145 valid_0's quantile: 2.91609
[63] valid_0's poisson: -104.224 valid_0's quantile: 2.9081
[64] valid_0's poisson: -104.295 valid_0's quantile: 2.89626
[65] valid_0's poisson: -104.362 valid_0's quantile: 2.88699
[66] valid_0's poisson: -104.416 valid_0's quantile: 2.88024
[67] valid_0's poisson: -104.479 valid_0's quantile: 2.87314
[68] valid_0's poisson: -104.55 valid_0's quantile: 2.86588
[69] valid_0's poisson: -104.606 valid_0's quantile: 2.86062
[70] valid_0's poisson: -104.663 valid_0's quantile: 2.85449
[71] valid_0's poisson: -104.713 valid_0's quantile: 2.84961
[72] valid_0's poisson: -104.767 valid_0's quantile: 2.84383
[73] valid_0's poisson: -104.812 valid_0's quantile: 2.83898
[74] valid_0's poisson: -104.852 valid_0's quantile: 2.83531
[75] valid_0's poisson: -104.891 valid_0's quantile: 2.83238
[76] valid_0's poisson: -104.93 valid_0's quantile: 2.82932
[77] valid_0's poisson: -104.968 valid_0's quantile: 2.82412
[78] valid_0's poisson: -105.006 valid_0's quantile: 2.81492
[79] valid_0's poisson: -105.036 valid_0's quantile: 2.81077
[80] valid_0's poisson: -105.062 valid_0's quantile: 2.80805
[81] valid_0's poisson: -105.092 valid_0's quantile: 2.80357
[82] valid_0's poisson: -105.127 valid_0's quantile: 2.7993
[83] valid_0's poisson: -105.161 valid_0's quantile: 2.79541
[84] valid_0's poisson: -105.187 valid_0's quantile: 2.79307
[85] valid_0's poisson: -105.21 valid_0's quantile: 2.79068
[86] valid_0's poisson: -105.235 valid_0's quantile: 2.78725
[87] valid_0's poisson: -105.259 valid_0's quantile: 2.78401
[88] valid_0's poisson: -105.281 valid_0's quantile: 2.78246
[89] valid_0's poisson: -105.307 valid_0's quantile: 2.77964
[90] valid_0's poisson: -105.33 valid_0's quantile: 2.77756
[91] valid_0's poisson: -105.343 valid_0's quantile: 2.77369
[92] valid_0's poisson: -105.362 valid_0's quantile: 2.77081
[93] valid_0's poisson: -105.384 valid_0's quantile: 2.76898
[94] valid_0's poisson: -105.402 valid_0's quantile: 2.76689
[95] valid_0's poisson: -105.423 valid_0's quantile: 2.76246
[96] valid_0's poisson: -105.436 valid_0's quantile: 2.76149
[97] valid_0's poisson: -105.436 valid_0's quantile: 2.7544
[98] valid_0's poisson: -105.45 valid_0's quantile: 2.75332
[99] valid_0's poisson: -105.467 valid_0's quantile: 2.74764
[100] valid_0's poisson: -105.484 valid_0's quantile: 2.73623
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -65.2813 valid_0's quantile: 10.9516
[2] valid_0's poisson: -67.5709 valid_0's quantile: 10.2868
[3] valid_0's poisson: -69.6705 valid_0's quantile: 9.70401
[4] valid_0's poisson: -71.6622 valid_0's quantile: 9.16884
[5] valid_0's poisson: -73.4244 valid_0's quantile: 8.68869
[6] valid_0's poisson: -75.2507 valid_0's quantile: 8.2257
[7] valid_0's poisson: -76.8992 valid_0's quantile: 7.81062
[8] valid_0's poisson: -78.3705 valid_0's quantile: 7.45242
[9] valid_0's poisson: -79.8668 valid_0's quantile: 7.10379
[10] valid_0's poisson: -81.2681 valid_0's quantile: 6.77208
[11] valid_0's poisson: -82.5584 valid_0's quantile: 6.48755
[12] valid_0's poisson: -83.7793 valid_0's quantile: 6.22983
[13] valid_0's poisson: -84.9038 valid_0's quantile: 5.99529
[14] valid_0's poisson: -85.9558 valid_0's quantile: 5.78851
[15] valid_0's poisson: -87.0451 valid_0's quantile: 5.57822
[16] valid_0's poisson: -87.9644 valid_0's quantile: 5.39606
[17] valid_0's poisson: -88.9053 valid_0's quantile: 5.22001
[18] valid_0's poisson: -89.8171 valid_0's quantile: 5.06183
[19] valid_0's poisson: -90.653 valid_0's quantile: 4.91605
[20] valid_0's poisson: -91.4631 valid_0's quantile: 4.77297
[21] valid_0's poisson: -92.2148 valid_0's quantile: 4.63937
[22] valid_0's poisson: -92.8819 valid_0's quantile: 4.52334
[23] valid_0's poisson: -93.5528 valid_0's quantile: 4.41976
[24] valid_0's poisson: -94.1814 valid_0's quantile: 4.31889
[25] valid_0's poisson: -94.7723 valid_0's quantile: 4.22224
[26] valid_0's poisson: -95.3297 valid_0's quantile: 4.13221
[27] valid_0's poisson: -95.8725 valid_0's quantile: 4.04677
[28] valid_0's poisson: -96.3881 valid_0's quantile: 3.96502
[29] valid_0's poisson: -96.86 valid_0's quantile: 3.89594
[30] valid_0's poisson: -97.3016 valid_0's quantile: 3.82571
[31] valid_0's poisson: -97.7384 valid_0's quantile: 3.76503
[32] valid_0's poisson: -98.1701 valid_0's quantile: 3.69865
[33] valid_0's poisson: -98.5917 valid_0's quantile: 3.63443
[34] valid_0's poisson: -98.996 valid_0's quantile: 3.57083
[35] valid_0's poisson: -99.3632 valid_0's quantile: 3.5209
[36] valid_0's poisson: -99.7128 valid_0's quantile: 3.47236
[37] valid_0's poisson: -100.048 valid_0's quantile: 3.42277
[38] valid_0's poisson: -100.353 valid_0's quantile: 3.38257
[39] valid_0's poisson: -100.653 valid_0's quantile: 3.34229
[40] valid_0's poisson: -100.934 valid_0's quantile: 3.30103
[41] valid_0's poisson: -101.191 valid_0's quantile: 3.26246
[42] valid_0's poisson: -101.444 valid_0's quantile: 3.22617
[43] valid_0's poisson: -101.687 valid_0's quantile: 3.19427
[44] valid_0's poisson: -101.911 valid_0's quantile: 3.16247
[45] valid_0's poisson: -102.128 valid_0's quantile: 3.13614
[46] valid_0's poisson: -102.326 valid_0's quantile: 3.10668
[47] valid_0's poisson: -102.516 valid_0's quantile: 3.07891
[48] valid_0's poisson: -102.695 valid_0's quantile: 3.05601
[49] valid_0's poisson: -102.867 valid_0's quantile: 3.03575
[50] valid_0's poisson: -103.024 valid_0's quantile: 3.01538
[51] valid_0's poisson: -103.171 valid_0's quantile: 2.99668
[52] valid_0's poisson: -103.31 valid_0's quantile: 2.97808
[53] valid_0's poisson: -103.441 valid_0's quantile: 2.9585
[54] valid_0's poisson: -103.577 valid_0's quantile: 2.94319
[55] valid_0's poisson: -103.706 valid_0's quantile: 2.92856
[56] valid_0's poisson: -103.827 valid_0's quantile: 2.91403
[57] valid_0's poisson: -103.928 valid_0's quantile: 2.8996
[58] valid_0's poisson: -104.031 valid_0's quantile: 2.88505
[59] valid_0's poisson: -104.13 valid_0's quantile: 2.87291
[60] valid_0's poisson: -104.218 valid_0's quantile: 2.85949
[61] valid_0's poisson: -104.31 valid_0's quantile: 2.8487
[62] valid_0's poisson: -104.396 valid_0's quantile: 2.8395
[63] valid_0's poisson: -104.473 valid_0's quantile: 2.83095
[64] valid_0's poisson: -104.551 valid_0's quantile: 2.81868
[65] valid_0's poisson: -104.616 valid_0's quantile: 2.81199
[66] valid_0's poisson: -104.682 valid_0's quantile: 2.80474
[67] valid_0's poisson: -104.743 valid_0's quantile: 2.79805
[68] valid_0's poisson: -104.804 valid_0's quantile: 2.79076
[69] valid_0's poisson: -104.858 valid_0's quantile: 2.78298
[70] valid_0's poisson: -104.91 valid_0's quantile: 2.77179
[71] valid_0's poisson: -104.962 valid_0's quantile: 2.76376
[72] valid_0's poisson: -105.007 valid_0's quantile: 2.75677
[73] valid_0's poisson: -105.042 valid_0's quantile: 2.74893
[74] valid_0's poisson: -105.084 valid_0's quantile: 2.74428
[75] valid_0's poisson: -105.113 valid_0's quantile: 2.73911
[76] valid_0's poisson: -105.142 valid_0's quantile: 2.73176
[77] valid_0's poisson: -105.176 valid_0's quantile: 2.72919
[78] valid_0's poisson: -105.21 valid_0's quantile: 2.72386
[79] valid_0's poisson: -105.243 valid_0's quantile: 2.72044
[80] valid_0's poisson: -105.276 valid_0's quantile: 2.71634
[81] valid_0's poisson: -105.302 valid_0's quantile: 2.7109
[82] valid_0's poisson: -105.327 valid_0's quantile: 2.7076
[83] valid_0's poisson: -105.355 valid_0's quantile: 2.7047
[84] valid_0's poisson: -105.381 valid_0's quantile: 2.70276
[85] valid_0's poisson: -105.403 valid_0's quantile: 2.70157
[86] valid_0's poisson: -105.424 valid_0's quantile: 2.69997
[87] valid_0's poisson: -105.445 valid_0's quantile: 2.6988
[88] valid_0's poisson: -105.465 valid_0's quantile: 2.69756
[89] valid_0's poisson: -105.484 valid_0's quantile: 2.69614
[90] valid_0's poisson: -105.504 valid_0's quantile: 2.69256
[91] valid_0's poisson: -105.525 valid_0's quantile: 2.6897
[92] valid_0's poisson: -105.544 valid_0's quantile: 2.6882
[93] valid_0's poisson: -105.56 valid_0's quantile: 2.68689
[94] valid_0's poisson: -105.574 valid_0's quantile: 2.68585
[95] valid_0's poisson: -105.586 valid_0's quantile: 2.68543
[96] valid_0's poisson: -105.603 valid_0's quantile: 2.68422
[97] valid_0's poisson: -105.617 valid_0's quantile: 2.68075
[98] valid_0's poisson: -105.632 valid_0's quantile: 2.67748
[99] valid_0's poisson: -105.645 valid_0's quantile: 2.67691
[100] valid_0's poisson: -105.656 valid_0's quantile: 2.67593
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -65.941 valid_0's quantile: 10.929
[2] valid_0's poisson: -68.2377 valid_0's quantile: 10.2411
[3] valid_0's poisson: -70.3382 valid_0's quantile: 9.64991
[4] valid_0's poisson: -72.1699 valid_0's quantile: 9.14814
[5] valid_0's poisson: -73.9162 valid_0's quantile: 8.6616
[6] valid_0's poisson: -75.6282 valid_0's quantile: 8.22626
[7] valid_0's poisson: -77.3055 valid_0's quantile: 7.80734
[8] valid_0's poisson: -78.8081 valid_0's quantile: 7.43606
[9] valid_0's poisson: -80.2679 valid_0's quantile: 7.08065
[10] valid_0's poisson: -81.5946 valid_0's quantile: 6.75762
[11] valid_0's poisson: -82.7786 valid_0's quantile: 6.48793
[12] valid_0's poisson: -83.9727 valid_0's quantile: 6.21991
[13] valid_0's poisson: -85.07 valid_0's quantile: 5.99721
[14] valid_0's poisson: -86.1673 valid_0's quantile: 5.77973
[15] valid_0's poisson: -87.2174 valid_0's quantile: 5.5801
[16] valid_0's poisson: -88.1375 valid_0's quantile: 5.40568
[17] valid_0's poisson: -89.0627 valid_0's quantile: 5.23572
[18] valid_0's poisson: -89.858 valid_0's quantile: 5.08694
[19] valid_0's poisson: -90.6758 valid_0's quantile: 4.94806
[20] valid_0's poisson: -91.4403 valid_0's quantile: 4.81981
[21] valid_0's poisson: -92.1577 valid_0's quantile: 4.70241
[22] valid_0's poisson: -92.8791 valid_0's quantile: 4.58684
[23] valid_0's poisson: -93.5139 valid_0's quantile: 4.48551
[24] valid_0's poisson: -94.1406 valid_0's quantile: 4.38841
[25] valid_0's poisson: -94.7564 valid_0's quantile: 4.28748
[26] valid_0's poisson: -95.3075 valid_0's quantile: 4.18981
[27] valid_0's poisson: -95.8265 valid_0's quantile: 4.10631
[28] valid_0's poisson: -96.3141 valid_0's quantile: 4.02928
[29] valid_0's poisson: -96.8097 valid_0's quantile: 3.94892
[30] valid_0's poisson: -97.2821 valid_0's quantile: 3.877
[31] valid_0's poisson: -97.7198 valid_0's quantile: 3.8137
[32] valid_0's poisson: -98.1449 valid_0's quantile: 3.7513
[33] valid_0's poisson: -98.5551 valid_0's quantile: 3.69675
[34] valid_0's poisson: -98.9364 valid_0's quantile: 3.64279
[35] valid_0's poisson: -99.2826 valid_0's quantile: 3.59332
[36] valid_0's poisson: -99.6136 valid_0's quantile: 3.5452
[37] valid_0's poisson: -99.9145 valid_0's quantile: 3.50105
[38] valid_0's poisson: -100.234 valid_0's quantile: 3.45732
[39] valid_0's poisson: -100.535 valid_0's quantile: 3.41559
[40] valid_0's poisson: -100.814 valid_0's quantile: 3.37609
[41] valid_0's poisson: -101.06 valid_0's quantile: 3.34173
[42] valid_0's poisson: -101.317 valid_0's quantile: 3.30712
[43] valid_0's poisson: -101.552 valid_0's quantile: 3.27738
[44] valid_0's poisson: -101.763 valid_0's quantile: 3.24813
[45] valid_0's poisson: -101.976 valid_0's quantile: 3.222
[46] valid_0's poisson: -102.172 valid_0's quantile: 3.1963
[47] valid_0's poisson: -102.362 valid_0's quantile: 3.16953
[48] valid_0's poisson: -102.526 valid_0's quantile: 3.14389
[49] valid_0's poisson: -102.702 valid_0's quantile: 3.12237
[50] valid_0's poisson: -102.859 valid_0's quantile: 3.10369
[51] valid_0's poisson: -103.009 valid_0's quantile: 3.08469
[52] valid_0's poisson: -103.128 valid_0's quantile: 3.06312
[53] valid_0's poisson: -103.264 valid_0's quantile: 3.04736
[54] valid_0's poisson: -103.394 valid_0's quantile: 3.03243
[55] valid_0's poisson: -103.511 valid_0's quantile: 3.01598
[56] valid_0's poisson: -103.615 valid_0's quantile: 2.99927
[57] valid_0's poisson: -103.716 valid_0's quantile: 2.98356
[58] valid_0's poisson: -103.823 valid_0's quantile: 2.96162
[59] valid_0's poisson: -103.921 valid_0's quantile: 2.94759
[60] valid_0's poisson: -104.019 valid_0's quantile: 2.93289
[61] valid_0's poisson: -104.105 valid_0's quantile: 2.92142
[62] valid_0's poisson: -104.188 valid_0's quantile: 2.91113
[63] valid_0's poisson: -104.263 valid_0's quantile: 2.90205
[64] valid_0's poisson: -104.328 valid_0's quantile: 2.89319
[65] valid_0's poisson: -104.394 valid_0's quantile: 2.88525
[66] valid_0's poisson: -104.441 valid_0's quantile: 2.87678
[67] valid_0's poisson: -104.502 valid_0's quantile: 2.86979
[68] valid_0's poisson: -104.561 valid_0's quantile: 2.86261
[69] valid_0's poisson: -104.62 valid_0's quantile: 2.84415
[70] valid_0's poisson: -104.67 valid_0's quantile: 2.83895
[71] valid_0's poisson: -104.721 valid_0's quantile: 2.83331
[72] valid_0's poisson: -104.756 valid_0's quantile: 2.82787
[73] valid_0's poisson: -104.8 valid_0's quantile: 2.82335
[74] valid_0's poisson: -104.845 valid_0's quantile: 2.8189
[75] valid_0's poisson: -104.887 valid_0's quantile: 2.81487
[76] valid_0's poisson: -104.928 valid_0's quantile: 2.81088
[77] valid_0's poisson: -104.962 valid_0's quantile: 2.808
[78] valid_0's poisson: -104.995 valid_0's quantile: 2.80533
[79] valid_0's poisson: -105.023 valid_0's quantile: 2.80122
[80] valid_0's poisson: -105.053 valid_0's quantile: 2.79529
[81] valid_0's poisson: -105.075 valid_0's quantile: 2.79244
[82] valid_0's poisson: -105.102 valid_0's quantile: 2.78777
[83] valid_0's poisson: -105.13 valid_0's quantile: 2.78535
[84] valid_0's poisson: -105.156 valid_0's quantile: 2.78299
[85] valid_0's poisson: -105.181 valid_0's quantile: 2.77966
[86] valid_0's poisson: -105.203 valid_0's quantile: 2.77624
[87] valid_0's poisson: -105.224 valid_0's quantile: 2.7747
[88] valid_0's poisson: -105.247 valid_0's quantile: 2.77253
[89] valid_0's poisson: -105.269 valid_0's quantile: 2.7657
[90] valid_0's poisson: -105.289 valid_0's quantile: 2.76315
[91] valid_0's poisson: -105.299 valid_0's quantile: 2.75808
[92] valid_0's poisson: -105.322 valid_0's quantile: 2.75614
[93] valid_0's poisson: -105.339 valid_0's quantile: 2.75432
[94] valid_0's poisson: -105.357 valid_0's quantile: 2.75166
[95] valid_0's poisson: -105.371 valid_0's quantile: 2.7493
[96] valid_0's poisson: -105.383 valid_0's quantile: 2.74751
[97] valid_0's poisson: -105.397 valid_0's quantile: 2.74647
[98] valid_0's poisson: -105.409 valid_0's quantile: 2.74339
[99] valid_0's poisson: -105.421 valid_0's quantile: 2.73326
[100] valid_0's poisson: -105.436 valid_0's quantile: 2.73123
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -64.6716 valid_0's quantile: 10.9629
[2] valid_0's poisson: -66.9338 valid_0's quantile: 10.3151
[3] valid_0's poisson: -69.038 valid_0's quantile: 9.73089
[4] valid_0's poisson: -70.945 valid_0's quantile: 9.199
[5] valid_0's poisson: -72.8744 valid_0's quantile: 8.71599
[6] valid_0's poisson: -74.6626 valid_0's quantile: 8.2771
[7] valid_0's poisson: -76.3523 valid_0's quantile: 7.85845
[8] valid_0's poisson: -77.917 valid_0's quantile: 7.47835
[9] valid_0's poisson: -79.4572 valid_0's quantile: 7.11844
[10] valid_0's poisson: -80.8894 valid_0's quantile: 6.79188
[11] valid_0's poisson: -82.2199 valid_0's quantile: 6.50635
[12] valid_0's poisson: -83.4733 valid_0's quantile: 6.25493
[13] valid_0's poisson: -84.6463 valid_0's quantile: 6.01889
[14] valid_0's poisson: -85.7323 valid_0's quantile: 5.80769
[15] valid_0's poisson: -86.743 valid_0's quantile: 5.62145
[16] valid_0's poisson: -87.698 valid_0's quantile: 5.44051
[17] valid_0's poisson: -88.6819 valid_0's quantile: 5.26069
[18] valid_0's poisson: -89.6049 valid_0's quantile: 5.10058
[19] valid_0's poisson: -90.4534 valid_0's quantile: 4.95154
[20] valid_0's poisson: -91.2665 valid_0's quantile: 4.813
[21] valid_0's poisson: -91.9908 valid_0's quantile: 4.68971
[22] valid_0's poisson: -92.7226 valid_0's quantile: 4.57097
[23] valid_0's poisson: -93.4134 valid_0's quantile: 4.4577
[24] valid_0's poisson: -94.0618 valid_0's quantile: 4.3498
[25] valid_0's poisson: -94.6647 valid_0's quantile: 4.24731
[26] valid_0's poisson: -95.2482 valid_0's quantile: 4.15816
[27] valid_0's poisson: -95.7938 valid_0's quantile: 4.07495
[28] valid_0's poisson: -96.3172 valid_0's quantile: 3.99691
[29] valid_0's poisson: -96.8072 valid_0's quantile: 3.91766
[30] valid_0's poisson: -97.2858 valid_0's quantile: 3.84822
[31] valid_0's poisson: -97.7241 valid_0's quantile: 3.78131
[32] valid_0's poisson: -98.1389 valid_0's quantile: 3.72136
[33] valid_0's poisson: -98.5355 valid_0's quantile: 3.66722
[34] valid_0's poisson: -98.9138 valid_0's quantile: 3.61314
[35] valid_0's poisson: -99.269 valid_0's quantile: 3.56342
[36] valid_0's poisson: -99.6124 valid_0's quantile: 3.51386
[37] valid_0's poisson: -99.9356 valid_0's quantile: 3.4683
[38] valid_0's poisson: -100.254 valid_0's quantile: 3.42428
[39] valid_0's poisson: -100.554 valid_0's quantile: 3.38048
[40] valid_0's poisson: -100.824 valid_0's quantile: 3.34558
[41] valid_0's poisson: -101.086 valid_0's quantile: 3.30916
[42] valid_0's poisson: -101.325 valid_0's quantile: 3.27497
[43] valid_0's poisson: -101.549 valid_0's quantile: 3.24626
[44] valid_0's poisson: -101.756 valid_0's quantile: 3.21548
[45] valid_0's poisson: -101.957 valid_0's quantile: 3.18983
[46] valid_0's poisson: -102.154 valid_0's quantile: 3.16624
[47] valid_0's poisson: -102.326 valid_0's quantile: 3.14112
[48] valid_0's poisson: -102.495 valid_0's quantile: 3.11874
[49] valid_0's poisson: -102.655 valid_0's quantile: 3.10031
[50] valid_0's poisson: -102.798 valid_0's quantile: 3.08409
[51] valid_0's poisson: -102.941 valid_0's quantile: 3.06612
[52] valid_0's poisson: -103.081 valid_0's quantile: 3.04894
[53] valid_0's poisson: -103.209 valid_0's quantile: 3.03468
[54] valid_0's poisson: -103.329 valid_0's quantile: 3.02028
[55] valid_0's poisson: -103.448 valid_0's quantile: 3.00687
[56] valid_0's poisson: -103.563 valid_0's quantile: 2.9895
[57] valid_0's poisson: -103.672 valid_0's quantile: 2.97544
[58] valid_0's poisson: -103.784 valid_0's quantile: 2.96314
[59] valid_0's poisson: -103.884 valid_0's quantile: 2.95151
[60] valid_0's poisson: -103.978 valid_0's quantile: 2.94046
[61] valid_0's poisson: -104.068 valid_0's quantile: 2.92625
[62] valid_0's poisson: -104.151 valid_0's quantile: 2.91706
[63] valid_0's poisson: -104.231 valid_0's quantile: 2.90711
[64] valid_0's poisson: -104.304 valid_0's quantile: 2.89493
[65] valid_0's poisson: -104.374 valid_0's quantile: 2.88636
[66] valid_0's poisson: -104.439 valid_0's quantile: 2.87834
[67] valid_0's poisson: -104.496 valid_0's quantile: 2.86613
[68] valid_0's poisson: -104.552 valid_0's quantile: 2.85525
[69] valid_0's poisson: -104.608 valid_0's quantile: 2.84802
[70] valid_0's poisson: -104.66 valid_0's quantile: 2.84069
[71] valid_0's poisson: -104.711 valid_0's quantile: 2.82508
[72] valid_0's poisson: -104.76 valid_0's quantile: 2.81499
[73] valid_0's poisson: -104.806 valid_0's quantile: 2.81045
[74] valid_0's poisson: -104.849 valid_0's quantile: 2.80656
[75] valid_0's poisson: -104.893 valid_0's quantile: 2.80258
[76] valid_0's poisson: -104.938 valid_0's quantile: 2.79792
[77] valid_0's poisson: -104.972 valid_0's quantile: 2.7929
[78] valid_0's poisson: -105.004 valid_0's quantile: 2.79044
[79] valid_0's poisson: -105.038 valid_0's quantile: 2.78602
[80] valid_0's poisson: -105.065 valid_0's quantile: 2.78461
[81] valid_0's poisson: -105.095 valid_0's quantile: 2.78112
[82] valid_0's poisson: -105.118 valid_0's quantile: 2.7793
[83] valid_0's poisson: -105.141 valid_0's quantile: 2.77797
[84] valid_0's poisson: -105.17 valid_0's quantile: 2.77548
[85] valid_0's poisson: -105.198 valid_0's quantile: 2.77262
[86] valid_0's poisson: -105.221 valid_0's quantile: 2.7682
[87] valid_0's poisson: -105.239 valid_0's quantile: 2.76693
[88] valid_0's poisson: -105.261 valid_0's quantile: 2.76444
[89] valid_0's poisson: -105.282 valid_0's quantile: 2.76225
[90] valid_0's poisson: -105.303 valid_0's quantile: 2.76085
[91] valid_0's poisson: -105.327 valid_0's quantile: 2.75872
[92] valid_0's poisson: -105.349 valid_0's quantile: 2.75718
[93] valid_0's poisson: -105.371 valid_0's quantile: 2.75592
[94] valid_0's poisson: -105.391 valid_0's quantile: 2.75504
[95] valid_0's poisson: -105.406 valid_0's quantile: 2.75375
[96] valid_0's poisson: -105.424 valid_0's quantile: 2.75224
[97] valid_0's poisson: -105.439 valid_0's quantile: 2.75117
[98] valid_0's poisson: -105.456 valid_0's quantile: 2.74994
[99] valid_0's poisson: -105.468 valid_0's quantile: 2.7492
[100] valid_0's poisson: -105.48 valid_0's quantile: 2.7483
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.6214 valid_0's quantile: 11.5532
[2] valid_0's poisson: -63.123 valid_0's quantile: 11.4057
[3] valid_0's poisson: -63.6132 valid_0's quantile: 11.2609
[4] valid_0's poisson: -64.0906 valid_0's quantile: 11.121
[5] valid_0's poisson: -64.5618 valid_0's quantile: 10.984
[6] valid_0's poisson: -65.0208 valid_0's quantile: 10.8509
[7] valid_0's poisson: -65.4634 valid_0's quantile: 10.7238
[8] valid_0's poisson: -65.8909 valid_0's quantile: 10.6007
[9] valid_0's poisson: -66.3156 valid_0's quantile: 10.48
[10] valid_0's poisson: -66.7262 valid_0's quantile: 10.3636
[11] valid_0's poisson: -67.1304 valid_0's quantile: 10.2513
[12] valid_0's poisson: -67.5172 valid_0's quantile: 10.1427
[13] valid_0's poisson: -67.9149 valid_0's quantile: 10.0346
[14] valid_0's poisson: -68.2537 valid_0's quantile: 9.93595
[15] valid_0's poisson: -68.6793 valid_0's quantile: 9.82183
[16] valid_0's poisson: -69.0561 valid_0's quantile: 9.72184
[17] valid_0's poisson: -69.4213 valid_0's quantile: 9.6251
[18] valid_0's poisson: -69.8213 valid_0's quantile: 9.51882
[19] valid_0's poisson: -70.2076 valid_0's quantile: 9.417
[20] valid_0's poisson: -70.5924 valid_0's quantile: 9.31792
[21] valid_0's poisson: -70.9586 valid_0's quantile: 9.22225
[22] valid_0's poisson: -71.3607 valid_0's quantile: 9.12425
[23] valid_0's poisson: -71.7584 valid_0's quantile: 9.02771
[24] valid_0's poisson: -72.1661 valid_0's quantile: 8.9312
[25] valid_0's poisson: -72.5644 valid_0's quantile: 8.8371
[26] valid_0's poisson: -72.9546 valid_0's quantile: 8.74508
[27] valid_0's poisson: -73.3374 valid_0's quantile: 8.65233
[28] valid_0's poisson: -73.712 valid_0's quantile: 8.56195
[29] valid_0's poisson: -74.0786 valid_0's quantile: 8.4745
[30] valid_0's poisson: -74.448 valid_0's quantile: 8.38895
[31] valid_0's poisson: -74.8013 valid_0's quantile: 8.30491
[32] valid_0's poisson: -75.1474 valid_0's quantile: 8.22333
[33] valid_0's poisson: -75.4697 valid_0's quantile: 8.14449
[34] valid_0's poisson: -75.7871 valid_0's quantile: 8.06712
[35] valid_0's poisson: -76.0993 valid_0's quantile: 7.99006
[36] valid_0's poisson: -76.4297 valid_0's quantile: 7.91965
[37] valid_0's poisson: -76.7431 valid_0's quantile: 7.84585
[38] valid_0's poisson: -77.0395 valid_0's quantile: 7.77259
[39] valid_0's poisson: -77.3184 valid_0's quantile: 7.70309
[40] valid_0's poisson: -77.6048 valid_0's quantile: 7.63315
[41] valid_0's poisson: -77.8854 valid_0's quantile: 7.56576
[42] valid_0's poisson: -78.1604 valid_0's quantile: 7.49962
[43] valid_0's poisson: -78.4638 valid_0's quantile: 7.43606
[44] valid_0's poisson: -78.7612 valid_0's quantile: 7.37484
[45] valid_0's poisson: -79.0677 valid_0's quantile: 7.30738
[46] valid_0's poisson: -79.3269 valid_0's quantile: 7.24529
[47] valid_0's poisson: -79.5809 valid_0's quantile: 7.18458
[48] valid_0's poisson: -79.832 valid_0's quantile: 7.12613
[49] valid_0's poisson: -80.0775 valid_0's quantile: 7.06919
[50] valid_0's poisson: -80.3637 valid_0's quantile: 7.00801
[51] valid_0's poisson: -80.6443 valid_0's quantile: 6.94834
[52] valid_0's poisson: -80.9156 valid_0's quantile: 6.89858
[53] valid_0's poisson: -81.1818 valid_0's quantile: 6.84994
[54] valid_0's poisson: -81.4477 valid_0's quantile: 6.79365
[55] valid_0's poisson: -81.7086 valid_0's quantile: 6.73881
[56] valid_0's poisson: -81.9661 valid_0's quantile: 6.68602
[57] valid_0's poisson: -82.2186 valid_0's quantile: 6.63528
[58] valid_0's poisson: -82.4663 valid_0's quantile: 6.58567
[59] valid_0's poisson: -82.7263 valid_0's quantile: 6.54334
[60] valid_0's poisson: -82.9653 valid_0's quantile: 6.49579
[61] valid_0's poisson: -83.2226 valid_0's quantile: 6.44693
[62] valid_0's poisson: -83.475 valid_0's quantile: 6.3993
[63] valid_0's poisson: -83.7318 valid_0's quantile: 6.35763
[64] valid_0's poisson: -83.9556 valid_0's quantile: 6.31402
[65] valid_0's poisson: -84.2044 valid_0's quantile: 6.27405
[66] valid_0's poisson: -84.4487 valid_0's quantile: 6.23474
[67] valid_0's poisson: -84.6613 valid_0's quantile: 6.19351
[68] valid_0's poisson: -84.8929 valid_0's quantile: 6.15052
[69] valid_0's poisson: -85.1202 valid_0's quantile: 6.1085
[70] valid_0's poisson: -85.3613 valid_0's quantile: 6.07217
[71] valid_0's poisson: -85.5766 valid_0's quantile: 6.03205
[72] valid_0's poisson: -85.7878 valid_0's quantile: 5.99274
[73] valid_0's poisson: -86.0184 valid_0's quantile: 5.95852
[74] valid_0's poisson: -86.2238 valid_0's quantile: 5.92066
[75] valid_0's poisson: -86.4141 valid_0's quantile: 5.88486
[76] valid_0's poisson: -86.6008 valid_0's quantile: 5.84992
[77] valid_0's poisson: -86.8185 valid_0's quantile: 5.81783
[78] valid_0's poisson: -87.0209 valid_0's quantile: 5.78597
[79] valid_0's poisson: -87.2334 valid_0's quantile: 5.75499
[80] valid_0's poisson: -87.4061 valid_0's quantile: 5.72186
[81] valid_0's poisson: -87.6125 valid_0's quantile: 5.6917
[82] valid_0's poisson: -87.8075 valid_0's quantile: 5.6615
[83] valid_0's poisson: -87.993 valid_0's quantile: 5.62822
[84] valid_0's poisson: -88.1857 valid_0's quantile: 5.59967
[85] valid_0's poisson: -88.3612 valid_0's quantile: 5.56988
[86] valid_0's poisson: -88.5473 valid_0's quantile: 5.54228
[87] valid_0's poisson: -88.7094 valid_0's quantile: 5.51183
[88] valid_0's poisson: -88.8842 valid_0's quantile: 5.48086
[89] valid_0's poisson: -89.0529 valid_0's quantile: 5.45069
[90] valid_0's poisson: -89.2186 valid_0's quantile: 5.42099
[91] valid_0's poisson: -89.3957 valid_0's quantile: 5.39568
[92] valid_0's poisson: -89.5527 valid_0's quantile: 5.36899
[93] valid_0's poisson: -89.7153 valid_0's quantile: 5.34031
[94] valid_0's poisson: -89.8744 valid_0's quantile: 5.31256
[95] valid_0's poisson: -90.0307 valid_0's quantile: 5.28551
[96] valid_0's poisson: -90.188 valid_0's quantile: 5.26118
[97] valid_0's poisson: -90.3333 valid_0's quantile: 5.23668
[98] valid_0's poisson: -90.476 valid_0's quantile: 5.21267
[99] valid_0's poisson: -90.6199 valid_0's quantile: 5.18885
[100] valid_0's poisson: -90.768 valid_0's quantile: 5.1639
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.6293 valid_0's quantile: 11.5529
[2] valid_0's poisson: -63.0843 valid_0's quantile: 11.4122
[3] valid_0's poisson: -63.5934 valid_0's quantile: 11.2658
[4] valid_0's poisson: -64.0889 valid_0's quantile: 11.124
[5] valid_0's poisson: -64.5716 valid_0's quantile: 10.9863
[6] valid_0's poisson: -65.0419 valid_0's quantile: 10.8525
[7] valid_0's poisson: -65.4839 valid_0's quantile: 10.7262
[8] valid_0's poisson: -65.8778 valid_0's quantile: 10.6084
[9] valid_0's poisson: -66.3012 valid_0's quantile: 10.4889
[10] valid_0's poisson: -66.7336 valid_0's quantile: 10.3708
[11] valid_0's poisson: -67.1396 valid_0's quantile: 10.2598
[12] valid_0's poisson: -67.5532 valid_0's quantile: 10.149
[13] valid_0's poisson: -67.9633 valid_0's quantile: 10.0402
[14] valid_0's poisson: -68.362 valid_0's quantile: 9.93448
[15] valid_0's poisson: -68.7907 valid_0's quantile: 9.81753
[16] valid_0's poisson: -69.1657 valid_0's quantile: 9.70923
[17] valid_0's poisson: -69.5746 valid_0's quantile: 9.59934
[18] valid_0's poisson: -69.9738 valid_0's quantile: 9.49374
[19] valid_0's poisson: -70.364 valid_0's quantile: 9.39199
[20] valid_0's poisson: -70.7452 valid_0's quantile: 9.29288
[21] valid_0's poisson: -71.128 valid_0's quantile: 9.19366
[22] valid_0's poisson: -71.502 valid_0's quantile: 9.09686
[23] valid_0's poisson: -71.9141 valid_0's quantile: 8.99718
[24] valid_0's poisson: -72.3224 valid_0's quantile: 8.89786
[25] valid_0's poisson: -72.7222 valid_0's quantile: 8.7982
[26] valid_0's poisson: -73.1132 valid_0's quantile: 8.70095
[27] valid_0's poisson: -73.4956 valid_0's quantile: 8.6072
[28] valid_0's poisson: -73.8698 valid_0's quantile: 8.51604
[29] valid_0's poisson: -74.2337 valid_0's quantile: 8.42715
[30] valid_0's poisson: -74.5899 valid_0's quantile: 8.33979
[31] valid_0's poisson: -74.939 valid_0's quantile: 8.25664
[32] valid_0's poisson: -75.2712 valid_0's quantile: 8.18012
[33] valid_0's poisson: -75.6134 valid_0's quantile: 8.10573
[34] valid_0's poisson: -75.9531 valid_0's quantile: 8.02601
[35] valid_0's poisson: -76.2534 valid_0's quantile: 7.95119
[36] valid_0's poisson: -76.5801 valid_0's quantile: 7.87563
[37] valid_0's poisson: -76.8925 valid_0's quantile: 7.79899
[38] valid_0's poisson: -77.2095 valid_0's quantile: 7.7241
[39] valid_0's poisson: -77.5182 valid_0's quantile: 7.6523
[40] valid_0's poisson: -77.8149 valid_0's quantile: 7.58047
[41] valid_0's poisson: -78.1191 valid_0's quantile: 7.51562
[42] valid_0's poisson: -78.4061 valid_0's quantile: 7.44615
[43] valid_0's poisson: -78.6704 valid_0's quantile: 7.38172
[44] valid_0's poisson: -78.9233 valid_0's quantile: 7.31987
[45] valid_0's poisson: -79.218 valid_0's quantile: 7.25402
[46] valid_0's poisson: -79.486 valid_0's quantile: 7.19067
[47] valid_0's poisson: -79.7486 valid_0's quantile: 7.12931
[48] valid_0's poisson: -80.0052 valid_0's quantile: 7.06932
[49] valid_0's poisson: -80.2879 valid_0's quantile: 7.00837
[50] valid_0's poisson: -80.5591 valid_0's quantile: 6.95381
[51] valid_0's poisson: -80.8321 valid_0's quantile: 6.8956
[52] valid_0's poisson: -81.0997 valid_0's quantile: 6.8387
[53] valid_0's poisson: -81.3716 valid_0's quantile: 6.78941
[54] valid_0's poisson: -81.6295 valid_0's quantile: 6.73613
[55] valid_0's poisson: -81.8952 valid_0's quantile: 6.68866
[56] valid_0's poisson: -82.145 valid_0's quantile: 6.63795
[57] valid_0's poisson: -82.4088 valid_0's quantile: 6.58677
[58] valid_0's poisson: -82.6514 valid_0's quantile: 6.53671
[59] valid_0's poisson: -82.8891 valid_0's quantile: 6.4886
[60] valid_0's poisson: -83.1274 valid_0's quantile: 6.44397
[61] valid_0's poisson: -83.4014 valid_0's quantile: 6.40083
[62] valid_0's poisson: -83.6485 valid_0's quantile: 6.3549
[63] valid_0's poisson: -83.8909 valid_0's quantile: 6.30998
[64] valid_0's poisson: -84.1101 valid_0's quantile: 6.26775
[65] valid_0's poisson: -84.3585 valid_0's quantile: 6.22603
[66] valid_0's poisson: -84.6004 valid_0's quantile: 6.18647
[67] valid_0's poisson: -84.8491 valid_0's quantile: 6.14822
[68] valid_0's poisson: -85.0933 valid_0's quantile: 6.1107
[69] valid_0's poisson: -85.3113 valid_0's quantile: 6.07027
[70] valid_0's poisson: -85.5472 valid_0's quantile: 6.03451
[71] valid_0's poisson: -85.7472 valid_0's quantile: 5.99452
[72] valid_0's poisson: -85.9502 valid_0's quantile: 5.95781
[73] valid_0's poisson: -86.1767 valid_0's quantile: 5.92237
[74] valid_0's poisson: -86.3666 valid_0's quantile: 5.88518
[75] valid_0's poisson: -86.5529 valid_0's quantile: 5.84923
[76] valid_0's poisson: -86.7356 valid_0's quantile: 5.8145
[77] valid_0's poisson: -86.9373 valid_0's quantile: 5.77941
[78] valid_0's poisson: -87.1526 valid_0's quantile: 5.74829
[79] valid_0's poisson: -87.3582 valid_0's quantile: 5.71615
[80] valid_0's poisson: -87.5549 valid_0's quantile: 5.68542
[81] valid_0's poisson: -87.7393 valid_0's quantile: 5.65317
[82] valid_0's poisson: -87.9369 valid_0's quantile: 5.62473
[83] valid_0's poisson: -88.1309 valid_0's quantile: 5.59715
[84] valid_0's poisson: -88.3055 valid_0's quantile: 5.56775
[85] valid_0's poisson: -88.4819 valid_0's quantile: 5.53735
[86] valid_0's poisson: -88.6402 valid_0's quantile: 5.50629
[87] valid_0's poisson: -88.8248 valid_0's quantile: 5.47935
[88] valid_0's poisson: -88.9779 valid_0's quantile: 5.44909
[89] valid_0's poisson: -89.1466 valid_0's quantile: 5.42026
[90] valid_0's poisson: -89.3126 valid_0's quantile: 5.39323
[91] valid_0's poisson: -89.4754 valid_0's quantile: 5.36665
[92] valid_0's poisson: -89.6519 valid_0's quantile: 5.34253
[93] valid_0's poisson: -89.8252 valid_0's quantile: 5.31771
[94] valid_0's poisson: -89.9953 valid_0's quantile: 5.2944
[95] valid_0's poisson: -90.1606 valid_0's quantile: 5.26993
[96] valid_0's poisson: -90.3228 valid_0's quantile: 5.24592
[97] valid_0's poisson: -90.4778 valid_0's quantile: 5.22267
[98] valid_0's poisson: -90.6306 valid_0's quantile: 5.19618
[99] valid_0's poisson: -90.7837 valid_0's quantile: 5.16996
[100] valid_0's poisson: -90.9343 valid_0's quantile: 5.14495
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -63.2529 valid_0's quantile: 11.5404
[2] valid_0's poisson: -63.6987 valid_0's quantile: 11.3953
[3] valid_0's poisson: -64.1874 valid_0's quantile: 11.2462
[4] valid_0's poisson: -64.6624 valid_0's quantile: 11.1019
[5] valid_0's poisson: -65.0751 valid_0's quantile: 10.9682
[6] valid_0's poisson: -65.5226 valid_0's quantile: 10.833
[7] valid_0's poisson: -65.9722 valid_0's quantile: 10.701
[8] valid_0's poisson: -66.3967 valid_0's quantile: 10.5744
[9] valid_0's poisson: -66.7738 valid_0's quantile: 10.4572
[10] valid_0's poisson: -67.1781 valid_0's quantile: 10.3383
[11] valid_0's poisson: -67.5771 valid_0's quantile: 10.2243
[12] valid_0's poisson: -67.9742 valid_0's quantile: 10.1111
[13] valid_0's poisson: -68.349 valid_0's quantile: 10.0036
[14] valid_0's poisson: -68.7174 valid_0's quantile: 9.89783
[15] valid_0's poisson: -69.0862 valid_0's quantile: 9.79345
[16] valid_0's poisson: -69.4619 valid_0's quantile: 9.69051
[17] valid_0's poisson: -69.8182 valid_0's quantile: 9.59223
[18] valid_0's poisson: -70.2137 valid_0's quantile: 9.48171
[19] valid_0's poisson: -70.5916 valid_0's quantile: 9.37545
[20] valid_0's poisson: -70.9992 valid_0's quantile: 9.27019
[21] valid_0's poisson: -71.3974 valid_0's quantile: 9.16717
[22] valid_0's poisson: -71.7549 valid_0's quantile: 9.06891
[23] valid_0's poisson: -72.1039 valid_0's quantile: 8.98144
[24] valid_0's poisson: -72.5087 valid_0's quantile: 8.88056
[25] valid_0's poisson: -72.9046 valid_0's quantile: 8.78244
[26] valid_0's poisson: -73.2947 valid_0's quantile: 8.687
[27] valid_0's poisson: -73.6769 valid_0's quantile: 8.59344
[28] valid_0's poisson: -74.0508 valid_0's quantile: 8.50249
[29] valid_0's poisson: -74.4177 valid_0's quantile: 8.4103
[30] valid_0's poisson: -74.7767 valid_0's quantile: 8.3203
[31] valid_0's poisson: -75.1279 valid_0's quantile: 8.23236
[32] valid_0's poisson: -75.4678 valid_0's quantile: 8.14758
[33] valid_0's poisson: -75.8073 valid_0's quantile: 8.06523
[34] valid_0's poisson: -76.1348 valid_0's quantile: 7.98338
[35] valid_0's poisson: -76.4604 valid_0's quantile: 7.90417
[36] valid_0's poisson: -76.7739 valid_0's quantile: 7.82841
[37] valid_0's poisson: -77.0921 valid_0's quantile: 7.7528
[38] valid_0's poisson: -77.3728 valid_0's quantile: 7.68179
[39] valid_0's poisson: -77.6745 valid_0's quantile: 7.61117
[40] valid_0's poisson: -77.9701 valid_0's quantile: 7.54183
[41] valid_0's poisson: -78.2568 valid_0's quantile: 7.47092
[42] valid_0's poisson: -78.546 valid_0's quantile: 7.40406
[43] valid_0's poisson: -78.8299 valid_0's quantile: 7.33737
[44] valid_0's poisson: -79.1411 valid_0's quantile: 7.26822
[45] valid_0's poisson: -79.4277 valid_0's quantile: 7.20154
[46] valid_0's poisson: -79.7086 valid_0's quantile: 7.13725
[47] valid_0's poisson: -80.0264 valid_0's quantile: 7.081
[48] valid_0's poisson: -80.3202 valid_0's quantile: 7.01726
[49] valid_0's poisson: -80.5863 valid_0's quantile: 6.95698
[50] valid_0's poisson: -80.868 valid_0's quantile: 6.89693
[51] valid_0's poisson: -81.1678 valid_0's quantile: 6.84438
[52] valid_0's poisson: -81.4617 valid_0's quantile: 6.7937
[53] valid_0's poisson: -81.7348 valid_0's quantile: 6.73718
[54] valid_0's poisson: -81.9705 valid_0's quantile: 6.68611
[55] valid_0's poisson: -82.2383 valid_0's quantile: 6.64033
[56] valid_0's poisson: -82.5001 valid_0's quantile: 6.58829
[57] valid_0's poisson: -82.7569 valid_0's quantile: 6.53708
[58] valid_0's poisson: -82.9911 valid_0's quantile: 6.48848
[59] valid_0's poisson: -83.2398 valid_0's quantile: 6.43919
[60] valid_0's poisson: -83.4666 valid_0's quantile: 6.39306
[61] valid_0's poisson: -83.7076 valid_0's quantile: 6.3465
[62] valid_0's poisson: -83.9427 valid_0's quantile: 6.30104
[63] valid_0's poisson: -84.1591 valid_0's quantile: 6.25794
[64] valid_0's poisson: -84.3955 valid_0's quantile: 6.21836
[65] valid_0's poisson: -84.61 valid_0's quantile: 6.17616
[66] valid_0's poisson: -84.8322 valid_0's quantile: 6.13378
[67] valid_0's poisson: -85.0359 valid_0's quantile: 6.09388
[68] valid_0's poisson: -85.2612 valid_0's quantile: 6.05653
[69] valid_0's poisson: -85.4926 valid_0's quantile: 6.02035
[70] valid_0's poisson: -85.7183 valid_0's quantile: 5.98379
[71] valid_0's poisson: -85.9416 valid_0's quantile: 5.94913
[72] valid_0's poisson: -86.129 valid_0's quantile: 5.91261
[73] valid_0's poisson: -86.3451 valid_0's quantile: 5.87911
[74] valid_0's poisson: -86.5568 valid_0's quantile: 5.84622
[75] valid_0's poisson: -86.744 valid_0's quantile: 5.81024
[76] valid_0's poisson: -86.9275 valid_0's quantile: 5.77504
[77] valid_0's poisson: -87.115 valid_0's quantile: 5.74006
[78] valid_0's poisson: -87.3133 valid_0's quantile: 5.70954
[79] valid_0's poisson: -87.5079 valid_0's quantile: 5.67975
[80] valid_0's poisson: -87.6734 valid_0's quantile: 5.64781
[81] valid_0's poisson: -87.8357 valid_0's quantile: 5.61649
[82] valid_0's poisson: -87.9948 valid_0's quantile: 5.58584
[83] valid_0's poisson: -88.1509 valid_0's quantile: 5.55592
[84] valid_0's poisson: -88.3278 valid_0's quantile: 5.52455
[85] valid_0's poisson: -88.4875 valid_0's quantile: 5.49616
[86] valid_0's poisson: -88.6697 valid_0's quantile: 5.46946
[87] valid_0's poisson: -88.8386 valid_0's quantile: 5.43991
[88] valid_0's poisson: -89.0025 valid_0's quantile: 5.41143
[89] valid_0's poisson: -89.1795 valid_0's quantile: 5.38473
[90] valid_0's poisson: -89.34 valid_0's quantile: 5.35686
[91] valid_0's poisson: -89.4938 valid_0's quantile: 5.32992
[92] valid_0's poisson: -89.6622 valid_0's quantile: 5.30433
[93] valid_0's poisson: -89.811 valid_0's quantile: 5.27836
[94] valid_0's poisson: -89.9768 valid_0's quantile: 5.25347
[95] valid_0's poisson: -90.1397 valid_0's quantile: 5.22902
[96] valid_0's poisson: -90.286 valid_0's quantile: 5.20366
[97] valid_0's poisson: -90.4254 valid_0's quantile: 5.17911
[98] valid_0's poisson: -90.5799 valid_0's quantile: 5.15686
[99] valid_0's poisson: -90.7208 valid_0's quantile: 5.13245
[100] valid_0's poisson: -90.8752 valid_0's quantile: 5.11104
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -63.9306 valid_0's quantile: 11.5282
[2] valid_0's poisson: -64.425 valid_0's quantile: 11.3784
[3] valid_0's poisson: -64.9055 valid_0's quantile: 11.2321
[4] valid_0's poisson: -65.3265 valid_0's quantile: 11.096
[5] valid_0's poisson: -65.7823 valid_0's quantile: 10.9577
[6] valid_0's poisson: -66.2342 valid_0's quantile: 10.8228
[7] valid_0's poisson: -66.6742 valid_0's quantile: 10.6919
[8] valid_0's poisson: -67.095 valid_0's quantile: 10.5664
[9] valid_0's poisson: -67.5161 valid_0's quantile: 10.4436
[10] valid_0's poisson: -67.8852 valid_0's quantile: 10.3301
[11] valid_0's poisson: -68.2832 valid_0's quantile: 10.2152
[12] valid_0's poisson: -68.675 valid_0's quantile: 10.1048
[13] valid_0's poisson: -69.0573 valid_0's quantile: 9.99722
[14] valid_0's poisson: -69.4305 valid_0's quantile: 9.89254
[15] valid_0's poisson: -69.7949 valid_0's quantile: 9.79078
[16] valid_0's poisson: -70.1124 valid_0's quantile: 9.69637
[17] valid_0's poisson: -70.4647 valid_0's quantile: 9.5897
[18] valid_0's poisson: -70.8287 valid_0's quantile: 9.48241
[19] valid_0's poisson: -71.1883 valid_0's quantile: 9.37778
[20] valid_0's poisson: -71.6085 valid_0's quantile: 9.27051
[21] valid_0's poisson: -72.0026 valid_0's quantile: 9.16795
[22] valid_0's poisson: -72.4063 valid_0's quantile: 9.06508
[23] valid_0's poisson: -72.8009 valid_0's quantile: 8.96456
[24] valid_0's poisson: -73.1868 valid_0's quantile: 8.86681
[25] valid_0's poisson: -73.5572 valid_0's quantile: 8.77296
[26] valid_0's poisson: -73.9194 valid_0's quantile: 8.68153
[27] valid_0's poisson: -74.2873 valid_0's quantile: 8.59798
[28] valid_0's poisson: -74.6477 valid_0's quantile: 8.51695
[29] valid_0's poisson: -74.9952 valid_0's quantile: 8.42994
[30] valid_0's poisson: -75.3336 valid_0's quantile: 8.34487
[31] valid_0's poisson: -75.6654 valid_0's quantile: 8.26008
[32] valid_0's poisson: -75.9899 valid_0's quantile: 8.17717
[33] valid_0's poisson: -76.3074 valid_0's quantile: 8.09568
[34] valid_0's poisson: -76.6181 valid_0's quantile: 8.01662
[35] valid_0's poisson: -76.9443 valid_0's quantile: 7.94437
[36] valid_0's poisson: -77.2527 valid_0's quantile: 7.86672
[37] valid_0's poisson: -77.5512 valid_0's quantile: 7.79302
[38] valid_0's poisson: -77.8612 valid_0's quantile: 7.72419
[39] valid_0's poisson: -78.165 valid_0's quantile: 7.65704
[40] valid_0's poisson: -78.4491 valid_0's quantile: 7.58823
[41] valid_0's poisson: -78.7421 valid_0's quantile: 7.52433
[42] valid_0's poisson: -79.0295 valid_0's quantile: 7.46219
[43] valid_0's poisson: -79.3222 valid_0's quantile: 7.39247
[44] valid_0's poisson: -79.6044 valid_0's quantile: 7.32454
[45] valid_0's poisson: -79.8673 valid_0's quantile: 7.25998
[46] valid_0's poisson: -80.1486 valid_0's quantile: 7.194
[47] valid_0's poisson: -80.4032 valid_0's quantile: 7.13209
[48] valid_0's poisson: -80.6675 valid_0's quantile: 7.06944
[49] valid_0's poisson: -80.9312 valid_0's quantile: 7.0076
[50] valid_0's poisson: -81.1896 valid_0's quantile: 6.94794
[51] valid_0's poisson: -81.443 valid_0's quantile: 6.89044
[52] valid_0's poisson: -81.6914 valid_0's quantile: 6.83474
[53] valid_0's poisson: -81.9337 valid_0's quantile: 6.78151
[54] valid_0's poisson: -82.1713 valid_0's quantile: 6.73062
[55] valid_0's poisson: -82.3984 valid_0's quantile: 6.68069
[56] valid_0's poisson: -82.6386 valid_0's quantile: 6.63
[57] valid_0's poisson: -82.874 valid_0's quantile: 6.58037
[58] valid_0's poisson: -83.1164 valid_0's quantile: 6.53159
[59] valid_0's poisson: -83.3496 valid_0's quantile: 6.48879
[60] valid_0's poisson: -83.6063 valid_0's quantile: 6.44605
[61] valid_0's poisson: -83.828 valid_0's quantile: 6.40042
[62] valid_0's poisson: -84.0773 valid_0's quantile: 6.35892
[63] valid_0's poisson: -84.2912 valid_0's quantile: 6.31494
[64] valid_0's poisson: -84.5009 valid_0's quantile: 6.27255
[65] valid_0's poisson: -84.7404 valid_0's quantile: 6.23358
[66] valid_0's poisson: -84.9756 valid_0's quantile: 6.19531
[67] valid_0's poisson: -85.1777 valid_0's quantile: 6.15546
[68] valid_0's poisson: -85.373 valid_0's quantile: 6.11608
[69] valid_0's poisson: -85.5924 valid_0's quantile: 6.07926
[70] valid_0's poisson: -85.8073 valid_0's quantile: 6.04328
[71] valid_0's poisson: -86.0142 valid_0's quantile: 6.00394
[72] valid_0's poisson: -86.238 valid_0's quantile: 5.96889
[73] valid_0's poisson: -86.4215 valid_0's quantile: 5.93246
[74] valid_0's poisson: -86.637 valid_0's quantile: 5.89867
[75] valid_0's poisson: -86.8285 valid_0's quantile: 5.8624
[76] valid_0's poisson: -87.0258 valid_0's quantile: 5.82896
[77] valid_0's poisson: -87.2005 valid_0's quantile: 5.7953
[78] valid_0's poisson: -87.3755 valid_0's quantile: 5.76223
[79] valid_0's poisson: -87.5563 valid_0's quantile: 5.72824
[80] valid_0's poisson: -87.7192 valid_0's quantile: 5.69642
[81] valid_0's poisson: -87.879 valid_0's quantile: 5.66538
[82] valid_0's poisson: -88.0686 valid_0's quantile: 5.63537
[83] valid_0's poisson: -88.2545 valid_0's quantile: 5.60463
[84] valid_0's poisson: -88.4221 valid_0's quantile: 5.5737
[85] valid_0's poisson: -88.59 valid_0's quantile: 5.5435
[86] valid_0's poisson: -88.767 valid_0's quantile: 5.51445
[87] valid_0's poisson: -88.9298 valid_0's quantile: 5.48524
[88] valid_0's poisson: -89.0993 valid_0's quantile: 5.45682
[89] valid_0's poisson: -89.2764 valid_0's quantile: 5.42938
[90] valid_0's poisson: -89.4413 valid_0's quantile: 5.40064
[91] valid_0's poisson: -89.5992 valid_0's quantile: 5.37322
[92] valid_0's poisson: -89.7435 valid_0's quantile: 5.34731
[93] valid_0's poisson: -89.885 valid_0's quantile: 5.32194
[94] valid_0's poisson: -90.0345 valid_0's quantile: 5.29587
[95] valid_0's poisson: -90.1968 valid_0's quantile: 5.27134
[96] valid_0's poisson: -90.356 valid_0's quantile: 5.24729
[97] valid_0's poisson: -90.5016 valid_0's quantile: 5.22169
[98] valid_0's poisson: -90.6368 valid_0's quantile: 5.19688
[99] valid_0's poisson: -90.7843 valid_0's quantile: 5.17297
[100] valid_0's poisson: -90.9439 valid_0's quantile: 5.15036
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.6169 valid_0's quantile: 11.5534
[2] valid_0's poisson: -63.0597 valid_0's quantile: 11.4132
[3] valid_0's poisson: -63.4898 valid_0's quantile: 11.2763
[4] valid_0's poisson: -63.9078 valid_0's quantile: 11.144
[5] valid_0's poisson: -64.3204 valid_0's quantile: 11.0155
[6] valid_0's poisson: -64.716 valid_0's quantile: 10.8911
[7] valid_0's poisson: -65.1009 valid_0's quantile: 10.7712
[8] valid_0's poisson: -65.4818 valid_0's quantile: 10.6546
[9] valid_0's poisson: -65.9262 valid_0's quantile: 10.5319
[10] valid_0's poisson: -66.3619 valid_0's quantile: 10.4134
[11] valid_0's poisson: -66.7827 valid_0's quantile: 10.2995
[12] valid_0's poisson: -67.1982 valid_0's quantile: 10.1883
[13] valid_0's poisson: -67.6416 valid_0's quantile: 10.0662
[14] valid_0's poisson: -68.0798 valid_0's quantile: 9.94691
[15] valid_0's poisson: -68.5073 valid_0's quantile: 9.83095
[16] valid_0's poisson: -68.9116 valid_0's quantile: 9.71844
[17] valid_0's poisson: -69.3068 valid_0's quantile: 9.60974
[18] valid_0's poisson: -69.6925 valid_0's quantile: 9.50416
[19] valid_0's poisson: -70.0946 valid_0's quantile: 9.39996
[20] valid_0's poisson: -70.4317 valid_0's quantile: 9.30632
[21] valid_0's poisson: -70.8195 valid_0's quantile: 9.20595
[22] valid_0's poisson: -71.1789 valid_0's quantile: 9.11826
[23] valid_0's poisson: -71.5674 valid_0's quantile: 9.02101
[24] valid_0's poisson: -71.9223 valid_0's quantile: 8.93405
[25] valid_0's poisson: -72.2798 valid_0's quantile: 8.84836
[26] valid_0's poisson: -72.6645 valid_0's quantile: 8.75539
[27] valid_0's poisson: -73.0423 valid_0's quantile: 8.66351
[28] valid_0's poisson: -73.4106 valid_0's quantile: 8.5754
[29] valid_0's poisson: -73.7727 valid_0's quantile: 8.48799
[30] valid_0's poisson: -74.131 valid_0's quantile: 8.41112
[31] valid_0's poisson: -74.4794 valid_0's quantile: 8.32718
[32] valid_0's poisson: -74.8205 valid_0's quantile: 8.24516
[33] valid_0's poisson: -75.1545 valid_0's quantile: 8.16576
[34] valid_0's poisson: -75.4813 valid_0's quantile: 8.09649
[35] valid_0's poisson: -75.8096 valid_0's quantile: 8.02455
[36] valid_0's poisson: -76.1397 valid_0's quantile: 7.94693
[37] valid_0's poisson: -76.4531 valid_0's quantile: 7.87253
[38] valid_0's poisson: -76.774 valid_0's quantile: 7.79718
[39] valid_0's poisson: -77.0781 valid_0's quantile: 7.72531
[40] valid_0's poisson: -77.3891 valid_0's quantile: 7.66006
[41] valid_0's poisson: -77.6946 valid_0's quantile: 7.58877
[42] valid_0's poisson: -77.9734 valid_0's quantile: 7.52327
[43] valid_0's poisson: -78.2668 valid_0's quantile: 7.46081
[44] valid_0's poisson: -78.549 valid_0's quantile: 7.40283
[45] valid_0's poisson: -78.8489 valid_0's quantile: 7.33775
[46] valid_0's poisson: -79.1506 valid_0's quantile: 7.27297
[47] valid_0's poisson: -79.4241 valid_0's quantile: 7.2112
[48] valid_0's poisson: -79.6852 valid_0's quantile: 7.15205
[49] valid_0's poisson: -79.9837 valid_0's quantile: 7.08844
[50] valid_0's poisson: -80.2764 valid_0's quantile: 7.02709
[51] valid_0's poisson: -80.545 valid_0's quantile: 6.96979
[52] valid_0's poisson: -80.7896 valid_0's quantile: 6.91662
[53] valid_0's poisson: -81.0497 valid_0's quantile: 6.86264
[54] valid_0's poisson: -81.3064 valid_0's quantile: 6.80997
[55] valid_0's poisson: -81.543 valid_0's quantile: 6.76015
[56] valid_0's poisson: -81.7749 valid_0's quantile: 6.71151
[57] valid_0's poisson: -82.0022 valid_0's quantile: 6.664
[58] valid_0's poisson: -82.2251 valid_0's quantile: 6.61766
[59] valid_0's poisson: -82.4841 valid_0's quantile: 6.57328
[60] valid_0's poisson: -82.7271 valid_0's quantile: 6.53105
[61] valid_0's poisson: -82.9394 valid_0's quantile: 6.48714
[62] valid_0's poisson: -83.1868 valid_0's quantile: 6.44474
[63] valid_0's poisson: -83.4258 valid_0's quantile: 6.3987
[64] valid_0's poisson: -83.6459 valid_0's quantile: 6.35542
[65] valid_0's poisson: -83.8749 valid_0's quantile: 6.31168
[66] valid_0's poisson: -84.0922 valid_0's quantile: 6.2697
[67] valid_0's poisson: -84.2871 valid_0's quantile: 6.22997
[68] valid_0's poisson: -84.5232 valid_0's quantile: 6.1914
[69] valid_0's poisson: -84.7629 valid_0's quantile: 6.15245
[70] valid_0's poisson: -84.9614 valid_0's quantile: 6.11331
[71] valid_0's poisson: -85.1633 valid_0's quantile: 6.07475
[72] valid_0's poisson: -85.3845 valid_0's quantile: 6.03903
[73] valid_0's poisson: -85.5805 valid_0's quantile: 6.00213
[74] valid_0's poisson: -85.7849 valid_0's quantile: 5.96506
[75] valid_0's poisson: -86.0078 valid_0's quantile: 5.93069
[76] valid_0's poisson: -86.2057 valid_0's quantile: 5.89491
[77] valid_0's poisson: -86.3708 valid_0's quantile: 5.86226
[78] valid_0's poisson: -86.5695 valid_0's quantile: 5.8267
[79] valid_0's poisson: -86.7843 valid_0's quantile: 5.79401
[80] valid_0's poisson: -86.9837 valid_0's quantile: 5.75873
[81] valid_0's poisson: -87.1545 valid_0's quantile: 5.72724
[82] valid_0's poisson: -87.3529 valid_0's quantile: 5.69706
[83] valid_0's poisson: -87.5442 valid_0's quantile: 5.66349
[84] valid_0's poisson: -87.7108 valid_0's quantile: 5.63337
[85] valid_0's poisson: -87.9064 valid_0's quantile: 5.60405
[86] valid_0's poisson: -88.0916 valid_0's quantile: 5.57647
[87] valid_0's poisson: -88.2515 valid_0's quantile: 5.54774
[88] valid_0's poisson: -88.427 valid_0's quantile: 5.51989
[89] valid_0's poisson: -88.61 valid_0's quantile: 5.49265
[90] valid_0's poisson: -88.7582 valid_0's quantile: 5.46543
[91] valid_0's poisson: -88.9226 valid_0's quantile: 5.43903
[92] valid_0's poisson: -89.0651 valid_0's quantile: 5.41271
[93] valid_0's poisson: -89.2411 valid_0's quantile: 5.38636
[94] valid_0's poisson: -89.394 valid_0's quantile: 5.36105
[95] valid_0's poisson: -89.5575 valid_0's quantile: 5.33608
[96] valid_0's poisson: -89.697 valid_0's quantile: 5.31115
[97] valid_0's poisson: -89.8599 valid_0's quantile: 5.28637
[98] valid_0's poisson: -90.0206 valid_0's quantile: 5.26202
[99] valid_0's poisson: -90.1744 valid_0's quantile: 5.23847
[100] valid_0's poisson: -90.3279 valid_0's quantile: 5.21313
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -68.7972 valid_0's quantile: 9.65968
[2] valid_0's poisson: -74.2022 valid_0's quantile: 8.30698
[3] valid_0's poisson: -79.6298 valid_0's quantile: 7.07855
[4] valid_0's poisson: -84.3903 valid_0's quantile: 6.22771
[5] valid_0's poisson: -87.8488 valid_0's quantile: 5.67235
[6] valid_0's poisson: -90.7669 valid_0's quantile: 5.23286
[7] valid_0's poisson: -93.0559 valid_0's quantile: 4.84492
[8] valid_0's poisson: -94.9022 valid_0's quantile: 4.60672
[9] valid_0's poisson: -96.1567 valid_0's quantile: 4.38504
[10] valid_0's poisson: -97.0506 valid_0's quantile: 4.20257
[11] valid_0's poisson: -97.9519 valid_0's quantile: 4.08862
[12] valid_0's poisson: -98.6565 valid_0's quantile: 3.99211
[13] valid_0's poisson: -99.2674 valid_0's quantile: 3.91719
[14] valid_0's poisson: -99.6313 valid_0's quantile: 3.87299
[15] valid_0's poisson: -100.03 valid_0's quantile: 3.81026
[16] valid_0's poisson: -100.247 valid_0's quantile: 3.77559
[17] valid_0's poisson: -100.611 valid_0's quantile: 3.72233
[18] valid_0's poisson: -100.778 valid_0's quantile: 3.70711
[19] valid_0's poisson: -100.92 valid_0's quantile: 3.69056
[20] valid_0's poisson: -101.03 valid_0's quantile: 3.67977
[21] valid_0's poisson: -101.184 valid_0's quantile: 3.59701
[22] valid_0's poisson: -101.343 valid_0's quantile: 3.57565
[23] valid_0's poisson: -101.449 valid_0's quantile: 3.56451
[24] valid_0's poisson: -101.538 valid_0's quantile: 3.54901
[25] valid_0's poisson: -101.585 valid_0's quantile: 3.54248
[26] valid_0's poisson: -101.643 valid_0's quantile: 3.52605
[27] valid_0's poisson: -101.753 valid_0's quantile: 3.50881
[28] valid_0's poisson: -101.771 valid_0's quantile: 3.50213
[29] valid_0's poisson: -101.759 valid_0's quantile: 3.50175
[30] valid_0's poisson: -101.81 valid_0's quantile: 3.49061
[31] valid_0's poisson: -101.823 valid_0's quantile: 3.47783
[32] valid_0's poisson: -101.809 valid_0's quantile: 3.46081
[33] valid_0's poisson: -101.868 valid_0's quantile: 3.42999
[34] valid_0's poisson: -101.886 valid_0's quantile: 3.42524
[35] valid_0's poisson: -101.896 valid_0's quantile: 3.42503
[36] valid_0's poisson: -101.999 valid_0's quantile: 3.41211
[37] valid_0's poisson: -102.019 valid_0's quantile: 3.40661
[38] valid_0's poisson: -102.127 valid_0's quantile: 3.39285
[39] valid_0's poisson: -102.188 valid_0's quantile: 3.38251
[40] valid_0's poisson: -102.231 valid_0's quantile: 3.37633
[41] valid_0's poisson: -102.288 valid_0's quantile: 3.3664
[42] valid_0's poisson: -102.332 valid_0's quantile: 3.35411
[43] valid_0's poisson: -102.355 valid_0's quantile: 3.34768
[44] valid_0's poisson: -102.405 valid_0's quantile: 3.34014
[45] valid_0's poisson: -102.437 valid_0's quantile: 3.33544
[46] valid_0's poisson: -102.432 valid_0's quantile: 3.32817
[47] valid_0's poisson: -102.477 valid_0's quantile: 3.32237
[48] valid_0's poisson: -102.533 valid_0's quantile: 3.31228
[49] valid_0's poisson: -102.554 valid_0's quantile: 3.29062
[50] valid_0's poisson: -102.605 valid_0's quantile: 3.28376
[51] valid_0's poisson: -102.652 valid_0's quantile: 3.26405
[52] valid_0's poisson: -102.695 valid_0's quantile: 3.25696
[53] valid_0's poisson: -102.711 valid_0's quantile: 3.25591
[54] valid_0's poisson: -102.775 valid_0's quantile: 3.24266
[55] valid_0's poisson: -102.792 valid_0's quantile: 3.24081
[56] valid_0's poisson: -102.789 valid_0's quantile: 3.24028
[57] valid_0's poisson: -102.808 valid_0's quantile: 3.2385
[58] valid_0's poisson: -102.823 valid_0's quantile: 3.23304
[59] valid_0's poisson: -102.83 valid_0's quantile: 3.23185
[60] valid_0's poisson: -102.888 valid_0's quantile: 3.22862
[61] valid_0's poisson: -102.953 valid_0's quantile: 3.2231
[62] valid_0's poisson: -102.944 valid_0's quantile: 3.22379
[63] valid_0's poisson: -102.998 valid_0's quantile: 3.20932
[64] valid_0's poisson: -103.012 valid_0's quantile: 3.20633
[65] valid_0's poisson: -103.025 valid_0's quantile: 3.20349
[66] valid_0's poisson: -103.021 valid_0's quantile: 3.20332
[67] valid_0's poisson: -103.022 valid_0's quantile: 3.20158
[68] valid_0's poisson: -102.997 valid_0's quantile: 3.20021
[69] valid_0's poisson: -103.04 valid_0's quantile: 3.19432
[70] valid_0's poisson: -103.045 valid_0's quantile: 3.18916
[71] valid_0's poisson: -103.038 valid_0's quantile: 3.18972
[72] valid_0's poisson: -103.078 valid_0's quantile: 3.18355
[73] valid_0's poisson: -103.107 valid_0's quantile: 3.18106
[74] valid_0's poisson: -103.132 valid_0's quantile: 3.17531
[75] valid_0's poisson: -103.161 valid_0's quantile: 3.17372
[76] valid_0's poisson: -103.169 valid_0's quantile: 3.17313
[77] valid_0's poisson: -103.205 valid_0's quantile: 3.16603
[78] valid_0's poisson: -103.182 valid_0's quantile: 3.16454
[79] valid_0's poisson: -103.183 valid_0's quantile: 3.1612
[80] valid_0's poisson: -103.197 valid_0's quantile: 3.1566
[81] valid_0's poisson: -103.195 valid_0's quantile: 3.15351
[82] valid_0's poisson: -103.195 valid_0's quantile: 3.15425
[83] valid_0's poisson: -103.208 valid_0's quantile: 3.15336
[84] valid_0's poisson: -103.196 valid_0's quantile: 3.15217
[85] valid_0's poisson: -103.209 valid_0's quantile: 3.15019
[86] valid_0's poisson: -103.234 valid_0's quantile: 3.14749
[87] valid_0's poisson: -103.252 valid_0's quantile: 3.14458
[88] valid_0's poisson: -103.257 valid_0's quantile: 3.14431
[89] valid_0's poisson: -103.256 valid_0's quantile: 3.14207
[90] valid_0's poisson: -103.271 valid_0's quantile: 3.14104
[91] valid_0's poisson: -103.277 valid_0's quantile: 3.13903
[92] valid_0's poisson: -103.272 valid_0's quantile: 3.13589
[93] valid_0's poisson: -103.289 valid_0's quantile: 3.13644
[94] valid_0's poisson: -103.301 valid_0's quantile: 3.13516
[95] valid_0's poisson: -103.321 valid_0's quantile: 3.13582
[96] valid_0's poisson: -103.329 valid_0's quantile: 3.13114
[97] valid_0's poisson: -103.339 valid_0's quantile: 3.12916
[98] valid_0's poisson: -103.432 valid_0's quantile: 3.10849
[99] valid_0's poisson: -103.438 valid_0's quantile: 3.10074
[100] valid_0's poisson: -103.452 valid_0's quantile: 3.10123
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -69.0032 valid_0's quantile: 9.65115
[2] valid_0's poisson: -74.4964 valid_0's quantile: 8.28752
[3] valid_0's poisson: -79.8337 valid_0's quantile: 7.02905
[4] valid_0's poisson: -84.5127 valid_0's quantile: 6.19496
[5] valid_0's poisson: -88.07 valid_0's quantile: 5.64926
[6] valid_0's poisson: -90.9067 valid_0's quantile: 5.2242
[7] valid_0's poisson: -93.0303 valid_0's quantile: 4.85083
[8] valid_0's poisson: -94.7811 valid_0's quantile: 4.61999
[9] valid_0's poisson: -95.9637 valid_0's quantile: 4.39522
[10] valid_0's poisson: -96.9817 valid_0's quantile: 4.24041
[11] valid_0's poisson: -97.6664 valid_0's quantile: 4.12352
[12] valid_0's poisson: -98.4818 valid_0's quantile: 4.01092
[13] valid_0's poisson: -98.9782 valid_0's quantile: 3.93305
[14] valid_0's poisson: -99.4782 valid_0's quantile: 3.87123
[15] valid_0's poisson: -99.9701 valid_0's quantile: 3.81619
[16] valid_0's poisson: -100.22 valid_0's quantile: 3.77446
[17] valid_0's poisson: -100.448 valid_0's quantile: 3.74787
[18] valid_0's poisson: -100.827 valid_0's quantile: 3.64777
[19] valid_0's poisson: -100.999 valid_0's quantile: 3.63087
[20] valid_0's poisson: -101.295 valid_0's quantile: 3.59015
[21] valid_0's poisson: -101.445 valid_0's quantile: 3.57156
[22] valid_0's poisson: -101.589 valid_0's quantile: 3.55584
[23] valid_0's poisson: -101.736 valid_0's quantile: 3.54468
[24] valid_0's poisson: -101.842 valid_0's quantile: 3.51959
[25] valid_0's poisson: -101.886 valid_0's quantile: 3.51327
[26] valid_0's poisson: -101.953 valid_0's quantile: 3.50345
[27] valid_0's poisson: -102.031 valid_0's quantile: 3.49433
[28] valid_0's poisson: -102.069 valid_0's quantile: 3.48807
[29] valid_0's poisson: -102.102 valid_0's quantile: 3.47963
[30] valid_0's poisson: -102.096 valid_0's quantile: 3.47614
[31] valid_0's poisson: -102.093 valid_0's quantile: 3.47211
[32] valid_0's poisson: -102.141 valid_0's quantile: 3.46698
[33] valid_0's poisson: -102.218 valid_0's quantile: 3.45413
[34] valid_0's poisson: -102.264 valid_0's quantile: 3.44877
[35] valid_0's poisson: -102.28 valid_0's quantile: 3.44655
[36] valid_0's poisson: -102.302 valid_0's quantile: 3.44393
[37] valid_0's poisson: -102.378 valid_0's quantile: 3.43252
[38] valid_0's poisson: -102.379 valid_0's quantile: 3.42889
[39] valid_0's poisson: -102.416 valid_0's quantile: 3.42075
[40] valid_0's poisson: -102.433 valid_0's quantile: 3.41807
[41] valid_0's poisson: -102.431 valid_0's quantile: 3.4133
[42] valid_0's poisson: -102.448 valid_0's quantile: 3.40633
[43] valid_0's poisson: -102.502 valid_0's quantile: 3.39783
[44] valid_0's poisson: -102.504 valid_0's quantile: 3.3932
[45] valid_0's poisson: -102.552 valid_0's quantile: 3.38407
[46] valid_0's poisson: -102.597 valid_0's quantile: 3.37664
[47] valid_0's poisson: -102.609 valid_0's quantile: 3.36937
[48] valid_0's poisson: -102.637 valid_0's quantile: 3.36394
[49] valid_0's poisson: -102.682 valid_0's quantile: 3.3577
[50] valid_0's poisson: -102.692 valid_0's quantile: 3.35226
[51] valid_0's poisson: -102.709 valid_0's quantile: 3.34815
[52] valid_0's poisson: -102.73 valid_0's quantile: 3.34611
[53] valid_0's poisson: -102.725 valid_0's quantile: 3.33722
[54] valid_0's poisson: -102.746 valid_0's quantile: 3.33476
[55] valid_0's poisson: -102.768 valid_0's quantile: 3.32642
[56] valid_0's poisson: -102.794 valid_0's quantile: 3.31072
[57] valid_0's poisson: -102.808 valid_0's quantile: 3.30969
[58] valid_0's poisson: -102.827 valid_0's quantile: 3.30626
[59] valid_0's poisson: -102.798 valid_0's quantile: 3.30122
[60] valid_0's poisson: -102.816 valid_0's quantile: 3.29895
[61] valid_0's poisson: -102.893 valid_0's quantile: 3.29003
[62] valid_0's poisson: -102.936 valid_0's quantile: 3.28348
[63] valid_0's poisson: -102.936 valid_0's quantile: 3.27103
[64] valid_0's poisson: -102.972 valid_0's quantile: 3.26639
[65] valid_0's poisson: -102.979 valid_0's quantile: 3.25518
[66] valid_0's poisson: -103.034 valid_0's quantile: 3.24729
[67] valid_0's poisson: -103.057 valid_0's quantile: 3.22614
[68] valid_0's poisson: -103.124 valid_0's quantile: 3.22057
[69] valid_0's poisson: -103.12 valid_0's quantile: 3.208
[70] valid_0's poisson: -103.125 valid_0's quantile: 3.20572
[71] valid_0's poisson: -103.132 valid_0's quantile: 3.20588
[72] valid_0's poisson: -103.149 valid_0's quantile: 3.19712
[73] valid_0's poisson: -103.157 valid_0's quantile: 3.19528
[74] valid_0's poisson: -103.149 valid_0's quantile: 3.19568
[75] valid_0's poisson: -103.148 valid_0's quantile: 3.19046
[76] valid_0's poisson: -103.18 valid_0's quantile: 3.18608
[77] valid_0's poisson: -103.155 valid_0's quantile: 3.17647
[78] valid_0's poisson: -103.159 valid_0's quantile: 3.17609
[79] valid_0's poisson: -103.166 valid_0's quantile: 3.17632
[80] valid_0's poisson: -103.216 valid_0's quantile: 3.17396
[81] valid_0's poisson: -103.219 valid_0's quantile: 3.17043
[82] valid_0's poisson: -103.22 valid_0's quantile: 3.17087
[83] valid_0's poisson: -103.271 valid_0's quantile: 3.15768
[84] valid_0's poisson: -103.28 valid_0's quantile: 3.15741
[85] valid_0's poisson: -103.298 valid_0's quantile: 3.1558
[86] valid_0's poisson: -103.321 valid_0's quantile: 3.15102
[87] valid_0's poisson: -103.325 valid_0's quantile: 3.1498
[88] valid_0's poisson: -103.344 valid_0's quantile: 3.14666
[89] valid_0's poisson: -103.362 valid_0's quantile: 3.14375
[90] valid_0's poisson: -103.402 valid_0's quantile: 3.14088
[91] valid_0's poisson: -103.412 valid_0's quantile: 3.14123
[92] valid_0's poisson: -103.441 valid_0's quantile: 3.13778
[93] valid_0's poisson: -103.449 valid_0's quantile: 3.1356
[94] valid_0's poisson: -103.432 valid_0's quantile: 3.13835
[95] valid_0's poisson: -103.431 valid_0's quantile: 3.13891
[96] valid_0's poisson: -103.435 valid_0's quantile: 3.13898
[97] valid_0's poisson: -103.43 valid_0's quantile: 3.13894
[98] valid_0's poisson: -103.439 valid_0's quantile: 3.1389
[99] valid_0's poisson: -103.441 valid_0's quantile: 3.138
[100] valid_0's poisson: -103.452 valid_0's quantile: 3.13917
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -69.4357 valid_0's quantile: 9.59324
[2] valid_0's poisson: -74.6681 valid_0's quantile: 8.22348
[3] valid_0's poisson: -79.8782 valid_0's quantile: 6.99766
[4] valid_0's poisson: -84.4701 valid_0's quantile: 6.16077
[5] valid_0's poisson: -88.0589 valid_0's quantile: 5.59397
[6] valid_0's poisson: -90.8723 valid_0's quantile: 5.18195
[7] valid_0's poisson: -92.8033 valid_0's quantile: 4.85274
[8] valid_0's poisson: -94.4798 valid_0's quantile: 4.62096
[9] valid_0's poisson: -95.7491 valid_0's quantile: 4.41039
[10] valid_0's poisson: -96.8634 valid_0's quantile: 4.27156
[11] valid_0's poisson: -97.6858 valid_0's quantile: 4.11923
[12] valid_0's poisson: -98.3626 valid_0's quantile: 4.03563
[13] valid_0's poisson: -98.9234 valid_0's quantile: 3.9689
[14] valid_0's poisson: -99.504 valid_0's quantile: 3.81583
[15] valid_0's poisson: -99.8323 valid_0's quantile: 3.78201
[16] valid_0's poisson: -100.216 valid_0's quantile: 3.69953
[17] valid_0's poisson: -100.404 valid_0's quantile: 3.68121
[18] valid_0's poisson: -100.629 valid_0's quantile: 3.65411
[19] valid_0's poisson: -100.725 valid_0's quantile: 3.6448
[20] valid_0's poisson: -101.01 valid_0's quantile: 3.60008
[21] valid_0's poisson: -101.101 valid_0's quantile: 3.5838
[22] valid_0's poisson: -101.235 valid_0's quantile: 3.56921
[23] valid_0's poisson: -101.31 valid_0's quantile: 3.5591
[24] valid_0's poisson: -101.396 valid_0's quantile: 3.54929
[25] valid_0's poisson: -101.411 valid_0's quantile: 3.54613
[26] valid_0's poisson: -101.448 valid_0's quantile: 3.53005
[27] valid_0's poisson: -101.484 valid_0's quantile: 3.52451
[28] valid_0's poisson: -101.59 valid_0's quantile: 3.50552
[29] valid_0's poisson: -101.662 valid_0's quantile: 3.48889
[30] valid_0's poisson: -101.774 valid_0's quantile: 3.4803
[31] valid_0's poisson: -101.866 valid_0's quantile: 3.4422
[32] valid_0's poisson: -101.893 valid_0's quantile: 3.43887
[33] valid_0's poisson: -101.964 valid_0's quantile: 3.42675
[34] valid_0's poisson: -102.08 valid_0's quantile: 3.41017
[35] valid_0's poisson: -102.079 valid_0's quantile: 3.403
[36] valid_0's poisson: -102.123 valid_0's quantile: 3.39294
[37] valid_0's poisson: -102.082 valid_0's quantile: 3.38631
[38] valid_0's poisson: -102.214 valid_0's quantile: 3.37121
[39] valid_0's poisson: -102.271 valid_0's quantile: 3.35833
[40] valid_0's poisson: -102.314 valid_0's quantile: 3.35557
[41] valid_0's poisson: -102.336 valid_0's quantile: 3.35323
[42] valid_0's poisson: -102.376 valid_0's quantile: 3.34145
[43] valid_0's poisson: -102.474 valid_0's quantile: 3.32466
[44] valid_0's poisson: -102.515 valid_0's quantile: 3.32007
[45] valid_0's poisson: -102.514 valid_0's quantile: 3.31837
[46] valid_0's poisson: -102.526 valid_0's quantile: 3.31723
[47] valid_0's poisson: -102.57 valid_0's quantile: 3.31123
[48] valid_0's poisson: -102.586 valid_0's quantile: 3.30401
[49] valid_0's poisson: -102.656 valid_0's quantile: 3.27521
[50] valid_0's poisson: -102.629 valid_0's quantile: 3.27216
[51] valid_0's poisson: -102.668 valid_0's quantile: 3.26577
[52] valid_0's poisson: -102.714 valid_0's quantile: 3.24251
[53] valid_0's poisson: -102.75 valid_0's quantile: 3.23675
[54] valid_0's poisson: -102.82 valid_0's quantile: 3.22921
[55] valid_0's poisson: -102.854 valid_0's quantile: 3.22382
[56] valid_0's poisson: -102.907 valid_0's quantile: 3.21636
[57] valid_0's poisson: -102.923 valid_0's quantile: 3.19987
[58] valid_0's poisson: -102.934 valid_0's quantile: 3.1954
[59] valid_0's poisson: -102.94 valid_0's quantile: 3.19499
[60] valid_0's poisson: -102.979 valid_0's quantile: 3.18803
[61] valid_0's poisson: -102.989 valid_0's quantile: 3.18589
[62] valid_0's poisson: -102.996 valid_0's quantile: 3.18339
[63] valid_0's poisson: -103.008 valid_0's quantile: 3.18258
[64] valid_0's poisson: -103.016 valid_0's quantile: 3.18128
[65] valid_0's poisson: -102.991 valid_0's quantile: 3.17447
[66] valid_0's poisson: -103.003 valid_0's quantile: 3.17143
[67] valid_0's poisson: -103.022 valid_0's quantile: 3.16768
[68] valid_0's poisson: -103.028 valid_0's quantile: 3.16519
[69] valid_0's poisson: -103.02 valid_0's quantile: 3.16386
[70] valid_0's poisson: -103.043 valid_0's quantile: 3.15962
[71] valid_0's poisson: -103.049 valid_0's quantile: 3.15795
[72] valid_0's poisson: -103.085 valid_0's quantile: 3.15512
[73] valid_0's poisson: -103.075 valid_0's quantile: 3.15373
[74] valid_0's poisson: -103.098 valid_0's quantile: 3.15031
[75] valid_0's poisson: -103.13 valid_0's quantile: 3.14456
[76] valid_0's poisson: -103.14 valid_0's quantile: 3.14022
[77] valid_0's poisson: -103.163 valid_0's quantile: 3.13029
[78] valid_0's poisson: -103.192 valid_0's quantile: 3.12751
[79] valid_0's poisson: -103.185 valid_0's quantile: 3.12327
[80] valid_0's poisson: -103.182 valid_0's quantile: 3.12264
[81] valid_0's poisson: -103.194 valid_0's quantile: 3.12166
[82] valid_0's poisson: -103.138 valid_0's quantile: 3.12079
[83] valid_0's poisson: -103.154 valid_0's quantile: 3.11861
[84] valid_0's poisson: -103.138 valid_0's quantile: 3.11731
[85] valid_0's poisson: -103.164 valid_0's quantile: 3.11225
[86] valid_0's poisson: -103.154 valid_0's quantile: 3.11228
[87] valid_0's poisson: -103.157 valid_0's quantile: 3.11162
[88] valid_0's poisson: -103.225 valid_0's quantile: 3.10534
[89] valid_0's poisson: -103.177 valid_0's quantile: 3.10551
[90] valid_0's poisson: -103.196 valid_0's quantile: 3.10449
[91] valid_0's poisson: -103.184 valid_0's quantile: 3.10493
[92] valid_0's poisson: -103.221 valid_0's quantile: 3.1043
[93] valid_0's poisson: -103.235 valid_0's quantile: 3.10256
[94] valid_0's poisson: -103.224 valid_0's quantile: 3.10206
[95] valid_0's poisson: -103.229 valid_0's quantile: 3.10149
[96] valid_0's poisson: -103.272 valid_0's quantile: 3.09267
[97] valid_0's poisson: -103.32 valid_0's quantile: 3.08894
[98] valid_0's poisson: -103.3 valid_0's quantile: 3.08163
[99] valid_0's poisson: -103.347 valid_0's quantile: 3.07938
[100] valid_0's poisson: -103.384 valid_0's quantile: 3.07424
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -70.0377 valid_0's quantile: 9.60718
[2] valid_0's poisson: -75.311 valid_0's quantile: 8.21863
[3] valid_0's poisson: -80.4834 valid_0's quantile: 6.96859
[4] valid_0's poisson: -85.1192 valid_0's quantile: 6.20607
[5] valid_0's poisson: -88.2006 valid_0's quantile: 5.59247
[6] valid_0's poisson: -91.0721 valid_0's quantile: 5.09577
[7] valid_0's poisson: -93.3265 valid_0's quantile: 4.76712
[8] valid_0's poisson: -95.035 valid_0's quantile: 4.53579
[9] valid_0's poisson: -96.2271 valid_0's quantile: 4.32576
[10] valid_0's poisson: -97.1582 valid_0's quantile: 4.18479
[11] valid_0's poisson: -97.8729 valid_0's quantile: 4.04948
[12] valid_0's poisson: -98.5947 valid_0's quantile: 3.94983
[13] valid_0's poisson: -99.1514 valid_0's quantile: 3.87346
[14] valid_0's poisson: -99.5151 valid_0's quantile: 3.82634
[15] valid_0's poisson: -100.184 valid_0's quantile: 3.74969
[16] valid_0's poisson: -100.515 valid_0's quantile: 3.70618
[17] valid_0's poisson: -100.722 valid_0's quantile: 3.68489
[18] valid_0's poisson: -100.864 valid_0's quantile: 3.66751
[19] valid_0's poisson: -101.067 valid_0's quantile: 3.63796
[20] valid_0's poisson: -101.211 valid_0's quantile: 3.60424
[21] valid_0's poisson: -101.356 valid_0's quantile: 3.58936
[22] valid_0's poisson: -101.617 valid_0's quantile: 3.55831
[23] valid_0's poisson: -101.669 valid_0's quantile: 3.54846
[24] valid_0's poisson: -101.701 valid_0's quantile: 3.53816
[25] valid_0's poisson: -101.793 valid_0's quantile: 3.52559
[26] valid_0's poisson: -101.822 valid_0's quantile: 3.51971
[27] valid_0's poisson: -101.917 valid_0's quantile: 3.5062
[28] valid_0's poisson: -101.934 valid_0's quantile: 3.50322
[29] valid_0's poisson: -101.968 valid_0's quantile: 3.49754
[30] valid_0's poisson: -101.981 valid_0's quantile: 3.49532
[31] valid_0's poisson: -101.963 valid_0's quantile: 3.4843
[32] valid_0's poisson: -101.968 valid_0's quantile: 3.47876
[33] valid_0's poisson: -101.987 valid_0's quantile: 3.4729
[34] valid_0's poisson: -102.085 valid_0's quantile: 3.45146
[35] valid_0's poisson: -102.12 valid_0's quantile: 3.43814
[36] valid_0's poisson: -102.156 valid_0's quantile: 3.43339
[37] valid_0's poisson: -102.182 valid_0's quantile: 3.42826
[38] valid_0's poisson: -102.29 valid_0's quantile: 3.41527
[39] valid_0's poisson: -102.299 valid_0's quantile: 3.40483
[40] valid_0's poisson: -102.361 valid_0's quantile: 3.39365
[41] valid_0's poisson: -102.359 valid_0's quantile: 3.38828
[42] valid_0's poisson: -102.426 valid_0's quantile: 3.37826
[43] valid_0's poisson: -102.435 valid_0's quantile: 3.36885
[44] valid_0's poisson: -102.441 valid_0's quantile: 3.36727
[45] valid_0's poisson: -102.547 valid_0's quantile: 3.3542
[46] valid_0's poisson: -102.594 valid_0's quantile: 3.34685
[47] valid_0's poisson: -102.618 valid_0's quantile: 3.34354
[48] valid_0's poisson: -102.663 valid_0's quantile: 3.33477
[49] valid_0's poisson: -102.66 valid_0's quantile: 3.33135
[50] valid_0's poisson: -102.682 valid_0's quantile: 3.3307
[51] valid_0's poisson: -102.685 valid_0's quantile: 3.33093
[52] valid_0's poisson: -102.664 valid_0's quantile: 3.33398
[53] valid_0's poisson: -102.696 valid_0's quantile: 3.32851
[54] valid_0's poisson: -102.684 valid_0's quantile: 3.33007
[55] valid_0's poisson: -102.672 valid_0's quantile: 3.32922
[56] valid_0's poisson: -102.731 valid_0's quantile: 3.3163
[57] valid_0's poisson: -102.756 valid_0's quantile: 3.31288
[58] valid_0's poisson: -102.782 valid_0's quantile: 3.30935
[59] valid_0's poisson: -102.788 valid_0's quantile: 3.30901
[60] valid_0's poisson: -102.799 valid_0's quantile: 3.30515
[61] valid_0's poisson: -102.821 valid_0's quantile: 3.30293
[62] valid_0's poisson: -102.838 valid_0's quantile: 3.29832
[63] valid_0's poisson: -102.811 valid_0's quantile: 3.29185
[64] valid_0's poisson: -102.832 valid_0's quantile: 3.29098
[65] valid_0's poisson: -102.827 valid_0's quantile: 3.28173
[66] valid_0's poisson: -102.812 valid_0's quantile: 3.28183
[67] valid_0's poisson: -102.85 valid_0's quantile: 3.2698
[68] valid_0's poisson: -102.814 valid_0's quantile: 3.25486
[69] valid_0's poisson: -102.818 valid_0's quantile: 3.24708
[70] valid_0's poisson: -102.821 valid_0's quantile: 3.24625
[71] valid_0's poisson: -102.913 valid_0's quantile: 3.23997
[72] valid_0's poisson: -102.907 valid_0's quantile: 3.23961
[73] valid_0's poisson: -102.905 valid_0's quantile: 3.23902
[74] valid_0's poisson: -102.885 valid_0's quantile: 3.23759
[75] valid_0's poisson: -102.895 valid_0's quantile: 3.23725
[76] valid_0's poisson: -102.914 valid_0's quantile: 3.23082
[77] valid_0's poisson: -102.943 valid_0's quantile: 3.22736
[78] valid_0's poisson: -102.975 valid_0's quantile: 3.21462
[79] valid_0's poisson: -102.959 valid_0's quantile: 3.21437
[80] valid_0's poisson: -102.955 valid_0's quantile: 3.21171
[81] valid_0's poisson: -102.986 valid_0's quantile: 3.20838
[82] valid_0's poisson: -103.032 valid_0's quantile: 3.20156
[83] valid_0's poisson: -103.05 valid_0's quantile: 3.19976
[84] valid_0's poisson: -103.055 valid_0's quantile: 3.19791
[85] valid_0's poisson: -103.087 valid_0's quantile: 3.18649
[86] valid_0's poisson: -103.084 valid_0's quantile: 3.1845
[87] valid_0's poisson: -103.092 valid_0's quantile: 3.18366
[88] valid_0's poisson: -103.1 valid_0's quantile: 3.18353
[89] valid_0's poisson: -103.078 valid_0's quantile: 3.18067
[90] valid_0's poisson: -103.171 valid_0's quantile: 3.17448
[91] valid_0's poisson: -103.152 valid_0's quantile: 3.17323
[92] valid_0's poisson: -103.126 valid_0's quantile: 3.17339
[93] valid_0's poisson: -103.153 valid_0's quantile: 3.17034
[94] valid_0's poisson: -103.187 valid_0's quantile: 3.17125
[95] valid_0's poisson: -103.168 valid_0's quantile: 3.16915
[96] valid_0's poisson: -103.22 valid_0's quantile: 3.16697
[97] valid_0's poisson: -103.23 valid_0's quantile: 3.16642
[98] valid_0's poisson: -103.253 valid_0's quantile: 3.16138
[99] valid_0's poisson: -103.252 valid_0's quantile: 3.16024
[100] valid_0's poisson: -103.278 valid_0's quantile: 3.15358
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -68.8076 valid_0's quantile: 9.65691
[2] valid_0's poisson: -75.0324 valid_0's quantile: 8.08804
[3] valid_0's poisson: -79.9157 valid_0's quantile: 6.95263
[4] valid_0's poisson: -84.4726 valid_0's quantile: 6.20015
[5] valid_0's poisson: -87.6235 valid_0's quantile: 5.63657
[6] valid_0's poisson: -90.2174 valid_0's quantile: 5.21674
[7] valid_0's poisson: -92.4467 valid_0's quantile: 4.91551
[8] valid_0's poisson: -93.9571 valid_0's quantile: 4.65254
[9] valid_0's poisson: -95.1931 valid_0's quantile: 4.44947
[10] valid_0's poisson: -96.2147 valid_0's quantile: 4.31537
[11] valid_0's poisson: -97.2494 valid_0's quantile: 4.18045
[12] valid_0's poisson: -97.9283 valid_0's quantile: 4.06073
[13] valid_0's poisson: -98.6301 valid_0's quantile: 3.96853
[14] valid_0's poisson: -99.096 valid_0's quantile: 3.90853
[15] valid_0's poisson: -99.4701 valid_0's quantile: 3.86607
[16] valid_0's poisson: -100.07 valid_0's quantile: 3.74588
[17] valid_0's poisson: -100.342 valid_0's quantile: 3.71538
[18] valid_0's poisson: -100.61 valid_0's quantile: 3.68552
[19] valid_0's poisson: -100.722 valid_0's quantile: 3.66095
[20] valid_0's poisson: -100.827 valid_0's quantile: 3.64734
[21] valid_0's poisson: -101.083 valid_0's quantile: 3.60147
[22] valid_0's poisson: -101.209 valid_0's quantile: 3.58466
[23] valid_0's poisson: -101.268 valid_0's quantile: 3.56928
[24] valid_0's poisson: -101.415 valid_0's quantile: 3.55559
[25] valid_0's poisson: -101.457 valid_0's quantile: 3.54383
[26] valid_0's poisson: -101.526 valid_0's quantile: 3.5387
[27] valid_0's poisson: -101.587 valid_0's quantile: 3.52413
[28] valid_0's poisson: -101.664 valid_0's quantile: 3.50852
[29] valid_0's poisson: -101.736 valid_0's quantile: 3.50137
[30] valid_0's poisson: -101.751 valid_0's quantile: 3.49764
[31] valid_0's poisson: -101.823 valid_0's quantile: 3.48915
[32] valid_0's poisson: -101.862 valid_0's quantile: 3.48002
[33] valid_0's poisson: -101.906 valid_0's quantile: 3.47096
[34] valid_0's poisson: -101.948 valid_0's quantile: 3.46499
[35] valid_0's poisson: -101.969 valid_0's quantile: 3.46308
[36] valid_0's poisson: -102.041 valid_0's quantile: 3.45699
[37] valid_0's poisson: -102.063 valid_0's quantile: 3.45409
[38] valid_0's poisson: -102.128 valid_0's quantile: 3.44835
[39] valid_0's poisson: -102.135 valid_0's quantile: 3.44383
[40] valid_0's poisson: -102.225 valid_0's quantile: 3.4324
[41] valid_0's poisson: -102.262 valid_0's quantile: 3.42723
[42] valid_0's poisson: -102.274 valid_0's quantile: 3.40025
[43] valid_0's poisson: -102.199 valid_0's quantile: 3.3968
[44] valid_0's poisson: -102.246 valid_0's quantile: 3.39388
[45] valid_0's poisson: -102.26 valid_0's quantile: 3.39245
[46] valid_0's poisson: -102.329 valid_0's quantile: 3.3855
[47] valid_0's poisson: -102.357 valid_0's quantile: 3.37698
[48] valid_0's poisson: -102.406 valid_0's quantile: 3.37001
[49] valid_0's poisson: -102.427 valid_0's quantile: 3.36499
[50] valid_0's poisson: -102.523 valid_0's quantile: 3.35438
[51] valid_0's poisson: -102.579 valid_0's quantile: 3.34652
[52] valid_0's poisson: -102.622 valid_0's quantile: 3.33778
[53] valid_0's poisson: -102.573 valid_0's quantile: 3.33605
[54] valid_0's poisson: -102.65 valid_0's quantile: 3.33446
[55] valid_0's poisson: -102.667 valid_0's quantile: 3.33054
[56] valid_0's poisson: -102.837 valid_0's quantile: 3.29593
[57] valid_0's poisson: -102.943 valid_0's quantile: 3.27246
[58] valid_0's poisson: -103.027 valid_0's quantile: 3.26391
[59] valid_0's poisson: -103.059 valid_0's quantile: 3.26201
[60] valid_0's poisson: -103.132 valid_0's quantile: 3.24754
[61] valid_0's poisson: -103.136 valid_0's quantile: 3.22701
[62] valid_0's poisson: -103.191 valid_0's quantile: 3.22152
[63] valid_0's poisson: -103.243 valid_0's quantile: 3.21727
[64] valid_0's poisson: -103.261 valid_0's quantile: 3.21527
[65] valid_0's poisson: -103.228 valid_0's quantile: 3.21316
[66] valid_0's poisson: -103.238 valid_0's quantile: 3.21077
[67] valid_0's poisson: -103.242 valid_0's quantile: 3.20979
[68] valid_0's poisson: -103.274 valid_0's quantile: 3.20576
[69] valid_0's poisson: -103.263 valid_0's quantile: 3.20528
[70] valid_0's poisson: -103.249 valid_0's quantile: 3.20462
[71] valid_0's poisson: -103.306 valid_0's quantile: 3.19473
[72] valid_0's poisson: -103.307 valid_0's quantile: 3.19276
[73] valid_0's poisson: -103.332 valid_0's quantile: 3.18774
[74] valid_0's poisson: -103.341 valid_0's quantile: 3.18418
[75] valid_0's poisson: -103.351 valid_0's quantile: 3.18247
[76] valid_0's poisson: -103.374 valid_0's quantile: 3.1781
[77] valid_0's poisson: -103.392 valid_0's quantile: 3.17736
[78] valid_0's poisson: -103.387 valid_0's quantile: 3.17654
[79] valid_0's poisson: -103.396 valid_0's quantile: 3.17413
[80] valid_0's poisson: -103.41 valid_0's quantile: 3.16998
[81] valid_0's poisson: -103.421 valid_0's quantile: 3.16899
[82] valid_0's poisson: -103.43 valid_0's quantile: 3.168
[83] valid_0's poisson: -103.422 valid_0's quantile: 3.16796
[84] valid_0's poisson: -103.43 valid_0's quantile: 3.16023
[85] valid_0's poisson: -103.458 valid_0's quantile: 3.15477
[86] valid_0's poisson: -103.463 valid_0's quantile: 3.15347
[87] valid_0's poisson: -103.491 valid_0's quantile: 3.14947
[88] valid_0's poisson: -103.492 valid_0's quantile: 3.148
[89] valid_0's poisson: -103.503 valid_0's quantile: 3.14479
[90] valid_0's poisson: -103.517 valid_0's quantile: 3.14142
[91] valid_0's poisson: -103.527 valid_0's quantile: 3.13766
[92] valid_0's poisson: -103.54 valid_0's quantile: 3.13575
[93] valid_0's poisson: -103.55 valid_0's quantile: 3.1348
[94] valid_0's poisson: -103.553 valid_0's quantile: 3.13155
[95] valid_0's poisson: -103.559 valid_0's quantile: 3.13151
[96] valid_0's poisson: -103.571 valid_0's quantile: 3.13119
[97] valid_0's poisson: -103.571 valid_0's quantile: 3.13142
[98] valid_0's poisson: -103.546 valid_0's quantile: 3.13087
[99] valid_0's poisson: -103.566 valid_0's quantile: 3.13066
[100] valid_0's poisson: -103.581 valid_0's quantile: 3.12997
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -89.6696 valid_0's quantile: 5.60982
[2] valid_0's poisson: -94.0652 valid_0's quantile: 4.79874
[3] valid_0's poisson: -96.9189 valid_0's quantile: 4.27236
[4] valid_0's poisson: -97.4399 valid_0's quantile: 4.06996
[5] valid_0's poisson: -98.0754 valid_0's quantile: 3.9495
[6] valid_0's poisson: -98.4236 valid_0's quantile: 3.91024
[7] valid_0's poisson: -98.4819 valid_0's quantile: 3.89043
[8] valid_0's poisson: -98.6402 valid_0's quantile: 3.83498
[9] valid_0's poisson: -98.6306 valid_0's quantile: 3.84727
[10] valid_0's poisson: -99.2366 valid_0's quantile: 3.71557
[11] valid_0's poisson: -99.2276 valid_0's quantile: 3.70615
[12] valid_0's poisson: -99.7583 valid_0's quantile: 3.62332
[13] valid_0's poisson: -100.644 valid_0's quantile: 3.53793
[14] valid_0's poisson: -100.867 valid_0's quantile: 3.51584
[15] valid_0's poisson: -100.815 valid_0's quantile: 3.50463
[16] valid_0's poisson: -101.006 valid_0's quantile: 3.51015
[17] valid_0's poisson: -101.002 valid_0's quantile: 3.48537
[18] valid_0's poisson: -101.055 valid_0's quantile: 3.48905
[19] valid_0's poisson: -101.022 valid_0's quantile: 3.47466
[20] valid_0's poisson: -101.136 valid_0's quantile: 3.44727
[21] valid_0's poisson: -101.14 valid_0's quantile: 3.45087
[22] valid_0's poisson: -101.265 valid_0's quantile: 3.44647
[23] valid_0's poisson: -101.248 valid_0's quantile: 3.4305
[24] valid_0's poisson: -101.325 valid_0's quantile: 3.41168
[25] valid_0's poisson: -101.181 valid_0's quantile: 3.41357
[26] valid_0's poisson: -101.138 valid_0's quantile: 3.41791
[27] valid_0's poisson: -101.141 valid_0's quantile: 3.42325
[28] valid_0's poisson: -101.273 valid_0's quantile: 3.42001
[29] valid_0's poisson: -101.201 valid_0's quantile: 3.41792
[30] valid_0's poisson: -101.455 valid_0's quantile: 3.41654
[31] valid_0's poisson: -101.372 valid_0's quantile: 3.39428
[32] valid_0's poisson: -101.334 valid_0's quantile: 3.39416
[33] valid_0's poisson: -101.468 valid_0's quantile: 3.38641
[34] valid_0's poisson: -101.46 valid_0's quantile: 3.37685
[35] valid_0's poisson: -101.456 valid_0's quantile: 3.35735
[36] valid_0's poisson: -101.597 valid_0's quantile: 3.35204
[37] valid_0's poisson: -101.896 valid_0's quantile: 3.32367
[38] valid_0's poisson: -101.894 valid_0's quantile: 3.31834
[39] valid_0's poisson: -101.923 valid_0's quantile: 3.31318
[40] valid_0's poisson: -101.881 valid_0's quantile: 3.29406
[41] valid_0's poisson: -101.844 valid_0's quantile: 3.30034
[42] valid_0's poisson: -101.884 valid_0's quantile: 3.31007
[43] valid_0's poisson: -101.907 valid_0's quantile: 3.3114
[44] valid_0's poisson: -101.923 valid_0's quantile: 3.3049
[45] valid_0's poisson: -101.989 valid_0's quantile: 3.30076
[46] valid_0's poisson: -101.947 valid_0's quantile: 3.30397
[47] valid_0's poisson: -101.991 valid_0's quantile: 3.3036
[48] valid_0's poisson: -101.944 valid_0's quantile: 3.30277
[49] valid_0's poisson: -102.001 valid_0's quantile: 3.3051
[50] valid_0's poisson: -101.97 valid_0's quantile: 3.29896
[51] valid_0's poisson: -102.021 valid_0's quantile: 3.29782
[52] valid_0's poisson: -102.049 valid_0's quantile: 3.28763
[53] valid_0's poisson: -102.037 valid_0's quantile: 3.28516
[54] valid_0's poisson: -102.065 valid_0's quantile: 3.28327
[55] valid_0's poisson: -102.077 valid_0's quantile: 3.28652
[56] valid_0's poisson: -102.094 valid_0's quantile: 3.28771
[57] valid_0's poisson: -102.116 valid_0's quantile: 3.27904
[58] valid_0's poisson: -102.142 valid_0's quantile: 3.27223
[59] valid_0's poisson: -102.208 valid_0's quantile: 3.27131
[60] valid_0's poisson: -102.108 valid_0's quantile: 3.26998
[61] valid_0's poisson: -102.223 valid_0's quantile: 3.26649
[62] valid_0's poisson: -102.241 valid_0's quantile: 3.25777
[63] valid_0's poisson: -102.262 valid_0's quantile: 3.26051
[64] valid_0's poisson: -102.233 valid_0's quantile: 3.25992
[65] valid_0's poisson: -102.226 valid_0's quantile: 3.25339
[66] valid_0's poisson: -102.257 valid_0's quantile: 3.25663
[67] valid_0's poisson: -102.295 valid_0's quantile: 3.25938
[68] valid_0's poisson: -102.297 valid_0's quantile: 3.26335
[69] valid_0's poisson: -102.297 valid_0's quantile: 3.26947
[70] valid_0's poisson: -102.324 valid_0's quantile: 3.26558
[71] valid_0's poisson: -102.336 valid_0's quantile: 3.26854
[72] valid_0's poisson: -102.35 valid_0's quantile: 3.26751
[73] valid_0's poisson: -102.327 valid_0's quantile: 3.25859
[74] valid_0's poisson: -102.334 valid_0's quantile: 3.2535
[75] valid_0's poisson: -102.335 valid_0's quantile: 3.24832
[76] valid_0's poisson: -102.287 valid_0's quantile: 3.24636
[77] valid_0's poisson: -102.331 valid_0's quantile: 3.24696
[78] valid_0's poisson: -102.329 valid_0's quantile: 3.24434
[79] valid_0's poisson: -102.36 valid_0's quantile: 3.24439
[80] valid_0's poisson: -102.482 valid_0's quantile: 3.23901
[81] valid_0's poisson: -102.461 valid_0's quantile: 3.22744
[82] valid_0's poisson: -102.478 valid_0's quantile: 3.22582
[83] valid_0's poisson: -102.473 valid_0's quantile: 3.23903
[84] valid_0's poisson: -102.484 valid_0's quantile: 3.23622
[85] valid_0's poisson: -102.498 valid_0's quantile: 3.23922
[86] valid_0's poisson: -102.573 valid_0's quantile: 3.23897
[87] valid_0's poisson: -102.609 valid_0's quantile: 3.23357
[88] valid_0's poisson: -102.576 valid_0's quantile: 3.23402
[89] valid_0's poisson: -102.595 valid_0's quantile: 3.23265
[90] valid_0's poisson: -102.552 valid_0's quantile: 3.23308
[91] valid_0's poisson: -102.553 valid_0's quantile: 3.23368
[92] valid_0's poisson: -102.56 valid_0's quantile: 3.22972
[93] valid_0's poisson: -102.553 valid_0's quantile: 3.22344
[94] valid_0's poisson: -102.579 valid_0's quantile: 3.22436
[95] valid_0's poisson: -102.595 valid_0's quantile: 3.22341
[96] valid_0's poisson: -102.581 valid_0's quantile: 3.22449
[97] valid_0's poisson: -102.581 valid_0's quantile: 3.22584
[98] valid_0's poisson: -102.592 valid_0's quantile: 3.2316
[99] valid_0's poisson: -102.578 valid_0's quantile: 3.23197
[100] valid_0's poisson: -102.585 valid_0's quantile: 3.23094
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -91.1566 valid_0's quantile: 5.50051
[2] valid_0's poisson: -94.8082 valid_0's quantile: 4.66081
[3] valid_0's poisson: -97.0152 valid_0's quantile: 4.28336
[4] valid_0's poisson: -97.3934 valid_0's quantile: 4.14023
[5] valid_0's poisson: -97.1904 valid_0's quantile: 4.05238
[6] valid_0's poisson: -97.1087 valid_0's quantile: 4.00315
[7] valid_0's poisson: -97.8654 valid_0's quantile: 3.95511
[8] valid_0's poisson: -98.0786 valid_0's quantile: 3.92894
[9] valid_0's poisson: -98.7632 valid_0's quantile: 3.8558
[10] valid_0's poisson: -98.7928 valid_0's quantile: 3.85387
[11] valid_0's poisson: -98.6522 valid_0's quantile: 3.82995
[12] valid_0's poisson: -98.8611 valid_0's quantile: 3.82001
[13] valid_0's poisson: -98.9414 valid_0's quantile: 3.79375
[14] valid_0's poisson: -99.12 valid_0's quantile: 3.74782
[15] valid_0's poisson: -99.6747 valid_0's quantile: 3.74646
[16] valid_0's poisson: -99.5938 valid_0's quantile: 3.72186
[17] valid_0's poisson: -99.8751 valid_0's quantile: 3.70172
[18] valid_0's poisson: -100.074 valid_0's quantile: 3.69132
[19] valid_0's poisson: -100.179 valid_0's quantile: 3.65494
[20] valid_0's poisson: -100.322 valid_0's quantile: 3.64531
[21] valid_0's poisson: -100.439 valid_0's quantile: 3.63422
[22] valid_0's poisson: -100.519 valid_0's quantile: 3.62133
[23] valid_0's poisson: -100.537 valid_0's quantile: 3.61861
[24] valid_0's poisson: -100.434 valid_0's quantile: 3.60988
[25] valid_0's poisson: -100.622 valid_0's quantile: 3.5922
[26] valid_0's poisson: -100.479 valid_0's quantile: 3.57881
[27] valid_0's poisson: -100.598 valid_0's quantile: 3.55356
[28] valid_0's poisson: -100.578 valid_0's quantile: 3.5506
[29] valid_0's poisson: -100.742 valid_0's quantile: 3.54908
[30] valid_0's poisson: -100.677 valid_0's quantile: 3.55849
[31] valid_0's poisson: -100.755 valid_0's quantile: 3.55852
[32] valid_0's poisson: -101.085 valid_0's quantile: 3.52449
[33] valid_0's poisson: -101.044 valid_0's quantile: 3.45982
[34] valid_0's poisson: -101.008 valid_0's quantile: 3.46239
[35] valid_0's poisson: -101.105 valid_0's quantile: 3.45416
[36] valid_0's poisson: -101.224 valid_0's quantile: 3.44864
[37] valid_0's poisson: -101.166 valid_0's quantile: 3.45163
[38] valid_0's poisson: -101.207 valid_0's quantile: 3.45963
[39] valid_0's poisson: -101.361 valid_0's quantile: 3.47054
[40] valid_0's poisson: -101.383 valid_0's quantile: 3.47347
[41] valid_0's poisson: -101.371 valid_0's quantile: 3.47376
[42] valid_0's poisson: -101.311 valid_0's quantile: 3.47088
[43] valid_0's poisson: -101.337 valid_0's quantile: 3.46047
[44] valid_0's poisson: -101.377 valid_0's quantile: 3.45839
[45] valid_0's poisson: -101.392 valid_0's quantile: 3.45465
[46] valid_0's poisson: -101.499 valid_0's quantile: 3.45703
[47] valid_0's poisson: -101.437 valid_0's quantile: 3.45566
[48] valid_0's poisson: -101.518 valid_0's quantile: 3.44992
[49] valid_0's poisson: -101.561 valid_0's quantile: 3.43718
[50] valid_0's poisson: -101.425 valid_0's quantile: 3.44413
[51] valid_0's poisson: -101.502 valid_0's quantile: 3.44207
[52] valid_0's poisson: -101.636 valid_0's quantile: 3.44708
[53] valid_0's poisson: -101.616 valid_0's quantile: 3.44688
[54] valid_0's poisson: -101.654 valid_0's quantile: 3.44013
[55] valid_0's poisson: -101.652 valid_0's quantile: 3.4354
[56] valid_0's poisson: -101.68 valid_0's quantile: 3.42545
[57] valid_0's poisson: -101.644 valid_0's quantile: 3.41585
[58] valid_0's poisson: -101.718 valid_0's quantile: 3.41332
[59] valid_0's poisson: -101.651 valid_0's quantile: 3.41223
[60] valid_0's poisson: -101.765 valid_0's quantile: 3.4082
[61] valid_0's poisson: -101.748 valid_0's quantile: 3.40178
[62] valid_0's poisson: -101.736 valid_0's quantile: 3.40291
[63] valid_0's poisson: -101.8 valid_0's quantile: 3.40498
[64] valid_0's poisson: -101.832 valid_0's quantile: 3.40997
[65] valid_0's poisson: -101.764 valid_0's quantile: 3.40974
[66] valid_0's poisson: -101.778 valid_0's quantile: 3.4106
[67] valid_0's poisson: -101.735 valid_0's quantile: 3.41051
[68] valid_0's poisson: -101.788 valid_0's quantile: 3.41095
[69] valid_0's poisson: -101.904 valid_0's quantile: 3.391
[70] valid_0's poisson: -102.098 valid_0's quantile: 3.37706
[71] valid_0's poisson: -102.209 valid_0's quantile: 3.36095
[72] valid_0's poisson: -102.228 valid_0's quantile: 3.35926
[73] valid_0's poisson: -102.226 valid_0's quantile: 3.35668
[74] valid_0's poisson: -102.197 valid_0's quantile: 3.34989
[75] valid_0's poisson: -102.224 valid_0's quantile: 3.35246
[76] valid_0's poisson: -102.213 valid_0's quantile: 3.34703
[77] valid_0's poisson: -102.128 valid_0's quantile: 3.35315
[78] valid_0's poisson: -102.244 valid_0's quantile: 3.34832
[79] valid_0's poisson: -102.182 valid_0's quantile: 3.34806
[80] valid_0's poisson: -102.11 valid_0's quantile: 3.35455
[81] valid_0's poisson: -102.178 valid_0's quantile: 3.34809
[82] valid_0's poisson: -102.103 valid_0's quantile: 3.34965
[83] valid_0's poisson: -102.234 valid_0's quantile: 3.33897
[84] valid_0's poisson: -102.318 valid_0's quantile: 3.33884
[85] valid_0's poisson: -102.249 valid_0's quantile: 3.33543
[86] valid_0's poisson: -102.278 valid_0's quantile: 3.33257
[87] valid_0's poisson: -102.293 valid_0's quantile: 3.33323
[88] valid_0's poisson: -102.34 valid_0's quantile: 3.31733
[89] valid_0's poisson: -102.282 valid_0's quantile: 3.31923
[90] valid_0's poisson: -102.29 valid_0's quantile: 3.32303
[91] valid_0's poisson: -102.369 valid_0's quantile: 3.31914
[92] valid_0's poisson: -102.354 valid_0's quantile: 3.32284
[93] valid_0's poisson: -102.328 valid_0's quantile: 3.32012
[94] valid_0's poisson: -102.402 valid_0's quantile: 3.31755
[95] valid_0's poisson: -102.431 valid_0's quantile: 3.31217
[96] valid_0's poisson: -102.363 valid_0's quantile: 3.3135
[97] valid_0's poisson: -102.414 valid_0's quantile: 3.30827
[98] valid_0's poisson: -102.404 valid_0's quantile: 3.29925
[99] valid_0's poisson: -102.429 valid_0's quantile: 3.30238
[100] valid_0's poisson: -102.523 valid_0's quantile: 3.30517
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -90.1551 valid_0's quantile: 5.62339
[2] valid_0's poisson: -94.5041 valid_0's quantile: 4.65564
[3] valid_0's poisson: -97.8816 valid_0's quantile: 4.18298
[4] valid_0's poisson: -98.6043 valid_0's quantile: 4.04341
[5] valid_0's poisson: -98.9893 valid_0's quantile: 3.86505
[6] valid_0's poisson: -99.1032 valid_0's quantile: 3.72029
[7] valid_0's poisson: -99.3706 valid_0's quantile: 3.67088
[8] valid_0's poisson: -99.6435 valid_0's quantile: 3.63926
[9] valid_0's poisson: -99.7183 valid_0's quantile: 3.62005
[10] valid_0's poisson: -99.5086 valid_0's quantile: 3.61071
[11] valid_0's poisson: -99.6272 valid_0's quantile: 3.59496
[12] valid_0's poisson: -100.142 valid_0's quantile: 3.5661
[13] valid_0's poisson: -99.9941 valid_0's quantile: 3.57071
[14] valid_0's poisson: -100.105 valid_0's quantile: 3.53582
[15] valid_0's poisson: -100.209 valid_0's quantile: 3.49643
[16] valid_0's poisson: -100.273 valid_0's quantile: 3.49476
[17] valid_0's poisson: -100.295 valid_0's quantile: 3.48525
[18] valid_0's poisson: -100.534 valid_0's quantile: 3.46711
[19] valid_0's poisson: -100.499 valid_0's quantile: 3.46167
[20] valid_0's poisson: -100.514 valid_0's quantile: 3.46453
[21] valid_0's poisson: -100.59 valid_0's quantile: 3.464
[22] valid_0's poisson: -100.613 valid_0's quantile: 3.46192
[23] valid_0's poisson: -100.976 valid_0's quantile: 3.4491
[24] valid_0's poisson: -101.03 valid_0's quantile: 3.43871
[25] valid_0's poisson: -101.009 valid_0's quantile: 3.43777
[26] valid_0's poisson: -101.273 valid_0's quantile: 3.41757
[27] valid_0's poisson: -101.431 valid_0's quantile: 3.40738
[28] valid_0's poisson: -101.431 valid_0's quantile: 3.40419
[29] valid_0's poisson: -101.722 valid_0's quantile: 3.34658
[30] valid_0's poisson: -101.771 valid_0's quantile: 3.3288
[31] valid_0's poisson: -101.888 valid_0's quantile: 3.33204
[32] valid_0's poisson: -101.793 valid_0's quantile: 3.31753
[33] valid_0's poisson: -101.769 valid_0's quantile: 3.31238
[34] valid_0's poisson: -101.856 valid_0's quantile: 3.31043
[35] valid_0's poisson: -101.747 valid_0's quantile: 3.31602
[36] valid_0's poisson: -101.798 valid_0's quantile: 3.29941
[37] valid_0's poisson: -101.958 valid_0's quantile: 3.30904
[38] valid_0's poisson: -102.115 valid_0's quantile: 3.30361
[39] valid_0's poisson: -101.948 valid_0's quantile: 3.28952
[40] valid_0's poisson: -101.93 valid_0's quantile: 3.28608
[41] valid_0's poisson: -101.94 valid_0's quantile: 3.29326
[42] valid_0's poisson: -102.054 valid_0's quantile: 3.29225
[43] valid_0's poisson: -101.928 valid_0's quantile: 3.28632
[44] valid_0's poisson: -101.851 valid_0's quantile: 3.285
[45] valid_0's poisson: -101.887 valid_0's quantile: 3.28699
[46] valid_0's poisson: -101.878 valid_0's quantile: 3.28587
[47] valid_0's poisson: -101.628 valid_0's quantile: 3.30498
[48] valid_0's poisson: -101.564 valid_0's quantile: 3.29618
[49] valid_0's poisson: -101.636 valid_0's quantile: 3.29302
[50] valid_0's poisson: -101.523 valid_0's quantile: 3.29669
[51] valid_0's poisson: -101.41 valid_0's quantile: 3.30117
[52] valid_0's poisson: -101.377 valid_0's quantile: 3.29939
[53] valid_0's poisson: -101.392 valid_0's quantile: 3.29284
[54] valid_0's poisson: -101.6 valid_0's quantile: 3.28988
[55] valid_0's poisson: -101.538 valid_0's quantile: 3.27736
[56] valid_0's poisson: -101.473 valid_0's quantile: 3.27844
[57] valid_0's poisson: -101.407 valid_0's quantile: 3.26626
[58] valid_0's poisson: -101.335 valid_0's quantile: 3.26723
[59] valid_0's poisson: -101.455 valid_0's quantile: 3.27084
[60] valid_0's poisson: -101.414 valid_0's quantile: 3.25863
[61] valid_0's poisson: -101.432 valid_0's quantile: 3.25156
[62] valid_0's poisson: -101.433 valid_0's quantile: 3.25274
[63] valid_0's poisson: -101.445 valid_0's quantile: 3.25271
[64] valid_0's poisson: -102.277 valid_0's quantile: 3.19482
[65] valid_0's poisson: -102.254 valid_0's quantile: 3.1977
[66] valid_0's poisson: -102.189 valid_0's quantile: 3.19366
[67] valid_0's poisson: -102.153 valid_0's quantile: 3.19429
[68] valid_0's poisson: -102.009 valid_0's quantile: 3.19885
[69] valid_0's poisson: -102.122 valid_0's quantile: 3.18459
[70] valid_0's poisson: -101.966 valid_0's quantile: 3.18099
[71] valid_0's poisson: -102.055 valid_0's quantile: 3.18085
[72] valid_0's poisson: -101.977 valid_0's quantile: 3.18549
[73] valid_0's poisson: -101.892 valid_0's quantile: 3.18767
[74] valid_0's poisson: -101.941 valid_0's quantile: 3.18865
[75] valid_0's poisson: -101.849 valid_0's quantile: 3.19549
[76] valid_0's poisson: -101.837 valid_0's quantile: 3.19116
[77] valid_0's poisson: -101.913 valid_0's quantile: 3.18588
[78] valid_0's poisson: -101.908 valid_0's quantile: 3.18567
[79] valid_0's poisson: -101.776 valid_0's quantile: 3.17669
[80] valid_0's poisson: -101.893 valid_0's quantile: 3.18262
[81] valid_0's poisson: -101.937 valid_0's quantile: 3.1735
[82] valid_0's poisson: -101.973 valid_0's quantile: 3.16195
[83] valid_0's poisson: -102.221 valid_0's quantile: 3.14031
[84] valid_0's poisson: -102.159 valid_0's quantile: 3.14426
[85] valid_0's poisson: -102.262 valid_0's quantile: 3.14163
[86] valid_0's poisson: -102.213 valid_0's quantile: 3.13875
[87] valid_0's poisson: -102.196 valid_0's quantile: 3.13619
[88] valid_0's poisson: -102.211 valid_0's quantile: 3.13635
[89] valid_0's poisson: -102.266 valid_0's quantile: 3.1422
[90] valid_0's poisson: -102.228 valid_0's quantile: 3.14138
[91] valid_0's poisson: -102.236 valid_0's quantile: 3.14631
[92] valid_0's poisson: -102.197 valid_0's quantile: 3.1497
[93] valid_0's poisson: -102.242 valid_0's quantile: 3.14312
[94] valid_0's poisson: -102.31 valid_0's quantile: 3.14072
[95] valid_0's poisson: -102.252 valid_0's quantile: 3.14155
[96] valid_0's poisson: -102.523 valid_0's quantile: 3.13873
[97] valid_0's poisson: -102.5 valid_0's quantile: 3.14433
[98] valid_0's poisson: -102.515 valid_0's quantile: 3.14663
[99] valid_0's poisson: -102.36 valid_0's quantile: 3.14355
[100] valid_0's poisson: -102.366 valid_0's quantile: 3.14981
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -89.8409 valid_0's quantile: 5.70912
[2] valid_0's poisson: -94.6453 valid_0's quantile: 4.77172
[3] valid_0's poisson: -97.623 valid_0's quantile: 4.31077
[4] valid_0's poisson: -98.5542 valid_0's quantile: 4.06344
[5] valid_0's poisson: -98.8627 valid_0's quantile: 3.97291
[6] valid_0's poisson: -99.1952 valid_0's quantile: 3.90988
[7] valid_0's poisson: -99.1566 valid_0's quantile: 3.85256
[8] valid_0's poisson: -99.4223 valid_0's quantile: 3.83207
[9] valid_0's poisson: -99.4994 valid_0's quantile: 3.77829
[10] valid_0's poisson: -99.6833 valid_0's quantile: 3.75838
[11] valid_0's poisson: -100.077 valid_0's quantile: 3.75906
[12] valid_0's poisson: -100.055 valid_0's quantile: 3.72491
[13] valid_0's poisson: -100.331 valid_0's quantile: 3.66949
[14] valid_0's poisson: -100.486 valid_0's quantile: 3.64045
[15] valid_0's poisson: -100.745 valid_0's quantile: 3.63648
[16] valid_0's poisson: -100.953 valid_0's quantile: 3.63016
[17] valid_0's poisson: -101.198 valid_0's quantile: 3.58943
[18] valid_0's poisson: -101.087 valid_0's quantile: 3.57026
[19] valid_0's poisson: -101.364 valid_0's quantile: 3.53618
[20] valid_0's poisson: -101.564 valid_0's quantile: 3.50716
[21] valid_0's poisson: -101.506 valid_0's quantile: 3.50304
[22] valid_0's poisson: -101.912 valid_0's quantile: 3.43455
[23] valid_0's poisson: -102.008 valid_0's quantile: 3.4112
[24] valid_0's poisson: -101.953 valid_0's quantile: 3.33845
[25] valid_0's poisson: -101.902 valid_0's quantile: 3.33079
[26] valid_0's poisson: -102.005 valid_0's quantile: 3.31839
[27] valid_0's poisson: -102.007 valid_0's quantile: 3.32066
[28] valid_0's poisson: -102.119 valid_0's quantile: 3.31086
[29] valid_0's poisson: -101.922 valid_0's quantile: 3.30738
[30] valid_0's poisson: -102.121 valid_0's quantile: 3.30101
[31] valid_0's poisson: -102.183 valid_0's quantile: 3.29164
[32] valid_0's poisson: -102.15 valid_0's quantile: 3.27296
[33] valid_0's poisson: -102.115 valid_0's quantile: 3.28533
[34] valid_0's poisson: -102.174 valid_0's quantile: 3.27779
[35] valid_0's poisson: -102.123 valid_0's quantile: 3.28385
[36] valid_0's poisson: -101.994 valid_0's quantile: 3.29821
[37] valid_0's poisson: -101.896 valid_0's quantile: 3.30331
[38] valid_0's poisson: -102.195 valid_0's quantile: 3.29765
[39] valid_0's poisson: -102.224 valid_0's quantile: 3.30439
[40] valid_0's poisson: -102.192 valid_0's quantile: 3.31337
[41] valid_0's poisson: -102.266 valid_0's quantile: 3.30884
[42] valid_0's poisson: -102.199 valid_0's quantile: 3.29828
[43] valid_0's poisson: -102.16 valid_0's quantile: 3.29668
[44] valid_0's poisson: -102.292 valid_0's quantile: 3.30244
[45] valid_0's poisson: -102.202 valid_0's quantile: 3.29874
[46] valid_0's poisson: -102.013 valid_0's quantile: 3.2866
[47] valid_0's poisson: -102.166 valid_0's quantile: 3.27909
[48] valid_0's poisson: -102.389 valid_0's quantile: 3.28731
[49] valid_0's poisson: -102.319 valid_0's quantile: 3.28529
[50] valid_0's poisson: -102.336 valid_0's quantile: 3.28174
[51] valid_0's poisson: -102.227 valid_0's quantile: 3.28088
[52] valid_0's poisson: -102.322 valid_0's quantile: 3.28083
[53] valid_0's poisson: -102.369 valid_0's quantile: 3.28495
[54] valid_0's poisson: -102.326 valid_0's quantile: 3.29112
[55] valid_0's poisson: -102.691 valid_0's quantile: 3.26964
[56] valid_0's poisson: -102.641 valid_0's quantile: 3.26298
[57] valid_0's poisson: -102.674 valid_0's quantile: 3.26903
[58] valid_0's poisson: -102.676 valid_0's quantile: 3.26987
[59] valid_0's poisson: -102.661 valid_0's quantile: 3.26841
[60] valid_0's poisson: -102.613 valid_0's quantile: 3.26596
[61] valid_0's poisson: -102.644 valid_0's quantile: 3.26422
[62] valid_0's poisson: -102.733 valid_0's quantile: 3.27082
[63] valid_0's poisson: -102.749 valid_0's quantile: 3.26921
[64] valid_0's poisson: -102.739 valid_0's quantile: 3.27436
[65] valid_0's poisson: -102.788 valid_0's quantile: 3.27621
[66] valid_0's poisson: -102.617 valid_0's quantile: 3.26875
[67] valid_0's poisson: -102.674 valid_0's quantile: 3.26905
[68] valid_0's poisson: -103.135 valid_0's quantile: 3.24602
[69] valid_0's poisson: -103.164 valid_0's quantile: 3.24405
[70] valid_0's poisson: -103.218 valid_0's quantile: 3.24881
[71] valid_0's poisson: -103.168 valid_0's quantile: 3.25683
[72] valid_0's poisson: -103.293 valid_0's quantile: 3.24704
[73] valid_0's poisson: -103.263 valid_0's quantile: 3.24712
[74] valid_0's poisson: -103.265 valid_0's quantile: 3.25862
[75] valid_0's poisson: -103.288 valid_0's quantile: 3.25564
[76] valid_0's poisson: -103.263 valid_0's quantile: 3.25625
[77] valid_0's poisson: -103.233 valid_0's quantile: 3.25624
[78] valid_0's poisson: -103.321 valid_0's quantile: 3.25813
[79] valid_0's poisson: -103.283 valid_0's quantile: 3.25164
[80] valid_0's poisson: -103.211 valid_0's quantile: 3.24854
[81] valid_0's poisson: -103.258 valid_0's quantile: 3.24769
[82] valid_0's poisson: -103.271 valid_0's quantile: 3.24956
[83] valid_0's poisson: -103.248 valid_0's quantile: 3.25303
[84] valid_0's poisson: -103.261 valid_0's quantile: 3.25091
[85] valid_0's poisson: -103.311 valid_0's quantile: 3.25308
[86] valid_0's poisson: -103.311 valid_0's quantile: 3.25562
[87] valid_0's poisson: -103.337 valid_0's quantile: 3.25602
[88] valid_0's poisson: -103.386 valid_0's quantile: 3.24766
[89] valid_0's poisson: -103.42 valid_0's quantile: 3.25125
[90] valid_0's poisson: -103.425 valid_0's quantile: 3.24672
[91] valid_0's poisson: -103.474 valid_0's quantile: 3.24627
[92] valid_0's poisson: -103.437 valid_0's quantile: 3.24432
[93] valid_0's poisson: -103.444 valid_0's quantile: 3.24716
[94] valid_0's poisson: -103.52 valid_0's quantile: 3.24908
[95] valid_0's poisson: -103.598 valid_0's quantile: 3.25775
[96] valid_0's poisson: -103.545 valid_0's quantile: 3.22387
[97] valid_0's poisson: -103.502 valid_0's quantile: 3.22171
[98] valid_0's poisson: -103.524 valid_0's quantile: 3.22125
[99] valid_0's poisson: -103.378 valid_0's quantile: 3.2203
[100] valid_0's poisson: -103.368 valid_0's quantile: 3.22675
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.8119 valid_0's quantile: 5.96229
[2] valid_0's poisson: -93.6943 valid_0's quantile: 4.72068
[3] valid_0's poisson: -97.4026 valid_0's quantile: 4.32626
[4] valid_0's poisson: -97.8911 valid_0's quantile: 4.19056
[5] valid_0's poisson: -98.2742 valid_0's quantile: 4.09256
[6] valid_0's poisson: -98.5443 valid_0's quantile: 4.0018
[7] valid_0's poisson: -99.3505 valid_0's quantile: 3.8974
[8] valid_0's poisson: -99.5211 valid_0's quantile: 3.83439
[9] valid_0's poisson: -99.6845 valid_0's quantile: 3.79878
[10] valid_0's poisson: -100.325 valid_0's quantile: 3.76191
[11] valid_0's poisson: -100.39 valid_0's quantile: 3.71939
[12] valid_0's poisson: -100.412 valid_0's quantile: 3.6689
[13] valid_0's poisson: -100.395 valid_0's quantile: 3.65347
[14] valid_0's poisson: -100.664 valid_0's quantile: 3.62177
[15] valid_0's poisson: -100.533 valid_0's quantile: 3.60048
[16] valid_0's poisson: -100.775 valid_0's quantile: 3.60274
[17] valid_0's poisson: -100.66 valid_0's quantile: 3.59126
[18] valid_0's poisson: -100.666 valid_0's quantile: 3.58877
[19] valid_0's poisson: -100.678 valid_0's quantile: 3.58827
[20] valid_0's poisson: -100.654 valid_0's quantile: 3.58637
[21] valid_0's poisson: -100.728 valid_0's quantile: 3.5556
[22] valid_0's poisson: -100.762 valid_0's quantile: 3.53804
[23] valid_0's poisson: -100.696 valid_0's quantile: 3.54287
[24] valid_0's poisson: -100.794 valid_0's quantile: 3.5314
[25] valid_0's poisson: -100.754 valid_0's quantile: 3.53189
[26] valid_0's poisson: -100.728 valid_0's quantile: 3.53382
[27] valid_0's poisson: -101.024 valid_0's quantile: 3.51779
[28] valid_0's poisson: -100.862 valid_0's quantile: 3.51313
[29] valid_0's poisson: -101.17 valid_0's quantile: 3.50132
[30] valid_0's poisson: -101.183 valid_0's quantile: 3.47328
[31] valid_0's poisson: -101.162 valid_0's quantile: 3.47043
[32] valid_0's poisson: -101.138 valid_0's quantile: 3.48054
[33] valid_0's poisson: -101.3 valid_0's quantile: 3.46197
[34] valid_0's poisson: -101.455 valid_0's quantile: 3.4478
[35] valid_0's poisson: -101.415 valid_0's quantile: 3.44161
[36] valid_0's poisson: -101.327 valid_0's quantile: 3.43042
[37] valid_0's poisson: -101.296 valid_0's quantile: 3.43499
[38] valid_0's poisson: -101.314 valid_0's quantile: 3.44097
[39] valid_0's poisson: -101.327 valid_0's quantile: 3.43688
[40] valid_0's poisson: -101.423 valid_0's quantile: 3.4093
[41] valid_0's poisson: -101.414 valid_0's quantile: 3.4073
[42] valid_0's poisson: -101.363 valid_0's quantile: 3.40655
[43] valid_0's poisson: -101.297 valid_0's quantile: 3.40599
[44] valid_0's poisson: -101.322 valid_0's quantile: 3.40036
[45] valid_0's poisson: -101.362 valid_0's quantile: 3.40041
[46] valid_0's poisson: -101.437 valid_0's quantile: 3.39144
[47] valid_0's poisson: -101.439 valid_0's quantile: 3.39316
[48] valid_0's poisson: -101.46 valid_0's quantile: 3.3908
[49] valid_0's poisson: -101.454 valid_0's quantile: 3.38433
[50] valid_0's poisson: -101.48 valid_0's quantile: 3.38881
[51] valid_0's poisson: -101.518 valid_0's quantile: 3.38737
[52] valid_0's poisson: -101.448 valid_0's quantile: 3.38365
[53] valid_0's poisson: -101.496 valid_0's quantile: 3.37956
[54] valid_0's poisson: -101.498 valid_0's quantile: 3.37883
[55] valid_0's poisson: -101.502 valid_0's quantile: 3.3804
[56] valid_0's poisson: -101.465 valid_0's quantile: 3.38228
[57] valid_0's poisson: -101.493 valid_0's quantile: 3.38141
[58] valid_0's poisson: -101.436 valid_0's quantile: 3.3716
[59] valid_0's poisson: -101.482 valid_0's quantile: 3.37013
[60] valid_0's poisson: -101.512 valid_0's quantile: 3.36025
[61] valid_0's poisson: -101.463 valid_0's quantile: 3.36611
[62] valid_0's poisson: -101.614 valid_0's quantile: 3.36436
[63] valid_0's poisson: -101.575 valid_0's quantile: 3.36655
[64] valid_0's poisson: -101.574 valid_0's quantile: 3.36397
[65] valid_0's poisson: -101.531 valid_0's quantile: 3.3624
[66] valid_0's poisson: -101.483 valid_0's quantile: 3.36707
[67] valid_0's poisson: -101.583 valid_0's quantile: 3.36712
[68] valid_0's poisson: -101.584 valid_0's quantile: 3.36189
[69] valid_0's poisson: -101.637 valid_0's quantile: 3.36299
[70] valid_0's poisson: -101.639 valid_0's quantile: 3.36199
[71] valid_0's poisson: -101.592 valid_0's quantile: 3.36458
[72] valid_0's poisson: -101.529 valid_0's quantile: 3.36626
[73] valid_0's poisson: -101.661 valid_0's quantile: 3.36753
[74] valid_0's poisson: -101.526 valid_0's quantile: 3.36787
[75] valid_0's poisson: -101.766 valid_0's quantile: 3.36191
[76] valid_0's poisson: -101.747 valid_0's quantile: 3.36648
[77] valid_0's poisson: -101.663 valid_0's quantile: 3.36534
[78] valid_0's poisson: -101.669 valid_0's quantile: 3.36832
[79] valid_0's poisson: -101.692 valid_0's quantile: 3.36742
[80] valid_0's poisson: -101.703 valid_0's quantile: 3.36862
[81] valid_0's poisson: -101.634 valid_0's quantile: 3.36349
[82] valid_0's poisson: -102.096 valid_0's quantile: 3.32172
[83] valid_0's poisson: -102.014 valid_0's quantile: 3.32049
[84] valid_0's poisson: -101.978 valid_0's quantile: 3.30362
[85] valid_0's poisson: -101.864 valid_0's quantile: 3.30093
[86] valid_0's poisson: -101.884 valid_0's quantile: 3.30075
[87] valid_0's poisson: -101.906 valid_0's quantile: 3.30072
[88] valid_0's poisson: -101.859 valid_0's quantile: 3.30374
[89] valid_0's poisson: -101.927 valid_0's quantile: 3.30518
[90] valid_0's poisson: -101.949 valid_0's quantile: 3.30252
[91] valid_0's poisson: -101.886 valid_0's quantile: 3.29847
[92] valid_0's poisson: -102.009 valid_0's quantile: 3.30125
[93] valid_0's poisson: -102.031 valid_0's quantile: 3.29945
[94] valid_0's poisson: -102.01 valid_0's quantile: 3.30049
[95] valid_0's poisson: -101.934 valid_0's quantile: 3.30175
[96] valid_0's poisson: -101.945 valid_0's quantile: 3.30573
[97] valid_0's poisson: -101.966 valid_0's quantile: 3.30641
[98] valid_0's poisson: -102.02 valid_0's quantile: 3.3057
[99] valid_0's poisson: -102.141 valid_0's quantile: 3.29348
[100] valid_0's poisson: -102.128 valid_0's quantile: 3.29049
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -90.5607 valid_0's quantile: 5.44771
[2] valid_0's poisson: -96.2194 valid_0's quantile: 4.42305
[3] valid_0's poisson: -96.9142 valid_0's quantile: 4.16016
[4] valid_0's poisson: -98.2928 valid_0's quantile: 3.88027
[5] valid_0's poisson: -98.3305 valid_0's quantile: 3.84383
[6] valid_0's poisson: -98.2891 valid_0's quantile: 3.81796
[7] valid_0's poisson: -98.9111 valid_0's quantile: 3.6849
[8] valid_0's poisson: -98.9882 valid_0's quantile: 3.64673
[9] valid_0's poisson: -99.1726 valid_0's quantile: 3.63503
[10] valid_0's poisson: -99.145 valid_0's quantile: 3.63307
[11] valid_0's poisson: -99.2232 valid_0's quantile: 3.6246
[12] valid_0's poisson: -99.5459 valid_0's quantile: 3.57725
[13] valid_0's poisson: -99.4892 valid_0's quantile: 3.58161
[14] valid_0's poisson: -99.4617 valid_0's quantile: 3.59708
[15] valid_0's poisson: -99.7307 valid_0's quantile: 3.57119
[16] valid_0's poisson: -100.001 valid_0's quantile: 3.55674
[17] valid_0's poisson: -100.02 valid_0's quantile: 3.54703
[18] valid_0's poisson: -100.024 valid_0's quantile: 3.55574
[19] valid_0's poisson: -100.1 valid_0's quantile: 3.54652
[20] valid_0's poisson: -100.923 valid_0's quantile: 3.43965
[21] valid_0's poisson: -101.05 valid_0's quantile: 3.4231
[22] valid_0's poisson: -101.108 valid_0's quantile: 3.42395
[23] valid_0's poisson: -101.127 valid_0's quantile: 3.42422
[24] valid_0's poisson: -101.107 valid_0's quantile: 3.40625
[25] valid_0's poisson: -101.384 valid_0's quantile: 3.38505
[26] valid_0's poisson: -101.374 valid_0's quantile: 3.37596
[27] valid_0's poisson: -101.353 valid_0's quantile: 3.37104
[28] valid_0's poisson: -101.365 valid_0's quantile: 3.36901
[29] valid_0's poisson: -101.523 valid_0's quantile: 3.36043
[30] valid_0's poisson: -101.285 valid_0's quantile: 3.38476
[31] valid_0's poisson: -101.457 valid_0's quantile: 3.3804
[32] valid_0's poisson: -101.597 valid_0's quantile: 3.35147
[33] valid_0's poisson: -101.744 valid_0's quantile: 3.3414
[34] valid_0's poisson: -101.635 valid_0's quantile: 3.3473
[35] valid_0's poisson: -101.675 valid_0's quantile: 3.33128
[36] valid_0's poisson: -101.638 valid_0's quantile: 3.32701
[37] valid_0's poisson: -101.657 valid_0's quantile: 3.3179
[38] valid_0's poisson: -101.663 valid_0's quantile: 3.31577
[39] valid_0's poisson: -101.719 valid_0's quantile: 3.31133
[40] valid_0's poisson: -101.694 valid_0's quantile: 3.31121
[41] valid_0's poisson: -101.764 valid_0's quantile: 3.30361
[42] valid_0's poisson: -101.693 valid_0's quantile: 3.3118
[43] valid_0's poisson: -101.834 valid_0's quantile: 3.29692
[44] valid_0's poisson: -101.847 valid_0's quantile: 3.30008
[45] valid_0's poisson: -101.794 valid_0's quantile: 3.31162
[46] valid_0's poisson: -101.748 valid_0's quantile: 3.31
[47] valid_0's poisson: -101.89 valid_0's quantile: 3.30748
[48] valid_0's poisson: -101.984 valid_0's quantile: 3.29885
[49] valid_0's poisson: -101.907 valid_0's quantile: 3.29927
[50] valid_0's poisson: -101.911 valid_0's quantile: 3.28816
[51] valid_0's poisson: -101.919 valid_0's quantile: 3.28515
[52] valid_0's poisson: -101.924 valid_0's quantile: 3.28759
[53] valid_0's poisson: -102.009 valid_0's quantile: 3.27449
[54] valid_0's poisson: -101.964 valid_0's quantile: 3.26564
[55] valid_0's poisson: -102.016 valid_0's quantile: 3.26259
[56] valid_0's poisson: -102.048 valid_0's quantile: 3.25614
[57] valid_0's poisson: -102.884 valid_0's quantile: 3.15597
[58] valid_0's poisson: -102.468 valid_0's quantile: 3.13129
[59] valid_0's poisson: -102.468 valid_0's quantile: 3.13612
[60] valid_0's poisson: -102.455 valid_0's quantile: 3.13681
[61] valid_0's poisson: -102.511 valid_0's quantile: 3.13892
[62] valid_0's poisson: -102.482 valid_0's quantile: 3.13564
[63] valid_0's poisson: -102.482 valid_0's quantile: 3.13243
[64] valid_0's poisson: -102.543 valid_0's quantile: 3.11961
[65] valid_0's poisson: -102.515 valid_0's quantile: 3.12031
[66] valid_0's poisson: -102.521 valid_0's quantile: 3.12011
[67] valid_0's poisson: -102.532 valid_0's quantile: 3.11672
[68] valid_0's poisson: -102.529 valid_0's quantile: 3.11645
[69] valid_0's poisson: -102.641 valid_0's quantile: 3.10647
[70] valid_0's poisson: -102.652 valid_0's quantile: 3.10585
[71] valid_0's poisson: -102.601 valid_0's quantile: 3.10989
[72] valid_0's poisson: -102.613 valid_0's quantile: 3.11555
[73] valid_0's poisson: -102.635 valid_0's quantile: 3.11809
[74] valid_0's poisson: -102.612 valid_0's quantile: 3.11686
[75] valid_0's poisson: -102.578 valid_0's quantile: 3.11599
[76] valid_0's poisson: -102.567 valid_0's quantile: 3.11624
[77] valid_0's poisson: -102.634 valid_0's quantile: 3.11681
[78] valid_0's poisson: -102.633 valid_0's quantile: 3.1142
[79] valid_0's poisson: -102.721 valid_0's quantile: 3.11292
[80] valid_0's poisson: -102.73 valid_0's quantile: 3.11233
[81] valid_0's poisson: -102.678 valid_0's quantile: 3.11408
[82] valid_0's poisson: -102.745 valid_0's quantile: 3.11895
[83] valid_0's poisson: -102.782 valid_0's quantile: 3.11469
[84] valid_0's poisson: -102.79 valid_0's quantile: 3.11559
[85] valid_0's poisson: -102.813 valid_0's quantile: 3.11249
[86] valid_0's poisson: -102.811 valid_0's quantile: 3.11078
[87] valid_0's poisson: -102.753 valid_0's quantile: 3.1107
[88] valid_0's poisson: -102.819 valid_0's quantile: 3.11634
[89] valid_0's poisson: -102.779 valid_0's quantile: 3.11802
[90] valid_0's poisson: -102.8 valid_0's quantile: 3.1191
[91] valid_0's poisson: -102.751 valid_0's quantile: 3.12034
[92] valid_0's poisson: -102.675 valid_0's quantile: 3.12065
[93] valid_0's poisson: -102.653 valid_0's quantile: 3.12223
[94] valid_0's poisson: -102.634 valid_0's quantile: 3.12418
[95] valid_0's poisson: -102.685 valid_0's quantile: 3.12537
[96] valid_0's poisson: -102.729 valid_0's quantile: 3.11962
[97] valid_0's poisson: -102.753 valid_0's quantile: 3.11853
[98] valid_0's poisson: -102.737 valid_0's quantile: 3.11744
[99] valid_0's poisson: -102.736 valid_0's quantile: 3.11646
[100] valid_0's poisson: -102.688 valid_0's quantile: 3.12046
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -91.364 valid_0's quantile: 5.4474
[2] valid_0's poisson: -97.2406 valid_0's quantile: 4.29819
[3] valid_0's poisson: -97.7563 valid_0's quantile: 4.10693
[4] valid_0's poisson: -98.438 valid_0's quantile: 3.93851
[5] valid_0's poisson: -98.7578 valid_0's quantile: 3.89233
[6] valid_0's poisson: -98.5353 valid_0's quantile: 3.86156
[7] valid_0's poisson: -99.3669 valid_0's quantile: 3.81444
[8] valid_0's poisson: -99.4316 valid_0's quantile: 3.72752
[9] valid_0's poisson: -99.4637 valid_0's quantile: 3.70618
[10] valid_0's poisson: -99.7509 valid_0's quantile: 3.68153
[11] valid_0's poisson: -99.7981 valid_0's quantile: 3.71042
[12] valid_0's poisson: -99.7537 valid_0's quantile: 3.70543
[13] valid_0's poisson: -99.7508 valid_0's quantile: 3.69751
[14] valid_0's poisson: -99.7515 valid_0's quantile: 3.69882
[15] valid_0's poisson: -99.8062 valid_0's quantile: 3.69631
[16] valid_0's poisson: -99.8315 valid_0's quantile: 3.66566
[17] valid_0's poisson: -99.8308 valid_0's quantile: 3.65853
[18] valid_0's poisson: -100.283 valid_0's quantile: 3.59228
[19] valid_0's poisson: -100.319 valid_0's quantile: 3.5916
[20] valid_0's poisson: -100.496 valid_0's quantile: 3.56883
[21] valid_0's poisson: -100.584 valid_0's quantile: 3.53763
[22] valid_0's poisson: -100.732 valid_0's quantile: 3.51968
[23] valid_0's poisson: -100.914 valid_0's quantile: 3.47146
[24] valid_0's poisson: -101.011 valid_0's quantile: 3.44679
[25] valid_0's poisson: -101.123 valid_0's quantile: 3.44379
[26] valid_0's poisson: -101.138 valid_0's quantile: 3.45434
[27] valid_0's poisson: -101.215 valid_0's quantile: 3.44982
[28] valid_0's poisson: -101.249 valid_0's quantile: 3.44084
[29] valid_0's poisson: -101.213 valid_0's quantile: 3.43549
[30] valid_0's poisson: -101.246 valid_0's quantile: 3.431
[31] valid_0's poisson: -101.264 valid_0's quantile: 3.43435
[32] valid_0's poisson: -101.411 valid_0's quantile: 3.43244
[33] valid_0's poisson: -102.63 valid_0's quantile: 3.23183
[34] valid_0's poisson: -102.652 valid_0's quantile: 3.21703
[35] valid_0's poisson: -102.662 valid_0's quantile: 3.21281
[36] valid_0's poisson: -102.682 valid_0's quantile: 3.21438
[37] valid_0's poisson: -102.763 valid_0's quantile: 3.20462
[38] valid_0's poisson: -102.756 valid_0's quantile: 3.19204
[39] valid_0's poisson: -102.755 valid_0's quantile: 3.19109
[40] valid_0's poisson: -102.958 valid_0's quantile: 3.18471
[41] valid_0's poisson: -102.935 valid_0's quantile: 3.1746
[42] valid_0's poisson: -102.93 valid_0's quantile: 3.17328
[43] valid_0's poisson: -102.905 valid_0's quantile: 3.17749
[44] valid_0's poisson: -102.861 valid_0's quantile: 3.17033
[45] valid_0's poisson: -102.942 valid_0's quantile: 3.1703
[46] valid_0's poisson: -102.962 valid_0's quantile: 3.1696
[47] valid_0's poisson: -102.901 valid_0's quantile: 3.17016
[48] valid_0's poisson: -102.916 valid_0's quantile: 3.17303
[49] valid_0's poisson: -102.929 valid_0's quantile: 3.17635
[50] valid_0's poisson: -102.844 valid_0's quantile: 3.17325
[51] valid_0's poisson: -102.869 valid_0's quantile: 3.17255
[52] valid_0's poisson: -102.971 valid_0's quantile: 3.173
[53] valid_0's poisson: -102.986 valid_0's quantile: 3.18383
[54] valid_0's poisson: -102.923 valid_0's quantile: 3.1953
[55] valid_0's poisson: -102.985 valid_0's quantile: 3.19441
[56] valid_0's poisson: -102.906 valid_0's quantile: 3.18895
[57] valid_0's poisson: -102.837 valid_0's quantile: 3.19076
[58] valid_0's poisson: -102.887 valid_0's quantile: 3.1917
[59] valid_0's poisson: -102.815 valid_0's quantile: 3.19353
[60] valid_0's poisson: -102.841 valid_0's quantile: 3.19062
[61] valid_0's poisson: -102.884 valid_0's quantile: 3.19212
[62] valid_0's poisson: -102.849 valid_0's quantile: 3.18506
[63] valid_0's poisson: -102.858 valid_0's quantile: 3.18396
[64] valid_0's poisson: -102.864 valid_0's quantile: 3.18535
[65] valid_0's poisson: -102.805 valid_0's quantile: 3.18477
[66] valid_0's poisson: -102.778 valid_0's quantile: 3.18332
[67] valid_0's poisson: -102.807 valid_0's quantile: 3.18201
[68] valid_0's poisson: -102.825 valid_0's quantile: 3.18091
[69] valid_0's poisson: -102.823 valid_0's quantile: 3.18169
[70] valid_0's poisson: -102.867 valid_0's quantile: 3.18135
[71] valid_0's poisson: -102.856 valid_0's quantile: 3.1799
[72] valid_0's poisson: -102.856 valid_0's quantile: 3.18009
[73] valid_0's poisson: -102.869 valid_0's quantile: 3.17377
[74] valid_0's poisson: -102.855 valid_0's quantile: 3.17881
[75] valid_0's poisson: -102.812 valid_0's quantile: 3.18043
[76] valid_0's poisson: -102.819 valid_0's quantile: 3.17982
[77] valid_0's poisson: -102.843 valid_0's quantile: 3.1858
[78] valid_0's poisson: -102.856 valid_0's quantile: 3.18413
[79] valid_0's poisson: -102.902 valid_0's quantile: 3.18027
[80] valid_0's poisson: -102.931 valid_0's quantile: 3.17998
[81] valid_0's poisson: -102.9 valid_0's quantile: 3.18511
[82] valid_0's poisson: -102.903 valid_0's quantile: 3.19032
[83] valid_0's poisson: -102.928 valid_0's quantile: 3.18937
[84] valid_0's poisson: -102.924 valid_0's quantile: 3.18966
[85] valid_0's poisson: -102.953 valid_0's quantile: 3.18785
[86] valid_0's poisson: -102.952 valid_0's quantile: 3.18808
[87] valid_0's poisson: -102.968 valid_0's quantile: 3.18845
[88] valid_0's poisson: -102.941 valid_0's quantile: 3.18784
[89] valid_0's poisson: -102.909 valid_0's quantile: 3.18799
[90] valid_0's poisson: -102.964 valid_0's quantile: 3.18962
[91] valid_0's poisson: -102.901 valid_0's quantile: 3.19037
[92] valid_0's poisson: -102.829 valid_0's quantile: 3.19364
[93] valid_0's poisson: -102.821 valid_0's quantile: 3.19459
[94] valid_0's poisson: -102.878 valid_0's quantile: 3.19324
[95] valid_0's poisson: -102.884 valid_0's quantile: 3.19297
[96] valid_0's poisson: -102.881 valid_0's quantile: 3.19254
[97] valid_0's poisson: -102.957 valid_0's quantile: 3.1898
[98] valid_0's poisson: -102.929 valid_0's quantile: 3.18756
[99] valid_0's poisson: -102.922 valid_0's quantile: 3.18684
[100] valid_0's poisson: -102.995 valid_0's quantile: 3.17416
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -90.1631 valid_0's quantile: 5.58926
[2] valid_0's poisson: -96.9808 valid_0's quantile: 4.36669
[3] valid_0's poisson: -97.7183 valid_0's quantile: 4.14087
[4] valid_0's poisson: -97.987 valid_0's quantile: 3.99478
[5] valid_0's poisson: -97.9003 valid_0's quantile: 3.95561
[6] valid_0's poisson: -98.2027 valid_0's quantile: 3.93407
[7] valid_0's poisson: -98.4498 valid_0's quantile: 3.89587
[8] valid_0's poisson: -98.9243 valid_0's quantile: 3.82002
[9] valid_0's poisson: -99.6353 valid_0's quantile: 3.78452
[10] valid_0's poisson: -99.5391 valid_0's quantile: 3.77656
[11] valid_0's poisson: -99.5409 valid_0's quantile: 3.69941
[12] valid_0's poisson: -100.152 valid_0's quantile: 3.63299
[13] valid_0's poisson: -99.9424 valid_0's quantile: 3.62715
[14] valid_0's poisson: -100.196 valid_0's quantile: 3.589
[15] valid_0's poisson: -100.209 valid_0's quantile: 3.57872
[16] valid_0's poisson: -100.508 valid_0's quantile: 3.52225
[17] valid_0's poisson: -100.523 valid_0's quantile: 3.51218
[18] valid_0's poisson: -100.606 valid_0's quantile: 3.5018
[19] valid_0's poisson: -100.655 valid_0's quantile: 3.50426
[20] valid_0's poisson: -100.792 valid_0's quantile: 3.48292
[21] valid_0's poisson: -100.79 valid_0's quantile: 3.47595
[22] valid_0's poisson: -100.882 valid_0's quantile: 3.4698
[23] valid_0's poisson: -100.953 valid_0's quantile: 3.47154
[24] valid_0's poisson: -101.011 valid_0's quantile: 3.4714
[25] valid_0's poisson: -100.974 valid_0's quantile: 3.45552
[26] valid_0's poisson: -100.938 valid_0's quantile: 3.45608
[27] valid_0's poisson: -100.926 valid_0's quantile: 3.45756
[28] valid_0's poisson: -100.953 valid_0's quantile: 3.45612
[29] valid_0's poisson: -100.955 valid_0's quantile: 3.46424
[30] valid_0's poisson: -100.972 valid_0's quantile: 3.43873
[31] valid_0's poisson: -101.986 valid_0's quantile: 3.36109
[32] valid_0's poisson: -102.024 valid_0's quantile: 3.33932
[33] valid_0's poisson: -101.979 valid_0's quantile: 3.32935
[34] valid_0's poisson: -102.077 valid_0's quantile: 3.32801
[35] valid_0's poisson: -102.005 valid_0's quantile: 3.31332
[36] valid_0's poisson: -102.084 valid_0's quantile: 3.31337
[37] valid_0's poisson: -102.134 valid_0's quantile: 3.31413
[38] valid_0's poisson: -102.103 valid_0's quantile: 3.31019
[39] valid_0's poisson: -102.101 valid_0's quantile: 3.31097
[40] valid_0's poisson: -102.068 valid_0's quantile: 3.31131
[41] valid_0's poisson: -102.078 valid_0's quantile: 3.30846
[42] valid_0's poisson: -102.014 valid_0's quantile: 3.31064
[43] valid_0's poisson: -102.018 valid_0's quantile: 3.30536
[44] valid_0's poisson: -102.028 valid_0's quantile: 3.30608
[45] valid_0's poisson: -102.028 valid_0's quantile: 3.30688
[46] valid_0's poisson: -102.015 valid_0's quantile: 3.29961
[47] valid_0's poisson: -102.011 valid_0's quantile: 3.29844
[48] valid_0's poisson: -102.024 valid_0's quantile: 3.29594
[49] valid_0's poisson: -102.066 valid_0's quantile: 3.30204
[50] valid_0's poisson: -102.05 valid_0's quantile: 3.28508
[51] valid_0's poisson: -102.068 valid_0's quantile: 3.28427
[52] valid_0's poisson: -102.061 valid_0's quantile: 3.28312
[53] valid_0's poisson: -102.047 valid_0's quantile: 3.28374
[54] valid_0's poisson: -102.001 valid_0's quantile: 3.27594
[55] valid_0's poisson: -102.065 valid_0's quantile: 3.26809
[56] valid_0's poisson: -102.107 valid_0's quantile: 3.26581
[57] valid_0's poisson: -102.113 valid_0's quantile: 3.26588
[58] valid_0's poisson: -102.13 valid_0's quantile: 3.26445
[59] valid_0's poisson: -102.166 valid_0's quantile: 3.26138
[60] valid_0's poisson: -102.118 valid_0's quantile: 3.26081
[61] valid_0's poisson: -102.145 valid_0's quantile: 3.25548
[62] valid_0's poisson: -102.175 valid_0's quantile: 3.2537
[63] valid_0's poisson: -102.211 valid_0's quantile: 3.25102
[64] valid_0's poisson: -102.192 valid_0's quantile: 3.2549
[65] valid_0's poisson: -102.209 valid_0's quantile: 3.25441
[66] valid_0's poisson: -102.207 valid_0's quantile: 3.25255
[67] valid_0's poisson: -102.217 valid_0's quantile: 3.24394
[68] valid_0's poisson: -102.259 valid_0's quantile: 3.24667
[69] valid_0's poisson: -102.169 valid_0's quantile: 3.23952
[70] valid_0's poisson: -102.183 valid_0's quantile: 3.23747
[71] valid_0's poisson: -102.256 valid_0's quantile: 3.2365
[72] valid_0's poisson: -102.158 valid_0's quantile: 3.24234
[73] valid_0's poisson: -102.194 valid_0's quantile: 3.24193
[74] valid_0's poisson: -102.193 valid_0's quantile: 3.24054
[75] valid_0's poisson: -102.202 valid_0's quantile: 3.2471
[76] valid_0's poisson: -102.199 valid_0's quantile: 3.23993
[77] valid_0's poisson: -102.195 valid_0's quantile: 3.23911
[78] valid_0's poisson: -102.21 valid_0's quantile: 3.23892
[79] valid_0's poisson: -102.198 valid_0's quantile: 3.23685
[80] valid_0's poisson: -102.301 valid_0's quantile: 3.23309
[81] valid_0's poisson: -102.299 valid_0's quantile: 3.23272
[82] valid_0's poisson: -102.411 valid_0's quantile: 3.23371
[83] valid_0's poisson: -102.365 valid_0's quantile: 3.23153
[84] valid_0's poisson: -102.367 valid_0's quantile: 3.22851
[85] valid_0's poisson: -102.393 valid_0's quantile: 3.23143
[86] valid_0's poisson: -102.488 valid_0's quantile: 3.23153
[87] valid_0's poisson: -102.537 valid_0's quantile: 3.23313
[88] valid_0's poisson: -102.541 valid_0's quantile: 3.23436
[89] valid_0's poisson: -102.557 valid_0's quantile: 3.23425
[90] valid_0's poisson: -102.563 valid_0's quantile: 3.23297
[91] valid_0's poisson: -102.507 valid_0's quantile: 3.23227
[92] valid_0's poisson: -102.472 valid_0's quantile: 3.23028
[93] valid_0's poisson: -102.48 valid_0's quantile: 3.2306
[94] valid_0's poisson: -102.459 valid_0's quantile: 3.2238
[95] valid_0's poisson: -102.49 valid_0's quantile: 3.22072
[96] valid_0's poisson: -102.557 valid_0's quantile: 3.22315
[97] valid_0's poisson: -102.59 valid_0's quantile: 3.21976
[98] valid_0's poisson: -102.653 valid_0's quantile: 3.21956
[99] valid_0's poisson: -102.64 valid_0's quantile: 3.22033
[100] valid_0's poisson: -102.603 valid_0's quantile: 3.22123
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -91.9213 valid_0's quantile: 5.32649
[2] valid_0's poisson: -97.5736 valid_0's quantile: 4.27773
[3] valid_0's poisson: -97.8812 valid_0's quantile: 4.06029
[4] valid_0's poisson: -98.366 valid_0's quantile: 3.9034
[5] valid_0's poisson: -99.1607 valid_0's quantile: 3.8498
[6] valid_0's poisson: -98.9349 valid_0's quantile: 3.83005
[7] valid_0's poisson: -98.9401 valid_0's quantile: 3.80126
[8] valid_0's poisson: -100.062 valid_0's quantile: 3.6726
[9] valid_0's poisson: -100.036 valid_0's quantile: 3.66725
[10] valid_0's poisson: -100.22 valid_0's quantile: 3.64847
[11] valid_0's poisson: -100.169 valid_0's quantile: 3.63273
[12] valid_0's poisson: -100.252 valid_0's quantile: 3.63653
[13] valid_0's poisson: -100.225 valid_0's quantile: 3.61474
[14] valid_0's poisson: -100.422 valid_0's quantile: 3.60359
[15] valid_0's poisson: -100.478 valid_0's quantile: 3.59263
[16] valid_0's poisson: -100.42 valid_0's quantile: 3.59852
[17] valid_0's poisson: -100.36 valid_0's quantile: 3.58957
[18] valid_0's poisson: -100.393 valid_0's quantile: 3.58761
[19] valid_0's poisson: -100.495 valid_0's quantile: 3.58653
[20] valid_0's poisson: -100.484 valid_0's quantile: 3.57915
[21] valid_0's poisson: -100.901 valid_0's quantile: 3.53307
[22] valid_0's poisson: -100.895 valid_0's quantile: 3.53841
[23] valid_0's poisson: -100.862 valid_0's quantile: 3.55118
[24] valid_0's poisson: -100.845 valid_0's quantile: 3.55148
[25] valid_0's poisson: -100.838 valid_0's quantile: 3.5497
[26] valid_0's poisson: -100.641 valid_0's quantile: 3.5463
[27] valid_0's poisson: -100.753 valid_0's quantile: 3.54687
[28] valid_0's poisson: -100.783 valid_0's quantile: 3.53954
[29] valid_0's poisson: -100.764 valid_0's quantile: 3.54179
[30] valid_0's poisson: -100.829 valid_0's quantile: 3.52202
[31] valid_0's poisson: -100.808 valid_0's quantile: 3.53153
[32] valid_0's poisson: -100.85 valid_0's quantile: 3.52493
[33] valid_0's poisson: -100.823 valid_0's quantile: 3.53318
[34] valid_0's poisson: -100.709 valid_0's quantile: 3.5305
[35] valid_0's poisson: -100.74 valid_0's quantile: 3.52383
[36] valid_0's poisson: -100.617 valid_0's quantile: 3.5282
[37] valid_0's poisson: -100.676 valid_0's quantile: 3.52348
[38] valid_0's poisson: -100.665 valid_0's quantile: 3.52636
[39] valid_0's poisson: -100.668 valid_0's quantile: 3.52069
[40] valid_0's poisson: -100.68 valid_0's quantile: 3.52311
[41] valid_0's poisson: -100.641 valid_0's quantile: 3.52893
[42] valid_0's poisson: -100.7 valid_0's quantile: 3.53248
[43] valid_0's poisson: -100.735 valid_0's quantile: 3.527
[44] valid_0's poisson: -100.789 valid_0's quantile: 3.53268
[45] valid_0's poisson: -100.753 valid_0's quantile: 3.53007
[46] valid_0's poisson: -100.91 valid_0's quantile: 3.51866
[47] valid_0's poisson: -100.965 valid_0's quantile: 3.49513
[48] valid_0's poisson: -100.984 valid_0's quantile: 3.49769
[49] valid_0's poisson: -100.988 valid_0's quantile: 3.49817
[50] valid_0's poisson: -101.033 valid_0's quantile: 3.5022
[51] valid_0's poisson: -101.016 valid_0's quantile: 3.50259
[52] valid_0's poisson: -101.028 valid_0's quantile: 3.50369
[53] valid_0's poisson: -101.048 valid_0's quantile: 3.50294
[54] valid_0's poisson: -101.032 valid_0's quantile: 3.50114
[55] valid_0's poisson: -101.023 valid_0's quantile: 3.49785
[56] valid_0's poisson: -100.974 valid_0's quantile: 3.50152
[57] valid_0's poisson: -100.979 valid_0's quantile: 3.50369
[58] valid_0's poisson: -100.977 valid_0's quantile: 3.50395
[59] valid_0's poisson: -101.018 valid_0's quantile: 3.50143
[60] valid_0's poisson: -101.037 valid_0's quantile: 3.50293
[61] valid_0's poisson: -101.03 valid_0's quantile: 3.50794
[62] valid_0's poisson: -101.046 valid_0's quantile: 3.50703
[63] valid_0's poisson: -100.927 valid_0's quantile: 3.50635
[64] valid_0's poisson: -100.914 valid_0's quantile: 3.50894
[65] valid_0's poisson: -100.915 valid_0's quantile: 3.50764
[66] valid_0's poisson: -100.951 valid_0's quantile: 3.51329
[67] valid_0's poisson: -100.935 valid_0's quantile: 3.51155
[68] valid_0's poisson: -100.937 valid_0's quantile: 3.51183
[69] valid_0's poisson: -100.936 valid_0's quantile: 3.50951
[70] valid_0's poisson: -100.967 valid_0's quantile: 3.51432
[71] valid_0's poisson: -100.992 valid_0's quantile: 3.51698
[72] valid_0's poisson: -100.978 valid_0's quantile: 3.5159
[73] valid_0's poisson: -100.999 valid_0's quantile: 3.50413
[74] valid_0's poisson: -100.978 valid_0's quantile: 3.50716
[75] valid_0's poisson: -101.016 valid_0's quantile: 3.50872
[76] valid_0's poisson: -100.964 valid_0's quantile: 3.50997
[77] valid_0's poisson: -101.11 valid_0's quantile: 3.51277
[78] valid_0's poisson: -101.067 valid_0's quantile: 3.50939
[79] valid_0's poisson: -101.098 valid_0's quantile: 3.49137
[80] valid_0's poisson: -101.187 valid_0's quantile: 3.49873
[81] valid_0's poisson: -101.2 valid_0's quantile: 3.49825
[82] valid_0's poisson: -101.219 valid_0's quantile: 3.50246
[83] valid_0's poisson: -101.2 valid_0's quantile: 3.50299
[84] valid_0's poisson: -101.208 valid_0's quantile: 3.49843
[85] valid_0's poisson: -101.177 valid_0's quantile: 3.50008
[86] valid_0's poisson: -101.173 valid_0's quantile: 3.49958
[87] valid_0's poisson: -101.184 valid_0's quantile: 3.49213
[88] valid_0's poisson: -101.196 valid_0's quantile: 3.49153
[89] valid_0's poisson: -101.204 valid_0's quantile: 3.49113
[90] valid_0's poisson: -101.201 valid_0's quantile: 3.48708
[91] valid_0's poisson: -101.197 valid_0's quantile: 3.45989
[92] valid_0's poisson: -101.195 valid_0's quantile: 3.45947
[93] valid_0's poisson: -101.298 valid_0's quantile: 3.45496
[94] valid_0's poisson: -101.285 valid_0's quantile: 3.45632
[95] valid_0's poisson: -101.328 valid_0's quantile: 3.4562
[96] valid_0's poisson: -101.358 valid_0's quantile: 3.45611
[97] valid_0's poisson: -101.358 valid_0's quantile: 3.45367
[98] valid_0's poisson: -101.365 valid_0's quantile: 3.45386
[99] valid_0's poisson: -101.379 valid_0's quantile: 3.45274
[100] valid_0's poisson: -101.381 valid_0's quantile: 3.44791
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -90.7532 valid_0's quantile: 5.54056
[2] valid_0's poisson: -96.6811 valid_0's quantile: 4.41127
[3] valid_0's poisson: -97.7719 valid_0's quantile: 4.06865
[4] valid_0's poisson: -98.0903 valid_0's quantile: 3.94029
[5] valid_0's poisson: -98.7898 valid_0's quantile: 3.78649
[6] valid_0's poisson: -99.1632 valid_0's quantile: 3.74154
[7] valid_0's poisson: -99.4643 valid_0's quantile: 3.66139
[8] valid_0's poisson: -99.6171 valid_0's quantile: 3.60262
[9] valid_0's poisson: -100.319 valid_0's quantile: 3.5328
[10] valid_0's poisson: -100.338 valid_0's quantile: 3.47952
[11] valid_0's poisson: -100.482 valid_0's quantile: 3.46105
[12] valid_0's poisson: -100.614 valid_0's quantile: 3.45589
[13] valid_0's poisson: -100.61 valid_0's quantile: 3.45228
[14] valid_0's poisson: -100.653 valid_0's quantile: 3.44486
[15] valid_0's poisson: -100.591 valid_0's quantile: 3.45292
[16] valid_0's poisson: -100.457 valid_0's quantile: 3.44792
[17] valid_0's poisson: -100.522 valid_0's quantile: 3.41214
[18] valid_0's poisson: -100.687 valid_0's quantile: 3.40545
[19] valid_0's poisson: -100.674 valid_0's quantile: 3.40977
[20] valid_0's poisson: -100.963 valid_0's quantile: 3.3895
[21] valid_0's poisson: -100.93 valid_0's quantile: 3.37475
[22] valid_0's poisson: -101.007 valid_0's quantile: 3.37622
[23] valid_0's poisson: -100.893 valid_0's quantile: 3.36275
[24] valid_0's poisson: -100.973 valid_0's quantile: 3.36087
[25] valid_0's poisson: -100.99 valid_0's quantile: 3.36845
[26] valid_0's poisson: -100.984 valid_0's quantile: 3.36546
[27] valid_0's poisson: -100.986 valid_0's quantile: 3.36294
[28] valid_0's poisson: -101.137 valid_0's quantile: 3.35142
[29] valid_0's poisson: -101.186 valid_0's quantile: 3.34548
[30] valid_0's poisson: -101.05 valid_0's quantile: 3.35107
[31] valid_0's poisson: -101.198 valid_0's quantile: 3.33033
[32] valid_0's poisson: -101.147 valid_0's quantile: 3.32626
[33] valid_0's poisson: -101.083 valid_0's quantile: 3.29592
[34] valid_0's poisson: -101.061 valid_0's quantile: 3.29652
[35] valid_0's poisson: -101.073 valid_0's quantile: 3.31001
[36] valid_0's poisson: -101.151 valid_0's quantile: 3.33963
[37] valid_0's poisson: -101.131 valid_0's quantile: 3.33746
[38] valid_0's poisson: -101.127 valid_0's quantile: 3.33681
[39] valid_0's poisson: -101.13 valid_0's quantile: 3.33635
[40] valid_0's poisson: -101.101 valid_0's quantile: 3.33539
[41] valid_0's poisson: -101.255 valid_0's quantile: 3.33249
[42] valid_0's poisson: -101.24 valid_0's quantile: 3.32801
[43] valid_0's poisson: -101.269 valid_0's quantile: 3.3208
[44] valid_0's poisson: -101.182 valid_0's quantile: 3.32441
[45] valid_0's poisson: -101.165 valid_0's quantile: 3.32613
[46] valid_0's poisson: -101.439 valid_0's quantile: 3.27526
[47] valid_0's poisson: -101.413 valid_0's quantile: 3.269
[48] valid_0's poisson: -101.448 valid_0's quantile: 3.27336
[49] valid_0's poisson: -101.439 valid_0's quantile: 3.27047
[50] valid_0's poisson: -101.441 valid_0's quantile: 3.27065
[51] valid_0's poisson: -101.469 valid_0's quantile: 3.26904
[52] valid_0's poisson: -101.466 valid_0's quantile: 3.27289
[53] valid_0's poisson: -101.452 valid_0's quantile: 3.26983
[54] valid_0's poisson: -101.416 valid_0's quantile: 3.2723
[55] valid_0's poisson: -101.42 valid_0's quantile: 3.27036
[56] valid_0's poisson: -101.424 valid_0's quantile: 3.27262
[57] valid_0's poisson: -101.494 valid_0's quantile: 3.27126
[58] valid_0's poisson: -101.422 valid_0's quantile: 3.27571
[59] valid_0's poisson: -101.424 valid_0's quantile: 3.27166
[60] valid_0's poisson: -101.486 valid_0's quantile: 3.27419
[61] valid_0's poisson: -101.484 valid_0's quantile: 3.27383
[62] valid_0's poisson: -101.475 valid_0's quantile: 3.27243
[63] valid_0's poisson: -101.508 valid_0's quantile: 3.27401
[64] valid_0's poisson: -101.496 valid_0's quantile: 3.27236
[65] valid_0's poisson: -101.489 valid_0's quantile: 3.27489
[66] valid_0's poisson: -101.48 valid_0's quantile: 3.27366
[67] valid_0's poisson: -101.441 valid_0's quantile: 3.27568
[68] valid_0's poisson: -101.561 valid_0's quantile: 3.26818
[69] valid_0's poisson: -101.547 valid_0's quantile: 3.27231
[70] valid_0's poisson: -101.439 valid_0's quantile: 3.26447
[71] valid_0's poisson: -101.478 valid_0's quantile: 3.26133
[72] valid_0's poisson: -101.481 valid_0's quantile: 3.25749
[73] valid_0's poisson: -101.447 valid_0's quantile: 3.26171
[74] valid_0's poisson: -101.496 valid_0's quantile: 3.27282
[75] valid_0's poisson: -101.497 valid_0's quantile: 3.27283
[76] valid_0's poisson: -101.54 valid_0's quantile: 3.26916
[77] valid_0's poisson: -101.535 valid_0's quantile: 3.2692
[78] valid_0's poisson: -101.553 valid_0's quantile: 3.27264
[79] valid_0's poisson: -101.567 valid_0's quantile: 3.27306
[80] valid_0's poisson: -101.588 valid_0's quantile: 3.27736
[81] valid_0's poisson: -101.577 valid_0's quantile: 3.27945
[82] valid_0's poisson: -101.574 valid_0's quantile: 3.28012
[83] valid_0's poisson: -101.568 valid_0's quantile: 3.28323
[84] valid_0's poisson: -101.574 valid_0's quantile: 3.28284
[85] valid_0's poisson: -101.578 valid_0's quantile: 3.28331
[86] valid_0's poisson: -101.412 valid_0's quantile: 3.28372
[87] valid_0's poisson: -101.416 valid_0's quantile: 3.28506
[88] valid_0's poisson: -101.395 valid_0's quantile: 3.28437
[89] valid_0's poisson: -101.467 valid_0's quantile: 3.28625
[90] valid_0's poisson: -101.478 valid_0's quantile: 3.28509
[91] valid_0's poisson: -101.472 valid_0's quantile: 3.28147
[92] valid_0's poisson: -101.462 valid_0's quantile: 3.28924
[93] valid_0's poisson: -101.578 valid_0's quantile: 3.28365
[94] valid_0's poisson: -101.568 valid_0's quantile: 3.2807
[95] valid_0's poisson: -101.607 valid_0's quantile: 3.27895
[96] valid_0's poisson: -101.606 valid_0's quantile: 3.27811
[97] valid_0's poisson: -101.717 valid_0's quantile: 3.27605
[98] valid_0's poisson: -101.725 valid_0's quantile: 3.27473
[99] valid_0's poisson: -101.694 valid_0's quantile: 3.27508
[100] valid_0's poisson: -101.714 valid_0's quantile: 3.27296
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -62.2765 valid_0's quantile: 11.6611
[2] valid_0's poisson: -62.405 valid_0's quantile: 11.6234
[3] valid_0's poisson: -62.5328 valid_0's quantile: 11.5858
[4] valid_0's poisson: -62.6595 valid_0's quantile: 11.5486
[5] valid_0's poisson: -62.7856 valid_0's quantile: 11.5115
[6] valid_0's poisson: -62.9105 valid_0's quantile: 11.4747
[7] valid_0's poisson: -63.032 valid_0's quantile: 11.439
[8] valid_0's poisson: -63.1552 valid_0's quantile: 11.4027
[9] valid_0's poisson: -63.2775 valid_0's quantile: 11.3666
[10] valid_0's poisson: -63.3861 valid_0's quantile: 11.3322
[11] valid_0's poisson: -63.5068 valid_0's quantile: 11.2965
[12] valid_0's poisson: -63.6138 valid_0's quantile: 11.2627
[13] valid_0's poisson: -63.7337 valid_0's quantile: 11.2276
[14] valid_0's poisson: -63.8528 valid_0's quantile: 11.1927
[15] valid_0's poisson: -63.9711 valid_0's quantile: 11.158
[16] valid_0's poisson: -64.0877 valid_0's quantile: 11.1238
[17] valid_0's poisson: -64.2034 valid_0's quantile: 11.0897
[18] valid_0's poisson: -64.3195 valid_0's quantile: 11.0556
[19] valid_0's poisson: -64.4364 valid_0's quantile: 11.0216
[20] valid_0's poisson: -64.5526 valid_0's quantile: 10.9881
[21] valid_0's poisson: -64.6645 valid_0's quantile: 10.9551
[22] valid_0's poisson: -64.7767 valid_0's quantile: 10.9223
[23] valid_0's poisson: -64.8873 valid_0's quantile: 10.8896
[24] valid_0's poisson: -64.9991 valid_0's quantile: 10.857
[25] valid_0's poisson: -65.1095 valid_0's quantile: 10.8249
[26] valid_0's poisson: -65.2184 valid_0's quantile: 10.7931
[27] valid_0's poisson: -65.3281 valid_0's quantile: 10.7616
[28] valid_0's poisson: -65.4356 valid_0's quantile: 10.7302
[29] valid_0's poisson: -65.5434 valid_0's quantile: 10.6992
[30] valid_0's poisson: -65.6495 valid_0's quantile: 10.6684
[31] valid_0's poisson: -65.7559 valid_0's quantile: 10.6377
[32] valid_0's poisson: -65.8617 valid_0's quantile: 10.6072
[33] valid_0's poisson: -65.9665 valid_0's quantile: 10.577
[34] valid_0's poisson: -66.0726 valid_0's quantile: 10.5468
[35] valid_0's poisson: -66.1785 valid_0's quantile: 10.5167
[36] valid_0's poisson: -66.2834 valid_0's quantile: 10.487
[37] valid_0's poisson: -66.3857 valid_0's quantile: 10.4577
[38] valid_0's poisson: -66.4907 valid_0's quantile: 10.4282
[39] valid_0's poisson: -66.5937 valid_0's quantile: 10.3995
[40] valid_0's poisson: -66.6952 valid_0's quantile: 10.3709
[41] valid_0's poisson: -66.7969 valid_0's quantile: 10.3425
[42] valid_0's poisson: -66.8971 valid_0's quantile: 10.3144
[43] valid_0's poisson: -66.9974 valid_0's quantile: 10.2867
[44] valid_0's poisson: -67.1004 valid_0's quantile: 10.2587
[45] valid_0's poisson: -67.2021 valid_0's quantile: 10.2311
[46] valid_0's poisson: -67.3039 valid_0's quantile: 10.2035
[47] valid_0's poisson: -67.4044 valid_0's quantile: 10.176
[48] valid_0's poisson: -67.4923 valid_0's quantile: 10.1504
[49] valid_0's poisson: -67.5922 valid_0's quantile: 10.1232
[50] valid_0's poisson: -67.6915 valid_0's quantile: 10.0962
[51] valid_0's poisson: -67.7903 valid_0's quantile: 10.0693
[52] valid_0's poisson: -67.8885 valid_0's quantile: 10.0427
[53] valid_0's poisson: -67.9971 valid_0's quantile: 10.0132
[54] valid_0's poisson: -68.1051 valid_0's quantile: 9.98375
[55] valid_0's poisson: -68.2124 valid_0's quantile: 9.95456
[56] valid_0's poisson: -68.3074 valid_0's quantile: 9.92718
[57] valid_0's poisson: -68.4135 valid_0's quantile: 9.89865
[58] valid_0's poisson: -68.5094 valid_0's quantile: 9.87305
[59] valid_0's poisson: -68.6047 valid_0's quantile: 9.84767
[60] valid_0's poisson: -68.7091 valid_0's quantile: 9.81961
[61] valid_0's poisson: -68.8129 valid_0's quantile: 9.79177
[62] valid_0's poisson: -68.9067 valid_0's quantile: 9.76689
[63] valid_0's poisson: -68.9999 valid_0's quantile: 9.74212
[64] valid_0's poisson: -69.0924 valid_0's quantile: 9.71754
[65] valid_0's poisson: -69.1939 valid_0's quantile: 9.69001
[66] valid_0's poisson: -69.284 valid_0's quantile: 9.66423
[67] valid_0's poisson: -69.3843 valid_0's quantile: 9.63727
[68] valid_0's poisson: -69.4827 valid_0's quantile: 9.61093
[69] valid_0's poisson: -69.582 valid_0's quantile: 9.58482
[70] valid_0's poisson: -69.681 valid_0's quantile: 9.55898
[71] valid_0's poisson: -69.7794 valid_0's quantile: 9.53331
[72] valid_0's poisson: -69.8773 valid_0's quantile: 9.50777
[73] valid_0's poisson: -69.9746 valid_0's quantile: 9.48243
[74] valid_0's poisson: -70.0713 valid_0's quantile: 9.45718
[75] valid_0's poisson: -70.1675 valid_0's quantile: 9.43214
[76] valid_0's poisson: -70.2631 valid_0's quantile: 9.40722
[77] valid_0's poisson: -70.3574 valid_0's quantile: 9.38228
[78] valid_0's poisson: -70.452 valid_0's quantile: 9.35796
[79] valid_0's poisson: -70.5438 valid_0's quantile: 9.33385
[80] valid_0's poisson: -70.6462 valid_0's quantile: 9.30889
[81] valid_0's poisson: -70.7475 valid_0's quantile: 9.28394
[82] valid_0's poisson: -70.8483 valid_0's quantile: 9.25908
[83] valid_0's poisson: -70.9485 valid_0's quantile: 9.23432
[84] valid_0's poisson: -71.0481 valid_0's quantile: 9.20967
[85] valid_0's poisson: -71.1472 valid_0's quantile: 9.18532
[86] valid_0's poisson: -71.2467 valid_0's quantile: 9.16105
[87] valid_0's poisson: -71.3448 valid_0's quantile: 9.13697
[88] valid_0's poisson: -71.4434 valid_0's quantile: 9.11286
[89] valid_0's poisson: -71.5405 valid_0's quantile: 9.08899
[90] valid_0's poisson: -71.6372 valid_0's quantile: 9.06541
[91] valid_0's poisson: -71.7346 valid_0's quantile: 9.0416
[92] valid_0's poisson: -71.8365 valid_0's quantile: 9.01715
[93] valid_0's poisson: -71.9368 valid_0's quantile: 8.99318
[94] valid_0's poisson: -72.0377 valid_0's quantile: 8.96897
[95] valid_0's poisson: -72.1323 valid_0's quantile: 8.94591
[96] valid_0's poisson: -72.2308 valid_0's quantile: 8.9223
[97] valid_0's poisson: -72.3301 valid_0's quantile: 8.89853
[98] valid_0's poisson: -72.4284 valid_0's quantile: 8.87462
[99] valid_0's poisson: -72.5261 valid_0's quantile: 8.8508
[100] valid_0's poisson: -72.6233 valid_0's quantile: 8.82718
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -62.2785 valid_0's quantile: 11.6611
[2] valid_0's poisson: -62.3954 valid_0's quantile: 11.6251
[3] valid_0's poisson: -62.5114 valid_0's quantile: 11.5893
[4] valid_0's poisson: -62.6266 valid_0's quantile: 11.5538
[5] valid_0's poisson: -62.7409 valid_0's quantile: 11.5185
[6] valid_0's poisson: -62.8545 valid_0's quantile: 11.4834
[7] valid_0's poisson: -62.9839 valid_0's quantile: 11.4462
[8] valid_0's poisson: -63.1125 valid_0's quantile: 11.4094
[9] valid_0's poisson: -63.2403 valid_0's quantile: 11.3727
[10] valid_0's poisson: -63.3504 valid_0's quantile: 11.3383
[11] valid_0's poisson: -63.4765 valid_0's quantile: 11.3021
[12] valid_0's poisson: -63.6017 valid_0's quantile: 11.266
[13] valid_0's poisson: -63.7261 valid_0's quantile: 11.2306
[14] valid_0's poisson: -63.8497 valid_0's quantile: 11.1953
[15] valid_0's poisson: -63.9725 valid_0's quantile: 11.1601
[16] valid_0's poisson: -64.0945 valid_0's quantile: 11.1251
[17] valid_0's poisson: -64.2156 valid_0's quantile: 11.0903
[18] valid_0's poisson: -64.336 valid_0's quantile: 11.0559
[19] valid_0's poisson: -64.44 valid_0's quantile: 11.0239
[20] valid_0's poisson: -64.5589 valid_0's quantile: 10.9902
[21] valid_0's poisson: -64.677 valid_0's quantile: 10.9567
[22] valid_0's poisson: -64.7943 valid_0's quantile: 10.9233
[23] valid_0's poisson: -64.9109 valid_0's quantile: 10.8901
[24] valid_0's poisson: -65.0268 valid_0's quantile: 10.8571
[25] valid_0's poisson: -65.1378 valid_0's quantile: 10.8253
[26] valid_0's poisson: -65.2373 valid_0's quantile: 10.7951
[27] valid_0's poisson: -65.3323 valid_0's quantile: 10.7658
[28] valid_0's poisson: -65.4454 valid_0's quantile: 10.734
[29] valid_0's poisson: -65.5541 valid_0's quantile: 10.7032
[30] valid_0's poisson: -65.6621 valid_0's quantile: 10.6727
[31] valid_0's poisson: -65.7734 valid_0's quantile: 10.6415
[32] valid_0's poisson: -65.8802 valid_0's quantile: 10.6112
[33] valid_0's poisson: -65.9904 valid_0's quantile: 10.5804
[34] valid_0's poisson: -66.0959 valid_0's quantile: 10.5505
[35] valid_0's poisson: -66.2049 valid_0's quantile: 10.5203
[36] valid_0's poisson: -66.3096 valid_0's quantile: 10.4908
[37] valid_0's poisson: -66.418 valid_0's quantile: 10.4608
[38] valid_0's poisson: -66.5214 valid_0's quantile: 10.432
[39] valid_0's poisson: -66.6243 valid_0's quantile: 10.4036
[40] valid_0's poisson: -66.7309 valid_0's quantile: 10.3747
[41] valid_0's poisson: -66.8326 valid_0's quantile: 10.3467
[42] valid_0's poisson: -66.9374 valid_0's quantile: 10.3183
[43] valid_0's poisson: -67.0251 valid_0's quantile: 10.2926
[44] valid_0's poisson: -67.1294 valid_0's quantile: 10.2646
[45] valid_0's poisson: -67.2346 valid_0's quantile: 10.2368
[46] valid_0's poisson: -67.3392 valid_0's quantile: 10.2091
[47] valid_0's poisson: -67.4418 valid_0's quantile: 10.1816
[48] valid_0's poisson: -67.5452 valid_0's quantile: 10.1541
[49] valid_0's poisson: -67.6466 valid_0's quantile: 10.1268
[50] valid_0's poisson: -67.7488 valid_0's quantile: 10.0997
[51] valid_0's poisson: -67.8504 valid_0's quantile: 10.0727
[52] valid_0's poisson: -67.9382 valid_0's quantile: 10.0477
[53] valid_0's poisson: -68.048 valid_0's quantile: 10.0176
[54] valid_0's poisson: -68.1571 valid_0's quantile: 9.98757
[55] valid_0's poisson: -68.2655 valid_0's quantile: 9.9577
[56] valid_0's poisson: -68.3733 valid_0's quantile: 9.92835
[57] valid_0's poisson: -68.4805 valid_0's quantile: 9.89928
[58] valid_0's poisson: -68.5869 valid_0's quantile: 9.87034
[59] valid_0's poisson: -68.6928 valid_0's quantile: 9.8415
[60] valid_0's poisson: -68.7979 valid_0's quantile: 9.81282
[61] valid_0's poisson: -68.8917 valid_0's quantile: 9.78584
[62] valid_0's poisson: -68.9956 valid_0's quantile: 9.75756
[63] valid_0's poisson: -69.0989 valid_0's quantile: 9.72961
[64] valid_0's poisson: -69.2016 valid_0's quantile: 9.70178
[65] valid_0's poisson: -69.3037 valid_0's quantile: 9.67469
[66] valid_0's poisson: -69.4052 valid_0's quantile: 9.64773
[67] valid_0's poisson: -69.5061 valid_0's quantile: 9.62103
[68] valid_0's poisson: -69.6063 valid_0's quantile: 9.59446
[69] valid_0's poisson: -69.6968 valid_0's quantile: 9.56935
[70] valid_0's poisson: -69.7959 valid_0's quantile: 9.54311
[71] valid_0's poisson: -69.8852 valid_0's quantile: 9.51829
[72] valid_0's poisson: -69.974 valid_0's quantile: 9.49366
[73] valid_0's poisson: -70.0622 valid_0's quantile: 9.46914
[74] valid_0's poisson: -70.1499 valid_0's quantile: 9.44482
[75] valid_0's poisson: -70.2464 valid_0's quantile: 9.41963
[76] valid_0's poisson: -70.3424 valid_0's quantile: 9.39474
[77] valid_0's poisson: -70.4378 valid_0's quantile: 9.37
[78] valid_0's poisson: -70.5327 valid_0's quantile: 9.34542
[79] valid_0's poisson: -70.6292 valid_0's quantile: 9.3204
[80] valid_0's poisson: -70.7252 valid_0's quantile: 9.29551
[81] valid_0's poisson: -70.8206 valid_0's quantile: 9.27085
[82] valid_0's poisson: -70.9155 valid_0's quantile: 9.2463
[83] valid_0's poisson: -71.0099 valid_0's quantile: 9.22196
[84] valid_0's poisson: -71.1037 valid_0's quantile: 9.19772
[85] valid_0's poisson: -71.1969 valid_0's quantile: 9.17358
[86] valid_0's poisson: -71.2897 valid_0's quantile: 9.14953
[87] valid_0's poisson: -71.3819 valid_0's quantile: 9.1256
[88] valid_0's poisson: -71.4736 valid_0's quantile: 9.10186
[89] valid_0's poisson: -71.5766 valid_0's quantile: 9.077
[90] valid_0's poisson: -71.679 valid_0's quantile: 9.05223
[91] valid_0's poisson: -71.7824 valid_0's quantile: 9.02676
[92] valid_0's poisson: -71.8853 valid_0's quantile: 9.0015
[93] valid_0's poisson: -71.9877 valid_0's quantile: 8.97575
[94] valid_0's poisson: -72.0896 valid_0's quantile: 8.9501
[95] valid_0's poisson: -72.1908 valid_0's quantile: 8.92464
[96] valid_0's poisson: -72.2916 valid_0's quantile: 8.8993
[97] valid_0's poisson: -72.388 valid_0's quantile: 8.87485
[98] valid_0's poisson: -72.4877 valid_0's quantile: 8.85006
[99] valid_0's poisson: -72.5868 valid_0's quantile: 8.8254
[100] valid_0's poisson: -72.6851 valid_0's quantile: 8.80206
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -62.9087 valid_0's quantile: 11.6519
[2] valid_0's poisson: -63.0235 valid_0's quantile: 11.6148
[3] valid_0's poisson: -63.1373 valid_0's quantile: 11.5779
[4] valid_0's poisson: -63.2503 valid_0's quantile: 11.5413
[5] valid_0's poisson: -63.3624 valid_0's quantile: 11.5049
[6] valid_0's poisson: -63.4736 valid_0's quantile: 11.4688
[7] valid_0's poisson: -63.598 valid_0's quantile: 11.4309
[8] valid_0's poisson: -63.7075 valid_0's quantile: 11.3951
[9] valid_0's poisson: -63.8302 valid_0's quantile: 11.3577
[10] valid_0's poisson: -63.952 valid_0's quantile: 11.3206
[11] valid_0's poisson: -64.073 valid_0's quantile: 11.2836
[12] valid_0's poisson: -64.1791 valid_0's quantile: 11.2488
[13] valid_0's poisson: -64.2985 valid_0's quantile: 11.2122
[14] valid_0's poisson: -64.417 valid_0's quantile: 11.1764
[15] valid_0's poisson: -64.5347 valid_0's quantile: 11.1407
[16] valid_0's poisson: -64.638 valid_0's quantile: 11.107
[17] valid_0's poisson: -64.7542 valid_0's quantile: 11.0717
[18] valid_0's poisson: -64.8696 valid_0's quantile: 11.0365
[19] valid_0's poisson: -64.9842 valid_0's quantile: 11.0017
[20] valid_0's poisson: -65.0853 valid_0's quantile: 10.969
[21] valid_0's poisson: -65.1974 valid_0's quantile: 10.9352
[22] valid_0's poisson: -65.3097 valid_0's quantile: 10.9014
[23] valid_0's poisson: -65.4229 valid_0's quantile: 10.8674
[24] valid_0's poisson: -65.5329 valid_0's quantile: 10.8341
[25] valid_0's poisson: -65.6317 valid_0's quantile: 10.8026
[26] valid_0's poisson: -65.7427 valid_0's quantile: 10.7697
[27] valid_0's poisson: -65.8516 valid_0's quantile: 10.7374
[28] valid_0's poisson: -65.9588 valid_0's quantile: 10.7053
[29] valid_0's poisson: -66.0663 valid_0's quantile: 10.6736
[30] valid_0's poisson: -66.1745 valid_0's quantile: 10.6417
[31] valid_0's poisson: -66.2704 valid_0's quantile: 10.6118
[32] valid_0's poisson: -66.376 valid_0's quantile: 10.5807
[33] valid_0's poisson: -66.4797 valid_0's quantile: 10.5497
[34] valid_0's poisson: -66.584 valid_0's quantile: 10.5189
[35] valid_0's poisson: -66.6864 valid_0's quantile: 10.4885
[36] valid_0's poisson: -66.7894 valid_0's quantile: 10.4583
[37] valid_0's poisson: -66.8817 valid_0's quantile: 10.4297
[38] valid_0's poisson: -66.9823 valid_0's quantile: 10.3999
[39] valid_0's poisson: -67.0834 valid_0's quantile: 10.3707
[40] valid_0's poisson: -67.185 valid_0's quantile: 10.3412
[41] valid_0's poisson: -67.2849 valid_0's quantile: 10.3124
[42] valid_0's poisson: -67.383 valid_0's quantile: 10.2839
[43] valid_0's poisson: -67.4713 valid_0's quantile: 10.2572
[44] valid_0's poisson: -67.5694 valid_0's quantile: 10.2292
[45] valid_0's poisson: -67.6657 valid_0's quantile: 10.2013
[46] valid_0's poisson: -67.7627 valid_0's quantile: 10.1736
[47] valid_0's poisson: -67.8603 valid_0's quantile: 10.1455
[48] valid_0's poisson: -67.9551 valid_0's quantile: 10.1179
[49] valid_0's poisson: -68.039 valid_0's quantile: 10.0921
[50] valid_0's poisson: -68.1327 valid_0's quantile: 10.0649
[51] valid_0's poisson: -68.2282 valid_0's quantile: 10.0375
[52] valid_0's poisson: -68.324 valid_0's quantile: 10.0103
[53] valid_0's poisson: -68.4192 valid_0's quantile: 9.98315
[54] valid_0's poisson: -68.5138 valid_0's quantile: 9.95629
[55] valid_0's poisson: -68.6078 valid_0's quantile: 9.92965
[56] valid_0's poisson: -68.7013 valid_0's quantile: 9.9033
[57] valid_0's poisson: -68.7941 valid_0's quantile: 9.87709
[58] valid_0's poisson: -68.8772 valid_0's quantile: 9.85235
[59] valid_0's poisson: -68.969 valid_0's quantile: 9.82648
[60] valid_0's poisson: -69.0633 valid_0's quantile: 9.80067
[61] valid_0's poisson: -69.154 valid_0's quantile: 9.77534
[62] valid_0's poisson: -69.2473 valid_0's quantile: 9.74973
[63] valid_0's poisson: -69.34 valid_0's quantile: 9.7243
[64] valid_0's poisson: -69.4293 valid_0's quantile: 9.69941
[65] valid_0's poisson: -69.521 valid_0's quantile: 9.67435
[66] valid_0's poisson: -69.6094 valid_0's quantile: 9.64985
[67] valid_0's poisson: -69.698 valid_0's quantile: 9.62535
[68] valid_0's poisson: -69.7972 valid_0's quantile: 9.59757
[69] valid_0's poisson: -69.8936 valid_0's quantile: 9.57011
[70] valid_0's poisson: -69.9918 valid_0's quantile: 9.54265
[71] valid_0's poisson: -70.0893 valid_0's quantile: 9.51532
[72] valid_0's poisson: -70.184 valid_0's quantile: 9.48848
[73] valid_0's poisson: -70.2805 valid_0's quantile: 9.46149
[74] valid_0's poisson: -70.3765 valid_0's quantile: 9.43488
[75] valid_0's poisson: -70.47 valid_0's quantile: 9.40855
[76] valid_0's poisson: -70.565 valid_0's quantile: 9.38269
[77] valid_0's poisson: -70.6576 valid_0's quantile: 9.35724
[78] valid_0's poisson: -70.7516 valid_0's quantile: 9.33174
[79] valid_0's poisson: -70.845 valid_0's quantile: 9.30634
[80] valid_0's poisson: -70.9365 valid_0's quantile: 9.28116
[81] valid_0's poisson: -71.0291 valid_0's quantile: 9.25606
[82] valid_0's poisson: -71.1211 valid_0's quantile: 9.23107
[83] valid_0's poisson: -71.2158 valid_0's quantile: 9.20599
[84] valid_0's poisson: -71.3053 valid_0's quantile: 9.18127
[85] valid_0's poisson: -71.399 valid_0's quantile: 9.15646
[86] valid_0's poisson: -71.4923 valid_0's quantile: 9.13179
[87] valid_0's poisson: -71.5849 valid_0's quantile: 9.1073
[88] valid_0's poisson: -71.6775 valid_0's quantile: 9.08248
[89] valid_0's poisson: -71.7676 valid_0's quantile: 9.05781
[90] valid_0's poisson: -71.8491 valid_0's quantile: 9.03638
[91] valid_0's poisson: -71.9508 valid_0's quantile: 9.01099
[92] valid_0's poisson: -72.052 valid_0's quantile: 8.98578
[93] valid_0's poisson: -72.1526 valid_0's quantile: 8.96101
[94] valid_0's poisson: -72.2528 valid_0's quantile: 8.93617
[95] valid_0's poisson: -72.3524 valid_0's quantile: 8.9115
[96] valid_0's poisson: -72.4517 valid_0's quantile: 8.88714
[97] valid_0's poisson: -72.5504 valid_0's quantile: 8.8627
[98] valid_0's poisson: -72.6485 valid_0's quantile: 8.83852
[99] valid_0's poisson: -72.7464 valid_0's quantile: 8.8144
[100] valid_0's poisson: -72.8438 valid_0's quantile: 8.79036
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -63.5495 valid_0's quantile: 11.6429
[2] valid_0's poisson: -63.6764 valid_0's quantile: 11.6048
[3] valid_0's poisson: -63.8025 valid_0's quantile: 11.5669
[4] valid_0's poisson: -63.9277 valid_0's quantile: 11.5291
[5] valid_0's poisson: -64.0519 valid_0's quantile: 11.4915
[6] valid_0's poisson: -64.1636 valid_0's quantile: 11.4558
[7] valid_0's poisson: -64.2861 valid_0's quantile: 11.4186
[8] valid_0's poisson: -64.4078 valid_0's quantile: 11.3818
[9] valid_0's poisson: -64.5169 valid_0's quantile: 11.3467
[10] valid_0's poisson: -64.637 valid_0's quantile: 11.3101
[11] valid_0's poisson: -64.7562 valid_0's quantile: 11.2739
[12] valid_0's poisson: -64.8746 valid_0's quantile: 11.2378
[13] valid_0's poisson: -64.9921 valid_0's quantile: 11.2019
[14] valid_0's poisson: -65.1088 valid_0's quantile: 11.1662
[15] valid_0's poisson: -65.2248 valid_0's quantile: 11.1307
[16] valid_0's poisson: -65.3399 valid_0's quantile: 11.0959
[17] valid_0's poisson: -65.4542 valid_0's quantile: 11.0613
[18] valid_0's poisson: -65.5678 valid_0's quantile: 11.0269
[19] valid_0's poisson: -65.6806 valid_0's quantile: 10.9926
[20] valid_0's poisson: -65.7926 valid_0's quantile: 10.9585
[21] valid_0's poisson: -65.9061 valid_0's quantile: 10.9245
[22] valid_0's poisson: -66.0187 valid_0's quantile: 10.8908
[23] valid_0's poisson: -66.1306 valid_0's quantile: 10.8574
[24] valid_0's poisson: -66.2418 valid_0's quantile: 10.8243
[25] valid_0's poisson: -66.3522 valid_0's quantile: 10.7913
[26] valid_0's poisson: -66.45 valid_0's quantile: 10.7602
[27] valid_0's poisson: -66.547 valid_0's quantile: 10.7293
[28] valid_0's poisson: -66.6554 valid_0's quantile: 10.6972
[29] valid_0's poisson: -66.7631 valid_0's quantile: 10.6654
[30] valid_0's poisson: -66.8701 valid_0's quantile: 10.6338
[31] valid_0's poisson: -66.9772 valid_0's quantile: 10.6025
[32] valid_0's poisson: -67.0836 valid_0's quantile: 10.5715
[33] valid_0's poisson: -67.1885 valid_0's quantile: 10.5407
[34] valid_0's poisson: -67.2936 valid_0's quantile: 10.5101
[35] valid_0's poisson: -67.3867 valid_0's quantile: 10.481
[36] valid_0's poisson: -67.4905 valid_0's quantile: 10.4508
[37] valid_0's poisson: -67.5928 valid_0's quantile: 10.4207
[38] valid_0's poisson: -67.6953 valid_0's quantile: 10.391
[39] valid_0's poisson: -67.7972 valid_0's quantile: 10.3615
[40] valid_0's poisson: -67.8976 valid_0's quantile: 10.332
[41] valid_0's poisson: -67.9983 valid_0's quantile: 10.3029
[42] valid_0's poisson: -68.0974 valid_0's quantile: 10.2743
[43] valid_0's poisson: -68.1968 valid_0's quantile: 10.2459
[44] valid_0's poisson: -68.2948 valid_0's quantile: 10.2177
[45] valid_0's poisson: -68.393 valid_0's quantile: 10.1897
[46] valid_0's poisson: -68.4906 valid_0's quantile: 10.1622
[47] valid_0's poisson: -68.5867 valid_0's quantile: 10.1349
[48] valid_0's poisson: -68.6831 valid_0's quantile: 10.1078
[49] valid_0's poisson: -68.779 valid_0's quantile: 10.0808
[50] valid_0's poisson: -68.8743 valid_0's quantile: 10.054
[51] valid_0's poisson: -68.969 valid_0's quantile: 10.0273
[52] valid_0's poisson: -69.0631 valid_0's quantile: 10.0007
[53] valid_0's poisson: -69.1566 valid_0's quantile: 9.97436
[54] valid_0's poisson: -69.2497 valid_0's quantile: 9.94815
[55] valid_0's poisson: -69.3331 valid_0's quantile: 9.92336
[56] valid_0's poisson: -69.4161 valid_0's quantile: 9.89875
[57] valid_0's poisson: -69.5076 valid_0's quantile: 9.87315
[58] valid_0's poisson: -69.5898 valid_0's quantile: 9.84884
[59] valid_0's poisson: -69.6715 valid_0's quantile: 9.82478
[60] valid_0's poisson: -69.7615 valid_0's quantile: 9.79976
[61] valid_0's poisson: -69.8422 valid_0's quantile: 9.77603
[62] valid_0's poisson: -69.9322 valid_0's quantile: 9.7487
[63] valid_0's poisson: -70.0185 valid_0's quantile: 9.72163
[64] valid_0's poisson: -70.1075 valid_0's quantile: 9.69455
[65] valid_0's poisson: -70.1958 valid_0's quantile: 9.66766
[66] valid_0's poisson: -70.2884 valid_0's quantile: 9.64022
[67] valid_0's poisson: -70.3804 valid_0's quantile: 9.61307
[68] valid_0's poisson: -70.4762 valid_0's quantile: 9.58539
[69] valid_0's poisson: -70.5713 valid_0's quantile: 9.55784
[70] valid_0's poisson: -70.6659 valid_0's quantile: 9.53054
[71] valid_0's poisson: -70.76 valid_0's quantile: 9.50348
[72] valid_0's poisson: -70.8421 valid_0's quantile: 9.47819
[73] valid_0's poisson: -70.9408 valid_0's quantile: 9.45145
[74] valid_0's poisson: -71.0422 valid_0's quantile: 9.42447
[75] valid_0's poisson: -71.143 valid_0's quantile: 9.39819
[76] valid_0's poisson: -71.2399 valid_0's quantile: 9.37254
[77] valid_0's poisson: -71.345 valid_0's quantile: 9.34571
[78] valid_0's poisson: -71.4494 valid_0's quantile: 9.31898
[79] valid_0's poisson: -71.5533 valid_0's quantile: 9.29235
[80] valid_0's poisson: -71.6565 valid_0's quantile: 9.26587
[81] valid_0's poisson: -71.7592 valid_0's quantile: 9.2395
[82] valid_0's poisson: -71.8576 valid_0's quantile: 9.21378
[83] valid_0's poisson: -71.9554 valid_0's quantile: 9.18815
[84] valid_0's poisson: -72.0526 valid_0's quantile: 9.16274
[85] valid_0's poisson: -72.1506 valid_0's quantile: 9.1372
[86] valid_0's poisson: -72.251 valid_0's quantile: 9.11146
[87] valid_0's poisson: -72.3507 valid_0's quantile: 9.08591
[88] valid_0's poisson: -72.45 valid_0's quantile: 9.06046
[89] valid_0's poisson: -72.5486 valid_0's quantile: 9.03522
[90] valid_0's poisson: -72.6468 valid_0's quantile: 9.01015
[91] valid_0's poisson: -72.7325 valid_0's quantile: 8.98876
[92] valid_0's poisson: -72.8179 valid_0's quantile: 8.96746
[93] valid_0's poisson: -72.9124 valid_0's quantile: 8.94323
[94] valid_0's poisson: -73.0087 valid_0's quantile: 8.91871
[95] valid_0's poisson: -73.1045 valid_0's quantile: 8.89438
[96] valid_0's poisson: -73.1977 valid_0's quantile: 8.87062
[97] valid_0's poisson: -73.2925 valid_0's quantile: 8.84654
[98] valid_0's poisson: -73.3848 valid_0's quantile: 8.82315
[99] valid_0's poisson: -73.4787 valid_0's quantile: 8.79953
[100] valid_0's poisson: -73.5702 valid_0's quantile: 8.77641
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -62.2754 valid_0's quantile: 11.6612
[2] valid_0's poisson: -62.3892 valid_0's quantile: 11.6253
[3] valid_0's poisson: -62.5021 valid_0's quantile: 11.5896
[4] valid_0's poisson: -62.6142 valid_0's quantile: 11.5542
[5] valid_0's poisson: -62.7255 valid_0's quantile: 11.5191
[6] valid_0's poisson: -62.836 valid_0's quantile: 11.4841
[7] valid_0's poisson: -62.9457 valid_0's quantile: 11.4494
[8] valid_0's poisson: -63.0545 valid_0's quantile: 11.4149
[9] valid_0's poisson: -63.1626 valid_0's quantile: 11.3805
[10] valid_0's poisson: -63.27 valid_0's quantile: 11.3463
[11] valid_0's poisson: -63.3765 valid_0's quantile: 11.3124
[12] valid_0's poisson: -63.4823 valid_0's quantile: 11.2786
[13] valid_0's poisson: -63.5874 valid_0's quantile: 11.2455
[14] valid_0's poisson: -63.6917 valid_0's quantile: 11.2125
[15] valid_0's poisson: -63.7952 valid_0's quantile: 11.1797
[16] valid_0's poisson: -63.8981 valid_0's quantile: 11.1471
[17] valid_0's poisson: -64.0018 valid_0's quantile: 11.1145
[18] valid_0's poisson: -64.1032 valid_0's quantile: 11.0826
[19] valid_0's poisson: -64.2055 valid_0's quantile: 11.0507
[20] valid_0's poisson: -64.3056 valid_0's quantile: 11.0194
[21] valid_0's poisson: -64.4065 valid_0's quantile: 10.9881
[22] valid_0's poisson: -64.5052 valid_0's quantile: 10.9571
[23] valid_0's poisson: -64.6032 valid_0's quantile: 10.9262
[24] valid_0's poisson: -64.7021 valid_0's quantile: 10.8955
[25] valid_0's poisson: -64.7989 valid_0's quantile: 10.8652
[26] valid_0's poisson: -64.8965 valid_0's quantile: 10.8352
[27] valid_0's poisson: -64.9919 valid_0's quantile: 10.8055
[28] valid_0's poisson: -65.0883 valid_0's quantile: 10.7759
[29] valid_0's poisson: -65.1824 valid_0's quantile: 10.7467
[30] valid_0's poisson: -65.2786 valid_0's quantile: 10.7176
[31] valid_0's poisson: -65.3913 valid_0's quantile: 10.6864
[32] valid_0's poisson: -65.5023 valid_0's quantile: 10.6552
[33] valid_0's poisson: -65.6136 valid_0's quantile: 10.6244
[34] valid_0's poisson: -65.7233 valid_0's quantile: 10.5937
[35] valid_0's poisson: -65.8333 valid_0's quantile: 10.5633
[36] valid_0's poisson: -65.9421 valid_0's quantile: 10.5331
[37] valid_0's poisson: -66.0514 valid_0's quantile: 10.5031
[38] valid_0's poisson: -66.1442 valid_0's quantile: 10.4755
[39] valid_0's poisson: -66.2511 valid_0's quantile: 10.4463
[40] valid_0's poisson: -66.3585 valid_0's quantile: 10.4173
[41] valid_0's poisson: -66.4759 valid_0's quantile: 10.3852
[42] valid_0's poisson: -66.5809 valid_0's quantile: 10.3567
[43] valid_0's poisson: -66.6865 valid_0's quantile: 10.3284
[44] valid_0's poisson: -66.7914 valid_0's quantile: 10.3004
[45] valid_0's poisson: -66.8945 valid_0's quantile: 10.2726
[46] valid_0's poisson: -66.9983 valid_0's quantile: 10.2449
[47] valid_0's poisson: -67.0988 valid_0's quantile: 10.2175
[48] valid_0's poisson: -67.2013 valid_0's quantile: 10.1901
[49] valid_0's poisson: -67.3133 valid_0's quantile: 10.1594
[50] valid_0's poisson: -67.4253 valid_0's quantile: 10.1289
[51] valid_0's poisson: -67.5365 valid_0's quantile: 10.0985
[52] valid_0's poisson: -67.6471 valid_0's quantile: 10.0684
[53] valid_0's poisson: -67.7565 valid_0's quantile: 10.0386
[54] valid_0's poisson: -67.8658 valid_0's quantile: 10.0089
[55] valid_0's poisson: -67.9744 valid_0's quantile: 9.97934
[56] valid_0's poisson: -68.0823 valid_0's quantile: 9.94988
[57] valid_0's poisson: -68.1892 valid_0's quantile: 9.9208
[58] valid_0's poisson: -68.2923 valid_0's quantile: 9.8914
[59] valid_0's poisson: -68.3948 valid_0's quantile: 9.86236
[60] valid_0's poisson: -68.5005 valid_0's quantile: 9.83388
[61] valid_0's poisson: -68.6053 valid_0's quantile: 9.80614
[62] valid_0's poisson: -68.7062 valid_0's quantile: 9.77817
[63] valid_0's poisson: -68.8065 valid_0's quantile: 9.75031
[64] valid_0's poisson: -68.91 valid_0's quantile: 9.723
[65] valid_0's poisson: -69.0092 valid_0's quantile: 9.69555
[66] valid_0's poisson: -69.1081 valid_0's quantile: 9.66826
[67] valid_0's poisson: -69.2064 valid_0's quantile: 9.64119
[68] valid_0's poisson: -69.3042 valid_0's quantile: 9.61441
[69] valid_0's poisson: -69.3884 valid_0's quantile: 9.58947
[70] valid_0's poisson: -69.4895 valid_0's quantile: 9.56297
[71] valid_0's poisson: -69.5899 valid_0's quantile: 9.53666
[72] valid_0's poisson: -69.6867 valid_0's quantile: 9.51032
[73] valid_0's poisson: -69.7748 valid_0's quantile: 9.4858
[74] valid_0's poisson: -69.8623 valid_0's quantile: 9.46137
[75] valid_0's poisson: -69.9629 valid_0's quantile: 9.43572
[76] valid_0's poisson: -70.0629 valid_0's quantile: 9.41018
[77] valid_0's poisson: -70.1623 valid_0's quantile: 9.38492
[78] valid_0's poisson: -70.2429 valid_0's quantile: 9.36157
[79] valid_0's poisson: -70.3231 valid_0's quantile: 9.33832
[80] valid_0's poisson: -70.4027 valid_0's quantile: 9.31525
[81] valid_0's poisson: -70.4991 valid_0's quantile: 9.29032
[82] valid_0's poisson: -70.5831 valid_0's quantile: 9.26708
[83] valid_0's poisson: -70.675 valid_0's quantile: 9.24249
[84] valid_0's poisson: -70.7665 valid_0's quantile: 9.21805
[85] valid_0's poisson: -70.862 valid_0's quantile: 9.1934
[86] valid_0's poisson: -70.961 valid_0's quantile: 9.16873
[87] valid_0's poisson: -71.0514 valid_0's quantile: 9.14682
[88] valid_0's poisson: -71.1368 valid_0's quantile: 9.12542
[89] valid_0's poisson: -71.2265 valid_0's quantile: 9.10375
[90] valid_0's poisson: -71.3156 valid_0's quantile: 9.08224
[91] valid_0's poisson: -71.4043 valid_0's quantile: 9.06082
[92] valid_0's poisson: -71.5026 valid_0's quantile: 9.03627
[93] valid_0's poisson: -71.6024 valid_0's quantile: 9.01184
[94] valid_0's poisson: -71.7016 valid_0's quantile: 8.98773
[95] valid_0's poisson: -71.8007 valid_0's quantile: 8.96354
[96] valid_0's poisson: -71.8989 valid_0's quantile: 8.93984
[97] valid_0's poisson: -71.9968 valid_0's quantile: 8.91596
[98] valid_0's poisson: -72.0816 valid_0's quantile: 8.89521
[99] valid_0's poisson: -72.1787 valid_0's quantile: 8.87162
[100] valid_0's poisson: -72.275 valid_0's quantile: 8.84845
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.3102 valid_0's quantile: 11.6554
[2] valid_0's poisson: -62.4633 valid_0's quantile: 11.6128
[3] valid_0's poisson: -62.6152 valid_0's quantile: 11.5705
[4] valid_0's poisson: -62.7625 valid_0's quantile: 11.5293
[5] valid_0's poisson: -62.9124 valid_0's quantile: 11.4873
[6] valid_0's poisson: -63.0613 valid_0's quantile: 11.4456
[7] valid_0's poisson: -63.2057 valid_0's quantile: 11.4049
[8] valid_0's poisson: -63.3526 valid_0's quantile: 11.3635
[9] valid_0's poisson: -63.4985 valid_0's quantile: 11.3225
[10] valid_0's poisson: -63.64 valid_0's quantile: 11.2825
[11] valid_0's poisson: -63.7841 valid_0's quantile: 11.2419
[12] valid_0's poisson: -63.9264 valid_0's quantile: 11.2021
[13] valid_0's poisson: -64.0685 valid_0's quantile: 11.162
[14] valid_0's poisson: -64.2097 valid_0's quantile: 11.1221
[15] valid_0's poisson: -64.3467 valid_0's quantile: 11.0831
[16] valid_0's poisson: -64.4861 valid_0's quantile: 11.0435
[17] valid_0's poisson: -64.6272 valid_0's quantile: 11.0037
[18] valid_0's poisson: -64.7616 valid_0's quantile: 10.9652
[19] valid_0's poisson: -64.8983 valid_0's quantile: 10.9263
[20] valid_0's poisson: -65.0349 valid_0's quantile: 10.8875
[21] valid_0's poisson: -65.1654 valid_0's quantile: 10.8498
[22] valid_0's poisson: -65.3001 valid_0's quantile: 10.8116
[23] valid_0's poisson: -65.4365 valid_0's quantile: 10.773
[24] valid_0's poisson: -65.572 valid_0's quantile: 10.7348
[25] valid_0's poisson: -65.7018 valid_0's quantile: 10.6977
[26] valid_0's poisson: -65.836 valid_0's quantile: 10.661
[27] valid_0's poisson: -65.9696 valid_0's quantile: 10.6245
[28] valid_0's poisson: -66.0973 valid_0's quantile: 10.5891
[29] valid_0's poisson: -66.2289 valid_0's quantile: 10.553
[30] valid_0's poisson: -66.3552 valid_0's quantile: 10.5178
[31] valid_0's poisson: -66.4851 valid_0's quantile: 10.4823
[32] valid_0's poisson: -66.6149 valid_0's quantile: 10.4472
[33] valid_0's poisson: -66.7432 valid_0's quantile: 10.4126
[34] valid_0's poisson: -66.8754 valid_0's quantile: 10.3775
[35] valid_0's poisson: -66.9992 valid_0's quantile: 10.3438
[36] valid_0's poisson: -67.1262 valid_0's quantile: 10.3096
[37] valid_0's poisson: -67.2519 valid_0's quantile: 10.2755
[38] valid_0's poisson: -67.3769 valid_0's quantile: 10.2416
[39] valid_0's poisson: -67.4979 valid_0's quantile: 10.2086
[40] valid_0's poisson: -67.6215 valid_0's quantile: 10.1753
[41] valid_0's poisson: -67.7444 valid_0's quantile: 10.1423
[42] valid_0's poisson: -67.8621 valid_0's quantile: 10.1107
[43] valid_0's poisson: -67.9821 valid_0's quantile: 10.0786
[44] valid_0's poisson: -68.099 valid_0's quantile: 10.0475
[45] valid_0's poisson: -68.2166 valid_0's quantile: 10.0161
[46] valid_0's poisson: -68.3349 valid_0's quantile: 9.98403
[47] valid_0's poisson: -68.4507 valid_0's quantile: 9.95259
[48] valid_0's poisson: -68.5652 valid_0's quantile: 9.92142
[49] valid_0's poisson: -68.6815 valid_0's quantile: 9.88973
[50] valid_0's poisson: -68.797 valid_0's quantile: 9.85827
[51] valid_0's poisson: -68.9089 valid_0's quantile: 9.82834
[52] valid_0's poisson: -69.023 valid_0's quantile: 9.79788
[53] valid_0's poisson: -69.1384 valid_0's quantile: 9.76736
[54] valid_0's poisson: -69.2504 valid_0's quantile: 9.73765
[55] valid_0's poisson: -69.3646 valid_0's quantile: 9.70739
[56] valid_0's poisson: -69.4787 valid_0's quantile: 9.67737
[57] valid_0's poisson: -69.5894 valid_0's quantile: 9.64823
[58] valid_0's poisson: -69.7001 valid_0's quantile: 9.61935
[59] valid_0's poisson: -69.8103 valid_0's quantile: 9.59016
[60] valid_0's poisson: -69.9203 valid_0's quantile: 9.56081
[61] valid_0's poisson: -70.0315 valid_0's quantile: 9.5316
[62] valid_0's poisson: -70.1406 valid_0's quantile: 9.50307
[63] valid_0's poisson: -70.2503 valid_0's quantile: 9.47418
[64] valid_0's poisson: -70.3665 valid_0's quantile: 9.44484
[65] valid_0's poisson: -70.4787 valid_0's quantile: 9.41616
[66] valid_0's poisson: -70.5903 valid_0's quantile: 9.38765
[67] valid_0's poisson: -70.7029 valid_0's quantile: 9.35857
[68] valid_0's poisson: -70.8102 valid_0's quantile: 9.33133
[69] valid_0's poisson: -70.9203 valid_0's quantile: 9.30306
[70] valid_0's poisson: -71.0312 valid_0's quantile: 9.27466
[71] valid_0's poisson: -71.1415 valid_0's quantile: 9.24644
[72] valid_0's poisson: -71.2511 valid_0's quantile: 9.21834
[73] valid_0's poisson: -71.3602 valid_0's quantile: 9.19035
[74] valid_0's poisson: -71.4681 valid_0's quantile: 9.16235
[75] valid_0's poisson: -71.5804 valid_0's quantile: 9.13394
[76] valid_0's poisson: -71.6874 valid_0's quantile: 9.10727
[77] valid_0's poisson: -71.7938 valid_0's quantile: 9.08062
[78] valid_0's poisson: -71.9021 valid_0's quantile: 9.05361
[79] valid_0's poisson: -72.0073 valid_0's quantile: 9.02738
[80] valid_0's poisson: -72.1118 valid_0's quantile: 9.00089
[81] valid_0's poisson: -72.2219 valid_0's quantile: 8.97439
[82] valid_0's poisson: -72.3259 valid_0's quantile: 8.94804
[83] valid_0's poisson: -72.4295 valid_0's quantile: 8.92213
[84] valid_0's poisson: -72.5377 valid_0's quantile: 8.89571
[85] valid_0's poisson: -72.6458 valid_0's quantile: 8.8695
[86] valid_0's poisson: -72.7535 valid_0's quantile: 8.84342
[87] valid_0's poisson: -72.8627 valid_0's quantile: 8.81596
[88] valid_0's poisson: -72.9689 valid_0's quantile: 8.7903
[89] valid_0's poisson: -73.0747 valid_0's quantile: 8.76497
[90] valid_0's poisson: -73.1823 valid_0's quantile: 8.73801
[91] valid_0's poisson: -73.292 valid_0's quantile: 8.71143
[92] valid_0's poisson: -73.4012 valid_0's quantile: 8.68496
[93] valid_0's poisson: -73.5098 valid_0's quantile: 8.6587
[94] valid_0's poisson: -73.6178 valid_0's quantile: 8.63266
[95] valid_0's poisson: -73.7252 valid_0's quantile: 8.60678
[96] valid_0's poisson: -73.8321 valid_0's quantile: 8.58112
[97] valid_0's poisson: -73.9384 valid_0's quantile: 8.55556
[98] valid_0's poisson: -74.0441 valid_0's quantile: 8.53024
[99] valid_0's poisson: -74.1494 valid_0's quantile: 8.50508
[100] valid_0's poisson: -74.254 valid_0's quantile: 8.48009
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.314 valid_0's quantile: 11.6548
[2] valid_0's poisson: -62.4664 valid_0's quantile: 11.6125
[3] valid_0's poisson: -62.6178 valid_0's quantile: 11.5706
[4] valid_0's poisson: -62.7681 valid_0's quantile: 11.5289
[5] valid_0's poisson: -62.9174 valid_0's quantile: 11.4875
[6] valid_0's poisson: -63.0657 valid_0's quantile: 11.4462
[7] valid_0's poisson: -63.213 valid_0's quantile: 11.4051
[8] valid_0's poisson: -63.3593 valid_0's quantile: 11.3641
[9] valid_0's poisson: -63.5046 valid_0's quantile: 11.3233
[10] valid_0's poisson: -63.649 valid_0's quantile: 11.283
[11] valid_0's poisson: -63.7924 valid_0's quantile: 11.2428
[12] valid_0's poisson: -63.9348 valid_0's quantile: 11.203
[13] valid_0's poisson: -64.0764 valid_0's quantile: 11.1634
[14] valid_0's poisson: -64.2169 valid_0's quantile: 11.1239
[15] valid_0's poisson: -64.3599 valid_0's quantile: 11.0839
[16] valid_0's poisson: -64.4976 valid_0's quantile: 11.0448
[17] valid_0's poisson: -64.6344 valid_0's quantile: 11.0057
[18] valid_0's poisson: -64.7702 valid_0's quantile: 10.9669
[19] valid_0's poisson: -64.9076 valid_0's quantile: 10.9284
[20] valid_0's poisson: -65.0417 valid_0's quantile: 10.8902
[21] valid_0's poisson: -65.1773 valid_0's quantile: 10.8521
[22] valid_0's poisson: -65.3121 valid_0's quantile: 10.8142
[23] valid_0's poisson: -65.446 valid_0's quantile: 10.7764
[24] valid_0's poisson: -65.5769 valid_0's quantile: 10.7391
[25] valid_0's poisson: -65.7057 valid_0's quantile: 10.7022
[26] valid_0's poisson: -65.8374 valid_0's quantile: 10.6649
[27] valid_0's poisson: -65.9646 valid_0's quantile: 10.6286
[28] valid_0's poisson: -66.0942 valid_0's quantile: 10.592
[29] valid_0's poisson: -66.2211 valid_0's quantile: 10.5562
[30] valid_0's poisson: -66.3495 valid_0's quantile: 10.5205
[31] valid_0's poisson: -66.4749 valid_0's quantile: 10.4852
[32] valid_0's poisson: -66.5995 valid_0's quantile: 10.4501
[33] valid_0's poisson: -66.7222 valid_0's quantile: 10.4155
[34] valid_0's poisson: -66.8471 valid_0's quantile: 10.3804
[35] valid_0's poisson: -66.9683 valid_0's quantile: 10.3461
[36] valid_0's poisson: -67.0917 valid_0's quantile: 10.3117
[37] valid_0's poisson: -67.2114 valid_0's quantile: 10.2783
[38] valid_0's poisson: -67.3357 valid_0's quantile: 10.2445
[39] valid_0's poisson: -67.4541 valid_0's quantile: 10.2116
[40] valid_0's poisson: -67.5746 valid_0's quantile: 10.1786
[41] valid_0's poisson: -67.6926 valid_0's quantile: 10.1461
[42] valid_0's poisson: -67.8088 valid_0's quantile: 10.1143
[43] valid_0's poisson: -67.9271 valid_0's quantile: 10.0821
[44] valid_0's poisson: -68.0431 valid_0's quantile: 10.0506
[45] valid_0's poisson: -68.1601 valid_0's quantile: 10.0187
[46] valid_0's poisson: -68.2763 valid_0's quantile: 9.98699
[47] valid_0's poisson: -68.3946 valid_0's quantile: 9.95529
[48] valid_0's poisson: -68.5069 valid_0's quantile: 9.92448
[49] valid_0's poisson: -68.6211 valid_0's quantile: 9.89338
[50] valid_0's poisson: -68.7346 valid_0's quantile: 9.86243
[51] valid_0's poisson: -68.8499 valid_0's quantile: 9.83153
[52] valid_0's poisson: -68.9649 valid_0's quantile: 9.80067
[53] valid_0's poisson: -69.0765 valid_0's quantile: 9.77097
[54] valid_0's poisson: -69.1874 valid_0's quantile: 9.74149
[55] valid_0's poisson: -69.2977 valid_0's quantile: 9.71213
[56] valid_0's poisson: -69.4073 valid_0's quantile: 9.68291
[57] valid_0's poisson: -69.5192 valid_0's quantile: 9.65341
[58] valid_0's poisson: -69.6289 valid_0's quantile: 9.62452
[59] valid_0's poisson: -69.7379 valid_0's quantile: 9.59543
[60] valid_0's poisson: -69.8462 valid_0's quantile: 9.5665
[61] valid_0's poisson: -69.9539 valid_0's quantile: 9.53779
[62] valid_0's poisson: -70.061 valid_0's quantile: 9.5092
[63] valid_0's poisson: -70.1675 valid_0's quantile: 9.48083
[64] valid_0's poisson: -70.2792 valid_0's quantile: 9.45204
[65] valid_0's poisson: -70.3902 valid_0's quantile: 9.42355
[66] valid_0's poisson: -70.5006 valid_0's quantile: 9.3953
[67] valid_0's poisson: -70.6105 valid_0's quantile: 9.36718
[68] valid_0's poisson: -70.7247 valid_0's quantile: 9.3383
[69] valid_0's poisson: -70.8357 valid_0's quantile: 9.31018
[70] valid_0's poisson: -70.9488 valid_0's quantile: 9.28166
[71] valid_0's poisson: -71.0633 valid_0's quantile: 9.25244
[72] valid_0's poisson: -71.1752 valid_0's quantile: 9.22422
[73] valid_0's poisson: -71.2837 valid_0's quantile: 9.19677
[74] valid_0's poisson: -71.3916 valid_0's quantile: 9.16948
[75] valid_0's poisson: -71.499 valid_0's quantile: 9.14229
[76] valid_0's poisson: -71.6086 valid_0's quantile: 9.11464
[77] valid_0's poisson: -71.7177 valid_0's quantile: 9.08715
[78] valid_0's poisson: -71.8261 valid_0's quantile: 9.05979
[79] valid_0's poisson: -71.9314 valid_0's quantile: 9.03307
[80] valid_0's poisson: -72.0387 valid_0's quantile: 9.00602
[81] valid_0's poisson: -72.1414 valid_0's quantile: 8.97995
[82] valid_0's poisson: -72.241 valid_0's quantile: 8.95451
[83] valid_0's poisson: -72.3454 valid_0's quantile: 8.92827
[84] valid_0's poisson: -72.4491 valid_0's quantile: 8.90219
[85] valid_0's poisson: -72.5549 valid_0's quantile: 8.87581
[86] valid_0's poisson: -72.6604 valid_0's quantile: 8.84975
[87] valid_0's poisson: -72.7629 valid_0's quantile: 8.82432
[88] valid_0's poisson: -72.8674 valid_0's quantile: 8.79859
[89] valid_0's poisson: -72.9689 valid_0's quantile: 8.7735
[90] valid_0's poisson: -73.0715 valid_0's quantile: 8.74825
[91] valid_0's poisson: -73.1725 valid_0's quantile: 8.72328
[92] valid_0's poisson: -73.2723 valid_0's quantile: 8.69833
[93] valid_0's poisson: -73.3734 valid_0's quantile: 8.67336
[94] valid_0's poisson: -73.4696 valid_0's quantile: 8.64871
[95] valid_0's poisson: -73.5695 valid_0's quantile: 8.62405
[96] valid_0's poisson: -73.67 valid_0's quantile: 8.59971
[97] valid_0's poisson: -73.7731 valid_0's quantile: 8.57515
[98] valid_0's poisson: -73.8784 valid_0's quantile: 8.54896
[99] valid_0's poisson: -73.9785 valid_0's quantile: 8.52517
[100] valid_0's poisson: -74.0802 valid_0's quantile: 8.50116
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.9403 valid_0's quantile: 11.6465
[2] valid_0's poisson: -63.0907 valid_0's quantile: 11.6036
[3] valid_0's poisson: -63.24 valid_0's quantile: 11.5608
[4] valid_0's poisson: -63.3882 valid_0's quantile: 11.5185
[5] valid_0's poisson: -63.5354 valid_0's quantile: 11.4763
[6] valid_0's poisson: -63.6815 valid_0's quantile: 11.4343
[7] valid_0's poisson: -63.8266 valid_0's quantile: 11.3927
[8] valid_0's poisson: -63.9707 valid_0's quantile: 11.3512
[9] valid_0's poisson: -64.1137 valid_0's quantile: 11.3099
[10] valid_0's poisson: -64.2563 valid_0's quantile: 11.2686
[11] valid_0's poisson: -64.3974 valid_0's quantile: 11.2276
[12] valid_0's poisson: -64.5381 valid_0's quantile: 11.187
[13] valid_0's poisson: -64.6777 valid_0's quantile: 11.1467
[14] valid_0's poisson: -64.8165 valid_0's quantile: 11.1066
[15] valid_0's poisson: -64.9573 valid_0's quantile: 11.0661
[16] valid_0's poisson: -65.0971 valid_0's quantile: 11.0257
[17] valid_0's poisson: -65.2325 valid_0's quantile: 10.9863
[18] valid_0's poisson: -65.367 valid_0's quantile: 10.947
[19] valid_0's poisson: -65.5006 valid_0's quantile: 10.908
[20] valid_0's poisson: -65.6334 valid_0's quantile: 10.8692
[21] valid_0's poisson: -65.7652 valid_0's quantile: 10.8305
[22] valid_0's poisson: -65.8998 valid_0's quantile: 10.7913
[23] valid_0's poisson: -66.0335 valid_0's quantile: 10.7522
[24] valid_0's poisson: -66.1663 valid_0's quantile: 10.7136
[25] valid_0's poisson: -66.2983 valid_0's quantile: 10.6754
[26] valid_0's poisson: -66.4295 valid_0's quantile: 10.6374
[27] valid_0's poisson: -66.5598 valid_0's quantile: 10.5998
[28] valid_0's poisson: -66.6892 valid_0's quantile: 10.5627
[29] valid_0's poisson: -66.8179 valid_0's quantile: 10.5258
[30] valid_0's poisson: -66.9457 valid_0's quantile: 10.4891
[31] valid_0's poisson: -67.0727 valid_0's quantile: 10.4527
[32] valid_0's poisson: -67.1999 valid_0's quantile: 10.4164
[33] valid_0's poisson: -67.3263 valid_0's quantile: 10.3806
[34] valid_0's poisson: -67.4501 valid_0's quantile: 10.3449
[35] valid_0's poisson: -67.5731 valid_0's quantile: 10.3093
[36] valid_0's poisson: -67.6953 valid_0's quantile: 10.2741
[37] valid_0's poisson: -67.8168 valid_0's quantile: 10.2394
[38] valid_0's poisson: -67.9375 valid_0's quantile: 10.2049
[39] valid_0's poisson: -68.0574 valid_0's quantile: 10.1706
[40] valid_0's poisson: -68.1766 valid_0's quantile: 10.1368
[41] valid_0's poisson: -68.297 valid_0's quantile: 10.1033
[42] valid_0's poisson: -68.4167 valid_0's quantile: 10.0699
[43] valid_0's poisson: -68.5357 valid_0's quantile: 10.0366
[44] valid_0's poisson: -68.6539 valid_0's quantile: 10.0037
[45] valid_0's poisson: -68.7714 valid_0's quantile: 9.97096
[46] valid_0's poisson: -68.8883 valid_0's quantile: 9.93835
[47] valid_0's poisson: -69.0044 valid_0's quantile: 9.90617
[48] valid_0's poisson: -69.121 valid_0's quantile: 9.87406
[49] valid_0's poisson: -69.2341 valid_0's quantile: 9.84248
[50] valid_0's poisson: -69.3465 valid_0's quantile: 9.81101
[51] valid_0's poisson: -69.4583 valid_0's quantile: 9.77967
[52] valid_0's poisson: -69.5726 valid_0's quantile: 9.7482
[53] valid_0's poisson: -69.6862 valid_0's quantile: 9.71711
[54] valid_0's poisson: -69.7919 valid_0's quantile: 9.68713
[55] valid_0's poisson: -69.9008 valid_0's quantile: 9.65705
[56] valid_0's poisson: -70.0058 valid_0's quantile: 9.62717
[57] valid_0's poisson: -70.1144 valid_0's quantile: 9.59711
[58] valid_0's poisson: -70.2225 valid_0's quantile: 9.56721
[59] valid_0's poisson: -70.3298 valid_0's quantile: 9.53747
[60] valid_0's poisson: -70.4366 valid_0's quantile: 9.50794
[61] valid_0's poisson: -70.5428 valid_0's quantile: 9.47858
[62] valid_0's poisson: -70.6457 valid_0's quantile: 9.44953
[63] valid_0's poisson: -70.7501 valid_0's quantile: 9.4209
[64] valid_0's poisson: -70.8594 valid_0's quantile: 9.39168
[65] valid_0's poisson: -70.9696 valid_0's quantile: 9.36288
[66] valid_0's poisson: -71.0813 valid_0's quantile: 9.33379
[67] valid_0's poisson: -71.1943 valid_0's quantile: 9.30501
[68] valid_0's poisson: -71.2975 valid_0's quantile: 9.27734
[69] valid_0's poisson: -71.403 valid_0's quantile: 9.24925
[70] valid_0's poisson: -71.5078 valid_0's quantile: 9.22164
[71] valid_0's poisson: -71.6164 valid_0's quantile: 9.19358
[72] valid_0's poisson: -71.7188 valid_0's quantile: 9.16606
[73] valid_0's poisson: -71.8208 valid_0's quantile: 9.13897
[74] valid_0's poisson: -71.9298 valid_0's quantile: 9.11177
[75] valid_0's poisson: -72.0394 valid_0's quantile: 9.08466
[76] valid_0's poisson: -72.1473 valid_0's quantile: 9.05801
[77] valid_0's poisson: -72.2547 valid_0's quantile: 9.03148
[78] valid_0's poisson: -72.3538 valid_0's quantile: 9.00479
[79] valid_0's poisson: -72.4581 valid_0's quantile: 8.97807
[80] valid_0's poisson: -72.565 valid_0's quantile: 8.95142
[81] valid_0's poisson: -72.6681 valid_0's quantile: 8.92502
[82] valid_0's poisson: -72.7641 valid_0's quantile: 8.89948
[83] valid_0's poisson: -72.8697 valid_0's quantile: 8.87309
[84] valid_0's poisson: -72.9734 valid_0's quantile: 8.84739
[85] valid_0's poisson: -73.0781 valid_0's quantile: 8.82153
[86] valid_0's poisson: -73.176 valid_0's quantile: 8.79635
[87] valid_0's poisson: -73.2793 valid_0's quantile: 8.77088
[88] valid_0's poisson: -73.3835 valid_0's quantile: 8.74532
[89] valid_0's poisson: -73.4868 valid_0's quantile: 8.71961
[90] valid_0's poisson: -73.5818 valid_0's quantile: 8.69465
[91] valid_0's poisson: -73.6764 valid_0's quantile: 8.66983
[92] valid_0's poisson: -73.7704 valid_0's quantile: 8.64511
[93] valid_0's poisson: -73.8685 valid_0's quantile: 8.62006
[94] valid_0's poisson: -73.9759 valid_0's quantile: 8.59338
[95] valid_0's poisson: -74.0828 valid_0's quantile: 8.56689
[96] valid_0's poisson: -74.189 valid_0's quantile: 8.54052
[97] valid_0's poisson: -74.2947 valid_0's quantile: 8.51447
[98] valid_0's poisson: -74.3999 valid_0's quantile: 8.48855
[99] valid_0's poisson: -74.5035 valid_0's quantile: 8.4637
[100] valid_0's poisson: -74.6066 valid_0's quantile: 8.43894
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -63.5737 valid_0's quantile: 11.6381
[2] valid_0's poisson: -63.7219 valid_0's quantile: 11.5954
[3] valid_0's poisson: -63.872 valid_0's quantile: 11.5527
[4] valid_0's poisson: -64.0181 valid_0's quantile: 11.5104
[5] valid_0's poisson: -64.1661 valid_0's quantile: 11.4681
[6] valid_0's poisson: -64.3123 valid_0's quantile: 11.4261
[7] valid_0's poisson: -64.4582 valid_0's quantile: 11.3842
[8] valid_0's poisson: -64.6003 valid_0's quantile: 11.3428
[9] valid_0's poisson: -64.7443 valid_0's quantile: 11.3013
[10] valid_0's poisson: -64.8872 valid_0's quantile: 11.2601
[11] valid_0's poisson: -65.0265 valid_0's quantile: 11.2194
[12] valid_0's poisson: -65.1676 valid_0's quantile: 11.1786
[13] valid_0's poisson: -65.3036 valid_0's quantile: 11.1386
[14] valid_0's poisson: -65.4414 valid_0's quantile: 11.0987
[15] valid_0's poisson: -65.5756 valid_0's quantile: 11.0594
[16] valid_0's poisson: -65.7132 valid_0's quantile: 11.0198
[17] valid_0's poisson: -65.8484 valid_0's quantile: 10.9807
[18] valid_0's poisson: -65.9801 valid_0's quantile: 10.942
[19] valid_0's poisson: -66.1152 valid_0's quantile: 10.9027
[20] valid_0's poisson: -66.2495 valid_0's quantile: 10.8636
[21] valid_0's poisson: -66.3795 valid_0's quantile: 10.8249
[22] valid_0's poisson: -66.5106 valid_0's quantile: 10.7867
[23] valid_0's poisson: -66.6392 valid_0's quantile: 10.7485
[24] valid_0's poisson: -66.7687 valid_0's quantile: 10.7106
[25] valid_0's poisson: -66.8967 valid_0's quantile: 10.6729
[26] valid_0's poisson: -67.0252 valid_0's quantile: 10.6352
[27] valid_0's poisson: -67.1508 valid_0's quantile: 10.598
[28] valid_0's poisson: -67.2778 valid_0's quantile: 10.5611
[29] valid_0's poisson: -67.4055 valid_0's quantile: 10.524
[30] valid_0's poisson: -67.5289 valid_0's quantile: 10.4876
[31] valid_0's poisson: -67.6551 valid_0's quantile: 10.4511
[32] valid_0's poisson: -67.7757 valid_0's quantile: 10.4156
[33] valid_0's poisson: -67.9004 valid_0's quantile: 10.3794
[34] valid_0's poisson: -68.0244 valid_0's quantile: 10.3436
[35] valid_0's poisson: -68.1487 valid_0's quantile: 10.3078
[36] valid_0's poisson: -68.2712 valid_0's quantile: 10.2727
[37] valid_0's poisson: -68.3942 valid_0's quantile: 10.2373
[38] valid_0's poisson: -68.5164 valid_0's quantile: 10.202
[39] valid_0's poisson: -68.6367 valid_0's quantile: 10.1678
[40] valid_0's poisson: -68.7567 valid_0's quantile: 10.1337
[41] valid_0's poisson: -68.8761 valid_0's quantile: 10.0998
[42] valid_0's poisson: -68.9936 valid_0's quantile: 10.0666
[43] valid_0's poisson: -69.1116 valid_0's quantile: 10.0334
[44] valid_0's poisson: -69.2279 valid_0's quantile: 10.0007
[45] valid_0's poisson: -69.3442 valid_0's quantile: 9.96811
[46] valid_0's poisson: -69.4598 valid_0's quantile: 9.93562
[47] valid_0's poisson: -69.5758 valid_0's quantile: 9.90292
[48] valid_0's poisson: -69.6901 valid_0's quantile: 9.8708
[49] valid_0's poisson: -69.8039 valid_0's quantile: 9.83878
[50] valid_0's poisson: -69.9183 valid_0's quantile: 9.80676
[51] valid_0's poisson: -70.0306 valid_0's quantile: 9.77539
[52] valid_0's poisson: -70.1426 valid_0's quantile: 9.74423
[53] valid_0's poisson: -70.2469 valid_0's quantile: 9.71485
[54] valid_0's poisson: -70.3588 valid_0's quantile: 9.68383
[55] valid_0's poisson: -70.4621 valid_0's quantile: 9.65494
[56] valid_0's poisson: -70.5708 valid_0's quantile: 9.6251
[57] valid_0's poisson: -70.681 valid_0's quantile: 9.59472
[58] valid_0's poisson: -70.7893 valid_0's quantile: 9.56487
[59] valid_0's poisson: -70.8962 valid_0's quantile: 9.5355
[60] valid_0's poisson: -71.0033 valid_0's quantile: 9.50615
[61] valid_0's poisson: -71.1103 valid_0's quantile: 9.47636
[62] valid_0's poisson: -71.2162 valid_0's quantile: 9.44724
[63] valid_0's poisson: -71.3216 valid_0's quantile: 9.41831
[64] valid_0's poisson: -71.4255 valid_0's quantile: 9.3898
[65] valid_0's poisson: -71.5313 valid_0's quantile: 9.36073
[66] valid_0's poisson: -71.6349 valid_0's quantile: 9.33241
[67] valid_0's poisson: -71.7379 valid_0's quantile: 9.3043
[68] valid_0's poisson: -71.8413 valid_0's quantile: 9.27601
[69] valid_0's poisson: -71.9433 valid_0's quantile: 9.24826
[70] valid_0's poisson: -72.0455 valid_0's quantile: 9.2201
[71] valid_0's poisson: -72.147 valid_0's quantile: 9.19213
[72] valid_0's poisson: -72.2551 valid_0's quantile: 9.16377
[73] valid_0's poisson: -72.3616 valid_0's quantile: 9.13604
[74] valid_0's poisson: -72.4681 valid_0's quantile: 9.10791
[75] valid_0's poisson: -72.5736 valid_0's quantile: 9.08052
[76] valid_0's poisson: -72.6696 valid_0's quantile: 9.0547
[77] valid_0's poisson: -72.7744 valid_0's quantile: 9.02773
[78] valid_0's poisson: -72.8788 valid_0's quantile: 9.00042
[79] valid_0's poisson: -72.9914 valid_0's quantile: 8.97215
[80] valid_0's poisson: -73.1035 valid_0's quantile: 8.94409
[81] valid_0's poisson: -73.2149 valid_0's quantile: 8.91614
[82] valid_0's poisson: -73.3257 valid_0's quantile: 8.8883
[83] valid_0's poisson: -73.4305 valid_0's quantile: 8.8621
[84] valid_0's poisson: -73.5403 valid_0's quantile: 8.83461
[85] valid_0's poisson: -73.6441 valid_0's quantile: 8.80871
[86] valid_0's poisson: -73.7473 valid_0's quantile: 8.78263
[87] valid_0's poisson: -73.85 valid_0's quantile: 8.75668
[88] valid_0's poisson: -73.9589 valid_0's quantile: 8.72863
[89] valid_0's poisson: -74.0606 valid_0's quantile: 8.70307
[90] valid_0's poisson: -74.1618 valid_0's quantile: 8.67775
[91] valid_0's poisson: -74.2624 valid_0's quantile: 8.65257
[92] valid_0's poisson: -74.3624 valid_0's quantile: 8.62767
[93] valid_0's poisson: -74.4618 valid_0's quantile: 8.60291
[94] valid_0's poisson: -74.563 valid_0's quantile: 8.57767
[95] valid_0's poisson: -74.6673 valid_0's quantile: 8.55185
[96] valid_0's poisson: -74.7709 valid_0's quantile: 8.52619
[97] valid_0's poisson: -74.8741 valid_0's quantile: 8.50082
[98] valid_0's poisson: -74.9744 valid_0's quantile: 8.47554
[99] valid_0's poisson: -75.0745 valid_0's quantile: 8.45038
[100] valid_0's poisson: -75.1737 valid_0's quantile: 8.42548
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.3114 valid_0's quantile: 11.655
[2] valid_0's poisson: -62.4614 valid_0's quantile: 11.6126
[3] valid_0's poisson: -62.6104 valid_0's quantile: 11.5706
[4] valid_0's poisson: -62.7584 valid_0's quantile: 11.5289
[5] valid_0's poisson: -62.9053 valid_0's quantile: 11.4874
[6] valid_0's poisson: -63.0513 valid_0's quantile: 11.446
[7] valid_0's poisson: -63.1959 valid_0's quantile: 11.405
[8] valid_0's poisson: -63.3399 valid_0's quantile: 11.364
[9] valid_0's poisson: -63.4829 valid_0's quantile: 11.3232
[10] valid_0's poisson: -63.6249 valid_0's quantile: 11.2827
[11] valid_0's poisson: -63.766 valid_0's quantile: 11.2425
[12] valid_0's poisson: -63.9061 valid_0's quantile: 11.2026
[13] valid_0's poisson: -64.0451 valid_0's quantile: 11.1632
[14] valid_0's poisson: -64.1834 valid_0's quantile: 11.1237
[15] valid_0's poisson: -64.3209 valid_0's quantile: 11.0846
[16] valid_0's poisson: -64.4576 valid_0's quantile: 11.0456
[17] valid_0's poisson: -64.5929 valid_0's quantile: 11.0068
[18] valid_0's poisson: -64.7278 valid_0's quantile: 10.9681
[19] valid_0's poisson: -64.8624 valid_0's quantile: 10.9297
[20] valid_0's poisson: -64.9956 valid_0's quantile: 10.8916
[21] valid_0's poisson: -65.1281 valid_0's quantile: 10.8536
[22] valid_0's poisson: -65.2593 valid_0's quantile: 10.816
[23] valid_0's poisson: -65.3907 valid_0's quantile: 10.7783
[24] valid_0's poisson: -65.5213 valid_0's quantile: 10.7411
[25] valid_0's poisson: -65.6496 valid_0's quantile: 10.7043
[26] valid_0's poisson: -65.7788 valid_0's quantile: 10.6675
[27] valid_0's poisson: -65.9064 valid_0's quantile: 10.6311
[28] valid_0's poisson: -66.0346 valid_0's quantile: 10.595
[29] valid_0's poisson: -66.1615 valid_0's quantile: 10.5589
[30] valid_0's poisson: -66.2864 valid_0's quantile: 10.5233
[31] valid_0's poisson: -66.411 valid_0's quantile: 10.4879
[32] valid_0's poisson: -66.5365 valid_0's quantile: 10.4527
[33] valid_0's poisson: -66.6602 valid_0's quantile: 10.418
[34] valid_0's poisson: -66.7837 valid_0's quantile: 10.3835
[35] valid_0's poisson: -66.9059 valid_0's quantile: 10.3492
[36] valid_0's poisson: -67.0288 valid_0's quantile: 10.315
[37] valid_0's poisson: -67.1508 valid_0's quantile: 10.2814
[38] valid_0's poisson: -67.2695 valid_0's quantile: 10.2481
[39] valid_0's poisson: -67.3902 valid_0's quantile: 10.215
[40] valid_0's poisson: -67.5102 valid_0's quantile: 10.1823
[41] valid_0's poisson: -67.6294 valid_0's quantile: 10.1505
[42] valid_0's poisson: -67.7478 valid_0's quantile: 10.1184
[43] valid_0's poisson: -67.8642 valid_0's quantile: 10.087
[44] valid_0's poisson: -67.9815 valid_0's quantile: 10.0557
[45] valid_0's poisson: -68.0959 valid_0's quantile: 10.0247
[46] valid_0's poisson: -68.2111 valid_0's quantile: 9.99355
[47] valid_0's poisson: -68.3249 valid_0's quantile: 9.96259
[48] valid_0's poisson: -68.4391 valid_0's quantile: 9.93123
[49] valid_0's poisson: -68.5524 valid_0's quantile: 9.90054
[50] valid_0's poisson: -68.6643 valid_0's quantile: 9.87064
[51] valid_0's poisson: -68.7756 valid_0's quantile: 9.84067
[52] valid_0's poisson: -68.8854 valid_0's quantile: 9.81098
[53] valid_0's poisson: -68.9961 valid_0's quantile: 9.78169
[54] valid_0's poisson: -69.1071 valid_0's quantile: 9.75201
[55] valid_0's poisson: -69.2172 valid_0's quantile: 9.72236
[56] valid_0's poisson: -69.3315 valid_0's quantile: 9.69245
[57] valid_0's poisson: -69.4406 valid_0's quantile: 9.66336
[58] valid_0's poisson: -69.5536 valid_0's quantile: 9.63386
[59] valid_0's poisson: -69.6607 valid_0's quantile: 9.60483
[60] valid_0's poisson: -69.7711 valid_0's quantile: 9.57571
[61] valid_0's poisson: -69.8765 valid_0's quantile: 9.54726
[62] valid_0's poisson: -69.9871 valid_0's quantile: 9.51823
[63] valid_0's poisson: -70.0914 valid_0's quantile: 9.49019
[64] valid_0's poisson: -70.2058 valid_0's quantile: 9.4609
[65] valid_0's poisson: -70.3098 valid_0's quantile: 9.43306
[66] valid_0's poisson: -70.4228 valid_0's quantile: 9.40436
[67] valid_0's poisson: -70.5265 valid_0's quantile: 9.37697
[68] valid_0's poisson: -70.6378 valid_0's quantile: 9.34874
[69] valid_0's poisson: -70.7492 valid_0's quantile: 9.32083
[70] valid_0's poisson: -70.8517 valid_0's quantile: 9.29378
[71] valid_0's poisson: -70.962 valid_0's quantile: 9.26621
[72] valid_0's poisson: -71.0757 valid_0's quantile: 9.23751
[73] valid_0's poisson: -71.1887 valid_0's quantile: 9.20893
[74] valid_0's poisson: -71.3026 valid_0's quantile: 9.18021
[75] valid_0's poisson: -71.4159 valid_0's quantile: 9.1516
[76] valid_0's poisson: -71.5285 valid_0's quantile: 9.1231
[77] valid_0's poisson: -71.6391 valid_0's quantile: 9.09508
[78] valid_0's poisson: -71.7467 valid_0's quantile: 9.06826
[79] valid_0's poisson: -71.8523 valid_0's quantile: 9.0418
[80] valid_0's poisson: -71.9573 valid_0's quantile: 9.01548
[81] valid_0's poisson: -72.063 valid_0's quantile: 8.98931
[82] valid_0's poisson: -72.1689 valid_0's quantile: 8.963
[83] valid_0's poisson: -72.2736 valid_0's quantile: 8.93693
[84] valid_0's poisson: -72.3692 valid_0's quantile: 8.91188
[85] valid_0's poisson: -72.4762 valid_0's quantile: 8.88563
[86] valid_0's poisson: -72.5827 valid_0's quantile: 8.85965
[87] valid_0's poisson: -72.6842 valid_0's quantile: 8.8343
[88] valid_0's poisson: -72.7896 valid_0's quantile: 8.80864
[89] valid_0's poisson: -72.8891 valid_0's quantile: 8.78363
[90] valid_0's poisson: -72.9936 valid_0's quantile: 8.75828
[91] valid_0's poisson: -73.0975 valid_0's quantile: 8.73309
[92] valid_0's poisson: -73.2016 valid_0's quantile: 8.70799
[93] valid_0's poisson: -73.3045 valid_0's quantile: 8.68298
[94] valid_0's poisson: -73.4101 valid_0's quantile: 8.65774
[95] valid_0's poisson: -73.5151 valid_0's quantile: 8.63279
[96] valid_0's poisson: -73.6193 valid_0's quantile: 8.60796
[97] valid_0's poisson: -73.7234 valid_0's quantile: 8.58324
[98] valid_0's poisson: -73.8269 valid_0's quantile: 8.55881
[99] valid_0's poisson: -73.9299 valid_0's quantile: 8.53465
[100] valid_0's poisson: -74.0366 valid_0's quantile: 8.50901
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -62.2752 valid_0's quantile: 11.6612
[2] valid_0's poisson: -62.4036 valid_0's quantile: 11.6235
[3] valid_0's poisson: -62.528 valid_0's quantile: 11.5863
[4] valid_0's poisson: -62.6546 valid_0's quantile: 11.5491
[5] valid_0's poisson: -62.7772 valid_0's quantile: 11.5124
[6] valid_0's poisson: -62.899 valid_0's quantile: 11.4759
[7] valid_0's poisson: -63.023 valid_0's quantile: 11.4393
[8] valid_0's poisson: -63.1431 valid_0's quantile: 11.4033
[9] valid_0's poisson: -63.2655 valid_0's quantile: 11.3671
[10] valid_0's poisson: -63.3839 valid_0's quantile: 11.3314
[11] valid_0's poisson: -63.5046 valid_0's quantile: 11.2957
[12] valid_0's poisson: -63.6215 valid_0's quantile: 11.2605
[13] valid_0's poisson: -63.7406 valid_0's quantile: 11.2256
[14] valid_0's poisson: -63.8558 valid_0's quantile: 11.1911
[15] valid_0's poisson: -63.9718 valid_0's quantile: 11.1566
[16] valid_0's poisson: -64.087 valid_0's quantile: 11.1223
[17] valid_0's poisson: -64.1907 valid_0's quantile: 11.0896
[18] valid_0's poisson: -64.3045 valid_0's quantile: 11.0558
[19] valid_0's poisson: -64.4176 valid_0's quantile: 11.0222
[20] valid_0's poisson: -64.5298 valid_0's quantile: 10.9891
[21] valid_0's poisson: -64.6414 valid_0's quantile: 10.9561
[22] valid_0's poisson: -64.7522 valid_0's quantile: 10.9233
[23] valid_0's poisson: -64.8623 valid_0's quantile: 10.8906
[24] valid_0's poisson: -64.9717 valid_0's quantile: 10.8582
[25] valid_0's poisson: -65.0796 valid_0's quantile: 10.8265
[26] valid_0's poisson: -65.1783 valid_0's quantile: 10.7961
[27] valid_0's poisson: -65.2854 valid_0's quantile: 10.765
[28] valid_0's poisson: -65.3913 valid_0's quantile: 10.7341
[29] valid_0's poisson: -65.4971 valid_0's quantile: 10.7034
[30] valid_0's poisson: -65.602 valid_0's quantile: 10.673
[31] valid_0's poisson: -65.7053 valid_0's quantile: 10.6426
[32] valid_0's poisson: -65.8066 valid_0's quantile: 10.6126
[33] valid_0's poisson: -65.9113 valid_0's quantile: 10.5824
[34] valid_0's poisson: -66.0137 valid_0's quantile: 10.5527
[35] valid_0's poisson: -66.116 valid_0's quantile: 10.523
[36] valid_0's poisson: -66.2188 valid_0's quantile: 10.4934
[37] valid_0's poisson: -66.3225 valid_0's quantile: 10.4638
[38] valid_0's poisson: -66.4155 valid_0's quantile: 10.436
[39] valid_0's poisson: -66.5205 valid_0's quantile: 10.407
[40] valid_0's poisson: -66.6224 valid_0's quantile: 10.3784
[41] valid_0's poisson: -66.7267 valid_0's quantile: 10.3498
[42] valid_0's poisson: -66.8303 valid_0's quantile: 10.3215
[43] valid_0's poisson: -66.9353 valid_0's quantile: 10.2933
[44] valid_0's poisson: -67.0397 valid_0's quantile: 10.2653
[45] valid_0's poisson: -67.1416 valid_0's quantile: 10.2377
[46] valid_0's poisson: -67.2429 valid_0's quantile: 10.2101
[47] valid_0's poisson: -67.3404 valid_0's quantile: 10.1831
[48] valid_0's poisson: -67.4291 valid_0's quantile: 10.1574
[49] valid_0's poisson: -67.5288 valid_0's quantile: 10.1302
[50] valid_0's poisson: -67.6299 valid_0's quantile: 10.103
[51] valid_0's poisson: -67.7303 valid_0's quantile: 10.0761
[52] valid_0's poisson: -67.8286 valid_0's quantile: 10.0496
[53] valid_0's poisson: -67.9287 valid_0's quantile: 10.023
[54] valid_0's poisson: -68.026 valid_0's quantile: 9.9968
[55] valid_0's poisson: -68.1344 valid_0's quantile: 9.96751
[56] valid_0's poisson: -68.2423 valid_0's quantile: 9.93834
[57] valid_0's poisson: -68.3495 valid_0's quantile: 9.90975
[58] valid_0's poisson: -68.4441 valid_0's quantile: 9.8829
[59] valid_0's poisson: -68.5501 valid_0's quantile: 9.85462
[60] valid_0's poisson: -68.653 valid_0's quantile: 9.82624
[61] valid_0's poisson: -68.7482 valid_0's quantile: 9.80108
[62] valid_0's poisson: -68.8429 valid_0's quantile: 9.7761
[63] valid_0's poisson: -68.9359 valid_0's quantile: 9.75145
[64] valid_0's poisson: -69.0364 valid_0's quantile: 9.72416
[65] valid_0's poisson: -69.1392 valid_0's quantile: 9.69668
[66] valid_0's poisson: -69.2414 valid_0's quantile: 9.66941
[67] valid_0's poisson: -69.3428 valid_0's quantile: 9.6422
[68] valid_0's poisson: -69.4306 valid_0's quantile: 9.61701
[69] valid_0's poisson: -69.5309 valid_0's quantile: 9.5908
[70] valid_0's poisson: -69.6307 valid_0's quantile: 9.56474
[71] valid_0's poisson: -69.7301 valid_0's quantile: 9.53896
[72] valid_0's poisson: -69.8289 valid_0's quantile: 9.51329
[73] valid_0's poisson: -69.9272 valid_0's quantile: 9.48784
[74] valid_0's poisson: -70.0247 valid_0's quantile: 9.46238
[75] valid_0's poisson: -70.1094 valid_0's quantile: 9.43848
[76] valid_0's poisson: -70.1937 valid_0's quantile: 9.41473
[77] valid_0's poisson: -70.2775 valid_0's quantile: 9.39118
[78] valid_0's poisson: -70.3622 valid_0's quantile: 9.36791
[79] valid_0's poisson: -70.4465 valid_0's quantile: 9.34473
[80] valid_0's poisson: -70.5303 valid_0's quantile: 9.3217
[81] valid_0's poisson: -70.625 valid_0's quantile: 9.29736
[82] valid_0's poisson: -70.719 valid_0's quantile: 9.27312
[83] valid_0's poisson: -70.8155 valid_0's quantile: 9.24891
[84] valid_0's poisson: -70.9078 valid_0's quantile: 9.22476
[85] valid_0's poisson: -71.0042 valid_0's quantile: 9.20087
[86] valid_0's poisson: -71.1 valid_0's quantile: 9.17713
[87] valid_0's poisson: -71.1947 valid_0's quantile: 9.1535
[88] valid_0's poisson: -71.2896 valid_0's quantile: 9.12994
[89] valid_0's poisson: -71.3834 valid_0's quantile: 9.10649
[90] valid_0's poisson: -71.4766 valid_0's quantile: 9.08326
[91] valid_0's poisson: -71.5704 valid_0's quantile: 9.05996
[92] valid_0's poisson: -71.6637 valid_0's quantile: 9.03676
[93] valid_0's poisson: -71.7565 valid_0's quantile: 9.01371
[94] valid_0's poisson: -71.8481 valid_0's quantile: 8.99089
[95] valid_0's poisson: -71.94 valid_0's quantile: 8.96822
[96] valid_0's poisson: -72.0394 valid_0's quantile: 8.9442
[97] valid_0's poisson: -72.1383 valid_0's quantile: 8.92034
[98] valid_0's poisson: -72.2281 valid_0's quantile: 8.89836
[99] valid_0's poisson: -72.3184 valid_0's quantile: 8.87627
[100] valid_0's poisson: -72.4073 valid_0's quantile: 8.85456
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -62.2785 valid_0's quantile: 11.6611
[2] valid_0's poisson: -62.3954 valid_0's quantile: 11.6251
[3] valid_0's poisson: -62.5114 valid_0's quantile: 11.5893
[4] valid_0's poisson: -62.6266 valid_0's quantile: 11.5538
[5] valid_0's poisson: -62.7409 valid_0's quantile: 11.5185
[6] valid_0's poisson: -62.8545 valid_0's quantile: 11.4834
[7] valid_0's poisson: -62.9839 valid_0's quantile: 11.4462
[8] valid_0's poisson: -63.1125 valid_0's quantile: 11.4094
[9] valid_0's poisson: -63.2403 valid_0's quantile: 11.3727
[10] valid_0's poisson: -63.3504 valid_0's quantile: 11.3383
[11] valid_0's poisson: -63.4765 valid_0's quantile: 11.3021
[12] valid_0's poisson: -63.6017 valid_0's quantile: 11.266
[13] valid_0's poisson: -63.7261 valid_0's quantile: 11.2306
[14] valid_0's poisson: -63.8497 valid_0's quantile: 11.1953
[15] valid_0's poisson: -63.9725 valid_0's quantile: 11.1601
[16] valid_0's poisson: -64.0777 valid_0's quantile: 11.1274
[17] valid_0's poisson: -64.1822 valid_0's quantile: 11.0948
[18] valid_0's poisson: -64.286 valid_0's quantile: 11.0627
[19] valid_0's poisson: -64.3891 valid_0's quantile: 11.0307
[20] valid_0's poisson: -64.4915 valid_0's quantile: 10.9992
[21] valid_0's poisson: -64.5932 valid_0's quantile: 10.9678
[22] valid_0's poisson: -64.6973 valid_0's quantile: 10.9361
[23] valid_0's poisson: -64.8007 valid_0's quantile: 10.9047
[24] valid_0's poisson: -64.9004 valid_0's quantile: 10.8738
[25] valid_0's poisson: -64.9983 valid_0's quantile: 10.8437
[26] valid_0's poisson: -65.1136 valid_0's quantile: 10.8114
[27] valid_0's poisson: -65.2242 valid_0's quantile: 10.78
[28] valid_0's poisson: -65.3381 valid_0's quantile: 10.748
[29] valid_0's poisson: -65.4474 valid_0's quantile: 10.7172
[30] valid_0's poisson: -65.5561 valid_0's quantile: 10.6865
[31] valid_0's poisson: -65.6681 valid_0's quantile: 10.6553
[32] valid_0's poisson: -65.7756 valid_0's quantile: 10.6249
[33] valid_0's poisson: -65.8865 valid_0's quantile: 10.5941
[34] valid_0's poisson: -65.9926 valid_0's quantile: 10.5641
[35] valid_0's poisson: -66.1023 valid_0's quantile: 10.5338
[36] valid_0's poisson: -66.2072 valid_0's quantile: 10.5044
[37] valid_0's poisson: -66.3157 valid_0's quantile: 10.4743
[38] valid_0's poisson: -66.4196 valid_0's quantile: 10.4454
[39] valid_0's poisson: -66.5228 valid_0's quantile: 10.417
[40] valid_0's poisson: -66.6298 valid_0's quantile: 10.388
[41] valid_0's poisson: -66.732 valid_0's quantile: 10.3599
[42] valid_0's poisson: -66.8377 valid_0's quantile: 10.3315
[43] valid_0's poisson: -66.9388 valid_0's quantile: 10.3039
[44] valid_0's poisson: -67.0434 valid_0's quantile: 10.2759
[45] valid_0's poisson: -67.149 valid_0's quantile: 10.248
[46] valid_0's poisson: -67.2539 valid_0's quantile: 10.2202
[47] valid_0's poisson: -67.3539 valid_0's quantile: 10.1932
[48] valid_0's poisson: -67.4576 valid_0's quantile: 10.1657
[49] valid_0's poisson: -67.5594 valid_0's quantile: 10.1383
[50] valid_0's poisson: -67.662 valid_0's quantile: 10.1111
[51] valid_0's poisson: -67.7639 valid_0's quantile: 10.0841
[52] valid_0's poisson: -67.8641 valid_0's quantile: 10.0574
[53] valid_0's poisson: -67.9742 valid_0's quantile: 10.0272
[54] valid_0's poisson: -68.0836 valid_0's quantile: 9.99712
[55] valid_0's poisson: -68.1924 valid_0's quantile: 9.96718
[56] valid_0's poisson: -68.3005 valid_0's quantile: 9.93758
[57] valid_0's poisson: -68.4048 valid_0's quantile: 9.90898
[58] valid_0's poisson: -68.5116 valid_0's quantile: 9.87995
[59] valid_0's poisson: -68.6065 valid_0's quantile: 9.8526
[60] valid_0's poisson: -68.7007 valid_0's quantile: 9.82538
[61] valid_0's poisson: -68.7944 valid_0's quantile: 9.79837
[62] valid_0's poisson: -68.8875 valid_0's quantile: 9.77151
[63] valid_0's poisson: -68.98 valid_0's quantile: 9.745
[64] valid_0's poisson: -69.0835 valid_0's quantile: 9.71708
[65] valid_0's poisson: -69.1862 valid_0's quantile: 9.68992
[66] valid_0's poisson: -69.2884 valid_0's quantile: 9.66288
[67] valid_0's poisson: -69.39 valid_0's quantile: 9.63605
[68] valid_0's poisson: -69.491 valid_0's quantile: 9.60936
[69] valid_0's poisson: -69.5913 valid_0's quantile: 9.58289
[70] valid_0's poisson: -69.6801 valid_0's quantile: 9.55804
[71] valid_0's poisson: -69.7703 valid_0's quantile: 9.533
[72] valid_0's poisson: -69.8599 valid_0's quantile: 9.50818
[73] valid_0's poisson: -69.9557 valid_0's quantile: 9.48253
[74] valid_0's poisson: -70.0509 valid_0's quantile: 9.45709
[75] valid_0's poisson: -70.1456 valid_0's quantile: 9.43176
[76] valid_0's poisson: -70.2437 valid_0's quantile: 9.40626
[77] valid_0's poisson: -70.3412 valid_0's quantile: 9.38092
[78] valid_0's poisson: -70.4382 valid_0's quantile: 9.35573
[79] valid_0's poisson: -70.5346 valid_0's quantile: 9.33072
[80] valid_0's poisson: -70.6305 valid_0's quantile: 9.30584
[81] valid_0's poisson: -70.7258 valid_0's quantile: 9.28119
[82] valid_0's poisson: -70.8095 valid_0's quantile: 9.25818
[83] valid_0's poisson: -70.8998 valid_0's quantile: 9.23429
[84] valid_0's poisson: -70.9896 valid_0's quantile: 9.21052
[85] valid_0's poisson: -71.0733 valid_0's quantile: 9.18771
[86] valid_0's poisson: -71.1621 valid_0's quantile: 9.16411
[87] valid_0's poisson: -71.2504 valid_0's quantile: 9.14062
[88] valid_0's poisson: -71.3465 valid_0's quantile: 9.11669
[89] valid_0's poisson: -71.4278 valid_0's quantile: 9.09532
[90] valid_0's poisson: -71.5087 valid_0's quantile: 9.07404
[91] valid_0's poisson: -71.6045 valid_0's quantile: 9.04969
[92] valid_0's poisson: -71.6997 valid_0's quantile: 9.02554
[93] valid_0's poisson: -71.7944 valid_0's quantile: 9.00156
[94] valid_0's poisson: -71.888 valid_0's quantile: 8.97826
[95] valid_0's poisson: -71.9853 valid_0's quantile: 8.95357
[96] valid_0's poisson: -72.0821 valid_0's quantile: 8.92899
[97] valid_0's poisson: -72.1783 valid_0's quantile: 8.9046
[98] valid_0's poisson: -72.274 valid_0's quantile: 8.88052
[99] valid_0's poisson: -72.3692 valid_0's quantile: 8.85659
[100] valid_0's poisson: -72.4638 valid_0's quantile: 8.83285
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -62.9087 valid_0's quantile: 11.6519
[2] valid_0's poisson: -63.0235 valid_0's quantile: 11.6148
[3] valid_0's poisson: -63.1373 valid_0's quantile: 11.5779
[4] valid_0's poisson: -63.2503 valid_0's quantile: 11.5413
[5] valid_0's poisson: -63.3624 valid_0's quantile: 11.5049
[6] valid_0's poisson: -63.4736 valid_0's quantile: 11.4688
[7] valid_0's poisson: -63.598 valid_0's quantile: 11.4309
[8] valid_0's poisson: -63.7075 valid_0's quantile: 11.3951
[9] valid_0's poisson: -63.8302 valid_0's quantile: 11.3577
[10] valid_0's poisson: -63.952 valid_0's quantile: 11.3206
[11] valid_0's poisson: -64.073 valid_0's quantile: 11.2836
[12] valid_0's poisson: -64.1791 valid_0's quantile: 11.2488
[13] valid_0's poisson: -64.2985 valid_0's quantile: 11.2122
[14] valid_0's poisson: -64.417 valid_0's quantile: 11.1764
[15] valid_0's poisson: -64.5347 valid_0's quantile: 11.1407
[16] valid_0's poisson: -64.638 valid_0's quantile: 11.107
[17] valid_0's poisson: -64.7542 valid_0's quantile: 11.0717
[18] valid_0's poisson: -64.8696 valid_0's quantile: 11.0365
[19] valid_0's poisson: -64.9842 valid_0's quantile: 11.0017
[20] valid_0's poisson: -65.0853 valid_0's quantile: 10.969
[21] valid_0's poisson: -65.1974 valid_0's quantile: 10.9352
[22] valid_0's poisson: -65.3097 valid_0's quantile: 10.9014
[23] valid_0's poisson: -65.4229 valid_0's quantile: 10.8674
[24] valid_0's poisson: -65.5329 valid_0's quantile: 10.8341
[25] valid_0's poisson: -65.6317 valid_0's quantile: 10.8026
[26] valid_0's poisson: -65.7427 valid_0's quantile: 10.7697
[27] valid_0's poisson: -65.8516 valid_0's quantile: 10.7374
[28] valid_0's poisson: -65.9588 valid_0's quantile: 10.7053
[29] valid_0's poisson: -66.0663 valid_0's quantile: 10.6736
[30] valid_0's poisson: -66.1745 valid_0's quantile: 10.6417
[31] valid_0's poisson: -66.2704 valid_0's quantile: 10.6118
[32] valid_0's poisson: -66.376 valid_0's quantile: 10.5807
[33] valid_0's poisson: -66.4797 valid_0's quantile: 10.5497
[34] valid_0's poisson: -66.584 valid_0's quantile: 10.5189
[35] valid_0's poisson: -66.6864 valid_0's quantile: 10.4885
[36] valid_0's poisson: -66.7869 valid_0's quantile: 10.4584
[37] valid_0's poisson: -66.8782 valid_0's quantile: 10.4296
[38] valid_0's poisson: -66.9801 valid_0's quantile: 10.3999
[39] valid_0's poisson: -67.0814 valid_0's quantile: 10.3707
[40] valid_0's poisson: -67.1833 valid_0's quantile: 10.3412
[41] valid_0's poisson: -67.2833 valid_0's quantile: 10.3123
[42] valid_0's poisson: -67.3816 valid_0's quantile: 10.2838
[43] valid_0's poisson: -67.4703 valid_0's quantile: 10.257
[44] valid_0's poisson: -67.5686 valid_0's quantile: 10.229
[45] valid_0's poisson: -67.6648 valid_0's quantile: 10.2011
[46] valid_0's poisson: -67.7604 valid_0's quantile: 10.1733
[47] valid_0's poisson: -67.8554 valid_0's quantile: 10.1456
[48] valid_0's poisson: -67.9522 valid_0's quantile: 10.1177
[49] valid_0's poisson: -68.0359 valid_0's quantile: 10.0918
[50] valid_0's poisson: -68.1292 valid_0's quantile: 10.0647
[51] valid_0's poisson: -68.2246 valid_0's quantile: 10.0374
[52] valid_0's poisson: -68.3193 valid_0's quantile: 10.0103
[53] valid_0's poisson: -68.4161 valid_0's quantile: 9.98296
[54] valid_0's poisson: -68.5096 valid_0's quantile: 9.95622
[55] valid_0's poisson: -68.6054 valid_0's quantile: 9.92934
[56] valid_0's poisson: -68.6963 valid_0's quantile: 9.90333
[57] valid_0's poisson: -68.7911 valid_0's quantile: 9.87697
[58] valid_0's poisson: -68.8809 valid_0's quantile: 9.85131
[59] valid_0's poisson: -68.9719 valid_0's quantile: 9.82559
[60] valid_0's poisson: -69.0654 valid_0's quantile: 9.79977
[61] valid_0's poisson: -69.1536 valid_0's quantile: 9.77467
[62] valid_0's poisson: -69.2463 valid_0's quantile: 9.74904
[63] valid_0's poisson: -69.3336 valid_0's quantile: 9.7242
[64] valid_0's poisson: -69.4255 valid_0's quantile: 9.69897
[65] valid_0's poisson: -69.5119 valid_0's quantile: 9.67452
[66] valid_0's poisson: -69.612 valid_0's quantile: 9.64642
[67] valid_0's poisson: -69.7115 valid_0's quantile: 9.6185
[68] valid_0's poisson: -69.8082 valid_0's quantile: 9.59101
[69] valid_0's poisson: -69.9067 valid_0's quantile: 9.5634
[70] valid_0's poisson: -70.0023 valid_0's quantile: 9.53627
[71] valid_0's poisson: -70.0998 valid_0's quantile: 9.50895
[72] valid_0's poisson: -70.1851 valid_0's quantile: 9.48373
[73] valid_0's poisson: -70.2815 valid_0's quantile: 9.45689
[74] valid_0's poisson: -70.3783 valid_0's quantile: 9.43026
[75] valid_0's poisson: -70.4745 valid_0's quantile: 9.4042
[76] valid_0's poisson: -70.5701 valid_0's quantile: 9.37831
[77] valid_0's poisson: -70.6535 valid_0's quantile: 9.35416
[78] valid_0's poisson: -70.7472 valid_0's quantile: 9.32866
[79] valid_0's poisson: -70.8295 valid_0's quantile: 9.30469
[80] valid_0's poisson: -70.9112 valid_0's quantile: 9.28115
[81] valid_0's poisson: -70.9926 valid_0's quantile: 9.25754
[82] valid_0's poisson: -71.0851 valid_0's quantile: 9.23251
[83] valid_0's poisson: -71.1771 valid_0's quantile: 9.20757
[84] valid_0's poisson: -71.2605 valid_0's quantile: 9.18545
[85] valid_0's poisson: -71.333 valid_0's quantile: 9.16502
[86] valid_0's poisson: -71.4211 valid_0's quantile: 9.14068
[87] valid_0's poisson: -71.5114 valid_0's quantile: 9.11626
[88] valid_0's poisson: -71.601 valid_0's quantile: 9.09159
[89] valid_0's poisson: -71.6702 valid_0's quantile: 9.07175
[90] valid_0's poisson: -71.7597 valid_0's quantile: 9.04739
[91] valid_0's poisson: -71.8592 valid_0's quantile: 9.02236
[92] valid_0's poisson: -71.9578 valid_0's quantile: 8.99784
[93] valid_0's poisson: -72.0563 valid_0's quantile: 8.97332
[94] valid_0's poisson: -72.1542 valid_0's quantile: 8.94893
[95] valid_0's poisson: -72.2516 valid_0's quantile: 8.92472
[96] valid_0's poisson: -72.3484 valid_0's quantile: 8.90083
[97] valid_0's poisson: -72.4449 valid_0's quantile: 8.87685
[98] valid_0's poisson: -72.5407 valid_0's quantile: 8.85303
[99] valid_0's poisson: -72.6361 valid_0's quantile: 8.8294
[100] valid_0's poisson: -72.7312 valid_0's quantile: 8.80583
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -63.5364 valid_0's quantile: 11.6447
[2] valid_0's poisson: -63.6504 valid_0's quantile: 11.6084
[3] valid_0's poisson: -63.7635 valid_0's quantile: 11.5722
[4] valid_0's poisson: -63.8758 valid_0's quantile: 11.5362
[5] valid_0's poisson: -63.9872 valid_0's quantile: 11.5004
[6] valid_0's poisson: -64.0977 valid_0's quantile: 11.4649
[7] valid_0's poisson: -64.2208 valid_0's quantile: 11.4276
[8] valid_0's poisson: -64.3429 valid_0's quantile: 11.3907
[9] valid_0's poisson: -64.4642 valid_0's quantile: 11.3539
[10] valid_0's poisson: -64.5723 valid_0's quantile: 11.3191
[11] valid_0's poisson: -64.692 valid_0's quantile: 11.2828
[12] valid_0's poisson: -64.8109 valid_0's quantile: 11.2466
[13] valid_0's poisson: -64.9289 valid_0's quantile: 11.2106
[14] valid_0's poisson: -65.0461 valid_0's quantile: 11.1748
[15] valid_0's poisson: -65.1625 valid_0's quantile: 11.1393
[16] valid_0's poisson: -65.2781 valid_0's quantile: 11.1044
[17] valid_0's poisson: -65.3929 valid_0's quantile: 11.0698
[18] valid_0's poisson: -65.507 valid_0's quantile: 11.0353
[19] valid_0's poisson: -65.6202 valid_0's quantile: 11.0009
[20] valid_0's poisson: -65.7327 valid_0's quantile: 10.9667
[21] valid_0's poisson: -65.8445 valid_0's quantile: 10.9329
[22] valid_0's poisson: -65.9554 valid_0's quantile: 10.8993
[23] valid_0's poisson: -66.0657 valid_0's quantile: 10.8662
[24] valid_0's poisson: -66.1752 valid_0's quantile: 10.8332
[25] valid_0's poisson: -66.284 valid_0's quantile: 10.8003
[26] valid_0's poisson: -66.3921 valid_0's quantile: 10.7678
[27] valid_0's poisson: -66.4893 valid_0's quantile: 10.7369
[28] valid_0's poisson: -66.5858 valid_0's quantile: 10.7064
[29] valid_0's poisson: -66.6919 valid_0's quantile: 10.6748
[30] valid_0's poisson: -66.7974 valid_0's quantile: 10.6434
[31] valid_0's poisson: -66.9028 valid_0's quantile: 10.6122
[32] valid_0's poisson: -67.0076 valid_0's quantile: 10.5814
[33] valid_0's poisson: -67.111 valid_0's quantile: 10.5508
[34] valid_0's poisson: -67.2165 valid_0's quantile: 10.5201
[35] valid_0's poisson: -67.3206 valid_0's quantile: 10.4895
[36] valid_0's poisson: -67.4248 valid_0's quantile: 10.4592
[37] valid_0's poisson: -67.5156 valid_0's quantile: 10.4306
[38] valid_0's poisson: -67.6166 valid_0's quantile: 10.4011
[39] valid_0's poisson: -67.717 valid_0's quantile: 10.3717
[40] valid_0's poisson: -67.8159 valid_0's quantile: 10.3424
[41] valid_0's poisson: -67.9151 valid_0's quantile: 10.3134
[42] valid_0's poisson: -68.0039 valid_0's quantile: 10.2863
[43] valid_0's poisson: -68.1019 valid_0's quantile: 10.258
[44] valid_0's poisson: -68.1984 valid_0's quantile: 10.2299
[45] valid_0's poisson: -68.2952 valid_0's quantile: 10.2021
[46] valid_0's poisson: -68.3914 valid_0's quantile: 10.1746
[47] valid_0's poisson: -68.4861 valid_0's quantile: 10.1473
[48] valid_0's poisson: -68.5812 valid_0's quantile: 10.1203
[49] valid_0's poisson: -68.6756 valid_0's quantile: 10.0935
[50] valid_0's poisson: -68.7609 valid_0's quantile: 10.0681
[51] valid_0's poisson: -68.8543 valid_0's quantile: 10.0415
[52] valid_0's poisson: -68.9471 valid_0's quantile: 10.015
[53] valid_0's poisson: -69.0394 valid_0's quantile: 9.98875
[54] valid_0's poisson: -69.1311 valid_0's quantile: 9.96269
[55] valid_0's poisson: -69.2223 valid_0's quantile: 9.93693
[56] valid_0's poisson: -69.3129 valid_0's quantile: 9.91135
[57] valid_0's poisson: -69.403 valid_0's quantile: 9.88586
[58] valid_0's poisson: -69.4925 valid_0's quantile: 9.86051
[59] valid_0's poisson: -69.573 valid_0's quantile: 9.83656
[60] valid_0's poisson: -69.6616 valid_0's quantile: 9.8117
[61] valid_0's poisson: -69.7496 valid_0's quantile: 9.78695
[62] valid_0's poisson: -69.8469 valid_0's quantile: 9.7586
[63] valid_0's poisson: -69.9405 valid_0's quantile: 9.7305
[64] valid_0's poisson: -70.0367 valid_0's quantile: 9.7025
[65] valid_0's poisson: -70.1242 valid_0's quantile: 9.67583
[66] valid_0's poisson: -70.2165 valid_0's quantile: 9.64838
[67] valid_0's poisson: -70.3081 valid_0's quantile: 9.62123
[68] valid_0's poisson: -70.4036 valid_0's quantile: 9.59355
[69] valid_0's poisson: -70.4985 valid_0's quantile: 9.56598
[70] valid_0's poisson: -70.5843 valid_0's quantile: 9.53995
[71] valid_0's poisson: -70.684 valid_0's quantile: 9.51274
[72] valid_0's poisson: -70.7735 valid_0's quantile: 9.4864
[73] valid_0's poisson: -70.8683 valid_0's quantile: 9.46027
[74] valid_0's poisson: -70.9699 valid_0's quantile: 9.43338
[75] valid_0's poisson: -71.0682 valid_0's quantile: 9.40739
[76] valid_0's poisson: -71.1648 valid_0's quantile: 9.38181
[77] valid_0's poisson: -71.2608 valid_0's quantile: 9.35634
[78] valid_0's poisson: -71.3616 valid_0's quantile: 9.33021
[79] valid_0's poisson: -71.4618 valid_0's quantile: 9.30418
[80] valid_0's poisson: -71.5615 valid_0's quantile: 9.2783
[81] valid_0's poisson: -71.6606 valid_0's quantile: 9.25253
[82] valid_0's poisson: -71.7554 valid_0's quantile: 9.22739
[83] valid_0's poisson: -71.8497 valid_0's quantile: 9.20236
[84] valid_0's poisson: -71.9434 valid_0's quantile: 9.17753
[85] valid_0's poisson: -72.0366 valid_0's quantile: 9.15277
[86] valid_0's poisson: -72.1333 valid_0's quantile: 9.12762
[87] valid_0's poisson: -72.2295 valid_0's quantile: 9.10266
[88] valid_0's poisson: -72.3251 valid_0's quantile: 9.07779
[89] valid_0's poisson: -72.411 valid_0's quantile: 9.05614
[90] valid_0's poisson: -72.5046 valid_0's quantile: 9.03161
[91] valid_0's poisson: -72.5965 valid_0's quantile: 9.00768
[92] valid_0's poisson: -72.68 valid_0's quantile: 8.98664
[93] valid_0's poisson: -72.7642 valid_0's quantile: 8.9655
[94] valid_0's poisson: -72.848 valid_0's quantile: 8.94444
[95] valid_0's poisson: -72.9313 valid_0's quantile: 8.92367
[96] valid_0's poisson: -73.0141 valid_0's quantile: 8.90306
[97] valid_0's poisson: -73.0965 valid_0's quantile: 8.8826
[98] valid_0's poisson: -73.1857 valid_0's quantile: 8.85951
[99] valid_0's poisson: -73.2744 valid_0's quantile: 8.83651
[100] valid_0's poisson: -73.3626 valid_0's quantile: 8.81371
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -62.2754 valid_0's quantile: 11.6612
[2] valid_0's poisson: -62.3892 valid_0's quantile: 11.6253
[3] valid_0's poisson: -62.5021 valid_0's quantile: 11.5896
[4] valid_0's poisson: -62.6142 valid_0's quantile: 11.5542
[5] valid_0's poisson: -62.7255 valid_0's quantile: 11.5191
[6] valid_0's poisson: -62.836 valid_0's quantile: 11.4841
[7] valid_0's poisson: -62.9457 valid_0's quantile: 11.4494
[8] valid_0's poisson: -63.0545 valid_0's quantile: 11.4149
[9] valid_0's poisson: -63.1626 valid_0's quantile: 11.3805
[10] valid_0's poisson: -63.27 valid_0's quantile: 11.3463
[11] valid_0's poisson: -63.3765 valid_0's quantile: 11.3124
[12] valid_0's poisson: -63.4823 valid_0's quantile: 11.2786
[13] valid_0's poisson: -63.5874 valid_0's quantile: 11.2455
[14] valid_0's poisson: -63.6917 valid_0's quantile: 11.2125
[15] valid_0's poisson: -63.7952 valid_0's quantile: 11.1797
[16] valid_0's poisson: -63.8981 valid_0's quantile: 11.1471
[17] valid_0's poisson: -64.0018 valid_0's quantile: 11.1145
[18] valid_0's poisson: -64.1048 valid_0's quantile: 11.0825
[19] valid_0's poisson: -64.207 valid_0's quantile: 11.0506
[20] valid_0's poisson: -64.3086 valid_0's quantile: 11.0192
[21] valid_0's poisson: -64.4095 valid_0's quantile: 10.9879
[22] valid_0's poisson: -64.5097 valid_0's quantile: 10.9568
[23] valid_0's poisson: -64.6092 valid_0's quantile: 10.9258
[24] valid_0's poisson: -64.708 valid_0's quantile: 10.8951
[25] valid_0's poisson: -64.8062 valid_0's quantile: 10.8647
[26] valid_0's poisson: -64.9045 valid_0's quantile: 10.8345
[27] valid_0's poisson: -65.0014 valid_0's quantile: 10.8047
[28] valid_0's poisson: -65.0963 valid_0's quantile: 10.7752
[29] valid_0's poisson: -65.1927 valid_0's quantile: 10.7457
[30] valid_0's poisson: -65.2873 valid_0's quantile: 10.7167
[31] valid_0's poisson: -65.3814 valid_0's quantile: 10.6879
[32] valid_0's poisson: -65.4759 valid_0's quantile: 10.6588
[33] valid_0's poisson: -65.5687 valid_0's quantile: 10.6304
[34] valid_0's poisson: -65.662 valid_0's quantile: 10.6018
[35] valid_0's poisson: -65.7537 valid_0's quantile: 10.5738
[36] valid_0's poisson: -65.8458 valid_0's quantile: 10.5457
[37] valid_0's poisson: -65.9363 valid_0's quantile: 10.5182
[38] valid_0's poisson: -66.0284 valid_0's quantile: 10.4907
[39] valid_0's poisson: -66.1284 valid_0's quantile: 10.4607
[40] valid_0's poisson: -66.2298 valid_0's quantile: 10.4307
[41] valid_0's poisson: -66.3171 valid_0's quantile: 10.4045
[42] valid_0's poisson: -66.407 valid_0's quantile: 10.3781
[43] valid_0's poisson: -66.4952 valid_0's quantile: 10.352
[44] valid_0's poisson: -66.6013 valid_0's quantile: 10.3238
[45] valid_0's poisson: -66.7171 valid_0's quantile: 10.2926
[46] valid_0's poisson: -66.8322 valid_0's quantile: 10.2616
[47] valid_0's poisson: -66.9466 valid_0's quantile: 10.2307
[48] valid_0's poisson: -67.0603 valid_0's quantile: 10.1998
[49] valid_0's poisson: -67.1737 valid_0's quantile: 10.1692
[50] valid_0's poisson: -67.2864 valid_0's quantile: 10.1388
[51] valid_0's poisson: -67.3984 valid_0's quantile: 10.1085
[52] valid_0's poisson: -67.5096 valid_0's quantile: 10.0784
[53] valid_0's poisson: -67.6206 valid_0's quantile: 10.0485
[54] valid_0's poisson: -67.7309 valid_0's quantile: 10.0188
[55] valid_0's poisson: -67.8406 valid_0's quantile: 9.98923
[56] valid_0's poisson: -67.9458 valid_0's quantile: 9.95909
[57] valid_0's poisson: -68.051 valid_0's quantile: 9.92956
[58] valid_0's poisson: -68.1594 valid_0's quantile: 9.90128
[59] valid_0's poisson: -68.2672 valid_0's quantile: 9.87312
[60] valid_0's poisson: -68.3736 valid_0's quantile: 9.84503
[61] valid_0's poisson: -68.4805 valid_0's quantile: 9.81709
[62] valid_0's poisson: -68.5835 valid_0's quantile: 9.78874
[63] valid_0's poisson: -68.6893 valid_0's quantile: 9.76115
[64] valid_0's poisson: -68.7912 valid_0's quantile: 9.73313
[65] valid_0's poisson: -68.8926 valid_0's quantile: 9.70522
[66] valid_0's poisson: -68.9933 valid_0's quantile: 9.67742
[67] valid_0's poisson: -69.0934 valid_0's quantile: 9.64986
[68] valid_0's poisson: -69.1966 valid_0's quantile: 9.62291
[69] valid_0's poisson: -69.2854 valid_0's quantile: 9.59704
[70] valid_0's poisson: -69.384 valid_0's quantile: 9.5703
[71] valid_0's poisson: -69.4819 valid_0's quantile: 9.54387
[72] valid_0's poisson: -69.5793 valid_0's quantile: 9.51754
[73] valid_0's poisson: -69.6762 valid_0's quantile: 9.49148
[74] valid_0's poisson: -69.7767 valid_0's quantile: 9.46574
[75] valid_0's poisson: -69.8752 valid_0's quantile: 9.44026
[76] valid_0's poisson: -69.9742 valid_0's quantile: 9.41475
[77] valid_0's poisson: -70.0727 valid_0's quantile: 9.38937
[78] valid_0's poisson: -70.1699 valid_0's quantile: 9.36428
[79] valid_0's poisson: -70.2643 valid_0's quantile: 9.33914
[80] valid_0's poisson: -70.3519 valid_0's quantile: 9.31523
[81] valid_0's poisson: -70.4346 valid_0's quantile: 9.29233
[82] valid_0's poisson: -70.5262 valid_0's quantile: 9.26814
[83] valid_0's poisson: -70.6004 valid_0's quantile: 9.24798
[84] valid_0's poisson: -70.6784 valid_0's quantile: 9.22703
[85] valid_0's poisson: -70.7563 valid_0's quantile: 9.20445
[86] valid_0's poisson: -70.8436 valid_0's quantile: 9.18273
[87] valid_0's poisson: -70.9349 valid_0's quantile: 9.15858
[88] valid_0's poisson: -71.0214 valid_0's quantile: 9.13714
[89] valid_0's poisson: -71.1073 valid_0's quantile: 9.11584
[90] valid_0's poisson: -71.1998 valid_0's quantile: 9.09255
[91] valid_0's poisson: -71.2834 valid_0's quantile: 9.07109
[92] valid_0's poisson: -71.3753 valid_0's quantile: 9.04804
[93] valid_0's poisson: -71.4667 valid_0's quantile: 9.02507
[94] valid_0's poisson: -71.5622 valid_0's quantile: 9.00159
[95] valid_0's poisson: -71.6573 valid_0's quantile: 8.97822
[96] valid_0's poisson: -71.7386 valid_0's quantile: 8.95812
[97] valid_0's poisson: -71.8331 valid_0's quantile: 8.93522
[98] valid_0's poisson: -71.917 valid_0's quantile: 8.91499
[99] valid_0's poisson: -72.0005 valid_0's quantile: 8.89495
[100] valid_0's poisson: -72.0944 valid_0's quantile: 8.87206
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=1, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -70.7066 valid_0's quantile: 9.27622
[2] valid_0's poisson: -77.059 valid_0's quantile: 7.58773
[3] valid_0's poisson: -82.2725 valid_0's quantile: 6.45244
[4] valid_0's poisson: -86.3863 valid_0's quantile: 5.68317
[5] valid_0's poisson: -89.3487 valid_0's quantile: 5.14828
[6] valid_0's poisson: -92.159 valid_0's quantile: 4.72683
[7] valid_0's poisson: -94.3466 valid_0's quantile: 4.40661
[8] valid_0's poisson: -96.19 valid_0's quantile: 4.14721
[9] valid_0's poisson: -97.6275 valid_0's quantile: 3.95097
[10] valid_0's poisson: -98.7196 valid_0's quantile: 3.78508
[11] valid_0's poisson: -99.6336 valid_0's quantile: 3.66986
[12] valid_0's poisson: -100.325 valid_0's quantile: 3.57286
[13] valid_0's poisson: -100.949 valid_0's quantile: 3.48685
[14] valid_0's poisson: -101.401 valid_0's quantile: 3.40427
[15] valid_0's poisson: -101.878 valid_0's quantile: 3.34756
[16] valid_0's poisson: -102.175 valid_0's quantile: 3.31457
[17] valid_0's poisson: -102.4 valid_0's quantile: 3.28591
[18] valid_0's poisson: -102.595 valid_0's quantile: 3.26542
[19] valid_0's poisson: -102.797 valid_0's quantile: 3.2329
[20] valid_0's poisson: -102.94 valid_0's quantile: 3.21249
[21] valid_0's poisson: -103.064 valid_0's quantile: 3.18437
[22] valid_0's poisson: -103.166 valid_0's quantile: 3.17208
[23] valid_0's poisson: -103.265 valid_0's quantile: 3.16152
[24] valid_0's poisson: -103.282 valid_0's quantile: 3.15334
[25] valid_0's poisson: -103.394 valid_0's quantile: 3.12786
[26] valid_0's poisson: -103.492 valid_0's quantile: 3.09301
[27] valid_0's poisson: -103.587 valid_0's quantile: 3.08419
[28] valid_0's poisson: -103.59 valid_0's quantile: 3.07798
[29] valid_0's poisson: -103.648 valid_0's quantile: 3.06581
[30] valid_0's poisson: -103.698 valid_0's quantile: 3.05566
[31] valid_0's poisson: -103.744 valid_0's quantile: 3.04656
[32] valid_0's poisson: -103.764 valid_0's quantile: 3.03705
[33] valid_0's poisson: -103.821 valid_0's quantile: 3.02728
[34] valid_0's poisson: -103.859 valid_0's quantile: 3.02478
[35] valid_0's poisson: -103.883 valid_0's quantile: 3.02348
[36] valid_0's poisson: -103.913 valid_0's quantile: 3.01106
[37] valid_0's poisson: -103.96 valid_0's quantile: 3.0069
[38] valid_0's poisson: -103.953 valid_0's quantile: 3.00332
[39] valid_0's poisson: -103.985 valid_0's quantile: 3.00234
[40] valid_0's poisson: -104.013 valid_0's quantile: 2.99957
[41] valid_0's poisson: -104.059 valid_0's quantile: 2.99203
[42] valid_0's poisson: -104.092 valid_0's quantile: 2.98771
[43] valid_0's poisson: -104.114 valid_0's quantile: 2.98532
[44] valid_0's poisson: -104.122 valid_0's quantile: 2.98379
[45] valid_0's poisson: -104.164 valid_0's quantile: 2.97808
[46] valid_0's poisson: -104.179 valid_0's quantile: 2.97352
[47] valid_0's poisson: -104.192 valid_0's quantile: 2.97221
[48] valid_0's poisson: -104.205 valid_0's quantile: 2.97221
[49] valid_0's poisson: -104.224 valid_0's quantile: 2.9698
[50] valid_0's poisson: -104.259 valid_0's quantile: 2.96109
[51] valid_0's poisson: -104.322 valid_0's quantile: 2.94723
[52] valid_0's poisson: -104.332 valid_0's quantile: 2.93283
[53] valid_0's poisson: -104.35 valid_0's quantile: 2.92497
[54] valid_0's poisson: -104.347 valid_0's quantile: 2.92099
[55] valid_0's poisson: -104.366 valid_0's quantile: 2.92044
[56] valid_0's poisson: -104.405 valid_0's quantile: 2.91803
[57] valid_0's poisson: -104.433 valid_0's quantile: 2.90896
[58] valid_0's poisson: -104.462 valid_0's quantile: 2.90379
[59] valid_0's poisson: -104.489 valid_0's quantile: 2.90019
[60] valid_0's poisson: -104.5 valid_0's quantile: 2.89883
[61] valid_0's poisson: -104.476 valid_0's quantile: 2.89865
[62] valid_0's poisson: -104.509 valid_0's quantile: 2.89458
[63] valid_0's poisson: -104.522 valid_0's quantile: 2.89436
[64] valid_0's poisson: -104.509 valid_0's quantile: 2.89176
[65] valid_0's poisson: -104.521 valid_0's quantile: 2.89169
[66] valid_0's poisson: -104.527 valid_0's quantile: 2.88986
[67] valid_0's poisson: -104.555 valid_0's quantile: 2.88714
[68] valid_0's poisson: -104.596 valid_0's quantile: 2.88309
[69] valid_0's poisson: -104.594 valid_0's quantile: 2.88282
[70] valid_0's poisson: -104.637 valid_0's quantile: 2.88047
[71] valid_0's poisson: -104.635 valid_0's quantile: 2.87747
[72] valid_0's poisson: -104.632 valid_0's quantile: 2.87692
[73] valid_0's poisson: -104.667 valid_0's quantile: 2.87328
[74] valid_0's poisson: -104.696 valid_0's quantile: 2.86996
[75] valid_0's poisson: -104.713 valid_0's quantile: 2.86612
[76] valid_0's poisson: -104.722 valid_0's quantile: 2.86548
[77] valid_0's poisson: -104.728 valid_0's quantile: 2.86256
[78] valid_0's poisson: -104.739 valid_0's quantile: 2.86247
[79] valid_0's poisson: -104.761 valid_0's quantile: 2.86216
[80] valid_0's poisson: -104.785 valid_0's quantile: 2.85925
[81] valid_0's poisson: -104.803 valid_0's quantile: 2.85848
[82] valid_0's poisson: -104.826 valid_0's quantile: 2.85895
[83] valid_0's poisson: -104.849 valid_0's quantile: 2.8596
[84] valid_0's poisson: -104.866 valid_0's quantile: 2.84295
[85] valid_0's poisson: -104.859 valid_0's quantile: 2.84337
[86] valid_0's poisson: -104.867 valid_0's quantile: 2.83996
[87] valid_0's poisson: -104.862 valid_0's quantile: 2.83956
[88] valid_0's poisson: -104.821 valid_0's quantile: 2.83849
[89] valid_0's poisson: -104.846 valid_0's quantile: 2.83964
[90] valid_0's poisson: -104.854 valid_0's quantile: 2.84009
[91] valid_0's poisson: -104.853 valid_0's quantile: 2.83941
[92] valid_0's poisson: -104.871 valid_0's quantile: 2.83875
[93] valid_0's poisson: -104.869 valid_0's quantile: 2.83829
[94] valid_0's poisson: -104.883 valid_0's quantile: 2.83785
[95] valid_0's poisson: -104.873 valid_0's quantile: 2.83756
[96] valid_0's poisson: -104.878 valid_0's quantile: 2.83709
[97] valid_0's poisson: -104.853 valid_0's quantile: 2.83164
[98] valid_0's poisson: -104.858 valid_0's quantile: 2.83215
[99] valid_0's poisson: -104.86 valid_0's quantile: 2.8324
[100] valid_0's poisson: -104.868 valid_0's quantile: 2.83245
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -71.1252 valid_0's quantile: 9.22733
[2] valid_0's poisson: -77.1033 valid_0's quantile: 7.65737
[3] valid_0's poisson: -82.4564 valid_0's quantile: 6.4809
[4] valid_0's poisson: -86.6474 valid_0's quantile: 5.68957
[5] valid_0's poisson: -89.5802 valid_0's quantile: 5.17103
[6] valid_0's poisson: -92.125 valid_0's quantile: 4.78333
[7] valid_0's poisson: -94.2477 valid_0's quantile: 4.44924
[8] valid_0's poisson: -95.8057 valid_0's quantile: 4.24184
[9] valid_0's poisson: -97.3578 valid_0's quantile: 4.01469
[10] valid_0's poisson: -98.5309 valid_0's quantile: 3.83994
[11] valid_0's poisson: -99.3264 valid_0's quantile: 3.72823
[12] valid_0's poisson: -100.134 valid_0's quantile: 3.62309
[13] valid_0's poisson: -100.736 valid_0's quantile: 3.54219
[14] valid_0's poisson: -101.205 valid_0's quantile: 3.48723
[15] valid_0's poisson: -101.605 valid_0's quantile: 3.43672
[16] valid_0's poisson: -101.869 valid_0's quantile: 3.39619
[17] valid_0's poisson: -102.083 valid_0's quantile: 3.35597
[18] valid_0's poisson: -102.248 valid_0's quantile: 3.34293
[19] valid_0's poisson: -102.37 valid_0's quantile: 3.3204
[20] valid_0's poisson: -102.493 valid_0's quantile: 3.30321
[21] valid_0's poisson: -102.594 valid_0's quantile: 3.28914
[22] valid_0's poisson: -102.695 valid_0's quantile: 3.26284
[23] valid_0's poisson: -102.867 valid_0's quantile: 3.22101
[24] valid_0's poisson: -102.912 valid_0's quantile: 3.213
[25] valid_0's poisson: -102.973 valid_0's quantile: 3.19502
[26] valid_0's poisson: -103.024 valid_0's quantile: 3.18633
[27] valid_0's poisson: -103.101 valid_0's quantile: 3.17504
[28] valid_0's poisson: -103.231 valid_0's quantile: 3.1357
[29] valid_0's poisson: -103.26 valid_0's quantile: 3.12781
[30] valid_0's poisson: -103.296 valid_0's quantile: 3.11986
[31] valid_0's poisson: -103.368 valid_0's quantile: 3.11051
[32] valid_0's poisson: -103.424 valid_0's quantile: 3.10533
[33] valid_0's poisson: -103.426 valid_0's quantile: 3.1046
[34] valid_0's poisson: -103.439 valid_0's quantile: 3.10343
[35] valid_0's poisson: -103.464 valid_0's quantile: 3.10161
[36] valid_0's poisson: -103.487 valid_0's quantile: 3.09119
[37] valid_0's poisson: -103.507 valid_0's quantile: 3.08809
[38] valid_0's poisson: -103.546 valid_0's quantile: 3.08277
[39] valid_0's poisson: -103.588 valid_0's quantile: 3.08221
[40] valid_0's poisson: -103.608 valid_0's quantile: 3.07989
[41] valid_0's poisson: -103.638 valid_0's quantile: 3.05701
[42] valid_0's poisson: -103.654 valid_0's quantile: 3.05405
[43] valid_0's poisson: -103.673 valid_0's quantile: 3.04956
[44] valid_0's poisson: -103.713 valid_0's quantile: 3.04537
[45] valid_0's poisson: -103.741 valid_0's quantile: 3.02799
[46] valid_0's poisson: -103.805 valid_0's quantile: 3.01801
[47] valid_0's poisson: -103.818 valid_0's quantile: 3.01327
[48] valid_0's poisson: -103.882 valid_0's quantile: 3.00559
[49] valid_0's poisson: -103.893 valid_0's quantile: 3.00581
[50] valid_0's poisson: -103.898 valid_0's quantile: 3.00517
[51] valid_0's poisson: -103.926 valid_0's quantile: 3.00208
[52] valid_0's poisson: -103.958 valid_0's quantile: 2.99827
[53] valid_0's poisson: -103.972 valid_0's quantile: 2.99293
[54] valid_0's poisson: -103.986 valid_0's quantile: 2.98935
[55] valid_0's poisson: -104.007 valid_0's quantile: 2.97888
[56] valid_0's poisson: -103.993 valid_0's quantile: 2.98016
[57] valid_0's poisson: -104.04 valid_0's quantile: 2.97695
[58] valid_0's poisson: -104.062 valid_0's quantile: 2.9749
[59] valid_0's poisson: -104.06 valid_0's quantile: 2.97397
[60] valid_0's poisson: -104.068 valid_0's quantile: 2.97449
[61] valid_0's poisson: -104.119 valid_0's quantile: 2.96722
[62] valid_0's poisson: -104.138 valid_0's quantile: 2.96449
[63] valid_0's poisson: -104.158 valid_0's quantile: 2.9619
[64] valid_0's poisson: -104.198 valid_0's quantile: 2.95803
[65] valid_0's poisson: -104.305 valid_0's quantile: 2.94375
[66] valid_0's poisson: -104.327 valid_0's quantile: 2.93099
[67] valid_0's poisson: -104.358 valid_0's quantile: 2.92691
[68] valid_0's poisson: -104.366 valid_0's quantile: 2.92677
[69] valid_0's poisson: -104.362 valid_0's quantile: 2.92748
[70] valid_0's poisson: -104.357 valid_0's quantile: 2.92509
[71] valid_0's poisson: -104.36 valid_0's quantile: 2.92353
[72] valid_0's poisson: -104.376 valid_0's quantile: 2.91985
[73] valid_0's poisson: -104.382 valid_0's quantile: 2.91698
[74] valid_0's poisson: -104.379 valid_0's quantile: 2.9169
[75] valid_0's poisson: -104.407 valid_0's quantile: 2.91228
[76] valid_0's poisson: -104.407 valid_0's quantile: 2.9122
[77] valid_0's poisson: -104.416 valid_0's quantile: 2.91066
[78] valid_0's poisson: -104.42 valid_0's quantile: 2.90961
[79] valid_0's poisson: -104.414 valid_0's quantile: 2.9081
[80] valid_0's poisson: -104.421 valid_0's quantile: 2.90647
[81] valid_0's poisson: -104.433 valid_0's quantile: 2.90578
[82] valid_0's poisson: -104.437 valid_0's quantile: 2.90134
[83] valid_0's poisson: -104.482 valid_0's quantile: 2.89756
[84] valid_0's poisson: -104.487 valid_0's quantile: 2.89691
[85] valid_0's poisson: -104.496 valid_0's quantile: 2.89611
[86] valid_0's poisson: -104.506 valid_0's quantile: 2.89504
[87] valid_0's poisson: -104.512 valid_0's quantile: 2.8935
[88] valid_0's poisson: -104.52 valid_0's quantile: 2.89382
[89] valid_0's poisson: -104.518 valid_0's quantile: 2.89368
[90] valid_0's poisson: -104.513 valid_0's quantile: 2.89374
[91] valid_0's poisson: -104.514 valid_0's quantile: 2.89326
[92] valid_0's poisson: -104.524 valid_0's quantile: 2.89134
[93] valid_0's poisson: -104.525 valid_0's quantile: 2.8903
[94] valid_0's poisson: -104.531 valid_0's quantile: 2.8892
[95] valid_0's poisson: -104.534 valid_0's quantile: 2.88661
[96] valid_0's poisson: -104.53 valid_0's quantile: 2.88544
[97] valid_0's poisson: -104.533 valid_0's quantile: 2.88504
[98] valid_0's poisson: -104.531 valid_0's quantile: 2.882
[99] valid_0's poisson: -104.542 valid_0's quantile: 2.88238
[100] valid_0's poisson: -104.553 valid_0's quantile: 2.8806
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -71.3776 valid_0's quantile: 9.2099
[2] valid_0's poisson: -77.175 valid_0's quantile: 7.67038
[3] valid_0's poisson: -82.4334 valid_0's quantile: 6.48865
[4] valid_0's poisson: -86.2115 valid_0's quantile: 5.73262
[5] valid_0's poisson: -89.5778 valid_0's quantile: 5.16807
[6] valid_0's poisson: -92.207 valid_0's quantile: 4.787
[7] valid_0's poisson: -94.1406 valid_0's quantile: 4.49971
[8] valid_0's poisson: -95.7862 valid_0's quantile: 4.23182
[9] valid_0's poisson: -97.0583 valid_0's quantile: 4.04177
[10] valid_0's poisson: -98.308 valid_0's quantile: 3.87553
[11] valid_0's poisson: -99.3459 valid_0's quantile: 3.73186
[12] valid_0's poisson: -100.087 valid_0's quantile: 3.63005
[13] valid_0's poisson: -100.744 valid_0's quantile: 3.55066
[14] valid_0's poisson: -101.214 valid_0's quantile: 3.48186
[15] valid_0's poisson: -101.514 valid_0's quantile: 3.40748
[16] valid_0's poisson: -101.807 valid_0's quantile: 3.36217
[17] valid_0's poisson: -102.026 valid_0's quantile: 3.33663
[18] valid_0's poisson: -102.271 valid_0's quantile: 3.30922
[19] valid_0's poisson: -102.445 valid_0's quantile: 3.29118
[20] valid_0's poisson: -102.636 valid_0's quantile: 3.27041
[21] valid_0's poisson: -102.776 valid_0's quantile: 3.24877
[22] valid_0's poisson: -102.889 valid_0's quantile: 3.23208
[23] valid_0's poisson: -102.983 valid_0's quantile: 3.21786
[24] valid_0's poisson: -103.079 valid_0's quantile: 3.2046
[25] valid_0's poisson: -103.186 valid_0's quantile: 3.18498
[26] valid_0's poisson: -103.255 valid_0's quantile: 3.17745
[27] valid_0's poisson: -103.285 valid_0's quantile: 3.17036
[28] valid_0's poisson: -103.312 valid_0's quantile: 3.14863
[29] valid_0's poisson: -103.365 valid_0's quantile: 3.13882
[30] valid_0's poisson: -103.372 valid_0's quantile: 3.13056
[31] valid_0's poisson: -103.429 valid_0's quantile: 3.11827
[32] valid_0's poisson: -103.494 valid_0's quantile: 3.11177
[33] valid_0's poisson: -103.527 valid_0's quantile: 3.10687
[34] valid_0's poisson: -103.58 valid_0's quantile: 3.09885
[35] valid_0's poisson: -103.578 valid_0's quantile: 3.09541
[36] valid_0's poisson: -103.623 valid_0's quantile: 3.07935
[37] valid_0's poisson: -103.666 valid_0's quantile: 3.07548
[38] valid_0's poisson: -103.691 valid_0's quantile: 3.06621
[39] valid_0's poisson: -103.704 valid_0's quantile: 3.06004
[40] valid_0's poisson: -103.715 valid_0's quantile: 3.05952
[41] valid_0's poisson: -103.754 valid_0's quantile: 3.04876
[42] valid_0's poisson: -103.744 valid_0's quantile: 3.03911
[43] valid_0's poisson: -103.79 valid_0's quantile: 3.01881
[44] valid_0's poisson: -103.759 valid_0's quantile: 3.00997
[45] valid_0's poisson: -103.804 valid_0's quantile: 3.00514
[46] valid_0's poisson: -103.837 valid_0's quantile: 3.00161
[47] valid_0's poisson: -103.874 valid_0's quantile: 3.00042
[48] valid_0's poisson: -103.885 valid_0's quantile: 2.99421
[49] valid_0's poisson: -103.898 valid_0's quantile: 2.99376
[50] valid_0's poisson: -103.912 valid_0's quantile: 2.98676
[51] valid_0's poisson: -104.01 valid_0's quantile: 2.97113
[52] valid_0's poisson: -104.066 valid_0's quantile: 2.96556
[53] valid_0's poisson: -104.072 valid_0's quantile: 2.96498
[54] valid_0's poisson: -104.116 valid_0's quantile: 2.9565
[55] valid_0's poisson: -104.127 valid_0's quantile: 2.95158
[56] valid_0's poisson: -104.139 valid_0's quantile: 2.93684
[57] valid_0's poisson: -104.167 valid_0's quantile: 2.93481
[58] valid_0's poisson: -104.18 valid_0's quantile: 2.92549
[59] valid_0's poisson: -104.206 valid_0's quantile: 2.92104
[60] valid_0's poisson: -104.228 valid_0's quantile: 2.91864
[61] valid_0's poisson: -104.263 valid_0's quantile: 2.91641
[62] valid_0's poisson: -104.284 valid_0's quantile: 2.91497
[63] valid_0's poisson: -104.281 valid_0's quantile: 2.91388
[64] valid_0's poisson: -104.303 valid_0's quantile: 2.90927
[65] valid_0's poisson: -104.303 valid_0's quantile: 2.9067
[66] valid_0's poisson: -104.32 valid_0's quantile: 2.90671
[67] valid_0's poisson: -104.379 valid_0's quantile: 2.89251
[68] valid_0's poisson: -104.393 valid_0's quantile: 2.89031
[69] valid_0's poisson: -104.39 valid_0's quantile: 2.88788
[70] valid_0's poisson: -104.4 valid_0's quantile: 2.88778
[71] valid_0's poisson: -104.423 valid_0's quantile: 2.88592
[72] valid_0's poisson: -104.494 valid_0's quantile: 2.87669
[73] valid_0's poisson: -104.495 valid_0's quantile: 2.87565
[74] valid_0's poisson: -104.514 valid_0's quantile: 2.87181
[75] valid_0's poisson: -104.519 valid_0's quantile: 2.87086
[76] valid_0's poisson: -104.527 valid_0's quantile: 2.85847
[77] valid_0's poisson: -104.539 valid_0's quantile: 2.85715
[78] valid_0's poisson: -104.549 valid_0's quantile: 2.85497
[79] valid_0's poisson: -104.56 valid_0's quantile: 2.85382
[80] valid_0's poisson: -104.576 valid_0's quantile: 2.85015
[81] valid_0's poisson: -104.598 valid_0's quantile: 2.84473
[82] valid_0's poisson: -104.617 valid_0's quantile: 2.84309
[83] valid_0's poisson: -104.633 valid_0's quantile: 2.84158
[84] valid_0's poisson: -104.633 valid_0's quantile: 2.84227
[85] valid_0's poisson: -104.643 valid_0's quantile: 2.84065
[86] valid_0's poisson: -104.647 valid_0's quantile: 2.83811
[87] valid_0's poisson: -104.653 valid_0's quantile: 2.83662
[88] valid_0's poisson: -104.676 valid_0's quantile: 2.83465
[89] valid_0's poisson: -104.684 valid_0's quantile: 2.83426
[90] valid_0's poisson: -104.686 valid_0's quantile: 2.83349
[91] valid_0's poisson: -104.695 valid_0's quantile: 2.83181
[92] valid_0's poisson: -104.703 valid_0's quantile: 2.83085
[93] valid_0's poisson: -104.71 valid_0's quantile: 2.82873
[94] valid_0's poisson: -104.716 valid_0's quantile: 2.82891
[95] valid_0's poisson: -104.717 valid_0's quantile: 2.82671
[96] valid_0's poisson: -104.735 valid_0's quantile: 2.82609
[97] valid_0's poisson: -104.738 valid_0's quantile: 2.82623
[98] valid_0's poisson: -104.736 valid_0's quantile: 2.82661
[99] valid_0's poisson: -104.744 valid_0's quantile: 2.8266
[100] valid_0's poisson: -104.753 valid_0's quantile: 2.8254
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -71.7375 valid_0's quantile: 9.25382
[2] valid_0's poisson: -77.6375 valid_0's quantile: 7.69601
[3] valid_0's poisson: -82.482 valid_0's quantile: 6.56825
[4] valid_0's poisson: -86.7605 valid_0's quantile: 5.71987
[5] valid_0's poisson: -89.8923 valid_0's quantile: 5.14042
[6] valid_0's poisson: -92.5306 valid_0's quantile: 4.70599
[7] valid_0's poisson: -94.6231 valid_0's quantile: 4.38349
[8] valid_0's poisson: -96.2455 valid_0's quantile: 4.14502
[9] valid_0's poisson: -97.6247 valid_0's quantile: 3.94983
[10] valid_0's poisson: -98.8314 valid_0's quantile: 3.79271
[11] valid_0's poisson: -99.7153 valid_0's quantile: 3.66808
[12] valid_0's poisson: -100.485 valid_0's quantile: 3.56489
[13] valid_0's poisson: -101.152 valid_0's quantile: 3.48498
[14] valid_0's poisson: -101.624 valid_0's quantile: 3.42483
[15] valid_0's poisson: -102.098 valid_0's quantile: 3.36393
[16] valid_0's poisson: -102.495 valid_0's quantile: 3.31157
[17] valid_0's poisson: -102.725 valid_0's quantile: 3.28631
[18] valid_0's poisson: -102.907 valid_0's quantile: 3.25899
[19] valid_0's poisson: -103.002 valid_0's quantile: 3.24123
[20] valid_0's poisson: -103.121 valid_0's quantile: 3.22778
[21] valid_0's poisson: -103.227 valid_0's quantile: 3.18636
[22] valid_0's poisson: -103.292 valid_0's quantile: 3.16956
[23] valid_0's poisson: -103.338 valid_0's quantile: 3.14897
[24] valid_0's poisson: -103.413 valid_0's quantile: 3.13977
[25] valid_0's poisson: -103.525 valid_0's quantile: 3.12273
[26] valid_0's poisson: -103.595 valid_0's quantile: 3.11237
[27] valid_0's poisson: -103.653 valid_0's quantile: 3.10172
[28] valid_0's poisson: -103.706 valid_0's quantile: 3.09391
[29] valid_0's poisson: -103.746 valid_0's quantile: 3.08307
[30] valid_0's poisson: -103.781 valid_0's quantile: 3.07719
[31] valid_0's poisson: -103.78 valid_0's quantile: 3.07269
[32] valid_0's poisson: -103.782 valid_0's quantile: 3.0739
[33] valid_0's poisson: -103.813 valid_0's quantile: 3.0694
[34] valid_0's poisson: -103.804 valid_0's quantile: 3.06714
[35] valid_0's poisson: -103.812 valid_0's quantile: 3.06007
[36] valid_0's poisson: -103.875 valid_0's quantile: 3.05461
[37] valid_0's poisson: -103.903 valid_0's quantile: 3.05025
[38] valid_0's poisson: -103.912 valid_0's quantile: 3.04741
[39] valid_0's poisson: -103.918 valid_0's quantile: 3.04199
[40] valid_0's poisson: -103.919 valid_0's quantile: 3.03335
[41] valid_0's poisson: -103.937 valid_0's quantile: 3.01965
[42] valid_0's poisson: -103.951 valid_0's quantile: 3.01566
[43] valid_0's poisson: -103.956 valid_0's quantile: 3.00324
[44] valid_0's poisson: -103.966 valid_0's quantile: 2.99805
[45] valid_0's poisson: -104.002 valid_0's quantile: 2.99403
[46] valid_0's poisson: -104.016 valid_0's quantile: 2.99127
[47] valid_0's poisson: -104.05 valid_0's quantile: 2.98558
[48] valid_0's poisson: -104.049 valid_0's quantile: 2.98556
[49] valid_0's poisson: -104.067 valid_0's quantile: 2.98273
[50] valid_0's poisson: -104.119 valid_0's quantile: 2.97481
[51] valid_0's poisson: -104.14 valid_0's quantile: 2.96774
[52] valid_0's poisson: -104.161 valid_0's quantile: 2.96239
[53] valid_0's poisson: -104.16 valid_0's quantile: 2.96094
[54] valid_0's poisson: -104.144 valid_0's quantile: 2.9602
[55] valid_0's poisson: -104.157 valid_0's quantile: 2.95725
[56] valid_0's poisson: -104.177 valid_0's quantile: 2.9533
[57] valid_0's poisson: -104.192 valid_0's quantile: 2.95412
[58] valid_0's poisson: -104.219 valid_0's quantile: 2.94644
[59] valid_0's poisson: -104.25 valid_0's quantile: 2.94541
[60] valid_0's poisson: -104.272 valid_0's quantile: 2.94487
[61] valid_0's poisson: -104.283 valid_0's quantile: 2.94433
[62] valid_0's poisson: -104.274 valid_0's quantile: 2.944
[63] valid_0's poisson: -104.284 valid_0's quantile: 2.94331
[64] valid_0's poisson: -104.273 valid_0's quantile: 2.94487
[65] valid_0's poisson: -104.292 valid_0's quantile: 2.94528
[66] valid_0's poisson: -104.294 valid_0's quantile: 2.94364
[67] valid_0's poisson: -104.322 valid_0's quantile: 2.94387
[68] valid_0's poisson: -104.312 valid_0's quantile: 2.92597
[69] valid_0's poisson: -104.307 valid_0's quantile: 2.90862
[70] valid_0's poisson: -104.287 valid_0's quantile: 2.90841
[71] valid_0's poisson: -104.308 valid_0's quantile: 2.90581
[72] valid_0's poisson: -104.322 valid_0's quantile: 2.90421
[73] valid_0's poisson: -104.341 valid_0's quantile: 2.90042
[74] valid_0's poisson: -104.357 valid_0's quantile: 2.90077
[75] valid_0's poisson: -104.379 valid_0's quantile: 2.89989
[76] valid_0's poisson: -104.402 valid_0's quantile: 2.89395
[77] valid_0's poisson: -104.412 valid_0's quantile: 2.89148
[78] valid_0's poisson: -104.424 valid_0's quantile: 2.8891
[79] valid_0's poisson: -104.434 valid_0's quantile: 2.88767
[80] valid_0's poisson: -104.444 valid_0's quantile: 2.88867
[81] valid_0's poisson: -104.465 valid_0's quantile: 2.88749
[82] valid_0's poisson: -104.459 valid_0's quantile: 2.88994
[83] valid_0's poisson: -104.464 valid_0's quantile: 2.88653
[84] valid_0's poisson: -104.467 valid_0's quantile: 2.88607
[85] valid_0's poisson: -104.489 valid_0's quantile: 2.88535
[86] valid_0's poisson: -104.465 valid_0's quantile: 2.88211
[87] valid_0's poisson: -104.463 valid_0's quantile: 2.88289
[88] valid_0's poisson: -104.47 valid_0's quantile: 2.87232
[89] valid_0's poisson: -104.487 valid_0's quantile: 2.86965
[90] valid_0's poisson: -104.49 valid_0's quantile: 2.86973
[91] valid_0's poisson: -104.499 valid_0's quantile: 2.8628
[92] valid_0's poisson: -104.504 valid_0's quantile: 2.86239
[93] valid_0's poisson: -104.503 valid_0's quantile: 2.86191
[94] valid_0's poisson: -104.5 valid_0's quantile: 2.86011
[95] valid_0's poisson: -104.505 valid_0's quantile: 2.85811
[96] valid_0's poisson: -104.497 valid_0's quantile: 2.85772
[97] valid_0's poisson: -104.506 valid_0's quantile: 2.85593
[98] valid_0's poisson: -104.515 valid_0's quantile: 2.85598
[99] valid_0's poisson: -104.513 valid_0's quantile: 2.85501
[100] valid_0's poisson: -104.533 valid_0's quantile: 2.84904
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -70.1815 valid_0's quantile: 9.34262
[2] valid_0's poisson: -77.0738 valid_0's quantile: 7.61837
[3] valid_0's poisson: -82.1554 valid_0's quantile: 6.53274
[4] valid_0's poisson: -86.4274 valid_0's quantile: 5.70893
[5] valid_0's poisson: -89.5675 valid_0's quantile: 5.16971
[6] valid_0's poisson: -92.3752 valid_0's quantile: 4.72086
[7] valid_0's poisson: -94.5039 valid_0's quantile: 4.40286
[8] valid_0's poisson: -96.4672 valid_0's quantile: 4.13752
[9] valid_0's poisson: -97.9339 valid_0's quantile: 3.92351
[10] valid_0's poisson: -99.0704 valid_0's quantile: 3.77193
[11] valid_0's poisson: -99.9355 valid_0's quantile: 3.63615
[12] valid_0's poisson: -100.71 valid_0's quantile: 3.53722
[13] valid_0's poisson: -101.411 valid_0's quantile: 3.45268
[14] valid_0's poisson: -101.931 valid_0's quantile: 3.38893
[15] valid_0's poisson: -102.276 valid_0's quantile: 3.34068
[16] valid_0's poisson: -102.692 valid_0's quantile: 3.29131
[17] valid_0's poisson: -102.99 valid_0's quantile: 3.25296
[18] valid_0's poisson: -103.227 valid_0's quantile: 3.22097
[19] valid_0's poisson: -103.389 valid_0's quantile: 3.19575
[20] valid_0's poisson: -103.519 valid_0's quantile: 3.18018
[21] valid_0's poisson: -103.622 valid_0's quantile: 3.16556
[22] valid_0's poisson: -103.703 valid_0's quantile: 3.15714
[23] valid_0's poisson: -103.754 valid_0's quantile: 3.13614
[24] valid_0's poisson: -103.834 valid_0's quantile: 3.12061
[25] valid_0's poisson: -103.85 valid_0's quantile: 3.1144
[26] valid_0's poisson: -103.87 valid_0's quantile: 3.10576
[27] valid_0's poisson: -103.872 valid_0's quantile: 3.08299
[28] valid_0's poisson: -103.954 valid_0's quantile: 3.07776
[29] valid_0's poisson: -103.961 valid_0's quantile: 3.06935
[30] valid_0's poisson: -103.993 valid_0's quantile: 3.05911
[31] valid_0's poisson: -103.994 valid_0's quantile: 3.06056
[32] valid_0's poisson: -104.031 valid_0's quantile: 3.05471
[33] valid_0's poisson: -104.022 valid_0's quantile: 3.05367
[34] valid_0's poisson: -104.036 valid_0's quantile: 3.04601
[35] valid_0's poisson: -104.054 valid_0's quantile: 3.04308
[36] valid_0's poisson: -104.01 valid_0's quantile: 3.04359
[37] valid_0's poisson: -104.04 valid_0's quantile: 3.03975
[38] valid_0's poisson: -104.052 valid_0's quantile: 3.03735
[39] valid_0's poisson: -104.06 valid_0's quantile: 3.02921
[40] valid_0's poisson: -104.134 valid_0's quantile: 3.01385
[41] valid_0's poisson: -104.143 valid_0's quantile: 3.00828
[42] valid_0's poisson: -104.157 valid_0's quantile: 3.00602
[43] valid_0's poisson: -104.208 valid_0's quantile: 3.00249
[44] valid_0's poisson: -104.236 valid_0's quantile: 2.99802
[45] valid_0's poisson: -104.247 valid_0's quantile: 2.99736
[46] valid_0's poisson: -104.268 valid_0's quantile: 2.99569
[47] valid_0's poisson: -104.282 valid_0's quantile: 2.99317
[48] valid_0's poisson: -104.32 valid_0's quantile: 2.98118
[49] valid_0's poisson: -104.299 valid_0's quantile: 2.98053
[50] valid_0's poisson: -104.304 valid_0's quantile: 2.97962
[51] valid_0's poisson: -104.343 valid_0's quantile: 2.97537
[52] valid_0's poisson: -104.339 valid_0's quantile: 2.976
[53] valid_0's poisson: -104.336 valid_0's quantile: 2.97534
[54] valid_0's poisson: -104.34 valid_0's quantile: 2.96949
[55] valid_0's poisson: -104.348 valid_0's quantile: 2.96901
[56] valid_0's poisson: -104.358 valid_0's quantile: 2.96496
[57] valid_0's poisson: -104.373 valid_0's quantile: 2.9609
[58] valid_0's poisson: -104.391 valid_0's quantile: 2.95692
[59] valid_0's poisson: -104.398 valid_0's quantile: 2.95685
[60] valid_0's poisson: -104.42 valid_0's quantile: 2.95438
[61] valid_0's poisson: -104.424 valid_0's quantile: 2.95448
[62] valid_0's poisson: -104.433 valid_0's quantile: 2.95325
[63] valid_0's poisson: -104.44 valid_0's quantile: 2.95233
[64] valid_0's poisson: -104.441 valid_0's quantile: 2.95309
[65] valid_0's poisson: -104.449 valid_0's quantile: 2.93487
[66] valid_0's poisson: -104.482 valid_0's quantile: 2.93211
[67] valid_0's poisson: -104.496 valid_0's quantile: 2.93243
[68] valid_0's poisson: -104.499 valid_0's quantile: 2.9189
[69] valid_0's poisson: -104.519 valid_0's quantile: 2.91738
[70] valid_0's poisson: -104.538 valid_0's quantile: 2.91568
[71] valid_0's poisson: -104.54 valid_0's quantile: 2.91249
[72] valid_0's poisson: -104.533 valid_0's quantile: 2.91167
[73] valid_0's poisson: -104.534 valid_0's quantile: 2.90693
[74] valid_0's poisson: -104.554 valid_0's quantile: 2.90307
[75] valid_0's poisson: -104.577 valid_0's quantile: 2.90106
[76] valid_0's poisson: -104.587 valid_0's quantile: 2.89558
[77] valid_0's poisson: -104.592 valid_0's quantile: 2.89548
[78] valid_0's poisson: -104.589 valid_0's quantile: 2.89477
[79] valid_0's poisson: -104.591 valid_0's quantile: 2.89672
[80] valid_0's poisson: -104.604 valid_0's quantile: 2.89533
[81] valid_0's poisson: -104.625 valid_0's quantile: 2.89316
[82] valid_0's poisson: -104.635 valid_0's quantile: 2.89415
[83] valid_0's poisson: -104.638 valid_0's quantile: 2.89276
[84] valid_0's poisson: -104.641 valid_0's quantile: 2.888
[85] valid_0's poisson: -104.653 valid_0's quantile: 2.88647
[86] valid_0's poisson: -104.677 valid_0's quantile: 2.88236
[87] valid_0's poisson: -104.677 valid_0's quantile: 2.88227
[88] valid_0's poisson: -104.689 valid_0's quantile: 2.88215
[89] valid_0's poisson: -104.699 valid_0's quantile: 2.88232
[90] valid_0's poisson: -104.714 valid_0's quantile: 2.88095
[91] valid_0's poisson: -104.713 valid_0's quantile: 2.87425
[92] valid_0's poisson: -104.714 valid_0's quantile: 2.87456
[93] valid_0's poisson: -104.732 valid_0's quantile: 2.87234
[94] valid_0's poisson: -104.738 valid_0's quantile: 2.87274
[95] valid_0's poisson: -104.74 valid_0's quantile: 2.87245
[96] valid_0's poisson: -104.763 valid_0's quantile: 2.8745
[97] valid_0's poisson: -104.768 valid_0's quantile: 2.87413
[98] valid_0's poisson: -104.772 valid_0's quantile: 2.87402
[99] valid_0's poisson: -104.776 valid_0's quantile: 2.87222
[100] valid_0's poisson: -104.781 valid_0's quantile: 2.87315
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -68.8794 valid_0's quantile: 9.65296
[2] valid_0's poisson: -74.5131 valid_0's quantile: 8.25481
[3] valid_0's poisson: -79.8268 valid_0's quantile: 7.0273
[4] valid_0's poisson: -84.5906 valid_0's quantile: 6.24454
[5] valid_0's poisson: -88.3067 valid_0's quantile: 5.58458
[6] valid_0's poisson: -91.0966 valid_0's quantile: 5.15248
[7] valid_0's poisson: -93.375 valid_0's quantile: 4.7366
[8] valid_0's poisson: -95.2037 valid_0's quantile: 4.50003
[9] valid_0's poisson: -96.5622 valid_0's quantile: 4.31637
[10] valid_0's poisson: -97.6055 valid_0's quantile: 4.18312
[11] valid_0's poisson: -98.5123 valid_0's quantile: 4.06195
[12] valid_0's poisson: -99.1905 valid_0's quantile: 3.98194
[13] valid_0's poisson: -99.6186 valid_0's quantile: 3.86127
[14] valid_0's poisson: -99.997 valid_0's quantile: 3.81623
[15] valid_0's poisson: -100.235 valid_0's quantile: 3.73376
[16] valid_0's poisson: -100.506 valid_0's quantile: 3.70313
[17] valid_0's poisson: -100.693 valid_0's quantile: 3.68199
[18] valid_0's poisson: -101.002 valid_0's quantile: 3.63755
[19] valid_0's poisson: -101.163 valid_0's quantile: 3.62117
[20] valid_0's poisson: -101.273 valid_0's quantile: 3.59814
[21] valid_0's poisson: -101.38 valid_0's quantile: 3.58752
[22] valid_0's poisson: -101.448 valid_0's quantile: 3.57349
[23] valid_0's poisson: -101.608 valid_0's quantile: 3.5499
[24] valid_0's poisson: -101.674 valid_0's quantile: 3.54083
[25] valid_0's poisson: -101.737 valid_0's quantile: 3.53086
[26] valid_0's poisson: -101.718 valid_0's quantile: 3.51928
[27] valid_0's poisson: -101.704 valid_0's quantile: 3.52291
[28] valid_0's poisson: -101.793 valid_0's quantile: 3.51029
[29] valid_0's poisson: -101.86 valid_0's quantile: 3.50456
[30] valid_0's poisson: -101.909 valid_0's quantile: 3.49492
[31] valid_0's poisson: -101.946 valid_0's quantile: 3.48835
[32] valid_0's poisson: -101.956 valid_0's quantile: 3.47754
[33] valid_0's poisson: -102.018 valid_0's quantile: 3.46855
[34] valid_0's poisson: -102.054 valid_0's quantile: 3.46515
[35] valid_0's poisson: -102.067 valid_0's quantile: 3.46309
[36] valid_0's poisson: -102.179 valid_0's quantile: 3.44976
[37] valid_0's poisson: -102.281 valid_0's quantile: 3.43444
[38] valid_0's poisson: -102.349 valid_0's quantile: 3.42931
[39] valid_0's poisson: -102.375 valid_0's quantile: 3.4243
[40] valid_0's poisson: -102.419 valid_0's quantile: 3.41969
[41] valid_0's poisson: -102.396 valid_0's quantile: 3.41405
[42] valid_0's poisson: -102.416 valid_0's quantile: 3.41044
[43] valid_0's poisson: -102.441 valid_0's quantile: 3.40643
[44] valid_0's poisson: -102.462 valid_0's quantile: 3.40537
[45] valid_0's poisson: -102.474 valid_0's quantile: 3.40316
[46] valid_0's poisson: -102.507 valid_0's quantile: 3.40112
[47] valid_0's poisson: -102.514 valid_0's quantile: 3.40012
[48] valid_0's poisson: -102.515 valid_0's quantile: 3.39419
[49] valid_0's poisson: -102.509 valid_0's quantile: 3.39063
[50] valid_0's poisson: -102.516 valid_0's quantile: 3.38943
[51] valid_0's poisson: -102.526 valid_0's quantile: 3.38844
[52] valid_0's poisson: -102.548 valid_0's quantile: 3.38664
[53] valid_0's poisson: -102.549 valid_0's quantile: 3.38525
[54] valid_0's poisson: -102.571 valid_0's quantile: 3.38186
[55] valid_0's poisson: -102.577 valid_0's quantile: 3.38096
[56] valid_0's poisson: -102.61 valid_0's quantile: 3.3759
[57] valid_0's poisson: -102.606 valid_0's quantile: 3.37091
[58] valid_0's poisson: -102.605 valid_0's quantile: 3.36941
[59] valid_0's poisson: -102.57 valid_0's quantile: 3.37002
[60] valid_0's poisson: -102.589 valid_0's quantile: 3.36707
[61] valid_0's poisson: -102.586 valid_0's quantile: 3.36274
[62] valid_0's poisson: -102.595 valid_0's quantile: 3.36185
[63] valid_0's poisson: -102.603 valid_0's quantile: 3.36003
[64] valid_0's poisson: -102.616 valid_0's quantile: 3.35491
[65] valid_0's poisson: -102.628 valid_0's quantile: 3.32169
[66] valid_0's poisson: -102.655 valid_0's quantile: 3.31943
[67] valid_0's poisson: -102.676 valid_0's quantile: 3.31828
[68] valid_0's poisson: -102.704 valid_0's quantile: 3.31572
[69] valid_0's poisson: -102.642 valid_0's quantile: 3.31381
[70] valid_0's poisson: -102.645 valid_0's quantile: 3.31324
[71] valid_0's poisson: -102.63 valid_0's quantile: 3.31276
[72] valid_0's poisson: -102.659 valid_0's quantile: 3.30828
[73] valid_0's poisson: -102.732 valid_0's quantile: 3.29961
[74] valid_0's poisson: -102.695 valid_0's quantile: 3.26512
[75] valid_0's poisson: -102.838 valid_0's quantile: 3.24892
[76] valid_0's poisson: -102.866 valid_0's quantile: 3.24728
[77] valid_0's poisson: -102.892 valid_0's quantile: 3.24077
[78] valid_0's poisson: -102.921 valid_0's quantile: 3.23925
[79] valid_0's poisson: -102.946 valid_0's quantile: 3.23611
[80] valid_0's poisson: -102.948 valid_0's quantile: 3.2341
[81] valid_0's poisson: -102.977 valid_0's quantile: 3.23291
[82] valid_0's poisson: -102.979 valid_0's quantile: 3.23287
[83] valid_0's poisson: -102.992 valid_0's quantile: 3.23227
[84] valid_0's poisson: -103.016 valid_0's quantile: 3.23064
[85] valid_0's poisson: -103.025 valid_0's quantile: 3.23149
[86] valid_0's poisson: -103.026 valid_0's quantile: 3.22609
[87] valid_0's poisson: -103.038 valid_0's quantile: 3.22261
[88] valid_0's poisson: -103.044 valid_0's quantile: 3.22256
[89] valid_0's poisson: -103.059 valid_0's quantile: 3.22065
[90] valid_0's poisson: -103.054 valid_0's quantile: 3.19406
[91] valid_0's poisson: -103.065 valid_0's quantile: 3.19319
[92] valid_0's poisson: -103.068 valid_0's quantile: 3.19329
[93] valid_0's poisson: -103.056 valid_0's quantile: 3.19198
[94] valid_0's poisson: -103.059 valid_0's quantile: 3.19218
[95] valid_0's poisson: -103.071 valid_0's quantile: 3.18899
[96] valid_0's poisson: -103.077 valid_0's quantile: 3.18869
[97] valid_0's poisson: -103.078 valid_0's quantile: 3.1889
[98] valid_0's poisson: -103.126 valid_0's quantile: 3.18496
[99] valid_0's poisson: -103.141 valid_0's quantile: 3.18284
[100] valid_0's poisson: -103.145 valid_0's quantile: 3.18223
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -69.0032 valid_0's quantile: 9.65115
[2] valid_0's poisson: -74.691 valid_0's quantile: 8.25042
[3] valid_0's poisson: -80.0169 valid_0's quantile: 6.97739
[4] valid_0's poisson: -84.8485 valid_0's quantile: 6.18574
[5] valid_0's poisson: -88.4889 valid_0's quantile: 5.54051
[6] valid_0's poisson: -91.262 valid_0's quantile: 5.0813
[7] valid_0's poisson: -93.3408 valid_0's quantile: 4.72749
[8] valid_0's poisson: -95.0082 valid_0's quantile: 4.49622
[9] valid_0's poisson: -96.3343 valid_0's quantile: 4.31377
[10] valid_0's poisson: -97.401 valid_0's quantile: 4.18311
[11] valid_0's poisson: -98.3695 valid_0's quantile: 4.06248
[12] valid_0's poisson: -99.0159 valid_0's quantile: 3.98761
[13] valid_0's poisson: -99.3736 valid_0's quantile: 3.89415
[14] valid_0's poisson: -99.7472 valid_0's quantile: 3.85589
[15] valid_0's poisson: -100.182 valid_0's quantile: 3.78295
[16] valid_0's poisson: -100.483 valid_0's quantile: 3.74813
[17] valid_0's poisson: -100.709 valid_0's quantile: 3.72757
[18] valid_0's poisson: -100.826 valid_0's quantile: 3.70937
[19] valid_0's poisson: -101.011 valid_0's quantile: 3.68899
[20] valid_0's poisson: -101.159 valid_0's quantile: 3.67518
[21] valid_0's poisson: -101.158 valid_0's quantile: 3.62867
[22] valid_0's poisson: -101.215 valid_0's quantile: 3.62362
[23] valid_0's poisson: -101.26 valid_0's quantile: 3.6187
[24] valid_0's poisson: -101.329 valid_0's quantile: 3.54049
[25] valid_0's poisson: -101.442 valid_0's quantile: 3.52485
[26] valid_0's poisson: -101.509 valid_0's quantile: 3.51656
[27] valid_0's poisson: -101.573 valid_0's quantile: 3.51076
[28] valid_0's poisson: -101.648 valid_0's quantile: 3.49541
[29] valid_0's poisson: -101.7 valid_0's quantile: 3.48457
[30] valid_0's poisson: -101.727 valid_0's quantile: 3.47398
[31] valid_0's poisson: -101.788 valid_0's quantile: 3.44353
[32] valid_0's poisson: -101.846 valid_0's quantile: 3.43255
[33] valid_0's poisson: -101.879 valid_0's quantile: 3.42706
[34] valid_0's poisson: -101.945 valid_0's quantile: 3.42012
[35] valid_0's poisson: -101.971 valid_0's quantile: 3.41654
[36] valid_0's poisson: -102.003 valid_0's quantile: 3.41408
[37] valid_0's poisson: -102.047 valid_0's quantile: 3.40972
[38] valid_0's poisson: -102.063 valid_0's quantile: 3.40884
[39] valid_0's poisson: -102.079 valid_0's quantile: 3.40824
[40] valid_0's poisson: -102.111 valid_0's quantile: 3.40316
[41] valid_0's poisson: -102.136 valid_0's quantile: 3.39854
[42] valid_0's poisson: -102.18 valid_0's quantile: 3.39391
[43] valid_0's poisson: -102.214 valid_0's quantile: 3.39078
[44] valid_0's poisson: -102.222 valid_0's quantile: 3.39038
[45] valid_0's poisson: -102.225 valid_0's quantile: 3.38987
[46] valid_0's poisson: -102.223 valid_0's quantile: 3.38811
[47] valid_0's poisson: -102.239 valid_0's quantile: 3.38734
[48] valid_0's poisson: -102.236 valid_0's quantile: 3.38485
[49] valid_0's poisson: -102.231 valid_0's quantile: 3.38439
[50] valid_0's poisson: -102.245 valid_0's quantile: 3.38299
[51] valid_0's poisson: -102.254 valid_0's quantile: 3.38208
[52] valid_0's poisson: -102.3 valid_0's quantile: 3.37444
[53] valid_0's poisson: -102.312 valid_0's quantile: 3.37368
[54] valid_0's poisson: -102.31 valid_0's quantile: 3.37248
[55] valid_0's poisson: -102.426 valid_0's quantile: 3.33821
[56] valid_0's poisson: -102.47 valid_0's quantile: 3.33433
[57] valid_0's poisson: -102.511 valid_0's quantile: 3.32547
[58] valid_0's poisson: -102.541 valid_0's quantile: 3.32043
[59] valid_0's poisson: -102.599 valid_0's quantile: 3.31293
[60] valid_0's poisson: -102.606 valid_0's quantile: 3.312
[61] valid_0's poisson: -102.625 valid_0's quantile: 3.29402
[62] valid_0's poisson: -102.631 valid_0's quantile: 3.28799
[63] valid_0's poisson: -102.635 valid_0's quantile: 3.28753
[64] valid_0's poisson: -102.719 valid_0's quantile: 3.26457
[65] valid_0's poisson: -102.753 valid_0's quantile: 3.26091
[66] valid_0's poisson: -102.799 valid_0's quantile: 3.25576
[67] valid_0's poisson: -102.812 valid_0's quantile: 3.25612
[68] valid_0's poisson: -102.882 valid_0's quantile: 3.24392
[69] valid_0's poisson: -102.898 valid_0's quantile: 3.24312
[70] valid_0's poisson: -102.884 valid_0's quantile: 3.24242
[71] valid_0's poisson: -102.899 valid_0's quantile: 3.23919
[72] valid_0's poisson: -102.939 valid_0's quantile: 3.23751
[73] valid_0's poisson: -102.927 valid_0's quantile: 3.23647
[74] valid_0's poisson: -102.929 valid_0's quantile: 3.23608
[75] valid_0's poisson: -102.955 valid_0's quantile: 3.23212
[76] valid_0's poisson: -102.955 valid_0's quantile: 3.2305
[77] valid_0's poisson: -102.961 valid_0's quantile: 3.22762
[78] valid_0's poisson: -102.961 valid_0's quantile: 3.22681
[79] valid_0's poisson: -102.977 valid_0's quantile: 3.22504
[80] valid_0's poisson: -102.988 valid_0's quantile: 3.22323
[81] valid_0's poisson: -103.025 valid_0's quantile: 3.21971
[82] valid_0's poisson: -103.042 valid_0's quantile: 3.21878
[83] valid_0's poisson: -103.032 valid_0's quantile: 3.21735
[84] valid_0's poisson: -103.038 valid_0's quantile: 3.21707
[85] valid_0's poisson: -103.058 valid_0's quantile: 3.21509
[86] valid_0's poisson: -103.058 valid_0's quantile: 3.21529
[87] valid_0's poisson: -103.057 valid_0's quantile: 3.21499
[88] valid_0's poisson: -103.056 valid_0's quantile: 3.21383
[89] valid_0's poisson: -103.061 valid_0's quantile: 3.2134
[90] valid_0's poisson: -103.064 valid_0's quantile: 3.21348
[91] valid_0's poisson: -103.095 valid_0's quantile: 3.21156
[92] valid_0's poisson: -103.1 valid_0's quantile: 3.21172
[93] valid_0's poisson: -103.102 valid_0's quantile: 3.21161
[94] valid_0's poisson: -103.107 valid_0's quantile: 3.21152
[95] valid_0's poisson: -103.112 valid_0's quantile: 3.21109
[96] valid_0's poisson: -103.105 valid_0's quantile: 3.18941
[97] valid_0's poisson: -103.162 valid_0's quantile: 3.18818
[98] valid_0's poisson: -103.165 valid_0's quantile: 3.18831
[99] valid_0's poisson: -103.19 valid_0's quantile: 3.18745
[100] valid_0's poisson: -103.204 valid_0's quantile: 3.18568
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -69.4357 valid_0's quantile: 9.59324
[2] valid_0's poisson: -74.8558 valid_0's quantile: 8.18808
[3] valid_0's poisson: -80.0948 valid_0's quantile: 6.9464
[4] valid_0's poisson: -84.6372 valid_0's quantile: 6.10495
[5] valid_0's poisson: -88.4287 valid_0's quantile: 5.54682
[6] valid_0's poisson: -91.0927 valid_0's quantile: 5.11536
[7] valid_0's poisson: -93.1294 valid_0's quantile: 4.75856
[8] valid_0's poisson: -94.8049 valid_0's quantile: 4.48755
[9] valid_0's poisson: -96.1481 valid_0's quantile: 4.30513
[10] valid_0's poisson: -97.2044 valid_0's quantile: 4.17119
[11] valid_0's poisson: -98.1118 valid_0's quantile: 4.05661
[12] valid_0's poisson: -98.6009 valid_0's quantile: 3.95947
[13] valid_0's poisson: -98.9647 valid_0's quantile: 3.90009
[14] valid_0's poisson: -99.2538 valid_0's quantile: 3.85704
[15] valid_0's poisson: -99.4896 valid_0's quantile: 3.80526
[16] valid_0's poisson: -99.7602 valid_0's quantile: 3.77661
[17] valid_0's poisson: -99.96 valid_0's quantile: 3.73517
[18] valid_0's poisson: -100.149 valid_0's quantile: 3.71721
[19] valid_0's poisson: -100.306 valid_0's quantile: 3.69721
[20] valid_0's poisson: -100.481 valid_0's quantile: 3.62914
[21] valid_0's poisson: -100.645 valid_0's quantile: 3.60367
[22] valid_0's poisson: -100.742 valid_0's quantile: 3.59259
[23] valid_0's poisson: -100.854 valid_0's quantile: 3.58045
[24] valid_0's poisson: -100.905 valid_0's quantile: 3.56974
[25] valid_0's poisson: -101.014 valid_0's quantile: 3.55383
[26] valid_0's poisson: -101.116 valid_0's quantile: 3.5422
[27] valid_0's poisson: -101.166 valid_0's quantile: 3.53734
[28] valid_0's poisson: -101.171 valid_0's quantile: 3.53443
[29] valid_0's poisson: -101.225 valid_0's quantile: 3.52842
[30] valid_0's poisson: -101.245 valid_0's quantile: 3.52489
[31] valid_0's poisson: -101.255 valid_0's quantile: 3.5219
[32] valid_0's poisson: -101.31 valid_0's quantile: 3.51046
[33] valid_0's poisson: -101.359 valid_0's quantile: 3.50466
[34] valid_0's poisson: -101.452 valid_0's quantile: 3.48888
[35] valid_0's poisson: -101.634 valid_0's quantile: 3.45503
[36] valid_0's poisson: -101.786 valid_0's quantile: 3.42705
[37] valid_0's poisson: -101.973 valid_0's quantile: 3.39326
[38] valid_0's poisson: -102.019 valid_0's quantile: 3.38681
[39] valid_0's poisson: -102.049 valid_0's quantile: 3.37731
[40] valid_0's poisson: -102.049 valid_0's quantile: 3.37591
[41] valid_0's poisson: -102.138 valid_0's quantile: 3.36027
[42] valid_0's poisson: -102.166 valid_0's quantile: 3.35769
[43] valid_0's poisson: -102.183 valid_0's quantile: 3.35631
[44] valid_0's poisson: -102.192 valid_0's quantile: 3.35683
[45] valid_0's poisson: -102.194 valid_0's quantile: 3.35812
[46] valid_0's poisson: -102.246 valid_0's quantile: 3.35495
[47] valid_0's poisson: -102.271 valid_0's quantile: 3.35141
[48] valid_0's poisson: -102.269 valid_0's quantile: 3.35081
[49] valid_0's poisson: -102.292 valid_0's quantile: 3.34765
[50] valid_0's poisson: -102.3 valid_0's quantile: 3.34619
[51] valid_0's poisson: -102.304 valid_0's quantile: 3.34294
[52] valid_0's poisson: -102.354 valid_0's quantile: 3.33507
[53] valid_0's poisson: -102.401 valid_0's quantile: 3.32283
[54] valid_0's poisson: -102.383 valid_0's quantile: 3.32476
[55] valid_0's poisson: -102.432 valid_0's quantile: 3.31237
[56] valid_0's poisson: -102.443 valid_0's quantile: 3.31194
[57] valid_0's poisson: -102.457 valid_0's quantile: 3.31187
[58] valid_0's poisson: -102.558 valid_0's quantile: 3.30103
[59] valid_0's poisson: -102.574 valid_0's quantile: 3.29916
[60] valid_0's poisson: -102.498 valid_0's quantile: 3.29466
[61] valid_0's poisson: -102.561 valid_0's quantile: 3.29324
[62] valid_0's poisson: -102.518 valid_0's quantile: 3.29279
[63] valid_0's poisson: -102.519 valid_0's quantile: 3.29095
[64] valid_0's poisson: -102.608 valid_0's quantile: 3.28896
[65] valid_0's poisson: -102.633 valid_0's quantile: 3.28105
[66] valid_0's poisson: -102.647 valid_0's quantile: 3.28112
[67] valid_0's poisson: -102.642 valid_0's quantile: 3.27976
[68] valid_0's poisson: -102.655 valid_0's quantile: 3.27715
[69] valid_0's poisson: -102.627 valid_0's quantile: 3.24964
[70] valid_0's poisson: -102.616 valid_0's quantile: 3.24826
[71] valid_0's poisson: -102.7 valid_0's quantile: 3.24211
[72] valid_0's poisson: -102.692 valid_0's quantile: 3.24066
[73] valid_0's poisson: -102.686 valid_0's quantile: 3.23295
[74] valid_0's poisson: -102.746 valid_0's quantile: 3.2302
[75] valid_0's poisson: -102.799 valid_0's quantile: 3.22472
[76] valid_0's poisson: -102.811 valid_0's quantile: 3.22209
[77] valid_0's poisson: -102.826 valid_0's quantile: 3.22052
[78] valid_0's poisson: -102.978 valid_0's quantile: 3.18998
[79] valid_0's poisson: -102.981 valid_0's quantile: 3.18994
[80] valid_0's poisson: -103.008 valid_0's quantile: 3.18858
[81] valid_0's poisson: -103.024 valid_0's quantile: 3.18847
[82] valid_0's poisson: -102.996 valid_0's quantile: 3.18709
[83] valid_0's poisson: -102.997 valid_0's quantile: 3.18628
[84] valid_0's poisson: -103.003 valid_0's quantile: 3.17948
[85] valid_0's poisson: -103.028 valid_0's quantile: 3.17827
[86] valid_0's poisson: -103.036 valid_0's quantile: 3.17321
[87] valid_0's poisson: -103.041 valid_0's quantile: 3.16246
[88] valid_0's poisson: -103.045 valid_0's quantile: 3.1631
[89] valid_0's poisson: -103.083 valid_0's quantile: 3.16024
[90] valid_0's poisson: -103.091 valid_0's quantile: 3.15603
[91] valid_0's poisson: -103.112 valid_0's quantile: 3.15492
[92] valid_0's poisson: -103.131 valid_0's quantile: 3.15233
[93] valid_0's poisson: -103.128 valid_0's quantile: 3.14844
[94] valid_0's poisson: -103.081 valid_0's quantile: 3.15129
[95] valid_0's poisson: -103.097 valid_0's quantile: 3.15052
[96] valid_0's poisson: -103.105 valid_0's quantile: 3.15037
[97] valid_0's poisson: -103.127 valid_0's quantile: 3.14899
[98] valid_0's poisson: -103.143 valid_0's quantile: 3.14652
[99] valid_0's poisson: -103.138 valid_0's quantile: 3.14578
[100] valid_0's poisson: -103.143 valid_0's quantile: 3.14688
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -70.8651 valid_0's quantile: 9.47912
[2] valid_0's poisson: -75.6601 valid_0's quantile: 8.07127
[3] valid_0's poisson: -81.0241 valid_0's quantile: 6.85277
[4] valid_0's poisson: -85.0635 valid_0's quantile: 6.139
[5] valid_0's poisson: -88.3439 valid_0's quantile: 5.51646
[6] valid_0's poisson: -90.9258 valid_0's quantile: 5.10535
[7] valid_0's poisson: -93.1192 valid_0's quantile: 4.71615
[8] valid_0's poisson: -95.1793 valid_0's quantile: 4.44825
[9] valid_0's poisson: -96.3778 valid_0's quantile: 4.24697
[10] valid_0's poisson: -97.5128 valid_0's quantile: 4.08923
[11] valid_0's poisson: -98.3071 valid_0's quantile: 3.97281
[12] valid_0's poisson: -98.9379 valid_0's quantile: 3.89218
[13] valid_0's poisson: -99.4703 valid_0's quantile: 3.82901
[14] valid_0's poisson: -99.8679 valid_0's quantile: 3.7852
[15] valid_0's poisson: -100.154 valid_0's quantile: 3.76336
[16] valid_0's poisson: -100.371 valid_0's quantile: 3.73608
[17] valid_0's poisson: -100.643 valid_0's quantile: 3.7011
[18] valid_0's poisson: -100.787 valid_0's quantile: 3.68229
[19] valid_0's poisson: -101.052 valid_0's quantile: 3.58187
[20] valid_0's poisson: -101.151 valid_0's quantile: 3.57094
[21] valid_0's poisson: -101.233 valid_0's quantile: 3.56129
[22] valid_0's poisson: -101.3 valid_0's quantile: 3.54867
[23] valid_0's poisson: -101.389 valid_0's quantile: 3.53582
[24] valid_0's poisson: -101.486 valid_0's quantile: 3.52184
[25] valid_0's poisson: -101.512 valid_0's quantile: 3.51366
[26] valid_0's poisson: -101.595 valid_0's quantile: 3.50683
[27] valid_0's poisson: -101.712 valid_0's quantile: 3.45283
[28] valid_0's poisson: -101.78 valid_0's quantile: 3.44343
[29] valid_0's poisson: -101.865 valid_0's quantile: 3.42758
[30] valid_0's poisson: -101.935 valid_0's quantile: 3.41815
[31] valid_0's poisson: -101.965 valid_0's quantile: 3.41537
[32] valid_0's poisson: -102.039 valid_0's quantile: 3.40106
[33] valid_0's poisson: -102.202 valid_0's quantile: 3.37386
[34] valid_0's poisson: -102.264 valid_0's quantile: 3.37116
[35] valid_0's poisson: -102.298 valid_0's quantile: 3.36681
[36] valid_0's poisson: -102.275 valid_0's quantile: 3.36012
[37] valid_0's poisson: -102.334 valid_0's quantile: 3.35143
[38] valid_0's poisson: -102.391 valid_0's quantile: 3.34789
[39] valid_0's poisson: -102.463 valid_0's quantile: 3.33925
[40] valid_0's poisson: -102.518 valid_0's quantile: 3.32908
[41] valid_0's poisson: -102.479 valid_0's quantile: 3.3301
[42] valid_0's poisson: -102.489 valid_0's quantile: 3.3275
[43] valid_0's poisson: -102.544 valid_0's quantile: 3.32528
[44] valid_0's poisson: -102.553 valid_0's quantile: 3.32386
[45] valid_0's poisson: -102.596 valid_0's quantile: 3.30396
[46] valid_0's poisson: -102.621 valid_0's quantile: 3.29518
[47] valid_0's poisson: -102.647 valid_0's quantile: 3.29039
[48] valid_0's poisson: -102.658 valid_0's quantile: 3.29076
[49] valid_0's poisson: -102.704 valid_0's quantile: 3.28635
[50] valid_0's poisson: -102.707 valid_0's quantile: 3.28917
[51] valid_0's poisson: -102.759 valid_0's quantile: 3.28706
[52] valid_0's poisson: -102.783 valid_0's quantile: 3.28628
[53] valid_0's poisson: -102.801 valid_0's quantile: 3.28487
[54] valid_0's poisson: -102.812 valid_0's quantile: 3.28466
[55] valid_0's poisson: -102.845 valid_0's quantile: 3.28081
[56] valid_0's poisson: -102.86 valid_0's quantile: 3.27989
[57] valid_0's poisson: -102.87 valid_0's quantile: 3.27938
[58] valid_0's poisson: -102.877 valid_0's quantile: 3.27941
[59] valid_0's poisson: -102.891 valid_0's quantile: 3.27837
[60] valid_0's poisson: -102.888 valid_0's quantile: 3.27796
[61] valid_0's poisson: -102.904 valid_0's quantile: 3.27685
[62] valid_0's poisson: -102.906 valid_0's quantile: 3.27535
[63] valid_0's poisson: -102.914 valid_0's quantile: 3.27495
[64] valid_0's poisson: -102.923 valid_0's quantile: 3.27409
[65] valid_0's poisson: -102.926 valid_0's quantile: 3.27427
[66] valid_0's poisson: -102.916 valid_0's quantile: 3.27567
[67] valid_0's poisson: -102.948 valid_0's quantile: 3.27025
[68] valid_0's poisson: -102.951 valid_0's quantile: 3.26794
[69] valid_0's poisson: -102.967 valid_0's quantile: 3.2348
[70] valid_0's poisson: -102.956 valid_0's quantile: 3.23342
[71] valid_0's poisson: -102.962 valid_0's quantile: 3.23235
[72] valid_0's poisson: -102.982 valid_0's quantile: 3.23017
[73] valid_0's poisson: -102.981 valid_0's quantile: 3.22919
[74] valid_0's poisson: -102.984 valid_0's quantile: 3.22902
[75] valid_0's poisson: -102.989 valid_0's quantile: 3.22799
[76] valid_0's poisson: -103.007 valid_0's quantile: 3.227
[77] valid_0's poisson: -103.063 valid_0's quantile: 3.21659
[78] valid_0's poisson: -103.07 valid_0's quantile: 3.21476
[79] valid_0's poisson: -103.065 valid_0's quantile: 3.21383
[80] valid_0's poisson: -103.077 valid_0's quantile: 3.21409
[81] valid_0's poisson: -103.061 valid_0's quantile: 3.20892
[82] valid_0's poisson: -103.127 valid_0's quantile: 3.19602
[83] valid_0's poisson: -103.152 valid_0's quantile: 3.19314
[84] valid_0's poisson: -103.163 valid_0's quantile: 3.19234
[85] valid_0's poisson: -103.105 valid_0's quantile: 3.18986
[86] valid_0's poisson: -103.107 valid_0's quantile: 3.18929
[87] valid_0's poisson: -103.123 valid_0's quantile: 3.18878
[88] valid_0's poisson: -103.202 valid_0's quantile: 3.17247
[89] valid_0's poisson: -103.225 valid_0's quantile: 3.16934
[90] valid_0's poisson: -103.231 valid_0's quantile: 3.16868
[91] valid_0's poisson: -103.239 valid_0's quantile: 3.16695
[92] valid_0's poisson: -103.242 valid_0's quantile: 3.1666
[93] valid_0's poisson: -103.243 valid_0's quantile: 3.16659
[94] valid_0's poisson: -103.243 valid_0's quantile: 3.16661
[95] valid_0's poisson: -103.246 valid_0's quantile: 3.16611
[96] valid_0's poisson: -103.246 valid_0's quantile: 3.16597
[97] valid_0's poisson: -103.242 valid_0's quantile: 3.16545
[98] valid_0's poisson: -103.249 valid_0's quantile: 3.1654
[99] valid_0's poisson: -103.244 valid_0's quantile: 3.16507
[100] valid_0's poisson: -103.245 valid_0's quantile: 3.16535
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -68.8076 valid_0's quantile: 9.65691
[2] valid_0's poisson: -75.0324 valid_0's quantile: 8.08804
[3] valid_0's poisson: -80.2195 valid_0's quantile: 6.90964
[4] valid_0's poisson: -84.7441 valid_0's quantile: 6.15647
[5] valid_0's poisson: -87.9812 valid_0's quantile: 5.55716
[6] valid_0's poisson: -90.5981 valid_0's quantile: 5.11296
[7] valid_0's poisson: -92.9623 valid_0's quantile: 4.77477
[8] valid_0's poisson: -94.5893 valid_0's quantile: 4.49175
[9] valid_0's poisson: -96.1596 valid_0's quantile: 4.2862
[10] valid_0's poisson: -97.3885 valid_0's quantile: 4.13705
[11] valid_0's poisson: -98.2685 valid_0's quantile: 4.0199
[12] valid_0's poisson: -98.8715 valid_0's quantile: 3.91256
[13] valid_0's poisson: -99.4189 valid_0's quantile: 3.84189
[14] valid_0's poisson: -99.8062 valid_0's quantile: 3.79268
[15] valid_0's poisson: -100.064 valid_0's quantile: 3.75216
[16] valid_0's poisson: -100.562 valid_0's quantile: 3.62758
[17] valid_0's poisson: -100.745 valid_0's quantile: 3.60612
[18] valid_0's poisson: -100.946 valid_0's quantile: 3.58608
[19] valid_0's poisson: -101.065 valid_0's quantile: 3.57339
[20] valid_0's poisson: -101.134 valid_0's quantile: 3.56403
[21] valid_0's poisson: -101.242 valid_0's quantile: 3.55254
[22] valid_0's poisson: -101.297 valid_0's quantile: 3.54328
[23] valid_0's poisson: -101.44 valid_0's quantile: 3.53151
[24] valid_0's poisson: -101.499 valid_0's quantile: 3.51557
[25] valid_0's poisson: -101.577 valid_0's quantile: 3.5064
[26] valid_0's poisson: -101.662 valid_0's quantile: 3.49525
[27] valid_0's poisson: -101.7 valid_0's quantile: 3.48476
[28] valid_0's poisson: -101.727 valid_0's quantile: 3.4754
[29] valid_0's poisson: -101.816 valid_0's quantile: 3.46185
[30] valid_0's poisson: -101.854 valid_0's quantile: 3.45687
[31] valid_0's poisson: -102.051 valid_0's quantile: 3.42186
[32] valid_0's poisson: -102.124 valid_0's quantile: 3.41701
[33] valid_0's poisson: -102.163 valid_0's quantile: 3.41411
[34] valid_0's poisson: -102.186 valid_0's quantile: 3.41382
[35] valid_0's poisson: -102.215 valid_0's quantile: 3.41113
[36] valid_0's poisson: -102.258 valid_0's quantile: 3.40811
[37] valid_0's poisson: -102.298 valid_0's quantile: 3.39907
[38] valid_0's poisson: -102.3 valid_0's quantile: 3.39582
[39] valid_0's poisson: -102.327 valid_0's quantile: 3.39268
[40] valid_0's poisson: -102.321 valid_0's quantile: 3.39005
[41] valid_0's poisson: -102.369 valid_0's quantile: 3.38262
[42] valid_0's poisson: -102.369 valid_0's quantile: 3.38231
[43] valid_0's poisson: -102.405 valid_0's quantile: 3.37497
[44] valid_0's poisson: -102.465 valid_0's quantile: 3.36845
[45] valid_0's poisson: -102.478 valid_0's quantile: 3.35369
[46] valid_0's poisson: -102.58 valid_0's quantile: 3.34356
[47] valid_0's poisson: -102.606 valid_0's quantile: 3.34081
[48] valid_0's poisson: -102.629 valid_0's quantile: 3.34118
[49] valid_0's poisson: -102.66 valid_0's quantile: 3.33747
[50] valid_0's poisson: -102.687 valid_0's quantile: 3.33523
[51] valid_0's poisson: -102.7 valid_0's quantile: 3.33429
[52] valid_0's poisson: -102.707 valid_0's quantile: 3.33315
[53] valid_0's poisson: -102.714 valid_0's quantile: 3.33212
[54] valid_0's poisson: -102.73 valid_0's quantile: 3.3313
[55] valid_0's poisson: -102.742 valid_0's quantile: 3.33
[56] valid_0's poisson: -102.748 valid_0's quantile: 3.32894
[57] valid_0's poisson: -102.75 valid_0's quantile: 3.32843
[58] valid_0's poisson: -102.759 valid_0's quantile: 3.32584
[59] valid_0's poisson: -102.824 valid_0's quantile: 3.31101
[60] valid_0's poisson: -102.844 valid_0's quantile: 3.30886
[61] valid_0's poisson: -102.833 valid_0's quantile: 3.30876
[62] valid_0's poisson: -102.889 valid_0's quantile: 3.30425
[63] valid_0's poisson: -102.957 valid_0's quantile: 3.29487
[64] valid_0's poisson: -103.003 valid_0's quantile: 3.29125
[65] valid_0's poisson: -102.99 valid_0's quantile: 3.29036
[66] valid_0's poisson: -102.998 valid_0's quantile: 3.2902
[67] valid_0's poisson: -103.095 valid_0's quantile: 3.2661
[68] valid_0's poisson: -103.116 valid_0's quantile: 3.2577
[69] valid_0's poisson: -103.116 valid_0's quantile: 3.24077
[70] valid_0's poisson: -103.164 valid_0's quantile: 3.23782
[71] valid_0's poisson: -103.171 valid_0's quantile: 3.23715
[72] valid_0's poisson: -103.221 valid_0's quantile: 3.23165
[73] valid_0's poisson: -103.225 valid_0's quantile: 3.23118
[74] valid_0's poisson: -103.231 valid_0's quantile: 3.23115
[75] valid_0's poisson: -103.266 valid_0's quantile: 3.22691
[76] valid_0's poisson: -103.266 valid_0's quantile: 3.22596
[77] valid_0's poisson: -103.274 valid_0's quantile: 3.22442
[78] valid_0's poisson: -103.277 valid_0's quantile: 3.22444
[79] valid_0's poisson: -103.296 valid_0's quantile: 3.22174
[80] valid_0's poisson: -103.31 valid_0's quantile: 3.2153
[81] valid_0's poisson: -103.314 valid_0's quantile: 3.2152
[82] valid_0's poisson: -103.319 valid_0's quantile: 3.21489
[83] valid_0's poisson: -103.314 valid_0's quantile: 3.1792
[84] valid_0's poisson: -103.346 valid_0's quantile: 3.17553
[85] valid_0's poisson: -103.35 valid_0's quantile: 3.17506
[86] valid_0's poisson: -103.363 valid_0's quantile: 3.17361
[87] valid_0's poisson: -103.387 valid_0's quantile: 3.17337
[88] valid_0's poisson: -103.392 valid_0's quantile: 3.17214
[89] valid_0's poisson: -103.397 valid_0's quantile: 3.17053
[90] valid_0's poisson: -103.404 valid_0's quantile: 3.16818
[91] valid_0's poisson: -103.429 valid_0's quantile: 3.16764
[92] valid_0's poisson: -103.44 valid_0's quantile: 3.1654
[93] valid_0's poisson: -103.439 valid_0's quantile: 3.16691
[94] valid_0's poisson: -103.448 valid_0's quantile: 3.16692
[95] valid_0's poisson: -103.467 valid_0's quantile: 3.16667
[96] valid_0's poisson: -103.475 valid_0's quantile: 3.16687
[97] valid_0's poisson: -103.509 valid_0's quantile: 3.13731
[98] valid_0's poisson: -103.504 valid_0's quantile: 3.13656
[99] valid_0's poisson: -103.499 valid_0's quantile: 3.1364
[100] valid_0's poisson: -103.546 valid_0's quantile: 3.12798
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.01, learning_rate=0.25, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -66.4887 valid_0's quantile: 10.1948
[2] valid_0's poisson: -71.6903 valid_0's quantile: 8.86283
[3] valid_0's poisson: -76.2978 valid_0's quantile: 7.9986
[4] valid_0's poisson: -80.1107 valid_0's quantile: 7.24809
[5] valid_0's poisson: -84.0519 valid_0's quantile: 6.65981
[6] valid_0's poisson: -86.0107 valid_0's quantile: 6.22428
[7] valid_0's poisson: -88.4319 valid_0's quantile: 5.84835
[8] valid_0's poisson: -90.4024 valid_0's quantile: 5.57827
[9] valid_0's poisson: -91.9155 valid_0's quantile: 5.38312
[10] valid_0's poisson: -92.5473 valid_0's quantile: 5.20824
[11] valid_0's poisson: -93.1211 valid_0's quantile: 5.06023
[12] valid_0's poisson: -94.0023 valid_0's quantile: 4.93398
[13] valid_0's poisson: -94.5566 valid_0's quantile: 4.86675
[14] valid_0's poisson: -94.9059 valid_0's quantile: 4.802
[15] valid_0's poisson: -95.3471 valid_0's quantile: 4.73582
[16] valid_0's poisson: -95.6972 valid_0's quantile: 4.6927
[17] valid_0's poisson: -96.0776 valid_0's quantile: 4.65054
[18] valid_0's poisson: -96.3226 valid_0's quantile: 4.62436
[19] valid_0's poisson: -96.6391 valid_0's quantile: 4.5915
[20] valid_0's poisson: -96.7348 valid_0's quantile: 4.57646
[21] valid_0's poisson: -96.6688 valid_0's quantile: 4.54344
[22] valid_0's poisson: -96.824 valid_0's quantile: 4.52516
[23] valid_0's poisson: -96.8952 valid_0's quantile: 4.51174
[24] valid_0's poisson: -96.972 valid_0's quantile: 4.50345
[25] valid_0's poisson: -97.0549 valid_0's quantile: 4.49624
[26] valid_0's poisson: -97.1651 valid_0's quantile: 4.48364
[27] valid_0's poisson: -97.2521 valid_0's quantile: 4.46266
[28] valid_0's poisson: -97.3056 valid_0's quantile: 4.4577
[29] valid_0's poisson: -97.3725 valid_0's quantile: 4.45104
[30] valid_0's poisson: -97.3858 valid_0's quantile: 4.44755
[31] valid_0's poisson: -97.309 valid_0's quantile: 4.43304
[32] valid_0's poisson: -97.9908 valid_0's quantile: 4.35364
[33] valid_0's poisson: -98.0677 valid_0's quantile: 4.31818
[34] valid_0's poisson: -98.1192 valid_0's quantile: 4.31214
[35] valid_0's poisson: -98.2182 valid_0's quantile: 4.30382
[36] valid_0's poisson: -98.2692 valid_0's quantile: 4.28745
[37] valid_0's poisson: -98.3337 valid_0's quantile: 4.2801
[38] valid_0's poisson: -98.4065 valid_0's quantile: 4.27619
[39] valid_0's poisson: -98.4214 valid_0's quantile: 4.27395
[40] valid_0's poisson: -98.4106 valid_0's quantile: 4.26896
[41] valid_0's poisson: -98.46 valid_0's quantile: 4.25506
[42] valid_0's poisson: -98.4834 valid_0's quantile: 4.25059
[43] valid_0's poisson: -98.4858 valid_0's quantile: 4.24901
[44] valid_0's poisson: -98.7618 valid_0's quantile: 4.1939
[45] valid_0's poisson: -98.7417 valid_0's quantile: 4.15869
[46] valid_0's poisson: -98.8318 valid_0's quantile: 4.14934
[47] valid_0's poisson: -98.883 valid_0's quantile: 4.14367
[48] valid_0's poisson: -98.922 valid_0's quantile: 4.13731
[49] valid_0's poisson: -98.9564 valid_0's quantile: 4.1282
[50] valid_0's poisson: -98.9665 valid_0's quantile: 4.1026
[51] valid_0's poisson: -98.9836 valid_0's quantile: 4.10242
[52] valid_0's poisson: -98.9908 valid_0's quantile: 4.10233
[53] valid_0's poisson: -99.013 valid_0's quantile: 4.10174
[54] valid_0's poisson: -99.0395 valid_0's quantile: 4.09961
[55] valid_0's poisson: -99.0511 valid_0's quantile: 4.09926
[56] valid_0's poisson: -99.0689 valid_0's quantile: 4.09284
[57] valid_0's poisson: -99.0901 valid_0's quantile: 4.08995
[58] valid_0's poisson: -99.1019 valid_0's quantile: 4.07511
[59] valid_0's poisson: -99.0969 valid_0's quantile: 4.07515
[60] valid_0's poisson: -99.128 valid_0's quantile: 4.07347
[61] valid_0's poisson: -99.1384 valid_0's quantile: 4.0707
[62] valid_0's poisson: -99.1493 valid_0's quantile: 4.07055
[63] valid_0's poisson: -99.1532 valid_0's quantile: 4.06997
[64] valid_0's poisson: -99.1835 valid_0's quantile: 4.06794
[65] valid_0's poisson: -99.1818 valid_0's quantile: 4.06238
[66] valid_0's poisson: -99.1801 valid_0's quantile: 4.0606
[67] valid_0's poisson: -99.1886 valid_0's quantile: 4.05998
[68] valid_0's poisson: -99.1963 valid_0's quantile: 4.05123
[69] valid_0's poisson: -99.2434 valid_0's quantile: 4.03392
[70] valid_0's poisson: -99.2493 valid_0's quantile: 4.03379
[71] valid_0's poisson: -99.3328 valid_0's quantile: 4.01554
[72] valid_0's poisson: -99.3174 valid_0's quantile: 4.01054
[73] valid_0's poisson: -99.3274 valid_0's quantile: 4.00986
[74] valid_0's poisson: -99.3939 valid_0's quantile: 3.99665
[75] valid_0's poisson: -99.4944 valid_0's quantile: 3.99057
[76] valid_0's poisson: -99.4844 valid_0's quantile: 3.99008
[77] valid_0's poisson: -99.5049 valid_0's quantile: 3.98849
[78] valid_0's poisson: -99.4842 valid_0's quantile: 3.98685
[79] valid_0's poisson: -99.5055 valid_0's quantile: 3.98319
[80] valid_0's poisson: -99.496 valid_0's quantile: 3.97926
[81] valid_0's poisson: -99.5388 valid_0's quantile: 3.97507
[82] valid_0's poisson: -99.5757 valid_0's quantile: 3.96779
[83] valid_0's poisson: -99.5696 valid_0's quantile: 3.96817
[84] valid_0's poisson: -99.5655 valid_0's quantile: 3.96739
[85] valid_0's poisson: -99.578 valid_0's quantile: 3.96664
[86] valid_0's poisson: -99.6406 valid_0's quantile: 3.96515
[87] valid_0's poisson: -99.6373 valid_0's quantile: 3.96495
[88] valid_0's poisson: -99.6072 valid_0's quantile: 3.96096
[89] valid_0's poisson: -99.6541 valid_0's quantile: 3.95962
[90] valid_0's poisson: -99.6581 valid_0's quantile: 3.95728
[91] valid_0's poisson: -99.6649 valid_0's quantile: 3.95636
[92] valid_0's poisson: -99.5751 valid_0's quantile: 3.94201
[93] valid_0's poisson: -99.5804 valid_0's quantile: 3.94064
[94] valid_0's poisson: -99.5723 valid_0's quantile: 3.94019
[95] valid_0's poisson: -99.5957 valid_0's quantile: 3.93855
[96] valid_0's poisson: -99.6512 valid_0's quantile: 3.92807
[97] valid_0's poisson: -99.7573 valid_0's quantile: 3.92751
[98] valid_0's poisson: -99.7814 valid_0's quantile: 3.92695
[99] valid_0's poisson: -99.7537 valid_0's quantile: 3.9266
[100] valid_0's poisson: -99.7743 valid_0's quantile: 3.92532
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -66.4537 valid_0's quantile: 10.1868
[2] valid_0's poisson: -71.6848 valid_0's quantile: 8.85188
[3] valid_0's poisson: -76.335 valid_0's quantile: 8.07653
[4] valid_0's poisson: -79.5875 valid_0's quantile: 7.26422
[5] valid_0's poisson: -83.4194 valid_0's quantile: 6.68506
[6] valid_0's poisson: -85.7227 valid_0's quantile: 6.20876
[7] valid_0's poisson: -88.1636 valid_0's quantile: 5.85983
[8] valid_0's poisson: -90.1784 valid_0's quantile: 5.55929
[9] valid_0's poisson: -91.4805 valid_0's quantile: 5.36208
[10] valid_0's poisson: -92.2116 valid_0's quantile: 5.17426
[11] valid_0's poisson: -93.3749 valid_0's quantile: 5.01272
[12] valid_0's poisson: -93.9769 valid_0's quantile: 4.92566
[13] valid_0's poisson: -94.6893 valid_0's quantile: 4.8281
[14] valid_0's poisson: -95.1254 valid_0's quantile: 4.77742
[15] valid_0's poisson: -95.5196 valid_0's quantile: 4.72244
[16] valid_0's poisson: -95.6177 valid_0's quantile: 4.66322
[17] valid_0's poisson: -95.7786 valid_0's quantile: 4.6472
[18] valid_0's poisson: -96.0456 valid_0's quantile: 4.6153
[19] valid_0's poisson: -96.0587 valid_0's quantile: 4.58981
[20] valid_0's poisson: -96.4459 valid_0's quantile: 4.54989
[21] valid_0's poisson: -96.6485 valid_0's quantile: 4.52543
[22] valid_0's poisson: -96.7594 valid_0's quantile: 4.51742
[23] valid_0's poisson: -96.6862 valid_0's quantile: 4.49866
[24] valid_0's poisson: -96.7846 valid_0's quantile: 4.48606
[25] valid_0's poisson: -96.898 valid_0's quantile: 4.47096
[26] valid_0's poisson: -97.1408 valid_0's quantile: 4.4587
[27] valid_0's poisson: -97.2285 valid_0's quantile: 4.4472
[28] valid_0's poisson: -97.3007 valid_0's quantile: 4.44104
[29] valid_0's poisson: -97.3408 valid_0's quantile: 4.40564
[30] valid_0's poisson: -97.5087 valid_0's quantile: 4.39013
[31] valid_0's poisson: -98.0993 valid_0's quantile: 4.31264
[32] valid_0's poisson: -98.1659 valid_0's quantile: 4.29964
[33] valid_0's poisson: -98.2778 valid_0's quantile: 4.28636
[34] valid_0's poisson: -98.2904 valid_0's quantile: 4.28331
[35] valid_0's poisson: -98.2904 valid_0's quantile: 4.2812
[36] valid_0's poisson: -98.2628 valid_0's quantile: 4.2612
[37] valid_0's poisson: -98.3498 valid_0's quantile: 4.24571
[38] valid_0's poisson: -98.6644 valid_0's quantile: 4.18808
[39] valid_0's poisson: -98.7181 valid_0's quantile: 4.18118
[40] valid_0's poisson: -98.8604 valid_0's quantile: 4.16536
[41] valid_0's poisson: -98.9953 valid_0's quantile: 4.15735
[42] valid_0's poisson: -99.0262 valid_0's quantile: 4.15381
[43] valid_0's poisson: -99.0924 valid_0's quantile: 4.14534
[44] valid_0's poisson: -99.1634 valid_0's quantile: 4.13207
[45] valid_0's poisson: -99.1649 valid_0's quantile: 4.13104
[46] valid_0's poisson: -99.1734 valid_0's quantile: 4.12532
[47] valid_0's poisson: -99.1462 valid_0's quantile: 4.125
[48] valid_0's poisson: -99.2015 valid_0's quantile: 4.11847
[49] valid_0's poisson: -99.3532 valid_0's quantile: 4.10833
[50] valid_0's poisson: -99.3249 valid_0's quantile: 4.10513
[51] valid_0's poisson: -99.3846 valid_0's quantile: 4.10367
[52] valid_0's poisson: -99.4718 valid_0's quantile: 4.08589
[53] valid_0's poisson: -99.5383 valid_0's quantile: 4.0817
[54] valid_0's poisson: -99.5527 valid_0's quantile: 4.08095
[55] valid_0's poisson: -99.5671 valid_0's quantile: 4.07497
[56] valid_0's poisson: -99.5336 valid_0's quantile: 4.04684
[57] valid_0's poisson: -99.5287 valid_0's quantile: 4.04561
[58] valid_0's poisson: -99.7114 valid_0's quantile: 4.03592
[59] valid_0's poisson: -99.7367 valid_0's quantile: 4.03136
[60] valid_0's poisson: -99.7462 valid_0's quantile: 4.02571
[61] valid_0's poisson: -99.7557 valid_0's quantile: 4.0245
[62] valid_0's poisson: -99.7761 valid_0's quantile: 4.02253
[63] valid_0's poisson: -99.821 valid_0's quantile: 4.02074
[64] valid_0's poisson: -99.8229 valid_0's quantile: 4.01992
[65] valid_0's poisson: -99.8722 valid_0's quantile: 4.00258
[66] valid_0's poisson: -99.863 valid_0's quantile: 4.00249
[67] valid_0's poisson: -99.8968 valid_0's quantile: 3.99525
[68] valid_0's poisson: -99.912 valid_0's quantile: 3.9774
[69] valid_0's poisson: -99.8746 valid_0's quantile: 3.97035
[70] valid_0's poisson: -99.8687 valid_0's quantile: 3.96648
[71] valid_0's poisson: -99.8773 valid_0's quantile: 3.96586
[72] valid_0's poisson: -99.8408 valid_0's quantile: 3.95225
[73] valid_0's poisson: -99.7604 valid_0's quantile: 3.92652
[74] valid_0's poisson: -99.8002 valid_0's quantile: 3.92079
[75] valid_0's poisson: -99.8234 valid_0's quantile: 3.92021
[76] valid_0's poisson: -99.8165 valid_0's quantile: 3.91549
[77] valid_0's poisson: -99.9138 valid_0's quantile: 3.89888
[78] valid_0's poisson: -99.9186 valid_0's quantile: 3.89854
[79] valid_0's poisson: -99.9578 valid_0's quantile: 3.89705
[80] valid_0's poisson: -99.9791 valid_0's quantile: 3.89453
[81] valid_0's poisson: -99.982 valid_0's quantile: 3.89104
[82] valid_0's poisson: -99.9776 valid_0's quantile: 3.88713
[83] valid_0's poisson: -100.079 valid_0's quantile: 3.88194
[84] valid_0's poisson: -100.114 valid_0's quantile: 3.88
[85] valid_0's poisson: -100.098 valid_0's quantile: 3.8796
[86] valid_0's poisson: -100.101 valid_0's quantile: 3.87917
[87] valid_0's poisson: -100.076 valid_0's quantile: 3.87285
[88] valid_0's poisson: -100.083 valid_0's quantile: 3.87119
[89] valid_0's poisson: -100.08 valid_0's quantile: 3.87101
[90] valid_0's poisson: -100.091 valid_0's quantile: 3.86855
[91] valid_0's poisson: -100.089 valid_0's quantile: 3.86832
[92] valid_0's poisson: -100.146 valid_0's quantile: 3.86184
[93] valid_0's poisson: -100.148 valid_0's quantile: 3.85762
[94] valid_0's poisson: -100.157 valid_0's quantile: 3.85951
[95] valid_0's poisson: -100.175 valid_0's quantile: 3.8601
[96] valid_0's poisson: -100.197 valid_0's quantile: 3.85932
[97] valid_0's poisson: -100.195 valid_0's quantile: 3.85883
[98] valid_0's poisson: -100.221 valid_0's quantile: 3.85609
[99] valid_0's poisson: -100.21 valid_0's quantile: 3.85039
[100] valid_0's poisson: -100.259 valid_0's quantile: 3.84361
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -66.9534 valid_0's quantile: 10.1483
[2] valid_0's poisson: -71.9656 valid_0's quantile: 8.80026
[3] valid_0's poisson: -76.0623 valid_0's quantile: 7.94228
[4] valid_0's poisson: -80.7245 valid_0's quantile: 7.18754
[5] valid_0's poisson: -83.1386 valid_0's quantile: 6.62962
[6] valid_0's poisson: -85.9468 valid_0's quantile: 6.1527
[7] valid_0's poisson: -88.4172 valid_0's quantile: 5.79737
[8] valid_0's poisson: -90.3596 valid_0's quantile: 5.53896
[9] valid_0's poisson: -91.7632 valid_0's quantile: 5.30514
[10] valid_0's poisson: -93.1841 valid_0's quantile: 5.12326
[11] valid_0's poisson: -93.7162 valid_0's quantile: 4.9678
[12] valid_0's poisson: -94.3678 valid_0's quantile: 4.86511
[13] valid_0's poisson: -95.0124 valid_0's quantile: 4.77402
[14] valid_0's poisson: -95.4277 valid_0's quantile: 4.72294
[15] valid_0's poisson: -95.7951 valid_0's quantile: 4.6786
[16] valid_0's poisson: -96.1378 valid_0's quantile: 4.64578
[17] valid_0's poisson: -96.2598 valid_0's quantile: 4.62295
[18] valid_0's poisson: -96.4919 valid_0's quantile: 4.59428
[19] valid_0's poisson: -96.4773 valid_0's quantile: 4.55568
[20] valid_0's poisson: -96.6455 valid_0's quantile: 4.53473
[21] valid_0's poisson: -96.8643 valid_0's quantile: 4.51357
[22] valid_0's poisson: -96.939 valid_0's quantile: 4.50525
[23] valid_0's poisson: -97.1019 valid_0's quantile: 4.49044
[24] valid_0's poisson: -97.2574 valid_0's quantile: 4.46845
[25] valid_0's poisson: -97.2081 valid_0's quantile: 4.44961
[26] valid_0's poisson: -97.6097 valid_0's quantile: 4.37469
[27] valid_0's poisson: -97.713 valid_0's quantile: 4.36072
[28] valid_0's poisson: -97.7452 valid_0's quantile: 4.35897
[29] valid_0's poisson: -97.7724 valid_0's quantile: 4.35675
[30] valid_0's poisson: -97.8317 valid_0's quantile: 4.34897
[31] valid_0's poisson: -97.8977 valid_0's quantile: 4.34143
[32] valid_0's poisson: -97.9275 valid_0's quantile: 4.3374
[33] valid_0's poisson: -97.944 valid_0's quantile: 4.33449
[34] valid_0's poisson: -97.9934 valid_0's quantile: 4.3284
[35] valid_0's poisson: -98.0077 valid_0's quantile: 4.32596
[36] valid_0's poisson: -98.0953 valid_0's quantile: 4.3168
[37] valid_0's poisson: -98.0168 valid_0's quantile: 4.31091
[38] valid_0's poisson: -98.0123 valid_0's quantile: 4.26274
[39] valid_0's poisson: -98.0385 valid_0's quantile: 4.23804
[40] valid_0's poisson: -98.0732 valid_0's quantile: 4.23356
[41] valid_0's poisson: -98.218 valid_0's quantile: 4.21596
[42] valid_0's poisson: -98.2438 valid_0's quantile: 4.21378
[43] valid_0's poisson: -98.2584 valid_0's quantile: 4.21176
[44] valid_0's poisson: -98.3201 valid_0's quantile: 4.20623
[45] valid_0's poisson: -98.3574 valid_0's quantile: 4.19994
[46] valid_0's poisson: -98.3919 valid_0's quantile: 4.19737
[47] valid_0's poisson: -98.2997 valid_0's quantile: 4.18915
[48] valid_0's poisson: -98.2625 valid_0's quantile: 4.1552
[49] valid_0's poisson: -98.334 valid_0's quantile: 4.14325
[50] valid_0's poisson: -98.4091 valid_0's quantile: 4.1369
[51] valid_0's poisson: -98.4189 valid_0's quantile: 4.13536
[52] valid_0's poisson: -98.4304 valid_0's quantile: 4.12908
[53] valid_0's poisson: -98.4801 valid_0's quantile: 4.1234
[54] valid_0's poisson: -98.5019 valid_0's quantile: 4.11812
[55] valid_0's poisson: -98.5505 valid_0's quantile: 4.11523
[56] valid_0's poisson: -98.6111 valid_0's quantile: 4.10919
[57] valid_0's poisson: -98.6022 valid_0's quantile: 4.10785
[58] valid_0's poisson: -98.6949 valid_0's quantile: 4.08169
[59] valid_0's poisson: -98.701 valid_0's quantile: 4.08139
[60] valid_0's poisson: -98.6439 valid_0's quantile: 4.06316
[61] valid_0's poisson: -98.664 valid_0's quantile: 4.06194
[62] valid_0's poisson: -98.6802 valid_0's quantile: 4.05679
[63] valid_0's poisson: -98.7203 valid_0's quantile: 4.04515
[64] valid_0's poisson: -98.7668 valid_0's quantile: 4.03243
[65] valid_0's poisson: -98.767 valid_0's quantile: 4.0308
[66] valid_0's poisson: -98.7595 valid_0's quantile: 4.02953
[67] valid_0's poisson: -98.8901 valid_0's quantile: 4.02039
[68] valid_0's poisson: -98.9643 valid_0's quantile: 4.01353
[69] valid_0's poisson: -98.985 valid_0's quantile: 4.00957
[70] valid_0's poisson: -99.0366 valid_0's quantile: 3.99716
[71] valid_0's poisson: -99.0662 valid_0's quantile: 3.99223
[72] valid_0's poisson: -99.0611 valid_0's quantile: 3.99148
[73] valid_0's poisson: -99.0599 valid_0's quantile: 3.98516
[74] valid_0's poisson: -98.8642 valid_0's quantile: 3.97714
[75] valid_0's poisson: -99.0753 valid_0's quantile: 3.96056
[76] valid_0's poisson: -99.0878 valid_0's quantile: 3.9577
[77] valid_0's poisson: -99.4762 valid_0's quantile: 3.90856
[78] valid_0's poisson: -99.5165 valid_0's quantile: 3.90222
[79] valid_0's poisson: -99.5107 valid_0's quantile: 3.90147
[80] valid_0's poisson: -99.5909 valid_0's quantile: 3.89685
[81] valid_0's poisson: -99.5601 valid_0's quantile: 3.8956
[82] valid_0's poisson: -99.7101 valid_0's quantile: 3.87476
[83] valid_0's poisson: -99.7945 valid_0's quantile: 3.86471
[84] valid_0's poisson: -99.7845 valid_0's quantile: 3.86428
[85] valid_0's poisson: -99.797 valid_0's quantile: 3.8617
[86] valid_0's poisson: -99.7789 valid_0's quantile: 3.8527
[87] valid_0's poisson: -99.726 valid_0's quantile: 3.85043
[88] valid_0's poisson: -100.056 valid_0's quantile: 3.81329
[89] valid_0's poisson: -100.067 valid_0's quantile: 3.81208
[90] valid_0's poisson: -100.067 valid_0's quantile: 3.81025
[91] valid_0's poisson: -100.09 valid_0's quantile: 3.80672
[92] valid_0's poisson: -100.098 valid_0's quantile: 3.80672
[93] valid_0's poisson: -100.107 valid_0's quantile: 3.80711
[94] valid_0's poisson: -100.064 valid_0's quantile: 3.80506
[95] valid_0's poisson: -100.115 valid_0's quantile: 3.80248
[96] valid_0's poisson: -100.122 valid_0's quantile: 3.80084
[97] valid_0's poisson: -100.327 valid_0's quantile: 3.77288
[98] valid_0's poisson: -100.299 valid_0's quantile: 3.76841
[99] valid_0's poisson: -100.34 valid_0's quantile: 3.76197
[100] valid_0's poisson: -100.339 valid_0's quantile: 3.76248
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -68.5411 valid_0's quantile: 10.0344
[2] valid_0's poisson: -73.4342 valid_0's quantile: 8.68561
[3] valid_0's poisson: -78.6155 valid_0's quantile: 7.77996
[4] valid_0's poisson: -81.5373 valid_0's quantile: 7.00767
[5] valid_0's poisson: -84.8364 valid_0's quantile: 6.44217
[6] valid_0's poisson: -87.6639 valid_0's quantile: 6.02745
[7] valid_0's poisson: -89.0982 valid_0's quantile: 5.71196
[8] valid_0's poisson: -90.6774 valid_0's quantile: 5.48027
[9] valid_0's poisson: -91.8765 valid_0's quantile: 5.31617
[10] valid_0's poisson: -92.8201 valid_0's quantile: 5.19968
[11] valid_0's poisson: -93.9338 valid_0's quantile: 5.04779
[12] valid_0's poisson: -94.1875 valid_0's quantile: 4.9119
[13] valid_0's poisson: -94.8221 valid_0's quantile: 4.82488
[14] valid_0's poisson: -95.119 valid_0's quantile: 4.77198
[15] valid_0's poisson: -95.3413 valid_0's quantile: 4.71078
[16] valid_0's poisson: -95.8003 valid_0's quantile: 4.66303
[17] valid_0's poisson: -96.1024 valid_0's quantile: 4.62588
[18] valid_0's poisson: -96.3257 valid_0's quantile: 4.58352
[19] valid_0's poisson: -96.6669 valid_0's quantile: 4.5466
[20] valid_0's poisson: -96.6883 valid_0's quantile: 4.52227
[21] valid_0's poisson: -96.7904 valid_0's quantile: 4.5077
[22] valid_0's poisson: -96.8312 valid_0's quantile: 4.50321
[23] valid_0's poisson: -96.9139 valid_0's quantile: 4.49055
[24] valid_0's poisson: -96.9747 valid_0's quantile: 4.48681
[25] valid_0's poisson: -97.1898 valid_0's quantile: 4.46059
[26] valid_0's poisson: -97.3386 valid_0's quantile: 4.44254
[27] valid_0's poisson: -97.4049 valid_0's quantile: 4.43901
[28] valid_0's poisson: -97.5774 valid_0's quantile: 4.42659
[29] valid_0's poisson: -97.669 valid_0's quantile: 4.41639
[30] valid_0's poisson: -97.7142 valid_0's quantile: 4.40462
[31] valid_0's poisson: -97.8252 valid_0's quantile: 4.39829
[32] valid_0's poisson: -97.8519 valid_0's quantile: 4.39348
[33] valid_0's poisson: -97.8811 valid_0's quantile: 4.37974
[34] valid_0's poisson: -97.9133 valid_0's quantile: 4.37689
[35] valid_0's poisson: -97.9483 valid_0's quantile: 4.37232
[36] valid_0's poisson: -97.9576 valid_0's quantile: 4.372
[37] valid_0's poisson: -97.9679 valid_0's quantile: 4.37026
[38] valid_0's poisson: -98.0043 valid_0's quantile: 4.36506
[39] valid_0's poisson: -98.0189 valid_0's quantile: 4.36429
[40] valid_0's poisson: -98.0307 valid_0's quantile: 4.36404
[41] valid_0's poisson: -98.0537 valid_0's quantile: 4.36134
[42] valid_0's poisson: -98.0739 valid_0's quantile: 4.35783
[43] valid_0's poisson: -98.0984 valid_0's quantile: 4.35307
[44] valid_0's poisson: -98.0882 valid_0's quantile: 4.35311
[45] valid_0's poisson: -98.0928 valid_0's quantile: 4.35195
[46] valid_0's poisson: -98.1153 valid_0's quantile: 4.32704
[47] valid_0's poisson: -98.1508 valid_0's quantile: 4.32653
[48] valid_0's poisson: -98.1693 valid_0's quantile: 4.32015
[49] valid_0's poisson: -98.671 valid_0's quantile: 4.22841
[50] valid_0's poisson: -98.7112 valid_0's quantile: 4.22431
[51] valid_0's poisson: -98.5614 valid_0's quantile: 4.18738
[52] valid_0's poisson: -98.5742 valid_0's quantile: 4.1865
[53] valid_0's poisson: -98.5394 valid_0's quantile: 4.18166
[54] valid_0's poisson: -98.4684 valid_0's quantile: 4.15856
[55] valid_0's poisson: -98.4988 valid_0's quantile: 4.158
[56] valid_0's poisson: -98.494 valid_0's quantile: 4.15764
[57] valid_0's poisson: -98.5361 valid_0's quantile: 4.15389
[58] valid_0's poisson: -98.5738 valid_0's quantile: 4.15347
[59] valid_0's poisson: -98.5129 valid_0's quantile: 4.1406
[60] valid_0's poisson: -98.5948 valid_0's quantile: 4.12903
[61] valid_0's poisson: -98.5926 valid_0's quantile: 4.12783
[62] valid_0's poisson: -98.613 valid_0's quantile: 4.12516
[63] valid_0's poisson: -98.6573 valid_0's quantile: 4.11983
[64] valid_0's poisson: -98.6591 valid_0's quantile: 4.11655
[65] valid_0's poisson: -98.6729 valid_0's quantile: 4.11389
[66] valid_0's poisson: -98.6791 valid_0's quantile: 4.11283
[67] valid_0's poisson: -98.7313 valid_0's quantile: 4.1122
[68] valid_0's poisson: -98.7394 valid_0's quantile: 4.11185
[69] valid_0's poisson: -98.7872 valid_0's quantile: 4.10542
[70] valid_0's poisson: -98.84 valid_0's quantile: 4.10323
[71] valid_0's poisson: -98.8235 valid_0's quantile: 4.0997
[72] valid_0's poisson: -98.885 valid_0's quantile: 4.09004
[73] valid_0's poisson: -98.8861 valid_0's quantile: 4.08925
[74] valid_0's poisson: -98.8767 valid_0's quantile: 4.08648
[75] valid_0's poisson: -98.8898 valid_0's quantile: 4.07664
[76] valid_0's poisson: -98.8892 valid_0's quantile: 4.07614
[77] valid_0's poisson: -98.8819 valid_0's quantile: 4.07527
[78] valid_0's poisson: -98.8933 valid_0's quantile: 4.06468
[79] valid_0's poisson: -98.9108 valid_0's quantile: 4.06414
[80] valid_0's poisson: -98.9324 valid_0's quantile: 4.06251
[81] valid_0's poisson: -98.9427 valid_0's quantile: 4.06217
[82] valid_0's poisson: -98.9472 valid_0's quantile: 4.06205
[83] valid_0's poisson: -98.9885 valid_0's quantile: 4.06172
[84] valid_0's poisson: -98.9907 valid_0's quantile: 4.0616
[85] valid_0's poisson: -99.0132 valid_0's quantile: 4.06084
[86] valid_0's poisson: -99.0191 valid_0's quantile: 4.06021
[87] valid_0's poisson: -99.0205 valid_0's quantile: 4.06064
[88] valid_0's poisson: -99.0344 valid_0's quantile: 4.06063
[89] valid_0's poisson: -99.0873 valid_0's quantile: 4.05122
[90] valid_0's poisson: -99.0314 valid_0's quantile: 4.04764
[91] valid_0's poisson: -99.0645 valid_0's quantile: 4.04494
[92] valid_0's poisson: -99.0416 valid_0's quantile: 4.04444
[93] valid_0's poisson: -99.1068 valid_0's quantile: 4.03218
[94] valid_0's poisson: -99.1347 valid_0's quantile: 4.02787
[95] valid_0's poisson: -99.1336 valid_0's quantile: 4.0269
[96] valid_0's poisson: -99.147 valid_0's quantile: 4.02371
[97] valid_0's poisson: -99.1786 valid_0's quantile: 4.02179
[98] valid_0's poisson: -99.1704 valid_0's quantile: 4.02131
[99] valid_0's poisson: -99.2432 valid_0's quantile: 4.0154
[100] valid_0's poisson: -99.2343 valid_0's quantile: 4.01306
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -66.5743 valid_0's quantile: 10.1547
[2] valid_0's poisson: -70.4588 valid_0's quantile: 8.94273
[3] valid_0's poisson: -76.5883 valid_0's quantile: 7.94488
[4] valid_0's poisson: -79.95 valid_0's quantile: 7.13103
[5] valid_0's poisson: -83.2288 valid_0's quantile: 6.57938
[6] valid_0's poisson: -86.3407 valid_0's quantile: 6.0784
[7] valid_0's poisson: -88.9216 valid_0's quantile: 5.72372
[8] valid_0's poisson: -90.7846 valid_0's quantile: 5.47184
[9] valid_0's poisson: -91.7286 valid_0's quantile: 5.27815
[10] valid_0's poisson: -92.8793 valid_0's quantile: 5.09812
[11] valid_0's poisson: -93.6207 valid_0's quantile: 4.97982
[12] valid_0's poisson: -94.1195 valid_0's quantile: 4.85515
[13] valid_0's poisson: -94.8744 valid_0's quantile: 4.74361
[14] valid_0's poisson: -95.4093 valid_0's quantile: 4.6681
[15] valid_0's poisson: -95.7451 valid_0's quantile: 4.60311
[16] valid_0's poisson: -96.0895 valid_0's quantile: 4.56117
[17] valid_0's poisson: -96.2693 valid_0's quantile: 4.5397
[18] valid_0's poisson: -96.5652 valid_0's quantile: 4.49221
[19] valid_0's poisson: -96.8944 valid_0's quantile: 4.46053
[20] valid_0's poisson: -96.9774 valid_0's quantile: 4.45307
[21] valid_0's poisson: -97.0993 valid_0's quantile: 4.44202
[22] valid_0's poisson: -97.1632 valid_0's quantile: 4.4308
[23] valid_0's poisson: -97.2251 valid_0's quantile: 4.42231
[24] valid_0's poisson: -97.1118 valid_0's quantile: 4.40039
[25] valid_0's poisson: -97.2346 valid_0's quantile: 4.38682
[26] valid_0's poisson: -97.2862 valid_0's quantile: 4.38331
[27] valid_0's poisson: -97.3688 valid_0's quantile: 4.37499
[28] valid_0's poisson: -98.0005 valid_0's quantile: 4.27561
[29] valid_0's poisson: -98.095 valid_0's quantile: 4.27131
[30] valid_0's poisson: -98.1041 valid_0's quantile: 4.26513
[31] valid_0's poisson: -98.1149 valid_0's quantile: 4.2599
[32] valid_0's poisson: -98.1676 valid_0's quantile: 4.25508
[33] valid_0's poisson: -98.1307 valid_0's quantile: 4.24456
[34] valid_0's poisson: -98.208 valid_0's quantile: 4.2365
[35] valid_0's poisson: -98.2194 valid_0's quantile: 4.23339
[36] valid_0's poisson: -98.3098 valid_0's quantile: 4.22785
[37] valid_0's poisson: -98.3719 valid_0's quantile: 4.21919
[38] valid_0's poisson: -98.385 valid_0's quantile: 4.21818
[39] valid_0's poisson: -98.4311 valid_0's quantile: 4.20898
[40] valid_0's poisson: -98.5141 valid_0's quantile: 4.19142
[41] valid_0's poisson: -98.6343 valid_0's quantile: 4.18389
[42] valid_0's poisson: -98.6944 valid_0's quantile: 4.17525
[43] valid_0's poisson: -98.7385 valid_0's quantile: 4.16897
[44] valid_0's poisson: -98.7717 valid_0's quantile: 4.14267
[45] valid_0's poisson: -98.803 valid_0's quantile: 4.13953
[46] valid_0's poisson: -98.8263 valid_0's quantile: 4.1361
[47] valid_0's poisson: -98.8733 valid_0's quantile: 4.13004
[48] valid_0's poisson: -98.8785 valid_0's quantile: 4.1285
[49] valid_0's poisson: -98.9274 valid_0's quantile: 4.1201
[50] valid_0's poisson: -98.9036 valid_0's quantile: 4.11807
[51] valid_0's poisson: -98.9655 valid_0's quantile: 4.10746
[52] valid_0's poisson: -98.9828 valid_0's quantile: 4.10586
[53] valid_0's poisson: -99.0415 valid_0's quantile: 4.09408
[54] valid_0's poisson: -99.0537 valid_0's quantile: 4.0821
[55] valid_0's poisson: -99.0748 valid_0's quantile: 4.07961
[56] valid_0's poisson: -99.0978 valid_0's quantile: 4.07866
[57] valid_0's poisson: -99.0936 valid_0's quantile: 4.07574
[58] valid_0's poisson: -99.0942 valid_0's quantile: 4.07363
[59] valid_0's poisson: -99.2319 valid_0's quantile: 4.05878
[60] valid_0's poisson: -99.176 valid_0's quantile: 4.055
[61] valid_0's poisson: -99.23 valid_0's quantile: 4.04845
[62] valid_0's poisson: -99.234 valid_0's quantile: 4.0475
[63] valid_0's poisson: -99.226 valid_0's quantile: 4.04689
[64] valid_0's poisson: -99.1966 valid_0's quantile: 4.04541
[65] valid_0's poisson: -99.2504 valid_0's quantile: 4.03736
[66] valid_0's poisson: -99.2528 valid_0's quantile: 4.03504
[67] valid_0's poisson: -99.1718 valid_0's quantile: 4.02483
[68] valid_0's poisson: -99.1653 valid_0's quantile: 4.02374
[69] valid_0's poisson: -99.2569 valid_0's quantile: 4.01374
[70] valid_0's poisson: -99.2705 valid_0's quantile: 4.00757
[71] valid_0's poisson: -99.2939 valid_0's quantile: 4.00533
[72] valid_0's poisson: -99.2765 valid_0's quantile: 4.00488
[73] valid_0's poisson: -99.3006 valid_0's quantile: 4.00447
[74] valid_0's poisson: -99.3183 valid_0's quantile: 4.00707
[75] valid_0's poisson: -99.3201 valid_0's quantile: 4.00717
[76] valid_0's poisson: -99.3395 valid_0's quantile: 4.00729
[77] valid_0's poisson: -99.3356 valid_0's quantile: 4.004
[78] valid_0's poisson: -99.2988 valid_0's quantile: 3.99984
[79] valid_0's poisson: -99.2925 valid_0's quantile: 3.99955
[80] valid_0's poisson: -99.3354 valid_0's quantile: 3.97438
[81] valid_0's poisson: -99.3407 valid_0's quantile: 3.97227
[82] valid_0's poisson: -99.4531 valid_0's quantile: 3.96547
[83] valid_0's poisson: -99.4336 valid_0's quantile: 3.95421
[84] valid_0's poisson: -99.4846 valid_0's quantile: 3.9489
[85] valid_0's poisson: -99.5006 valid_0's quantile: 3.94839
[86] valid_0's poisson: -99.4434 valid_0's quantile: 3.94617
[87] valid_0's poisson: -99.46 valid_0's quantile: 3.94163
[88] valid_0's poisson: -99.4498 valid_0's quantile: 3.94406
[89] valid_0's poisson: -99.4462 valid_0's quantile: 3.94277
[90] valid_0's poisson: -99.5824 valid_0's quantile: 3.94036
[91] valid_0's poisson: -99.5545 valid_0's quantile: 3.93739
[92] valid_0's poisson: -99.5055 valid_0's quantile: 3.93533
[93] valid_0's poisson: -99.5083 valid_0's quantile: 3.93543
[94] valid_0's poisson: -99.5165 valid_0's quantile: 3.93422
[95] valid_0's poisson: -99.5959 valid_0's quantile: 3.93421
[96] valid_0's poisson: -99.5284 valid_0's quantile: 3.93345
[97] valid_0's poisson: -99.5728 valid_0's quantile: 3.93251
[98] valid_0's poisson: -99.5027 valid_0's quantile: 3.92997
[99] valid_0's poisson: -99.5366 valid_0's quantile: 3.92783
[100] valid_0's poisson: -99.6948 valid_0's quantile: 3.9111
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -70.949 valid_0's quantile: 9.25071
[2] valid_0's poisson: -77.2849 valid_0's quantile: 7.55355
[3] valid_0's poisson: -82.9649 valid_0's quantile: 6.3464
[4] valid_0's poisson: -86.9366 valid_0's quantile: 5.57987
[5] valid_0's poisson: -90.4401 valid_0's quantile: 4.98742
[6] valid_0's poisson: -93.1648 valid_0's quantile: 4.55399
[7] valid_0's poisson: -95.3826 valid_0's quantile: 4.21362
[8] valid_0's poisson: -97.0743 valid_0's quantile: 3.97073
[9] valid_0's poisson: -98.4861 valid_0's quantile: 3.77614
[10] valid_0's poisson: -99.6066 valid_0's quantile: 3.63986
[11] valid_0's poisson: -100.438 valid_0's quantile: 3.53683
[12] valid_0's poisson: -100.989 valid_0's quantile: 3.46146
[13] valid_0's poisson: -101.524 valid_0's quantile: 3.39686
[14] valid_0's poisson: -101.899 valid_0's quantile: 3.33979
[15] valid_0's poisson: -102.21 valid_0's quantile: 3.30461
[16] valid_0's poisson: -102.469 valid_0's quantile: 3.27938
[17] valid_0's poisson: -102.668 valid_0's quantile: 3.25933
[18] valid_0's poisson: -102.8 valid_0's quantile: 3.24046
[19] valid_0's poisson: -102.947 valid_0's quantile: 3.22615
[20] valid_0's poisson: -103.026 valid_0's quantile: 3.208
[21] valid_0's poisson: -103.14 valid_0's quantile: 3.17701
[22] valid_0's poisson: -103.274 valid_0's quantile: 3.15758
[23] valid_0's poisson: -103.352 valid_0's quantile: 3.14651
[24] valid_0's poisson: -103.42 valid_0's quantile: 3.13048
[25] valid_0's poisson: -103.538 valid_0's quantile: 3.1114
[26] valid_0's poisson: -103.608 valid_0's quantile: 3.09811
[27] valid_0's poisson: -103.636 valid_0's quantile: 3.09249
[28] valid_0's poisson: -103.669 valid_0's quantile: 3.08399
[29] valid_0's poisson: -103.694 valid_0's quantile: 3.08055
[30] valid_0's poisson: -103.755 valid_0's quantile: 3.07338
[31] valid_0's poisson: -103.75 valid_0's quantile: 3.06943
[32] valid_0's poisson: -103.804 valid_0's quantile: 3.06015
[33] valid_0's poisson: -103.867 valid_0's quantile: 3.05086
[34] valid_0's poisson: -103.919 valid_0's quantile: 3.04838
[35] valid_0's poisson: -103.962 valid_0's quantile: 3.04133
[36] valid_0's poisson: -103.987 valid_0's quantile: 3.03721
[37] valid_0's poisson: -104.015 valid_0's quantile: 3.03418
[38] valid_0's poisson: -104.046 valid_0's quantile: 3.02693
[39] valid_0's poisson: -104.059 valid_0's quantile: 3.0262
[40] valid_0's poisson: -104.091 valid_0's quantile: 3.02683
[41] valid_0's poisson: -104.105 valid_0's quantile: 3.02199
[42] valid_0's poisson: -104.141 valid_0's quantile: 3.0199
[43] valid_0's poisson: -104.161 valid_0's quantile: 3.01578
[44] valid_0's poisson: -104.172 valid_0's quantile: 3.0151
[45] valid_0's poisson: -104.131 valid_0's quantile: 3.01647
[46] valid_0's poisson: -104.152 valid_0's quantile: 3.00843
[47] valid_0's poisson: -104.236 valid_0's quantile: 2.99245
[48] valid_0's poisson: -104.274 valid_0's quantile: 2.9905
[49] valid_0's poisson: -104.326 valid_0's quantile: 2.98389
[50] valid_0's poisson: -104.378 valid_0's quantile: 2.98046
[51] valid_0's poisson: -104.393 valid_0's quantile: 2.97917
[52] valid_0's poisson: -104.401 valid_0's quantile: 2.97589
[53] valid_0's poisson: -104.442 valid_0's quantile: 2.97066
[54] valid_0's poisson: -104.449 valid_0's quantile: 2.96971
[55] valid_0's poisson: -104.479 valid_0's quantile: 2.96594
[56] valid_0's poisson: -104.466 valid_0's quantile: 2.96655
[57] valid_0's poisson: -104.478 valid_0's quantile: 2.96523
[58] valid_0's poisson: -104.493 valid_0's quantile: 2.96213
[59] valid_0's poisson: -104.522 valid_0's quantile: 2.93212
[60] valid_0's poisson: -104.549 valid_0's quantile: 2.92499
[61] valid_0's poisson: -104.531 valid_0's quantile: 2.91798
[62] valid_0's poisson: -104.537 valid_0's quantile: 2.91783
[63] valid_0's poisson: -104.543 valid_0's quantile: 2.91843
[64] valid_0's poisson: -104.559 valid_0's quantile: 2.90854
[65] valid_0's poisson: -104.576 valid_0's quantile: 2.90594
[66] valid_0's poisson: -104.582 valid_0's quantile: 2.90335
[67] valid_0's poisson: -104.59 valid_0's quantile: 2.90105
[68] valid_0's poisson: -104.611 valid_0's quantile: 2.89968
[69] valid_0's poisson: -104.621 valid_0's quantile: 2.89916
[70] valid_0's poisson: -104.631 valid_0's quantile: 2.89903
[71] valid_0's poisson: -104.632 valid_0's quantile: 2.89966
[72] valid_0's poisson: -104.643 valid_0's quantile: 2.90158
[73] valid_0's poisson: -104.629 valid_0's quantile: 2.8998
[74] valid_0's poisson: -104.613 valid_0's quantile: 2.90228
[75] valid_0's poisson: -104.642 valid_0's quantile: 2.89813
[76] valid_0's poisson: -104.631 valid_0's quantile: 2.90058
[77] valid_0's poisson: -104.629 valid_0's quantile: 2.89874
[78] valid_0's poisson: -104.628 valid_0's quantile: 2.89878
[79] valid_0's poisson: -104.642 valid_0's quantile: 2.89786
[80] valid_0's poisson: -104.648 valid_0's quantile: 2.89642
[81] valid_0's poisson: -104.647 valid_0's quantile: 2.89389
[82] valid_0's poisson: -104.673 valid_0's quantile: 2.89484
[83] valid_0's poisson: -104.669 valid_0's quantile: 2.89267
[84] valid_0's poisson: -104.751 valid_0's quantile: 2.87543
[85] valid_0's poisson: -104.798 valid_0's quantile: 2.86859
[86] valid_0's poisson: -104.814 valid_0's quantile: 2.86648
[87] valid_0's poisson: -104.836 valid_0's quantile: 2.86574
[88] valid_0's poisson: -104.843 valid_0's quantile: 2.86452
[89] valid_0's poisson: -104.86 valid_0's quantile: 2.8453
[90] valid_0's poisson: -104.893 valid_0's quantile: 2.84197
[91] valid_0's poisson: -104.904 valid_0's quantile: 2.84181
[92] valid_0's poisson: -104.916 valid_0's quantile: 2.83553
[93] valid_0's poisson: -104.922 valid_0's quantile: 2.8356
[94] valid_0's poisson: -104.926 valid_0's quantile: 2.83485
[95] valid_0's poisson: -104.951 valid_0's quantile: 2.83423
[96] valid_0's poisson: -104.962 valid_0's quantile: 2.83296
[97] valid_0's poisson: -104.947 valid_0's quantile: 2.83288
[98] valid_0's poisson: -104.958 valid_0's quantile: 2.83303
[99] valid_0's poisson: -104.885 valid_0's quantile: 2.83358
[100] valid_0's poisson: -104.89 valid_0's quantile: 2.8328
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -71.1886 valid_0's quantile: 9.21743
[2] valid_0's poisson: -77.2817 valid_0's quantile: 7.61937
[3] valid_0's poisson: -82.8138 valid_0's quantile: 6.4105
[4] valid_0's poisson: -86.6934 valid_0's quantile: 5.65127
[5] valid_0's poisson: -90.1879 valid_0's quantile: 5.07926
[6] valid_0's poisson: -92.7834 valid_0's quantile: 4.63848
[7] valid_0's poisson: -94.9376 valid_0's quantile: 4.33814
[8] valid_0's poisson: -96.8494 valid_0's quantile: 4.09326
[9] valid_0's poisson: -98.2682 valid_0's quantile: 3.88468
[10] valid_0's poisson: -99.3594 valid_0's quantile: 3.73744
[11] valid_0's poisson: -100.284 valid_0's quantile: 3.62575
[12] valid_0's poisson: -100.93 valid_0's quantile: 3.55113
[13] valid_0's poisson: -101.37 valid_0's quantile: 3.48913
[14] valid_0's poisson: -101.731 valid_0's quantile: 3.44321
[15] valid_0's poisson: -102.013 valid_0's quantile: 3.40935
[16] valid_0's poisson: -102.317 valid_0's quantile: 3.37214
[17] valid_0's poisson: -102.553 valid_0's quantile: 3.34991
[18] valid_0's poisson: -102.733 valid_0's quantile: 3.33153
[19] valid_0's poisson: -102.89 valid_0's quantile: 3.31543
[20] valid_0's poisson: -103.019 valid_0's quantile: 3.30147
[21] valid_0's poisson: -103.133 valid_0's quantile: 3.28748
[22] valid_0's poisson: -103.271 valid_0's quantile: 3.26995
[23] valid_0's poisson: -103.344 valid_0's quantile: 3.26282
[24] valid_0's poisson: -103.371 valid_0's quantile: 3.24796
[25] valid_0's poisson: -103.48 valid_0's quantile: 3.22611
[26] valid_0's poisson: -103.514 valid_0's quantile: 3.21652
[27] valid_0's poisson: -103.539 valid_0's quantile: 3.21337
[28] valid_0's poisson: -103.564 valid_0's quantile: 3.20972
[29] valid_0's poisson: -103.598 valid_0's quantile: 3.1897
[30] valid_0's poisson: -103.642 valid_0's quantile: 3.18512
[31] valid_0's poisson: -103.685 valid_0's quantile: 3.18102
[32] valid_0's poisson: -103.7 valid_0's quantile: 3.17664
[33] valid_0's poisson: -103.721 valid_0's quantile: 3.17374
[34] valid_0's poisson: -103.747 valid_0's quantile: 3.16607
[35] valid_0's poisson: -103.76 valid_0's quantile: 3.15215
[36] valid_0's poisson: -103.788 valid_0's quantile: 3.14971
[37] valid_0's poisson: -103.775 valid_0's quantile: 3.14696
[38] valid_0's poisson: -103.807 valid_0's quantile: 3.14601
[39] valid_0's poisson: -103.823 valid_0's quantile: 3.14394
[40] valid_0's poisson: -103.834 valid_0's quantile: 3.14239
[41] valid_0's poisson: -103.842 valid_0's quantile: 3.14197
[42] valid_0's poisson: -103.853 valid_0's quantile: 3.14163
[43] valid_0's poisson: -103.85 valid_0's quantile: 3.13513
[44] valid_0's poisson: -103.858 valid_0's quantile: 3.13439
[45] valid_0's poisson: -103.944 valid_0's quantile: 3.09073
[46] valid_0's poisson: -103.952 valid_0's quantile: 3.08744
[47] valid_0's poisson: -104.003 valid_0's quantile: 3.05099
[48] valid_0's poisson: -104.014 valid_0's quantile: 3.0505
[49] valid_0's poisson: -104.053 valid_0's quantile: 3.04055
[50] valid_0's poisson: -104.109 valid_0's quantile: 3.03292
[51] valid_0's poisson: -104.112 valid_0's quantile: 3.03069
[52] valid_0's poisson: -104.139 valid_0's quantile: 3.02649
[53] valid_0's poisson: -104.156 valid_0's quantile: 3.02058
[54] valid_0's poisson: -104.172 valid_0's quantile: 3.01709
[55] valid_0's poisson: -104.188 valid_0's quantile: 2.99162
[56] valid_0's poisson: -104.208 valid_0's quantile: 2.98608
[57] valid_0's poisson: -104.217 valid_0's quantile: 2.98442
[58] valid_0's poisson: -104.211 valid_0's quantile: 2.98048
[59] valid_0's poisson: -104.189 valid_0's quantile: 2.97781
[60] valid_0's poisson: -104.189 valid_0's quantile: 2.97966
[61] valid_0's poisson: -104.215 valid_0's quantile: 2.97936
[62] valid_0's poisson: -104.239 valid_0's quantile: 2.97907
[63] valid_0's poisson: -104.281 valid_0's quantile: 2.97601
[64] valid_0's poisson: -104.304 valid_0's quantile: 2.97452
[65] valid_0's poisson: -104.324 valid_0's quantile: 2.97211
[66] valid_0's poisson: -104.335 valid_0's quantile: 2.97104
[67] valid_0's poisson: -104.334 valid_0's quantile: 2.97244
[68] valid_0's poisson: -104.342 valid_0's quantile: 2.97156
[69] valid_0's poisson: -104.367 valid_0's quantile: 2.959
[70] valid_0's poisson: -104.374 valid_0's quantile: 2.95884
[71] valid_0's poisson: -104.372 valid_0's quantile: 2.95847
[72] valid_0's poisson: -104.381 valid_0's quantile: 2.93563
[73] valid_0's poisson: -104.395 valid_0's quantile: 2.92892
[74] valid_0's poisson: -104.402 valid_0's quantile: 2.92909
[75] valid_0's poisson: -104.413 valid_0's quantile: 2.92551
[76] valid_0's poisson: -104.441 valid_0's quantile: 2.92076
[77] valid_0's poisson: -104.447 valid_0's quantile: 2.92124
[78] valid_0's poisson: -104.442 valid_0's quantile: 2.91954
[79] valid_0's poisson: -104.45 valid_0's quantile: 2.91572
[80] valid_0's poisson: -104.459 valid_0's quantile: 2.91429
[81] valid_0's poisson: -104.575 valid_0's quantile: 2.89757
[82] valid_0's poisson: -104.58 valid_0's quantile: 2.89745
[83] valid_0's poisson: -104.589 valid_0's quantile: 2.89825
[84] valid_0's poisson: -104.587 valid_0's quantile: 2.89831
[85] valid_0's poisson: -104.591 valid_0's quantile: 2.89605
[86] valid_0's poisson: -104.603 valid_0's quantile: 2.89512
[87] valid_0's poisson: -104.622 valid_0's quantile: 2.88858
[88] valid_0's poisson: -104.616 valid_0's quantile: 2.88782
[89] valid_0's poisson: -104.613 valid_0's quantile: 2.88746
[90] valid_0's poisson: -104.615 valid_0's quantile: 2.88744
[91] valid_0's poisson: -104.622 valid_0's quantile: 2.88569
[92] valid_0's poisson: -104.634 valid_0's quantile: 2.88513
[93] valid_0's poisson: -104.63 valid_0's quantile: 2.88613
[94] valid_0's poisson: -104.626 valid_0's quantile: 2.88599
[95] valid_0's poisson: -104.631 valid_0's quantile: 2.88538
[96] valid_0's poisson: -104.639 valid_0's quantile: 2.8853
[97] valid_0's poisson: -104.638 valid_0's quantile: 2.88609
[98] valid_0's poisson: -104.633 valid_0's quantile: 2.88405
[99] valid_0's poisson: -104.638 valid_0's quantile: 2.88349
[100] valid_0's poisson: -104.639 valid_0's quantile: 2.87883
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -71.3767 valid_0's quantile: 9.20761
[2] valid_0's poisson: -77.4779 valid_0's quantile: 7.62027
[3] valid_0's poisson: -83.1257 valid_0's quantile: 6.3692
[4] valid_0's poisson: -87.2089 valid_0's quantile: 5.58953
[5] valid_0's poisson: -90.5779 valid_0's quantile: 5.00662
[6] valid_0's poisson: -93.0748 valid_0's quantile: 4.58185
[7] valid_0's poisson: -95.2032 valid_0's quantile: 4.2595
[8] valid_0's poisson: -97.0293 valid_0's quantile: 4.01831
[9] valid_0's poisson: -98.457 valid_0's quantile: 3.83056
[10] valid_0's poisson: -99.5736 valid_0's quantile: 3.68538
[11] valid_0's poisson: -100.391 valid_0's quantile: 3.58428
[12] valid_0's poisson: -101.009 valid_0's quantile: 3.51675
[13] valid_0's poisson: -101.511 valid_0's quantile: 3.45956
[14] valid_0's poisson: -101.868 valid_0's quantile: 3.40486
[15] valid_0's poisson: -102.216 valid_0's quantile: 3.36197
[16] valid_0's poisson: -102.446 valid_0's quantile: 3.33412
[17] valid_0's poisson: -102.675 valid_0's quantile: 3.30712
[18] valid_0's poisson: -102.832 valid_0's quantile: 3.29099
[19] valid_0's poisson: -102.944 valid_0's quantile: 3.26109
[20] valid_0's poisson: -103.037 valid_0's quantile: 3.24877
[21] valid_0's poisson: -103.122 valid_0's quantile: 3.20911
[22] valid_0's poisson: -103.307 valid_0's quantile: 3.15594
[23] valid_0's poisson: -103.385 valid_0's quantile: 3.14283
[24] valid_0's poisson: -103.465 valid_0's quantile: 3.1343
[25] valid_0's poisson: -103.549 valid_0's quantile: 3.11761
[26] valid_0's poisson: -103.587 valid_0's quantile: 3.11171
[27] valid_0's poisson: -103.653 valid_0's quantile: 3.0998
[28] valid_0's poisson: -103.724 valid_0's quantile: 3.09335
[29] valid_0's poisson: -103.769 valid_0's quantile: 3.07756
[30] valid_0's poisson: -103.81 valid_0's quantile: 3.06976
[31] valid_0's poisson: -103.854 valid_0's quantile: 3.06488
[32] valid_0's poisson: -103.904 valid_0's quantile: 3.05687
[33] valid_0's poisson: -103.927 valid_0's quantile: 3.05336
[34] valid_0's poisson: -103.946 valid_0's quantile: 3.04959
[35] valid_0's poisson: -104.029 valid_0's quantile: 3.03877
[36] valid_0's poisson: -104.076 valid_0's quantile: 3.00827
[37] valid_0's poisson: -104.133 valid_0's quantile: 3.00169
[38] valid_0's poisson: -104.14 valid_0's quantile: 2.99998
[39] valid_0's poisson: -104.149 valid_0's quantile: 2.99995
[40] valid_0's poisson: -104.17 valid_0's quantile: 2.99741
[41] valid_0's poisson: -104.198 valid_0's quantile: 2.99347
[42] valid_0's poisson: -104.218 valid_0's quantile: 2.99257
[43] valid_0's poisson: -104.225 valid_0's quantile: 2.98695
[44] valid_0's poisson: -104.238 valid_0's quantile: 2.97287
[45] valid_0's poisson: -104.251 valid_0's quantile: 2.97123
[46] valid_0's poisson: -104.252 valid_0's quantile: 2.9714
[47] valid_0's poisson: -104.259 valid_0's quantile: 2.97053
[48] valid_0's poisson: -104.262 valid_0's quantile: 2.96828
[49] valid_0's poisson: -104.276 valid_0's quantile: 2.95962
[50] valid_0's poisson: -104.287 valid_0's quantile: 2.95853
[51] valid_0's poisson: -104.284 valid_0's quantile: 2.95942
[52] valid_0's poisson: -104.299 valid_0's quantile: 2.95642
[53] valid_0's poisson: -104.333 valid_0's quantile: 2.95288
[54] valid_0's poisson: -104.34 valid_0's quantile: 2.95265
[55] valid_0's poisson: -104.345 valid_0's quantile: 2.95242
[56] valid_0's poisson: -104.397 valid_0's quantile: 2.94525
[57] valid_0's poisson: -104.4 valid_0's quantile: 2.94715
[58] valid_0's poisson: -104.418 valid_0's quantile: 2.94195
[59] valid_0's poisson: -104.43 valid_0's quantile: 2.94018
[60] valid_0's poisson: -104.44 valid_0's quantile: 2.93886
[61] valid_0's poisson: -104.442 valid_0's quantile: 2.93804
[62] valid_0's poisson: -104.49 valid_0's quantile: 2.93284
[63] valid_0's poisson: -104.512 valid_0's quantile: 2.93014
[64] valid_0's poisson: -104.491 valid_0's quantile: 2.93064
[65] valid_0's poisson: -104.507 valid_0's quantile: 2.91991
[66] valid_0's poisson: -104.514 valid_0's quantile: 2.91611
[67] valid_0's poisson: -104.525 valid_0's quantile: 2.91478
[68] valid_0's poisson: -104.554 valid_0's quantile: 2.91368
[69] valid_0's poisson: -104.558 valid_0's quantile: 2.91245
[70] valid_0's poisson: -104.56 valid_0's quantile: 2.9124
[71] valid_0's poisson: -104.565 valid_0's quantile: 2.91035
[72] valid_0's poisson: -104.565 valid_0's quantile: 2.91181
[73] valid_0's poisson: -104.577 valid_0's quantile: 2.91183
[74] valid_0's poisson: -104.582 valid_0's quantile: 2.9133
[75] valid_0's poisson: -104.604 valid_0's quantile: 2.90845
[76] valid_0's poisson: -104.61 valid_0's quantile: 2.90736
[77] valid_0's poisson: -104.662 valid_0's quantile: 2.89294
[78] valid_0's poisson: -104.665 valid_0's quantile: 2.88829
[79] valid_0's poisson: -104.667 valid_0's quantile: 2.8881
[80] valid_0's poisson: -104.67 valid_0's quantile: 2.88746
[81] valid_0's poisson: -104.68 valid_0's quantile: 2.88855
[82] valid_0's poisson: -104.679 valid_0's quantile: 2.88939
[83] valid_0's poisson: -104.703 valid_0's quantile: 2.88607
[84] valid_0's poisson: -104.702 valid_0's quantile: 2.88497
[85] valid_0's poisson: -104.702 valid_0's quantile: 2.88489
[86] valid_0's poisson: -104.65 valid_0's quantile: 2.8863
[87] valid_0's poisson: -104.662 valid_0's quantile: 2.88575
[88] valid_0's poisson: -104.685 valid_0's quantile: 2.87563
[89] valid_0's poisson: -104.71 valid_0's quantile: 2.87641
[90] valid_0's poisson: -104.729 valid_0's quantile: 2.87591
[91] valid_0's poisson: -104.733 valid_0's quantile: 2.87657
[92] valid_0's poisson: -104.749 valid_0's quantile: 2.87635
[93] valid_0's poisson: -104.768 valid_0's quantile: 2.87698
[94] valid_0's poisson: -104.776 valid_0's quantile: 2.87469
[95] valid_0's poisson: -104.778 valid_0's quantile: 2.87479
[96] valid_0's poisson: -104.768 valid_0's quantile: 2.8722
[97] valid_0's poisson: -104.775 valid_0's quantile: 2.87139
[98] valid_0's poisson: -104.781 valid_0's quantile: 2.86716
[99] valid_0's poisson: -104.811 valid_0's quantile: 2.86502
[100] valid_0's poisson: -104.812 valid_0's quantile: 2.86425
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -72.3245 valid_0's quantile: 9.14731
[2] valid_0's poisson: -78.9237 valid_0's quantile: 7.48378
[3] valid_0's poisson: -83.952 valid_0's quantile: 6.3451
[4] valid_0's poisson: -87.8632 valid_0's quantile: 5.56389
[5] valid_0's poisson: -91.1505 valid_0's quantile: 5.00644
[6] valid_0's poisson: -93.6507 valid_0's quantile: 4.53918
[7] valid_0's poisson: -95.6142 valid_0's quantile: 4.24423
[8] valid_0's poisson: -97.2315 valid_0's quantile: 3.99738
[9] valid_0's poisson: -98.4859 valid_0's quantile: 3.81335
[10] valid_0's poisson: -99.6373 valid_0's quantile: 3.65968
[11] valid_0's poisson: -100.449 valid_0's quantile: 3.55001
[12] valid_0's poisson: -101.156 valid_0's quantile: 3.46262
[13] valid_0's poisson: -101.645 valid_0's quantile: 3.40075
[14] valid_0's poisson: -102.002 valid_0's quantile: 3.35218
[15] valid_0's poisson: -102.293 valid_0's quantile: 3.31076
[16] valid_0's poisson: -102.567 valid_0's quantile: 3.27653
[17] valid_0's poisson: -102.729 valid_0's quantile: 3.24674
[18] valid_0's poisson: -102.893 valid_0's quantile: 3.20251
[19] valid_0's poisson: -102.998 valid_0's quantile: 3.19145
[20] valid_0's poisson: -103.135 valid_0's quantile: 3.17674
[21] valid_0's poisson: -103.177 valid_0's quantile: 3.16703
[22] valid_0's poisson: -103.263 valid_0's quantile: 3.15846
[23] valid_0's poisson: -103.363 valid_0's quantile: 3.12344
[24] valid_0's poisson: -103.414 valid_0's quantile: 3.10917
[25] valid_0's poisson: -103.499 valid_0's quantile: 3.09821
[26] valid_0's poisson: -103.56 valid_0's quantile: 3.09387
[27] valid_0's poisson: -103.652 valid_0's quantile: 3.08542
[28] valid_0's poisson: -103.716 valid_0's quantile: 3.07796
[29] valid_0's poisson: -103.753 valid_0's quantile: 3.06757
[30] valid_0's poisson: -103.766 valid_0's quantile: 3.06391
[31] valid_0's poisson: -103.777 valid_0's quantile: 3.05693
[32] valid_0's poisson: -103.837 valid_0's quantile: 3.04088
[33] valid_0's poisson: -103.885 valid_0's quantile: 3.03623
[34] valid_0's poisson: -103.901 valid_0's quantile: 3.03416
[35] valid_0's poisson: -103.924 valid_0's quantile: 3.03023
[36] valid_0's poisson: -103.962 valid_0's quantile: 3.02866
[37] valid_0's poisson: -104.017 valid_0's quantile: 3.02366
[38] valid_0's poisson: -104.078 valid_0's quantile: 3.01689
[39] valid_0's poisson: -104.1 valid_0's quantile: 3.01246
[40] valid_0's poisson: -104.097 valid_0's quantile: 3.00235
[41] valid_0's poisson: -104.133 valid_0's quantile: 2.99606
[42] valid_0's poisson: -104.134 valid_0's quantile: 2.99153
[43] valid_0's poisson: -104.183 valid_0's quantile: 2.97838
[44] valid_0's poisson: -104.173 valid_0's quantile: 2.95757
[45] valid_0's poisson: -104.218 valid_0's quantile: 2.9476
[46] valid_0's poisson: -104.243 valid_0's quantile: 2.94483
[47] valid_0's poisson: -104.26 valid_0's quantile: 2.94112
[48] valid_0's poisson: -104.298 valid_0's quantile: 2.93313
[49] valid_0's poisson: -104.309 valid_0's quantile: 2.93071
[50] valid_0's poisson: -104.322 valid_0's quantile: 2.93102
[51] valid_0's poisson: -104.354 valid_0's quantile: 2.92867
[52] valid_0's poisson: -104.342 valid_0's quantile: 2.93062
[53] valid_0's poisson: -104.375 valid_0's quantile: 2.92928
[54] valid_0's poisson: -104.387 valid_0's quantile: 2.92932
[55] valid_0's poisson: -104.438 valid_0's quantile: 2.92099
[56] valid_0's poisson: -104.45 valid_0's quantile: 2.92082
[57] valid_0's poisson: -104.476 valid_0's quantile: 2.91877
[58] valid_0's poisson: -104.459 valid_0's quantile: 2.91839
[59] valid_0's poisson: -104.457 valid_0's quantile: 2.91923
[60] valid_0's poisson: -104.469 valid_0's quantile: 2.91794
[61] valid_0's poisson: -104.474 valid_0's quantile: 2.91924
[62] valid_0's poisson: -104.483 valid_0's quantile: 2.91478
[63] valid_0's poisson: -104.51 valid_0's quantile: 2.91527
[64] valid_0's poisson: -104.51 valid_0's quantile: 2.91378
[65] valid_0's poisson: -104.542 valid_0's quantile: 2.90874
[66] valid_0's poisson: -104.539 valid_0's quantile: 2.90801
[67] valid_0's poisson: -104.538 valid_0's quantile: 2.90618
[68] valid_0's poisson: -104.506 valid_0's quantile: 2.90461
[69] valid_0's poisson: -104.529 valid_0's quantile: 2.90696
[70] valid_0's poisson: -104.537 valid_0's quantile: 2.91116
[71] valid_0's poisson: -104.541 valid_0's quantile: 2.91117
[72] valid_0's poisson: -104.544 valid_0's quantile: 2.90811
[73] valid_0's poisson: -104.55 valid_0's quantile: 2.90661
[74] valid_0's poisson: -104.557 valid_0's quantile: 2.90429
[75] valid_0's poisson: -104.572 valid_0's quantile: 2.89801
[76] valid_0's poisson: -104.582 valid_0's quantile: 2.89673
[77] valid_0's poisson: -104.593 valid_0's quantile: 2.89565
[78] valid_0's poisson: -104.612 valid_0's quantile: 2.89007
[79] valid_0's poisson: -104.617 valid_0's quantile: 2.88916
[80] valid_0's poisson: -104.628 valid_0's quantile: 2.88905
[81] valid_0's poisson: -104.634 valid_0's quantile: 2.88985
[82] valid_0's poisson: -104.643 valid_0's quantile: 2.89059
[83] valid_0's poisson: -104.658 valid_0's quantile: 2.88969
[84] valid_0's poisson: -104.68 valid_0's quantile: 2.8893
[85] valid_0's poisson: -104.682 valid_0's quantile: 2.88985
[86] valid_0's poisson: -104.696 valid_0's quantile: 2.88928
[87] valid_0's poisson: -104.7 valid_0's quantile: 2.88842
[88] valid_0's poisson: -104.713 valid_0's quantile: 2.88731
[89] valid_0's poisson: -104.711 valid_0's quantile: 2.88637
[90] valid_0's poisson: -104.721 valid_0's quantile: 2.88673
[91] valid_0's poisson: -104.738 valid_0's quantile: 2.88503
[92] valid_0's poisson: -104.742 valid_0's quantile: 2.88483
[93] valid_0's poisson: -104.746 valid_0's quantile: 2.88416
[94] valid_0's poisson: -104.707 valid_0's quantile: 2.88677
[95] valid_0's poisson: -104.716 valid_0's quantile: 2.88675
[96] valid_0's poisson: -104.714 valid_0's quantile: 2.88725
[97] valid_0's poisson: -104.715 valid_0's quantile: 2.88925
[98] valid_0's poisson: -104.721 valid_0's quantile: 2.88976
[99] valid_0's poisson: -104.727 valid_0's quantile: 2.89027
[100] valid_0's poisson: -104.731 valid_0's quantile: 2.88973
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -71.0212 valid_0's quantile: 9.23489
[2] valid_0's poisson: -77.472 valid_0's quantile: 7.58487
[3] valid_0's poisson: -83.1326 valid_0's quantile: 6.40612
[4] valid_0's poisson: -87.1577 valid_0's quantile: 5.65212
[5] valid_0's poisson: -90.6896 valid_0's quantile: 5.05289
[6] valid_0's poisson: -93.3989 valid_0's quantile: 4.6235
[7] valid_0's poisson: -95.6716 valid_0's quantile: 4.28668
[8] valid_0's poisson: -97.398 valid_0's quantile: 4.01489
[9] valid_0's poisson: -98.6731 valid_0's quantile: 3.82852
[10] valid_0's poisson: -99.6547 valid_0's quantile: 3.66055
[11] valid_0's poisson: -100.523 valid_0's quantile: 3.54924
[12] valid_0's poisson: -101.153 valid_0's quantile: 3.4754
[13] valid_0's poisson: -101.653 valid_0's quantile: 3.41576
[14] valid_0's poisson: -102.153 valid_0's quantile: 3.3512
[15] valid_0's poisson: -102.499 valid_0's quantile: 3.31279
[16] valid_0's poisson: -102.745 valid_0's quantile: 3.2853
[17] valid_0's poisson: -102.958 valid_0's quantile: 3.25162
[18] valid_0's poisson: -103.108 valid_0's quantile: 3.22952
[19] valid_0's poisson: -103.23 valid_0's quantile: 3.21644
[20] valid_0's poisson: -103.4 valid_0's quantile: 3.19547
[21] valid_0's poisson: -103.493 valid_0's quantile: 3.18363
[22] valid_0's poisson: -103.576 valid_0's quantile: 3.16894
[23] valid_0's poisson: -103.683 valid_0's quantile: 3.15274
[24] valid_0's poisson: -103.724 valid_0's quantile: 3.14087
[25] valid_0's poisson: -103.805 valid_0's quantile: 3.11971
[26] valid_0's poisson: -103.857 valid_0's quantile: 3.10609
[27] valid_0's poisson: -103.903 valid_0's quantile: 3.09145
[28] valid_0's poisson: -103.92 valid_0's quantile: 3.08714
[29] valid_0's poisson: -103.961 valid_0's quantile: 3.08191
[30] valid_0's poisson: -104.008 valid_0's quantile: 3.07332
[31] valid_0's poisson: -104.033 valid_0's quantile: 3.06409
[32] valid_0's poisson: -104.051 valid_0's quantile: 3.06131
[33] valid_0's poisson: -104.099 valid_0's quantile: 3.04732
[34] valid_0's poisson: -104.11 valid_0's quantile: 3.04391
[35] valid_0's poisson: -104.13 valid_0's quantile: 3.04071
[36] valid_0's poisson: -104.161 valid_0's quantile: 3.02602
[37] valid_0's poisson: -104.152 valid_0's quantile: 3.01749
[38] valid_0's poisson: -104.175 valid_0's quantile: 3.0181
[39] valid_0's poisson: -104.19 valid_0's quantile: 3.01585
[40] valid_0's poisson: -104.19 valid_0's quantile: 3.01359
[41] valid_0's poisson: -104.217 valid_0's quantile: 3.01172
[42] valid_0's poisson: -104.201 valid_0's quantile: 3.01037
[43] valid_0's poisson: -104.207 valid_0's quantile: 3.00601
[44] valid_0's poisson: -104.202 valid_0's quantile: 3.00696
[45] valid_0's poisson: -104.247 valid_0's quantile: 3.00244
[46] valid_0's poisson: -104.255 valid_0's quantile: 3.00149
[47] valid_0's poisson: -104.296 valid_0's quantile: 2.99522
[48] valid_0's poisson: -104.327 valid_0's quantile: 2.98376
[49] valid_0's poisson: -104.337 valid_0's quantile: 2.98288
[50] valid_0's poisson: -104.34 valid_0's quantile: 2.98305
[51] valid_0's poisson: -104.345 valid_0's quantile: 2.98098
[52] valid_0's poisson: -104.328 valid_0's quantile: 2.98135
[53] valid_0's poisson: -104.345 valid_0's quantile: 2.97708
[54] valid_0's poisson: -104.357 valid_0's quantile: 2.97478
[55] valid_0's poisson: -104.358 valid_0's quantile: 2.97588
[56] valid_0's poisson: -104.364 valid_0's quantile: 2.9752
[57] valid_0's poisson: -104.364 valid_0's quantile: 2.97226
[58] valid_0's poisson: -104.392 valid_0's quantile: 2.95712
[59] valid_0's poisson: -104.403 valid_0's quantile: 2.95582
[60] valid_0's poisson: -104.327 valid_0's quantile: 2.95322
[61] valid_0's poisson: -104.405 valid_0's quantile: 2.9504
[62] valid_0's poisson: -104.419 valid_0's quantile: 2.92548
[63] valid_0's poisson: -104.423 valid_0's quantile: 2.92579
[64] valid_0's poisson: -104.431 valid_0's quantile: 2.92104
[65] valid_0's poisson: -104.475 valid_0's quantile: 2.91255
[66] valid_0's poisson: -104.505 valid_0's quantile: 2.91018
[67] valid_0's poisson: -104.522 valid_0's quantile: 2.90899
[68] valid_0's poisson: -104.522 valid_0's quantile: 2.90806
[69] valid_0's poisson: -104.531 valid_0's quantile: 2.91026
[70] valid_0's poisson: -104.578 valid_0's quantile: 2.90569
[71] valid_0's poisson: -104.587 valid_0's quantile: 2.90376
[72] valid_0's poisson: -104.624 valid_0's quantile: 2.89885
[73] valid_0's poisson: -104.643 valid_0's quantile: 2.89579
[74] valid_0's poisson: -104.645 valid_0's quantile: 2.89582
[75] valid_0's poisson: -104.654 valid_0's quantile: 2.89418
[76] valid_0's poisson: -104.67 valid_0's quantile: 2.89242
[77] valid_0's poisson: -104.686 valid_0's quantile: 2.88395
[78] valid_0's poisson: -104.674 valid_0's quantile: 2.88466
[79] valid_0's poisson: -104.719 valid_0's quantile: 2.88305
[80] valid_0's poisson: -104.715 valid_0's quantile: 2.87075
[81] valid_0's poisson: -104.722 valid_0's quantile: 2.87108
[82] valid_0's poisson: -104.737 valid_0's quantile: 2.86586
[83] valid_0's poisson: -104.744 valid_0's quantile: 2.86507
[84] valid_0's poisson: -104.758 valid_0's quantile: 2.86273
[85] valid_0's poisson: -104.773 valid_0's quantile: 2.86119
[86] valid_0's poisson: -104.783 valid_0's quantile: 2.85813
[87] valid_0's poisson: -104.789 valid_0's quantile: 2.85704
[88] valid_0's poisson: -104.789 valid_0's quantile: 2.85685
[89] valid_0's poisson: -104.79 valid_0's quantile: 2.85665
[90] valid_0's poisson: -104.796 valid_0's quantile: 2.85551
[91] valid_0's poisson: -104.808 valid_0's quantile: 2.85394
[92] valid_0's poisson: -104.827 valid_0's quantile: 2.84324
[93] valid_0's poisson: -104.849 valid_0's quantile: 2.84349
[94] valid_0's poisson: -104.865 valid_0's quantile: 2.83389
[95] valid_0's poisson: -104.952 valid_0's quantile: 2.82785
[96] valid_0's poisson: -104.95 valid_0's quantile: 2.82738
[97] valid_0's poisson: -104.961 valid_0's quantile: 2.82702
[98] valid_0's poisson: -104.959 valid_0's quantile: 2.82698
[99] valid_0's poisson: -104.944 valid_0's quantile: 2.8256
[100] valid_0's poisson: -104.944 valid_0's quantile: 2.82252
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -62.2371 valid_0's quantile: 11.6705
[2] valid_0's poisson: -62.3012 valid_0's quantile: 11.6448
[3] valid_0's poisson: -62.3879 valid_0's quantile: 11.6168
[4] valid_0's poisson: -62.474 valid_0's quantile: 11.589
[5] valid_0's poisson: -62.5595 valid_0's quantile: 11.5615
[6] valid_0's poisson: -62.6443 valid_0's quantile: 11.534
[7] valid_0's poisson: -62.7285 valid_0's quantile: 11.5066
[8] valid_0's poisson: -62.812 valid_0's quantile: 11.4795
[9] valid_0's poisson: -62.8949 valid_0's quantile: 11.4525
[10] valid_0's poisson: -62.9772 valid_0's quantile: 11.4257
[11] valid_0's poisson: -63.0481 valid_0's quantile: 11.4005
[12] valid_0's poisson: -63.1293 valid_0's quantile: 11.3741
[13] valid_0's poisson: -63.1993 valid_0's quantile: 11.3491
[14] valid_0's poisson: -63.2688 valid_0's quantile: 11.3248
[15] valid_0's poisson: -63.3377 valid_0's quantile: 11.3005
[16] valid_0's poisson: -63.4061 valid_0's quantile: 11.2763
[17] valid_0's poisson: -63.4847 valid_0's quantile: 11.2508
[18] valid_0's poisson: -63.5627 valid_0's quantile: 11.2255
[19] valid_0's poisson: -63.6402 valid_0's quantile: 11.2003
[20] valid_0's poisson: -63.7171 valid_0's quantile: 11.1754
[21] valid_0's poisson: -63.7934 valid_0's quantile: 11.1507
[22] valid_0's poisson: -63.8692 valid_0's quantile: 11.1264
[23] valid_0's poisson: -63.9445 valid_0's quantile: 11.1021
[24] valid_0's poisson: -64.0193 valid_0's quantile: 11.078
[25] valid_0's poisson: -64.0935 valid_0's quantile: 11.0541
[26] valid_0's poisson: -64.1867 valid_0's quantile: 11.0256
[27] valid_0's poisson: -64.2792 valid_0's quantile: 10.9972
[28] valid_0's poisson: -64.3711 valid_0's quantile: 10.9692
[29] valid_0's poisson: -64.4624 valid_0's quantile: 10.9415
[30] valid_0's poisson: -64.5531 valid_0's quantile: 10.914
[31] valid_0's poisson: -64.6248 valid_0's quantile: 10.8888
[32] valid_0's poisson: -64.696 valid_0's quantile: 10.8638
[33] valid_0's poisson: -64.7667 valid_0's quantile: 10.8389
[34] valid_0's poisson: -64.8197 valid_0's quantile: 10.8186
[35] valid_0's poisson: -64.8723 valid_0's quantile: 10.7984
[36] valid_0's poisson: -64.9419 valid_0's quantile: 10.7739
[37] valid_0's poisson: -65.0111 valid_0's quantile: 10.7496
[38] valid_0's poisson: -65.0825 valid_0's quantile: 10.7276
[39] valid_0's poisson: -65.1534 valid_0's quantile: 10.7057
[40] valid_0's poisson: -65.2238 valid_0's quantile: 10.6841
[41] valid_0's poisson: -65.3109 valid_0's quantile: 10.6584
[42] valid_0's poisson: -65.3974 valid_0's quantile: 10.6327
[43] valid_0's poisson: -65.4735 valid_0's quantile: 10.6086
[44] valid_0's poisson: -65.533 valid_0's quantile: 10.5887
[45] valid_0's poisson: -65.5922 valid_0's quantile: 10.5692
[46] valid_0's poisson: -65.6592 valid_0's quantile: 10.5465
[47] valid_0's poisson: -65.734 valid_0's quantile: 10.5232
[48] valid_0's poisson: -65.7925 valid_0's quantile: 10.5042
[49] valid_0's poisson: -65.8505 valid_0's quantile: 10.4853
[50] valid_0's poisson: -65.9082 valid_0's quantile: 10.4669
[51] valid_0's poisson: -65.9914 valid_0's quantile: 10.4432
[52] valid_0's poisson: -66.0742 valid_0's quantile: 10.4197
[53] valid_0's poisson: -66.1564 valid_0's quantile: 10.3964
[54] valid_0's poisson: -66.2228 valid_0's quantile: 10.3771
[55] valid_0's poisson: -66.2888 valid_0's quantile: 10.3579
[56] valid_0's poisson: -66.3544 valid_0's quantile: 10.3387
[57] valid_0's poisson: -66.4196 valid_0's quantile: 10.3197
[58] valid_0's poisson: -66.5 valid_0's quantile: 10.2968
[59] valid_0's poisson: -66.5798 valid_0's quantile: 10.274
[60] valid_0's poisson: -66.6592 valid_0's quantile: 10.2515
[61] valid_0's poisson: -66.7224 valid_0's quantile: 10.2328
[62] valid_0's poisson: -66.7852 valid_0's quantile: 10.2143
[63] valid_0's poisson: -66.8638 valid_0's quantile: 10.1921
[64] valid_0's poisson: -66.942 valid_0's quantile: 10.1701
[65] valid_0's poisson: -67.0196 valid_0's quantile: 10.1483
[66] valid_0's poisson: -67.1029 valid_0's quantile: 10.126
[67] valid_0's poisson: -67.1857 valid_0's quantile: 10.1038
[68] valid_0's poisson: -67.268 valid_0's quantile: 10.0819
[69] valid_0's poisson: -67.3498 valid_0's quantile: 10.0602
[70] valid_0's poisson: -67.4312 valid_0's quantile: 10.0387
[71] valid_0's poisson: -67.5121 valid_0's quantile: 10.0172
[72] valid_0's poisson: -67.5925 valid_0's quantile: 9.99576
[73] valid_0's poisson: -67.6725 valid_0's quantile: 9.97444
[74] valid_0's poisson: -67.7383 valid_0's quantile: 9.95673
[75] valid_0's poisson: -67.8178 valid_0's quantile: 9.93572
[76] valid_0's poisson: -67.8969 valid_0's quantile: 9.91481
[77] valid_0's poisson: -67.9691 valid_0's quantile: 9.89722
[78] valid_0's poisson: -68.0476 valid_0's quantile: 9.87654
[79] valid_0's poisson: -68.1256 valid_0's quantile: 9.85607
[80] valid_0's poisson: -68.1908 valid_0's quantile: 9.83897
[81] valid_0's poisson: -68.2682 valid_0's quantile: 9.81878
[82] valid_0's poisson: -68.3452 valid_0's quantile: 9.79868
[83] valid_0's poisson: -68.4173 valid_0's quantile: 9.78152
[84] valid_0's poisson: -68.4937 valid_0's quantile: 9.76165
[85] valid_0's poisson: -68.5698 valid_0's quantile: 9.74192
[86] valid_0's poisson: -68.6454 valid_0's quantile: 9.72262
[87] valid_0's poisson: -68.7205 valid_0's quantile: 9.70342
[88] valid_0's poisson: -68.7953 valid_0's quantile: 9.68429
[89] valid_0's poisson: -68.8696 valid_0's quantile: 9.66543
[90] valid_0's poisson: -68.9436 valid_0's quantile: 9.64671
[91] valid_0's poisson: -69.0171 valid_0's quantile: 9.62807
[92] valid_0's poisson: -69.0887 valid_0's quantile: 9.61125
[93] valid_0's poisson: -69.1618 valid_0's quantile: 9.59282
[94] valid_0's poisson: -69.2326 valid_0's quantile: 9.5762
[95] valid_0's poisson: -69.3053 valid_0's quantile: 9.55793
[96] valid_0's poisson: -69.3775 valid_0's quantile: 9.53979
[97] valid_0's poisson: -69.448 valid_0's quantile: 9.52337
[98] valid_0's poisson: -69.5182 valid_0's quantile: 9.50707
[99] valid_0's poisson: -69.59 valid_0's quantile: 9.48907
[100] valid_0's poisson: -69.6614 valid_0's quantile: 9.47115
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=1, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -62.2367 valid_0's quantile: 11.6703
[2] valid_0's poisson: -62.3121 valid_0's quantile: 11.6434
[3] valid_0's poisson: -62.3868 valid_0's quantile: 11.6167
[4] valid_0's poisson: -62.4609 valid_0's quantile: 11.5902
[5] valid_0's poisson: -62.5344 valid_0's quantile: 11.5639
[6] valid_0's poisson: -62.6073 valid_0's quantile: 11.5378
[7] valid_0's poisson: -62.6796 valid_0's quantile: 11.5117
[8] valid_0's poisson: -62.7667 valid_0's quantile: 11.484
[9] valid_0's poisson: -62.8531 valid_0's quantile: 11.4565
[10] valid_0's poisson: -62.9389 valid_0's quantile: 11.4292
[11] valid_0's poisson: -63.024 valid_0's quantile: 11.4021
[12] valid_0's poisson: -63.1086 valid_0's quantile: 11.3752
[13] valid_0's poisson: -63.1925 valid_0's quantile: 11.3484
[14] valid_0's poisson: -63.2758 valid_0's quantile: 11.3222
[15] valid_0's poisson: -63.3585 valid_0's quantile: 11.2961
[16] valid_0's poisson: -63.4406 valid_0's quantile: 11.2701
[17] valid_0's poisson: -63.5078 valid_0's quantile: 11.2459
[18] valid_0's poisson: -63.5744 valid_0's quantile: 11.2217
[19] valid_0's poisson: -63.6405 valid_0's quantile: 11.1978
[20] valid_0's poisson: -63.7061 valid_0's quantile: 11.1742
[21] valid_0's poisson: -63.7712 valid_0's quantile: 11.1508
[22] valid_0's poisson: -63.8358 valid_0's quantile: 11.1276
[23] valid_0's poisson: -63.9145 valid_0's quantile: 11.1029
[24] valid_0's poisson: -63.9926 valid_0's quantile: 11.0783
[25] valid_0's poisson: -64.0591 valid_0's quantile: 11.0551
[26] valid_0's poisson: -64.125 valid_0's quantile: 11.032
[27] valid_0's poisson: -64.1904 valid_0's quantile: 11.0093
[28] valid_0's poisson: -64.2554 valid_0's quantile: 10.9869
[29] valid_0's poisson: -64.3199 valid_0's quantile: 10.9646
[30] valid_0's poisson: -64.3839 valid_0's quantile: 10.9425
[31] valid_0's poisson: -64.4576 valid_0's quantile: 10.9194
[32] valid_0's poisson: -64.5308 valid_0's quantile: 10.8966
[33] valid_0's poisson: -64.6036 valid_0's quantile: 10.8739
[34] valid_0's poisson: -64.6758 valid_0's quantile: 10.8512
[35] valid_0's poisson: -64.7475 valid_0's quantile: 10.8287
[36] valid_0's poisson: -64.8188 valid_0's quantile: 10.8065
[37] valid_0's poisson: -64.8896 valid_0's quantile: 10.7844
[38] valid_0's poisson: -64.9815 valid_0's quantile: 10.7575
[39] valid_0's poisson: -65.0729 valid_0's quantile: 10.7308
[40] valid_0's poisson: -65.1636 valid_0's quantile: 10.7042
[41] valid_0's poisson: -65.2538 valid_0's quantile: 10.6778
[42] valid_0's poisson: -65.3434 valid_0's quantile: 10.6516
[43] valid_0's poisson: -65.4324 valid_0's quantile: 10.6259
[44] valid_0's poisson: -65.5209 valid_0's quantile: 10.6003
[45] valid_0's poisson: -65.6088 valid_0's quantile: 10.5749
[46] valid_0's poisson: -65.6961 valid_0's quantile: 10.5497
[47] valid_0's poisson: -65.7829 valid_0's quantile: 10.5246
[48] valid_0's poisson: -65.8691 valid_0's quantile: 10.4997
[49] valid_0's poisson: -65.9548 valid_0's quantile: 10.475
[50] valid_0's poisson: -66.0214 valid_0's quantile: 10.4551
[51] valid_0's poisson: -66.1063 valid_0's quantile: 10.4308
[52] valid_0's poisson: -66.1907 valid_0's quantile: 10.4066
[53] valid_0's poisson: -66.2564 valid_0's quantile: 10.387
[54] valid_0's poisson: -66.3217 valid_0's quantile: 10.3675
[55] valid_0's poisson: -66.3866 valid_0's quantile: 10.3482
[56] valid_0's poisson: -66.4695 valid_0's quantile: 10.3246
[57] valid_0's poisson: -66.552 valid_0's quantile: 10.3011
[58] valid_0's poisson: -66.6339 valid_0's quantile: 10.2778
[59] valid_0's poisson: -66.6978 valid_0's quantile: 10.2589
[60] valid_0's poisson: -66.7625 valid_0's quantile: 10.2399
[61] valid_0's poisson: -66.8444 valid_0's quantile: 10.2171
[62] valid_0's poisson: -66.9258 valid_0's quantile: 10.1944
[63] valid_0's poisson: -67.0067 valid_0's quantile: 10.1719
[64] valid_0's poisson: -67.0871 valid_0's quantile: 10.1495
[65] valid_0's poisson: -67.1671 valid_0's quantile: 10.1273
[66] valid_0's poisson: -67.2465 valid_0's quantile: 10.1054
[67] valid_0's poisson: -67.3255 valid_0's quantile: 10.0839
[68] valid_0's poisson: -67.404 valid_0's quantile: 10.0624
[69] valid_0's poisson: -67.482 valid_0's quantile: 10.0411
[70] valid_0's poisson: -67.5595 valid_0's quantile: 10.0199
[71] valid_0's poisson: -67.6366 valid_0's quantile: 9.99893
[72] valid_0's poisson: -67.7133 valid_0's quantile: 9.97801
[73] valid_0's poisson: -67.7743 valid_0's quantile: 9.96071
[74] valid_0's poisson: -67.835 valid_0's quantile: 9.94348
[75] valid_0's poisson: -67.8953 valid_0's quantile: 9.92632
[76] valid_0's poisson: -67.9707 valid_0's quantile: 9.90579
[77] valid_0's poisson: -68.0457 valid_0's quantile: 9.88536
[78] valid_0's poisson: -68.1261 valid_0's quantile: 9.86435
[79] valid_0's poisson: -68.206 valid_0's quantile: 9.84345
[80] valid_0's poisson: -68.2856 valid_0's quantile: 9.82264
[81] valid_0's poisson: -68.3646 valid_0's quantile: 9.80215
[82] valid_0's poisson: -68.4432 valid_0's quantile: 9.78186
[83] valid_0's poisson: -68.5214 valid_0's quantile: 9.76165
[84] valid_0's poisson: -68.5992 valid_0's quantile: 9.74173
[85] valid_0's poisson: -68.6765 valid_0's quantile: 9.72212
[86] valid_0's poisson: -68.7534 valid_0's quantile: 9.70259
[87] valid_0's poisson: -68.8298 valid_0's quantile: 9.68321
[88] valid_0's poisson: -68.9058 valid_0's quantile: 9.6641
[89] valid_0's poisson: -68.9814 valid_0's quantile: 9.64506
[90] valid_0's poisson: -69.0566 valid_0's quantile: 9.6261
[91] valid_0's poisson: -69.1314 valid_0's quantile: 9.60729
[92] valid_0's poisson: -69.2057 valid_0's quantile: 9.58856
[93] valid_0's poisson: -69.2797 valid_0's quantile: 9.56991
[94] valid_0's poisson: -69.3532 valid_0's quantile: 9.55139
[95] valid_0's poisson: -69.4254 valid_0's quantile: 9.53449
[96] valid_0's poisson: -69.4967 valid_0's quantile: 9.51587
[97] valid_0's poisson: -69.5683 valid_0's quantile: 9.49917
[98] valid_0's poisson: -69.6409 valid_0's quantile: 9.48096
[99] valid_0's poisson: -69.712 valid_0's quantile: 9.46438
[100] valid_0's poisson: -69.7841 valid_0's quantile: 9.44624
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=1, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -62.8677 valid_0's quantile: 11.6615
[2] valid_0's poisson: -62.9416 valid_0's quantile: 11.634
[3] valid_0's poisson: -63.0149 valid_0's quantile: 11.6066
[4] valid_0's poisson: -63.0875 valid_0's quantile: 11.5794
[5] valid_0's poisson: -63.1595 valid_0's quantile: 11.5524
[6] valid_0's poisson: -63.2309 valid_0's quantile: 11.5256
[7] valid_0's poisson: -63.3017 valid_0's quantile: 11.4989
[8] valid_0's poisson: -63.3599 valid_0's quantile: 11.4735
[9] valid_0's poisson: -63.4296 valid_0's quantile: 11.447
[10] valid_0's poisson: -63.4986 valid_0's quantile: 11.4209
[11] valid_0's poisson: -63.5671 valid_0's quantile: 11.3949
[12] valid_0's poisson: -63.635 valid_0's quantile: 11.369
[13] valid_0's poisson: -63.7023 valid_0's quantile: 11.3434
[14] valid_0's poisson: -63.7586 valid_0's quantile: 11.3189
[15] valid_0's poisson: -63.8404 valid_0's quantile: 11.2921
[16] valid_0's poisson: -63.9216 valid_0's quantile: 11.2655
[17] valid_0's poisson: -64.0023 valid_0's quantile: 11.239
[18] valid_0's poisson: -64.0823 valid_0's quantile: 11.2127
[19] valid_0's poisson: -64.1617 valid_0's quantile: 11.1864
[20] valid_0's poisson: -64.2406 valid_0's quantile: 11.1604
[21] valid_0's poisson: -64.3189 valid_0's quantile: 11.1347
[22] valid_0's poisson: -64.3711 valid_0's quantile: 11.1119
[23] valid_0's poisson: -64.423 valid_0's quantile: 11.0894
[24] valid_0's poisson: -64.4743 valid_0's quantile: 11.0671
[25] valid_0's poisson: -64.5252 valid_0's quantile: 11.0448
[26] valid_0's poisson: -64.5757 valid_0's quantile: 11.0226
[27] valid_0's poisson: -64.6258 valid_0's quantile: 11.0007
[28] valid_0's poisson: -64.6754 valid_0's quantile: 10.979
[29] valid_0's poisson: -64.7353 valid_0's quantile: 10.9568
[30] valid_0's poisson: -64.8094 valid_0's quantile: 10.9329
[31] valid_0's poisson: -64.883 valid_0's quantile: 10.9092
[32] valid_0's poisson: -64.9561 valid_0's quantile: 10.8857
[33] valid_0's poisson: -65.0499 valid_0's quantile: 10.8569
[34] valid_0's poisson: -65.1431 valid_0's quantile: 10.8284
[35] valid_0's poisson: -65.2356 valid_0's quantile: 10.8
[36] valid_0's poisson: -65.3276 valid_0's quantile: 10.7718
[37] valid_0's poisson: -65.3992 valid_0's quantile: 10.749
[38] valid_0's poisson: -65.4703 valid_0's quantile: 10.7263
[39] valid_0's poisson: -65.5581 valid_0's quantile: 10.699
[40] valid_0's poisson: -65.6454 valid_0's quantile: 10.672
[41] valid_0's poisson: -65.6928 valid_0's quantile: 10.6524
[42] valid_0's poisson: -65.7591 valid_0's quantile: 10.6278
[43] valid_0's poisson: -65.8249 valid_0's quantile: 10.6034
[44] valid_0's poisson: -65.8717 valid_0's quantile: 10.5845
[45] valid_0's poisson: -65.9182 valid_0's quantile: 10.5658
[46] valid_0's poisson: -65.9643 valid_0's quantile: 10.5472
[47] valid_0's poisson: -66.0101 valid_0's quantile: 10.5287
[48] valid_0's poisson: -66.0758 valid_0's quantile: 10.5083
[49] valid_0's poisson: -66.1397 valid_0's quantile: 10.4852
[50] valid_0's poisson: -66.2132 valid_0's quantile: 10.4614
[51] valid_0's poisson: -66.2861 valid_0's quantile: 10.4377
[52] valid_0's poisson: -66.3585 valid_0's quantile: 10.4142
[53] valid_0's poisson: -66.4305 valid_0's quantile: 10.3908
[54] valid_0's poisson: -66.4836 valid_0's quantile: 10.3724
[55] valid_0's poisson: -66.5267 valid_0's quantile: 10.3549
[56] valid_0's poisson: -66.5976 valid_0's quantile: 10.3317
[57] valid_0's poisson: -66.6788 valid_0's quantile: 10.3071
[58] valid_0's poisson: -66.7595 valid_0's quantile: 10.2829
[59] valid_0's poisson: -66.8223 valid_0's quantile: 10.2634
[60] valid_0's poisson: -66.8847 valid_0's quantile: 10.2442
[61] valid_0's poisson: -66.9642 valid_0's quantile: 10.2202
[62] valid_0's poisson: -67.0432 valid_0's quantile: 10.1965
[63] valid_0's poisson: -67.1048 valid_0's quantile: 10.1775
[64] valid_0's poisson: -67.1661 valid_0's quantile: 10.1586
[65] valid_0's poisson: -67.227 valid_0's quantile: 10.14
[66] valid_0's poisson: -67.3087 valid_0's quantile: 10.1167
[67] valid_0's poisson: -67.3898 valid_0's quantile: 10.0935
[68] valid_0's poisson: -67.4704 valid_0's quantile: 10.0704
[69] valid_0's poisson: -67.5506 valid_0's quantile: 10.0475
[70] valid_0's poisson: -67.6302 valid_0's quantile: 10.0248
[71] valid_0's poisson: -67.7094 valid_0's quantile: 10.0023
[72] valid_0's poisson: -67.7881 valid_0's quantile: 9.98001
[73] valid_0's poisson: -67.8664 valid_0's quantile: 9.95778
[74] valid_0's poisson: -67.9441 valid_0's quantile: 9.93582
[75] valid_0's poisson: -68.0214 valid_0's quantile: 9.91395
[76] valid_0's poisson: -68.0983 valid_0's quantile: 9.89223
[77] valid_0's poisson: -68.1746 valid_0's quantile: 9.87063
[78] valid_0's poisson: -68.2506 valid_0's quantile: 9.84911
[79] valid_0's poisson: -68.3169 valid_0's quantile: 9.83133
[80] valid_0's poisson: -68.3924 valid_0's quantile: 9.81007
[81] valid_0's poisson: -68.4673 valid_0's quantile: 9.78899
[82] valid_0's poisson: -68.5335 valid_0's quantile: 9.7716
[83] valid_0's poisson: -68.6076 valid_0's quantile: 9.75089
[84] valid_0's poisson: -68.6813 valid_0's quantile: 9.73031
[85] valid_0's poisson: -68.7472 valid_0's quantile: 9.71321
[86] valid_0's poisson: -68.8127 valid_0's quantile: 9.6962
[87] valid_0's poisson: -68.8779 valid_0's quantile: 9.6794
[88] valid_0's poisson: -68.9509 valid_0's quantile: 9.65934
[89] valid_0's poisson: -69.0234 valid_0's quantile: 9.63938
[90] valid_0's poisson: -69.0956 valid_0's quantile: 9.61959
[91] valid_0's poisson: -69.1673 valid_0's quantile: 9.60021
[92] valid_0's poisson: -69.2386 valid_0's quantile: 9.58094
[93] valid_0's poisson: -69.3095 valid_0's quantile: 9.56184
[94] valid_0's poisson: -69.38 valid_0's quantile: 9.54296
[95] valid_0's poisson: -69.4501 valid_0's quantile: 9.52619
[96] valid_0's poisson: -69.5197 valid_0's quantile: 9.50954
[97] valid_0's poisson: -69.5899 valid_0's quantile: 9.49075
[98] valid_0's poisson: -69.6596 valid_0's quantile: 9.47209
[99] valid_0's poisson: -69.7287 valid_0's quantile: 9.45564
[100] valid_0's poisson: -69.7979 valid_0's quantile: 9.43719
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=1, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -63.4989 valid_0's quantile: 11.6537
[2] valid_0's poisson: -63.5755 valid_0's quantile: 11.6263
[3] valid_0's poisson: -63.6515 valid_0's quantile: 11.599
[4] valid_0's poisson: -63.7269 valid_0's quantile: 11.5719
[5] valid_0's poisson: -63.8016 valid_0's quantile: 11.5448
[6] valid_0's poisson: -63.8757 valid_0's quantile: 11.518
[7] valid_0's poisson: -63.9492 valid_0's quantile: 11.4914
[8] valid_0's poisson: -64.0346 valid_0's quantile: 11.4636
[9] valid_0's poisson: -64.1193 valid_0's quantile: 11.4359
[10] valid_0's poisson: -64.2034 valid_0's quantile: 11.4083
[11] valid_0's poisson: -64.2868 valid_0's quantile: 11.3809
[12] valid_0's poisson: -64.3696 valid_0's quantile: 11.3537
[13] valid_0's poisson: -64.4518 valid_0's quantile: 11.3267
[14] valid_0's poisson: -64.5334 valid_0's quantile: 11.2999
[15] valid_0's poisson: -64.6143 valid_0's quantile: 11.2733
[16] valid_0's poisson: -64.6947 valid_0's quantile: 11.2469
[17] valid_0's poisson: -64.7744 valid_0's quantile: 11.2209
[18] valid_0's poisson: -64.8703 valid_0's quantile: 11.19
[19] valid_0's poisson: -64.9491 valid_0's quantile: 11.1643
[20] valid_0's poisson: -65.0274 valid_0's quantile: 11.1387
[21] valid_0's poisson: -65.1051 valid_0's quantile: 11.1133
[22] valid_0's poisson: -65.1989 valid_0's quantile: 11.0829
[23] valid_0's poisson: -65.2697 valid_0's quantile: 11.0551
[24] valid_0's poisson: -65.3464 valid_0's quantile: 11.0303
[25] valid_0's poisson: -65.4002 valid_0's quantile: 11.008
[26] valid_0's poisson: -65.4536 valid_0's quantile: 10.986
[27] valid_0's poisson: -65.5065 valid_0's quantile: 10.9641
[28] valid_0's poisson: -65.559 valid_0's quantile: 10.9423
[29] valid_0's poisson: -65.6111 valid_0's quantile: 10.9207
[30] valid_0's poisson: -65.6796 valid_0's quantile: 10.8939
[31] valid_0's poisson: -65.7697 valid_0's quantile: 10.865
[32] valid_0's poisson: -65.8592 valid_0's quantile: 10.8367
[33] valid_0's poisson: -65.9481 valid_0's quantile: 10.8085
[34] valid_0's poisson: -66.0364 valid_0's quantile: 10.7805
[35] valid_0's poisson: -66.124 valid_0's quantile: 10.7528
[36] valid_0's poisson: -66.2111 valid_0's quantile: 10.7252
[37] valid_0's poisson: -66.2975 valid_0's quantile: 10.6981
[38] valid_0's poisson: -66.3834 valid_0's quantile: 10.6711
[39] valid_0's poisson: -66.4687 valid_0's quantile: 10.6442
[40] valid_0's poisson: -66.5397 valid_0's quantile: 10.6221
[41] valid_0's poisson: -66.6103 valid_0's quantile: 10.6001
[42] valid_0's poisson: -66.66 valid_0's quantile: 10.5805
[43] valid_0's poisson: -66.7298 valid_0's quantile: 10.5588
[44] valid_0's poisson: -66.813 valid_0's quantile: 10.5325
[45] valid_0's poisson: -66.8956 valid_0's quantile: 10.5064
[46] valid_0's poisson: -66.9645 valid_0's quantile: 10.4851
[47] valid_0's poisson: -67.0462 valid_0's quantile: 10.4591
[48] valid_0's poisson: -67.1274 valid_0's quantile: 10.4334
[49] valid_0's poisson: -67.2184 valid_0's quantile: 10.4112
[50] valid_0's poisson: -67.299 valid_0's quantile: 10.3861
[51] valid_0's poisson: -67.3889 valid_0's quantile: 10.3642
[52] valid_0's poisson: -67.4783 valid_0's quantile: 10.3424
[53] valid_0's poisson: -67.5672 valid_0's quantile: 10.3209
[54] valid_0's poisson: -67.6342 valid_0's quantile: 10.3012
[55] valid_0's poisson: -67.722 valid_0's quantile: 10.28
[56] valid_0's poisson: -67.7883 valid_0's quantile: 10.2605
[57] valid_0's poisson: -67.8542 valid_0's quantile: 10.2411
[58] valid_0's poisson: -67.9326 valid_0's quantile: 10.2171
[59] valid_0's poisson: -68.0106 valid_0's quantile: 10.1932
[60] valid_0's poisson: -68.0969 valid_0's quantile: 10.1724
[61] valid_0's poisson: -68.1741 valid_0's quantile: 10.1489
[62] valid_0's poisson: -68.2376 valid_0's quantile: 10.13
[63] valid_0's poisson: -68.3007 valid_0's quantile: 10.1113
[64] valid_0's poisson: -68.3633 valid_0's quantile: 10.0928
[65] valid_0's poisson: -68.4419 valid_0's quantile: 10.0695
[66] valid_0's poisson: -68.52 valid_0's quantile: 10.0464
[67] valid_0's poisson: -68.6031 valid_0's quantile: 10.0263
[68] valid_0's poisson: -68.6806 valid_0's quantile: 10.0035
[69] valid_0's poisson: -68.7576 valid_0's quantile: 9.98091
[70] valid_0's poisson: -68.8342 valid_0's quantile: 9.95859
[71] valid_0's poisson: -68.9103 valid_0's quantile: 9.93643
[72] valid_0's poisson: -68.9859 valid_0's quantile: 9.91435
[73] valid_0's poisson: -69.061 valid_0's quantile: 9.89245
[74] valid_0's poisson: -69.1357 valid_0's quantile: 9.87074
[75] valid_0's poisson: -69.21 valid_0's quantile: 9.84914
[76] valid_0's poisson: -69.2837 valid_0's quantile: 9.8278
[77] valid_0's poisson: -69.3571 valid_0's quantile: 9.80664
[78] valid_0's poisson: -69.43 valid_0's quantile: 9.78556
[79] valid_0's poisson: -69.5025 valid_0's quantile: 9.76456
[80] valid_0's poisson: -69.5667 valid_0's quantile: 9.74718
[81] valid_0's poisson: -69.6306 valid_0's quantile: 9.72995
[82] valid_0's poisson: -69.6941 valid_0's quantile: 9.71283
[83] valid_0's poisson: -69.7572 valid_0's quantile: 9.69581
[84] valid_0's poisson: -69.8289 valid_0's quantile: 9.67525
[85] valid_0's poisson: -69.9001 valid_0's quantile: 9.6548
[86] valid_0's poisson: -69.971 valid_0's quantile: 9.63449
[87] valid_0's poisson: -70.0414 valid_0's quantile: 9.61439
[88] valid_0's poisson: -70.1114 valid_0's quantile: 9.59437
[89] valid_0's poisson: -70.1811 valid_0's quantile: 9.57449
[90] valid_0's poisson: -70.2502 valid_0's quantile: 9.5549
[91] valid_0's poisson: -70.319 valid_0's quantile: 9.53539
[92] valid_0's poisson: -70.3874 valid_0's quantile: 9.51602
[93] valid_0's poisson: -70.4554 valid_0's quantile: 9.49712
[94] valid_0's poisson: -70.523 valid_0's quantile: 9.4783
[95] valid_0's poisson: -70.5902 valid_0's quantile: 9.45955
[96] valid_0's poisson: -70.657 valid_0's quantile: 9.44115
[97] valid_0's poisson: -70.7267 valid_0's quantile: 9.42443
[98] valid_0's poisson: -70.796 valid_0's quantile: 9.40782
[99] valid_0's poisson: -70.862 valid_0's quantile: 9.38971
[100] valid_0's poisson: -70.9311 valid_0's quantile: 9.37325
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=1, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -62.2388 valid_0's quantile: 11.6697
[2] valid_0's poisson: -62.3161 valid_0's quantile: 11.6423
[3] valid_0's poisson: -62.3929 valid_0's quantile: 11.6151
[4] valid_0's poisson: -62.469 valid_0's quantile: 11.588
[5] valid_0's poisson: -62.5445 valid_0's quantile: 11.5612
[6] valid_0's poisson: -62.6194 valid_0's quantile: 11.5345
[7] valid_0's poisson: -62.6936 valid_0's quantile: 11.5079
[8] valid_0's poisson: -62.7673 valid_0's quantile: 11.4815
[9] valid_0's poisson: -62.8404 valid_0's quantile: 11.4552
[10] valid_0's poisson: -62.9129 valid_0's quantile: 11.4292
[11] valid_0's poisson: -62.9848 valid_0's quantile: 11.4033
[12] valid_0's poisson: -63.0562 valid_0's quantile: 11.3776
[13] valid_0's poisson: -63.127 valid_0's quantile: 11.3522
[14] valid_0's poisson: -63.1972 valid_0's quantile: 11.3272
[15] valid_0's poisson: -63.2669 valid_0's quantile: 11.3023
[16] valid_0's poisson: -63.3361 valid_0's quantile: 11.2775
[17] valid_0's poisson: -63.4047 valid_0's quantile: 11.2528
[18] valid_0's poisson: -63.4728 valid_0's quantile: 11.2283
[19] valid_0's poisson: -63.5403 valid_0's quantile: 11.204
[20] valid_0's poisson: -63.5961 valid_0's quantile: 11.1811
[21] valid_0's poisson: -63.6627 valid_0's quantile: 11.1575
[22] valid_0's poisson: -63.7288 valid_0's quantile: 11.1341
[23] valid_0's poisson: -63.7943 valid_0's quantile: 11.1107
[24] valid_0's poisson: -63.8594 valid_0's quantile: 11.0875
[25] valid_0's poisson: -63.924 valid_0's quantile: 11.0644
[26] valid_0's poisson: -64.0087 valid_0's quantile: 11.0359
[27] valid_0's poisson: -64.0929 valid_0's quantile: 11.0076
[28] valid_0's poisson: -64.1764 valid_0's quantile: 10.9798
[29] valid_0's poisson: -64.2593 valid_0's quantile: 10.9521
[30] valid_0's poisson: -64.3417 valid_0's quantile: 10.9247
[31] valid_0's poisson: -64.4234 valid_0's quantile: 10.8975
[32] valid_0's poisson: -64.5046 valid_0's quantile: 10.8706
[33] valid_0's poisson: -64.5672 valid_0's quantile: 10.8492
[34] valid_0's poisson: -64.6199 valid_0's quantile: 10.8287
[35] valid_0's poisson: -64.6905 valid_0's quantile: 10.803
[36] valid_0's poisson: -64.7606 valid_0's quantile: 10.7774
[37] valid_0's poisson: -64.8301 valid_0's quantile: 10.752
[38] valid_0's poisson: -64.9086 valid_0's quantile: 10.7259
[39] valid_0's poisson: -64.9602 valid_0's quantile: 10.706
[40] valid_0's poisson: -65.0285 valid_0's quantile: 10.6813
[41] valid_0's poisson: -65.0963 valid_0's quantile: 10.6567
[42] valid_0's poisson: -65.1729 valid_0's quantile: 10.6315
[43] valid_0's poisson: -65.2491 valid_0's quantile: 10.6065
[44] valid_0's poisson: -65.3246 valid_0's quantile: 10.5818
[45] valid_0's poisson: -65.3904 valid_0's quantile: 10.5587
[46] valid_0's poisson: -65.4495 valid_0's quantile: 10.5393
[47] valid_0's poisson: -65.5081 valid_0's quantile: 10.5201
[48] valid_0's poisson: -65.5752 valid_0's quantile: 10.4997
[49] valid_0's poisson: -65.6417 valid_0's quantile: 10.4797
[50] valid_0's poisson: -65.7079 valid_0's quantile: 10.4598
[51] valid_0's poisson: -65.7736 valid_0's quantile: 10.4402
[52] valid_0's poisson: -65.8552 valid_0's quantile: 10.416
[53] valid_0's poisson: -65.9362 valid_0's quantile: 10.3921
[54] valid_0's poisson: -66.0212 valid_0's quantile: 10.3679
[55] valid_0's poisson: -66.1056 valid_0's quantile: 10.3439
[56] valid_0's poisson: -66.1895 valid_0's quantile: 10.3201
[57] valid_0's poisson: -66.2729 valid_0's quantile: 10.2964
[58] valid_0's poisson: -66.3558 valid_0's quantile: 10.273
[59] valid_0's poisson: -66.4381 valid_0's quantile: 10.2498
[60] valid_0's poisson: -66.5199 valid_0's quantile: 10.2267
[61] valid_0's poisson: -66.6013 valid_0's quantile: 10.2037
[62] valid_0's poisson: -66.6821 valid_0's quantile: 10.1809
[63] valid_0's poisson: -66.7624 valid_0's quantile: 10.1582
[64] valid_0's poisson: -66.8422 valid_0's quantile: 10.1356
[65] valid_0's poisson: -66.9215 valid_0's quantile: 10.1132
[66] valid_0's poisson: -67.0004 valid_0's quantile: 10.0909
[67] valid_0's poisson: -67.0787 valid_0's quantile: 10.0691
[68] valid_0's poisson: -67.1456 valid_0's quantile: 10.0508
[69] valid_0's poisson: -67.2121 valid_0's quantile: 10.0326
[70] valid_0's poisson: -67.2893 valid_0's quantile: 10.0111
[71] valid_0's poisson: -67.3661 valid_0's quantile: 9.98987
[72] valid_0's poisson: -67.4424 valid_0's quantile: 9.96904
[73] valid_0's poisson: -67.515 valid_0's quantile: 9.94857
[74] valid_0's poisson: -67.5873 valid_0's quantile: 9.92823
[75] valid_0's poisson: -67.6494 valid_0's quantile: 9.91083
[76] valid_0's poisson: -67.7209 valid_0's quantile: 9.89078
[77] valid_0's poisson: -67.7846 valid_0's quantile: 9.8719
[78] valid_0's poisson: -67.8479 valid_0's quantile: 9.85315
[79] valid_0's poisson: -67.8953 valid_0's quantile: 9.83747
[80] valid_0's poisson: -67.9423 valid_0's quantile: 9.82187
[81] valid_0's poisson: -67.9986 valid_0's quantile: 9.80375
[82] valid_0's poisson: -68.0608 valid_0's quantile: 9.78547
[83] valid_0's poisson: -68.1164 valid_0's quantile: 9.7675
[84] valid_0's poisson: -68.1766 valid_0's quantile: 9.75108
[85] valid_0's poisson: -68.2527 valid_0's quantile: 9.73116
[86] valid_0's poisson: -68.3284 valid_0's quantile: 9.71136
[87] valid_0's poisson: -68.4031 valid_0's quantile: 9.69182
[88] valid_0's poisson: -68.4868 valid_0's quantile: 9.67324
[89] valid_0's poisson: -68.57 valid_0's quantile: 9.65481
[90] valid_0's poisson: -68.6528 valid_0's quantile: 9.63649
[91] valid_0's poisson: -68.7265 valid_0's quantile: 9.61731
[92] valid_0's poisson: -68.8085 valid_0's quantile: 9.59925
[93] valid_0's poisson: -68.89 valid_0's quantile: 9.58125
[94] valid_0's poisson: -68.9712 valid_0's quantile: 9.56339
[95] valid_0's poisson: -69.0437 valid_0's quantile: 9.54459
[96] valid_0's poisson: -69.1159 valid_0's quantile: 9.52587
[97] valid_0's poisson: -69.1877 valid_0's quantile: 9.50727
[98] valid_0's poisson: -69.2673 valid_0's quantile: 9.48971
[99] valid_0's poisson: -69.3464 valid_0's quantile: 9.47222
[100] valid_0's poisson: -69.4252 valid_0's quantile: 9.45479
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=1, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -92.4311 valid_0's quantile: 5.09804
[2] valid_0's poisson: -98.3757 valid_0's quantile: 4.05715
[3] valid_0's poisson: -99.5408 valid_0's quantile: 3.7612
[4] valid_0's poisson: -99.8546 valid_0's quantile: 3.62102
[5] valid_0's poisson: -100.26 valid_0's quantile: 3.5795
[6] valid_0's poisson: -100.805 valid_0's quantile: 3.515
[7] valid_0's poisson: -100.757 valid_0's quantile: 3.50096
[8] valid_0's poisson: -100.946 valid_0's quantile: 3.5024
[9] valid_0's poisson: -100.991 valid_0's quantile: 3.47939
[10] valid_0's poisson: -101.062 valid_0's quantile: 3.43985
[11] valid_0's poisson: -101.296 valid_0's quantile: 3.4018
[12] valid_0's poisson: -101.381 valid_0's quantile: 3.39735
[13] valid_0's poisson: -101.338 valid_0's quantile: 3.3932
[14] valid_0's poisson: -101.375 valid_0's quantile: 3.40505
[15] valid_0's poisson: -101.42 valid_0's quantile: 3.40568
[16] valid_0's poisson: -101.435 valid_0's quantile: 3.40184
[17] valid_0's poisson: -101.468 valid_0's quantile: 3.39329
[18] valid_0's poisson: -101.648 valid_0's quantile: 3.36112
[19] valid_0's poisson: -101.67 valid_0's quantile: 3.36218
[20] valid_0's poisson: -101.688 valid_0's quantile: 3.3537
[21] valid_0's poisson: -101.749 valid_0's quantile: 3.34318
[22] valid_0's poisson: -101.813 valid_0's quantile: 3.32323
[23] valid_0's poisson: -101.716 valid_0's quantile: 3.33151
[24] valid_0's poisson: -101.832 valid_0's quantile: 3.31735
[25] valid_0's poisson: -102.009 valid_0's quantile: 3.32886
[26] valid_0's poisson: -102.104 valid_0's quantile: 3.3191
[27] valid_0's poisson: -102.095 valid_0's quantile: 3.33023
[28] valid_0's poisson: -102.071 valid_0's quantile: 3.33011
[29] valid_0's poisson: -102.085 valid_0's quantile: 3.33558
[30] valid_0's poisson: -102.079 valid_0's quantile: 3.35303
[31] valid_0's poisson: -102.085 valid_0's quantile: 3.35849
[32] valid_0's poisson: -102.17 valid_0's quantile: 3.3569
[33] valid_0's poisson: -102.149 valid_0's quantile: 3.3578
[34] valid_0's poisson: -102.126 valid_0's quantile: 3.35882
[35] valid_0's poisson: -102.046 valid_0's quantile: 3.35964
[36] valid_0's poisson: -102.072 valid_0's quantile: 3.36688
[37] valid_0's poisson: -102.07 valid_0's quantile: 3.37783
[38] valid_0's poisson: -102.053 valid_0's quantile: 3.38763
[39] valid_0's poisson: -102.142 valid_0's quantile: 3.37501
[40] valid_0's poisson: -102.277 valid_0's quantile: 3.36486
[41] valid_0's poisson: -102.295 valid_0's quantile: 3.37624
[42] valid_0's poisson: -102.296 valid_0's quantile: 3.37715
[43] valid_0's poisson: -102.297 valid_0's quantile: 3.37677
[44] valid_0's poisson: -102.303 valid_0's quantile: 3.3884
[45] valid_0's poisson: -102.304 valid_0's quantile: 3.38694
[46] valid_0's poisson: -102.191 valid_0's quantile: 3.38263
[47] valid_0's poisson: -102.169 valid_0's quantile: 3.38389
[48] valid_0's poisson: -102.221 valid_0's quantile: 3.38713
[49] valid_0's poisson: -102.367 valid_0's quantile: 3.38789
[50] valid_0's poisson: -102.246 valid_0's quantile: 3.38183
[51] valid_0's poisson: -102.734 valid_0's quantile: 3.32303
[52] valid_0's poisson: -102.814 valid_0's quantile: 3.31496
[53] valid_0's poisson: -102.875 valid_0's quantile: 3.31158
[54] valid_0's poisson: -102.766 valid_0's quantile: 3.31251
[55] valid_0's poisson: -102.801 valid_0's quantile: 3.31731
[56] valid_0's poisson: -102.78 valid_0's quantile: 3.31559
[57] valid_0's poisson: -102.765 valid_0's quantile: 3.33033
[58] valid_0's poisson: -102.772 valid_0's quantile: 3.33144
[59] valid_0's poisson: -102.774 valid_0's quantile: 3.32656
[60] valid_0's poisson: -102.781 valid_0's quantile: 3.33153
[61] valid_0's poisson: -102.801 valid_0's quantile: 3.33261
[62] valid_0's poisson: -102.667 valid_0's quantile: 3.3377
[63] valid_0's poisson: -102.672 valid_0's quantile: 3.33699
[64] valid_0's poisson: -102.732 valid_0's quantile: 3.33799
[65] valid_0's poisson: -102.598 valid_0's quantile: 3.33739
[66] valid_0's poisson: -102.597 valid_0's quantile: 3.34049
[67] valid_0's poisson: -102.59 valid_0's quantile: 3.33901
[68] valid_0's poisson: -102.499 valid_0's quantile: 3.33952
[69] valid_0's poisson: -102.59 valid_0's quantile: 3.34595
[70] valid_0's poisson: -102.588 valid_0's quantile: 3.3481
[71] valid_0's poisson: -102.633 valid_0's quantile: 3.34846
[72] valid_0's poisson: -102.529 valid_0's quantile: 3.3464
[73] valid_0's poisson: -102.561 valid_0's quantile: 3.34981
[74] valid_0's poisson: -102.678 valid_0's quantile: 3.34881
[75] valid_0's poisson: -102.73 valid_0's quantile: 3.35142
[76] valid_0's poisson: -102.752 valid_0's quantile: 3.35457
[77] valid_0's poisson: -102.779 valid_0's quantile: 3.35723
[78] valid_0's poisson: -102.677 valid_0's quantile: 3.34724
[79] valid_0's poisson: -102.665 valid_0's quantile: 3.34829
[80] valid_0's poisson: -102.823 valid_0's quantile: 3.35431
[81] valid_0's poisson: -102.812 valid_0's quantile: 3.35242
[82] valid_0's poisson: -102.802 valid_0's quantile: 3.35476
[83] valid_0's poisson: -102.797 valid_0's quantile: 3.35394
[84] valid_0's poisson: -102.773 valid_0's quantile: 3.35689
[85] valid_0's poisson: -102.799 valid_0's quantile: 3.35425
[86] valid_0's poisson: -102.792 valid_0's quantile: 3.34316
[87] valid_0's poisson: -102.67 valid_0's quantile: 3.34399
[88] valid_0's poisson: -102.927 valid_0's quantile: 3.34161
[89] valid_0's poisson: -102.927 valid_0's quantile: 3.34276
[90] valid_0's poisson: -102.95 valid_0's quantile: 3.34108
[91] valid_0's poisson: -102.944 valid_0's quantile: 3.34073
[92] valid_0's poisson: -102.943 valid_0's quantile: 3.34305
[93] valid_0's poisson: -102.961 valid_0's quantile: 3.34178
[94] valid_0's poisson: -102.96 valid_0's quantile: 3.34115
[95] valid_0's poisson: -102.962 valid_0's quantile: 3.34372
[96] valid_0's poisson: -102.972 valid_0's quantile: 3.34429
[97] valid_0's poisson: -103.013 valid_0's quantile: 3.33484
[98] valid_0's poisson: -102.976 valid_0's quantile: 3.32894
[99] valid_0's poisson: -102.99 valid_0's quantile: 3.3289
[100] valid_0's poisson: -102.992 valid_0's quantile: 3.32763
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -93.4528 valid_0's quantile: 5.00096
[2] valid_0's poisson: -98.9982 valid_0's quantile: 3.9539
[3] valid_0's poisson: -99.6206 valid_0's quantile: 3.75325
[4] valid_0's poisson: -99.8173 valid_0's quantile: 3.57027
[5] valid_0's poisson: -99.9283 valid_0's quantile: 3.56426
[6] valid_0's poisson: -100.084 valid_0's quantile: 3.55382
[7] valid_0's poisson: -100.69 valid_0's quantile: 3.48485
[8] valid_0's poisson: -100.806 valid_0's quantile: 3.46179
[9] valid_0's poisson: -101.066 valid_0's quantile: 3.43283
[10] valid_0's poisson: -101.27 valid_0's quantile: 3.40826
[11] valid_0's poisson: -101.354 valid_0's quantile: 3.41247
[12] valid_0's poisson: -101.477 valid_0's quantile: 3.41824
[13] valid_0's poisson: -101.606 valid_0's quantile: 3.41041
[14] valid_0's poisson: -101.513 valid_0's quantile: 3.42171
[15] valid_0's poisson: -101.61 valid_0's quantile: 3.43491
[16] valid_0's poisson: -101.681 valid_0's quantile: 3.42962
[17] valid_0's poisson: -101.666 valid_0's quantile: 3.41705
[18] valid_0's poisson: -101.763 valid_0's quantile: 3.36626
[19] valid_0's poisson: -101.679 valid_0's quantile: 3.36746
[20] valid_0's poisson: -101.963 valid_0's quantile: 3.39389
[21] valid_0's poisson: -101.909 valid_0's quantile: 3.37101
[22] valid_0's poisson: -102.063 valid_0's quantile: 3.36284
[23] valid_0's poisson: -102.023 valid_0's quantile: 3.35956
[24] valid_0's poisson: -102.159 valid_0's quantile: 3.35091
[25] valid_0's poisson: -102.145 valid_0's quantile: 3.34742
[26] valid_0's poisson: -102.205 valid_0's quantile: 3.3471
[27] valid_0's poisson: -102.198 valid_0's quantile: 3.34584
[28] valid_0's poisson: -102.156 valid_0's quantile: 3.34622
[29] valid_0's poisson: -101.931 valid_0's quantile: 3.34673
[30] valid_0's poisson: -101.934 valid_0's quantile: 3.33938
[31] valid_0's poisson: -102.009 valid_0's quantile: 3.32528
[32] valid_0's poisson: -102.009 valid_0's quantile: 3.296
[33] valid_0's poisson: -101.886 valid_0's quantile: 3.29411
[34] valid_0's poisson: -101.926 valid_0's quantile: 3.29438
[35] valid_0's poisson: -102.077 valid_0's quantile: 3.27991
[36] valid_0's poisson: -102.03 valid_0's quantile: 3.2771
[37] valid_0's poisson: -102.121 valid_0's quantile: 3.2646
[38] valid_0's poisson: -102.091 valid_0's quantile: 3.2664
[39] valid_0's poisson: -102.051 valid_0's quantile: 3.27068
[40] valid_0's poisson: -102.048 valid_0's quantile: 3.27337
[41] valid_0's poisson: -101.998 valid_0's quantile: 3.28907
[42] valid_0's poisson: -102.006 valid_0's quantile: 3.28713
[43] valid_0's poisson: -102.119 valid_0's quantile: 3.28062
[44] valid_0's poisson: -102.069 valid_0's quantile: 3.28002
[45] valid_0's poisson: -102.211 valid_0's quantile: 3.27146
[46] valid_0's poisson: -102.315 valid_0's quantile: 3.26703
[47] valid_0's poisson: -102.187 valid_0's quantile: 3.26282
[48] valid_0's poisson: -102.114 valid_0's quantile: 3.26807
[49] valid_0's poisson: -102.26 valid_0's quantile: 3.26626
[50] valid_0's poisson: -102.303 valid_0's quantile: 3.26441
[51] valid_0's poisson: -102.319 valid_0's quantile: 3.26635
[52] valid_0's poisson: -102.318 valid_0's quantile: 3.26758
[53] valid_0's poisson: -102.188 valid_0's quantile: 3.27145
[54] valid_0's poisson: -102.311 valid_0's quantile: 3.2703
[55] valid_0's poisson: -102.143 valid_0's quantile: 3.25491
[56] valid_0's poisson: -102.196 valid_0's quantile: 3.24506
[57] valid_0's poisson: -102.204 valid_0's quantile: 3.2507
[58] valid_0's poisson: -102.198 valid_0's quantile: 3.2452
[59] valid_0's poisson: -102.202 valid_0's quantile: 3.24781
[60] valid_0's poisson: -102.207 valid_0's quantile: 3.24736
[61] valid_0's poisson: -102.215 valid_0's quantile: 3.25992
[62] valid_0's poisson: -102.216 valid_0's quantile: 3.25964
[63] valid_0's poisson: -102.275 valid_0's quantile: 3.25616
[64] valid_0's poisson: -102.276 valid_0's quantile: 3.256
[65] valid_0's poisson: -102.246 valid_0's quantile: 3.25877
[66] valid_0's poisson: -102.299 valid_0's quantile: 3.25835
[67] valid_0's poisson: -102.338 valid_0's quantile: 3.26061
[68] valid_0's poisson: -102.375 valid_0's quantile: 3.26201
[69] valid_0's poisson: -102.375 valid_0's quantile: 3.2636
[70] valid_0's poisson: -102.367 valid_0's quantile: 3.26235
[71] valid_0's poisson: -102.376 valid_0's quantile: 3.26892
[72] valid_0's poisson: -102.376 valid_0's quantile: 3.27109
[73] valid_0's poisson: -102.307 valid_0's quantile: 3.28458
[74] valid_0's poisson: -102.334 valid_0's quantile: 3.28047
[75] valid_0's poisson: -102.351 valid_0's quantile: 3.28045
[76] valid_0's poisson: -102.305 valid_0's quantile: 3.28077
[77] valid_0's poisson: -102.26 valid_0's quantile: 3.2834
[78] valid_0's poisson: -102.292 valid_0's quantile: 3.28285
[79] valid_0's poisson: -102.293 valid_0's quantile: 3.28244
[80] valid_0's poisson: -102.339 valid_0's quantile: 3.28441
[81] valid_0's poisson: -102.3 valid_0's quantile: 3.29233
[82] valid_0's poisson: -102.282 valid_0's quantile: 3.29192
[83] valid_0's poisson: -102.286 valid_0's quantile: 3.29077
[84] valid_0's poisson: -102.319 valid_0's quantile: 3.29015
[85] valid_0's poisson: -102.316 valid_0's quantile: 3.2925
[86] valid_0's poisson: -102.336 valid_0's quantile: 3.29432
[87] valid_0's poisson: -102.359 valid_0's quantile: 3.29494
[88] valid_0's poisson: -102.302 valid_0's quantile: 3.28659
[89] valid_0's poisson: -102.213 valid_0's quantile: 3.28762
[90] valid_0's poisson: -102.211 valid_0's quantile: 3.28912
[91] valid_0's poisson: -102.209 valid_0's quantile: 3.29044
[92] valid_0's poisson: -102.236 valid_0's quantile: 3.289
[93] valid_0's poisson: -102.239 valid_0's quantile: 3.28856
[94] valid_0's poisson: -102.239 valid_0's quantile: 3.29504
[95] valid_0's poisson: -102.218 valid_0's quantile: 3.2913
[96] valid_0's poisson: -102.197 valid_0's quantile: 3.2912
[97] valid_0's poisson: -102.139 valid_0's quantile: 3.29084
[98] valid_0's poisson: -102.123 valid_0's quantile: 3.29268
[99] valid_0's poisson: -102.091 valid_0's quantile: 3.29341
[100] valid_0's poisson: -102.174 valid_0's quantile: 3.28738
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -92.9555 valid_0's quantile: 5.06965
[2] valid_0's poisson: -98.7502 valid_0's quantile: 3.99023
[3] valid_0's poisson: -100.298 valid_0's quantile: 3.63067
[4] valid_0's poisson: -100.365 valid_0's quantile: 3.57473
[5] valid_0's poisson: -100.741 valid_0's quantile: 3.50844
[6] valid_0's poisson: -101.206 valid_0's quantile: 3.47164
[7] valid_0's poisson: -101.345 valid_0's quantile: 3.43544
[8] valid_0's poisson: -101.34 valid_0's quantile: 3.42219
[9] valid_0's poisson: -101.249 valid_0's quantile: 3.42982
[10] valid_0's poisson: -101.572 valid_0's quantile: 3.40314
[11] valid_0's poisson: -101.589 valid_0's quantile: 3.38231
[12] valid_0's poisson: -102.177 valid_0's quantile: 3.32317
[13] valid_0's poisson: -102.242 valid_0's quantile: 3.32825
[14] valid_0's poisson: -102.411 valid_0's quantile: 3.31228
[15] valid_0's poisson: -102.372 valid_0's quantile: 3.31944
[16] valid_0's poisson: -102.416 valid_0's quantile: 3.31625
[17] valid_0's poisson: -102.444 valid_0's quantile: 3.32245
[18] valid_0's poisson: -102.471 valid_0's quantile: 3.32264
[19] valid_0's poisson: -102.54 valid_0's quantile: 3.31233
[20] valid_0's poisson: -102.483 valid_0's quantile: 3.31471
[21] valid_0's poisson: -102.458 valid_0's quantile: 3.31428
[22] valid_0's poisson: -102.452 valid_0's quantile: 3.31883
[23] valid_0's poisson: -102.563 valid_0's quantile: 3.31438
[24] valid_0's poisson: -102.6 valid_0's quantile: 3.29403
[25] valid_0's poisson: -102.585 valid_0's quantile: 3.28329
[26] valid_0's poisson: -102.515 valid_0's quantile: 3.28707
[27] valid_0's poisson: -102.53 valid_0's quantile: 3.28788
[28] valid_0's poisson: -102.583 valid_0's quantile: 3.28224
[29] valid_0's poisson: -102.581 valid_0's quantile: 3.27442
[30] valid_0's poisson: -102.574 valid_0's quantile: 3.2752
[31] valid_0's poisson: -102.508 valid_0's quantile: 3.27568
[32] valid_0's poisson: -102.575 valid_0's quantile: 3.2727
[33] valid_0's poisson: -102.629 valid_0's quantile: 3.23121
[34] valid_0's poisson: -102.651 valid_0's quantile: 3.22977
[35] valid_0's poisson: -102.649 valid_0's quantile: 3.22482
[36] valid_0's poisson: -102.554 valid_0's quantile: 3.22085
[37] valid_0's poisson: -102.563 valid_0's quantile: 3.22352
[38] valid_0's poisson: -102.805 valid_0's quantile: 3.21282
[39] valid_0's poisson: -102.835 valid_0's quantile: 3.20036
[40] valid_0's poisson: -102.909 valid_0's quantile: 3.1922
[41] valid_0's poisson: -102.877 valid_0's quantile: 3.19403
[42] valid_0's poisson: -102.907 valid_0's quantile: 3.19935
[43] valid_0's poisson: -102.937 valid_0's quantile: 3.19475
[44] valid_0's poisson: -102.924 valid_0's quantile: 3.19116
[45] valid_0's poisson: -102.971 valid_0's quantile: 3.18752
[46] valid_0's poisson: -102.951 valid_0's quantile: 3.18285
[47] valid_0's poisson: -103.009 valid_0's quantile: 3.17509
[48] valid_0's poisson: -102.981 valid_0's quantile: 3.17094
[49] valid_0's poisson: -102.973 valid_0's quantile: 3.17954
[50] valid_0's poisson: -103.052 valid_0's quantile: 3.17628
[51] valid_0's poisson: -103.016 valid_0's quantile: 3.17017
[52] valid_0's poisson: -103.078 valid_0's quantile: 3.17131
[53] valid_0's poisson: -103.077 valid_0's quantile: 3.16753
[54] valid_0's poisson: -103.088 valid_0's quantile: 3.16418
[55] valid_0's poisson: -103.05 valid_0's quantile: 3.1664
[56] valid_0's poisson: -103.01 valid_0's quantile: 3.16053
[57] valid_0's poisson: -103.018 valid_0's quantile: 3.16187
[58] valid_0's poisson: -103.113 valid_0's quantile: 3.16225
[59] valid_0's poisson: -103.138 valid_0's quantile: 3.1558
[60] valid_0's poisson: -103.032 valid_0's quantile: 3.16315
[61] valid_0's poisson: -103.006 valid_0's quantile: 3.1655
[62] valid_0's poisson: -103.077 valid_0's quantile: 3.15804
[63] valid_0's poisson: -103.149 valid_0's quantile: 3.13876
[64] valid_0's poisson: -103.253 valid_0's quantile: 3.13337
[65] valid_0's poisson: -103.249 valid_0's quantile: 3.13088
[66] valid_0's poisson: -103.202 valid_0's quantile: 3.12856
[67] valid_0's poisson: -103.248 valid_0's quantile: 3.12473
[68] valid_0's poisson: -103.303 valid_0's quantile: 3.12697
[69] valid_0's poisson: -103.691 valid_0's quantile: 3.0844
[70] valid_0's poisson: -103.61 valid_0's quantile: 3.08563
[71] valid_0's poisson: -103.607 valid_0's quantile: 3.08371
[72] valid_0's poisson: -103.63 valid_0's quantile: 3.08466
[73] valid_0's poisson: -103.56 valid_0's quantile: 3.0918
[74] valid_0's poisson: -103.568 valid_0's quantile: 3.09584
[75] valid_0's poisson: -103.574 valid_0's quantile: 3.09691
[76] valid_0's poisson: -103.532 valid_0's quantile: 3.10109
[77] valid_0's poisson: -103.536 valid_0's quantile: 3.10197
[78] valid_0's poisson: -103.558 valid_0's quantile: 3.09845
[79] valid_0's poisson: -103.593 valid_0's quantile: 3.09449
[80] valid_0's poisson: -103.61 valid_0's quantile: 3.0953
[81] valid_0's poisson: -103.632 valid_0's quantile: 3.09695
[82] valid_0's poisson: -103.58 valid_0's quantile: 3.09104
[83] valid_0's poisson: -103.613 valid_0's quantile: 3.09407
[84] valid_0's poisson: -103.62 valid_0's quantile: 3.08872
[85] valid_0's poisson: -103.63 valid_0's quantile: 3.09888
[86] valid_0's poisson: -103.653 valid_0's quantile: 3.09794
[87] valid_0's poisson: -103.694 valid_0's quantile: 3.09667
[88] valid_0's poisson: -103.698 valid_0's quantile: 3.09725
[89] valid_0's poisson: -103.684 valid_0's quantile: 3.09796
[90] valid_0's poisson: -103.693 valid_0's quantile: 3.10114
[91] valid_0's poisson: -103.545 valid_0's quantile: 3.1014
[92] valid_0's poisson: -103.562 valid_0's quantile: 3.10077
[93] valid_0's poisson: -103.6 valid_0's quantile: 3.09897
[94] valid_0's poisson: -103.598 valid_0's quantile: 3.10201
[95] valid_0's poisson: -103.605 valid_0's quantile: 3.10492
[96] valid_0's poisson: -103.58 valid_0's quantile: 3.10334
[97] valid_0's poisson: -103.594 valid_0's quantile: 3.10592
[98] valid_0's poisson: -103.581 valid_0's quantile: 3.11363
[99] valid_0's poisson: -103.577 valid_0's quantile: 3.11503
[100] valid_0's poisson: -103.553 valid_0's quantile: 3.11508
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -93.5106 valid_0's quantile: 5.00271
[2] valid_0's poisson: -99.5966 valid_0's quantile: 3.90486
[3] valid_0's poisson: -100.163 valid_0's quantile: 3.72133
[4] valid_0's poisson: -100.657 valid_0's quantile: 3.61091
[5] valid_0's poisson: -100.599 valid_0's quantile: 3.48914
[6] valid_0's poisson: -101.048 valid_0's quantile: 3.45217
[7] valid_0's poisson: -101.339 valid_0's quantile: 3.41893
[8] valid_0's poisson: -101.439 valid_0's quantile: 3.40674
[9] valid_0's poisson: -101.536 valid_0's quantile: 3.39918
[10] valid_0's poisson: -101.97 valid_0's quantile: 3.35109
[11] valid_0's poisson: -102.132 valid_0's quantile: 3.33427
[12] valid_0's poisson: -102.256 valid_0's quantile: 3.34782
[13] valid_0's poisson: -102.348 valid_0's quantile: 3.35248
[14] valid_0's poisson: -102.349 valid_0's quantile: 3.33423
[15] valid_0's poisson: -102.47 valid_0's quantile: 3.31633
[16] valid_0's poisson: -102.518 valid_0's quantile: 3.32027
[17] valid_0's poisson: -102.504 valid_0's quantile: 3.32098
[18] valid_0's poisson: -102.45 valid_0's quantile: 3.32475
[19] valid_0's poisson: -102.448 valid_0's quantile: 3.3285
[20] valid_0's poisson: -102.447 valid_0's quantile: 3.30913
[21] valid_0's poisson: -102.464 valid_0's quantile: 3.31447
[22] valid_0's poisson: -102.499 valid_0's quantile: 3.3006
[23] valid_0's poisson: -102.416 valid_0's quantile: 3.31853
[24] valid_0's poisson: -102.466 valid_0's quantile: 3.33157
[25] valid_0's poisson: -102.532 valid_0's quantile: 3.33285
[26] valid_0's poisson: -102.608 valid_0's quantile: 3.32678
[27] valid_0's poisson: -102.514 valid_0's quantile: 3.32233
[28] valid_0's poisson: -102.399 valid_0's quantile: 3.31815
[29] valid_0's poisson: -102.289 valid_0's quantile: 3.32904
[30] valid_0's poisson: -102.282 valid_0's quantile: 3.32746
[31] valid_0's poisson: -102.412 valid_0's quantile: 3.33506
[32] valid_0's poisson: -102.388 valid_0's quantile: 3.33635
[33] valid_0's poisson: -102.438 valid_0's quantile: 3.33209
[34] valid_0's poisson: -102.461 valid_0's quantile: 3.32804
[35] valid_0's poisson: -102.476 valid_0's quantile: 3.33117
[36] valid_0's poisson: -102.512 valid_0's quantile: 3.32456
[37] valid_0's poisson: -102.483 valid_0's quantile: 3.32479
[38] valid_0's poisson: -102.51 valid_0's quantile: 3.32952
[39] valid_0's poisson: -102.53 valid_0's quantile: 3.32584
[40] valid_0's poisson: -102.491 valid_0's quantile: 3.32374
[41] valid_0's poisson: -102.393 valid_0's quantile: 3.32141
[42] valid_0's poisson: -102.355 valid_0's quantile: 3.33086
[43] valid_0's poisson: -102.265 valid_0's quantile: 3.3572
[44] valid_0's poisson: -102.18 valid_0's quantile: 3.35402
[45] valid_0's poisson: -102.205 valid_0's quantile: 3.35537
[46] valid_0's poisson: -102.287 valid_0's quantile: 3.35483
[47] valid_0's poisson: -102.186 valid_0's quantile: 3.35573
[48] valid_0's poisson: -102.167 valid_0's quantile: 3.35772
[49] valid_0's poisson: -102.235 valid_0's quantile: 3.36087
[50] valid_0's poisson: -102.365 valid_0's quantile: 3.35636
[51] valid_0's poisson: -102.41 valid_0's quantile: 3.34223
[52] valid_0's poisson: -102.405 valid_0's quantile: 3.34323
[53] valid_0's poisson: -102.384 valid_0's quantile: 3.33931
[54] valid_0's poisson: -102.436 valid_0's quantile: 3.34741
[55] valid_0's poisson: -102.432 valid_0's quantile: 3.34619
[56] valid_0's poisson: -102.464 valid_0's quantile: 3.35279
[57] valid_0's poisson: -102.433 valid_0's quantile: 3.34967
[58] valid_0's poisson: -102.335 valid_0's quantile: 3.35218
[59] valid_0's poisson: -102.256 valid_0's quantile: 3.34713
[60] valid_0's poisson: -102.275 valid_0's quantile: 3.34913
[61] valid_0's poisson: -102.211 valid_0's quantile: 3.35255
[62] valid_0's poisson: -102.261 valid_0's quantile: 3.33587
[63] valid_0's poisson: -102.55 valid_0's quantile: 3.33492
[64] valid_0's poisson: -102.499 valid_0's quantile: 3.34145
[65] valid_0's poisson: -102.418 valid_0's quantile: 3.34283
[66] valid_0's poisson: -102.446 valid_0's quantile: 3.34205
[67] valid_0's poisson: -102.349 valid_0's quantile: 3.34654
[68] valid_0's poisson: -102.475 valid_0's quantile: 3.3167
[69] valid_0's poisson: -102.467 valid_0's quantile: 3.31718
[70] valid_0's poisson: -102.453 valid_0's quantile: 3.31637
[71] valid_0's poisson: -102.599 valid_0's quantile: 3.30236
[72] valid_0's poisson: -102.692 valid_0's quantile: 3.29827
[73] valid_0's poisson: -102.658 valid_0's quantile: 3.29959
[74] valid_0's poisson: -102.77 valid_0's quantile: 3.29081
[75] valid_0's poisson: -102.758 valid_0's quantile: 3.29071
[76] valid_0's poisson: -102.709 valid_0's quantile: 3.29161
[77] valid_0's poisson: -102.78 valid_0's quantile: 3.29775
[78] valid_0's poisson: -102.829 valid_0's quantile: 3.29909
[79] valid_0's poisson: -102.846 valid_0's quantile: 3.29876
[80] valid_0's poisson: -102.83 valid_0's quantile: 3.30078
[81] valid_0's poisson: -102.664 valid_0's quantile: 3.29505
[82] valid_0's poisson: -102.608 valid_0's quantile: 3.29558
[83] valid_0's poisson: -102.732 valid_0's quantile: 3.29344
[84] valid_0's poisson: -102.725 valid_0's quantile: 3.29645
[85] valid_0's poisson: -102.771 valid_0's quantile: 3.30453
[86] valid_0's poisson: -102.726 valid_0's quantile: 3.30609
[87] valid_0's poisson: -102.734 valid_0's quantile: 3.30764
[88] valid_0's poisson: -102.751 valid_0's quantile: 3.30493
[89] valid_0's poisson: -102.755 valid_0's quantile: 3.30531
[90] valid_0's poisson: -102.735 valid_0's quantile: 3.30584
[91] valid_0's poisson: -102.738 valid_0's quantile: 3.30516
[92] valid_0's poisson: -102.78 valid_0's quantile: 3.3045
[93] valid_0's poisson: -102.803 valid_0's quantile: 3.31139
[94] valid_0's poisson: -102.785 valid_0's quantile: 3.32018
[95] valid_0's poisson: -102.794 valid_0's quantile: 3.32089
[96] valid_0's poisson: -102.718 valid_0's quantile: 3.32294
[97] valid_0's poisson: -102.72 valid_0's quantile: 3.32624
[98] valid_0's poisson: -102.639 valid_0's quantile: 3.32604
[99] valid_0's poisson: -102.699 valid_0's quantile: 3.32583
[100] valid_0's poisson: -102.7 valid_0's quantile: 3.32563
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -92.6721 valid_0's quantile: 5.14573
[2] valid_0's poisson: -98.9251 valid_0's quantile: 3.90695
[3] valid_0's poisson: -100.104 valid_0's quantile: 3.64387
[4] valid_0's poisson: -100.613 valid_0's quantile: 3.5442
[5] valid_0's poisson: -100.561 valid_0's quantile: 3.50542
[6] valid_0's poisson: -101.269 valid_0's quantile: 3.43408
[7] valid_0's poisson: -101.178 valid_0's quantile: 3.42474
[8] valid_0's poisson: -101.171 valid_0's quantile: 3.41477
[9] valid_0's poisson: -101.23 valid_0's quantile: 3.41427
[10] valid_0's poisson: -101.35 valid_0's quantile: 3.4038
[11] valid_0's poisson: -101.47 valid_0's quantile: 3.40604
[12] valid_0's poisson: -101.452 valid_0's quantile: 3.39654
[13] valid_0's poisson: -101.63 valid_0's quantile: 3.35729
[14] valid_0's poisson: -101.746 valid_0's quantile: 3.34575
[15] valid_0's poisson: -101.776 valid_0's quantile: 3.31685
[16] valid_0's poisson: -101.849 valid_0's quantile: 3.31515
[17] valid_0's poisson: -101.87 valid_0's quantile: 3.31818
[18] valid_0's poisson: -101.786 valid_0's quantile: 3.28885
[19] valid_0's poisson: -101.97 valid_0's quantile: 3.27328
[20] valid_0's poisson: -101.954 valid_0's quantile: 3.25941
[21] valid_0's poisson: -102.192 valid_0's quantile: 3.24005
[22] valid_0's poisson: -102.221 valid_0's quantile: 3.23955
[23] valid_0's poisson: -102.215 valid_0's quantile: 3.23858
[24] valid_0's poisson: -102.254 valid_0's quantile: 3.22432
[25] valid_0's poisson: -102.242 valid_0's quantile: 3.23273
[26] valid_0's poisson: -102.227 valid_0's quantile: 3.24452
[27] valid_0's poisson: -102.175 valid_0's quantile: 3.26839
[28] valid_0's poisson: -102.21 valid_0's quantile: 3.25666
[29] valid_0's poisson: -102.233 valid_0's quantile: 3.25549
[30] valid_0's poisson: -102.222 valid_0's quantile: 3.24651
[31] valid_0's poisson: -102.223 valid_0's quantile: 3.24394
[32] valid_0's poisson: -102.436 valid_0's quantile: 3.20715
[33] valid_0's poisson: -102.527 valid_0's quantile: 3.19926
[34] valid_0's poisson: -102.462 valid_0's quantile: 3.18176
[35] valid_0's poisson: -102.468 valid_0's quantile: 3.18004
[36] valid_0's poisson: -102.614 valid_0's quantile: 3.16716
[37] valid_0's poisson: -102.601 valid_0's quantile: 3.16731
[38] valid_0's poisson: -102.562 valid_0's quantile: 3.15915
[39] valid_0's poisson: -102.576 valid_0's quantile: 3.15727
[40] valid_0's poisson: -102.565 valid_0's quantile: 3.15945
[41] valid_0's poisson: -102.492 valid_0's quantile: 3.16399
[42] valid_0's poisson: -102.507 valid_0's quantile: 3.1644
[43] valid_0's poisson: -102.645 valid_0's quantile: 3.16615
[44] valid_0's poisson: -102.62 valid_0's quantile: 3.17528
[45] valid_0's poisson: -102.648 valid_0's quantile: 3.16885
[46] valid_0's poisson: -102.687 valid_0's quantile: 3.17861
[47] valid_0's poisson: -102.7 valid_0's quantile: 3.17721
[48] valid_0's poisson: -102.674 valid_0's quantile: 3.17576
[49] valid_0's poisson: -102.594 valid_0's quantile: 3.18039
[50] valid_0's poisson: -102.544 valid_0's quantile: 3.18361
[51] valid_0's poisson: -102.53 valid_0's quantile: 3.18244
[52] valid_0's poisson: -102.484 valid_0's quantile: 3.18299
[53] valid_0's poisson: -102.497 valid_0's quantile: 3.17934
[54] valid_0's poisson: -102.496 valid_0's quantile: 3.18137
[55] valid_0's poisson: -102.487 valid_0's quantile: 3.1799
[56] valid_0's poisson: -102.566 valid_0's quantile: 3.17108
[57] valid_0's poisson: -102.609 valid_0's quantile: 3.16956
[58] valid_0's poisson: -102.558 valid_0's quantile: 3.17365
[59] valid_0's poisson: -102.467 valid_0's quantile: 3.17163
[60] valid_0's poisson: -102.501 valid_0's quantile: 3.17482
[61] valid_0's poisson: -102.533 valid_0's quantile: 3.17683
[62] valid_0's poisson: -102.477 valid_0's quantile: 3.17939
[63] valid_0's poisson: -102.313 valid_0's quantile: 3.17785
[64] valid_0's poisson: -102.427 valid_0's quantile: 3.18725
[65] valid_0's poisson: -102.433 valid_0's quantile: 3.19919
[66] valid_0's poisson: -102.521 valid_0's quantile: 3.20294
[67] valid_0's poisson: -102.526 valid_0's quantile: 3.20652
[68] valid_0's poisson: -102.523 valid_0's quantile: 3.20381
[69] valid_0's poisson: -102.682 valid_0's quantile: 3.19284
[70] valid_0's poisson: -102.654 valid_0's quantile: 3.19359
[71] valid_0's poisson: -102.671 valid_0's quantile: 3.19454
[72] valid_0's poisson: -102.756 valid_0's quantile: 3.19438
[73] valid_0's poisson: -102.685 valid_0's quantile: 3.1896
[74] valid_0's poisson: -102.717 valid_0's quantile: 3.19058
[75] valid_0's poisson: -102.712 valid_0's quantile: 3.19192
[76] valid_0's poisson: -102.753 valid_0's quantile: 3.19377
[77] valid_0's poisson: -102.753 valid_0's quantile: 3.18537
[78] valid_0's poisson: -102.748 valid_0's quantile: 3.18556
[79] valid_0's poisson: -102.729 valid_0's quantile: 3.18817
[80] valid_0's poisson: -102.698 valid_0's quantile: 3.1892
[81] valid_0's poisson: -102.696 valid_0's quantile: 3.18642
[82] valid_0's poisson: -102.664 valid_0's quantile: 3.1894
[83] valid_0's poisson: -102.666 valid_0's quantile: 3.18991
[84] valid_0's poisson: -102.752 valid_0's quantile: 3.19283
[85] valid_0's poisson: -102.711 valid_0's quantile: 3.19085
[86] valid_0's poisson: -102.732 valid_0's quantile: 3.19283
[87] valid_0's poisson: -102.733 valid_0's quantile: 3.17322
[88] valid_0's poisson: -102.743 valid_0's quantile: 3.17479
[89] valid_0's poisson: -102.714 valid_0's quantile: 3.17319
[90] valid_0's poisson: -102.718 valid_0's quantile: 3.16478
[91] valid_0's poisson: -102.787 valid_0's quantile: 3.16605
[92] valid_0's poisson: -102.785 valid_0's quantile: 3.16738
[93] valid_0's poisson: -102.781 valid_0's quantile: 3.16788
[94] valid_0's poisson: -102.779 valid_0's quantile: 3.16589
[95] valid_0's poisson: -102.765 valid_0's quantile: 3.16859
[96] valid_0's poisson: -102.788 valid_0's quantile: 3.16955
[97] valid_0's poisson: -102.756 valid_0's quantile: 3.17163
[98] valid_0's poisson: -102.75 valid_0's quantile: 3.16988
[99] valid_0's poisson: -102.86 valid_0's quantile: 3.16679
[100] valid_0's poisson: -102.876 valid_0's quantile: 3.16626
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=1.0, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -64.4392 valid_0's quantile: 11.0413
[2] valid_0's poisson: -66.487 valid_0's quantile: 10.4459
[3] valid_0's poisson: -68.4169 valid_0's quantile: 9.91578
[4] valid_0's poisson: -70.2209 valid_0's quantile: 9.44264
[5] valid_0's poisson: -72.0258 valid_0's quantile: 8.97818
[6] valid_0's poisson: -73.6715 valid_0's quantile: 8.55411
[7] valid_0's poisson: -75.2524 valid_0's quantile: 8.17039
[8] valid_0's poisson: -76.7501 valid_0's quantile: 7.80631
[9] valid_0's poisson: -78.0724 valid_0's quantile: 7.48872
[10] valid_0's poisson: -79.4447 valid_0's quantile: 7.17249
[11] valid_0's poisson: -80.6951 valid_0's quantile: 6.89225
[12] valid_0's poisson: -81.8689 valid_0's quantile: 6.6369
[13] valid_0's poisson: -82.9689 valid_0's quantile: 6.41591
[14] valid_0's poisson: -83.9303 valid_0's quantile: 6.21755
[15] valid_0's poisson: -84.8335 valid_0's quantile: 6.0371
[16] valid_0's poisson: -85.7424 valid_0's quantile: 5.85924
[17] valid_0's poisson: -86.6335 valid_0's quantile: 5.69884
[18] valid_0's poisson: -87.4049 valid_0's quantile: 5.55502
[19] valid_0's poisson: -88.1879 valid_0's quantile: 5.41616
[20] valid_0's poisson: -88.92 valid_0's quantile: 5.28389
[21] valid_0's poisson: -89.5973 valid_0's quantile: 5.16292
[22] valid_0's poisson: -90.316 valid_0's quantile: 5.0486
[23] valid_0's poisson: -91.0178 valid_0's quantile: 4.93882
[24] valid_0's poisson: -91.6543 valid_0's quantile: 4.8363
[25] valid_0's poisson: -92.2386 valid_0's quantile: 4.74333
[26] valid_0's poisson: -92.7855 valid_0's quantile: 4.65993
[27] valid_0's poisson: -93.3054 valid_0's quantile: 4.58118
[28] valid_0's poisson: -93.7628 valid_0's quantile: 4.50827
[29] valid_0's poisson: -94.2514 valid_0's quantile: 4.44697
[30] valid_0's poisson: -94.6933 valid_0's quantile: 4.37018
[31] valid_0's poisson: -95.121 valid_0's quantile: 4.30893
[32] valid_0's poisson: -95.5724 valid_0's quantile: 4.2473
[33] valid_0's poisson: -95.951 valid_0's quantile: 4.19221
[34] valid_0's poisson: -96.3017 valid_0's quantile: 4.14759
[35] valid_0's poisson: -96.6352 valid_0's quantile: 4.09945
[36] valid_0's poisson: -96.9569 valid_0's quantile: 4.04738
[37] valid_0's poisson: -97.2835 valid_0's quantile: 4.0002
[38] valid_0's poisson: -97.6293 valid_0's quantile: 3.95377
[39] valid_0's poisson: -97.9642 valid_0's quantile: 3.90493
[40] valid_0's poisson: -98.2436 valid_0's quantile: 3.8619
[41] valid_0's poisson: -98.5404 valid_0's quantile: 3.8225
[42] valid_0's poisson: -98.8229 valid_0's quantile: 3.77883
[43] valid_0's poisson: -99.0578 valid_0's quantile: 3.74352
[44] valid_0's poisson: -99.3155 valid_0's quantile: 3.70407
[45] valid_0's poisson: -99.5587 valid_0's quantile: 3.67162
[46] valid_0's poisson: -99.7672 valid_0's quantile: 3.64073
[47] valid_0's poisson: -100.001 valid_0's quantile: 3.61196
[48] valid_0's poisson: -100.218 valid_0's quantile: 3.58555
[49] valid_0's poisson: -100.412 valid_0's quantile: 3.56093
[50] valid_0's poisson: -100.604 valid_0's quantile: 3.53345
[51] valid_0's poisson: -100.763 valid_0's quantile: 3.5121
[52] valid_0's poisson: -100.928 valid_0's quantile: 3.49021
[53] valid_0's poisson: -101.102 valid_0's quantile: 3.46942
[54] valid_0's poisson: -101.242 valid_0's quantile: 3.44869
[55] valid_0's poisson: -101.375 valid_0's quantile: 3.43074
[56] valid_0's poisson: -101.509 valid_0's quantile: 3.41318
[57] valid_0's poisson: -101.614 valid_0's quantile: 3.39442
[58] valid_0's poisson: -101.748 valid_0's quantile: 3.37915
[59] valid_0's poisson: -101.844 valid_0's quantile: 3.36684
[60] valid_0's poisson: -101.931 valid_0's quantile: 3.35323
[61] valid_0's poisson: -102.024 valid_0's quantile: 3.33752
[62] valid_0's poisson: -102.138 valid_0's quantile: 3.32391
[63] valid_0's poisson: -102.235 valid_0's quantile: 3.31214
[64] valid_0's poisson: -102.303 valid_0's quantile: 3.30269
[65] valid_0's poisson: -102.408 valid_0's quantile: 3.29113
[66] valid_0's poisson: -102.47 valid_0's quantile: 3.28108
[67] valid_0's poisson: -102.54 valid_0's quantile: 3.27376
[68] valid_0's poisson: -102.603 valid_0's quantile: 3.2646
[69] valid_0's poisson: -102.676 valid_0's quantile: 3.25614
[70] valid_0's poisson: -102.721 valid_0's quantile: 3.24938
[71] valid_0's poisson: -102.775 valid_0's quantile: 3.244
[72] valid_0's poisson: -102.827 valid_0's quantile: 3.23881
[73] valid_0's poisson: -102.908 valid_0's quantile: 3.22832
[74] valid_0's poisson: -102.954 valid_0's quantile: 3.22414
[75] valid_0's poisson: -102.998 valid_0's quantile: 3.22003
[76] valid_0's poisson: -103.049 valid_0's quantile: 3.21431
[77] valid_0's poisson: -103.084 valid_0's quantile: 3.20668
[78] valid_0's poisson: -103.122 valid_0's quantile: 3.20091
[79] valid_0's poisson: -103.163 valid_0's quantile: 3.19594
[80] valid_0's poisson: -103.197 valid_0's quantile: 3.19031
[81] valid_0's poisson: -103.24 valid_0's quantile: 3.18427
[82] valid_0's poisson: -103.272 valid_0's quantile: 3.17936
[83] valid_0's poisson: -103.301 valid_0's quantile: 3.17402
[84] valid_0's poisson: -103.347 valid_0's quantile: 3.16832
[85] valid_0's poisson: -103.386 valid_0's quantile: 3.16383
[86] valid_0's poisson: -103.421 valid_0's quantile: 3.15915
[87] valid_0's poisson: -103.465 valid_0's quantile: 3.153
[88] valid_0's poisson: -103.498 valid_0's quantile: 3.14872
[89] valid_0's poisson: -103.538 valid_0's quantile: 3.14285
[90] valid_0's poisson: -103.559 valid_0's quantile: 3.13918
[91] valid_0's poisson: -103.578 valid_0's quantile: 3.13688
[92] valid_0's poisson: -103.6 valid_0's quantile: 3.13449
[93] valid_0's poisson: -103.619 valid_0's quantile: 3.13171
[94] valid_0's poisson: -103.65 valid_0's quantile: 3.12868
[95] valid_0's poisson: -103.67 valid_0's quantile: 3.12477
[96] valid_0's poisson: -103.693 valid_0's quantile: 3.12206
[97] valid_0's poisson: -103.699 valid_0's quantile: 3.11766
[98] valid_0's poisson: -103.71 valid_0's quantile: 3.11145
[99] valid_0's poisson: -103.726 valid_0's quantile: 3.10936
[100] valid_0's poisson: -103.742 valid_0's quantile: 3.1063
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -64.5036 valid_0's quantile: 11.0319
[2] valid_0's poisson: -66.5918 valid_0's quantile: 10.4326
[3] valid_0's poisson: -68.5118 valid_0's quantile: 9.90133
[4] valid_0's poisson: -70.3321 valid_0's quantile: 9.41976
[5] valid_0's poisson: -72.0522 valid_0's quantile: 8.97652
[6] valid_0's poisson: -73.5059 valid_0's quantile: 8.58746
[7] valid_0's poisson: -75.1383 valid_0's quantile: 8.18827
[8] valid_0's poisson: -76.707 valid_0's quantile: 7.80963
[9] valid_0's poisson: -78.1524 valid_0's quantile: 7.46453
[10] valid_0's poisson: -79.4462 valid_0's quantile: 7.17874
[11] valid_0's poisson: -80.6816 valid_0's quantile: 6.89336
[12] valid_0's poisson: -81.858 valid_0's quantile: 6.64334
[13] valid_0's poisson: -82.9611 valid_0's quantile: 6.41918
[14] valid_0's poisson: -84.0515 valid_0's quantile: 6.20545
[15] valid_0's poisson: -85.0481 valid_0's quantile: 6.01649
[16] valid_0's poisson: -85.9955 valid_0's quantile: 5.83501
[17] valid_0's poisson: -86.8676 valid_0's quantile: 5.67444
[18] valid_0's poisson: -87.6889 valid_0's quantile: 5.521
[19] valid_0's poisson: -88.4495 valid_0's quantile: 5.38383
[20] valid_0's poisson: -89.2471 valid_0's quantile: 5.24988
[21] valid_0's poisson: -89.9924 valid_0's quantile: 5.12347
[22] valid_0's poisson: -90.6753 valid_0's quantile: 5.01166
[23] valid_0's poisson: -91.3261 valid_0's quantile: 4.90486
[24] valid_0's poisson: -91.9263 valid_0's quantile: 4.80418
[25] valid_0's poisson: -92.5165 valid_0's quantile: 4.71588
[26] valid_0's poisson: -93.066 valid_0's quantile: 4.63456
[27] valid_0's poisson: -93.5589 valid_0's quantile: 4.55808
[28] valid_0's poisson: -94.0311 valid_0's quantile: 4.4772
[29] valid_0's poisson: -94.508 valid_0's quantile: 4.40175
[30] valid_0's poisson: -94.978 valid_0's quantile: 4.338
[31] valid_0's poisson: -95.402 valid_0's quantile: 4.27401
[32] valid_0's poisson: -95.7874 valid_0's quantile: 4.21951
[33] valid_0's poisson: -96.1529 valid_0's quantile: 4.15964
[34] valid_0's poisson: -96.5372 valid_0's quantile: 4.10996
[35] valid_0's poisson: -96.8604 valid_0's quantile: 4.06746
[36] valid_0's poisson: -97.1881 valid_0's quantile: 4.02196
[37] valid_0's poisson: -97.4911 valid_0's quantile: 3.97965
[38] valid_0's poisson: -97.7945 valid_0's quantile: 3.9412
[39] valid_0's poisson: -98.0713 valid_0's quantile: 3.89891
[40] valid_0's poisson: -98.3479 valid_0's quantile: 3.86442
[41] valid_0's poisson: -98.6238 valid_0's quantile: 3.82148
[42] valid_0's poisson: -98.8876 valid_0's quantile: 3.78186
[43] valid_0's poisson: -99.1698 valid_0's quantile: 3.74472
[44] valid_0's poisson: -99.3793 valid_0's quantile: 3.71538
[45] valid_0's poisson: -99.5911 valid_0's quantile: 3.68427
[46] valid_0's poisson: -99.8045 valid_0's quantile: 3.65479
[47] valid_0's poisson: -100.034 valid_0's quantile: 3.6277
[48] valid_0's poisson: -100.21 valid_0's quantile: 3.60293
[49] valid_0's poisson: -100.401 valid_0's quantile: 3.57686
[50] valid_0's poisson: -100.55 valid_0's quantile: 3.55346
[51] valid_0's poisson: -100.715 valid_0's quantile: 3.53372
[52] valid_0's poisson: -100.892 valid_0's quantile: 3.51237
[53] valid_0's poisson: -101.015 valid_0's quantile: 3.49289
[54] valid_0's poisson: -101.133 valid_0's quantile: 3.47515
[55] valid_0's poisson: -101.286 valid_0's quantile: 3.45703
[56] valid_0's poisson: -101.403 valid_0's quantile: 3.43943
[57] valid_0's poisson: -101.501 valid_0's quantile: 3.42582
[58] valid_0's poisson: -101.633 valid_0's quantile: 3.41031
[59] valid_0's poisson: -101.733 valid_0's quantile: 3.3965
[60] valid_0's poisson: -101.829 valid_0's quantile: 3.38172
[61] valid_0's poisson: -101.914 valid_0's quantile: 3.3678
[62] valid_0's poisson: -102.011 valid_0's quantile: 3.3546
[63] valid_0's poisson: -102.116 valid_0's quantile: 3.34207
[64] valid_0's poisson: -102.188 valid_0's quantile: 3.32866
[65] valid_0's poisson: -102.264 valid_0's quantile: 3.31835
[66] valid_0's poisson: -102.348 valid_0's quantile: 3.30721
[67] valid_0's poisson: -102.423 valid_0's quantile: 3.29595
[68] valid_0's poisson: -102.485 valid_0's quantile: 3.2871
[69] valid_0's poisson: -102.559 valid_0's quantile: 3.27822
[70] valid_0's poisson: -102.606 valid_0's quantile: 3.26902
[71] valid_0's poisson: -102.651 valid_0's quantile: 3.26244
[72] valid_0's poisson: -102.722 valid_0's quantile: 3.25398
[73] valid_0's poisson: -102.778 valid_0's quantile: 3.24617
[74] valid_0's poisson: -102.82 valid_0's quantile: 3.23672
[75] valid_0's poisson: -102.869 valid_0's quantile: 3.22474
[76] valid_0's poisson: -102.905 valid_0's quantile: 3.21976
[77] valid_0's poisson: -102.945 valid_0's quantile: 3.21453
[78] valid_0's poisson: -102.997 valid_0's quantile: 3.20846
[79] valid_0's poisson: -103.046 valid_0's quantile: 3.20231
[80] valid_0's poisson: -103.091 valid_0's quantile: 3.19665
[81] valid_0's poisson: -103.137 valid_0's quantile: 3.19045
[82] valid_0's poisson: -103.181 valid_0's quantile: 3.18428
[83] valid_0's poisson: -103.22 valid_0's quantile: 3.17913
[84] valid_0's poisson: -103.257 valid_0's quantile: 3.17464
[85] valid_0's poisson: -103.29 valid_0's quantile: 3.1702
[86] valid_0's poisson: -103.331 valid_0's quantile: 3.1642
[87] valid_0's poisson: -103.368 valid_0's quantile: 3.16078
[88] valid_0's poisson: -103.39 valid_0's quantile: 3.15757
[89] valid_0's poisson: -103.412 valid_0's quantile: 3.15504
[90] valid_0's poisson: -103.443 valid_0's quantile: 3.15027
[91] valid_0's poisson: -103.471 valid_0's quantile: 3.14655
[92] valid_0's poisson: -103.485 valid_0's quantile: 3.14163
[93] valid_0's poisson: -103.502 valid_0's quantile: 3.1397
[94] valid_0's poisson: -103.525 valid_0's quantile: 3.13643
[95] valid_0's poisson: -103.549 valid_0's quantile: 3.1329
[96] valid_0's poisson: -103.566 valid_0's quantile: 3.12961
[97] valid_0's poisson: -103.579 valid_0's quantile: 3.1276
[98] valid_0's poisson: -103.604 valid_0's quantile: 3.12454
[99] valid_0's poisson: -103.617 valid_0's quantile: 3.12139
[100] valid_0's poisson: -103.605 valid_0's quantile: 3.11493
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -65.0912 valid_0's quantile: 11.0158
[2] valid_0's poisson: -67.2023 valid_0's quantile: 10.3939
[3] valid_0's poisson: -69.0645 valid_0's quantile: 9.85597
[4] valid_0's poisson: -70.7804 valid_0's quantile: 9.37717
[5] valid_0's poisson: -72.3945 valid_0's quantile: 8.93724
[6] valid_0's poisson: -73.8893 valid_0's quantile: 8.53572
[7] valid_0's poisson: -75.4473 valid_0's quantile: 8.14304
[8] valid_0's poisson: -76.9986 valid_0's quantile: 7.76652
[9] valid_0's poisson: -78.4088 valid_0's quantile: 7.42928
[10] valid_0's poisson: -79.6975 valid_0's quantile: 7.12713
[11] valid_0's poisson: -80.9667 valid_0's quantile: 6.83797
[12] valid_0's poisson: -82.1058 valid_0's quantile: 6.59728
[13] valid_0's poisson: -83.1913 valid_0's quantile: 6.3748
[14] valid_0's poisson: -84.1889 valid_0's quantile: 6.17188
[15] valid_0's poisson: -85.0971 valid_0's quantile: 5.99538
[16] valid_0's poisson: -85.9687 valid_0's quantile: 5.82464
[17] valid_0's poisson: -86.801 valid_0's quantile: 5.66927
[18] valid_0's poisson: -87.6569 valid_0's quantile: 5.51612
[19] valid_0's poisson: -88.4226 valid_0's quantile: 5.3722
[20] valid_0's poisson: -89.1914 valid_0's quantile: 5.24106
[21] valid_0's poisson: -89.8481 valid_0's quantile: 5.12608
[22] valid_0's poisson: -90.5621 valid_0's quantile: 5.01285
[23] valid_0's poisson: -91.1894 valid_0's quantile: 4.90756
[24] valid_0's poisson: -91.7974 valid_0's quantile: 4.81362
[25] valid_0's poisson: -92.3884 valid_0's quantile: 4.72014
[26] valid_0's poisson: -92.944 valid_0's quantile: 4.63907
[27] valid_0's poisson: -93.4132 valid_0's quantile: 4.56797
[28] valid_0's poisson: -93.9203 valid_0's quantile: 4.49293
[29] valid_0's poisson: -94.3685 valid_0's quantile: 4.42664
[30] valid_0's poisson: -94.7937 valid_0's quantile: 4.359
[31] valid_0's poisson: -95.2108 valid_0's quantile: 4.29405
[32] valid_0's poisson: -95.6101 valid_0's quantile: 4.23548
[33] valid_0's poisson: -95.9796 valid_0's quantile: 4.17844
[34] valid_0's poisson: -96.3555 valid_0's quantile: 4.12157
[35] valid_0's poisson: -96.674 valid_0's quantile: 4.07407
[36] valid_0's poisson: -96.984 valid_0's quantile: 4.02546
[37] valid_0's poisson: -97.284 valid_0's quantile: 3.97945
[38] valid_0's poisson: -97.5786 valid_0's quantile: 3.93733
[39] valid_0's poisson: -97.9326 valid_0's quantile: 3.89337
[40] valid_0's poisson: -98.242 valid_0's quantile: 3.85335
[41] valid_0's poisson: -98.5119 valid_0's quantile: 3.8144
[42] valid_0's poisson: -98.7917 valid_0's quantile: 3.77479
[43] valid_0's poisson: -99.0909 valid_0's quantile: 3.73692
[44] valid_0's poisson: -99.3446 valid_0's quantile: 3.70377
[45] valid_0's poisson: -99.5937 valid_0's quantile: 3.67078
[46] valid_0's poisson: -99.8365 valid_0's quantile: 3.63981
[47] valid_0's poisson: -100.065 valid_0's quantile: 3.61176
[48] valid_0's poisson: -100.274 valid_0's quantile: 3.58573
[49] valid_0's poisson: -100.447 valid_0's quantile: 3.56189
[50] valid_0's poisson: -100.625 valid_0's quantile: 3.52809
[51] valid_0's poisson: -100.783 valid_0's quantile: 3.50493
[52] valid_0's poisson: -100.93 valid_0's quantile: 3.48298
[53] valid_0's poisson: -101.094 valid_0's quantile: 3.45537
[54] valid_0's poisson: -101.248 valid_0's quantile: 3.43629
[55] valid_0's poisson: -101.391 valid_0's quantile: 3.41852
[56] valid_0's poisson: -101.524 valid_0's quantile: 3.39854
[57] valid_0's poisson: -101.651 valid_0's quantile: 3.38327
[58] valid_0's poisson: -101.757 valid_0's quantile: 3.36347
[59] valid_0's poisson: -101.867 valid_0's quantile: 3.34982
[60] valid_0's poisson: -101.973 valid_0's quantile: 3.33627
[61] valid_0's poisson: -102.071 valid_0's quantile: 3.32408
[62] valid_0's poisson: -102.177 valid_0's quantile: 3.31204
[63] valid_0's poisson: -102.263 valid_0's quantile: 3.29566
[64] valid_0's poisson: -102.334 valid_0's quantile: 3.28525
[65] valid_0's poisson: -102.409 valid_0's quantile: 3.27192
[66] valid_0's poisson: -102.479 valid_0's quantile: 3.25802
[67] valid_0's poisson: -102.565 valid_0's quantile: 3.24795
[68] valid_0's poisson: -102.622 valid_0's quantile: 3.23959
[69] valid_0's poisson: -102.673 valid_0's quantile: 3.23176
[70] valid_0's poisson: -102.734 valid_0's quantile: 3.22276
[71] valid_0's poisson: -102.788 valid_0's quantile: 3.21487
[72] valid_0's poisson: -102.857 valid_0's quantile: 3.20706
[73] valid_0's poisson: -102.924 valid_0's quantile: 3.19994
[74] valid_0's poisson: -102.992 valid_0's quantile: 3.19188
[75] valid_0's poisson: -103.058 valid_0's quantile: 3.18273
[76] valid_0's poisson: -103.11 valid_0's quantile: 3.17691
[77] valid_0's poisson: -103.159 valid_0's quantile: 3.17113
[78] valid_0's poisson: -103.205 valid_0's quantile: 3.16612
[79] valid_0's poisson: -103.251 valid_0's quantile: 3.16088
[80] valid_0's poisson: -103.278 valid_0's quantile: 3.15719
[81] valid_0's poisson: -103.307 valid_0's quantile: 3.15181
[82] valid_0's poisson: -103.342 valid_0's quantile: 3.13987
[83] valid_0's poisson: -103.354 valid_0's quantile: 3.13689
[84] valid_0's poisson: -103.388 valid_0's quantile: 3.12637
[85] valid_0's poisson: -103.42 valid_0's quantile: 3.12199
[86] valid_0's poisson: -103.445 valid_0's quantile: 3.11339
[87] valid_0's poisson: -103.481 valid_0's quantile: 3.10811
[88] valid_0's poisson: -103.516 valid_0's quantile: 3.10343
[89] valid_0's poisson: -103.544 valid_0's quantile: 3.09893
[90] valid_0's poisson: -103.574 valid_0's quantile: 3.09475
[91] valid_0's poisson: -103.6 valid_0's quantile: 3.09197
[92] valid_0's poisson: -103.627 valid_0's quantile: 3.08874
[93] valid_0's poisson: -103.671 valid_0's quantile: 3.08492
[94] valid_0's poisson: -103.701 valid_0's quantile: 3.08156
[95] valid_0's poisson: -103.727 valid_0's quantile: 3.07855
[96] valid_0's poisson: -103.743 valid_0's quantile: 3.07437
[97] valid_0's poisson: -103.765 valid_0's quantile: 3.07124
[98] valid_0's poisson: -103.784 valid_0's quantile: 3.06835
[99] valid_0's poisson: -103.801 valid_0's quantile: 3.06123
[100] valid_0's poisson: -103.815 valid_0's quantile: 3.05815
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -65.651 valid_0's quantile: 11.0222
[2] valid_0's poisson: -67.7196 valid_0's quantile: 10.4142
[3] valid_0's poisson: -69.6683 valid_0's quantile: 9.85844
[4] valid_0's poisson: -71.4403 valid_0's quantile: 9.37343
[5] valid_0's poisson: -73.0896 valid_0's quantile: 8.92841
[6] valid_0's poisson: -74.5536 valid_0's quantile: 8.53474
[7] valid_0's poisson: -76.1201 valid_0's quantile: 8.14128
[8] valid_0's poisson: -77.5782 valid_0's quantile: 7.78421
[9] valid_0's poisson: -78.8851 valid_0's quantile: 7.45847
[10] valid_0's poisson: -80.1271 valid_0's quantile: 7.15122
[11] valid_0's poisson: -81.2756 valid_0's quantile: 6.88434
[12] valid_0's poisson: -82.4452 valid_0's quantile: 6.63149
[13] valid_0's poisson: -83.5048 valid_0's quantile: 6.40457
[14] valid_0's poisson: -84.5098 valid_0's quantile: 6.19506
[15] valid_0's poisson: -85.4537 valid_0's quantile: 6.00623
[16] valid_0's poisson: -86.3417 valid_0's quantile: 5.83597
[17] valid_0's poisson: -87.1433 valid_0's quantile: 5.68405
[18] valid_0's poisson: -87.9471 valid_0's quantile: 5.5339
[19] valid_0's poisson: -88.6977 valid_0's quantile: 5.38822
[20] valid_0's poisson: -89.383 valid_0's quantile: 5.26167
[21] valid_0's poisson: -90.1049 valid_0's quantile: 5.13729
[22] valid_0's poisson: -90.7968 valid_0's quantile: 5.0202
[23] valid_0's poisson: -91.4677 valid_0's quantile: 4.91452
[24] valid_0's poisson: -92.0021 valid_0's quantile: 4.82182
[25] valid_0's poisson: -92.5944 valid_0's quantile: 4.72459
[26] valid_0's poisson: -93.1104 valid_0's quantile: 4.64135
[27] valid_0's poisson: -93.5874 valid_0's quantile: 4.56234
[28] valid_0's poisson: -94.071 valid_0's quantile: 4.47979
[29] valid_0's poisson: -94.5175 valid_0's quantile: 4.41386
[30] valid_0's poisson: -94.9596 valid_0's quantile: 4.35196
[31] valid_0's poisson: -95.4231 valid_0's quantile: 4.28498
[32] valid_0's poisson: -95.8371 valid_0's quantile: 4.22531
[33] valid_0's poisson: -96.1945 valid_0's quantile: 4.169
[34] valid_0's poisson: -96.5616 valid_0's quantile: 4.11052
[35] valid_0's poisson: -96.9129 valid_0's quantile: 4.06039
[36] valid_0's poisson: -97.2291 valid_0's quantile: 4.0113
[37] valid_0's poisson: -97.6021 valid_0's quantile: 3.96326
[38] valid_0's poisson: -97.903 valid_0's quantile: 3.92522
[39] valid_0's poisson: -98.204 valid_0's quantile: 3.88487
[40] valid_0's poisson: -98.4872 valid_0's quantile: 3.84482
[41] valid_0's poisson: -98.7357 valid_0's quantile: 3.81243
[42] valid_0's poisson: -99.0182 valid_0's quantile: 3.77699
[43] valid_0's poisson: -99.2585 valid_0's quantile: 3.74065
[44] valid_0's poisson: -99.5409 valid_0's quantile: 3.70616
[45] valid_0's poisson: -99.7757 valid_0's quantile: 3.67754
[46] valid_0's poisson: -99.9591 valid_0's quantile: 3.65408
[47] valid_0's poisson: -100.175 valid_0's quantile: 3.62732
[48] valid_0's poisson: -100.399 valid_0's quantile: 3.59958
[49] valid_0's poisson: -100.608 valid_0's quantile: 3.5743
[50] valid_0's poisson: -100.788 valid_0's quantile: 3.54685
[51] valid_0's poisson: -100.952 valid_0's quantile: 3.52555
[52] valid_0's poisson: -101.094 valid_0's quantile: 3.50429
[53] valid_0's poisson: -101.249 valid_0's quantile: 3.48526
[54] valid_0's poisson: -101.401 valid_0's quantile: 3.46701
[55] valid_0's poisson: -101.536 valid_0's quantile: 3.44958
[56] valid_0's poisson: -101.646 valid_0's quantile: 3.43369
[57] valid_0's poisson: -101.746 valid_0's quantile: 3.41866
[58] valid_0's poisson: -101.865 valid_0's quantile: 3.40376
[59] valid_0's poisson: -101.985 valid_0's quantile: 3.38842
[60] valid_0's poisson: -102.084 valid_0's quantile: 3.37521
[61] valid_0's poisson: -102.183 valid_0's quantile: 3.36226
[62] valid_0's poisson: -102.277 valid_0's quantile: 3.35098
[63] valid_0's poisson: -102.346 valid_0's quantile: 3.33958
[64] valid_0's poisson: -102.413 valid_0's quantile: 3.33135
[65] valid_0's poisson: -102.497 valid_0's quantile: 3.32076
[66] valid_0's poisson: -102.576 valid_0's quantile: 3.31137
[67] valid_0's poisson: -102.632 valid_0's quantile: 3.3032
[68] valid_0's poisson: -102.705 valid_0's quantile: 3.29509
[69] valid_0's poisson: -102.763 valid_0's quantile: 3.28833
[70] valid_0's poisson: -102.825 valid_0's quantile: 3.27963
[71] valid_0's poisson: -102.887 valid_0's quantile: 3.27189
[72] valid_0's poisson: -102.925 valid_0's quantile: 3.26574
[73] valid_0's poisson: -102.982 valid_0's quantile: 3.25695
[74] valid_0's poisson: -103.035 valid_0's quantile: 3.25091
[75] valid_0's poisson: -103.091 valid_0's quantile: 3.24411
[76] valid_0's poisson: -103.141 valid_0's quantile: 3.23812
[77] valid_0's poisson: -103.181 valid_0's quantile: 3.23328
[78] valid_0's poisson: -103.227 valid_0's quantile: 3.22731
[79] valid_0's poisson: -103.253 valid_0's quantile: 3.22402
[80] valid_0's poisson: -103.28 valid_0's quantile: 3.21979
[81] valid_0's poisson: -103.305 valid_0's quantile: 3.21597
[82] valid_0's poisson: -103.335 valid_0's quantile: 3.21275
[83] valid_0's poisson: -103.366 valid_0's quantile: 3.2092
[84] valid_0's poisson: -103.402 valid_0's quantile: 3.20494
[85] valid_0's poisson: -103.433 valid_0's quantile: 3.20032
[86] valid_0's poisson: -103.458 valid_0's quantile: 3.19579
[87] valid_0's poisson: -103.494 valid_0's quantile: 3.19193
[88] valid_0's poisson: -103.521 valid_0's quantile: 3.18873
[89] valid_0's poisson: -103.551 valid_0's quantile: 3.18532
[90] valid_0's poisson: -103.58 valid_0's quantile: 3.18213
[91] valid_0's poisson: -103.602 valid_0's quantile: 3.17754
[92] valid_0's poisson: -103.629 valid_0's quantile: 3.17493
[93] valid_0's poisson: -103.655 valid_0's quantile: 3.1723
[94] valid_0's poisson: -103.675 valid_0's quantile: 3.16384
[95] valid_0's poisson: -103.699 valid_0's quantile: 3.16053
[96] valid_0's poisson: -103.724 valid_0's quantile: 3.1564
[97] valid_0's poisson: -103.749 valid_0's quantile: 3.15222
[98] valid_0's poisson: -103.76 valid_0's quantile: 3.14903
[99] valid_0's poisson: -103.774 valid_0's quantile: 3.14453
[100] valid_0's poisson: -103.788 valid_0's quantile: 3.1427
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -64.3071 valid_0's quantile: 11.0551
[2] valid_0's poisson: -66.393 valid_0's quantile: 10.4556
[3] valid_0's poisson: -68.3529 valid_0's quantile: 9.9193
[4] valid_0's poisson: -70.1195 valid_0's quantile: 9.44625
[5] valid_0's poisson: -71.9198 valid_0's quantile: 8.97576
[6] valid_0's poisson: -73.4336 valid_0's quantile: 8.58546
[7] valid_0's poisson: -75.0362 valid_0's quantile: 8.20206
[8] valid_0's poisson: -76.5802 valid_0's quantile: 7.83338
[9] valid_0's poisson: -78.009 valid_0's quantile: 7.50166
[10] valid_0's poisson: -79.3645 valid_0's quantile: 7.19932
[11] valid_0's poisson: -80.5837 valid_0's quantile: 6.92436
[12] valid_0's poisson: -81.7693 valid_0's quantile: 6.6791
[13] valid_0's poisson: -82.8211 valid_0's quantile: 6.4617
[14] valid_0's poisson: -83.8543 valid_0's quantile: 6.25613
[15] valid_0's poisson: -84.8336 valid_0's quantile: 6.06801
[16] valid_0's poisson: -85.7735 valid_0's quantile: 5.89148
[17] valid_0's poisson: -86.612 valid_0's quantile: 5.73592
[18] valid_0's poisson: -87.4316 valid_0's quantile: 5.58069
[19] valid_0's poisson: -88.2167 valid_0's quantile: 5.44339
[20] valid_0's poisson: -88.9983 valid_0's quantile: 5.30935
[21] valid_0's poisson: -89.7213 valid_0's quantile: 5.18972
[22] valid_0's poisson: -90.4467 valid_0's quantile: 5.07015
[23] valid_0's poisson: -91.0858 valid_0's quantile: 4.96537
[24] valid_0's poisson: -91.7285 valid_0's quantile: 4.86635
[25] valid_0's poisson: -92.287 valid_0's quantile: 4.78022
[26] valid_0's poisson: -92.8464 valid_0's quantile: 4.69181
[27] valid_0's poisson: -93.4049 valid_0's quantile: 4.60014
[28] valid_0's poisson: -93.912 valid_0's quantile: 4.52003
[29] valid_0's poisson: -94.3865 valid_0's quantile: 4.44923
[30] valid_0's poisson: -94.8307 valid_0's quantile: 4.38418
[31] valid_0's poisson: -95.2543 valid_0's quantile: 4.32116
[32] valid_0's poisson: -95.6994 valid_0's quantile: 4.25251
[33] valid_0's poisson: -96.099 valid_0's quantile: 4.18942
[34] valid_0's poisson: -96.4935 valid_0's quantile: 4.13168
[35] valid_0's poisson: -96.8341 valid_0's quantile: 4.08133
[36] valid_0's poisson: -97.1856 valid_0's quantile: 4.02836
[37] valid_0's poisson: -97.5178 valid_0's quantile: 3.98814
[38] valid_0's poisson: -97.8183 valid_0's quantile: 3.94483
[39] valid_0's poisson: -98.1401 valid_0's quantile: 3.89918
[40] valid_0's poisson: -98.4571 valid_0's quantile: 3.86157
[41] valid_0's poisson: -98.719 valid_0's quantile: 3.82459
[42] valid_0's poisson: -98.976 valid_0's quantile: 3.79057
[43] valid_0's poisson: -99.2214 valid_0's quantile: 3.75562
[44] valid_0's poisson: -99.4742 valid_0's quantile: 3.72295
[45] valid_0's poisson: -99.6957 valid_0's quantile: 3.69382
[46] valid_0's poisson: -99.8851 valid_0's quantile: 3.66405
[47] valid_0's poisson: -100.088 valid_0's quantile: 3.63464
[48] valid_0's poisson: -100.282 valid_0's quantile: 3.61063
[49] valid_0's poisson: -100.483 valid_0's quantile: 3.58596
[50] valid_0's poisson: -100.662 valid_0's quantile: 3.56291
[51] valid_0's poisson: -100.818 valid_0's quantile: 3.53884
[52] valid_0's poisson: -100.959 valid_0's quantile: 3.51909
[53] valid_0's poisson: -101.142 valid_0's quantile: 3.49756
[54] valid_0's poisson: -101.276 valid_0's quantile: 3.47798
[55] valid_0's poisson: -101.412 valid_0's quantile: 3.45945
[56] valid_0's poisson: -101.513 valid_0's quantile: 3.44435
[57] valid_0's poisson: -101.635 valid_0's quantile: 3.42959
[58] valid_0's poisson: -101.737 valid_0's quantile: 3.41455
[59] valid_0's poisson: -101.872 valid_0's quantile: 3.39938
[60] valid_0's poisson: -102.002 valid_0's quantile: 3.38476
[61] valid_0's poisson: -102.123 valid_0's quantile: 3.37157
[62] valid_0's poisson: -102.21 valid_0's quantile: 3.3607
[63] valid_0's poisson: -102.303 valid_0's quantile: 3.34985
[64] valid_0's poisson: -102.375 valid_0's quantile: 3.33988
[65] valid_0's poisson: -102.442 valid_0's quantile: 3.33056
[66] valid_0's poisson: -102.51 valid_0's quantile: 3.32068
[67] valid_0's poisson: -102.599 valid_0's quantile: 3.31018
[68] valid_0's poisson: -102.655 valid_0's quantile: 3.30173
[69] valid_0's poisson: -102.713 valid_0's quantile: 3.29387
[70] valid_0's poisson: -102.765 valid_0's quantile: 3.28539
[71] valid_0's poisson: -102.821 valid_0's quantile: 3.27971
[72] valid_0's poisson: -102.886 valid_0's quantile: 3.27171
[73] valid_0's poisson: -102.951 valid_0's quantile: 3.26458
[74] valid_0's poisson: -103.007 valid_0's quantile: 3.25858
[75] valid_0's poisson: -103.051 valid_0's quantile: 3.25327
[76] valid_0's poisson: -103.087 valid_0's quantile: 3.24869
[77] valid_0's poisson: -103.143 valid_0's quantile: 3.24207
[78] valid_0's poisson: -103.191 valid_0's quantile: 3.23664
[79] valid_0's poisson: -103.224 valid_0's quantile: 3.23205
[80] valid_0's poisson: -103.271 valid_0's quantile: 3.22665
[81] valid_0's poisson: -103.321 valid_0's quantile: 3.22066
[82] valid_0's poisson: -103.355 valid_0's quantile: 3.2079
[83] valid_0's poisson: -103.399 valid_0's quantile: 3.20273
[84] valid_0's poisson: -103.427 valid_0's quantile: 3.19948
[85] valid_0's poisson: -103.454 valid_0's quantile: 3.19679
[86] valid_0's poisson: -103.481 valid_0's quantile: 3.19382
[87] valid_0's poisson: -103.507 valid_0's quantile: 3.18743
[88] valid_0's poisson: -103.532 valid_0's quantile: 3.18292
[89] valid_0's poisson: -103.561 valid_0's quantile: 3.1773
[90] valid_0's poisson: -103.581 valid_0's quantile: 3.17365
[91] valid_0's poisson: -103.599 valid_0's quantile: 3.17032
[92] valid_0's poisson: -103.618 valid_0's quantile: 3.16642
[93] valid_0's poisson: -103.651 valid_0's quantile: 3.16111
[94] valid_0's poisson: -103.667 valid_0's quantile: 3.155
[95] valid_0's poisson: -103.687 valid_0's quantile: 3.15252
[96] valid_0's poisson: -103.701 valid_0's quantile: 3.14996
[97] valid_0's poisson: -103.719 valid_0's quantile: 3.1471
[98] valid_0's poisson: -103.736 valid_0's quantile: 3.14493
[99] valid_0's poisson: -103.753 valid_0's quantile: 3.14294
[100] valid_0's poisson: -103.772 valid_0's quantile: 3.14028
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -64.7309 valid_0's quantile: 10.9582
[2] valid_0's poisson: -67.052 valid_0's quantile: 10.2955
[3] valid_0's poisson: -69.1674 valid_0's quantile: 9.71206
[4] valid_0's poisson: -71.077 valid_0's quantile: 9.1964
[5] valid_0's poisson: -73 valid_0's quantile: 8.69249
[6] valid_0's poisson: -74.8477 valid_0's quantile: 8.23801
[7] valid_0's poisson: -76.5254 valid_0's quantile: 7.82237
[8] valid_0's poisson: -78.0156 valid_0's quantile: 7.45605
[9] valid_0's poisson: -79.5136 valid_0's quantile: 7.11058
[10] valid_0's poisson: -80.9443 valid_0's quantile: 6.78962
[11] valid_0's poisson: -82.251 valid_0's quantile: 6.50261
[12] valid_0's poisson: -83.4738 valid_0's quantile: 6.25698
[13] valid_0's poisson: -84.6151 valid_0's quantile: 6.02551
[14] valid_0's poisson: -85.6897 valid_0's quantile: 5.80956
[15] valid_0's poisson: -86.6956 valid_0's quantile: 5.62015
[16] valid_0's poisson: -87.7115 valid_0's quantile: 5.43347
[17] valid_0's poisson: -88.6453 valid_0's quantile: 5.25968
[18] valid_0's poisson: -89.5248 valid_0's quantile: 5.10279
[19] valid_0's poisson: -90.3686 valid_0's quantile: 4.95212
[20] valid_0's poisson: -91.1589 valid_0's quantile: 4.81332
[21] valid_0's poisson: -91.8991 valid_0's quantile: 4.68331
[22] valid_0's poisson: -92.6043 valid_0's quantile: 4.56819
[23] valid_0's poisson: -93.2725 valid_0's quantile: 4.46019
[24] valid_0's poisson: -93.8859 valid_0's quantile: 4.35469
[25] valid_0's poisson: -94.4613 valid_0's quantile: 4.2575
[26] valid_0's poisson: -95.0255 valid_0's quantile: 4.16661
[27] valid_0's poisson: -95.573 valid_0's quantile: 4.08101
[28] valid_0's poisson: -96.0763 valid_0's quantile: 4.0041
[29] valid_0's poisson: -96.5867 valid_0's quantile: 3.92465
[30] valid_0's poisson: -97.0409 valid_0's quantile: 3.85304
[31] valid_0's poisson: -97.5146 valid_0's quantile: 3.78536
[32] valid_0's poisson: -97.9405 valid_0's quantile: 3.72672
[33] valid_0's poisson: -98.3698 valid_0's quantile: 3.66579
[34] valid_0's poisson: -98.7703 valid_0's quantile: 3.60784
[35] valid_0's poisson: -99.1176 valid_0's quantile: 3.56085
[36] valid_0's poisson: -99.4722 valid_0's quantile: 3.51464
[37] valid_0's poisson: -99.7911 valid_0's quantile: 3.47259
[38] valid_0's poisson: -100.105 valid_0's quantile: 3.42859
[39] valid_0's poisson: -100.404 valid_0's quantile: 3.38843
[40] valid_0's poisson: -100.671 valid_0's quantile: 3.35123
[41] valid_0's poisson: -100.929 valid_0's quantile: 3.31684
[42] valid_0's poisson: -101.18 valid_0's quantile: 3.28349
[43] valid_0's poisson: -101.408 valid_0's quantile: 3.25128
[44] valid_0's poisson: -101.635 valid_0's quantile: 3.21837
[45] valid_0's poisson: -101.841 valid_0's quantile: 3.19238
[46] valid_0's poisson: -102.047 valid_0's quantile: 3.16468
[47] valid_0's poisson: -102.239 valid_0's quantile: 3.13989
[48] valid_0's poisson: -102.412 valid_0's quantile: 3.11532
[49] valid_0's poisson: -102.588 valid_0's quantile: 3.08421
[50] valid_0's poisson: -102.747 valid_0's quantile: 3.0634
[51] valid_0's poisson: -102.896 valid_0's quantile: 3.04121
[52] valid_0's poisson: -103.045 valid_0's quantile: 3.02326
[53] valid_0's poisson: -103.184 valid_0's quantile: 3.00502
[54] valid_0's poisson: -103.316 valid_0's quantile: 2.98817
[55] valid_0's poisson: -103.45 valid_0's quantile: 2.97194
[56] valid_0's poisson: -103.554 valid_0's quantile: 2.95661
[57] valid_0's poisson: -103.663 valid_0's quantile: 2.94003
[58] valid_0's poisson: -103.773 valid_0's quantile: 2.92703
[59] valid_0's poisson: -103.876 valid_0's quantile: 2.91491
[60] valid_0's poisson: -103.977 valid_0's quantile: 2.90256
[61] valid_0's poisson: -104.072 valid_0's quantile: 2.89149
[62] valid_0's poisson: -104.158 valid_0's quantile: 2.88186
[63] valid_0's poisson: -104.233 valid_0's quantile: 2.87204
[64] valid_0's poisson: -104.312 valid_0's quantile: 2.86127
[65] valid_0's poisson: -104.383 valid_0's quantile: 2.85279
[66] valid_0's poisson: -104.449 valid_0's quantile: 2.84533
[67] valid_0's poisson: -104.517 valid_0's quantile: 2.83787
[68] valid_0's poisson: -104.577 valid_0's quantile: 2.83171
[69] valid_0's poisson: -104.634 valid_0's quantile: 2.82435
[70] valid_0's poisson: -104.696 valid_0's quantile: 2.81798
[71] valid_0's poisson: -104.745 valid_0's quantile: 2.81148
[72] valid_0's poisson: -104.791 valid_0's quantile: 2.80592
[73] valid_0's poisson: -104.841 valid_0's quantile: 2.80048
[74] valid_0's poisson: -104.886 valid_0's quantile: 2.79573
[75] valid_0's poisson: -104.932 valid_0's quantile: 2.79088
[76] valid_0's poisson: -104.974 valid_0's quantile: 2.78671
[77] valid_0's poisson: -105.011 valid_0's quantile: 2.78346
[78] valid_0's poisson: -105.052 valid_0's quantile: 2.78018
[79] valid_0's poisson: -105.086 valid_0's quantile: 2.76461
[80] valid_0's poisson: -105.118 valid_0's quantile: 2.76193
[81] valid_0's poisson: -105.151 valid_0's quantile: 2.75934
[82] valid_0's poisson: -105.178 valid_0's quantile: 2.75677
[83] valid_0's poisson: -105.205 valid_0's quantile: 2.75257
[84] valid_0's poisson: -105.233 valid_0's quantile: 2.74914
[85] valid_0's poisson: -105.259 valid_0's quantile: 2.74631
[86] valid_0's poisson: -105.285 valid_0's quantile: 2.74356
[87] valid_0's poisson: -105.312 valid_0's quantile: 2.74101
[88] valid_0's poisson: -105.334 valid_0's quantile: 2.73914
[89] valid_0's poisson: -105.355 valid_0's quantile: 2.73747
[90] valid_0's poisson: -105.374 valid_0's quantile: 2.73682
[91] valid_0's poisson: -105.392 valid_0's quantile: 2.73299
[92] valid_0's poisson: -105.409 valid_0's quantile: 2.7261
[93] valid_0's poisson: -105.425 valid_0's quantile: 2.72385
[94] valid_0's poisson: -105.437 valid_0's quantile: 2.72058
[95] valid_0's poisson: -105.45 valid_0's quantile: 2.71808
[96] valid_0's poisson: -105.46 valid_0's quantile: 2.7147
[97] valid_0's poisson: -105.471 valid_0's quantile: 2.71293
[98] valid_0's poisson: -105.484 valid_0's quantile: 2.71128
[99] valid_0's poisson: -105.494 valid_0's quantile: 2.70798
[100] valid_0's poisson: -105.511 valid_0's quantile: 2.69823
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=10, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -64.7469 valid_0's quantile: 10.9465
[2] valid_0's poisson: -67.1099 valid_0's quantile: 10.2793
[3] valid_0's poisson: -69.178 valid_0's quantile: 9.70679
[4] valid_0's poisson: -71.1817 valid_0's quantile: 9.17454
[5] valid_0's poisson: -73.0641 valid_0's quantile: 8.68003
[6] valid_0's poisson: -74.8443 valid_0's quantile: 8.22339
[7] valid_0's poisson: -76.5582 valid_0's quantile: 7.81542
[8] valid_0's poisson: -78.0946 valid_0's quantile: 7.44515
[9] valid_0's poisson: -79.5726 valid_0's quantile: 7.0967
[10] valid_0's poisson: -80.9645 valid_0's quantile: 6.77453
[11] valid_0's poisson: -82.2604 valid_0's quantile: 6.48544
[12] valid_0's poisson: -83.4521 valid_0's quantile: 6.23204
[13] valid_0's poisson: -84.5713 valid_0's quantile: 6.01097
[14] valid_0's poisson: -85.6611 valid_0's quantile: 5.78823
[15] valid_0's poisson: -86.7833 valid_0's quantile: 5.58122
[16] valid_0's poisson: -87.749 valid_0's quantile: 5.39796
[17] valid_0's poisson: -88.7232 valid_0's quantile: 5.22727
[18] valid_0's poisson: -89.6354 valid_0's quantile: 5.07382
[19] valid_0's poisson: -90.4883 valid_0's quantile: 4.93029
[20] valid_0's poisson: -91.2736 valid_0's quantile: 4.79491
[21] valid_0's poisson: -92.012 valid_0's quantile: 4.66787
[22] valid_0's poisson: -92.7227 valid_0's quantile: 4.55898
[23] valid_0's poisson: -93.3841 valid_0's quantile: 4.45174
[24] valid_0's poisson: -94.0104 valid_0's quantile: 4.35294
[25] valid_0's poisson: -94.6096 valid_0's quantile: 4.26144
[26] valid_0's poisson: -95.1659 valid_0's quantile: 4.18161
[27] valid_0's poisson: -95.6784 valid_0's quantile: 4.1047
[28] valid_0's poisson: -96.1654 valid_0's quantile: 4.03239
[29] valid_0's poisson: -96.6368 valid_0's quantile: 3.96488
[30] valid_0's poisson: -97.1046 valid_0's quantile: 3.89741
[31] valid_0's poisson: -97.5539 valid_0's quantile: 3.83094
[32] valid_0's poisson: -97.966 valid_0's quantile: 3.7718
[33] valid_0's poisson: -98.351 valid_0's quantile: 3.71557
[34] valid_0's poisson: -98.7323 valid_0's quantile: 3.65918
[35] valid_0's poisson: -99.0983 valid_0's quantile: 3.60821
[36] valid_0's poisson: -99.442 valid_0's quantile: 3.56026
[37] valid_0's poisson: -99.7645 valid_0's quantile: 3.51142
[38] valid_0's poisson: -100.057 valid_0's quantile: 3.47155
[39] valid_0's poisson: -100.365 valid_0's quantile: 3.43106
[40] valid_0's poisson: -100.642 valid_0's quantile: 3.39208
[41] valid_0's poisson: -100.897 valid_0's quantile: 3.35792
[42] valid_0's poisson: -101.155 valid_0's quantile: 3.32333
[43] valid_0's poisson: -101.364 valid_0's quantile: 3.29164
[44] valid_0's poisson: -101.588 valid_0's quantile: 3.26024
[45] valid_0's poisson: -101.798 valid_0's quantile: 3.23164
[46] valid_0's poisson: -102 valid_0's quantile: 3.20348
[47] valid_0's poisson: -102.179 valid_0's quantile: 3.17633
[48] valid_0's poisson: -102.366 valid_0's quantile: 3.15446
[49] valid_0's poisson: -102.543 valid_0's quantile: 3.1348
[50] valid_0's poisson: -102.692 valid_0's quantile: 3.11288
[51] valid_0's poisson: -102.857 valid_0's quantile: 3.08913
[52] valid_0's poisson: -102.998 valid_0's quantile: 3.07042
[53] valid_0's poisson: -103.126 valid_0's quantile: 3.05092
[54] valid_0's poisson: -103.255 valid_0's quantile: 3.03621
[55] valid_0's poisson: -103.377 valid_0's quantile: 3.01728
[56] valid_0's poisson: -103.49 valid_0's quantile: 3.00042
[57] valid_0's poisson: -103.596 valid_0's quantile: 2.98562
[58] valid_0's poisson: -103.704 valid_0's quantile: 2.97424
[59] valid_0's poisson: -103.808 valid_0's quantile: 2.96285
[60] valid_0's poisson: -103.906 valid_0's quantile: 2.95135
[61] valid_0's poisson: -103.996 valid_0's quantile: 2.94095
[62] valid_0's poisson: -104.083 valid_0's quantile: 2.92865
[63] valid_0's poisson: -104.164 valid_0's quantile: 2.91868
[64] valid_0's poisson: -104.246 valid_0's quantile: 2.90947
[65] valid_0's poisson: -104.318 valid_0's quantile: 2.90012
[66] valid_0's poisson: -104.381 valid_0's quantile: 2.89264
[67] valid_0's poisson: -104.452 valid_0's quantile: 2.88445
[68] valid_0's poisson: -104.523 valid_0's quantile: 2.87533
[69] valid_0's poisson: -104.586 valid_0's quantile: 2.86801
[70] valid_0's poisson: -104.641 valid_0's quantile: 2.85997
[71] valid_0's poisson: -104.693 valid_0's quantile: 2.85438
[72] valid_0's poisson: -104.746 valid_0's quantile: 2.84855
[73] valid_0's poisson: -104.792 valid_0's quantile: 2.84401
[74] valid_0's poisson: -104.832 valid_0's quantile: 2.84046
[75] valid_0's poisson: -104.87 valid_0's quantile: 2.8313
[76] valid_0's poisson: -104.914 valid_0's quantile: 2.82599
[77] valid_0's poisson: -104.944 valid_0's quantile: 2.82245
[78] valid_0's poisson: -104.98 valid_0's quantile: 2.8167
[79] valid_0's poisson: -105.007 valid_0's quantile: 2.81268
[80] valid_0's poisson: -105.032 valid_0's quantile: 2.80729
[81] valid_0's poisson: -105.056 valid_0's quantile: 2.80438
[82] valid_0's poisson: -105.082 valid_0's quantile: 2.80192
[83] valid_0's poisson: -105.109 valid_0's quantile: 2.79741
[84] valid_0's poisson: -105.132 valid_0's quantile: 2.79284
[85] valid_0's poisson: -105.151 valid_0's quantile: 2.79139
[86] valid_0's poisson: -105.173 valid_0's quantile: 2.78897
[87] valid_0's poisson: -105.193 valid_0's quantile: 2.78709
[88] valid_0's poisson: -105.217 valid_0's quantile: 2.78566
[89] valid_0's poisson: -105.236 valid_0's quantile: 2.78359
[90] valid_0's poisson: -105.253 valid_0's quantile: 2.78197
[91] valid_0's poisson: -105.272 valid_0's quantile: 2.78059
[92] valid_0's poisson: -105.289 valid_0's quantile: 2.77797
[93] valid_0's poisson: -105.315 valid_0's quantile: 2.77557
[94] valid_0's poisson: -105.333 valid_0's quantile: 2.77333
[95] valid_0's poisson: -105.349 valid_0's quantile: 2.77203
[96] valid_0's poisson: -105.37 valid_0's quantile: 2.77028
[97] valid_0's poisson: -105.384 valid_0's quantile: 2.76932
[98] valid_0's poisson: -105.409 valid_0's quantile: 2.76679
[99] valid_0's poisson: -105.423 valid_0's quantile: 2.76408
[100] valid_0's poisson: -105.438 valid_0's quantile: 2.76055
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=10, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -65.3057 valid_0's quantile: 10.9323
[2] valid_0's poisson: -67.6233 valid_0's quantile: 10.2689
[3] valid_0's poisson: -69.7116 valid_0's quantile: 9.67189
[4] valid_0's poisson: -71.6513 valid_0's quantile: 9.13997
[5] valid_0's poisson: -73.5544 valid_0's quantile: 8.6451
[6] valid_0's poisson: -75.3281 valid_0's quantile: 8.19868
[7] valid_0's poisson: -77.0051 valid_0's quantile: 7.79425
[8] valid_0's poisson: -78.5767 valid_0's quantile: 7.41416
[9] valid_0's poisson: -79.9631 valid_0's quantile: 7.08405
[10] valid_0's poisson: -81.3413 valid_0's quantile: 6.76682
[11] valid_0's poisson: -82.6258 valid_0's quantile: 6.48382
[12] valid_0's poisson: -83.845 valid_0's quantile: 6.22692
[13] valid_0's poisson: -84.9589 valid_0's quantile: 5.99762
[14] valid_0's poisson: -86.002 valid_0's quantile: 5.78869
[15] valid_0's poisson: -87.0655 valid_0's quantile: 5.57411
[16] valid_0's poisson: -88.0413 valid_0's quantile: 5.39222
[17] valid_0's poisson: -88.9632 valid_0's quantile: 5.22193
[18] valid_0's poisson: -89.8284 valid_0's quantile: 5.06376
[19] valid_0's poisson: -90.621 valid_0's quantile: 4.92047
[20] valid_0's poisson: -91.3943 valid_0's quantile: 4.78298
[21] valid_0's poisson: -92.1054 valid_0's quantile: 4.65459
[22] valid_0's poisson: -92.7951 valid_0's quantile: 4.54084
[23] valid_0's poisson: -93.4489 valid_0's quantile: 4.43865
[24] valid_0's poisson: -94.0573 valid_0's quantile: 4.34463
[25] valid_0's poisson: -94.6375 valid_0's quantile: 4.25045
[26] valid_0's poisson: -95.1939 valid_0's quantile: 4.16409
[27] valid_0's poisson: -95.7074 valid_0's quantile: 4.08462
[28] valid_0's poisson: -96.2202 valid_0's quantile: 4.00311
[29] valid_0's poisson: -96.73 valid_0's quantile: 3.92653
[30] valid_0's poisson: -97.1788 valid_0's quantile: 3.85912
[31] valid_0's poisson: -97.6303 valid_0's quantile: 3.79042
[32] valid_0's poisson: -98.0773 valid_0's quantile: 3.72647
[33] valid_0's poisson: -98.4822 valid_0's quantile: 3.66684
[34] valid_0's poisson: -98.8641 valid_0's quantile: 3.61108
[35] valid_0's poisson: -99.235 valid_0's quantile: 3.55382
[36] valid_0's poisson: -99.5727 valid_0's quantile: 3.50616
[37] valid_0's poisson: -99.9036 valid_0's quantile: 3.46217
[38] valid_0's poisson: -100.211 valid_0's quantile: 3.41733
[39] valid_0's poisson: -100.482 valid_0's quantile: 3.38108
[40] valid_0's poisson: -100.769 valid_0's quantile: 3.34172
[41] valid_0's poisson: -101.027 valid_0's quantile: 3.30524
[42] valid_0's poisson: -101.278 valid_0's quantile: 3.26949
[43] valid_0's poisson: -101.508 valid_0's quantile: 3.24019
[44] valid_0's poisson: -101.723 valid_0's quantile: 3.20998
[45] valid_0's poisson: -101.929 valid_0's quantile: 3.18104
[46] valid_0's poisson: -102.121 valid_0's quantile: 3.15463
[47] valid_0's poisson: -102.31 valid_0's quantile: 3.12798
[48] valid_0's poisson: -102.494 valid_0's quantile: 3.1041
[49] valid_0's poisson: -102.653 valid_0's quantile: 3.08274
[50] valid_0's poisson: -102.807 valid_0's quantile: 3.0637
[51] valid_0's poisson: -102.953 valid_0's quantile: 3.04657
[52] valid_0's poisson: -103.094 valid_0's quantile: 3.02783
[53] valid_0's poisson: -103.228 valid_0's quantile: 3.00829
[54] valid_0's poisson: -103.358 valid_0's quantile: 2.9908
[55] valid_0's poisson: -103.485 valid_0's quantile: 2.97544
[56] valid_0's poisson: -103.599 valid_0's quantile: 2.95838
[57] valid_0's poisson: -103.715 valid_0's quantile: 2.94354
[58] valid_0's poisson: -103.815 valid_0's quantile: 2.92991
[59] valid_0's poisson: -103.92 valid_0's quantile: 2.91834
[60] valid_0's poisson: -104.016 valid_0's quantile: 2.90357
[61] valid_0's poisson: -104.104 valid_0's quantile: 2.89403
[62] valid_0's poisson: -104.191 valid_0's quantile: 2.88415
[63] valid_0's poisson: -104.268 valid_0's quantile: 2.87441
[64] valid_0's poisson: -104.346 valid_0's quantile: 2.8654
[65] valid_0's poisson: -104.417 valid_0's quantile: 2.85566
[66] valid_0's poisson: -104.482 valid_0's quantile: 2.84669
[67] valid_0's poisson: -104.542 valid_0's quantile: 2.83962
[68] valid_0's poisson: -104.604 valid_0's quantile: 2.83263
[69] valid_0's poisson: -104.658 valid_0's quantile: 2.82567
[70] valid_0's poisson: -104.709 valid_0's quantile: 2.81774
[71] valid_0's poisson: -104.762 valid_0's quantile: 2.81279
[72] valid_0's poisson: -104.809 valid_0's quantile: 2.80793
[73] valid_0's poisson: -104.848 valid_0's quantile: 2.80077
[74] valid_0's poisson: -104.893 valid_0's quantile: 2.79696
[75] valid_0's poisson: -104.937 valid_0's quantile: 2.7896
[76] valid_0's poisson: -104.979 valid_0's quantile: 2.78449
[77] valid_0's poisson: -105.017 valid_0's quantile: 2.77485
[78] valid_0's poisson: -105.053 valid_0's quantile: 2.76947
[79] valid_0's poisson: -105.093 valid_0's quantile: 2.76381
[80] valid_0's poisson: -105.125 valid_0's quantile: 2.75986
[81] valid_0's poisson: -105.158 valid_0's quantile: 2.75623
[82] valid_0's poisson: -105.187 valid_0's quantile: 2.74833
[83] valid_0's poisson: -105.214 valid_0's quantile: 2.74527
[84] valid_0's poisson: -105.233 valid_0's quantile: 2.73967
[85] valid_0's poisson: -105.253 valid_0's quantile: 2.73892
[86] valid_0's poisson: -105.273 valid_0's quantile: 2.73535
[87] valid_0's poisson: -105.295 valid_0's quantile: 2.73104
[88] valid_0's poisson: -105.32 valid_0's quantile: 2.72856
[89] valid_0's poisson: -105.341 valid_0's quantile: 2.72631
[90] valid_0's poisson: -105.358 valid_0's quantile: 2.72492
[91] valid_0's poisson: -105.378 valid_0's quantile: 2.7229
[92] valid_0's poisson: -105.398 valid_0's quantile: 2.7211
[93] valid_0's poisson: -105.416 valid_0's quantile: 2.71843
[94] valid_0's poisson: -105.434 valid_0's quantile: 2.71617
[95] valid_0's poisson: -105.453 valid_0's quantile: 2.71467
[96] valid_0's poisson: -105.47 valid_0's quantile: 2.71272
[97] valid_0's poisson: -105.49 valid_0's quantile: 2.71155
[98] valid_0's poisson: -105.509 valid_0's quantile: 2.71066
[99] valid_0's poisson: -105.522 valid_0's quantile: 2.70965
[100] valid_0's poisson: -105.535 valid_0's quantile: 2.70709
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=10, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -65.964 valid_0's quantile: 10.9283
[2] valid_0's poisson: -68.1822 valid_0's quantile: 10.2605
[3] valid_0's poisson: -70.2733 valid_0's quantile: 9.65879
[4] valid_0's poisson: -72.1481 valid_0's quantile: 9.13378
[5] valid_0's poisson: -73.8816 valid_0's quantile: 8.65811
[6] valid_0's poisson: -75.6331 valid_0's quantile: 8.2141
[7] valid_0's poisson: -77.2611 valid_0's quantile: 7.80356
[8] valid_0's poisson: -78.7643 valid_0's quantile: 7.43329
[9] valid_0's poisson: -80.1461 valid_0's quantile: 7.10376
[10] valid_0's poisson: -81.5106 valid_0's quantile: 6.78829
[11] valid_0's poisson: -82.7499 valid_0's quantile: 6.50317
[12] valid_0's poisson: -83.9287 valid_0's quantile: 6.24973
[13] valid_0's poisson: -85.0353 valid_0's quantile: 6.02107
[14] valid_0's poisson: -86.0721 valid_0's quantile: 5.80941
[15] valid_0's poisson: -87.027 valid_0's quantile: 5.60978
[16] valid_0's poisson: -87.9973 valid_0's quantile: 5.43232
[17] valid_0's poisson: -88.9093 valid_0's quantile: 5.26726
[18] valid_0's poisson: -89.7481 valid_0's quantile: 5.11604
[19] valid_0's poisson: -90.5467 valid_0's quantile: 4.96959
[20] valid_0's poisson: -91.3148 valid_0's quantile: 4.84053
[21] valid_0's poisson: -92.0404 valid_0's quantile: 4.71721
[22] valid_0's poisson: -92.7292 valid_0's quantile: 4.60562
[23] valid_0's poisson: -93.3755 valid_0's quantile: 4.49797
[24] valid_0's poisson: -93.9948 valid_0's quantile: 4.39234
[25] valid_0's poisson: -94.5911 valid_0's quantile: 4.28907
[26] valid_0's poisson: -95.1345 valid_0's quantile: 4.20156
[27] valid_0's poisson: -95.6501 valid_0's quantile: 4.1144
[28] valid_0's poisson: -96.1576 valid_0's quantile: 4.03355
[29] valid_0's poisson: -96.6172 valid_0's quantile: 3.96037
[30] valid_0's poisson: -97.072 valid_0's quantile: 3.89104
[31] valid_0's poisson: -97.4921 valid_0's quantile: 3.82644
[32] valid_0's poisson: -97.915 valid_0's quantile: 3.765
[33] valid_0's poisson: -98.308 valid_0's quantile: 3.70723
[34] valid_0's poisson: -98.7091 valid_0's quantile: 3.64926
[35] valid_0's poisson: -99.0842 valid_0's quantile: 3.59424
[36] valid_0's poisson: -99.4488 valid_0's quantile: 3.543
[37] valid_0's poisson: -99.768 valid_0's quantile: 3.50029
[38] valid_0's poisson: -100.072 valid_0's quantile: 3.45822
[39] valid_0's poisson: -100.377 valid_0's quantile: 3.41753
[40] valid_0's poisson: -100.662 valid_0's quantile: 3.37987
[41] valid_0's poisson: -100.922 valid_0's quantile: 3.34531
[42] valid_0's poisson: -101.178 valid_0's quantile: 3.31283
[43] valid_0's poisson: -101.414 valid_0's quantile: 3.27569
[44] valid_0's poisson: -101.637 valid_0's quantile: 3.24774
[45] valid_0's poisson: -101.849 valid_0's quantile: 3.21704
[46] valid_0's poisson: -102.039 valid_0's quantile: 3.19095
[47] valid_0's poisson: -102.217 valid_0's quantile: 3.16405
[48] valid_0's poisson: -102.39 valid_0's quantile: 3.13904
[49] valid_0's poisson: -102.554 valid_0's quantile: 3.11566
[50] valid_0's poisson: -102.721 valid_0's quantile: 3.09547
[51] valid_0's poisson: -102.875 valid_0's quantile: 3.0758
[52] valid_0's poisson: -103.044 valid_0's quantile: 3.05561
[53] valid_0's poisson: -103.185 valid_0's quantile: 3.02655
[54] valid_0's poisson: -103.333 valid_0's quantile: 3.01052
[55] valid_0's poisson: -103.446 valid_0's quantile: 2.99429
[56] valid_0's poisson: -103.562 valid_0's quantile: 2.97801
[57] valid_0's poisson: -103.675 valid_0's quantile: 2.9638
[58] valid_0's poisson: -103.79 valid_0's quantile: 2.94996
[59] valid_0's poisson: -103.89 valid_0's quantile: 2.93908
[60] valid_0's poisson: -103.982 valid_0's quantile: 2.92603
[61] valid_0's poisson: -104.064 valid_0's quantile: 2.91019
[62] valid_0's poisson: -104.143 valid_0's quantile: 2.8992
[63] valid_0's poisson: -104.224 valid_0's quantile: 2.8896
[64] valid_0's poisson: -104.294 valid_0's quantile: 2.87759
[65] valid_0's poisson: -104.369 valid_0's quantile: 2.8675
[66] valid_0's poisson: -104.441 valid_0's quantile: 2.85904
[67] valid_0's poisson: -104.494 valid_0's quantile: 2.84784
[68] valid_0's poisson: -104.556 valid_0's quantile: 2.84058
[69] valid_0's poisson: -104.611 valid_0's quantile: 2.83434
[70] valid_0's poisson: -104.661 valid_0's quantile: 2.82867
[71] valid_0's poisson: -104.711 valid_0's quantile: 2.82254
[72] valid_0's poisson: -104.746 valid_0's quantile: 2.81487
[73] valid_0's poisson: -104.795 valid_0's quantile: 2.8102
[74] valid_0's poisson: -104.841 valid_0's quantile: 2.8056
[75] valid_0's poisson: -104.881 valid_0's quantile: 2.80185
[76] valid_0's poisson: -104.913 valid_0's quantile: 2.79447
[77] valid_0's poisson: -104.945 valid_0's quantile: 2.79127
[78] valid_0's poisson: -104.983 valid_0's quantile: 2.78708
[79] valid_0's poisson: -105.014 valid_0's quantile: 2.78445
[80] valid_0's poisson: -105.046 valid_0's quantile: 2.78112
[81] valid_0's poisson: -105.073 valid_0's quantile: 2.77878
[82] valid_0's poisson: -105.1 valid_0's quantile: 2.77039
[83] valid_0's poisson: -105.126 valid_0's quantile: 2.76734
[84] valid_0's poisson: -105.152 valid_0's quantile: 2.76354
[85] valid_0's poisson: -105.184 valid_0's quantile: 2.76027
[86] valid_0's poisson: -105.21 valid_0's quantile: 2.75344
[87] valid_0's poisson: -105.234 valid_0's quantile: 2.75147
[88] valid_0's poisson: -105.25 valid_0's quantile: 2.7484
[89] valid_0's poisson: -105.276 valid_0's quantile: 2.7435
[90] valid_0's poisson: -105.29 valid_0's quantile: 2.74235
[91] valid_0's poisson: -105.309 valid_0's quantile: 2.73992
[92] valid_0's poisson: -105.328 valid_0's quantile: 2.73787
[93] valid_0's poisson: -105.342 valid_0's quantile: 2.73607
[94] valid_0's poisson: -105.357 valid_0's quantile: 2.7343
[95] valid_0's poisson: -105.353 valid_0's quantile: 2.73324
[96] valid_0's poisson: -105.364 valid_0's quantile: 2.72915
[97] valid_0's poisson: -105.38 valid_0's quantile: 2.72714
[98] valid_0's poisson: -105.395 valid_0's quantile: 2.7249
[99] valid_0's poisson: -105.408 valid_0's quantile: 2.72387
[100] valid_0's poisson: -105.418 valid_0's quantile: 2.71902
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=10, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -64.7199 valid_0's quantile: 10.9527
[2] valid_0's poisson: -67.0478 valid_0's quantile: 10.2931
[3] valid_0's poisson: -69.2048 valid_0's quantile: 9.71178
[4] valid_0's poisson: -71.0867 valid_0's quantile: 9.20138
[5] valid_0's poisson: -72.7445 valid_0's quantile: 8.73883
[6] valid_0's poisson: -74.532 valid_0's quantile: 8.28234
[7] valid_0's poisson: -76.2252 valid_0's quantile: 7.87886
[8] valid_0's poisson: -77.7688 valid_0's quantile: 7.51576
[9] valid_0's poisson: -79.2852 valid_0's quantile: 7.1745
[10] valid_0's poisson: -80.7032 valid_0's quantile: 6.85896
[11] valid_0's poisson: -82.0222 valid_0's quantile: 6.56954
[12] valid_0's poisson: -83.2827 valid_0's quantile: 6.31103
[13] valid_0's poisson: -84.4331 valid_0's quantile: 6.07779
[14] valid_0's poisson: -85.5151 valid_0's quantile: 5.86445
[15] valid_0's poisson: -86.5171 valid_0's quantile: 5.67505
[16] valid_0's poisson: -87.4569 valid_0's quantile: 5.49166
[17] valid_0's poisson: -88.4259 valid_0's quantile: 5.3169
[18] valid_0's poisson: -89.331 valid_0's quantile: 5.15729
[19] valid_0's poisson: -90.178 valid_0's quantile: 5.00895
[20] valid_0's poisson: -90.9841 valid_0's quantile: 4.87705
[21] valid_0's poisson: -91.7275 valid_0's quantile: 4.74457
[22] valid_0's poisson: -92.4262 valid_0's quantile: 4.62848
[23] valid_0's poisson: -93.0822 valid_0's quantile: 4.52021
[24] valid_0's poisson: -93.7178 valid_0's quantile: 4.41865
[25] valid_0's poisson: -94.3208 valid_0's quantile: 4.31983
[26] valid_0's poisson: -94.8906 valid_0's quantile: 4.2267
[27] valid_0's poisson: -95.432 valid_0's quantile: 4.14486
[28] valid_0's poisson: -95.9365 valid_0's quantile: 4.06486
[29] valid_0's poisson: -96.4515 valid_0's quantile: 3.98627
[30] valid_0's poisson: -96.9312 valid_0's quantile: 3.91588
[31] valid_0's poisson: -97.377 valid_0's quantile: 3.84648
[32] valid_0's poisson: -97.8191 valid_0's quantile: 3.78253
[33] valid_0's poisson: -98.2303 valid_0's quantile: 3.7232
[34] valid_0's poisson: -98.6232 valid_0's quantile: 3.67014
[35] valid_0's poisson: -98.9852 valid_0's quantile: 3.62145
[36] valid_0's poisson: -99.3472 valid_0's quantile: 3.57187
[37] valid_0's poisson: -99.6678 valid_0's quantile: 3.52555
[38] valid_0's poisson: -99.9779 valid_0's quantile: 3.48409
[39] valid_0's poisson: -100.277 valid_0's quantile: 3.44496
[40] valid_0's poisson: -100.568 valid_0's quantile: 3.40195
[41] valid_0's poisson: -100.837 valid_0's quantile: 3.36337
[42] valid_0's poisson: -101.071 valid_0's quantile: 3.3324
[43] valid_0's poisson: -101.297 valid_0's quantile: 3.30347
[44] valid_0's poisson: -101.521 valid_0's quantile: 3.26386
[45] valid_0's poisson: -101.727 valid_0's quantile: 3.23642
[46] valid_0's poisson: -101.922 valid_0's quantile: 3.20991
[47] valid_0's poisson: -102.094 valid_0's quantile: 3.18643
[48] valid_0's poisson: -102.267 valid_0's quantile: 3.16141
[49] valid_0's poisson: -102.434 valid_0's quantile: 3.13864
[50] valid_0's poisson: -102.594 valid_0's quantile: 3.11377
[51] valid_0's poisson: -102.757 valid_0's quantile: 3.08906
[52] valid_0's poisson: -102.912 valid_0's quantile: 3.07164
[53] valid_0's poisson: -103.052 valid_0's quantile: 3.05137
[54] valid_0's poisson: -103.191 valid_0's quantile: 3.03503
[55] valid_0's poisson: -103.323 valid_0's quantile: 3.01575
[56] valid_0's poisson: -103.446 valid_0's quantile: 3.00053
[57] valid_0's poisson: -103.563 valid_0's quantile: 2.98636
[58] valid_0's poisson: -103.669 valid_0's quantile: 2.96987
[59] valid_0's poisson: -103.775 valid_0's quantile: 2.95666
[60] valid_0's poisson: -103.879 valid_0's quantile: 2.94532
[61] valid_0's poisson: -103.97 valid_0's quantile: 2.93563
[62] valid_0's poisson: -104.055 valid_0's quantile: 2.92551
[63] valid_0's poisson: -104.138 valid_0's quantile: 2.90893
[64] valid_0's poisson: -104.218 valid_0's quantile: 2.89938
[65] valid_0's poisson: -104.293 valid_0's quantile: 2.88839
[66] valid_0's poisson: -104.37 valid_0's quantile: 2.87124
[67] valid_0's poisson: -104.444 valid_0's quantile: 2.85642
[68] valid_0's poisson: -104.503 valid_0's quantile: 2.84916
[69] valid_0's poisson: -104.564 valid_0's quantile: 2.84257
[70] valid_0's poisson: -104.618 valid_0's quantile: 2.83421
[71] valid_0's poisson: -104.677 valid_0's quantile: 2.82401
[72] valid_0's poisson: -104.73 valid_0's quantile: 2.81439
[73] valid_0's poisson: -104.781 valid_0's quantile: 2.80715
[74] valid_0's poisson: -104.822 valid_0's quantile: 2.80117
[75] valid_0's poisson: -104.863 valid_0's quantile: 2.7966
[76] valid_0's poisson: -104.894 valid_0's quantile: 2.7919
[77] valid_0's poisson: -104.926 valid_0's quantile: 2.78767
[78] valid_0's poisson: -104.959 valid_0's quantile: 2.78405
[79] valid_0's poisson: -104.99 valid_0's quantile: 2.78175
[80] valid_0's poisson: -105.016 valid_0's quantile: 2.77946
[81] valid_0's poisson: -105.044 valid_0's quantile: 2.77683
[82] valid_0's poisson: -105.069 valid_0's quantile: 2.7722
[83] valid_0's poisson: -105.1 valid_0's quantile: 2.76936
[84] valid_0's poisson: -105.128 valid_0's quantile: 2.76659
[85] valid_0's poisson: -105.155 valid_0's quantile: 2.76373
[86] valid_0's poisson: -105.182 valid_0's quantile: 2.75748
[87] valid_0's poisson: -105.207 valid_0's quantile: 2.75482
[88] valid_0's poisson: -105.231 valid_0's quantile: 2.74204
[89] valid_0's poisson: -105.259 valid_0's quantile: 2.73912
[90] valid_0's poisson: -105.28 valid_0's quantile: 2.73752
[91] valid_0's poisson: -105.302 valid_0's quantile: 2.73459
[92] valid_0's poisson: -105.323 valid_0's quantile: 2.73263
[93] valid_0's poisson: -105.344 valid_0's quantile: 2.73079
[94] valid_0's poisson: -105.362 valid_0's quantile: 2.7286
[95] valid_0's poisson: -105.384 valid_0's quantile: 2.72631
[96] valid_0's poisson: -105.403 valid_0's quantile: 2.72449
[97] valid_0's poisson: -105.422 valid_0's quantile: 2.72259
[98] valid_0's poisson: -105.441 valid_0's quantile: 2.72096
[99] valid_0's poisson: -105.457 valid_0's quantile: 2.7195
[100] valid_0's poisson: -105.472 valid_0's quantile: 2.71684
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=10, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.6214 valid_0's quantile: 11.5532
[2] valid_0's poisson: -63.123 valid_0's quantile: 11.4057
[3] valid_0's poisson: -63.6132 valid_0's quantile: 11.2609
[4] valid_0's poisson: -64.0906 valid_0's quantile: 11.121
[5] valid_0's poisson: -64.5618 valid_0's quantile: 10.984
[6] valid_0's poisson: -65.0208 valid_0's quantile: 10.8509
[7] valid_0's poisson: -65.4541 valid_0's quantile: 10.7248
[8] valid_0's poisson: -65.8726 valid_0's quantile: 10.6026
[9] valid_0's poisson: -66.2919 valid_0's quantile: 10.4823
[10] valid_0's poisson: -66.7154 valid_0's quantile: 10.3645
[11] valid_0's poisson: -67.1322 valid_0's quantile: 10.2509
[12] valid_0's poisson: -67.5225 valid_0's quantile: 10.1426
[13] valid_0's poisson: -67.8689 valid_0's quantile: 10.0411
[14] valid_0's poisson: -68.2581 valid_0's quantile: 9.93583
[15] valid_0's poisson: -68.6838 valid_0's quantile: 9.82168
[16] valid_0's poisson: -69.0606 valid_0's quantile: 9.72164
[17] valid_0's poisson: -69.4259 valid_0's quantile: 9.62497
[18] valid_0's poisson: -69.826 valid_0's quantile: 9.51877
[19] valid_0's poisson: -70.2123 valid_0's quantile: 9.4169
[20] valid_0's poisson: -70.5953 valid_0's quantile: 9.31752
[21] valid_0's poisson: -70.9724 valid_0's quantile: 9.22021
[22] valid_0's poisson: -71.3732 valid_0's quantile: 9.12237
[23] valid_0's poisson: -71.7695 valid_0's quantile: 9.02596
[24] valid_0's poisson: -72.1755 valid_0's quantile: 8.92981
[25] valid_0's poisson: -72.572 valid_0's quantile: 8.83591
[26] valid_0's poisson: -72.9618 valid_0's quantile: 8.74154
[27] valid_0's poisson: -73.3307 valid_0's quantile: 8.65346
[28] valid_0's poisson: -73.7063 valid_0's quantile: 8.56288
[29] valid_0's poisson: -74.0739 valid_0's quantile: 8.47503
[30] valid_0's poisson: -74.44 valid_0's quantile: 8.38997
[31] valid_0's poisson: -74.7943 valid_0's quantile: 8.30512
[32] valid_0's poisson: -75.1412 valid_0's quantile: 8.22317
[33] valid_0's poisson: -75.4809 valid_0's quantile: 8.14314
[34] valid_0's poisson: -75.7992 valid_0's quantile: 8.06445
[35] valid_0's poisson: -76.1109 valid_0's quantile: 7.98736
[36] valid_0's poisson: -76.4161 valid_0's quantile: 7.91216
[37] valid_0's poisson: -76.7394 valid_0's quantile: 7.8367
[38] valid_0's poisson: -77.034 valid_0's quantile: 7.76461
[39] valid_0's poisson: -77.3227 valid_0's quantile: 7.69409
[40] valid_0's poisson: -77.6054 valid_0's quantile: 7.62484
[41] valid_0's poisson: -77.8824 valid_0's quantile: 7.55805
[42] valid_0's poisson: -78.1538 valid_0's quantile: 7.49276
[43] valid_0's poisson: -78.4589 valid_0's quantile: 7.42886
[44] valid_0's poisson: -78.758 valid_0's quantile: 7.36701
[45] valid_0's poisson: -79.064 valid_0's quantile: 7.29944
[46] valid_0's poisson: -79.3641 valid_0's quantile: 7.23334
[47] valid_0's poisson: -79.6203 valid_0's quantile: 7.17398
[48] valid_0's poisson: -79.8714 valid_0's quantile: 7.11645
[49] valid_0's poisson: -80.159 valid_0's quantile: 7.05476
[50] valid_0's poisson: -80.4396 valid_0's quantile: 6.99487
[51] valid_0's poisson: -80.7131 valid_0's quantile: 6.94391
[52] valid_0's poisson: -80.9823 valid_0's quantile: 6.89509
[53] valid_0's poisson: -81.2518 valid_0's quantile: 6.83743
[54] valid_0's poisson: -81.516 valid_0's quantile: 6.78107
[55] valid_0's poisson: -81.7752 valid_0's quantile: 6.72626
[56] valid_0's poisson: -82.0294 valid_0's quantile: 6.67384
[57] valid_0's poisson: -82.2787 valid_0's quantile: 6.62359
[58] valid_0's poisson: -82.5246 valid_0's quantile: 6.57465
[59] valid_0's poisson: -82.7658 valid_0's quantile: 6.52674
[60] valid_0's poisson: -83.0112 valid_0's quantile: 6.48488
[61] valid_0's poisson: -83.2231 valid_0's quantile: 6.44091
[62] valid_0's poisson: -83.4832 valid_0's quantile: 6.39844
[63] valid_0's poisson: -83.7318 valid_0's quantile: 6.35155
[64] valid_0's poisson: -83.9756 valid_0's quantile: 6.30587
[65] valid_0's poisson: -84.2219 valid_0's quantile: 6.26691
[66] valid_0's poisson: -84.4381 valid_0's quantile: 6.22497
[67] valid_0's poisson: -84.6708 valid_0's quantile: 6.18145
[68] valid_0's poisson: -84.8992 valid_0's quantile: 6.13904
[69] valid_0's poisson: -85.1423 valid_0's quantile: 6.10252
[70] valid_0's poisson: -85.3724 valid_0's quantile: 6.06591
[71] valid_0's poisson: -85.6066 valid_0's quantile: 6.03064
[72] valid_0's poisson: -85.804 valid_0's quantile: 5.99269
[73] valid_0's poisson: -86.0315 valid_0's quantile: 5.95872
[74] valid_0's poisson: -86.2225 valid_0's quantile: 5.92218
[75] valid_0's poisson: -86.4284 valid_0's quantile: 5.88513
[76] valid_0's poisson: -86.6508 valid_0's quantile: 5.85268
[77] valid_0's poisson: -86.8608 valid_0's quantile: 5.82007
[78] valid_0's poisson: -87.0592 valid_0's quantile: 5.78451
[79] valid_0's poisson: -87.2673 valid_0's quantile: 5.75399
[80] valid_0's poisson: -87.443 valid_0's quantile: 5.72052
[81] valid_0's poisson: -87.6398 valid_0's quantile: 5.68906
[82] valid_0's poisson: -87.8072 valid_0's quantile: 5.65669
[83] valid_0's poisson: -87.9988 valid_0's quantile: 5.62713
[84] valid_0's poisson: -88.1782 valid_0's quantile: 5.59663
[85] valid_0's poisson: -88.3642 valid_0's quantile: 5.56436
[86] valid_0's poisson: -88.5464 valid_0's quantile: 5.53205
[87] valid_0's poisson: -88.7337 valid_0's quantile: 5.50457
[88] valid_0's poisson: -88.8998 valid_0's quantile: 5.474
[89] valid_0's poisson: -89.071 valid_0's quantile: 5.44367
[90] valid_0's poisson: -89.2411 valid_0's quantile: 5.41371
[91] valid_0's poisson: -89.4195 valid_0's quantile: 5.38817
[92] valid_0's poisson: -89.5804 valid_0's quantile: 5.35923
[93] valid_0's poisson: -89.742 valid_0's quantile: 5.33123
[94] valid_0's poisson: -89.9006 valid_0's quantile: 5.30391
[95] valid_0's poisson: -90.0656 valid_0's quantile: 5.28035
[96] valid_0's poisson: -90.2177 valid_0's quantile: 5.25647
[97] valid_0's poisson: -90.379 valid_0's quantile: 5.23377
[98] valid_0's poisson: -90.5245 valid_0's quantile: 5.20849
[99] valid_0's poisson: -90.679 valid_0's quantile: 5.18658
[100] valid_0's poisson: -90.8231 valid_0's quantile: 5.16189
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.6293 valid_0's quantile: 11.5529
[2] valid_0's poisson: -63.0843 valid_0's quantile: 11.4122
[3] valid_0's poisson: -63.5934 valid_0's quantile: 11.2658
[4] valid_0's poisson: -64.0889 valid_0's quantile: 11.124
[5] valid_0's poisson: -64.5716 valid_0's quantile: 10.9863
[6] valid_0's poisson: -65.0419 valid_0's quantile: 10.8525
[7] valid_0's poisson: -65.4839 valid_0's quantile: 10.7262
[8] valid_0's poisson: -65.8778 valid_0's quantile: 10.6084
[9] valid_0's poisson: -66.3012 valid_0's quantile: 10.4889
[10] valid_0's poisson: -66.7336 valid_0's quantile: 10.3708
[11] valid_0's poisson: -67.1396 valid_0's quantile: 10.2598
[12] valid_0's poisson: -67.5532 valid_0's quantile: 10.149
[13] valid_0's poisson: -67.9633 valid_0's quantile: 10.0402
[14] valid_0's poisson: -68.362 valid_0's quantile: 9.93448
[15] valid_0's poisson: -68.7907 valid_0's quantile: 9.81753
[16] valid_0's poisson: -69.1657 valid_0's quantile: 9.70923
[17] valid_0's poisson: -69.5746 valid_0's quantile: 9.59934
[18] valid_0's poisson: -69.9738 valid_0's quantile: 9.49374
[19] valid_0's poisson: -70.364 valid_0's quantile: 9.39199
[20] valid_0's poisson: -70.7452 valid_0's quantile: 9.29288
[21] valid_0's poisson: -71.128 valid_0's quantile: 9.19366
[22] valid_0's poisson: -71.502 valid_0's quantile: 9.09686
[23] valid_0's poisson: -71.9141 valid_0's quantile: 8.99718
[24] valid_0's poisson: -72.3224 valid_0's quantile: 8.89786
[25] valid_0's poisson: -72.7222 valid_0's quantile: 8.7982
[26] valid_0's poisson: -73.1132 valid_0's quantile: 8.70095
[27] valid_0's poisson: -73.4956 valid_0's quantile: 8.6072
[28] valid_0's poisson: -73.8698 valid_0's quantile: 8.51604
[29] valid_0's poisson: -74.2337 valid_0's quantile: 8.42715
[30] valid_0's poisson: -74.5899 valid_0's quantile: 8.33979
[31] valid_0's poisson: -74.939 valid_0's quantile: 8.25664
[32] valid_0's poisson: -75.271 valid_0's quantile: 8.17978
[33] valid_0's poisson: -75.6134 valid_0's quantile: 8.10537
[34] valid_0's poisson: -75.953 valid_0's quantile: 8.02566
[35] valid_0's poisson: -76.2533 valid_0's quantile: 7.95084
[36] valid_0's poisson: -76.5804 valid_0's quantile: 7.87529
[37] valid_0's poisson: -76.8929 valid_0's quantile: 7.79863
[38] valid_0's poisson: -77.2103 valid_0's quantile: 7.72375
[39] valid_0's poisson: -77.5194 valid_0's quantile: 7.65194
[40] valid_0's poisson: -77.8162 valid_0's quantile: 7.58011
[41] valid_0's poisson: -78.1203 valid_0's quantile: 7.51519
[42] valid_0's poisson: -78.4073 valid_0's quantile: 7.44571
[43] valid_0's poisson: -78.6728 valid_0's quantile: 7.38108
[44] valid_0's poisson: -78.9262 valid_0's quantile: 7.31917
[45] valid_0's poisson: -79.2225 valid_0's quantile: 7.25316
[46] valid_0's poisson: -79.4918 valid_0's quantile: 7.18973
[47] valid_0's poisson: -79.7556 valid_0's quantile: 7.12831
[48] valid_0's poisson: -80.0141 valid_0's quantile: 7.06817
[49] valid_0's poisson: -80.2979 valid_0's quantile: 7.00708
[50] valid_0's poisson: -80.5679 valid_0's quantile: 6.95265
[51] valid_0's poisson: -80.8412 valid_0's quantile: 6.89437
[52] valid_0's poisson: -81.1093 valid_0's quantile: 6.83741
[53] valid_0's poisson: -81.3823 valid_0's quantile: 6.78794
[54] valid_0's poisson: -81.6399 valid_0's quantile: 6.73468
[55] valid_0's poisson: -81.9051 valid_0's quantile: 6.68738
[56] valid_0's poisson: -82.1549 valid_0's quantile: 6.63667
[57] valid_0's poisson: -82.4184 valid_0's quantile: 6.58553
[58] valid_0's poisson: -82.6607 valid_0's quantile: 6.53551
[59] valid_0's poisson: -82.9292 valid_0's quantile: 6.49051
[60] valid_0's poisson: -83.1626 valid_0's quantile: 6.44312
[61] valid_0's poisson: -83.4326 valid_0's quantile: 6.39893
[62] valid_0's poisson: -83.6802 valid_0's quantile: 6.35281
[63] valid_0's poisson: -83.9232 valid_0's quantile: 6.30767
[64] valid_0's poisson: -84.1679 valid_0's quantile: 6.26887
[65] valid_0's poisson: -84.3995 valid_0's quantile: 6.22521
[66] valid_0's poisson: -84.6267 valid_0's quantile: 6.18286
[67] valid_0's poisson: -84.8368 valid_0's quantile: 6.14195
[68] valid_0's poisson: -85.044 valid_0's quantile: 6.10108
[69] valid_0's poisson: -85.2835 valid_0's quantile: 6.06429
[70] valid_0's poisson: -85.484 valid_0's quantile: 6.02543
[71] valid_0's poisson: -85.7165 valid_0's quantile: 5.99088
[72] valid_0's poisson: -85.9372 valid_0's quantile: 5.95531
[73] valid_0's poisson: -86.1448 valid_0's quantile: 5.91873
[74] valid_0's poisson: -86.3673 valid_0's quantile: 5.88406
[75] valid_0's poisson: -86.552 valid_0's quantile: 5.84839
[76] valid_0's poisson: -86.7673 valid_0's quantile: 5.81496
[77] valid_0's poisson: -86.9837 valid_0's quantile: 5.78299
[78] valid_0's poisson: -87.1964 valid_0's quantile: 5.7528
[79] valid_0's poisson: -87.3847 valid_0's quantile: 5.71966
[80] valid_0's poisson: -87.572 valid_0's quantile: 5.68978
[81] valid_0's poisson: -87.7706 valid_0's quantile: 5.66147
[82] valid_0's poisson: -87.9416 valid_0's quantile: 5.63049
[83] valid_0's poisson: -88.117 valid_0's quantile: 5.6005
[84] valid_0's poisson: -88.3118 valid_0's quantile: 5.57272
[85] valid_0's poisson: -88.4863 valid_0's quantile: 5.54254
[86] valid_0's poisson: -88.6717 valid_0's quantile: 5.51544
[87] valid_0's poisson: -88.8275 valid_0's quantile: 5.48452
[88] valid_0's poisson: -88.9941 valid_0's quantile: 5.45572
[89] valid_0's poisson: -89.1711 valid_0's quantile: 5.42992
[90] valid_0's poisson: -89.3199 valid_0's quantile: 5.40031
[91] valid_0's poisson: -89.4809 valid_0's quantile: 5.37216
[92] valid_0's poisson: -89.6423 valid_0's quantile: 5.34421
[93] valid_0's poisson: -89.8087 valid_0's quantile: 5.31624
[94] valid_0's poisson: -89.9752 valid_0's quantile: 5.29139
[95] valid_0's poisson: -90.1331 valid_0's quantile: 5.26445
[96] valid_0's poisson: -90.2917 valid_0's quantile: 5.23874
[97] valid_0's poisson: -90.4468 valid_0's quantile: 5.2153
[98] valid_0's poisson: -90.5989 valid_0's quantile: 5.1924
[99] valid_0's poisson: -90.7483 valid_0's quantile: 5.16991
[100] valid_0's poisson: -90.8995 valid_0's quantile: 5.14753
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -63.2529 valid_0's quantile: 11.5404
[2] valid_0's poisson: -63.6987 valid_0's quantile: 11.3953
[3] valid_0's poisson: -64.1874 valid_0's quantile: 11.2462
[4] valid_0's poisson: -64.6624 valid_0's quantile: 11.1019
[5] valid_0's poisson: -65.0751 valid_0's quantile: 10.9682
[6] valid_0's poisson: -65.5226 valid_0's quantile: 10.833
[7] valid_0's poisson: -65.9722 valid_0's quantile: 10.701
[8] valid_0's poisson: -66.3967 valid_0's quantile: 10.5744
[9] valid_0's poisson: -66.7738 valid_0's quantile: 10.4572
[10] valid_0's poisson: -67.1781 valid_0's quantile: 10.3383
[11] valid_0's poisson: -67.5771 valid_0's quantile: 10.2243
[12] valid_0's poisson: -67.9742 valid_0's quantile: 10.1111
[13] valid_0's poisson: -68.349 valid_0's quantile: 10.0036
[14] valid_0's poisson: -68.7174 valid_0's quantile: 9.89783
[15] valid_0's poisson: -69.0862 valid_0's quantile: 9.79345
[16] valid_0's poisson: -69.4619 valid_0's quantile: 9.69051
[17] valid_0's poisson: -69.8182 valid_0's quantile: 9.59223
[18] valid_0's poisson: -70.2137 valid_0's quantile: 9.48171
[19] valid_0's poisson: -70.5916 valid_0's quantile: 9.37545
[20] valid_0's poisson: -70.9828 valid_0's quantile: 9.27196
[21] valid_0's poisson: -71.3649 valid_0's quantile: 9.17068
[22] valid_0's poisson: -71.7224 valid_0's quantile: 9.07242
[23] valid_0's poisson: -72.0719 valid_0's quantile: 8.98489
[24] valid_0's poisson: -72.4775 valid_0's quantile: 8.88394
[25] valid_0's poisson: -72.8742 valid_0's quantile: 8.78573
[26] valid_0's poisson: -73.2652 valid_0's quantile: 8.69019
[27] valid_0's poisson: -73.6484 valid_0's quantile: 8.59652
[28] valid_0's poisson: -74.0233 valid_0's quantile: 8.50547
[29] valid_0's poisson: -74.3907 valid_0's quantile: 8.41323
[30] valid_0's poisson: -74.75 valid_0's quantile: 8.3232
[31] valid_0's poisson: -75.1016 valid_0's quantile: 8.23521
[32] valid_0's poisson: -75.442 valid_0's quantile: 8.1504
[33] valid_0's poisson: -75.7819 valid_0's quantile: 8.06801
[34] valid_0's poisson: -76.1098 valid_0's quantile: 7.98613
[35] valid_0's poisson: -76.4359 valid_0's quantile: 7.90687
[36] valid_0's poisson: -76.7534 valid_0's quantile: 7.83029
[37] valid_0's poisson: -77.0724 valid_0's quantile: 7.75458
[38] valid_0's poisson: -77.3538 valid_0's quantile: 7.68344
[39] valid_0's poisson: -77.6562 valid_0's quantile: 7.61271
[40] valid_0's poisson: -77.948 valid_0's quantile: 7.54009
[41] valid_0's poisson: -78.2428 valid_0's quantile: 7.47137
[42] valid_0's poisson: -78.5316 valid_0's quantile: 7.4045
[43] valid_0's poisson: -78.8299 valid_0's quantile: 7.33605
[44] valid_0's poisson: -79.1037 valid_0's quantile: 7.2692
[45] valid_0's poisson: -79.3922 valid_0's quantile: 7.20401
[46] valid_0's poisson: -79.6576 valid_0's quantile: 7.14067
[47] valid_0's poisson: -79.9582 valid_0's quantile: 7.08602
[48] valid_0's poisson: -80.2152 valid_0's quantile: 7.02506
[49] valid_0's poisson: -80.5059 valid_0's quantile: 6.97261
[50] valid_0's poisson: -80.7538 valid_0's quantile: 6.91445
[51] valid_0's poisson: -81.0359 valid_0's quantile: 6.86438
[52] valid_0's poisson: -81.317 valid_0's quantile: 6.80525
[53] valid_0's poisson: -81.5681 valid_0's quantile: 6.75132
[54] valid_0's poisson: -81.8403 valid_0's quantile: 6.69684
[55] valid_0's poisson: -82.1072 valid_0's quantile: 6.64383
[56] valid_0's poisson: -82.3668 valid_0's quantile: 6.59195
[57] valid_0's poisson: -82.6056 valid_0's quantile: 6.54263
[58] valid_0's poisson: -82.8597 valid_0's quantile: 6.4925
[59] valid_0's poisson: -83.1089 valid_0's quantile: 6.44407
[60] valid_0's poisson: -83.3512 valid_0's quantile: 6.39718
[61] valid_0's poisson: -83.6032 valid_0's quantile: 6.35447
[62] valid_0's poisson: -83.8589 valid_0's quantile: 6.31247
[63] valid_0's poisson: -84.1098 valid_0's quantile: 6.27136
[64] valid_0's poisson: -84.3242 valid_0's quantile: 6.22843
[65] valid_0's poisson: -84.551 valid_0's quantile: 6.18466
[66] valid_0's poisson: -84.7928 valid_0's quantile: 6.14715
[67] valid_0's poisson: -84.9951 valid_0's quantile: 6.10727
[68] valid_0's poisson: -85.2286 valid_0's quantile: 6.07081
[69] valid_0's poisson: -85.4259 valid_0's quantile: 6.03184
[70] valid_0's poisson: -85.6194 valid_0's quantile: 5.99398
[71] valid_0's poisson: -85.8424 valid_0's quantile: 5.95936
[72] valid_0's poisson: -86.0299 valid_0's quantile: 5.92287
[73] valid_0's poisson: -86.2248 valid_0's quantile: 5.88562
[74] valid_0's poisson: -86.4232 valid_0's quantile: 5.84859
[75] valid_0's poisson: -86.6342 valid_0's quantile: 5.81649
[76] valid_0's poisson: -86.8184 valid_0's quantile: 5.78382
[77] valid_0's poisson: -87.0082 valid_0's quantile: 5.74888
[78] valid_0's poisson: -87.2098 valid_0's quantile: 5.71803
[79] valid_0's poisson: -87.3924 valid_0's quantile: 5.68473
[80] valid_0's poisson: -87.5904 valid_0's quantile: 5.65489
[81] valid_0's poisson: -87.7525 valid_0's quantile: 5.62383
[82] valid_0's poisson: -87.9417 valid_0's quantile: 5.59425
[83] valid_0's poisson: -88.1209 valid_0's quantile: 5.56202
[84] valid_0's poisson: -88.276 valid_0's quantile: 5.5323
[85] valid_0's poisson: -88.4282 valid_0's quantile: 5.50359
[86] valid_0's poisson: -88.5876 valid_0's quantile: 5.47543
[87] valid_0's poisson: -88.766 valid_0's quantile: 5.44819
[88] valid_0's poisson: -88.9428 valid_0's quantile: 5.41596
[89] valid_0's poisson: -89.1083 valid_0's quantile: 5.38726
[90] valid_0's poisson: -89.2764 valid_0's quantile: 5.36176
[91] valid_0's poisson: -89.4361 valid_0's quantile: 5.33415
[92] valid_0's poisson: -89.5883 valid_0's quantile: 5.30761
[93] valid_0's poisson: -89.7431 valid_0's quantile: 5.28094
[94] valid_0's poisson: -89.9122 valid_0's quantile: 5.25737
[95] valid_0's poisson: -90.0611 valid_0's quantile: 5.23255
[96] valid_0's poisson: -90.2038 valid_0's quantile: 5.2078
[97] valid_0's poisson: -90.3617 valid_0's quantile: 5.18471
[98] valid_0's poisson: -90.521 valid_0's quantile: 5.16257
[99] valid_0's poisson: -90.6569 valid_0's quantile: 5.13856
[100] valid_0's poisson: -90.8074 valid_0's quantile: 5.1163
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -63.9306 valid_0's quantile: 11.5282
[2] valid_0's poisson: -64.425 valid_0's quantile: 11.3784
[3] valid_0's poisson: -64.9055 valid_0's quantile: 11.2321
[4] valid_0's poisson: -65.3265 valid_0's quantile: 11.096
[5] valid_0's poisson: -65.7823 valid_0's quantile: 10.9577
[6] valid_0's poisson: -66.2342 valid_0's quantile: 10.8228
[7] valid_0's poisson: -66.6742 valid_0's quantile: 10.6919
[8] valid_0's poisson: -67.095 valid_0's quantile: 10.5664
[9] valid_0's poisson: -67.5161 valid_0's quantile: 10.4436
[10] valid_0's poisson: -67.8852 valid_0's quantile: 10.3301
[11] valid_0's poisson: -68.2832 valid_0's quantile: 10.2152
[12] valid_0's poisson: -68.675 valid_0's quantile: 10.1048
[13] valid_0's poisson: -69.0573 valid_0's quantile: 9.99722
[14] valid_0's poisson: -69.4305 valid_0's quantile: 9.89254
[15] valid_0's poisson: -69.7949 valid_0's quantile: 9.79078
[16] valid_0's poisson: -70.1124 valid_0's quantile: 9.69637
[17] valid_0's poisson: -70.4647 valid_0's quantile: 9.5897
[18] valid_0's poisson: -70.8287 valid_0's quantile: 9.48241
[19] valid_0's poisson: -71.1883 valid_0's quantile: 9.37778
[20] valid_0's poisson: -71.6085 valid_0's quantile: 9.27051
[21] valid_0's poisson: -72.0026 valid_0's quantile: 9.16795
[22] valid_0's poisson: -72.4063 valid_0's quantile: 9.06508
[23] valid_0's poisson: -72.8009 valid_0's quantile: 8.96456
[24] valid_0's poisson: -73.1868 valid_0's quantile: 8.86681
[25] valid_0's poisson: -73.5572 valid_0's quantile: 8.77296
[26] valid_0's poisson: -73.9194 valid_0's quantile: 8.68153
[27] valid_0's poisson: -74.2873 valid_0's quantile: 8.59798
[28] valid_0's poisson: -74.6455 valid_0's quantile: 8.51686
[29] valid_0's poisson: -74.9927 valid_0's quantile: 8.42985
[30] valid_0's poisson: -75.331 valid_0's quantile: 8.34478
[31] valid_0's poisson: -75.6626 valid_0's quantile: 8.26
[32] valid_0's poisson: -75.987 valid_0's quantile: 8.17708
[33] valid_0's poisson: -76.3043 valid_0's quantile: 8.09561
[34] valid_0's poisson: -76.6148 valid_0's quantile: 8.01653
[35] valid_0's poisson: -76.9411 valid_0's quantile: 7.94428
[36] valid_0's poisson: -77.2602 valid_0's quantile: 7.87372
[37] valid_0's poisson: -77.5597 valid_0's quantile: 7.79937
[38] valid_0's poisson: -77.8687 valid_0's quantile: 7.73057
[39] valid_0's poisson: -78.1714 valid_0's quantile: 7.66351
[40] valid_0's poisson: -78.4762 valid_0's quantile: 7.58987
[41] valid_0's poisson: -78.7593 valid_0's quantile: 7.52094
[42] valid_0's poisson: -79.0358 valid_0's quantile: 7.45265
[43] valid_0's poisson: -79.3247 valid_0's quantile: 7.38332
[44] valid_0's poisson: -79.6078 valid_0's quantile: 7.31548
[45] valid_0's poisson: -79.8902 valid_0's quantile: 7.24907
[46] valid_0's poisson: -80.1488 valid_0's quantile: 7.18528
[47] valid_0's poisson: -80.4172 valid_0's quantile: 7.12179
[48] valid_0's poisson: -80.6678 valid_0's quantile: 7.06057
[49] valid_0's poisson: -80.9289 valid_0's quantile: 7.00591
[50] valid_0's poisson: -81.1895 valid_0's quantile: 6.94625
[51] valid_0's poisson: -81.4451 valid_0's quantile: 6.8884
[52] valid_0's poisson: -81.6948 valid_0's quantile: 6.83259
[53] valid_0's poisson: -81.9397 valid_0's quantile: 6.77895
[54] valid_0's poisson: -82.1797 valid_0's quantile: 6.72784
[55] valid_0's poisson: -82.4159 valid_0's quantile: 6.67786
[56] valid_0's poisson: -82.6668 valid_0's quantile: 6.6276
[57] valid_0's poisson: -82.9038 valid_0's quantile: 6.5777
[58] valid_0's poisson: -83.1326 valid_0's quantile: 6.53
[59] valid_0's poisson: -83.3618 valid_0's quantile: 6.48263
[60] valid_0's poisson: -83.6196 valid_0's quantile: 6.43979
[61] valid_0's poisson: -83.8398 valid_0's quantile: 6.39429
[62] valid_0's poisson: -84.0556 valid_0's quantile: 6.34996
[63] valid_0's poisson: -84.3029 valid_0's quantile: 6.30923
[64] valid_0's poisson: -84.5403 valid_0's quantile: 6.26828
[65] valid_0's poisson: -84.7796 valid_0's quantile: 6.22957
[66] valid_0's poisson: -84.9822 valid_0's quantile: 6.18809
[67] valid_0's poisson: -85.2141 valid_0's quantile: 6.15065
[68] valid_0's poisson: -85.4089 valid_0's quantile: 6.11104
[69] valid_0's poisson: -85.5999 valid_0's quantile: 6.07258
[70] valid_0's poisson: -85.8271 valid_0's quantile: 6.03664
[71] valid_0's poisson: -86.0432 valid_0's quantile: 5.99811
[72] valid_0's poisson: -86.2266 valid_0's quantile: 5.96165
[73] valid_0's poisson: -86.4463 valid_0's quantile: 5.92737
[74] valid_0's poisson: -86.6308 valid_0's quantile: 5.89245
[75] valid_0's poisson: -86.8434 valid_0's quantile: 5.85923
[76] valid_0's poisson: -87.0342 valid_0's quantile: 5.8233
[77] valid_0's poisson: -87.2213 valid_0's quantile: 5.78816
[78] valid_0's poisson: -87.4246 valid_0's quantile: 5.75661
[79] valid_0's poisson: -87.5932 valid_0's quantile: 5.72437
[80] valid_0's poisson: -87.7585 valid_0's quantile: 5.69299
[81] valid_0's poisson: -87.9251 valid_0's quantile: 5.66155
[82] valid_0's poisson: -88.0822 valid_0's quantile: 5.63113
[83] valid_0's poisson: -88.2683 valid_0's quantile: 5.60047
[84] valid_0's poisson: -88.451 valid_0's quantile: 5.57043
[85] valid_0's poisson: -88.6277 valid_0's quantile: 5.54008
[86] valid_0's poisson: -88.804 valid_0's quantile: 5.5115
[87] valid_0's poisson: -88.9727 valid_0's quantile: 5.48528
[88] valid_0's poisson: -89.1361 valid_0's quantile: 5.45605
[89] valid_0's poisson: -89.3051 valid_0's quantile: 5.42937
[90] valid_0's poisson: -89.4678 valid_0's quantile: 5.40114
[91] valid_0's poisson: -89.6274 valid_0's quantile: 5.37338
[92] valid_0's poisson: -89.7703 valid_0's quantile: 5.34748
[93] valid_0's poisson: -89.9197 valid_0's quantile: 5.32106
[94] valid_0's poisson: -90.059 valid_0's quantile: 5.29562
[95] valid_0's poisson: -90.2202 valid_0's quantile: 5.27066
[96] valid_0's poisson: -90.3753 valid_0's quantile: 5.2464
[97] valid_0's poisson: -90.5256 valid_0's quantile: 5.2182
[98] valid_0's poisson: -90.6731 valid_0's quantile: 5.19046
[99] valid_0's poisson: -90.8077 valid_0's quantile: 5.16659
[100] valid_0's poisson: -90.9504 valid_0's quantile: 5.13917
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.6169 valid_0's quantile: 11.5534
[2] valid_0's poisson: -63.0597 valid_0's quantile: 11.4132
[3] valid_0's poisson: -63.4898 valid_0's quantile: 11.2763
[4] valid_0's poisson: -63.9078 valid_0's quantile: 11.144
[5] valid_0's poisson: -64.3204 valid_0's quantile: 11.0155
[6] valid_0's poisson: -64.716 valid_0's quantile: 10.8911
[7] valid_0's poisson: -65.1009 valid_0's quantile: 10.7712
[8] valid_0's poisson: -65.4818 valid_0's quantile: 10.6546
[9] valid_0's poisson: -65.9262 valid_0's quantile: 10.5319
[10] valid_0's poisson: -66.3619 valid_0's quantile: 10.4134
[11] valid_0's poisson: -66.7827 valid_0's quantile: 10.2995
[12] valid_0's poisson: -67.1982 valid_0's quantile: 10.1883
[13] valid_0's poisson: -67.6416 valid_0's quantile: 10.0662
[14] valid_0's poisson: -68.0798 valid_0's quantile: 9.94691
[15] valid_0's poisson: -68.5073 valid_0's quantile: 9.83095
[16] valid_0's poisson: -68.9116 valid_0's quantile: 9.71844
[17] valid_0's poisson: -69.3068 valid_0's quantile: 9.60974
[18] valid_0's poisson: -69.6976 valid_0's quantile: 9.50312
[19] valid_0's poisson: -70.0436 valid_0's quantile: 9.40673
[20] valid_0's poisson: -70.3876 valid_0's quantile: 9.31163
[21] valid_0's poisson: -70.7776 valid_0's quantile: 9.21103
[22] valid_0's poisson: -71.1389 valid_0's quantile: 9.12311
[23] valid_0's poisson: -71.5295 valid_0's quantile: 9.02564
[24] valid_0's poisson: -71.9278 valid_0's quantile: 8.92908
[25] valid_0's poisson: -72.2696 valid_0's quantile: 8.84606
[26] valid_0's poisson: -72.6534 valid_0's quantile: 8.75358
[27] valid_0's poisson: -73.0374 valid_0's quantile: 8.67063
[28] valid_0's poisson: -73.4097 valid_0's quantile: 8.58093
[29] valid_0's poisson: -73.7741 valid_0's quantile: 8.4932
[30] valid_0's poisson: -74.1152 valid_0's quantile: 8.41664
[31] valid_0's poisson: -74.465 valid_0's quantile: 8.33238
[32] valid_0's poisson: -74.8075 valid_0's quantile: 8.2499
[33] valid_0's poisson: -75.1427 valid_0's quantile: 8.16961
[34] valid_0's poisson: -75.4831 valid_0's quantile: 8.09797
[35] valid_0's poisson: -75.8092 valid_0's quantile: 8.02042
[36] valid_0's poisson: -76.1453 valid_0's quantile: 7.94896
[37] valid_0's poisson: -76.4762 valid_0's quantile: 7.87166
[38] valid_0's poisson: -76.7533 valid_0's quantile: 7.80097
[39] valid_0's poisson: -77.074 valid_0's quantile: 7.73459
[40] valid_0's poisson: -77.3831 valid_0's quantile: 7.66239
[41] valid_0's poisson: -77.678 valid_0's quantile: 7.59309
[42] valid_0's poisson: -77.9759 valid_0's quantile: 7.52372
[43] valid_0's poisson: -78.2671 valid_0's quantile: 7.46432
[44] valid_0's poisson: -78.5278 valid_0's quantile: 7.4021
[45] valid_0's poisson: -78.7913 valid_0's quantile: 7.3397
[46] valid_0's poisson: -79.0737 valid_0's quantile: 7.27734
[47] valid_0's poisson: -79.3386 valid_0's quantile: 7.2159
[48] valid_0's poisson: -79.6184 valid_0's quantile: 7.1543
[49] valid_0's poisson: -79.8747 valid_0's quantile: 7.09568
[50] valid_0's poisson: -80.1534 valid_0's quantile: 7.03581
[51] valid_0's poisson: -80.4267 valid_0's quantile: 6.97752
[52] valid_0's poisson: -80.6948 valid_0's quantile: 6.92093
[53] valid_0's poisson: -80.9571 valid_0's quantile: 6.86711
[54] valid_0's poisson: -81.2143 valid_0's quantile: 6.81508
[55] valid_0's poisson: -81.4667 valid_0's quantile: 6.76445
[56] valid_0's poisson: -81.7166 valid_0's quantile: 6.7142
[57] valid_0's poisson: -81.9623 valid_0's quantile: 6.66489
[58] valid_0's poisson: -82.2229 valid_0's quantile: 6.61504
[59] valid_0's poisson: -82.4787 valid_0's quantile: 6.56628
[60] valid_0's poisson: -82.7431 valid_0's quantile: 6.52131
[61] valid_0's poisson: -82.9735 valid_0's quantile: 6.47607
[62] valid_0's poisson: -83.1993 valid_0's quantile: 6.43179
[63] valid_0's poisson: -83.4489 valid_0's quantile: 6.39024
[64] valid_0's poisson: -83.6512 valid_0's quantile: 6.3488
[65] valid_0's poisson: -83.8805 valid_0's quantile: 6.31005
[66] valid_0's poisson: -84.0976 valid_0's quantile: 6.26833
[67] valid_0's poisson: -84.3107 valid_0's quantile: 6.22775
[68] valid_0's poisson: -84.556 valid_0's quantile: 6.1885
[69] valid_0's poisson: -84.758 valid_0's quantile: 6.14913
[70] valid_0's poisson: -84.9561 valid_0's quantile: 6.11066
[71] valid_0's poisson: -85.191 valid_0's quantile: 6.07331
[72] valid_0's poisson: -85.4188 valid_0's quantile: 6.03303
[73] valid_0's poisson: -85.6154 valid_0's quantile: 5.99656
[74] valid_0's poisson: -85.8182 valid_0's quantile: 5.96006
[75] valid_0's poisson: -86.04 valid_0's quantile: 5.92582
[76] valid_0's poisson: -86.2365 valid_0's quantile: 5.89032
[77] valid_0's poisson: -86.4486 valid_0's quantile: 5.85274
[78] valid_0's poisson: -86.6593 valid_0's quantile: 5.82059
[79] valid_0's poisson: -86.8602 valid_0's quantile: 5.78481
[80] valid_0's poisson: -87.0621 valid_0's quantile: 5.75442
[81] valid_0's poisson: -87.2323 valid_0's quantile: 5.72251
[82] valid_0's poisson: -87.435 valid_0's quantile: 5.69186
[83] valid_0's poisson: -87.6201 valid_0's quantile: 5.66046
[84] valid_0's poisson: -87.8158 valid_0's quantile: 5.63087
[85] valid_0's poisson: -87.9757 valid_0's quantile: 5.60119
[86] valid_0's poisson: -88.1326 valid_0's quantile: 5.57197
[87] valid_0's poisson: -88.3206 valid_0's quantile: 5.54383
[88] valid_0's poisson: -88.4722 valid_0's quantile: 5.51577
[89] valid_0's poisson: -88.6432 valid_0's quantile: 5.48774
[90] valid_0's poisson: -88.8085 valid_0's quantile: 5.46111
[91] valid_0's poisson: -88.9544 valid_0's quantile: 5.43473
[92] valid_0's poisson: -89.1246 valid_0's quantile: 5.40655
[93] valid_0's poisson: -89.2881 valid_0's quantile: 5.38224
[94] valid_0's poisson: -89.4574 valid_0's quantile: 5.35599
[95] valid_0's poisson: -89.6195 valid_0's quantile: 5.32792
[96] valid_0's poisson: -89.7545 valid_0's quantile: 5.30321
[97] valid_0's poisson: -89.8945 valid_0's quantile: 5.27938
[98] valid_0's poisson: -90.0482 valid_0's quantile: 5.25389
[99] valid_0's poisson: -90.2019 valid_0's quantile: 5.22854
[100] valid_0's poisson: -90.3575 valid_0's quantile: 5.20512
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.7409 valid_0's quantile: 11.5319
[2] valid_0's poisson: -63.2936 valid_0's quantile: 11.3707
[3] valid_0's poisson: -63.8317 valid_0's quantile: 11.2135
[4] valid_0's poisson: -64.3894 valid_0's quantile: 11.0555
[5] valid_0's poisson: -64.8936 valid_0's quantile: 10.9071
[6] valid_0's poisson: -65.4059 valid_0's quantile: 10.7582
[7] valid_0's poisson: -65.9046 valid_0's quantile: 10.6138
[8] valid_0's poisson: -66.4127 valid_0's quantile: 10.4723
[9] valid_0's poisson: -66.9019 valid_0's quantile: 10.3356
[10] valid_0's poisson: -67.3518 valid_0's quantile: 10.2082
[11] valid_0's poisson: -67.7981 valid_0's quantile: 10.0847
[12] valid_0's poisson: -68.2618 valid_0's quantile: 9.96156
[13] valid_0's poisson: -68.7376 valid_0's quantile: 9.83664
[14] valid_0's poisson: -69.183 valid_0's quantile: 9.71851
[15] valid_0's poisson: -69.6403 valid_0's quantile: 9.6007
[16] valid_0's poisson: -70.0792 valid_0's quantile: 9.48662
[17] valid_0's poisson: -70.5139 valid_0's quantile: 9.37522
[18] valid_0's poisson: -70.928 valid_0's quantile: 9.26416
[19] valid_0's poisson: -71.3642 valid_0's quantile: 9.15084
[20] valid_0's poisson: -71.7741 valid_0's quantile: 9.04496
[21] valid_0's poisson: -72.1777 valid_0's quantile: 8.94155
[22] valid_0's poisson: -72.6066 valid_0's quantile: 8.83257
[23] valid_0's poisson: -73.0286 valid_0's quantile: 8.72658
[24] valid_0's poisson: -73.4271 valid_0's quantile: 8.62687
[25] valid_0's poisson: -73.8181 valid_0's quantile: 8.52954
[26] valid_0's poisson: -74.2135 valid_0's quantile: 8.43058
[27] valid_0's poisson: -74.5911 valid_0's quantile: 8.33757
[28] valid_0's poisson: -74.9609 valid_0's quantile: 8.24657
[29] valid_0's poisson: -75.343 valid_0's quantile: 8.15488
[30] valid_0's poisson: -75.7376 valid_0's quantile: 8.06124
[31] valid_0's poisson: -76.1262 valid_0's quantile: 7.96948
[32] valid_0's poisson: -76.5053 valid_0's quantile: 7.88008
[33] valid_0's poisson: -76.8539 valid_0's quantile: 7.79585
[34] valid_0's poisson: -77.2154 valid_0's quantile: 7.70988
[35] valid_0's poisson: -77.5712 valid_0's quantile: 7.62585
[36] valid_0's poisson: -77.9007 valid_0's quantile: 7.54845
[37] valid_0's poisson: -78.2443 valid_0's quantile: 7.46953
[38] valid_0's poisson: -78.5556 valid_0's quantile: 7.3948
[39] valid_0's poisson: -78.8925 valid_0's quantile: 7.31749
[40] valid_0's poisson: -79.2032 valid_0's quantile: 7.24374
[41] valid_0's poisson: -79.5242 valid_0's quantile: 7.17071
[42] valid_0's poisson: -79.8208 valid_0's quantile: 7.1015
[43] valid_0's poisson: -80.1345 valid_0's quantile: 7.03124
[44] valid_0's poisson: -80.4413 valid_0's quantile: 6.9633
[45] valid_0's poisson: -80.737 valid_0's quantile: 6.89809
[46] valid_0's poisson: -81.0324 valid_0's quantile: 6.83365
[47] valid_0's poisson: -81.3196 valid_0's quantile: 6.77194
[48] valid_0's poisson: -81.5995 valid_0's quantile: 6.71144
[49] valid_0's poisson: -81.8801 valid_0's quantile: 6.6535
[50] valid_0's poisson: -82.1524 valid_0's quantile: 6.59739
[51] valid_0's poisson: -82.4058 valid_0's quantile: 6.54396
[52] valid_0's poisson: -82.6602 valid_0's quantile: 6.49033
[53] valid_0's poisson: -82.9106 valid_0's quantile: 6.43827
[54] valid_0's poisson: -83.1697 valid_0's quantile: 6.38543
[55] valid_0's poisson: -83.4169 valid_0's quantile: 6.33424
[56] valid_0's poisson: -83.6594 valid_0's quantile: 6.28402
[57] valid_0's poisson: -83.8973 valid_0's quantile: 6.23499
[58] valid_0's poisson: -84.1392 valid_0's quantile: 6.18619
[59] valid_0's poisson: -84.358 valid_0's quantile: 6.14107
[60] valid_0's poisson: -84.586 valid_0's quantile: 6.09538
[61] valid_0's poisson: -84.8025 valid_0's quantile: 6.0528
[62] valid_0's poisson: -85.0231 valid_0's quantile: 6.00865
[63] valid_0's poisson: -85.2472 valid_0's quantile: 5.96451
[64] valid_0's poisson: -85.4485 valid_0's quantile: 5.92266
[65] valid_0's poisson: -85.6622 valid_0's quantile: 5.88018
[66] valid_0's poisson: -85.8888 valid_0's quantile: 5.83865
[67] valid_0's poisson: -86.1122 valid_0's quantile: 5.79762
[68] valid_0's poisson: -86.3211 valid_0's quantile: 5.75677
[69] valid_0's poisson: -86.519 valid_0's quantile: 5.71856
[70] valid_0's poisson: -86.7183 valid_0's quantile: 5.68087
[71] valid_0's poisson: -86.9048 valid_0's quantile: 5.64473
[72] valid_0's poisson: -87.1119 valid_0's quantile: 5.60797
[73] valid_0's poisson: -87.3108 valid_0's quantile: 5.57175
[74] valid_0's poisson: -87.5123 valid_0's quantile: 5.53632
[75] valid_0's poisson: -87.715 valid_0's quantile: 5.50167
[76] valid_0's poisson: -87.9232 valid_0's quantile: 5.46612
[77] valid_0's poisson: -88.1276 valid_0's quantile: 5.43025
[78] valid_0's poisson: -88.3269 valid_0's quantile: 5.3949
[79] valid_0's poisson: -88.5236 valid_0's quantile: 5.36155
[80] valid_0's poisson: -88.7233 valid_0's quantile: 5.32823
[81] valid_0's poisson: -88.9013 valid_0's quantile: 5.29669
[82] valid_0's poisson: -89.0878 valid_0's quantile: 5.26448
[83] valid_0's poisson: -89.2613 valid_0's quantile: 5.23379
[84] valid_0's poisson: -89.4482 valid_0's quantile: 5.2029
[85] valid_0's poisson: -89.6143 valid_0's quantile: 5.17407
[86] valid_0's poisson: -89.7683 valid_0's quantile: 5.14613
[87] valid_0's poisson: -89.9478 valid_0's quantile: 5.11756
[88] valid_0's poisson: -90.0962 valid_0's quantile: 5.09097
[89] valid_0's poisson: -90.2693 valid_0's quantile: 5.06267
[90] valid_0's poisson: -90.4192 valid_0's quantile: 5.037
[91] valid_0's poisson: -90.5878 valid_0's quantile: 5.01001
[92] valid_0's poisson: -90.75 valid_0's quantile: 4.98378
[93] valid_0's poisson: -90.9118 valid_0's quantile: 4.95776
[94] valid_0's poisson: -91.0719 valid_0's quantile: 4.93288
[95] valid_0's poisson: -91.2286 valid_0's quantile: 4.90787
[96] valid_0's poisson: -91.3823 valid_0's quantile: 4.88345
[97] valid_0's poisson: -91.5344 valid_0's quantile: 4.85964
[98] valid_0's poisson: -91.6839 valid_0's quantile: 4.83592
[99] valid_0's poisson: -91.8314 valid_0's quantile: 4.81215
[100] valid_0's poisson: -91.9763 valid_0's quantile: 4.7891
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.7671 valid_0's quantile: 11.5284
[2] valid_0's poisson: -63.3466 valid_0's quantile: 11.364
[3] valid_0's poisson: -63.9063 valid_0's quantile: 11.2039
[4] valid_0's poisson: -64.4662 valid_0's quantile: 11.0456
[5] valid_0's poisson: -65.0012 valid_0's quantile: 10.8917
[6] valid_0's poisson: -65.5201 valid_0's quantile: 10.7412
[7] valid_0's poisson: -66.0184 valid_0's quantile: 10.5963
[8] valid_0's poisson: -66.5001 valid_0's quantile: 10.4563
[9] valid_0's poisson: -66.9855 valid_0's quantile: 10.3192
[10] valid_0's poisson: -67.4551 valid_0's quantile: 10.1879
[11] valid_0's poisson: -67.9267 valid_0's quantile: 10.0597
[12] valid_0's poisson: -68.3745 valid_0's quantile: 9.93575
[13] valid_0's poisson: -68.8373 valid_0's quantile: 9.81202
[14] valid_0's poisson: -69.2773 valid_0's quantile: 9.69383
[15] valid_0's poisson: -69.7298 valid_0's quantile: 9.57549
[16] valid_0's poisson: -70.1661 valid_0's quantile: 9.45836
[17] valid_0's poisson: -70.578 valid_0's quantile: 9.34883
[18] valid_0's poisson: -70.9945 valid_0's quantile: 9.23945
[19] valid_0's poisson: -71.4086 valid_0's quantile: 9.13216
[20] valid_0's poisson: -71.8314 valid_0's quantile: 9.02335
[21] valid_0's poisson: -72.2224 valid_0's quantile: 8.92201
[22] valid_0's poisson: -72.6074 valid_0's quantile: 8.82277
[23] valid_0's poisson: -73.0399 valid_0's quantile: 8.71636
[24] valid_0's poisson: -73.4631 valid_0's quantile: 8.61211
[25] valid_0's poisson: -73.8738 valid_0's quantile: 8.51361
[26] valid_0's poisson: -74.2838 valid_0's quantile: 8.41428
[27] valid_0's poisson: -74.6769 valid_0's quantile: 8.31994
[28] valid_0's poisson: -75.0638 valid_0's quantile: 8.22738
[29] valid_0's poisson: -75.4457 valid_0's quantile: 8.13396
[30] valid_0's poisson: -75.8018 valid_0's quantile: 8.0481
[31] valid_0's poisson: -76.1598 valid_0's quantile: 7.96193
[32] valid_0's poisson: -76.5354 valid_0's quantile: 7.87199
[33] valid_0's poisson: -76.8897 valid_0's quantile: 7.78766
[34] valid_0's poisson: -77.238 valid_0's quantile: 7.70565
[35] valid_0's poisson: -77.5905 valid_0's quantile: 7.62464
[36] valid_0's poisson: -77.934 valid_0's quantile: 7.54378
[37] valid_0's poisson: -78.2707 valid_0's quantile: 7.46467
[38] valid_0's poisson: -78.6181 valid_0's quantile: 7.38412
[39] valid_0's poisson: -78.953 valid_0's quantile: 7.30619
[40] valid_0's poisson: -79.282 valid_0's quantile: 7.23112
[41] valid_0's poisson: -79.6146 valid_0's quantile: 7.15612
[42] valid_0's poisson: -79.9347 valid_0's quantile: 7.08355
[43] valid_0's poisson: -80.2464 valid_0's quantile: 7.01353
[44] valid_0's poisson: -80.5413 valid_0's quantile: 6.94771
[45] valid_0's poisson: -80.847 valid_0's quantile: 6.88001
[46] valid_0's poisson: -81.1406 valid_0's quantile: 6.81669
[47] valid_0's poisson: -81.4296 valid_0's quantile: 6.75529
[48] valid_0's poisson: -81.7138 valid_0's quantile: 6.6961
[49] valid_0's poisson: -81.9921 valid_0's quantile: 6.63796
[50] valid_0's poisson: -82.2693 valid_0's quantile: 6.58048
[51] valid_0's poisson: -82.5434 valid_0's quantile: 6.52513
[52] valid_0's poisson: -82.8123 valid_0's quantile: 6.47015
[53] valid_0's poisson: -83.0827 valid_0's quantile: 6.41574
[54] valid_0's poisson: -83.3419 valid_0's quantile: 6.36328
[55] valid_0's poisson: -83.5974 valid_0's quantile: 6.31225
[56] valid_0's poisson: -83.8505 valid_0's quantile: 6.26362
[57] valid_0's poisson: -84.0963 valid_0's quantile: 6.21469
[58] valid_0's poisson: -84.3452 valid_0's quantile: 6.16703
[59] valid_0's poisson: -84.5916 valid_0's quantile: 6.12065
[60] valid_0's poisson: -84.8323 valid_0's quantile: 6.07386
[61] valid_0's poisson: -85.0697 valid_0's quantile: 6.02937
[62] valid_0's poisson: -85.3035 valid_0's quantile: 5.98462
[63] valid_0's poisson: -85.5314 valid_0's quantile: 5.94055
[64] valid_0's poisson: -85.7601 valid_0's quantile: 5.89835
[65] valid_0's poisson: -85.9805 valid_0's quantile: 5.85633
[66] valid_0's poisson: -86.203 valid_0's quantile: 5.81563
[67] valid_0's poisson: -86.4165 valid_0's quantile: 5.77572
[68] valid_0's poisson: -86.6261 valid_0's quantile: 5.73695
[69] valid_0's poisson: -86.8353 valid_0's quantile: 5.70084
[70] valid_0's poisson: -87.0415 valid_0's quantile: 5.6649
[71] valid_0's poisson: -87.247 valid_0's quantile: 5.62833
[72] valid_0's poisson: -87.4487 valid_0's quantile: 5.59247
[73] valid_0's poisson: -87.6473 valid_0's quantile: 5.55717
[74] valid_0's poisson: -87.8371 valid_0's quantile: 5.52158
[75] valid_0's poisson: -88.0445 valid_0's quantile: 5.48615
[76] valid_0's poisson: -88.2485 valid_0's quantile: 5.45304
[77] valid_0's poisson: -88.4507 valid_0's quantile: 5.41805
[78] valid_0's poisson: -88.6359 valid_0's quantile: 5.3848
[79] valid_0's poisson: -88.8254 valid_0's quantile: 5.35137
[80] valid_0's poisson: -89.0167 valid_0's quantile: 5.32013
[81] valid_0's poisson: -89.2067 valid_0's quantile: 5.28813
[82] valid_0's poisson: -89.3921 valid_0's quantile: 5.25658
[83] valid_0's poisson: -89.5741 valid_0's quantile: 5.22618
[84] valid_0's poisson: -89.7516 valid_0's quantile: 5.19559
[85] valid_0's poisson: -89.9289 valid_0's quantile: 5.16557
[86] valid_0's poisson: -90.1003 valid_0's quantile: 5.13687
[87] valid_0's poisson: -90.2687 valid_0's quantile: 5.1077
[88] valid_0's poisson: -90.4384 valid_0's quantile: 5.08137
[89] valid_0's poisson: -90.6051 valid_0's quantile: 5.0532
[90] valid_0's poisson: -90.7686 valid_0's quantile: 5.02667
[91] valid_0's poisson: -90.9317 valid_0's quantile: 4.99985
[92] valid_0's poisson: -91.0954 valid_0's quantile: 4.97457
[93] valid_0's poisson: -91.2532 valid_0's quantile: 4.94862
[94] valid_0's poisson: -91.4068 valid_0's quantile: 4.92357
[95] valid_0's poisson: -91.5555 valid_0's quantile: 4.89806
[96] valid_0's poisson: -91.7017 valid_0's quantile: 4.87294
[97] valid_0's poisson: -91.8529 valid_0's quantile: 4.85143
[98] valid_0's poisson: -92.0019 valid_0's quantile: 4.82865
[99] valid_0's poisson: -92.1445 valid_0's quantile: 4.80562
[100] valid_0's poisson: -92.284 valid_0's quantile: 4.78173
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -63.379 valid_0's quantile: 11.5191
[2] valid_0's poisson: -63.9481 valid_0's quantile: 11.3528
[3] valid_0's poisson: -64.5031 valid_0's quantile: 11.189
[4] valid_0's poisson: -65.0429 valid_0's quantile: 11.0297
[5] valid_0's poisson: -65.5682 valid_0's quantile: 10.8733
[6] valid_0's poisson: -66.091 valid_0's quantile: 10.7177
[7] valid_0's poisson: -66.6003 valid_0's quantile: 10.5677
[8] valid_0's poisson: -67.0965 valid_0's quantile: 10.4223
[9] valid_0's poisson: -67.5723 valid_0's quantile: 10.2831
[10] valid_0's poisson: -68.0309 valid_0's quantile: 10.1514
[11] valid_0's poisson: -68.4898 valid_0's quantile: 10.0182
[12] valid_0's poisson: -68.9479 valid_0's quantile: 9.88826
[13] valid_0's poisson: -69.3858 valid_0's quantile: 9.76336
[14] valid_0's poisson: -69.8344 valid_0's quantile: 9.63947
[15] valid_0's poisson: -70.2848 valid_0's quantile: 9.51794
[16] valid_0's poisson: -70.6989 valid_0's quantile: 9.40327
[17] valid_0's poisson: -71.1124 valid_0's quantile: 9.29193
[18] valid_0's poisson: -71.5155 valid_0's quantile: 9.18178
[19] valid_0's poisson: -71.9304 valid_0's quantile: 9.07226
[20] valid_0's poisson: -72.3255 valid_0's quantile: 8.96551
[21] valid_0's poisson: -72.7206 valid_0's quantile: 8.86131
[22] valid_0's poisson: -73.0837 valid_0's quantile: 8.76304
[23] valid_0's poisson: -73.5133 valid_0's quantile: 8.65481
[24] valid_0's poisson: -73.9336 valid_0's quantile: 8.54905
[25] valid_0's poisson: -74.3483 valid_0's quantile: 8.44699
[26] valid_0's poisson: -74.7479 valid_0's quantile: 8.34893
[27] valid_0's poisson: -75.1364 valid_0's quantile: 8.25302
[28] valid_0's poisson: -75.5032 valid_0's quantile: 8.16095
[29] valid_0's poisson: -75.8801 valid_0's quantile: 8.06696
[30] valid_0's poisson: -76.247 valid_0's quantile: 7.97654
[31] valid_0's poisson: -76.6031 valid_0's quantile: 7.88995
[32] valid_0's poisson: -76.9756 valid_0's quantile: 7.80239
[33] valid_0's poisson: -77.3228 valid_0's quantile: 7.71652
[34] valid_0's poisson: -77.6736 valid_0's quantile: 7.632
[35] valid_0's poisson: -78.0174 valid_0's quantile: 7.55068
[36] valid_0's poisson: -78.3599 valid_0's quantile: 7.46849
[37] valid_0's poisson: -78.698 valid_0's quantile: 7.38839
[38] valid_0's poisson: -79.0323 valid_0's quantile: 7.31132
[39] valid_0's poisson: -79.3525 valid_0's quantile: 7.23644
[40] valid_0's poisson: -79.6725 valid_0's quantile: 7.16315
[41] valid_0's poisson: -79.9887 valid_0's quantile: 7.09056
[42] valid_0's poisson: -80.2893 valid_0's quantile: 7.02052
[43] valid_0's poisson: -80.5701 valid_0's quantile: 6.95599
[44] valid_0's poisson: -80.8586 valid_0's quantile: 6.88892
[45] valid_0's poisson: -81.1588 valid_0's quantile: 6.82086
[46] valid_0's poisson: -81.4517 valid_0's quantile: 6.75781
[47] valid_0's poisson: -81.7162 valid_0's quantile: 6.70201
[48] valid_0's poisson: -82.0002 valid_0's quantile: 6.64143
[49] valid_0's poisson: -82.2588 valid_0's quantile: 6.58699
[50] valid_0's poisson: -82.5151 valid_0's quantile: 6.53314
[51] valid_0's poisson: -82.7664 valid_0's quantile: 6.48133
[52] valid_0's poisson: -83.0131 valid_0's quantile: 6.43064
[53] valid_0's poisson: -83.2726 valid_0's quantile: 6.37625
[54] valid_0's poisson: -83.5198 valid_0's quantile: 6.32466
[55] valid_0's poisson: -83.7698 valid_0's quantile: 6.27346
[56] valid_0's poisson: -84.0167 valid_0's quantile: 6.22389
[57] valid_0's poisson: -84.2532 valid_0's quantile: 6.17698
[58] valid_0's poisson: -84.4788 valid_0's quantile: 6.13251
[59] valid_0's poisson: -84.7129 valid_0's quantile: 6.08579
[60] valid_0's poisson: -84.9414 valid_0's quantile: 6.04164
[61] valid_0's poisson: -85.1646 valid_0's quantile: 5.99644
[62] valid_0's poisson: -85.3839 valid_0's quantile: 5.95286
[63] valid_0's poisson: -85.6056 valid_0's quantile: 5.90984
[64] valid_0's poisson: -85.8256 valid_0's quantile: 5.86746
[65] valid_0's poisson: -86.0384 valid_0's quantile: 5.82655
[66] valid_0's poisson: -86.2442 valid_0's quantile: 5.78817
[67] valid_0's poisson: -86.4562 valid_0's quantile: 5.74671
[68] valid_0's poisson: -86.6784 valid_0's quantile: 5.70735
[69] valid_0's poisson: -86.8822 valid_0's quantile: 5.67005
[70] valid_0's poisson: -87.0943 valid_0's quantile: 5.6325
[71] valid_0's poisson: -87.3059 valid_0's quantile: 5.59515
[72] valid_0's poisson: -87.5005 valid_0's quantile: 5.55778
[73] valid_0's poisson: -87.6849 valid_0's quantile: 5.52454
[74] valid_0's poisson: -87.8678 valid_0's quantile: 5.48922
[75] valid_0's poisson: -88.0684 valid_0's quantile: 5.45342
[76] valid_0's poisson: -88.2514 valid_0's quantile: 5.42002
[77] valid_0's poisson: -88.4413 valid_0's quantile: 5.38697
[78] valid_0's poisson: -88.624 valid_0's quantile: 5.354
[79] valid_0's poisson: -88.8115 valid_0's quantile: 5.32048
[80] valid_0's poisson: -88.9887 valid_0's quantile: 5.289
[81] valid_0's poisson: -89.1765 valid_0's quantile: 5.2577
[82] valid_0's poisson: -89.3573 valid_0's quantile: 5.2252
[83] valid_0's poisson: -89.5444 valid_0's quantile: 5.19412
[84] valid_0's poisson: -89.7282 valid_0's quantile: 5.16431
[85] valid_0's poisson: -89.8967 valid_0's quantile: 5.13486
[86] valid_0's poisson: -90.0548 valid_0's quantile: 5.10667
[87] valid_0's poisson: -90.2298 valid_0's quantile: 5.07893
[88] valid_0's poisson: -90.3941 valid_0's quantile: 5.05274
[89] valid_0's poisson: -90.5562 valid_0's quantile: 5.02459
[90] valid_0's poisson: -90.7148 valid_0's quantile: 4.99698
[91] valid_0's poisson: -90.8705 valid_0's quantile: 4.97019
[92] valid_0's poisson: -91.0272 valid_0's quantile: 4.94455
[93] valid_0's poisson: -91.1757 valid_0's quantile: 4.91946
[94] valid_0's poisson: -91.3252 valid_0's quantile: 4.89524
[95] valid_0's poisson: -91.4754 valid_0's quantile: 4.87168
[96] valid_0's poisson: -91.6146 valid_0's quantile: 4.84868
[97] valid_0's poisson: -91.7562 valid_0's quantile: 4.82668
[98] valid_0's poisson: -91.8979 valid_0's quantile: 4.80524
[99] valid_0's poisson: -92.0366 valid_0's quantile: 4.78305
[100] valid_0's poisson: -92.1777 valid_0's quantile: 4.76217
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -63.9901 valid_0's quantile: 11.515
[2] valid_0's poisson: -64.5423 valid_0's quantile: 11.352
[3] valid_0's poisson: -65.0789 valid_0's quantile: 11.1926
[4] valid_0's poisson: -65.599 valid_0's quantile: 11.0382
[5] valid_0's poisson: -66.1311 valid_0's quantile: 10.8822
[6] valid_0's poisson: -66.644 valid_0's quantile: 10.7309
[7] valid_0's poisson: -67.1623 valid_0's quantile: 10.5788
[8] valid_0's poisson: -67.651 valid_0's quantile: 10.436
[9] valid_0's poisson: -68.1455 valid_0's quantile: 10.2924
[10] valid_0's poisson: -68.6328 valid_0's quantile: 10.1538
[11] valid_0's poisson: -69.1045 valid_0's quantile: 10.0219
[12] valid_0's poisson: -69.5694 valid_0's quantile: 9.89159
[13] valid_0's poisson: -70.0024 valid_0's quantile: 9.77066
[14] valid_0's poisson: -70.4287 valid_0's quantile: 9.65329
[15] valid_0's poisson: -70.8609 valid_0's quantile: 9.53535
[16] valid_0's poisson: -71.286 valid_0's quantile: 9.41765
[17] valid_0's poisson: -71.6964 valid_0's quantile: 9.30622
[18] valid_0's poisson: -72.0995 valid_0's quantile: 9.19741
[19] valid_0's poisson: -72.5025 valid_0's quantile: 9.0887
[20] valid_0's poisson: -72.8845 valid_0's quantile: 8.98534
[21] valid_0's poisson: -73.3059 valid_0's quantile: 8.87352
[22] valid_0's poisson: -73.7125 valid_0's quantile: 8.76998
[23] valid_0's poisson: -74.1013 valid_0's quantile: 8.67095
[24] valid_0's poisson: -74.4954 valid_0's quantile: 8.56994
[25] valid_0's poisson: -74.8807 valid_0's quantile: 8.47305
[26] valid_0's poisson: -75.2499 valid_0's quantile: 8.38044
[27] valid_0's poisson: -75.6302 valid_0's quantile: 8.28777
[28] valid_0's poisson: -76.001 valid_0's quantile: 8.19546
[29] valid_0's poisson: -76.3707 valid_0's quantile: 8.10555
[30] valid_0's poisson: -76.7328 valid_0's quantile: 8.01772
[31] valid_0's poisson: -77.083 valid_0's quantile: 7.93261
[32] valid_0's poisson: -77.4285 valid_0's quantile: 7.84729
[33] valid_0's poisson: -77.7868 valid_0's quantile: 7.75825
[34] valid_0's poisson: -78.1448 valid_0's quantile: 7.67017
[35] valid_0's poisson: -78.4633 valid_0's quantile: 7.5898
[36] valid_0's poisson: -78.7753 valid_0's quantile: 7.51221
[37] valid_0's poisson: -79.11 valid_0's quantile: 7.43543
[38] valid_0's poisson: -79.4269 valid_0's quantile: 7.3611
[39] valid_0's poisson: -79.7375 valid_0's quantile: 7.28861
[40] valid_0's poisson: -80.0486 valid_0's quantile: 7.21735
[41] valid_0's poisson: -80.3563 valid_0's quantile: 7.14527
[42] valid_0's poisson: -80.6473 valid_0's quantile: 7.07825
[43] valid_0's poisson: -80.9362 valid_0's quantile: 7.00971
[44] valid_0's poisson: -81.2325 valid_0's quantile: 6.94333
[45] valid_0's poisson: -81.5096 valid_0's quantile: 6.88021
[46] valid_0's poisson: -81.7806 valid_0's quantile: 6.8183
[47] valid_0's poisson: -82.0574 valid_0's quantile: 6.75733
[48] valid_0's poisson: -82.3339 valid_0's quantile: 6.69666
[49] valid_0's poisson: -82.6082 valid_0's quantile: 6.63803
[50] valid_0's poisson: -82.8643 valid_0's quantile: 6.58204
[51] valid_0's poisson: -83.1307 valid_0's quantile: 6.52386
[52] valid_0's poisson: -83.3839 valid_0's quantile: 6.4698
[53] valid_0's poisson: -83.6454 valid_0's quantile: 6.41337
[54] valid_0's poisson: -83.8935 valid_0's quantile: 6.36107
[55] valid_0's poisson: -84.1421 valid_0's quantile: 6.30926
[56] valid_0's poisson: -84.3808 valid_0's quantile: 6.26028
[57] valid_0's poisson: -84.6204 valid_0's quantile: 6.21161
[58] valid_0's poisson: -84.8565 valid_0's quantile: 6.16383
[59] valid_0's poisson: -85.0876 valid_0's quantile: 6.11641
[60] valid_0's poisson: -85.3166 valid_0's quantile: 6.07054
[61] valid_0's poisson: -85.5412 valid_0's quantile: 6.02549
[62] valid_0's poisson: -85.766 valid_0's quantile: 5.98111
[63] valid_0's poisson: -85.9831 valid_0's quantile: 5.93771
[64] valid_0's poisson: -86.1978 valid_0's quantile: 5.89591
[65] valid_0's poisson: -86.4019 valid_0's quantile: 5.85529
[66] valid_0's poisson: -86.6067 valid_0's quantile: 5.81511
[67] valid_0's poisson: -86.8142 valid_0's quantile: 5.77542
[68] valid_0's poisson: -87.018 valid_0's quantile: 5.73677
[69] valid_0's poisson: -87.2267 valid_0's quantile: 5.69847
[70] valid_0's poisson: -87.4357 valid_0's quantile: 5.66099
[71] valid_0's poisson: -87.6399 valid_0's quantile: 5.62483
[72] valid_0's poisson: -87.8386 valid_0's quantile: 5.58806
[73] valid_0's poisson: -88.0338 valid_0's quantile: 5.5497
[74] valid_0's poisson: -88.2255 valid_0's quantile: 5.51435
[75] valid_0's poisson: -88.4139 valid_0's quantile: 5.47955
[76] valid_0's poisson: -88.5935 valid_0's quantile: 5.44486
[77] valid_0's poisson: -88.7764 valid_0's quantile: 5.40905
[78] valid_0's poisson: -88.9612 valid_0's quantile: 5.37418
[79] valid_0's poisson: -89.1455 valid_0's quantile: 5.34088
[80] valid_0's poisson: -89.3345 valid_0's quantile: 5.30765
[81] valid_0's poisson: -89.5158 valid_0's quantile: 5.27421
[82] valid_0's poisson: -89.7009 valid_0's quantile: 5.24023
[83] valid_0's poisson: -89.8607 valid_0's quantile: 5.21076
[84] valid_0's poisson: -90.0426 valid_0's quantile: 5.18072
[85] valid_0's poisson: -90.1968 valid_0's quantile: 5.1526
[86] valid_0's poisson: -90.3695 valid_0's quantile: 5.12312
[87] valid_0's poisson: -90.5369 valid_0's quantile: 5.09495
[88] valid_0's poisson: -90.712 valid_0's quantile: 5.06526
[89] valid_0's poisson: -90.87 valid_0's quantile: 5.03806
[90] valid_0's poisson: -91.0257 valid_0's quantile: 5.01066
[91] valid_0's poisson: -91.188 valid_0's quantile: 4.9843
[92] valid_0's poisson: -91.3387 valid_0's quantile: 4.95805
[93] valid_0's poisson: -91.4908 valid_0's quantile: 4.93055
[94] valid_0's poisson: -91.6352 valid_0's quantile: 4.90686
[95] valid_0's poisson: -91.7873 valid_0's quantile: 4.88201
[96] valid_0's poisson: -91.9325 valid_0's quantile: 4.85793
[97] valid_0's poisson: -92.0776 valid_0's quantile: 4.83476
[98] valid_0's poisson: -92.2192 valid_0's quantile: 4.81026
[99] valid_0's poisson: -92.3648 valid_0's quantile: 4.78766
[100] valid_0's poisson: -92.5015 valid_0's quantile: 4.76513
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.7078 valid_0's quantile: 11.5351
[2] valid_0's poisson: -63.2431 valid_0's quantile: 11.3764
[3] valid_0's poisson: -63.8009 valid_0's quantile: 11.2156
[4] valid_0's poisson: -64.3448 valid_0's quantile: 11.0588
[5] valid_0's poisson: -64.8745 valid_0's quantile: 10.9048
[6] valid_0's poisson: -65.3843 valid_0's quantile: 10.7561
[7] valid_0's poisson: -65.8898 valid_0's quantile: 10.6103
[8] valid_0's poisson: -66.3804 valid_0's quantile: 10.4699
[9] valid_0's poisson: -66.8731 valid_0's quantile: 10.3324
[10] valid_0's poisson: -67.3538 valid_0's quantile: 10.1997
[11] valid_0's poisson: -67.8282 valid_0's quantile: 10.0711
[12] valid_0's poisson: -68.2857 valid_0's quantile: 9.94707
[13] valid_0's poisson: -68.7391 valid_0's quantile: 9.82564
[14] valid_0's poisson: -69.1796 valid_0's quantile: 9.70658
[15] valid_0's poisson: -69.6076 valid_0's quantile: 9.59216
[16] valid_0's poisson: -70.0356 valid_0's quantile: 9.47932
[17] valid_0's poisson: -70.454 valid_0's quantile: 9.36966
[18] valid_0's poisson: -70.8982 valid_0's quantile: 9.25275
[19] valid_0's poisson: -71.3163 valid_0's quantile: 9.14225
[20] valid_0's poisson: -71.727 valid_0's quantile: 9.03495
[21] valid_0's poisson: -72.1094 valid_0's quantile: 8.93649
[22] valid_0's poisson: -72.5098 valid_0's quantile: 8.83431
[23] valid_0's poisson: -72.8826 valid_0's quantile: 8.74007
[24] valid_0's poisson: -73.2867 valid_0's quantile: 8.64009
[25] valid_0's poisson: -73.6942 valid_0's quantile: 8.54131
[26] valid_0's poisson: -74.0932 valid_0's quantile: 8.44558
[27] valid_0's poisson: -74.4946 valid_0's quantile: 8.34888
[28] valid_0's poisson: -74.8868 valid_0's quantile: 8.25521
[29] valid_0's poisson: -75.2711 valid_0's quantile: 8.16296
[30] valid_0's poisson: -75.6561 valid_0's quantile: 8.07097
[31] valid_0's poisson: -76.0251 valid_0's quantile: 7.98249
[32] valid_0's poisson: -76.3904 valid_0's quantile: 7.89462
[33] valid_0's poisson: -76.7545 valid_0's quantile: 7.80849
[34] valid_0's poisson: -77.1113 valid_0's quantile: 7.72386
[35] valid_0's poisson: -77.453 valid_0's quantile: 7.64236
[36] valid_0's poisson: -77.7881 valid_0's quantile: 7.56377
[37] valid_0's poisson: -78.127 valid_0's quantile: 7.48568
[38] valid_0's poisson: -78.4749 valid_0's quantile: 7.40782
[39] valid_0's poisson: -78.8084 valid_0's quantile: 7.33246
[40] valid_0's poisson: -79.1226 valid_0's quantile: 7.25958
[41] valid_0's poisson: -79.4514 valid_0's quantile: 7.18484
[42] valid_0's poisson: -79.7731 valid_0's quantile: 7.11372
[43] valid_0's poisson: -80.0704 valid_0's quantile: 7.0456
[44] valid_0's poisson: -80.3844 valid_0's quantile: 6.97766
[45] valid_0's poisson: -80.6916 valid_0's quantile: 6.91144
[46] valid_0's poisson: -80.975 valid_0's quantile: 6.84822
[47] valid_0's poisson: -81.2609 valid_0's quantile: 6.78645
[48] valid_0's poisson: -81.5422 valid_0's quantile: 6.72772
[49] valid_0's poisson: -81.8171 valid_0's quantile: 6.67316
[50] valid_0's poisson: -82.0986 valid_0's quantile: 6.6161
[51] valid_0's poisson: -82.3704 valid_0's quantile: 6.5627
[52] valid_0's poisson: -82.6304 valid_0's quantile: 6.50932
[53] valid_0's poisson: -82.894 valid_0's quantile: 6.45872
[54] valid_0's poisson: -83.1428 valid_0's quantile: 6.40889
[55] valid_0's poisson: -83.3932 valid_0's quantile: 6.35868
[56] valid_0's poisson: -83.6387 valid_0's quantile: 6.31039
[57] valid_0's poisson: -83.8874 valid_0's quantile: 6.26157
[58] valid_0's poisson: -84.1288 valid_0's quantile: 6.2147
[59] valid_0's poisson: -84.3673 valid_0's quantile: 6.16876
[60] valid_0's poisson: -84.6053 valid_0's quantile: 6.12367
[61] valid_0's poisson: -84.8425 valid_0's quantile: 6.07872
[62] valid_0's poisson: -85.0752 valid_0's quantile: 6.03454
[63] valid_0's poisson: -85.3035 valid_0's quantile: 5.99093
[64] valid_0's poisson: -85.524 valid_0's quantile: 5.94889
[65] valid_0's poisson: -85.7459 valid_0's quantile: 5.90654
[66] valid_0's poisson: -85.956 valid_0's quantile: 5.86657
[67] valid_0's poisson: -86.1761 valid_0's quantile: 5.82603
[68] valid_0's poisson: -86.3866 valid_0's quantile: 5.78733
[69] valid_0's poisson: -86.6008 valid_0's quantile: 5.74803
[70] valid_0's poisson: -86.8031 valid_0's quantile: 5.7113
[71] valid_0's poisson: -87.0074 valid_0's quantile: 5.67496
[72] valid_0's poisson: -87.2108 valid_0's quantile: 5.63755
[73] valid_0's poisson: -87.3965 valid_0's quantile: 5.60451
[74] valid_0's poisson: -87.5908 valid_0's quantile: 5.56782
[75] valid_0's poisson: -87.7816 valid_0's quantile: 5.53199
[76] valid_0's poisson: -87.9775 valid_0's quantile: 5.49711
[77] valid_0's poisson: -88.1709 valid_0's quantile: 5.46298
[78] valid_0's poisson: -88.368 valid_0's quantile: 5.42845
[79] valid_0's poisson: -88.5626 valid_0's quantile: 5.39526
[80] valid_0's poisson: -88.7518 valid_0's quantile: 5.36241
[81] valid_0's poisson: -88.9471 valid_0's quantile: 5.32951
[82] valid_0's poisson: -89.1406 valid_0's quantile: 5.2966
[83] valid_0's poisson: -89.3133 valid_0's quantile: 5.26599
[84] valid_0's poisson: -89.4999 valid_0's quantile: 5.23315
[85] valid_0's poisson: -89.6716 valid_0's quantile: 5.20369
[86] valid_0's poisson: -89.8469 valid_0's quantile: 5.1738
[87] valid_0's poisson: -90.0091 valid_0's quantile: 5.14547
[88] valid_0's poisson: -90.1758 valid_0's quantile: 5.11751
[89] valid_0's poisson: -90.3331 valid_0's quantile: 5.08954
[90] valid_0's poisson: -90.4969 valid_0's quantile: 5.06214
[91] valid_0's poisson: -90.6668 valid_0's quantile: 5.03509
[92] valid_0's poisson: -90.8316 valid_0's quantile: 5.00852
[93] valid_0's poisson: -90.9954 valid_0's quantile: 4.98278
[94] valid_0's poisson: -91.1552 valid_0's quantile: 4.95711
[95] valid_0's poisson: -91.3112 valid_0's quantile: 4.93209
[96] valid_0's poisson: -91.4589 valid_0's quantile: 4.90766
[97] valid_0's poisson: -91.6091 valid_0's quantile: 4.88262
[98] valid_0's poisson: -91.7547 valid_0's quantile: 4.85975
[99] valid_0's poisson: -91.9009 valid_0's quantile: 4.83636
[100] valid_0's poisson: -92.0448 valid_0's quantile: 4.81268
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -64.685 valid_0's quantile: 10.9622
[2] valid_0's poisson: -67.0298 valid_0's quantile: 10.2928
[3] valid_0's poisson: -69.1153 valid_0's quantile: 9.71935
[4] valid_0's poisson: -71.1713 valid_0's quantile: 9.19335
[5] valid_0's poisson: -73.0284 valid_0's quantile: 8.71476
[6] valid_0's poisson: -74.9014 valid_0's quantile: 8.2723
[7] valid_0's poisson: -76.7305 valid_0's quantile: 7.84678
[8] valid_0's poisson: -78.4075 valid_0's quantile: 7.45646
[9] valid_0's poisson: -79.8685 valid_0's quantile: 7.11331
[10] valid_0's poisson: -81.2671 valid_0's quantile: 6.79553
[11] valid_0's poisson: -82.6183 valid_0's quantile: 6.50528
[12] valid_0's poisson: -83.8819 valid_0's quantile: 6.24978
[13] valid_0's poisson: -85.0734 valid_0's quantile: 6.01404
[14] valid_0's poisson: -86.1754 valid_0's quantile: 5.80174
[15] valid_0's poisson: -87.1553 valid_0's quantile: 5.60649
[16] valid_0's poisson: -88.1421 valid_0's quantile: 5.43053
[17] valid_0's poisson: -89.0715 valid_0's quantile: 5.26886
[18] valid_0's poisson: -89.9515 valid_0's quantile: 5.11133
[19] valid_0's poisson: -90.7745 valid_0's quantile: 4.97017
[20] valid_0's poisson: -91.5745 valid_0's quantile: 4.83166
[21] valid_0's poisson: -92.306 valid_0's quantile: 4.70859
[22] valid_0's poisson: -93.0186 valid_0's quantile: 4.59294
[23] valid_0's poisson: -93.6907 valid_0's quantile: 4.48794
[24] valid_0's poisson: -94.3516 valid_0's quantile: 4.38114
[25] valid_0's poisson: -94.986 valid_0's quantile: 4.28155
[26] valid_0's poisson: -95.5658 valid_0's quantile: 4.1894
[27] valid_0's poisson: -96.1113 valid_0's quantile: 4.10456
[28] valid_0's poisson: -96.6129 valid_0's quantile: 4.028
[29] valid_0's poisson: -97.0898 valid_0's quantile: 3.95677
[30] valid_0's poisson: -97.5439 valid_0's quantile: 3.89017
[31] valid_0's poisson: -97.9607 valid_0's quantile: 3.83557
[32] valid_0's poisson: -98.3608 valid_0's quantile: 3.77249
[33] valid_0's poisson: -98.7425 valid_0's quantile: 3.71728
[34] valid_0's poisson: -99.0903 valid_0's quantile: 3.66314
[35] valid_0's poisson: -99.4119 valid_0's quantile: 3.61642
[36] valid_0's poisson: -99.7361 valid_0's quantile: 3.56772
[37] valid_0's poisson: -100.028 valid_0's quantile: 3.52849
[38] valid_0's poisson: -100.304 valid_0's quantile: 3.48683
[39] valid_0's poisson: -100.563 valid_0's quantile: 3.44822
[40] valid_0's poisson: -100.796 valid_0's quantile: 3.41322
[41] valid_0's poisson: -101.03 valid_0's quantile: 3.38146
[42] valid_0's poisson: -101.247 valid_0's quantile: 3.34975
[43] valid_0's poisson: -101.451 valid_0's quantile: 3.32289
[44] valid_0's poisson: -101.641 valid_0's quantile: 3.29797
[45] valid_0's poisson: -101.82 valid_0's quantile: 3.27258
[46] valid_0's poisson: -101.998 valid_0's quantile: 3.24991
[47] valid_0's poisson: -102.148 valid_0's quantile: 3.22805
[48] valid_0's poisson: -102.297 valid_0's quantile: 3.2066
[49] valid_0's poisson: -102.431 valid_0's quantile: 3.18871
[50] valid_0's poisson: -102.577 valid_0's quantile: 3.17175
[51] valid_0's poisson: -102.711 valid_0's quantile: 3.15524
[52] valid_0's poisson: -102.837 valid_0's quantile: 3.13988
[53] valid_0's poisson: -102.954 valid_0's quantile: 3.12634
[54] valid_0's poisson: -103.057 valid_0's quantile: 3.11297
[55] valid_0's poisson: -103.174 valid_0's quantile: 3.0991
[56] valid_0's poisson: -103.276 valid_0's quantile: 3.08725
[57] valid_0's poisson: -103.364 valid_0's quantile: 3.07574
[58] valid_0's poisson: -103.457 valid_0's quantile: 3.06566
[59] valid_0's poisson: -103.539 valid_0's quantile: 3.05576
[60] valid_0's poisson: -103.616 valid_0's quantile: 3.04668
[61] valid_0's poisson: -103.683 valid_0's quantile: 3.03876
[62] valid_0's poisson: -103.746 valid_0's quantile: 3.03019
[63] valid_0's poisson: -103.818 valid_0's quantile: 3.02267
[64] valid_0's poisson: -103.881 valid_0's quantile: 3.01365
[65] valid_0's poisson: -103.937 valid_0's quantile: 3.00286
[66] valid_0's poisson: -103.994 valid_0's quantile: 2.99662
[67] valid_0's poisson: -104.036 valid_0's quantile: 2.986
[68] valid_0's poisson: -104.088 valid_0's quantile: 2.9794
[69] valid_0's poisson: -104.135 valid_0's quantile: 2.97353
[70] valid_0's poisson: -104.175 valid_0's quantile: 2.9681
[71] valid_0's poisson: -104.213 valid_0's quantile: 2.96334
[72] valid_0's poisson: -104.252 valid_0's quantile: 2.95569
[73] valid_0's poisson: -104.292 valid_0's quantile: 2.9523
[74] valid_0's poisson: -104.33 valid_0's quantile: 2.94881
[75] valid_0's poisson: -104.363 valid_0's quantile: 2.94563
[76] valid_0's poisson: -104.397 valid_0's quantile: 2.94313
[77] valid_0's poisson: -104.431 valid_0's quantile: 2.93999
[78] valid_0's poisson: -104.46 valid_0's quantile: 2.93727
[79] valid_0's poisson: -104.488 valid_0's quantile: 2.93477
[80] valid_0's poisson: -104.518 valid_0's quantile: 2.93201
[81] valid_0's poisson: -104.551 valid_0's quantile: 2.9253
[82] valid_0's poisson: -104.571 valid_0's quantile: 2.92318
[83] valid_0's poisson: -104.597 valid_0's quantile: 2.91847
[84] valid_0's poisson: -104.616 valid_0's quantile: 2.91327
[85] valid_0's poisson: -104.637 valid_0's quantile: 2.91141
[86] valid_0's poisson: -104.657 valid_0's quantile: 2.90931
[87] valid_0's poisson: -104.673 valid_0's quantile: 2.9079
[88] valid_0's poisson: -104.688 valid_0's quantile: 2.90645
[89] valid_0's poisson: -104.703 valid_0's quantile: 2.90501
[90] valid_0's poisson: -104.717 valid_0's quantile: 2.90375
[91] valid_0's poisson: -104.732 valid_0's quantile: 2.90276
[92] valid_0's poisson: -104.746 valid_0's quantile: 2.90127
[93] valid_0's poisson: -104.757 valid_0's quantile: 2.90041
[94] valid_0's poisson: -104.772 valid_0's quantile: 2.89911
[95] valid_0's poisson: -104.783 valid_0's quantile: 2.89717
[96] valid_0's poisson: -104.796 valid_0's quantile: 2.89624
[97] valid_0's poisson: -104.811 valid_0's quantile: 2.89487
[98] valid_0's poisson: -104.821 valid_0's quantile: 2.89408
[99] valid_0's poisson: -104.829 valid_0's quantile: 2.89309
[100] valid_0's poisson: -104.839 valid_0's quantile: 2.89204
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -64.7263 valid_0's quantile: 10.9523
[2] valid_0's poisson: -67.0972 valid_0's quantile: 10.2761
[3] valid_0's poisson: -69.2518 valid_0's quantile: 9.70066
[4] valid_0's poisson: -71.2597 valid_0's quantile: 9.16113
[5] valid_0's poisson: -73.2084 valid_0's quantile: 8.67563
[6] valid_0's poisson: -74.9597 valid_0's quantile: 8.25476
[7] valid_0's poisson: -76.6293 valid_0's quantile: 7.85156
[8] valid_0's poisson: -78.2036 valid_0's quantile: 7.48212
[9] valid_0's poisson: -79.7019 valid_0's quantile: 7.14049
[10] valid_0's poisson: -81.0924 valid_0's quantile: 6.83082
[11] valid_0's poisson: -82.3065 valid_0's quantile: 6.55945
[12] valid_0's poisson: -83.4793 valid_0's quantile: 6.3073
[13] valid_0's poisson: -84.6063 valid_0's quantile: 6.07863
[14] valid_0's poisson: -85.7664 valid_0's quantile: 5.85842
[15] valid_0's poisson: -86.842 valid_0's quantile: 5.66604
[16] valid_0's poisson: -87.8591 valid_0's quantile: 5.4766
[17] valid_0's poisson: -88.8141 valid_0's quantile: 5.30696
[18] valid_0's poisson: -89.721 valid_0's quantile: 5.14454
[19] valid_0's poisson: -90.5744 valid_0's quantile: 4.99406
[20] valid_0's poisson: -91.3662 valid_0's quantile: 4.86163
[21] valid_0's poisson: -92.1259 valid_0's quantile: 4.74115
[22] valid_0's poisson: -92.8463 valid_0's quantile: 4.6272
[23] valid_0's poisson: -93.507 valid_0's quantile: 4.51569
[24] valid_0's poisson: -94.1203 valid_0's quantile: 4.41834
[25] valid_0's poisson: -94.7285 valid_0's quantile: 4.32149
[26] valid_0's poisson: -95.2764 valid_0's quantile: 4.22229
[27] valid_0's poisson: -95.8155 valid_0's quantile: 4.14087
[28] valid_0's poisson: -96.3459 valid_0's quantile: 4.07064
[29] valid_0's poisson: -96.8338 valid_0's quantile: 3.99791
[30] valid_0's poisson: -97.2697 valid_0's quantile: 3.93679
[31] valid_0's poisson: -97.7094 valid_0's quantile: 3.87472
[32] valid_0's poisson: -98.1173 valid_0's quantile: 3.81812
[33] valid_0's poisson: -98.5194 valid_0's quantile: 3.76586
[34] valid_0's poisson: -98.8958 valid_0's quantile: 3.70883
[35] valid_0's poisson: -99.2457 valid_0's quantile: 3.65585
[36] valid_0's poisson: -99.563 valid_0's quantile: 3.61025
[37] valid_0's poisson: -99.8705 valid_0's quantile: 3.56053
[38] valid_0's poisson: -100.153 valid_0's quantile: 3.5216
[39] valid_0's poisson: -100.423 valid_0's quantile: 3.48408
[40] valid_0's poisson: -100.683 valid_0's quantile: 3.4485
[41] valid_0's poisson: -100.915 valid_0's quantile: 3.41518
[42] valid_0's poisson: -101.122 valid_0's quantile: 3.38322
[43] valid_0's poisson: -101.337 valid_0's quantile: 3.35635
[44] valid_0's poisson: -101.533 valid_0's quantile: 3.33003
[45] valid_0's poisson: -101.717 valid_0's quantile: 3.30435
[46] valid_0's poisson: -101.885 valid_0's quantile: 3.28098
[47] valid_0's poisson: -102.058 valid_0's quantile: 3.25717
[48] valid_0's poisson: -102.22 valid_0's quantile: 3.23509
[49] valid_0's poisson: -102.364 valid_0's quantile: 3.2157
[50] valid_0's poisson: -102.501 valid_0's quantile: 3.19541
[51] valid_0's poisson: -102.638 valid_0's quantile: 3.17883
[52] valid_0's poisson: -102.77 valid_0's quantile: 3.16369
[53] valid_0's poisson: -102.897 valid_0's quantile: 3.14879
[54] valid_0's poisson: -103.009 valid_0's quantile: 3.1331
[55] valid_0's poisson: -103.119 valid_0's quantile: 3.11923
[56] valid_0's poisson: -103.215 valid_0's quantile: 3.10523
[57] valid_0's poisson: -103.32 valid_0's quantile: 3.09368
[58] valid_0's poisson: -103.415 valid_0's quantile: 3.08345
[59] valid_0's poisson: -103.504 valid_0's quantile: 3.07355
[60] valid_0's poisson: -103.583 valid_0's quantile: 3.06402
[61] valid_0's poisson: -103.66 valid_0's quantile: 3.05542
[62] valid_0's poisson: -103.737 valid_0's quantile: 3.04658
[63] valid_0's poisson: -103.804 valid_0's quantile: 3.03835
[64] valid_0's poisson: -103.867 valid_0's quantile: 3.03114
[65] valid_0's poisson: -103.933 valid_0's quantile: 3.02348
[66] valid_0's poisson: -103.987 valid_0's quantile: 3.00958
[67] valid_0's poisson: -104.033 valid_0's quantile: 3.00139
[68] valid_0's poisson: -104.088 valid_0's quantile: 2.98665
[69] valid_0's poisson: -104.137 valid_0's quantile: 2.98028
[70] valid_0's poisson: -104.185 valid_0's quantile: 2.97406
[71] valid_0's poisson: -104.234 valid_0's quantile: 2.9687
[72] valid_0's poisson: -104.274 valid_0's quantile: 2.95783
[73] valid_0's poisson: -104.306 valid_0's quantile: 2.95364
[74] valid_0's poisson: -104.347 valid_0's quantile: 2.94956
[75] valid_0's poisson: -104.375 valid_0's quantile: 2.9425
[76] valid_0's poisson: -104.413 valid_0's quantile: 2.93837
[77] valid_0's poisson: -104.449 valid_0's quantile: 2.93461
[78] valid_0's poisson: -104.481 valid_0's quantile: 2.93074
[79] valid_0's poisson: -104.51 valid_0's quantile: 2.92659
[80] valid_0's poisson: -104.534 valid_0's quantile: 2.92324
[81] valid_0's poisson: -104.563 valid_0's quantile: 2.92016
[82] valid_0's poisson: -104.591 valid_0's quantile: 2.91676
[83] valid_0's poisson: -104.611 valid_0's quantile: 2.91482
[84] valid_0's poisson: -104.642 valid_0's quantile: 2.9119
[85] valid_0's poisson: -104.663 valid_0's quantile: 2.90993
[86] valid_0's poisson: -104.687 valid_0's quantile: 2.9076
[87] valid_0's poisson: -104.709 valid_0's quantile: 2.90441
[88] valid_0's poisson: -104.725 valid_0's quantile: 2.90131
[89] valid_0's poisson: -104.745 valid_0's quantile: 2.89952
[90] valid_0's poisson: -104.766 valid_0's quantile: 2.89699
[91] valid_0's poisson: -104.782 valid_0's quantile: 2.89562
[92] valid_0's poisson: -104.792 valid_0's quantile: 2.8936
[93] valid_0's poisson: -104.804 valid_0's quantile: 2.89262
[94] valid_0's poisson: -104.816 valid_0's quantile: 2.89171
[95] valid_0's poisson: -104.823 valid_0's quantile: 2.88972
[96] valid_0's poisson: -104.84 valid_0's quantile: 2.88703
[97] valid_0's poisson: -104.85 valid_0's quantile: 2.88609
[98] valid_0's poisson: -104.864 valid_0's quantile: 2.88409
[99] valid_0's poisson: -104.875 valid_0's quantile: 2.88143
[100] valid_0's poisson: -104.888 valid_0's quantile: 2.87869
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -65.3337 valid_0's quantile: 10.9416
[2] valid_0's poisson: -67.6609 valid_0's quantile: 10.2754
[3] valid_0's poisson: -69.8018 valid_0's quantile: 9.68501
[4] valid_0's poisson: -71.8153 valid_0's quantile: 9.14536
[5] valid_0's poisson: -73.6276 valid_0's quantile: 8.65604
[6] valid_0's poisson: -75.4332 valid_0's quantile: 8.22145
[7] valid_0's poisson: -77.004 valid_0's quantile: 7.85129
[8] valid_0's poisson: -78.6168 valid_0's quantile: 7.46637
[9] valid_0's poisson: -80.1074 valid_0's quantile: 7.12846
[10] valid_0's poisson: -81.5429 valid_0's quantile: 6.80149
[11] valid_0's poisson: -82.8633 valid_0's quantile: 6.51537
[12] valid_0's poisson: -84.1208 valid_0's quantile: 6.25288
[13] valid_0's poisson: -85.2816 valid_0's quantile: 6.01806
[14] valid_0's poisson: -86.3405 valid_0's quantile: 5.82254
[15] valid_0's poisson: -87.3517 valid_0's quantile: 5.62911
[16] valid_0's poisson: -88.2986 valid_0's quantile: 5.45304
[17] valid_0's poisson: -89.1726 valid_0's quantile: 5.2857
[18] valid_0's poisson: -90.0205 valid_0's quantile: 5.13494
[19] valid_0's poisson: -90.8268 valid_0's quantile: 4.98702
[20] valid_0's poisson: -91.6077 valid_0's quantile: 4.84754
[21] valid_0's poisson: -92.3417 valid_0's quantile: 4.71751
[22] valid_0's poisson: -93.0369 valid_0's quantile: 4.60005
[23] valid_0's poisson: -93.7146 valid_0's quantile: 4.48911
[24] valid_0's poisson: -94.3416 valid_0's quantile: 4.392
[25] valid_0's poisson: -94.9429 valid_0's quantile: 4.28544
[26] valid_0's poisson: -95.5027 valid_0's quantile: 4.20158
[27] valid_0's poisson: -96.0175 valid_0's quantile: 4.11627
[28] valid_0's poisson: -96.5113 valid_0's quantile: 4.03734
[29] valid_0's poisson: -96.9546 valid_0's quantile: 3.95849
[30] valid_0's poisson: -97.3788 valid_0's quantile: 3.88933
[31] valid_0's poisson: -97.7941 valid_0's quantile: 3.8277
[32] valid_0's poisson: -98.1954 valid_0's quantile: 3.76486
[33] valid_0's poisson: -98.5785 valid_0's quantile: 3.70609
[34] valid_0's poisson: -98.9237 valid_0's quantile: 3.65695
[35] valid_0's poisson: -99.2485 valid_0's quantile: 3.60508
[36] valid_0's poisson: -99.5714 valid_0's quantile: 3.56186
[37] valid_0's poisson: -99.8728 valid_0's quantile: 3.52127
[38] valid_0's poisson: -100.138 valid_0's quantile: 3.47987
[39] valid_0's poisson: -100.396 valid_0's quantile: 3.44348
[40] valid_0's poisson: -100.643 valid_0's quantile: 3.40934
[41] valid_0's poisson: -100.873 valid_0's quantile: 3.37715
[42] valid_0's poisson: -101.095 valid_0's quantile: 3.34329
[43] valid_0's poisson: -101.309 valid_0's quantile: 3.31395
[44] valid_0's poisson: -101.502 valid_0's quantile: 3.2846
[45] valid_0's poisson: -101.701 valid_0's quantile: 3.25773
[46] valid_0's poisson: -101.871 valid_0's quantile: 3.23588
[47] valid_0's poisson: -102.036 valid_0's quantile: 3.21092
[48] valid_0's poisson: -102.199 valid_0's quantile: 3.1899
[49] valid_0's poisson: -102.35 valid_0's quantile: 3.17036
[50] valid_0's poisson: -102.476 valid_0's quantile: 3.14954
[51] valid_0's poisson: -102.608 valid_0's quantile: 3.13431
[52] valid_0's poisson: -102.735 valid_0's quantile: 3.11442
[53] valid_0's poisson: -102.853 valid_0's quantile: 3.0959
[54] valid_0's poisson: -102.958 valid_0's quantile: 3.08205
[55] valid_0's poisson: -103.075 valid_0's quantile: 3.06795
[56] valid_0's poisson: -103.176 valid_0's quantile: 3.05516
[57] valid_0's poisson: -103.273 valid_0's quantile: 3.04381
[58] valid_0's poisson: -103.358 valid_0's quantile: 3.03332
[59] valid_0's poisson: -103.436 valid_0's quantile: 3.02131
[60] valid_0's poisson: -103.525 valid_0's quantile: 3.01182
[61] valid_0's poisson: -103.606 valid_0's quantile: 3.00331
[62] valid_0's poisson: -103.676 valid_0's quantile: 2.9959
[63] valid_0's poisson: -103.744 valid_0's quantile: 2.98795
[64] valid_0's poisson: -103.807 valid_0's quantile: 2.97842
[65] valid_0's poisson: -103.871 valid_0's quantile: 2.9718
[66] valid_0's poisson: -103.931 valid_0's quantile: 2.96272
[67] valid_0's poisson: -103.986 valid_0's quantile: 2.95588
[68] valid_0's poisson: -104.044 valid_0's quantile: 2.94364
[69] valid_0's poisson: -104.099 valid_0's quantile: 2.93805
[70] valid_0's poisson: -104.155 valid_0's quantile: 2.93046
[71] valid_0's poisson: -104.203 valid_0's quantile: 2.92523
[72] valid_0's poisson: -104.245 valid_0's quantile: 2.92115
[73] valid_0's poisson: -104.283 valid_0's quantile: 2.91746
[74] valid_0's poisson: -104.321 valid_0's quantile: 2.91296
[75] valid_0's poisson: -104.353 valid_0's quantile: 2.90687
[76] valid_0's poisson: -104.384 valid_0's quantile: 2.90287
[77] valid_0's poisson: -104.413 valid_0's quantile: 2.89845
[78] valid_0's poisson: -104.447 valid_0's quantile: 2.8942
[79] valid_0's poisson: -104.481 valid_0's quantile: 2.89157
[80] valid_0's poisson: -104.499 valid_0's quantile: 2.88601
[81] valid_0's poisson: -104.524 valid_0's quantile: 2.88351
[82] valid_0's poisson: -104.553 valid_0's quantile: 2.88123
[83] valid_0's poisson: -104.574 valid_0's quantile: 2.8795
[84] valid_0's poisson: -104.606 valid_0's quantile: 2.87437
[85] valid_0's poisson: -104.622 valid_0's quantile: 2.87275
[86] valid_0's poisson: -104.638 valid_0's quantile: 2.87184
[87] valid_0's poisson: -104.661 valid_0's quantile: 2.86853
[88] valid_0's poisson: -104.675 valid_0's quantile: 2.8674
[89] valid_0's poisson: -104.69 valid_0's quantile: 2.86477
[90] valid_0's poisson: -104.708 valid_0's quantile: 2.86359
[91] valid_0's poisson: -104.723 valid_0's quantile: 2.86246
[92] valid_0's poisson: -104.738 valid_0's quantile: 2.86143
[93] valid_0's poisson: -104.752 valid_0's quantile: 2.86018
[94] valid_0's poisson: -104.764 valid_0's quantile: 2.85931
[95] valid_0's poisson: -104.78 valid_0's quantile: 2.85772
[96] valid_0's poisson: -104.793 valid_0's quantile: 2.8563
[97] valid_0's poisson: -104.805 valid_0's quantile: 2.85524
[98] valid_0's poisson: -104.818 valid_0's quantile: 2.854
[99] valid_0's poisson: -104.823 valid_0's quantile: 2.85233
[100] valid_0's poisson: -104.834 valid_0's quantile: 2.85092
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -66.0017 valid_0's quantile: 10.9329
[2] valid_0's poisson: -68.2329 valid_0's quantile: 10.2599
[3] valid_0's poisson: -70.3093 valid_0's quantile: 9.66668
[4] valid_0's poisson: -72.2538 valid_0's quantile: 9.13814
[5] valid_0's poisson: -74.1633 valid_0's quantile: 8.6487
[6] valid_0's poisson: -75.9081 valid_0's quantile: 8.21412
[7] valid_0's poisson: -77.5138 valid_0's quantile: 7.82304
[8] valid_0's poisson: -79.1232 valid_0's quantile: 7.44856
[9] valid_0's poisson: -80.6171 valid_0's quantile: 7.10439
[10] valid_0's poisson: -82.0029 valid_0's quantile: 6.79033
[11] valid_0's poisson: -83.1632 valid_0's quantile: 6.51875
[12] valid_0's poisson: -84.3221 valid_0's quantile: 6.27849
[13] valid_0's poisson: -85.4666 valid_0's quantile: 6.04345
[14] valid_0's poisson: -86.5168 valid_0's quantile: 5.83738
[15] valid_0's poisson: -87.4608 valid_0's quantile: 5.64658
[16] valid_0's poisson: -88.412 valid_0's quantile: 5.46106
[17] valid_0's poisson: -89.3032 valid_0's quantile: 5.29075
[18] valid_0's poisson: -90.1863 valid_0's quantile: 5.13879
[19] valid_0's poisson: -90.9601 valid_0's quantile: 4.99612
[20] valid_0's poisson: -91.7498 valid_0's quantile: 4.86269
[21] valid_0's poisson: -92.4803 valid_0's quantile: 4.7412
[22] valid_0's poisson: -93.1611 valid_0's quantile: 4.62814
[23] valid_0's poisson: -93.8091 valid_0's quantile: 4.51644
[24] valid_0's poisson: -94.4289 valid_0's quantile: 4.41257
[25] valid_0's poisson: -95.0223 valid_0's quantile: 4.32133
[26] valid_0's poisson: -95.5525 valid_0's quantile: 4.23902
[27] valid_0's poisson: -96.0747 valid_0's quantile: 4.1551
[28] valid_0's poisson: -96.5538 valid_0's quantile: 4.07821
[29] valid_0's poisson: -97.0152 valid_0's quantile: 4.00605
[30] valid_0's poisson: -97.4411 valid_0's quantile: 3.94341
[31] valid_0's poisson: -97.8859 valid_0's quantile: 3.87761
[32] valid_0's poisson: -98.3018 valid_0's quantile: 3.81611
[33] valid_0's poisson: -98.689 valid_0's quantile: 3.75915
[34] valid_0's poisson: -99.0538 valid_0's quantile: 3.70389
[35] valid_0's poisson: -99.3753 valid_0's quantile: 3.65782
[36] valid_0's poisson: -99.6823 valid_0's quantile: 3.60711
[37] valid_0's poisson: -99.9718 valid_0's quantile: 3.56477
[38] valid_0's poisson: -100.253 valid_0's quantile: 3.52132
[39] valid_0's poisson: -100.522 valid_0's quantile: 3.47947
[40] valid_0's poisson: -100.775 valid_0's quantile: 3.44319
[41] valid_0's poisson: -101.001 valid_0's quantile: 3.41111
[42] valid_0's poisson: -101.227 valid_0's quantile: 3.37562
[43] valid_0's poisson: -101.444 valid_0's quantile: 3.34571
[44] valid_0's poisson: -101.643 valid_0's quantile: 3.31971
[45] valid_0's poisson: -101.822 valid_0's quantile: 3.29432
[46] valid_0's poisson: -102 valid_0's quantile: 3.26773
[47] valid_0's poisson: -102.167 valid_0's quantile: 3.24788
[48] valid_0's poisson: -102.333 valid_0's quantile: 3.2285
[49] valid_0's poisson: -102.479 valid_0's quantile: 3.21124
[50] valid_0's poisson: -102.609 valid_0's quantile: 3.19386
[51] valid_0's poisson: -102.737 valid_0's quantile: 3.17822
[52] valid_0's poisson: -102.864 valid_0's quantile: 3.16377
[53] valid_0's poisson: -102.984 valid_0's quantile: 3.15027
[54] valid_0's poisson: -103.096 valid_0's quantile: 3.13757
[55] valid_0's poisson: -103.206 valid_0's quantile: 3.12504
[56] valid_0's poisson: -103.301 valid_0's quantile: 3.11265
[57] valid_0's poisson: -103.394 valid_0's quantile: 3.10106
[58] valid_0's poisson: -103.486 valid_0's quantile: 3.09028
[59] valid_0's poisson: -103.57 valid_0's quantile: 3.08034
[60] valid_0's poisson: -103.644 valid_0's quantile: 3.07202
[61] valid_0's poisson: -103.717 valid_0's quantile: 3.06356
[62] valid_0's poisson: -103.783 valid_0's quantile: 3.0556
[63] valid_0's poisson: -103.845 valid_0's quantile: 3.04839
[64] valid_0's poisson: -103.902 valid_0's quantile: 3.04176
[65] valid_0's poisson: -103.963 valid_0's quantile: 3.03611
[66] valid_0's poisson: -104.019 valid_0's quantile: 3.03052
[67] valid_0's poisson: -104.075 valid_0's quantile: 3.02538
[68] valid_0's poisson: -104.118 valid_0's quantile: 3.01918
[69] valid_0's poisson: -104.16 valid_0's quantile: 3.01101
[70] valid_0's poisson: -104.197 valid_0's quantile: 3.00487
[71] valid_0's poisson: -104.229 valid_0's quantile: 2.99779
[72] valid_0's poisson: -104.263 valid_0's quantile: 2.99145
[73] valid_0's poisson: -104.302 valid_0's quantile: 2.97611
[74] valid_0's poisson: -104.336 valid_0's quantile: 2.97179
[75] valid_0's poisson: -104.371 valid_0's quantile: 2.96755
[76] valid_0's poisson: -104.403 valid_0's quantile: 2.95888
[77] valid_0's poisson: -104.429 valid_0's quantile: 2.95639
[78] valid_0's poisson: -104.453 valid_0's quantile: 2.95274
[79] valid_0's poisson: -104.482 valid_0's quantile: 2.95003
[80] valid_0's poisson: -104.506 valid_0's quantile: 2.94647
[81] valid_0's poisson: -104.53 valid_0's quantile: 2.94348
[82] valid_0's poisson: -104.556 valid_0's quantile: 2.94064
[83] valid_0's poisson: -104.579 valid_0's quantile: 2.93865
[84] valid_0's poisson: -104.6 valid_0's quantile: 2.93596
[85] valid_0's poisson: -104.623 valid_0's quantile: 2.93337
[86] valid_0's poisson: -104.645 valid_0's quantile: 2.92806
[87] valid_0's poisson: -104.656 valid_0's quantile: 2.92334
[88] valid_0's poisson: -104.671 valid_0's quantile: 2.91646
[89] valid_0's poisson: -104.686 valid_0's quantile: 2.91142
[90] valid_0's poisson: -104.704 valid_0's quantile: 2.90968
[91] valid_0's poisson: -104.723 valid_0's quantile: 2.90562
[92] valid_0's poisson: -104.738 valid_0's quantile: 2.89404
[93] valid_0's poisson: -104.758 valid_0's quantile: 2.88494
[94] valid_0's poisson: -104.774 valid_0's quantile: 2.88361
[95] valid_0's poisson: -104.783 valid_0's quantile: 2.88208
[96] valid_0's poisson: -104.8 valid_0's quantile: 2.88053
[97] valid_0's poisson: -104.818 valid_0's quantile: 2.8785
[98] valid_0's poisson: -104.835 valid_0's quantile: 2.87604
[99] valid_0's poisson: -104.845 valid_0's quantile: 2.87463
[100] valid_0's poisson: -104.855 valid_0's quantile: 2.87361
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -64.6899 valid_0's quantile: 10.9763
[2] valid_0's poisson: -66.9549 valid_0's quantile: 10.3207
[3] valid_0's poisson: -69.0171 valid_0's quantile: 9.75288
[4] valid_0's poisson: -70.9769 valid_0's quantile: 9.24621
[5] valid_0's poisson: -72.8509 valid_0's quantile: 8.76137
[6] valid_0's poisson: -74.5692 valid_0's quantile: 8.34159
[7] valid_0's poisson: -76.3177 valid_0's quantile: 7.93846
[8] valid_0's poisson: -77.9925 valid_0's quantile: 7.54928
[9] valid_0's poisson: -79.5332 valid_0's quantile: 7.20005
[10] valid_0's poisson: -81.03 valid_0's quantile: 6.87947
[11] valid_0's poisson: -82.38 valid_0's quantile: 6.5855
[12] valid_0's poisson: -83.6549 valid_0's quantile: 6.32527
[13] valid_0's poisson: -84.8347 valid_0's quantile: 6.09728
[14] valid_0's poisson: -85.9421 valid_0's quantile: 5.88592
[15] valid_0's poisson: -87.0128 valid_0's quantile: 5.68816
[16] valid_0's poisson: -88.0153 valid_0's quantile: 5.49538
[17] valid_0's poisson: -88.9068 valid_0's quantile: 5.32814
[18] valid_0's poisson: -89.7414 valid_0's quantile: 5.17754
[19] valid_0's poisson: -90.5779 valid_0's quantile: 5.02581
[20] valid_0's poisson: -91.3623 valid_0's quantile: 4.89244
[21] valid_0's poisson: -92.1262 valid_0's quantile: 4.76425
[22] valid_0's poisson: -92.8258 valid_0's quantile: 4.65224
[23] valid_0's poisson: -93.4851 valid_0's quantile: 4.54349
[24] valid_0's poisson: -94.1143 valid_0's quantile: 4.44007
[25] valid_0's poisson: -94.6915 valid_0's quantile: 4.3498
[26] valid_0's poisson: -95.2496 valid_0's quantile: 4.26628
[27] valid_0's poisson: -95.8011 valid_0's quantile: 4.17937
[28] valid_0's poisson: -96.3221 valid_0's quantile: 4.10331
[29] valid_0's poisson: -96.8106 valid_0's quantile: 4.025
[30] valid_0's poisson: -97.2775 valid_0's quantile: 3.95516
[31] valid_0's poisson: -97.7026 valid_0's quantile: 3.88717
[32] valid_0's poisson: -98.1186 valid_0's quantile: 3.82355
[33] valid_0's poisson: -98.5208 valid_0's quantile: 3.76913
[34] valid_0's poisson: -98.8872 valid_0's quantile: 3.72047
[35] valid_0's poisson: -99.2218 valid_0's quantile: 3.67205
[36] valid_0's poisson: -99.5291 valid_0's quantile: 3.62321
[37] valid_0's poisson: -99.8174 valid_0's quantile: 3.5738
[38] valid_0's poisson: -100.118 valid_0's quantile: 3.52721
[39] valid_0's poisson: -100.382 valid_0's quantile: 3.4896
[40] valid_0's poisson: -100.638 valid_0's quantile: 3.45492
[41] valid_0's poisson: -100.889 valid_0's quantile: 3.41731
[42] valid_0's poisson: -101.112 valid_0's quantile: 3.38456
[43] valid_0's poisson: -101.324 valid_0's quantile: 3.35622
[44] valid_0's poisson: -101.527 valid_0's quantile: 3.33004
[45] valid_0's poisson: -101.712 valid_0's quantile: 3.30338
[46] valid_0's poisson: -101.877 valid_0's quantile: 3.27581
[47] valid_0's poisson: -102.061 valid_0's quantile: 3.24855
[48] valid_0's poisson: -102.229 valid_0's quantile: 3.22411
[49] valid_0's poisson: -102.377 valid_0's quantile: 3.20664
[50] valid_0's poisson: -102.518 valid_0's quantile: 3.18779
[51] valid_0's poisson: -102.648 valid_0's quantile: 3.17288
[52] valid_0's poisson: -102.771 valid_0's quantile: 3.15732
[53] valid_0's poisson: -102.889 valid_0's quantile: 3.14374
[54] valid_0's poisson: -103.003 valid_0's quantile: 3.12925
[55] valid_0's poisson: -103.113 valid_0's quantile: 3.11731
[56] valid_0's poisson: -103.213 valid_0's quantile: 3.10653
[57] valid_0's poisson: -103.303 valid_0's quantile: 3.09647
[58] valid_0's poisson: -103.396 valid_0's quantile: 3.08316
[59] valid_0's poisson: -103.478 valid_0's quantile: 3.07419
[60] valid_0's poisson: -103.558 valid_0's quantile: 3.06426
[61] valid_0's poisson: -103.628 valid_0's quantile: 3.055
[62] valid_0's poisson: -103.698 valid_0's quantile: 3.04317
[63] valid_0's poisson: -103.767 valid_0's quantile: 3.03413
[64] valid_0's poisson: -103.833 valid_0's quantile: 3.02425
[65] valid_0's poisson: -103.899 valid_0's quantile: 3.01752
[66] valid_0's poisson: -103.959 valid_0's quantile: 3.0112
[67] valid_0's poisson: -104.013 valid_0's quantile: 2.99863
[68] valid_0's poisson: -104.064 valid_0's quantile: 2.99411
[69] valid_0's poisson: -104.118 valid_0's quantile: 2.98921
[70] valid_0's poisson: -104.167 valid_0's quantile: 2.98394
[71] valid_0's poisson: -104.212 valid_0's quantile: 2.97943
[72] valid_0's poisson: -104.253 valid_0's quantile: 2.97164
[73] valid_0's poisson: -104.283 valid_0's quantile: 2.96604
[74] valid_0's poisson: -104.322 valid_0's quantile: 2.96253
[75] valid_0's poisson: -104.355 valid_0's quantile: 2.95673
[76] valid_0's poisson: -104.387 valid_0's quantile: 2.95374
[77] valid_0's poisson: -104.417 valid_0's quantile: 2.95046
[78] valid_0's poisson: -104.445 valid_0's quantile: 2.94206
[79] valid_0's poisson: -104.472 valid_0's quantile: 2.93911
[80] valid_0's poisson: -104.499 valid_0's quantile: 2.93681
[81] valid_0's poisson: -104.532 valid_0's quantile: 2.93306
[82] valid_0's poisson: -104.562 valid_0's quantile: 2.93004
[83] valid_0's poisson: -104.593 valid_0's quantile: 2.92567
[84] valid_0's poisson: -104.627 valid_0's quantile: 2.92217
[85] valid_0's poisson: -104.65 valid_0's quantile: 2.91943
[86] valid_0's poisson: -104.67 valid_0's quantile: 2.91651
[87] valid_0's poisson: -104.688 valid_0's quantile: 2.91494
[88] valid_0's poisson: -104.706 valid_0's quantile: 2.91371
[89] valid_0's poisson: -104.719 valid_0's quantile: 2.90917
[90] valid_0's poisson: -104.736 valid_0's quantile: 2.90749
[91] valid_0's poisson: -104.752 valid_0's quantile: 2.90609
[92] valid_0's poisson: -104.762 valid_0's quantile: 2.90171
[93] valid_0's poisson: -104.776 valid_0's quantile: 2.89962
[94] valid_0's poisson: -104.791 valid_0's quantile: 2.89713
[95] valid_0's poisson: -104.806 valid_0's quantile: 2.89497
[96] valid_0's poisson: -104.814 valid_0's quantile: 2.89168
[97] valid_0's poisson: -104.823 valid_0's quantile: 2.88772
[98] valid_0's poisson: -104.829 valid_0's quantile: 2.88641
[99] valid_0's poisson: -104.836 valid_0's quantile: 2.88453
[100] valid_0's poisson: -104.839 valid_0's quantile: 2.87949
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.7827 valid_0's quantile: 11.5158
[2] valid_0's poisson: -63.3757 valid_0's quantile: 11.3385
[3] valid_0's poisson: -63.9521 valid_0's quantile: 11.1653
[4] valid_0's poisson: -64.5244 valid_0's quantile: 10.9967
[5] valid_0's poisson: -65.0658 valid_0's quantile: 10.8343
[6] valid_0's poisson: -65.593 valid_0's quantile: 10.6776
[7] valid_0's poisson: -66.1093 valid_0's quantile: 10.5267
[8] valid_0's poisson: -66.6403 valid_0's quantile: 10.3771
[9] valid_0's poisson: -67.1585 valid_0's quantile: 10.231
[10] valid_0's poisson: -67.6653 valid_0's quantile: 10.0906
[11] valid_0's poisson: -68.1658 valid_0's quantile: 9.95325
[12] valid_0's poisson: -68.6625 valid_0's quantile: 9.81966
[13] valid_0's poisson: -69.1302 valid_0's quantile: 9.69258
[14] valid_0's poisson: -69.6 valid_0's quantile: 9.56749
[15] valid_0's poisson: -70.0524 valid_0's quantile: 9.4444
[16] valid_0's poisson: -70.4953 valid_0's quantile: 9.32606
[17] valid_0's poisson: -70.9571 valid_0's quantile: 9.20514
[18] valid_0's poisson: -71.4092 valid_0's quantile: 9.08819
[19] valid_0's poisson: -71.8555 valid_0's quantile: 8.97719
[20] valid_0's poisson: -72.2904 valid_0's quantile: 8.86496
[21] valid_0's poisson: -72.7103 valid_0's quantile: 8.75847
[22] valid_0's poisson: -73.1303 valid_0's quantile: 8.65389
[23] valid_0's poisson: -73.5495 valid_0's quantile: 8.54862
[24] valid_0's poisson: -73.9556 valid_0's quantile: 8.4477
[25] valid_0's poisson: -74.3543 valid_0's quantile: 8.34983
[26] valid_0's poisson: -74.7667 valid_0's quantile: 8.24695
[27] valid_0's poisson: -75.1913 valid_0's quantile: 8.14526
[28] valid_0's poisson: -75.6073 valid_0's quantile: 8.04629
[29] valid_0's poisson: -76.0149 valid_0's quantile: 7.9495
[30] valid_0's poisson: -76.3923 valid_0's quantile: 7.8582
[31] valid_0's poisson: -76.7859 valid_0's quantile: 7.76644
[32] valid_0's poisson: -77.1717 valid_0's quantile: 7.67645
[33] valid_0's poisson: -77.547 valid_0's quantile: 7.58856
[34] valid_0's poisson: -77.9179 valid_0's quantile: 7.50227
[35] valid_0's poisson: -78.2617 valid_0's quantile: 7.42174
[36] valid_0's poisson: -78.6192 valid_0's quantile: 7.33945
[37] valid_0's poisson: -78.9682 valid_0's quantile: 7.25983
[38] valid_0's poisson: -79.3098 valid_0's quantile: 7.18131
[39] valid_0's poisson: -79.6448 valid_0's quantile: 7.10466
[40] valid_0's poisson: -79.9751 valid_0's quantile: 7.03025
[41] valid_0's poisson: -80.2982 valid_0's quantile: 6.95743
[42] valid_0's poisson: -80.6153 valid_0's quantile: 6.88577
[43] valid_0's poisson: -80.9186 valid_0's quantile: 6.81727
[44] valid_0's poisson: -81.2152 valid_0's quantile: 6.75067
[45] valid_0's poisson: -81.5189 valid_0's quantile: 6.68298
[46] valid_0's poisson: -81.8175 valid_0's quantile: 6.62007
[47] valid_0's poisson: -82.1047 valid_0's quantile: 6.55978
[48] valid_0's poisson: -82.3775 valid_0's quantile: 6.50344
[49] valid_0's poisson: -82.6481 valid_0's quantile: 6.44879
[50] valid_0's poisson: -82.9176 valid_0's quantile: 6.39444
[51] valid_0's poisson: -83.1892 valid_0's quantile: 6.34075
[52] valid_0's poisson: -83.4493 valid_0's quantile: 6.28862
[53] valid_0's poisson: -83.7058 valid_0's quantile: 6.23755
[54] valid_0's poisson: -83.9686 valid_0's quantile: 6.18656
[55] valid_0's poisson: -84.2225 valid_0's quantile: 6.13551
[56] valid_0's poisson: -84.4718 valid_0's quantile: 6.08686
[57] valid_0's poisson: -84.7165 valid_0's quantile: 6.03965
[58] valid_0's poisson: -84.9568 valid_0's quantile: 5.99249
[59] valid_0's poisson: -85.197 valid_0's quantile: 5.94441
[60] valid_0's poisson: -85.4317 valid_0's quantile: 5.89782
[61] valid_0's poisson: -85.6577 valid_0's quantile: 5.85238
[62] valid_0's poisson: -85.8816 valid_0's quantile: 5.80742
[63] valid_0's poisson: -86.1019 valid_0's quantile: 5.76245
[64] valid_0's poisson: -86.3314 valid_0's quantile: 5.72122
[65] valid_0's poisson: -86.5477 valid_0's quantile: 5.68148
[66] valid_0's poisson: -86.7614 valid_0's quantile: 5.64002
[67] valid_0's poisson: -86.9693 valid_0's quantile: 5.60008
[68] valid_0's poisson: -87.1741 valid_0's quantile: 5.56075
[69] valid_0's poisson: -87.3725 valid_0's quantile: 5.52333
[70] valid_0's poisson: -87.5661 valid_0's quantile: 5.48682
[71] valid_0's poisson: -87.7565 valid_0's quantile: 5.45093
[72] valid_0's poisson: -87.9494 valid_0's quantile: 5.41591
[73] valid_0's poisson: -88.1425 valid_0's quantile: 5.38033
[74] valid_0's poisson: -88.3276 valid_0's quantile: 5.34427
[75] valid_0's poisson: -88.5237 valid_0's quantile: 5.30999
[76] valid_0's poisson: -88.7088 valid_0's quantile: 5.27566
[77] valid_0's poisson: -88.9005 valid_0's quantile: 5.24305
[78] valid_0's poisson: -89.1064 valid_0's quantile: 5.20782
[79] valid_0's poisson: -89.2968 valid_0's quantile: 5.1722
[80] valid_0's poisson: -89.5034 valid_0's quantile: 5.13983
[81] valid_0's poisson: -89.6751 valid_0's quantile: 5.1093
[82] valid_0's poisson: -89.8687 valid_0's quantile: 5.07712
[83] valid_0's poisson: -90.0336 valid_0's quantile: 5.04772
[84] valid_0's poisson: -90.2019 valid_0's quantile: 5.01858
[85] valid_0's poisson: -90.3647 valid_0's quantile: 4.99112
[86] valid_0's poisson: -90.5371 valid_0's quantile: 4.96037
[87] valid_0's poisson: -90.7132 valid_0's quantile: 4.93263
[88] valid_0's poisson: -90.8896 valid_0's quantile: 4.90474
[89] valid_0's poisson: -91.0595 valid_0's quantile: 4.87668
[90] valid_0's poisson: -91.2269 valid_0's quantile: 4.85098
[91] valid_0's poisson: -91.387 valid_0's quantile: 4.82473
[92] valid_0's poisson: -91.548 valid_0's quantile: 4.79862
[93] valid_0's poisson: -91.7084 valid_0's quantile: 4.77423
[94] valid_0's poisson: -91.8658 valid_0's quantile: 4.74805
[95] valid_0's poisson: -92.016 valid_0's quantile: 4.72378
[96] valid_0's poisson: -92.1647 valid_0's quantile: 4.69739
[97] valid_0's poisson: -92.32 valid_0's quantile: 4.67396
[98] valid_0's poisson: -92.4677 valid_0's quantile: 4.65196
[99] valid_0's poisson: -92.6097 valid_0's quantile: 4.62695
[100] valid_0's poisson: -92.7511 valid_0's quantile: 4.60612
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.7969 valid_0's quantile: 11.5127
[2] valid_0's poisson: -63.4047 valid_0's quantile: 11.3365
[3] valid_0's poisson: -63.9952 valid_0's quantile: 11.1607
[4] valid_0's poisson: -64.581 valid_0's quantile: 10.9906
[5] valid_0's poisson: -65.1412 valid_0's quantile: 10.8231
[6] valid_0's poisson: -65.6979 valid_0's quantile: 10.6579
[7] valid_0's poisson: -66.2262 valid_0's quantile: 10.5021
[8] valid_0's poisson: -66.7545 valid_0's quantile: 10.3515
[9] valid_0's poisson: -67.268 valid_0's quantile: 10.2088
[10] valid_0's poisson: -67.7719 valid_0's quantile: 10.0694
[11] valid_0's poisson: -68.2664 valid_0's quantile: 9.93248
[12] valid_0's poisson: -68.7454 valid_0's quantile: 9.7988
[13] valid_0's poisson: -69.2176 valid_0's quantile: 9.66835
[14] valid_0's poisson: -69.6755 valid_0's quantile: 9.54143
[15] valid_0's poisson: -70.1261 valid_0's quantile: 9.41692
[16] valid_0's poisson: -70.5664 valid_0's quantile: 9.29618
[17] valid_0's poisson: -70.9937 valid_0's quantile: 9.17823
[18] valid_0's poisson: -71.4507 valid_0's quantile: 9.06401
[19] valid_0's poisson: -71.8945 valid_0's quantile: 8.95296
[20] valid_0's poisson: -72.3364 valid_0's quantile: 8.84081
[21] valid_0's poisson: -72.775 valid_0's quantile: 8.73001
[22] valid_0's poisson: -73.1885 valid_0's quantile: 8.62757
[23] valid_0's poisson: -73.601 valid_0's quantile: 8.52439
[24] valid_0's poisson: -74.01 valid_0's quantile: 8.42426
[25] valid_0's poisson: -74.4295 valid_0's quantile: 8.32144
[26] valid_0's poisson: -74.8445 valid_0's quantile: 8.22209
[27] valid_0's poisson: -75.2455 valid_0's quantile: 8.12457
[28] valid_0's poisson: -75.6498 valid_0's quantile: 8.02739
[29] valid_0's poisson: -76.0448 valid_0's quantile: 7.93491
[30] valid_0's poisson: -76.4345 valid_0's quantile: 7.84371
[31] valid_0's poisson: -76.8297 valid_0's quantile: 7.75303
[32] valid_0's poisson: -77.2207 valid_0's quantile: 7.66305
[33] valid_0's poisson: -77.6041 valid_0's quantile: 7.57473
[34] valid_0's poisson: -77.9793 valid_0's quantile: 7.48823
[35] valid_0's poisson: -78.3527 valid_0's quantile: 7.40052
[36] valid_0's poisson: -78.7175 valid_0's quantile: 7.31499
[37] valid_0's poisson: -79.0504 valid_0's quantile: 7.2399
[38] valid_0's poisson: -79.4011 valid_0's quantile: 7.16035
[39] valid_0's poisson: -79.7442 valid_0's quantile: 7.08338
[40] valid_0's poisson: -80.0724 valid_0's quantile: 7.00901
[41] valid_0's poisson: -80.3977 valid_0's quantile: 6.93389
[42] valid_0's poisson: -80.7228 valid_0's quantile: 6.85965
[43] valid_0's poisson: -81.0388 valid_0's quantile: 6.78958
[44] valid_0's poisson: -81.3517 valid_0's quantile: 6.72082
[45] valid_0's poisson: -81.6597 valid_0's quantile: 6.65509
[46] valid_0's poisson: -81.9559 valid_0's quantile: 6.59335
[47] valid_0's poisson: -82.2546 valid_0's quantile: 6.53051
[48] valid_0's poisson: -82.5474 valid_0's quantile: 6.46967
[49] valid_0's poisson: -82.835 valid_0's quantile: 6.41072
[50] valid_0's poisson: -83.1165 valid_0's quantile: 6.35367
[51] valid_0's poisson: -83.3984 valid_0's quantile: 6.29753
[52] valid_0's poisson: -83.6749 valid_0's quantile: 6.24239
[53] valid_0's poisson: -83.9481 valid_0's quantile: 6.1873
[54] valid_0's poisson: -84.2143 valid_0's quantile: 6.1351
[55] valid_0's poisson: -84.4741 valid_0's quantile: 6.08434
[56] valid_0's poisson: -84.7328 valid_0's quantile: 6.0343
[57] valid_0's poisson: -84.9882 valid_0's quantile: 5.98468
[58] valid_0's poisson: -85.2344 valid_0's quantile: 5.93725
[59] valid_0's poisson: -85.4773 valid_0's quantile: 5.88906
[60] valid_0's poisson: -85.7227 valid_0's quantile: 5.84234
[61] valid_0's poisson: -85.9542 valid_0's quantile: 5.7963
[62] valid_0's poisson: -86.19 valid_0's quantile: 5.74916
[63] valid_0's poisson: -86.4206 valid_0's quantile: 5.70523
[64] valid_0's poisson: -86.6494 valid_0's quantile: 5.66115
[65] valid_0's poisson: -86.8748 valid_0's quantile: 5.61817
[66] valid_0's poisson: -87.1 valid_0's quantile: 5.57693
[67] valid_0's poisson: -87.317 valid_0's quantile: 5.53728
[68] valid_0's poisson: -87.5295 valid_0's quantile: 5.49886
[69] valid_0's poisson: -87.741 valid_0's quantile: 5.46034
[70] valid_0's poisson: -87.9433 valid_0's quantile: 5.42316
[71] valid_0's poisson: -88.1497 valid_0's quantile: 5.38526
[72] valid_0's poisson: -88.348 valid_0's quantile: 5.34791
[73] valid_0's poisson: -88.5586 valid_0's quantile: 5.30985
[74] valid_0's poisson: -88.7671 valid_0's quantile: 5.27239
[75] valid_0's poisson: -88.9689 valid_0's quantile: 5.23576
[76] valid_0's poisson: -89.1718 valid_0's quantile: 5.19698
[77] valid_0's poisson: -89.3728 valid_0's quantile: 5.16457
[78] valid_0's poisson: -89.5623 valid_0's quantile: 5.13098
[79] valid_0's poisson: -89.7401 valid_0's quantile: 5.09967
[80] valid_0's poisson: -89.915 valid_0's quantile: 5.06881
[81] valid_0's poisson: -90.1073 valid_0's quantile: 5.03486
[82] valid_0's poisson: -90.2921 valid_0's quantile: 5.00437
[83] valid_0's poisson: -90.4727 valid_0's quantile: 4.97381
[84] valid_0's poisson: -90.6538 valid_0's quantile: 4.94311
[85] valid_0's poisson: -90.8303 valid_0's quantile: 4.9123
[86] valid_0's poisson: -91.0037 valid_0's quantile: 4.88273
[87] valid_0's poisson: -91.1742 valid_0's quantile: 4.85601
[88] valid_0's poisson: -91.3385 valid_0's quantile: 4.82533
[89] valid_0's poisson: -91.5039 valid_0's quantile: 4.79783
[90] valid_0's poisson: -91.6651 valid_0's quantile: 4.77299
[91] valid_0's poisson: -91.8253 valid_0's quantile: 4.74655
[92] valid_0's poisson: -91.9789 valid_0's quantile: 4.72137
[93] valid_0's poisson: -92.1366 valid_0's quantile: 4.69583
[94] valid_0's poisson: -92.2886 valid_0's quantile: 4.67186
[95] valid_0's poisson: -92.4403 valid_0's quantile: 4.64768
[96] valid_0's poisson: -92.5864 valid_0's quantile: 4.62592
[97] valid_0's poisson: -92.7316 valid_0's quantile: 4.60197
[98] valid_0's poisson: -92.8736 valid_0's quantile: 4.57959
[99] valid_0's poisson: -93.0095 valid_0's quantile: 4.5571
[100] valid_0's poisson: -93.1583 valid_0's quantile: 4.53378
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -63.4134 valid_0's quantile: 11.5026
[2] valid_0's poisson: -64.0154 valid_0's quantile: 11.3208
[3] valid_0's poisson: -64.6022 valid_0's quantile: 11.1452
[4] valid_0's poisson: -65.1737 valid_0's quantile: 10.9711
[5] valid_0's poisson: -65.7274 valid_0's quantile: 10.8013
[6] valid_0's poisson: -66.283 valid_0's quantile: 10.6336
[7] valid_0's poisson: -66.8235 valid_0's quantile: 10.4742
[8] valid_0's poisson: -67.3557 valid_0's quantile: 10.3203
[9] valid_0's poisson: -67.8655 valid_0's quantile: 10.1748
[10] valid_0's poisson: -68.3564 valid_0's quantile: 10.0336
[11] valid_0's poisson: -68.8334 valid_0's quantile: 9.89736
[12] valid_0's poisson: -69.3193 valid_0's quantile: 9.76065
[13] valid_0's poisson: -69.7937 valid_0's quantile: 9.62671
[14] valid_0's poisson: -70.2796 valid_0's quantile: 9.49078
[15] valid_0's poisson: -70.7337 valid_0's quantile: 9.36352
[16] valid_0's poisson: -71.1756 valid_0's quantile: 9.24108
[17] valid_0's poisson: -71.6088 valid_0's quantile: 9.12058
[18] valid_0's poisson: -72.057 valid_0's quantile: 8.99994
[19] valid_0's poisson: -72.4992 valid_0's quantile: 8.88432
[20] valid_0's poisson: -72.9263 valid_0's quantile: 8.77179
[21] valid_0's poisson: -73.3138 valid_0's quantile: 8.66962
[22] valid_0's poisson: -73.7241 valid_0's quantile: 8.56253
[23] valid_0's poisson: -74.0993 valid_0's quantile: 8.46742
[24] valid_0's poisson: -74.5243 valid_0's quantile: 8.36355
[25] valid_0's poisson: -74.9394 valid_0's quantile: 8.26221
[26] valid_0's poisson: -75.3287 valid_0's quantile: 8.16334
[27] valid_0's poisson: -75.7267 valid_0's quantile: 8.06614
[28] valid_0's poisson: -76.104 valid_0's quantile: 7.97761
[29] valid_0's poisson: -76.47 valid_0's quantile: 7.88768
[30] valid_0's poisson: -76.8555 valid_0's quantile: 7.79476
[31] valid_0's poisson: -77.2189 valid_0's quantile: 7.70422
[32] valid_0's poisson: -77.5893 valid_0's quantile: 7.61355
[33] valid_0's poisson: -77.953 valid_0's quantile: 7.5252
[34] valid_0's poisson: -78.3082 valid_0's quantile: 7.44027
[35] valid_0's poisson: -78.6562 valid_0's quantile: 7.35794
[36] valid_0's poisson: -78.9974 valid_0's quantile: 7.27747
[37] valid_0's poisson: -79.3278 valid_0's quantile: 7.1998
[38] valid_0's poisson: -79.6563 valid_0's quantile: 7.12328
[39] valid_0's poisson: -79.9934 valid_0's quantile: 7.04674
[40] valid_0's poisson: -80.324 valid_0's quantile: 6.97145
[41] valid_0's poisson: -80.6488 valid_0's quantile: 6.8983
[42] valid_0's poisson: -80.9698 valid_0's quantile: 6.82708
[43] valid_0's poisson: -81.2785 valid_0's quantile: 6.75758
[44] valid_0's poisson: -81.5717 valid_0's quantile: 6.69041
[45] valid_0's poisson: -81.8762 valid_0's quantile: 6.62574
[46] valid_0's poisson: -82.168 valid_0's quantile: 6.56335
[47] valid_0's poisson: -82.4534 valid_0's quantile: 6.50332
[48] valid_0's poisson: -82.7331 valid_0's quantile: 6.44561
[49] valid_0's poisson: -83.0144 valid_0's quantile: 6.38834
[50] valid_0's poisson: -83.2908 valid_0's quantile: 6.33326
[51] valid_0's poisson: -83.5554 valid_0's quantile: 6.28041
[52] valid_0's poisson: -83.8087 valid_0's quantile: 6.2279
[53] valid_0's poisson: -84.0633 valid_0's quantile: 6.1757
[54] valid_0's poisson: -84.3144 valid_0's quantile: 6.12461
[55] valid_0's poisson: -84.5558 valid_0's quantile: 6.07512
[56] valid_0's poisson: -84.7937 valid_0's quantile: 6.02798
[57] valid_0's poisson: -85.0319 valid_0's quantile: 5.98013
[58] valid_0's poisson: -85.2783 valid_0's quantile: 5.93057
[59] valid_0's poisson: -85.5205 valid_0's quantile: 5.88224
[60] valid_0's poisson: -85.7591 valid_0's quantile: 5.83271
[61] valid_0's poisson: -85.9907 valid_0's quantile: 5.78571
[62] valid_0's poisson: -86.2153 valid_0's quantile: 5.74198
[63] valid_0's poisson: -86.4306 valid_0's quantile: 5.70015
[64] valid_0's poisson: -86.6424 valid_0's quantile: 5.66002
[65] valid_0's poisson: -86.8602 valid_0's quantile: 5.61939
[66] valid_0's poisson: -87.0714 valid_0's quantile: 5.57956
[67] valid_0's poisson: -87.2821 valid_0's quantile: 5.53896
[68] valid_0's poisson: -87.4878 valid_0's quantile: 5.50058
[69] valid_0's poisson: -87.6847 valid_0's quantile: 5.46196
[70] valid_0's poisson: -87.8838 valid_0's quantile: 5.42391
[71] valid_0's poisson: -88.0797 valid_0's quantile: 5.38643
[72] valid_0's poisson: -88.2912 valid_0's quantile: 5.34636
[73] valid_0's poisson: -88.4954 valid_0's quantile: 5.30888
[74] valid_0's poisson: -88.6792 valid_0's quantile: 5.27436
[75] valid_0's poisson: -88.8616 valid_0's quantile: 5.24068
[76] valid_0's poisson: -89.0581 valid_0's quantile: 5.20583
[77] valid_0's poisson: -89.2342 valid_0's quantile: 5.17456
[78] valid_0's poisson: -89.4244 valid_0's quantile: 5.14133
[79] valid_0's poisson: -89.6106 valid_0's quantile: 5.10928
[80] valid_0's poisson: -89.7995 valid_0's quantile: 5.07545
[81] valid_0's poisson: -89.9901 valid_0's quantile: 5.04208
[82] valid_0's poisson: -90.1781 valid_0's quantile: 5.0101
[83] valid_0's poisson: -90.3626 valid_0's quantile: 4.97902
[84] valid_0's poisson: -90.5393 valid_0's quantile: 4.94929
[85] valid_0's poisson: -90.7 valid_0's quantile: 4.92154
[86] valid_0's poisson: -90.8705 valid_0's quantile: 4.89385
[87] valid_0's poisson: -91.0384 valid_0's quantile: 4.86726
[88] valid_0's poisson: -91.1998 valid_0's quantile: 4.8417
[89] valid_0's poisson: -91.346 valid_0's quantile: 4.8175
[90] valid_0's poisson: -91.5044 valid_0's quantile: 4.79241
[91] valid_0's poisson: -91.6687 valid_0's quantile: 4.76687
[92] valid_0's poisson: -91.8234 valid_0's quantile: 4.74337
[93] valid_0's poisson: -91.9713 valid_0's quantile: 4.7157
[94] valid_0's poisson: -92.1285 valid_0's quantile: 4.69177
[95] valid_0's poisson: -92.283 valid_0's quantile: 4.66668
[96] valid_0's poisson: -92.4296 valid_0's quantile: 4.64426
[97] valid_0's poisson: -92.5761 valid_0's quantile: 4.62057
[98] valid_0's poisson: -92.7186 valid_0's quantile: 4.5987
[99] valid_0's poisson: -92.861 valid_0's quantile: 4.57751
[100] valid_0's poisson: -92.9889 valid_0's quantile: 4.55791
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -64.0235 valid_0's quantile: 11.5014
[2] valid_0's poisson: -64.609 valid_0's quantile: 11.3223
[3] valid_0's poisson: -65.1763 valid_0's quantile: 11.151
[4] valid_0's poisson: -65.7335 valid_0's quantile: 10.9819
[5] valid_0's poisson: -66.2936 valid_0's quantile: 10.8114
[6] valid_0's poisson: -66.8384 valid_0's quantile: 10.6475
[7] valid_0's poisson: -67.3798 valid_0's quantile: 10.4886
[8] valid_0's poisson: -67.9082 valid_0's quantile: 10.3348
[9] valid_0's poisson: -68.4295 valid_0's quantile: 10.1854
[10] valid_0's poisson: -68.9378 valid_0's quantile: 10.0378
[11] valid_0's poisson: -69.4417 valid_0's quantile: 9.89461
[12] valid_0's poisson: -69.9332 valid_0's quantile: 9.75586
[13] valid_0's poisson: -70.4104 valid_0's quantile: 9.62344
[14] valid_0's poisson: -70.8765 valid_0's quantile: 9.49344
[15] valid_0's poisson: -71.3284 valid_0's quantile: 9.36493
[16] valid_0's poisson: -71.7943 valid_0's quantile: 9.24041
[17] valid_0's poisson: -72.2501 valid_0's quantile: 9.11862
[18] valid_0's poisson: -72.6634 valid_0's quantile: 9.00515
[19] valid_0's poisson: -73.0723 valid_0's quantile: 8.89493
[20] valid_0's poisson: -73.4995 valid_0's quantile: 8.78525
[21] valid_0's poisson: -73.9187 valid_0's quantile: 8.67628
[22] valid_0's poisson: -74.3321 valid_0's quantile: 8.57101
[23] valid_0's poisson: -74.7373 valid_0's quantile: 8.4695
[24] valid_0's poisson: -75.1073 valid_0's quantile: 8.37483
[25] valid_0's poisson: -75.4985 valid_0's quantile: 8.2766
[26] valid_0's poisson: -75.8939 valid_0's quantile: 8.17633
[27] valid_0's poisson: -76.2826 valid_0's quantile: 8.07913
[28] valid_0's poisson: -76.6616 valid_0's quantile: 7.98572
[29] valid_0's poisson: -77.0368 valid_0's quantile: 7.89371
[30] valid_0's poisson: -77.4043 valid_0's quantile: 7.80426
[31] valid_0's poisson: -77.7603 valid_0's quantile: 7.71703
[32] valid_0's poisson: -78.112 valid_0's quantile: 7.63055
[33] valid_0's poisson: -78.4616 valid_0's quantile: 7.54572
[34] valid_0's poisson: -78.7992 valid_0's quantile: 7.46279
[35] valid_0's poisson: -79.1477 valid_0's quantile: 7.37956
[36] valid_0's poisson: -79.4907 valid_0's quantile: 7.29775
[37] valid_0's poisson: -79.8114 valid_0's quantile: 7.22154
[38] valid_0's poisson: -80.1264 valid_0's quantile: 7.14715
[39] valid_0's poisson: -80.4571 valid_0's quantile: 7.07075
[40] valid_0's poisson: -80.7626 valid_0's quantile: 7.00003
[41] valid_0's poisson: -81.0836 valid_0's quantile: 6.92545
[42] valid_0's poisson: -81.3925 valid_0's quantile: 6.8536
[43] valid_0's poisson: -81.6862 valid_0's quantile: 6.78472
[44] valid_0's poisson: -81.9819 valid_0's quantile: 6.71527
[45] valid_0's poisson: -82.2819 valid_0's quantile: 6.64896
[46] valid_0's poisson: -82.5724 valid_0's quantile: 6.58499
[47] valid_0's poisson: -82.8594 valid_0's quantile: 6.52392
[48] valid_0's poisson: -83.1371 valid_0's quantile: 6.46449
[49] valid_0's poisson: -83.4133 valid_0's quantile: 6.40714
[50] valid_0's poisson: -83.6857 valid_0's quantile: 6.34968
[51] valid_0's poisson: -83.95 valid_0's quantile: 6.29498
[52] valid_0's poisson: -84.2119 valid_0's quantile: 6.24028
[53] valid_0's poisson: -84.4692 valid_0's quantile: 6.18785
[54] valid_0's poisson: -84.7226 valid_0's quantile: 6.13556
[55] valid_0's poisson: -84.9668 valid_0's quantile: 6.08523
[56] valid_0's poisson: -85.2092 valid_0's quantile: 6.03626
[57] valid_0's poisson: -85.4476 valid_0's quantile: 5.99
[58] valid_0's poisson: -85.686 valid_0's quantile: 5.94069
[59] valid_0's poisson: -85.9195 valid_0's quantile: 5.89392
[60] valid_0's poisson: -86.1501 valid_0's quantile: 5.84537
[61] valid_0's poisson: -86.3732 valid_0's quantile: 5.79896
[62] valid_0's poisson: -86.5949 valid_0's quantile: 5.75371
[63] valid_0's poisson: -86.812 valid_0's quantile: 5.70943
[64] valid_0's poisson: -87.0288 valid_0's quantile: 5.66562
[65] valid_0's poisson: -87.2392 valid_0's quantile: 5.62439
[66] valid_0's poisson: -87.4473 valid_0's quantile: 5.58573
[67] valid_0's poisson: -87.6515 valid_0's quantile: 5.54856
[68] valid_0's poisson: -87.8552 valid_0's quantile: 5.51178
[69] valid_0's poisson: -88.0516 valid_0's quantile: 5.47416
[70] valid_0's poisson: -88.2427 valid_0's quantile: 5.43762
[71] valid_0's poisson: -88.4303 valid_0's quantile: 5.40191
[72] valid_0's poisson: -88.6378 valid_0's quantile: 5.36597
[73] valid_0's poisson: -88.8388 valid_0's quantile: 5.32866
[74] valid_0's poisson: -89.0218 valid_0's quantile: 5.29532
[75] valid_0's poisson: -89.2197 valid_0's quantile: 5.2614
[76] valid_0's poisson: -89.4119 valid_0's quantile: 5.22625
[77] valid_0's poisson: -89.605 valid_0's quantile: 5.19312
[78] valid_0's poisson: -89.795 valid_0's quantile: 5.15912
[79] valid_0's poisson: -89.98 valid_0's quantile: 5.12579
[80] valid_0's poisson: -90.162 valid_0's quantile: 5.09463
[81] valid_0's poisson: -90.3242 valid_0's quantile: 5.06509
[82] valid_0's poisson: -90.503 valid_0's quantile: 5.03379
[83] valid_0's poisson: -90.6623 valid_0's quantile: 5.00608
[84] valid_0's poisson: -90.8383 valid_0's quantile: 4.97875
[85] valid_0's poisson: -90.986 valid_0's quantile: 4.95268
[86] valid_0's poisson: -91.1535 valid_0's quantile: 4.92447
[87] valid_0's poisson: -91.3163 valid_0's quantile: 4.89759
[88] valid_0's poisson: -91.4784 valid_0's quantile: 4.87088
[89] valid_0's poisson: -91.6375 valid_0's quantile: 4.84492
[90] valid_0's poisson: -91.7934 valid_0's quantile: 4.81912
[91] valid_0's poisson: -91.9531 valid_0's quantile: 4.79482
[92] valid_0's poisson: -92.1025 valid_0's quantile: 4.77
[93] valid_0's poisson: -92.2489 valid_0's quantile: 4.74614
[94] valid_0's poisson: -92.4022 valid_0's quantile: 4.7233
[95] valid_0's poisson: -92.5439 valid_0's quantile: 4.70117
[96] valid_0's poisson: -92.6964 valid_0's quantile: 4.67717
[97] valid_0's poisson: -92.8334 valid_0's quantile: 4.65141
[98] valid_0's poisson: -92.98 valid_0's quantile: 4.62807
[99] valid_0's poisson: -93.1193 valid_0's quantile: 4.60707
[100] valid_0's poisson: -93.2514 valid_0's quantile: 4.58426
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.7417 valid_0's quantile: 11.5233
[2] valid_0's poisson: -63.313 valid_0's quantile: 11.3481
[3] valid_0's poisson: -63.9033 valid_0's quantile: 11.1771
[4] valid_0's poisson: -64.4782 valid_0's quantile: 11.0097
[5] valid_0's poisson: -65.0381 valid_0's quantile: 10.8467
[6] valid_0's poisson: -65.5816 valid_0's quantile: 10.6887
[7] valid_0's poisson: -66.1104 valid_0's quantile: 10.5348
[8] valid_0's poisson: -66.6269 valid_0's quantile: 10.3885
[9] valid_0's poisson: -67.147 valid_0's quantile: 10.2437
[10] valid_0's poisson: -67.654 valid_0's quantile: 10.1027
[11] valid_0's poisson: -68.1535 valid_0's quantile: 9.96489
[12] valid_0's poisson: -68.6382 valid_0's quantile: 9.83184
[13] valid_0's poisson: -69.1117 valid_0's quantile: 9.70213
[14] valid_0's poisson: -69.5824 valid_0's quantile: 9.57835
[15] valid_0's poisson: -70.0335 valid_0's quantile: 9.45681
[16] valid_0's poisson: -70.4758 valid_0's quantile: 9.33862
[17] valid_0's poisson: -70.9074 valid_0's quantile: 9.22319
[18] valid_0's poisson: -71.3295 valid_0's quantile: 9.11087
[19] valid_0's poisson: -71.7694 valid_0's quantile: 8.9971
[20] valid_0's poisson: -72.1919 valid_0's quantile: 8.88765
[21] valid_0's poisson: -72.6071 valid_0's quantile: 8.77821
[22] valid_0's poisson: -73.0314 valid_0's quantile: 8.66777
[23] valid_0's poisson: -73.4433 valid_0's quantile: 8.56126
[24] valid_0's poisson: -73.8813 valid_0's quantile: 8.45616
[25] valid_0's poisson: -74.3125 valid_0's quantile: 8.35243
[26] valid_0's poisson: -74.7349 valid_0's quantile: 8.25192
[27] valid_0's poisson: -75.148 valid_0's quantile: 8.15406
[28] valid_0's poisson: -75.5536 valid_0's quantile: 8.0581
[29] valid_0's poisson: -75.9509 valid_0's quantile: 7.96438
[30] valid_0's poisson: -76.3397 valid_0's quantile: 7.87324
[31] valid_0's poisson: -76.7209 valid_0's quantile: 7.78306
[32] valid_0's poisson: -77.0956 valid_0's quantile: 7.69516
[33] valid_0's poisson: -77.4586 valid_0's quantile: 7.61
[34] valid_0's poisson: -77.8341 valid_0's quantile: 7.52398
[35] valid_0's poisson: -78.1984 valid_0's quantile: 7.44125
[36] valid_0's poisson: -78.5433 valid_0's quantile: 7.36212
[37] valid_0's poisson: -78.8823 valid_0's quantile: 7.28455
[38] valid_0's poisson: -79.2269 valid_0's quantile: 7.20731
[39] valid_0's poisson: -79.5516 valid_0's quantile: 7.13269
[40] valid_0's poisson: -79.8879 valid_0's quantile: 7.05957
[41] valid_0's poisson: -80.2045 valid_0's quantile: 6.98837
[42] valid_0's poisson: -80.5291 valid_0's quantile: 6.91837
[43] valid_0's poisson: -80.8475 valid_0's quantile: 6.8497
[44] valid_0's poisson: -81.1642 valid_0's quantile: 6.78237
[45] valid_0's poisson: -81.4592 valid_0's quantile: 6.7183
[46] valid_0's poisson: -81.7475 valid_0's quantile: 6.65776
[47] valid_0's poisson: -82.0472 valid_0's quantile: 6.59901
[48] valid_0's poisson: -82.3402 valid_0's quantile: 6.54121
[49] valid_0's poisson: -82.6288 valid_0's quantile: 6.48575
[50] valid_0's poisson: -82.9111 valid_0's quantile: 6.42968
[51] valid_0's poisson: -83.1814 valid_0's quantile: 6.37551
[52] valid_0's poisson: -83.4548 valid_0's quantile: 6.32234
[53] valid_0's poisson: -83.7254 valid_0's quantile: 6.27083
[54] valid_0's poisson: -83.9896 valid_0's quantile: 6.21978
[55] valid_0's poisson: -84.2412 valid_0's quantile: 6.17131
[56] valid_0's poisson: -84.4904 valid_0's quantile: 6.12277
[57] valid_0's poisson: -84.74 valid_0's quantile: 6.07609
[58] valid_0's poisson: -84.9944 valid_0's quantile: 6.0253
[59] valid_0's poisson: -85.2451 valid_0's quantile: 5.97479
[60] valid_0's poisson: -85.4883 valid_0's quantile: 5.926
[61] valid_0's poisson: -85.7189 valid_0's quantile: 5.88085
[62] valid_0's poisson: -85.945 valid_0's quantile: 5.83597
[63] valid_0's poisson: -86.1649 valid_0's quantile: 5.79352
[64] valid_0's poisson: -86.3863 valid_0's quantile: 5.75086
[65] valid_0's poisson: -86.6116 valid_0's quantile: 5.70819
[66] valid_0's poisson: -86.8349 valid_0's quantile: 5.66462
[67] valid_0's poisson: -87.0527 valid_0's quantile: 5.62426
[68] valid_0's poisson: -87.2635 valid_0's quantile: 5.58588
[69] valid_0's poisson: -87.4699 valid_0's quantile: 5.54642
[70] valid_0's poisson: -87.6763 valid_0's quantile: 5.50956
[71] valid_0's poisson: -87.8731 valid_0's quantile: 5.47338
[72] valid_0's poisson: -88.0685 valid_0's quantile: 5.43707
[73] valid_0's poisson: -88.2575 valid_0's quantile: 5.40257
[74] valid_0's poisson: -88.4482 valid_0's quantile: 5.36592
[75] valid_0's poisson: -88.6554 valid_0's quantile: 5.32857
[76] valid_0's poisson: -88.8414 valid_0's quantile: 5.29387
[77] valid_0's poisson: -89.0259 valid_0's quantile: 5.26011
[78] valid_0's poisson: -89.2239 valid_0's quantile: 5.22554
[79] valid_0's poisson: -89.4021 valid_0's quantile: 5.19448
[80] valid_0's poisson: -89.5892 valid_0's quantile: 5.1612
[81] valid_0's poisson: -89.7784 valid_0's quantile: 5.13025
[82] valid_0's poisson: -89.9617 valid_0's quantile: 5.09964
[83] valid_0's poisson: -90.145 valid_0's quantile: 5.0697
[84] valid_0's poisson: -90.3231 valid_0's quantile: 5.04054
[85] valid_0's poisson: -90.4856 valid_0's quantile: 5.0129
[86] valid_0's poisson: -90.6561 valid_0's quantile: 4.98628
[87] valid_0's poisson: -90.8241 valid_0's quantile: 4.95982
[88] valid_0's poisson: -90.9813 valid_0's quantile: 4.93361
[89] valid_0's poisson: -91.1445 valid_0's quantile: 4.90568
[90] valid_0's poisson: -91.3074 valid_0's quantile: 4.87917
[91] valid_0's poisson: -91.4655 valid_0's quantile: 4.85381
[92] valid_0's poisson: -91.6225 valid_0's quantile: 4.82784
[93] valid_0's poisson: -91.7789 valid_0's quantile: 4.80284
[94] valid_0's poisson: -91.9327 valid_0's quantile: 4.77863
[95] valid_0's poisson: -92.0863 valid_0's quantile: 4.75411
[96] valid_0's poisson: -92.2323 valid_0's quantile: 4.73035
[97] valid_0's poisson: -92.3735 valid_0's quantile: 4.70756
[98] valid_0's poisson: -92.5231 valid_0's quantile: 4.68436
[99] valid_0's poisson: -92.6669 valid_0's quantile: 4.66188
[100] valid_0's poisson: -92.81 valid_0's quantile: 4.63792
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.7414 valid_0's quantile: 10.9446
[2] valid_0's poisson: -67.0683 valid_0's quantile: 10.2771
[3] valid_0's poisson: -69.1801 valid_0's quantile: 9.70048
[4] valid_0's poisson: -71.1033 valid_0's quantile: 9.18393
[5] valid_0's poisson: -72.9336 valid_0's quantile: 8.69267
[6] valid_0's poisson: -74.7972 valid_0's quantile: 8.24264
[7] valid_0's poisson: -76.5298 valid_0's quantile: 7.8134
[8] valid_0's poisson: -78.0419 valid_0's quantile: 7.45261
[9] valid_0's poisson: -79.5028 valid_0's quantile: 7.11044
[10] valid_0's poisson: -80.932 valid_0's quantile: 6.7854
[11] valid_0's poisson: -82.2373 valid_0's quantile: 6.49879
[12] valid_0's poisson: -83.4532 valid_0's quantile: 6.24714
[13] valid_0's poisson: -84.5965 valid_0's quantile: 6.01169
[14] valid_0's poisson: -85.6802 valid_0's quantile: 5.79804
[15] valid_0's poisson: -86.6839 valid_0's quantile: 5.59723
[16] valid_0's poisson: -87.7013 valid_0's quantile: 5.41283
[17] valid_0's poisson: -88.6439 valid_0's quantile: 5.24228
[18] valid_0's poisson: -89.5291 valid_0's quantile: 5.07756
[19] valid_0's poisson: -90.379 valid_0's quantile: 4.93536
[20] valid_0's poisson: -91.1607 valid_0's quantile: 4.80174
[21] valid_0's poisson: -91.9193 valid_0's quantile: 4.68019
[22] valid_0's poisson: -92.6177 valid_0's quantile: 4.56612
[23] valid_0's poisson: -93.2822 valid_0's quantile: 4.46128
[24] valid_0's poisson: -93.8813 valid_0's quantile: 4.35845
[25] valid_0's poisson: -94.4692 valid_0's quantile: 4.2586
[26] valid_0's poisson: -95.0171 valid_0's quantile: 4.17076
[27] valid_0's poisson: -95.5468 valid_0's quantile: 4.08385
[28] valid_0's poisson: -96.0686 valid_0's quantile: 4.00474
[29] valid_0's poisson: -96.5599 valid_0's quantile: 3.93221
[30] valid_0's poisson: -97.0073 valid_0's quantile: 3.86857
[31] valid_0's poisson: -97.4495 valid_0's quantile: 3.80346
[32] valid_0's poisson: -97.8804 valid_0's quantile: 3.74239
[33] valid_0's poisson: -98.2863 valid_0's quantile: 3.68129
[34] valid_0's poisson: -98.6889 valid_0's quantile: 3.62701
[35] valid_0's poisson: -99.0643 valid_0's quantile: 3.57558
[36] valid_0's poisson: -99.4065 valid_0's quantile: 3.53006
[37] valid_0's poisson: -99.7513 valid_0's quantile: 3.47988
[38] valid_0's poisson: -100.068 valid_0's quantile: 3.4361
[39] valid_0's poisson: -100.362 valid_0's quantile: 3.39692
[40] valid_0's poisson: -100.631 valid_0's quantile: 3.36071
[41] valid_0's poisson: -100.894 valid_0's quantile: 3.32423
[42] valid_0's poisson: -101.134 valid_0's quantile: 3.29136
[43] valid_0's poisson: -101.355 valid_0's quantile: 3.26104
[44] valid_0's poisson: -101.562 valid_0's quantile: 3.23197
[45] valid_0's poisson: -101.76 valid_0's quantile: 3.2047
[46] valid_0's poisson: -101.96 valid_0's quantile: 3.17764
[47] valid_0's poisson: -102.142 valid_0's quantile: 3.15481
[48] valid_0's poisson: -102.314 valid_0's quantile: 3.13097
[49] valid_0's poisson: -102.468 valid_0's quantile: 3.10778
[50] valid_0's poisson: -102.629 valid_0's quantile: 3.08508
[51] valid_0's poisson: -102.77 valid_0's quantile: 3.06751
[52] valid_0's poisson: -102.919 valid_0's quantile: 3.04772
[53] valid_0's poisson: -103.06 valid_0's quantile: 3.02824
[54] valid_0's poisson: -103.194 valid_0's quantile: 3.0129
[55] valid_0's poisson: -103.324 valid_0's quantile: 2.99667
[56] valid_0's poisson: -103.444 valid_0's quantile: 2.98098
[57] valid_0's poisson: -103.569 valid_0's quantile: 2.96655
[58] valid_0's poisson: -103.685 valid_0's quantile: 2.95299
[59] valid_0's poisson: -103.784 valid_0's quantile: 2.94098
[60] valid_0's poisson: -103.884 valid_0's quantile: 2.9291
[61] valid_0's poisson: -103.974 valid_0's quantile: 2.91695
[62] valid_0's poisson: -104.065 valid_0's quantile: 2.90554
[63] valid_0's poisson: -104.142 valid_0's quantile: 2.89441
[64] valid_0's poisson: -104.221 valid_0's quantile: 2.8855
[65] valid_0's poisson: -104.301 valid_0's quantile: 2.87632
[66] valid_0's poisson: -104.374 valid_0's quantile: 2.86563
[67] valid_0's poisson: -104.44 valid_0's quantile: 2.85797
[68] valid_0's poisson: -104.503 valid_0's quantile: 2.8509
[69] valid_0's poisson: -104.565 valid_0's quantile: 2.84488
[70] valid_0's poisson: -104.612 valid_0's quantile: 2.83562
[71] valid_0's poisson: -104.668 valid_0's quantile: 2.82915
[72] valid_0's poisson: -104.719 valid_0's quantile: 2.82082
[73] valid_0's poisson: -104.771 valid_0's quantile: 2.81456
[74] valid_0's poisson: -104.818 valid_0's quantile: 2.80791
[75] valid_0's poisson: -104.864 valid_0's quantile: 2.80239
[76] valid_0's poisson: -104.901 valid_0's quantile: 2.78967
[77] valid_0's poisson: -104.937 valid_0's quantile: 2.78561
[78] valid_0's poisson: -104.972 valid_0's quantile: 2.78268
[79] valid_0's poisson: -105.005 valid_0's quantile: 2.77993
[80] valid_0's poisson: -105.042 valid_0's quantile: 2.77651
[81] valid_0's poisson: -105.077 valid_0's quantile: 2.77267
[82] valid_0's poisson: -105.112 valid_0's quantile: 2.76755
[83] valid_0's poisson: -105.138 valid_0's quantile: 2.76457
[84] valid_0's poisson: -105.168 valid_0's quantile: 2.76135
[85] valid_0's poisson: -105.198 valid_0's quantile: 2.75875
[86] valid_0's poisson: -105.219 valid_0's quantile: 2.75672
[87] valid_0's poisson: -105.244 valid_0's quantile: 2.75417
[88] valid_0's poisson: -105.262 valid_0's quantile: 2.75321
[89] valid_0's poisson: -105.281 valid_0's quantile: 2.75239
[90] valid_0's poisson: -105.303 valid_0's quantile: 2.75162
[91] valid_0's poisson: -105.315 valid_0's quantile: 2.75015
[92] valid_0's poisson: -105.343 valid_0's quantile: 2.74814
[93] valid_0's poisson: -105.361 valid_0's quantile: 2.74605
[94] valid_0's poisson: -105.375 valid_0's quantile: 2.74459
[95] valid_0's poisson: -105.39 valid_0's quantile: 2.74349
[96] valid_0's poisson: -105.405 valid_0's quantile: 2.74192
[97] valid_0's poisson: -105.421 valid_0's quantile: 2.74021
[98] valid_0's poisson: -105.432 valid_0's quantile: 2.73838
[99] valid_0's poisson: -105.443 valid_0's quantile: 2.73748
[100] valid_0's poisson: -105.458 valid_0's quantile: 2.73648
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.7635 valid_0's quantile: 10.9433
[2] valid_0's poisson: -67.1218 valid_0's quantile: 10.2767
[3] valid_0's poisson: -69.1963 valid_0's quantile: 9.71095
[4] valid_0's poisson: -71.1902 valid_0's quantile: 9.17195
[5] valid_0's poisson: -73.0633 valid_0's quantile: 8.66863
[6] valid_0's poisson: -74.672 valid_0's quantile: 8.23266
[7] valid_0's poisson: -76.4044 valid_0's quantile: 7.82591
[8] valid_0's poisson: -78.0253 valid_0's quantile: 7.45204
[9] valid_0's poisson: -79.4994 valid_0's quantile: 7.10546
[10] valid_0's poisson: -80.8913 valid_0's quantile: 6.78296
[11] valid_0's poisson: -82.1833 valid_0's quantile: 6.49298
[12] valid_0's poisson: -83.3455 valid_0's quantile: 6.2473
[13] valid_0's poisson: -84.5209 valid_0's quantile: 6.00479
[14] valid_0's poisson: -85.6388 valid_0's quantile: 5.78543
[15] valid_0's poisson: -86.679 valid_0's quantile: 5.58701
[16] valid_0's poisson: -87.6421 valid_0's quantile: 5.40643
[17] valid_0's poisson: -88.6179 valid_0's quantile: 5.23435
[18] valid_0's poisson: -89.5258 valid_0's quantile: 5.08079
[19] valid_0's poisson: -90.3912 valid_0's quantile: 4.93799
[20] valid_0's poisson: -91.186 valid_0's quantile: 4.80214
[21] valid_0's poisson: -91.9241 valid_0's quantile: 4.67703
[22] valid_0's poisson: -92.6251 valid_0's quantile: 4.55912
[23] valid_0's poisson: -93.2739 valid_0's quantile: 4.45295
[24] valid_0's poisson: -93.9012 valid_0's quantile: 4.35426
[25] valid_0's poisson: -94.5082 valid_0's quantile: 4.25715
[26] valid_0's poisson: -95.0916 valid_0's quantile: 4.17104
[27] valid_0's poisson: -95.6415 valid_0's quantile: 4.09124
[28] valid_0's poisson: -96.1454 valid_0's quantile: 4.01409
[29] valid_0's poisson: -96.6387 valid_0's quantile: 3.94531
[30] valid_0's poisson: -97.081 valid_0's quantile: 3.87539
[31] valid_0's poisson: -97.5282 valid_0's quantile: 3.81245
[32] valid_0's poisson: -97.94 valid_0's quantile: 3.75263
[33] valid_0's poisson: -98.3274 valid_0's quantile: 3.69749
[34] valid_0's poisson: -98.7295 valid_0's quantile: 3.64034
[35] valid_0's poisson: -99.0867 valid_0's quantile: 3.59044
[36] valid_0's poisson: -99.4315 valid_0's quantile: 3.53777
[37] valid_0's poisson: -99.7556 valid_0's quantile: 3.4944
[38] valid_0's poisson: -100.063 valid_0's quantile: 3.45172
[39] valid_0's poisson: -100.374 valid_0's quantile: 3.40351
[40] valid_0's poisson: -100.661 valid_0's quantile: 3.36483
[41] valid_0's poisson: -100.932 valid_0's quantile: 3.32737
[42] valid_0's poisson: -101.166 valid_0's quantile: 3.29893
[43] valid_0's poisson: -101.387 valid_0's quantile: 3.27131
[44] valid_0's poisson: -101.604 valid_0's quantile: 3.23952
[45] valid_0's poisson: -101.817 valid_0's quantile: 3.21219
[46] valid_0's poisson: -102.016 valid_0's quantile: 3.18713
[47] valid_0's poisson: -102.21 valid_0's quantile: 3.16126
[48] valid_0's poisson: -102.397 valid_0's quantile: 3.13553
[49] valid_0's poisson: -102.566 valid_0's quantile: 3.11431
[50] valid_0's poisson: -102.714 valid_0's quantile: 3.09611
[51] valid_0's poisson: -102.873 valid_0's quantile: 3.07159
[52] valid_0's poisson: -103.016 valid_0's quantile: 3.0545
[53] valid_0's poisson: -103.146 valid_0's quantile: 3.03664
[54] valid_0's poisson: -103.279 valid_0's quantile: 3.02026
[55] valid_0's poisson: -103.395 valid_0's quantile: 3.0073
[56] valid_0's poisson: -103.516 valid_0's quantile: 2.99211
[57] valid_0's poisson: -103.627 valid_0's quantile: 2.97938
[58] valid_0's poisson: -103.729 valid_0's quantile: 2.96551
[59] valid_0's poisson: -103.833 valid_0's quantile: 2.94904
[60] valid_0's poisson: -103.928 valid_0's quantile: 2.93616
[61] valid_0's poisson: -104.013 valid_0's quantile: 2.9226
[62] valid_0's poisson: -104.097 valid_0's quantile: 2.91343
[63] valid_0's poisson: -104.18 valid_0's quantile: 2.90469
[64] valid_0's poisson: -104.255 valid_0's quantile: 2.89707
[65] valid_0's poisson: -104.332 valid_0's quantile: 2.88785
[66] valid_0's poisson: -104.398 valid_0's quantile: 2.87976
[67] valid_0's poisson: -104.464 valid_0's quantile: 2.868
[68] valid_0's poisson: -104.523 valid_0's quantile: 2.86164
[69] valid_0's poisson: -104.581 valid_0's quantile: 2.85419
[70] valid_0's poisson: -104.637 valid_0's quantile: 2.84471
[71] valid_0's poisson: -104.687 valid_0's quantile: 2.8333
[72] valid_0's poisson: -104.732 valid_0's quantile: 2.82704
[73] valid_0's poisson: -104.775 valid_0's quantile: 2.82176
[74] valid_0's poisson: -104.813 valid_0's quantile: 2.81743
[75] valid_0's poisson: -104.85 valid_0's quantile: 2.81391
[76] valid_0's poisson: -104.891 valid_0's quantile: 2.80939
[77] valid_0's poisson: -104.93 valid_0's quantile: 2.80539
[78] valid_0's poisson: -104.96 valid_0's quantile: 2.80113
[79] valid_0's poisson: -104.995 valid_0's quantile: 2.79792
[80] valid_0's poisson: -105.027 valid_0's quantile: 2.79528
[81] valid_0's poisson: -105.062 valid_0's quantile: 2.79172
[82] valid_0's poisson: -105.09 valid_0's quantile: 2.78843
[83] valid_0's poisson: -105.113 valid_0's quantile: 2.78632
[84] valid_0's poisson: -105.132 valid_0's quantile: 2.78411
[85] valid_0's poisson: -105.152 valid_0's quantile: 2.78269
[86] valid_0's poisson: -105.176 valid_0's quantile: 2.77905
[87] valid_0's poisson: -105.199 valid_0's quantile: 2.77724
[88] valid_0's poisson: -105.223 valid_0's quantile: 2.77508
[89] valid_0's poisson: -105.25 valid_0's quantile: 2.77271
[90] valid_0's poisson: -105.271 valid_0's quantile: 2.76315
[91] valid_0's poisson: -105.289 valid_0's quantile: 2.75852
[92] valid_0's poisson: -105.307 valid_0's quantile: 2.75716
[93] valid_0's poisson: -105.33 valid_0's quantile: 2.75453
[94] valid_0's poisson: -105.354 valid_0's quantile: 2.75109
[95] valid_0's poisson: -105.377 valid_0's quantile: 2.74798
[96] valid_0's poisson: -105.398 valid_0's quantile: 2.7459
[97] valid_0's poisson: -105.417 valid_0's quantile: 2.74433
[98] valid_0's poisson: -105.434 valid_0's quantile: 2.7431
[99] valid_0's poisson: -105.449 valid_0's quantile: 2.74134
[100] valid_0's poisson: -105.462 valid_0's quantile: 2.74035
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -65.2868 valid_0's quantile: 10.9523
[2] valid_0's poisson: -67.6216 valid_0's quantile: 10.286
[3] valid_0's poisson: -69.7336 valid_0's quantile: 9.69686
[4] valid_0's poisson: -71.6647 valid_0's quantile: 9.15987
[5] valid_0's poisson: -73.4942 valid_0's quantile: 8.66798
[6] valid_0's poisson: -75.2675 valid_0's quantile: 8.21436
[7] valid_0's poisson: -76.9541 valid_0's quantile: 7.80136
[8] valid_0's poisson: -78.4912 valid_0's quantile: 7.43141
[9] valid_0's poisson: -79.9809 valid_0's quantile: 7.08263
[10] valid_0's poisson: -81.3295 valid_0's quantile: 6.76145
[11] valid_0's poisson: -82.6329 valid_0's quantile: 6.4759
[12] valid_0's poisson: -83.8409 valid_0's quantile: 6.22152
[13] valid_0's poisson: -84.9736 valid_0's quantile: 5.98774
[14] valid_0's poisson: -86.0223 valid_0's quantile: 5.77525
[15] valid_0's poisson: -87.0933 valid_0's quantile: 5.58166
[16] valid_0's poisson: -88.0971 valid_0's quantile: 5.40297
[17] valid_0's poisson: -89.0168 valid_0's quantile: 5.24159
[18] valid_0's poisson: -89.8914 valid_0's quantile: 5.08339
[19] valid_0's poisson: -90.6548 valid_0's quantile: 4.94617
[20] valid_0's poisson: -91.4535 valid_0's quantile: 4.80184
[21] valid_0's poisson: -92.1846 valid_0's quantile: 4.67381
[22] valid_0's poisson: -92.8665 valid_0's quantile: 4.56417
[23] valid_0's poisson: -93.5051 valid_0's quantile: 4.45117
[24] valid_0's poisson: -94.1042 valid_0's quantile: 4.35087
[25] valid_0's poisson: -94.6841 valid_0's quantile: 4.25527
[26] valid_0's poisson: -95.2439 valid_0's quantile: 4.16225
[27] valid_0's poisson: -95.7746 valid_0's quantile: 4.07966
[28] valid_0's poisson: -96.2692 valid_0's quantile: 3.99968
[29] valid_0's poisson: -96.7911 valid_0's quantile: 3.92198
[30] valid_0's poisson: -97.2636 valid_0's quantile: 3.84792
[31] valid_0's poisson: -97.7004 valid_0's quantile: 3.78104
[32] valid_0's poisson: -98.1249 valid_0's quantile: 3.72295
[33] valid_0's poisson: -98.5357 valid_0's quantile: 3.66114
[34] valid_0's poisson: -98.9268 valid_0's quantile: 3.60617
[35] valid_0's poisson: -99.2831 valid_0's quantile: 3.55532
[36] valid_0's poisson: -99.6172 valid_0's quantile: 3.50232
[37] valid_0's poisson: -99.954 valid_0's quantile: 3.45611
[38] valid_0's poisson: -100.267 valid_0's quantile: 3.41588
[39] valid_0's poisson: -100.558 valid_0's quantile: 3.37271
[40] valid_0's poisson: -100.838 valid_0's quantile: 3.32864
[41] valid_0's poisson: -101.103 valid_0's quantile: 3.29191
[42] valid_0's poisson: -101.345 valid_0's quantile: 3.25715
[43] valid_0's poisson: -101.57 valid_0's quantile: 3.22479
[44] valid_0's poisson: -101.787 valid_0's quantile: 3.19281
[45] valid_0's poisson: -101.981 valid_0's quantile: 3.16481
[46] valid_0's poisson: -102.192 valid_0's quantile: 3.1385
[47] valid_0's poisson: -102.374 valid_0's quantile: 3.11384
[48] valid_0's poisson: -102.548 valid_0's quantile: 3.09065
[49] valid_0's poisson: -102.714 valid_0's quantile: 3.06908
[50] valid_0's poisson: -102.871 valid_0's quantile: 3.04981
[51] valid_0's poisson: -103.016 valid_0's quantile: 3.03154
[52] valid_0's poisson: -103.164 valid_0's quantile: 3.00776
[53] valid_0's poisson: -103.295 valid_0's quantile: 2.98991
[54] valid_0's poisson: -103.43 valid_0's quantile: 2.97297
[55] valid_0's poisson: -103.559 valid_0's quantile: 2.95486
[56] valid_0's poisson: -103.68 valid_0's quantile: 2.93805
[57] valid_0's poisson: -103.788 valid_0's quantile: 2.91586
[58] valid_0's poisson: -103.896 valid_0's quantile: 2.9006
[59] valid_0's poisson: -103.992 valid_0's quantile: 2.8893
[60] valid_0's poisson: -104.085 valid_0's quantile: 2.87841
[61] valid_0's poisson: -104.179 valid_0's quantile: 2.8647
[62] valid_0's poisson: -104.265 valid_0's quantile: 2.854
[63] valid_0's poisson: -104.343 valid_0's quantile: 2.84312
[64] valid_0's poisson: -104.423 valid_0's quantile: 2.83212
[65] valid_0's poisson: -104.49 valid_0's quantile: 2.82324
[66] valid_0's poisson: -104.561 valid_0's quantile: 2.81299
[67] valid_0's poisson: -104.622 valid_0's quantile: 2.8039
[68] valid_0's poisson: -104.686 valid_0's quantile: 2.79432
[69] valid_0's poisson: -104.738 valid_0's quantile: 2.78543
[70] valid_0's poisson: -104.787 valid_0's quantile: 2.77901
[71] valid_0's poisson: -104.84 valid_0's quantile: 2.76974
[72] valid_0's poisson: -104.89 valid_0's quantile: 2.76255
[73] valid_0's poisson: -104.932 valid_0's quantile: 2.75791
[74] valid_0's poisson: -104.977 valid_0's quantile: 2.75312
[75] valid_0's poisson: -105.016 valid_0's quantile: 2.74731
[76] valid_0's poisson: -105.059 valid_0's quantile: 2.74376
[77] valid_0's poisson: -105.092 valid_0's quantile: 2.73985
[78] valid_0's poisson: -105.124 valid_0's quantile: 2.73506
[79] valid_0's poisson: -105.156 valid_0's quantile: 2.73155
[80] valid_0's poisson: -105.182 valid_0's quantile: 2.72675
[81] valid_0's poisson: -105.21 valid_0's quantile: 2.72482
[82] valid_0's poisson: -105.232 valid_0's quantile: 2.72258
[83] valid_0's poisson: -105.256 valid_0's quantile: 2.72052
[84] valid_0's poisson: -105.281 valid_0's quantile: 2.71833
[85] valid_0's poisson: -105.3 valid_0's quantile: 2.71562
[86] valid_0's poisson: -105.325 valid_0's quantile: 2.71301
[87] valid_0's poisson: -105.347 valid_0's quantile: 2.71184
[88] valid_0's poisson: -105.369 valid_0's quantile: 2.70795
[89] valid_0's poisson: -105.392 valid_0's quantile: 2.70604
[90] valid_0's poisson: -105.411 valid_0's quantile: 2.70472
[91] valid_0's poisson: -105.431 valid_0's quantile: 2.70336
[92] valid_0's poisson: -105.449 valid_0's quantile: 2.70201
[93] valid_0's poisson: -105.467 valid_0's quantile: 2.70052
[94] valid_0's poisson: -105.485 valid_0's quantile: 2.69949
[95] valid_0's poisson: -105.506 valid_0's quantile: 2.69633
[96] valid_0's poisson: -105.521 valid_0's quantile: 2.69476
[97] valid_0's poisson: -105.538 valid_0's quantile: 2.69365
[98] valid_0's poisson: -105.554 valid_0's quantile: 2.69239
[99] valid_0's poisson: -105.568 valid_0's quantile: 2.6915
[100] valid_0's poisson: -105.582 valid_0's quantile: 2.6905
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -65.9815 valid_0's quantile: 10.9191
[2] valid_0's poisson: -68.2364 valid_0's quantile: 10.2464
[3] valid_0's poisson: -70.311 valid_0's quantile: 9.65706
[4] valid_0's poisson: -72.1676 valid_0's quantile: 9.14901
[5] valid_0's poisson: -73.8993 valid_0's quantile: 8.65376
[6] valid_0's poisson: -75.6632 valid_0's quantile: 8.20683
[7] valid_0's poisson: -77.2214 valid_0's quantile: 7.81493
[8] valid_0's poisson: -78.7802 valid_0's quantile: 7.44284
[9] valid_0's poisson: -80.2031 valid_0's quantile: 7.10267
[10] valid_0's poisson: -81.573 valid_0's quantile: 6.78944
[11] valid_0's poisson: -82.843 valid_0's quantile: 6.50395
[12] valid_0's poisson: -83.9968 valid_0's quantile: 6.24411
[13] valid_0's poisson: -85.1049 valid_0's quantile: 6.0094
[14] valid_0's poisson: -86.1538 valid_0's quantile: 5.79405
[15] valid_0's poisson: -87.103 valid_0's quantile: 5.6059
[16] valid_0's poisson: -88.0823 valid_0's quantile: 5.42636
[17] valid_0's poisson: -89.0257 valid_0's quantile: 5.24942
[18] valid_0's poisson: -89.9011 valid_0's quantile: 5.09225
[19] valid_0's poisson: -90.731 valid_0's quantile: 4.94148
[20] valid_0's poisson: -91.5127 valid_0's quantile: 4.8068
[21] valid_0's poisson: -92.2357 valid_0's quantile: 4.68779
[22] valid_0's poisson: -92.9294 valid_0's quantile: 4.57956
[23] valid_0's poisson: -93.5554 valid_0's quantile: 4.47837
[24] valid_0's poisson: -94.1559 valid_0's quantile: 4.37845
[25] valid_0's poisson: -94.7525 valid_0's quantile: 4.28448
[26] valid_0's poisson: -95.3122 valid_0's quantile: 4.18611
[27] valid_0's poisson: -95.8583 valid_0's quantile: 4.09772
[28] valid_0's poisson: -96.3437 valid_0's quantile: 4.02172
[29] valid_0's poisson: -96.8304 valid_0's quantile: 3.94666
[30] valid_0's poisson: -97.2854 valid_0's quantile: 3.87799
[31] valid_0's poisson: -97.7133 valid_0's quantile: 3.81623
[32] valid_0's poisson: -98.1628 valid_0's quantile: 3.7518
[33] valid_0's poisson: -98.5647 valid_0's quantile: 3.69724
[34] valid_0's poisson: -98.947 valid_0's quantile: 3.63967
[35] valid_0's poisson: -99.3006 valid_0's quantile: 3.58884
[36] valid_0's poisson: -99.6502 valid_0's quantile: 3.53771
[37] valid_0's poisson: -99.9548 valid_0's quantile: 3.49117
[38] valid_0's poisson: -100.257 valid_0's quantile: 3.44803
[39] valid_0's poisson: -100.552 valid_0's quantile: 3.40797
[40] valid_0's poisson: -100.819 valid_0's quantile: 3.37068
[41] valid_0's poisson: -101.072 valid_0's quantile: 3.33581
[42] valid_0's poisson: -101.311 valid_0's quantile: 3.30151
[43] valid_0's poisson: -101.529 valid_0's quantile: 3.27185
[44] valid_0's poisson: -101.738 valid_0's quantile: 3.24465
[45] valid_0's poisson: -101.945 valid_0's quantile: 3.2136
[46] valid_0's poisson: -102.146 valid_0's quantile: 3.18527
[47] valid_0's poisson: -102.33 valid_0's quantile: 3.16181
[48] valid_0's poisson: -102.513 valid_0's quantile: 3.13901
[49] valid_0's poisson: -102.679 valid_0's quantile: 3.11733
[50] valid_0's poisson: -102.833 valid_0's quantile: 3.09965
[51] valid_0's poisson: -102.97 valid_0's quantile: 3.07866
[52] valid_0's poisson: -103.104 valid_0's quantile: 3.06128
[53] valid_0's poisson: -103.223 valid_0's quantile: 3.04412
[54] valid_0's poisson: -103.339 valid_0's quantile: 3.02697
[55] valid_0's poisson: -103.471 valid_0's quantile: 3.01161
[56] valid_0's poisson: -103.584 valid_0's quantile: 2.99794
[57] valid_0's poisson: -103.69 valid_0's quantile: 2.98298
[58] valid_0's poisson: -103.802 valid_0's quantile: 2.97007
[59] valid_0's poisson: -103.897 valid_0's quantile: 2.9591
[60] valid_0's poisson: -103.99 valid_0's quantile: 2.9482
[61] valid_0's poisson: -104.074 valid_0's quantile: 2.9386
[62] valid_0's poisson: -104.148 valid_0's quantile: 2.92877
[63] valid_0's poisson: -104.223 valid_0's quantile: 2.91254
[64] valid_0's poisson: -104.294 valid_0's quantile: 2.90302
[65] valid_0's poisson: -104.361 valid_0's quantile: 2.89601
[66] valid_0's poisson: -104.432 valid_0's quantile: 2.88873
[67] valid_0's poisson: -104.491 valid_0's quantile: 2.87907
[68] valid_0's poisson: -104.55 valid_0's quantile: 2.86972
[69] valid_0's poisson: -104.599 valid_0's quantile: 2.86093
[70] valid_0's poisson: -104.65 valid_0's quantile: 2.8454
[71] valid_0's poisson: -104.704 valid_0's quantile: 2.83948
[72] valid_0's poisson: -104.745 valid_0's quantile: 2.83028
[73] valid_0's poisson: -104.788 valid_0's quantile: 2.82621
[74] valid_0's poisson: -104.826 valid_0's quantile: 2.82161
[75] valid_0's poisson: -104.867 valid_0's quantile: 2.81829
[76] valid_0's poisson: -104.903 valid_0's quantile: 2.81515
[77] valid_0's poisson: -104.937 valid_0's quantile: 2.81095
[78] valid_0's poisson: -104.974 valid_0's quantile: 2.80755
[79] valid_0's poisson: -105.002 valid_0's quantile: 2.80514
[80] valid_0's poisson: -105.028 valid_0's quantile: 2.79919
[81] valid_0's poisson: -105.055 valid_0's quantile: 2.79737
[82] valid_0's poisson: -105.086 valid_0's quantile: 2.7942
[83] valid_0's poisson: -105.112 valid_0's quantile: 2.79021
[84] valid_0's poisson: -105.136 valid_0's quantile: 2.78691
[85] valid_0's poisson: -105.157 valid_0's quantile: 2.78493
[86] valid_0's poisson: -105.181 valid_0's quantile: 2.78237
[87] valid_0's poisson: -105.205 valid_0's quantile: 2.78033
[88] valid_0's poisson: -105.228 valid_0's quantile: 2.77648
[89] valid_0's poisson: -105.25 valid_0's quantile: 2.76927
[90] valid_0's poisson: -105.27 valid_0's quantile: 2.76735
[91] valid_0's poisson: -105.288 valid_0's quantile: 2.76404
[92] valid_0's poisson: -105.314 valid_0's quantile: 2.76087
[93] valid_0's poisson: -105.334 valid_0's quantile: 2.75796
[94] valid_0's poisson: -105.349 valid_0's quantile: 2.75587
[95] valid_0's poisson: -105.368 valid_0's quantile: 2.75411
[96] valid_0's poisson: -105.385 valid_0's quantile: 2.75302
[97] valid_0's poisson: -105.4 valid_0's quantile: 2.75153
[98] valid_0's poisson: -105.414 valid_0's quantile: 2.75048
[99] valid_0's poisson: -105.426 valid_0's quantile: 2.74897
[100] valid_0's poisson: -105.437 valid_0's quantile: 2.74785
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.6948 valid_0's quantile: 10.9599
[2] valid_0's poisson: -67.0108 valid_0's quantile: 10.3008
[3] valid_0's poisson: -69.1411 valid_0's quantile: 9.7134
[4] valid_0's poisson: -71.1201 valid_0's quantile: 9.1859
[5] valid_0's poisson: -72.7967 valid_0's quantile: 8.71593
[6] valid_0's poisson: -74.4765 valid_0's quantile: 8.28485
[7] valid_0's poisson: -76.1483 valid_0's quantile: 7.88404
[8] valid_0's poisson: -77.7804 valid_0's quantile: 7.50316
[9] valid_0's poisson: -79.3227 valid_0's quantile: 7.14696
[10] valid_0's poisson: -80.7328 valid_0's quantile: 6.8392
[11] valid_0's poisson: -82.0541 valid_0's quantile: 6.55392
[12] valid_0's poisson: -83.3021 valid_0's quantile: 6.28953
[13] valid_0's poisson: -84.4693 valid_0's quantile: 6.04988
[14] valid_0's poisson: -85.5235 valid_0's quantile: 5.84084
[15] valid_0's poisson: -86.5248 valid_0's quantile: 5.65082
[16] valid_0's poisson: -87.4923 valid_0's quantile: 5.46135
[17] valid_0's poisson: -88.4636 valid_0's quantile: 5.29027
[18] valid_0's poisson: -89.3714 valid_0's quantile: 5.12715
[19] valid_0's poisson: -90.2197 valid_0's quantile: 4.98028
[20] valid_0's poisson: -91.0231 valid_0's quantile: 4.84051
[21] valid_0's poisson: -91.7741 valid_0's quantile: 4.71275
[22] valid_0's poisson: -92.4723 valid_0's quantile: 4.59012
[23] valid_0's poisson: -93.1237 valid_0's quantile: 4.47159
[24] valid_0's poisson: -93.7472 valid_0's quantile: 4.37038
[25] valid_0's poisson: -94.3361 valid_0's quantile: 4.28008
[26] valid_0's poisson: -94.9303 valid_0's quantile: 4.18769
[27] valid_0's poisson: -95.477 valid_0's quantile: 4.10306
[28] valid_0's poisson: -96.0219 valid_0's quantile: 4.0229
[29] valid_0's poisson: -96.5029 valid_0's quantile: 3.94983
[30] valid_0's poisson: -96.9607 valid_0's quantile: 3.88354
[31] valid_0's poisson: -97.4037 valid_0's quantile: 3.81987
[32] valid_0's poisson: -97.8406 valid_0's quantile: 3.75721
[33] valid_0's poisson: -98.256 valid_0's quantile: 3.70002
[34] valid_0's poisson: -98.6444 valid_0's quantile: 3.64576
[35] valid_0's poisson: -99.0325 valid_0's quantile: 3.59003
[36] valid_0's poisson: -99.387 valid_0's quantile: 3.5391
[37] valid_0's poisson: -99.7129 valid_0's quantile: 3.49405
[38] valid_0's poisson: -100.031 valid_0's quantile: 3.44902
[39] valid_0's poisson: -100.336 valid_0's quantile: 3.40714
[40] valid_0's poisson: -100.626 valid_0's quantile: 3.36911
[41] valid_0's poisson: -100.899 valid_0's quantile: 3.33312
[42] valid_0's poisson: -101.153 valid_0's quantile: 3.29567
[43] valid_0's poisson: -101.384 valid_0's quantile: 3.2613
[44] valid_0's poisson: -101.605 valid_0's quantile: 3.2305
[45] valid_0's poisson: -101.825 valid_0's quantile: 3.19992
[46] valid_0's poisson: -102.017 valid_0's quantile: 3.17261
[47] valid_0's poisson: -102.205 valid_0's quantile: 3.1479
[48] valid_0's poisson: -102.39 valid_0's quantile: 3.12494
[49] valid_0's poisson: -102.563 valid_0's quantile: 3.104
[50] valid_0's poisson: -102.727 valid_0's quantile: 3.08289
[51] valid_0's poisson: -102.884 valid_0's quantile: 3.06494
[52] valid_0's poisson: -103.029 valid_0's quantile: 3.0421
[53] valid_0's poisson: -103.164 valid_0's quantile: 3.02558
[54] valid_0's poisson: -103.283 valid_0's quantile: 3.00914
[55] valid_0's poisson: -103.413 valid_0's quantile: 2.99422
[56] valid_0's poisson: -103.541 valid_0's quantile: 2.97916
[57] valid_0's poisson: -103.651 valid_0's quantile: 2.96511
[58] valid_0's poisson: -103.764 valid_0's quantile: 2.95162
[59] valid_0's poisson: -103.865 valid_0's quantile: 2.9375
[60] valid_0's poisson: -103.957 valid_0's quantile: 2.92638
[61] valid_0's poisson: -104.052 valid_0's quantile: 2.91045
[62] valid_0's poisson: -104.13 valid_0's quantile: 2.89973
[63] valid_0's poisson: -104.214 valid_0's quantile: 2.89029
[64] valid_0's poisson: -104.287 valid_0's quantile: 2.87964
[65] valid_0's poisson: -104.361 valid_0's quantile: 2.86537
[66] valid_0's poisson: -104.425 valid_0's quantile: 2.8558
[67] valid_0's poisson: -104.481 valid_0's quantile: 2.84781
[68] valid_0's poisson: -104.544 valid_0's quantile: 2.83263
[69] valid_0's poisson: -104.607 valid_0's quantile: 2.81663
[70] valid_0's poisson: -104.661 valid_0's quantile: 2.81068
[71] valid_0's poisson: -104.711 valid_0's quantile: 2.80541
[72] valid_0's poisson: -104.756 valid_0's quantile: 2.80187
[73] valid_0's poisson: -104.797 valid_0's quantile: 2.79826
[74] valid_0's poisson: -104.843 valid_0's quantile: 2.79357
[75] valid_0's poisson: -104.882 valid_0's quantile: 2.79006
[76] valid_0's poisson: -104.917 valid_0's quantile: 2.78622
[77] valid_0's poisson: -104.951 valid_0's quantile: 2.78286
[78] valid_0's poisson: -104.983 valid_0's quantile: 2.77981
[79] valid_0's poisson: -105.017 valid_0's quantile: 2.77737
[80] valid_0's poisson: -105.044 valid_0's quantile: 2.7741
[81] valid_0's poisson: -105.071 valid_0's quantile: 2.76969
[82] valid_0's poisson: -105.105 valid_0's quantile: 2.76
[83] valid_0's poisson: -105.136 valid_0's quantile: 2.75755
[84] valid_0's poisson: -105.162 valid_0's quantile: 2.75583
[85] valid_0's poisson: -105.186 valid_0's quantile: 2.75354
[86] valid_0's poisson: -105.211 valid_0's quantile: 2.74819
[87] valid_0's poisson: -105.234 valid_0's quantile: 2.74674
[88] valid_0's poisson: -105.258 valid_0's quantile: 2.74389
[89] valid_0's poisson: -105.286 valid_0's quantile: 2.7414
[90] valid_0's poisson: -105.308 valid_0's quantile: 2.73812
[91] valid_0's poisson: -105.33 valid_0's quantile: 2.73192
[92] valid_0's poisson: -105.347 valid_0's quantile: 2.73097
[93] valid_0's poisson: -105.369 valid_0's quantile: 2.72302
[94] valid_0's poisson: -105.388 valid_0's quantile: 2.72099
[95] valid_0's poisson: -105.409 valid_0's quantile: 2.71849
[96] valid_0's poisson: -105.425 valid_0's quantile: 2.71648
[97] valid_0's poisson: -105.44 valid_0's quantile: 2.71407
[98] valid_0's poisson: -105.458 valid_0's quantile: 2.70828
[99] valid_0's poisson: -105.473 valid_0's quantile: 2.70692
[100] valid_0's poisson: -105.492 valid_0's quantile: 2.70521
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.8061 valid_0's quantile: 11.511
[2] valid_0's poisson: -63.4496 valid_0's quantile: 11.3252
[3] valid_0's poisson: -64.0742 valid_0's quantile: 11.1437
[4] valid_0's poisson: -64.6822 valid_0's quantile: 10.9667
[5] valid_0's poisson: -65.2786 valid_0's quantile: 10.7942
[6] valid_0's poisson: -65.8583 valid_0's quantile: 10.6297
[7] valid_0's poisson: -66.426 valid_0's quantile: 10.4705
[8] valid_0's poisson: -66.9797 valid_0's quantile: 10.3176
[9] valid_0's poisson: -67.502 valid_0's quantile: 10.1733
[10] valid_0's poisson: -68.0412 valid_0's quantile: 10.0293
[11] valid_0's poisson: -68.549 valid_0's quantile: 9.89093
[12] valid_0's poisson: -69.0656 valid_0's quantile: 9.75387
[13] valid_0's poisson: -69.5704 valid_0's quantile: 9.62054
[14] valid_0's poisson: -70.0639 valid_0's quantile: 9.49127
[15] valid_0's poisson: -70.5451 valid_0's quantile: 9.36241
[16] valid_0's poisson: -71.0449 valid_0's quantile: 9.23468
[17] valid_0's poisson: -71.5213 valid_0's quantile: 9.11465
[18] valid_0's poisson: -71.9964 valid_0's quantile: 8.99743
[19] valid_0's poisson: -72.4621 valid_0's quantile: 8.8786
[20] valid_0's poisson: -72.9356 valid_0's quantile: 8.76301
[21] valid_0's poisson: -73.3989 valid_0's quantile: 8.65265
[22] valid_0's poisson: -73.853 valid_0's quantile: 8.545
[23] valid_0's poisson: -74.3023 valid_0's quantile: 8.43697
[24] valid_0's poisson: -74.7378 valid_0's quantile: 8.3331
[25] valid_0's poisson: -75.1689 valid_0's quantile: 8.23027
[26] valid_0's poisson: -75.591 valid_0's quantile: 8.12966
[27] valid_0's poisson: -76.0039 valid_0's quantile: 8.03042
[28] valid_0's poisson: -76.4083 valid_0's quantile: 7.9337
[29] valid_0's poisson: -76.805 valid_0's quantile: 7.83851
[30] valid_0's poisson: -77.1923 valid_0's quantile: 7.74556
[31] valid_0's poisson: -77.5788 valid_0's quantile: 7.65176
[32] valid_0's poisson: -77.9572 valid_0's quantile: 7.55982
[33] valid_0's poisson: -78.3271 valid_0's quantile: 7.46992
[34] valid_0's poisson: -78.6902 valid_0's quantile: 7.38258
[35] valid_0's poisson: -79.0478 valid_0's quantile: 7.29893
[36] valid_0's poisson: -79.4089 valid_0's quantile: 7.21467
[37] valid_0's poisson: -79.7623 valid_0's quantile: 7.1323
[38] valid_0's poisson: -80.1056 valid_0's quantile: 7.0525
[39] valid_0's poisson: -80.4401 valid_0's quantile: 6.9751
[40] valid_0's poisson: -80.7687 valid_0's quantile: 6.89966
[41] valid_0's poisson: -81.0962 valid_0's quantile: 6.82414
[42] valid_0's poisson: -81.4123 valid_0's quantile: 6.75235
[43] valid_0's poisson: -81.7229 valid_0's quantile: 6.68227
[44] valid_0's poisson: -82.0275 valid_0's quantile: 6.61556
[45] valid_0's poisson: -82.3239 valid_0's quantile: 6.55257
[46] valid_0's poisson: -82.6164 valid_0's quantile: 6.49026
[47] valid_0's poisson: -82.9069 valid_0's quantile: 6.42815
[48] valid_0's poisson: -83.1877 valid_0's quantile: 6.36975
[49] valid_0's poisson: -83.4688 valid_0's quantile: 6.31105
[50] valid_0's poisson: -83.7457 valid_0's quantile: 6.2549
[51] valid_0's poisson: -84.0131 valid_0's quantile: 6.19672
[52] valid_0's poisson: -84.2813 valid_0's quantile: 6.14251
[53] valid_0's poisson: -84.5443 valid_0's quantile: 6.08734
[54] valid_0's poisson: -84.808 valid_0's quantile: 6.03649
[55] valid_0's poisson: -85.0655 valid_0's quantile: 5.98709
[56] valid_0's poisson: -85.3449 valid_0's quantile: 5.9319
[57] valid_0's poisson: -85.6163 valid_0's quantile: 5.87923
[58] valid_0's poisson: -85.8835 valid_0's quantile: 5.82709
[59] valid_0's poisson: -86.148 valid_0's quantile: 5.77522
[60] valid_0's poisson: -86.4087 valid_0's quantile: 5.72558
[61] valid_0's poisson: -86.6631 valid_0's quantile: 5.67712
[62] valid_0's poisson: -86.9125 valid_0's quantile: 5.63106
[63] valid_0's poisson: -87.1611 valid_0's quantile: 5.58544
[64] valid_0's poisson: -87.4033 valid_0's quantile: 5.54249
[65] valid_0's poisson: -87.6372 valid_0's quantile: 5.50023
[66] valid_0's poisson: -87.8767 valid_0's quantile: 5.45498
[67] valid_0's poisson: -88.1126 valid_0's quantile: 5.41074
[68] valid_0's poisson: -88.3437 valid_0's quantile: 5.36741
[69] valid_0's poisson: -88.5674 valid_0's quantile: 5.32716
[70] valid_0's poisson: -88.7889 valid_0's quantile: 5.28985
[71] valid_0's poisson: -89.0095 valid_0's quantile: 5.25309
[72] valid_0's poisson: -89.2214 valid_0's quantile: 5.21421
[73] valid_0's poisson: -89.4355 valid_0's quantile: 5.17785
[74] valid_0's poisson: -89.6413 valid_0's quantile: 5.14209
[75] valid_0's poisson: -89.8451 valid_0's quantile: 5.10524
[76] valid_0's poisson: -90.0551 valid_0's quantile: 5.07045
[77] valid_0's poisson: -90.2585 valid_0's quantile: 5.03545
[78] valid_0's poisson: -90.4654 valid_0's quantile: 5.00113
[79] valid_0's poisson: -90.6648 valid_0's quantile: 4.96629
[80] valid_0's poisson: -90.8633 valid_0's quantile: 4.93174
[81] valid_0's poisson: -91.0556 valid_0's quantile: 4.90011
[82] valid_0's poisson: -91.2475 valid_0's quantile: 4.86841
[83] valid_0's poisson: -91.4345 valid_0's quantile: 4.83657
[84] valid_0's poisson: -91.6193 valid_0's quantile: 4.80349
[85] valid_0's poisson: -91.8042 valid_0's quantile: 4.77435
[86] valid_0's poisson: -91.9859 valid_0's quantile: 4.74586
[87] valid_0's poisson: -92.1648 valid_0's quantile: 4.71773
[88] valid_0's poisson: -92.345 valid_0's quantile: 4.6882
[89] valid_0's poisson: -92.5231 valid_0's quantile: 4.65933
[90] valid_0's poisson: -92.6959 valid_0's quantile: 4.63187
[91] valid_0's poisson: -92.8648 valid_0's quantile: 4.60422
[92] valid_0's poisson: -93.029 valid_0's quantile: 4.57878
[93] valid_0's poisson: -93.1899 valid_0's quantile: 4.55294
[94] valid_0's poisson: -93.3481 valid_0's quantile: 4.52671
[95] valid_0's poisson: -93.516 valid_0's quantile: 4.50181
[96] valid_0's poisson: -93.6816 valid_0's quantile: 4.47448
[97] valid_0's poisson: -93.8451 valid_0's quantile: 4.44776
[98] valid_0's poisson: -93.9986 valid_0's quantile: 4.42311
[99] valid_0's poisson: -94.1429 valid_0's quantile: 4.39738
[100] valid_0's poisson: -94.2888 valid_0's quantile: 4.37354
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.809 valid_0's quantile: 11.5092
[2] valid_0's poisson: -63.4433 valid_0's quantile: 11.3286
[3] valid_0's poisson: -64.06 valid_0's quantile: 11.1474
[4] valid_0's poisson: -64.6573 valid_0's quantile: 10.9753
[5] valid_0's poisson: -65.2575 valid_0's quantile: 10.803
[6] valid_0's poisson: -65.8385 valid_0's quantile: 10.6344
[7] valid_0's poisson: -66.4198 valid_0's quantile: 10.4737
[8] valid_0's poisson: -66.9865 valid_0's quantile: 10.32
[9] valid_0's poisson: -67.53 valid_0's quantile: 10.1697
[10] valid_0's poisson: -68.086 valid_0's quantile: 10.0212
[11] valid_0's poisson: -68.6223 valid_0's quantile: 9.87919
[12] valid_0's poisson: -69.1508 valid_0's quantile: 9.7415
[13] valid_0's poisson: -69.6689 valid_0's quantile: 9.6041
[14] valid_0's poisson: -70.1772 valid_0's quantile: 9.46783
[15] valid_0's poisson: -70.6566 valid_0's quantile: 9.33758
[16] valid_0's poisson: -71.1419 valid_0's quantile: 9.2128
[17] valid_0's poisson: -71.6182 valid_0's quantile: 9.08959
[18] valid_0's poisson: -72.0855 valid_0's quantile: 8.96958
[19] valid_0's poisson: -72.5514 valid_0's quantile: 8.85097
[20] valid_0's poisson: -73 valid_0's quantile: 8.73999
[21] valid_0's poisson: -73.447 valid_0's quantile: 8.62712
[22] valid_0's poisson: -73.8816 valid_0's quantile: 8.52184
[23] valid_0's poisson: -74.3088 valid_0's quantile: 8.42015
[24] valid_0's poisson: -74.729 valid_0's quantile: 8.32103
[25] valid_0's poisson: -75.1483 valid_0's quantile: 8.21752
[26] valid_0's poisson: -75.5567 valid_0's quantile: 8.12352
[27] valid_0's poisson: -75.9709 valid_0's quantile: 8.02429
[28] valid_0's poisson: -76.3776 valid_0's quantile: 7.92753
[29] valid_0's poisson: -76.7781 valid_0's quantile: 7.83328
[30] valid_0's poisson: -77.151 valid_0's quantile: 7.74569
[31] valid_0's poisson: -77.5359 valid_0's quantile: 7.65413
[32] valid_0's poisson: -77.9049 valid_0's quantile: 7.56506
[33] valid_0's poisson: -78.2837 valid_0's quantile: 7.4755
[34] valid_0's poisson: -78.6564 valid_0's quantile: 7.38818
[35] valid_0's poisson: -79.0257 valid_0's quantile: 7.30104
[36] valid_0's poisson: -79.3828 valid_0's quantile: 7.22
[37] valid_0's poisson: -79.739 valid_0's quantile: 7.13904
[38] valid_0's poisson: -80.0865 valid_0's quantile: 7.05975
[39] valid_0's poisson: -80.4282 valid_0's quantile: 6.98276
[40] valid_0's poisson: -80.7629 valid_0's quantile: 6.9062
[41] valid_0's poisson: -81.0892 valid_0's quantile: 6.8314
[42] valid_0's poisson: -81.4084 valid_0's quantile: 6.75957
[43] valid_0's poisson: -81.7057 valid_0's quantile: 6.69406
[44] valid_0's poisson: -82.0148 valid_0's quantile: 6.626
[45] valid_0's poisson: -82.3176 valid_0's quantile: 6.56113
[46] valid_0's poisson: -82.6123 valid_0's quantile: 6.49722
[47] valid_0's poisson: -82.9052 valid_0's quantile: 6.43384
[48] valid_0's poisson: -83.1945 valid_0's quantile: 6.3742
[49] valid_0's poisson: -83.4768 valid_0's quantile: 6.31525
[50] valid_0's poisson: -83.7574 valid_0's quantile: 6.25788
[51] valid_0's poisson: -84.0317 valid_0's quantile: 6.20074
[52] valid_0's poisson: -84.3037 valid_0's quantile: 6.14488
[53] valid_0's poisson: -84.5903 valid_0's quantile: 6.08924
[54] valid_0's poisson: -84.8794 valid_0's quantile: 6.03477
[55] valid_0's poisson: -85.1643 valid_0's quantile: 5.98149
[56] valid_0's poisson: -85.4369 valid_0's quantile: 5.92912
[57] valid_0's poisson: -85.712 valid_0's quantile: 5.87467
[58] valid_0's poisson: -85.9822 valid_0's quantile: 5.82396
[59] valid_0's poisson: -86.2389 valid_0's quantile: 5.77407
[60] valid_0's poisson: -86.4907 valid_0's quantile: 5.72481
[61] valid_0's poisson: -86.7395 valid_0's quantile: 5.67796
[62] valid_0's poisson: -86.9933 valid_0's quantile: 5.63095
[63] valid_0's poisson: -87.2425 valid_0's quantile: 5.58294
[64] valid_0's poisson: -87.4889 valid_0's quantile: 5.53614
[65] valid_0's poisson: -87.726 valid_0's quantile: 5.49444
[66] valid_0's poisson: -87.9634 valid_0's quantile: 5.45156
[67] valid_0's poisson: -88.1941 valid_0's quantile: 5.41068
[68] valid_0's poisson: -88.4223 valid_0's quantile: 5.3711
[69] valid_0's poisson: -88.6434 valid_0's quantile: 5.33256
[70] valid_0's poisson: -88.8682 valid_0's quantile: 5.2933
[71] valid_0's poisson: -89.0894 valid_0's quantile: 5.25531
[72] valid_0's poisson: -89.3045 valid_0's quantile: 5.21842
[73] valid_0's poisson: -89.5175 valid_0's quantile: 5.18193
[74] valid_0's poisson: -89.7272 valid_0's quantile: 5.1441
[75] valid_0's poisson: -89.9319 valid_0's quantile: 5.10681
[76] valid_0's poisson: -90.1321 valid_0's quantile: 5.0717
[77] valid_0's poisson: -90.3286 valid_0's quantile: 5.03736
[78] valid_0's poisson: -90.5229 valid_0's quantile: 5.00272
[79] valid_0's poisson: -90.7146 valid_0's quantile: 4.9685
[80] valid_0's poisson: -90.9029 valid_0's quantile: 4.9345
[81] valid_0's poisson: -91.0921 valid_0's quantile: 4.90348
[82] valid_0's poisson: -91.2744 valid_0's quantile: 4.87128
[83] valid_0's poisson: -91.4583 valid_0's quantile: 4.83973
[84] valid_0's poisson: -91.6399 valid_0's quantile: 4.80875
[85] valid_0's poisson: -91.8178 valid_0's quantile: 4.77858
[86] valid_0's poisson: -91.9912 valid_0's quantile: 4.74961
[87] valid_0's poisson: -92.1627 valid_0's quantile: 4.72084
[88] valid_0's poisson: -92.3328 valid_0's quantile: 4.69277
[89] valid_0's poisson: -92.5008 valid_0's quantile: 4.66628
[90] valid_0's poisson: -92.6743 valid_0's quantile: 4.63928
[91] valid_0's poisson: -92.8374 valid_0's quantile: 4.61359
[92] valid_0's poisson: -93.0019 valid_0's quantile: 4.58633
[93] valid_0's poisson: -93.1628 valid_0's quantile: 4.56028
[94] valid_0's poisson: -93.3198 valid_0's quantile: 4.53482
[95] valid_0's poisson: -93.4826 valid_0's quantile: 4.50894
[96] valid_0's poisson: -93.6371 valid_0's quantile: 4.48417
[97] valid_0's poisson: -93.789 valid_0's quantile: 4.46144
[98] valid_0's poisson: -93.9387 valid_0's quantile: 4.43772
[99] valid_0's poisson: -94.0915 valid_0's quantile: 4.41387
[100] valid_0's poisson: -94.2324 valid_0's quantile: 4.39222
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -63.4402 valid_0's quantile: 11.4996
[2] valid_0's poisson: -64.07 valid_0's quantile: 11.3151
[3] valid_0's poisson: -64.6791 valid_0's quantile: 11.1362
[4] valid_0's poisson: -65.2758 valid_0's quantile: 10.9579
[5] valid_0's poisson: -65.8551 valid_0's quantile: 10.7878
[6] valid_0's poisson: -66.4182 valid_0's quantile: 10.6222
[7] valid_0's poisson: -66.9614 valid_0's quantile: 10.4672
[8] valid_0's poisson: -67.5024 valid_0's quantile: 10.313
[9] valid_0's poisson: -68.0446 valid_0's quantile: 10.1656
[10] valid_0's poisson: -68.5759 valid_0's quantile: 10.018
[11] valid_0's poisson: -69.0933 valid_0's quantile: 9.87395
[12] valid_0's poisson: -69.615 valid_0's quantile: 9.73229
[13] valid_0's poisson: -70.1186 valid_0's quantile: 9.59576
[14] valid_0's poisson: -70.618 valid_0's quantile: 9.46244
[15] valid_0's poisson: -71.1051 valid_0's quantile: 9.3297
[16] valid_0's poisson: -71.6 valid_0's quantile: 9.19971
[17] valid_0's poisson: -72.071 valid_0's quantile: 9.07283
[18] valid_0's poisson: -72.5249 valid_0's quantile: 8.9511
[19] valid_0's poisson: -72.9897 valid_0's quantile: 8.82933
[20] valid_0's poisson: -73.4429 valid_0's quantile: 8.71078
[21] valid_0's poisson: -73.8912 valid_0's quantile: 8.59814
[22] valid_0's poisson: -74.335 valid_0's quantile: 8.48834
[23] valid_0's poisson: -74.7679 valid_0's quantile: 8.3814
[24] valid_0's poisson: -75.1913 valid_0's quantile: 8.27864
[25] valid_0's poisson: -75.6073 valid_0's quantile: 8.17612
[26] valid_0's poisson: -76.0162 valid_0's quantile: 8.07623
[27] valid_0's poisson: -76.3915 valid_0's quantile: 7.98562
[28] valid_0's poisson: -76.7644 valid_0's quantile: 7.89742
[29] valid_0's poisson: -77.1554 valid_0's quantile: 7.80318
[30] valid_0's poisson: -77.5333 valid_0's quantile: 7.71281
[31] valid_0's poisson: -77.9039 valid_0's quantile: 7.62211
[32] valid_0's poisson: -78.271 valid_0's quantile: 7.53358
[33] valid_0's poisson: -78.6379 valid_0's quantile: 7.44805
[34] valid_0's poisson: -79.0007 valid_0's quantile: 7.36344
[35] valid_0's poisson: -79.3632 valid_0's quantile: 7.27862
[36] valid_0's poisson: -79.7129 valid_0's quantile: 7.19593
[37] valid_0's poisson: -80.0594 valid_0's quantile: 7.11376
[38] valid_0's poisson: -80.401 valid_0's quantile: 7.03402
[39] valid_0's poisson: -80.7331 valid_0's quantile: 6.95641
[40] valid_0's poisson: -81.0645 valid_0's quantile: 6.88063
[41] valid_0's poisson: -81.3832 valid_0's quantile: 6.80684
[42] valid_0's poisson: -81.6991 valid_0's quantile: 6.73316
[43] valid_0's poisson: -82.0131 valid_0's quantile: 6.66179
[44] valid_0's poisson: -82.3222 valid_0's quantile: 6.5937
[45] valid_0's poisson: -82.6214 valid_0's quantile: 6.52807
[46] valid_0's poisson: -82.9354 valid_0's quantile: 6.46134
[47] valid_0's poisson: -83.2428 valid_0's quantile: 6.39632
[48] valid_0's poisson: -83.545 valid_0's quantile: 6.3345
[49] valid_0's poisson: -83.8404 valid_0's quantile: 6.27482
[50] valid_0's poisson: -84.1289 valid_0's quantile: 6.21599
[51] valid_0's poisson: -84.4139 valid_0's quantile: 6.15886
[52] valid_0's poisson: -84.6988 valid_0's quantile: 6.10194
[53] valid_0's poisson: -84.9755 valid_0's quantile: 6.04785
[54] valid_0's poisson: -85.2449 valid_0's quantile: 5.99516
[55] valid_0's poisson: -85.5137 valid_0's quantile: 5.94268
[56] valid_0's poisson: -85.7739 valid_0's quantile: 5.89103
[57] valid_0's poisson: -86.0298 valid_0's quantile: 5.84125
[58] valid_0's poisson: -86.2816 valid_0's quantile: 5.79209
[59] valid_0's poisson: -86.5282 valid_0's quantile: 5.74436
[60] valid_0's poisson: -86.7744 valid_0's quantile: 5.69635
[61] valid_0's poisson: -87.0182 valid_0's quantile: 5.64923
[62] valid_0's poisson: -87.2516 valid_0's quantile: 5.60381
[63] valid_0's poisson: -87.4889 valid_0's quantile: 5.55954
[64] valid_0's poisson: -87.7199 valid_0's quantile: 5.51517
[65] valid_0's poisson: -87.9499 valid_0's quantile: 5.47193
[66] valid_0's poisson: -88.1783 valid_0's quantile: 5.42969
[67] valid_0's poisson: -88.4061 valid_0's quantile: 5.38846
[68] valid_0's poisson: -88.6293 valid_0's quantile: 5.34754
[69] valid_0's poisson: -88.8511 valid_0's quantile: 5.30728
[70] valid_0's poisson: -89.0735 valid_0's quantile: 5.26948
[71] valid_0's poisson: -89.285 valid_0's quantile: 5.23107
[72] valid_0's poisson: -89.4912 valid_0's quantile: 5.1934
[73] valid_0's poisson: -89.6978 valid_0's quantile: 5.15604
[74] valid_0's poisson: -89.9004 valid_0's quantile: 5.11983
[75] valid_0's poisson: -90.0949 valid_0's quantile: 5.08457
[76] valid_0's poisson: -90.2881 valid_0's quantile: 5.04884
[77] valid_0's poisson: -90.4877 valid_0's quantile: 5.01226
[78] valid_0's poisson: -90.681 valid_0's quantile: 4.97916
[79] valid_0's poisson: -90.8724 valid_0's quantile: 4.94473
[80] valid_0's poisson: -91.0578 valid_0's quantile: 4.9115
[81] valid_0's poisson: -91.2438 valid_0's quantile: 4.87837
[82] valid_0's poisson: -91.431 valid_0's quantile: 4.84591
[83] valid_0's poisson: -91.6091 valid_0's quantile: 4.81499
[84] valid_0's poisson: -91.7857 valid_0's quantile: 4.78451
[85] valid_0's poisson: -91.9605 valid_0's quantile: 4.75364
[86] valid_0's poisson: -92.1326 valid_0's quantile: 4.7247
[87] valid_0's poisson: -92.3057 valid_0's quantile: 4.69639
[88] valid_0's poisson: -92.4704 valid_0's quantile: 4.66831
[89] valid_0's poisson: -92.637 valid_0's quantile: 4.63882
[90] valid_0's poisson: -92.8021 valid_0's quantile: 4.61145
[91] valid_0's poisson: -92.9576 valid_0's quantile: 4.58663
[92] valid_0's poisson: -93.1179 valid_0's quantile: 4.55987
[93] valid_0's poisson: -93.2738 valid_0's quantile: 4.53406
[94] valid_0's poisson: -93.428 valid_0's quantile: 4.50877
[95] valid_0's poisson: -93.5798 valid_0's quantile: 4.4837
[96] valid_0's poisson: -93.7264 valid_0's quantile: 4.45614
[97] valid_0's poisson: -93.8759 valid_0's quantile: 4.43282
[98] valid_0's poisson: -94.0233 valid_0's quantile: 4.40904
[99] valid_0's poisson: -94.166 valid_0's quantile: 4.38532
[100] valid_0's poisson: -94.3074 valid_0's quantile: 4.36244
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -64.0736 valid_0's quantile: 11.4922
[2] valid_0's poisson: -64.6908 valid_0's quantile: 11.3056
[3] valid_0's poisson: -65.3065 valid_0's quantile: 11.1255
[4] valid_0's poisson: -65.9067 valid_0's quantile: 10.9454
[5] valid_0's poisson: -66.4887 valid_0's quantile: 10.7724
[6] valid_0's poisson: -67.0383 valid_0's quantile: 10.6078
[7] valid_0's poisson: -67.59 valid_0's quantile: 10.4471
[8] valid_0's poisson: -68.1273 valid_0's quantile: 10.2917
[9] valid_0's poisson: -68.6524 valid_0's quantile: 10.139
[10] valid_0's poisson: -69.1507 valid_0's quantile: 9.99414
[11] valid_0's poisson: -69.6578 valid_0's quantile: 9.85179
[12] valid_0's poisson: -70.1553 valid_0's quantile: 9.71374
[13] valid_0's poisson: -70.6429 valid_0's quantile: 9.58011
[14] valid_0's poisson: -71.1196 valid_0's quantile: 9.44985
[15] valid_0's poisson: -71.6233 valid_0's quantile: 9.31838
[16] valid_0's poisson: -72.1172 valid_0's quantile: 9.18821
[17] valid_0's poisson: -72.5991 valid_0's quantile: 9.06323
[18] valid_0's poisson: -73.069 valid_0's quantile: 8.94414
[19] valid_0's poisson: -73.5275 valid_0's quantile: 8.82511
[20] valid_0's poisson: -73.976 valid_0's quantile: 8.70842
[21] valid_0's poisson: -74.4032 valid_0's quantile: 8.59805
[22] valid_0's poisson: -74.8382 valid_0's quantile: 8.48808
[23] valid_0's poisson: -75.263 valid_0's quantile: 8.38274
[24] valid_0's poisson: -75.6788 valid_0's quantile: 8.27855
[25] valid_0's poisson: -76.0898 valid_0's quantile: 8.1789
[26] valid_0's poisson: -76.4912 valid_0's quantile: 8.08122
[27] valid_0's poisson: -76.881 valid_0's quantile: 7.987
[28] valid_0's poisson: -77.276 valid_0's quantile: 7.88946
[29] valid_0's poisson: -77.663 valid_0's quantile: 7.7942
[30] valid_0's poisson: -78.0397 valid_0's quantile: 7.70249
[31] valid_0's poisson: -78.4183 valid_0's quantile: 7.61127
[32] valid_0's poisson: -78.7891 valid_0's quantile: 7.52192
[33] valid_0's poisson: -79.1535 valid_0's quantile: 7.4349
[34] valid_0's poisson: -79.5096 valid_0's quantile: 7.35011
[35] valid_0's poisson: -79.8603 valid_0's quantile: 7.2682
[36] valid_0's poisson: -80.2041 valid_0's quantile: 7.18808
[37] valid_0's poisson: -80.5373 valid_0's quantile: 7.10995
[38] valid_0's poisson: -80.8643 valid_0's quantile: 7.03234
[39] valid_0's poisson: -81.1861 valid_0's quantile: 6.95653
[40] valid_0's poisson: -81.503 valid_0's quantile: 6.88424
[41] valid_0's poisson: -81.8068 valid_0's quantile: 6.81257
[42] valid_0's poisson: -82.1112 valid_0's quantile: 6.74183
[43] valid_0's poisson: -82.4021 valid_0's quantile: 6.67312
[44] valid_0's poisson: -82.6846 valid_0's quantile: 6.6066
[45] valid_0's poisson: -82.9759 valid_0's quantile: 6.54024
[46] valid_0's poisson: -83.282 valid_0's quantile: 6.47679
[47] valid_0's poisson: -83.5614 valid_0's quantile: 6.41696
[48] valid_0's poisson: -83.8351 valid_0's quantile: 6.35857
[49] valid_0's poisson: -84.1008 valid_0's quantile: 6.30188
[50] valid_0's poisson: -84.3647 valid_0's quantile: 6.24578
[51] valid_0's poisson: -84.6491 valid_0's quantile: 6.18802
[52] valid_0's poisson: -84.9078 valid_0's quantile: 6.13434
[53] valid_0's poisson: -85.1805 valid_0's quantile: 6.07943
[54] valid_0's poisson: -85.4234 valid_0's quantile: 6.02808
[55] valid_0's poisson: -85.686 valid_0's quantile: 5.97488
[56] valid_0's poisson: -85.9441 valid_0's quantile: 5.92415
[57] valid_0's poisson: -86.1982 valid_0's quantile: 5.87488
[58] valid_0's poisson: -86.4501 valid_0's quantile: 5.82424
[59] valid_0's poisson: -86.6978 valid_0's quantile: 5.77573
[60] valid_0's poisson: -86.9445 valid_0's quantile: 5.72894
[61] valid_0's poisson: -87.1797 valid_0's quantile: 5.68316
[62] valid_0's poisson: -87.419 valid_0's quantile: 5.63509
[63] valid_0's poisson: -87.6446 valid_0's quantile: 5.59113
[64] valid_0's poisson: -87.8714 valid_0's quantile: 5.54833
[65] valid_0's poisson: -88.0968 valid_0's quantile: 5.50573
[66] valid_0's poisson: -88.3183 valid_0's quantile: 5.46335
[67] valid_0's poisson: -88.538 valid_0's quantile: 5.41979
[68] valid_0's poisson: -88.7515 valid_0's quantile: 5.37867
[69] valid_0's poisson: -88.9642 valid_0's quantile: 5.33761
[70] valid_0's poisson: -89.1801 valid_0's quantile: 5.2962
[71] valid_0's poisson: -89.3907 valid_0's quantile: 5.25665
[72] valid_0's poisson: -89.6061 valid_0's quantile: 5.21832
[73] valid_0's poisson: -89.8178 valid_0's quantile: 5.18125
[74] valid_0's poisson: -90.0189 valid_0's quantile: 5.14449
[75] valid_0's poisson: -90.216 valid_0's quantile: 5.10892
[76] valid_0's poisson: -90.4106 valid_0's quantile: 5.07565
[77] valid_0's poisson: -90.6092 valid_0's quantile: 5.04155
[78] valid_0's poisson: -90.7982 valid_0's quantile: 5.00898
[79] valid_0's poisson: -90.989 valid_0's quantile: 4.97693
[80] valid_0's poisson: -91.1785 valid_0's quantile: 4.94436
[81] valid_0's poisson: -91.3608 valid_0's quantile: 4.91364
[82] valid_0's poisson: -91.5402 valid_0's quantile: 4.8814
[83] valid_0's poisson: -91.7127 valid_0's quantile: 4.85187
[84] valid_0's poisson: -91.8896 valid_0's quantile: 4.82216
[85] valid_0's poisson: -92.0627 valid_0's quantile: 4.79416
[86] valid_0's poisson: -92.2356 valid_0's quantile: 4.76571
[87] valid_0's poisson: -92.4102 valid_0's quantile: 4.73425
[88] valid_0's poisson: -92.5743 valid_0's quantile: 4.70779
[89] valid_0's poisson: -92.7407 valid_0's quantile: 4.67966
[90] valid_0's poisson: -92.9043 valid_0's quantile: 4.65242
[91] valid_0's poisson: -93.0655 valid_0's quantile: 4.62491
[92] valid_0's poisson: -93.2243 valid_0's quantile: 4.59754
[93] valid_0's poisson: -93.3831 valid_0's quantile: 4.57337
[94] valid_0's poisson: -93.535 valid_0's quantile: 4.54852
[95] valid_0's poisson: -93.6834 valid_0's quantile: 4.52146
[96] valid_0's poisson: -93.8358 valid_0's quantile: 4.49746
[97] valid_0's poisson: -93.9834 valid_0's quantile: 4.47425
[98] valid_0's poisson: -94.1285 valid_0's quantile: 4.45076
[99] valid_0's poisson: -94.2688 valid_0's quantile: 4.42779
[100] valid_0's poisson: -94.4062 valid_0's quantile: 4.4043
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.804 valid_0's quantile: 11.5148
[2] valid_0's poisson: -63.4338 valid_0's quantile: 11.3362
[3] valid_0's poisson: -64.045 valid_0's quantile: 11.158
[4] valid_0's poisson: -64.6386 valid_0's quantile: 10.9875
[5] valid_0's poisson: -65.2154 valid_0's quantile: 10.8225
[6] valid_0's poisson: -65.775 valid_0's quantile: 10.6626
[7] valid_0's poisson: -66.3189 valid_0's quantile: 10.5065
[8] valid_0's poisson: -66.8549 valid_0's quantile: 10.3572
[9] valid_0's poisson: -67.3771 valid_0's quantile: 10.2116
[10] valid_0's poisson: -67.8857 valid_0's quantile: 10.0709
[11] valid_0's poisson: -68.3889 valid_0's quantile: 9.93241
[12] valid_0's poisson: -68.8892 valid_0's quantile: 9.79826
[13] valid_0's poisson: -69.381 valid_0's quantile: 9.66844
[14] valid_0's poisson: -69.8598 valid_0's quantile: 9.53778
[15] valid_0's poisson: -70.3543 valid_0's quantile: 9.41111
[16] valid_0's poisson: -70.8239 valid_0's quantile: 9.28726
[17] valid_0's poisson: -71.306 valid_0's quantile: 9.16461
[18] valid_0's poisson: -71.7778 valid_0's quantile: 9.04466
[19] valid_0's poisson: -72.2266 valid_0's quantile: 8.92841
[20] valid_0's poisson: -72.679 valid_0's quantile: 8.81312
[21] valid_0's poisson: -73.1188 valid_0's quantile: 8.70393
[22] valid_0's poisson: -73.546 valid_0's quantile: 8.5959
[23] valid_0's poisson: -73.9738 valid_0's quantile: 8.48745
[24] valid_0's poisson: -74.4019 valid_0's quantile: 8.38257
[25] valid_0's poisson: -74.8194 valid_0's quantile: 8.2825
[26] valid_0's poisson: -75.2463 valid_0's quantile: 8.18322
[27] valid_0's poisson: -75.6658 valid_0's quantile: 8.08512
[28] valid_0's poisson: -76.0749 valid_0's quantile: 7.98919
[29] valid_0's poisson: -76.4834 valid_0's quantile: 7.89516
[30] valid_0's poisson: -76.8814 valid_0's quantile: 7.80384
[31] valid_0's poisson: -77.2817 valid_0's quantile: 7.71062
[32] valid_0's poisson: -77.6748 valid_0's quantile: 7.61934
[33] valid_0's poisson: -78.0559 valid_0's quantile: 7.53134
[34] valid_0's poisson: -78.4275 valid_0's quantile: 7.44589
[35] valid_0's poisson: -78.8015 valid_0's quantile: 7.36068
[36] valid_0's poisson: -79.1696 valid_0's quantile: 7.27701
[37] valid_0's poisson: -79.5195 valid_0's quantile: 7.19949
[38] valid_0's poisson: -79.8568 valid_0's quantile: 7.12565
[39] valid_0's poisson: -80.2047 valid_0's quantile: 7.04769
[40] valid_0's poisson: -80.545 valid_0's quantile: 6.97106
[41] valid_0's poisson: -80.8783 valid_0's quantile: 6.8959
[42] valid_0's poisson: -81.2048 valid_0's quantile: 6.82207
[43] valid_0's poisson: -81.5265 valid_0's quantile: 6.74974
[44] valid_0's poisson: -81.8478 valid_0's quantile: 6.67946
[45] valid_0's poisson: -82.1597 valid_0's quantile: 6.61182
[46] valid_0's poisson: -82.4654 valid_0's quantile: 6.54702
[47] valid_0's poisson: -82.7854 valid_0's quantile: 6.48217
[48] valid_0's poisson: -83.0941 valid_0's quantile: 6.42024
[49] valid_0's poisson: -83.3983 valid_0's quantile: 6.35796
[50] valid_0's poisson: -83.7041 valid_0's quantile: 6.29849
[51] valid_0's poisson: -84.0029 valid_0's quantile: 6.23936
[52] valid_0's poisson: -84.2987 valid_0's quantile: 6.1818
[53] valid_0's poisson: -84.5803 valid_0's quantile: 6.12783
[54] valid_0's poisson: -84.8627 valid_0's quantile: 6.07437
[55] valid_0's poisson: -85.1399 valid_0's quantile: 6.02133
[56] valid_0's poisson: -85.4164 valid_0's quantile: 5.96959
[57] valid_0's poisson: -85.6883 valid_0's quantile: 5.91936
[58] valid_0's poisson: -85.9531 valid_0's quantile: 5.87014
[59] valid_0's poisson: -86.2137 valid_0's quantile: 5.81815
[60] valid_0's poisson: -86.4699 valid_0's quantile: 5.76722
[61] valid_0's poisson: -86.7252 valid_0's quantile: 5.71769
[62] valid_0's poisson: -86.972 valid_0's quantile: 5.67084
[63] valid_0's poisson: -87.2122 valid_0's quantile: 5.62585
[64] valid_0's poisson: -87.4476 valid_0's quantile: 5.58215
[65] valid_0's poisson: -87.6838 valid_0's quantile: 5.53682
[66] valid_0's poisson: -87.9115 valid_0's quantile: 5.49485
[67] valid_0's poisson: -88.1393 valid_0's quantile: 5.4515
[68] valid_0's poisson: -88.3577 valid_0's quantile: 5.41157
[69] valid_0's poisson: -88.5748 valid_0's quantile: 5.37077
[70] valid_0's poisson: -88.7985 valid_0's quantile: 5.3293
[71] valid_0's poisson: -89.0156 valid_0's quantile: 5.29011
[72] valid_0's poisson: -89.2313 valid_0's quantile: 5.25142
[73] valid_0's poisson: -89.4445 valid_0's quantile: 5.21284
[74] valid_0's poisson: -89.6543 valid_0's quantile: 5.17506
[75] valid_0's poisson: -89.8618 valid_0's quantile: 5.1385
[76] valid_0's poisson: -90.064 valid_0's quantile: 5.1028
[77] valid_0's poisson: -90.2648 valid_0's quantile: 5.06834
[78] valid_0's poisson: -90.4642 valid_0's quantile: 5.03443
[79] valid_0's poisson: -90.6611 valid_0's quantile: 5.00116
[80] valid_0's poisson: -90.8539 valid_0's quantile: 4.96873
[81] valid_0's poisson: -91.0432 valid_0's quantile: 4.93744
[82] valid_0's poisson: -91.2316 valid_0's quantile: 4.90392
[83] valid_0's poisson: -91.4201 valid_0's quantile: 4.87293
[84] valid_0's poisson: -91.6049 valid_0's quantile: 4.84126
[85] valid_0's poisson: -91.7866 valid_0's quantile: 4.81152
[86] valid_0's poisson: -91.9608 valid_0's quantile: 4.78141
[87] valid_0's poisson: -92.1375 valid_0's quantile: 4.7535
[88] valid_0's poisson: -92.3056 valid_0's quantile: 4.72451
[89] valid_0's poisson: -92.47 valid_0's quantile: 4.69663
[90] valid_0's poisson: -92.6346 valid_0's quantile: 4.66969
[91] valid_0's poisson: -92.8013 valid_0's quantile: 4.64283
[92] valid_0's poisson: -92.9677 valid_0's quantile: 4.61335
[93] valid_0's poisson: -93.1295 valid_0's quantile: 4.58671
[94] valid_0's poisson: -93.2845 valid_0's quantile: 4.56193
[95] valid_0's poisson: -93.4352 valid_0's quantile: 4.53811
[96] valid_0's poisson: -93.5878 valid_0's quantile: 4.51219
[97] valid_0's poisson: -93.7347 valid_0's quantile: 4.4873
[98] valid_0's poisson: -93.8797 valid_0's quantile: 4.46463
[99] valid_0's poisson: -94.0229 valid_0's quantile: 4.44096
[100] valid_0's poisson: -94.1668 valid_0's quantile: 4.41733
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.6696 valid_0's quantile: 5.60982
[2] valid_0's poisson: -94.0652 valid_0's quantile: 4.79874
[3] valid_0's poisson: -96.9189 valid_0's quantile: 4.27236
[4] valid_0's poisson: -97.4399 valid_0's quantile: 4.06996
[5] valid_0's poisson: -98.0754 valid_0's quantile: 3.9495
[6] valid_0's poisson: -98.4236 valid_0's quantile: 3.91024
[7] valid_0's poisson: -98.4819 valid_0's quantile: 3.89043
[8] valid_0's poisson: -98.6402 valid_0's quantile: 3.83498
[9] valid_0's poisson: -98.6306 valid_0's quantile: 3.84727
[10] valid_0's poisson: -99.2289 valid_0's quantile: 3.71889
[11] valid_0's poisson: -99.2373 valid_0's quantile: 3.71296
[12] valid_0's poisson: -99.6038 valid_0's quantile: 3.68743
[13] valid_0's poisson: -99.5787 valid_0's quantile: 3.67882
[14] valid_0's poisson: -99.7667 valid_0's quantile: 3.64656
[15] valid_0's poisson: -99.8144 valid_0's quantile: 3.61679
[16] valid_0's poisson: -100.171 valid_0's quantile: 3.58814
[17] valid_0's poisson: -100.238 valid_0's quantile: 3.53893
[18] valid_0's poisson: -100.332 valid_0's quantile: 3.53495
[19] valid_0's poisson: -100.29 valid_0's quantile: 3.53553
[20] valid_0's poisson: -100.476 valid_0's quantile: 3.51149
[21] valid_0's poisson: -100.39 valid_0's quantile: 3.4953
[22] valid_0's poisson: -100.864 valid_0's quantile: 3.46352
[23] valid_0's poisson: -100.908 valid_0's quantile: 3.4566
[24] valid_0's poisson: -100.919 valid_0's quantile: 3.45657
[25] valid_0's poisson: -100.938 valid_0's quantile: 3.43541
[26] valid_0's poisson: -100.898 valid_0's quantile: 3.43945
[27] valid_0's poisson: -101.148 valid_0's quantile: 3.45611
[28] valid_0's poisson: -101.175 valid_0's quantile: 3.46054
[29] valid_0's poisson: -101.207 valid_0's quantile: 3.44712
[30] valid_0's poisson: -101.244 valid_0's quantile: 3.44628
[31] valid_0's poisson: -101.299 valid_0's quantile: 3.4304
[32] valid_0's poisson: -101.349 valid_0's quantile: 3.42822
[33] valid_0's poisson: -101.258 valid_0's quantile: 3.42918
[34] valid_0's poisson: -101.193 valid_0's quantile: 3.42801
[35] valid_0's poisson: -101.296 valid_0's quantile: 3.43165
[36] valid_0's poisson: -101.304 valid_0's quantile: 3.42742
[37] valid_0's poisson: -101.396 valid_0's quantile: 3.40553
[38] valid_0's poisson: -101.517 valid_0's quantile: 3.40153
[39] valid_0's poisson: -101.582 valid_0's quantile: 3.38807
[40] valid_0's poisson: -101.661 valid_0's quantile: 3.38652
[41] valid_0's poisson: -101.686 valid_0's quantile: 3.37503
[42] valid_0's poisson: -101.719 valid_0's quantile: 3.36339
[43] valid_0's poisson: -101.738 valid_0's quantile: 3.35997
[44] valid_0's poisson: -101.823 valid_0's quantile: 3.36705
[45] valid_0's poisson: -101.821 valid_0's quantile: 3.36224
[46] valid_0's poisson: -101.824 valid_0's quantile: 3.36466
[47] valid_0's poisson: -101.927 valid_0's quantile: 3.35572
[48] valid_0's poisson: -101.965 valid_0's quantile: 3.35711
[49] valid_0's poisson: -101.918 valid_0's quantile: 3.34998
[50] valid_0's poisson: -101.908 valid_0's quantile: 3.35695
[51] valid_0's poisson: -101.967 valid_0's quantile: 3.35594
[52] valid_0's poisson: -101.935 valid_0's quantile: 3.35805
[53] valid_0's poisson: -101.931 valid_0's quantile: 3.36142
[54] valid_0's poisson: -101.999 valid_0's quantile: 3.36384
[55] valid_0's poisson: -102.044 valid_0's quantile: 3.35403
[56] valid_0's poisson: -102.041 valid_0's quantile: 3.35322
[57] valid_0's poisson: -101.983 valid_0's quantile: 3.35165
[58] valid_0's poisson: -101.922 valid_0's quantile: 3.35647
[59] valid_0's poisson: -101.926 valid_0's quantile: 3.362
[60] valid_0's poisson: -101.955 valid_0's quantile: 3.36363
[61] valid_0's poisson: -101.932 valid_0's quantile: 3.34831
[62] valid_0's poisson: -101.973 valid_0's quantile: 3.34442
[63] valid_0's poisson: -101.963 valid_0's quantile: 3.34679
[64] valid_0's poisson: -102.024 valid_0's quantile: 3.34136
[65] valid_0's poisson: -102.071 valid_0's quantile: 3.33183
[66] valid_0's poisson: -102.29 valid_0's quantile: 3.32576
[67] valid_0's poisson: -102.292 valid_0's quantile: 3.31676
[68] valid_0's poisson: -102.187 valid_0's quantile: 3.29874
[69] valid_0's poisson: -102.252 valid_0's quantile: 3.30216
[70] valid_0's poisson: -102.145 valid_0's quantile: 3.29122
[71] valid_0's poisson: -102.249 valid_0's quantile: 3.2856
[72] valid_0's poisson: -102.236 valid_0's quantile: 3.28413
[73] valid_0's poisson: -102.183 valid_0's quantile: 3.28291
[74] valid_0's poisson: -102.297 valid_0's quantile: 3.29906
[75] valid_0's poisson: -102.429 valid_0's quantile: 3.29631
[76] valid_0's poisson: -102.51 valid_0's quantile: 3.29835
[77] valid_0's poisson: -102.543 valid_0's quantile: 3.29252
[78] valid_0's poisson: -102.361 valid_0's quantile: 3.29433
[79] valid_0's poisson: -102.459 valid_0's quantile: 3.29781
[80] valid_0's poisson: -102.464 valid_0's quantile: 3.28881
[81] valid_0's poisson: -102.454 valid_0's quantile: 3.27702
[82] valid_0's poisson: -102.555 valid_0's quantile: 3.28613
[83] valid_0's poisson: -102.525 valid_0's quantile: 3.28086
[84] valid_0's poisson: -102.424 valid_0's quantile: 3.28391
[85] valid_0's poisson: -102.454 valid_0's quantile: 3.27025
[86] valid_0's poisson: -102.318 valid_0's quantile: 3.26445
[87] valid_0's poisson: -102.31 valid_0's quantile: 3.26898
[88] valid_0's poisson: -102.348 valid_0's quantile: 3.26219
[89] valid_0's poisson: -102.416 valid_0's quantile: 3.2607
[90] valid_0's poisson: -102.214 valid_0's quantile: 3.25921
[91] valid_0's poisson: -102.34 valid_0's quantile: 3.26106
[92] valid_0's poisson: -102.334 valid_0's quantile: 3.26101
[93] valid_0's poisson: -102.406 valid_0's quantile: 3.26074
[94] valid_0's poisson: -102.537 valid_0's quantile: 3.25779
[95] valid_0's poisson: -102.613 valid_0's quantile: 3.25242
[96] valid_0's poisson: -102.488 valid_0's quantile: 3.25436
[97] valid_0's poisson: -102.546 valid_0's quantile: 3.25305
[98] valid_0's poisson: -102.46 valid_0's quantile: 3.25384
[99] valid_0's poisson: -102.381 valid_0's quantile: 3.25545
[100] valid_0's poisson: -102.326 valid_0's quantile: 3.25391
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -90.5774 valid_0's quantile: 5.59956
[2] valid_0's poisson: -94.7078 valid_0's quantile: 4.72695
[3] valid_0's poisson: -97.5609 valid_0's quantile: 4.27097
[4] valid_0's poisson: -97.5814 valid_0's quantile: 4.12448
[5] valid_0's poisson: -97.4714 valid_0's quantile: 4.02231
[6] valid_0's poisson: -98.64 valid_0's quantile: 3.92063
[7] valid_0's poisson: -98.4041 valid_0's quantile: 3.87988
[8] valid_0's poisson: -98.5473 valid_0's quantile: 3.82471
[9] valid_0's poisson: -99.3104 valid_0's quantile: 3.76459
[10] valid_0's poisson: -99.2994 valid_0's quantile: 3.7368
[11] valid_0's poisson: -99.2533 valid_0's quantile: 3.70038
[12] valid_0's poisson: -99.4368 valid_0's quantile: 3.68055
[13] valid_0's poisson: -99.5306 valid_0's quantile: 3.66614
[14] valid_0's poisson: -99.5705 valid_0's quantile: 3.66492
[15] valid_0's poisson: -99.7811 valid_0's quantile: 3.61443
[16] valid_0's poisson: -100.021 valid_0's quantile: 3.58111
[17] valid_0's poisson: -100.08 valid_0's quantile: 3.55652
[18] valid_0's poisson: -100.144 valid_0's quantile: 3.54879
[19] valid_0's poisson: -100.215 valid_0's quantile: 3.5419
[20] valid_0's poisson: -100.356 valid_0's quantile: 3.53923
[21] valid_0's poisson: -100.372 valid_0's quantile: 3.53818
[22] valid_0's poisson: -100.33 valid_0's quantile: 3.52846
[23] valid_0's poisson: -100.249 valid_0's quantile: 3.52351
[24] valid_0's poisson: -100.5 valid_0's quantile: 3.51246
[25] valid_0's poisson: -100.491 valid_0's quantile: 3.50374
[26] valid_0's poisson: -100.998 valid_0's quantile: 3.46388
[27] valid_0's poisson: -101.013 valid_0's quantile: 3.42549
[28] valid_0's poisson: -101.106 valid_0's quantile: 3.41215
[29] valid_0's poisson: -101.093 valid_0's quantile: 3.41149
[30] valid_0's poisson: -101.256 valid_0's quantile: 3.40337
[31] valid_0's poisson: -101.276 valid_0's quantile: 3.40383
[32] valid_0's poisson: -101.237 valid_0's quantile: 3.39822
[33] valid_0's poisson: -101.261 valid_0's quantile: 3.38405
[34] valid_0's poisson: -101.285 valid_0's quantile: 3.37875
[35] valid_0's poisson: -101.246 valid_0's quantile: 3.38736
[36] valid_0's poisson: -101.259 valid_0's quantile: 3.39009
[37] valid_0's poisson: -101.259 valid_0's quantile: 3.38358
[38] valid_0's poisson: -101.301 valid_0's quantile: 3.3773
[39] valid_0's poisson: -102.299 valid_0's quantile: 3.19711
[40] valid_0's poisson: -102.591 valid_0's quantile: 3.18936
[41] valid_0's poisson: -102.549 valid_0's quantile: 3.18661
[42] valid_0's poisson: -102.476 valid_0's quantile: 3.18255
[43] valid_0's poisson: -102.486 valid_0's quantile: 3.19434
[44] valid_0's poisson: -102.591 valid_0's quantile: 3.19874
[45] valid_0's poisson: -102.542 valid_0's quantile: 3.20253
[46] valid_0's poisson: -102.546 valid_0's quantile: 3.20108
[47] valid_0's poisson: -102.487 valid_0's quantile: 3.20304
[48] valid_0's poisson: -102.561 valid_0's quantile: 3.20645
[49] valid_0's poisson: -102.402 valid_0's quantile: 3.22079
[50] valid_0's poisson: -102.468 valid_0's quantile: 3.2128
[51] valid_0's poisson: -102.396 valid_0's quantile: 3.20314
[52] valid_0's poisson: -102.516 valid_0's quantile: 3.17513
[53] valid_0's poisson: -102.526 valid_0's quantile: 3.17803
[54] valid_0's poisson: -102.483 valid_0's quantile: 3.17336
[55] valid_0's poisson: -102.541 valid_0's quantile: 3.17595
[56] valid_0's poisson: -102.518 valid_0's quantile: 3.1774
[57] valid_0's poisson: -102.534 valid_0's quantile: 3.16915
[58] valid_0's poisson: -102.597 valid_0's quantile: 3.17138
[59] valid_0's poisson: -102.555 valid_0's quantile: 3.16903
[60] valid_0's poisson: -102.587 valid_0's quantile: 3.17209
[61] valid_0's poisson: -102.558 valid_0's quantile: 3.17274
[62] valid_0's poisson: -102.617 valid_0's quantile: 3.16947
[63] valid_0's poisson: -102.586 valid_0's quantile: 3.17178
[64] valid_0's poisson: -102.616 valid_0's quantile: 3.17296
[65] valid_0's poisson: -102.71 valid_0's quantile: 3.16871
[66] valid_0's poisson: -102.705 valid_0's quantile: 3.17057
[67] valid_0's poisson: -102.702 valid_0's quantile: 3.16854
[68] valid_0's poisson: -102.741 valid_0's quantile: 3.17011
[69] valid_0's poisson: -102.732 valid_0's quantile: 3.17429
[70] valid_0's poisson: -102.741 valid_0's quantile: 3.16974
[71] valid_0's poisson: -102.768 valid_0's quantile: 3.17229
[72] valid_0's poisson: -102.731 valid_0's quantile: 3.16684
[73] valid_0's poisson: -102.744 valid_0's quantile: 3.16441
[74] valid_0's poisson: -102.773 valid_0's quantile: 3.16227
[75] valid_0's poisson: -102.708 valid_0's quantile: 3.16632
[76] valid_0's poisson: -102.748 valid_0's quantile: 3.16448
[77] valid_0's poisson: -102.72 valid_0's quantile: 3.15446
[78] valid_0's poisson: -102.746 valid_0's quantile: 3.15222
[79] valid_0's poisson: -102.75 valid_0's quantile: 3.15645
[80] valid_0's poisson: -102.799 valid_0's quantile: 3.15719
[81] valid_0's poisson: -102.743 valid_0's quantile: 3.15111
[82] valid_0's poisson: -102.745 valid_0's quantile: 3.14895
[83] valid_0's poisson: -102.746 valid_0's quantile: 3.14837
[84] valid_0's poisson: -102.813 valid_0's quantile: 3.14872
[85] valid_0's poisson: -102.801 valid_0's quantile: 3.15148
[86] valid_0's poisson: -102.733 valid_0's quantile: 3.14809
[87] valid_0's poisson: -102.783 valid_0's quantile: 3.14659
[88] valid_0's poisson: -102.715 valid_0's quantile: 3.14701
[89] valid_0's poisson: -102.754 valid_0's quantile: 3.15737
[90] valid_0's poisson: -102.831 valid_0's quantile: 3.15555
[91] valid_0's poisson: -102.807 valid_0's quantile: 3.15509
[92] valid_0's poisson: -102.891 valid_0's quantile: 3.15789
[93] valid_0's poisson: -102.923 valid_0's quantile: 3.15261
[94] valid_0's poisson: -102.909 valid_0's quantile: 3.15202
[95] valid_0's poisson: -102.919 valid_0's quantile: 3.1501
[96] valid_0's poisson: -102.936 valid_0's quantile: 3.14683
[97] valid_0's poisson: -102.952 valid_0's quantile: 3.15025
[98] valid_0's poisson: -103.05 valid_0's quantile: 3.13053
[99] valid_0's poisson: -103.012 valid_0's quantile: 3.13379
[100] valid_0's poisson: -103.043 valid_0's quantile: 3.13743
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -90.1551 valid_0's quantile: 5.62339
[2] valid_0's poisson: -94.5041 valid_0's quantile: 4.65564
[3] valid_0's poisson: -97.8816 valid_0's quantile: 4.18298
[4] valid_0's poisson: -98.6043 valid_0's quantile: 4.04341
[5] valid_0's poisson: -98.9893 valid_0's quantile: 3.86505
[6] valid_0's poisson: -99.1032 valid_0's quantile: 3.72029
[7] valid_0's poisson: -99.3706 valid_0's quantile: 3.67088
[8] valid_0's poisson: -99.6435 valid_0's quantile: 3.63926
[9] valid_0's poisson: -99.7127 valid_0's quantile: 3.61944
[10] valid_0's poisson: -99.5574 valid_0's quantile: 3.60937
[11] valid_0's poisson: -99.5907 valid_0's quantile: 3.59871
[12] valid_0's poisson: -99.6289 valid_0's quantile: 3.58467
[13] valid_0's poisson: -99.8677 valid_0's quantile: 3.57125
[14] valid_0's poisson: -99.8567 valid_0's quantile: 3.57159
[15] valid_0's poisson: -100.118 valid_0's quantile: 3.5536
[16] valid_0's poisson: -100.025 valid_0's quantile: 3.53033
[17] valid_0's poisson: -100.173 valid_0's quantile: 3.47389
[18] valid_0's poisson: -100.261 valid_0's quantile: 3.46132
[19] valid_0's poisson: -100.444 valid_0's quantile: 3.45269
[20] valid_0's poisson: -100.415 valid_0's quantile: 3.40484
[21] valid_0's poisson: -100.662 valid_0's quantile: 3.39441
[22] valid_0's poisson: -100.629 valid_0's quantile: 3.38806
[23] valid_0's poisson: -100.841 valid_0's quantile: 3.37239
[24] valid_0's poisson: -101.136 valid_0's quantile: 3.32955
[25] valid_0's poisson: -101.228 valid_0's quantile: 3.32443
[26] valid_0's poisson: -101.283 valid_0's quantile: 3.32101
[27] valid_0's poisson: -101.265 valid_0's quantile: 3.31085
[28] valid_0's poisson: -101.315 valid_0's quantile: 3.3109
[29] valid_0's poisson: -101.135 valid_0's quantile: 3.30811
[30] valid_0's poisson: -101.28 valid_0's quantile: 3.30207
[31] valid_0's poisson: -101.246 valid_0's quantile: 3.29826
[32] valid_0's poisson: -101.355 valid_0's quantile: 3.3
[33] valid_0's poisson: -101.475 valid_0's quantile: 3.28414
[34] valid_0's poisson: -101.46 valid_0's quantile: 3.29958
[35] valid_0's poisson: -101.692 valid_0's quantile: 3.29951
[36] valid_0's poisson: -101.675 valid_0's quantile: 3.30776
[37] valid_0's poisson: -101.637 valid_0's quantile: 3.29843
[38] valid_0's poisson: -101.559 valid_0's quantile: 3.29617
[39] valid_0's poisson: -101.621 valid_0's quantile: 3.29378
[40] valid_0's poisson: -101.511 valid_0's quantile: 3.28964
[41] valid_0's poisson: -101.497 valid_0's quantile: 3.28531
[42] valid_0's poisson: -101.471 valid_0's quantile: 3.2857
[43] valid_0's poisson: -101.403 valid_0's quantile: 3.28354
[44] valid_0's poisson: -101.544 valid_0's quantile: 3.28177
[45] valid_0's poisson: -101.554 valid_0's quantile: 3.2615
[46] valid_0's poisson: -101.542 valid_0's quantile: 3.25822
[47] valid_0's poisson: -101.657 valid_0's quantile: 3.25494
[48] valid_0's poisson: -101.52 valid_0's quantile: 3.26203
[49] valid_0's poisson: -101.632 valid_0's quantile: 3.255
[50] valid_0's poisson: -101.754 valid_0's quantile: 3.25561
[51] valid_0's poisson: -102.605 valid_0's quantile: 3.13742
[52] valid_0's poisson: -102.598 valid_0's quantile: 3.13395
[53] valid_0's poisson: -102.62 valid_0's quantile: 3.12662
[54] valid_0's poisson: -102.559 valid_0's quantile: 3.12796
[55] valid_0's poisson: -102.531 valid_0's quantile: 3.11656
[56] valid_0's poisson: -102.624 valid_0's quantile: 3.11796
[57] valid_0's poisson: -102.643 valid_0's quantile: 3.12067
[58] valid_0's poisson: -102.606 valid_0's quantile: 3.11998
[59] valid_0's poisson: -102.786 valid_0's quantile: 3.08994
[60] valid_0's poisson: -102.849 valid_0's quantile: 3.08638
[61] valid_0's poisson: -102.852 valid_0's quantile: 3.08948
[62] valid_0's poisson: -102.898 valid_0's quantile: 3.09506
[63] valid_0's poisson: -102.929 valid_0's quantile: 3.0934
[64] valid_0's poisson: -102.856 valid_0's quantile: 3.09227
[65] valid_0's poisson: -102.707 valid_0's quantile: 3.09539
[66] valid_0's poisson: -102.748 valid_0's quantile: 3.09612
[67] valid_0's poisson: -102.91 valid_0's quantile: 3.09031
[68] valid_0's poisson: -102.857 valid_0's quantile: 3.08641
[69] valid_0's poisson: -102.828 valid_0's quantile: 3.09421
[70] valid_0's poisson: -102.869 valid_0's quantile: 3.08212
[71] valid_0's poisson: -102.852 valid_0's quantile: 3.07751
[72] valid_0's poisson: -102.879 valid_0's quantile: 3.07449
[73] valid_0's poisson: -102.885 valid_0's quantile: 3.08729
[74] valid_0's poisson: -102.824 valid_0's quantile: 3.07749
[75] valid_0's poisson: -102.881 valid_0's quantile: 3.07974
[76] valid_0's poisson: -102.83 valid_0's quantile: 3.07581
[77] valid_0's poisson: -102.855 valid_0's quantile: 3.07147
[78] valid_0's poisson: -102.785 valid_0's quantile: 3.06602
[79] valid_0's poisson: -102.761 valid_0's quantile: 3.06515
[80] valid_0's poisson: -102.749 valid_0's quantile: 3.07076
[81] valid_0's poisson: -102.759 valid_0's quantile: 3.07046
[82] valid_0's poisson: -102.806 valid_0's quantile: 3.06698
[83] valid_0's poisson: -102.832 valid_0's quantile: 3.06877
[84] valid_0's poisson: -102.808 valid_0's quantile: 3.06352
[85] valid_0's poisson: -102.805 valid_0's quantile: 3.06765
[86] valid_0's poisson: -102.823 valid_0's quantile: 3.06546
[87] valid_0's poisson: -102.875 valid_0's quantile: 3.06297
[88] valid_0's poisson: -102.893 valid_0's quantile: 3.07274
[89] valid_0's poisson: -102.885 valid_0's quantile: 3.07694
[90] valid_0's poisson: -102.885 valid_0's quantile: 3.07523
[91] valid_0's poisson: -102.9 valid_0's quantile: 3.0747
[92] valid_0's poisson: -102.868 valid_0's quantile: 3.07527
[93] valid_0's poisson: -102.863 valid_0's quantile: 3.07774
[94] valid_0's poisson: -102.869 valid_0's quantile: 3.08395
[95] valid_0's poisson: -102.818 valid_0's quantile: 3.06567
[96] valid_0's poisson: -102.823 valid_0's quantile: 3.06415
[97] valid_0's poisson: -102.841 valid_0's quantile: 3.05729
[98] valid_0's poisson: -102.758 valid_0's quantile: 3.06591
[99] valid_0's poisson: -102.779 valid_0's quantile: 3.06238
[100] valid_0's poisson: -102.76 valid_0's quantile: 3.05992
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.8409 valid_0's quantile: 5.70912
[2] valid_0's poisson: -94.6453 valid_0's quantile: 4.77172
[3] valid_0's poisson: -97.623 valid_0's quantile: 4.31077
[4] valid_0's poisson: -98.5542 valid_0's quantile: 4.06344
[5] valid_0's poisson: -98.8627 valid_0's quantile: 3.97291
[6] valid_0's poisson: -99.1952 valid_0's quantile: 3.90988
[7] valid_0's poisson: -99.1566 valid_0's quantile: 3.85256
[8] valid_0's poisson: -99.4223 valid_0's quantile: 3.83207
[9] valid_0's poisson: -99.4994 valid_0's quantile: 3.77829
[10] valid_0's poisson: -99.6833 valid_0's quantile: 3.75838
[11] valid_0's poisson: -100.077 valid_0's quantile: 3.75906
[12] valid_0's poisson: -100.055 valid_0's quantile: 3.72491
[13] valid_0's poisson: -100.331 valid_0's quantile: 3.66949
[14] valid_0's poisson: -100.494 valid_0's quantile: 3.63082
[15] valid_0's poisson: -100.83 valid_0's quantile: 3.58792
[16] valid_0's poisson: -100.667 valid_0's quantile: 3.58476
[17] valid_0's poisson: -100.917 valid_0's quantile: 3.57587
[18] valid_0's poisson: -101.028 valid_0's quantile: 3.55257
[19] valid_0's poisson: -101.177 valid_0's quantile: 3.53536
[20] valid_0's poisson: -101.114 valid_0's quantile: 3.53869
[21] valid_0's poisson: -101.331 valid_0's quantile: 3.49567
[22] valid_0's poisson: -101.319 valid_0's quantile: 3.46399
[23] valid_0's poisson: -101.298 valid_0's quantile: 3.47024
[24] valid_0's poisson: -101.258 valid_0's quantile: 3.46782
[25] valid_0's poisson: -101.316 valid_0's quantile: 3.43727
[26] valid_0's poisson: -101.405 valid_0's quantile: 3.42607
[27] valid_0's poisson: -101.378 valid_0's quantile: 3.43017
[28] valid_0's poisson: -101.481 valid_0's quantile: 3.42454
[29] valid_0's poisson: -101.401 valid_0's quantile: 3.43205
[30] valid_0's poisson: -101.428 valid_0's quantile: 3.42166
[31] valid_0's poisson: -101.521 valid_0's quantile: 3.41091
[32] valid_0's poisson: -101.613 valid_0's quantile: 3.40151
[33] valid_0's poisson: -101.663 valid_0's quantile: 3.40342
[34] valid_0's poisson: -101.766 valid_0's quantile: 3.38982
[35] valid_0's poisson: -101.695 valid_0's quantile: 3.39056
[36] valid_0's poisson: -101.775 valid_0's quantile: 3.38683
[37] valid_0's poisson: -101.789 valid_0's quantile: 3.37004
[38] valid_0's poisson: -101.767 valid_0's quantile: 3.3738
[39] valid_0's poisson: -101.783 valid_0's quantile: 3.374
[40] valid_0's poisson: -101.764 valid_0's quantile: 3.37492
[41] valid_0's poisson: -101.886 valid_0's quantile: 3.38776
[42] valid_0's poisson: -102.775 valid_0's quantile: 3.2774
[43] valid_0's poisson: -102.818 valid_0's quantile: 3.28513
[44] valid_0's poisson: -102.889 valid_0's quantile: 3.27949
[45] valid_0's poisson: -102.922 valid_0's quantile: 3.27235
[46] valid_0's poisson: -102.96 valid_0's quantile: 3.25702
[47] valid_0's poisson: -103.008 valid_0's quantile: 3.26216
[48] valid_0's poisson: -103.022 valid_0's quantile: 3.26209
[49] valid_0's poisson: -103.021 valid_0's quantile: 3.25901
[50] valid_0's poisson: -103.047 valid_0's quantile: 3.26691
[51] valid_0's poisson: -103.004 valid_0's quantile: 3.27366
[52] valid_0's poisson: -103.139 valid_0's quantile: 3.26274
[53] valid_0's poisson: -103.213 valid_0's quantile: 3.27853
[54] valid_0's poisson: -103.193 valid_0's quantile: 3.26889
[55] valid_0's poisson: -103.165 valid_0's quantile: 3.26763
[56] valid_0's poisson: -103.235 valid_0's quantile: 3.26581
[57] valid_0's poisson: -103.195 valid_0's quantile: 3.26643
[58] valid_0's poisson: -103.194 valid_0's quantile: 3.26906
[59] valid_0's poisson: -103.161 valid_0's quantile: 3.26253
[60] valid_0's poisson: -103.166 valid_0's quantile: 3.26048
[61] valid_0's poisson: -103.096 valid_0's quantile: 3.25334
[62] valid_0's poisson: -103.031 valid_0's quantile: 3.2505
[63] valid_0's poisson: -103.071 valid_0's quantile: 3.25427
[64] valid_0's poisson: -102.932 valid_0's quantile: 3.2615
[65] valid_0's poisson: -103 valid_0's quantile: 3.25955
[66] valid_0's poisson: -103.043 valid_0's quantile: 3.25567
[67] valid_0's poisson: -103.195 valid_0's quantile: 3.25492
[68] valid_0's poisson: -103.132 valid_0's quantile: 3.25942
[69] valid_0's poisson: -103.094 valid_0's quantile: 3.24947
[70] valid_0's poisson: -103.103 valid_0's quantile: 3.2327
[71] valid_0's poisson: -103.032 valid_0's quantile: 3.23493
[72] valid_0's poisson: -103.104 valid_0's quantile: 3.23507
[73] valid_0's poisson: -103.019 valid_0's quantile: 3.23769
[74] valid_0's poisson: -102.921 valid_0's quantile: 3.24225
[75] valid_0's poisson: -102.966 valid_0's quantile: 3.24254
[76] valid_0's poisson: -102.971 valid_0's quantile: 3.23779
[77] valid_0's poisson: -102.975 valid_0's quantile: 3.23815
[78] valid_0's poisson: -102.98 valid_0's quantile: 3.24994
[79] valid_0's poisson: -103.039 valid_0's quantile: 3.24958
[80] valid_0's poisson: -103.024 valid_0's quantile: 3.25569
[81] valid_0's poisson: -103.061 valid_0's quantile: 3.2531
[82] valid_0's poisson: -103.056 valid_0's quantile: 3.25578
[83] valid_0's poisson: -103.166 valid_0's quantile: 3.25424
[84] valid_0's poisson: -103.178 valid_0's quantile: 3.25629
[85] valid_0's poisson: -103.24 valid_0's quantile: 3.23885
[86] valid_0's poisson: -103.263 valid_0's quantile: 3.24117
[87] valid_0's poisson: -103.268 valid_0's quantile: 3.24547
[88] valid_0's poisson: -103.278 valid_0's quantile: 3.23747
[89] valid_0's poisson: -103.272 valid_0's quantile: 3.23323
[90] valid_0's poisson: -103.384 valid_0's quantile: 3.23006
[91] valid_0's poisson: -103.433 valid_0's quantile: 3.22977
[92] valid_0's poisson: -103.366 valid_0's quantile: 3.23218
[93] valid_0's poisson: -103.482 valid_0's quantile: 3.23881
[94] valid_0's poisson: -103.434 valid_0's quantile: 3.23488
[95] valid_0's poisson: -103.204 valid_0's quantile: 3.23545
[96] valid_0's poisson: -103.464 valid_0's quantile: 3.23392
[97] valid_0's poisson: -103.435 valid_0's quantile: 3.22995
[98] valid_0's poisson: -103.487 valid_0's quantile: 3.23633
[99] valid_0's poisson: -103.563 valid_0's quantile: 3.23716
[100] valid_0's poisson: -103.6 valid_0's quantile: 3.23719
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.8119 valid_0's quantile: 5.96229
[2] valid_0's poisson: -93.6562 valid_0's quantile: 4.7123
[3] valid_0's poisson: -97.4768 valid_0's quantile: 4.34041
[4] valid_0's poisson: -98.3648 valid_0's quantile: 4.11299
[5] valid_0's poisson: -98.6531 valid_0's quantile: 4.01527
[6] valid_0's poisson: -99.1397 valid_0's quantile: 3.88084
[7] valid_0's poisson: -99.0995 valid_0's quantile: 3.84714
[8] valid_0's poisson: -99.0014 valid_0's quantile: 3.84448
[9] valid_0's poisson: -99.1158 valid_0's quantile: 3.8311
[10] valid_0's poisson: -99.3787 valid_0's quantile: 3.79021
[11] valid_0's poisson: -99.5701 valid_0's quantile: 3.72124
[12] valid_0's poisson: -99.8265 valid_0's quantile: 3.68439
[13] valid_0's poisson: -100.062 valid_0's quantile: 3.64227
[14] valid_0's poisson: -100.137 valid_0's quantile: 3.61321
[15] valid_0's poisson: -100.171 valid_0's quantile: 3.6051
[16] valid_0's poisson: -100.384 valid_0's quantile: 3.58844
[17] valid_0's poisson: -100.405 valid_0's quantile: 3.58643
[18] valid_0's poisson: -100.438 valid_0's quantile: 3.59514
[19] valid_0's poisson: -100.512 valid_0's quantile: 3.57048
[20] valid_0's poisson: -100.571 valid_0's quantile: 3.57206
[21] valid_0's poisson: -100.781 valid_0's quantile: 3.55147
[22] valid_0's poisson: -100.874 valid_0's quantile: 3.53883
[23] valid_0's poisson: -101.109 valid_0's quantile: 3.52988
[24] valid_0's poisson: -100.784 valid_0's quantile: 3.54525
[25] valid_0's poisson: -100.867 valid_0's quantile: 3.54605
[26] valid_0's poisson: -100.7 valid_0's quantile: 3.54181
[27] valid_0's poisson: -100.802 valid_0's quantile: 3.53829
[28] valid_0's poisson: -101.796 valid_0's quantile: 3.43343
[29] valid_0's poisson: -101.999 valid_0's quantile: 3.411
[30] valid_0's poisson: -101.998 valid_0's quantile: 3.41082
[31] valid_0's poisson: -101.941 valid_0's quantile: 3.40095
[32] valid_0's poisson: -101.87 valid_0's quantile: 3.36841
[33] valid_0's poisson: -101.811 valid_0's quantile: 3.35708
[34] valid_0's poisson: -101.842 valid_0's quantile: 3.32369
[35] valid_0's poisson: -101.903 valid_0's quantile: 3.3296
[36] valid_0's poisson: -101.816 valid_0's quantile: 3.32222
[37] valid_0's poisson: -101.879 valid_0's quantile: 3.29843
[38] valid_0's poisson: -101.914 valid_0's quantile: 3.29489
[39] valid_0's poisson: -101.773 valid_0's quantile: 3.26249
[40] valid_0's poisson: -102.209 valid_0's quantile: 3.25281
[41] valid_0's poisson: -102.199 valid_0's quantile: 3.25154
[42] valid_0's poisson: -102.251 valid_0's quantile: 3.23094
[43] valid_0's poisson: -102.155 valid_0's quantile: 3.21798
[44] valid_0's poisson: -102.438 valid_0's quantile: 3.21712
[45] valid_0's poisson: -102.376 valid_0's quantile: 3.20619
[46] valid_0's poisson: -102.202 valid_0's quantile: 3.2091
[47] valid_0's poisson: -102.406 valid_0's quantile: 3.20947
[48] valid_0's poisson: -102.475 valid_0's quantile: 3.21156
[49] valid_0's poisson: -102.273 valid_0's quantile: 3.19673
[50] valid_0's poisson: -102.292 valid_0's quantile: 3.20208
[51] valid_0's poisson: -102.282 valid_0's quantile: 3.20129
[52] valid_0's poisson: -102.369 valid_0's quantile: 3.19187
[53] valid_0's poisson: -102.315 valid_0's quantile: 3.19387
[54] valid_0's poisson: -102.343 valid_0's quantile: 3.19093
[55] valid_0's poisson: -102.357 valid_0's quantile: 3.18355
[56] valid_0's poisson: -102.371 valid_0's quantile: 3.18506
[57] valid_0's poisson: -102.359 valid_0's quantile: 3.17518
[58] valid_0's poisson: -102.37 valid_0's quantile: 3.18856
[59] valid_0's poisson: -102.294 valid_0's quantile: 3.19596
[60] valid_0's poisson: -102.344 valid_0's quantile: 3.18701
[61] valid_0's poisson: -102.367 valid_0's quantile: 3.18042
[62] valid_0's poisson: -102.308 valid_0's quantile: 3.18832
[63] valid_0's poisson: -102.277 valid_0's quantile: 3.1861
[64] valid_0's poisson: -102.477 valid_0's quantile: 3.18384
[65] valid_0's poisson: -102.258 valid_0's quantile: 3.18264
[66] valid_0's poisson: -102.367 valid_0's quantile: 3.17992
[67] valid_0's poisson: -102.443 valid_0's quantile: 3.18355
[68] valid_0's poisson: -102.447 valid_0's quantile: 3.17956
[69] valid_0's poisson: -102.69 valid_0's quantile: 3.17541
[70] valid_0's poisson: -102.542 valid_0's quantile: 3.18164
[71] valid_0's poisson: -102.702 valid_0's quantile: 3.17985
[72] valid_0's poisson: -102.55 valid_0's quantile: 3.17267
[73] valid_0's poisson: -102.609 valid_0's quantile: 3.16825
[74] valid_0's poisson: -102.417 valid_0's quantile: 3.17168
[75] valid_0's poisson: -102.474 valid_0's quantile: 3.16965
[76] valid_0's poisson: -102.695 valid_0's quantile: 3.15701
[77] valid_0's poisson: -102.69 valid_0's quantile: 3.15905
[78] valid_0's poisson: -102.86 valid_0's quantile: 3.1563
[79] valid_0's poisson: -102.947 valid_0's quantile: 3.14778
[80] valid_0's poisson: -102.864 valid_0's quantile: 3.14307
[81] valid_0's poisson: -102.594 valid_0's quantile: 3.14299
[82] valid_0's poisson: -102.835 valid_0's quantile: 3.14163
[83] valid_0's poisson: -102.894 valid_0's quantile: 3.14408
[84] valid_0's poisson: -102.942 valid_0's quantile: 3.14271
[85] valid_0's poisson: -103.094 valid_0's quantile: 3.11576
[86] valid_0's poisson: -103.131 valid_0's quantile: 3.12247
[87] valid_0's poisson: -103.13 valid_0's quantile: 3.1274
[88] valid_0's poisson: -103.165 valid_0's quantile: 3.1218
[89] valid_0's poisson: -103.136 valid_0's quantile: 3.11785
[90] valid_0's poisson: -103.129 valid_0's quantile: 3.1143
[91] valid_0's poisson: -103.147 valid_0's quantile: 3.10248
[92] valid_0's poisson: -103.039 valid_0's quantile: 3.10889
[93] valid_0's poisson: -103.15 valid_0's quantile: 3.11473
[94] valid_0's poisson: -103.167 valid_0's quantile: 3.11384
[95] valid_0's poisson: -103.123 valid_0's quantile: 3.1125
[96] valid_0's poisson: -103.166 valid_0's quantile: 3.11408
[97] valid_0's poisson: -103.145 valid_0's quantile: 3.11405
[98] valid_0's poisson: -103.119 valid_0's quantile: 3.1137
[99] valid_0's poisson: -103.084 valid_0's quantile: 3.10881
[100] valid_0's poisson: -103.068 valid_0's quantile: 3.11184
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.6017 valid_0's quantile: 10.98
[2] valid_0's poisson: -66.7478 valid_0's quantile: 10.3417
[3] valid_0's poisson: -68.7857 valid_0's quantile: 9.77279
[4] valid_0's poisson: -70.6184 valid_0's quantile: 9.28149
[5] valid_0's poisson: -72.344 valid_0's quantile: 8.82917
[6] valid_0's poisson: -74.0692 valid_0's quantile: 8.40826
[7] valid_0's poisson: -75.7051 valid_0's quantile: 8.00936
[8] valid_0's poisson: -77.2544 valid_0's quantile: 7.63682
[9] valid_0's poisson: -78.7476 valid_0's quantile: 7.29302
[10] valid_0's poisson: -80.1095 valid_0's quantile: 6.98279
[11] valid_0's poisson: -81.3517 valid_0's quantile: 6.70525
[12] valid_0's poisson: -82.5448 valid_0's quantile: 6.45687
[13] valid_0's poisson: -83.6425 valid_0's quantile: 6.24284
[14] valid_0's poisson: -84.6342 valid_0's quantile: 6.04215
[15] valid_0's poisson: -85.5704 valid_0's quantile: 5.85794
[16] valid_0's poisson: -86.47 valid_0's quantile: 5.68442
[17] valid_0's poisson: -87.3062 valid_0's quantile: 5.52019
[18] valid_0's poisson: -88.1351 valid_0's quantile: 5.37519
[19] valid_0's poisson: -88.9702 valid_0's quantile: 5.22678
[20] valid_0's poisson: -89.6957 valid_0's quantile: 5.09893
[21] valid_0's poisson: -90.3668 valid_0's quantile: 4.98787
[22] valid_0's poisson: -91.0852 valid_0's quantile: 4.87749
[23] valid_0's poisson: -91.7584 valid_0's quantile: 4.77416
[24] valid_0's poisson: -92.3851 valid_0's quantile: 4.67416
[25] valid_0's poisson: -92.9562 valid_0's quantile: 4.57294
[26] valid_0's poisson: -93.52 valid_0's quantile: 4.47744
[27] valid_0's poisson: -94.0365 valid_0's quantile: 4.40167
[28] valid_0's poisson: -94.5277 valid_0's quantile: 4.33036
[29] valid_0's poisson: -95.0106 valid_0's quantile: 4.25871
[30] valid_0's poisson: -95.4869 valid_0's quantile: 4.18652
[31] valid_0's poisson: -95.9268 valid_0's quantile: 4.12548
[32] valid_0's poisson: -96.3419 valid_0's quantile: 4.06579
[33] valid_0's poisson: -96.7236 valid_0's quantile: 4.01548
[34] valid_0's poisson: -97.1084 valid_0's quantile: 3.96064
[35] valid_0's poisson: -97.4764 valid_0's quantile: 3.91096
[36] valid_0's poisson: -97.8197 valid_0's quantile: 3.85569
[37] valid_0's poisson: -98.1628 valid_0's quantile: 3.80687
[38] valid_0's poisson: -98.4789 valid_0's quantile: 3.76538
[39] valid_0's poisson: -98.7707 valid_0's quantile: 3.7285
[40] valid_0's poisson: -99.0852 valid_0's quantile: 3.68303
[41] valid_0's poisson: -99.3745 valid_0's quantile: 3.63986
[42] valid_0's poisson: -99.6503 valid_0's quantile: 3.60201
[43] valid_0's poisson: -99.9285 valid_0's quantile: 3.56529
[44] valid_0's poisson: -100.158 valid_0's quantile: 3.53188
[45] valid_0's poisson: -100.398 valid_0's quantile: 3.50052
[46] valid_0's poisson: -100.609 valid_0's quantile: 3.47295
[47] valid_0's poisson: -100.798 valid_0's quantile: 3.44786
[48] valid_0's poisson: -100.983 valid_0's quantile: 3.41887
[49] valid_0's poisson: -101.159 valid_0's quantile: 3.3909
[50] valid_0's poisson: -101.331 valid_0's quantile: 3.3671
[51] valid_0's poisson: -101.511 valid_0's quantile: 3.34291
[52] valid_0's poisson: -101.68 valid_0's quantile: 3.32034
[53] valid_0's poisson: -101.835 valid_0's quantile: 3.29906
[54] valid_0's poisson: -101.981 valid_0's quantile: 3.27949
[55] valid_0's poisson: -102.108 valid_0's quantile: 3.26118
[56] valid_0's poisson: -102.24 valid_0's quantile: 3.24397
[57] valid_0's poisson: -102.368 valid_0's quantile: 3.2268
[58] valid_0's poisson: -102.481 valid_0's quantile: 3.2115
[59] valid_0's poisson: -102.58 valid_0's quantile: 3.19817
[60] valid_0's poisson: -102.66 valid_0's quantile: 3.18486
[61] valid_0's poisson: -102.748 valid_0's quantile: 3.17155
[62] valid_0's poisson: -102.843 valid_0's quantile: 3.16083
[63] valid_0's poisson: -102.92 valid_0's quantile: 3.14959
[64] valid_0's poisson: -103.01 valid_0's quantile: 3.13849
[65] valid_0's poisson: -103.086 valid_0's quantile: 3.12862
[66] valid_0's poisson: -103.16 valid_0's quantile: 3.11564
[67] valid_0's poisson: -103.235 valid_0's quantile: 3.1064
[68] valid_0's poisson: -103.317 valid_0's quantile: 3.09569
[69] valid_0's poisson: -103.38 valid_0's quantile: 3.08822
[70] valid_0's poisson: -103.451 valid_0's quantile: 3.08011
[71] valid_0's poisson: -103.523 valid_0's quantile: 3.07138
[72] valid_0's poisson: -103.589 valid_0's quantile: 3.06394
[73] valid_0's poisson: -103.658 valid_0's quantile: 3.05515
[74] valid_0's poisson: -103.724 valid_0's quantile: 3.04676
[75] valid_0's poisson: -103.773 valid_0's quantile: 3.03986
[76] valid_0's poisson: -103.821 valid_0's quantile: 3.03347
[77] valid_0's poisson: -103.866 valid_0's quantile: 3.02749
[78] valid_0's poisson: -103.907 valid_0's quantile: 3.02162
[79] valid_0's poisson: -103.953 valid_0's quantile: 3.01577
[80] valid_0's poisson: -103.98 valid_0's quantile: 3.01161
[81] valid_0's poisson: -104.016 valid_0's quantile: 3.00699
[82] valid_0's poisson: -104.062 valid_0's quantile: 3.0012
[83] valid_0's poisson: -104.09 valid_0's quantile: 2.99512
[84] valid_0's poisson: -104.12 valid_0's quantile: 2.98954
[85] valid_0's poisson: -104.154 valid_0's quantile: 2.98513
[86] valid_0's poisson: -104.182 valid_0's quantile: 2.98163
[87] valid_0's poisson: -104.217 valid_0's quantile: 2.97741
[88] valid_0's poisson: -104.251 valid_0's quantile: 2.97326
[89] valid_0's poisson: -104.279 valid_0's quantile: 2.96935
[90] valid_0's poisson: -104.308 valid_0's quantile: 2.96101
[91] valid_0's poisson: -104.334 valid_0's quantile: 2.95337
[92] valid_0's poisson: -104.36 valid_0's quantile: 2.94831
[93] valid_0's poisson: -104.385 valid_0's quantile: 2.94356
[94] valid_0's poisson: -104.402 valid_0's quantile: 2.93772
[95] valid_0's poisson: -104.423 valid_0's quantile: 2.93498
[96] valid_0's poisson: -104.42 valid_0's quantile: 2.92965
[97] valid_0's poisson: -104.436 valid_0's quantile: 2.92275
[98] valid_0's poisson: -104.454 valid_0's quantile: 2.92064
[99] valid_0's poisson: -104.471 valid_0's quantile: 2.91822
[100] valid_0's poisson: -104.489 valid_0's quantile: 2.91669
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.6575 valid_0's quantile: 10.9678
[2] valid_0's poisson: -66.9003 valid_0's quantile: 10.3193
[3] valid_0's poisson: -68.8954 valid_0's quantile: 9.76182
[4] valid_0's poisson: -70.7505 valid_0's quantile: 9.25375
[5] valid_0's poisson: -72.5774 valid_0's quantile: 8.79686
[6] valid_0's poisson: -74.2677 valid_0's quantile: 8.36347
[7] valid_0's poisson: -75.912 valid_0's quantile: 7.9692
[8] valid_0's poisson: -77.4846 valid_0's quantile: 7.6009
[9] valid_0's poisson: -78.872 valid_0's quantile: 7.27991
[10] valid_0's poisson: -80.2303 valid_0's quantile: 6.95953
[11] valid_0's poisson: -81.5152 valid_0's quantile: 6.66969
[12] valid_0's poisson: -82.6847 valid_0's quantile: 6.42464
[13] valid_0's poisson: -83.7987 valid_0's quantile: 6.19717
[14] valid_0's poisson: -84.8647 valid_0's quantile: 5.98839
[15] valid_0's poisson: -85.8804 valid_0's quantile: 5.79311
[16] valid_0's poisson: -86.8308 valid_0's quantile: 5.61542
[17] valid_0's poisson: -87.7099 valid_0's quantile: 5.44719
[18] valid_0's poisson: -88.59 valid_0's quantile: 5.28758
[19] valid_0's poisson: -89.3628 valid_0's quantile: 5.14565
[20] valid_0's poisson: -90.1556 valid_0's quantile: 5.00463
[21] valid_0's poisson: -90.8933 valid_0's quantile: 4.88533
[22] valid_0's poisson: -91.6068 valid_0's quantile: 4.76611
[23] valid_0's poisson: -92.2536 valid_0's quantile: 4.66058
[24] valid_0's poisson: -92.8644 valid_0's quantile: 4.56754
[25] valid_0's poisson: -93.4294 valid_0's quantile: 4.47438
[26] valid_0's poisson: -93.931 valid_0's quantile: 4.39038
[27] valid_0's poisson: -94.4702 valid_0's quantile: 4.31296
[28] valid_0's poisson: -94.9364 valid_0's quantile: 4.24584
[29] valid_0's poisson: -95.4142 valid_0's quantile: 4.16876
[30] valid_0's poisson: -95.8731 valid_0's quantile: 4.10623
[31] valid_0's poisson: -96.2816 valid_0's quantile: 4.04581
[32] valid_0's poisson: -96.6977 valid_0's quantile: 3.99207
[33] valid_0's poisson: -97.0805 valid_0's quantile: 3.93603
[34] valid_0's poisson: -97.4279 valid_0's quantile: 3.88498
[35] valid_0's poisson: -97.7404 valid_0's quantile: 3.84735
[36] valid_0's poisson: -98.0794 valid_0's quantile: 3.80235
[37] valid_0's poisson: -98.3862 valid_0's quantile: 3.75892
[38] valid_0's poisson: -98.706 valid_0's quantile: 3.71072
[39] valid_0's poisson: -99.0179 valid_0's quantile: 3.67256
[40] valid_0's poisson: -99.2891 valid_0's quantile: 3.63687
[41] valid_0's poisson: -99.5455 valid_0's quantile: 3.59915
[42] valid_0's poisson: -99.8163 valid_0's quantile: 3.55852
[43] valid_0's poisson: -100.055 valid_0's quantile: 3.52749
[44] valid_0's poisson: -100.314 valid_0's quantile: 3.49255
[45] valid_0's poisson: -100.514 valid_0's quantile: 3.46406
[46] valid_0's poisson: -100.742 valid_0's quantile: 3.43374
[47] valid_0's poisson: -100.944 valid_0's quantile: 3.40312
[48] valid_0's poisson: -101.143 valid_0's quantile: 3.37698
[49] valid_0's poisson: -101.314 valid_0's quantile: 3.35065
[50] valid_0's poisson: -101.491 valid_0's quantile: 3.32614
[51] valid_0's poisson: -101.645 valid_0's quantile: 3.30632
[52] valid_0's poisson: -101.798 valid_0's quantile: 3.28625
[53] valid_0's poisson: -101.965 valid_0's quantile: 3.26378
[54] valid_0's poisson: -102.103 valid_0's quantile: 3.24405
[55] valid_0's poisson: -102.244 valid_0's quantile: 3.22556
[56] valid_0's poisson: -102.373 valid_0's quantile: 3.20958
[57] valid_0's poisson: -102.487 valid_0's quantile: 3.1947
[58] valid_0's poisson: -102.606 valid_0's quantile: 3.17941
[59] valid_0's poisson: -102.728 valid_0's quantile: 3.1651
[60] valid_0's poisson: -102.81 valid_0's quantile: 3.1483
[61] valid_0's poisson: -102.902 valid_0's quantile: 3.13236
[62] valid_0's poisson: -102.998 valid_0's quantile: 3.12076
[63] valid_0's poisson: -103.095 valid_0's quantile: 3.10894
[64] valid_0's poisson: -103.176 valid_0's quantile: 3.09924
[65] valid_0's poisson: -103.25 valid_0's quantile: 3.08927
[66] valid_0's poisson: -103.331 valid_0's quantile: 3.08042
[67] valid_0's poisson: -103.4 valid_0's quantile: 3.06942
[68] valid_0's poisson: -103.465 valid_0's quantile: 3.05599
[69] valid_0's poisson: -103.531 valid_0's quantile: 3.04547
[70] valid_0's poisson: -103.605 valid_0's quantile: 3.03693
[71] valid_0's poisson: -103.66 valid_0's quantile: 3.02621
[72] valid_0's poisson: -103.724 valid_0's quantile: 3.01768
[73] valid_0's poisson: -103.779 valid_0's quantile: 3.01149
[74] valid_0's poisson: -103.835 valid_0's quantile: 3.00472
[75] valid_0's poisson: -103.891 valid_0's quantile: 2.99835
[76] valid_0's poisson: -103.947 valid_0's quantile: 2.99137
[77] valid_0's poisson: -104.003 valid_0's quantile: 2.98441
[78] valid_0's poisson: -104.052 valid_0's quantile: 2.97905
[79] valid_0's poisson: -104.098 valid_0's quantile: 2.97267
[80] valid_0's poisson: -104.14 valid_0's quantile: 2.9681
[81] valid_0's poisson: -104.182 valid_0's quantile: 2.96358
[82] valid_0's poisson: -104.217 valid_0's quantile: 2.9572
[83] valid_0's poisson: -104.245 valid_0's quantile: 2.95264
[84] valid_0's poisson: -104.269 valid_0's quantile: 2.9456
[85] valid_0's poisson: -104.302 valid_0's quantile: 2.94076
[86] valid_0's poisson: -104.33 valid_0's quantile: 2.9359
[87] valid_0's poisson: -104.353 valid_0's quantile: 2.9331
[88] valid_0's poisson: -104.382 valid_0's quantile: 2.92962
[89] valid_0's poisson: -104.398 valid_0's quantile: 2.92635
[90] valid_0's poisson: -104.425 valid_0's quantile: 2.92235
[91] valid_0's poisson: -104.431 valid_0's quantile: 2.91987
[92] valid_0's poisson: -104.456 valid_0's quantile: 2.91708
[93] valid_0's poisson: -104.475 valid_0's quantile: 2.91443
[94] valid_0's poisson: -104.498 valid_0's quantile: 2.90961
[95] valid_0's poisson: -104.538 valid_0's quantile: 2.90494
[96] valid_0's poisson: -104.558 valid_0's quantile: 2.90178
[97] valid_0's poisson: -104.569 valid_0's quantile: 2.89167
[98] valid_0's poisson: -104.586 valid_0's quantile: 2.89031
[99] valid_0's poisson: -104.583 valid_0's quantile: 2.88849
[100] valid_0's poisson: -104.614 valid_0's quantile: 2.88608
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -65.2233 valid_0's quantile: 10.953
[2] valid_0's poisson: -67.4612 valid_0's quantile: 10.2766
[3] valid_0's poisson: -69.5097 valid_0's quantile: 9.70182
[4] valid_0's poisson: -71.3083 valid_0's quantile: 9.1934
[5] valid_0's poisson: -72.9985 valid_0's quantile: 8.73117
[6] valid_0's poisson: -74.7072 valid_0's quantile: 8.29589
[7] valid_0's poisson: -76.2601 valid_0's quantile: 7.92204
[8] valid_0's poisson: -77.7324 valid_0's quantile: 7.56469
[9] valid_0's poisson: -79.2021 valid_0's quantile: 7.22231
[10] valid_0's poisson: -80.5109 valid_0's quantile: 6.92014
[11] valid_0's poisson: -81.7944 valid_0's quantile: 6.6366
[12] valid_0's poisson: -82.9867 valid_0's quantile: 6.38857
[13] valid_0's poisson: -84.0892 valid_0's quantile: 6.16853
[14] valid_0's poisson: -85.0903 valid_0's quantile: 5.96806
[15] valid_0's poisson: -86.0451 valid_0's quantile: 5.79033
[16] valid_0's poisson: -86.9178 valid_0's quantile: 5.628
[17] valid_0's poisson: -87.7405 valid_0's quantile: 5.47735
[18] valid_0's poisson: -88.538 valid_0's quantile: 5.32162
[19] valid_0's poisson: -89.2915 valid_0's quantile: 5.18479
[20] valid_0's poisson: -90.0612 valid_0's quantile: 5.04354
[21] valid_0's poisson: -90.8091 valid_0's quantile: 4.91913
[22] valid_0's poisson: -91.4863 valid_0's quantile: 4.80973
[23] valid_0's poisson: -92.1311 valid_0's quantile: 4.70763
[24] valid_0's poisson: -92.7204 valid_0's quantile: 4.6155
[25] valid_0's poisson: -93.2942 valid_0's quantile: 4.52785
[26] valid_0's poisson: -93.7788 valid_0's quantile: 4.44042
[27] valid_0's poisson: -94.2916 valid_0's quantile: 4.35813
[28] valid_0's poisson: -94.7777 valid_0's quantile: 4.28912
[29] valid_0's poisson: -95.2216 valid_0's quantile: 4.23098
[30] valid_0's poisson: -95.6562 valid_0's quantile: 4.15822
[31] valid_0's poisson: -96.0628 valid_0's quantile: 4.09174
[32] valid_0's poisson: -96.4503 valid_0's quantile: 4.03671
[33] valid_0's poisson: -96.8103 valid_0's quantile: 3.9852
[34] valid_0's poisson: -97.2104 valid_0's quantile: 3.92927
[35] valid_0's poisson: -97.5768 valid_0's quantile: 3.87196
[36] valid_0's poisson: -97.9323 valid_0's quantile: 3.82408
[37] valid_0's poisson: -98.2577 valid_0's quantile: 3.78062
[38] valid_0's poisson: -98.5885 valid_0's quantile: 3.73166
[39] valid_0's poisson: -98.8968 valid_0's quantile: 3.68815
[40] valid_0's poisson: -99.1898 valid_0's quantile: 3.64844
[41] valid_0's poisson: -99.4483 valid_0's quantile: 3.61123
[42] valid_0's poisson: -99.7378 valid_0's quantile: 3.57261
[43] valid_0's poisson: -99.9827 valid_0's quantile: 3.53666
[44] valid_0's poisson: -100.23 valid_0's quantile: 3.50354
[45] valid_0's poisson: -100.449 valid_0's quantile: 3.47115
[46] valid_0's poisson: -100.671 valid_0's quantile: 3.44154
[47] valid_0's poisson: -100.871 valid_0's quantile: 3.40831
[48] valid_0's poisson: -101.074 valid_0's quantile: 3.38119
[49] valid_0's poisson: -101.254 valid_0's quantile: 3.35496
[50] valid_0's poisson: -101.422 valid_0's quantile: 3.3287
[51] valid_0's poisson: -101.59 valid_0's quantile: 3.30752
[52] valid_0's poisson: -101.757 valid_0's quantile: 3.28581
[53] valid_0's poisson: -101.901 valid_0's quantile: 3.26661
[54] valid_0's poisson: -102.051 valid_0's quantile: 3.24607
[55] valid_0's poisson: -102.194 valid_0's quantile: 3.22692
[56] valid_0's poisson: -102.313 valid_0's quantile: 3.20859
[57] valid_0's poisson: -102.42 valid_0's quantile: 3.18896
[58] valid_0's poisson: -102.53 valid_0's quantile: 3.17039
[59] valid_0's poisson: -102.626 valid_0's quantile: 3.15379
[60] valid_0's poisson: -102.722 valid_0's quantile: 3.13838
[61] valid_0's poisson: -102.816 valid_0's quantile: 3.12157
[62] valid_0's poisson: -102.923 valid_0's quantile: 3.10856
[63] valid_0's poisson: -103.03 valid_0's quantile: 3.09496
[64] valid_0's poisson: -103.136 valid_0's quantile: 3.08279
[65] valid_0's poisson: -103.217 valid_0's quantile: 3.07269
[66] valid_0's poisson: -103.292 valid_0's quantile: 3.0618
[67] valid_0's poisson: -103.377 valid_0's quantile: 3.05115
[68] valid_0's poisson: -103.444 valid_0's quantile: 3.03877
[69] valid_0's poisson: -103.515 valid_0's quantile: 3.02594
[70] valid_0's poisson: -103.583 valid_0's quantile: 3.01672
[71] valid_0's poisson: -103.653 valid_0's quantile: 3.0089
[72] valid_0's poisson: -103.721 valid_0's quantile: 3.00114
[73] valid_0's poisson: -103.789 valid_0's quantile: 2.99301
[74] valid_0's poisson: -103.841 valid_0's quantile: 2.98101
[75] valid_0's poisson: -103.885 valid_0's quantile: 2.97543
[76] valid_0's poisson: -103.934 valid_0's quantile: 2.96664
[77] valid_0's poisson: -103.985 valid_0's quantile: 2.95936
[78] valid_0's poisson: -104.026 valid_0's quantile: 2.9539
[79] valid_0's poisson: -104.066 valid_0's quantile: 2.94933
[80] valid_0's poisson: -104.112 valid_0's quantile: 2.94432
[81] valid_0's poisson: -104.142 valid_0's quantile: 2.94151
[82] valid_0's poisson: -104.175 valid_0's quantile: 2.93852
[83] valid_0's poisson: -104.215 valid_0's quantile: 2.93323
[84] valid_0's poisson: -104.249 valid_0's quantile: 2.92938
[85] valid_0's poisson: -104.281 valid_0's quantile: 2.92492
[86] valid_0's poisson: -104.307 valid_0's quantile: 2.92038
[87] valid_0's poisson: -104.336 valid_0's quantile: 2.91627
[88] valid_0's poisson: -104.363 valid_0's quantile: 2.91336
[89] valid_0's poisson: -104.391 valid_0's quantile: 2.90878
[90] valid_0's poisson: -104.415 valid_0's quantile: 2.90679
[91] valid_0's poisson: -104.442 valid_0's quantile: 2.90431
[92] valid_0's poisson: -104.469 valid_0's quantile: 2.90075
[93] valid_0's poisson: -104.492 valid_0's quantile: 2.89806
[94] valid_0's poisson: -104.517 valid_0's quantile: 2.89463
[95] valid_0's poisson: -104.533 valid_0's quantile: 2.89075
[96] valid_0's poisson: -104.559 valid_0's quantile: 2.88739
[97] valid_0's poisson: -104.579 valid_0's quantile: 2.88281
[98] valid_0's poisson: -104.599 valid_0's quantile: 2.87994
[99] valid_0's poisson: -104.619 valid_0's quantile: 2.87547
[100] valid_0's poisson: -104.638 valid_0's quantile: 2.87263
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -65.7795 valid_0's quantile: 10.9713
[2] valid_0's poisson: -67.9775 valid_0's quantile: 10.3032
[3] valid_0's poisson: -70.0029 valid_0's quantile: 9.72632
[4] valid_0's poisson: -71.8757 valid_0's quantile: 9.20881
[5] valid_0's poisson: -73.5612 valid_0's quantile: 8.74172
[6] valid_0's poisson: -75.216 valid_0's quantile: 8.3245
[7] valid_0's poisson: -76.8025 valid_0's quantile: 7.93815
[8] valid_0's poisson: -78.2869 valid_0's quantile: 7.57775
[9] valid_0's poisson: -79.6437 valid_0's quantile: 7.24669
[10] valid_0's poisson: -80.9087 valid_0's quantile: 6.95044
[11] valid_0's poisson: -82.1681 valid_0's quantile: 6.66131
[12] valid_0's poisson: -83.3381 valid_0's quantile: 6.41803
[13] valid_0's poisson: -84.4113 valid_0's quantile: 6.19534
[14] valid_0's poisson: -85.4084 valid_0's quantile: 5.98667
[15] valid_0's poisson: -86.3509 valid_0's quantile: 5.79023
[16] valid_0's poisson: -87.2233 valid_0's quantile: 5.61704
[17] valid_0's poisson: -88.0669 valid_0's quantile: 5.47076
[18] valid_0's poisson: -88.8397 valid_0's quantile: 5.32521
[19] valid_0's poisson: -89.6263 valid_0's quantile: 5.18678
[20] valid_0's poisson: -90.3622 valid_0's quantile: 5.05662
[21] valid_0's poisson: -91.0585 valid_0's quantile: 4.94014
[22] valid_0's poisson: -91.638 valid_0's quantile: 4.83933
[23] valid_0's poisson: -92.2544 valid_0's quantile: 4.72759
[24] valid_0's poisson: -92.8603 valid_0's quantile: 4.63034
[25] valid_0's poisson: -93.4214 valid_0's quantile: 4.53996
[26] valid_0's poisson: -93.9523 valid_0's quantile: 4.45947
[27] valid_0's poisson: -94.4678 valid_0's quantile: 4.38584
[28] valid_0's poisson: -94.9426 valid_0's quantile: 4.30513
[29] valid_0's poisson: -95.392 valid_0's quantile: 4.23686
[30] valid_0's poisson: -95.8267 valid_0's quantile: 4.16786
[31] valid_0's poisson: -96.2368 valid_0's quantile: 4.10189
[32] valid_0's poisson: -96.6415 valid_0's quantile: 4.04562
[33] valid_0's poisson: -97.0649 valid_0's quantile: 3.98111
[34] valid_0's poisson: -97.47 valid_0's quantile: 3.92905
[35] valid_0's poisson: -97.8287 valid_0's quantile: 3.88062
[36] valid_0's poisson: -98.1885 valid_0's quantile: 3.82918
[37] valid_0's poisson: -98.4953 valid_0's quantile: 3.78434
[38] valid_0's poisson: -98.7955 valid_0's quantile: 3.74014
[39] valid_0's poisson: -99.1007 valid_0's quantile: 3.69996
[40] valid_0's poisson: -99.3877 valid_0's quantile: 3.66065
[41] valid_0's poisson: -99.6674 valid_0's quantile: 3.62495
[42] valid_0's poisson: -99.9145 valid_0's quantile: 3.59278
[43] valid_0's poisson: -100.161 valid_0's quantile: 3.55591
[44] valid_0's poisson: -100.374 valid_0's quantile: 3.5282
[45] valid_0's poisson: -100.609 valid_0's quantile: 3.49687
[46] valid_0's poisson: -100.816 valid_0's quantile: 3.46258
[47] valid_0's poisson: -101.014 valid_0's quantile: 3.43413
[48] valid_0's poisson: -101.205 valid_0's quantile: 3.40837
[49] valid_0's poisson: -101.373 valid_0's quantile: 3.38539
[50] valid_0's poisson: -101.545 valid_0's quantile: 3.36253
[51] valid_0's poisson: -101.701 valid_0's quantile: 3.33782
[52] valid_0's poisson: -101.854 valid_0's quantile: 3.31844
[53] valid_0's poisson: -102.007 valid_0's quantile: 3.29883
[54] valid_0's poisson: -102.146 valid_0's quantile: 3.27961
[55] valid_0's poisson: -102.289 valid_0's quantile: 3.26018
[56] valid_0's poisson: -102.401 valid_0's quantile: 3.24484
[57] valid_0's poisson: -102.506 valid_0's quantile: 3.22967
[58] valid_0's poisson: -102.615 valid_0's quantile: 3.2158
[59] valid_0's poisson: -102.734 valid_0's quantile: 3.20073
[60] valid_0's poisson: -102.85 valid_0's quantile: 3.18678
[61] valid_0's poisson: -102.956 valid_0's quantile: 3.17388
[62] valid_0's poisson: -103.057 valid_0's quantile: 3.16142
[63] valid_0's poisson: -103.124 valid_0's quantile: 3.15151
[64] valid_0's poisson: -103.206 valid_0's quantile: 3.14129
[65] valid_0's poisson: -103.287 valid_0's quantile: 3.13115
[66] valid_0's poisson: -103.36 valid_0's quantile: 3.12203
[67] valid_0's poisson: -103.429 valid_0's quantile: 3.11373
[68] valid_0's poisson: -103.496 valid_0's quantile: 3.10466
[69] valid_0's poisson: -103.551 valid_0's quantile: 3.09692
[70] valid_0's poisson: -103.612 valid_0's quantile: 3.09023
[71] valid_0's poisson: -103.671 valid_0's quantile: 3.0838
[72] valid_0's poisson: -103.721 valid_0's quantile: 3.07269
[73] valid_0's poisson: -103.769 valid_0's quantile: 3.06462
[74] valid_0's poisson: -103.819 valid_0's quantile: 3.05718
[75] valid_0's poisson: -103.871 valid_0's quantile: 3.05149
[76] valid_0's poisson: -103.924 valid_0's quantile: 3.04404
[77] valid_0's poisson: -103.973 valid_0's quantile: 3.03715
[78] valid_0's poisson: -104.007 valid_0's quantile: 3.02955
[79] valid_0's poisson: -104.049 valid_0's quantile: 3.02449
[80] valid_0's poisson: -104.092 valid_0's quantile: 3.01947
[81] valid_0's poisson: -104.131 valid_0's quantile: 3.01512
[82] valid_0's poisson: -104.171 valid_0's quantile: 3.00865
[83] valid_0's poisson: -104.206 valid_0's quantile: 3.00266
[84] valid_0's poisson: -104.235 valid_0's quantile: 2.9968
[85] valid_0's poisson: -104.268 valid_0's quantile: 2.99197
[86] valid_0's poisson: -104.3 valid_0's quantile: 2.98792
[87] valid_0's poisson: -104.328 valid_0's quantile: 2.98279
[88] valid_0's poisson: -104.348 valid_0's quantile: 2.97937
[89] valid_0's poisson: -104.374 valid_0's quantile: 2.9764
[90] valid_0's poisson: -104.399 valid_0's quantile: 2.97143
[91] valid_0's poisson: -104.422 valid_0's quantile: 2.9687
[92] valid_0's poisson: -104.442 valid_0's quantile: 2.96711
[93] valid_0's poisson: -104.458 valid_0's quantile: 2.9657
[94] valid_0's poisson: -104.473 valid_0's quantile: 2.96347
[95] valid_0's poisson: -104.485 valid_0's quantile: 2.95821
[96] valid_0's poisson: -104.495 valid_0's quantile: 2.95403
[97] valid_0's poisson: -104.51 valid_0's quantile: 2.95225
[98] valid_0's poisson: -104.524 valid_0's quantile: 2.94869
[99] valid_0's poisson: -104.541 valid_0's quantile: 2.94358
[100] valid_0's poisson: -104.551 valid_0's quantile: 2.93862
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.4387 valid_0's quantile: 11.0102
[2] valid_0's poisson: -66.6509 valid_0's quantile: 10.3625
[3] valid_0's poisson: -68.6982 valid_0's quantile: 9.79815
[4] valid_0's poisson: -70.6051 valid_0's quantile: 9.29478
[5] valid_0's poisson: -72.4212 valid_0's quantile: 8.81812
[6] valid_0's poisson: -74.0007 valid_0's quantile: 8.41327
[7] valid_0's poisson: -75.6989 valid_0's quantile: 8.00956
[8] valid_0's poisson: -77.2439 valid_0's quantile: 7.64616
[9] valid_0's poisson: -78.6911 valid_0's quantile: 7.31417
[10] valid_0's poisson: -80.0331 valid_0's quantile: 7.00788
[11] valid_0's poisson: -81.2703 valid_0's quantile: 6.73473
[12] valid_0's poisson: -82.5022 valid_0's quantile: 6.48594
[13] valid_0's poisson: -83.6385 valid_0's quantile: 6.26807
[14] valid_0's poisson: -84.6892 valid_0's quantile: 6.0728
[15] valid_0's poisson: -85.6616 valid_0's quantile: 5.88709
[16] valid_0's poisson: -86.5859 valid_0's quantile: 5.70873
[17] valid_0's poisson: -87.4479 valid_0's quantile: 5.54854
[18] valid_0's poisson: -88.2617 valid_0's quantile: 5.39741
[19] valid_0's poisson: -89.0295 valid_0's quantile: 5.26379
[20] valid_0's poisson: -89.791 valid_0's quantile: 5.13407
[21] valid_0's poisson: -90.4963 valid_0's quantile: 5.01234
[22] valid_0's poisson: -91.184 valid_0's quantile: 4.89642
[23] valid_0's poisson: -91.8587 valid_0's quantile: 4.79316
[24] valid_0's poisson: -92.4539 valid_0's quantile: 4.70215
[25] valid_0's poisson: -93.038 valid_0's quantile: 4.60961
[26] valid_0's poisson: -93.5564 valid_0's quantile: 4.52253
[27] valid_0's poisson: -94.1028 valid_0's quantile: 4.42907
[28] valid_0's poisson: -94.5834 valid_0's quantile: 4.35811
[29] valid_0's poisson: -95.0548 valid_0's quantile: 4.28024
[30] valid_0's poisson: -95.5444 valid_0's quantile: 4.20806
[31] valid_0's poisson: -95.9884 valid_0's quantile: 4.13605
[32] valid_0's poisson: -96.4025 valid_0's quantile: 4.07297
[33] valid_0's poisson: -96.7958 valid_0's quantile: 4.01298
[34] valid_0's poisson: -97.1907 valid_0's quantile: 3.95652
[35] valid_0's poisson: -97.5669 valid_0's quantile: 3.90366
[36] valid_0's poisson: -97.9332 valid_0's quantile: 3.85429
[37] valid_0's poisson: -98.2571 valid_0's quantile: 3.80516
[38] valid_0's poisson: -98.5584 valid_0's quantile: 3.76271
[39] valid_0's poisson: -98.8462 valid_0's quantile: 3.71989
[40] valid_0's poisson: -99.1646 valid_0's quantile: 3.67506
[41] valid_0's poisson: -99.4283 valid_0's quantile: 3.63879
[42] valid_0's poisson: -99.7129 valid_0's quantile: 3.59524
[43] valid_0's poisson: -99.9631 valid_0's quantile: 3.55986
[44] valid_0's poisson: -100.217 valid_0's quantile: 3.52633
[45] valid_0's poisson: -100.442 valid_0's quantile: 3.49592
[46] valid_0's poisson: -100.652 valid_0's quantile: 3.46671
[47] valid_0's poisson: -100.84 valid_0's quantile: 3.44146
[48] valid_0's poisson: -101.03 valid_0's quantile: 3.41328
[49] valid_0's poisson: -101.219 valid_0's quantile: 3.38648
[50] valid_0's poisson: -101.377 valid_0's quantile: 3.36291
[51] valid_0's poisson: -101.526 valid_0's quantile: 3.34227
[52] valid_0's poisson: -101.691 valid_0's quantile: 3.32262
[53] valid_0's poisson: -101.846 valid_0's quantile: 3.30254
[54] valid_0's poisson: -101.992 valid_0's quantile: 3.28413
[55] valid_0's poisson: -102.137 valid_0's quantile: 3.2659
[56] valid_0's poisson: -102.28 valid_0's quantile: 3.24866
[57] valid_0's poisson: -102.398 valid_0's quantile: 3.23257
[58] valid_0's poisson: -102.497 valid_0's quantile: 3.21662
[59] valid_0's poisson: -102.596 valid_0's quantile: 3.20363
[60] valid_0's poisson: -102.71 valid_0's quantile: 3.18924
[61] valid_0's poisson: -102.807 valid_0's quantile: 3.17724
[62] valid_0's poisson: -102.92 valid_0's quantile: 3.16397
[63] valid_0's poisson: -103.03 valid_0's quantile: 3.15182
[64] valid_0's poisson: -103.103 valid_0's quantile: 3.13994
[65] valid_0's poisson: -103.196 valid_0's quantile: 3.12349
[66] valid_0's poisson: -103.276 valid_0's quantile: 3.11265
[67] valid_0's poisson: -103.349 valid_0's quantile: 3.1029
[68] valid_0's poisson: -103.424 valid_0's quantile: 3.08902
[69] valid_0's poisson: -103.487 valid_0's quantile: 3.0828
[70] valid_0's poisson: -103.553 valid_0's quantile: 3.07517
[71] valid_0's poisson: -103.614 valid_0's quantile: 3.06906
[72] valid_0's poisson: -103.666 valid_0's quantile: 3.06202
[73] valid_0's poisson: -103.726 valid_0's quantile: 3.05513
[74] valid_0's poisson: -103.789 valid_0's quantile: 3.04819
[75] valid_0's poisson: -103.838 valid_0's quantile: 3.03941
[76] valid_0's poisson: -103.889 valid_0's quantile: 3.03344
[77] valid_0's poisson: -103.94 valid_0's quantile: 3.02707
[78] valid_0's poisson: -103.981 valid_0's quantile: 3.02229
[79] valid_0's poisson: -104.02 valid_0's quantile: 3.01513
[80] valid_0's poisson: -104.059 valid_0's quantile: 3.00969
[81] valid_0's poisson: -104.095 valid_0's quantile: 3.00336
[82] valid_0's poisson: -104.127 valid_0's quantile: 2.99841
[83] valid_0's poisson: -104.164 valid_0's quantile: 2.99327
[84] valid_0's poisson: -104.202 valid_0's quantile: 2.9892
[85] valid_0's poisson: -104.231 valid_0's quantile: 2.98574
[86] valid_0's poisson: -104.262 valid_0's quantile: 2.98168
[87] valid_0's poisson: -104.293 valid_0's quantile: 2.9788
[88] valid_0's poisson: -104.322 valid_0's quantile: 2.9745
[89] valid_0's poisson: -104.357 valid_0's quantile: 2.97083
[90] valid_0's poisson: -104.389 valid_0's quantile: 2.96771
[91] valid_0's poisson: -104.417 valid_0's quantile: 2.96425
[92] valid_0's poisson: -104.439 valid_0's quantile: 2.96181
[93] valid_0's poisson: -104.459 valid_0's quantile: 2.95868
[94] valid_0's poisson: -104.476 valid_0's quantile: 2.95625
[95] valid_0's poisson: -104.498 valid_0's quantile: 2.9539
[96] valid_0's poisson: -104.52 valid_0's quantile: 2.95068
[97] valid_0's poisson: -104.539 valid_0's quantile: 2.94885
[98] valid_0's poisson: -104.556 valid_0's quantile: 2.94565
[99] valid_0's poisson: -104.569 valid_0's quantile: 2.94302
[100] valid_0's poisson: -104.584 valid_0's quantile: 2.94117
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.8037 valid_0's quantile: 11.5113
[2] valid_0's poisson: -63.4446 valid_0's quantile: 11.3257
[3] valid_0's poisson: -64.0679 valid_0's quantile: 11.1444
[4] valid_0's poisson: -64.6745 valid_0's quantile: 10.9675
[5] valid_0's poisson: -65.2694 valid_0's quantile: 10.7968
[6] valid_0's poisson: -65.8485 valid_0's quantile: 10.6332
[7] valid_0's poisson: -66.4158 valid_0's quantile: 10.475
[8] valid_0's poisson: -66.969 valid_0's quantile: 10.323
[9] valid_0's poisson: -67.5285 valid_0's quantile: 10.1748
[10] valid_0's poisson: -68.0536 valid_0's quantile: 10.0326
[11] valid_0's poisson: -68.5834 valid_0's quantile: 9.89151
[12] valid_0's poisson: -69.1099 valid_0's quantile: 9.75363
[13] valid_0's poisson: -69.6245 valid_0's quantile: 9.62039
[14] valid_0's poisson: -70.1276 valid_0's quantile: 9.49042
[15] valid_0's poisson: -70.6087 valid_0's quantile: 9.3618
[16] valid_0's poisson: -71.1002 valid_0's quantile: 9.23485
[17] valid_0's poisson: -71.5796 valid_0's quantile: 9.11516
[18] valid_0's poisson: -72.0501 valid_0's quantile: 8.99589
[19] valid_0's poisson: -72.5128 valid_0's quantile: 8.87779
[20] valid_0's poisson: -72.9922 valid_0's quantile: 8.76006
[21] valid_0's poisson: -73.4546 valid_0's quantile: 8.64968
[22] valid_0's poisson: -73.908 valid_0's quantile: 8.54165
[23] valid_0's poisson: -74.3566 valid_0's quantile: 8.43628
[24] valid_0's poisson: -74.7993 valid_0's quantile: 8.33142
[25] valid_0's poisson: -75.2356 valid_0's quantile: 8.22872
[26] valid_0's poisson: -75.6635 valid_0's quantile: 8.126
[27] valid_0's poisson: -76.0746 valid_0's quantile: 8.02593
[28] valid_0's poisson: -76.4835 valid_0's quantile: 7.9287
[29] valid_0's poisson: -76.9103 valid_0's quantile: 7.82808
[30] valid_0's poisson: -77.3084 valid_0's quantile: 7.73182
[31] valid_0's poisson: -77.7004 valid_0's quantile: 7.63745
[32] valid_0's poisson: -78.0866 valid_0's quantile: 7.54477
[33] valid_0's poisson: -78.4652 valid_0's quantile: 7.45579
[34] valid_0's poisson: -78.8364 valid_0's quantile: 7.3694
[35] valid_0's poisson: -79.2018 valid_0's quantile: 7.28457
[36] valid_0's poisson: -79.5614 valid_0's quantile: 7.20217
[37] valid_0's poisson: -79.9322 valid_0's quantile: 7.12004
[38] valid_0's poisson: -80.2977 valid_0's quantile: 7.03915
[39] valid_0's poisson: -80.6521 valid_0's quantile: 6.96005
[40] valid_0's poisson: -81.0042 valid_0's quantile: 6.88138
[41] valid_0's poisson: -81.3466 valid_0's quantile: 6.80593
[42] valid_0's poisson: -81.6827 valid_0's quantile: 6.73203
[43] valid_0's poisson: -82.0087 valid_0's quantile: 6.66084
[44] valid_0's poisson: -82.3321 valid_0's quantile: 6.59095
[45] valid_0's poisson: -82.6536 valid_0's quantile: 6.52425
[46] valid_0's poisson: -82.9647 valid_0's quantile: 6.46064
[47] valid_0's poisson: -83.2704 valid_0's quantile: 6.39929
[48] valid_0's poisson: -83.5683 valid_0's quantile: 6.33842
[49] valid_0's poisson: -83.8648 valid_0's quantile: 6.28033
[50] valid_0's poisson: -84.1615 valid_0's quantile: 6.21728
[51] valid_0's poisson: -84.454 valid_0's quantile: 6.16096
[52] valid_0's poisson: -84.7399 valid_0's quantile: 6.10478
[53] valid_0's poisson: -85.0261 valid_0's quantile: 6.0479
[54] valid_0's poisson: -85.3112 valid_0's quantile: 5.99157
[55] valid_0's poisson: -85.5924 valid_0's quantile: 5.93533
[56] valid_0's poisson: -85.8685 valid_0's quantile: 5.88184
[57] valid_0's poisson: -86.1349 valid_0's quantile: 5.83118
[58] valid_0's poisson: -86.4029 valid_0's quantile: 5.77972
[59] valid_0's poisson: -86.6645 valid_0's quantile: 5.72951
[60] valid_0's poisson: -86.9238 valid_0's quantile: 5.68317
[61] valid_0's poisson: -87.178 valid_0's quantile: 5.63425
[62] valid_0's poisson: -87.4265 valid_0's quantile: 5.5859
[63] valid_0's poisson: -87.6727 valid_0's quantile: 5.54051
[64] valid_0's poisson: -87.9122 valid_0's quantile: 5.49777
[65] valid_0's poisson: -88.15 valid_0's quantile: 5.45669
[66] valid_0's poisson: -88.3816 valid_0's quantile: 5.41636
[67] valid_0's poisson: -88.6109 valid_0's quantile: 5.37295
[68] valid_0's poisson: -88.8366 valid_0's quantile: 5.33213
[69] valid_0's poisson: -89.0553 valid_0's quantile: 5.29235
[70] valid_0's poisson: -89.2777 valid_0's quantile: 5.25347
[71] valid_0's poisson: -89.4942 valid_0's quantile: 5.21371
[72] valid_0's poisson: -89.7069 valid_0's quantile: 5.17506
[73] valid_0's poisson: -89.9167 valid_0's quantile: 5.1387
[74] valid_0's poisson: -90.1221 valid_0's quantile: 5.10105
[75] valid_0's poisson: -90.3292 valid_0's quantile: 5.06352
[76] valid_0's poisson: -90.5238 valid_0's quantile: 5.03057
[77] valid_0's poisson: -90.7155 valid_0's quantile: 4.99555
[78] valid_0's poisson: -90.9043 valid_0's quantile: 4.96128
[79] valid_0's poisson: -91.102 valid_0's quantile: 4.92657
[80] valid_0's poisson: -91.2842 valid_0's quantile: 4.894
[81] valid_0's poisson: -91.4721 valid_0's quantile: 4.86148
[82] valid_0's poisson: -91.6553 valid_0's quantile: 4.83139
[83] valid_0's poisson: -91.8382 valid_0's quantile: 4.80184
[84] valid_0's poisson: -92.0126 valid_0's quantile: 4.77137
[85] valid_0's poisson: -92.1917 valid_0's quantile: 4.74256
[86] valid_0's poisson: -92.3642 valid_0's quantile: 4.71285
[87] valid_0's poisson: -92.5377 valid_0's quantile: 4.68428
[88] valid_0's poisson: -92.7151 valid_0's quantile: 4.65589
[89] valid_0's poisson: -92.8827 valid_0's quantile: 4.62842
[90] valid_0's poisson: -93.0513 valid_0's quantile: 4.6003
[91] valid_0's poisson: -93.2175 valid_0's quantile: 4.57415
[92] valid_0's poisson: -93.3793 valid_0's quantile: 4.54555
[93] valid_0's poisson: -93.547 valid_0's quantile: 4.52048
[94] valid_0's poisson: -93.7116 valid_0's quantile: 4.4962
[95] valid_0's poisson: -93.8677 valid_0's quantile: 4.47156
[96] valid_0's poisson: -94.0222 valid_0's quantile: 4.44712
[97] valid_0's poisson: -94.1786 valid_0's quantile: 4.42555
[98] valid_0's poisson: -94.336 valid_0's quantile: 4.4004
[99] valid_0's poisson: -94.484 valid_0's quantile: 4.37859
[100] valid_0's poisson: -94.6361 valid_0's quantile: 4.35443
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.8143 valid_0's quantile: 11.5087
[2] valid_0's poisson: -63.465 valid_0's quantile: 11.3269
[3] valid_0's poisson: -64.0848 valid_0's quantile: 11.1453
[4] valid_0's poisson: -64.6851 valid_0's quantile: 10.973
[5] valid_0's poisson: -65.2871 valid_0's quantile: 10.8005
[6] valid_0's poisson: -65.8716 valid_0's quantile: 10.6316
[7] valid_0's poisson: -66.4561 valid_0's quantile: 10.4706
[8] valid_0's poisson: -67.026 valid_0's quantile: 10.3165
[9] valid_0's poisson: -67.5732 valid_0's quantile: 10.1659
[10] valid_0's poisson: -68.1325 valid_0's quantile: 10.0171
[11] valid_0's poisson: -68.672 valid_0's quantile: 9.87469
[12] valid_0's poisson: -69.2035 valid_0's quantile: 9.73658
[13] valid_0's poisson: -69.7248 valid_0's quantile: 9.59886
[14] valid_0's poisson: -70.2361 valid_0's quantile: 9.4623
[15] valid_0's poisson: -70.7178 valid_0's quantile: 9.33174
[16] valid_0's poisson: -71.2069 valid_0's quantile: 9.20583
[17] valid_0's poisson: -71.6868 valid_0's quantile: 9.08228
[18] valid_0's poisson: -72.1576 valid_0's quantile: 8.96196
[19] valid_0's poisson: -72.6328 valid_0's quantile: 8.84213
[20] valid_0's poisson: -73.0866 valid_0's quantile: 8.7306
[21] valid_0's poisson: -73.5418 valid_0's quantile: 8.61694
[22] valid_0's poisson: -73.9769 valid_0's quantile: 8.51147
[23] valid_0's poisson: -74.406 valid_0's quantile: 8.41
[24] valid_0's poisson: -74.8378 valid_0's quantile: 8.30339
[25] valid_0's poisson: -75.2496 valid_0's quantile: 8.20723
[26] valid_0's poisson: -75.664 valid_0's quantile: 8.10657
[27] valid_0's poisson: -76.082 valid_0's quantile: 8.007
[28] valid_0's poisson: -76.492 valid_0's quantile: 7.91087
[29] valid_0's poisson: -76.8787 valid_0's quantile: 7.82225
[30] valid_0's poisson: -77.2529 valid_0's quantile: 7.73468
[31] valid_0's poisson: -77.6419 valid_0's quantile: 7.64269
[32] valid_0's poisson: -78.0222 valid_0's quantile: 7.55292
[33] valid_0's poisson: -78.4051 valid_0's quantile: 7.46344
[34] valid_0's poisson: -78.7767 valid_0's quantile: 7.37559
[35] valid_0's poisson: -79.1471 valid_0's quantile: 7.29045
[36] valid_0's poisson: -79.5099 valid_0's quantile: 7.20813
[37] valid_0's poisson: -79.8658 valid_0's quantile: 7.12724
[38] valid_0's poisson: -80.2132 valid_0's quantile: 7.04865
[39] valid_0's poisson: -80.5533 valid_0's quantile: 6.97112
[40] valid_0's poisson: -80.8886 valid_0's quantile: 6.89458
[41] valid_0's poisson: -81.2155 valid_0's quantile: 6.82003
[42] valid_0's poisson: -81.554 valid_0's quantile: 6.74646
[43] valid_0's poisson: -81.8669 valid_0's quantile: 6.67631
[44] valid_0's poisson: -82.1762 valid_0's quantile: 6.61018
[45] valid_0's poisson: -82.4788 valid_0's quantile: 6.54592
[46] valid_0's poisson: -82.778 valid_0's quantile: 6.48112
[47] valid_0's poisson: -83.0702 valid_0's quantile: 6.41843
[48] valid_0's poisson: -83.3585 valid_0's quantile: 6.35881
[49] valid_0's poisson: -83.6597 valid_0's quantile: 6.29945
[50] valid_0's poisson: -83.9545 valid_0's quantile: 6.2411
[51] valid_0's poisson: -84.2407 valid_0's quantile: 6.1838
[52] valid_0's poisson: -84.5111 valid_0's quantile: 6.12826
[53] valid_0's poisson: -84.7835 valid_0's quantile: 6.07245
[54] valid_0's poisson: -85.074 valid_0's quantile: 6.01657
[55] valid_0's poisson: -85.3578 valid_0's quantile: 5.9632
[56] valid_0's poisson: -85.6299 valid_0's quantile: 5.91063
[57] valid_0's poisson: -85.9047 valid_0's quantile: 5.85886
[58] valid_0's poisson: -86.1697 valid_0's quantile: 5.80764
[59] valid_0's poisson: -86.4351 valid_0's quantile: 5.75722
[60] valid_0's poisson: -86.6996 valid_0's quantile: 5.70843
[61] valid_0's poisson: -86.9564 valid_0's quantile: 5.66059
[62] valid_0's poisson: -87.2118 valid_0's quantile: 5.61354
[63] valid_0's poisson: -87.4609 valid_0's quantile: 5.56781
[64] valid_0's poisson: -87.7051 valid_0's quantile: 5.5231
[65] valid_0's poisson: -87.946 valid_0's quantile: 5.47952
[66] valid_0's poisson: -88.1836 valid_0's quantile: 5.43787
[67] valid_0's poisson: -88.4142 valid_0's quantile: 5.39654
[68] valid_0's poisson: -88.6439 valid_0's quantile: 5.35526
[69] valid_0's poisson: -88.8705 valid_0's quantile: 5.31528
[70] valid_0's poisson: -89.0922 valid_0's quantile: 5.2754
[71] valid_0's poisson: -89.3134 valid_0's quantile: 5.23528
[72] valid_0's poisson: -89.5297 valid_0's quantile: 5.19721
[73] valid_0's poisson: -89.7444 valid_0's quantile: 5.1575
[74] valid_0's poisson: -89.9555 valid_0's quantile: 5.11938
[75] valid_0's poisson: -90.1649 valid_0's quantile: 5.0821
[76] valid_0's poisson: -90.3685 valid_0's quantile: 5.04609
[77] valid_0's poisson: -90.5689 valid_0's quantile: 5.01023
[78] valid_0's poisson: -90.7681 valid_0's quantile: 4.97471
[79] valid_0's poisson: -90.9629 valid_0's quantile: 4.93984
[80] valid_0's poisson: -91.1522 valid_0's quantile: 4.90622
[81] valid_0's poisson: -91.3511 valid_0's quantile: 4.87384
[82] valid_0's poisson: -91.533 valid_0's quantile: 4.84152
[83] valid_0's poisson: -91.715 valid_0's quantile: 4.81009
[84] valid_0's poisson: -91.8909 valid_0's quantile: 4.77987
[85] valid_0's poisson: -92.0744 valid_0's quantile: 4.7496
[86] valid_0's poisson: -92.2535 valid_0's quantile: 4.71961
[87] valid_0's poisson: -92.4404 valid_0's quantile: 4.68979
[88] valid_0's poisson: -92.6092 valid_0's quantile: 4.66086
[89] valid_0's poisson: -92.7771 valid_0's quantile: 4.6332
[90] valid_0's poisson: -92.9495 valid_0's quantile: 4.60629
[91] valid_0's poisson: -93.1184 valid_0's quantile: 4.57992
[92] valid_0's poisson: -93.2824 valid_0's quantile: 4.5538
[93] valid_0's poisson: -93.4445 valid_0's quantile: 4.52843
[94] valid_0's poisson: -93.6084 valid_0's quantile: 4.50377
[95] valid_0's poisson: -93.7582 valid_0's quantile: 4.48018
[96] valid_0's poisson: -93.9064 valid_0's quantile: 4.45697
[97] valid_0's poisson: -94.0543 valid_0's quantile: 4.42956
[98] valid_0's poisson: -94.2052 valid_0's quantile: 4.40434
[99] valid_0's poisson: -94.3545 valid_0's quantile: 4.37968
[100] valid_0's poisson: -94.5028 valid_0's quantile: 4.35621
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -63.4409 valid_0's quantile: 11.4996
[2] valid_0's poisson: -64.0714 valid_0's quantile: 11.315
[3] valid_0's poisson: -64.6813 valid_0's quantile: 11.136
[4] valid_0's poisson: -65.2895 valid_0's quantile: 10.9568
[5] valid_0's poisson: -65.8801 valid_0's quantile: 10.7858
[6] valid_0's poisson: -66.457 valid_0's quantile: 10.619
[7] valid_0's poisson: -67.0141 valid_0's quantile: 10.4627
[8] valid_0's poisson: -67.5548 valid_0's quantile: 10.3087
[9] valid_0's poisson: -68.0972 valid_0's quantile: 10.1613
[10] valid_0's poisson: -68.6288 valid_0's quantile: 10.0136
[11] valid_0's poisson: -69.1464 valid_0's quantile: 9.86963
[12] valid_0's poisson: -69.6685 valid_0's quantile: 9.72794
[13] valid_0's poisson: -70.1724 valid_0's quantile: 9.59113
[14] valid_0's poisson: -70.6722 valid_0's quantile: 9.45766
[15] valid_0's poisson: -71.1585 valid_0's quantile: 9.32657
[16] valid_0's poisson: -71.6479 valid_0's quantile: 9.19662
[17] valid_0's poisson: -72.1189 valid_0's quantile: 9.06965
[18] valid_0's poisson: -72.5761 valid_0's quantile: 8.94789
[19] valid_0's poisson: -73.0302 valid_0's quantile: 8.82772
[20] valid_0's poisson: -73.4787 valid_0's quantile: 8.71079
[21] valid_0's poisson: -73.9341 valid_0's quantile: 8.59731
[22] valid_0's poisson: -74.3843 valid_0's quantile: 8.48572
[23] valid_0's poisson: -74.8238 valid_0's quantile: 8.37813
[24] valid_0's poisson: -75.2542 valid_0's quantile: 8.27447
[25] valid_0's poisson: -75.6778 valid_0's quantile: 8.1712
[26] valid_0's poisson: -76.093 valid_0's quantile: 8.06978
[27] valid_0's poisson: -76.4673 valid_0's quantile: 7.97904
[28] valid_0's poisson: -76.8658 valid_0's quantile: 7.88213
[29] valid_0's poisson: -77.266 valid_0's quantile: 7.78791
[30] valid_0's poisson: -77.6544 valid_0's quantile: 7.69584
[31] valid_0's poisson: -78.0347 valid_0's quantile: 7.60642
[32] valid_0's poisson: -78.4418 valid_0's quantile: 7.51127
[33] valid_0's poisson: -78.8199 valid_0's quantile: 7.4252
[34] valid_0's poisson: -79.2 valid_0's quantile: 7.33878
[35] valid_0's poisson: -79.572 valid_0's quantile: 7.2543
[36] valid_0's poisson: -79.9453 valid_0's quantile: 7.16971
[37] valid_0's poisson: -80.3128 valid_0's quantile: 7.08511
[38] valid_0's poisson: -80.6732 valid_0's quantile: 7.00423
[39] valid_0's poisson: -81.024 valid_0's quantile: 6.92591
[40] valid_0's poisson: -81.3705 valid_0's quantile: 6.84835
[41] valid_0's poisson: -81.7109 valid_0's quantile: 6.77288
[42] valid_0's poisson: -82.0485 valid_0's quantile: 6.6979
[43] valid_0's poisson: -82.3727 valid_0's quantile: 6.6282
[44] valid_0's poisson: -82.6946 valid_0's quantile: 6.55914
[45] valid_0's poisson: -83.0137 valid_0's quantile: 6.49248
[46] valid_0's poisson: -83.3294 valid_0's quantile: 6.42648
[47] valid_0's poisson: -83.6313 valid_0's quantile: 6.36263
[48] valid_0's poisson: -83.936 valid_0's quantile: 6.29945
[49] valid_0's poisson: -84.2282 valid_0's quantile: 6.2394
[50] valid_0's poisson: -84.5137 valid_0's quantile: 6.18118
[51] valid_0's poisson: -84.8014 valid_0's quantile: 6.12351
[52] valid_0's poisson: -85.0789 valid_0's quantile: 6.06976
[53] valid_0's poisson: -85.3542 valid_0's quantile: 6.01468
[54] valid_0's poisson: -85.6192 valid_0's quantile: 5.96222
[55] valid_0's poisson: -85.8806 valid_0's quantile: 5.91096
[56] valid_0's poisson: -86.1404 valid_0's quantile: 5.8591
[57] valid_0's poisson: -86.3954 valid_0's quantile: 5.8081
[58] valid_0's poisson: -86.6454 valid_0's quantile: 5.7586
[59] valid_0's poisson: -86.8925 valid_0's quantile: 5.71014
[60] valid_0's poisson: -87.1342 valid_0's quantile: 5.66232
[61] valid_0's poisson: -87.3753 valid_0's quantile: 5.61526
[62] valid_0's poisson: -87.6165 valid_0's quantile: 5.57073
[63] valid_0's poisson: -87.844 valid_0's quantile: 5.52589
[64] valid_0's poisson: -88.0732 valid_0's quantile: 5.48153
[65] valid_0's poisson: -88.3011 valid_0's quantile: 5.43819
[66] valid_0's poisson: -88.5254 valid_0's quantile: 5.39495
[67] valid_0's poisson: -88.7542 valid_0's quantile: 5.35487
[68] valid_0's poisson: -88.9755 valid_0's quantile: 5.31575
[69] valid_0's poisson: -89.1887 valid_0's quantile: 5.27703
[70] valid_0's poisson: -89.4088 valid_0's quantile: 5.23713
[71] valid_0's poisson: -89.6189 valid_0's quantile: 5.19983
[72] valid_0's poisson: -89.82 valid_0's quantile: 5.1644
[73] valid_0's poisson: -90.019 valid_0's quantile: 5.12722
[74] valid_0's poisson: -90.2192 valid_0's quantile: 5.09127
[75] valid_0's poisson: -90.4163 valid_0's quantile: 5.05546
[76] valid_0's poisson: -90.6047 valid_0's quantile: 5.01988
[77] valid_0's poisson: -90.7964 valid_0's quantile: 4.98447
[78] valid_0's poisson: -90.9853 valid_0's quantile: 4.95014
[79] valid_0's poisson: -91.1686 valid_0's quantile: 4.9162
[80] valid_0's poisson: -91.346 valid_0's quantile: 4.88417
[81] valid_0's poisson: -91.5312 valid_0's quantile: 4.85181
[82] valid_0's poisson: -91.7085 valid_0's quantile: 4.82067
[83] valid_0's poisson: -91.8888 valid_0's quantile: 4.79048
[84] valid_0's poisson: -92.0673 valid_0's quantile: 4.7589
[85] valid_0's poisson: -92.2461 valid_0's quantile: 4.72913
[86] valid_0's poisson: -92.4242 valid_0's quantile: 4.69953
[87] valid_0's poisson: -92.5988 valid_0's quantile: 4.67044
[88] valid_0's poisson: -92.7703 valid_0's quantile: 4.64203
[89] valid_0's poisson: -92.9425 valid_0's quantile: 4.61544
[90] valid_0's poisson: -93.1116 valid_0's quantile: 4.58762
[91] valid_0's poisson: -93.278 valid_0's quantile: 4.56006
[92] valid_0's poisson: -93.4418 valid_0's quantile: 4.53375
[93] valid_0's poisson: -93.6057 valid_0's quantile: 4.50704
[94] valid_0's poisson: -93.7619 valid_0's quantile: 4.48143
[95] valid_0's poisson: -93.9221 valid_0's quantile: 4.45663
[96] valid_0's poisson: -94.0735 valid_0's quantile: 4.43282
[97] valid_0's poisson: -94.224 valid_0's quantile: 4.40812
[98] valid_0's poisson: -94.376 valid_0's quantile: 4.38522
[99] valid_0's poisson: -94.5215 valid_0's quantile: 4.36227
[100] valid_0's poisson: -94.6649 valid_0's quantile: 4.34
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -64.0793 valid_0's quantile: 11.4917
[2] valid_0's poisson: -64.6964 valid_0's quantile: 11.3051
[3] valid_0's poisson: -65.3178 valid_0's quantile: 11.1244
[4] valid_0's poisson: -65.9236 valid_0's quantile: 10.9439
[5] valid_0's poisson: -66.511 valid_0's quantile: 10.7704
[6] valid_0's poisson: -67.0821 valid_0's quantile: 10.6043
[7] valid_0's poisson: -67.6206 valid_0's quantile: 10.4448
[8] valid_0's poisson: -68.1628 valid_0's quantile: 10.2892
[9] valid_0's poisson: -68.6921 valid_0's quantile: 10.1362
[10] valid_0's poisson: -69.2081 valid_0's quantile: 9.98782
[11] valid_0's poisson: -69.7184 valid_0's quantile: 9.84528
[12] valid_0's poisson: -70.219 valid_0's quantile: 9.70715
[13] valid_0's poisson: -70.7135 valid_0's quantile: 9.57341
[14] valid_0's poisson: -71.1962 valid_0's quantile: 9.44264
[15] valid_0's poisson: -71.701 valid_0's quantile: 9.31091
[16] valid_0's poisson: -72.196 valid_0's quantile: 9.18049
[17] valid_0's poisson: -72.6789 valid_0's quantile: 9.05525
[18] valid_0's poisson: -73.1499 valid_0's quantile: 8.93591
[19] valid_0's poisson: -73.6096 valid_0's quantile: 8.81659
[20] valid_0's poisson: -74.0592 valid_0's quantile: 8.6996
[21] valid_0's poisson: -74.5006 valid_0's quantile: 8.58748
[22] valid_0's poisson: -74.9335 valid_0's quantile: 8.47732
[23] valid_0's poisson: -75.3557 valid_0's quantile: 8.37207
[24] valid_0's poisson: -75.7659 valid_0's quantile: 8.26866
[25] valid_0's poisson: -76.1736 valid_0's quantile: 8.16973
[26] valid_0's poisson: -76.5778 valid_0's quantile: 8.07197
[27] valid_0's poisson: -76.9688 valid_0's quantile: 7.97738
[28] valid_0's poisson: -77.3626 valid_0's quantile: 7.88026
[29] valid_0's poisson: -77.7679 valid_0's quantile: 7.78594
[30] valid_0's poisson: -78.1715 valid_0's quantile: 7.69116
[31] valid_0's poisson: -78.5679 valid_0's quantile: 7.59912
[32] valid_0's poisson: -78.956 valid_0's quantile: 7.50791
[33] valid_0's poisson: -79.3357 valid_0's quantile: 7.41917
[34] valid_0's poisson: -79.7107 valid_0's quantile: 7.33208
[35] valid_0's poisson: -80.0769 valid_0's quantile: 7.24772
[36] valid_0's poisson: -80.4367 valid_0's quantile: 7.16563
[37] valid_0's poisson: -80.7863 valid_0's quantile: 7.08471
[38] valid_0's poisson: -81.1289 valid_0's quantile: 7.0059
[39] valid_0's poisson: -81.4647 valid_0's quantile: 6.92933
[40] valid_0's poisson: -81.7938 valid_0's quantile: 6.85379
[41] valid_0's poisson: -82.118 valid_0's quantile: 6.78136
[42] valid_0's poisson: -82.4384 valid_0's quantile: 6.70941
[43] valid_0's poisson: -82.7522 valid_0's quantile: 6.63854
[44] valid_0's poisson: -83.0573 valid_0's quantile: 6.57083
[45] valid_0's poisson: -83.3526 valid_0's quantile: 6.50507
[46] valid_0's poisson: -83.6397 valid_0's quantile: 6.4439
[47] valid_0's poisson: -83.9243 valid_0's quantile: 6.38437
[48] valid_0's poisson: -84.1953 valid_0's quantile: 6.32642
[49] valid_0's poisson: -84.4717 valid_0's quantile: 6.26823
[50] valid_0's poisson: -84.7462 valid_0's quantile: 6.21103
[51] valid_0's poisson: -85.0134 valid_0's quantile: 6.1554
[52] valid_0's poisson: -85.2832 valid_0's quantile: 6.10018
[53] valid_0's poisson: -85.5517 valid_0's quantile: 6.04498
[54] valid_0's poisson: -85.8118 valid_0's quantile: 5.99082
[55] valid_0's poisson: -86.0671 valid_0's quantile: 5.93978
[56] valid_0's poisson: -86.317 valid_0's quantile: 5.88987
[57] valid_0's poisson: -86.564 valid_0's quantile: 5.83947
[58] valid_0's poisson: -86.7909 valid_0's quantile: 5.79368
[59] valid_0's poisson: -87.0195 valid_0's quantile: 5.74777
[60] valid_0's poisson: -87.2571 valid_0's quantile: 5.70237
[61] valid_0's poisson: -87.4929 valid_0's quantile: 5.65764
[62] valid_0's poisson: -87.7193 valid_0's quantile: 5.60993
[63] valid_0's poisson: -87.9514 valid_0's quantile: 5.56243
[64] valid_0's poisson: -88.1805 valid_0's quantile: 5.5173
[65] valid_0's poisson: -88.4098 valid_0's quantile: 5.47266
[66] valid_0's poisson: -88.6383 valid_0's quantile: 5.42964
[67] valid_0's poisson: -88.8586 valid_0's quantile: 5.38993
[68] valid_0's poisson: -89.0804 valid_0's quantile: 5.35166
[69] valid_0's poisson: -89.3004 valid_0's quantile: 5.3121
[70] valid_0's poisson: -89.5132 valid_0's quantile: 5.27376
[71] valid_0's poisson: -89.7248 valid_0's quantile: 5.236
[72] valid_0's poisson: -89.9292 valid_0's quantile: 5.19758
[73] valid_0's poisson: -90.1351 valid_0's quantile: 5.16147
[74] valid_0's poisson: -90.3387 valid_0's quantile: 5.12306
[75] valid_0's poisson: -90.5477 valid_0's quantile: 5.08503
[76] valid_0's poisson: -90.749 valid_0's quantile: 5.05121
[77] valid_0's poisson: -90.9392 valid_0's quantile: 5.01855
[78] valid_0's poisson: -91.1362 valid_0's quantile: 4.98534
[79] valid_0's poisson: -91.3277 valid_0's quantile: 4.95125
[80] valid_0's poisson: -91.5218 valid_0's quantile: 4.91915
[81] valid_0's poisson: -91.7107 valid_0's quantile: 4.888
[82] valid_0's poisson: -91.8925 valid_0's quantile: 4.85716
[83] valid_0's poisson: -92.0729 valid_0's quantile: 4.82698
[84] valid_0's poisson: -92.2446 valid_0's quantile: 4.79758
[85] valid_0's poisson: -92.4174 valid_0's quantile: 4.76647
[86] valid_0's poisson: -92.5869 valid_0's quantile: 4.73783
[87] valid_0's poisson: -92.7535 valid_0's quantile: 4.70873
[88] valid_0's poisson: -92.9176 valid_0's quantile: 4.68078
[89] valid_0's poisson: -93.0812 valid_0's quantile: 4.65385
[90] valid_0's poisson: -93.2429 valid_0's quantile: 4.62705
[91] valid_0's poisson: -93.4065 valid_0's quantile: 4.59996
[92] valid_0's poisson: -93.5649 valid_0's quantile: 4.57283
[93] valid_0's poisson: -93.7212 valid_0's quantile: 4.54617
[94] valid_0's poisson: -93.8741 valid_0's quantile: 4.52012
[95] valid_0's poisson: -94.0242 valid_0's quantile: 4.49565
[96] valid_0's poisson: -94.1798 valid_0's quantile: 4.4707
[97] valid_0's poisson: -94.3219 valid_0's quantile: 4.44892
[98] valid_0's poisson: -94.4664 valid_0's quantile: 4.42422
[99] valid_0's poisson: -94.6095 valid_0's quantile: 4.39963
[100] valid_0's poisson: -94.7505 valid_0's quantile: 4.37703
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.8046 valid_0's quantile: 11.5148
[2] valid_0's poisson: -63.435 valid_0's quantile: 11.3361
[3] valid_0's poisson: -64.0468 valid_0's quantile: 11.1578
[4] valid_0's poisson: -64.641 valid_0's quantile: 10.9873
[5] valid_0's poisson: -65.2184 valid_0's quantile: 10.8222
[6] valid_0's poisson: -65.7785 valid_0's quantile: 10.6623
[7] valid_0's poisson: -66.3231 valid_0's quantile: 10.5062
[8] valid_0's poisson: -66.8616 valid_0's quantile: 10.3567
[9] valid_0's poisson: -67.3864 valid_0's quantile: 10.2108
[10] valid_0's poisson: -67.8955 valid_0's quantile: 10.0701
[11] valid_0's poisson: -68.3993 valid_0's quantile: 9.93154
[12] valid_0's poisson: -68.9001 valid_0's quantile: 9.79735
[13] valid_0's poisson: -69.3903 valid_0's quantile: 9.66866
[14] valid_0's poisson: -69.8793 valid_0's quantile: 9.53674
[15] valid_0's poisson: -70.3607 valid_0's quantile: 9.41124
[16] valid_0's poisson: -70.836 valid_0's quantile: 9.28648
[17] valid_0's poisson: -71.3077 valid_0's quantile: 9.16528
[18] valid_0's poisson: -71.7741 valid_0's quantile: 9.04573
[19] valid_0's poisson: -72.2354 valid_0's quantile: 8.92855
[20] valid_0's poisson: -72.7153 valid_0's quantile: 8.8117
[21] valid_0's poisson: -73.1632 valid_0's quantile: 8.7022
[22] valid_0's poisson: -73.6013 valid_0's quantile: 8.59325
[23] valid_0's poisson: -74.0364 valid_0's quantile: 8.48476
[24] valid_0's poisson: -74.4885 valid_0's quantile: 8.37679
[25] valid_0's poisson: -74.9202 valid_0's quantile: 8.27571
[26] valid_0's poisson: -75.346 valid_0's quantile: 8.17659
[27] valid_0's poisson: -75.7655 valid_0's quantile: 8.07851
[28] valid_0's poisson: -76.1745 valid_0's quantile: 7.98262
[29] valid_0's poisson: -76.5843 valid_0's quantile: 7.88842
[30] valid_0's poisson: -76.9818 valid_0's quantile: 7.79727
[31] valid_0's poisson: -77.3872 valid_0's quantile: 7.70486
[32] valid_0's poisson: -77.7851 valid_0's quantile: 7.61314
[33] valid_0's poisson: -78.1765 valid_0's quantile: 7.52292
[34] valid_0's poisson: -78.5596 valid_0's quantile: 7.43475
[35] valid_0's poisson: -78.9339 valid_0's quantile: 7.35164
[36] valid_0's poisson: -79.3221 valid_0's quantile: 7.26631
[37] valid_0's poisson: -79.7022 valid_0's quantile: 7.18392
[38] valid_0's poisson: -80.0505 valid_0's quantile: 7.10958
[39] valid_0's poisson: -80.4148 valid_0's quantile: 7.03038
[40] valid_0's poisson: -80.7743 valid_0's quantile: 6.95214
[41] valid_0's poisson: -81.1253 valid_0's quantile: 6.87547
[42] valid_0's poisson: -81.4678 valid_0's quantile: 6.79971
[43] valid_0's poisson: -81.8016 valid_0's quantile: 6.72627
[44] valid_0's poisson: -82.1258 valid_0's quantile: 6.65564
[45] valid_0's poisson: -82.4479 valid_0's quantile: 6.58761
[46] valid_0's poisson: -82.7648 valid_0's quantile: 6.52316
[47] valid_0's poisson: -83.0814 valid_0's quantile: 6.45779
[48] valid_0's poisson: -83.3872 valid_0's quantile: 6.397
[49] valid_0's poisson: -83.6871 valid_0's quantile: 6.33708
[50] valid_0's poisson: -83.992 valid_0's quantile: 6.27581
[51] valid_0's poisson: -84.2892 valid_0's quantile: 6.2174
[52] valid_0's poisson: -84.5798 valid_0's quantile: 6.16026
[53] valid_0's poisson: -84.8613 valid_0's quantile: 6.1051
[54] valid_0's poisson: -85.1413 valid_0's quantile: 6.05281
[55] valid_0's poisson: -85.4041 valid_0's quantile: 6.00166
[56] valid_0's poisson: -85.6654 valid_0's quantile: 5.95121
[57] valid_0's poisson: -85.9205 valid_0's quantile: 5.90235
[58] valid_0's poisson: -86.1905 valid_0's quantile: 5.85022
[59] valid_0's poisson: -86.4589 valid_0's quantile: 5.79832
[60] valid_0's poisson: -86.7206 valid_0's quantile: 5.74754
[61] valid_0's poisson: -86.9739 valid_0's quantile: 5.70048
[62] valid_0's poisson: -87.2286 valid_0's quantile: 5.65375
[63] valid_0's poisson: -87.4774 valid_0's quantile: 5.60751
[64] valid_0's poisson: -87.711 valid_0's quantile: 5.5628
[65] valid_0's poisson: -87.948 valid_0's quantile: 5.5185
[66] valid_0's poisson: -88.1822 valid_0's quantile: 5.47428
[67] valid_0's poisson: -88.4101 valid_0's quantile: 5.42965
[68] valid_0's poisson: -88.6344 valid_0's quantile: 5.3868
[69] valid_0's poisson: -88.8521 valid_0's quantile: 5.34607
[70] valid_0's poisson: -89.065 valid_0's quantile: 5.30626
[71] valid_0's poisson: -89.2783 valid_0's quantile: 5.26636
[72] valid_0's poisson: -89.4845 valid_0's quantile: 5.22737
[73] valid_0's poisson: -89.6962 valid_0's quantile: 5.1889
[74] valid_0's poisson: -89.8993 valid_0's quantile: 5.15161
[75] valid_0's poisson: -90.1045 valid_0's quantile: 5.11598
[76] valid_0's poisson: -90.3076 valid_0's quantile: 5.08081
[77] valid_0's poisson: -90.5108 valid_0's quantile: 5.04584
[78] valid_0's poisson: -90.7081 valid_0's quantile: 5.01183
[79] valid_0's poisson: -90.9054 valid_0's quantile: 4.98026
[80] valid_0's poisson: -91.0975 valid_0's quantile: 4.94698
[81] valid_0's poisson: -91.2884 valid_0's quantile: 4.91454
[82] valid_0's poisson: -91.4762 valid_0's quantile: 4.88203
[83] valid_0's poisson: -91.6582 valid_0's quantile: 4.84999
[84] valid_0's poisson: -91.8433 valid_0's quantile: 4.81826
[85] valid_0's poisson: -92.022 valid_0's quantile: 4.78847
[86] valid_0's poisson: -92.199 valid_0's quantile: 4.75898
[87] valid_0's poisson: -92.3705 valid_0's quantile: 4.72945
[88] valid_0's poisson: -92.5409 valid_0's quantile: 4.70258
[89] valid_0's poisson: -92.7149 valid_0's quantile: 4.67435
[90] valid_0's poisson: -92.883 valid_0's quantile: 4.64647
[91] valid_0's poisson: -93.048 valid_0's quantile: 4.62025
[92] valid_0's poisson: -93.2056 valid_0's quantile: 4.59343
[93] valid_0's poisson: -93.3714 valid_0's quantile: 4.56695
[94] valid_0's poisson: -93.5305 valid_0's quantile: 4.54233
[95] valid_0's poisson: -93.6889 valid_0's quantile: 4.51731
[96] valid_0's poisson: -93.8412 valid_0's quantile: 4.49066
[97] valid_0's poisson: -93.9931 valid_0's quantile: 4.4642
[98] valid_0's poisson: -94.1371 valid_0's quantile: 4.43925
[99] valid_0's poisson: -94.284 valid_0's quantile: 4.41615
[100] valid_0's poisson: -94.4372 valid_0's quantile: 4.39016
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -75.0595 valid_0's quantile: 8.14171
[2] valid_0's poisson: -88.3526 valid_0's quantile: 6.1293
[3] valid_0's poisson: -89.0693 valid_0's quantile: 5.90315
[4] valid_0's poisson: -89.9208 valid_0's quantile: 5.60425
[5] valid_0's poisson: -90.1574 valid_0's quantile: 5.42278
[6] valid_0's poisson: -89.8739 valid_0's quantile: 5.30012
[7] valid_0's poisson: -91.1913 valid_0's quantile: 5.15524
[8] valid_0's poisson: -90.6918 valid_0's quantile: 5.11054
[9] valid_0's poisson: -95.0348 valid_0's quantile: 4.63481
[10] valid_0's poisson: -95.5176 valid_0's quantile: 4.54894
[11] valid_0's poisson: -95.4667 valid_0's quantile: 4.49708
[12] valid_0's poisson: -95.6311 valid_0's quantile: 4.48496
[13] valid_0's poisson: -95.7902 valid_0's quantile: 4.46815
[14] valid_0's poisson: -95.8716 valid_0's quantile: 4.47215
[15] valid_0's poisson: -95.8654 valid_0's quantile: 4.46237
[16] valid_0's poisson: -95.8818 valid_0's quantile: 4.44691
[17] valid_0's poisson: -95.8287 valid_0's quantile: 4.4422
[18] valid_0's poisson: -95.9747 valid_0's quantile: 4.426
[19] valid_0's poisson: -96.2582 valid_0's quantile: 4.41361
[20] valid_0's poisson: -96.1141 valid_0's quantile: 4.39552
[21] valid_0's poisson: -96.3566 valid_0's quantile: 4.37132
[22] valid_0's poisson: -96.3287 valid_0's quantile: 4.34743
[23] valid_0's poisson: -96.7069 valid_0's quantile: 4.28067
[24] valid_0's poisson: -96.958 valid_0's quantile: 4.25455
[25] valid_0's poisson: -97.0987 valid_0's quantile: 4.25304
[26] valid_0's poisson: -97.1284 valid_0's quantile: 4.24321
[27] valid_0's poisson: -96.8645 valid_0's quantile: 4.22606
[28] valid_0's poisson: -97.0985 valid_0's quantile: 4.21291
[29] valid_0's poisson: -97.3263 valid_0's quantile: 4.18863
[30] valid_0's poisson: -97.5623 valid_0's quantile: 4.1402
[31] valid_0's poisson: -97.649 valid_0's quantile: 4.13219
[32] valid_0's poisson: -97.647 valid_0's quantile: 4.12843
[33] valid_0's poisson: -97.6821 valid_0's quantile: 4.12684
[34] valid_0's poisson: -97.9629 valid_0's quantile: 4.10242
[35] valid_0's poisson: -97.9699 valid_0's quantile: 4.09035
[36] valid_0's poisson: -98.1222 valid_0's quantile: 4.06945
[37] valid_0's poisson: -97.9681 valid_0's quantile: 4.06076
[38] valid_0's poisson: -97.9359 valid_0's quantile: 4.05764
[39] valid_0's poisson: -98.0312 valid_0's quantile: 4.03526
[40] valid_0's poisson: -99.4321 valid_0's quantile: 3.85658
[41] valid_0's poisson: -99.5013 valid_0's quantile: 3.84081
[42] valid_0's poisson: -99.424 valid_0's quantile: 3.83929
[43] valid_0's poisson: -99.3545 valid_0's quantile: 3.83704
[44] valid_0's poisson: -99.4248 valid_0's quantile: 3.83304
[45] valid_0's poisson: -99.4138 valid_0's quantile: 3.83236
[46] valid_0's poisson: -99.517 valid_0's quantile: 3.82828
[47] valid_0's poisson: -99.5089 valid_0's quantile: 3.82246
[48] valid_0's poisson: -99.5276 valid_0's quantile: 3.8188
[49] valid_0's poisson: -99.5698 valid_0's quantile: 3.82183
[50] valid_0's poisson: -99.6812 valid_0's quantile: 3.81969
[51] valid_0's poisson: -99.7722 valid_0's quantile: 3.81449
[52] valid_0's poisson: -99.7989 valid_0's quantile: 3.80562
[53] valid_0's poisson: -99.8485 valid_0's quantile: 3.80633
[54] valid_0's poisson: -99.7637 valid_0's quantile: 3.8061
[55] valid_0's poisson: -99.8762 valid_0's quantile: 3.80152
[56] valid_0's poisson: -99.9418 valid_0's quantile: 3.76721
[57] valid_0's poisson: -99.8555 valid_0's quantile: 3.75373
[58] valid_0's poisson: -100.189 valid_0's quantile: 3.71854
[59] valid_0's poisson: -100.167 valid_0's quantile: 3.7235
[60] valid_0's poisson: -99.9688 valid_0's quantile: 3.72168
[61] valid_0's poisson: -99.9986 valid_0's quantile: 3.72474
[62] valid_0's poisson: -99.9494 valid_0's quantile: 3.71969
[63] valid_0's poisson: -99.9468 valid_0's quantile: 3.71896
[64] valid_0's poisson: -100.018 valid_0's quantile: 3.7169
[65] valid_0's poisson: -99.8655 valid_0's quantile: 3.72334
[66] valid_0's poisson: -99.9256 valid_0's quantile: 3.71861
[67] valid_0's poisson: -100.011 valid_0's quantile: 3.71465
[68] valid_0's poisson: -100.016 valid_0's quantile: 3.71466
[69] valid_0's poisson: -100.008 valid_0's quantile: 3.71726
[70] valid_0's poisson: -99.9604 valid_0's quantile: 3.71007
[71] valid_0's poisson: -99.9715 valid_0's quantile: 3.71511
[72] valid_0's poisson: -100.043 valid_0's quantile: 3.70562
[73] valid_0's poisson: -100.074 valid_0's quantile: 3.7082
[74] valid_0's poisson: -100.065 valid_0's quantile: 3.70944
[75] valid_0's poisson: -100.067 valid_0's quantile: 3.70815
[76] valid_0's poisson: -100.072 valid_0's quantile: 3.71019
[77] valid_0's poisson: -100.036 valid_0's quantile: 3.70388
[78] valid_0's poisson: -100.076 valid_0's quantile: 3.71911
[79] valid_0's poisson: -100.07 valid_0's quantile: 3.71856
[80] valid_0's poisson: -100.023 valid_0's quantile: 3.72009
[81] valid_0's poisson: -100.136 valid_0's quantile: 3.71863
[82] valid_0's poisson: -100.166 valid_0's quantile: 3.70998
[83] valid_0's poisson: -100.141 valid_0's quantile: 3.71328
[84] valid_0's poisson: -100.096 valid_0's quantile: 3.7123
[85] valid_0's poisson: -100.564 valid_0's quantile: 3.67731
[86] valid_0's poisson: -100.573 valid_0's quantile: 3.65923
[87] valid_0's poisson: -100.585 valid_0's quantile: 3.65714
[88] valid_0's poisson: -100.36 valid_0's quantile: 3.647
[89] valid_0's poisson: -100.554 valid_0's quantile: 3.6268
[90] valid_0's poisson: -100.612 valid_0's quantile: 3.62311
[91] valid_0's poisson: -100.619 valid_0's quantile: 3.62177
[92] valid_0's poisson: -100.588 valid_0's quantile: 3.62267
[93] valid_0's poisson: -100.593 valid_0's quantile: 3.62383
[94] valid_0's poisson: -100.596 valid_0's quantile: 3.61816
[95] valid_0's poisson: -100.605 valid_0's quantile: 3.61646
[96] valid_0's poisson: -100.571 valid_0's quantile: 3.61564
[97] valid_0's poisson: -100.555 valid_0's quantile: 3.61447
[98] valid_0's poisson: -100.586 valid_0's quantile: 3.61443
[99] valid_0's poisson: -100.66 valid_0's quantile: 3.61115
[100] valid_0's poisson: -100.636 valid_0's quantile: 3.61314
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -74.8731 valid_0's quantile: 8.14322
[2] valid_0's poisson: -88.2809 valid_0's quantile: 6.09936
[3] valid_0's poisson: -89.1901 valid_0's quantile: 5.87099
[4] valid_0's poisson: -89.6181 valid_0's quantile: 5.57509
[5] valid_0's poisson: -91.4679 valid_0's quantile: 5.28869
[6] valid_0's poisson: -89.9807 valid_0's quantile: 5.17515
[7] valid_0's poisson: -91.0569 valid_0's quantile: 5.08238
[8] valid_0's poisson: -95.0401 valid_0's quantile: 4.60946
[9] valid_0's poisson: -96.5399 valid_0's quantile: 4.5323
[10] valid_0's poisson: -95.6805 valid_0's quantile: 4.47472
[11] valid_0's poisson: -97.2994 valid_0's quantile: 4.34022
[12] valid_0's poisson: -97.1407 valid_0's quantile: 4.31804
[13] valid_0's poisson: -97.3778 valid_0's quantile: 4.27387
[14] valid_0's poisson: -97.4165 valid_0's quantile: 4.26262
[15] valid_0's poisson: -97.4528 valid_0's quantile: 4.24541
[16] valid_0's poisson: -97.4281 valid_0's quantile: 4.23876
[17] valid_0's poisson: -97.6635 valid_0's quantile: 4.21224
[18] valid_0's poisson: -97.8075 valid_0's quantile: 4.19954
[19] valid_0's poisson: -97.8403 valid_0's quantile: 4.18995
[20] valid_0's poisson: -97.8238 valid_0's quantile: 4.18067
[21] valid_0's poisson: -98.8966 valid_0's quantile: 4.0043
[22] valid_0's poisson: -98.954 valid_0's quantile: 3.98734
[23] valid_0's poisson: -98.9835 valid_0's quantile: 3.97093
[24] valid_0's poisson: -99.0406 valid_0's quantile: 3.96052
[25] valid_0's poisson: -99.0338 valid_0's quantile: 3.96136
[26] valid_0's poisson: -99.5139 valid_0's quantile: 3.91063
[27] valid_0's poisson: -99.4948 valid_0's quantile: 3.90559
[28] valid_0's poisson: -99.3965 valid_0's quantile: 3.86007
[29] valid_0's poisson: -99.3639 valid_0's quantile: 3.86081
[30] valid_0's poisson: -99.4033 valid_0's quantile: 3.86072
[31] valid_0's poisson: -99.4481 valid_0's quantile: 3.85686
[32] valid_0's poisson: -99.6124 valid_0's quantile: 3.84314
[33] valid_0's poisson: -99.6219 valid_0's quantile: 3.84077
[34] valid_0's poisson: -99.6574 valid_0's quantile: 3.83035
[35] valid_0's poisson: -99.9179 valid_0's quantile: 3.80568
[36] valid_0's poisson: -99.9034 valid_0's quantile: 3.80462
[37] valid_0's poisson: -100.027 valid_0's quantile: 3.79294
[38] valid_0's poisson: -99.9989 valid_0's quantile: 3.79082
[39] valid_0's poisson: -99.9509 valid_0's quantile: 3.79092
[40] valid_0's poisson: -99.9291 valid_0's quantile: 3.79202
[41] valid_0's poisson: -100.059 valid_0's quantile: 3.77826
[42] valid_0's poisson: -100.042 valid_0's quantile: 3.77695
[43] valid_0's poisson: -100.048 valid_0's quantile: 3.77671
[44] valid_0's poisson: -100.029 valid_0's quantile: 3.77586
[45] valid_0's poisson: -99.9521 valid_0's quantile: 3.78861
[46] valid_0's poisson: -100.487 valid_0's quantile: 3.75987
[47] valid_0's poisson: -100.309 valid_0's quantile: 3.73871
[48] valid_0's poisson: -100.356 valid_0's quantile: 3.73474
[49] valid_0's poisson: -100.252 valid_0's quantile: 3.71999
[50] valid_0's poisson: -100.28 valid_0's quantile: 3.71853
[51] valid_0's poisson: -100.36 valid_0's quantile: 3.71682
[52] valid_0's poisson: -100.578 valid_0's quantile: 3.70011
[53] valid_0's poisson: -100.607 valid_0's quantile: 3.69931
[54] valid_0's poisson: -100.421 valid_0's quantile: 3.69716
[55] valid_0's poisson: -100.357 valid_0's quantile: 3.6991
[56] valid_0's poisson: -100.392 valid_0's quantile: 3.69504
[57] valid_0's poisson: -100.369 valid_0's quantile: 3.69138
[58] valid_0's poisson: -100.367 valid_0's quantile: 3.69076
[59] valid_0's poisson: -100.35 valid_0's quantile: 3.69046
[60] valid_0's poisson: -100.36 valid_0's quantile: 3.69072
[61] valid_0's poisson: -100.385 valid_0's quantile: 3.69071
[62] valid_0's poisson: -100.472 valid_0's quantile: 3.69245
[63] valid_0's poisson: -100.472 valid_0's quantile: 3.69201
[64] valid_0's poisson: -100.552 valid_0's quantile: 3.69039
[65] valid_0's poisson: -100.536 valid_0's quantile: 3.69054
[66] valid_0's poisson: -100.417 valid_0's quantile: 3.68667
[67] valid_0's poisson: -100.538 valid_0's quantile: 3.68303
[68] valid_0's poisson: -100.481 valid_0's quantile: 3.68063
[69] valid_0's poisson: -100.553 valid_0's quantile: 3.67887
[70] valid_0's poisson: -100.553 valid_0's quantile: 3.6748
[71] valid_0's poisson: -100.5 valid_0's quantile: 3.66898
[72] valid_0's poisson: -100.614 valid_0's quantile: 3.6619
[73] valid_0's poisson: -100.82 valid_0's quantile: 3.63452
[74] valid_0's poisson: -100.789 valid_0's quantile: 3.62731
[75] valid_0's poisson: -100.806 valid_0's quantile: 3.62579
[76] valid_0's poisson: -100.809 valid_0's quantile: 3.62613
[77] valid_0's poisson: -100.809 valid_0's quantile: 3.62614
[78] valid_0's poisson: -100.933 valid_0's quantile: 3.62124
[79] valid_0's poisson: -100.955 valid_0's quantile: 3.62097
[80] valid_0's poisson: -100.917 valid_0's quantile: 3.6204
[81] valid_0's poisson: -100.968 valid_0's quantile: 3.62007
[82] valid_0's poisson: -100.87 valid_0's quantile: 3.61872
[83] valid_0's poisson: -100.834 valid_0's quantile: 3.61699
[84] valid_0's poisson: -100.806 valid_0's quantile: 3.61411
[85] valid_0's poisson: -100.848 valid_0's quantile: 3.61443
[86] valid_0's poisson: -100.835 valid_0's quantile: 3.61442
[87] valid_0's poisson: -100.917 valid_0's quantile: 3.61337
[88] valid_0's poisson: -100.918 valid_0's quantile: 3.61357
[89] valid_0's poisson: -101.118 valid_0's quantile: 3.59926
[90] valid_0's poisson: -101.123 valid_0's quantile: 3.59891
[91] valid_0's poisson: -101.072 valid_0's quantile: 3.5935
[92] valid_0's poisson: -101.146 valid_0's quantile: 3.59382
[93] valid_0's poisson: -101.064 valid_0's quantile: 3.59402
[94] valid_0's poisson: -101.063 valid_0's quantile: 3.60016
[95] valid_0's poisson: -101.118 valid_0's quantile: 3.59775
[96] valid_0's poisson: -101.158 valid_0's quantile: 3.5963
[97] valid_0's poisson: -101.21 valid_0's quantile: 3.58553
[98] valid_0's poisson: -101.192 valid_0's quantile: 3.57824
[99] valid_0's poisson: -101.161 valid_0's quantile: 3.57669
[100] valid_0's poisson: -101.197 valid_0's quantile: 3.57644
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -74.7983 valid_0's quantile: 8.14042
[2] valid_0's poisson: -88.297 valid_0's quantile: 6.13418
[3] valid_0's poisson: -89.0593 valid_0's quantile: 5.90512
[4] valid_0's poisson: -90.0049 valid_0's quantile: 5.56075
[5] valid_0's poisson: -90.643 valid_0's quantile: 5.19089
[6] valid_0's poisson: -90.0486 valid_0's quantile: 5.14466
[7] valid_0's poisson: -91.1334 valid_0's quantile: 5.05959
[8] valid_0's poisson: -95.4994 valid_0's quantile: 4.59535
[9] valid_0's poisson: -95.7754 valid_0's quantile: 4.53768
[10] valid_0's poisson: -97.5144 valid_0's quantile: 4.31913
[11] valid_0's poisson: -97.713 valid_0's quantile: 4.30603
[12] valid_0's poisson: -97.8359 valid_0's quantile: 4.2665
[13] valid_0's poisson: -97.6636 valid_0's quantile: 4.25768
[14] valid_0's poisson: -97.5704 valid_0's quantile: 4.24546
[15] valid_0's poisson: -98.0038 valid_0's quantile: 4.1799
[16] valid_0's poisson: -97.7185 valid_0's quantile: 4.17335
[17] valid_0's poisson: -97.7369 valid_0's quantile: 4.1686
[18] valid_0's poisson: -97.6617 valid_0's quantile: 4.16001
[19] valid_0's poisson: -97.852 valid_0's quantile: 4.13899
[20] valid_0's poisson: -98.0245 valid_0's quantile: 4.1022
[21] valid_0's poisson: -98.1224 valid_0's quantile: 4.08209
[22] valid_0's poisson: -98.4051 valid_0's quantile: 4.06036
[23] valid_0's poisson: -98.3806 valid_0's quantile: 4.05516
[24] valid_0's poisson: -98.5986 valid_0's quantile: 4.038
[25] valid_0's poisson: -98.6095 valid_0's quantile: 4.03539
[26] valid_0's poisson: -98.5409 valid_0's quantile: 4.03728
[27] valid_0's poisson: -98.8329 valid_0's quantile: 4.00575
[28] valid_0's poisson: -98.8921 valid_0's quantile: 4.00041
[29] valid_0's poisson: -99.0464 valid_0's quantile: 3.98277
[30] valid_0's poisson: -99.0578 valid_0's quantile: 3.97895
[31] valid_0's poisson: -99.1945 valid_0's quantile: 3.96803
[32] valid_0's poisson: -99.2235 valid_0's quantile: 3.96577
[33] valid_0's poisson: -99.2109 valid_0's quantile: 3.9654
[34] valid_0's poisson: -99.1233 valid_0's quantile: 3.95446
[35] valid_0's poisson: -99.2579 valid_0's quantile: 3.94836
[36] valid_0's poisson: -99.2826 valid_0's quantile: 3.94314
[37] valid_0's poisson: -99.2883 valid_0's quantile: 3.93177
[38] valid_0's poisson: -99.3172 valid_0's quantile: 3.92197
[39] valid_0's poisson: -99.2831 valid_0's quantile: 3.91915
[40] valid_0's poisson: -99.2793 valid_0's quantile: 3.92085
[41] valid_0's poisson: -99.124 valid_0's quantile: 3.90949
[42] valid_0's poisson: -99.3619 valid_0's quantile: 3.89344
[43] valid_0's poisson: -99.4631 valid_0's quantile: 3.88341
[44] valid_0's poisson: -99.416 valid_0's quantile: 3.87952
[45] valid_0's poisson: -99.3564 valid_0's quantile: 3.88947
[46] valid_0's poisson: -99.4498 valid_0's quantile: 3.88556
[47] valid_0's poisson: -99.3853 valid_0's quantile: 3.83497
[48] valid_0's poisson: -99.2708 valid_0's quantile: 3.8288
[49] valid_0's poisson: -99.4429 valid_0's quantile: 3.82272
[50] valid_0's poisson: -99.4395 valid_0's quantile: 3.82232
[51] valid_0's poisson: -99.4946 valid_0's quantile: 3.8237
[52] valid_0's poisson: -99.497 valid_0's quantile: 3.82148
[53] valid_0's poisson: -99.5175 valid_0's quantile: 3.82077
[54] valid_0's poisson: -99.5482 valid_0's quantile: 3.8231
[55] valid_0's poisson: -99.574 valid_0's quantile: 3.81924
[56] valid_0's poisson: -99.5273 valid_0's quantile: 3.81395
[57] valid_0's poisson: -99.6111 valid_0's quantile: 3.80711
[58] valid_0's poisson: -99.698 valid_0's quantile: 3.80215
[59] valid_0's poisson: -99.8583 valid_0's quantile: 3.79751
[60] valid_0's poisson: -99.7622 valid_0's quantile: 3.79729
[61] valid_0's poisson: -99.7736 valid_0's quantile: 3.7919
[62] valid_0's poisson: -99.7306 valid_0's quantile: 3.79079
[63] valid_0's poisson: -99.6982 valid_0's quantile: 3.78891
[64] valid_0's poisson: -99.7002 valid_0's quantile: 3.78704
[65] valid_0's poisson: -100.645 valid_0's quantile: 3.69573
[66] valid_0's poisson: -100.648 valid_0's quantile: 3.69618
[67] valid_0's poisson: -100.523 valid_0's quantile: 3.68006
[68] valid_0's poisson: -100.536 valid_0's quantile: 3.67156
[69] valid_0's poisson: -100.559 valid_0's quantile: 3.67121
[70] valid_0's poisson: -100.536 valid_0's quantile: 3.66876
[71] valid_0's poisson: -100.577 valid_0's quantile: 3.67224
[72] valid_0's poisson: -100.57 valid_0's quantile: 3.67046
[73] valid_0's poisson: -100.57 valid_0's quantile: 3.67089
[74] valid_0's poisson: -100.546 valid_0's quantile: 3.66928
[75] valid_0's poisson: -100.52 valid_0's quantile: 3.66815
[76] valid_0's poisson: -100.568 valid_0's quantile: 3.66148
[77] valid_0's poisson: -100.512 valid_0's quantile: 3.65843
[78] valid_0's poisson: -100.558 valid_0's quantile: 3.65916
[79] valid_0's poisson: -100.572 valid_0's quantile: 3.65889
[80] valid_0's poisson: -100.594 valid_0's quantile: 3.65981
[81] valid_0's poisson: -100.549 valid_0's quantile: 3.64402
[82] valid_0's poisson: -100.518 valid_0's quantile: 3.6391
[83] valid_0's poisson: -100.57 valid_0's quantile: 3.63801
[84] valid_0's poisson: -100.623 valid_0's quantile: 3.6358
[85] valid_0's poisson: -100.612 valid_0's quantile: 3.6357
[86] valid_0's poisson: -100.536 valid_0's quantile: 3.6289
[87] valid_0's poisson: -100.557 valid_0's quantile: 3.62722
[88] valid_0's poisson: -100.605 valid_0's quantile: 3.62395
[89] valid_0's poisson: -100.582 valid_0's quantile: 3.62619
[90] valid_0's poisson: -100.614 valid_0's quantile: 3.62239
[91] valid_0's poisson: -100.625 valid_0's quantile: 3.61514
[92] valid_0's poisson: -100.649 valid_0's quantile: 3.61456
[93] valid_0's poisson: -100.681 valid_0's quantile: 3.61346
[94] valid_0's poisson: -100.812 valid_0's quantile: 3.60034
[95] valid_0's poisson: -100.827 valid_0's quantile: 3.59888
[96] valid_0's poisson: -100.824 valid_0's quantile: 3.59558
[97] valid_0's poisson: -100.768 valid_0's quantile: 3.59117
[98] valid_0's poisson: -100.762 valid_0's quantile: 3.59142
[99] valid_0's poisson: -100.718 valid_0's quantile: 3.57599
[100] valid_0's poisson: -100.715 valid_0's quantile: 3.57714
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -78.8528 valid_0's quantile: 7.63161
[2] valid_0's poisson: -86.7841 valid_0's quantile: 6.07735
[3] valid_0's poisson: -88.2233 valid_0's quantile: 5.66619
[4] valid_0's poisson: -85.0822 valid_0's quantile: 5.52864
[5] valid_0's poisson: -90.3638 valid_0's quantile: 5.28889
[6] valid_0's poisson: -90.534 valid_0's quantile: 5.23819
[7] valid_0's poisson: -90.6549 valid_0's quantile: 5.17566
[8] valid_0's poisson: -90.4221 valid_0's quantile: 5.14841
[9] valid_0's poisson: -93.4131 valid_0's quantile: 4.93449
[10] valid_0's poisson: -95.2097 valid_0's quantile: 4.69213
[11] valid_0's poisson: -95.5583 valid_0's quantile: 4.62546
[12] valid_0's poisson: -95.7422 valid_0's quantile: 4.58657
[13] valid_0's poisson: -95.7109 valid_0's quantile: 4.56184
[14] valid_0's poisson: -95.4821 valid_0's quantile: 4.59647
[15] valid_0's poisson: -95.5427 valid_0's quantile: 4.5798
[16] valid_0's poisson: -95.4078 valid_0's quantile: 4.56886
[17] valid_0's poisson: -95.6066 valid_0's quantile: 4.54376
[18] valid_0's poisson: -96.3155 valid_0's quantile: 4.52505
[19] valid_0's poisson: -96.3553 valid_0's quantile: 4.5045
[20] valid_0's poisson: -96.1331 valid_0's quantile: 4.48901
[21] valid_0's poisson: -96.2812 valid_0's quantile: 4.47798
[22] valid_0's poisson: -96.3112 valid_0's quantile: 4.46737
[23] valid_0's poisson: -96.3835 valid_0's quantile: 4.45516
[24] valid_0's poisson: -96.5155 valid_0's quantile: 4.45077
[25] valid_0's poisson: -96.4139 valid_0's quantile: 4.43392
[26] valid_0's poisson: -96.4583 valid_0's quantile: 4.42887
[27] valid_0's poisson: -96.4906 valid_0's quantile: 4.42675
[28] valid_0's poisson: -96.3866 valid_0's quantile: 4.42284
[29] valid_0's poisson: -96.6135 valid_0's quantile: 4.38858
[30] valid_0's poisson: -96.5827 valid_0's quantile: 4.38271
[31] valid_0's poisson: -96.5537 valid_0's quantile: 4.37273
[32] valid_0's poisson: -96.757 valid_0's quantile: 4.36554
[33] valid_0's poisson: -96.6347 valid_0's quantile: 4.33922
[34] valid_0's poisson: -96.7062 valid_0's quantile: 4.3315
[35] valid_0's poisson: -96.6548 valid_0's quantile: 4.30547
[36] valid_0's poisson: -96.7866 valid_0's quantile: 4.2717
[37] valid_0's poisson: -96.8378 valid_0's quantile: 4.26979
[38] valid_0's poisson: -96.935 valid_0's quantile: 4.25559
[39] valid_0's poisson: -97.2677 valid_0's quantile: 4.20933
[40] valid_0's poisson: -97.4218 valid_0's quantile: 4.18407
[41] valid_0's poisson: -97.491 valid_0's quantile: 4.16677
[42] valid_0's poisson: -97.7995 valid_0's quantile: 4.15362
[43] valid_0's poisson: -97.9174 valid_0's quantile: 4.13676
[44] valid_0's poisson: -98.149 valid_0's quantile: 4.10439
[45] valid_0's poisson: -98.1355 valid_0's quantile: 4.10583
[46] valid_0's poisson: -99.0261 valid_0's quantile: 4.03613
[47] valid_0's poisson: -98.8526 valid_0's quantile: 4.02451
[48] valid_0's poisson: -98.9017 valid_0's quantile: 4.01572
[49] valid_0's poisson: -98.7495 valid_0's quantile: 3.98946
[50] valid_0's poisson: -98.7773 valid_0's quantile: 3.98087
[51] valid_0's poisson: -98.8983 valid_0's quantile: 3.94241
[52] valid_0's poisson: -98.9421 valid_0's quantile: 3.9493
[53] valid_0's poisson: -98.9342 valid_0's quantile: 3.94557
[54] valid_0's poisson: -99.0875 valid_0's quantile: 3.93726
[55] valid_0's poisson: -99.1549 valid_0's quantile: 3.94014
[56] valid_0's poisson: -99.0971 valid_0's quantile: 3.93742
[57] valid_0's poisson: -99.1547 valid_0's quantile: 3.88469
[58] valid_0's poisson: -99.2096 valid_0's quantile: 3.8709
[59] valid_0's poisson: -99.7439 valid_0's quantile: 3.85365
[60] valid_0's poisson: -99.6118 valid_0's quantile: 3.85291
[61] valid_0's poisson: -99.6247 valid_0's quantile: 3.8353
[62] valid_0's poisson: -99.6011 valid_0's quantile: 3.83535
[63] valid_0's poisson: -99.6451 valid_0's quantile: 3.82893
[64] valid_0's poisson: -99.6571 valid_0's quantile: 3.82752
[65] valid_0's poisson: -99.657 valid_0's quantile: 3.82791
[66] valid_0's poisson: -99.6537 valid_0's quantile: 3.82858
[67] valid_0's poisson: -99.6221 valid_0's quantile: 3.82923
[68] valid_0's poisson: -99.5819 valid_0's quantile: 3.82304
[69] valid_0's poisson: -99.5651 valid_0's quantile: 3.81397
[70] valid_0's poisson: -99.5764 valid_0's quantile: 3.81286
[71] valid_0's poisson: -99.6026 valid_0's quantile: 3.8101
[72] valid_0's poisson: -99.6417 valid_0's quantile: 3.80905
[73] valid_0's poisson: -99.6372 valid_0's quantile: 3.79933
[74] valid_0's poisson: -99.6529 valid_0's quantile: 3.80075
[75] valid_0's poisson: -99.6741 valid_0's quantile: 3.78295
[76] valid_0's poisson: -99.7385 valid_0's quantile: 3.78274
[77] valid_0's poisson: -99.6913 valid_0's quantile: 3.77473
[78] valid_0's poisson: -99.696 valid_0's quantile: 3.76415
[79] valid_0's poisson: -99.7257 valid_0's quantile: 3.75868
[80] valid_0's poisson: -99.8595 valid_0's quantile: 3.71237
[81] valid_0's poisson: -99.8897 valid_0's quantile: 3.7164
[82] valid_0's poisson: -99.8544 valid_0's quantile: 3.71805
[83] valid_0's poisson: -99.868 valid_0's quantile: 3.70091
[84] valid_0's poisson: -99.8813 valid_0's quantile: 3.69712
[85] valid_0's poisson: -100.017 valid_0's quantile: 3.69072
[86] valid_0's poisson: -99.9798 valid_0's quantile: 3.68884
[87] valid_0's poisson: -99.9966 valid_0's quantile: 3.68659
[88] valid_0's poisson: -100.008 valid_0's quantile: 3.68456
[89] valid_0's poisson: -100.072 valid_0's quantile: 3.67697
[90] valid_0's poisson: -100.062 valid_0's quantile: 3.67839
[91] valid_0's poisson: -100.061 valid_0's quantile: 3.68199
[92] valid_0's poisson: -100.061 valid_0's quantile: 3.68212
[93] valid_0's poisson: -100.015 valid_0's quantile: 3.68218
[94] valid_0's poisson: -99.99 valid_0's quantile: 3.67507
[95] valid_0's poisson: -100.025 valid_0's quantile: 3.67452
[96] valid_0's poisson: -100.02 valid_0's quantile: 3.67115
[97] valid_0's poisson: -100.07 valid_0's quantile: 3.66314
[98] valid_0's poisson: -100.102 valid_0's quantile: 3.6632
[99] valid_0's poisson: -100.09 valid_0's quantile: 3.6635
[100] valid_0's poisson: -100.084 valid_0's quantile: 3.6633
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -75.2253 valid_0's quantile: 8.05886
[2] valid_0's poisson: -87.8605 valid_0's quantile: 6.12995
[3] valid_0's poisson: -88.549 valid_0's quantile: 5.94482
[4] valid_0's poisson: -89.6923 valid_0's quantile: 5.56428
[5] valid_0's poisson: -91.0974 valid_0's quantile: 5.22306
[6] valid_0's poisson: -91.0535 valid_0's quantile: 5.15574
[7] valid_0's poisson: -91.7395 valid_0's quantile: 5.04503
[8] valid_0's poisson: -91.8909 valid_0's quantile: 5.03864
[9] valid_0's poisson: -96.8101 valid_0's quantile: 4.53388
[10] valid_0's poisson: -97.0931 valid_0's quantile: 4.5092
[11] valid_0's poisson: -96.8552 valid_0's quantile: 4.46417
[12] valid_0's poisson: -96.859 valid_0's quantile: 4.44084
[13] valid_0's poisson: -96.8913 valid_0's quantile: 4.43289
[14] valid_0's poisson: -97.466 valid_0's quantile: 4.38052
[15] valid_0's poisson: -97.7487 valid_0's quantile: 4.34288
[16] valid_0's poisson: -97.6653 valid_0's quantile: 4.33408
[17] valid_0's poisson: -97.6112 valid_0's quantile: 4.32952
[18] valid_0's poisson: -97.7209 valid_0's quantile: 4.31683
[19] valid_0's poisson: -98.5235 valid_0's quantile: 4.21655
[20] valid_0's poisson: -98.3185 valid_0's quantile: 4.21149
[21] valid_0's poisson: -98.4034 valid_0's quantile: 4.18331
[22] valid_0's poisson: -98.3112 valid_0's quantile: 4.17503
[23] valid_0's poisson: -98.3703 valid_0's quantile: 4.17042
[24] valid_0's poisson: -98.3987 valid_0's quantile: 4.16926
[25] valid_0's poisson: -98.3958 valid_0's quantile: 4.16924
[26] valid_0's poisson: -98.3877 valid_0's quantile: 4.16339
[27] valid_0's poisson: -98.9548 valid_0's quantile: 4.09937
[28] valid_0's poisson: -98.9043 valid_0's quantile: 4.09188
[29] valid_0's poisson: -98.9668 valid_0's quantile: 4.09017
[30] valid_0's poisson: -98.7954 valid_0's quantile: 4.04723
[31] valid_0's poisson: -99.1621 valid_0's quantile: 4.03585
[32] valid_0's poisson: -99.0051 valid_0's quantile: 4.02943
[33] valid_0's poisson: -99.1451 valid_0's quantile: 4.02779
[34] valid_0's poisson: -99.2347 valid_0's quantile: 4.02252
[35] valid_0's poisson: -99.2141 valid_0's quantile: 4.01989
[36] valid_0's poisson: -99.208 valid_0's quantile: 4.01609
[37] valid_0's poisson: -99.2169 valid_0's quantile: 4.00048
[38] valid_0's poisson: -99.2439 valid_0's quantile: 3.98198
[39] valid_0's poisson: -99.2741 valid_0's quantile: 3.98222
[40] valid_0's poisson: -99.3765 valid_0's quantile: 3.97139
[41] valid_0's poisson: -99.3482 valid_0's quantile: 3.97252
[42] valid_0's poisson: -99.2496 valid_0's quantile: 3.98386
[43] valid_0's poisson: -99.2704 valid_0's quantile: 3.98173
[44] valid_0's poisson: -99.3476 valid_0's quantile: 3.98001
[45] valid_0's poisson: -99.326 valid_0's quantile: 3.97699
[46] valid_0's poisson: -99.061 valid_0's quantile: 3.96563
[47] valid_0's poisson: -99.0771 valid_0's quantile: 3.94101
[48] valid_0's poisson: -99.2258 valid_0's quantile: 3.94001
[49] valid_0's poisson: -99.1817 valid_0's quantile: 3.93705
[50] valid_0's poisson: -99.1674 valid_0's quantile: 3.92692
[51] valid_0's poisson: -99.2707 valid_0's quantile: 3.91922
[52] valid_0's poisson: -99.2879 valid_0's quantile: 3.91718
[53] valid_0's poisson: -99.2574 valid_0's quantile: 3.91374
[54] valid_0's poisson: -99.2615 valid_0's quantile: 3.91005
[55] valid_0's poisson: -99.2948 valid_0's quantile: 3.91012
[56] valid_0's poisson: -99.0031 valid_0's quantile: 3.90666
[57] valid_0's poisson: -99.0341 valid_0's quantile: 3.9059
[58] valid_0's poisson: -99.048 valid_0's quantile: 3.90246
[59] valid_0's poisson: -99.1908 valid_0's quantile: 3.88797
[60] valid_0's poisson: -99.1395 valid_0's quantile: 3.88785
[61] valid_0's poisson: -99.1911 valid_0's quantile: 3.88017
[62] valid_0's poisson: -99.2986 valid_0's quantile: 3.87759
[63] valid_0's poisson: -99.308 valid_0's quantile: 3.86557
[64] valid_0's poisson: -99.3149 valid_0's quantile: 3.86454
[65] valid_0's poisson: -99.3888 valid_0's quantile: 3.85918
[66] valid_0's poisson: -99.3789 valid_0's quantile: 3.86012
[67] valid_0's poisson: -99.5303 valid_0's quantile: 3.84566
[68] valid_0's poisson: -99.5464 valid_0's quantile: 3.84398
[69] valid_0's poisson: -99.5192 valid_0's quantile: 3.84144
[70] valid_0's poisson: -99.4023 valid_0's quantile: 3.83881
[71] valid_0's poisson: -99.4892 valid_0's quantile: 3.83746
[72] valid_0's poisson: -99.4917 valid_0's quantile: 3.83167
[73] valid_0's poisson: -99.4913 valid_0's quantile: 3.83122
[74] valid_0's poisson: -99.4974 valid_0's quantile: 3.83007
[75] valid_0's poisson: -99.5046 valid_0's quantile: 3.81409
[76] valid_0's poisson: -99.5531 valid_0's quantile: 3.81106
[77] valid_0's poisson: -99.7887 valid_0's quantile: 3.79739
[78] valid_0's poisson: -99.7758 valid_0's quantile: 3.78973
[79] valid_0's poisson: -99.8874 valid_0's quantile: 3.77437
[80] valid_0's poisson: -99.9205 valid_0's quantile: 3.76722
[81] valid_0's poisson: -99.9138 valid_0's quantile: 3.76547
[82] valid_0's poisson: -99.8958 valid_0's quantile: 3.76926
[83] valid_0's poisson: -99.9785 valid_0's quantile: 3.76845
[84] valid_0's poisson: -99.9108 valid_0's quantile: 3.76754
[85] valid_0's poisson: -99.919 valid_0's quantile: 3.77784
[86] valid_0's poisson: -99.9582 valid_0's quantile: 3.77846
[87] valid_0's poisson: -100.016 valid_0's quantile: 3.77933
[88] valid_0's poisson: -99.9622 valid_0's quantile: 3.78017
[89] valid_0's poisson: -99.922 valid_0's quantile: 3.77972
[90] valid_0's poisson: -99.8385 valid_0's quantile: 3.78196
[91] valid_0's poisson: -99.7881 valid_0's quantile: 3.78045
[92] valid_0's poisson: -99.7909 valid_0's quantile: 3.77956
[93] valid_0's poisson: -99.7998 valid_0's quantile: 3.78094
[94] valid_0's poisson: -99.8277 valid_0's quantile: 3.77223
[95] valid_0's poisson: -99.9912 valid_0's quantile: 3.75563
[96] valid_0's poisson: -99.911 valid_0's quantile: 3.75346
[97] valid_0's poisson: -99.9704 valid_0's quantile: 3.74428
[98] valid_0's poisson: -100.049 valid_0's quantile: 3.74048
[99] valid_0's poisson: -100.055 valid_0's quantile: 3.74145
[100] valid_0's poisson: -100.053 valid_0's quantile: 3.74229
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -62.4643 valid_0's quantile: 11.5903
[2] valid_0's poisson: -62.7152 valid_0's quantile: 11.4897
[3] valid_0's poisson: -63.0495 valid_0's quantile: 11.3819
[4] valid_0's poisson: -63.3741 valid_0's quantile: 11.2778
[5] valid_0's poisson: -63.6895 valid_0's quantile: 11.1761
[6] valid_0's poisson: -63.996 valid_0's quantile: 11.078
[7] valid_0's poisson: -64.294 valid_0's quantile: 10.9828
[8] valid_0's poisson: -64.6629 valid_0's quantile: 10.872
[9] valid_0's poisson: -64.9455 valid_0's quantile: 10.7732
[10] valid_0's poisson: -65.1899 valid_0's quantile: 10.6904
[11] valid_0's poisson: -65.5007 valid_0's quantile: 10.5926
[12] valid_0's poisson: -65.7658 valid_0's quantile: 10.5022
[13] valid_0's poisson: -66.0468 valid_0's quantile: 10.4221
[14] valid_0's poisson: -66.3846 valid_0's quantile: 10.3285
[15] valid_0's poisson: -66.6526 valid_0's quantile: 10.2517
[16] valid_0's poisson: -66.9141 valid_0's quantile: 10.1769
[17] valid_0's poisson: -67.2681 valid_0's quantile: 10.0852
[18] valid_0's poisson: -67.6141 valid_0's quantile: 9.99643
[19] valid_0's poisson: -67.9524 valid_0's quantile: 9.90974
[20] valid_0's poisson: -68.2833 valid_0's quantile: 9.82527
[21] valid_0's poisson: -68.5753 valid_0's quantile: 9.75599
[22] valid_0's poisson: -68.8984 valid_0's quantile: 9.67539
[23] valid_0's poisson: -69.2145 valid_0's quantile: 9.59763
[24] valid_0's poisson: -69.5238 valid_0's quantile: 9.52241
[25] valid_0's poisson: -69.8069 valid_0's quantile: 9.45705
[26] valid_0's poisson: -70.1085 valid_0's quantile: 9.38419
[27] valid_0's poisson: -70.4037 valid_0's quantile: 9.31282
[28] valid_0's poisson: -70.6927 valid_0's quantile: 9.24299
[29] valid_0's poisson: -70.9934 valid_0's quantile: 9.17726
[30] valid_0's poisson: -71.2532 valid_0's quantile: 9.11063
[31] valid_0's poisson: -71.5287 valid_0's quantile: 9.04987
[32] valid_0's poisson: -71.7925 valid_0's quantile: 8.98461
[33] valid_0's poisson: -72.0854 valid_0's quantile: 8.92319
[34] valid_0's poisson: -72.3831 valid_0's quantile: 8.86458
[35] valid_0's poisson: -72.6366 valid_0's quantile: 8.80288
[36] valid_0's poisson: -72.8814 valid_0's quantile: 8.74307
[37] valid_0's poisson: -73.1661 valid_0's quantile: 8.68805
[38] valid_0's poisson: -73.4171 valid_0's quantile: 8.63472
[39] valid_0's poisson: -73.754 valid_0's quantile: 8.57786
[40] valid_0's poisson: -73.9913 valid_0's quantile: 8.52121
[41] valid_0's poisson: -74.3193 valid_0's quantile: 8.4663
[42] valid_0's poisson: -74.5903 valid_0's quantile: 8.41489
[43] valid_0's poisson: -74.8155 valid_0's quantile: 8.36064
[44] valid_0's poisson: -75.0362 valid_0's quantile: 8.30747
[45] valid_0's poisson: -75.2758 valid_0's quantile: 8.25743
[46] valid_0's poisson: -75.5105 valid_0's quantile: 8.20839
[47] valid_0's poisson: -75.8179 valid_0's quantile: 8.15752
[48] valid_0's poisson: -76.1195 valid_0's quantile: 8.10769
[49] valid_0's poisson: -76.4155 valid_0's quantile: 8.05875
[50] valid_0's poisson: -76.6636 valid_0's quantile: 8.01244
[51] valid_0's poisson: -76.8653 valid_0's quantile: 7.96288
[52] valid_0's poisson: -77.1502 valid_0's quantile: 7.91592
[53] valid_0's poisson: -77.3881 valid_0's quantile: 7.87188
[54] valid_0's poisson: -77.5779 valid_0's quantile: 7.82422
[55] valid_0's poisson: -77.8515 valid_0's quantile: 7.77952
[56] valid_0's poisson: -78.0386 valid_0's quantile: 7.733
[57] valid_0's poisson: -78.3052 valid_0's quantile: 7.68981
[58] valid_0's poisson: -78.4832 valid_0's quantile: 7.6448
[59] valid_0's poisson: -78.7029 valid_0's quantile: 7.60441
[60] valid_0's poisson: -78.8746 valid_0's quantile: 7.56136
[61] valid_0's poisson: -79.047 valid_0's quantile: 7.51896
[62] valid_0's poisson: -79.2579 valid_0's quantile: 7.48134
[63] valid_0's poisson: -79.5069 valid_0's quantile: 7.4413
[64] valid_0's poisson: -79.6716 valid_0's quantile: 7.40022
[65] valid_0's poisson: -79.833 valid_0's quantile: 7.36026
[66] valid_0's poisson: -80.0799 valid_0's quantile: 7.32175
[67] valid_0's poisson: -80.2771 valid_0's quantile: 7.28705
[68] valid_0's poisson: -80.4307 valid_0's quantile: 7.2489
[69] valid_0's poisson: -80.6687 valid_0's quantile: 7.2119
[70] valid_0's poisson: -80.9024 valid_0's quantile: 7.17575
[71] valid_0's poisson: -81.0495 valid_0's quantile: 7.1389
[72] valid_0's poisson: -81.2778 valid_0's quantile: 7.10382
[73] valid_0's poisson: -81.435 valid_0's quantile: 7.06675
[74] valid_0's poisson: -81.6717 valid_0's quantile: 7.03133
[75] valid_0's poisson: -81.9041 valid_0's quantile: 6.99678
[76] valid_0's poisson: -82.0973 valid_0's quantile: 6.96426
[77] valid_0's poisson: -82.2809 valid_0's quantile: 6.93263
[78] valid_0's poisson: -82.427 valid_0's quantile: 6.89762
[79] valid_0's poisson: -82.6201 valid_0's quantile: 6.86606
[80] valid_0's poisson: -82.8013 valid_0's quantile: 6.83627
[81] valid_0's poisson: -83.0185 valid_0's quantile: 6.80401
[82] valid_0's poisson: -83.1949 valid_0's quantile: 6.77507
[83] valid_0's poisson: -83.3312 valid_0's quantile: 6.74232
[84] valid_0's poisson: -83.5406 valid_0's quantile: 6.7114
[85] valid_0's poisson: -83.7408 valid_0's quantile: 6.68086
[86] valid_0's poisson: -83.9159 valid_0's quantile: 6.6522
[87] valid_0's poisson: -84.0453 valid_0's quantile: 6.62118
[88] valid_0's poisson: -84.243 valid_0's quantile: 6.59217
[89] valid_0's poisson: -84.3682 valid_0's quantile: 6.56207
[90] valid_0's poisson: -84.5659 valid_0's quantile: 6.53205
[91] valid_0's poisson: -84.7616 valid_0's quantile: 6.50255
[92] valid_0's poisson: -84.9188 valid_0's quantile: 6.4696
[93] valid_0's poisson: -85.1017 valid_0's quantile: 6.44249
[94] valid_0's poisson: -85.2503 valid_0's quantile: 6.41093
[95] valid_0's poisson: -85.4044 valid_0's quantile: 6.38581
[96] valid_0's poisson: -85.587 valid_0's quantile: 6.35851
[97] valid_0's poisson: -85.7366 valid_0's quantile: 6.33415
[98] valid_0's poisson: -85.8772 valid_0's quantile: 6.30473
[99] valid_0's poisson: -86.0295 valid_0's quantile: 6.28009
[100] valid_0's poisson: -86.1658 valid_0's quantile: 6.25186
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -62.4627 valid_0's quantile: 11.5896
[2] valid_0's poisson: -62.7548 valid_0's quantile: 11.4846
[3] valid_0's poisson: -63.0989 valid_0's quantile: 11.3751
[4] valid_0's poisson: -63.4332 valid_0's quantile: 11.2694
[5] valid_0's poisson: -63.758 valid_0's quantile: 11.1662
[6] valid_0's poisson: -64.0196 valid_0's quantile: 11.073
[7] valid_0's poisson: -64.3282 valid_0's quantile: 10.9763
[8] valid_0's poisson: -64.5783 valid_0's quantile: 10.8891
[9] valid_0's poisson: -64.8709 valid_0's quantile: 10.7984
[10] valid_0's poisson: -65.1558 valid_0's quantile: 10.7108
[11] valid_0's poisson: -65.4737 valid_0's quantile: 10.6121
[12] valid_0's poisson: -65.8299 valid_0's quantile: 10.5111
[13] valid_0's poisson: -66.1738 valid_0's quantile: 10.4129
[14] valid_0's poisson: -66.5091 valid_0's quantile: 10.3171
[15] valid_0's poisson: -66.8362 valid_0's quantile: 10.2246
[16] valid_0's poisson: -67.0897 valid_0's quantile: 10.1499
[17] valid_0's poisson: -67.4038 valid_0's quantile: 10.0625
[18] valid_0's poisson: -67.7103 valid_0's quantile: 9.97785
[19] valid_0's poisson: -68.0095 valid_0's quantile: 9.89517
[20] valid_0's poisson: -68.3491 valid_0's quantile: 9.81792
[21] valid_0's poisson: -68.6833 valid_0's quantile: 9.7339
[22] valid_0's poisson: -69.0103 valid_0's quantile: 9.65312
[23] valid_0's poisson: -69.3301 valid_0's quantile: 9.5752
[24] valid_0's poisson: -69.643 valid_0's quantile: 9.49916
[25] valid_0's poisson: -69.959 valid_0's quantile: 9.42932
[26] valid_0's poisson: -70.2586 valid_0's quantile: 9.35558
[27] valid_0's poisson: -70.5417 valid_0's quantile: 9.29059
[28] valid_0's poisson: -70.8132 valid_0's quantile: 9.2199
[29] valid_0's poisson: -71.0933 valid_0's quantile: 9.14952
[30] valid_0's poisson: -71.3928 valid_0's quantile: 9.08601
[31] valid_0's poisson: -71.6667 valid_0's quantile: 9.0185
[32] valid_0's poisson: -71.9398 valid_0's quantile: 8.9528
[33] valid_0's poisson: -72.2315 valid_0's quantile: 8.89217
[34] valid_0's poisson: -72.4932 valid_0's quantile: 8.82873
[35] valid_0's poisson: -72.7543 valid_0's quantile: 8.76748
[36] valid_0's poisson: -73.0378 valid_0's quantile: 8.71022
[37] valid_0's poisson: -73.2943 valid_0's quantile: 8.65577
[38] valid_0's poisson: -73.5437 valid_0's quantile: 8.59671
[39] valid_0's poisson: -73.8848 valid_0's quantile: 8.53868
[40] valid_0's poisson: -74.2195 valid_0's quantile: 8.48191
[41] valid_0's poisson: -74.4576 valid_0's quantile: 8.42511
[42] valid_0's poisson: -74.7809 valid_0's quantile: 8.36979
[43] valid_0's poisson: -75.0116 valid_0's quantile: 8.31465
[44] valid_0's poisson: -75.3247 valid_0's quantile: 8.26095
[45] valid_0's poisson: -75.5485 valid_0's quantile: 8.20741
[46] valid_0's poisson: -75.7678 valid_0's quantile: 8.15521
[47] valid_0's poisson: -76.0707 valid_0's quantile: 8.10434
[48] valid_0's poisson: -76.3653 valid_0's quantile: 8.05448
[49] valid_0's poisson: -76.627 valid_0's quantile: 8.00575
[50] valid_0's poisson: -76.8353 valid_0's quantile: 7.9558
[51] valid_0's poisson: -77.0395 valid_0's quantile: 7.90677
[52] valid_0's poisson: -77.3222 valid_0's quantile: 7.85978
[53] valid_0's poisson: -77.5698 valid_0's quantile: 7.81417
[54] valid_0's poisson: -77.8432 valid_0's quantile: 7.7689
[55] valid_0's poisson: -78.0832 valid_0's quantile: 7.72482
[56] valid_0's poisson: -78.2716 valid_0's quantile: 7.67848
[57] valid_0's poisson: -78.5329 valid_0's quantile: 7.63421
[58] valid_0's poisson: -78.7864 valid_0's quantile: 7.59109
[59] valid_0's poisson: -79.0144 valid_0's quantile: 7.54985
[60] valid_0's poisson: -79.264 valid_0's quantile: 7.50865
[61] valid_0's poisson: -79.4406 valid_0's quantile: 7.46536
[62] valid_0's poisson: -79.683 valid_0's quantile: 7.42539
[63] valid_0's poisson: -79.8517 valid_0's quantile: 7.38342
[64] valid_0's poisson: -80.0846 valid_0's quantile: 7.34516
[65] valid_0's poisson: -80.251 valid_0's quantile: 7.30434
[66] valid_0's poisson: -80.4599 valid_0's quantile: 7.26725
[67] valid_0's poisson: -80.6835 valid_0's quantile: 7.23053
[68] valid_0's poisson: -80.8869 valid_0's quantile: 7.19451
[69] valid_0's poisson: -81.0439 valid_0's quantile: 7.15573
[70] valid_0's poisson: -81.2143 valid_0's quantile: 7.11613
[71] valid_0's poisson: -81.4284 valid_0's quantile: 7.08137
[72] valid_0's poisson: -81.5939 valid_0's quantile: 7.04294
[73] valid_0's poisson: -81.8204 valid_0's quantile: 7.0082
[74] valid_0's poisson: -81.9808 valid_0's quantile: 6.97101
[75] valid_0's poisson: -82.2018 valid_0's quantile: 6.93738
[76] valid_0's poisson: -82.3575 valid_0's quantile: 6.90142
[77] valid_0's poisson: -82.5732 valid_0's quantile: 6.86904
[78] valid_0's poisson: -82.7864 valid_0's quantile: 6.83633
[79] valid_0's poisson: -82.9798 valid_0's quantile: 6.80366
[80] valid_0's poisson: -83.1266 valid_0's quantile: 6.7695
[81] valid_0's poisson: -83.33 valid_0's quantile: 6.73901
[82] valid_0's poisson: -83.5296 valid_0's quantile: 6.70925
[83] valid_0's poisson: -83.7128 valid_0's quantile: 6.67844
[84] valid_0's poisson: -83.918 valid_0's quantile: 6.64623
[85] valid_0's poisson: -84.0554 valid_0's quantile: 6.61396
[86] valid_0's poisson: -84.1925 valid_0's quantile: 6.58293
[87] valid_0's poisson: -84.3675 valid_0's quantile: 6.55401
[88] valid_0's poisson: -84.5605 valid_0's quantile: 6.52364
[89] valid_0's poisson: -84.7172 valid_0's quantile: 6.48918
[90] valid_0's poisson: -84.8709 valid_0's quantile: 6.45555
[91] valid_0's poisson: -85.0412 valid_0's quantile: 6.42795
[92] valid_0's poisson: -85.2245 valid_0's quantile: 6.39994
[93] valid_0's poisson: -85.3521 valid_0's quantile: 6.37197
[94] valid_0's poisson: -85.5168 valid_0's quantile: 6.34586
[95] valid_0's poisson: -85.6785 valid_0's quantile: 6.32054
[96] valid_0's poisson: -85.8373 valid_0's quantile: 6.29598
[97] valid_0's poisson: -85.9783 valid_0's quantile: 6.26612
[98] valid_0's poisson: -86.1332 valid_0's quantile: 6.24236
[99] valid_0's poisson: -86.2994 valid_0's quantile: 6.21786
[100] valid_0's poisson: -86.4334 valid_0's quantile: 6.18966
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -63.0893 valid_0's quantile: 11.5787
[2] valid_0's poisson: -63.3752 valid_0's quantile: 11.4712
[3] valid_0's poisson: -63.605 valid_0's quantile: 11.3703
[4] valid_0's poisson: -63.873 valid_0's quantile: 11.2691
[5] valid_0's poisson: -64.1943 valid_0's quantile: 11.1633
[6] valid_0's poisson: -64.5063 valid_0's quantile: 11.0612
[7] valid_0's poisson: -64.7092 valid_0's quantile: 10.9727
[8] valid_0's poisson: -64.9053 valid_0's quantile: 10.8882
[9] valid_0's poisson: -65.1951 valid_0's quantile: 10.7952
[10] valid_0's poisson: -65.5631 valid_0's quantile: 10.683
[11] valid_0's poisson: -65.8293 valid_0's quantile: 10.5851
[12] valid_0's poisson: -66.0137 valid_0's quantile: 10.511
[13] valid_0's poisson: -66.2328 valid_0's quantile: 10.4357
[14] valid_0's poisson: -66.5219 valid_0's quantile: 10.3412
[15] valid_0's poisson: -66.8032 valid_0's quantile: 10.2495
[16] valid_0's poisson: -67.0769 valid_0's quantile: 10.1609
[17] valid_0's poisson: -67.4295 valid_0's quantile: 10.0784
[18] valid_0's poisson: -67.7701 valid_0's quantile: 9.98509
[19] valid_0's poisson: -68.1026 valid_0's quantile: 9.89456
[20] valid_0's poisson: -68.4275 valid_0's quantile: 9.8064
[21] valid_0's poisson: -68.7449 valid_0's quantile: 9.72083
[22] valid_0's poisson: -69.0135 valid_0's quantile: 9.65203
[23] valid_0's poisson: -69.3178 valid_0's quantile: 9.57151
[24] valid_0's poisson: -69.6153 valid_0's quantile: 9.49397
[25] valid_0's poisson: -69.8986 valid_0's quantile: 9.42722
[26] valid_0's poisson: -70.1868 valid_0's quantile: 9.35264
[27] valid_0's poisson: -70.4584 valid_0's quantile: 9.28781
[28] valid_0's poisson: -70.738 valid_0's quantile: 9.21604
[29] valid_0's poisson: -71.0384 valid_0's quantile: 9.15044
[30] valid_0's poisson: -71.3085 valid_0's quantile: 9.08166
[31] valid_0's poisson: -71.5677 valid_0's quantile: 9.02166
[32] valid_0's poisson: -71.8265 valid_0's quantile: 8.95477
[33] valid_0's poisson: -72.0833 valid_0's quantile: 8.88991
[34] valid_0's poisson: -72.3411 valid_0's quantile: 8.8334
[35] valid_0's poisson: -72.5903 valid_0's quantile: 8.7711
[36] valid_0's poisson: -72.9376 valid_0's quantile: 8.71064
[37] valid_0's poisson: -73.2783 valid_0's quantile: 8.65162
[38] valid_0's poisson: -73.5115 valid_0's quantile: 8.59142
[39] valid_0's poisson: -73.8415 valid_0's quantile: 8.53436
[40] valid_0's poisson: -74.0732 valid_0's quantile: 8.47632
[41] valid_0's poisson: -74.3 valid_0's quantile: 8.4192
[42] valid_0's poisson: -74.5503 valid_0's quantile: 8.36673
[43] valid_0's poisson: -74.8646 valid_0's quantile: 8.31276
[44] valid_0's poisson: -75.079 valid_0's quantile: 8.25772
[45] valid_0's poisson: -75.3894 valid_0's quantile: 8.20579
[46] valid_0's poisson: -75.5957 valid_0's quantile: 8.15259
[47] valid_0's poisson: -75.7976 valid_0's quantile: 8.1004
[48] valid_0's poisson: -75.9953 valid_0's quantile: 8.04914
[49] valid_0's poisson: -76.2926 valid_0's quantile: 7.99974
[50] valid_0's poisson: -76.5795 valid_0's quantile: 7.95104
[51] valid_0's poisson: -76.861 valid_0's quantile: 7.90383
[52] valid_0's poisson: -77.0485 valid_0's quantile: 7.855
[53] valid_0's poisson: -77.2322 valid_0's quantile: 7.80728
[54] valid_0's poisson: -77.5025 valid_0's quantile: 7.76233
[55] valid_0's poisson: -77.6802 valid_0's quantile: 7.71623
[56] valid_0's poisson: -77.9127 valid_0's quantile: 7.67342
[57] valid_0's poisson: -78.1723 valid_0's quantile: 7.63001
[58] valid_0's poisson: -78.3975 valid_0's quantile: 7.58829
[59] valid_0's poisson: -78.6184 valid_0's quantile: 7.54736
[60] valid_0's poisson: -78.7825 valid_0's quantile: 7.50418
[61] valid_0's poisson: -79.03 valid_0's quantile: 7.46283
[62] valid_0's poisson: -79.1891 valid_0's quantile: 7.42118
[63] valid_0's poisson: -79.4301 valid_0's quantile: 7.38163
[64] valid_0's poisson: -79.6667 valid_0's quantile: 7.34311
[65] valid_0's poisson: -79.8189 valid_0's quantile: 7.30286
[66] valid_0's poisson: -80.048 valid_0's quantile: 7.26547
[67] valid_0's poisson: -80.1949 valid_0's quantile: 7.22657
[68] valid_0's poisson: -80.423 valid_0's quantile: 7.19078
[69] valid_0's poisson: -80.6196 valid_0's quantile: 7.15529
[70] valid_0's poisson: -80.7598 valid_0's quantile: 7.1181
[71] valid_0's poisson: -80.8972 valid_0's quantile: 7.08202
[72] valid_0's poisson: -81.1349 valid_0's quantile: 7.04626
[73] valid_0's poisson: -81.3214 valid_0's quantile: 7.01302
[74] valid_0's poisson: -81.5294 valid_0's quantile: 6.9733
[75] valid_0's poisson: -81.7593 valid_0's quantile: 6.93851
[76] valid_0's poisson: -81.9069 valid_0's quantile: 6.90233
[77] valid_0's poisson: -82.1308 valid_0's quantile: 6.86845
[78] valid_0's poisson: -82.3258 valid_0's quantile: 6.83546
[79] valid_0's poisson: -82.4664 valid_0's quantile: 6.80111
[80] valid_0's poisson: -82.6798 valid_0's quantile: 6.76896
[81] valid_0's poisson: -82.8663 valid_0's quantile: 6.73739
[82] valid_0's poisson: -83.0742 valid_0's quantile: 6.70621
[83] valid_0's poisson: -83.2553 valid_0's quantile: 6.67553
[84] valid_0's poisson: -83.3858 valid_0's quantile: 6.64337
[85] valid_0's poisson: -83.5689 valid_0's quantile: 6.60911
[86] valid_0's poisson: -83.7684 valid_0's quantile: 6.57965
[87] valid_0's poisson: -83.9612 valid_0's quantile: 6.55108
[88] valid_0's poisson: -84.1301 valid_0's quantile: 6.52342
[89] valid_0's poisson: -84.2959 valid_0's quantile: 6.49646
[90] valid_0's poisson: -84.4701 valid_0's quantile: 6.46536
[91] valid_0's poisson: -84.6418 valid_0's quantile: 6.43764
[92] valid_0's poisson: -84.8258 valid_0's quantile: 6.41104
[93] valid_0's poisson: -84.9404 valid_0's quantile: 6.38371
[94] valid_0's poisson: -85.1191 valid_0's quantile: 6.3579
[95] valid_0's poisson: -85.2295 valid_0's quantile: 6.33139
[96] valid_0's poisson: -85.4116 valid_0's quantile: 6.30413
[97] valid_0's poisson: -85.5931 valid_0's quantile: 6.27745
[98] valid_0's poisson: -85.7686 valid_0's quantile: 6.25093
[99] valid_0's poisson: -85.9438 valid_0's quantile: 6.22534
[100] valid_0's poisson: -86.1052 valid_0's quantile: 6.20315
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -63.7779 valid_0's quantile: 11.5657
[2] valid_0's poisson: -64.1231 valid_0's quantile: 11.4527
[3] valid_0's poisson: -64.4116 valid_0's quantile: 11.3476
[4] valid_0's poisson: -64.6909 valid_0's quantile: 11.2457
[5] valid_0's poisson: -65.0083 valid_0's quantile: 11.1422
[6] valid_0's poisson: -65.3844 valid_0's quantile: 11.0207
[7] valid_0's poisson: -65.5977 valid_0's quantile: 10.9322
[8] valid_0's poisson: -65.8041 valid_0's quantile: 10.8464
[9] valid_0's poisson: -66.1599 valid_0's quantile: 10.7336
[10] valid_0's poisson: -66.506 valid_0's quantile: 10.6244
[11] valid_0's poisson: -66.7865 valid_0's quantile: 10.5373
[12] valid_0's poisson: -67.0596 valid_0's quantile: 10.4531
[13] valid_0's poisson: -67.3858 valid_0's quantile: 10.352
[14] valid_0's poisson: -67.7033 valid_0's quantile: 10.2544
[15] valid_0's poisson: -68.053 valid_0's quantile: 10.1701
[16] valid_0's poisson: -68.3949 valid_0's quantile: 10.0877
[17] valid_0's poisson: -68.7303 valid_0's quantile: 9.99271
[18] valid_0's poisson: -69.0577 valid_0's quantile: 9.91406
[19] valid_0's poisson: -69.3788 valid_0's quantile: 9.82374
[20] valid_0's poisson: -69.6923 valid_0's quantile: 9.73598
[21] valid_0's poisson: -69.9986 valid_0's quantile: 9.65093
[22] valid_0's poisson: -70.2977 valid_0's quantile: 9.56791
[23] valid_0's poisson: -70.6101 valid_0's quantile: 9.49653
[24] valid_0's poisson: -70.8974 valid_0's quantile: 9.41799
[25] valid_0's poisson: -71.1972 valid_0's quantile: 9.34981
[26] valid_0's poisson: -71.475 valid_0's quantile: 9.27555
[27] valid_0's poisson: -71.7466 valid_0's quantile: 9.2037
[28] valid_0's poisson: -72.0302 valid_0's quantile: 9.13892
[29] valid_0's poisson: -72.2921 valid_0's quantile: 9.0697
[30] valid_0's poisson: -72.5667 valid_0's quantile: 9.0076
[31] valid_0's poisson: -72.8041 valid_0's quantile: 8.94262
[32] valid_0's poisson: -73.0361 valid_0's quantile: 8.87873
[33] valid_0's poisson: -73.2966 valid_0's quantile: 8.82062
[34] valid_0's poisson: -73.5367 valid_0's quantile: 8.75851
[35] valid_0's poisson: -73.7716 valid_0's quantile: 8.69788
[36] valid_0's poisson: -74.0026 valid_0's quantile: 8.63865
[37] valid_0's poisson: -74.3315 valid_0's quantile: 8.58001
[38] valid_0's poisson: -74.5551 valid_0's quantile: 8.52239
[39] valid_0's poisson: -74.8319 valid_0's quantile: 8.466
[40] valid_0's poisson: -75.148 valid_0's quantile: 8.40973
[41] valid_0's poisson: -75.4148 valid_0's quantile: 8.35625
[42] valid_0's poisson: -75.6267 valid_0's quantile: 8.30142
[43] valid_0's poisson: -75.9321 valid_0's quantile: 8.2476
[44] valid_0's poisson: -76.1376 valid_0's quantile: 8.19466
[45] valid_0's poisson: -76.3389 valid_0's quantile: 8.14277
[46] valid_0's poisson: -76.6311 valid_0's quantile: 8.09162
[47] valid_0's poisson: -76.8763 valid_0's quantile: 8.04299
[48] valid_0's poisson: -77.0697 valid_0's quantile: 7.99305
[49] valid_0's poisson: -77.2979 valid_0's quantile: 7.94463
[50] valid_0's poisson: -77.5774 valid_0's quantile: 7.89613
[51] valid_0's poisson: -77.8108 valid_0's quantile: 7.85064
[52] valid_0's poisson: -77.993 valid_0's quantile: 7.80312
[53] valid_0's poisson: -78.2573 valid_0's quantile: 7.75676
[54] valid_0's poisson: -78.5165 valid_0's quantile: 7.71146
[55] valid_0's poisson: -78.7373 valid_0's quantile: 7.66824
[56] valid_0's poisson: -78.9086 valid_0's quantile: 7.62309
[57] valid_0's poisson: -79.1579 valid_0's quantile: 7.57982
[58] valid_0's poisson: -79.3243 valid_0's quantile: 7.53645
[59] valid_0's poisson: -79.4872 valid_0's quantile: 7.49384
[60] valid_0's poisson: -79.7341 valid_0's quantile: 7.45293
[61] valid_0's poisson: -79.8915 valid_0's quantile: 7.41112
[62] valid_0's poisson: -80.1288 valid_0's quantile: 7.37083
[63] valid_0's poisson: -80.3302 valid_0's quantile: 7.33306
[64] valid_0's poisson: -80.5602 valid_0's quantile: 7.29426
[65] valid_0's poisson: -80.71 valid_0's quantile: 7.25472
[66] valid_0's poisson: -80.8568 valid_0's quantile: 7.21601
[67] valid_0's poisson: -81.0856 valid_0's quantile: 7.17924
[68] valid_0's poisson: -81.2759 valid_0's quantile: 7.14426
[69] valid_0's poisson: -81.5142 valid_0's quantile: 7.10736
[70] valid_0's poisson: -81.6986 valid_0's quantile: 7.07343
[71] valid_0's poisson: -81.85 valid_0's quantile: 7.03616
[72] valid_0's poisson: -81.9984 valid_0's quantile: 6.99956
[73] valid_0's poisson: -82.22 valid_0's quantile: 6.96371
[74] valid_0's poisson: -82.4375 valid_0's quantile: 6.92876
[75] valid_0's poisson: -82.627 valid_0's quantile: 6.89569
[76] valid_0's poisson: -82.8387 valid_0's quantile: 6.86181
[77] valid_0's poisson: -82.979 valid_0's quantile: 6.82742
[78] valid_0's poisson: -83.1846 valid_0's quantile: 6.79457
[79] valid_0's poisson: -83.3649 valid_0's quantile: 6.76307
[80] valid_0's poisson: -83.5674 valid_0's quantile: 6.73128
[81] valid_0's poisson: -83.6967 valid_0's quantile: 6.69823
[82] valid_0's poisson: -83.8284 valid_0's quantile: 6.66616
[83] valid_0's poisson: -83.9575 valid_0's quantile: 6.63504
[84] valid_0's poisson: -84.1551 valid_0's quantile: 6.60431
[85] valid_0's poisson: -84.3502 valid_0's quantile: 6.57386
[86] valid_0's poisson: -84.5406 valid_0's quantile: 6.54446
[87] valid_0's poisson: -84.6942 valid_0's quantile: 6.51154
[88] valid_0's poisson: -84.8588 valid_0's quantile: 6.48368
[89] valid_0's poisson: -85.0203 valid_0's quantile: 6.45668
[90] valid_0's poisson: -85.2045 valid_0's quantile: 6.4289
[91] valid_0's poisson: -85.3624 valid_0's quantile: 6.40306
[92] valid_0's poisson: -85.507 valid_0's quantile: 6.37323
[93] valid_0's poisson: -85.6245 valid_0's quantile: 6.34681
[94] valid_0's poisson: -85.7989 valid_0's quantile: 6.32103
[95] valid_0's poisson: -85.9375 valid_0's quantile: 6.29243
[96] valid_0's poisson: -86.0873 valid_0's quantile: 6.26854
[97] valid_0's poisson: -86.2008 valid_0's quantile: 6.24365
[98] valid_0's poisson: -86.3648 valid_0's quantile: 6.21967
[99] valid_0's poisson: -86.4945 valid_0's quantile: 6.1929
[100] valid_0's poisson: -86.6463 valid_0's quantile: 6.16864
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -62.4708 valid_0's quantile: 11.5874
[2] valid_0's poisson: -62.7708 valid_0's quantile: 11.4802
[3] valid_0's poisson: -63.0612 valid_0's quantile: 11.3758
[4] valid_0's poisson: -63.3426 valid_0's quantile: 11.2752
[5] valid_0's poisson: -63.6153 valid_0's quantile: 11.1773
[6] valid_0's poisson: -63.8347 valid_0's quantile: 11.0872
[7] valid_0's poisson: -64.0917 valid_0's quantile: 10.9961
[8] valid_0's poisson: -64.4258 valid_0's quantile: 10.8857
[9] valid_0's poisson: -64.7504 valid_0's quantile: 10.7787
[10] valid_0's poisson: -65.0284 valid_0's quantile: 10.6778
[11] valid_0's poisson: -65.2679 valid_0's quantile: 10.5972
[12] valid_0's poisson: -65.5336 valid_0's quantile: 10.5036
[13] valid_0's poisson: -65.8151 valid_0's quantile: 10.4227
[14] valid_0's poisson: -66.1563 valid_0's quantile: 10.3253
[15] valid_0's poisson: -66.4889 valid_0's quantile: 10.2307
[16] valid_0's poisson: -66.8133 valid_0's quantile: 10.1389
[17] valid_0's poisson: -67.1298 valid_0's quantile: 10.0495
[18] valid_0's poisson: -67.393 valid_0's quantile: 9.97737
[19] valid_0's poisson: -67.6971 valid_0's quantile: 9.89374
[20] valid_0's poisson: -67.9525 valid_0's quantile: 9.81836
[21] valid_0's poisson: -68.2429 valid_0's quantile: 9.74047
[22] valid_0's poisson: -68.5793 valid_0's quantile: 9.66564
[23] valid_0's poisson: -68.8966 valid_0's quantile: 9.58678
[24] valid_0's poisson: -69.2193 valid_0's quantile: 9.5155
[25] valid_0's poisson: -69.526 valid_0's quantile: 9.43778
[26] valid_0's poisson: -69.8391 valid_0's quantile: 9.36858
[27] valid_0's poisson: -70.1359 valid_0's quantile: 9.2948
[28] valid_0's poisson: -70.4263 valid_0's quantile: 9.22267
[29] valid_0's poisson: -70.7281 valid_0's quantile: 9.15785
[30] valid_0's poisson: -71.0071 valid_0's quantile: 9.0895
[31] valid_0's poisson: -71.2793 valid_0's quantile: 9.02192
[32] valid_0's poisson: -71.5674 valid_0's quantile: 8.96085
[33] valid_0's poisson: -71.8299 valid_0's quantile: 8.8964
[34] valid_0's poisson: -72.0869 valid_0's quantile: 8.83411
[35] valid_0's poisson: -72.3405 valid_0's quantile: 8.77968
[36] valid_0's poisson: -72.5901 valid_0's quantile: 8.71982
[37] valid_0's poisson: -72.8484 valid_0's quantile: 8.66508
[38] valid_0's poisson: -73.0912 valid_0's quantile: 8.6071
[39] valid_0's poisson: -73.329 valid_0's quantile: 8.55026
[40] valid_0's poisson: -73.6704 valid_0's quantile: 8.49252
[41] valid_0's poisson: -74.0053 valid_0's quantile: 8.43576
[42] valid_0's poisson: -74.3339 valid_0's quantile: 8.38029
[43] valid_0's poisson: -74.5577 valid_0's quantile: 8.32588
[44] valid_0's poisson: -74.7769 valid_0's quantile: 8.27264
[45] valid_0's poisson: -75.0543 valid_0's quantile: 8.21921
[46] valid_0's poisson: -75.2679 valid_0's quantile: 8.16731
[47] valid_0's poisson: -75.5767 valid_0's quantile: 8.11544
[48] valid_0's poisson: -75.7835 valid_0's quantile: 8.06482
[49] valid_0's poisson: -76.0871 valid_0's quantile: 8.01474
[50] valid_0's poisson: -76.381 valid_0's quantile: 7.96512
[51] valid_0's poisson: -76.5788 valid_0's quantile: 7.91643
[52] valid_0's poisson: -76.8629 valid_0's quantile: 7.86826
[53] valid_0's poisson: -77.1104 valid_0's quantile: 7.8231
[54] valid_0's poisson: -77.2987 valid_0's quantile: 7.77656
[55] valid_0's poisson: -77.4832 valid_0's quantile: 7.73122
[56] valid_0's poisson: -77.7209 valid_0's quantile: 7.68832
[57] valid_0's poisson: -77.9947 valid_0's quantile: 7.64394
[58] valid_0's poisson: -78.2253 valid_0's quantile: 7.60269
[59] valid_0's poisson: -78.4857 valid_0's quantile: 7.55942
[60] valid_0's poisson: -78.6577 valid_0's quantile: 7.51697
[61] valid_0's poisson: -78.8791 valid_0's quantile: 7.47769
[62] valid_0's poisson: -79.0963 valid_0's quantile: 7.43932
[63] valid_0's poisson: -79.3451 valid_0's quantile: 7.39865
[64] valid_0's poisson: -79.5783 valid_0's quantile: 7.35448
[65] valid_0's poisson: -79.7387 valid_0's quantile: 7.3146
[66] valid_0's poisson: -79.9449 valid_0's quantile: 7.27805
[67] valid_0's poisson: -80.1464 valid_0's quantile: 7.23826
[68] valid_0's poisson: -80.3867 valid_0's quantile: 7.20034
[69] valid_0's poisson: -80.5852 valid_0's quantile: 7.16505
[70] valid_0's poisson: -80.7347 valid_0's quantile: 7.12781
[71] valid_0's poisson: -80.8811 valid_0's quantile: 7.09142
[72] valid_0's poisson: -81.1075 valid_0's quantile: 7.05602
[73] valid_0's poisson: -81.2492 valid_0's quantile: 7.02059
[74] valid_0's poisson: -81.4651 valid_0's quantile: 6.98562
[75] valid_0's poisson: -81.677 valid_0's quantile: 6.95122
[76] valid_0's poisson: -81.8588 valid_0's quantile: 6.91909
[77] valid_0's poisson: -82.07 valid_0's quantile: 6.88367
[78] valid_0's poisson: -82.2209 valid_0's quantile: 6.84841
[79] valid_0's poisson: -82.4123 valid_0's quantile: 6.8164
[80] valid_0's poisson: -82.5577 valid_0's quantile: 6.78289
[81] valid_0's poisson: -82.7591 valid_0's quantile: 6.74966
[82] valid_0's poisson: -82.9019 valid_0's quantile: 6.71688
[83] valid_0's poisson: -83.1148 valid_0's quantile: 6.68461
[84] valid_0's poisson: -83.2534 valid_0's quantile: 6.65316
[85] valid_0's poisson: -83.4657 valid_0's quantile: 6.62213
[86] valid_0's poisson: -83.6558 valid_0's quantile: 6.5918
[87] valid_0's poisson: -83.8317 valid_0's quantile: 6.56388
[88] valid_0's poisson: -83.9651 valid_0's quantile: 6.53492
[89] valid_0's poisson: -84.1659 valid_0's quantile: 6.50568
[90] valid_0's poisson: -84.361 valid_0's quantile: 6.47678
[91] valid_0's poisson: -84.541 valid_0's quantile: 6.4483
[92] valid_0's poisson: -84.6662 valid_0's quantile: 6.42072
[93] valid_0's poisson: -84.8281 valid_0's quantile: 6.39499
[94] valid_0's poisson: -85.0142 valid_0's quantile: 6.36711
[95] valid_0's poisson: -85.1963 valid_0's quantile: 6.34044
[96] valid_0's poisson: -85.3723 valid_0's quantile: 6.31278
[97] valid_0's poisson: -85.5257 valid_0's quantile: 6.2884
[98] valid_0's poisson: -85.6999 valid_0's quantile: 6.26245
[99] valid_0's poisson: -85.842 valid_0's quantile: 6.23369
[100] valid_0's poisson: -85.9907 valid_0's quantile: 6.21057
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=10, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -75.0595 valid_0's quantile: 8.14171
[2] valid_0's poisson: -88.3526 valid_0's quantile: 6.1293
[3] valid_0's poisson: -89.0693 valid_0's quantile: 5.90315
[4] valid_0's poisson: -89.9208 valid_0's quantile: 5.60425
[5] valid_0's poisson: -90.1574 valid_0's quantile: 5.42278
[6] valid_0's poisson: -89.8739 valid_0's quantile: 5.30012
[7] valid_0's poisson: -91.1913 valid_0's quantile: 5.15524
[8] valid_0's poisson: -90.6918 valid_0's quantile: 5.11054
[9] valid_0's poisson: -95.0348 valid_0's quantile: 4.63481
[10] valid_0's poisson: -95.5176 valid_0's quantile: 4.54894
[11] valid_0's poisson: -95.4667 valid_0's quantile: 4.49708
[12] valid_0's poisson: -95.6311 valid_0's quantile: 4.48496
[13] valid_0's poisson: -95.7902 valid_0's quantile: 4.46815
[14] valid_0's poisson: -95.8716 valid_0's quantile: 4.47215
[15] valid_0's poisson: -95.8654 valid_0's quantile: 4.46237
[16] valid_0's poisson: -95.8818 valid_0's quantile: 4.44691
[17] valid_0's poisson: -95.8287 valid_0's quantile: 4.4422
[18] valid_0's poisson: -95.9747 valid_0's quantile: 4.426
[19] valid_0's poisson: -96.2582 valid_0's quantile: 4.41361
[20] valid_0's poisson: -96.1141 valid_0's quantile: 4.39552
[21] valid_0's poisson: -96.3566 valid_0's quantile: 4.37132
[22] valid_0's poisson: -96.3287 valid_0's quantile: 4.34743
[23] valid_0's poisson: -96.7069 valid_0's quantile: 4.28067
[24] valid_0's poisson: -96.958 valid_0's quantile: 4.25455
[25] valid_0's poisson: -97.0122 valid_0's quantile: 4.25509
[26] valid_0's poisson: -97.7895 valid_0's quantile: 4.13878
[27] valid_0's poisson: -98.0244 valid_0's quantile: 4.09779
[28] valid_0's poisson: -98.5089 valid_0's quantile: 4.02638
[29] valid_0's poisson: -98.6271 valid_0's quantile: 4.01591
[30] valid_0's poisson: -98.7684 valid_0's quantile: 4.01585
[31] valid_0's poisson: -98.7693 valid_0's quantile: 4.01204
[32] valid_0's poisson: -98.7553 valid_0's quantile: 4.00771
[33] valid_0's poisson: -98.5217 valid_0's quantile: 3.99524
[34] valid_0's poisson: -98.7721 valid_0's quantile: 3.97017
[35] valid_0's poisson: -98.9056 valid_0's quantile: 3.967
[36] valid_0's poisson: -98.6909 valid_0's quantile: 3.93739
[37] valid_0's poisson: -98.6948 valid_0's quantile: 3.9355
[38] valid_0's poisson: -98.7452 valid_0's quantile: 3.93232
[39] valid_0's poisson: -98.9241 valid_0's quantile: 3.92546
[40] valid_0's poisson: -98.8964 valid_0's quantile: 3.92712
[41] valid_0's poisson: -99.0064 valid_0's quantile: 3.89629
[42] valid_0's poisson: -99.0935 valid_0's quantile: 3.88497
[43] valid_0's poisson: -99.061 valid_0's quantile: 3.87528
[44] valid_0's poisson: -99.0777 valid_0's quantile: 3.87416
[45] valid_0's poisson: -98.9646 valid_0's quantile: 3.86583
[46] valid_0's poisson: -99.0538 valid_0's quantile: 3.85925
[47] valid_0's poisson: -98.9741 valid_0's quantile: 3.83992
[48] valid_0's poisson: -98.9847 valid_0's quantile: 3.843
[49] valid_0's poisson: -99.0084 valid_0's quantile: 3.84
[50] valid_0's poisson: -99.2332 valid_0's quantile: 3.80121
[51] valid_0's poisson: -99.2054 valid_0's quantile: 3.79724
[52] valid_0's poisson: -99.2358 valid_0's quantile: 3.79673
[53] valid_0's poisson: -99.1414 valid_0's quantile: 3.79131
[54] valid_0's poisson: -99.3744 valid_0's quantile: 3.77433
[55] valid_0's poisson: -99.4173 valid_0's quantile: 3.76843
[56] valid_0's poisson: -99.4587 valid_0's quantile: 3.76583
[57] valid_0's poisson: -99.5215 valid_0's quantile: 3.76353
[58] valid_0's poisson: -99.5415 valid_0's quantile: 3.76527
[59] valid_0's poisson: -99.5598 valid_0's quantile: 3.741
[60] valid_0's poisson: -99.5866 valid_0's quantile: 3.73204
[61] valid_0's poisson: -99.6367 valid_0's quantile: 3.73125
[62] valid_0's poisson: -99.705 valid_0's quantile: 3.72986
[63] valid_0's poisson: -99.6731 valid_0's quantile: 3.73603
[64] valid_0's poisson: -99.7845 valid_0's quantile: 3.73433
[65] valid_0's poisson: -99.7602 valid_0's quantile: 3.72238
[66] valid_0's poisson: -99.8375 valid_0's quantile: 3.70853
[67] valid_0's poisson: -99.8418 valid_0's quantile: 3.69947
[68] valid_0's poisson: -99.8452 valid_0's quantile: 3.69685
[69] valid_0's poisson: -99.8785 valid_0's quantile: 3.69562
[70] valid_0's poisson: -99.8415 valid_0's quantile: 3.69593
[71] valid_0's poisson: -99.9074 valid_0's quantile: 3.69204
[72] valid_0's poisson: -99.9608 valid_0's quantile: 3.69189
[73] valid_0's poisson: -100.001 valid_0's quantile: 3.6871
[74] valid_0's poisson: -99.9144 valid_0's quantile: 3.69278
[75] valid_0's poisson: -100.001 valid_0's quantile: 3.69383
[76] valid_0's poisson: -100.017 valid_0's quantile: 3.68891
[77] valid_0's poisson: -99.8144 valid_0's quantile: 3.67678
[78] valid_0's poisson: -99.8221 valid_0's quantile: 3.66999
[79] valid_0's poisson: -99.9077 valid_0's quantile: 3.66777
[80] valid_0's poisson: -99.9354 valid_0's quantile: 3.66336
[81] valid_0's poisson: -99.9529 valid_0's quantile: 3.66118
[82] valid_0's poisson: -100.25 valid_0's quantile: 3.66123
[83] valid_0's poisson: -100.254 valid_0's quantile: 3.6604
[84] valid_0's poisson: -100.191 valid_0's quantile: 3.6586
[85] valid_0's poisson: -100.202 valid_0's quantile: 3.65638
[86] valid_0's poisson: -100.193 valid_0's quantile: 3.64861
[87] valid_0's poisson: -100.202 valid_0's quantile: 3.64424
[88] valid_0's poisson: -100.213 valid_0's quantile: 3.64163
[89] valid_0's poisson: -100.162 valid_0's quantile: 3.64469
[90] valid_0's poisson: -100.181 valid_0's quantile: 3.64397
[91] valid_0's poisson: -100.221 valid_0's quantile: 3.64518
[92] valid_0's poisson: -100.222 valid_0's quantile: 3.63899
[93] valid_0's poisson: -100.595 valid_0's quantile: 3.5753
[94] valid_0's poisson: -100.605 valid_0's quantile: 3.57439
[95] valid_0's poisson: -100.589 valid_0's quantile: 3.57599
[96] valid_0's poisson: -100.656 valid_0's quantile: 3.56713
[97] valid_0's poisson: -100.651 valid_0's quantile: 3.56472
[98] valid_0's poisson: -100.591 valid_0's quantile: 3.56307
[99] valid_0's poisson: -100.722 valid_0's quantile: 3.55428
[100] valid_0's poisson: -100.499 valid_0's quantile: 3.5576
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -74.8731 valid_0's quantile: 8.14322
[2] valid_0's poisson: -88.2809 valid_0's quantile: 6.09936
[3] valid_0's poisson: -89.1901 valid_0's quantile: 5.87099
[4] valid_0's poisson: -89.6181 valid_0's quantile: 5.57509
[5] valid_0's poisson: -91.4679 valid_0's quantile: 5.28869
[6] valid_0's poisson: -89.9807 valid_0's quantile: 5.17515
[7] valid_0's poisson: -91.0569 valid_0's quantile: 5.08238
[8] valid_0's poisson: -95.0401 valid_0's quantile: 4.60946
[9] valid_0's poisson: -96.5399 valid_0's quantile: 4.5323
[10] valid_0's poisson: -95.6805 valid_0's quantile: 4.47472
[11] valid_0's poisson: -97.2994 valid_0's quantile: 4.34022
[12] valid_0's poisson: -97.1407 valid_0's quantile: 4.31804
[13] valid_0's poisson: -97.3778 valid_0's quantile: 4.27387
[14] valid_0's poisson: -97.4165 valid_0's quantile: 4.26262
[15] valid_0's poisson: -97.4528 valid_0's quantile: 4.24541
[16] valid_0's poisson: -97.4281 valid_0's quantile: 4.23876
[17] valid_0's poisson: -97.6635 valid_0's quantile: 4.21224
[18] valid_0's poisson: -97.8075 valid_0's quantile: 4.19954
[19] valid_0's poisson: -97.8403 valid_0's quantile: 4.18995
[20] valid_0's poisson: -97.8238 valid_0's quantile: 4.18067
[21] valid_0's poisson: -98.8966 valid_0's quantile: 4.0043
[22] valid_0's poisson: -98.954 valid_0's quantile: 3.98734
[23] valid_0's poisson: -98.9835 valid_0's quantile: 3.97093
[24] valid_0's poisson: -99.0406 valid_0's quantile: 3.96052
[25] valid_0's poisson: -99.0338 valid_0's quantile: 3.96136
[26] valid_0's poisson: -99.5139 valid_0's quantile: 3.91063
[27] valid_0's poisson: -99.4948 valid_0's quantile: 3.90559
[28] valid_0's poisson: -99.3965 valid_0's quantile: 3.86007
[29] valid_0's poisson: -99.3639 valid_0's quantile: 3.86081
[30] valid_0's poisson: -99.4033 valid_0's quantile: 3.86072
[31] valid_0's poisson: -99.4481 valid_0's quantile: 3.85686
[32] valid_0's poisson: -99.6124 valid_0's quantile: 3.84314
[33] valid_0's poisson: -99.6219 valid_0's quantile: 3.84077
[34] valid_0's poisson: -99.6574 valid_0's quantile: 3.83035
[35] valid_0's poisson: -99.9179 valid_0's quantile: 3.80568
[36] valid_0's poisson: -99.9034 valid_0's quantile: 3.80462
[37] valid_0's poisson: -100.027 valid_0's quantile: 3.79294
[38] valid_0's poisson: -99.9989 valid_0's quantile: 3.79082
[39] valid_0's poisson: -99.9509 valid_0's quantile: 3.79092
[40] valid_0's poisson: -99.9291 valid_0's quantile: 3.79202
[41] valid_0's poisson: -100.059 valid_0's quantile: 3.77826
[42] valid_0's poisson: -100.042 valid_0's quantile: 3.77695
[43] valid_0's poisson: -100.048 valid_0's quantile: 3.77671
[44] valid_0's poisson: -100.029 valid_0's quantile: 3.77586
[45] valid_0's poisson: -99.9521 valid_0's quantile: 3.78861
[46] valid_0's poisson: -100.487 valid_0's quantile: 3.75987
[47] valid_0's poisson: -100.309 valid_0's quantile: 3.73871
[48] valid_0's poisson: -100.356 valid_0's quantile: 3.73474
[49] valid_0's poisson: -100.252 valid_0's quantile: 3.71999
[50] valid_0's poisson: -100.28 valid_0's quantile: 3.71853
[51] valid_0's poisson: -100.36 valid_0's quantile: 3.71682
[52] valid_0's poisson: -100.578 valid_0's quantile: 3.70011
[53] valid_0's poisson: -100.607 valid_0's quantile: 3.69931
[54] valid_0's poisson: -100.421 valid_0's quantile: 3.69716
[55] valid_0's poisson: -100.357 valid_0's quantile: 3.6991
[56] valid_0's poisson: -100.392 valid_0's quantile: 3.69504
[57] valid_0's poisson: -100.369 valid_0's quantile: 3.69138
[58] valid_0's poisson: -100.367 valid_0's quantile: 3.69076
[59] valid_0's poisson: -100.35 valid_0's quantile: 3.69046
[60] valid_0's poisson: -100.36 valid_0's quantile: 3.69072
[61] valid_0's poisson: -100.385 valid_0's quantile: 3.69071
[62] valid_0's poisson: -100.472 valid_0's quantile: 3.69245
[63] valid_0's poisson: -100.472 valid_0's quantile: 3.69201
[64] valid_0's poisson: -100.552 valid_0's quantile: 3.69039
[65] valid_0's poisson: -100.536 valid_0's quantile: 3.69054
[66] valid_0's poisson: -100.417 valid_0's quantile: 3.68667
[67] valid_0's poisson: -100.538 valid_0's quantile: 3.68303
[68] valid_0's poisson: -100.481 valid_0's quantile: 3.68063
[69] valid_0's poisson: -100.553 valid_0's quantile: 3.67887
[70] valid_0's poisson: -100.553 valid_0's quantile: 3.6748
[71] valid_0's poisson: -100.5 valid_0's quantile: 3.66898
[72] valid_0's poisson: -100.614 valid_0's quantile: 3.6619
[73] valid_0's poisson: -100.82 valid_0's quantile: 3.63452
[74] valid_0's poisson: -100.789 valid_0's quantile: 3.62731
[75] valid_0's poisson: -100.806 valid_0's quantile: 3.62579
[76] valid_0's poisson: -100.809 valid_0's quantile: 3.62613
[77] valid_0's poisson: -100.809 valid_0's quantile: 3.62614
[78] valid_0's poisson: -100.933 valid_0's quantile: 3.62124
[79] valid_0's poisson: -100.955 valid_0's quantile: 3.62097
[80] valid_0's poisson: -100.917 valid_0's quantile: 3.6204
[81] valid_0's poisson: -100.968 valid_0's quantile: 3.62007
[82] valid_0's poisson: -100.87 valid_0's quantile: 3.61872
[83] valid_0's poisson: -100.834 valid_0's quantile: 3.61699
[84] valid_0's poisson: -100.806 valid_0's quantile: 3.61411
[85] valid_0's poisson: -100.848 valid_0's quantile: 3.61443
[86] valid_0's poisson: -100.835 valid_0's quantile: 3.61442
[87] valid_0's poisson: -100.917 valid_0's quantile: 3.61337
[88] valid_0's poisson: -100.918 valid_0's quantile: 3.61357
[89] valid_0's poisson: -101.118 valid_0's quantile: 3.59926
[90] valid_0's poisson: -101.123 valid_0's quantile: 3.59891
[91] valid_0's poisson: -101.072 valid_0's quantile: 3.5935
[92] valid_0's poisson: -101.146 valid_0's quantile: 3.59382
[93] valid_0's poisson: -101.064 valid_0's quantile: 3.59402
[94] valid_0's poisson: -101.063 valid_0's quantile: 3.60016
[95] valid_0's poisson: -101.118 valid_0's quantile: 3.59775
[96] valid_0's poisson: -101.158 valid_0's quantile: 3.5963
[97] valid_0's poisson: -101.153 valid_0's quantile: 3.59592
[98] valid_0's poisson: -101.203 valid_0's quantile: 3.58518
[99] valid_0's poisson: -101.188 valid_0's quantile: 3.57806
[100] valid_0's poisson: -101.16 valid_0's quantile: 3.57653
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -74.7983 valid_0's quantile: 8.14042
[2] valid_0's poisson: -88.297 valid_0's quantile: 6.13418
[3] valid_0's poisson: -89.0593 valid_0's quantile: 5.90512
[4] valid_0's poisson: -90.0049 valid_0's quantile: 5.56075
[5] valid_0's poisson: -90.643 valid_0's quantile: 5.19089
[6] valid_0's poisson: -90.0486 valid_0's quantile: 5.14466
[7] valid_0's poisson: -91.1334 valid_0's quantile: 5.05959
[8] valid_0's poisson: -95.4994 valid_0's quantile: 4.59535
[9] valid_0's poisson: -95.7754 valid_0's quantile: 4.53768
[10] valid_0's poisson: -97.5144 valid_0's quantile: 4.31913
[11] valid_0's poisson: -97.713 valid_0's quantile: 4.30603
[12] valid_0's poisson: -97.8359 valid_0's quantile: 4.2665
[13] valid_0's poisson: -97.6636 valid_0's quantile: 4.25768
[14] valid_0's poisson: -97.5704 valid_0's quantile: 4.24546
[15] valid_0's poisson: -98.0038 valid_0's quantile: 4.1799
[16] valid_0's poisson: -97.7185 valid_0's quantile: 4.17335
[17] valid_0's poisson: -97.7369 valid_0's quantile: 4.1686
[18] valid_0's poisson: -97.6617 valid_0's quantile: 4.16001
[19] valid_0's poisson: -97.852 valid_0's quantile: 4.13899
[20] valid_0's poisson: -98.0245 valid_0's quantile: 4.1022
[21] valid_0's poisson: -98.1224 valid_0's quantile: 4.08209
[22] valid_0's poisson: -98.4051 valid_0's quantile: 4.06036
[23] valid_0's poisson: -98.3806 valid_0's quantile: 4.05516
[24] valid_0's poisson: -98.5986 valid_0's quantile: 4.038
[25] valid_0's poisson: -98.6095 valid_0's quantile: 4.03539
[26] valid_0's poisson: -98.5409 valid_0's quantile: 4.03728
[27] valid_0's poisson: -98.8329 valid_0's quantile: 4.00575
[28] valid_0's poisson: -98.8921 valid_0's quantile: 4.00041
[29] valid_0's poisson: -99.0464 valid_0's quantile: 3.98277
[30] valid_0's poisson: -99.0578 valid_0's quantile: 3.97895
[31] valid_0's poisson: -99.1945 valid_0's quantile: 3.96803
[32] valid_0's poisson: -99.2235 valid_0's quantile: 3.96577
[33] valid_0's poisson: -99.2109 valid_0's quantile: 3.9654
[34] valid_0's poisson: -99.1233 valid_0's quantile: 3.95446
[35] valid_0's poisson: -99.2579 valid_0's quantile: 3.94836
[36] valid_0's poisson: -99.2826 valid_0's quantile: 3.94314
[37] valid_0's poisson: -99.2883 valid_0's quantile: 3.93177
[38] valid_0's poisson: -99.3172 valid_0's quantile: 3.92197
[39] valid_0's poisson: -99.2831 valid_0's quantile: 3.91915
[40] valid_0's poisson: -99.2793 valid_0's quantile: 3.92085
[41] valid_0's poisson: -99.124 valid_0's quantile: 3.90949
[42] valid_0's poisson: -99.3619 valid_0's quantile: 3.89344
[43] valid_0's poisson: -99.4631 valid_0's quantile: 3.88341
[44] valid_0's poisson: -99.416 valid_0's quantile: 3.87952
[45] valid_0's poisson: -99.3564 valid_0's quantile: 3.88947
[46] valid_0's poisson: -99.4498 valid_0's quantile: 3.88556
[47] valid_0's poisson: -99.3853 valid_0's quantile: 3.83497
[48] valid_0's poisson: -99.2708 valid_0's quantile: 3.8288
[49] valid_0's poisson: -99.4429 valid_0's quantile: 3.82272
[50] valid_0's poisson: -99.4395 valid_0's quantile: 3.82232
[51] valid_0's poisson: -99.4946 valid_0's quantile: 3.8237
[52] valid_0's poisson: -99.497 valid_0's quantile: 3.82148
[53] valid_0's poisson: -99.5175 valid_0's quantile: 3.82077
[54] valid_0's poisson: -99.5482 valid_0's quantile: 3.8231
[55] valid_0's poisson: -99.574 valid_0's quantile: 3.81924
[56] valid_0's poisson: -99.5273 valid_0's quantile: 3.81395
[57] valid_0's poisson: -99.6111 valid_0's quantile: 3.80711
[58] valid_0's poisson: -99.698 valid_0's quantile: 3.80215
[59] valid_0's poisson: -99.8583 valid_0's quantile: 3.79751
[60] valid_0's poisson: -99.7622 valid_0's quantile: 3.79729
[61] valid_0's poisson: -99.7736 valid_0's quantile: 3.7919
[62] valid_0's poisson: -99.7306 valid_0's quantile: 3.79079
[63] valid_0's poisson: -99.6982 valid_0's quantile: 3.78891
[64] valid_0's poisson: -99.7002 valid_0's quantile: 3.78704
[65] valid_0's poisson: -100.645 valid_0's quantile: 3.69573
[66] valid_0's poisson: -100.648 valid_0's quantile: 3.69618
[67] valid_0's poisson: -100.541 valid_0's quantile: 3.67133
[68] valid_0's poisson: -100.537 valid_0's quantile: 3.67102
[69] valid_0's poisson: -100.333 valid_0's quantile: 3.66396
[70] valid_0's poisson: -100.416 valid_0's quantile: 3.65816
[71] valid_0's poisson: -100.461 valid_0's quantile: 3.65447
[72] valid_0's poisson: -100.449 valid_0's quantile: 3.65449
[73] valid_0's poisson: -100.58 valid_0's quantile: 3.63868
[74] valid_0's poisson: -100.594 valid_0's quantile: 3.63254
[75] valid_0's poisson: -100.593 valid_0's quantile: 3.63276
[76] valid_0's poisson: -100.594 valid_0's quantile: 3.63041
[77] valid_0's poisson: -100.568 valid_0's quantile: 3.62761
[78] valid_0's poisson: -100.613 valid_0's quantile: 3.61435
[79] valid_0's poisson: -100.619 valid_0's quantile: 3.61393
[80] valid_0's poisson: -100.691 valid_0's quantile: 3.61946
[81] valid_0's poisson: -100.651 valid_0's quantile: 3.61953
[82] valid_0's poisson: -100.622 valid_0's quantile: 3.62066
[83] valid_0's poisson: -100.627 valid_0's quantile: 3.61957
[84] valid_0's poisson: -100.658 valid_0's quantile: 3.61254
[85] valid_0's poisson: -100.669 valid_0's quantile: 3.61234
[86] valid_0's poisson: -100.671 valid_0's quantile: 3.61189
[87] valid_0's poisson: -100.697 valid_0's quantile: 3.6082
[88] valid_0's poisson: -100.7 valid_0's quantile: 3.60499
[89] valid_0's poisson: -100.718 valid_0's quantile: 3.59145
[90] valid_0's poisson: -100.692 valid_0's quantile: 3.58989
[91] valid_0's poisson: -100.755 valid_0's quantile: 3.58816
[92] valid_0's poisson: -100.719 valid_0's quantile: 3.58806
[93] valid_0's poisson: -100.715 valid_0's quantile: 3.58863
[94] valid_0's poisson: -100.702 valid_0's quantile: 3.58795
[95] valid_0's poisson: -100.678 valid_0's quantile: 3.59018
[96] valid_0's poisson: -100.67 valid_0's quantile: 3.58941
[97] valid_0's poisson: -100.709 valid_0's quantile: 3.57124
[98] valid_0's poisson: -100.637 valid_0's quantile: 3.56309
[99] valid_0's poisson: -100.64 valid_0's quantile: 3.56253
[100] valid_0's poisson: -100.908 valid_0's quantile: 3.55628
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -78.8528 valid_0's quantile: 7.63161
[2] valid_0's poisson: -86.7841 valid_0's quantile: 6.07735
[3] valid_0's poisson: -88.2233 valid_0's quantile: 5.66619
[4] valid_0's poisson: -85.0822 valid_0's quantile: 5.52864
[5] valid_0's poisson: -90.3638 valid_0's quantile: 5.28889
[6] valid_0's poisson: -90.534 valid_0's quantile: 5.23819
[7] valid_0's poisson: -90.6549 valid_0's quantile: 5.17566
[8] valid_0's poisson: -90.4221 valid_0's quantile: 5.14841
[9] valid_0's poisson: -93.4131 valid_0's quantile: 4.93449
[10] valid_0's poisson: -95.2097 valid_0's quantile: 4.69213
[11] valid_0's poisson: -95.5583 valid_0's quantile: 4.62546
[12] valid_0's poisson: -95.7422 valid_0's quantile: 4.58657
[13] valid_0's poisson: -95.7109 valid_0's quantile: 4.56184
[14] valid_0's poisson: -95.4821 valid_0's quantile: 4.59647
[15] valid_0's poisson: -95.5427 valid_0's quantile: 4.5798
[16] valid_0's poisson: -95.4078 valid_0's quantile: 4.56886
[17] valid_0's poisson: -95.6066 valid_0's quantile: 4.54376
[18] valid_0's poisson: -96.3155 valid_0's quantile: 4.52505
[19] valid_0's poisson: -96.3553 valid_0's quantile: 4.5045
[20] valid_0's poisson: -96.1331 valid_0's quantile: 4.48901
[21] valid_0's poisson: -96.2812 valid_0's quantile: 4.47798
[22] valid_0's poisson: -96.3112 valid_0's quantile: 4.46737
[23] valid_0's poisson: -96.3835 valid_0's quantile: 4.45516
[24] valid_0's poisson: -96.5155 valid_0's quantile: 4.45077
[25] valid_0's poisson: -96.4139 valid_0's quantile: 4.43392
[26] valid_0's poisson: -96.4583 valid_0's quantile: 4.42887
[27] valid_0's poisson: -96.4906 valid_0's quantile: 4.42675
[28] valid_0's poisson: -96.3866 valid_0's quantile: 4.42284
[29] valid_0's poisson: -96.6135 valid_0's quantile: 4.38858
[30] valid_0's poisson: -96.5827 valid_0's quantile: 4.38271
[31] valid_0's poisson: -96.5537 valid_0's quantile: 4.37273
[32] valid_0's poisson: -96.757 valid_0's quantile: 4.36554
[33] valid_0's poisson: -96.6347 valid_0's quantile: 4.33922
[34] valid_0's poisson: -96.7062 valid_0's quantile: 4.3315
[35] valid_0's poisson: -96.6548 valid_0's quantile: 4.30547
[36] valid_0's poisson: -96.8726 valid_0's quantile: 4.2339
[37] valid_0's poisson: -96.9681 valid_0's quantile: 4.20804
[38] valid_0's poisson: -98.3387 valid_0's quantile: 4.16477
[39] valid_0's poisson: -98.1183 valid_0's quantile: 4.16438
[40] valid_0's poisson: -97.9072 valid_0's quantile: 4.15879
[41] valid_0's poisson: -98.0208 valid_0's quantile: 4.14923
[42] valid_0's poisson: -97.9473 valid_0's quantile: 4.14084
[43] valid_0's poisson: -98.1987 valid_0's quantile: 4.13452
[44] valid_0's poisson: -98.2907 valid_0's quantile: 4.12915
[45] valid_0's poisson: -98.3508 valid_0's quantile: 4.12329
[46] valid_0's poisson: -98.505 valid_0's quantile: 4.11402
[47] valid_0's poisson: -98.4088 valid_0's quantile: 4.11327
[48] valid_0's poisson: -98.3344 valid_0's quantile: 4.02452
[49] valid_0's poisson: -98.3462 valid_0's quantile: 4.01679
[50] valid_0's poisson: -98.4312 valid_0's quantile: 4.00231
[51] valid_0's poisson: -98.6567 valid_0's quantile: 3.99986
[52] valid_0's poisson: -98.8933 valid_0's quantile: 3.97326
[53] valid_0's poisson: -99.4643 valid_0's quantile: 3.91954
[54] valid_0's poisson: -99.4639 valid_0's quantile: 3.89168
[55] valid_0's poisson: -98.9915 valid_0's quantile: 3.85054
[56] valid_0's poisson: -99.3987 valid_0's quantile: 3.83016
[57] valid_0's poisson: -99.5201 valid_0's quantile: 3.79552
[58] valid_0's poisson: -99.3953 valid_0's quantile: 3.79428
[59] valid_0's poisson: -99.3439 valid_0's quantile: 3.79051
[60] valid_0's poisson: -99.3501 valid_0's quantile: 3.79512
[61] valid_0's poisson: -99.3317 valid_0's quantile: 3.79381
[62] valid_0's poisson: -99.4273 valid_0's quantile: 3.78985
[63] valid_0's poisson: -99.5585 valid_0's quantile: 3.79122
[64] valid_0's poisson: -99.5552 valid_0's quantile: 3.75414
[65] valid_0's poisson: -99.5703 valid_0's quantile: 3.75228
[66] valid_0's poisson: -99.5705 valid_0's quantile: 3.75382
[67] valid_0's poisson: -99.5726 valid_0's quantile: 3.75457
[68] valid_0's poisson: -99.5834 valid_0's quantile: 3.7537
[69] valid_0's poisson: -99.9009 valid_0's quantile: 3.72874
[70] valid_0's poisson: -99.7652 valid_0's quantile: 3.72362
[71] valid_0's poisson: -99.777 valid_0's quantile: 3.72212
[72] valid_0's poisson: -99.7837 valid_0's quantile: 3.7229
[73] valid_0's poisson: -99.8486 valid_0's quantile: 3.72108
[74] valid_0's poisson: -99.8976 valid_0's quantile: 3.71413
[75] valid_0's poisson: -99.8549 valid_0's quantile: 3.70567
[76] valid_0's poisson: -99.9102 valid_0's quantile: 3.69887
[77] valid_0's poisson: -99.8969 valid_0's quantile: 3.6968
[78] valid_0's poisson: -99.86 valid_0's quantile: 3.68824
[79] valid_0's poisson: -100.01 valid_0's quantile: 3.66827
[80] valid_0's poisson: -100.062 valid_0's quantile: 3.66752
[81] valid_0's poisson: -100.05 valid_0's quantile: 3.66647
[82] valid_0's poisson: -100.079 valid_0's quantile: 3.66807
[83] valid_0's poisson: -100.096 valid_0's quantile: 3.66649
[84] valid_0's poisson: -100.139 valid_0's quantile: 3.66688
[85] valid_0's poisson: -100.114 valid_0's quantile: 3.65478
[86] valid_0's poisson: -100.142 valid_0's quantile: 3.65092
[87] valid_0's poisson: -100.185 valid_0's quantile: 3.65485
[88] valid_0's poisson: -100.192 valid_0's quantile: 3.6548
[89] valid_0's poisson: -100.094 valid_0's quantile: 3.642
[90] valid_0's poisson: -100.125 valid_0's quantile: 3.64129
[91] valid_0's poisson: -100.441 valid_0's quantile: 3.63667
[92] valid_0's poisson: -100.447 valid_0's quantile: 3.63628
[93] valid_0's poisson: -100.596 valid_0's quantile: 3.61482
[94] valid_0's poisson: -100.421 valid_0's quantile: 3.61202
[95] valid_0's poisson: -100.527 valid_0's quantile: 3.61128
[96] valid_0's poisson: -100.535 valid_0's quantile: 3.60485
[97] valid_0's poisson: -100.488 valid_0's quantile: 3.60615
[98] valid_0's poisson: -100.508 valid_0's quantile: 3.59986
[99] valid_0's poisson: -100.524 valid_0's quantile: 3.60336
[100] valid_0's poisson: -100.531 valid_0's quantile: 3.6012
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -75.2253 valid_0's quantile: 8.05886
[2] valid_0's poisson: -87.8605 valid_0's quantile: 6.12995
[3] valid_0's poisson: -88.549 valid_0's quantile: 5.94482
[4] valid_0's poisson: -89.6923 valid_0's quantile: 5.56428
[5] valid_0's poisson: -91.0974 valid_0's quantile: 5.22306
[6] valid_0's poisson: -91.0535 valid_0's quantile: 5.15574
[7] valid_0's poisson: -91.7395 valid_0's quantile: 5.04503
[8] valid_0's poisson: -91.8909 valid_0's quantile: 5.03864
[9] valid_0's poisson: -96.8101 valid_0's quantile: 4.53388
[10] valid_0's poisson: -97.0931 valid_0's quantile: 4.5092
[11] valid_0's poisson: -96.8552 valid_0's quantile: 4.46417
[12] valid_0's poisson: -96.859 valid_0's quantile: 4.44084
[13] valid_0's poisson: -96.8913 valid_0's quantile: 4.43289
[14] valid_0's poisson: -97.466 valid_0's quantile: 4.38052
[15] valid_0's poisson: -97.7487 valid_0's quantile: 4.34288
[16] valid_0's poisson: -97.7143 valid_0's quantile: 4.33351
[17] valid_0's poisson: -97.6341 valid_0's quantile: 4.31913
[18] valid_0's poisson: -99.1495 valid_0's quantile: 4.08461
[19] valid_0's poisson: -99.0248 valid_0's quantile: 4.08191
[20] valid_0's poisson: -99.3016 valid_0's quantile: 4.07775
[21] valid_0's poisson: -99.1013 valid_0's quantile: 4.0672
[22] valid_0's poisson: -99.3602 valid_0's quantile: 4.04853
[23] valid_0's poisson: -99.4123 valid_0's quantile: 4.04556
[24] valid_0's poisson: -99.4422 valid_0's quantile: 4.03814
[25] valid_0's poisson: -100.002 valid_0's quantile: 3.97084
[26] valid_0's poisson: -99.6326 valid_0's quantile: 3.93424
[27] valid_0's poisson: -99.652 valid_0's quantile: 3.91589
[28] valid_0's poisson: -99.6546 valid_0's quantile: 3.91497
[29] valid_0's poisson: -99.7244 valid_0's quantile: 3.90394
[30] valid_0's poisson: -99.6573 valid_0's quantile: 3.89894
[31] valid_0's poisson: -99.6921 valid_0's quantile: 3.91362
[32] valid_0's poisson: -99.7891 valid_0's quantile: 3.90743
[33] valid_0's poisson: -99.8072 valid_0's quantile: 3.86201
[34] valid_0's poisson: -99.8832 valid_0's quantile: 3.85531
[35] valid_0's poisson: -99.8522 valid_0's quantile: 3.85098
[36] valid_0's poisson: -99.8533 valid_0's quantile: 3.84986
[37] valid_0's poisson: -99.9451 valid_0's quantile: 3.84782
[38] valid_0's poisson: -100.003 valid_0's quantile: 3.84934
[39] valid_0's poisson: -99.97 valid_0's quantile: 3.82877
[40] valid_0's poisson: -99.8875 valid_0's quantile: 3.82393
[41] valid_0's poisson: -99.9817 valid_0's quantile: 3.81902
[42] valid_0's poisson: -99.9139 valid_0's quantile: 3.81606
[43] valid_0's poisson: -100.068 valid_0's quantile: 3.77591
[44] valid_0's poisson: -100.125 valid_0's quantile: 3.771
[45] valid_0's poisson: -100.181 valid_0's quantile: 3.76819
[46] valid_0's poisson: -100.149 valid_0's quantile: 3.77533
[47] valid_0's poisson: -100.235 valid_0's quantile: 3.77455
[48] valid_0's poisson: -100.195 valid_0's quantile: 3.77223
[49] valid_0's poisson: -100.168 valid_0's quantile: 3.77652
[50] valid_0's poisson: -100.164 valid_0's quantile: 3.77832
[51] valid_0's poisson: -100.16 valid_0's quantile: 3.76978
[52] valid_0's poisson: -100.166 valid_0's quantile: 3.76062
[53] valid_0's poisson: -100.176 valid_0's quantile: 3.76277
[54] valid_0's poisson: -100.212 valid_0's quantile: 3.75031
[55] valid_0's poisson: -100.385 valid_0's quantile: 3.74602
[56] valid_0's poisson: -100.34 valid_0's quantile: 3.74262
[57] valid_0's poisson: -100.33 valid_0's quantile: 3.74083
[58] valid_0's poisson: -100.17 valid_0's quantile: 3.72825
[59] valid_0's poisson: -100.772 valid_0's quantile: 3.70462
[60] valid_0's poisson: -100.783 valid_0's quantile: 3.70024
[61] valid_0's poisson: -100.781 valid_0's quantile: 3.6954
[62] valid_0's poisson: -100.779 valid_0's quantile: 3.69737
[63] valid_0's poisson: -100.784 valid_0's quantile: 3.69239
[64] valid_0's poisson: -100.755 valid_0's quantile: 3.68778
[65] valid_0's poisson: -100.811 valid_0's quantile: 3.68674
[66] valid_0's poisson: -100.8 valid_0's quantile: 3.67989
[67] valid_0's poisson: -100.851 valid_0's quantile: 3.67678
[68] valid_0's poisson: -100.821 valid_0's quantile: 3.66984
[69] valid_0's poisson: -100.882 valid_0's quantile: 3.65664
[70] valid_0's poisson: -100.913 valid_0's quantile: 3.64958
[71] valid_0's poisson: -100.85 valid_0's quantile: 3.65007
[72] valid_0's poisson: -100.958 valid_0's quantile: 3.64516
[73] valid_0's poisson: -100.867 valid_0's quantile: 3.64579
[74] valid_0's poisson: -100.851 valid_0's quantile: 3.64659
[75] valid_0's poisson: -100.999 valid_0's quantile: 3.63675
[76] valid_0's poisson: -101.014 valid_0's quantile: 3.63418
[77] valid_0's poisson: -101.005 valid_0's quantile: 3.63036
[78] valid_0's poisson: -101.051 valid_0's quantile: 3.62567
[79] valid_0's poisson: -101.014 valid_0's quantile: 3.62697
[80] valid_0's poisson: -101.081 valid_0's quantile: 3.6251
[81] valid_0's poisson: -101.054 valid_0's quantile: 3.62285
[82] valid_0's poisson: -101.084 valid_0's quantile: 3.62015
[83] valid_0's poisson: -101.045 valid_0's quantile: 3.6196
[84] valid_0's poisson: -101.123 valid_0's quantile: 3.60951
[85] valid_0's poisson: -101.156 valid_0's quantile: 3.60443
[86] valid_0's poisson: -101.152 valid_0's quantile: 3.60463
[87] valid_0's poisson: -101.136 valid_0's quantile: 3.60336
[88] valid_0's poisson: -101.128 valid_0's quantile: 3.6033
[89] valid_0's poisson: -101.337 valid_0's quantile: 3.58203
[90] valid_0's poisson: -101.341 valid_0's quantile: 3.58604
[91] valid_0's poisson: -101.416 valid_0's quantile: 3.5745
[92] valid_0's poisson: -101.367 valid_0's quantile: 3.56959
[93] valid_0's poisson: -101.46 valid_0's quantile: 3.56857
[94] valid_0's poisson: -101.455 valid_0's quantile: 3.56757
[95] valid_0's poisson: -101.354 valid_0's quantile: 3.57065
[96] valid_0's poisson: -101.384 valid_0's quantile: 3.56595
[97] valid_0's poisson: -101.389 valid_0's quantile: 3.56108
[98] valid_0's poisson: -101.396 valid_0's quantile: 3.55828
[99] valid_0's poisson: -101.391 valid_0's quantile: 3.55822
[100] valid_0's poisson: -101.35 valid_0's quantile: 3.56494
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -66.4887 valid_0's quantile: 10.1948
[2] valid_0's poisson: -72.014 valid_0's quantile: 8.82881
[3] valid_0's poisson: -76.5423 valid_0's quantile: 7.97427
[4] valid_0's poisson: -80.3509 valid_0's quantile: 7.22232
[5] valid_0's poisson: -84.2422 valid_0's quantile: 6.64299
[6] valid_0's poisson: -86.252 valid_0's quantile: 6.17003
[7] valid_0's poisson: -88.7512 valid_0's quantile: 5.81922
[8] valid_0's poisson: -90.7483 valid_0's quantile: 5.55178
[9] valid_0's poisson: -91.6601 valid_0's quantile: 5.34856
[10] valid_0's poisson: -92.713 valid_0's quantile: 5.18292
[11] valid_0's poisson: -93.5167 valid_0's quantile: 5.07912
[12] valid_0's poisson: -93.8671 valid_0's quantile: 4.95932
[13] valid_0's poisson: -94.5778 valid_0's quantile: 4.85011
[14] valid_0's poisson: -95.0894 valid_0's quantile: 4.77688
[15] valid_0's poisson: -95.3881 valid_0's quantile: 4.74115
[16] valid_0's poisson: -95.7122 valid_0's quantile: 4.69948
[17] valid_0's poisson: -95.8564 valid_0's quantile: 4.64033
[18] valid_0's poisson: -96.1968 valid_0's quantile: 4.6019
[19] valid_0's poisson: -96.5503 valid_0's quantile: 4.56781
[20] valid_0's poisson: -96.6322 valid_0's quantile: 4.55639
[21] valid_0's poisson: -96.7455 valid_0's quantile: 4.53349
[22] valid_0's poisson: -96.8411 valid_0's quantile: 4.52705
[23] valid_0's poisson: -96.9836 valid_0's quantile: 4.52103
[24] valid_0's poisson: -97.0462 valid_0's quantile: 4.51379
[25] valid_0's poisson: -97.0959 valid_0's quantile: 4.49533
[26] valid_0's poisson: -97.0857 valid_0's quantile: 4.49255
[27] valid_0's poisson: -97.0233 valid_0's quantile: 4.47692
[28] valid_0's poisson: -97.7317 valid_0's quantile: 4.39558
[29] valid_0's poisson: -97.7697 valid_0's quantile: 4.39172
[30] valid_0's poisson: -97.7952 valid_0's quantile: 4.38628
[31] valid_0's poisson: -97.8621 valid_0's quantile: 4.37879
[32] valid_0's poisson: -98.1555 valid_0's quantile: 4.31679
[33] valid_0's poisson: -98.2088 valid_0's quantile: 4.31426
[34] valid_0's poisson: -98.2413 valid_0's quantile: 4.30948
[35] valid_0's poisson: -98.6169 valid_0's quantile: 4.26993
[36] valid_0's poisson: -98.6341 valid_0's quantile: 4.26376
[37] valid_0's poisson: -98.7691 valid_0's quantile: 4.24498
[38] valid_0's poisson: -98.8997 valid_0's quantile: 4.22909
[39] valid_0's poisson: -98.9426 valid_0's quantile: 4.21903
[40] valid_0's poisson: -99.0531 valid_0's quantile: 4.20863
[41] valid_0's poisson: -99.2113 valid_0's quantile: 4.18933
[42] valid_0's poisson: -99.2125 valid_0's quantile: 4.18319
[43] valid_0's poisson: -99.2883 valid_0's quantile: 4.14996
[44] valid_0's poisson: -99.3003 valid_0's quantile: 4.1445
[45] valid_0's poisson: -99.3314 valid_0's quantile: 4.13991
[46] valid_0's poisson: -99.3556 valid_0's quantile: 4.13717
[47] valid_0's poisson: -99.359 valid_0's quantile: 4.1351
[48] valid_0's poisson: -99.4308 valid_0's quantile: 4.12749
[49] valid_0's poisson: -99.4607 valid_0's quantile: 4.12603
[50] valid_0's poisson: -99.3663 valid_0's quantile: 4.0861
[51] valid_0's poisson: -99.3558 valid_0's quantile: 4.08531
[52] valid_0's poisson: -99.3678 valid_0's quantile: 4.08223
[53] valid_0's poisson: -99.4176 valid_0's quantile: 4.07678
[54] valid_0's poisson: -99.4525 valid_0's quantile: 4.07302
[55] valid_0's poisson: -99.4769 valid_0's quantile: 4.07116
[56] valid_0's poisson: -99.4941 valid_0's quantile: 4.07098
[57] valid_0's poisson: -99.5365 valid_0's quantile: 4.05068
[58] valid_0's poisson: -99.6183 valid_0's quantile: 4.02799
[59] valid_0's poisson: -99.6468 valid_0's quantile: 4.02463
[60] valid_0's poisson: -99.7381 valid_0's quantile: 4.02073
[61] valid_0's poisson: -99.7411 valid_0's quantile: 4.01936
[62] valid_0's poisson: -99.7351 valid_0's quantile: 4.01915
[63] valid_0's poisson: -99.7566 valid_0's quantile: 4.01672
[64] valid_0's poisson: -99.7392 valid_0's quantile: 4.01585
[65] valid_0's poisson: -99.7229 valid_0's quantile: 3.99061
[66] valid_0's poisson: -99.7519 valid_0's quantile: 3.986
[67] valid_0's poisson: -99.7029 valid_0's quantile: 3.96758
[68] valid_0's poisson: -99.7084 valid_0's quantile: 3.96736
[69] valid_0's poisson: -99.8186 valid_0's quantile: 3.95798
[70] valid_0's poisson: -99.8543 valid_0's quantile: 3.95475
[71] valid_0's poisson: -99.9031 valid_0's quantile: 3.93856
[72] valid_0's poisson: -99.9016 valid_0's quantile: 3.93713
[73] valid_0's poisson: -99.965 valid_0's quantile: 3.92597
[74] valid_0's poisson: -99.9825 valid_0's quantile: 3.92445
[75] valid_0's poisson: -100.015 valid_0's quantile: 3.91678
[76] valid_0's poisson: -100.08 valid_0's quantile: 3.91563
[77] valid_0's poisson: -100.111 valid_0's quantile: 3.91412
[78] valid_0's poisson: -100.125 valid_0's quantile: 3.91316
[79] valid_0's poisson: -100.139 valid_0's quantile: 3.91044
[80] valid_0's poisson: -100.207 valid_0's quantile: 3.89487
[81] valid_0's poisson: -100.246 valid_0's quantile: 3.89393
[82] valid_0's poisson: -100.225 valid_0's quantile: 3.89398
[83] valid_0's poisson: -100.215 valid_0's quantile: 3.88821
[84] valid_0's poisson: -100.285 valid_0's quantile: 3.87686
[85] valid_0's poisson: -100.251 valid_0's quantile: 3.87124
[86] valid_0's poisson: -100.346 valid_0's quantile: 3.86248
[87] valid_0's poisson: -100.352 valid_0's quantile: 3.85772
[88] valid_0's poisson: -100.494 valid_0's quantile: 3.8362
[89] valid_0's poisson: -100.528 valid_0's quantile: 3.8288
[90] valid_0's poisson: -100.622 valid_0's quantile: 3.81347
[91] valid_0's poisson: -100.644 valid_0's quantile: 3.80919
[92] valid_0's poisson: -100.628 valid_0's quantile: 3.79449
[93] valid_0's poisson: -100.639 valid_0's quantile: 3.78211
[94] valid_0's poisson: -100.619 valid_0's quantile: 3.77648
[95] valid_0's poisson: -100.63 valid_0's quantile: 3.77654
[96] valid_0's poisson: -100.641 valid_0's quantile: 3.77609
[97] valid_0's poisson: -100.677 valid_0's quantile: 3.77526
[98] valid_0's poisson: -100.818 valid_0's quantile: 3.76754
[99] valid_0's poisson: -100.828 valid_0's quantile: 3.76634
[100] valid_0's poisson: -100.83 valid_0's quantile: 3.7662
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -66.4537 valid_0's quantile: 10.1868
[2] valid_0's poisson: -72.0172 valid_0's quantile: 8.81685
[3] valid_0's poisson: -76.4739 valid_0's quantile: 8.06288
[4] valid_0's poisson: -79.6046 valid_0's quantile: 7.26362
[5] valid_0's poisson: -83.5662 valid_0's quantile: 6.65513
[6] valid_0's poisson: -85.5475 valid_0's quantile: 6.21316
[7] valid_0's poisson: -88.0444 valid_0's quantile: 5.85314
[8] valid_0's poisson: -89.8612 valid_0's quantile: 5.60651
[9] valid_0's poisson: -91.2781 valid_0's quantile: 5.42809
[10] valid_0's poisson: -92.0402 valid_0's quantile: 5.24271
[11] valid_0's poisson: -93.3828 valid_0's quantile: 5.05719
[12] valid_0's poisson: -93.9586 valid_0's quantile: 4.95257
[13] valid_0's poisson: -94.7676 valid_0's quantile: 4.84086
[14] valid_0's poisson: -95.3759 valid_0's quantile: 4.75891
[15] valid_0's poisson: -95.6176 valid_0's quantile: 4.69915
[16] valid_0's poisson: -95.7987 valid_0's quantile: 4.67251
[17] valid_0's poisson: -96.0955 valid_0's quantile: 4.61799
[18] valid_0's poisson: -96.2739 valid_0's quantile: 4.5748
[19] valid_0's poisson: -96.5821 valid_0's quantile: 4.53962
[20] valid_0's poisson: -97.1268 valid_0's quantile: 4.47679
[21] valid_0's poisson: -97.2995 valid_0's quantile: 4.45683
[22] valid_0's poisson: -97.8407 valid_0's quantile: 4.38807
[23] valid_0's poisson: -97.8801 valid_0's quantile: 4.38313
[24] valid_0's poisson: -97.9684 valid_0's quantile: 4.36403
[25] valid_0's poisson: -98.216 valid_0's quantile: 4.29954
[26] valid_0's poisson: -98.307 valid_0's quantile: 4.28954
[27] valid_0's poisson: -98.3489 valid_0's quantile: 4.28661
[28] valid_0's poisson: -98.3916 valid_0's quantile: 4.24996
[29] valid_0's poisson: -98.5061 valid_0's quantile: 4.23785
[30] valid_0's poisson: -98.4342 valid_0's quantile: 4.21552
[31] valid_0's poisson: -98.5101 valid_0's quantile: 4.20644
[32] valid_0's poisson: -98.6933 valid_0's quantile: 4.16544
[33] valid_0's poisson: -98.7326 valid_0's quantile: 4.15521
[34] valid_0's poisson: -98.7397 valid_0's quantile: 4.15467
[35] valid_0's poisson: -98.7933 valid_0's quantile: 4.15068
[36] valid_0's poisson: -98.8726 valid_0's quantile: 4.14376
[37] valid_0's poisson: -98.9068 valid_0's quantile: 4.14242
[38] valid_0's poisson: -98.8688 valid_0's quantile: 4.14236
[39] valid_0's poisson: -98.9332 valid_0's quantile: 4.14134
[40] valid_0's poisson: -98.9513 valid_0's quantile: 4.14001
[41] valid_0's poisson: -98.9994 valid_0's quantile: 4.13436
[42] valid_0's poisson: -99.1562 valid_0's quantile: 4.11338
[43] valid_0's poisson: -99.1872 valid_0's quantile: 4.11037
[44] valid_0's poisson: -99.3647 valid_0's quantile: 4.08907
[45] valid_0's poisson: -99.4053 valid_0's quantile: 4.06849
[46] valid_0's poisson: -99.4579 valid_0's quantile: 4.01753
[47] valid_0's poisson: -99.5521 valid_0's quantile: 4.00969
[48] valid_0's poisson: -99.5564 valid_0's quantile: 4.00789
[49] valid_0's poisson: -99.6309 valid_0's quantile: 3.98977
[50] valid_0's poisson: -99.8031 valid_0's quantile: 3.96392
[51] valid_0's poisson: -99.8119 valid_0's quantile: 3.96338
[52] valid_0's poisson: -99.942 valid_0's quantile: 3.94291
[53] valid_0's poisson: -100.017 valid_0's quantile: 3.94002
[54] valid_0's poisson: -100.059 valid_0's quantile: 3.93476
[55] valid_0's poisson: -100.068 valid_0's quantile: 3.93448
[56] valid_0's poisson: -100.085 valid_0's quantile: 3.93223
[57] valid_0's poisson: -100.103 valid_0's quantile: 3.92835
[58] valid_0's poisson: -100.122 valid_0's quantile: 3.9278
[59] valid_0's poisson: -100.129 valid_0's quantile: 3.92611
[60] valid_0's poisson: -100.165 valid_0's quantile: 3.92457
[61] valid_0's poisson: -100.18 valid_0's quantile: 3.92107
[62] valid_0's poisson: -100.188 valid_0's quantile: 3.92035
[63] valid_0's poisson: -100.202 valid_0's quantile: 3.91831
[64] valid_0's poisson: -100.215 valid_0's quantile: 3.91451
[65] valid_0's poisson: -100.227 valid_0's quantile: 3.9119
[66] valid_0's poisson: -100.228 valid_0's quantile: 3.91119
[67] valid_0's poisson: -100.237 valid_0's quantile: 3.91032
[68] valid_0's poisson: -100.271 valid_0's quantile: 3.91017
[69] valid_0's poisson: -100.269 valid_0's quantile: 3.91071
[70] valid_0's poisson: -100.27 valid_0's quantile: 3.91027
[71] valid_0's poisson: -100.226 valid_0's quantile: 3.88738
[72] valid_0's poisson: -100.244 valid_0's quantile: 3.8815
[73] valid_0's poisson: -100.276 valid_0's quantile: 3.87853
[74] valid_0's poisson: -100.291 valid_0's quantile: 3.87702
[75] valid_0's poisson: -100.284 valid_0's quantile: 3.8769
[76] valid_0's poisson: -100.299 valid_0's quantile: 3.87502
[77] valid_0's poisson: -100.322 valid_0's quantile: 3.86933
[78] valid_0's poisson: -100.33 valid_0's quantile: 3.86808
[79] valid_0's poisson: -100.389 valid_0's quantile: 3.84835
[80] valid_0's poisson: -100.454 valid_0's quantile: 3.84257
[81] valid_0's poisson: -100.48 valid_0's quantile: 3.83962
[82] valid_0's poisson: -100.491 valid_0's quantile: 3.83919
[83] valid_0's poisson: -100.535 valid_0's quantile: 3.82981
[84] valid_0's poisson: -100.555 valid_0's quantile: 3.82947
[85] valid_0's poisson: -100.603 valid_0's quantile: 3.81444
[86] valid_0's poisson: -100.616 valid_0's quantile: 3.8114
[87] valid_0's poisson: -100.634 valid_0's quantile: 3.80792
[88] valid_0's poisson: -100.641 valid_0's quantile: 3.81335
[89] valid_0's poisson: -100.656 valid_0's quantile: 3.81193
[90] valid_0's poisson: -100.714 valid_0's quantile: 3.80025
[91] valid_0's poisson: -100.716 valid_0's quantile: 3.79984
[92] valid_0's poisson: -100.76 valid_0's quantile: 3.79612
[93] valid_0's poisson: -100.794 valid_0's quantile: 3.79548
[94] valid_0's poisson: -100.799 valid_0's quantile: 3.79503
[95] valid_0's poisson: -100.804 valid_0's quantile: 3.79443
[96] valid_0's poisson: -100.807 valid_0's quantile: 3.79402
[97] valid_0's poisson: -100.839 valid_0's quantile: 3.7915
[98] valid_0's poisson: -100.867 valid_0's quantile: 3.78246
[99] valid_0's poisson: -100.864 valid_0's quantile: 3.782
[100] valid_0's poisson: -100.873 valid_0's quantile: 3.78052
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -66.9534 valid_0's quantile: 10.1483
[2] valid_0's poisson: -72.268 valid_0's quantile: 8.76876
[3] valid_0's poisson: -76.9264 valid_0's quantile: 7.99048
[4] valid_0's poisson: -79.9328 valid_0's quantile: 7.17876
[5] valid_0's poisson: -83.9033 valid_0's quantile: 6.58936
[6] valid_0's poisson: -86.6586 valid_0's quantile: 6.15247
[7] valid_0's poisson: -88.6125 valid_0's quantile: 5.75041
[8] valid_0's poisson: -90.637 valid_0's quantile: 5.47734
[9] valid_0's poisson: -92.1268 valid_0's quantile: 5.22915
[10] valid_0's poisson: -93.2081 valid_0's quantile: 5.03396
[11] valid_0's poisson: -94.0611 valid_0's quantile: 4.91774
[12] valid_0's poisson: -94.6499 valid_0's quantile: 4.84343
[13] valid_0's poisson: -94.8127 valid_0's quantile: 4.76088
[14] valid_0's poisson: -95.13 valid_0's quantile: 4.69831
[15] valid_0's poisson: -95.3541 valid_0's quantile: 4.65057
[16] valid_0's poisson: -95.7376 valid_0's quantile: 4.59792
[17] valid_0's poisson: -96.0224 valid_0's quantile: 4.56546
[18] valid_0's poisson: -96.191 valid_0's quantile: 4.55101
[19] valid_0's poisson: -96.4039 valid_0's quantile: 4.52432
[20] valid_0's poisson: -96.4584 valid_0's quantile: 4.51605
[21] valid_0's poisson: -96.5171 valid_0's quantile: 4.50925
[22] valid_0's poisson: -96.9925 valid_0's quantile: 4.42538
[23] valid_0's poisson: -97.0627 valid_0's quantile: 4.41519
[24] valid_0's poisson: -97.1988 valid_0's quantile: 4.40014
[25] valid_0's poisson: -97.2107 valid_0's quantile: 4.39354
[26] valid_0's poisson: -97.6202 valid_0's quantile: 4.34276
[27] valid_0's poisson: -98.0015 valid_0's quantile: 4.29243
[28] valid_0's poisson: -98.1192 valid_0's quantile: 4.249
[29] valid_0's poisson: -98.2346 valid_0's quantile: 4.23642
[30] valid_0's poisson: -98.2535 valid_0's quantile: 4.23255
[31] valid_0's poisson: -98.3065 valid_0's quantile: 4.22797
[32] valid_0's poisson: -98.3786 valid_0's quantile: 4.22178
[33] valid_0's poisson: -98.4356 valid_0's quantile: 4.20982
[34] valid_0's poisson: -98.4738 valid_0's quantile: 4.20597
[35] valid_0's poisson: -98.5309 valid_0's quantile: 4.19843
[36] valid_0's poisson: -98.5875 valid_0's quantile: 4.19358
[37] valid_0's poisson: -98.6263 valid_0's quantile: 4.19014
[38] valid_0's poisson: -98.6324 valid_0's quantile: 4.18206
[39] valid_0's poisson: -98.6465 valid_0's quantile: 4.1781
[40] valid_0's poisson: -98.6625 valid_0's quantile: 4.1757
[41] valid_0's poisson: -98.7745 valid_0's quantile: 4.15924
[42] valid_0's poisson: -98.7759 valid_0's quantile: 4.15681
[43] valid_0's poisson: -98.8242 valid_0's quantile: 4.15071
[44] valid_0's poisson: -98.8756 valid_0's quantile: 4.1448
[45] valid_0's poisson: -98.9221 valid_0's quantile: 4.12756
[46] valid_0's poisson: -98.9921 valid_0's quantile: 4.11962
[47] valid_0's poisson: -98.9674 valid_0's quantile: 4.11829
[48] valid_0's poisson: -98.9707 valid_0's quantile: 4.11753
[49] valid_0's poisson: -98.9683 valid_0's quantile: 4.11592
[50] valid_0's poisson: -98.8646 valid_0's quantile: 4.10364
[51] valid_0's poisson: -98.893 valid_0's quantile: 4.10313
[52] valid_0's poisson: -98.8519 valid_0's quantile: 4.06181
[53] valid_0's poisson: -98.862 valid_0's quantile: 4.06154
[54] valid_0's poisson: -99.0014 valid_0's quantile: 4.0442
[55] valid_0's poisson: -99.0234 valid_0's quantile: 4.04272
[56] valid_0's poisson: -99.0251 valid_0's quantile: 4.04168
[57] valid_0's poisson: -99.0649 valid_0's quantile: 4.04066
[58] valid_0's poisson: -99.1655 valid_0's quantile: 4.02889
[59] valid_0's poisson: -99.1882 valid_0's quantile: 4.02751
[60] valid_0's poisson: -99.1889 valid_0's quantile: 4.02643
[61] valid_0's poisson: -99.2301 valid_0's quantile: 4.02301
[62] valid_0's poisson: -99.3133 valid_0's quantile: 4.01303
[63] valid_0's poisson: -99.2989 valid_0's quantile: 4.01174
[64] valid_0's poisson: -99.2988 valid_0's quantile: 4.00545
[65] valid_0's poisson: -99.1906 valid_0's quantile: 3.98917
[66] valid_0's poisson: -99.1969 valid_0's quantile: 3.98863
[67] valid_0's poisson: -99.2122 valid_0's quantile: 3.98131
[68] valid_0's poisson: -99.2289 valid_0's quantile: 3.9811
[69] valid_0's poisson: -99.2616 valid_0's quantile: 3.96902
[70] valid_0's poisson: -99.2663 valid_0's quantile: 3.96814
[71] valid_0's poisson: -99.2732 valid_0's quantile: 3.96789
[72] valid_0's poisson: -99.2847 valid_0's quantile: 3.96725
[73] valid_0's poisson: -99.4276 valid_0's quantile: 3.95486
[74] valid_0's poisson: -99.4395 valid_0's quantile: 3.95443
[75] valid_0's poisson: -99.3869 valid_0's quantile: 3.9571
[76] valid_0's poisson: -99.3833 valid_0's quantile: 3.95979
[77] valid_0's poisson: -99.3903 valid_0's quantile: 3.9594
[78] valid_0's poisson: -99.3975 valid_0's quantile: 3.9595
[79] valid_0's poisson: -99.3978 valid_0's quantile: 3.95928
[80] valid_0's poisson: -99.3987 valid_0's quantile: 3.95923
[81] valid_0's poisson: -99.404 valid_0's quantile: 3.95912
[82] valid_0's poisson: -99.3995 valid_0's quantile: 3.95367
[83] valid_0's poisson: -99.468 valid_0's quantile: 3.9422
[84] valid_0's poisson: -99.4857 valid_0's quantile: 3.93822
[85] valid_0's poisson: -99.4864 valid_0's quantile: 3.93749
[86] valid_0's poisson: -99.5458 valid_0's quantile: 3.92513
[87] valid_0's poisson: -99.5856 valid_0's quantile: 3.92099
[88] valid_0's poisson: -99.5923 valid_0's quantile: 3.92089
[89] valid_0's poisson: -99.6337 valid_0's quantile: 3.91583
[90] valid_0's poisson: -99.6688 valid_0's quantile: 3.90863
[91] valid_0's poisson: -99.675 valid_0's quantile: 3.90738
[92] valid_0's poisson: -99.8378 valid_0's quantile: 3.87998
[93] valid_0's poisson: -99.8919 valid_0's quantile: 3.87721
[94] valid_0's poisson: -99.9053 valid_0's quantile: 3.87681
[95] valid_0's poisson: -99.9862 valid_0's quantile: 3.87066
[96] valid_0's poisson: -100.002 valid_0's quantile: 3.86713
[97] valid_0's poisson: -99.9845 valid_0's quantile: 3.86568
[98] valid_0's poisson: -100.017 valid_0's quantile: 3.86376
[99] valid_0's poisson: -100.037 valid_0's quantile: 3.86343
[100] valid_0's poisson: -100.043 valid_0's quantile: 3.8635
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -68.5411 valid_0's quantile: 10.0344
[2] valid_0's poisson: -73.726 valid_0's quantile: 8.65522
[3] valid_0's poisson: -78.8225 valid_0's quantile: 7.75953
[4] valid_0's poisson: -81.6751 valid_0's quantile: 6.99314
[5] valid_0's poisson: -84.902 valid_0's quantile: 6.43573
[6] valid_0's poisson: -87.7355 valid_0's quantile: 6.02123
[7] valid_0's poisson: -89.1295 valid_0's quantile: 5.70808
[8] valid_0's poisson: -90.6994 valid_0's quantile: 5.46135
[9] valid_0's poisson: -91.8364 valid_0's quantile: 5.30099
[10] valid_0's poisson: -92.7437 valid_0's quantile: 5.18704
[11] valid_0's poisson: -93.8226 valid_0's quantile: 5.04261
[12] valid_0's poisson: -94.0573 valid_0's quantile: 4.90796
[13] valid_0's poisson: -94.6933 valid_0's quantile: 4.82065
[14] valid_0's poisson: -94.9825 valid_0's quantile: 4.76058
[15] valid_0's poisson: -95.4083 valid_0's quantile: 4.70854
[16] valid_0's poisson: -95.8461 valid_0's quantile: 4.65729
[17] valid_0's poisson: -96.1395 valid_0's quantile: 4.62262
[18] valid_0's poisson: -96.3597 valid_0's quantile: 4.60152
[19] valid_0's poisson: -96.4886 valid_0's quantile: 4.57827
[20] valid_0's poisson: -96.618 valid_0's quantile: 4.5648
[21] valid_0's poisson: -96.6992 valid_0's quantile: 4.55604
[22] valid_0's poisson: -96.9057 valid_0's quantile: 4.53375
[23] valid_0's poisson: -96.903 valid_0's quantile: 4.52837
[24] valid_0's poisson: -97.4065 valid_0's quantile: 4.43039
[25] valid_0's poisson: -97.5039 valid_0's quantile: 4.4191
[26] valid_0's poisson: -97.568 valid_0's quantile: 4.41214
[27] valid_0's poisson: -97.6064 valid_0's quantile: 4.40358
[28] valid_0's poisson: -97.6615 valid_0's quantile: 4.39795
[29] valid_0's poisson: -97.7653 valid_0's quantile: 4.38839
[30] valid_0's poisson: -97.8168 valid_0's quantile: 4.38273
[31] valid_0's poisson: -97.9389 valid_0's quantile: 4.3769
[32] valid_0's poisson: -97.9848 valid_0's quantile: 4.37384
[33] valid_0's poisson: -98.0287 valid_0's quantile: 4.36958
[34] valid_0's poisson: -97.9692 valid_0's quantile: 4.34412
[35] valid_0's poisson: -98.1701 valid_0's quantile: 4.29854
[36] valid_0's poisson: -98.2324 valid_0's quantile: 4.29225
[37] valid_0's poisson: -98.268 valid_0's quantile: 4.28901
[38] valid_0's poisson: -98.3372 valid_0's quantile: 4.28155
[39] valid_0's poisson: -98.38 valid_0's quantile: 4.27669
[40] valid_0's poisson: -98.3652 valid_0's quantile: 4.27059
[41] valid_0's poisson: -98.4107 valid_0's quantile: 4.26913
[42] valid_0's poisson: -98.4812 valid_0's quantile: 4.25032
[43] valid_0's poisson: -98.5286 valid_0's quantile: 4.24884
[44] valid_0's poisson: -98.5166 valid_0's quantile: 4.2473
[45] valid_0's poisson: -98.5362 valid_0's quantile: 4.24122
[46] valid_0's poisson: -98.4464 valid_0's quantile: 4.20746
[47] valid_0's poisson: -98.4854 valid_0's quantile: 4.18151
[48] valid_0's poisson: -98.5061 valid_0's quantile: 4.18113
[49] valid_0's poisson: -98.5191 valid_0's quantile: 4.18074
[50] valid_0's poisson: -98.5282 valid_0's quantile: 4.18051
[51] valid_0's poisson: -98.5365 valid_0's quantile: 4.18039
[52] valid_0's poisson: -98.5375 valid_0's quantile: 4.17971
[53] valid_0's poisson: -98.5592 valid_0's quantile: 4.1746
[54] valid_0's poisson: -98.5731 valid_0's quantile: 4.16116
[55] valid_0's poisson: -98.5839 valid_0's quantile: 4.14662
[56] valid_0's poisson: -98.6174 valid_0's quantile: 4.13981
[57] valid_0's poisson: -98.6101 valid_0's quantile: 4.13944
[58] valid_0's poisson: -98.6655 valid_0's quantile: 4.1259
[59] valid_0's poisson: -98.7126 valid_0's quantile: 4.12239
[60] valid_0's poisson: -98.7311 valid_0's quantile: 4.12115
[61] valid_0's poisson: -98.7408 valid_0's quantile: 4.11991
[62] valid_0's poisson: -98.7721 valid_0's quantile: 4.11471
[63] valid_0's poisson: -98.7875 valid_0's quantile: 4.1139
[64] valid_0's poisson: -98.8814 valid_0's quantile: 4.10083
[65] valid_0's poisson: -98.9187 valid_0's quantile: 4.09979
[66] valid_0's poisson: -98.9277 valid_0's quantile: 4.09984
[67] valid_0's poisson: -98.9096 valid_0's quantile: 4.09972
[68] valid_0's poisson: -98.781 valid_0's quantile: 4.08685
[69] valid_0's poisson: -98.7729 valid_0's quantile: 4.08634
[70] valid_0's poisson: -98.7737 valid_0's quantile: 4.08573
[71] valid_0's poisson: -98.7806 valid_0's quantile: 4.08269
[72] valid_0's poisson: -98.829 valid_0's quantile: 4.08034
[73] valid_0's poisson: -98.8379 valid_0's quantile: 4.0774
[74] valid_0's poisson: -98.9398 valid_0's quantile: 4.0626
[75] valid_0's poisson: -98.9213 valid_0's quantile: 4.06077
[76] valid_0's poisson: -98.9234 valid_0's quantile: 4.05857
[77] valid_0's poisson: -98.8852 valid_0's quantile: 4.05408
[78] valid_0's poisson: -98.9516 valid_0's quantile: 4.04837
[79] valid_0's poisson: -98.9471 valid_0's quantile: 4.04556
[80] valid_0's poisson: -98.9664 valid_0's quantile: 4.04395
[81] valid_0's poisson: -98.9971 valid_0's quantile: 4.03961
[82] valid_0's poisson: -99.4374 valid_0's quantile: 3.97425
[83] valid_0's poisson: -99.5071 valid_0's quantile: 3.96927
[84] valid_0's poisson: -99.5326 valid_0's quantile: 3.96818
[85] valid_0's poisson: -99.521 valid_0's quantile: 3.96684
[86] valid_0's poisson: -99.8355 valid_0's quantile: 3.91818
[87] valid_0's poisson: -99.8771 valid_0's quantile: 3.91475
[88] valid_0's poisson: -99.9116 valid_0's quantile: 3.91327
[89] valid_0's poisson: -100.019 valid_0's quantile: 3.90658
[90] valid_0's poisson: -100.001 valid_0's quantile: 3.90446
[91] valid_0's poisson: -100.007 valid_0's quantile: 3.90381
[92] valid_0's poisson: -100.032 valid_0's quantile: 3.90093
[93] valid_0's poisson: -100.044 valid_0's quantile: 3.89784
[94] valid_0's poisson: -100.028 valid_0's quantile: 3.89683
[95] valid_0's poisson: -100.046 valid_0's quantile: 3.89584
[96] valid_0's poisson: -100.071 valid_0's quantile: 3.89528
[97] valid_0's poisson: -100.09 valid_0's quantile: 3.89511
[98] valid_0's poisson: -100.1 valid_0's quantile: 3.89483
[99] valid_0's poisson: -100.091 valid_0's quantile: 3.89772
[100] valid_0's poisson: -100.131 valid_0's quantile: 3.89532
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -66.5743 valid_0's quantile: 10.1547
[2] valid_0's poisson: -70.4588 valid_0's quantile: 8.94273
[3] valid_0's poisson: -76.5883 valid_0's quantile: 7.94488
[4] valid_0's poisson: -79.95 valid_0's quantile: 7.13103
[5] valid_0's poisson: -83.0445 valid_0's quantile: 6.60139
[6] valid_0's poisson: -86.0475 valid_0's quantile: 6.11775
[7] valid_0's poisson: -88.7249 valid_0's quantile: 5.74464
[8] valid_0's poisson: -90.4926 valid_0's quantile: 5.46882
[9] valid_0's poisson: -91.7895 valid_0's quantile: 5.21946
[10] valid_0's poisson: -93.1025 valid_0's quantile: 5.02719
[11] valid_0's poisson: -94.1044 valid_0's quantile: 4.90008
[12] valid_0's poisson: -94.7825 valid_0's quantile: 4.79474
[13] valid_0's poisson: -95.1632 valid_0's quantile: 4.69129
[14] valid_0's poisson: -95.6426 valid_0's quantile: 4.62993
[15] valid_0's poisson: -95.9634 valid_0's quantile: 4.58718
[16] valid_0's poisson: -96.2167 valid_0's quantile: 4.55668
[17] valid_0's poisson: -96.3723 valid_0's quantile: 4.53834
[18] valid_0's poisson: -96.4988 valid_0's quantile: 4.51
[19] valid_0's poisson: -96.7349 valid_0's quantile: 4.48598
[20] valid_0's poisson: -96.806 valid_0's quantile: 4.46731
[21] valid_0's poisson: -96.8741 valid_0's quantile: 4.4571
[22] valid_0's poisson: -97.0314 valid_0's quantile: 4.44338
[23] valid_0's poisson: -97.2013 valid_0's quantile: 4.41788
[24] valid_0's poisson: -97.3387 valid_0's quantile: 4.39967
[25] valid_0's poisson: -97.3924 valid_0's quantile: 4.39385
[26] valid_0's poisson: -97.9845 valid_0's quantile: 4.30071
[27] valid_0's poisson: -98.4751 valid_0's quantile: 4.23842
[28] valid_0's poisson: -98.5699 valid_0's quantile: 4.23028
[29] valid_0's poisson: -98.6101 valid_0's quantile: 4.2273
[30] valid_0's poisson: -98.5733 valid_0's quantile: 4.21413
[31] valid_0's poisson: -99.0305 valid_0's quantile: 4.17062
[32] valid_0's poisson: -99.0157 valid_0's quantile: 4.1645
[33] valid_0's poisson: -99.0828 valid_0's quantile: 4.15603
[34] valid_0's poisson: -99.0972 valid_0's quantile: 4.15112
[35] valid_0's poisson: -99.1582 valid_0's quantile: 4.14466
[36] valid_0's poisson: -99.1957 valid_0's quantile: 4.13837
[37] valid_0's poisson: -99.2248 valid_0's quantile: 4.13231
[38] valid_0's poisson: -99.1371 valid_0's quantile: 4.12131
[39] valid_0's poisson: -99.1788 valid_0's quantile: 4.11799
[40] valid_0's poisson: -99.2106 valid_0's quantile: 4.1154
[41] valid_0's poisson: -99.2382 valid_0's quantile: 4.09843
[42] valid_0's poisson: -99.2815 valid_0's quantile: 4.09298
[43] valid_0's poisson: -99.3381 valid_0's quantile: 4.08117
[44] valid_0's poisson: -99.3418 valid_0's quantile: 4.07663
[45] valid_0's poisson: -99.3535 valid_0's quantile: 4.06995
[46] valid_0's poisson: -99.3694 valid_0's quantile: 4.06745
[47] valid_0's poisson: -99.6151 valid_0's quantile: 4.04462
[48] valid_0's poisson: -99.6389 valid_0's quantile: 4.04167
[49] valid_0's poisson: -99.5801 valid_0's quantile: 4.01319
[50] valid_0's poisson: -99.6005 valid_0's quantile: 4.01257
[51] valid_0's poisson: -99.661 valid_0's quantile: 4.00422
[52] valid_0's poisson: -99.7265 valid_0's quantile: 3.99205
[53] valid_0's poisson: -99.7333 valid_0's quantile: 3.98844
[54] valid_0's poisson: -99.7443 valid_0's quantile: 3.98671
[55] valid_0's poisson: -99.7658 valid_0's quantile: 3.98612
[56] valid_0's poisson: -99.7773 valid_0's quantile: 3.98336
[57] valid_0's poisson: -99.7817 valid_0's quantile: 3.98235
[58] valid_0's poisson: -99.8021 valid_0's quantile: 3.97874
[59] valid_0's poisson: -99.8162 valid_0's quantile: 3.97782
[60] valid_0's poisson: -99.8176 valid_0's quantile: 3.9776
[61] valid_0's poisson: -99.858 valid_0's quantile: 3.97722
[62] valid_0's poisson: -99.8688 valid_0's quantile: 3.97783
[63] valid_0's poisson: -99.8805 valid_0's quantile: 3.97794
[64] valid_0's poisson: -99.9484 valid_0's quantile: 3.97622
[65] valid_0's poisson: -99.9371 valid_0's quantile: 3.97538
[66] valid_0's poisson: -99.9546 valid_0's quantile: 3.96853
[67] valid_0's poisson: -99.9736 valid_0's quantile: 3.95078
[68] valid_0's poisson: -99.9924 valid_0's quantile: 3.94806
[69] valid_0's poisson: -100.037 valid_0's quantile: 3.93501
[70] valid_0's poisson: -100.054 valid_0's quantile: 3.93151
[71] valid_0's poisson: -100.158 valid_0's quantile: 3.9036
[72] valid_0's poisson: -100.198 valid_0's quantile: 3.87306
[73] valid_0's poisson: -100.311 valid_0's quantile: 3.85263
[74] valid_0's poisson: -100.391 valid_0's quantile: 3.83897
[75] valid_0's poisson: -100.401 valid_0's quantile: 3.82315
[76] valid_0's poisson: -100.464 valid_0's quantile: 3.81316
[77] valid_0's poisson: -100.492 valid_0's quantile: 3.81298
[78] valid_0's poisson: -100.5 valid_0's quantile: 3.80521
[79] valid_0's poisson: -100.515 valid_0's quantile: 3.79964
[80] valid_0's poisson: -100.532 valid_0's quantile: 3.79966
[81] valid_0's poisson: -100.536 valid_0's quantile: 3.79108
[82] valid_0's poisson: -100.551 valid_0's quantile: 3.79095
[83] valid_0's poisson: -100.564 valid_0's quantile: 3.79086
[84] valid_0's poisson: -100.542 valid_0's quantile: 3.79352
[85] valid_0's poisson: -100.548 valid_0's quantile: 3.79297
[86] valid_0's poisson: -100.56 valid_0's quantile: 3.78925
[87] valid_0's poisson: -100.561 valid_0's quantile: 3.78907
[88] valid_0's poisson: -100.595 valid_0's quantile: 3.7872
[89] valid_0's poisson: -100.654 valid_0's quantile: 3.78089
[90] valid_0's poisson: -100.732 valid_0's quantile: 3.7686
[91] valid_0's poisson: -100.742 valid_0's quantile: 3.76721
[92] valid_0's poisson: -100.729 valid_0's quantile: 3.76537
[93] valid_0's poisson: -100.903 valid_0's quantile: 3.73831
[94] valid_0's poisson: -100.929 valid_0's quantile: 3.73641
[95] valid_0's poisson: -100.924 valid_0's quantile: 3.73443
[96] valid_0's poisson: -100.928 valid_0's quantile: 3.73449
[97] valid_0's poisson: -101.007 valid_0's quantile: 3.72806
[98] valid_0's poisson: -101.019 valid_0's quantile: 3.72981
[99] valid_0's poisson: -100.995 valid_0's quantile: 3.72972
[100] valid_0's poisson: -101.011 valid_0's quantile: 3.72959
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -66.4887 valid_0's quantile: 10.1948
[2] valid_0's poisson: -72.014 valid_0's quantile: 8.82881
[3] valid_0's poisson: -76.5423 valid_0's quantile: 7.97427
[4] valid_0's poisson: -80.3509 valid_0's quantile: 7.22232
[5] valid_0's poisson: -84.2422 valid_0's quantile: 6.64299
[6] valid_0's poisson: -86.252 valid_0's quantile: 6.17003
[7] valid_0's poisson: -88.7512 valid_0's quantile: 5.81922
[8] valid_0's poisson: -90.7483 valid_0's quantile: 5.55178
[9] valid_0's poisson: -91.6601 valid_0's quantile: 5.34856
[10] valid_0's poisson: -92.713 valid_0's quantile: 5.18292
[11] valid_0's poisson: -93.5167 valid_0's quantile: 5.07912
[12] valid_0's poisson: -93.8671 valid_0's quantile: 4.95932
[13] valid_0's poisson: -94.5778 valid_0's quantile: 4.85011
[14] valid_0's poisson: -95.0894 valid_0's quantile: 4.77688
[15] valid_0's poisson: -95.3881 valid_0's quantile: 4.74115
[16] valid_0's poisson: -95.7122 valid_0's quantile: 4.69948
[17] valid_0's poisson: -95.8564 valid_0's quantile: 4.64033
[18] valid_0's poisson: -96.1968 valid_0's quantile: 4.6019
[19] valid_0's poisson: -96.5503 valid_0's quantile: 4.56781
[20] valid_0's poisson: -96.6322 valid_0's quantile: 4.55639
[21] valid_0's poisson: -96.7455 valid_0's quantile: 4.53349
[22] valid_0's poisson: -96.8411 valid_0's quantile: 4.52705
[23] valid_0's poisson: -96.9836 valid_0's quantile: 4.52103
[24] valid_0's poisson: -97.0462 valid_0's quantile: 4.51379
[25] valid_0's poisson: -97.0959 valid_0's quantile: 4.49533
[26] valid_0's poisson: -97.0857 valid_0's quantile: 4.49255
[27] valid_0's poisson: -97.0233 valid_0's quantile: 4.47692
[28] valid_0's poisson: -97.7317 valid_0's quantile: 4.39558
[29] valid_0's poisson: -97.7697 valid_0's quantile: 4.39172
[30] valid_0's poisson: -97.7952 valid_0's quantile: 4.38628
[31] valid_0's poisson: -97.8621 valid_0's quantile: 4.37879
[32] valid_0's poisson: -98.1555 valid_0's quantile: 4.31679
[33] valid_0's poisson: -98.2088 valid_0's quantile: 4.31426
[34] valid_0's poisson: -98.2413 valid_0's quantile: 4.30948
[35] valid_0's poisson: -98.6169 valid_0's quantile: 4.26993
[36] valid_0's poisson: -98.6341 valid_0's quantile: 4.26376
[37] valid_0's poisson: -98.7691 valid_0's quantile: 4.24498
[38] valid_0's poisson: -98.8997 valid_0's quantile: 4.22909
[39] valid_0's poisson: -98.9426 valid_0's quantile: 4.21903
[40] valid_0's poisson: -99.0531 valid_0's quantile: 4.20863
[41] valid_0's poisson: -99.2113 valid_0's quantile: 4.18933
[42] valid_0's poisson: -99.2125 valid_0's quantile: 4.18319
[43] valid_0's poisson: -99.2883 valid_0's quantile: 4.14996
[44] valid_0's poisson: -99.3003 valid_0's quantile: 4.1445
[45] valid_0's poisson: -99.3314 valid_0's quantile: 4.13991
[46] valid_0's poisson: -99.3556 valid_0's quantile: 4.13717
[47] valid_0's poisson: -99.359 valid_0's quantile: 4.1351
[48] valid_0's poisson: -99.4308 valid_0's quantile: 4.12749
[49] valid_0's poisson: -99.4607 valid_0's quantile: 4.12603
[50] valid_0's poisson: -99.3663 valid_0's quantile: 4.0861
[51] valid_0's poisson: -99.3558 valid_0's quantile: 4.08531
[52] valid_0's poisson: -99.3678 valid_0's quantile: 4.08223
[53] valid_0's poisson: -99.4176 valid_0's quantile: 4.07678
[54] valid_0's poisson: -99.4525 valid_0's quantile: 4.07302
[55] valid_0's poisson: -99.4769 valid_0's quantile: 4.07116
[56] valid_0's poisson: -99.4941 valid_0's quantile: 4.07098
[57] valid_0's poisson: -99.5365 valid_0's quantile: 4.05068
[58] valid_0's poisson: -99.6183 valid_0's quantile: 4.02799
[59] valid_0's poisson: -99.6468 valid_0's quantile: 4.02463
[60] valid_0's poisson: -99.7381 valid_0's quantile: 4.02073
[61] valid_0's poisson: -99.7411 valid_0's quantile: 4.01936
[62] valid_0's poisson: -99.7351 valid_0's quantile: 4.01915
[63] valid_0's poisson: -99.7566 valid_0's quantile: 4.01672
[64] valid_0's poisson: -99.7392 valid_0's quantile: 4.01585
[65] valid_0's poisson: -99.7229 valid_0's quantile: 3.99061
[66] valid_0's poisson: -99.7519 valid_0's quantile: 3.986
[67] valid_0's poisson: -99.7029 valid_0's quantile: 3.96758
[68] valid_0's poisson: -99.7084 valid_0's quantile: 3.96736
[69] valid_0's poisson: -99.8186 valid_0's quantile: 3.95798
[70] valid_0's poisson: -99.8543 valid_0's quantile: 3.95475
[71] valid_0's poisson: -99.9031 valid_0's quantile: 3.93856
[72] valid_0's poisson: -99.9016 valid_0's quantile: 3.93713
[73] valid_0's poisson: -99.965 valid_0's quantile: 3.92597
[74] valid_0's poisson: -99.9825 valid_0's quantile: 3.92445
[75] valid_0's poisson: -100.015 valid_0's quantile: 3.91678
[76] valid_0's poisson: -100.08 valid_0's quantile: 3.91563
[77] valid_0's poisson: -100.111 valid_0's quantile: 3.91412
[78] valid_0's poisson: -100.125 valid_0's quantile: 3.91316
[79] valid_0's poisson: -100.139 valid_0's quantile: 3.91044
[80] valid_0's poisson: -100.207 valid_0's quantile: 3.89487
[81] valid_0's poisson: -100.246 valid_0's quantile: 3.89393
[82] valid_0's poisson: -100.225 valid_0's quantile: 3.89398
[83] valid_0's poisson: -100.215 valid_0's quantile: 3.88821
[84] valid_0's poisson: -100.285 valid_0's quantile: 3.87686
[85] valid_0's poisson: -100.251 valid_0's quantile: 3.87124
[86] valid_0's poisson: -100.346 valid_0's quantile: 3.86248
[87] valid_0's poisson: -100.352 valid_0's quantile: 3.85772
[88] valid_0's poisson: -100.379 valid_0's quantile: 3.85135
[89] valid_0's poisson: -100.424 valid_0's quantile: 3.8466
[90] valid_0's poisson: -100.564 valid_0's quantile: 3.82515
[91] valid_0's poisson: -100.6 valid_0's quantile: 3.81798
[92] valid_0's poisson: -100.626 valid_0's quantile: 3.81592
[93] valid_0's poisson: -100.602 valid_0's quantile: 3.80333
[94] valid_0's poisson: -100.658 valid_0's quantile: 3.80269
[95] valid_0's poisson: -100.673 valid_0's quantile: 3.80288
[96] valid_0's poisson: -100.685 valid_0's quantile: 3.80279
[97] valid_0's poisson: -100.645 valid_0's quantile: 3.78966
[98] valid_0's poisson: -100.699 valid_0's quantile: 3.78257
[99] valid_0's poisson: -100.736 valid_0's quantile: 3.78114
[100] valid_0's poisson: -100.706 valid_0's quantile: 3.7776
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -66.4537 valid_0's quantile: 10.1868
[2] valid_0's poisson: -72.0172 valid_0's quantile: 8.81685
[3] valid_0's poisson: -76.4739 valid_0's quantile: 8.06288
[4] valid_0's poisson: -79.6046 valid_0's quantile: 7.26362
[5] valid_0's poisson: -83.5662 valid_0's quantile: 6.65513
[6] valid_0's poisson: -85.5475 valid_0's quantile: 6.21316
[7] valid_0's poisson: -88.0444 valid_0's quantile: 5.85314
[8] valid_0's poisson: -89.8612 valid_0's quantile: 5.60651
[9] valid_0's poisson: -91.2781 valid_0's quantile: 5.42809
[10] valid_0's poisson: -92.0402 valid_0's quantile: 5.24271
[11] valid_0's poisson: -93.3828 valid_0's quantile: 5.05719
[12] valid_0's poisson: -93.9586 valid_0's quantile: 4.95257
[13] valid_0's poisson: -94.7676 valid_0's quantile: 4.84086
[14] valid_0's poisson: -95.3759 valid_0's quantile: 4.75891
[15] valid_0's poisson: -95.6176 valid_0's quantile: 4.69915
[16] valid_0's poisson: -95.7987 valid_0's quantile: 4.67251
[17] valid_0's poisson: -96.0955 valid_0's quantile: 4.61799
[18] valid_0's poisson: -96.2739 valid_0's quantile: 4.5748
[19] valid_0's poisson: -96.5821 valid_0's quantile: 4.53962
[20] valid_0's poisson: -97.1268 valid_0's quantile: 4.47679
[21] valid_0's poisson: -97.2995 valid_0's quantile: 4.45683
[22] valid_0's poisson: -97.8407 valid_0's quantile: 4.38807
[23] valid_0's poisson: -97.8801 valid_0's quantile: 4.38313
[24] valid_0's poisson: -97.9684 valid_0's quantile: 4.36403
[25] valid_0's poisson: -98.216 valid_0's quantile: 4.29954
[26] valid_0's poisson: -98.307 valid_0's quantile: 4.28954
[27] valid_0's poisson: -98.3489 valid_0's quantile: 4.28661
[28] valid_0's poisson: -98.3916 valid_0's quantile: 4.24996
[29] valid_0's poisson: -98.5061 valid_0's quantile: 4.23785
[30] valid_0's poisson: -98.4342 valid_0's quantile: 4.21552
[31] valid_0's poisson: -98.5101 valid_0's quantile: 4.20644
[32] valid_0's poisson: -98.6933 valid_0's quantile: 4.16544
[33] valid_0's poisson: -98.7326 valid_0's quantile: 4.15521
[34] valid_0's poisson: -98.7397 valid_0's quantile: 4.15467
[35] valid_0's poisson: -98.7933 valid_0's quantile: 4.15068
[36] valid_0's poisson: -98.8726 valid_0's quantile: 4.14376
[37] valid_0's poisson: -98.9068 valid_0's quantile: 4.14242
[38] valid_0's poisson: -98.8688 valid_0's quantile: 4.14236
[39] valid_0's poisson: -98.9332 valid_0's quantile: 4.14134
[40] valid_0's poisson: -98.9438 valid_0's quantile: 4.14042
[41] valid_0's poisson: -98.9959 valid_0's quantile: 4.13587
[42] valid_0's poisson: -98.9967 valid_0's quantile: 4.13407
[43] valid_0's poisson: -99.2219 valid_0's quantile: 4.11064
[44] valid_0's poisson: -99.325 valid_0's quantile: 4.09499
[45] valid_0's poisson: -99.3431 valid_0's quantile: 4.09443
[46] valid_0's poisson: -99.3795 valid_0's quantile: 4.09046
[47] valid_0's poisson: -99.3567 valid_0's quantile: 4.09574
[48] valid_0's poisson: -99.3113 valid_0's quantile: 4.0948
[49] valid_0's poisson: -99.3619 valid_0's quantile: 4.07744
[50] valid_0's poisson: -99.374 valid_0's quantile: 4.07513
[51] valid_0's poisson: -99.3746 valid_0's quantile: 4.07517
[52] valid_0's poisson: -99.3683 valid_0's quantile: 4.07483
[53] valid_0's poisson: -99.366 valid_0's quantile: 4.07094
[54] valid_0's poisson: -99.5052 valid_0's quantile: 4.05317
[55] valid_0's poisson: -99.5537 valid_0's quantile: 4.05081
[56] valid_0's poisson: -99.6091 valid_0's quantile: 4.04536
[57] valid_0's poisson: -99.6132 valid_0's quantile: 4.04563
[58] valid_0's poisson: -99.6745 valid_0's quantile: 4.04109
[59] valid_0's poisson: -99.6885 valid_0's quantile: 4.038
[60] valid_0's poisson: -99.7053 valid_0's quantile: 4.0363
[61] valid_0's poisson: -99.822 valid_0's quantile: 4.0048
[62] valid_0's poisson: -99.9528 valid_0's quantile: 3.98326
[63] valid_0's poisson: -99.9642 valid_0's quantile: 3.98168
[64] valid_0's poisson: -99.9629 valid_0's quantile: 3.94395
[65] valid_0's poisson: -99.9992 valid_0's quantile: 3.94157
[66] valid_0's poisson: -100.015 valid_0's quantile: 3.94129
[67] valid_0's poisson: -100.032 valid_0's quantile: 3.93829
[68] valid_0's poisson: -100.029 valid_0's quantile: 3.93618
[69] valid_0's poisson: -100.038 valid_0's quantile: 3.9347
[70] valid_0's poisson: -100.09 valid_0's quantile: 3.92988
[71] valid_0's poisson: -100.094 valid_0's quantile: 3.92846
[72] valid_0's poisson: -100.103 valid_0's quantile: 3.92813
[73] valid_0's poisson: -100.137 valid_0's quantile: 3.9257
[74] valid_0's poisson: -100.152 valid_0's quantile: 3.92331
[75] valid_0's poisson: -100.16 valid_0's quantile: 3.92026
[76] valid_0's poisson: -100.165 valid_0's quantile: 3.92053
[77] valid_0's poisson: -100.165 valid_0's quantile: 3.91958
[78] valid_0's poisson: -100.148 valid_0's quantile: 3.91845
[79] valid_0's poisson: -100.167 valid_0's quantile: 3.91514
[80] valid_0's poisson: -100.18 valid_0's quantile: 3.91407
[81] valid_0's poisson: -100.187 valid_0's quantile: 3.91346
[82] valid_0's poisson: -100.192 valid_0's quantile: 3.91301
[83] valid_0's poisson: -100.19 valid_0's quantile: 3.91263
[84] valid_0's poisson: -100.264 valid_0's quantile: 3.90485
[85] valid_0's poisson: -100.265 valid_0's quantile: 3.90457
[86] valid_0's poisson: -100.334 valid_0's quantile: 3.89705
[87] valid_0's poisson: -100.356 valid_0's quantile: 3.89555
[88] valid_0's poisson: -100.362 valid_0's quantile: 3.89519
[89] valid_0's poisson: -100.392 valid_0's quantile: 3.88987
[90] valid_0's poisson: -100.397 valid_0's quantile: 3.88912
[91] valid_0's poisson: -100.392 valid_0's quantile: 3.88875
[92] valid_0's poisson: -100.395 valid_0's quantile: 3.87808
[93] valid_0's poisson: -100.418 valid_0's quantile: 3.87625
[94] valid_0's poisson: -100.466 valid_0's quantile: 3.86808
[95] valid_0's poisson: -100.47 valid_0's quantile: 3.86584
[96] valid_0's poisson: -100.467 valid_0's quantile: 3.86425
[97] valid_0's poisson: -100.348 valid_0's quantile: 3.8515
[98] valid_0's poisson: -100.421 valid_0's quantile: 3.84681
[99] valid_0's poisson: -100.408 valid_0's quantile: 3.8387
[100] valid_0's poisson: -100.415 valid_0's quantile: 3.83808
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -66.9534 valid_0's quantile: 10.1483
[2] valid_0's poisson: -72.268 valid_0's quantile: 8.76876
[3] valid_0's poisson: -76.9264 valid_0's quantile: 7.99048
[4] valid_0's poisson: -79.9328 valid_0's quantile: 7.17876
[5] valid_0's poisson: -83.9033 valid_0's quantile: 6.58936
[6] valid_0's poisson: -86.6586 valid_0's quantile: 6.15247
[7] valid_0's poisson: -88.6125 valid_0's quantile: 5.75041
[8] valid_0's poisson: -90.637 valid_0's quantile: 5.47734
[9] valid_0's poisson: -92.1268 valid_0's quantile: 5.22915
[10] valid_0's poisson: -93.2081 valid_0's quantile: 5.03396
[11] valid_0's poisson: -94.0611 valid_0's quantile: 4.91774
[12] valid_0's poisson: -94.6499 valid_0's quantile: 4.84343
[13] valid_0's poisson: -94.8127 valid_0's quantile: 4.76088
[14] valid_0's poisson: -95.13 valid_0's quantile: 4.69831
[15] valid_0's poisson: -95.3541 valid_0's quantile: 4.65057
[16] valid_0's poisson: -95.7376 valid_0's quantile: 4.59792
[17] valid_0's poisson: -96.0224 valid_0's quantile: 4.56546
[18] valid_0's poisson: -96.191 valid_0's quantile: 4.55101
[19] valid_0's poisson: -96.4039 valid_0's quantile: 4.52432
[20] valid_0's poisson: -96.4584 valid_0's quantile: 4.51605
[21] valid_0's poisson: -96.5171 valid_0's quantile: 4.50925
[22] valid_0's poisson: -96.9925 valid_0's quantile: 4.42538
[23] valid_0's poisson: -97.0627 valid_0's quantile: 4.41519
[24] valid_0's poisson: -97.1988 valid_0's quantile: 4.40014
[25] valid_0's poisson: -97.2068 valid_0's quantile: 4.3948
[26] valid_0's poisson: -97.2919 valid_0's quantile: 4.38266
[27] valid_0's poisson: -97.3453 valid_0's quantile: 4.37753
[28] valid_0's poisson: -97.4455 valid_0's quantile: 4.36674
[29] valid_0's poisson: -97.5505 valid_0's quantile: 4.35877
[30] valid_0's poisson: -97.5798 valid_0's quantile: 4.35581
[31] valid_0's poisson: -97.6323 valid_0's quantile: 4.34771
[32] valid_0's poisson: -97.6741 valid_0's quantile: 4.34521
[33] valid_0's poisson: -97.7109 valid_0's quantile: 4.33719
[34] valid_0's poisson: -97.7368 valid_0's quantile: 4.2977
[35] valid_0's poisson: -97.803 valid_0's quantile: 4.28833
[36] valid_0's poisson: -97.808 valid_0's quantile: 4.28667
[37] valid_0's poisson: -97.8604 valid_0's quantile: 4.28084
[38] valid_0's poisson: -97.8997 valid_0's quantile: 4.27759
[39] valid_0's poisson: -98.3163 valid_0's quantile: 4.22978
[40] valid_0's poisson: -98.3341 valid_0's quantile: 4.21973
[41] valid_0's poisson: -98.3249 valid_0's quantile: 4.21575
[42] valid_0's poisson: -98.3541 valid_0's quantile: 4.21179
[43] valid_0's poisson: -98.3798 valid_0's quantile: 4.20844
[44] valid_0's poisson: -98.407 valid_0's quantile: 4.20518
[45] valid_0's poisson: -98.4199 valid_0's quantile: 4.19874
[46] valid_0's poisson: -98.4687 valid_0's quantile: 4.19274
[47] valid_0's poisson: -98.4894 valid_0's quantile: 4.19192
[48] valid_0's poisson: -98.5441 valid_0's quantile: 4.17471
[49] valid_0's poisson: -98.5795 valid_0's quantile: 4.17167
[50] valid_0's poisson: -98.4634 valid_0's quantile: 4.15705
[51] valid_0's poisson: -98.4754 valid_0's quantile: 4.14452
[52] valid_0's poisson: -98.5291 valid_0's quantile: 4.14158
[53] valid_0's poisson: -98.5252 valid_0's quantile: 4.1409
[54] valid_0's poisson: -98.5436 valid_0's quantile: 4.09464
[55] valid_0's poisson: -98.6038 valid_0's quantile: 4.08787
[56] valid_0's poisson: -98.6261 valid_0's quantile: 4.08556
[57] valid_0's poisson: -98.63 valid_0's quantile: 4.07069
[58] valid_0's poisson: -98.6585 valid_0's quantile: 4.06822
[59] valid_0's poisson: -98.7644 valid_0's quantile: 4.05505
[60] valid_0's poisson: -98.7852 valid_0's quantile: 4.05315
[61] valid_0's poisson: -98.8046 valid_0's quantile: 4.05133
[62] valid_0's poisson: -98.8051 valid_0's quantile: 4.05102
[63] valid_0's poisson: -98.8196 valid_0's quantile: 4.04742
[64] valid_0's poisson: -98.8321 valid_0's quantile: 4.04918
[65] valid_0's poisson: -98.8141 valid_0's quantile: 4.05207
[66] valid_0's poisson: -98.8113 valid_0's quantile: 4.05191
[67] valid_0's poisson: -98.8344 valid_0's quantile: 4.04905
[68] valid_0's poisson: -98.8573 valid_0's quantile: 4.04759
[69] valid_0's poisson: -98.9284 valid_0's quantile: 4.0379
[70] valid_0's poisson: -98.9399 valid_0's quantile: 4.03704
[71] valid_0's poisson: -98.9446 valid_0's quantile: 4.03576
[72] valid_0's poisson: -98.9862 valid_0's quantile: 4.03789
[73] valid_0's poisson: -98.9968 valid_0's quantile: 4.0377
[74] valid_0's poisson: -99.0279 valid_0's quantile: 4.03713
[75] valid_0's poisson: -99.0331 valid_0's quantile: 4.03698
[76] valid_0's poisson: -99.0622 valid_0's quantile: 4.0231
[77] valid_0's poisson: -99.1262 valid_0's quantile: 4.0154
[78] valid_0's poisson: -99.1531 valid_0's quantile: 4.01218
[79] valid_0's poisson: -99.2147 valid_0's quantile: 4.00126
[80] valid_0's poisson: -99.2177 valid_0's quantile: 4.0003
[81] valid_0's poisson: -99.1091 valid_0's quantile: 3.98676
[82] valid_0's poisson: -99.1571 valid_0's quantile: 3.97614
[83] valid_0's poisson: -99.1861 valid_0's quantile: 3.95365
[84] valid_0's poisson: -99.4179 valid_0's quantile: 3.91885
[85] valid_0's poisson: -99.4129 valid_0's quantile: 3.91837
[86] valid_0's poisson: -99.4762 valid_0's quantile: 3.91355
[87] valid_0's poisson: -99.6946 valid_0's quantile: 3.87943
[88] valid_0's poisson: -99.7688 valid_0's quantile: 3.87451
[89] valid_0's poisson: -99.8313 valid_0's quantile: 3.86377
[90] valid_0's poisson: -99.8562 valid_0's quantile: 3.86068
[91] valid_0's poisson: -99.884 valid_0's quantile: 3.85933
[92] valid_0's poisson: -99.9609 valid_0's quantile: 3.85613
[93] valid_0's poisson: -99.9602 valid_0's quantile: 3.85584
[94] valid_0's poisson: -100.022 valid_0's quantile: 3.84951
[95] valid_0's poisson: -100.031 valid_0's quantile: 3.84694
[96] valid_0's poisson: -100.073 valid_0's quantile: 3.84658
[97] valid_0's poisson: -100.079 valid_0's quantile: 3.84462
[98] valid_0's poisson: -100.055 valid_0's quantile: 3.83732
[99] valid_0's poisson: -100.019 valid_0's quantile: 3.83613
[100] valid_0's poisson: -100.028 valid_0's quantile: 3.83555
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -68.5411 valid_0's quantile: 10.0344
[2] valid_0's poisson: -73.726 valid_0's quantile: 8.65522
[3] valid_0's poisson: -78.8225 valid_0's quantile: 7.75953
[4] valid_0's poisson: -81.6751 valid_0's quantile: 6.99314
[5] valid_0's poisson: -84.902 valid_0's quantile: 6.43573
[6] valid_0's poisson: -87.7355 valid_0's quantile: 6.02123
[7] valid_0's poisson: -89.1295 valid_0's quantile: 5.70808
[8] valid_0's poisson: -90.6994 valid_0's quantile: 5.46135
[9] valid_0's poisson: -91.8364 valid_0's quantile: 5.30099
[10] valid_0's poisson: -92.7437 valid_0's quantile: 5.18704
[11] valid_0's poisson: -93.8226 valid_0's quantile: 5.04261
[12] valid_0's poisson: -94.0573 valid_0's quantile: 4.90796
[13] valid_0's poisson: -94.6933 valid_0's quantile: 4.82065
[14] valid_0's poisson: -94.9825 valid_0's quantile: 4.76058
[15] valid_0's poisson: -95.4083 valid_0's quantile: 4.70854
[16] valid_0's poisson: -95.8461 valid_0's quantile: 4.65729
[17] valid_0's poisson: -96.1395 valid_0's quantile: 4.62262
[18] valid_0's poisson: -96.3597 valid_0's quantile: 4.60152
[19] valid_0's poisson: -96.4886 valid_0's quantile: 4.57827
[20] valid_0's poisson: -96.618 valid_0's quantile: 4.5648
[21] valid_0's poisson: -96.6992 valid_0's quantile: 4.55604
[22] valid_0's poisson: -96.9057 valid_0's quantile: 4.53375
[23] valid_0's poisson: -96.903 valid_0's quantile: 4.52837
[24] valid_0's poisson: -97.4065 valid_0's quantile: 4.43039
[25] valid_0's poisson: -97.5039 valid_0's quantile: 4.4191
[26] valid_0's poisson: -97.568 valid_0's quantile: 4.41214
[27] valid_0's poisson: -97.6064 valid_0's quantile: 4.40358
[28] valid_0's poisson: -97.6615 valid_0's quantile: 4.39795
[29] valid_0's poisson: -97.7653 valid_0's quantile: 4.38839
[30] valid_0's poisson: -97.8168 valid_0's quantile: 4.38273
[31] valid_0's poisson: -97.9389 valid_0's quantile: 4.3769
[32] valid_0's poisson: -97.9848 valid_0's quantile: 4.37384
[33] valid_0's poisson: -98.0287 valid_0's quantile: 4.36958
[34] valid_0's poisson: -97.9692 valid_0's quantile: 4.34412
[35] valid_0's poisson: -98.1701 valid_0's quantile: 4.29854
[36] valid_0's poisson: -98.2324 valid_0's quantile: 4.29225
[37] valid_0's poisson: -98.268 valid_0's quantile: 4.28901
[38] valid_0's poisson: -98.3372 valid_0's quantile: 4.28155
[39] valid_0's poisson: -98.38 valid_0's quantile: 4.27669
[40] valid_0's poisson: -98.3652 valid_0's quantile: 4.27059
[41] valid_0's poisson: -98.4107 valid_0's quantile: 4.26913
[42] valid_0's poisson: -98.4812 valid_0's quantile: 4.25032
[43] valid_0's poisson: -98.5286 valid_0's quantile: 4.24884
[44] valid_0's poisson: -98.5166 valid_0's quantile: 4.2473
[45] valid_0's poisson: -98.5362 valid_0's quantile: 4.24122
[46] valid_0's poisson: -98.4464 valid_0's quantile: 4.20746
[47] valid_0's poisson: -98.4854 valid_0's quantile: 4.18151
[48] valid_0's poisson: -98.506 valid_0's quantile: 4.18113
[49] valid_0's poisson: -98.5182 valid_0's quantile: 4.18071
[50] valid_0's poisson: -98.5276 valid_0's quantile: 4.18048
[51] valid_0's poisson: -98.5361 valid_0's quantile: 4.18036
[52] valid_0's poisson: -98.5374 valid_0's quantile: 4.17968
[53] valid_0's poisson: -98.5592 valid_0's quantile: 4.17457
[54] valid_0's poisson: -98.5735 valid_0's quantile: 4.16111
[55] valid_0's poisson: -98.614 valid_0's quantile: 4.15986
[56] valid_0's poisson: -98.6717 valid_0's quantile: 4.15787
[57] valid_0's poisson: -98.8106 valid_0's quantile: 4.14307
[58] valid_0's poisson: -98.8239 valid_0's quantile: 4.14201
[59] valid_0's poisson: -98.8226 valid_0's quantile: 4.14165
[60] valid_0's poisson: -98.7811 valid_0's quantile: 4.13726
[61] valid_0's poisson: -98.7385 valid_0's quantile: 4.13067
[62] valid_0's poisson: -98.8237 valid_0's quantile: 4.12958
[63] valid_0's poisson: -98.848 valid_0's quantile: 4.1235
[64] valid_0's poisson: -98.8599 valid_0's quantile: 4.11921
[65] valid_0's poisson: -98.8673 valid_0's quantile: 4.11634
[66] valid_0's poisson: -98.8723 valid_0's quantile: 4.11159
[67] valid_0's poisson: -98.7881 valid_0's quantile: 4.09426
[68] valid_0's poisson: -98.7988 valid_0's quantile: 4.09294
[69] valid_0's poisson: -98.8025 valid_0's quantile: 4.09087
[70] valid_0's poisson: -98.8104 valid_0's quantile: 4.08854
[71] valid_0's poisson: -98.8019 valid_0's quantile: 4.08496
[72] valid_0's poisson: -98.8866 valid_0's quantile: 4.08093
[73] valid_0's poisson: -99.3367 valid_0's quantile: 4.01785
[74] valid_0's poisson: -99.4223 valid_0's quantile: 4.0116
[75] valid_0's poisson: -99.72 valid_0's quantile: 3.96297
[76] valid_0's poisson: -99.7708 valid_0's quantile: 3.95908
[77] valid_0's poisson: -99.7827 valid_0's quantile: 3.95782
[78] valid_0's poisson: -99.7965 valid_0's quantile: 3.9558
[79] valid_0's poisson: -99.8126 valid_0's quantile: 3.954
[80] valid_0's poisson: -99.8047 valid_0's quantile: 3.95619
[81] valid_0's poisson: -99.9107 valid_0's quantile: 3.94915
[82] valid_0's poisson: -99.9135 valid_0's quantile: 3.948
[83] valid_0's poisson: -99.898 valid_0's quantile: 3.94698
[84] valid_0's poisson: -99.9608 valid_0's quantile: 3.94291
[85] valid_0's poisson: -100.003 valid_0's quantile: 3.9377
[86] valid_0's poisson: -100.028 valid_0's quantile: 3.93508
[87] valid_0's poisson: -100.021 valid_0's quantile: 3.93219
[88] valid_0's poisson: -100.055 valid_0's quantile: 3.9295
[89] valid_0's poisson: -100.073 valid_0's quantile: 3.92776
[90] valid_0's poisson: -100.096 valid_0's quantile: 3.92344
[91] valid_0's poisson: -100.124 valid_0's quantile: 3.92116
[92] valid_0's poisson: -100.101 valid_0's quantile: 3.9119
[93] valid_0's poisson: -100.136 valid_0's quantile: 3.90617
[94] valid_0's poisson: -100.137 valid_0's quantile: 3.90582
[95] valid_0's poisson: -100.136 valid_0's quantile: 3.90492
[96] valid_0's poisson: -100.153 valid_0's quantile: 3.902
[97] valid_0's poisson: -100.117 valid_0's quantile: 3.90198
[98] valid_0's poisson: -100.132 valid_0's quantile: 3.90137
[99] valid_0's poisson: -100.139 valid_0's quantile: 3.9012
[100] valid_0's poisson: -100.132 valid_0's quantile: 3.90315
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -66.5743 valid_0's quantile: 10.1547
[2] valid_0's poisson: -70.4588 valid_0's quantile: 8.94273
[3] valid_0's poisson: -76.5883 valid_0's quantile: 7.94488
[4] valid_0's poisson: -79.95 valid_0's quantile: 7.13103
[5] valid_0's poisson: -83.0445 valid_0's quantile: 6.60139
[6] valid_0's poisson: -86.0475 valid_0's quantile: 6.11775
[7] valid_0's poisson: -88.7249 valid_0's quantile: 5.74464
[8] valid_0's poisson: -90.4926 valid_0's quantile: 5.46882
[9] valid_0's poisson: -91.7895 valid_0's quantile: 5.21946
[10] valid_0's poisson: -93.1025 valid_0's quantile: 5.02719
[11] valid_0's poisson: -94.1044 valid_0's quantile: 4.90008
[12] valid_0's poisson: -94.7825 valid_0's quantile: 4.79474
[13] valid_0's poisson: -95.1632 valid_0's quantile: 4.69129
[14] valid_0's poisson: -95.6426 valid_0's quantile: 4.62993
[15] valid_0's poisson: -95.9634 valid_0's quantile: 4.58718
[16] valid_0's poisson: -96.2167 valid_0's quantile: 4.55668
[17] valid_0's poisson: -96.3723 valid_0's quantile: 4.53834
[18] valid_0's poisson: -96.4988 valid_0's quantile: 4.51
[19] valid_0's poisson: -96.7349 valid_0's quantile: 4.48598
[20] valid_0's poisson: -96.806 valid_0's quantile: 4.46731
[21] valid_0's poisson: -96.8741 valid_0's quantile: 4.4571
[22] valid_0's poisson: -97.0314 valid_0's quantile: 4.44338
[23] valid_0's poisson: -97.2013 valid_0's quantile: 4.41788
[24] valid_0's poisson: -97.3387 valid_0's quantile: 4.39967
[25] valid_0's poisson: -97.3924 valid_0's quantile: 4.39385
[26] valid_0's poisson: -97.9845 valid_0's quantile: 4.30071
[27] valid_0's poisson: -98.4751 valid_0's quantile: 4.23842
[28] valid_0's poisson: -98.5699 valid_0's quantile: 4.23028
[29] valid_0's poisson: -98.6101 valid_0's quantile: 4.2273
[30] valid_0's poisson: -98.5733 valid_0's quantile: 4.21413
[31] valid_0's poisson: -99.0305 valid_0's quantile: 4.17062
[32] valid_0's poisson: -99.0157 valid_0's quantile: 4.1645
[33] valid_0's poisson: -99.0828 valid_0's quantile: 4.15603
[34] valid_0's poisson: -99.0972 valid_0's quantile: 4.15112
[35] valid_0's poisson: -99.1582 valid_0's quantile: 4.14466
[36] valid_0's poisson: -99.1957 valid_0's quantile: 4.13837
[37] valid_0's poisson: -99.2248 valid_0's quantile: 4.13231
[38] valid_0's poisson: -99.1371 valid_0's quantile: 4.12131
[39] valid_0's poisson: -99.1788 valid_0's quantile: 4.11799
[40] valid_0's poisson: -99.2106 valid_0's quantile: 4.1154
[41] valid_0's poisson: -99.2382 valid_0's quantile: 4.09843
[42] valid_0's poisson: -99.2815 valid_0's quantile: 4.09298
[43] valid_0's poisson: -99.3381 valid_0's quantile: 4.08117
[44] valid_0's poisson: -99.3418 valid_0's quantile: 4.07663
[45] valid_0's poisson: -99.3326 valid_0's quantile: 4.07135
[46] valid_0's poisson: -99.3501 valid_0's quantile: 4.06883
[47] valid_0's poisson: -99.352 valid_0's quantile: 4.06644
[48] valid_0's poisson: -99.3748 valid_0's quantile: 4.06296
[49] valid_0's poisson: -99.4045 valid_0's quantile: 4.05968
[50] valid_0's poisson: -99.5721 valid_0's quantile: 4.03255
[51] valid_0's poisson: -99.6155 valid_0's quantile: 4.00947
[52] valid_0's poisson: -99.6391 valid_0's quantile: 4.00879
[53] valid_0's poisson: -99.6981 valid_0's quantile: 3.99995
[54] valid_0's poisson: -99.725 valid_0's quantile: 3.99713
[55] valid_0's poisson: -99.7181 valid_0's quantile: 3.99547
[56] valid_0's poisson: -99.7383 valid_0's quantile: 3.99308
[57] valid_0's poisson: -99.7669 valid_0's quantile: 3.98946
[58] valid_0's poisson: -99.8617 valid_0's quantile: 3.98904
[59] valid_0's poisson: -99.8909 valid_0's quantile: 3.98605
[60] valid_0's poisson: -99.8808 valid_0's quantile: 3.98622
[61] valid_0's poisson: -99.899 valid_0's quantile: 3.98603
[62] valid_0's poisson: -99.9048 valid_0's quantile: 3.98645
[63] valid_0's poisson: -99.8898 valid_0's quantile: 3.98732
[64] valid_0's poisson: -99.8951 valid_0's quantile: 3.98779
[65] valid_0's poisson: -99.8745 valid_0's quantile: 3.98171
[66] valid_0's poisson: -99.8862 valid_0's quantile: 3.98099
[67] valid_0's poisson: -99.8247 valid_0's quantile: 3.96001
[68] valid_0's poisson: -99.9891 valid_0's quantile: 3.93855
[69] valid_0's poisson: -100.025 valid_0's quantile: 3.93779
[70] valid_0's poisson: -100.045 valid_0's quantile: 3.93742
[71] valid_0's poisson: -100.097 valid_0's quantile: 3.92998
[72] valid_0's poisson: -100.12 valid_0's quantile: 3.92831
[73] valid_0's poisson: -100.153 valid_0's quantile: 3.91569
[74] valid_0's poisson: -100.177 valid_0's quantile: 3.91176
[75] valid_0's poisson: -100.274 valid_0's quantile: 3.88836
[76] valid_0's poisson: -100.287 valid_0's quantile: 3.87707
[77] valid_0's poisson: -100.336 valid_0's quantile: 3.87511
[78] valid_0's poisson: -100.341 valid_0's quantile: 3.87467
[79] valid_0's poisson: -100.341 valid_0's quantile: 3.84484
[80] valid_0's poisson: -100.43 valid_0's quantile: 3.82601
[81] valid_0's poisson: -100.514 valid_0's quantile: 3.81257
[82] valid_0's poisson: -100.53 valid_0's quantile: 3.79786
[83] valid_0's poisson: -100.54 valid_0's quantile: 3.79012
[84] valid_0's poisson: -100.566 valid_0's quantile: 3.78846
[85] valid_0's poisson: -100.583 valid_0's quantile: 3.78499
[86] valid_0's poisson: -100.625 valid_0's quantile: 3.78397
[87] valid_0's poisson: -100.642 valid_0's quantile: 3.78519
[88] valid_0's poisson: -100.66 valid_0's quantile: 3.77898
[89] valid_0's poisson: -100.732 valid_0's quantile: 3.7662
[90] valid_0's poisson: -100.788 valid_0's quantile: 3.76049
[91] valid_0's poisson: -100.878 valid_0's quantile: 3.74847
[92] valid_0's poisson: -100.872 valid_0's quantile: 3.74558
[93] valid_0's poisson: -101.059 valid_0's quantile: 3.71537
[94] valid_0's poisson: -101.076 valid_0's quantile: 3.71157
[95] valid_0's poisson: -101.09 valid_0's quantile: 3.71088
[96] valid_0's poisson: -101.1 valid_0's quantile: 3.71036
[97] valid_0's poisson: -101.184 valid_0's quantile: 3.70347
[98] valid_0's poisson: -101.215 valid_0's quantile: 3.70118
[99] valid_0's poisson: -101.358 valid_0's quantile: 3.67942
[100] valid_0's poisson: -101.368 valid_0's quantile: 3.67881
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -62.2765 valid_0's quantile: 11.6611
[2] valid_0's poisson: -62.405 valid_0's quantile: 11.6234
[3] valid_0's poisson: -62.5328 valid_0's quantile: 11.5858
[4] valid_0's poisson: -62.6595 valid_0's quantile: 11.5486
[5] valid_0's poisson: -62.7856 valid_0's quantile: 11.5115
[6] valid_0's poisson: -62.9105 valid_0's quantile: 11.4747
[7] valid_0's poisson: -63.032 valid_0's quantile: 11.439
[8] valid_0's poisson: -63.1552 valid_0's quantile: 11.4027
[9] valid_0's poisson: -63.2775 valid_0's quantile: 11.3666
[10] valid_0's poisson: -63.3861 valid_0's quantile: 11.3322
[11] valid_0's poisson: -63.5068 valid_0's quantile: 11.2965
[12] valid_0's poisson: -63.6138 valid_0's quantile: 11.2627
[13] valid_0's poisson: -63.7337 valid_0's quantile: 11.2276
[14] valid_0's poisson: -63.8528 valid_0's quantile: 11.1927
[15] valid_0's poisson: -63.9711 valid_0's quantile: 11.158
[16] valid_0's poisson: -64.0903 valid_0's quantile: 11.1233
[17] valid_0's poisson: -64.2087 valid_0's quantile: 11.0887
[18] valid_0's poisson: -64.3264 valid_0's quantile: 11.0544
[19] valid_0's poisson: -64.4417 valid_0's quantile: 11.0206
[20] valid_0's poisson: -64.5578 valid_0's quantile: 10.9871
[21] valid_0's poisson: -64.6732 valid_0's quantile: 10.9537
[22] valid_0's poisson: -64.7878 valid_0's quantile: 10.9205
[23] valid_0's poisson: -64.8994 valid_0's quantile: 10.8879
[24] valid_0's poisson: -65.0102 valid_0's quantile: 10.8555
[25] valid_0's poisson: -65.1221 valid_0's quantile: 10.8232
[26] valid_0's poisson: -65.2315 valid_0's quantile: 10.7916
[27] valid_0's poisson: -65.3412 valid_0's quantile: 10.7602
[28] valid_0's poisson: -65.4487 valid_0's quantile: 10.7288
[29] valid_0's poisson: -65.5565 valid_0's quantile: 10.6977
[30] valid_0's poisson: -65.664 valid_0's quantile: 10.6668
[31] valid_0's poisson: -65.7707 valid_0's quantile: 10.6361
[32] valid_0's poisson: -65.8772 valid_0's quantile: 10.6056
[33] valid_0's poisson: -65.9843 valid_0's quantile: 10.5751
[34] valid_0's poisson: -66.0918 valid_0's quantile: 10.5447
[35] valid_0's poisson: -66.1975 valid_0's quantile: 10.5147
[36] valid_0's poisson: -66.3023 valid_0's quantile: 10.4849
[37] valid_0's poisson: -66.4067 valid_0's quantile: 10.4552
[38] valid_0's poisson: -66.5093 valid_0's quantile: 10.4262
[39] valid_0's poisson: -66.6122 valid_0's quantile: 10.3975
[40] valid_0's poisson: -66.7135 valid_0's quantile: 10.3689
[41] valid_0's poisson: -66.8151 valid_0's quantile: 10.3405
[42] valid_0's poisson: -66.9152 valid_0's quantile: 10.3124
[43] valid_0's poisson: -67.0186 valid_0's quantile: 10.2844
[44] valid_0's poisson: -67.1213 valid_0's quantile: 10.2565
[45] valid_0's poisson: -67.2186 valid_0's quantile: 10.2295
[46] valid_0's poisson: -67.3171 valid_0's quantile: 10.2022
[47] valid_0's poisson: -67.4145 valid_0's quantile: 10.1752
[48] valid_0's poisson: -67.5119 valid_0's quantile: 10.1481
[49] valid_0's poisson: -67.6112 valid_0's quantile: 10.121
[50] valid_0's poisson: -67.6981 valid_0's quantile: 10.0956
[51] valid_0's poisson: -67.7911 valid_0's quantile: 10.0694
[52] valid_0's poisson: -67.8864 valid_0's quantile: 10.043
[53] valid_0's poisson: -67.9811 valid_0's quantile: 10.0168
[54] valid_0's poisson: -68.0784 valid_0's quantile: 9.99035
[55] valid_0's poisson: -68.1752 valid_0's quantile: 9.96415
[56] valid_0's poisson: -68.2823 valid_0's quantile: 9.93514
[57] valid_0's poisson: -68.3856 valid_0's quantile: 9.90683
[58] valid_0's poisson: -68.4915 valid_0's quantile: 9.87839
[59] valid_0's poisson: -68.5967 valid_0's quantile: 9.85006
[60] valid_0's poisson: -68.6915 valid_0's quantile: 9.82474
[61] valid_0's poisson: -68.7858 valid_0's quantile: 9.7997
[62] valid_0's poisson: -68.8792 valid_0's quantile: 9.77491
[63] valid_0's poisson: -68.9725 valid_0's quantile: 9.75008
[64] valid_0's poisson: -69.0639 valid_0's quantile: 9.72406
[65] valid_0's poisson: -69.166 valid_0's quantile: 9.69673
[66] valid_0's poisson: -69.2672 valid_0's quantile: 9.66941
[67] valid_0's poisson: -69.3679 valid_0's quantile: 9.64244
[68] valid_0's poisson: -69.4679 valid_0's quantile: 9.61575
[69] valid_0's poisson: -69.5673 valid_0's quantile: 9.58944
[70] valid_0's poisson: -69.6665 valid_0's quantile: 9.56364
[71] valid_0's poisson: -69.7547 valid_0's quantile: 9.53927
[72] valid_0's poisson: -69.8528 valid_0's quantile: 9.51375
[73] valid_0's poisson: -69.9502 valid_0's quantile: 9.48839
[74] valid_0's poisson: -70.0471 valid_0's quantile: 9.46315
[75] valid_0's poisson: -70.1435 valid_0's quantile: 9.43812
[76] valid_0's poisson: -70.2385 valid_0's quantile: 9.41297
[77] valid_0's poisson: -70.3338 valid_0's quantile: 9.3882
[78] valid_0's poisson: -70.4277 valid_0's quantile: 9.36336
[79] valid_0's poisson: -70.5222 valid_0's quantile: 9.33886
[80] valid_0's poisson: -70.6128 valid_0's quantile: 9.31475
[81] valid_0's poisson: -70.7066 valid_0's quantile: 9.29075
[82] valid_0's poisson: -70.8077 valid_0's quantile: 9.26586
[83] valid_0's poisson: -70.9083 valid_0's quantile: 9.24108
[84] valid_0's poisson: -71.0083 valid_0's quantile: 9.2164
[85] valid_0's poisson: -71.1087 valid_0's quantile: 9.19185
[86] valid_0's poisson: -71.2077 valid_0's quantile: 9.16751
[87] valid_0's poisson: -71.3062 valid_0's quantile: 9.14341
[88] valid_0's poisson: -71.4042 valid_0's quantile: 9.11953
[89] valid_0's poisson: -71.5028 valid_0's quantile: 9.09541
[90] valid_0's poisson: -71.6011 valid_0's quantile: 9.0715
[91] valid_0's poisson: -71.7036 valid_0's quantile: 9.04702
[92] valid_0's poisson: -71.8056 valid_0's quantile: 9.02272
[93] valid_0's poisson: -71.9061 valid_0's quantile: 8.9987
[94] valid_0's poisson: -72.0026 valid_0's quantile: 8.97523
[95] valid_0's poisson: -72.1022 valid_0's quantile: 8.95149
[96] valid_0's poisson: -72.2022 valid_0's quantile: 8.92764
[97] valid_0's poisson: -72.3007 valid_0's quantile: 8.90412
[98] valid_0's poisson: -72.3991 valid_0's quantile: 8.88008
[99] valid_0's poisson: -72.4976 valid_0's quantile: 8.85668
[100] valid_0's poisson: -72.5957 valid_0's quantile: 8.83349
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.00390625, max_depth=3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -62.2785 valid_0's quantile: 11.6611
[2] valid_0's poisson: -62.3954 valid_0's quantile: 11.6251
[3] valid_0's poisson: -62.5114 valid_0's quantile: 11.5893
[4] valid_0's poisson: -62.6266 valid_0's quantile: 11.5538
[5] valid_0's poisson: -62.7409 valid_0's quantile: 11.5185
[6] valid_0's poisson: -62.8545 valid_0's quantile: 11.4834
[7] valid_0's poisson: -62.9839 valid_0's quantile: 11.4462
[8] valid_0's poisson: -63.1125 valid_0's quantile: 11.4094
[9] valid_0's poisson: -63.2403 valid_0's quantile: 11.3727
[10] valid_0's poisson: -63.3504 valid_0's quantile: 11.3383
[11] valid_0's poisson: -63.4765 valid_0's quantile: 11.3021
[12] valid_0's poisson: -63.6017 valid_0's quantile: 11.266
[13] valid_0's poisson: -63.7261 valid_0's quantile: 11.2306
[14] valid_0's poisson: -63.8497 valid_0's quantile: 11.1953
[15] valid_0's poisson: -63.9725 valid_0's quantile: 11.1601
[16] valid_0's poisson: -64.0945 valid_0's quantile: 11.1251
[17] valid_0's poisson: -64.2156 valid_0's quantile: 11.0903
[18] valid_0's poisson: -64.336 valid_0's quantile: 11.0559
[19] valid_0's poisson: -64.44 valid_0's quantile: 11.0239
[20] valid_0's poisson: -64.5589 valid_0's quantile: 10.9902
[21] valid_0's poisson: -64.677 valid_0's quantile: 10.9567
[22] valid_0's poisson: -64.7943 valid_0's quantile: 10.9233
[23] valid_0's poisson: -64.9109 valid_0's quantile: 10.8901
[24] valid_0's poisson: -65.0268 valid_0's quantile: 10.8571
[25] valid_0's poisson: -65.1378 valid_0's quantile: 10.8253
[26] valid_0's poisson: -65.2522 valid_0's quantile: 10.7931
[27] valid_0's poisson: -65.3475 valid_0's quantile: 10.7637
[28] valid_0's poisson: -65.4606 valid_0's quantile: 10.7319
[29] valid_0's poisson: -65.5691 valid_0's quantile: 10.7012
[30] valid_0's poisson: -65.677 valid_0's quantile: 10.6706
[31] valid_0's poisson: -65.7883 valid_0's quantile: 10.6395
[32] valid_0's poisson: -65.895 valid_0's quantile: 10.6092
[33] valid_0's poisson: -66.0051 valid_0's quantile: 10.5784
[34] valid_0's poisson: -66.1105 valid_0's quantile: 10.5485
[35] valid_0's poisson: -66.2061 valid_0's quantile: 10.5202
[36] valid_0's poisson: -66.3107 valid_0's quantile: 10.4907
[37] valid_0's poisson: -66.4191 valid_0's quantile: 10.4607
[38] valid_0's poisson: -66.5226 valid_0's quantile: 10.4319
[39] valid_0's poisson: -66.6254 valid_0's quantile: 10.4035
[40] valid_0's poisson: -66.732 valid_0's quantile: 10.3746
[41] valid_0's poisson: -66.8337 valid_0's quantile: 10.3466
[42] valid_0's poisson: -66.9385 valid_0's quantile: 10.3182
[43] valid_0's poisson: -67.0262 valid_0's quantile: 10.2925
[44] valid_0's poisson: -67.1305 valid_0's quantile: 10.2645
[45] valid_0's poisson: -67.2357 valid_0's quantile: 10.2367
[46] valid_0's poisson: -67.3403 valid_0's quantile: 10.209
[47] valid_0's poisson: -67.4429 valid_0's quantile: 10.1815
[48] valid_0's poisson: -67.5463 valid_0's quantile: 10.154
[49] valid_0's poisson: -67.6477 valid_0's quantile: 10.1267
[50] valid_0's poisson: -67.7499 valid_0's quantile: 10.0996
[51] valid_0's poisson: -67.8515 valid_0's quantile: 10.0726
[52] valid_0's poisson: -67.9392 valid_0's quantile: 10.0476
[53] valid_0's poisson: -68.0397 valid_0's quantile: 10.021
[54] valid_0's poisson: -68.1395 valid_0's quantile: 9.99447
[55] valid_0's poisson: -68.2483 valid_0's quantile: 9.96449
[56] valid_0's poisson: -68.3564 valid_0's quantile: 9.93496
[57] valid_0's poisson: -68.4638 valid_0's quantile: 9.90568
[58] valid_0's poisson: -68.5706 valid_0's quantile: 9.87662
[59] valid_0's poisson: -68.6767 valid_0's quantile: 9.84768
[60] valid_0's poisson: -68.7822 valid_0's quantile: 9.8189
[61] valid_0's poisson: -68.8762 valid_0's quantile: 9.79181
[62] valid_0's poisson: -68.9804 valid_0's quantile: 9.76338
[63] valid_0's poisson: -69.084 valid_0's quantile: 9.73507
[64] valid_0's poisson: -69.1869 valid_0's quantile: 9.70707
[65] valid_0's poisson: -69.2893 valid_0's quantile: 9.67937
[66] valid_0's poisson: -69.391 valid_0's quantile: 9.65209
[67] valid_0's poisson: -69.4921 valid_0's quantile: 9.6253
[68] valid_0's poisson: -69.5926 valid_0's quantile: 9.59863
[69] valid_0's poisson: -69.6925 valid_0's quantile: 9.57249
[70] valid_0's poisson: -69.7919 valid_0's quantile: 9.54615
[71] valid_0's poisson: -69.8907 valid_0's quantile: 9.5203
[72] valid_0's poisson: -69.9889 valid_0's quantile: 9.49462
[73] valid_0's poisson: -70.0865 valid_0's quantile: 9.46907
[74] valid_0's poisson: -70.1835 valid_0's quantile: 9.44372
[75] valid_0's poisson: -70.28 valid_0's quantile: 9.41847
[76] valid_0's poisson: -70.376 valid_0's quantile: 9.39344
[77] valid_0's poisson: -70.4713 valid_0's quantile: 9.36856
[78] valid_0's poisson: -70.5661 valid_0's quantile: 9.34395
[79] valid_0's poisson: -70.663 valid_0's quantile: 9.31882
[80] valid_0's poisson: -70.7593 valid_0's quantile: 9.2938
[81] valid_0's poisson: -70.855 valid_0's quantile: 9.26888
[82] valid_0's poisson: -70.9502 valid_0's quantile: 9.24417
[83] valid_0's poisson: -71.0448 valid_0's quantile: 9.21973
[84] valid_0's poisson: -71.1389 valid_0's quantile: 9.1954
[85] valid_0's poisson: -71.2403 valid_0's quantile: 9.1702
[86] valid_0's poisson: -71.3412 valid_0's quantile: 9.14512
[87] valid_0's poisson: -71.4448 valid_0's quantile: 9.11997
[88] valid_0's poisson: -71.5479 valid_0's quantile: 9.095
[89] valid_0's poisson: -71.6505 valid_0's quantile: 9.07013
[90] valid_0's poisson: -71.7533 valid_0's quantile: 9.04475
[91] valid_0's poisson: -71.8549 valid_0's quantile: 9.02005
[92] valid_0's poisson: -71.9568 valid_0's quantile: 8.99498
[93] valid_0's poisson: -72.0582 valid_0's quantile: 8.97006
[94] valid_0's poisson: -72.159 valid_0's quantile: 8.94532
[95] valid_0's poisson: -72.2596 valid_0's quantile: 8.91998
[96] valid_0's poisson: -72.3597 valid_0's quantile: 8.89479
[97] valid_0's poisson: -72.4592 valid_0's quantile: 8.8699
[98] valid_0's poisson: -72.5582 valid_0's quantile: 8.8452
[99] valid_0's poisson: -72.6564 valid_0's quantile: 8.82167
[100] valid_0's poisson: -72.7511 valid_0's quantile: 8.79867
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -62.9087 valid_0's quantile: 11.6519
[2] valid_0's poisson: -63.0235 valid_0's quantile: 11.6148
[3] valid_0's poisson: -63.1373 valid_0's quantile: 11.5779
[4] valid_0's poisson: -63.2503 valid_0's quantile: 11.5413
[5] valid_0's poisson: -63.3624 valid_0's quantile: 11.5049
[6] valid_0's poisson: -63.4736 valid_0's quantile: 11.4688
[7] valid_0's poisson: -63.598 valid_0's quantile: 11.4309
[8] valid_0's poisson: -63.7075 valid_0's quantile: 11.3951
[9] valid_0's poisson: -63.8302 valid_0's quantile: 11.3577
[10] valid_0's poisson: -63.952 valid_0's quantile: 11.3206
[11] valid_0's poisson: -64.073 valid_0's quantile: 11.2836
[12] valid_0's poisson: -64.1802 valid_0's quantile: 11.2486
[13] valid_0's poisson: -64.2995 valid_0's quantile: 11.2121
[14] valid_0's poisson: -64.4054 valid_0's quantile: 11.1779
[15] valid_0's poisson: -64.5105 valid_0's quantile: 11.144
[16] valid_0's poisson: -64.6275 valid_0's quantile: 11.1084
[17] valid_0's poisson: -64.7313 valid_0's quantile: 11.0748
[18] valid_0's poisson: -64.8459 valid_0's quantile: 11.0397
[19] valid_0's poisson: -64.9597 valid_0's quantile: 11.0052
[20] valid_0's poisson: -65.0727 valid_0's quantile: 10.9709
[21] valid_0's poisson: -65.185 valid_0's quantile: 10.9371
[22] valid_0's poisson: -65.285 valid_0's quantile: 10.9049
[23] valid_0's poisson: -65.3959 valid_0's quantile: 10.8713
[24] valid_0's poisson: -65.5086 valid_0's quantile: 10.8375
[25] valid_0's poisson: -65.6215 valid_0's quantile: 10.8041
[26] valid_0's poisson: -65.7327 valid_0's quantile: 10.7711
[27] valid_0's poisson: -65.8418 valid_0's quantile: 10.7388
[28] valid_0's poisson: -65.9515 valid_0's quantile: 10.7063
[29] valid_0's poisson: -66.0481 valid_0's quantile: 10.676
[30] valid_0's poisson: -66.1541 valid_0's quantile: 10.6445
[31] valid_0's poisson: -66.2606 valid_0's quantile: 10.6132
[32] valid_0's poisson: -66.3663 valid_0's quantile: 10.582
[33] valid_0's poisson: -66.4703 valid_0's quantile: 10.551
[34] valid_0's poisson: -66.5748 valid_0's quantile: 10.5202
[35] valid_0's poisson: -66.6671 valid_0's quantile: 10.4912
[36] valid_0's poisson: -66.7703 valid_0's quantile: 10.4609
[37] valid_0's poisson: -66.8729 valid_0's quantile: 10.4309
[38] valid_0's poisson: -66.9759 valid_0's quantile: 10.4007
[39] valid_0's poisson: -67.0772 valid_0's quantile: 10.3715
[40] valid_0's poisson: -67.1767 valid_0's quantile: 10.3424
[41] valid_0's poisson: -67.2814 valid_0's quantile: 10.313
[42] valid_0's poisson: -67.3798 valid_0's quantile: 10.2844
[43] valid_0's poisson: -67.468 valid_0's quantile: 10.2577
[44] valid_0's poisson: -67.5664 valid_0's quantile: 10.2297
[45] valid_0's poisson: -67.663 valid_0's quantile: 10.2018
[46] valid_0's poisson: -67.7636 valid_0's quantile: 10.1736
[47] valid_0's poisson: -67.8597 valid_0's quantile: 10.1457
[48] valid_0's poisson: -67.9591 valid_0's quantile: 10.1178
[49] valid_0's poisson: -68.056 valid_0's quantile: 10.0904
[50] valid_0's poisson: -68.1508 valid_0's quantile: 10.0631
[51] valid_0's poisson: -68.2475 valid_0's quantile: 10.0356
[52] valid_0's poisson: -68.3414 valid_0's quantile: 10.0086
[53] valid_0's poisson: -68.437 valid_0's quantile: 9.98146
[54] valid_0's poisson: -68.5321 valid_0's quantile: 9.95455
[55] valid_0's poisson: -68.6258 valid_0's quantile: 9.92787
[56] valid_0's poisson: -68.7198 valid_0's quantile: 9.90148
[57] valid_0's poisson: -68.8131 valid_0's quantile: 9.87519
[58] valid_0's poisson: -68.9036 valid_0's quantile: 9.84925
[59] valid_0's poisson: -68.9961 valid_0's quantile: 9.82326
[60] valid_0's poisson: -69.088 valid_0's quantile: 9.79753
[61] valid_0's poisson: -69.1769 valid_0's quantile: 9.7722
[62] valid_0's poisson: -69.2708 valid_0's quantile: 9.74648
[63] valid_0's poisson: -69.3642 valid_0's quantile: 9.72101
[64] valid_0's poisson: -69.4516 valid_0's quantile: 9.69621
[65] valid_0's poisson: -69.5442 valid_0's quantile: 9.67102
[66] valid_0's poisson: -69.6309 valid_0's quantile: 9.64661
[67] valid_0's poisson: -69.7226 valid_0's quantile: 9.62187
[68] valid_0's poisson: -69.8109 valid_0's quantile: 9.59768
[69] valid_0's poisson: -69.9081 valid_0's quantile: 9.57011
[70] valid_0's poisson: -70.007 valid_0's quantile: 9.54252
[71] valid_0's poisson: -70.1053 valid_0's quantile: 9.51505
[72] valid_0's poisson: -70.2006 valid_0's quantile: 9.48805
[73] valid_0's poisson: -70.298 valid_0's quantile: 9.46089
[74] valid_0's poisson: -70.3947 valid_0's quantile: 9.43402
[75] valid_0's poisson: -70.4886 valid_0's quantile: 9.40757
[76] valid_0's poisson: -70.5844 valid_0's quantile: 9.38124
[77] valid_0's poisson: -70.6773 valid_0's quantile: 9.35569
[78] valid_0's poisson: -70.7789 valid_0's quantile: 9.32945
[79] valid_0's poisson: -70.8799 valid_0's quantile: 9.30331
[80] valid_0's poisson: -70.9715 valid_0's quantile: 9.27806
[81] valid_0's poisson: -71.0714 valid_0's quantile: 9.25225
[82] valid_0's poisson: -71.1707 valid_0's quantile: 9.22654
[83] valid_0's poisson: -71.2608 valid_0's quantile: 9.20165
[84] valid_0's poisson: -71.3591 valid_0's quantile: 9.17614
[85] valid_0's poisson: -71.4482 valid_0's quantile: 9.15154
[86] valid_0's poisson: -71.5375 valid_0's quantile: 9.12916
[87] valid_0's poisson: -71.6262 valid_0's quantile: 9.10686
[88] valid_0's poisson: -71.7145 valid_0's quantile: 9.08217
[89] valid_0's poisson: -71.8103 valid_0's quantile: 9.05706
[90] valid_0's poisson: -71.8974 valid_0's quantile: 9.03519
[91] valid_0's poisson: -71.9967 valid_0's quantile: 9.00995
[92] valid_0's poisson: -72.0954 valid_0's quantile: 8.98494
[93] valid_0's poisson: -72.1865 valid_0's quantile: 8.96279
[94] valid_0's poisson: -72.2762 valid_0's quantile: 8.94085
[95] valid_0's poisson: -72.3738 valid_0's quantile: 8.9159
[96] valid_0's poisson: -72.4709 valid_0's quantile: 8.89116
[97] valid_0's poisson: -72.5659 valid_0's quantile: 8.86718
[98] valid_0's poisson: -72.6604 valid_0's quantile: 8.84354
[99] valid_0's poisson: -72.7588 valid_0's quantile: 8.81907
[100] valid_0's poisson: -72.8567 valid_0's quantile: 8.79497
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -63.5495 valid_0's quantile: 11.6429
[2] valid_0's poisson: -63.6764 valid_0's quantile: 11.6048
[3] valid_0's poisson: -63.8025 valid_0's quantile: 11.5669
[4] valid_0's poisson: -63.9277 valid_0's quantile: 11.5291
[5] valid_0's poisson: -64.0519 valid_0's quantile: 11.4915
[6] valid_0's poisson: -64.1752 valid_0's quantile: 11.4541
[7] valid_0's poisson: -64.2977 valid_0's quantile: 11.417
[8] valid_0's poisson: -64.4193 valid_0's quantile: 11.3802
[9] valid_0's poisson: -64.54 valid_0's quantile: 11.3434
[10] valid_0's poisson: -64.6599 valid_0's quantile: 11.3069
[11] valid_0's poisson: -64.7673 valid_0's quantile: 11.2723
[12] valid_0's poisson: -64.874 valid_0's quantile: 11.2379
[13] valid_0's poisson: -64.9915 valid_0's quantile: 11.2019
[14] valid_0's poisson: -65.1083 valid_0's quantile: 11.1662
[15] valid_0's poisson: -65.2242 valid_0's quantile: 11.1308
[16] valid_0's poisson: -65.3393 valid_0's quantile: 11.096
[17] valid_0's poisson: -65.4537 valid_0's quantile: 11.0614
[18] valid_0's poisson: -65.5673 valid_0's quantile: 11.0269
[19] valid_0's poisson: -65.6801 valid_0's quantile: 10.9927
[20] valid_0's poisson: -65.7921 valid_0's quantile: 10.9585
[21] valid_0's poisson: -65.9055 valid_0's quantile: 10.9246
[22] valid_0's poisson: -66.0182 valid_0's quantile: 10.8908
[23] valid_0's poisson: -66.1301 valid_0's quantile: 10.8575
[24] valid_0's poisson: -66.2413 valid_0's quantile: 10.8244
[25] valid_0's poisson: -66.3517 valid_0's quantile: 10.7914
[26] valid_0's poisson: -66.4614 valid_0's quantile: 10.7586
[27] valid_0's poisson: -66.5704 valid_0's quantile: 10.7262
[28] valid_0's poisson: -66.6787 valid_0's quantile: 10.694
[29] valid_0's poisson: -66.7744 valid_0's quantile: 10.6638
[30] valid_0's poisson: -66.8814 valid_0's quantile: 10.6323
[31] valid_0's poisson: -66.9884 valid_0's quantile: 10.601
[32] valid_0's poisson: -67.0947 valid_0's quantile: 10.57
[33] valid_0's poisson: -67.1888 valid_0's quantile: 10.5407
[34] valid_0's poisson: -67.2939 valid_0's quantile: 10.51
[35] valid_0's poisson: -67.387 valid_0's quantile: 10.4809
[36] valid_0's poisson: -67.4908 valid_0's quantile: 10.4507
[37] valid_0's poisson: -67.5931 valid_0's quantile: 10.4206
[38] valid_0's poisson: -67.6956 valid_0's quantile: 10.391
[39] valid_0's poisson: -67.7975 valid_0's quantile: 10.3614
[40] valid_0's poisson: -67.8979 valid_0's quantile: 10.332
[41] valid_0's poisson: -67.9986 valid_0's quantile: 10.3028
[42] valid_0's poisson: -68.0977 valid_0's quantile: 10.2742
[43] valid_0's poisson: -68.1971 valid_0's quantile: 10.2458
[44] valid_0's poisson: -68.2951 valid_0's quantile: 10.2176
[45] valid_0's poisson: -68.3933 valid_0's quantile: 10.1897
[46] valid_0's poisson: -68.4909 valid_0's quantile: 10.1622
[47] valid_0's poisson: -68.587 valid_0's quantile: 10.1348
[48] valid_0's poisson: -68.6834 valid_0's quantile: 10.1077
[49] valid_0's poisson: -68.7793 valid_0's quantile: 10.0808
[50] valid_0's poisson: -68.8745 valid_0's quantile: 10.0539
[51] valid_0's poisson: -68.9692 valid_0's quantile: 10.0273
[52] valid_0's poisson: -69.0634 valid_0's quantile: 10.0007
[53] valid_0's poisson: -69.1569 valid_0's quantile: 9.97431
[54] valid_0's poisson: -69.2499 valid_0's quantile: 9.9481
[55] valid_0's poisson: -69.3335 valid_0's quantile: 9.92341
[56] valid_0's poisson: -69.4165 valid_0's quantile: 9.89879
[57] valid_0's poisson: -69.508 valid_0's quantile: 9.87319
[58] valid_0's poisson: -69.5902 valid_0's quantile: 9.84888
[59] valid_0's poisson: -69.672 valid_0's quantile: 9.82482
[60] valid_0's poisson: -69.7619 valid_0's quantile: 9.7998
[61] valid_0's poisson: -69.8426 valid_0's quantile: 9.77607
[62] valid_0's poisson: -69.9219 valid_0's quantile: 9.75247
[63] valid_0's poisson: -70.0017 valid_0's quantile: 9.72902
[64] valid_0's poisson: -70.0907 valid_0's quantile: 9.70204
[65] valid_0's poisson: -70.1791 valid_0's quantile: 9.67514
[66] valid_0's poisson: -70.2718 valid_0's quantile: 9.6476
[67] valid_0's poisson: -70.3639 valid_0's quantile: 9.62033
[68] valid_0's poisson: -70.4597 valid_0's quantile: 9.59267
[69] valid_0's poisson: -70.5549 valid_0's quantile: 9.56512
[70] valid_0's poisson: -70.6394 valid_0's quantile: 9.54164
[71] valid_0's poisson: -70.7209 valid_0's quantile: 9.51638
[72] valid_0's poisson: -70.8106 valid_0's quantile: 9.49004
[73] valid_0's poisson: -70.9009 valid_0's quantile: 9.46362
[74] valid_0's poisson: -70.9906 valid_0's quantile: 9.4374
[75] valid_0's poisson: -71.0817 valid_0's quantile: 9.4139
[76] valid_0's poisson: -71.1865 valid_0's quantile: 9.38658
[77] valid_0's poisson: -71.2917 valid_0's quantile: 9.35934
[78] valid_0's poisson: -71.3963 valid_0's quantile: 9.33261
[79] valid_0's poisson: -71.4963 valid_0's quantile: 9.30656
[80] valid_0's poisson: -71.5958 valid_0's quantile: 9.28062
[81] valid_0's poisson: -71.6989 valid_0's quantile: 9.25422
[82] valid_0's poisson: -71.7973 valid_0's quantile: 9.2286
[83] valid_0's poisson: -71.8994 valid_0's quantile: 9.2024
[84] valid_0's poisson: -72.0009 valid_0's quantile: 9.17638
[85] valid_0's poisson: -72.1018 valid_0's quantile: 9.15054
[86] valid_0's poisson: -72.2021 valid_0's quantile: 9.12493
[87] valid_0's poisson: -72.3019 valid_0's quantile: 9.09951
[88] valid_0's poisson: -72.3976 valid_0's quantile: 9.0745
[89] valid_0's poisson: -72.4964 valid_0's quantile: 9.04927
[90] valid_0's poisson: -72.5947 valid_0's quantile: 9.02422
[91] valid_0's poisson: -72.689 valid_0's quantile: 8.99962
[92] valid_0's poisson: -72.7828 valid_0's quantile: 8.97517
[93] valid_0's poisson: -72.8797 valid_0's quantile: 8.95044
[94] valid_0's poisson: -72.9642 valid_0's quantile: 8.92934
[95] valid_0's poisson: -73.0579 valid_0's quantile: 8.90541
[96] valid_0's poisson: -73.1534 valid_0's quantile: 8.88128
[97] valid_0's poisson: -73.2462 valid_0's quantile: 8.85757
[98] valid_0's poisson: -73.3385 valid_0's quantile: 8.83401
[99] valid_0's poisson: -73.4302 valid_0's quantile: 8.81057
[100] valid_0's poisson: -73.5208 valid_0's quantile: 8.78807
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -62.2754 valid_0's quantile: 11.6612
[2] valid_0's poisson: -62.3892 valid_0's quantile: 11.6253
[3] valid_0's poisson: -62.5021 valid_0's quantile: 11.5896
[4] valid_0's poisson: -62.6142 valid_0's quantile: 11.5542
[5] valid_0's poisson: -62.7255 valid_0's quantile: 11.5191
[6] valid_0's poisson: -62.836 valid_0's quantile: 11.4841
[7] valid_0's poisson: -62.9457 valid_0's quantile: 11.4494
[8] valid_0's poisson: -63.0545 valid_0's quantile: 11.4149
[9] valid_0's poisson: -63.1626 valid_0's quantile: 11.3805
[10] valid_0's poisson: -63.27 valid_0's quantile: 11.3463
[11] valid_0's poisson: -63.3765 valid_0's quantile: 11.3124
[12] valid_0's poisson: -63.4823 valid_0's quantile: 11.2786
[13] valid_0's poisson: -63.5874 valid_0's quantile: 11.2455
[14] valid_0's poisson: -63.6917 valid_0's quantile: 11.2125
[15] valid_0's poisson: -63.7952 valid_0's quantile: 11.1797
[16] valid_0's poisson: -63.8981 valid_0's quantile: 11.1471
[17] valid_0's poisson: -64.0018 valid_0's quantile: 11.1145
[18] valid_0's poisson: -64.1032 valid_0's quantile: 11.0826
[19] valid_0's poisson: -64.2055 valid_0's quantile: 11.0507
[20] valid_0's poisson: -64.3056 valid_0's quantile: 11.0194
[21] valid_0's poisson: -64.4065 valid_0's quantile: 10.9881
[22] valid_0's poisson: -64.5052 valid_0's quantile: 10.9571
[23] valid_0's poisson: -64.6032 valid_0's quantile: 10.9262
[24] valid_0's poisson: -64.7021 valid_0's quantile: 10.8955
[25] valid_0's poisson: -64.7989 valid_0's quantile: 10.8652
[26] valid_0's poisson: -64.8965 valid_0's quantile: 10.8352
[27] valid_0's poisson: -64.9919 valid_0's quantile: 10.8055
[28] valid_0's poisson: -65.0883 valid_0's quantile: 10.7759
[29] valid_0's poisson: -65.1824 valid_0's quantile: 10.7467
[30] valid_0's poisson: -65.2786 valid_0's quantile: 10.7176
[31] valid_0's poisson: -65.3913 valid_0's quantile: 10.6864
[32] valid_0's poisson: -65.5023 valid_0's quantile: 10.6552
[33] valid_0's poisson: -65.6136 valid_0's quantile: 10.6244
[34] valid_0's poisson: -65.7233 valid_0's quantile: 10.5937
[35] valid_0's poisson: -65.8333 valid_0's quantile: 10.5633
[36] valid_0's poisson: -65.9421 valid_0's quantile: 10.5331
[37] valid_0's poisson: -66.0514 valid_0's quantile: 10.5031
[38] valid_0's poisson: -66.1442 valid_0's quantile: 10.4755
[39] valid_0's poisson: -66.2511 valid_0's quantile: 10.4463
[40] valid_0's poisson: -66.3585 valid_0's quantile: 10.4173
[41] valid_0's poisson: -66.4641 valid_0's quantile: 10.3885
[42] valid_0's poisson: -66.5702 valid_0's quantile: 10.3599
[43] valid_0's poisson: -66.6756 valid_0's quantile: 10.3317
[44] valid_0's poisson: -66.7793 valid_0's quantile: 10.3038
[45] valid_0's poisson: -66.8836 valid_0's quantile: 10.276
[46] valid_0's poisson: -66.986 valid_0's quantile: 10.2483
[47] valid_0's poisson: -67.0876 valid_0's quantile: 10.2208
[48] valid_0's poisson: -67.189 valid_0's quantile: 10.1934
[49] valid_0's poisson: -67.3011 valid_0's quantile: 10.1627
[50] valid_0's poisson: -67.4132 valid_0's quantile: 10.1321
[51] valid_0's poisson: -67.5245 valid_0's quantile: 10.1017
[52] valid_0's poisson: -67.6352 valid_0's quantile: 10.0715
[53] valid_0's poisson: -67.7447 valid_0's quantile: 10.0416
[54] valid_0's poisson: -67.8541 valid_0's quantile: 10.0119
[55] valid_0's poisson: -67.9628 valid_0's quantile: 9.98223
[56] valid_0's poisson: -68.0708 valid_0's quantile: 9.95274
[57] valid_0's poisson: -68.1778 valid_0's quantile: 9.92362
[58] valid_0's poisson: -68.2846 valid_0's quantile: 9.8946
[59] valid_0's poisson: -68.3907 valid_0's quantile: 9.86583
[60] valid_0's poisson: -68.4928 valid_0's quantile: 9.8369
[61] valid_0's poisson: -68.5941 valid_0's quantile: 9.8084
[62] valid_0's poisson: -68.695 valid_0's quantile: 9.78043
[63] valid_0's poisson: -68.7952 valid_0's quantile: 9.75271
[64] valid_0's poisson: -68.8949 valid_0's quantile: 9.72521
[65] valid_0's poisson: -68.9979 valid_0's quantile: 9.69791
[66] valid_0's poisson: -69.0969 valid_0's quantile: 9.67064
[67] valid_0's poisson: -69.1952 valid_0's quantile: 9.64363
[68] valid_0's poisson: -69.2929 valid_0's quantile: 9.61686
[69] valid_0's poisson: -69.3771 valid_0's quantile: 9.59193
[70] valid_0's poisson: -69.4782 valid_0's quantile: 9.5654
[71] valid_0's poisson: -69.5788 valid_0's quantile: 9.53904
[72] valid_0's poisson: -69.6798 valid_0's quantile: 9.51263
[73] valid_0's poisson: -69.7678 valid_0's quantile: 9.48806
[74] valid_0's poisson: -69.8553 valid_0's quantile: 9.4636
[75] valid_0's poisson: -69.9557 valid_0's quantile: 9.43792
[76] valid_0's poisson: -70.052 valid_0's quantile: 9.41235
[77] valid_0's poisson: -70.1515 valid_0's quantile: 9.38699
[78] valid_0's poisson: -70.2358 valid_0's quantile: 9.36374
[79] valid_0's poisson: -70.3161 valid_0's quantile: 9.34045
[80] valid_0's poisson: -70.4135 valid_0's quantile: 9.31508
[81] valid_0's poisson: -70.5124 valid_0's quantile: 9.28961
[82] valid_0's poisson: -70.6108 valid_0's quantile: 9.26428
[83] valid_0's poisson: -70.7126 valid_0's quantile: 9.23896
[84] valid_0's poisson: -70.81 valid_0's quantile: 9.21391
[85] valid_0's poisson: -70.9027 valid_0's quantile: 9.19162
[86] valid_0's poisson: -71.0031 valid_0's quantile: 9.16671
[87] valid_0's poisson: -71.1029 valid_0's quantile: 9.14193
[88] valid_0's poisson: -71.2021 valid_0's quantile: 9.11724
[89] valid_0's poisson: -71.2928 valid_0's quantile: 9.09544
[90] valid_0's poisson: -71.383 valid_0's quantile: 9.07375
[91] valid_0's poisson: -71.4727 valid_0's quantile: 9.05214
[92] valid_0's poisson: -71.5616 valid_0's quantile: 9.03018
[93] valid_0's poisson: -71.65 valid_0's quantile: 9.00831
[94] valid_0's poisson: -71.7328 valid_0's quantile: 8.98718
[95] valid_0's poisson: -71.8151 valid_0's quantile: 8.96614
[96] valid_0's poisson: -71.8849 valid_0's quantile: 8.94696
[97] valid_0's poisson: -71.9812 valid_0's quantile: 8.92334
[98] valid_0's poisson: -72.077 valid_0's quantile: 8.89989
[99] valid_0's poisson: -72.1723 valid_0's quantile: 8.87673
[100] valid_0's poisson: -72.267 valid_0's quantile: 8.85376
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.4643 valid_0's quantile: 11.5903
[2] valid_0's poisson: -62.7152 valid_0's quantile: 11.4897
[3] valid_0's poisson: -63.0495 valid_0's quantile: 11.3819
[4] valid_0's poisson: -63.3741 valid_0's quantile: 11.2778
[5] valid_0's poisson: -63.6895 valid_0's quantile: 11.1761
[6] valid_0's poisson: -63.996 valid_0's quantile: 11.078
[7] valid_0's poisson: -64.294 valid_0's quantile: 10.9828
[8] valid_0's poisson: -64.5839 valid_0's quantile: 10.8911
[9] valid_0's poisson: -64.8716 valid_0's quantile: 10.7911
[10] valid_0's poisson: -65.2349 valid_0's quantile: 10.686
[11] valid_0's poisson: -65.5449 valid_0's quantile: 10.5884
[12] valid_0's poisson: -65.8469 valid_0's quantile: 10.4948
[13] valid_0's poisson: -66.0784 valid_0's quantile: 10.4205
[14] valid_0's poisson: -66.2711 valid_0's quantile: 10.3507
[15] valid_0's poisson: -66.6056 valid_0's quantile: 10.2579
[16] valid_0's poisson: -66.8682 valid_0's quantile: 10.1829
[17] valid_0's poisson: -67.2237 valid_0's quantile: 10.0912
[18] valid_0's poisson: -67.5712 valid_0's quantile: 10.0023
[19] valid_0's poisson: -67.9109 valid_0's quantile: 9.91552
[20] valid_0's poisson: -68.2432 valid_0's quantile: 9.8308
[21] valid_0's poisson: -68.5362 valid_0's quantile: 9.76144
[22] valid_0's poisson: -68.8585 valid_0's quantile: 9.68088
[23] valid_0's poisson: -69.1738 valid_0's quantile: 9.60315
[24] valid_0's poisson: -69.4823 valid_0's quantile: 9.52801
[25] valid_0's poisson: -69.7673 valid_0's quantile: 9.46251
[26] valid_0's poisson: -70.0684 valid_0's quantile: 9.38977
[27] valid_0's poisson: -70.3631 valid_0's quantile: 9.31851
[28] valid_0's poisson: -70.6655 valid_0's quantile: 9.25203
[29] valid_0's poisson: -70.9499 valid_0's quantile: 9.1831
[30] valid_0's poisson: -71.244 valid_0's quantile: 9.11916
[31] valid_0's poisson: -71.5068 valid_0's quantile: 9.06061
[32] valid_0's poisson: -71.7723 valid_0's quantile: 8.99498
[33] valid_0's poisson: -72.0322 valid_0's quantile: 8.93057
[34] valid_0's poisson: -72.2902 valid_0's quantile: 8.86783
[35] valid_0's poisson: -72.5848 valid_0's quantile: 8.80995
[36] valid_0's poisson: -72.8308 valid_0's quantile: 8.74996
[37] valid_0's poisson: -73.1735 valid_0's quantile: 8.69188
[38] valid_0's poisson: -73.4143 valid_0's quantile: 8.63381
[39] valid_0's poisson: -73.6745 valid_0's quantile: 8.57931
[40] valid_0's poisson: -73.9519 valid_0's quantile: 8.52608
[41] valid_0's poisson: -74.2795 valid_0's quantile: 8.47104
[42] valid_0's poisson: -74.5487 valid_0's quantile: 8.41978
[43] valid_0's poisson: -74.7735 valid_0's quantile: 8.36569
[44] valid_0's poisson: -74.9937 valid_0's quantile: 8.31265
[45] valid_0's poisson: -75.2345 valid_0's quantile: 8.26252
[46] valid_0's poisson: -75.5498 valid_0's quantile: 8.21118
[47] valid_0's poisson: -75.8543 valid_0's quantile: 8.16079
[48] valid_0's poisson: -76.0644 valid_0's quantile: 8.10995
[49] valid_0's poisson: -76.313 valid_0's quantile: 8.06364
[50] valid_0's poisson: -76.6058 valid_0's quantile: 8.01527
[51] valid_0's poisson: -76.8474 valid_0's quantile: 7.97049
[52] valid_0's poisson: -77.0437 valid_0's quantile: 7.92215
[53] valid_0's poisson: -77.3246 valid_0's quantile: 7.87581
[54] valid_0's poisson: -77.6003 valid_0's quantile: 7.8306
[55] valid_0's poisson: -77.7863 valid_0's quantile: 7.78386
[56] valid_0's poisson: -78.0121 valid_0's quantile: 7.74229
[57] valid_0's poisson: -78.1948 valid_0's quantile: 7.69702
[58] valid_0's poisson: -78.4577 valid_0's quantile: 7.65407
[59] valid_0's poisson: -78.6312 valid_0's quantile: 7.61019
[60] valid_0's poisson: -78.8754 valid_0's quantile: 7.56297
[61] valid_0's poisson: -79.0876 valid_0's quantile: 7.52468
[62] valid_0's poisson: -79.3391 valid_0's quantile: 7.48407
[63] valid_0's poisson: -79.5067 valid_0's quantile: 7.44247
[64] valid_0's poisson: -79.6709 valid_0's quantile: 7.40164
[65] valid_0's poisson: -79.9126 valid_0's quantile: 7.36268
[66] valid_0's poisson: -80.111 valid_0's quantile: 7.32721
[67] valid_0's poisson: -80.3477 valid_0's quantile: 7.28956
[68] valid_0's poisson: -80.5038 valid_0's quantile: 7.25085
[69] valid_0's poisson: -80.7383 valid_0's quantile: 7.21439
[70] valid_0's poisson: -80.8892 valid_0's quantile: 7.1767
[71] valid_0's poisson: -81.037 valid_0's quantile: 7.13992
[72] valid_0's poisson: -81.281 valid_0's quantile: 7.10347
[73] valid_0's poisson: -81.4402 valid_0's quantile: 7.06623
[74] valid_0's poisson: -81.6774 valid_0's quantile: 7.03074
[75] valid_0's poisson: -81.8587 valid_0's quantile: 6.9995
[76] valid_0's poisson: -82.09 valid_0's quantile: 6.96484
[77] valid_0's poisson: -82.2813 valid_0's quantile: 6.93331
[78] valid_0's poisson: -82.4789 valid_0's quantile: 6.90073
[79] valid_0's poisson: -82.6248 valid_0's quantile: 6.86597
[80] valid_0's poisson: -82.8448 valid_0's quantile: 6.8333
[81] valid_0's poisson: -83.034 valid_0's quantile: 6.8021
[82] valid_0's poisson: -83.1731 valid_0's quantile: 6.7688
[83] valid_0's poisson: -83.385 valid_0's quantile: 6.73741
[84] valid_0's poisson: -83.5932 valid_0's quantile: 6.70685
[85] valid_0's poisson: -83.7651 valid_0's quantile: 6.67842
[86] valid_0's poisson: -83.9623 valid_0's quantile: 6.64838
[87] valid_0's poisson: -84.0922 valid_0's quantile: 6.61723
[88] valid_0's poisson: -84.2563 valid_0's quantile: 6.5903
[89] valid_0's poisson: -84.4467 valid_0's quantile: 6.5614
[90] valid_0's poisson: -84.6207 valid_0's quantile: 6.52754
[91] valid_0's poisson: -84.7914 valid_0's quantile: 6.4947
[92] valid_0's poisson: -84.9851 valid_0's quantile: 6.46555
[93] valid_0's poisson: -85.1753 valid_0's quantile: 6.43705
[94] valid_0's poisson: -85.3272 valid_0's quantile: 6.40506
[95] valid_0's poisson: -85.4826 valid_0's quantile: 6.37989
[96] valid_0's poisson: -85.6294 valid_0's quantile: 6.3493
[97] valid_0's poisson: -85.7499 valid_0's quantile: 6.32261
[98] valid_0's poisson: -85.9286 valid_0's quantile: 6.29664
[99] valid_0's poisson: -86.0821 valid_0's quantile: 6.27187
[100] valid_0's poisson: -86.2495 valid_0's quantile: 6.24598
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.4627 valid_0's quantile: 11.5896
[2] valid_0's poisson: -62.7548 valid_0's quantile: 11.4846
[3] valid_0's poisson: -63.0989 valid_0's quantile: 11.3751
[4] valid_0's poisson: -63.4332 valid_0's quantile: 11.2694
[5] valid_0's poisson: -63.758 valid_0's quantile: 11.1662
[6] valid_0's poisson: -64.0196 valid_0's quantile: 11.073
[7] valid_0's poisson: -64.3282 valid_0's quantile: 10.9763
[8] valid_0's poisson: -64.5783 valid_0's quantile: 10.8891
[9] valid_0's poisson: -64.8709 valid_0's quantile: 10.7984
[10] valid_0's poisson: -65.1558 valid_0's quantile: 10.7108
[11] valid_0's poisson: -65.4737 valid_0's quantile: 10.6121
[12] valid_0's poisson: -65.8299 valid_0's quantile: 10.5111
[13] valid_0's poisson: -66.1738 valid_0's quantile: 10.4129
[14] valid_0's poisson: -66.5091 valid_0's quantile: 10.3171
[15] valid_0's poisson: -66.8362 valid_0's quantile: 10.2246
[16] valid_0's poisson: -67.0897 valid_0's quantile: 10.1499
[17] valid_0's poisson: -67.4038 valid_0's quantile: 10.0625
[18] valid_0's poisson: -67.7103 valid_0's quantile: 9.97785
[19] valid_0's poisson: -68.0095 valid_0's quantile: 9.89517
[20] valid_0's poisson: -68.3491 valid_0's quantile: 9.81792
[21] valid_0's poisson: -68.6833 valid_0's quantile: 9.7339
[22] valid_0's poisson: -69.0103 valid_0's quantile: 9.65312
[23] valid_0's poisson: -69.3301 valid_0's quantile: 9.5752
[24] valid_0's poisson: -69.643 valid_0's quantile: 9.49916
[25] valid_0's poisson: -69.959 valid_0's quantile: 9.42932
[26] valid_0's poisson: -70.2586 valid_0's quantile: 9.35558
[27] valid_0's poisson: -70.5417 valid_0's quantile: 9.29059
[28] valid_0's poisson: -70.8275 valid_0's quantile: 9.21868
[29] valid_0's poisson: -71.1071 valid_0's quantile: 9.14835
[30] valid_0's poisson: -71.3975 valid_0's quantile: 9.08539
[31] valid_0's poisson: -71.6675 valid_0's quantile: 9.01828
[32] valid_0's poisson: -71.9372 valid_0's quantile: 8.95299
[33] valid_0's poisson: -72.2299 valid_0's quantile: 8.89225
[34] valid_0's poisson: -72.4888 valid_0's quantile: 8.82921
[35] valid_0's poisson: -72.776 valid_0's quantile: 8.7713
[36] valid_0's poisson: -73.0329 valid_0's quantile: 8.71104
[37] valid_0's poisson: -73.3122 valid_0's quantile: 8.6546
[38] valid_0's poisson: -73.5619 valid_0's quantile: 8.59563
[39] valid_0's poisson: -73.903 valid_0's quantile: 8.53774
[40] valid_0's poisson: -74.1737 valid_0's quantile: 8.48351
[41] valid_0's poisson: -74.4095 valid_0's quantile: 8.42677
[42] valid_0's poisson: -74.733 valid_0's quantile: 8.37097
[43] valid_0's poisson: -75.0503 valid_0's quantile: 8.31667
[44] valid_0's poisson: -75.2767 valid_0's quantile: 8.26214
[45] valid_0's poisson: -75.4985 valid_0's quantile: 8.20894
[46] valid_0's poisson: -75.8063 valid_0's quantile: 8.15694
[47] valid_0's poisson: -76.0213 valid_0's quantile: 8.10529
[48] valid_0's poisson: -76.3167 valid_0's quantile: 8.05477
[49] valid_0's poisson: -76.525 valid_0's quantile: 8.00429
[50] valid_0's poisson: -76.8109 valid_0's quantile: 7.95563
[51] valid_0's poisson: -77.066 valid_0's quantile: 7.90811
[52] valid_0's poisson: -77.2651 valid_0's quantile: 7.85935
[53] valid_0's poisson: -77.5391 valid_0's quantile: 7.81271
[54] valid_0's poisson: -77.7831 valid_0's quantile: 7.76756
[55] valid_0's poisson: -78.0499 valid_0's quantile: 7.72215
[56] valid_0's poisson: -78.237 valid_0's quantile: 7.67604
[57] valid_0's poisson: -78.4204 valid_0's quantile: 7.63136
[58] valid_0's poisson: -78.6742 valid_0's quantile: 7.58828
[59] valid_0's poisson: -78.8522 valid_0's quantile: 7.54491
[60] valid_0's poisson: -79.0791 valid_0's quantile: 7.5037
[61] valid_0's poisson: -79.3252 valid_0's quantile: 7.46237
[62] valid_0's poisson: -79.5717 valid_0's quantile: 7.42269
[63] valid_0's poisson: -79.7887 valid_0's quantile: 7.38359
[64] valid_0's poisson: -80.0284 valid_0's quantile: 7.34553
[65] valid_0's poisson: -80.2389 valid_0's quantile: 7.30766
[66] valid_0's poisson: -80.4025 valid_0's quantile: 7.2679
[67] valid_0's poisson: -80.6269 valid_0's quantile: 7.23098
[68] valid_0's poisson: -80.8531 valid_0's quantile: 7.19519
[69] valid_0's poisson: -81.0089 valid_0's quantile: 7.15678
[70] valid_0's poisson: -81.2277 valid_0's quantile: 7.12203
[71] valid_0's poisson: -81.4242 valid_0's quantile: 7.08698
[72] valid_0's poisson: -81.5899 valid_0's quantile: 7.04871
[73] valid_0's poisson: -81.8168 valid_0's quantile: 7.01396
[74] valid_0's poisson: -81.9775 valid_0's quantile: 6.97667
[75] valid_0's poisson: -82.1977 valid_0's quantile: 6.9431
[76] valid_0's poisson: -82.3537 valid_0's quantile: 6.90732
[77] valid_0's poisson: -82.5393 valid_0's quantile: 6.87496
[78] valid_0's poisson: -82.7487 valid_0's quantile: 6.8425
[79] valid_0's poisson: -82.9572 valid_0's quantile: 6.8109
[80] valid_0's poisson: -83.1477 valid_0's quantile: 6.77892
[81] valid_0's poisson: -83.2941 valid_0's quantile: 6.74473
[82] valid_0's poisson: -83.4979 valid_0's quantile: 6.71394
[83] valid_0's poisson: -83.6797 valid_0's quantile: 6.68315
[84] valid_0's poisson: -83.8742 valid_0's quantile: 6.65284
[85] valid_0's poisson: -84.0141 valid_0's quantile: 6.62095
[86] valid_0's poisson: -84.2042 valid_0's quantile: 6.59253
[87] valid_0's poisson: -84.3378 valid_0's quantile: 6.56128
[88] valid_0's poisson: -84.5317 valid_0's quantile: 6.53085
[89] valid_0's poisson: -84.6648 valid_0's quantile: 6.50099
[90] valid_0's poisson: -84.8527 valid_0's quantile: 6.47163
[91] valid_0's poisson: -85.0373 valid_0's quantile: 6.44304
[92] valid_0's poisson: -85.1651 valid_0's quantile: 6.4143
[93] valid_0's poisson: -85.2905 valid_0's quantile: 6.38644
[94] valid_0's poisson: -85.4541 valid_0's quantile: 6.36
[95] valid_0's poisson: -85.5754 valid_0's quantile: 6.33355
[96] valid_0's poisson: -85.7339 valid_0's quantile: 6.30834
[97] valid_0's poisson: -85.8894 valid_0's quantile: 6.2836
[98] valid_0's poisson: -86.0607 valid_0's quantile: 6.25811
[99] valid_0's poisson: -86.1981 valid_0's quantile: 6.22915
[100] valid_0's poisson: -86.3125 valid_0's quantile: 6.20435
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -63.0893 valid_0's quantile: 11.5787
[2] valid_0's poisson: -63.3752 valid_0's quantile: 11.4712
[3] valid_0's poisson: -63.605 valid_0's quantile: 11.3703
[4] valid_0's poisson: -63.873 valid_0's quantile: 11.2691
[5] valid_0's poisson: -64.1943 valid_0's quantile: 11.1633
[6] valid_0's poisson: -64.5063 valid_0's quantile: 11.0612
[7] valid_0's poisson: -64.8095 valid_0's quantile: 10.9619
[8] valid_0's poisson: -65.008 valid_0's quantile: 10.8769
[9] valid_0's poisson: -65.2 valid_0's quantile: 10.7947
[10] valid_0's poisson: -65.5679 valid_0's quantile: 10.6825
[11] valid_0's poisson: -65.8341 valid_0's quantile: 10.5846
[12] valid_0's poisson: -66.0185 valid_0's quantile: 10.5105
[13] valid_0's poisson: -66.2375 valid_0's quantile: 10.4352
[14] valid_0's poisson: -66.5266 valid_0's quantile: 10.3407
[15] valid_0's poisson: -66.8078 valid_0's quantile: 10.249
[16] valid_0's poisson: -67.0815 valid_0's quantile: 10.1604
[17] valid_0's poisson: -67.4341 valid_0's quantile: 10.0779
[18] valid_0's poisson: -67.7745 valid_0's quantile: 9.98463
[19] valid_0's poisson: -68.107 valid_0's quantile: 9.8941
[20] valid_0's poisson: -68.4318 valid_0's quantile: 9.80596
[21] valid_0's poisson: -68.7491 valid_0's quantile: 9.72039
[22] valid_0's poisson: -69.0176 valid_0's quantile: 9.6516
[23] valid_0's poisson: -69.3219 valid_0's quantile: 9.57109
[24] valid_0's poisson: -69.6192 valid_0's quantile: 9.49356
[25] valid_0's poisson: -69.9025 valid_0's quantile: 9.42681
[26] valid_0's poisson: -70.1907 valid_0's quantile: 9.35224
[27] valid_0's poisson: -70.4623 valid_0's quantile: 9.28741
[28] valid_0's poisson: -70.7418 valid_0's quantile: 9.21564
[29] valid_0's poisson: -71.0422 valid_0's quantile: 9.15004
[30] valid_0's poisson: -71.3123 valid_0's quantile: 9.08127
[31] valid_0's poisson: -71.5713 valid_0's quantile: 9.02128
[32] valid_0's poisson: -71.8301 valid_0's quantile: 8.95439
[33] valid_0's poisson: -72.0868 valid_0's quantile: 8.88953
[34] valid_0's poisson: -72.3446 valid_0's quantile: 8.83303
[35] valid_0's poisson: -72.5937 valid_0's quantile: 8.77074
[36] valid_0's poisson: -72.941 valid_0's quantile: 8.71028
[37] valid_0's poisson: -73.2816 valid_0's quantile: 8.65126
[38] valid_0's poisson: -73.5147 valid_0's quantile: 8.59108
[39] valid_0's poisson: -73.8447 valid_0's quantile: 8.53402
[40] valid_0's poisson: -74.0763 valid_0's quantile: 8.47598
[41] valid_0's poisson: -74.303 valid_0's quantile: 8.41887
[42] valid_0's poisson: -74.5533 valid_0's quantile: 8.3664
[43] valid_0's poisson: -74.8675 valid_0's quantile: 8.31244
[44] valid_0's poisson: -75.0818 valid_0's quantile: 8.2574
[45] valid_0's poisson: -75.3922 valid_0's quantile: 8.20549
[46] valid_0's poisson: -75.5984 valid_0's quantile: 8.15228
[47] valid_0's poisson: -75.8002 valid_0's quantile: 8.1001
[48] valid_0's poisson: -75.9979 valid_0's quantile: 8.04885
[49] valid_0's poisson: -76.2951 valid_0's quantile: 7.99945
[50] valid_0's poisson: -76.5868 valid_0's quantile: 7.95091
[51] valid_0's poisson: -76.8731 valid_0's quantile: 7.90379
[52] valid_0's poisson: -77.1495 valid_0's quantile: 7.85782
[53] valid_0's poisson: -77.3346 valid_0's quantile: 7.80922
[54] valid_0's poisson: -77.5709 valid_0's quantile: 7.76462
[55] valid_0's poisson: -77.7499 valid_0's quantile: 7.71835
[56] valid_0's poisson: -77.9795 valid_0's quantile: 7.67576
[57] valid_0's poisson: -78.2405 valid_0's quantile: 7.63244
[58] valid_0's poisson: -78.4968 valid_0's quantile: 7.58987
[59] valid_0's poisson: -78.6624 valid_0's quantile: 7.5454
[60] valid_0's poisson: -78.8271 valid_0's quantile: 7.50214
[61] valid_0's poisson: -79.0424 valid_0's quantile: 7.4622
[62] valid_0's poisson: -79.2014 valid_0's quantile: 7.42062
[63] valid_0's poisson: -79.4425 valid_0's quantile: 7.38101
[64] valid_0's poisson: -79.6791 valid_0's quantile: 7.34247
[65] valid_0's poisson: -79.8845 valid_0's quantile: 7.30503
[66] valid_0's poisson: -80.0351 valid_0's quantile: 7.26527
[67] valid_0's poisson: -80.2626 valid_0's quantile: 7.22831
[68] valid_0's poisson: -80.4859 valid_0's quantile: 7.19237
[69] valid_0's poisson: -80.6287 valid_0's quantile: 7.15399
[70] valid_0's poisson: -80.7687 valid_0's quantile: 7.11679
[71] valid_0's poisson: -80.9057 valid_0's quantile: 7.08064
[72] valid_0's poisson: -81.1205 valid_0's quantile: 7.04609
[73] valid_0's poisson: -81.326 valid_0's quantile: 7.01116
[74] valid_0's poisson: -81.558 valid_0's quantile: 6.97629
[75] valid_0's poisson: -81.7058 valid_0's quantile: 6.93976
[76] valid_0's poisson: -81.911 valid_0's quantile: 6.90059
[77] valid_0's poisson: -82.1348 valid_0's quantile: 6.86677
[78] valid_0's poisson: -82.3298 valid_0's quantile: 6.83386
[79] valid_0's poisson: -82.5212 valid_0's quantile: 6.80158
[80] valid_0's poisson: -82.7351 valid_0's quantile: 6.7695
[81] valid_0's poisson: -82.9206 valid_0's quantile: 6.738
[82] valid_0's poisson: -83.0552 valid_0's quantile: 6.70463
[83] valid_0's poisson: -83.2426 valid_0's quantile: 6.66932
[84] valid_0's poisson: -83.445 valid_0's quantile: 6.63897
[85] valid_0's poisson: -83.6214 valid_0's quantile: 6.60983
[86] valid_0's poisson: -83.8181 valid_0's quantile: 6.58074
[87] valid_0's poisson: -83.9895 valid_0's quantile: 6.55277
[88] valid_0's poisson: -84.1796 valid_0's quantile: 6.52417
[89] valid_0's poisson: -84.3016 valid_0's quantile: 6.49495
[90] valid_0's poisson: -84.4759 valid_0's quantile: 6.46389
[91] valid_0's poisson: -84.6612 valid_0's quantile: 6.43696
[92] valid_0's poisson: -84.7781 valid_0's quantile: 6.40941
[93] valid_0's poisson: -84.9594 valid_0's quantile: 6.3831
[94] valid_0's poisson: -85.1374 valid_0's quantile: 6.3573
[95] valid_0's poisson: -85.3013 valid_0's quantile: 6.33105
[96] valid_0's poisson: -85.484 valid_0's quantile: 6.30381
[97] valid_0's poisson: -85.6442 valid_0's quantile: 6.2782
[98] valid_0's poisson: -85.7846 valid_0's quantile: 6.24877
[99] valid_0's poisson: -85.9335 valid_0's quantile: 6.22463
[100] valid_0's poisson: -86.1071 valid_0's quantile: 6.19902
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -63.7779 valid_0's quantile: 11.5657
[2] valid_0's poisson: -64.1231 valid_0's quantile: 11.4527
[3] valid_0's poisson: -64.4116 valid_0's quantile: 11.3476
[4] valid_0's poisson: -64.6909 valid_0's quantile: 11.2457
[5] valid_0's poisson: -65.0083 valid_0's quantile: 11.1422
[6] valid_0's poisson: -65.3844 valid_0's quantile: 11.0207
[7] valid_0's poisson: -65.5977 valid_0's quantile: 10.9322
[8] valid_0's poisson: -65.8041 valid_0's quantile: 10.8464
[9] valid_0's poisson: -66.1599 valid_0's quantile: 10.7336
[10] valid_0's poisson: -66.506 valid_0's quantile: 10.6244
[11] valid_0's poisson: -66.7865 valid_0's quantile: 10.5373
[12] valid_0's poisson: -67.0596 valid_0's quantile: 10.4531
[13] valid_0's poisson: -67.3858 valid_0's quantile: 10.352
[14] valid_0's poisson: -67.7033 valid_0's quantile: 10.2544
[15] valid_0's poisson: -68.053 valid_0's quantile: 10.1701
[16] valid_0's poisson: -68.3949 valid_0's quantile: 10.0877
[17] valid_0's poisson: -68.7303 valid_0's quantile: 9.99271
[18] valid_0's poisson: -69.0577 valid_0's quantile: 9.91406
[19] valid_0's poisson: -69.3788 valid_0's quantile: 9.82374
[20] valid_0's poisson: -69.6923 valid_0's quantile: 9.73598
[21] valid_0's poisson: -69.9986 valid_0's quantile: 9.65093
[22] valid_0's poisson: -70.2977 valid_0's quantile: 9.56791
[23] valid_0's poisson: -70.6101 valid_0's quantile: 9.49653
[24] valid_0's poisson: -70.8974 valid_0's quantile: 9.41799
[25] valid_0's poisson: -71.1972 valid_0's quantile: 9.34981
[26] valid_0's poisson: -71.475 valid_0's quantile: 9.27555
[27] valid_0's poisson: -71.7466 valid_0's quantile: 9.2037
[28] valid_0's poisson: -72.0302 valid_0's quantile: 9.13892
[29] valid_0's poisson: -72.2921 valid_0's quantile: 9.0697
[30] valid_0's poisson: -72.5667 valid_0's quantile: 9.0076
[31] valid_0's poisson: -72.8041 valid_0's quantile: 8.94262
[32] valid_0's poisson: -73.0361 valid_0's quantile: 8.87873
[33] valid_0's poisson: -73.2966 valid_0's quantile: 8.82062
[34] valid_0's poisson: -73.5367 valid_0's quantile: 8.75851
[35] valid_0's poisson: -73.7716 valid_0's quantile: 8.69788
[36] valid_0's poisson: -74.0026 valid_0's quantile: 8.63865
[37] valid_0's poisson: -74.3315 valid_0's quantile: 8.58001
[38] valid_0's poisson: -74.5551 valid_0's quantile: 8.52239
[39] valid_0's poisson: -74.8319 valid_0's quantile: 8.466
[40] valid_0's poisson: -75.148 valid_0's quantile: 8.40973
[41] valid_0's poisson: -75.4148 valid_0's quantile: 8.35625
[42] valid_0's poisson: -75.6267 valid_0's quantile: 8.30142
[43] valid_0's poisson: -75.9321 valid_0's quantile: 8.2476
[44] valid_0's poisson: -76.1376 valid_0's quantile: 8.19466
[45] valid_0's poisson: -76.3389 valid_0's quantile: 8.14277
[46] valid_0's poisson: -76.6311 valid_0's quantile: 8.09162
[47] valid_0's poisson: -76.8763 valid_0's quantile: 8.04299
[48] valid_0's poisson: -77.0697 valid_0's quantile: 7.99305
[49] valid_0's poisson: -77.2979 valid_0's quantile: 7.94463
[50] valid_0's poisson: -77.5774 valid_0's quantile: 7.89613
[51] valid_0's poisson: -77.8108 valid_0's quantile: 7.85064
[52] valid_0's poisson: -77.993 valid_0's quantile: 7.80312
[53] valid_0's poisson: -78.2573 valid_0's quantile: 7.75676
[54] valid_0's poisson: -78.5165 valid_0's quantile: 7.71146
[55] valid_0's poisson: -78.7373 valid_0's quantile: 7.66824
[56] valid_0's poisson: -78.9086 valid_0's quantile: 7.62309
[57] valid_0's poisson: -79.1579 valid_0's quantile: 7.57982
[58] valid_0's poisson: -79.3243 valid_0's quantile: 7.53645
[59] valid_0's poisson: -79.4872 valid_0's quantile: 7.49384
[60] valid_0's poisson: -79.7341 valid_0's quantile: 7.45293
[61] valid_0's poisson: -79.8915 valid_0's quantile: 7.41112
[62] valid_0's poisson: -80.1288 valid_0's quantile: 7.37083
[63] valid_0's poisson: -80.3302 valid_0's quantile: 7.33306
[64] valid_0's poisson: -80.5602 valid_0's quantile: 7.29426
[65] valid_0's poisson: -80.71 valid_0's quantile: 7.25472
[66] valid_0's poisson: -80.8568 valid_0's quantile: 7.21601
[67] valid_0's poisson: -81.0856 valid_0's quantile: 7.17924
[68] valid_0's poisson: -81.2759 valid_0's quantile: 7.14426
[69] valid_0's poisson: -81.5142 valid_0's quantile: 7.10736
[70] valid_0's poisson: -81.6986 valid_0's quantile: 7.07343
[71] valid_0's poisson: -81.85 valid_0's quantile: 7.03616
[72] valid_0's poisson: -81.9984 valid_0's quantile: 6.99956
[73] valid_0's poisson: -82.22 valid_0's quantile: 6.96371
[74] valid_0's poisson: -82.4375 valid_0's quantile: 6.92876
[75] valid_0's poisson: -82.627 valid_0's quantile: 6.89569
[76] valid_0's poisson: -82.8387 valid_0's quantile: 6.86181
[77] valid_0's poisson: -82.979 valid_0's quantile: 6.82742
[78] valid_0's poisson: -83.1846 valid_0's quantile: 6.79457
[79] valid_0's poisson: -83.3191 valid_0's quantile: 6.76077
[80] valid_0's poisson: -83.4969 valid_0's quantile: 6.72981
[81] valid_0's poisson: -83.6981 valid_0's quantile: 6.69847
[82] valid_0's poisson: -83.8297 valid_0's quantile: 6.66641
[83] valid_0's poisson: -83.9587 valid_0's quantile: 6.63528
[84] valid_0's poisson: -84.1563 valid_0's quantile: 6.60454
[85] valid_0's poisson: -84.3515 valid_0's quantile: 6.57408
[86] valid_0's poisson: -84.5419 valid_0's quantile: 6.54469
[87] valid_0's poisson: -84.6955 valid_0's quantile: 6.51175
[88] valid_0's poisson: -84.86 valid_0's quantile: 6.48389
[89] valid_0's poisson: -85.0215 valid_0's quantile: 6.45687
[90] valid_0's poisson: -85.2057 valid_0's quantile: 6.42909
[91] valid_0's poisson: -85.3262 valid_0's quantile: 6.40135
[92] valid_0's poisson: -85.4714 valid_0's quantile: 6.3719
[93] valid_0's poisson: -85.6255 valid_0's quantile: 6.34698
[94] valid_0's poisson: -85.7999 valid_0's quantile: 6.3212
[95] valid_0's poisson: -85.9385 valid_0's quantile: 6.29261
[96] valid_0's poisson: -86.0882 valid_0's quantile: 6.26871
[97] valid_0's poisson: -86.2017 valid_0's quantile: 6.24383
[98] valid_0's poisson: -86.3656 valid_0's quantile: 6.21985
[99] valid_0's poisson: -86.4953 valid_0's quantile: 6.19308
[100] valid_0's poisson: -86.6471 valid_0's quantile: 6.16881
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.4708 valid_0's quantile: 11.5874
[2] valid_0's poisson: -62.7708 valid_0's quantile: 11.4802
[3] valid_0's poisson: -63.0612 valid_0's quantile: 11.3758
[4] valid_0's poisson: -63.3426 valid_0's quantile: 11.2752
[5] valid_0's poisson: -63.6153 valid_0's quantile: 11.1773
[6] valid_0's poisson: -63.8347 valid_0's quantile: 11.0872
[7] valid_0's poisson: -64.0917 valid_0's quantile: 10.9961
[8] valid_0's poisson: -64.4258 valid_0's quantile: 10.8857
[9] valid_0's poisson: -64.7504 valid_0's quantile: 10.7787
[10] valid_0's poisson: -65.0284 valid_0's quantile: 10.6778
[11] valid_0's poisson: -65.2679 valid_0's quantile: 10.5972
[12] valid_0's poisson: -65.5336 valid_0's quantile: 10.5036
[13] valid_0's poisson: -65.8151 valid_0's quantile: 10.4227
[14] valid_0's poisson: -66.1563 valid_0's quantile: 10.3253
[15] valid_0's poisson: -66.4889 valid_0's quantile: 10.2307
[16] valid_0's poisson: -66.8133 valid_0's quantile: 10.1389
[17] valid_0's poisson: -67.1298 valid_0's quantile: 10.0495
[18] valid_0's poisson: -67.393 valid_0's quantile: 9.97737
[19] valid_0's poisson: -67.6971 valid_0's quantile: 9.89374
[20] valid_0's poisson: -67.9525 valid_0's quantile: 9.81836
[21] valid_0's poisson: -68.2429 valid_0's quantile: 9.74047
[22] valid_0's poisson: -68.5793 valid_0's quantile: 9.66564
[23] valid_0's poisson: -68.8966 valid_0's quantile: 9.58678
[24] valid_0's poisson: -69.2193 valid_0's quantile: 9.5155
[25] valid_0's poisson: -69.526 valid_0's quantile: 9.43778
[26] valid_0's poisson: -69.8391 valid_0's quantile: 9.36858
[27] valid_0's poisson: -70.1359 valid_0's quantile: 9.2948
[28] valid_0's poisson: -70.4263 valid_0's quantile: 9.22267
[29] valid_0's poisson: -70.7281 valid_0's quantile: 9.15785
[30] valid_0's poisson: -71.0071 valid_0's quantile: 9.0895
[31] valid_0's poisson: -71.2793 valid_0's quantile: 9.02192
[32] valid_0's poisson: -71.5674 valid_0's quantile: 8.96085
[33] valid_0's poisson: -71.8299 valid_0's quantile: 8.8964
[34] valid_0's poisson: -72.0869 valid_0's quantile: 8.83411
[35] valid_0's poisson: -72.3405 valid_0's quantile: 8.77968
[36] valid_0's poisson: -72.5901 valid_0's quantile: 8.71982
[37] valid_0's poisson: -72.8484 valid_0's quantile: 8.66508
[38] valid_0's poisson: -73.0912 valid_0's quantile: 8.6071
[39] valid_0's poisson: -73.329 valid_0's quantile: 8.55026
[40] valid_0's poisson: -73.6704 valid_0's quantile: 8.49252
[41] valid_0's poisson: -74.0053 valid_0's quantile: 8.43576
[42] valid_0's poisson: -74.3339 valid_0's quantile: 8.38029
[43] valid_0's poisson: -74.5577 valid_0's quantile: 8.32588
[44] valid_0's poisson: -74.7769 valid_0's quantile: 8.27264
[45] valid_0's poisson: -75.0543 valid_0's quantile: 8.21921
[46] valid_0's poisson: -75.2679 valid_0's quantile: 8.16731
[47] valid_0's poisson: -75.5767 valid_0's quantile: 8.11544
[48] valid_0's poisson: -75.7835 valid_0's quantile: 8.06482
[49] valid_0's poisson: -76.0871 valid_0's quantile: 8.01474
[50] valid_0's poisson: -76.381 valid_0's quantile: 7.96512
[51] valid_0's poisson: -76.5788 valid_0's quantile: 7.91643
[52] valid_0's poisson: -76.8629 valid_0's quantile: 7.86826
[53] valid_0's poisson: -77.1104 valid_0's quantile: 7.8231
[54] valid_0's poisson: -77.2987 valid_0's quantile: 7.77656
[55] valid_0's poisson: -77.4832 valid_0's quantile: 7.73122
[56] valid_0's poisson: -77.7209 valid_0's quantile: 7.68832
[57] valid_0's poisson: -77.899 valid_0's quantile: 7.64429
[58] valid_0's poisson: -78.164 valid_0's quantile: 7.5998
[59] valid_0's poisson: -78.3924 valid_0's quantile: 7.5592
[60] valid_0's poisson: -78.6165 valid_0's quantile: 7.51941
[61] valid_0's poisson: -78.8301 valid_0's quantile: 7.47702
[62] valid_0's poisson: -78.9969 valid_0's quantile: 7.43625
[63] valid_0's poisson: -79.2486 valid_0's quantile: 7.39503
[64] valid_0's poisson: -79.4101 valid_0's quantile: 7.35536
[65] valid_0's poisson: -79.6587 valid_0's quantile: 7.31572
[66] valid_0's poisson: -79.865 valid_0's quantile: 7.27874
[67] valid_0's poisson: -80.1066 valid_0's quantile: 7.24042
[68] valid_0's poisson: -80.3074 valid_0's quantile: 7.20462
[69] valid_0's poisson: -80.4567 valid_0's quantile: 7.16695
[70] valid_0's poisson: -80.6898 valid_0's quantile: 7.13051
[71] valid_0's poisson: -80.8824 valid_0's quantile: 7.09621
[72] valid_0's poisson: -81.0249 valid_0's quantile: 7.06023
[73] valid_0's poisson: -81.2465 valid_0's quantile: 7.02447
[74] valid_0's poisson: -81.4609 valid_0's quantile: 6.98985
[75] valid_0's poisson: -81.6773 valid_0's quantile: 6.95386
[76] valid_0's poisson: -81.8135 valid_0's quantile: 6.91952
[77] valid_0's poisson: -81.9916 valid_0's quantile: 6.88791
[78] valid_0's poisson: -82.137 valid_0's quantile: 6.85321
[79] valid_0's poisson: -82.3556 valid_0's quantile: 6.81964
[80] valid_0's poisson: -82.5583 valid_0's quantile: 6.78642
[81] valid_0's poisson: -82.7018 valid_0's quantile: 6.75295
[82] valid_0's poisson: -82.8425 valid_0's quantile: 6.72053
[83] valid_0's poisson: -83.055 valid_0's quantile: 6.68843
[84] valid_0's poisson: -83.1916 valid_0's quantile: 6.65711
[85] valid_0's poisson: -83.3833 valid_0's quantile: 6.62653
[86] valid_0's poisson: -83.5189 valid_0's quantile: 6.59703
[87] valid_0's poisson: -83.7237 valid_0's quantile: 6.56702
[88] valid_0's poisson: -83.9247 valid_0's quantile: 6.53769
[89] valid_0's poisson: -84.1076 valid_0's quantile: 6.50887
[90] valid_0's poisson: -84.2777 valid_0's quantile: 6.48164
[91] valid_0's poisson: -84.4662 valid_0's quantile: 6.45191
[92] valid_0's poisson: -84.5906 valid_0's quantile: 6.42396
[93] valid_0's poisson: -84.7796 valid_0's quantile: 6.39546
[94] valid_0's poisson: -84.9408 valid_0's quantile: 6.36978
[95] valid_0's poisson: -85.1233 valid_0's quantile: 6.34259
[96] valid_0's poisson: -85.2798 valid_0's quantile: 6.31777
[97] valid_0's poisson: -85.4562 valid_0's quantile: 6.2917
[98] valid_0's poisson: -85.6091 valid_0's quantile: 6.26763
[99] valid_0's poisson: -85.7524 valid_0's quantile: 6.23881
[100] valid_0's poisson: -85.893 valid_0's quantile: 6.21114
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.3212 valid_0's quantile: 11.6508
[2] valid_0's poisson: -62.4849 valid_0's quantile: 11.6037
[3] valid_0's poisson: -62.6475 valid_0's quantile: 11.557
[4] valid_0's poisson: -62.8089 valid_0's quantile: 11.5106
[5] valid_0's poisson: -62.9692 valid_0's quantile: 11.4643
[6] valid_0's poisson: -63.124 valid_0's quantile: 11.4193
[7] valid_0's poisson: -63.282 valid_0's quantile: 11.3737
[8] valid_0's poisson: -63.439 valid_0's quantile: 11.3282
[9] valid_0's poisson: -63.5949 valid_0's quantile: 11.283
[10] valid_0's poisson: -63.7497 valid_0's quantile: 11.2381
[11] valid_0's poisson: -63.8992 valid_0's quantile: 11.1943
[12] valid_0's poisson: -64.052 valid_0's quantile: 11.15
[13] valid_0's poisson: -64.2031 valid_0's quantile: 11.1063
[14] valid_0's poisson: -64.3532 valid_0's quantile: 11.0629
[15] valid_0's poisson: -64.5023 valid_0's quantile: 11.0197
[16] valid_0's poisson: -64.6505 valid_0's quantile: 10.9773
[17] valid_0's poisson: -64.7981 valid_0's quantile: 10.9349
[18] valid_0's poisson: -64.9447 valid_0's quantile: 10.8928
[19] valid_0's poisson: -65.0901 valid_0's quantile: 10.8511
[20] valid_0's poisson: -65.2326 valid_0's quantile: 10.8096
[21] valid_0's poisson: -65.3762 valid_0's quantile: 10.7684
[22] valid_0's poisson: -65.5188 valid_0's quantile: 10.7274
[23] valid_0's poisson: -65.6605 valid_0's quantile: 10.6867
[24] valid_0's poisson: -65.802 valid_0's quantile: 10.6465
[25] valid_0's poisson: -65.9425 valid_0's quantile: 10.6065
[26] valid_0's poisson: -66.0822 valid_0's quantile: 10.5667
[27] valid_0's poisson: -66.221 valid_0's quantile: 10.5275
[28] valid_0's poisson: -66.3589 valid_0's quantile: 10.4887
[29] valid_0's poisson: -66.496 valid_0's quantile: 10.4503
[30] valid_0's poisson: -66.6322 valid_0's quantile: 10.4124
[31] valid_0's poisson: -66.767 valid_0's quantile: 10.375
[32] valid_0's poisson: -66.9011 valid_0's quantile: 10.3386
[33] valid_0's poisson: -67.0344 valid_0's quantile: 10.3024
[34] valid_0's poisson: -67.1668 valid_0's quantile: 10.2664
[35] valid_0's poisson: -67.2975 valid_0's quantile: 10.2302
[36] valid_0's poisson: -67.4274 valid_0's quantile: 10.1943
[37] valid_0's poisson: -67.5565 valid_0's quantile: 10.1585
[38] valid_0's poisson: -67.6826 valid_0's quantile: 10.1234
[39] valid_0's poisson: -67.808 valid_0's quantile: 10.0887
[40] valid_0's poisson: -67.9348 valid_0's quantile: 10.0537
[41] valid_0's poisson: -68.0609 valid_0's quantile: 10.0195
[42] valid_0's poisson: -68.184 valid_0's quantile: 9.9854
[43] valid_0's poisson: -68.3064 valid_0's quantile: 9.95151
[44] valid_0's poisson: -68.4302 valid_0's quantile: 9.91794
[45] valid_0's poisson: -68.5579 valid_0's quantile: 9.8839
[46] valid_0's poisson: -68.6848 valid_0's quantile: 9.85003
[47] valid_0's poisson: -68.8081 valid_0's quantile: 9.81663
[48] valid_0's poisson: -68.9338 valid_0's quantile: 9.78319
[49] valid_0's poisson: -69.0584 valid_0's quantile: 9.74994
[50] valid_0's poisson: -69.1818 valid_0's quantile: 9.71667
[51] valid_0's poisson: -69.3047 valid_0's quantile: 9.68362
[52] valid_0's poisson: -69.4269 valid_0's quantile: 9.65052
[53] valid_0's poisson: -69.5484 valid_0's quantile: 9.61807
[54] valid_0's poisson: -69.6692 valid_0's quantile: 9.58583
[55] valid_0's poisson: -69.7899 valid_0's quantile: 9.55395
[56] valid_0's poisson: -69.9088 valid_0's quantile: 9.52264
[57] valid_0's poisson: -70.0286 valid_0's quantile: 9.49051
[58] valid_0's poisson: -70.1466 valid_0's quantile: 9.45891
[59] valid_0's poisson: -70.2635 valid_0's quantile: 9.42815
[60] valid_0's poisson: -70.3797 valid_0's quantile: 9.39765
[61] valid_0's poisson: -70.4965 valid_0's quantile: 9.36644
[62] valid_0's poisson: -70.6126 valid_0's quantile: 9.33535
[63] valid_0's poisson: -70.7282 valid_0's quantile: 9.30411
[64] valid_0's poisson: -70.8501 valid_0's quantile: 9.27338
[65] valid_0's poisson: -70.9716 valid_0's quantile: 9.24254
[66] valid_0's poisson: -71.0864 valid_0's quantile: 9.2122
[67] valid_0's poisson: -71.2006 valid_0's quantile: 9.1821
[68] valid_0's poisson: -71.3108 valid_0's quantile: 9.15283
[69] valid_0's poisson: -71.4238 valid_0's quantile: 9.12338
[70] valid_0's poisson: -71.5361 valid_0's quantile: 9.09397
[71] valid_0's poisson: -71.6545 valid_0's quantile: 9.06411
[72] valid_0's poisson: -71.7733 valid_0's quantile: 9.03416
[73] valid_0's poisson: -71.8914 valid_0's quantile: 9.00436
[74] valid_0's poisson: -72.006 valid_0's quantile: 8.97524
[75] valid_0's poisson: -72.1229 valid_0's quantile: 8.94601
[76] valid_0's poisson: -72.2365 valid_0's quantile: 8.91718
[77] valid_0's poisson: -72.3495 valid_0's quantile: 8.88855
[78] valid_0's poisson: -72.462 valid_0's quantile: 8.86022
[79] valid_0's poisson: -72.5732 valid_0's quantile: 8.83203
[80] valid_0's poisson: -72.6841 valid_0's quantile: 8.80346
[81] valid_0's poisson: -72.7984 valid_0's quantile: 8.77467
[82] valid_0's poisson: -72.9088 valid_0's quantile: 8.74651
[83] valid_0's poisson: -73.0232 valid_0's quantile: 8.71864
[84] valid_0's poisson: -73.1375 valid_0's quantile: 8.69067
[85] valid_0's poisson: -73.2501 valid_0's quantile: 8.66388
[86] valid_0's poisson: -73.3622 valid_0's quantile: 8.63726
[87] valid_0's poisson: -73.4745 valid_0's quantile: 8.61032
[88] valid_0's poisson: -73.5853 valid_0's quantile: 8.58377
[89] valid_0's poisson: -73.6957 valid_0's quantile: 8.55733
[90] valid_0's poisson: -73.8066 valid_0's quantile: 8.53028
[91] valid_0's poisson: -73.9166 valid_0's quantile: 8.50398
[92] valid_0's poisson: -74.0261 valid_0's quantile: 8.47779
[93] valid_0's poisson: -74.1349 valid_0's quantile: 8.45143
[94] valid_0's poisson: -74.2431 valid_0's quantile: 8.42547
[95] valid_0's poisson: -74.3508 valid_0's quantile: 8.39963
[96] valid_0's poisson: -74.4571 valid_0's quantile: 8.37405
[97] valid_0's poisson: -74.5637 valid_0's quantile: 8.34876
[98] valid_0's poisson: -74.6691 valid_0's quantile: 8.32317
[99] valid_0's poisson: -74.7737 valid_0's quantile: 8.29816
[100] valid_0's poisson: -74.8787 valid_0's quantile: 8.27333
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.3269 valid_0's quantile: 11.6495
[2] valid_0's poisson: -62.493 valid_0's quantile: 11.602
[3] valid_0's poisson: -62.6579 valid_0's quantile: 11.5549
[4] valid_0's poisson: -62.8217 valid_0's quantile: 11.5081
[5] valid_0's poisson: -62.9838 valid_0's quantile: 11.4624
[6] valid_0's poisson: -63.145 valid_0's quantile: 11.4167
[7] valid_0's poisson: -63.305 valid_0's quantile: 11.3713
[8] valid_0's poisson: -63.464 valid_0's quantile: 11.3261
[9] valid_0's poisson: -63.6223 valid_0's quantile: 11.2803
[10] valid_0's poisson: -63.7785 valid_0's quantile: 11.2348
[11] valid_0's poisson: -63.9332 valid_0's quantile: 11.1906
[12] valid_0's poisson: -64.086 valid_0's quantile: 11.1466
[13] valid_0's poisson: -64.2387 valid_0's quantile: 11.1029
[14] valid_0's poisson: -64.3894 valid_0's quantile: 11.0597
[15] valid_0's poisson: -64.5415 valid_0's quantile: 11.0155
[16] valid_0's poisson: -64.6912 valid_0's quantile: 10.9724
[17] valid_0's poisson: -64.839 valid_0's quantile: 10.9295
[18] valid_0's poisson: -64.9868 valid_0's quantile: 10.887
[19] valid_0's poisson: -65.1327 valid_0's quantile: 10.8446
[20] valid_0's poisson: -65.2786 valid_0's quantile: 10.8025
[21] valid_0's poisson: -65.4232 valid_0's quantile: 10.761
[22] valid_0's poisson: -65.5661 valid_0's quantile: 10.7199
[23] valid_0's poisson: -65.7088 valid_0's quantile: 10.6792
[24] valid_0's poisson: -65.8499 valid_0's quantile: 10.6387
[25] valid_0's poisson: -65.9909 valid_0's quantile: 10.5984
[26] valid_0's poisson: -66.131 valid_0's quantile: 10.5584
[27] valid_0's poisson: -66.2694 valid_0's quantile: 10.5191
[28] valid_0's poisson: -66.4077 valid_0's quantile: 10.4801
[29] valid_0's poisson: -66.5445 valid_0's quantile: 10.4418
[30] valid_0's poisson: -66.6811 valid_0's quantile: 10.4031
[31] valid_0's poisson: -66.8168 valid_0's quantile: 10.3656
[32] valid_0's poisson: -66.9508 valid_0's quantile: 10.3284
[33] valid_0's poisson: -67.0849 valid_0's quantile: 10.2913
[34] valid_0's poisson: -67.2172 valid_0's quantile: 10.2538
[35] valid_0's poisson: -67.3496 valid_0's quantile: 10.2168
[36] valid_0's poisson: -67.483 valid_0's quantile: 10.1797
[37] valid_0's poisson: -67.6149 valid_0's quantile: 10.1428
[38] valid_0's poisson: -67.7466 valid_0's quantile: 10.1062
[39] valid_0's poisson: -67.8753 valid_0's quantile: 10.0709
[40] valid_0's poisson: -68.0038 valid_0's quantile: 10.0357
[41] valid_0's poisson: -68.1313 valid_0's quantile: 10.0008
[42] valid_0's poisson: -68.2594 valid_0's quantile: 9.96573
[43] valid_0's poisson: -68.3877 valid_0's quantile: 9.93038
[44] valid_0's poisson: -68.515 valid_0's quantile: 9.89554
[45] valid_0's poisson: -68.6407 valid_0's quantile: 9.86127
[46] valid_0's poisson: -68.765 valid_0's quantile: 9.82732
[47] valid_0's poisson: -68.8877 valid_0's quantile: 9.79345
[48] valid_0's poisson: -69.0119 valid_0's quantile: 9.75963
[49] valid_0's poisson: -69.1353 valid_0's quantile: 9.72592
[50] valid_0's poisson: -69.2573 valid_0's quantile: 9.69239
[51] valid_0's poisson: -69.3793 valid_0's quantile: 9.65924
[52] valid_0's poisson: -69.4986 valid_0's quantile: 9.62645
[53] valid_0's poisson: -69.6197 valid_0's quantile: 9.59307
[54] valid_0's poisson: -69.7399 valid_0's quantile: 9.56032
[55] valid_0's poisson: -69.8589 valid_0's quantile: 9.52734
[56] valid_0's poisson: -69.9777 valid_0's quantile: 9.49483
[57] valid_0's poisson: -70.0939 valid_0's quantile: 9.46266
[58] valid_0's poisson: -70.2107 valid_0's quantile: 9.43072
[59] valid_0's poisson: -70.3279 valid_0's quantile: 9.39855
[60] valid_0's poisson: -70.4444 valid_0's quantile: 9.3667
[61] valid_0's poisson: -70.5578 valid_0's quantile: 9.33623
[62] valid_0's poisson: -70.6725 valid_0's quantile: 9.30561
[63] valid_0's poisson: -70.7851 valid_0's quantile: 9.27511
[64] valid_0's poisson: -70.9019 valid_0's quantile: 9.24409
[65] valid_0's poisson: -71.018 valid_0's quantile: 9.2133
[66] valid_0's poisson: -71.1401 valid_0's quantile: 9.18191
[67] valid_0's poisson: -71.2615 valid_0's quantile: 9.15069
[68] valid_0's poisson: -71.3825 valid_0's quantile: 9.12
[69] valid_0's poisson: -71.5028 valid_0's quantile: 9.08952
[70] valid_0's poisson: -71.6222 valid_0's quantile: 9.05901
[71] valid_0's poisson: -71.7361 valid_0's quantile: 9.03051
[72] valid_0's poisson: -71.8543 valid_0's quantile: 9.00032
[73] valid_0's poisson: -71.9718 valid_0's quantile: 8.97058
[74] valid_0's poisson: -72.0838 valid_0's quantile: 8.94255
[75] valid_0's poisson: -72.1952 valid_0's quantile: 8.91464
[76] valid_0's poisson: -72.306 valid_0's quantile: 8.88684
[77] valid_0's poisson: -72.4157 valid_0's quantile: 8.85918
[78] valid_0's poisson: -72.5304 valid_0's quantile: 8.83014
[79] valid_0's poisson: -72.6445 valid_0's quantile: 8.80129
[80] valid_0's poisson: -72.7578 valid_0's quantile: 8.77266
[81] valid_0's poisson: -72.8705 valid_0's quantile: 8.74413
[82] valid_0's poisson: -72.9828 valid_0's quantile: 8.71579
[83] valid_0's poisson: -73.092 valid_0's quantile: 8.68888
[84] valid_0's poisson: -73.2005 valid_0's quantile: 8.66222
[85] valid_0's poisson: -73.3084 valid_0's quantile: 8.63572
[86] valid_0's poisson: -73.4158 valid_0's quantile: 8.60935
[87] valid_0's poisson: -73.5225 valid_0's quantile: 8.58357
[88] valid_0's poisson: -73.6312 valid_0's quantile: 8.55591
[89] valid_0's poisson: -73.7369 valid_0's quantile: 8.53074
[90] valid_0's poisson: -73.8478 valid_0's quantile: 8.50386
[91] valid_0's poisson: -73.9525 valid_0's quantile: 8.47892
[92] valid_0's poisson: -74.0566 valid_0's quantile: 8.4541
[93] valid_0's poisson: -74.1603 valid_0's quantile: 8.42941
[94] valid_0's poisson: -74.2664 valid_0's quantile: 8.40297
[95] valid_0's poisson: -74.372 valid_0's quantile: 8.37671
[96] valid_0's poisson: -74.474 valid_0's quantile: 8.35243
[97] valid_0's poisson: -74.5751 valid_0's quantile: 8.32849
[98] valid_0's poisson: -74.6771 valid_0's quantile: 8.30453
[99] valid_0's poisson: -74.783 valid_0's quantile: 8.27913
[100] valid_0's poisson: -74.8884 valid_0's quantile: 8.25385
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.9554 valid_0's quantile: 11.6417
[2] valid_0's poisson: -63.1157 valid_0's quantile: 11.5946
[3] valid_0's poisson: -63.2748 valid_0's quantile: 11.5477
[4] valid_0's poisson: -63.4328 valid_0's quantile: 11.5012
[5] valid_0's poisson: -63.591 valid_0's quantile: 11.455
[6] valid_0's poisson: -63.7468 valid_0's quantile: 11.4091
[7] valid_0's poisson: -63.9052 valid_0's quantile: 11.3636
[8] valid_0's poisson: -64.0628 valid_0's quantile: 11.3181
[9] valid_0's poisson: -64.2193 valid_0's quantile: 11.2729
[10] valid_0's poisson: -64.3738 valid_0's quantile: 11.2279
[11] valid_0's poisson: -64.5276 valid_0's quantile: 11.1824
[12] valid_0's poisson: -64.6803 valid_0's quantile: 11.1373
[13] valid_0's poisson: -64.832 valid_0's quantile: 11.0924
[14] valid_0's poisson: -64.9821 valid_0's quantile: 11.0489
[15] valid_0's poisson: -65.1314 valid_0's quantile: 11.0056
[16] valid_0's poisson: -65.2796 valid_0's quantile: 10.9626
[17] valid_0's poisson: -65.4269 valid_0's quantile: 10.9198
[18] valid_0's poisson: -65.5732 valid_0's quantile: 10.8773
[19] valid_0's poisson: -65.7185 valid_0's quantile: 10.835
[20] valid_0's poisson: -65.8629 valid_0's quantile: 10.7929
[21] valid_0's poisson: -66.0063 valid_0's quantile: 10.751
[22] valid_0's poisson: -66.1487 valid_0's quantile: 10.7094
[23] valid_0's poisson: -66.2902 valid_0's quantile: 10.6687
[24] valid_0's poisson: -66.432 valid_0's quantile: 10.6284
[25] valid_0's poisson: -66.5727 valid_0's quantile: 10.5884
[26] valid_0's poisson: -66.7125 valid_0's quantile: 10.5485
[27] valid_0's poisson: -66.8518 valid_0's quantile: 10.5092
[28] valid_0's poisson: -66.9894 valid_0's quantile: 10.4702
[29] valid_0's poisson: -67.1247 valid_0's quantile: 10.432
[30] valid_0's poisson: -67.2591 valid_0's quantile: 10.3942
[31] valid_0's poisson: -67.3929 valid_0's quantile: 10.3569
[32] valid_0's poisson: -67.5257 valid_0's quantile: 10.3201
[33] valid_0's poisson: -67.6576 valid_0's quantile: 10.2836
[34] valid_0's poisson: -67.7899 valid_0's quantile: 10.2459
[35] valid_0's poisson: -67.9207 valid_0's quantile: 10.2085
[36] valid_0's poisson: -68.0517 valid_0's quantile: 10.172
[37] valid_0's poisson: -68.1833 valid_0's quantile: 10.1352
[38] valid_0's poisson: -68.3123 valid_0's quantile: 10.099
[39] valid_0's poisson: -68.4405 valid_0's quantile: 10.0631
[40] valid_0's poisson: -68.5702 valid_0's quantile: 10.0273
[41] valid_0's poisson: -68.698 valid_0's quantile: 9.99202
[42] valid_0's poisson: -68.8252 valid_0's quantile: 9.95668
[43] valid_0's poisson: -68.9516 valid_0's quantile: 9.92148
[44] valid_0's poisson: -69.0783 valid_0's quantile: 9.88632
[45] valid_0's poisson: -69.2048 valid_0's quantile: 9.85129
[46] valid_0's poisson: -69.3305 valid_0's quantile: 9.81658
[47] valid_0's poisson: -69.456 valid_0's quantile: 9.78203
[48] valid_0's poisson: -69.5807 valid_0's quantile: 9.74779
[49] valid_0's poisson: -69.7041 valid_0's quantile: 9.71385
[50] valid_0's poisson: -69.8267 valid_0's quantile: 9.67947
[51] valid_0's poisson: -69.9486 valid_0's quantile: 9.64534
[52] valid_0's poisson: -70.0699 valid_0's quantile: 9.61174
[53] valid_0's poisson: -70.1909 valid_0's quantile: 9.57816
[54] valid_0's poisson: -70.3108 valid_0's quantile: 9.5446
[55] valid_0's poisson: -70.4293 valid_0's quantile: 9.51124
[56] valid_0's poisson: -70.5477 valid_0's quantile: 9.47807
[57] valid_0's poisson: -70.6653 valid_0's quantile: 9.44547
[58] valid_0's poisson: -70.7828 valid_0's quantile: 9.41262
[59] valid_0's poisson: -70.9001 valid_0's quantile: 9.3799
[60] valid_0's poisson: -71.0165 valid_0's quantile: 9.34786
[61] valid_0's poisson: -71.1316 valid_0's quantile: 9.31614
[62] valid_0's poisson: -71.2453 valid_0's quantile: 9.2848
[63] valid_0's poisson: -71.3596 valid_0's quantile: 9.25358
[64] valid_0's poisson: -71.4731 valid_0's quantile: 9.22269
[65] valid_0's poisson: -71.5866 valid_0's quantile: 9.19202
[66] valid_0's poisson: -71.6959 valid_0's quantile: 9.16197
[67] valid_0's poisson: -71.809 valid_0's quantile: 9.13157
[68] valid_0's poisson: -71.924 valid_0's quantile: 9.10077
[69] valid_0's poisson: -72.0381 valid_0's quantile: 9.0705
[70] valid_0's poisson: -72.145 valid_0's quantile: 9.04152
[71] valid_0's poisson: -72.2574 valid_0's quantile: 9.0114
[72] valid_0's poisson: -72.3693 valid_0's quantile: 8.98144
[73] valid_0's poisson: -72.4816 valid_0's quantile: 8.95151
[74] valid_0's poisson: -72.5932 valid_0's quantile: 8.92169
[75] valid_0's poisson: -72.6971 valid_0's quantile: 8.8934
[76] valid_0's poisson: -72.8009 valid_0's quantile: 8.86498
[77] valid_0's poisson: -72.9041 valid_0's quantile: 8.83681
[78] valid_0's poisson: -73.0162 valid_0's quantile: 8.80823
[79] valid_0's poisson: -73.1181 valid_0's quantile: 8.78082
[80] valid_0's poisson: -73.2293 valid_0's quantile: 8.75193
[81] valid_0's poisson: -73.34 valid_0's quantile: 8.72319
[82] valid_0's poisson: -73.4498 valid_0's quantile: 8.69532
[83] valid_0's poisson: -73.56 valid_0's quantile: 8.66766
[84] valid_0's poisson: -73.6696 valid_0's quantile: 8.64011
[85] valid_0's poisson: -73.7786 valid_0's quantile: 8.6128
[86] valid_0's poisson: -73.8866 valid_0's quantile: 8.58533
[87] valid_0's poisson: -73.995 valid_0's quantile: 8.55773
[88] valid_0's poisson: -74.1021 valid_0's quantile: 8.53085
[89] valid_0's poisson: -74.2098 valid_0's quantile: 8.50415
[90] valid_0's poisson: -74.3178 valid_0's quantile: 8.47726
[91] valid_0's poisson: -74.4244 valid_0's quantile: 8.45064
[92] valid_0's poisson: -74.5303 valid_0's quantile: 8.42431
[93] valid_0's poisson: -74.6357 valid_0's quantile: 8.39818
[94] valid_0's poisson: -74.7406 valid_0's quantile: 8.37203
[95] valid_0's poisson: -74.8445 valid_0's quantile: 8.3466
[96] valid_0's poisson: -74.949 valid_0's quantile: 8.32115
[97] valid_0's poisson: -75.0529 valid_0's quantile: 8.29608
[98] valid_0's poisson: -75.1558 valid_0's quantile: 8.27095
[99] valid_0's poisson: -75.2587 valid_0's quantile: 8.24541
[100] valid_0's poisson: -75.3613 valid_0's quantile: 8.22007
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -63.5835 valid_0's quantile: 11.6341
[2] valid_0's poisson: -63.7427 valid_0's quantile: 11.5866
[3] valid_0's poisson: -63.9014 valid_0's quantile: 11.5401
[4] valid_0's poisson: -64.059 valid_0's quantile: 11.4938
[5] valid_0's poisson: -64.2169 valid_0's quantile: 11.4474
[6] valid_0's poisson: -64.3723 valid_0's quantile: 11.4018
[7] valid_0's poisson: -64.5265 valid_0's quantile: 11.3565
[8] valid_0's poisson: -64.6811 valid_0's quantile: 11.3111
[9] valid_0's poisson: -64.8329 valid_0's quantile: 11.2667
[10] valid_0's poisson: -64.9838 valid_0's quantile: 11.2228
[11] valid_0's poisson: -65.134 valid_0's quantile: 11.1781
[12] valid_0's poisson: -65.2845 valid_0's quantile: 11.1336
[13] valid_0's poisson: -65.4343 valid_0's quantile: 11.0885
[14] valid_0's poisson: -65.5835 valid_0's quantile: 11.0436
[15] valid_0's poisson: -65.7311 valid_0's quantile: 10.9991
[16] valid_0's poisson: -65.8774 valid_0's quantile: 10.9557
[17] valid_0's poisson: -66.0228 valid_0's quantile: 10.9123
[18] valid_0's poisson: -66.1671 valid_0's quantile: 10.8693
[19] valid_0's poisson: -66.3087 valid_0's quantile: 10.8267
[20] valid_0's poisson: -66.4493 valid_0's quantile: 10.7843
[21] valid_0's poisson: -66.5887 valid_0's quantile: 10.743
[22] valid_0's poisson: -66.7271 valid_0's quantile: 10.702
[23] valid_0's poisson: -66.8643 valid_0's quantile: 10.6612
[24] valid_0's poisson: -67.0011 valid_0's quantile: 10.6204
[25] valid_0's poisson: -67.1383 valid_0's quantile: 10.5801
[26] valid_0's poisson: -67.2733 valid_0's quantile: 10.5404
[27] valid_0's poisson: -67.4088 valid_0's quantile: 10.5007
[28] valid_0's poisson: -67.542 valid_0's quantile: 10.4614
[29] valid_0's poisson: -67.6748 valid_0's quantile: 10.423
[30] valid_0's poisson: -67.8063 valid_0's quantile: 10.3845
[31] valid_0's poisson: -67.9374 valid_0's quantile: 10.3468
[32] valid_0's poisson: -68.0676 valid_0's quantile: 10.3094
[33] valid_0's poisson: -68.1971 valid_0's quantile: 10.2708
[34] valid_0's poisson: -68.326 valid_0's quantile: 10.2335
[35] valid_0's poisson: -68.4544 valid_0's quantile: 10.1963
[36] valid_0's poisson: -68.5838 valid_0's quantile: 10.1587
[37] valid_0's poisson: -68.7101 valid_0's quantile: 10.1214
[38] valid_0's poisson: -68.8375 valid_0's quantile: 10.0844
[39] valid_0's poisson: -68.9648 valid_0's quantile: 10.0476
[40] valid_0's poisson: -69.0913 valid_0's quantile: 10.0114
[41] valid_0's poisson: -69.217 valid_0's quantile: 9.97544
[42] valid_0's poisson: -69.3424 valid_0's quantile: 9.94072
[43] valid_0's poisson: -69.4666 valid_0's quantile: 9.9053
[44] valid_0's poisson: -69.5909 valid_0's quantile: 9.87082
[45] valid_0's poisson: -69.7144 valid_0's quantile: 9.83628
[46] valid_0's poisson: -69.8371 valid_0's quantile: 9.80188
[47] valid_0's poisson: -69.959 valid_0's quantile: 9.76767
[48] valid_0's poisson: -70.0801 valid_0's quantile: 9.73377
[49] valid_0's poisson: -70.1985 valid_0's quantile: 9.70044
[50] valid_0's poisson: -70.3167 valid_0's quantile: 9.66717
[51] valid_0's poisson: -70.4342 valid_0's quantile: 9.63415
[52] valid_0's poisson: -70.5511 valid_0's quantile: 9.60096
[53] valid_0's poisson: -70.6673 valid_0's quantile: 9.5679
[54] valid_0's poisson: -70.783 valid_0's quantile: 9.5349
[55] valid_0's poisson: -70.8976 valid_0's quantile: 9.50285
[56] valid_0's poisson: -71.012 valid_0's quantile: 9.47044
[57] valid_0's poisson: -71.1257 valid_0's quantile: 9.43852
[58] valid_0's poisson: -71.2407 valid_0's quantile: 9.40664
[59] valid_0's poisson: -71.355 valid_0's quantile: 9.37495
[60] valid_0's poisson: -71.4676 valid_0's quantile: 9.34363
[61] valid_0's poisson: -71.5845 valid_0's quantile: 9.31192
[62] valid_0's poisson: -71.7006 valid_0's quantile: 9.28049
[63] valid_0's poisson: -71.8204 valid_0's quantile: 9.24891
[64] valid_0's poisson: -71.9406 valid_0's quantile: 9.21738
[65] valid_0's poisson: -72.0591 valid_0's quantile: 9.18624
[66] valid_0's poisson: -72.177 valid_0's quantile: 9.15522
[67] valid_0's poisson: -72.2935 valid_0's quantile: 9.12462
[68] valid_0's poisson: -72.4096 valid_0's quantile: 9.09461
[69] valid_0's poisson: -72.5248 valid_0's quantile: 9.06455
[70] valid_0's poisson: -72.6401 valid_0's quantile: 9.03437
[71] valid_0's poisson: -72.7539 valid_0's quantile: 9.00451
[72] valid_0's poisson: -72.8679 valid_0's quantile: 8.97459
[73] valid_0's poisson: -72.9806 valid_0's quantile: 8.94502
[74] valid_0's poisson: -73.0934 valid_0's quantile: 8.91563
[75] valid_0's poisson: -73.2045 valid_0's quantile: 8.88694
[76] valid_0's poisson: -73.315 valid_0's quantile: 8.85837
[77] valid_0's poisson: -73.4275 valid_0's quantile: 8.82915
[78] valid_0's poisson: -73.5388 valid_0's quantile: 8.80022
[79] valid_0's poisson: -73.6498 valid_0's quantile: 8.77171
[80] valid_0's poisson: -73.7599 valid_0's quantile: 8.74346
[81] valid_0's poisson: -73.8701 valid_0's quantile: 8.7152
[82] valid_0's poisson: -73.9791 valid_0's quantile: 8.68733
[83] valid_0's poisson: -74.0877 valid_0's quantile: 8.65953
[84] valid_0's poisson: -74.1951 valid_0's quantile: 8.63213
[85] valid_0's poisson: -74.3024 valid_0's quantile: 8.6047
[86] valid_0's poisson: -74.4097 valid_0's quantile: 8.57734
[87] valid_0's poisson: -74.5158 valid_0's quantile: 8.55042
[88] valid_0's poisson: -74.6221 valid_0's quantile: 8.52358
[89] valid_0's poisson: -74.7276 valid_0's quantile: 8.49726
[90] valid_0's poisson: -74.8318 valid_0's quantile: 8.47136
[91] valid_0's poisson: -74.9351 valid_0's quantile: 8.44542
[92] valid_0's poisson: -75.0391 valid_0's quantile: 8.41984
[93] valid_0's poisson: -75.141 valid_0's quantile: 8.3943
[94] valid_0's poisson: -75.2427 valid_0's quantile: 8.36909
[95] valid_0's poisson: -75.3442 valid_0's quantile: 8.34408
[96] valid_0's poisson: -75.4451 valid_0's quantile: 8.31907
[97] valid_0's poisson: -75.5449 valid_0's quantile: 8.29432
[98] valid_0's poisson: -75.6456 valid_0's quantile: 8.26913
[99] valid_0's poisson: -75.7459 valid_0's quantile: 8.24387
[100] valid_0's poisson: -75.8433 valid_0's quantile: 8.21943
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.3215 valid_0's quantile: 11.6515
[2] valid_0's poisson: -62.4845 valid_0's quantile: 11.6053
[3] valid_0's poisson: -62.6451 valid_0's quantile: 11.5601
[4] valid_0's poisson: -62.8059 valid_0's quantile: 11.5146
[5] valid_0's poisson: -62.9642 valid_0's quantile: 11.4699
[6] valid_0's poisson: -63.1215 valid_0's quantile: 11.4253
[7] valid_0's poisson: -63.2777 valid_0's quantile: 11.381
[8] valid_0's poisson: -63.4355 valid_0's quantile: 11.3364
[9] valid_0's poisson: -63.5915 valid_0's quantile: 11.2913
[10] valid_0's poisson: -63.7463 valid_0's quantile: 11.2465
[11] valid_0's poisson: -63.9015 valid_0's quantile: 11.2017
[12] valid_0's poisson: -64.0538 valid_0's quantile: 11.1585
[13] valid_0's poisson: -64.2046 valid_0's quantile: 11.1158
[14] valid_0's poisson: -64.3552 valid_0's quantile: 11.0732
[15] valid_0's poisson: -64.5038 valid_0's quantile: 11.0311
[16] valid_0's poisson: -64.6515 valid_0's quantile: 10.9892
[17] valid_0's poisson: -64.7983 valid_0's quantile: 10.9475
[18] valid_0's poisson: -64.9451 valid_0's quantile: 10.9059
[19] valid_0's poisson: -65.09 valid_0's quantile: 10.8647
[20] valid_0's poisson: -65.2339 valid_0's quantile: 10.8238
[21] valid_0's poisson: -65.377 valid_0's quantile: 10.7831
[22] valid_0's poisson: -65.52 valid_0's quantile: 10.7424
[23] valid_0's poisson: -65.6621 valid_0's quantile: 10.7023
[24] valid_0's poisson: -65.8034 valid_0's quantile: 10.6625
[25] valid_0's poisson: -65.9435 valid_0's quantile: 10.6226
[26] valid_0's poisson: -66.0826 valid_0's quantile: 10.5834
[27] valid_0's poisson: -66.221 valid_0's quantile: 10.5446
[28] valid_0's poisson: -66.3585 valid_0's quantile: 10.5059
[29] valid_0's poisson: -66.4953 valid_0's quantile: 10.468
[30] valid_0's poisson: -66.6314 valid_0's quantile: 10.43
[31] valid_0's poisson: -66.7663 valid_0's quantile: 10.3926
[32] valid_0's poisson: -66.9008 valid_0's quantile: 10.3555
[33] valid_0's poisson: -67.0344 valid_0's quantile: 10.3186
[34] valid_0's poisson: -67.1672 valid_0's quantile: 10.2818
[35] valid_0's poisson: -67.2988 valid_0's quantile: 10.2452
[36] valid_0's poisson: -67.43 valid_0's quantile: 10.2091
[37] valid_0's poisson: -67.5608 valid_0's quantile: 10.1732
[38] valid_0's poisson: -67.6907 valid_0's quantile: 10.137
[39] valid_0's poisson: -67.8194 valid_0's quantile: 10.1012
[40] valid_0's poisson: -67.9475 valid_0's quantile: 10.0665
[41] valid_0's poisson: -68.074 valid_0's quantile: 10.0328
[42] valid_0's poisson: -68.2003 valid_0's quantile: 9.99835
[43] valid_0's poisson: -68.3264 valid_0's quantile: 9.96349
[44] valid_0's poisson: -68.4518 valid_0's quantile: 9.92883
[45] valid_0's poisson: -68.5763 valid_0's quantile: 9.89472
[46] valid_0's poisson: -68.6995 valid_0's quantile: 9.86124
[47] valid_0's poisson: -68.8222 valid_0's quantile: 9.82839
[48] valid_0's poisson: -68.944 valid_0's quantile: 9.79591
[49] valid_0's poisson: -69.0658 valid_0's quantile: 9.76353
[50] valid_0's poisson: -69.1876 valid_0's quantile: 9.73071
[51] valid_0's poisson: -69.3082 valid_0's quantile: 9.6975
[52] valid_0's poisson: -69.4282 valid_0's quantile: 9.66495
[53] valid_0's poisson: -69.548 valid_0's quantile: 9.6326
[54] valid_0's poisson: -69.6661 valid_0's quantile: 9.60041
[55] valid_0's poisson: -69.7841 valid_0's quantile: 9.5678
[56] valid_0's poisson: -69.9008 valid_0's quantile: 9.53673
[57] valid_0's poisson: -70.0164 valid_0's quantile: 9.50564
[58] valid_0's poisson: -70.1331 valid_0's quantile: 9.47404
[59] valid_0's poisson: -70.2485 valid_0's quantile: 9.44274
[60] valid_0's poisson: -70.3633 valid_0's quantile: 9.41152
[61] valid_0's poisson: -70.4782 valid_0's quantile: 9.38064
[62] valid_0's poisson: -70.5925 valid_0's quantile: 9.35
[63] valid_0's poisson: -70.7061 valid_0's quantile: 9.31954
[64] valid_0's poisson: -70.8162 valid_0's quantile: 9.28958
[65] valid_0's poisson: -70.9281 valid_0's quantile: 9.2597
[66] valid_0's poisson: -71.0394 valid_0's quantile: 9.2301
[67] valid_0's poisson: -71.1479 valid_0's quantile: 9.20091
[68] valid_0's poisson: -71.2582 valid_0's quantile: 9.17173
[69] valid_0's poisson: -71.3683 valid_0's quantile: 9.1424
[70] valid_0's poisson: -71.4792 valid_0's quantile: 9.11306
[71] valid_0's poisson: -71.5966 valid_0's quantile: 9.08322
[72] valid_0's poisson: -71.7047 valid_0's quantile: 9.05435
[73] valid_0's poisson: -71.8178 valid_0's quantile: 9.02502
[74] valid_0's poisson: -71.9311 valid_0's quantile: 8.99574
[75] valid_0's poisson: -72.044 valid_0's quantile: 8.9673
[76] valid_0's poisson: -72.1554 valid_0's quantile: 8.93924
[77] valid_0's poisson: -72.2682 valid_0's quantile: 8.91127
[78] valid_0's poisson: -72.3803 valid_0's quantile: 8.88347
[79] valid_0's poisson: -72.4934 valid_0's quantile: 8.85551
[80] valid_0's poisson: -72.6049 valid_0's quantile: 8.82731
[81] valid_0's poisson: -72.7169 valid_0's quantile: 8.7992
[82] valid_0's poisson: -72.8261 valid_0's quantile: 8.77202
[83] valid_0's poisson: -72.9347 valid_0's quantile: 8.74496
[84] valid_0's poisson: -73.0439 valid_0's quantile: 8.71763
[85] valid_0's poisson: -73.1537 valid_0's quantile: 8.6903
[86] valid_0's poisson: -73.2623 valid_0's quantile: 8.6631
[87] valid_0's poisson: -73.3717 valid_0's quantile: 8.63607
[88] valid_0's poisson: -73.4784 valid_0's quantile: 8.60986
[89] valid_0's poisson: -73.5846 valid_0's quantile: 8.58387
[90] valid_0's poisson: -73.6903 valid_0's quantile: 8.55801
[91] valid_0's poisson: -73.7959 valid_0's quantile: 8.53167
[92] valid_0's poisson: -73.9009 valid_0's quantile: 8.50558
[93] valid_0's poisson: -74.0054 valid_0's quantile: 8.47959
[94] valid_0's poisson: -74.1098 valid_0's quantile: 8.45361
[95] valid_0's poisson: -74.2152 valid_0's quantile: 8.42751
[96] valid_0's poisson: -74.3201 valid_0's quantile: 8.40155
[97] valid_0's poisson: -74.4249 valid_0's quantile: 8.37587
[98] valid_0's poisson: -74.526 valid_0's quantile: 8.3507
[99] valid_0's poisson: -74.6257 valid_0's quantile: 8.32585
[100] valid_0's poisson: -74.7269 valid_0's quantile: 8.30159
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.7414 valid_0's quantile: 10.9446
[2] valid_0's poisson: -67.0683 valid_0's quantile: 10.2771
[3] valid_0's poisson: -69.1801 valid_0's quantile: 9.70048
[4] valid_0's poisson: -71.1033 valid_0's quantile: 9.18393
[5] valid_0's poisson: -72.9336 valid_0's quantile: 8.69267
[6] valid_0's poisson: -74.7972 valid_0's quantile: 8.24264
[7] valid_0's poisson: -76.5298 valid_0's quantile: 7.8134
[8] valid_0's poisson: -78.0419 valid_0's quantile: 7.45261
[9] valid_0's poisson: -79.5028 valid_0's quantile: 7.11044
[10] valid_0's poisson: -80.932 valid_0's quantile: 6.7854
[11] valid_0's poisson: -82.2373 valid_0's quantile: 6.49879
[12] valid_0's poisson: -83.4532 valid_0's quantile: 6.24714
[13] valid_0's poisson: -84.5965 valid_0's quantile: 6.01169
[14] valid_0's poisson: -85.6802 valid_0's quantile: 5.79804
[15] valid_0's poisson: -86.6839 valid_0's quantile: 5.59723
[16] valid_0's poisson: -87.7013 valid_0's quantile: 5.41283
[17] valid_0's poisson: -88.6439 valid_0's quantile: 5.24228
[18] valid_0's poisson: -89.5291 valid_0's quantile: 5.07756
[19] valid_0's poisson: -90.379 valid_0's quantile: 4.93536
[20] valid_0's poisson: -91.1607 valid_0's quantile: 4.80174
[21] valid_0's poisson: -91.9193 valid_0's quantile: 4.68019
[22] valid_0's poisson: -92.6177 valid_0's quantile: 4.56612
[23] valid_0's poisson: -93.2822 valid_0's quantile: 4.46128
[24] valid_0's poisson: -93.8813 valid_0's quantile: 4.35845
[25] valid_0's poisson: -94.4692 valid_0's quantile: 4.2586
[26] valid_0's poisson: -95.0171 valid_0's quantile: 4.17076
[27] valid_0's poisson: -95.5468 valid_0's quantile: 4.08385
[28] valid_0's poisson: -96.0686 valid_0's quantile: 4.00474
[29] valid_0's poisson: -96.5599 valid_0's quantile: 3.93221
[30] valid_0's poisson: -97.0073 valid_0's quantile: 3.86857
[31] valid_0's poisson: -97.4495 valid_0's quantile: 3.80346
[32] valid_0's poisson: -97.8804 valid_0's quantile: 3.74239
[33] valid_0's poisson: -98.2863 valid_0's quantile: 3.68129
[34] valid_0's poisson: -98.6889 valid_0's quantile: 3.62701
[35] valid_0's poisson: -99.0643 valid_0's quantile: 3.57558
[36] valid_0's poisson: -99.4065 valid_0's quantile: 3.53006
[37] valid_0's poisson: -99.7513 valid_0's quantile: 3.47988
[38] valid_0's poisson: -100.068 valid_0's quantile: 3.4361
[39] valid_0's poisson: -100.362 valid_0's quantile: 3.39692
[40] valid_0's poisson: -100.631 valid_0's quantile: 3.36071
[41] valid_0's poisson: -100.894 valid_0's quantile: 3.32423
[42] valid_0's poisson: -101.134 valid_0's quantile: 3.29136
[43] valid_0's poisson: -101.355 valid_0's quantile: 3.26104
[44] valid_0's poisson: -101.562 valid_0's quantile: 3.23197
[45] valid_0's poisson: -101.76 valid_0's quantile: 3.2047
[46] valid_0's poisson: -101.96 valid_0's quantile: 3.17764
[47] valid_0's poisson: -102.142 valid_0's quantile: 3.15481
[48] valid_0's poisson: -102.314 valid_0's quantile: 3.13097
[49] valid_0's poisson: -102.468 valid_0's quantile: 3.10778
[50] valid_0's poisson: -102.629 valid_0's quantile: 3.08508
[51] valid_0's poisson: -102.77 valid_0's quantile: 3.06751
[52] valid_0's poisson: -102.919 valid_0's quantile: 3.04772
[53] valid_0's poisson: -103.06 valid_0's quantile: 3.02824
[54] valid_0's poisson: -103.194 valid_0's quantile: 3.0129
[55] valid_0's poisson: -103.324 valid_0's quantile: 2.99667
[56] valid_0's poisson: -103.444 valid_0's quantile: 2.98098
[57] valid_0's poisson: -103.569 valid_0's quantile: 2.96655
[58] valid_0's poisson: -103.685 valid_0's quantile: 2.95299
[59] valid_0's poisson: -103.784 valid_0's quantile: 2.94098
[60] valid_0's poisson: -103.884 valid_0's quantile: 2.9291
[61] valid_0's poisson: -103.974 valid_0's quantile: 2.91695
[62] valid_0's poisson: -104.065 valid_0's quantile: 2.90554
[63] valid_0's poisson: -104.142 valid_0's quantile: 2.89441
[64] valid_0's poisson: -104.221 valid_0's quantile: 2.8855
[65] valid_0's poisson: -104.301 valid_0's quantile: 2.87632
[66] valid_0's poisson: -104.374 valid_0's quantile: 2.86563
[67] valid_0's poisson: -104.44 valid_0's quantile: 2.85797
[68] valid_0's poisson: -104.503 valid_0's quantile: 2.8509
[69] valid_0's poisson: -104.565 valid_0's quantile: 2.84488
[70] valid_0's poisson: -104.612 valid_0's quantile: 2.83562
[71] valid_0's poisson: -104.668 valid_0's quantile: 2.82915
[72] valid_0's poisson: -104.719 valid_0's quantile: 2.82082
[73] valid_0's poisson: -104.771 valid_0's quantile: 2.81456
[74] valid_0's poisson: -104.818 valid_0's quantile: 2.80791
[75] valid_0's poisson: -104.864 valid_0's quantile: 2.80239
[76] valid_0's poisson: -104.901 valid_0's quantile: 2.78967
[77] valid_0's poisson: -104.937 valid_0's quantile: 2.78561
[78] valid_0's poisson: -104.972 valid_0's quantile: 2.78268
[79] valid_0's poisson: -105.005 valid_0's quantile: 2.77993
[80] valid_0's poisson: -105.042 valid_0's quantile: 2.77651
[81] valid_0's poisson: -105.077 valid_0's quantile: 2.77267
[82] valid_0's poisson: -105.112 valid_0's quantile: 2.76755
[83] valid_0's poisson: -105.138 valid_0's quantile: 2.76457
[84] valid_0's poisson: -105.168 valid_0's quantile: 2.76135
[85] valid_0's poisson: -105.198 valid_0's quantile: 2.75875
[86] valid_0's poisson: -105.219 valid_0's quantile: 2.75672
[87] valid_0's poisson: -105.244 valid_0's quantile: 2.75417
[88] valid_0's poisson: -105.262 valid_0's quantile: 2.75321
[89] valid_0's poisson: -105.281 valid_0's quantile: 2.75239
[90] valid_0's poisson: -105.303 valid_0's quantile: 2.75162
[91] valid_0's poisson: -105.315 valid_0's quantile: 2.75015
[92] valid_0's poisson: -105.343 valid_0's quantile: 2.74814
[93] valid_0's poisson: -105.361 valid_0's quantile: 2.74605
[94] valid_0's poisson: -105.375 valid_0's quantile: 2.74459
[95] valid_0's poisson: -105.39 valid_0's quantile: 2.74349
[96] valid_0's poisson: -105.405 valid_0's quantile: 2.74192
[97] valid_0's poisson: -105.421 valid_0's quantile: 2.74021
[98] valid_0's poisson: -105.432 valid_0's quantile: 2.73838
[99] valid_0's poisson: -105.443 valid_0's quantile: 2.73748
[100] valid_0's poisson: -105.458 valid_0's quantile: 2.73648
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.7635 valid_0's quantile: 10.9433
[2] valid_0's poisson: -67.1218 valid_0's quantile: 10.2767
[3] valid_0's poisson: -69.1963 valid_0's quantile: 9.71095
[4] valid_0's poisson: -71.1902 valid_0's quantile: 9.17195
[5] valid_0's poisson: -73.0633 valid_0's quantile: 8.66863
[6] valid_0's poisson: -74.672 valid_0's quantile: 8.23266
[7] valid_0's poisson: -76.4044 valid_0's quantile: 7.82591
[8] valid_0's poisson: -78.0253 valid_0's quantile: 7.45204
[9] valid_0's poisson: -79.4994 valid_0's quantile: 7.10546
[10] valid_0's poisson: -80.8913 valid_0's quantile: 6.78296
[11] valid_0's poisson: -82.1833 valid_0's quantile: 6.49298
[12] valid_0's poisson: -83.3455 valid_0's quantile: 6.2473
[13] valid_0's poisson: -84.5209 valid_0's quantile: 6.00479
[14] valid_0's poisson: -85.6388 valid_0's quantile: 5.78543
[15] valid_0's poisson: -86.679 valid_0's quantile: 5.58701
[16] valid_0's poisson: -87.6421 valid_0's quantile: 5.40643
[17] valid_0's poisson: -88.6179 valid_0's quantile: 5.23435
[18] valid_0's poisson: -89.5258 valid_0's quantile: 5.08079
[19] valid_0's poisson: -90.3912 valid_0's quantile: 4.93799
[20] valid_0's poisson: -91.186 valid_0's quantile: 4.80214
[21] valid_0's poisson: -91.9241 valid_0's quantile: 4.67703
[22] valid_0's poisson: -92.6251 valid_0's quantile: 4.55912
[23] valid_0's poisson: -93.2739 valid_0's quantile: 4.45295
[24] valid_0's poisson: -93.9012 valid_0's quantile: 4.35426
[25] valid_0's poisson: -94.5082 valid_0's quantile: 4.25715
[26] valid_0's poisson: -95.0916 valid_0's quantile: 4.17104
[27] valid_0's poisson: -95.6415 valid_0's quantile: 4.09124
[28] valid_0's poisson: -96.1454 valid_0's quantile: 4.01409
[29] valid_0's poisson: -96.6387 valid_0's quantile: 3.94531
[30] valid_0's poisson: -97.081 valid_0's quantile: 3.87539
[31] valid_0's poisson: -97.5282 valid_0's quantile: 3.81245
[32] valid_0's poisson: -97.94 valid_0's quantile: 3.75263
[33] valid_0's poisson: -98.3274 valid_0's quantile: 3.69749
[34] valid_0's poisson: -98.7295 valid_0's quantile: 3.64034
[35] valid_0's poisson: -99.0867 valid_0's quantile: 3.59044
[36] valid_0's poisson: -99.4315 valid_0's quantile: 3.53777
[37] valid_0's poisson: -99.7556 valid_0's quantile: 3.4944
[38] valid_0's poisson: -100.063 valid_0's quantile: 3.45172
[39] valid_0's poisson: -100.374 valid_0's quantile: 3.40351
[40] valid_0's poisson: -100.661 valid_0's quantile: 3.36483
[41] valid_0's poisson: -100.932 valid_0's quantile: 3.32737
[42] valid_0's poisson: -101.166 valid_0's quantile: 3.29893
[43] valid_0's poisson: -101.387 valid_0's quantile: 3.27131
[44] valid_0's poisson: -101.604 valid_0's quantile: 3.23952
[45] valid_0's poisson: -101.817 valid_0's quantile: 3.21219
[46] valid_0's poisson: -102.016 valid_0's quantile: 3.18713
[47] valid_0's poisson: -102.21 valid_0's quantile: 3.16126
[48] valid_0's poisson: -102.397 valid_0's quantile: 3.13553
[49] valid_0's poisson: -102.566 valid_0's quantile: 3.11431
[50] valid_0's poisson: -102.714 valid_0's quantile: 3.09611
[51] valid_0's poisson: -102.873 valid_0's quantile: 3.07159
[52] valid_0's poisson: -103.016 valid_0's quantile: 3.0545
[53] valid_0's poisson: -103.146 valid_0's quantile: 3.03664
[54] valid_0's poisson: -103.279 valid_0's quantile: 3.02026
[55] valid_0's poisson: -103.395 valid_0's quantile: 3.0073
[56] valid_0's poisson: -103.516 valid_0's quantile: 2.99211
[57] valid_0's poisson: -103.627 valid_0's quantile: 2.97938
[58] valid_0's poisson: -103.729 valid_0's quantile: 2.96551
[59] valid_0's poisson: -103.833 valid_0's quantile: 2.94904
[60] valid_0's poisson: -103.928 valid_0's quantile: 2.93616
[61] valid_0's poisson: -104.013 valid_0's quantile: 2.9226
[62] valid_0's poisson: -104.097 valid_0's quantile: 2.91343
[63] valid_0's poisson: -104.18 valid_0's quantile: 2.90469
[64] valid_0's poisson: -104.255 valid_0's quantile: 2.89707
[65] valid_0's poisson: -104.332 valid_0's quantile: 2.88785
[66] valid_0's poisson: -104.398 valid_0's quantile: 2.87976
[67] valid_0's poisson: -104.464 valid_0's quantile: 2.868
[68] valid_0's poisson: -104.523 valid_0's quantile: 2.86164
[69] valid_0's poisson: -104.581 valid_0's quantile: 2.85419
[70] valid_0's poisson: -104.637 valid_0's quantile: 2.84471
[71] valid_0's poisson: -104.687 valid_0's quantile: 2.8333
[72] valid_0's poisson: -104.732 valid_0's quantile: 2.82704
[73] valid_0's poisson: -104.775 valid_0's quantile: 2.82176
[74] valid_0's poisson: -104.813 valid_0's quantile: 2.81743
[75] valid_0's poisson: -104.85 valid_0's quantile: 2.81391
[76] valid_0's poisson: -104.891 valid_0's quantile: 2.80939
[77] valid_0's poisson: -104.93 valid_0's quantile: 2.80539
[78] valid_0's poisson: -104.96 valid_0's quantile: 2.80113
[79] valid_0's poisson: -104.995 valid_0's quantile: 2.79792
[80] valid_0's poisson: -105.027 valid_0's quantile: 2.79528
[81] valid_0's poisson: -105.062 valid_0's quantile: 2.79172
[82] valid_0's poisson: -105.09 valid_0's quantile: 2.78843
[83] valid_0's poisson: -105.113 valid_0's quantile: 2.78632
[84] valid_0's poisson: -105.132 valid_0's quantile: 2.78411
[85] valid_0's poisson: -105.152 valid_0's quantile: 2.78269
[86] valid_0's poisson: -105.176 valid_0's quantile: 2.77905
[87] valid_0's poisson: -105.199 valid_0's quantile: 2.77724
[88] valid_0's poisson: -105.223 valid_0's quantile: 2.77508
[89] valid_0's poisson: -105.25 valid_0's quantile: 2.77271
[90] valid_0's poisson: -105.271 valid_0's quantile: 2.76315
[91] valid_0's poisson: -105.289 valid_0's quantile: 2.75852
[92] valid_0's poisson: -105.307 valid_0's quantile: 2.75716
[93] valid_0's poisson: -105.33 valid_0's quantile: 2.75453
[94] valid_0's poisson: -105.354 valid_0's quantile: 2.75109
[95] valid_0's poisson: -105.377 valid_0's quantile: 2.74798
[96] valid_0's poisson: -105.398 valid_0's quantile: 2.7459
[97] valid_0's poisson: -105.417 valid_0's quantile: 2.74433
[98] valid_0's poisson: -105.434 valid_0's quantile: 2.7431
[99] valid_0's poisson: -105.449 valid_0's quantile: 2.74134
[100] valid_0's poisson: -105.462 valid_0's quantile: 2.74035
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -65.2868 valid_0's quantile: 10.9523
[2] valid_0's poisson: -67.6216 valid_0's quantile: 10.286
[3] valid_0's poisson: -69.7336 valid_0's quantile: 9.69686
[4] valid_0's poisson: -71.6647 valid_0's quantile: 9.15987
[5] valid_0's poisson: -73.4942 valid_0's quantile: 8.66798
[6] valid_0's poisson: -75.2675 valid_0's quantile: 8.21436
[7] valid_0's poisson: -76.9541 valid_0's quantile: 7.80136
[8] valid_0's poisson: -78.4912 valid_0's quantile: 7.43141
[9] valid_0's poisson: -79.9809 valid_0's quantile: 7.08263
[10] valid_0's poisson: -81.3295 valid_0's quantile: 6.76145
[11] valid_0's poisson: -82.6329 valid_0's quantile: 6.4759
[12] valid_0's poisson: -83.8409 valid_0's quantile: 6.22152
[13] valid_0's poisson: -84.9736 valid_0's quantile: 5.98774
[14] valid_0's poisson: -86.0223 valid_0's quantile: 5.77525
[15] valid_0's poisson: -87.0933 valid_0's quantile: 5.58166
[16] valid_0's poisson: -88.0971 valid_0's quantile: 5.40297
[17] valid_0's poisson: -89.0168 valid_0's quantile: 5.24159
[18] valid_0's poisson: -89.8914 valid_0's quantile: 5.08339
[19] valid_0's poisson: -90.6548 valid_0's quantile: 4.94617
[20] valid_0's poisson: -91.4535 valid_0's quantile: 4.80184
[21] valid_0's poisson: -92.1846 valid_0's quantile: 4.67381
[22] valid_0's poisson: -92.8665 valid_0's quantile: 4.56417
[23] valid_0's poisson: -93.5051 valid_0's quantile: 4.45117
[24] valid_0's poisson: -94.1042 valid_0's quantile: 4.35087
[25] valid_0's poisson: -94.6841 valid_0's quantile: 4.25527
[26] valid_0's poisson: -95.2439 valid_0's quantile: 4.16225
[27] valid_0's poisson: -95.7746 valid_0's quantile: 4.07966
[28] valid_0's poisson: -96.2692 valid_0's quantile: 3.99968
[29] valid_0's poisson: -96.7911 valid_0's quantile: 3.92198
[30] valid_0's poisson: -97.2636 valid_0's quantile: 3.84792
[31] valid_0's poisson: -97.7004 valid_0's quantile: 3.78104
[32] valid_0's poisson: -98.1249 valid_0's quantile: 3.72295
[33] valid_0's poisson: -98.5357 valid_0's quantile: 3.66114
[34] valid_0's poisson: -98.9268 valid_0's quantile: 3.60617
[35] valid_0's poisson: -99.2831 valid_0's quantile: 3.55532
[36] valid_0's poisson: -99.6172 valid_0's quantile: 3.50232
[37] valid_0's poisson: -99.954 valid_0's quantile: 3.45611
[38] valid_0's poisson: -100.267 valid_0's quantile: 3.41588
[39] valid_0's poisson: -100.558 valid_0's quantile: 3.37271
[40] valid_0's poisson: -100.838 valid_0's quantile: 3.32864
[41] valid_0's poisson: -101.103 valid_0's quantile: 3.29191
[42] valid_0's poisson: -101.345 valid_0's quantile: 3.25715
[43] valid_0's poisson: -101.57 valid_0's quantile: 3.22479
[44] valid_0's poisson: -101.787 valid_0's quantile: 3.19281
[45] valid_0's poisson: -101.981 valid_0's quantile: 3.16481
[46] valid_0's poisson: -102.192 valid_0's quantile: 3.1385
[47] valid_0's poisson: -102.374 valid_0's quantile: 3.11384
[48] valid_0's poisson: -102.548 valid_0's quantile: 3.09065
[49] valid_0's poisson: -102.714 valid_0's quantile: 3.06908
[50] valid_0's poisson: -102.871 valid_0's quantile: 3.04981
[51] valid_0's poisson: -103.016 valid_0's quantile: 3.03154
[52] valid_0's poisson: -103.164 valid_0's quantile: 3.00776
[53] valid_0's poisson: -103.295 valid_0's quantile: 2.98991
[54] valid_0's poisson: -103.43 valid_0's quantile: 2.97297
[55] valid_0's poisson: -103.559 valid_0's quantile: 2.95486
[56] valid_0's poisson: -103.68 valid_0's quantile: 2.93805
[57] valid_0's poisson: -103.788 valid_0's quantile: 2.91586
[58] valid_0's poisson: -103.896 valid_0's quantile: 2.9006
[59] valid_0's poisson: -103.992 valid_0's quantile: 2.8893
[60] valid_0's poisson: -104.085 valid_0's quantile: 2.87841
[61] valid_0's poisson: -104.179 valid_0's quantile: 2.8647
[62] valid_0's poisson: -104.265 valid_0's quantile: 2.854
[63] valid_0's poisson: -104.343 valid_0's quantile: 2.84312
[64] valid_0's poisson: -104.423 valid_0's quantile: 2.83212
[65] valid_0's poisson: -104.49 valid_0's quantile: 2.82324
[66] valid_0's poisson: -104.561 valid_0's quantile: 2.81299
[67] valid_0's poisson: -104.622 valid_0's quantile: 2.8039
[68] valid_0's poisson: -104.686 valid_0's quantile: 2.79432
[69] valid_0's poisson: -104.738 valid_0's quantile: 2.78543
[70] valid_0's poisson: -104.787 valid_0's quantile: 2.77901
[71] valid_0's poisson: -104.84 valid_0's quantile: 2.76974
[72] valid_0's poisson: -104.89 valid_0's quantile: 2.76255
[73] valid_0's poisson: -104.932 valid_0's quantile: 2.75791
[74] valid_0's poisson: -104.977 valid_0's quantile: 2.75312
[75] valid_0's poisson: -105.016 valid_0's quantile: 2.74731
[76] valid_0's poisson: -105.059 valid_0's quantile: 2.74376
[77] valid_0's poisson: -105.092 valid_0's quantile: 2.73985
[78] valid_0's poisson: -105.124 valid_0's quantile: 2.73506
[79] valid_0's poisson: -105.156 valid_0's quantile: 2.73155
[80] valid_0's poisson: -105.182 valid_0's quantile: 2.72675
[81] valid_0's poisson: -105.21 valid_0's quantile: 2.72482
[82] valid_0's poisson: -105.232 valid_0's quantile: 2.72258
[83] valid_0's poisson: -105.256 valid_0's quantile: 2.72052
[84] valid_0's poisson: -105.281 valid_0's quantile: 2.71833
[85] valid_0's poisson: -105.3 valid_0's quantile: 2.71562
[86] valid_0's poisson: -105.325 valid_0's quantile: 2.71301
[87] valid_0's poisson: -105.347 valid_0's quantile: 2.71184
[88] valid_0's poisson: -105.369 valid_0's quantile: 2.70795
[89] valid_0's poisson: -105.392 valid_0's quantile: 2.70604
[90] valid_0's poisson: -105.411 valid_0's quantile: 2.70472
[91] valid_0's poisson: -105.431 valid_0's quantile: 2.70336
[92] valid_0's poisson: -105.449 valid_0's quantile: 2.70201
[93] valid_0's poisson: -105.467 valid_0's quantile: 2.70052
[94] valid_0's poisson: -105.485 valid_0's quantile: 2.69949
[95] valid_0's poisson: -105.506 valid_0's quantile: 2.69633
[96] valid_0's poisson: -105.521 valid_0's quantile: 2.69476
[97] valid_0's poisson: -105.538 valid_0's quantile: 2.69365
[98] valid_0's poisson: -105.554 valid_0's quantile: 2.69239
[99] valid_0's poisson: -105.568 valid_0's quantile: 2.6915
[100] valid_0's poisson: -105.582 valid_0's quantile: 2.6905
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -65.9815 valid_0's quantile: 10.9191
[2] valid_0's poisson: -68.2364 valid_0's quantile: 10.2464
[3] valid_0's poisson: -70.311 valid_0's quantile: 9.65706
[4] valid_0's poisson: -72.1676 valid_0's quantile: 9.14901
[5] valid_0's poisson: -73.8993 valid_0's quantile: 8.65376
[6] valid_0's poisson: -75.6632 valid_0's quantile: 8.20683
[7] valid_0's poisson: -77.2214 valid_0's quantile: 7.81493
[8] valid_0's poisson: -78.7802 valid_0's quantile: 7.44284
[9] valid_0's poisson: -80.2031 valid_0's quantile: 7.10267
[10] valid_0's poisson: -81.573 valid_0's quantile: 6.78944
[11] valid_0's poisson: -82.843 valid_0's quantile: 6.50395
[12] valid_0's poisson: -83.9968 valid_0's quantile: 6.24411
[13] valid_0's poisson: -85.1049 valid_0's quantile: 6.0094
[14] valid_0's poisson: -86.1538 valid_0's quantile: 5.79405
[15] valid_0's poisson: -87.103 valid_0's quantile: 5.6059
[16] valid_0's poisson: -88.0823 valid_0's quantile: 5.42636
[17] valid_0's poisson: -89.0257 valid_0's quantile: 5.24942
[18] valid_0's poisson: -89.9011 valid_0's quantile: 5.09225
[19] valid_0's poisson: -90.731 valid_0's quantile: 4.94148
[20] valid_0's poisson: -91.5127 valid_0's quantile: 4.8068
[21] valid_0's poisson: -92.2357 valid_0's quantile: 4.68779
[22] valid_0's poisson: -92.9294 valid_0's quantile: 4.57956
[23] valid_0's poisson: -93.5554 valid_0's quantile: 4.47837
[24] valid_0's poisson: -94.1559 valid_0's quantile: 4.37845
[25] valid_0's poisson: -94.7525 valid_0's quantile: 4.28448
[26] valid_0's poisson: -95.3122 valid_0's quantile: 4.18611
[27] valid_0's poisson: -95.8583 valid_0's quantile: 4.09772
[28] valid_0's poisson: -96.3437 valid_0's quantile: 4.02172
[29] valid_0's poisson: -96.8304 valid_0's quantile: 3.94666
[30] valid_0's poisson: -97.2854 valid_0's quantile: 3.87799
[31] valid_0's poisson: -97.7133 valid_0's quantile: 3.81623
[32] valid_0's poisson: -98.1628 valid_0's quantile: 3.7518
[33] valid_0's poisson: -98.5647 valid_0's quantile: 3.69724
[34] valid_0's poisson: -98.947 valid_0's quantile: 3.63967
[35] valid_0's poisson: -99.3006 valid_0's quantile: 3.58884
[36] valid_0's poisson: -99.6502 valid_0's quantile: 3.53771
[37] valid_0's poisson: -99.9548 valid_0's quantile: 3.49117
[38] valid_0's poisson: -100.257 valid_0's quantile: 3.44803
[39] valid_0's poisson: -100.552 valid_0's quantile: 3.40797
[40] valid_0's poisson: -100.819 valid_0's quantile: 3.37068
[41] valid_0's poisson: -101.072 valid_0's quantile: 3.33581
[42] valid_0's poisson: -101.311 valid_0's quantile: 3.30151
[43] valid_0's poisson: -101.529 valid_0's quantile: 3.27185
[44] valid_0's poisson: -101.738 valid_0's quantile: 3.24465
[45] valid_0's poisson: -101.945 valid_0's quantile: 3.2136
[46] valid_0's poisson: -102.146 valid_0's quantile: 3.18527
[47] valid_0's poisson: -102.33 valid_0's quantile: 3.16181
[48] valid_0's poisson: -102.513 valid_0's quantile: 3.13901
[49] valid_0's poisson: -102.679 valid_0's quantile: 3.11733
[50] valid_0's poisson: -102.833 valid_0's quantile: 3.09965
[51] valid_0's poisson: -102.97 valid_0's quantile: 3.07866
[52] valid_0's poisson: -103.104 valid_0's quantile: 3.06128
[53] valid_0's poisson: -103.223 valid_0's quantile: 3.04412
[54] valid_0's poisson: -103.339 valid_0's quantile: 3.02697
[55] valid_0's poisson: -103.471 valid_0's quantile: 3.01161
[56] valid_0's poisson: -103.584 valid_0's quantile: 2.99794
[57] valid_0's poisson: -103.69 valid_0's quantile: 2.98298
[58] valid_0's poisson: -103.802 valid_0's quantile: 2.97007
[59] valid_0's poisson: -103.897 valid_0's quantile: 2.9591
[60] valid_0's poisson: -103.99 valid_0's quantile: 2.9482
[61] valid_0's poisson: -104.074 valid_0's quantile: 2.9386
[62] valid_0's poisson: -104.148 valid_0's quantile: 2.92877
[63] valid_0's poisson: -104.223 valid_0's quantile: 2.91254
[64] valid_0's poisson: -104.294 valid_0's quantile: 2.90302
[65] valid_0's poisson: -104.361 valid_0's quantile: 2.89601
[66] valid_0's poisson: -104.432 valid_0's quantile: 2.88873
[67] valid_0's poisson: -104.491 valid_0's quantile: 2.87907
[68] valid_0's poisson: -104.55 valid_0's quantile: 2.86972
[69] valid_0's poisson: -104.599 valid_0's quantile: 2.86093
[70] valid_0's poisson: -104.65 valid_0's quantile: 2.8454
[71] valid_0's poisson: -104.704 valid_0's quantile: 2.83948
[72] valid_0's poisson: -104.745 valid_0's quantile: 2.83028
[73] valid_0's poisson: -104.788 valid_0's quantile: 2.82621
[74] valid_0's poisson: -104.826 valid_0's quantile: 2.82161
[75] valid_0's poisson: -104.867 valid_0's quantile: 2.81829
[76] valid_0's poisson: -104.903 valid_0's quantile: 2.81515
[77] valid_0's poisson: -104.937 valid_0's quantile: 2.81095
[78] valid_0's poisson: -104.974 valid_0's quantile: 2.80755
[79] valid_0's poisson: -105.002 valid_0's quantile: 2.80514
[80] valid_0's poisson: -105.028 valid_0's quantile: 2.79919
[81] valid_0's poisson: -105.055 valid_0's quantile: 2.79737
[82] valid_0's poisson: -105.086 valid_0's quantile: 2.7942
[83] valid_0's poisson: -105.112 valid_0's quantile: 2.79021
[84] valid_0's poisson: -105.136 valid_0's quantile: 2.78691
[85] valid_0's poisson: -105.157 valid_0's quantile: 2.78493
[86] valid_0's poisson: -105.181 valid_0's quantile: 2.78237
[87] valid_0's poisson: -105.205 valid_0's quantile: 2.78033
[88] valid_0's poisson: -105.228 valid_0's quantile: 2.77648
[89] valid_0's poisson: -105.25 valid_0's quantile: 2.76927
[90] valid_0's poisson: -105.27 valid_0's quantile: 2.76735
[91] valid_0's poisson: -105.288 valid_0's quantile: 2.76404
[92] valid_0's poisson: -105.314 valid_0's quantile: 2.76087
[93] valid_0's poisson: -105.334 valid_0's quantile: 2.75796
[94] valid_0's poisson: -105.349 valid_0's quantile: 2.75587
[95] valid_0's poisson: -105.368 valid_0's quantile: 2.75411
[96] valid_0's poisson: -105.385 valid_0's quantile: 2.75302
[97] valid_0's poisson: -105.4 valid_0's quantile: 2.75153
[98] valid_0's poisson: -105.414 valid_0's quantile: 2.75048
[99] valid_0's poisson: -105.426 valid_0's quantile: 2.74897
[100] valid_0's poisson: -105.437 valid_0's quantile: 2.74785
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.6948 valid_0's quantile: 10.9599
[2] valid_0's poisson: -67.0108 valid_0's quantile: 10.3008
[3] valid_0's poisson: -69.1411 valid_0's quantile: 9.7134
[4] valid_0's poisson: -71.1201 valid_0's quantile: 9.1859
[5] valid_0's poisson: -72.7967 valid_0's quantile: 8.71593
[6] valid_0's poisson: -74.4765 valid_0's quantile: 8.28485
[7] valid_0's poisson: -76.1483 valid_0's quantile: 7.88404
[8] valid_0's poisson: -77.7804 valid_0's quantile: 7.50316
[9] valid_0's poisson: -79.3227 valid_0's quantile: 7.14696
[10] valid_0's poisson: -80.7328 valid_0's quantile: 6.8392
[11] valid_0's poisson: -82.0541 valid_0's quantile: 6.55392
[12] valid_0's poisson: -83.3021 valid_0's quantile: 6.28953
[13] valid_0's poisson: -84.4693 valid_0's quantile: 6.04988
[14] valid_0's poisson: -85.5235 valid_0's quantile: 5.84084
[15] valid_0's poisson: -86.5248 valid_0's quantile: 5.65082
[16] valid_0's poisson: -87.4923 valid_0's quantile: 5.46135
[17] valid_0's poisson: -88.4636 valid_0's quantile: 5.29027
[18] valid_0's poisson: -89.3714 valid_0's quantile: 5.12715
[19] valid_0's poisson: -90.2197 valid_0's quantile: 4.98028
[20] valid_0's poisson: -91.0231 valid_0's quantile: 4.84051
[21] valid_0's poisson: -91.7741 valid_0's quantile: 4.71275
[22] valid_0's poisson: -92.4723 valid_0's quantile: 4.59012
[23] valid_0's poisson: -93.1237 valid_0's quantile: 4.47159
[24] valid_0's poisson: -93.7472 valid_0's quantile: 4.37038
[25] valid_0's poisson: -94.3361 valid_0's quantile: 4.28008
[26] valid_0's poisson: -94.9303 valid_0's quantile: 4.18769
[27] valid_0's poisson: -95.477 valid_0's quantile: 4.10306
[28] valid_0's poisson: -96.0219 valid_0's quantile: 4.0229
[29] valid_0's poisson: -96.5029 valid_0's quantile: 3.94983
[30] valid_0's poisson: -96.9607 valid_0's quantile: 3.88354
[31] valid_0's poisson: -97.4037 valid_0's quantile: 3.81987
[32] valid_0's poisson: -97.8406 valid_0's quantile: 3.75721
[33] valid_0's poisson: -98.256 valid_0's quantile: 3.70002
[34] valid_0's poisson: -98.6444 valid_0's quantile: 3.64576
[35] valid_0's poisson: -99.0325 valid_0's quantile: 3.59003
[36] valid_0's poisson: -99.387 valid_0's quantile: 3.5391
[37] valid_0's poisson: -99.7129 valid_0's quantile: 3.49405
[38] valid_0's poisson: -100.031 valid_0's quantile: 3.44902
[39] valid_0's poisson: -100.336 valid_0's quantile: 3.40714
[40] valid_0's poisson: -100.626 valid_0's quantile: 3.36911
[41] valid_0's poisson: -100.899 valid_0's quantile: 3.33312
[42] valid_0's poisson: -101.153 valid_0's quantile: 3.29567
[43] valid_0's poisson: -101.384 valid_0's quantile: 3.2613
[44] valid_0's poisson: -101.605 valid_0's quantile: 3.2305
[45] valid_0's poisson: -101.825 valid_0's quantile: 3.19992
[46] valid_0's poisson: -102.017 valid_0's quantile: 3.17261
[47] valid_0's poisson: -102.205 valid_0's quantile: 3.1479
[48] valid_0's poisson: -102.39 valid_0's quantile: 3.12494
[49] valid_0's poisson: -102.563 valid_0's quantile: 3.104
[50] valid_0's poisson: -102.727 valid_0's quantile: 3.08289
[51] valid_0's poisson: -102.884 valid_0's quantile: 3.06494
[52] valid_0's poisson: -103.029 valid_0's quantile: 3.0421
[53] valid_0's poisson: -103.164 valid_0's quantile: 3.02558
[54] valid_0's poisson: -103.283 valid_0's quantile: 3.00914
[55] valid_0's poisson: -103.413 valid_0's quantile: 2.99422
[56] valid_0's poisson: -103.541 valid_0's quantile: 2.97916
[57] valid_0's poisson: -103.651 valid_0's quantile: 2.96511
[58] valid_0's poisson: -103.764 valid_0's quantile: 2.95162
[59] valid_0's poisson: -103.865 valid_0's quantile: 2.9375
[60] valid_0's poisson: -103.957 valid_0's quantile: 2.92638
[61] valid_0's poisson: -104.052 valid_0's quantile: 2.91045
[62] valid_0's poisson: -104.13 valid_0's quantile: 2.89973
[63] valid_0's poisson: -104.214 valid_0's quantile: 2.89029
[64] valid_0's poisson: -104.287 valid_0's quantile: 2.87964
[65] valid_0's poisson: -104.361 valid_0's quantile: 2.86537
[66] valid_0's poisson: -104.425 valid_0's quantile: 2.8558
[67] valid_0's poisson: -104.481 valid_0's quantile: 2.84781
[68] valid_0's poisson: -104.544 valid_0's quantile: 2.83263
[69] valid_0's poisson: -104.607 valid_0's quantile: 2.81663
[70] valid_0's poisson: -104.661 valid_0's quantile: 2.81068
[71] valid_0's poisson: -104.711 valid_0's quantile: 2.80541
[72] valid_0's poisson: -104.756 valid_0's quantile: 2.80187
[73] valid_0's poisson: -104.797 valid_0's quantile: 2.79826
[74] valid_0's poisson: -104.843 valid_0's quantile: 2.79357
[75] valid_0's poisson: -104.882 valid_0's quantile: 2.79006
[76] valid_0's poisson: -104.917 valid_0's quantile: 2.78622
[77] valid_0's poisson: -104.951 valid_0's quantile: 2.78286
[78] valid_0's poisson: -104.983 valid_0's quantile: 2.77981
[79] valid_0's poisson: -105.017 valid_0's quantile: 2.77737
[80] valid_0's poisson: -105.044 valid_0's quantile: 2.7741
[81] valid_0's poisson: -105.071 valid_0's quantile: 2.76969
[82] valid_0's poisson: -105.105 valid_0's quantile: 2.76
[83] valid_0's poisson: -105.136 valid_0's quantile: 2.75755
[84] valid_0's poisson: -105.162 valid_0's quantile: 2.75583
[85] valid_0's poisson: -105.186 valid_0's quantile: 2.75354
[86] valid_0's poisson: -105.211 valid_0's quantile: 2.74819
[87] valid_0's poisson: -105.234 valid_0's quantile: 2.74674
[88] valid_0's poisson: -105.258 valid_0's quantile: 2.74389
[89] valid_0's poisson: -105.286 valid_0's quantile: 2.7414
[90] valid_0's poisson: -105.308 valid_0's quantile: 2.73812
[91] valid_0's poisson: -105.33 valid_0's quantile: 2.73192
[92] valid_0's poisson: -105.347 valid_0's quantile: 2.73097
[93] valid_0's poisson: -105.369 valid_0's quantile: 2.72302
[94] valid_0's poisson: -105.388 valid_0's quantile: 2.72099
[95] valid_0's poisson: -105.409 valid_0's quantile: 2.71849
[96] valid_0's poisson: -105.425 valid_0's quantile: 2.71648
[97] valid_0's poisson: -105.44 valid_0's quantile: 2.71407
[98] valid_0's poisson: -105.458 valid_0's quantile: 2.70828
[99] valid_0's poisson: -105.473 valid_0's quantile: 2.70692
[100] valid_0's poisson: -105.492 valid_0's quantile: 2.70521
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -71.2973 valid_0's quantile: 9.07456
[2] valid_0's poisson: -77.5642 valid_0's quantile: 7.46928
[3] valid_0's poisson: -82.8756 valid_0's quantile: 6.30562
[4] valid_0's poisson: -86.9026 valid_0's quantile: 5.55491
[5] valid_0's poisson: -90.0891 valid_0's quantile: 5.00066
[6] valid_0's poisson: -92.6617 valid_0's quantile: 4.59142
[7] valid_0's poisson: -94.7395 valid_0's quantile: 4.30781
[8] valid_0's poisson: -96.6584 valid_0's quantile: 4.04347
[9] valid_0's poisson: -98.0364 valid_0's quantile: 3.86552
[10] valid_0's poisson: -99.162 valid_0's quantile: 3.70716
[11] valid_0's poisson: -100.354 valid_0's quantile: 3.53987
[12] valid_0's poisson: -101.149 valid_0's quantile: 3.42999
[13] valid_0's poisson: -101.831 valid_0's quantile: 3.3361
[14] valid_0's poisson: -102.335 valid_0's quantile: 3.26938
[15] valid_0's poisson: -102.723 valid_0's quantile: 3.20652
[16] valid_0's poisson: -103.071 valid_0's quantile: 3.16054
[17] valid_0's poisson: -103.37 valid_0's quantile: 3.12224
[18] valid_0's poisson: -103.539 valid_0's quantile: 3.08549
[19] valid_0's poisson: -103.78 valid_0's quantile: 3.05269
[20] valid_0's poisson: -103.934 valid_0's quantile: 3.03189
[21] valid_0's poisson: -104.116 valid_0's quantile: 3.0135
[22] valid_0's poisson: -104.251 valid_0's quantile: 2.99801
[23] valid_0's poisson: -104.356 valid_0's quantile: 2.98417
[24] valid_0's poisson: -104.428 valid_0's quantile: 2.97589
[25] valid_0's poisson: -104.483 valid_0's quantile: 2.96737
[26] valid_0's poisson: -104.512 valid_0's quantile: 2.95631
[27] valid_0's poisson: -104.53 valid_0's quantile: 2.94939
[28] valid_0's poisson: -104.579 valid_0's quantile: 2.94395
[29] valid_0's poisson: -104.611 valid_0's quantile: 2.92742
[30] valid_0's poisson: -104.653 valid_0's quantile: 2.89595
[31] valid_0's poisson: -104.678 valid_0's quantile: 2.89331
[32] valid_0's poisson: -104.705 valid_0's quantile: 2.88879
[33] valid_0's poisson: -104.722 valid_0's quantile: 2.88486
[34] valid_0's poisson: -104.727 valid_0's quantile: 2.8768
[35] valid_0's poisson: -104.745 valid_0's quantile: 2.86046
[36] valid_0's poisson: -104.755 valid_0's quantile: 2.86014
[37] valid_0's poisson: -104.765 valid_0's quantile: 2.85749
[38] valid_0's poisson: -104.776 valid_0's quantile: 2.8559
[39] valid_0's poisson: -104.79 valid_0's quantile: 2.85384
[40] valid_0's poisson: -104.818 valid_0's quantile: 2.8474
[41] valid_0's poisson: -104.817 valid_0's quantile: 2.84361
[42] valid_0's poisson: -104.829 valid_0's quantile: 2.84294
[43] valid_0's poisson: -104.888 valid_0's quantile: 2.8349
[44] valid_0's poisson: -104.928 valid_0's quantile: 2.82228
[45] valid_0's poisson: -104.919 valid_0's quantile: 2.82407
[46] valid_0's poisson: -104.949 valid_0's quantile: 2.82271
[47] valid_0's poisson: -104.956 valid_0's quantile: 2.82012
[48] valid_0's poisson: -104.967 valid_0's quantile: 2.81797
[49] valid_0's poisson: -104.978 valid_0's quantile: 2.81567
[50] valid_0's poisson: -105 valid_0's quantile: 2.81192
[51] valid_0's poisson: -105.009 valid_0's quantile: 2.81133
[52] valid_0's poisson: -104.988 valid_0's quantile: 2.80891
[53] valid_0's poisson: -105.007 valid_0's quantile: 2.80754
[54] valid_0's poisson: -105.016 valid_0's quantile: 2.80882
[55] valid_0's poisson: -105.039 valid_0's quantile: 2.80691
[56] valid_0's poisson: -105.04 valid_0's quantile: 2.80708
[57] valid_0's poisson: -105.039 valid_0's quantile: 2.80718
[58] valid_0's poisson: -105.044 valid_0's quantile: 2.80764
[59] valid_0's poisson: -105.032 valid_0's quantile: 2.80343
[60] valid_0's poisson: -105.033 valid_0's quantile: 2.79337
[61] valid_0's poisson: -105.044 valid_0's quantile: 2.79291
[62] valid_0's poisson: -105.061 valid_0's quantile: 2.79394
[63] valid_0's poisson: -105.063 valid_0's quantile: 2.79409
[64] valid_0's poisson: -105.072 valid_0's quantile: 2.79315
[65] valid_0's poisson: -105.073 valid_0's quantile: 2.79326
[66] valid_0's poisson: -105.083 valid_0's quantile: 2.79212
[67] valid_0's poisson: -105.087 valid_0's quantile: 2.79272
[68] valid_0's poisson: -105.107 valid_0's quantile: 2.78882
[69] valid_0's poisson: -105.098 valid_0's quantile: 2.78959
[70] valid_0's poisson: -105.09 valid_0's quantile: 2.78856
[71] valid_0's poisson: -105.103 valid_0's quantile: 2.78923
[72] valid_0's poisson: -105.101 valid_0's quantile: 2.78958
[73] valid_0's poisson: -105.12 valid_0's quantile: 2.78834
[74] valid_0's poisson: -105.131 valid_0's quantile: 2.78832
[75] valid_0's poisson: -105.129 valid_0's quantile: 2.78676
[76] valid_0's poisson: -105.135 valid_0's quantile: 2.78702
[77] valid_0's poisson: -105.141 valid_0's quantile: 2.78471
[78] valid_0's poisson: -105.15 valid_0's quantile: 2.78404
[79] valid_0's poisson: -105.167 valid_0's quantile: 2.78183
[80] valid_0's poisson: -105.18 valid_0's quantile: 2.78162
[81] valid_0's poisson: -105.2 valid_0's quantile: 2.77951
[82] valid_0's poisson: -105.197 valid_0's quantile: 2.77896
[83] valid_0's poisson: -105.201 valid_0's quantile: 2.77896
[84] valid_0's poisson: -105.215 valid_0's quantile: 2.7797
[85] valid_0's poisson: -105.217 valid_0's quantile: 2.78108
[86] valid_0's poisson: -105.223 valid_0's quantile: 2.78038
[87] valid_0's poisson: -105.241 valid_0's quantile: 2.77897
[88] valid_0's poisson: -105.241 valid_0's quantile: 2.77885
[89] valid_0's poisson: -105.247 valid_0's quantile: 2.77197
[90] valid_0's poisson: -105.244 valid_0's quantile: 2.77223
[91] valid_0's poisson: -105.243 valid_0's quantile: 2.77251
[92] valid_0's poisson: -105.241 valid_0's quantile: 2.7734
[93] valid_0's poisson: -105.249 valid_0's quantile: 2.77376
[94] valid_0's poisson: -105.233 valid_0's quantile: 2.77231
[95] valid_0's poisson: -105.245 valid_0's quantile: 2.77215
[96] valid_0's poisson: -105.25 valid_0's quantile: 2.77339
[97] valid_0's poisson: -105.256 valid_0's quantile: 2.77255
[98] valid_0's poisson: -105.254 valid_0's quantile: 2.77269
[99] valid_0's poisson: -105.258 valid_0's quantile: 2.77206
[100] valid_0's poisson: -105.256 valid_0's quantile: 2.77126
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -71.5084 valid_0's quantile: 9.04263
[2] valid_0's poisson: -77.7382 valid_0's quantile: 7.41207
[3] valid_0's poisson: -83.0193 valid_0's quantile: 6.27054
[4] valid_0's poisson: -87.4679 valid_0's quantile: 5.46249
[5] valid_0's poisson: -90.5715 valid_0's quantile: 4.93027
[6] valid_0's poisson: -93.1621 valid_0's quantile: 4.53438
[7] valid_0's poisson: -95.1967 valid_0's quantile: 4.26594
[8] valid_0's poisson: -96.9871 valid_0's quantile: 3.99946
[9] valid_0's poisson: -98.2404 valid_0's quantile: 3.8086
[10] valid_0's poisson: -99.4332 valid_0's quantile: 3.64249
[11] valid_0's poisson: -100.432 valid_0's quantile: 3.49559
[12] valid_0's poisson: -101.238 valid_0's quantile: 3.39876
[13] valid_0's poisson: -101.832 valid_0's quantile: 3.29557
[14] valid_0's poisson: -102.405 valid_0's quantile: 3.2228
[15] valid_0's poisson: -102.767 valid_0's quantile: 3.17715
[16] valid_0's poisson: -103.103 valid_0's quantile: 3.13278
[17] valid_0's poisson: -103.364 valid_0's quantile: 3.0898
[18] valid_0's poisson: -103.614 valid_0's quantile: 3.04385
[19] valid_0's poisson: -103.818 valid_0's quantile: 3.01645
[20] valid_0's poisson: -103.921 valid_0's quantile: 3.00428
[21] valid_0's poisson: -104.013 valid_0's quantile: 2.99034
[22] valid_0's poisson: -104.122 valid_0's quantile: 2.97374
[23] valid_0's poisson: -104.202 valid_0's quantile: 2.95198
[24] valid_0's poisson: -104.304 valid_0's quantile: 2.94492
[25] valid_0's poisson: -104.422 valid_0's quantile: 2.92742
[26] valid_0's poisson: -104.44 valid_0's quantile: 2.92014
[27] valid_0's poisson: -104.491 valid_0's quantile: 2.89225
[28] valid_0's poisson: -104.551 valid_0's quantile: 2.88721
[29] valid_0's poisson: -104.579 valid_0's quantile: 2.87404
[30] valid_0's poisson: -104.601 valid_0's quantile: 2.87151
[31] valid_0's poisson: -104.625 valid_0's quantile: 2.86945
[32] valid_0's poisson: -104.661 valid_0's quantile: 2.86143
[33] valid_0's poisson: -104.661 valid_0's quantile: 2.86025
[34] valid_0's poisson: -104.673 valid_0's quantile: 2.85712
[35] valid_0's poisson: -104.716 valid_0's quantile: 2.84611
[36] valid_0's poisson: -104.765 valid_0's quantile: 2.83433
[37] valid_0's poisson: -104.77 valid_0's quantile: 2.83274
[38] valid_0's poisson: -104.768 valid_0's quantile: 2.83434
[39] valid_0's poisson: -104.784 valid_0's quantile: 2.83289
[40] valid_0's poisson: -104.789 valid_0's quantile: 2.83189
[41] valid_0's poisson: -104.801 valid_0's quantile: 2.83103
[42] valid_0's poisson: -104.819 valid_0's quantile: 2.82395
[43] valid_0's poisson: -104.82 valid_0's quantile: 2.81759
[44] valid_0's poisson: -104.838 valid_0's quantile: 2.81422
[45] valid_0's poisson: -104.83 valid_0's quantile: 2.81388
[46] valid_0's poisson: -104.863 valid_0's quantile: 2.8111
[47] valid_0's poisson: -104.849 valid_0's quantile: 2.80978
[48] valid_0's poisson: -104.875 valid_0's quantile: 2.7844
[49] valid_0's poisson: -104.875 valid_0's quantile: 2.78185
[50] valid_0's poisson: -104.877 valid_0's quantile: 2.78354
[51] valid_0's poisson: -104.903 valid_0's quantile: 2.78125
[52] valid_0's poisson: -104.916 valid_0's quantile: 2.77619
[53] valid_0's poisson: -104.943 valid_0's quantile: 2.77599
[54] valid_0's poisson: -104.915 valid_0's quantile: 2.77672
[55] valid_0's poisson: -104.92 valid_0's quantile: 2.77738
[56] valid_0's poisson: -104.915 valid_0's quantile: 2.77615
[57] valid_0's poisson: -104.927 valid_0's quantile: 2.77459
[58] valid_0's poisson: -104.926 valid_0's quantile: 2.77072
[59] valid_0's poisson: -104.94 valid_0's quantile: 2.77202
[60] valid_0's poisson: -104.952 valid_0's quantile: 2.77018
[61] valid_0's poisson: -104.958 valid_0's quantile: 2.76772
[62] valid_0's poisson: -104.967 valid_0's quantile: 2.76733
[63] valid_0's poisson: -104.997 valid_0's quantile: 2.76366
[64] valid_0's poisson: -105.012 valid_0's quantile: 2.75552
[65] valid_0's poisson: -105.01 valid_0's quantile: 2.75543
[66] valid_0's poisson: -105.033 valid_0's quantile: 2.75387
[67] valid_0's poisson: -105.03 valid_0's quantile: 2.75517
[68] valid_0's poisson: -105.056 valid_0's quantile: 2.7544
[69] valid_0's poisson: -105.063 valid_0's quantile: 2.75179
[70] valid_0's poisson: -105.067 valid_0's quantile: 2.75137
[71] valid_0's poisson: -105.085 valid_0's quantile: 2.74835
[72] valid_0's poisson: -105.086 valid_0's quantile: 2.74831
[73] valid_0's poisson: -105.092 valid_0's quantile: 2.74836
[74] valid_0's poisson: -105.083 valid_0's quantile: 2.75071
[75] valid_0's poisson: -105.097 valid_0's quantile: 2.74862
[76] valid_0's poisson: -105.099 valid_0's quantile: 2.74934
[77] valid_0's poisson: -105.105 valid_0's quantile: 2.74871
[78] valid_0's poisson: -105.108 valid_0's quantile: 2.74906
[79] valid_0's poisson: -105.095 valid_0's quantile: 2.74934
[80] valid_0's poisson: -105.091 valid_0's quantile: 2.74837
[81] valid_0's poisson: -105.099 valid_0's quantile: 2.7489
[82] valid_0's poisson: -105.105 valid_0's quantile: 2.74879
[83] valid_0's poisson: -105.108 valid_0's quantile: 2.74961
[84] valid_0's poisson: -105.116 valid_0's quantile: 2.74841
[85] valid_0's poisson: -105.133 valid_0's quantile: 2.74987
[86] valid_0's poisson: -105.136 valid_0's quantile: 2.75004
[87] valid_0's poisson: -105.149 valid_0's quantile: 2.74677
[88] valid_0's poisson: -105.16 valid_0's quantile: 2.74592
[89] valid_0's poisson: -105.171 valid_0's quantile: 2.7446
[90] valid_0's poisson: -105.177 valid_0's quantile: 2.73901
[91] valid_0's poisson: -105.179 valid_0's quantile: 2.73887
[92] valid_0's poisson: -105.181 valid_0's quantile: 2.73923
[93] valid_0's poisson: -105.204 valid_0's quantile: 2.73828
[94] valid_0's poisson: -105.201 valid_0's quantile: 2.73904
[95] valid_0's poisson: -105.205 valid_0's quantile: 2.73994
[96] valid_0's poisson: -105.207 valid_0's quantile: 2.74007
[97] valid_0's poisson: -105.214 valid_0's quantile: 2.7354
[98] valid_0's poisson: -105.22 valid_0's quantile: 2.73479
[99] valid_0's poisson: -105.217 valid_0's quantile: 2.73334
[100] valid_0's poisson: -105.232 valid_0's quantile: 2.7324
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -71.8389 valid_0's quantile: 9.01101
[2] valid_0's poisson: -78.1249 valid_0's quantile: 7.36625
[3] valid_0's poisson: -83.3099 valid_0's quantile: 6.21835
[4] valid_0's poisson: -87.2455 valid_0's quantile: 5.47328
[5] valid_0's poisson: -90.3966 valid_0's quantile: 4.9595
[6] valid_0's poisson: -93.0721 valid_0's quantile: 4.55125
[7] valid_0's poisson: -95.1038 valid_0's quantile: 4.25015
[8] valid_0's poisson: -96.9119 valid_0's quantile: 3.98343
[9] valid_0's poisson: -98.5062 valid_0's quantile: 3.77879
[10] valid_0's poisson: -99.7 valid_0's quantile: 3.59766
[11] valid_0's poisson: -100.572 valid_0's quantile: 3.48247
[12] valid_0's poisson: -101.296 valid_0's quantile: 3.38481
[13] valid_0's poisson: -101.934 valid_0's quantile: 3.29725
[14] valid_0's poisson: -102.497 valid_0's quantile: 3.2227
[15] valid_0's poisson: -102.878 valid_0's quantile: 3.15048
[16] valid_0's poisson: -103.196 valid_0's quantile: 3.09186
[17] valid_0's poisson: -103.51 valid_0's quantile: 3.05096
[18] valid_0's poisson: -103.749 valid_0's quantile: 3.02089
[19] valid_0's poisson: -103.914 valid_0's quantile: 2.9938
[20] valid_0's poisson: -104.038 valid_0's quantile: 2.97905
[21] valid_0's poisson: -104.185 valid_0's quantile: 2.95984
[22] valid_0's poisson: -104.304 valid_0's quantile: 2.93409
[23] valid_0's poisson: -104.407 valid_0's quantile: 2.90528
[24] valid_0's poisson: -104.492 valid_0's quantile: 2.89874
[25] valid_0's poisson: -104.557 valid_0's quantile: 2.8891
[26] valid_0's poisson: -104.599 valid_0's quantile: 2.87663
[27] valid_0's poisson: -104.655 valid_0's quantile: 2.86635
[28] valid_0's poisson: -104.706 valid_0's quantile: 2.86013
[29] valid_0's poisson: -104.739 valid_0's quantile: 2.85534
[30] valid_0's poisson: -104.789 valid_0's quantile: 2.84544
[31] valid_0's poisson: -104.863 valid_0's quantile: 2.82524
[32] valid_0's poisson: -104.902 valid_0's quantile: 2.82204
[33] valid_0's poisson: -104.94 valid_0's quantile: 2.81872
[34] valid_0's poisson: -104.966 valid_0's quantile: 2.81009
[35] valid_0's poisson: -104.979 valid_0's quantile: 2.80848
[36] valid_0's poisson: -104.981 valid_0's quantile: 2.80712
[37] valid_0's poisson: -105.001 valid_0's quantile: 2.79225
[38] valid_0's poisson: -105.016 valid_0's quantile: 2.79132
[39] valid_0's poisson: -105.046 valid_0's quantile: 2.78949
[40] valid_0's poisson: -105.08 valid_0's quantile: 2.78579
[41] valid_0's poisson: -105.102 valid_0's quantile: 2.77906
[42] valid_0's poisson: -105.125 valid_0's quantile: 2.77802
[43] valid_0's poisson: -105.125 valid_0's quantile: 2.77256
[44] valid_0's poisson: -105.145 valid_0's quantile: 2.76634
[45] valid_0's poisson: -105.161 valid_0's quantile: 2.76412
[46] valid_0's poisson: -105.159 valid_0's quantile: 2.75932
[47] valid_0's poisson: -105.172 valid_0's quantile: 2.75723
[48] valid_0's poisson: -105.188 valid_0's quantile: 2.75196
[49] valid_0's poisson: -105.205 valid_0's quantile: 2.75107
[50] valid_0's poisson: -105.223 valid_0's quantile: 2.74949
[51] valid_0's poisson: -105.235 valid_0's quantile: 2.74771
[52] valid_0's poisson: -105.242 valid_0's quantile: 2.74245
[53] valid_0's poisson: -105.257 valid_0's quantile: 2.7418
[54] valid_0's poisson: -105.261 valid_0's quantile: 2.74272
[55] valid_0's poisson: -105.268 valid_0's quantile: 2.74048
[56] valid_0's poisson: -105.278 valid_0's quantile: 2.74071
[57] valid_0's poisson: -105.288 valid_0's quantile: 2.73994
[58] valid_0's poisson: -105.288 valid_0's quantile: 2.74083
[59] valid_0's poisson: -105.279 valid_0's quantile: 2.73862
[60] valid_0's poisson: -105.288 valid_0's quantile: 2.73847
[61] valid_0's poisson: -105.304 valid_0's quantile: 2.73783
[62] valid_0's poisson: -105.318 valid_0's quantile: 2.734
[63] valid_0's poisson: -105.312 valid_0's quantile: 2.73076
[64] valid_0's poisson: -105.302 valid_0's quantile: 2.73302
[65] valid_0's poisson: -105.305 valid_0's quantile: 2.73246
[66] valid_0's poisson: -105.337 valid_0's quantile: 2.73262
[67] valid_0's poisson: -105.344 valid_0's quantile: 2.72943
[68] valid_0's poisson: -105.351 valid_0's quantile: 2.73016
[69] valid_0's poisson: -105.373 valid_0's quantile: 2.72896
[70] valid_0's poisson: -105.387 valid_0's quantile: 2.72452
[71] valid_0's poisson: -105.402 valid_0's quantile: 2.72276
[72] valid_0's poisson: -105.397 valid_0's quantile: 2.72173
[73] valid_0's poisson: -105.409 valid_0's quantile: 2.72146
[74] valid_0's poisson: -105.421 valid_0's quantile: 2.72105
[75] valid_0's poisson: -105.428 valid_0's quantile: 2.72076
[76] valid_0's poisson: -105.437 valid_0's quantile: 2.71741
[77] valid_0's poisson: -105.439 valid_0's quantile: 2.71292
[78] valid_0's poisson: -105.441 valid_0's quantile: 2.71215
[79] valid_0's poisson: -105.439 valid_0's quantile: 2.70762
[80] valid_0's poisson: -105.451 valid_0's quantile: 2.70739
[81] valid_0's poisson: -105.464 valid_0's quantile: 2.70779
[82] valid_0's poisson: -105.474 valid_0's quantile: 2.70781
[83] valid_0's poisson: -105.484 valid_0's quantile: 2.70567
[84] valid_0's poisson: -105.487 valid_0's quantile: 2.70586
[85] valid_0's poisson: -105.492 valid_0's quantile: 2.70588
[86] valid_0's poisson: -105.495 valid_0's quantile: 2.70555
[87] valid_0's poisson: -105.507 valid_0's quantile: 2.70477
[88] valid_0's poisson: -105.509 valid_0's quantile: 2.70347
[89] valid_0's poisson: -105.524 valid_0's quantile: 2.7023
[90] valid_0's poisson: -105.524 valid_0's quantile: 2.70217
[91] valid_0's poisson: -105.533 valid_0's quantile: 2.70204
[92] valid_0's poisson: -105.542 valid_0's quantile: 2.69981
[93] valid_0's poisson: -105.547 valid_0's quantile: 2.69739
[94] valid_0's poisson: -105.55 valid_0's quantile: 2.69769
[95] valid_0's poisson: -105.522 valid_0's quantile: 2.69386
[96] valid_0's poisson: -105.524 valid_0's quantile: 2.69393
[97] valid_0's poisson: -105.529 valid_0's quantile: 2.69431
[98] valid_0's poisson: -105.542 valid_0's quantile: 2.69329
[99] valid_0's poisson: -105.546 valid_0's quantile: 2.69281
[100] valid_0's poisson: -105.546 valid_0's quantile: 2.69215
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -72.1923 valid_0's quantile: 9.09124
[2] valid_0's poisson: -78.4838 valid_0's quantile: 7.41912
[3] valid_0's poisson: -83.5499 valid_0's quantile: 6.28272
[4] valid_0's poisson: -87.4749 valid_0's quantile: 5.51194
[5] valid_0's poisson: -90.6885 valid_0's quantile: 4.91973
[6] valid_0's poisson: -93.3691 valid_0's quantile: 4.49399
[7] valid_0's poisson: -95.5261 valid_0's quantile: 4.1814
[8] valid_0's poisson: -97.1476 valid_0's quantile: 3.95397
[9] valid_0's poisson: -98.6395 valid_0's quantile: 3.75143
[10] valid_0's poisson: -99.7818 valid_0's quantile: 3.59351
[11] valid_0's poisson: -100.735 valid_0's quantile: 3.461
[12] valid_0's poisson: -101.552 valid_0's quantile: 3.35996
[13] valid_0's poisson: -102.152 valid_0's quantile: 3.2667
[14] valid_0's poisson: -102.637 valid_0's quantile: 3.19919
[15] valid_0's poisson: -103.002 valid_0's quantile: 3.1503
[16] valid_0's poisson: -103.391 valid_0's quantile: 3.10305
[17] valid_0's poisson: -103.644 valid_0's quantile: 3.07208
[18] valid_0's poisson: -103.855 valid_0's quantile: 3.03663
[19] valid_0's poisson: -104.03 valid_0's quantile: 3.01399
[20] valid_0's poisson: -104.13 valid_0's quantile: 2.9977
[21] valid_0's poisson: -104.241 valid_0's quantile: 2.98626
[22] valid_0's poisson: -104.315 valid_0's quantile: 2.97369
[23] valid_0's poisson: -104.403 valid_0's quantile: 2.9598
[24] valid_0's poisson: -104.455 valid_0's quantile: 2.95392
[25] valid_0's poisson: -104.51 valid_0's quantile: 2.94988
[26] valid_0's poisson: -104.562 valid_0's quantile: 2.93899
[27] valid_0's poisson: -104.643 valid_0's quantile: 2.92782
[28] valid_0's poisson: -104.652 valid_0's quantile: 2.92112
[29] valid_0's poisson: -104.704 valid_0's quantile: 2.91709
[30] valid_0's poisson: -104.723 valid_0's quantile: 2.91239
[31] valid_0's poisson: -104.751 valid_0's quantile: 2.90878
[32] valid_0's poisson: -104.758 valid_0's quantile: 2.90109
[33] valid_0's poisson: -104.779 valid_0's quantile: 2.89986
[34] valid_0's poisson: -104.8 valid_0's quantile: 2.8919
[35] valid_0's poisson: -104.821 valid_0's quantile: 2.88133
[36] valid_0's poisson: -104.828 valid_0's quantile: 2.86771
[37] valid_0's poisson: -104.841 valid_0's quantile: 2.85449
[38] valid_0's poisson: -104.875 valid_0's quantile: 2.85337
[39] valid_0's poisson: -104.879 valid_0's quantile: 2.84934
[40] valid_0's poisson: -104.888 valid_0's quantile: 2.84819
[41] valid_0's poisson: -104.897 valid_0's quantile: 2.82218
[42] valid_0's poisson: -104.91 valid_0's quantile: 2.80564
[43] valid_0's poisson: -104.888 valid_0's quantile: 2.80408
[44] valid_0's poisson: -104.934 valid_0's quantile: 2.80021
[45] valid_0's poisson: -104.946 valid_0's quantile: 2.79428
[46] valid_0's poisson: -104.954 valid_0's quantile: 2.78897
[47] valid_0's poisson: -104.961 valid_0's quantile: 2.78875
[48] valid_0's poisson: -104.969 valid_0's quantile: 2.78884
[49] valid_0's poisson: -104.982 valid_0's quantile: 2.77748
[50] valid_0's poisson: -104.997 valid_0's quantile: 2.77726
[51] valid_0's poisson: -105.001 valid_0's quantile: 2.77551
[52] valid_0's poisson: -105.018 valid_0's quantile: 2.77803
[53] valid_0's poisson: -105.037 valid_0's quantile: 2.7773
[54] valid_0's poisson: -105.036 valid_0's quantile: 2.77715
[55] valid_0's poisson: -105.053 valid_0's quantile: 2.77694
[56] valid_0's poisson: -105.053 valid_0's quantile: 2.77815
[57] valid_0's poisson: -105.067 valid_0's quantile: 2.77808
[58] valid_0's poisson: -105.069 valid_0's quantile: 2.77798
[59] valid_0's poisson: -105.048 valid_0's quantile: 2.76859
[60] valid_0's poisson: -105.051 valid_0's quantile: 2.76902
[61] valid_0's poisson: -105.032 valid_0's quantile: 2.76759
[62] valid_0's poisson: -105.046 valid_0's quantile: 2.76504
[63] valid_0's poisson: -105.058 valid_0's quantile: 2.7611
[64] valid_0's poisson: -105.068 valid_0's quantile: 2.76124
[65] valid_0's poisson: -105.077 valid_0's quantile: 2.75867
[66] valid_0's poisson: -105.077 valid_0's quantile: 2.75945
[67] valid_0's poisson: -105.094 valid_0's quantile: 2.75787
[68] valid_0's poisson: -105.102 valid_0's quantile: 2.75775
[69] valid_0's poisson: -105.116 valid_0's quantile: 2.75731
[70] valid_0's poisson: -105.113 valid_0's quantile: 2.75213
[71] valid_0's poisson: -105.123 valid_0's quantile: 2.74897
[72] valid_0's poisson: -105.141 valid_0's quantile: 2.7483
[73] valid_0's poisson: -105.154 valid_0's quantile: 2.74761
[74] valid_0's poisson: -105.151 valid_0's quantile: 2.74772
[75] valid_0's poisson: -105.155 valid_0's quantile: 2.7472
[76] valid_0's poisson: -105.152 valid_0's quantile: 2.74633
[77] valid_0's poisson: -105.161 valid_0's quantile: 2.74428
[78] valid_0's poisson: -105.163 valid_0's quantile: 2.74233
[79] valid_0's poisson: -105.17 valid_0's quantile: 2.74278
[80] valid_0's poisson: -105.173 valid_0's quantile: 2.74242
[81] valid_0's poisson: -105.183 valid_0's quantile: 2.7418
[82] valid_0's poisson: -105.181 valid_0's quantile: 2.74078
[83] valid_0's poisson: -105.184 valid_0's quantile: 2.7406
[84] valid_0's poisson: -105.187 valid_0's quantile: 2.7413
[85] valid_0's poisson: -105.183 valid_0's quantile: 2.74112
[86] valid_0's poisson: -105.182 valid_0's quantile: 2.74129
[87] valid_0's poisson: -105.192 valid_0's quantile: 2.73954
[88] valid_0's poisson: -105.186 valid_0's quantile: 2.73956
[89] valid_0's poisson: -105.197 valid_0's quantile: 2.73912
[90] valid_0's poisson: -105.197 valid_0's quantile: 2.73675
[91] valid_0's poisson: -105.203 valid_0's quantile: 2.73544
[92] valid_0's poisson: -105.213 valid_0's quantile: 2.73541
[93] valid_0's poisson: -105.216 valid_0's quantile: 2.73545
[94] valid_0's poisson: -105.221 valid_0's quantile: 2.72951
[95] valid_0's poisson: -105.221 valid_0's quantile: 2.72983
[96] valid_0's poisson: -105.227 valid_0's quantile: 2.7298
[97] valid_0's poisson: -105.232 valid_0's quantile: 2.72911
[98] valid_0's poisson: -105.228 valid_0's quantile: 2.72939
[99] valid_0's poisson: -105.248 valid_0's quantile: 2.72033
[100] valid_0's poisson: -105.259 valid_0's quantile: 2.71964
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -70.6607 valid_0's quantile: 9.19752
[2] valid_0's poisson: -77.304 valid_0's quantile: 7.51008
[3] valid_0's poisson: -82.6802 valid_0's quantile: 6.35927
[4] valid_0's poisson: -86.6607 valid_0's quantile: 5.57708
[5] valid_0's poisson: -89.9827 valid_0's quantile: 5.03651
[6] valid_0's poisson: -92.7586 valid_0's quantile: 4.62842
[7] valid_0's poisson: -94.8023 valid_0's quantile: 4.33961
[8] valid_0's poisson: -96.7256 valid_0's quantile: 4.04658
[9] valid_0's poisson: -98.1301 valid_0's quantile: 3.84421
[10] valid_0's poisson: -99.404 valid_0's quantile: 3.66595
[11] valid_0's poisson: -100.333 valid_0's quantile: 3.54499
[12] valid_0's poisson: -101.162 valid_0's quantile: 3.43197
[13] valid_0's poisson: -101.739 valid_0's quantile: 3.35767
[14] valid_0's poisson: -102.261 valid_0's quantile: 3.28219
[15] valid_0's poisson: -102.746 valid_0's quantile: 3.21885
[16] valid_0's poisson: -103.057 valid_0's quantile: 3.16738
[17] valid_0's poisson: -103.34 valid_0's quantile: 3.13679
[18] valid_0's poisson: -103.548 valid_0's quantile: 3.10284
[19] valid_0's poisson: -103.753 valid_0's quantile: 3.07324
[20] valid_0's poisson: -103.923 valid_0's quantile: 3.04848
[21] valid_0's poisson: -104.105 valid_0's quantile: 3.02578
[22] valid_0's poisson: -104.227 valid_0's quantile: 2.9922
[23] valid_0's poisson: -104.319 valid_0's quantile: 2.98006
[24] valid_0's poisson: -104.389 valid_0's quantile: 2.96843
[25] valid_0's poisson: -104.457 valid_0's quantile: 2.94801
[26] valid_0's poisson: -104.51 valid_0's quantile: 2.94178
[27] valid_0's poisson: -104.589 valid_0's quantile: 2.93339
[28] valid_0's poisson: -104.61 valid_0's quantile: 2.91821
[29] valid_0's poisson: -104.69 valid_0's quantile: 2.9113
[30] valid_0's poisson: -104.739 valid_0's quantile: 2.89767
[31] valid_0's poisson: -104.771 valid_0's quantile: 2.8913
[32] valid_0's poisson: -104.783 valid_0's quantile: 2.88752
[33] valid_0's poisson: -104.813 valid_0's quantile: 2.8836
[34] valid_0's poisson: -104.823 valid_0's quantile: 2.87874
[35] valid_0's poisson: -104.841 valid_0's quantile: 2.87063
[36] valid_0's poisson: -104.872 valid_0's quantile: 2.8688
[37] valid_0's poisson: -104.886 valid_0's quantile: 2.86911
[38] valid_0's poisson: -104.902 valid_0's quantile: 2.86686
[39] valid_0's poisson: -104.867 valid_0's quantile: 2.86408
[40] valid_0's poisson: -104.891 valid_0's quantile: 2.86383
[41] valid_0's poisson: -104.927 valid_0's quantile: 2.85777
[42] valid_0's poisson: -104.965 valid_0's quantile: 2.85611
[43] valid_0's poisson: -104.991 valid_0's quantile: 2.85327
[44] valid_0's poisson: -104.998 valid_0's quantile: 2.84951
[45] valid_0's poisson: -105.005 valid_0's quantile: 2.84644
[46] valid_0's poisson: -105.019 valid_0's quantile: 2.83965
[47] valid_0's poisson: -105.024 valid_0's quantile: 2.8389
[48] valid_0's poisson: -105.047 valid_0's quantile: 2.83588
[49] valid_0's poisson: -105.031 valid_0's quantile: 2.83039
[50] valid_0's poisson: -105.054 valid_0's quantile: 2.82763
[51] valid_0's poisson: -105.071 valid_0's quantile: 2.82612
[52] valid_0's poisson: -105.085 valid_0's quantile: 2.82378
[53] valid_0's poisson: -105.093 valid_0's quantile: 2.82203
[54] valid_0's poisson: -105.098 valid_0's quantile: 2.8224
[55] valid_0's poisson: -105.103 valid_0's quantile: 2.82208
[56] valid_0's poisson: -105.116 valid_0's quantile: 2.82101
[57] valid_0's poisson: -105.109 valid_0's quantile: 2.81288
[58] valid_0's poisson: -105.12 valid_0's quantile: 2.81205
[59] valid_0's poisson: -105.152 valid_0's quantile: 2.81108
[60] valid_0's poisson: -105.167 valid_0's quantile: 2.80795
[61] valid_0's poisson: -105.172 valid_0's quantile: 2.80766
[62] valid_0's poisson: -105.188 valid_0's quantile: 2.80644
[63] valid_0's poisson: -105.207 valid_0's quantile: 2.80488
[64] valid_0's poisson: -105.218 valid_0's quantile: 2.80314
[65] valid_0's poisson: -105.231 valid_0's quantile: 2.80224
[66] valid_0's poisson: -105.237 valid_0's quantile: 2.80119
[67] valid_0's poisson: -105.24 valid_0's quantile: 2.78988
[68] valid_0's poisson: -105.259 valid_0's quantile: 2.78842
[69] valid_0's poisson: -105.257 valid_0's quantile: 2.78907
[70] valid_0's poisson: -105.258 valid_0's quantile: 2.78801
[71] valid_0's poisson: -105.259 valid_0's quantile: 2.78421
[72] valid_0's poisson: -105.256 valid_0's quantile: 2.78583
[73] valid_0's poisson: -105.257 valid_0's quantile: 2.78581
[74] valid_0's poisson: -105.259 valid_0's quantile: 2.786
[75] valid_0's poisson: -105.264 valid_0's quantile: 2.78617
[76] valid_0's poisson: -105.276 valid_0's quantile: 2.78644
[77] valid_0's poisson: -105.276 valid_0's quantile: 2.78627
[78] valid_0's poisson: -105.284 valid_0's quantile: 2.78663
[79] valid_0's poisson: -105.291 valid_0's quantile: 2.7839
[80] valid_0's poisson: -105.297 valid_0's quantile: 2.78347
[81] valid_0's poisson: -105.301 valid_0's quantile: 2.78198
[82] valid_0's poisson: -105.301 valid_0's quantile: 2.78193
[83] valid_0's poisson: -105.302 valid_0's quantile: 2.78228
[84] valid_0's poisson: -105.301 valid_0's quantile: 2.7825
[85] valid_0's poisson: -105.299 valid_0's quantile: 2.78319
[86] valid_0's poisson: -105.304 valid_0's quantile: 2.78354
[87] valid_0's poisson: -105.304 valid_0's quantile: 2.78357
[88] valid_0's poisson: -105.305 valid_0's quantile: 2.77996
[89] valid_0's poisson: -105.319 valid_0's quantile: 2.77857
[90] valid_0's poisson: -105.321 valid_0's quantile: 2.77714
[91] valid_0's poisson: -105.321 valid_0's quantile: 2.77666
[92] valid_0's poisson: -105.331 valid_0's quantile: 2.77578
[93] valid_0's poisson: -105.343 valid_0's quantile: 2.77547
[94] valid_0's poisson: -105.347 valid_0's quantile: 2.77569
[95] valid_0's poisson: -105.351 valid_0's quantile: 2.77576
[96] valid_0's poisson: -105.353 valid_0's quantile: 2.77562
[97] valid_0's poisson: -105.354 valid_0's quantile: 2.77571
[98] valid_0's poisson: -105.358 valid_0's quantile: 2.77505
[99] valid_0's poisson: -105.355 valid_0's quantile: 2.77602
[100] valid_0's poisson: -105.356 valid_0's quantile: 2.77425
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.7147 valid_0's quantile: 10.9493
[2] valid_0's poisson: -67.0368 valid_0's quantile: 10.2776
[3] valid_0's poisson: -69.1787 valid_0's quantile: 9.69126
[4] valid_0's poisson: -71.0909 valid_0's quantile: 9.17981
[5] valid_0's poisson: -72.9405 valid_0's quantile: 8.69705
[6] valid_0's poisson: -74.7867 valid_0's quantile: 8.23044
[7] valid_0's poisson: -76.5136 valid_0's quantile: 7.81524
[8] valid_0's poisson: -78.0476 valid_0's quantile: 7.45269
[9] valid_0's poisson: -79.5316 valid_0's quantile: 7.10897
[10] valid_0's poisson: -80.9579 valid_0's quantile: 6.78641
[11] valid_0's poisson: -82.3101 valid_0's quantile: 6.49386
[12] valid_0's poisson: -83.5547 valid_0's quantile: 6.22406
[13] valid_0's poisson: -84.7203 valid_0's quantile: 5.98697
[14] valid_0's poisson: -85.8048 valid_0's quantile: 5.77317
[15] valid_0's poisson: -86.8198 valid_0's quantile: 5.58048
[16] valid_0's poisson: -87.8512 valid_0's quantile: 5.38629
[17] valid_0's poisson: -88.8115 valid_0's quantile: 5.20375
[18] valid_0's poisson: -89.7405 valid_0's quantile: 5.04493
[19] valid_0's poisson: -90.597 valid_0's quantile: 4.89773
[20] valid_0's poisson: -91.3637 valid_0's quantile: 4.7663
[21] valid_0's poisson: -92.1086 valid_0's quantile: 4.64245
[22] valid_0's poisson: -92.8119 valid_0's quantile: 4.52536
[23] valid_0's poisson: -93.4571 valid_0's quantile: 4.42188
[24] valid_0's poisson: -94.0422 valid_0's quantile: 4.32438
[25] valid_0's poisson: -94.6276 valid_0's quantile: 4.22336
[26] valid_0's poisson: -95.2028 valid_0's quantile: 4.12996
[27] valid_0's poisson: -95.7397 valid_0's quantile: 4.04837
[28] valid_0's poisson: -96.2863 valid_0's quantile: 3.97362
[29] valid_0's poisson: -96.8049 valid_0's quantile: 3.89825
[30] valid_0's poisson: -97.2789 valid_0's quantile: 3.82775
[31] valid_0's poisson: -97.7178 valid_0's quantile: 3.76332
[32] valid_0's poisson: -98.1497 valid_0's quantile: 3.70405
[33] valid_0's poisson: -98.5493 valid_0's quantile: 3.64632
[34] valid_0's poisson: -98.944 valid_0's quantile: 3.5944
[35] valid_0's poisson: -99.3233 valid_0's quantile: 3.54062
[36] valid_0's poisson: -99.6818 valid_0's quantile: 3.48995
[37] valid_0's poisson: -100.025 valid_0's quantile: 3.43981
[38] valid_0's poisson: -100.333 valid_0's quantile: 3.39637
[39] valid_0's poisson: -100.618 valid_0's quantile: 3.35832
[40] valid_0's poisson: -100.893 valid_0's quantile: 3.32337
[41] valid_0's poisson: -101.144 valid_0's quantile: 3.28762
[42] valid_0's poisson: -101.381 valid_0's quantile: 3.25328
[43] valid_0's poisson: -101.615 valid_0's quantile: 3.2211
[44] valid_0's poisson: -101.838 valid_0's quantile: 3.18982
[45] valid_0's poisson: -102.045 valid_0's quantile: 3.16225
[46] valid_0's poisson: -102.23 valid_0's quantile: 3.13407
[47] valid_0's poisson: -102.408 valid_0's quantile: 3.11322
[48] valid_0's poisson: -102.578 valid_0's quantile: 3.09188
[49] valid_0's poisson: -102.731 valid_0's quantile: 3.0688
[50] valid_0's poisson: -102.885 valid_0's quantile: 3.05068
[51] valid_0's poisson: -103.042 valid_0's quantile: 3.02879
[52] valid_0's poisson: -103.191 valid_0's quantile: 3.01058
[53] valid_0's poisson: -103.324 valid_0's quantile: 2.99289
[54] valid_0's poisson: -103.46 valid_0's quantile: 2.97637
[55] valid_0's poisson: -103.586 valid_0's quantile: 2.96167
[56] valid_0's poisson: -103.705 valid_0's quantile: 2.94687
[57] valid_0's poisson: -103.814 valid_0's quantile: 2.93272
[58] valid_0's poisson: -103.914 valid_0's quantile: 2.92093
[59] valid_0's poisson: -104.003 valid_0's quantile: 2.91012
[60] valid_0's poisson: -104.092 valid_0's quantile: 2.89742
[61] valid_0's poisson: -104.176 valid_0's quantile: 2.88727
[62] valid_0's poisson: -104.259 valid_0's quantile: 2.87689
[63] valid_0's poisson: -104.339 valid_0's quantile: 2.86765
[64] valid_0's poisson: -104.413 valid_0's quantile: 2.85858
[65] valid_0's poisson: -104.471 valid_0's quantile: 2.84688
[66] valid_0's poisson: -104.533 valid_0's quantile: 2.8382
[67] valid_0's poisson: -104.589 valid_0's quantile: 2.83038
[68] valid_0's poisson: -104.643 valid_0's quantile: 2.81942
[69] valid_0's poisson: -104.701 valid_0's quantile: 2.81307
[70] valid_0's poisson: -104.75 valid_0's quantile: 2.80553
[71] valid_0's poisson: -104.802 valid_0's quantile: 2.79941
[72] valid_0's poisson: -104.85 valid_0's quantile: 2.79488
[73] valid_0's poisson: -104.894 valid_0's quantile: 2.78779
[74] valid_0's poisson: -104.933 valid_0's quantile: 2.78182
[75] valid_0's poisson: -104.975 valid_0's quantile: 2.77481
[76] valid_0's poisson: -105.012 valid_0's quantile: 2.76436
[77] valid_0's poisson: -105.051 valid_0's quantile: 2.75239
[78] valid_0's poisson: -105.084 valid_0's quantile: 2.74938
[79] valid_0's poisson: -105.117 valid_0's quantile: 2.7461
[80] valid_0's poisson: -105.151 valid_0's quantile: 2.74188
[81] valid_0's poisson: -105.179 valid_0's quantile: 2.73945
[82] valid_0's poisson: -105.207 valid_0's quantile: 2.73699
[83] valid_0's poisson: -105.235 valid_0's quantile: 2.73431
[84] valid_0's poisson: -105.261 valid_0's quantile: 2.73233
[85] valid_0's poisson: -105.286 valid_0's quantile: 2.7303
[86] valid_0's poisson: -105.309 valid_0's quantile: 2.72782
[87] valid_0's poisson: -105.33 valid_0's quantile: 2.72603
[88] valid_0's poisson: -105.352 valid_0's quantile: 2.72383
[89] valid_0's poisson: -105.373 valid_0's quantile: 2.72197
[90] valid_0's poisson: -105.395 valid_0's quantile: 2.72012
[91] valid_0's poisson: -105.415 valid_0's quantile: 2.71845
[92] valid_0's poisson: -105.433 valid_0's quantile: 2.7149
[93] valid_0's poisson: -105.441 valid_0's quantile: 2.71157
[94] valid_0's poisson: -105.459 valid_0's quantile: 2.71022
[95] valid_0's poisson: -105.475 valid_0's quantile: 2.709
[96] valid_0's poisson: -105.495 valid_0's quantile: 2.70708
[97] valid_0's poisson: -105.506 valid_0's quantile: 2.70644
[98] valid_0's poisson: -105.52 valid_0's quantile: 2.70521
[99] valid_0's poisson: -105.533 valid_0's quantile: 2.70127
[100] valid_0's poisson: -105.552 valid_0's quantile: 2.69034
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.7018 valid_0's quantile: 10.957
[2] valid_0's poisson: -66.9812 valid_0's quantile: 10.2946
[3] valid_0's poisson: -69.1417 valid_0's quantile: 9.70953
[4] valid_0's poisson: -71.1341 valid_0's quantile: 9.173
[5] valid_0's poisson: -73.0684 valid_0's quantile: 8.66598
[6] valid_0's poisson: -74.8469 valid_0's quantile: 8.21701
[7] valid_0's poisson: -76.4922 valid_0's quantile: 7.80496
[8] valid_0's poisson: -78.0878 valid_0's quantile: 7.43178
[9] valid_0's poisson: -79.5878 valid_0's quantile: 7.08359
[10] valid_0's poisson: -80.9758 valid_0's quantile: 6.76275
[11] valid_0's poisson: -82.2007 valid_0's quantile: 6.48697
[12] valid_0's poisson: -83.4419 valid_0's quantile: 6.21339
[13] valid_0's poisson: -84.6113 valid_0's quantile: 5.98005
[14] valid_0's poisson: -85.7497 valid_0's quantile: 5.75305
[15] valid_0's poisson: -86.8805 valid_0's quantile: 5.54397
[16] valid_0's poisson: -87.9221 valid_0's quantile: 5.35808
[17] valid_0's poisson: -88.8864 valid_0's quantile: 5.18777
[18] valid_0's poisson: -89.8122 valid_0's quantile: 5.03152
[19] valid_0's poisson: -90.675 valid_0's quantile: 4.89058
[20] valid_0's poisson: -91.4818 valid_0's quantile: 4.75649
[21] valid_0's poisson: -92.2097 valid_0's quantile: 4.63171
[22] valid_0's poisson: -92.901 valid_0's quantile: 4.51563
[23] valid_0's poisson: -93.5701 valid_0's quantile: 4.40527
[24] valid_0's poisson: -94.2064 valid_0's quantile: 4.30827
[25] valid_0's poisson: -94.8105 valid_0's quantile: 4.20866
[26] valid_0's poisson: -95.3997 valid_0's quantile: 4.12563
[27] valid_0's poisson: -95.931 valid_0's quantile: 4.03526
[28] valid_0's poisson: -96.4442 valid_0's quantile: 3.96504
[29] valid_0's poisson: -96.901 valid_0's quantile: 3.89783
[30] valid_0's poisson: -97.3685 valid_0's quantile: 3.83241
[31] valid_0's poisson: -97.792 valid_0's quantile: 3.76819
[32] valid_0's poisson: -98.2128 valid_0's quantile: 3.70952
[33] valid_0's poisson: -98.6034 valid_0's quantile: 3.65841
[34] valid_0's poisson: -98.9773 valid_0's quantile: 3.60498
[35] valid_0's poisson: -99.3256 valid_0's quantile: 3.55631
[36] valid_0's poisson: -99.6566 valid_0's quantile: 3.50912
[37] valid_0's poisson: -99.9813 valid_0's quantile: 3.46629
[38] valid_0's poisson: -100.284 valid_0's quantile: 3.42599
[39] valid_0's poisson: -100.575 valid_0's quantile: 3.38419
[40] valid_0's poisson: -100.854 valid_0's quantile: 3.34688
[41] valid_0's poisson: -101.109 valid_0's quantile: 3.30654
[42] valid_0's poisson: -101.325 valid_0's quantile: 3.27952
[43] valid_0's poisson: -101.545 valid_0's quantile: 3.25118
[44] valid_0's poisson: -101.749 valid_0's quantile: 3.22089
[45] valid_0's poisson: -101.948 valid_0's quantile: 3.19269
[46] valid_0's poisson: -102.143 valid_0's quantile: 3.16659
[47] valid_0's poisson: -102.309 valid_0's quantile: 3.14532
[48] valid_0's poisson: -102.467 valid_0's quantile: 3.1264
[49] valid_0's poisson: -102.636 valid_0's quantile: 3.10144
[50] valid_0's poisson: -102.79 valid_0's quantile: 3.0786
[51] valid_0's poisson: -102.934 valid_0's quantile: 3.05918
[52] valid_0's poisson: -103.074 valid_0's quantile: 3.04373
[53] valid_0's poisson: -103.208 valid_0's quantile: 3.0214
[54] valid_0's poisson: -103.333 valid_0's quantile: 3.00678
[55] valid_0's poisson: -103.447 valid_0's quantile: 2.99436
[56] valid_0's poisson: -103.56 valid_0's quantile: 2.9777
[57] valid_0's poisson: -103.662 valid_0's quantile: 2.9653
[58] valid_0's poisson: -103.769 valid_0's quantile: 2.95336
[59] valid_0's poisson: -103.856 valid_0's quantile: 2.93935
[60] valid_0's poisson: -103.948 valid_0's quantile: 2.9289
[61] valid_0's poisson: -104.044 valid_0's quantile: 2.91802
[62] valid_0's poisson: -104.134 valid_0's quantile: 2.90838
[63] valid_0's poisson: -104.213 valid_0's quantile: 2.89972
[64] valid_0's poisson: -104.276 valid_0's quantile: 2.8921
[65] valid_0's poisson: -104.351 valid_0's quantile: 2.88398
[66] valid_0's poisson: -104.416 valid_0's quantile: 2.87691
[67] valid_0's poisson: -104.474 valid_0's quantile: 2.87055
[68] valid_0's poisson: -104.534 valid_0's quantile: 2.86388
[69] valid_0's poisson: -104.595 valid_0's quantile: 2.85585
[70] valid_0's poisson: -104.655 valid_0's quantile: 2.84966
[71] valid_0's poisson: -104.704 valid_0's quantile: 2.8426
[72] valid_0's poisson: -104.747 valid_0's quantile: 2.83655
[73] valid_0's poisson: -104.789 valid_0's quantile: 2.8305
[74] valid_0's poisson: -104.831 valid_0's quantile: 2.82651
[75] valid_0's poisson: -104.863 valid_0's quantile: 2.81845
[76] valid_0's poisson: -104.892 valid_0's quantile: 2.81139
[77] valid_0's poisson: -104.932 valid_0's quantile: 2.80605
[78] valid_0's poisson: -104.964 valid_0's quantile: 2.79653
[79] valid_0's poisson: -104.997 valid_0's quantile: 2.79205
[80] valid_0's poisson: -105.029 valid_0's quantile: 2.78883
[81] valid_0's poisson: -105.069 valid_0's quantile: 2.7764
[82] valid_0's poisson: -105.098 valid_0's quantile: 2.7652
[83] valid_0's poisson: -105.126 valid_0's quantile: 2.76254
[84] valid_0's poisson: -105.152 valid_0's quantile: 2.75984
[85] valid_0's poisson: -105.176 valid_0's quantile: 2.75186
[86] valid_0's poisson: -105.199 valid_0's quantile: 2.74984
[87] valid_0's poisson: -105.224 valid_0's quantile: 2.7476
[88] valid_0's poisson: -105.244 valid_0's quantile: 2.7454
[89] valid_0's poisson: -105.269 valid_0's quantile: 2.74211
[90] valid_0's poisson: -105.287 valid_0's quantile: 2.7382
[91] valid_0's poisson: -105.306 valid_0's quantile: 2.73546
[92] valid_0's poisson: -105.328 valid_0's quantile: 2.73397
[93] valid_0's poisson: -105.349 valid_0's quantile: 2.73178
[94] valid_0's poisson: -105.372 valid_0's quantile: 2.7293
[95] valid_0's poisson: -105.388 valid_0's quantile: 2.72762
[96] valid_0's poisson: -105.405 valid_0's quantile: 2.72588
[97] valid_0's poisson: -105.423 valid_0's quantile: 2.72442
[98] valid_0's poisson: -105.441 valid_0's quantile: 2.72298
[99] valid_0's poisson: -105.457 valid_0's quantile: 2.7214
[100] valid_0's poisson: -105.477 valid_0's quantile: 2.71958
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -65.2813 valid_0's quantile: 10.9516
[2] valid_0's poisson: -67.5697 valid_0's quantile: 10.2916
[3] valid_0's poisson: -69.67 valid_0's quantile: 9.70622
[4] valid_0's poisson: -71.6522 valid_0's quantile: 9.17437
[5] valid_0's poisson: -73.4145 valid_0's quantile: 8.69484
[6] valid_0's poisson: -75.2598 valid_0's quantile: 8.23367
[7] valid_0's poisson: -76.9124 valid_0's quantile: 7.81665
[8] valid_0's poisson: -78.3824 valid_0's quantile: 7.45968
[9] valid_0's poisson: -79.884 valid_0's quantile: 7.10847
[10] valid_0's poisson: -81.2679 valid_0's quantile: 6.78004
[11] valid_0's poisson: -82.5725 valid_0's quantile: 6.49143
[12] valid_0's poisson: -83.7798 valid_0's quantile: 6.23688
[13] valid_0's poisson: -84.8913 valid_0's quantile: 6.00693
[14] valid_0's poisson: -86.0295 valid_0's quantile: 5.79059
[15] valid_0's poisson: -87.0947 valid_0's quantile: 5.58778
[16] valid_0's poisson: -88.0614 valid_0's quantile: 5.40779
[17] valid_0's poisson: -88.9092 valid_0's quantile: 5.24587
[18] valid_0's poisson: -89.8004 valid_0's quantile: 5.08674
[19] valid_0's poisson: -90.6437 valid_0's quantile: 4.93802
[20] valid_0's poisson: -91.4421 valid_0's quantile: 4.79645
[21] valid_0's poisson: -92.1968 valid_0's quantile: 4.67234
[22] valid_0's poisson: -92.8541 valid_0's quantile: 4.55589
[23] valid_0's poisson: -93.526 valid_0's quantile: 4.44108
[24] valid_0's poisson: -94.1628 valid_0's quantile: 4.33882
[25] valid_0's poisson: -94.7473 valid_0's quantile: 4.23439
[26] valid_0's poisson: -95.3326 valid_0's quantile: 4.13765
[27] valid_0's poisson: -95.8465 valid_0's quantile: 4.05541
[28] valid_0's poisson: -96.3326 valid_0's quantile: 3.9816
[29] valid_0's poisson: -96.8306 valid_0's quantile: 3.90683
[30] valid_0's poisson: -97.2929 valid_0's quantile: 3.8422
[31] valid_0's poisson: -97.7537 valid_0's quantile: 3.77196
[32] valid_0's poisson: -98.1822 valid_0's quantile: 3.71135
[33] valid_0's poisson: -98.5935 valid_0's quantile: 3.65172
[34] valid_0's poisson: -98.9883 valid_0's quantile: 3.59117
[35] valid_0's poisson: -99.3423 valid_0's quantile: 3.54149
[36] valid_0's poisson: -99.6729 valid_0's quantile: 3.49583
[37] valid_0's poisson: -99.9915 valid_0's quantile: 3.44846
[38] valid_0's poisson: -100.316 valid_0's quantile: 3.40025
[39] valid_0's poisson: -100.621 valid_0's quantile: 3.35544
[40] valid_0's poisson: -100.883 valid_0's quantile: 3.31966
[41] valid_0's poisson: -101.146 valid_0's quantile: 3.28449
[42] valid_0's poisson: -101.402 valid_0's quantile: 3.24707
[43] valid_0's poisson: -101.637 valid_0's quantile: 3.21502
[44] valid_0's poisson: -101.848 valid_0's quantile: 3.1857
[45] valid_0's poisson: -102.066 valid_0's quantile: 3.15806
[46] valid_0's poisson: -102.269 valid_0's quantile: 3.13253
[47] valid_0's poisson: -102.455 valid_0's quantile: 3.1081
[48] valid_0's poisson: -102.629 valid_0's quantile: 3.08489
[49] valid_0's poisson: -102.784 valid_0's quantile: 3.0648
[50] valid_0's poisson: -102.937 valid_0's quantile: 3.04229
[51] valid_0's poisson: -103.095 valid_0's quantile: 3.0229
[52] valid_0's poisson: -103.233 valid_0's quantile: 3.00018
[53] valid_0's poisson: -103.369 valid_0's quantile: 2.97798
[54] valid_0's poisson: -103.499 valid_0's quantile: 2.96202
[55] valid_0's poisson: -103.627 valid_0's quantile: 2.94671
[56] valid_0's poisson: -103.738 valid_0's quantile: 2.93305
[57] valid_0's poisson: -103.84 valid_0's quantile: 2.92088
[58] valid_0's poisson: -103.947 valid_0's quantile: 2.90888
[59] valid_0's poisson: -104.046 valid_0's quantile: 2.89829
[60] valid_0's poisson: -104.14 valid_0's quantile: 2.88822
[61] valid_0's poisson: -104.229 valid_0's quantile: 2.87709
[62] valid_0's poisson: -104.313 valid_0's quantile: 2.86868
[63] valid_0's poisson: -104.394 valid_0's quantile: 2.86064
[64] valid_0's poisson: -104.469 valid_0's quantile: 2.85201
[65] valid_0's poisson: -104.543 valid_0's quantile: 2.84231
[66] valid_0's poisson: -104.608 valid_0's quantile: 2.83508
[67] valid_0's poisson: -104.674 valid_0's quantile: 2.82617
[68] valid_0's poisson: -104.741 valid_0's quantile: 2.81849
[69] valid_0's poisson: -104.794 valid_0's quantile: 2.81177
[70] valid_0's poisson: -104.855 valid_0's quantile: 2.80448
[71] valid_0's poisson: -104.9 valid_0's quantile: 2.80014
[72] valid_0's poisson: -104.947 valid_0's quantile: 2.79299
[73] valid_0's poisson: -104.991 valid_0's quantile: 2.78804
[74] valid_0's poisson: -105.034 valid_0's quantile: 2.77948
[75] valid_0's poisson: -105.075 valid_0's quantile: 2.77606
[76] valid_0's poisson: -105.118 valid_0's quantile: 2.77229
[77] valid_0's poisson: -105.152 valid_0's quantile: 2.76847
[78] valid_0's poisson: -105.183 valid_0's quantile: 2.76596
[79] valid_0's poisson: -105.215 valid_0's quantile: 2.76053
[80] valid_0's poisson: -105.249 valid_0's quantile: 2.75808
[81] valid_0's poisson: -105.283 valid_0's quantile: 2.75469
[82] valid_0's poisson: -105.308 valid_0's quantile: 2.75148
[83] valid_0's poisson: -105.334 valid_0's quantile: 2.74807
[84] valid_0's poisson: -105.355 valid_0's quantile: 2.7457
[85] valid_0's poisson: -105.383 valid_0's quantile: 2.7432
[86] valid_0's poisson: -105.401 valid_0's quantile: 2.74149
[87] valid_0's poisson: -105.422 valid_0's quantile: 2.73638
[88] valid_0's poisson: -105.44 valid_0's quantile: 2.73142
[89] valid_0's poisson: -105.457 valid_0's quantile: 2.72957
[90] valid_0's poisson: -105.473 valid_0's quantile: 2.72756
[91] valid_0's poisson: -105.495 valid_0's quantile: 2.72585
[92] valid_0's poisson: -105.517 valid_0's quantile: 2.72051
[93] valid_0's poisson: -105.536 valid_0's quantile: 2.71824
[94] valid_0's poisson: -105.552 valid_0's quantile: 2.71701
[95] valid_0's poisson: -105.57 valid_0's quantile: 2.71519
[96] valid_0's poisson: -105.586 valid_0's quantile: 2.7144
[97] valid_0's poisson: -105.603 valid_0's quantile: 2.7132
[98] valid_0's poisson: -105.617 valid_0's quantile: 2.71201
[99] valid_0's poisson: -105.616 valid_0's quantile: 2.71085
[100] valid_0's poisson: -105.627 valid_0's quantile: 2.70978
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -65.9308 valid_0's quantile: 10.9301
[2] valid_0's poisson: -68.23 valid_0's quantile: 10.2417
[3] valid_0's poisson: -70.3225 valid_0's quantile: 9.65108
[4] valid_0's poisson: -72.1866 valid_0's quantile: 9.13241
[5] valid_0's poisson: -73.8642 valid_0's quantile: 8.6606
[6] valid_0's poisson: -75.6296 valid_0's quantile: 8.21557
[7] valid_0's poisson: -77.2005 valid_0's quantile: 7.82303
[8] valid_0's poisson: -78.7623 valid_0's quantile: 7.44123
[9] valid_0's poisson: -80.2541 valid_0's quantile: 7.08892
[10] valid_0's poisson: -81.5577 valid_0's quantile: 6.78204
[11] valid_0's poisson: -82.8309 valid_0's quantile: 6.49919
[12] valid_0's poisson: -84.017 valid_0's quantile: 6.23766
[13] valid_0's poisson: -85.1523 valid_0's quantile: 5.99594
[14] valid_0's poisson: -86.1948 valid_0's quantile: 5.78004
[15] valid_0's poisson: -87.236 valid_0's quantile: 5.58103
[16] valid_0's poisson: -88.2204 valid_0's quantile: 5.39783
[17] valid_0's poisson: -89.1545 valid_0's quantile: 5.22447
[18] valid_0's poisson: -90.0336 valid_0's quantile: 5.07577
[19] valid_0's poisson: -90.8587 valid_0's quantile: 4.92689
[20] valid_0's poisson: -91.6135 valid_0's quantile: 4.80098
[21] valid_0's poisson: -92.3358 valid_0's quantile: 4.68425
[22] valid_0's poisson: -93.0224 valid_0's quantile: 4.57828
[23] valid_0's poisson: -93.6589 valid_0's quantile: 4.47117
[24] valid_0's poisson: -94.2593 valid_0's quantile: 4.37582
[25] valid_0's poisson: -94.8641 valid_0's quantile: 4.28054
[26] valid_0's poisson: -95.4385 valid_0's quantile: 4.18664
[27] valid_0's poisson: -95.9595 valid_0's quantile: 4.09703
[28] valid_0's poisson: -96.4866 valid_0's quantile: 4.01452
[29] valid_0's poisson: -96.9495 valid_0's quantile: 3.94043
[30] valid_0's poisson: -97.4123 valid_0's quantile: 3.87101
[31] valid_0's poisson: -97.8388 valid_0's quantile: 3.81094
[32] valid_0's poisson: -98.2482 valid_0's quantile: 3.75086
[33] valid_0's poisson: -98.6476 valid_0's quantile: 3.69029
[34] valid_0's poisson: -99.0291 valid_0's quantile: 3.6323
[35] valid_0's poisson: -99.3615 valid_0's quantile: 3.57965
[36] valid_0's poisson: -99.7073 valid_0's quantile: 3.52823
[37] valid_0's poisson: -100.03 valid_0's quantile: 3.48184
[38] valid_0's poisson: -100.328 valid_0's quantile: 3.44163
[39] valid_0's poisson: -100.612 valid_0's quantile: 3.40003
[40] valid_0's poisson: -100.873 valid_0's quantile: 3.3624
[41] valid_0's poisson: -101.13 valid_0's quantile: 3.32657
[42] valid_0's poisson: -101.357 valid_0's quantile: 3.29468
[43] valid_0's poisson: -101.596 valid_0's quantile: 3.26175
[44] valid_0's poisson: -101.825 valid_0's quantile: 3.23122
[45] valid_0's poisson: -102.038 valid_0's quantile: 3.20338
[46] valid_0's poisson: -102.228 valid_0's quantile: 3.17447
[47] valid_0's poisson: -102.402 valid_0's quantile: 3.15231
[48] valid_0's poisson: -102.567 valid_0's quantile: 3.12982
[49] valid_0's poisson: -102.733 valid_0's quantile: 3.10908
[50] valid_0's poisson: -102.876 valid_0's quantile: 3.08947
[51] valid_0's poisson: -103.031 valid_0's quantile: 3.06892
[52] valid_0's poisson: -103.17 valid_0's quantile: 3.05324
[53] valid_0's poisson: -103.303 valid_0's quantile: 3.03816
[54] valid_0's poisson: -103.424 valid_0's quantile: 3.02271
[55] valid_0's poisson: -103.552 valid_0's quantile: 3.00795
[56] valid_0's poisson: -103.653 valid_0's quantile: 2.99183
[57] valid_0's poisson: -103.763 valid_0's quantile: 2.97952
[58] valid_0's poisson: -103.864 valid_0's quantile: 2.96672
[59] valid_0's poisson: -103.956 valid_0's quantile: 2.95592
[60] valid_0's poisson: -104.05 valid_0's quantile: 2.93552
[61] valid_0's poisson: -104.143 valid_0's quantile: 2.91773
[62] valid_0's poisson: -104.229 valid_0's quantile: 2.90715
[63] valid_0's poisson: -104.299 valid_0's quantile: 2.89037
[64] valid_0's poisson: -104.364 valid_0's quantile: 2.88326
[65] valid_0's poisson: -104.43 valid_0's quantile: 2.87493
[66] valid_0's poisson: -104.497 valid_0's quantile: 2.8618
[67] valid_0's poisson: -104.557 valid_0's quantile: 2.85482
[68] valid_0's poisson: -104.618 valid_0's quantile: 2.84753
[69] valid_0's poisson: -104.673 valid_0's quantile: 2.84135
[70] valid_0's poisson: -104.72 valid_0's quantile: 2.83566
[71] valid_0's poisson: -104.771 valid_0's quantile: 2.82885
[72] valid_0's poisson: -104.819 valid_0's quantile: 2.82058
[73] valid_0's poisson: -104.864 valid_0's quantile: 2.81684
[74] valid_0's poisson: -104.907 valid_0's quantile: 2.81221
[75] valid_0's poisson: -104.947 valid_0's quantile: 2.80754
[76] valid_0's poisson: -104.986 valid_0's quantile: 2.80374
[77] valid_0's poisson: -105.025 valid_0's quantile: 2.80061
[78] valid_0's poisson: -105.055 valid_0's quantile: 2.79725
[79] valid_0's poisson: -105.085 valid_0's quantile: 2.79478
[80] valid_0's poisson: -105.118 valid_0's quantile: 2.79204
[81] valid_0's poisson: -105.145 valid_0's quantile: 2.78568
[82] valid_0's poisson: -105.166 valid_0's quantile: 2.78363
[83] valid_0's poisson: -105.194 valid_0's quantile: 2.78071
[84] valid_0's poisson: -105.218 valid_0's quantile: 2.77846
[85] valid_0's poisson: -105.243 valid_0's quantile: 2.77447
[86] valid_0's poisson: -105.261 valid_0's quantile: 2.77225
[87] valid_0's poisson: -105.278 valid_0's quantile: 2.77011
[88] valid_0's poisson: -105.291 valid_0's quantile: 2.76503
[89] valid_0's poisson: -105.313 valid_0's quantile: 2.76291
[90] valid_0's poisson: -105.334 valid_0's quantile: 2.76004
[91] valid_0's poisson: -105.35 valid_0's quantile: 2.75213
[92] valid_0's poisson: -105.367 valid_0's quantile: 2.74973
[93] valid_0's poisson: -105.387 valid_0's quantile: 2.74765
[94] valid_0's poisson: -105.404 valid_0's quantile: 2.74471
[95] valid_0's poisson: -105.419 valid_0's quantile: 2.74219
[96] valid_0's poisson: -105.432 valid_0's quantile: 2.7409
[97] valid_0's poisson: -105.449 valid_0's quantile: 2.73939
[98] valid_0's poisson: -105.464 valid_0's quantile: 2.73827
[99] valid_0's poisson: -105.481 valid_0's quantile: 2.73726
[100] valid_0's poisson: -105.493 valid_0's quantile: 2.7361
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.6681 valid_0's quantile: 10.9656
[2] valid_0's poisson: -66.9016 valid_0's quantile: 10.3259
[3] valid_0's poisson: -69.0034 valid_0's quantile: 9.73964
[4] valid_0's poisson: -70.9257 valid_0's quantile: 9.21685
[5] valid_0's poisson: -72.8763 valid_0's quantile: 8.72359
[6] valid_0's poisson: -74.5446 valid_0's quantile: 8.30605
[7] valid_0's poisson: -76.2226 valid_0's quantile: 7.87984
[8] valid_0's poisson: -77.768 valid_0's quantile: 7.514
[9] valid_0's poisson: -79.2768 valid_0's quantile: 7.16416
[10] valid_0's poisson: -80.739 valid_0's quantile: 6.83722
[11] valid_0's poisson: -82.0726 valid_0's quantile: 6.5604
[12] valid_0's poisson: -83.3364 valid_0's quantile: 6.30055
[13] valid_0's poisson: -84.466 valid_0's quantile: 6.05389
[14] valid_0's poisson: -85.5524 valid_0's quantile: 5.84313
[15] valid_0's poisson: -86.5642 valid_0's quantile: 5.65355
[16] valid_0's poisson: -87.6328 valid_0's quantile: 5.45216
[17] valid_0's poisson: -88.5206 valid_0's quantile: 5.28446
[18] valid_0's poisson: -89.4432 valid_0's quantile: 5.12009
[19] valid_0's poisson: -90.2513 valid_0's quantile: 4.97753
[20] valid_0's poisson: -91.088 valid_0's quantile: 4.8386
[21] valid_0's poisson: -91.8375 valid_0's quantile: 4.71116
[22] valid_0's poisson: -92.555 valid_0's quantile: 4.5848
[23] valid_0's poisson: -93.2387 valid_0's quantile: 4.47205
[24] valid_0's poisson: -93.8528 valid_0's quantile: 4.3694
[25] valid_0's poisson: -94.4821 valid_0's quantile: 4.26882
[26] valid_0's poisson: -95.0771 valid_0's quantile: 4.17193
[27] valid_0's poisson: -95.6242 valid_0's quantile: 4.08575
[28] valid_0's poisson: -96.1311 valid_0's quantile: 4.00525
[29] valid_0's poisson: -96.6456 valid_0's quantile: 3.92767
[30] valid_0's poisson: -97.1294 valid_0's quantile: 3.85573
[31] valid_0's poisson: -97.5811 valid_0's quantile: 3.79148
[32] valid_0's poisson: -98.0086 valid_0's quantile: 3.73022
[33] valid_0's poisson: -98.4322 valid_0's quantile: 3.67122
[34] valid_0's poisson: -98.8339 valid_0's quantile: 3.61427
[35] valid_0's poisson: -99.1919 valid_0's quantile: 3.56096
[36] valid_0's poisson: -99.5447 valid_0's quantile: 3.51411
[37] valid_0's poisson: -99.8744 valid_0's quantile: 3.46808
[38] valid_0's poisson: -100.187 valid_0's quantile: 3.425
[39] valid_0's poisson: -100.468 valid_0's quantile: 3.38674
[40] valid_0's poisson: -100.737 valid_0's quantile: 3.35225
[41] valid_0's poisson: -100.99 valid_0's quantile: 3.31979
[42] valid_0's poisson: -101.24 valid_0's quantile: 3.2814
[43] valid_0's poisson: -101.473 valid_0's quantile: 3.24218
[44] valid_0's poisson: -101.703 valid_0's quantile: 3.21403
[45] valid_0's poisson: -101.91 valid_0's quantile: 3.18054
[46] valid_0's poisson: -102.097 valid_0's quantile: 3.1586
[47] valid_0's poisson: -102.277 valid_0's quantile: 3.13474
[48] valid_0's poisson: -102.451 valid_0's quantile: 3.11281
[49] valid_0's poisson: -102.609 valid_0's quantile: 3.09272
[50] valid_0's poisson: -102.766 valid_0's quantile: 3.07517
[51] valid_0's poisson: -102.919 valid_0's quantile: 3.05544
[52] valid_0's poisson: -103.055 valid_0's quantile: 3.03779
[53] valid_0's poisson: -103.188 valid_0's quantile: 3.01837
[54] valid_0's poisson: -103.319 valid_0's quantile: 3.00334
[55] valid_0's poisson: -103.448 valid_0's quantile: 2.98835
[56] valid_0's poisson: -103.567 valid_0's quantile: 2.97287
[57] valid_0's poisson: -103.668 valid_0's quantile: 2.96108
[58] valid_0's poisson: -103.773 valid_0's quantile: 2.94315
[59] valid_0's poisson: -103.872 valid_0's quantile: 2.93229
[60] valid_0's poisson: -103.971 valid_0's quantile: 2.92132
[61] valid_0's poisson: -104.067 valid_0's quantile: 2.91051
[62] valid_0's poisson: -104.152 valid_0's quantile: 2.90183
[63] valid_0's poisson: -104.231 valid_0's quantile: 2.89357
[64] valid_0's poisson: -104.306 valid_0's quantile: 2.88382
[65] valid_0's poisson: -104.373 valid_0's quantile: 2.87577
[66] valid_0's poisson: -104.44 valid_0's quantile: 2.86798
[67] valid_0's poisson: -104.502 valid_0's quantile: 2.86221
[68] valid_0's poisson: -104.562 valid_0's quantile: 2.85275
[69] valid_0's poisson: -104.62 valid_0's quantile: 2.84616
[70] valid_0's poisson: -104.674 valid_0's quantile: 2.83802
[71] valid_0's poisson: -104.718 valid_0's quantile: 2.83389
[72] valid_0's poisson: -104.766 valid_0's quantile: 2.82845
[73] valid_0's poisson: -104.809 valid_0's quantile: 2.82348
[74] valid_0's poisson: -104.851 valid_0's quantile: 2.81878
[75] valid_0's poisson: -104.889 valid_0's quantile: 2.81348
[76] valid_0's poisson: -104.924 valid_0's quantile: 2.80526
[77] valid_0's poisson: -104.959 valid_0's quantile: 2.80182
[78] valid_0's poisson: -104.989 valid_0's quantile: 2.79788
[79] valid_0's poisson: -105.027 valid_0's quantile: 2.78998
[80] valid_0's poisson: -105.062 valid_0's quantile: 2.78611
[81] valid_0's poisson: -105.095 valid_0's quantile: 2.78364
[82] valid_0's poisson: -105.117 valid_0's quantile: 2.78153
[83] valid_0's poisson: -105.139 valid_0's quantile: 2.7773
[84] valid_0's poisson: -105.173 valid_0's quantile: 2.77304
[85] valid_0's poisson: -105.197 valid_0's quantile: 2.7706
[86] valid_0's poisson: -105.221 valid_0's quantile: 2.76865
[87] valid_0's poisson: -105.244 valid_0's quantile: 2.76551
[88] valid_0's poisson: -105.269 valid_0's quantile: 2.76363
[89] valid_0's poisson: -105.288 valid_0's quantile: 2.76209
[90] valid_0's poisson: -105.307 valid_0's quantile: 2.7604
[91] valid_0's poisson: -105.328 valid_0's quantile: 2.75848
[92] valid_0's poisson: -105.346 valid_0's quantile: 2.75688
[93] valid_0's poisson: -105.37 valid_0's quantile: 2.75117
[94] valid_0's poisson: -105.392 valid_0's quantile: 2.74901
[95] valid_0's poisson: -105.413 valid_0's quantile: 2.74478
[96] valid_0's poisson: -105.434 valid_0's quantile: 2.73911
[97] valid_0's poisson: -105.45 valid_0's quantile: 2.73708
[98] valid_0's poisson: -105.467 valid_0's quantile: 2.73548
[99] valid_0's poisson: -105.48 valid_0's quantile: 2.7345
[100] valid_0's poisson: -105.494 valid_0's quantile: 2.7333
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -91.533 valid_0's quantile: 5.35155
[2] valid_0's poisson: -96.3848 valid_0's quantile: 4.35439
[3] valid_0's poisson: -99.563 valid_0's quantile: 3.98008
[4] valid_0's poisson: -100.317 valid_0's quantile: 3.73716
[5] valid_0's poisson: -100.597 valid_0's quantile: 3.67807
[6] valid_0's poisson: -100.709 valid_0's quantile: 3.64869
[7] valid_0's poisson: -100.945 valid_0's quantile: 3.62433
[8] valid_0's poisson: -100.947 valid_0's quantile: 3.6214
[9] valid_0's poisson: -100.842 valid_0's quantile: 3.57343
[10] valid_0's poisson: -101.478 valid_0's quantile: 3.48296
[11] valid_0's poisson: -101.635 valid_0's quantile: 3.45767
[12] valid_0's poisson: -101.648 valid_0's quantile: 3.42297
[13] valid_0's poisson: -101.971 valid_0's quantile: 3.42806
[14] valid_0's poisson: -102.023 valid_0's quantile: 3.39851
[15] valid_0's poisson: -102.113 valid_0's quantile: 3.38676
[16] valid_0's poisson: -102.193 valid_0's quantile: 3.38443
[17] valid_0's poisson: -102.12 valid_0's quantile: 3.39263
[18] valid_0's poisson: -102.23 valid_0's quantile: 3.38617
[19] valid_0's poisson: -102.255 valid_0's quantile: 3.38879
[20] valid_0's poisson: -102.251 valid_0's quantile: 3.38404
[21] valid_0's poisson: -102.171 valid_0's quantile: 3.3863
[22] valid_0's poisson: -102.439 valid_0's quantile: 3.36375
[23] valid_0's poisson: -102.414 valid_0's quantile: 3.35704
[24] valid_0's poisson: -102.632 valid_0's quantile: 3.33284
[25] valid_0's poisson: -102.638 valid_0's quantile: 3.32394
[26] valid_0's poisson: -102.725 valid_0's quantile: 3.32815
[27] valid_0's poisson: -102.66 valid_0's quantile: 3.32241
[28] valid_0's poisson: -102.629 valid_0's quantile: 3.32404
[29] valid_0's poisson: -102.605 valid_0's quantile: 3.32813
[30] valid_0's poisson: -102.604 valid_0's quantile: 3.32757
[31] valid_0's poisson: -102.58 valid_0's quantile: 3.32787
[32] valid_0's poisson: -102.651 valid_0's quantile: 3.30784
[33] valid_0's poisson: -102.65 valid_0's quantile: 3.2991
[34] valid_0's poisson: -102.712 valid_0's quantile: 3.28704
[35] valid_0's poisson: -102.741 valid_0's quantile: 3.2882
[36] valid_0's poisson: -102.831 valid_0's quantile: 3.28722
[37] valid_0's poisson: -102.76 valid_0's quantile: 3.29369
[38] valid_0's poisson: -102.709 valid_0's quantile: 3.29251
[39] valid_0's poisson: -102.73 valid_0's quantile: 3.28944
[40] valid_0's poisson: -102.692 valid_0's quantile: 3.29097
[41] valid_0's poisson: -102.701 valid_0's quantile: 3.29292
[42] valid_0's poisson: -102.675 valid_0's quantile: 3.29011
[43] valid_0's poisson: -102.817 valid_0's quantile: 3.29284
[44] valid_0's poisson: -102.765 valid_0's quantile: 3.28828
[45] valid_0's poisson: -102.739 valid_0's quantile: 3.28137
[46] valid_0's poisson: -102.767 valid_0's quantile: 3.2805
[47] valid_0's poisson: -102.73 valid_0's quantile: 3.27702
[48] valid_0's poisson: -102.822 valid_0's quantile: 3.26909
[49] valid_0's poisson: -102.862 valid_0's quantile: 3.23728
[50] valid_0's poisson: -102.857 valid_0's quantile: 3.23967
[51] valid_0's poisson: -102.882 valid_0's quantile: 3.23572
[52] valid_0's poisson: -102.884 valid_0's quantile: 3.23966
[53] valid_0's poisson: -102.873 valid_0's quantile: 3.23607
[54] valid_0's poisson: -102.875 valid_0's quantile: 3.24153
[55] valid_0's poisson: -102.862 valid_0's quantile: 3.23931
[56] valid_0's poisson: -102.805 valid_0's quantile: 3.24432
[57] valid_0's poisson: -102.945 valid_0's quantile: 3.24133
[58] valid_0's poisson: -102.934 valid_0's quantile: 3.23814
[59] valid_0's poisson: -102.944 valid_0's quantile: 3.23837
[60] valid_0's poisson: -102.894 valid_0's quantile: 3.23926
[61] valid_0's poisson: -102.886 valid_0's quantile: 3.24166
[62] valid_0's poisson: -103.006 valid_0's quantile: 3.2359
[63] valid_0's poisson: -103.025 valid_0's quantile: 3.21133
[64] valid_0's poisson: -103.031 valid_0's quantile: 3.21527
[65] valid_0's poisson: -102.96 valid_0's quantile: 3.21412
[66] valid_0's poisson: -103.014 valid_0's quantile: 3.20935
[67] valid_0's poisson: -103.146 valid_0's quantile: 3.20905
[68] valid_0's poisson: -103.13 valid_0's quantile: 3.21402
[69] valid_0's poisson: -103.077 valid_0's quantile: 3.21032
[70] valid_0's poisson: -103.171 valid_0's quantile: 3.21158
[71] valid_0's poisson: -103.129 valid_0's quantile: 3.20912
[72] valid_0's poisson: -103.136 valid_0's quantile: 3.21205
[73] valid_0's poisson: -103.133 valid_0's quantile: 3.21457
[74] valid_0's poisson: -103.133 valid_0's quantile: 3.21014
[75] valid_0's poisson: -103.062 valid_0's quantile: 3.21184
[76] valid_0's poisson: -103.086 valid_0's quantile: 3.21398
[77] valid_0's poisson: -103.176 valid_0's quantile: 3.21485
[78] valid_0's poisson: -103.205 valid_0's quantile: 3.20728
[79] valid_0's poisson: -103.17 valid_0's quantile: 3.20752
[80] valid_0's poisson: -103.155 valid_0's quantile: 3.20907
[81] valid_0's poisson: -103.154 valid_0's quantile: 3.21198
[82] valid_0's poisson: -103.099 valid_0's quantile: 3.21157
[83] valid_0's poisson: -103.119 valid_0's quantile: 3.21276
[84] valid_0's poisson: -103.092 valid_0's quantile: 3.22002
[85] valid_0's poisson: -102.989 valid_0's quantile: 3.22474
[86] valid_0's poisson: -103.045 valid_0's quantile: 3.21707
[87] valid_0's poisson: -103.08 valid_0's quantile: 3.21687
[88] valid_0's poisson: -103.095 valid_0's quantile: 3.21725
[89] valid_0's poisson: -103.24 valid_0's quantile: 3.21882
[90] valid_0's poisson: -103.266 valid_0's quantile: 3.22031
[91] valid_0's poisson: -103.191 valid_0's quantile: 3.22032
[92] valid_0's poisson: -103.225 valid_0's quantile: 3.21928
[93] valid_0's poisson: -103.206 valid_0's quantile: 3.21754
[94] valid_0's poisson: -103.218 valid_0's quantile: 3.21558
[95] valid_0's poisson: -103.22 valid_0's quantile: 3.21012
[96] valid_0's poisson: -103.244 valid_0's quantile: 3.20754
[97] valid_0's poisson: -103.277 valid_0's quantile: 3.20749
[98] valid_0's poisson: -103.267 valid_0's quantile: 3.20754
[99] valid_0's poisson: -103.252 valid_0's quantile: 3.20673
[100] valid_0's poisson: -103.312 valid_0's quantile: 3.20762
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=1.0, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -91.5562 valid_0's quantile: 5.391
[2] valid_0's poisson: -96.4984 valid_0's quantile: 4.39581
[3] valid_0's poisson: -98.8518 valid_0's quantile: 3.98086
[4] valid_0's poisson: -99.2596 valid_0's quantile: 3.88846
[5] valid_0's poisson: -99.1343 valid_0's quantile: 3.84771
[6] valid_0's poisson: -99.5197 valid_0's quantile: 3.80017
[7] valid_0's poisson: -100.145 valid_0's quantile: 3.70279
[8] valid_0's poisson: -100.381 valid_0's quantile: 3.66912
[9] valid_0's poisson: -100.612 valid_0's quantile: 3.58876
[10] valid_0's poisson: -101.117 valid_0's quantile: 3.55061
[11] valid_0's poisson: -101.189 valid_0's quantile: 3.53426
[12] valid_0's poisson: -101.205 valid_0's quantile: 3.53446
[13] valid_0's poisson: -101.215 valid_0's quantile: 3.53851
[14] valid_0's poisson: -101.188 valid_0's quantile: 3.51635
[15] valid_0's poisson: -101.257 valid_0's quantile: 3.51047
[16] valid_0's poisson: -101.407 valid_0's quantile: 3.49314
[17] valid_0's poisson: -101.369 valid_0's quantile: 3.49872
[18] valid_0's poisson: -101.314 valid_0's quantile: 3.48118
[19] valid_0's poisson: -101.345 valid_0's quantile: 3.46127
[20] valid_0's poisson: -101.603 valid_0's quantile: 3.4486
[21] valid_0's poisson: -101.548 valid_0's quantile: 3.43886
[22] valid_0's poisson: -102.008 valid_0's quantile: 3.38374
[23] valid_0's poisson: -102.036 valid_0's quantile: 3.38241
[24] valid_0's poisson: -102.088 valid_0's quantile: 3.37182
[25] valid_0's poisson: -102.118 valid_0's quantile: 3.37319
[26] valid_0's poisson: -102.12 valid_0's quantile: 3.37684
[27] valid_0's poisson: -102.023 valid_0's quantile: 3.38089
[28] valid_0's poisson: -102.099 valid_0's quantile: 3.36345
[29] valid_0's poisson: -102.139 valid_0's quantile: 3.36496
[30] valid_0's poisson: -102.196 valid_0's quantile: 3.34982
[31] valid_0's poisson: -102.181 valid_0's quantile: 3.3303
[32] valid_0's poisson: -102.223 valid_0's quantile: 3.32457
[33] valid_0's poisson: -102.319 valid_0's quantile: 3.30948
[34] valid_0's poisson: -102.363 valid_0's quantile: 3.30629
[35] valid_0's poisson: -102.249 valid_0's quantile: 3.30437
[36] valid_0's poisson: -102.258 valid_0's quantile: 3.30627
[37] valid_0's poisson: -102.264 valid_0's quantile: 3.30455
[38] valid_0's poisson: -102.369 valid_0's quantile: 3.30866
[39] valid_0's poisson: -102.42 valid_0's quantile: 3.31304
[40] valid_0's poisson: -102.425 valid_0's quantile: 3.31527
[41] valid_0's poisson: -102.407 valid_0's quantile: 3.30887
[42] valid_0's poisson: -102.381 valid_0's quantile: 3.31303
[43] valid_0's poisson: -102.516 valid_0's quantile: 3.30433
[44] valid_0's poisson: -102.499 valid_0's quantile: 3.28687
[45] valid_0's poisson: -102.636 valid_0's quantile: 3.28949
[46] valid_0's poisson: -102.506 valid_0's quantile: 3.29652
[47] valid_0's poisson: -102.552 valid_0's quantile: 3.29073
[48] valid_0's poisson: -102.553 valid_0's quantile: 3.29534
[49] valid_0's poisson: -102.656 valid_0's quantile: 3.27829
[50] valid_0's poisson: -102.7 valid_0's quantile: 3.28511
[51] valid_0's poisson: -102.732 valid_0's quantile: 3.28721
[52] valid_0's poisson: -102.73 valid_0's quantile: 3.27722
[53] valid_0's poisson: -102.743 valid_0's quantile: 3.26562
[54] valid_0's poisson: -102.761 valid_0's quantile: 3.2652
[55] valid_0's poisson: -102.738 valid_0's quantile: 3.2684
[56] valid_0's poisson: -102.815 valid_0's quantile: 3.26444
[57] valid_0's poisson: -102.764 valid_0's quantile: 3.2742
[58] valid_0's poisson: -102.747 valid_0's quantile: 3.27206
[59] valid_0's poisson: -102.894 valid_0's quantile: 3.26422
[60] valid_0's poisson: -102.847 valid_0's quantile: 3.2715
[61] valid_0's poisson: -102.863 valid_0's quantile: 3.27516
[62] valid_0's poisson: -102.838 valid_0's quantile: 3.27168
[63] valid_0's poisson: -102.824 valid_0's quantile: 3.27431
[64] valid_0's poisson: -102.6 valid_0's quantile: 3.27404
[65] valid_0's poisson: -102.75 valid_0's quantile: 3.26552
[66] valid_0's poisson: -102.776 valid_0's quantile: 3.26535
[67] valid_0's poisson: -102.83 valid_0's quantile: 3.26406
[68] valid_0's poisson: -102.843 valid_0's quantile: 3.27182
[69] valid_0's poisson: -102.828 valid_0's quantile: 3.27178
[70] valid_0's poisson: -102.82 valid_0's quantile: 3.27137
[71] valid_0's poisson: -102.947 valid_0's quantile: 3.27129
[72] valid_0's poisson: -102.892 valid_0's quantile: 3.27312
[73] valid_0's poisson: -102.913 valid_0's quantile: 3.27414
[74] valid_0's poisson: -102.954 valid_0's quantile: 3.27809
[75] valid_0's poisson: -102.982 valid_0's quantile: 3.27586
[76] valid_0's poisson: -102.953 valid_0's quantile: 3.27843
[77] valid_0's poisson: -102.972 valid_0's quantile: 3.27391
[78] valid_0's poisson: -102.96 valid_0's quantile: 3.26691
[79] valid_0's poisson: -102.91 valid_0's quantile: 3.26683
[80] valid_0's poisson: -102.926 valid_0's quantile: 3.26876
[81] valid_0's poisson: -102.966 valid_0's quantile: 3.27068
[82] valid_0's poisson: -102.983 valid_0's quantile: 3.27272
[83] valid_0's poisson: -102.975 valid_0's quantile: 3.26786
[84] valid_0's poisson: -102.988 valid_0's quantile: 3.26271
[85] valid_0's poisson: -102.947 valid_0's quantile: 3.2583
[86] valid_0's poisson: -102.959 valid_0's quantile: 3.25921
[87] valid_0's poisson: -102.939 valid_0's quantile: 3.26191
[88] valid_0's poisson: -102.933 valid_0's quantile: 3.25944
[89] valid_0's poisson: -102.943 valid_0's quantile: 3.26207
[90] valid_0's poisson: -102.951 valid_0's quantile: 3.26144
[91] valid_0's poisson: -102.94 valid_0's quantile: 3.26401
[92] valid_0's poisson: -102.968 valid_0's quantile: 3.26512
[93] valid_0's poisson: -102.981 valid_0's quantile: 3.26336
[94] valid_0's poisson: -102.973 valid_0's quantile: 3.26417
[95] valid_0's poisson: -102.858 valid_0's quantile: 3.26367
[96] valid_0's poisson: -102.965 valid_0's quantile: 3.26543
[97] valid_0's poisson: -102.96 valid_0's quantile: 3.26541
[98] valid_0's poisson: -102.877 valid_0's quantile: 3.26189
[99] valid_0's poisson: -102.898 valid_0's quantile: 3.26203
[100] valid_0's poisson: -102.962 valid_0's quantile: 3.25189
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -91.4924 valid_0's quantile: 5.33623
[2] valid_0's poisson: -96.9841 valid_0's quantile: 4.22824
[3] valid_0's poisson: -99.7878 valid_0's quantile: 3.74636
[4] valid_0's poisson: -100.277 valid_0's quantile: 3.53806
[5] valid_0's poisson: -100.645 valid_0's quantile: 3.50328
[6] valid_0's poisson: -100.589 valid_0's quantile: 3.46604
[7] valid_0's poisson: -101.169 valid_0's quantile: 3.39621
[8] valid_0's poisson: -101.301 valid_0's quantile: 3.37431
[9] valid_0's poisson: -101.414 valid_0's quantile: 3.3494
[10] valid_0's poisson: -101.661 valid_0's quantile: 3.323
[11] valid_0's poisson: -101.558 valid_0's quantile: 3.33303
[12] valid_0's poisson: -101.611 valid_0's quantile: 3.33909
[13] valid_0's poisson: -101.715 valid_0's quantile: 3.30304
[14] valid_0's poisson: -101.807 valid_0's quantile: 3.30003
[15] valid_0's poisson: -101.733 valid_0's quantile: 3.29378
[16] valid_0's poisson: -101.619 valid_0's quantile: 3.29325
[17] valid_0's poisson: -101.732 valid_0's quantile: 3.27715
[18] valid_0's poisson: -101.852 valid_0's quantile: 3.25746
[19] valid_0's poisson: -101.768 valid_0's quantile: 3.26381
[20] valid_0's poisson: -101.771 valid_0's quantile: 3.26116
[21] valid_0's poisson: -101.887 valid_0's quantile: 3.25845
[22] valid_0's poisson: -101.888 valid_0's quantile: 3.25626
[23] valid_0's poisson: -101.946 valid_0's quantile: 3.24164
[24] valid_0's poisson: -101.866 valid_0's quantile: 3.22988
[25] valid_0's poisson: -101.918 valid_0's quantile: 3.22944
[26] valid_0's poisson: -101.942 valid_0's quantile: 3.21929
[27] valid_0's poisson: -102.05 valid_0's quantile: 3.21672
[28] valid_0's poisson: -102.017 valid_0's quantile: 3.21509
[29] valid_0's poisson: -102.075 valid_0's quantile: 3.21499
[30] valid_0's poisson: -102.229 valid_0's quantile: 3.21187
[31] valid_0's poisson: -102.217 valid_0's quantile: 3.2075
[32] valid_0's poisson: -102.265 valid_0's quantile: 3.21022
[33] valid_0's poisson: -102.253 valid_0's quantile: 3.20937
[34] valid_0's poisson: -102.291 valid_0's quantile: 3.21385
[35] valid_0's poisson: -102.305 valid_0's quantile: 3.20796
[36] valid_0's poisson: -102.281 valid_0's quantile: 3.20933
[37] valid_0's poisson: -102.238 valid_0's quantile: 3.21028
[38] valid_0's poisson: -102.251 valid_0's quantile: 3.21239
[39] valid_0's poisson: -102.406 valid_0's quantile: 3.20134
[40] valid_0's poisson: -102.497 valid_0's quantile: 3.19457
[41] valid_0's poisson: -102.512 valid_0's quantile: 3.19823
[42] valid_0's poisson: -102.438 valid_0's quantile: 3.19719
[43] valid_0's poisson: -102.433 valid_0's quantile: 3.19407
[44] valid_0's poisson: -102.473 valid_0's quantile: 3.19264
[45] valid_0's poisson: -102.488 valid_0's quantile: 3.18535
[46] valid_0's poisson: -102.489 valid_0's quantile: 3.18785
[47] valid_0's poisson: -102.47 valid_0's quantile: 3.18404
[48] valid_0's poisson: -102.512 valid_0's quantile: 3.1833
[49] valid_0's poisson: -102.521 valid_0's quantile: 3.18749
[50] valid_0's poisson: -102.536 valid_0's quantile: 3.18643
[51] valid_0's poisson: -102.556 valid_0's quantile: 3.18435
[52] valid_0's poisson: -102.508 valid_0's quantile: 3.18259
[53] valid_0's poisson: -102.579 valid_0's quantile: 3.18106
[54] valid_0's poisson: -102.521 valid_0's quantile: 3.18321
[55] valid_0's poisson: -102.538 valid_0's quantile: 3.18405
[56] valid_0's poisson: -102.556 valid_0's quantile: 3.18535
[57] valid_0's poisson: -102.544 valid_0's quantile: 3.18532
[58] valid_0's poisson: -102.55 valid_0's quantile: 3.18501
[59] valid_0's poisson: -102.567 valid_0's quantile: 3.18109
[60] valid_0's poisson: -102.57 valid_0's quantile: 3.18097
[61] valid_0's poisson: -102.567 valid_0's quantile: 3.17608
[62] valid_0's poisson: -102.546 valid_0's quantile: 3.17634
[63] valid_0's poisson: -102.556 valid_0's quantile: 3.17165
[64] valid_0's poisson: -102.603 valid_0's quantile: 3.16617
[65] valid_0's poisson: -102.6 valid_0's quantile: 3.16442
[66] valid_0's poisson: -102.569 valid_0's quantile: 3.16092
[67] valid_0's poisson: -102.586 valid_0's quantile: 3.15751
[68] valid_0's poisson: -102.645 valid_0's quantile: 3.16364
[69] valid_0's poisson: -102.633 valid_0's quantile: 3.1625
[70] valid_0's poisson: -102.629 valid_0's quantile: 3.15037
[71] valid_0's poisson: -102.71 valid_0's quantile: 3.14818
[72] valid_0's poisson: -103.157 valid_0's quantile: 3.10796
[73] valid_0's poisson: -103.137 valid_0's quantile: 3.10394
[74] valid_0's poisson: -103.165 valid_0's quantile: 3.09498
[75] valid_0's poisson: -103.125 valid_0's quantile: 3.09442
[76] valid_0's poisson: -103.096 valid_0's quantile: 3.09375
[77] valid_0's poisson: -103.19 valid_0's quantile: 3.09609
[78] valid_0's poisson: -103.155 valid_0's quantile: 3.09312
[79] valid_0's poisson: -103.146 valid_0's quantile: 3.08635
[80] valid_0's poisson: -103.179 valid_0's quantile: 3.07432
[81] valid_0's poisson: -103.1 valid_0's quantile: 3.06877
[82] valid_0's poisson: -103.101 valid_0's quantile: 3.06705
[83] valid_0's poisson: -103.137 valid_0's quantile: 3.06175
[84] valid_0's poisson: -103.191 valid_0's quantile: 3.06027
[85] valid_0's poisson: -103.184 valid_0's quantile: 3.05829
[86] valid_0's poisson: -103.178 valid_0's quantile: 3.05428
[87] valid_0's poisson: -103.255 valid_0's quantile: 3.05876
[88] valid_0's poisson: -103.255 valid_0's quantile: 3.05993
[89] valid_0's poisson: -103.264 valid_0's quantile: 3.05954
[90] valid_0's poisson: -103.172 valid_0's quantile: 3.06208
[91] valid_0's poisson: -103.189 valid_0's quantile: 3.05856
[92] valid_0's poisson: -103.146 valid_0's quantile: 3.05378
[93] valid_0's poisson: -103.155 valid_0's quantile: 3.05582
[94] valid_0's poisson: -103.162 valid_0's quantile: 3.05705
[95] valid_0's poisson: -103.178 valid_0's quantile: 3.06027
[96] valid_0's poisson: -103.226 valid_0's quantile: 3.06057
[97] valid_0's poisson: -103.249 valid_0's quantile: 3.05415
[98] valid_0's poisson: -103.266 valid_0's quantile: 3.05613
[99] valid_0's poisson: -103.267 valid_0's quantile: 3.05842
[100] valid_0's poisson: -103.236 valid_0's quantile: 3.05929
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -91.2466 valid_0's quantile: 5.48929
[2] valid_0's poisson: -97.0885 valid_0's quantile: 4.38269
[3] valid_0's poisson: -99.4618 valid_0's quantile: 3.8941
[4] valid_0's poisson: -100.585 valid_0's quantile: 3.69317
[5] valid_0's poisson: -100.675 valid_0's quantile: 3.57365
[6] valid_0's poisson: -101.322 valid_0's quantile: 3.49496
[7] valid_0's poisson: -101.383 valid_0's quantile: 3.48595
[8] valid_0's poisson: -101.327 valid_0's quantile: 3.44625
[9] valid_0's poisson: -101.553 valid_0's quantile: 3.40381
[10] valid_0's poisson: -101.781 valid_0's quantile: 3.36003
[11] valid_0's poisson: -102.164 valid_0's quantile: 3.33312
[12] valid_0's poisson: -102.062 valid_0's quantile: 3.32667
[13] valid_0's poisson: -102.136 valid_0's quantile: 3.30667
[14] valid_0's poisson: -102.257 valid_0's quantile: 3.30319
[15] valid_0's poisson: -102.301 valid_0's quantile: 3.31002
[16] valid_0's poisson: -102.318 valid_0's quantile: 3.30266
[17] valid_0's poisson: -102.416 valid_0's quantile: 3.3035
[18] valid_0's poisson: -102.472 valid_0's quantile: 3.30713
[19] valid_0's poisson: -102.47 valid_0's quantile: 3.30726
[20] valid_0's poisson: -102.54 valid_0's quantile: 3.29006
[21] valid_0's poisson: -102.484 valid_0's quantile: 3.28322
[22] valid_0's poisson: -102.591 valid_0's quantile: 3.28404
[23] valid_0's poisson: -102.547 valid_0's quantile: 3.29051
[24] valid_0's poisson: -102.608 valid_0's quantile: 3.28551
[25] valid_0's poisson: -102.712 valid_0's quantile: 3.27649
[26] valid_0's poisson: -102.73 valid_0's quantile: 3.27262
[27] valid_0's poisson: -102.945 valid_0's quantile: 3.2478
[28] valid_0's poisson: -102.929 valid_0's quantile: 3.25411
[29] valid_0's poisson: -102.889 valid_0's quantile: 3.25066
[30] valid_0's poisson: -102.934 valid_0's quantile: 3.24884
[31] valid_0's poisson: -102.996 valid_0's quantile: 3.24898
[32] valid_0's poisson: -103.055 valid_0's quantile: 3.24447
[33] valid_0's poisson: -102.952 valid_0's quantile: 3.24467
[34] valid_0's poisson: -102.96 valid_0's quantile: 3.24639
[35] valid_0's poisson: -102.955 valid_0's quantile: 3.24057
[36] valid_0's poisson: -102.977 valid_0's quantile: 3.25457
[37] valid_0's poisson: -103.066 valid_0's quantile: 3.26068
[38] valid_0's poisson: -102.982 valid_0's quantile: 3.26502
[39] valid_0's poisson: -102.879 valid_0's quantile: 3.27203
[40] valid_0's poisson: -102.928 valid_0's quantile: 3.27118
[41] valid_0's poisson: -102.859 valid_0's quantile: 3.26468
[42] valid_0's poisson: -102.903 valid_0's quantile: 3.26491
[43] valid_0's poisson: -102.898 valid_0's quantile: 3.2619
[44] valid_0's poisson: -102.804 valid_0's quantile: 3.26317
[45] valid_0's poisson: -102.795 valid_0's quantile: 3.2624
[46] valid_0's poisson: -102.92 valid_0's quantile: 3.2582
[47] valid_0's poisson: -102.929 valid_0's quantile: 3.254
[48] valid_0's poisson: -102.869 valid_0's quantile: 3.25905
[49] valid_0's poisson: -102.797 valid_0's quantile: 3.25991
[50] valid_0's poisson: -102.745 valid_0's quantile: 3.26015
[51] valid_0's poisson: -102.778 valid_0's quantile: 3.26925
[52] valid_0's poisson: -102.802 valid_0's quantile: 3.26976
[53] valid_0's poisson: -102.789 valid_0's quantile: 3.26078
[54] valid_0's poisson: -102.822 valid_0's quantile: 3.26122
[55] valid_0's poisson: -102.788 valid_0's quantile: 3.26778
[56] valid_0's poisson: -102.737 valid_0's quantile: 3.26331
[57] valid_0's poisson: -102.737 valid_0's quantile: 3.26145
[58] valid_0's poisson: -102.715 valid_0's quantile: 3.27204
[59] valid_0's poisson: -102.785 valid_0's quantile: 3.26491
[60] valid_0's poisson: -102.781 valid_0's quantile: 3.26912
[61] valid_0's poisson: -102.703 valid_0's quantile: 3.27773
[62] valid_0's poisson: -102.682 valid_0's quantile: 3.27734
[63] valid_0's poisson: -102.708 valid_0's quantile: 3.27772
[64] valid_0's poisson: -102.74 valid_0's quantile: 3.26884
[65] valid_0's poisson: -102.773 valid_0's quantile: 3.26972
[66] valid_0's poisson: -102.782 valid_0's quantile: 3.2719
[67] valid_0's poisson: -102.811 valid_0's quantile: 3.27397
[68] valid_0's poisson: -102.797 valid_0's quantile: 3.27191
[69] valid_0's poisson: -102.841 valid_0's quantile: 3.27428
[70] valid_0's poisson: -102.774 valid_0's quantile: 3.26211
[71] valid_0's poisson: -102.783 valid_0's quantile: 3.25664
[72] valid_0's poisson: -102.866 valid_0's quantile: 3.25609
[73] valid_0's poisson: -102.89 valid_0's quantile: 3.25992
[74] valid_0's poisson: -102.792 valid_0's quantile: 3.25941
[75] valid_0's poisson: -102.771 valid_0's quantile: 3.26143
[76] valid_0's poisson: -102.964 valid_0's quantile: 3.25299
[77] valid_0's poisson: -103.001 valid_0's quantile: 3.2531
[78] valid_0's poisson: -103.003 valid_0's quantile: 3.25327
[79] valid_0's poisson: -103.004 valid_0's quantile: 3.25038
[80] valid_0's poisson: -102.826 valid_0's quantile: 3.25537
[81] valid_0's poisson: -102.849 valid_0's quantile: 3.25912
[82] valid_0's poisson: -102.856 valid_0's quantile: 3.2587
[83] valid_0's poisson: -102.884 valid_0's quantile: 3.26265
[84] valid_0's poisson: -102.928 valid_0's quantile: 3.26511
[85] valid_0's poisson: -102.948 valid_0's quantile: 3.26533
[86] valid_0's poisson: -103.006 valid_0's quantile: 3.2614
[87] valid_0's poisson: -102.965 valid_0's quantile: 3.25335
[88] valid_0's poisson: -102.936 valid_0's quantile: 3.24995
[89] valid_0's poisson: -102.94 valid_0's quantile: 3.25344
[90] valid_0's poisson: -102.924 valid_0's quantile: 3.25301
[91] valid_0's poisson: -102.97 valid_0's quantile: 3.24688
[92] valid_0's poisson: -102.971 valid_0's quantile: 3.24542
[93] valid_0's poisson: -102.943 valid_0's quantile: 3.2441
[94] valid_0's poisson: -102.918 valid_0's quantile: 3.24551
[95] valid_0's poisson: -102.982 valid_0's quantile: 3.24426
[96] valid_0's poisson: -102.955 valid_0's quantile: 3.24506
[97] valid_0's poisson: -102.984 valid_0's quantile: 3.24521
[98] valid_0's poisson: -102.954 valid_0's quantile: 3.24492
[99] valid_0's poisson: -102.98 valid_0's quantile: 3.2445
[100] valid_0's poisson: -103.021 valid_0's quantile: 3.2455
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.3245 valid_0's quantile: 5.69207
[2] valid_0's poisson: -95.6425 valid_0's quantile: 4.41862
[3] valid_0's poisson: -98.0869 valid_0's quantile: 3.99949
[4] valid_0's poisson: -98.787 valid_0's quantile: 3.87774
[5] valid_0's poisson: -99.2162 valid_0's quantile: 3.78276
[6] valid_0's poisson: -99.41 valid_0's quantile: 3.6699
[7] valid_0's poisson: -100.125 valid_0's quantile: 3.61188
[8] valid_0's poisson: -100.656 valid_0's quantile: 3.53114
[9] valid_0's poisson: -101.093 valid_0's quantile: 3.48991
[10] valid_0's poisson: -101.37 valid_0's quantile: 3.45449
[11] valid_0's poisson: -101.506 valid_0's quantile: 3.43104
[12] valid_0's poisson: -101.562 valid_0's quantile: 3.44242
[13] valid_0's poisson: -101.471 valid_0's quantile: 3.42862
[14] valid_0's poisson: -101.548 valid_0's quantile: 3.42895
[15] valid_0's poisson: -101.505 valid_0's quantile: 3.40647
[16] valid_0's poisson: -101.573 valid_0's quantile: 3.39317
[17] valid_0's poisson: -101.59 valid_0's quantile: 3.39223
[18] valid_0's poisson: -101.507 valid_0's quantile: 3.40554
[19] valid_0's poisson: -101.665 valid_0's quantile: 3.39698
[20] valid_0's poisson: -101.663 valid_0's quantile: 3.40694
[21] valid_0's poisson: -101.631 valid_0's quantile: 3.40719
[22] valid_0's poisson: -101.875 valid_0's quantile: 3.40314
[23] valid_0's poisson: -101.838 valid_0's quantile: 3.41691
[24] valid_0's poisson: -102.346 valid_0's quantile: 3.38637
[25] valid_0's poisson: -102.266 valid_0's quantile: 3.34537
[26] valid_0's poisson: -102.185 valid_0's quantile: 3.34608
[27] valid_0's poisson: -102.254 valid_0's quantile: 3.35151
[28] valid_0's poisson: -102.241 valid_0's quantile: 3.34443
[29] valid_0's poisson: -102.227 valid_0's quantile: 3.33129
[30] valid_0's poisson: -102.263 valid_0's quantile: 3.33657
[31] valid_0's poisson: -102.208 valid_0's quantile: 3.34684
[32] valid_0's poisson: -102.201 valid_0's quantile: 3.34388
[33] valid_0's poisson: -102.286 valid_0's quantile: 3.33226
[34] valid_0's poisson: -102.196 valid_0's quantile: 3.33618
[35] valid_0's poisson: -102.257 valid_0's quantile: 3.32918
[36] valid_0's poisson: -102.256 valid_0's quantile: 3.3248
[37] valid_0's poisson: -102.354 valid_0's quantile: 3.32829
[38] valid_0's poisson: -102.415 valid_0's quantile: 3.32436
[39] valid_0's poisson: -102.43 valid_0's quantile: 3.32262
[40] valid_0's poisson: -102.443 valid_0's quantile: 3.31986
[41] valid_0's poisson: -102.429 valid_0's quantile: 3.3218
[42] valid_0's poisson: -102.417 valid_0's quantile: 3.31779
[43] valid_0's poisson: -102.402 valid_0's quantile: 3.31752
[44] valid_0's poisson: -102.426 valid_0's quantile: 3.31642
[45] valid_0's poisson: -102.426 valid_0's quantile: 3.32022
[46] valid_0's poisson: -102.392 valid_0's quantile: 3.32121
[47] valid_0's poisson: -102.403 valid_0's quantile: 3.32681
[48] valid_0's poisson: -102.463 valid_0's quantile: 3.32624
[49] valid_0's poisson: -102.459 valid_0's quantile: 3.32487
[50] valid_0's poisson: -102.241 valid_0's quantile: 3.32109
[51] valid_0's poisson: -102.329 valid_0's quantile: 3.32145
[52] valid_0's poisson: -102.263 valid_0's quantile: 3.32319
[53] valid_0's poisson: -102.311 valid_0's quantile: 3.32755
[54] valid_0's poisson: -102.292 valid_0's quantile: 3.32721
[55] valid_0's poisson: -102.333 valid_0's quantile: 3.32232
[56] valid_0's poisson: -102.38 valid_0's quantile: 3.32036
[57] valid_0's poisson: -102.394 valid_0's quantile: 3.31809
[58] valid_0's poisson: -102.371 valid_0's quantile: 3.32284
[59] valid_0's poisson: -102.429 valid_0's quantile: 3.31159
[60] valid_0's poisson: -102.412 valid_0's quantile: 3.31465
[61] valid_0's poisson: -102.379 valid_0's quantile: 3.31196
[62] valid_0's poisson: -102.42 valid_0's quantile: 3.31345
[63] valid_0's poisson: -102.423 valid_0's quantile: 3.31732
[64] valid_0's poisson: -102.572 valid_0's quantile: 3.29705
[65] valid_0's poisson: -102.53 valid_0's quantile: 3.29516
[66] valid_0's poisson: -102.544 valid_0's quantile: 3.29877
[67] valid_0's poisson: -102.596 valid_0's quantile: 3.29806
[68] valid_0's poisson: -102.508 valid_0's quantile: 3.29304
[69] valid_0's poisson: -102.504 valid_0's quantile: 3.29868
[70] valid_0's poisson: -102.51 valid_0's quantile: 3.30217
[71] valid_0's poisson: -102.49 valid_0's quantile: 3.30596
[72] valid_0's poisson: -102.509 valid_0's quantile: 3.29299
[73] valid_0's poisson: -102.613 valid_0's quantile: 3.2944
[74] valid_0's poisson: -102.638 valid_0's quantile: 3.29014
[75] valid_0's poisson: -102.634 valid_0's quantile: 3.2861
[76] valid_0's poisson: -102.616 valid_0's quantile: 3.28795
[77] valid_0's poisson: -102.625 valid_0's quantile: 3.28973
[78] valid_0's poisson: -102.606 valid_0's quantile: 3.29149
[79] valid_0's poisson: -102.573 valid_0's quantile: 3.28767
[80] valid_0's poisson: -102.706 valid_0's quantile: 3.28749
[81] valid_0's poisson: -102.66 valid_0's quantile: 3.28752
[82] valid_0's poisson: -102.569 valid_0's quantile: 3.29112
[83] valid_0's poisson: -102.658 valid_0's quantile: 3.29212
[84] valid_0's poisson: -102.593 valid_0's quantile: 3.2897
[85] valid_0's poisson: -102.647 valid_0's quantile: 3.28928
[86] valid_0's poisson: -102.679 valid_0's quantile: 3.28959
[87] valid_0's poisson: -102.653 valid_0's quantile: 3.28824
[88] valid_0's poisson: -102.641 valid_0's quantile: 3.29013
[89] valid_0's poisson: -102.665 valid_0's quantile: 3.29019
[90] valid_0's poisson: -102.664 valid_0's quantile: 3.29085
[91] valid_0's poisson: -102.668 valid_0's quantile: 3.29228
[92] valid_0's poisson: -102.614 valid_0's quantile: 3.29143
[93] valid_0's poisson: -102.608 valid_0's quantile: 3.28877
[94] valid_0's poisson: -102.584 valid_0's quantile: 3.28257
[95] valid_0's poisson: -102.548 valid_0's quantile: 3.28441
[96] valid_0's poisson: -102.625 valid_0's quantile: 3.28747
[97] valid_0's poisson: -102.665 valid_0's quantile: 3.29245
[98] valid_0's poisson: -102.675 valid_0's quantile: 3.28508
[99] valid_0's poisson: -102.603 valid_0's quantile: 3.27977
[100] valid_0's poisson: -102.626 valid_0's quantile: 3.2763
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=10, learning_rate=1.0, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -62.2765 valid_0's quantile: 11.6611
[2] valid_0's poisson: -62.405 valid_0's quantile: 11.6234
[3] valid_0's poisson: -62.5328 valid_0's quantile: 11.5858
[4] valid_0's poisson: -62.6595 valid_0's quantile: 11.5486
[5] valid_0's poisson: -62.7856 valid_0's quantile: 11.5115
[6] valid_0's poisson: -62.9105 valid_0's quantile: 11.4747
[7] valid_0's poisson: -63.032 valid_0's quantile: 11.439
[8] valid_0's poisson: -63.1552 valid_0's quantile: 11.4027
[9] valid_0's poisson: -63.2775 valid_0's quantile: 11.3666
[10] valid_0's poisson: -63.3861 valid_0's quantile: 11.3322
[11] valid_0's poisson: -63.5068 valid_0's quantile: 11.2965
[12] valid_0's poisson: -63.6138 valid_0's quantile: 11.2627
[13] valid_0's poisson: -63.7337 valid_0's quantile: 11.2276
[14] valid_0's poisson: -63.8528 valid_0's quantile: 11.1927
[15] valid_0's poisson: -63.9711 valid_0's quantile: 11.158
[16] valid_0's poisson: -64.0877 valid_0's quantile: 11.1238
[17] valid_0's poisson: -64.2034 valid_0's quantile: 11.0897
[18] valid_0's poisson: -64.3195 valid_0's quantile: 11.0556
[19] valid_0's poisson: -64.4364 valid_0's quantile: 11.0216
[20] valid_0's poisson: -64.5526 valid_0's quantile: 10.9881
[21] valid_0's poisson: -64.6645 valid_0's quantile: 10.9551
[22] valid_0's poisson: -64.7767 valid_0's quantile: 10.9223
[23] valid_0's poisson: -64.8873 valid_0's quantile: 10.8896
[24] valid_0's poisson: -64.9991 valid_0's quantile: 10.857
[25] valid_0's poisson: -65.1095 valid_0's quantile: 10.8249
[26] valid_0's poisson: -65.2184 valid_0's quantile: 10.7931
[27] valid_0's poisson: -65.3281 valid_0's quantile: 10.7616
[28] valid_0's poisson: -65.4356 valid_0's quantile: 10.7302
[29] valid_0's poisson: -65.5434 valid_0's quantile: 10.6992
[30] valid_0's poisson: -65.6495 valid_0's quantile: 10.6684
[31] valid_0's poisson: -65.7559 valid_0's quantile: 10.6377
[32] valid_0's poisson: -65.8617 valid_0's quantile: 10.6072
[33] valid_0's poisson: -65.9665 valid_0's quantile: 10.577
[34] valid_0's poisson: -66.0726 valid_0's quantile: 10.5468
[35] valid_0's poisson: -66.1785 valid_0's quantile: 10.5167
[36] valid_0's poisson: -66.2834 valid_0's quantile: 10.487
[37] valid_0's poisson: -66.3857 valid_0's quantile: 10.4577
[38] valid_0's poisson: -66.4907 valid_0's quantile: 10.4282
[39] valid_0's poisson: -66.5937 valid_0's quantile: 10.3995
[40] valid_0's poisson: -66.6952 valid_0's quantile: 10.3709
[41] valid_0's poisson: -66.7969 valid_0's quantile: 10.3425
[42] valid_0's poisson: -66.8971 valid_0's quantile: 10.3144
[43] valid_0's poisson: -66.9974 valid_0's quantile: 10.2867
[44] valid_0's poisson: -67.1004 valid_0's quantile: 10.2587
[45] valid_0's poisson: -67.2021 valid_0's quantile: 10.2311
[46] valid_0's poisson: -67.3039 valid_0's quantile: 10.2035
[47] valid_0's poisson: -67.4044 valid_0's quantile: 10.176
[48] valid_0's poisson: -67.4923 valid_0's quantile: 10.1504
[49] valid_0's poisson: -67.5922 valid_0's quantile: 10.1232
[50] valid_0's poisson: -67.6915 valid_0's quantile: 10.0962
[51] valid_0's poisson: -67.7903 valid_0's quantile: 10.0693
[52] valid_0's poisson: -67.8885 valid_0's quantile: 10.0427
[53] valid_0's poisson: -67.9971 valid_0's quantile: 10.0132
[54] valid_0's poisson: -68.1051 valid_0's quantile: 9.98375
[55] valid_0's poisson: -68.2124 valid_0's quantile: 9.95456
[56] valid_0's poisson: -68.3074 valid_0's quantile: 9.92718
[57] valid_0's poisson: -68.4135 valid_0's quantile: 9.89865
[58] valid_0's poisson: -68.5094 valid_0's quantile: 9.87305
[59] valid_0's poisson: -68.6047 valid_0's quantile: 9.84767
[60] valid_0's poisson: -68.7091 valid_0's quantile: 9.81961
[61] valid_0's poisson: -68.8129 valid_0's quantile: 9.79177
[62] valid_0's poisson: -68.9067 valid_0's quantile: 9.76689
[63] valid_0's poisson: -68.9999 valid_0's quantile: 9.74212
[64] valid_0's poisson: -69.0924 valid_0's quantile: 9.71754
[65] valid_0's poisson: -69.1939 valid_0's quantile: 9.69001
[66] valid_0's poisson: -69.284 valid_0's quantile: 9.66423
[67] valid_0's poisson: -69.3843 valid_0's quantile: 9.63727
[68] valid_0's poisson: -69.4827 valid_0's quantile: 9.61093
[69] valid_0's poisson: -69.582 valid_0's quantile: 9.58482
[70] valid_0's poisson: -69.681 valid_0's quantile: 9.55898
[71] valid_0's poisson: -69.7794 valid_0's quantile: 9.53331
[72] valid_0's poisson: -69.8773 valid_0's quantile: 9.50777
[73] valid_0's poisson: -69.9746 valid_0's quantile: 9.48243
[74] valid_0's poisson: -70.0713 valid_0's quantile: 9.45718
[75] valid_0's poisson: -70.1675 valid_0's quantile: 9.43214
[76] valid_0's poisson: -70.2631 valid_0's quantile: 9.40722
[77] valid_0's poisson: -70.3574 valid_0's quantile: 9.38228
[78] valid_0's poisson: -70.452 valid_0's quantile: 9.35796
[79] valid_0's poisson: -70.5438 valid_0's quantile: 9.33385
[80] valid_0's poisson: -70.6462 valid_0's quantile: 9.30889
[81] valid_0's poisson: -70.7475 valid_0's quantile: 9.28394
[82] valid_0's poisson: -70.8483 valid_0's quantile: 9.25908
[83] valid_0's poisson: -70.9485 valid_0's quantile: 9.23432
[84] valid_0's poisson: -71.0481 valid_0's quantile: 9.20967
[85] valid_0's poisson: -71.1472 valid_0's quantile: 9.18532
[86] valid_0's poisson: -71.2467 valid_0's quantile: 9.16105
[87] valid_0's poisson: -71.3448 valid_0's quantile: 9.13697
[88] valid_0's poisson: -71.4434 valid_0's quantile: 9.11286
[89] valid_0's poisson: -71.5405 valid_0's quantile: 9.08899
[90] valid_0's poisson: -71.6372 valid_0's quantile: 9.06541
[91] valid_0's poisson: -71.7346 valid_0's quantile: 9.0416
[92] valid_0's poisson: -71.8365 valid_0's quantile: 9.01715
[93] valid_0's poisson: -71.9368 valid_0's quantile: 8.99318
[94] valid_0's poisson: -72.0377 valid_0's quantile: 8.96897
[95] valid_0's poisson: -72.1323 valid_0's quantile: 8.94591
[96] valid_0's poisson: -72.2308 valid_0's quantile: 8.9223
[97] valid_0's poisson: -72.3301 valid_0's quantile: 8.89853
[98] valid_0's poisson: -72.4284 valid_0's quantile: 8.87462
[99] valid_0's poisson: -72.5261 valid_0's quantile: 8.8508
[100] valid_0's poisson: -72.6233 valid_0's quantile: 8.82718
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -62.2785 valid_0's quantile: 11.6611
[2] valid_0's poisson: -62.3954 valid_0's quantile: 11.6251
[3] valid_0's poisson: -62.5114 valid_0's quantile: 11.5893
[4] valid_0's poisson: -62.6266 valid_0's quantile: 11.5538
[5] valid_0's poisson: -62.7409 valid_0's quantile: 11.5185
[6] valid_0's poisson: -62.8545 valid_0's quantile: 11.4834
[7] valid_0's poisson: -62.9839 valid_0's quantile: 11.4462
[8] valid_0's poisson: -63.1125 valid_0's quantile: 11.4094
[9] valid_0's poisson: -63.2403 valid_0's quantile: 11.3727
[10] valid_0's poisson: -63.3504 valid_0's quantile: 11.3383
[11] valid_0's poisson: -63.4765 valid_0's quantile: 11.3021
[12] valid_0's poisson: -63.6017 valid_0's quantile: 11.266
[13] valid_0's poisson: -63.7261 valid_0's quantile: 11.2306
[14] valid_0's poisson: -63.8497 valid_0's quantile: 11.1953
[15] valid_0's poisson: -63.9725 valid_0's quantile: 11.1601
[16] valid_0's poisson: -64.0945 valid_0's quantile: 11.1251
[17] valid_0's poisson: -64.2156 valid_0's quantile: 11.0903
[18] valid_0's poisson: -64.336 valid_0's quantile: 11.0559
[19] valid_0's poisson: -64.44 valid_0's quantile: 11.0239
[20] valid_0's poisson: -64.5589 valid_0's quantile: 10.9902
[21] valid_0's poisson: -64.677 valid_0's quantile: 10.9567
[22] valid_0's poisson: -64.7943 valid_0's quantile: 10.9233
[23] valid_0's poisson: -64.9109 valid_0's quantile: 10.8901
[24] valid_0's poisson: -65.0268 valid_0's quantile: 10.8571
[25] valid_0's poisson: -65.1378 valid_0's quantile: 10.8253
[26] valid_0's poisson: -65.2373 valid_0's quantile: 10.7951
[27] valid_0's poisson: -65.3323 valid_0's quantile: 10.7658
[28] valid_0's poisson: -65.4454 valid_0's quantile: 10.734
[29] valid_0's poisson: -65.5541 valid_0's quantile: 10.7032
[30] valid_0's poisson: -65.6621 valid_0's quantile: 10.6727
[31] valid_0's poisson: -65.7734 valid_0's quantile: 10.6415
[32] valid_0's poisson: -65.8802 valid_0's quantile: 10.6112
[33] valid_0's poisson: -65.9904 valid_0's quantile: 10.5804
[34] valid_0's poisson: -66.0959 valid_0's quantile: 10.5505
[35] valid_0's poisson: -66.2049 valid_0's quantile: 10.5203
[36] valid_0's poisson: -66.3096 valid_0's quantile: 10.4908
[37] valid_0's poisson: -66.418 valid_0's quantile: 10.4608
[38] valid_0's poisson: -66.5214 valid_0's quantile: 10.432
[39] valid_0's poisson: -66.6243 valid_0's quantile: 10.4036
[40] valid_0's poisson: -66.7309 valid_0's quantile: 10.3747
[41] valid_0's poisson: -66.8326 valid_0's quantile: 10.3467
[42] valid_0's poisson: -66.9374 valid_0's quantile: 10.3183
[43] valid_0's poisson: -67.0251 valid_0's quantile: 10.2926
[44] valid_0's poisson: -67.1294 valid_0's quantile: 10.2646
[45] valid_0's poisson: -67.2346 valid_0's quantile: 10.2368
[46] valid_0's poisson: -67.3392 valid_0's quantile: 10.2091
[47] valid_0's poisson: -67.4418 valid_0's quantile: 10.1816
[48] valid_0's poisson: -67.5452 valid_0's quantile: 10.1541
[49] valid_0's poisson: -67.6466 valid_0's quantile: 10.1268
[50] valid_0's poisson: -67.7488 valid_0's quantile: 10.0997
[51] valid_0's poisson: -67.8504 valid_0's quantile: 10.0727
[52] valid_0's poisson: -67.9382 valid_0's quantile: 10.0477
[53] valid_0's poisson: -68.048 valid_0's quantile: 10.0176
[54] valid_0's poisson: -68.1571 valid_0's quantile: 9.98757
[55] valid_0's poisson: -68.2655 valid_0's quantile: 9.9577
[56] valid_0's poisson: -68.3733 valid_0's quantile: 9.92835
[57] valid_0's poisson: -68.4805 valid_0's quantile: 9.89928
[58] valid_0's poisson: -68.5869 valid_0's quantile: 9.87034
[59] valid_0's poisson: -68.6928 valid_0's quantile: 9.8415
[60] valid_0's poisson: -68.7979 valid_0's quantile: 9.81282
[61] valid_0's poisson: -68.8917 valid_0's quantile: 9.78584
[62] valid_0's poisson: -68.9956 valid_0's quantile: 9.75756
[63] valid_0's poisson: -69.0989 valid_0's quantile: 9.72961
[64] valid_0's poisson: -69.2016 valid_0's quantile: 9.70178
[65] valid_0's poisson: -69.3037 valid_0's quantile: 9.67469
[66] valid_0's poisson: -69.4052 valid_0's quantile: 9.64773
[67] valid_0's poisson: -69.5061 valid_0's quantile: 9.62103
[68] valid_0's poisson: -69.6063 valid_0's quantile: 9.59446
[69] valid_0's poisson: -69.6968 valid_0's quantile: 9.56935
[70] valid_0's poisson: -69.7959 valid_0's quantile: 9.54311
[71] valid_0's poisson: -69.8852 valid_0's quantile: 9.51829
[72] valid_0's poisson: -69.974 valid_0's quantile: 9.49366
[73] valid_0's poisson: -70.0622 valid_0's quantile: 9.46914
[74] valid_0's poisson: -70.1499 valid_0's quantile: 9.44482
[75] valid_0's poisson: -70.2464 valid_0's quantile: 9.41963
[76] valid_0's poisson: -70.3424 valid_0's quantile: 9.39474
[77] valid_0's poisson: -70.4378 valid_0's quantile: 9.37
[78] valid_0's poisson: -70.5327 valid_0's quantile: 9.34542
[79] valid_0's poisson: -70.6292 valid_0's quantile: 9.3204
[80] valid_0's poisson: -70.7252 valid_0's quantile: 9.29551
[81] valid_0's poisson: -70.8206 valid_0's quantile: 9.27085
[82] valid_0's poisson: -70.9155 valid_0's quantile: 9.2463
[83] valid_0's poisson: -71.0099 valid_0's quantile: 9.22196
[84] valid_0's poisson: -71.1037 valid_0's quantile: 9.19772
[85] valid_0's poisson: -71.1969 valid_0's quantile: 9.17358
[86] valid_0's poisson: -71.2897 valid_0's quantile: 9.14953
[87] valid_0's poisson: -71.3819 valid_0's quantile: 9.1256
[88] valid_0's poisson: -71.4736 valid_0's quantile: 9.10186
[89] valid_0's poisson: -71.5766 valid_0's quantile: 9.077
[90] valid_0's poisson: -71.679 valid_0's quantile: 9.05223
[91] valid_0's poisson: -71.7824 valid_0's quantile: 9.02676
[92] valid_0's poisson: -71.8853 valid_0's quantile: 9.0015
[93] valid_0's poisson: -71.9877 valid_0's quantile: 8.97575
[94] valid_0's poisson: -72.0896 valid_0's quantile: 8.9501
[95] valid_0's poisson: -72.1908 valid_0's quantile: 8.92464
[96] valid_0's poisson: -72.2916 valid_0's quantile: 8.8993
[97] valid_0's poisson: -72.388 valid_0's quantile: 8.87485
[98] valid_0's poisson: -72.4877 valid_0's quantile: 8.85006
[99] valid_0's poisson: -72.5868 valid_0's quantile: 8.8254
[100] valid_0's poisson: -72.6851 valid_0's quantile: 8.80206
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -62.9087 valid_0's quantile: 11.6519
[2] valid_0's poisson: -63.0235 valid_0's quantile: 11.6148
[3] valid_0's poisson: -63.1373 valid_0's quantile: 11.5779
[4] valid_0's poisson: -63.2503 valid_0's quantile: 11.5413
[5] valid_0's poisson: -63.3624 valid_0's quantile: 11.5049
[6] valid_0's poisson: -63.4736 valid_0's quantile: 11.4688
[7] valid_0's poisson: -63.598 valid_0's quantile: 11.4309
[8] valid_0's poisson: -63.7075 valid_0's quantile: 11.3951
[9] valid_0's poisson: -63.8302 valid_0's quantile: 11.3577
[10] valid_0's poisson: -63.952 valid_0's quantile: 11.3206
[11] valid_0's poisson: -64.073 valid_0's quantile: 11.2836
[12] valid_0's poisson: -64.1791 valid_0's quantile: 11.2488
[13] valid_0's poisson: -64.2985 valid_0's quantile: 11.2122
[14] valid_0's poisson: -64.417 valid_0's quantile: 11.1764
[15] valid_0's poisson: -64.5347 valid_0's quantile: 11.1407
[16] valid_0's poisson: -64.638 valid_0's quantile: 11.107
[17] valid_0's poisson: -64.7542 valid_0's quantile: 11.0717
[18] valid_0's poisson: -64.8696 valid_0's quantile: 11.0365
[19] valid_0's poisson: -64.9842 valid_0's quantile: 11.0017
[20] valid_0's poisson: -65.0853 valid_0's quantile: 10.969
[21] valid_0's poisson: -65.1974 valid_0's quantile: 10.9352
[22] valid_0's poisson: -65.3097 valid_0's quantile: 10.9014
[23] valid_0's poisson: -65.4229 valid_0's quantile: 10.8674
[24] valid_0's poisson: -65.5329 valid_0's quantile: 10.8341
[25] valid_0's poisson: -65.6317 valid_0's quantile: 10.8026
[26] valid_0's poisson: -65.7427 valid_0's quantile: 10.7697
[27] valid_0's poisson: -65.8516 valid_0's quantile: 10.7374
[28] valid_0's poisson: -65.9588 valid_0's quantile: 10.7053
[29] valid_0's poisson: -66.0663 valid_0's quantile: 10.6736
[30] valid_0's poisson: -66.1745 valid_0's quantile: 10.6417
[31] valid_0's poisson: -66.2704 valid_0's quantile: 10.6118
[32] valid_0's poisson: -66.376 valid_0's quantile: 10.5807
[33] valid_0's poisson: -66.4797 valid_0's quantile: 10.5497
[34] valid_0's poisson: -66.584 valid_0's quantile: 10.5189
[35] valid_0's poisson: -66.6864 valid_0's quantile: 10.4885
[36] valid_0's poisson: -66.7894 valid_0's quantile: 10.4583
[37] valid_0's poisson: -66.8817 valid_0's quantile: 10.4297
[38] valid_0's poisson: -66.9823 valid_0's quantile: 10.3999
[39] valid_0's poisson: -67.0834 valid_0's quantile: 10.3707
[40] valid_0's poisson: -67.185 valid_0's quantile: 10.3412
[41] valid_0's poisson: -67.2849 valid_0's quantile: 10.3124
[42] valid_0's poisson: -67.383 valid_0's quantile: 10.2839
[43] valid_0's poisson: -67.4713 valid_0's quantile: 10.2572
[44] valid_0's poisson: -67.5694 valid_0's quantile: 10.2292
[45] valid_0's poisson: -67.6657 valid_0's quantile: 10.2013
[46] valid_0's poisson: -67.7627 valid_0's quantile: 10.1736
[47] valid_0's poisson: -67.8603 valid_0's quantile: 10.1455
[48] valid_0's poisson: -67.9551 valid_0's quantile: 10.1179
[49] valid_0's poisson: -68.039 valid_0's quantile: 10.0921
[50] valid_0's poisson: -68.1327 valid_0's quantile: 10.0649
[51] valid_0's poisson: -68.2282 valid_0's quantile: 10.0375
[52] valid_0's poisson: -68.324 valid_0's quantile: 10.0103
[53] valid_0's poisson: -68.4192 valid_0's quantile: 9.98315
[54] valid_0's poisson: -68.5138 valid_0's quantile: 9.95629
[55] valid_0's poisson: -68.6078 valid_0's quantile: 9.92965
[56] valid_0's poisson: -68.7013 valid_0's quantile: 9.9033
[57] valid_0's poisson: -68.7941 valid_0's quantile: 9.87709
[58] valid_0's poisson: -68.8772 valid_0's quantile: 9.85235
[59] valid_0's poisson: -68.969 valid_0's quantile: 9.82648
[60] valid_0's poisson: -69.0633 valid_0's quantile: 9.80067
[61] valid_0's poisson: -69.154 valid_0's quantile: 9.77534
[62] valid_0's poisson: -69.2473 valid_0's quantile: 9.74973
[63] valid_0's poisson: -69.34 valid_0's quantile: 9.7243
[64] valid_0's poisson: -69.4293 valid_0's quantile: 9.69941
[65] valid_0's poisson: -69.521 valid_0's quantile: 9.67435
[66] valid_0's poisson: -69.6094 valid_0's quantile: 9.64985
[67] valid_0's poisson: -69.698 valid_0's quantile: 9.62535
[68] valid_0's poisson: -69.7972 valid_0's quantile: 9.59757
[69] valid_0's poisson: -69.8936 valid_0's quantile: 9.57011
[70] valid_0's poisson: -69.9918 valid_0's quantile: 9.54265
[71] valid_0's poisson: -70.0893 valid_0's quantile: 9.51532
[72] valid_0's poisson: -70.184 valid_0's quantile: 9.48848
[73] valid_0's poisson: -70.2805 valid_0's quantile: 9.46149
[74] valid_0's poisson: -70.3765 valid_0's quantile: 9.43488
[75] valid_0's poisson: -70.47 valid_0's quantile: 9.40855
[76] valid_0's poisson: -70.565 valid_0's quantile: 9.38269
[77] valid_0's poisson: -70.6576 valid_0's quantile: 9.35724
[78] valid_0's poisson: -70.7516 valid_0's quantile: 9.33174
[79] valid_0's poisson: -70.845 valid_0's quantile: 9.30634
[80] valid_0's poisson: -70.9365 valid_0's quantile: 9.28116
[81] valid_0's poisson: -71.0291 valid_0's quantile: 9.25606
[82] valid_0's poisson: -71.1211 valid_0's quantile: 9.23107
[83] valid_0's poisson: -71.2158 valid_0's quantile: 9.20599
[84] valid_0's poisson: -71.3053 valid_0's quantile: 9.18127
[85] valid_0's poisson: -71.399 valid_0's quantile: 9.15646
[86] valid_0's poisson: -71.4923 valid_0's quantile: 9.13179
[87] valid_0's poisson: -71.5849 valid_0's quantile: 9.1073
[88] valid_0's poisson: -71.6775 valid_0's quantile: 9.08248
[89] valid_0's poisson: -71.7676 valid_0's quantile: 9.05781
[90] valid_0's poisson: -71.8491 valid_0's quantile: 9.03638
[91] valid_0's poisson: -71.9508 valid_0's quantile: 9.01099
[92] valid_0's poisson: -72.052 valid_0's quantile: 8.98578
[93] valid_0's poisson: -72.1526 valid_0's quantile: 8.96101
[94] valid_0's poisson: -72.2528 valid_0's quantile: 8.93617
[95] valid_0's poisson: -72.3524 valid_0's quantile: 8.9115
[96] valid_0's poisson: -72.4517 valid_0's quantile: 8.88714
[97] valid_0's poisson: -72.5504 valid_0's quantile: 8.8627
[98] valid_0's poisson: -72.6485 valid_0's quantile: 8.83852
[99] valid_0's poisson: -72.7464 valid_0's quantile: 8.8144
[100] valid_0's poisson: -72.8438 valid_0's quantile: 8.79036
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -63.5495 valid_0's quantile: 11.6429
[2] valid_0's poisson: -63.6764 valid_0's quantile: 11.6048
[3] valid_0's poisson: -63.8025 valid_0's quantile: 11.5669
[4] valid_0's poisson: -63.9277 valid_0's quantile: 11.5291
[5] valid_0's poisson: -64.0519 valid_0's quantile: 11.4915
[6] valid_0's poisson: -64.1636 valid_0's quantile: 11.4558
[7] valid_0's poisson: -64.2861 valid_0's quantile: 11.4186
[8] valid_0's poisson: -64.4078 valid_0's quantile: 11.3818
[9] valid_0's poisson: -64.5169 valid_0's quantile: 11.3467
[10] valid_0's poisson: -64.637 valid_0's quantile: 11.3101
[11] valid_0's poisson: -64.7562 valid_0's quantile: 11.2739
[12] valid_0's poisson: -64.8746 valid_0's quantile: 11.2378
[13] valid_0's poisson: -64.9921 valid_0's quantile: 11.2019
[14] valid_0's poisson: -65.1088 valid_0's quantile: 11.1662
[15] valid_0's poisson: -65.2248 valid_0's quantile: 11.1307
[16] valid_0's poisson: -65.3399 valid_0's quantile: 11.0959
[17] valid_0's poisson: -65.4542 valid_0's quantile: 11.0613
[18] valid_0's poisson: -65.5678 valid_0's quantile: 11.0269
[19] valid_0's poisson: -65.6806 valid_0's quantile: 10.9926
[20] valid_0's poisson: -65.7926 valid_0's quantile: 10.9585
[21] valid_0's poisson: -65.9061 valid_0's quantile: 10.9245
[22] valid_0's poisson: -66.0187 valid_0's quantile: 10.8908
[23] valid_0's poisson: -66.1306 valid_0's quantile: 10.8574
[24] valid_0's poisson: -66.2418 valid_0's quantile: 10.8243
[25] valid_0's poisson: -66.3522 valid_0's quantile: 10.7913
[26] valid_0's poisson: -66.45 valid_0's quantile: 10.7602
[27] valid_0's poisson: -66.547 valid_0's quantile: 10.7293
[28] valid_0's poisson: -66.6554 valid_0's quantile: 10.6972
[29] valid_0's poisson: -66.7631 valid_0's quantile: 10.6654
[30] valid_0's poisson: -66.8701 valid_0's quantile: 10.6338
[31] valid_0's poisson: -66.9772 valid_0's quantile: 10.6025
[32] valid_0's poisson: -67.0836 valid_0's quantile: 10.5715
[33] valid_0's poisson: -67.1885 valid_0's quantile: 10.5407
[34] valid_0's poisson: -67.2936 valid_0's quantile: 10.5101
[35] valid_0's poisson: -67.3867 valid_0's quantile: 10.481
[36] valid_0's poisson: -67.4905 valid_0's quantile: 10.4508
[37] valid_0's poisson: -67.5928 valid_0's quantile: 10.4207
[38] valid_0's poisson: -67.6953 valid_0's quantile: 10.391
[39] valid_0's poisson: -67.7972 valid_0's quantile: 10.3615
[40] valid_0's poisson: -67.8976 valid_0's quantile: 10.332
[41] valid_0's poisson: -67.9983 valid_0's quantile: 10.3029
[42] valid_0's poisson: -68.0974 valid_0's quantile: 10.2743
[43] valid_0's poisson: -68.1968 valid_0's quantile: 10.2459
[44] valid_0's poisson: -68.2948 valid_0's quantile: 10.2177
[45] valid_0's poisson: -68.393 valid_0's quantile: 10.1897
[46] valid_0's poisson: -68.4906 valid_0's quantile: 10.1622
[47] valid_0's poisson: -68.5867 valid_0's quantile: 10.1349
[48] valid_0's poisson: -68.6831 valid_0's quantile: 10.1078
[49] valid_0's poisson: -68.779 valid_0's quantile: 10.0808
[50] valid_0's poisson: -68.8743 valid_0's quantile: 10.054
[51] valid_0's poisson: -68.969 valid_0's quantile: 10.0273
[52] valid_0's poisson: -69.0631 valid_0's quantile: 10.0007
[53] valid_0's poisson: -69.1566 valid_0's quantile: 9.97436
[54] valid_0's poisson: -69.2497 valid_0's quantile: 9.94815
[55] valid_0's poisson: -69.3331 valid_0's quantile: 9.92336
[56] valid_0's poisson: -69.4161 valid_0's quantile: 9.89875
[57] valid_0's poisson: -69.5076 valid_0's quantile: 9.87315
[58] valid_0's poisson: -69.5898 valid_0's quantile: 9.84884
[59] valid_0's poisson: -69.6715 valid_0's quantile: 9.82478
[60] valid_0's poisson: -69.7615 valid_0's quantile: 9.79976
[61] valid_0's poisson: -69.8422 valid_0's quantile: 9.77603
[62] valid_0's poisson: -69.9322 valid_0's quantile: 9.7487
[63] valid_0's poisson: -70.0185 valid_0's quantile: 9.72163
[64] valid_0's poisson: -70.1075 valid_0's quantile: 9.69455
[65] valid_0's poisson: -70.1958 valid_0's quantile: 9.66766
[66] valid_0's poisson: -70.2884 valid_0's quantile: 9.64022
[67] valid_0's poisson: -70.3804 valid_0's quantile: 9.61307
[68] valid_0's poisson: -70.4762 valid_0's quantile: 9.58539
[69] valid_0's poisson: -70.5713 valid_0's quantile: 9.55784
[70] valid_0's poisson: -70.6659 valid_0's quantile: 9.53054
[71] valid_0's poisson: -70.76 valid_0's quantile: 9.50348
[72] valid_0's poisson: -70.8421 valid_0's quantile: 9.47819
[73] valid_0's poisson: -70.9408 valid_0's quantile: 9.45145
[74] valid_0's poisson: -71.0422 valid_0's quantile: 9.42447
[75] valid_0's poisson: -71.143 valid_0's quantile: 9.39819
[76] valid_0's poisson: -71.2399 valid_0's quantile: 9.37254
[77] valid_0's poisson: -71.345 valid_0's quantile: 9.34571
[78] valid_0's poisson: -71.4494 valid_0's quantile: 9.31898
[79] valid_0's poisson: -71.5533 valid_0's quantile: 9.29235
[80] valid_0's poisson: -71.6565 valid_0's quantile: 9.26587
[81] valid_0's poisson: -71.7592 valid_0's quantile: 9.2395
[82] valid_0's poisson: -71.8576 valid_0's quantile: 9.21378
[83] valid_0's poisson: -71.9554 valid_0's quantile: 9.18815
[84] valid_0's poisson: -72.0526 valid_0's quantile: 9.16274
[85] valid_0's poisson: -72.1506 valid_0's quantile: 9.1372
[86] valid_0's poisson: -72.251 valid_0's quantile: 9.11146
[87] valid_0's poisson: -72.3507 valid_0's quantile: 9.08591
[88] valid_0's poisson: -72.45 valid_0's quantile: 9.06046
[89] valid_0's poisson: -72.5486 valid_0's quantile: 9.03522
[90] valid_0's poisson: -72.6468 valid_0's quantile: 9.01015
[91] valid_0's poisson: -72.7325 valid_0's quantile: 8.98876
[92] valid_0's poisson: -72.8179 valid_0's quantile: 8.96746
[93] valid_0's poisson: -72.9124 valid_0's quantile: 8.94323
[94] valid_0's poisson: -73.0087 valid_0's quantile: 8.91871
[95] valid_0's poisson: -73.1045 valid_0's quantile: 8.89438
[96] valid_0's poisson: -73.1977 valid_0's quantile: 8.87062
[97] valid_0's poisson: -73.2925 valid_0's quantile: 8.84654
[98] valid_0's poisson: -73.3848 valid_0's quantile: 8.82315
[99] valid_0's poisson: -73.4787 valid_0's quantile: 8.79953
[100] valid_0's poisson: -73.5702 valid_0's quantile: 8.77641
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -62.2754 valid_0's quantile: 11.6612
[2] valid_0's poisson: -62.3892 valid_0's quantile: 11.6253
[3] valid_0's poisson: -62.5021 valid_0's quantile: 11.5896
[4] valid_0's poisson: -62.6142 valid_0's quantile: 11.5542
[5] valid_0's poisson: -62.7255 valid_0's quantile: 11.5191
[6] valid_0's poisson: -62.836 valid_0's quantile: 11.4841
[7] valid_0's poisson: -62.9457 valid_0's quantile: 11.4494
[8] valid_0's poisson: -63.0545 valid_0's quantile: 11.4149
[9] valid_0's poisson: -63.1626 valid_0's quantile: 11.3805
[10] valid_0's poisson: -63.27 valid_0's quantile: 11.3463
[11] valid_0's poisson: -63.3765 valid_0's quantile: 11.3124
[12] valid_0's poisson: -63.4823 valid_0's quantile: 11.2786
[13] valid_0's poisson: -63.5874 valid_0's quantile: 11.2455
[14] valid_0's poisson: -63.6917 valid_0's quantile: 11.2125
[15] valid_0's poisson: -63.7952 valid_0's quantile: 11.1797
[16] valid_0's poisson: -63.8981 valid_0's quantile: 11.1471
[17] valid_0's poisson: -64.0018 valid_0's quantile: 11.1145
[18] valid_0's poisson: -64.1032 valid_0's quantile: 11.0826
[19] valid_0's poisson: -64.2055 valid_0's quantile: 11.0507
[20] valid_0's poisson: -64.3056 valid_0's quantile: 11.0194
[21] valid_0's poisson: -64.4065 valid_0's quantile: 10.9881
[22] valid_0's poisson: -64.5052 valid_0's quantile: 10.9571
[23] valid_0's poisson: -64.6032 valid_0's quantile: 10.9262
[24] valid_0's poisson: -64.7021 valid_0's quantile: 10.8955
[25] valid_0's poisson: -64.7989 valid_0's quantile: 10.8652
[26] valid_0's poisson: -64.8965 valid_0's quantile: 10.8352
[27] valid_0's poisson: -64.9919 valid_0's quantile: 10.8055
[28] valid_0's poisson: -65.0883 valid_0's quantile: 10.7759
[29] valid_0's poisson: -65.1824 valid_0's quantile: 10.7467
[30] valid_0's poisson: -65.2786 valid_0's quantile: 10.7176
[31] valid_0's poisson: -65.3913 valid_0's quantile: 10.6864
[32] valid_0's poisson: -65.5023 valid_0's quantile: 10.6552
[33] valid_0's poisson: -65.6136 valid_0's quantile: 10.6244
[34] valid_0's poisson: -65.7233 valid_0's quantile: 10.5937
[35] valid_0's poisson: -65.8333 valid_0's quantile: 10.5633
[36] valid_0's poisson: -65.9421 valid_0's quantile: 10.5331
[37] valid_0's poisson: -66.0514 valid_0's quantile: 10.5031
[38] valid_0's poisson: -66.1442 valid_0's quantile: 10.4755
[39] valid_0's poisson: -66.2511 valid_0's quantile: 10.4463
[40] valid_0's poisson: -66.3585 valid_0's quantile: 10.4173
[41] valid_0's poisson: -66.4759 valid_0's quantile: 10.3852
[42] valid_0's poisson: -66.5809 valid_0's quantile: 10.3567
[43] valid_0's poisson: -66.6865 valid_0's quantile: 10.3284
[44] valid_0's poisson: -66.7914 valid_0's quantile: 10.3004
[45] valid_0's poisson: -66.8945 valid_0's quantile: 10.2726
[46] valid_0's poisson: -66.9983 valid_0's quantile: 10.2449
[47] valid_0's poisson: -67.0988 valid_0's quantile: 10.2175
[48] valid_0's poisson: -67.2013 valid_0's quantile: 10.1901
[49] valid_0's poisson: -67.3133 valid_0's quantile: 10.1594
[50] valid_0's poisson: -67.4253 valid_0's quantile: 10.1289
[51] valid_0's poisson: -67.5365 valid_0's quantile: 10.0985
[52] valid_0's poisson: -67.6471 valid_0's quantile: 10.0684
[53] valid_0's poisson: -67.7565 valid_0's quantile: 10.0386
[54] valid_0's poisson: -67.8658 valid_0's quantile: 10.0089
[55] valid_0's poisson: -67.9744 valid_0's quantile: 9.97934
[56] valid_0's poisson: -68.0823 valid_0's quantile: 9.94988
[57] valid_0's poisson: -68.1892 valid_0's quantile: 9.9208
[58] valid_0's poisson: -68.2923 valid_0's quantile: 9.8914
[59] valid_0's poisson: -68.3948 valid_0's quantile: 9.86236
[60] valid_0's poisson: -68.5005 valid_0's quantile: 9.83388
[61] valid_0's poisson: -68.6053 valid_0's quantile: 9.80614
[62] valid_0's poisson: -68.7062 valid_0's quantile: 9.77817
[63] valid_0's poisson: -68.8065 valid_0's quantile: 9.75031
[64] valid_0's poisson: -68.91 valid_0's quantile: 9.723
[65] valid_0's poisson: -69.0092 valid_0's quantile: 9.69555
[66] valid_0's poisson: -69.1081 valid_0's quantile: 9.66826
[67] valid_0's poisson: -69.2064 valid_0's quantile: 9.64119
[68] valid_0's poisson: -69.3042 valid_0's quantile: 9.61441
[69] valid_0's poisson: -69.3884 valid_0's quantile: 9.58947
[70] valid_0's poisson: -69.4895 valid_0's quantile: 9.56297
[71] valid_0's poisson: -69.5899 valid_0's quantile: 9.53666
[72] valid_0's poisson: -69.6867 valid_0's quantile: 9.51032
[73] valid_0's poisson: -69.7748 valid_0's quantile: 9.4858
[74] valid_0's poisson: -69.8623 valid_0's quantile: 9.46137
[75] valid_0's poisson: -69.9629 valid_0's quantile: 9.43572
[76] valid_0's poisson: -70.0629 valid_0's quantile: 9.41018
[77] valid_0's poisson: -70.1623 valid_0's quantile: 9.38492
[78] valid_0's poisson: -70.2429 valid_0's quantile: 9.36157
[79] valid_0's poisson: -70.3231 valid_0's quantile: 9.33832
[80] valid_0's poisson: -70.4027 valid_0's quantile: 9.31525
[81] valid_0's poisson: -70.4991 valid_0's quantile: 9.29032
[82] valid_0's poisson: -70.5831 valid_0's quantile: 9.26708
[83] valid_0's poisson: -70.675 valid_0's quantile: 9.24249
[84] valid_0's poisson: -70.7665 valid_0's quantile: 9.21805
[85] valid_0's poisson: -70.862 valid_0's quantile: 9.1934
[86] valid_0's poisson: -70.961 valid_0's quantile: 9.16873
[87] valid_0's poisson: -71.0514 valid_0's quantile: 9.14682
[88] valid_0's poisson: -71.1368 valid_0's quantile: 9.12542
[89] valid_0's poisson: -71.2265 valid_0's quantile: 9.10375
[90] valid_0's poisson: -71.3156 valid_0's quantile: 9.08224
[91] valid_0's poisson: -71.4043 valid_0's quantile: 9.06082
[92] valid_0's poisson: -71.5026 valid_0's quantile: 9.03627
[93] valid_0's poisson: -71.6024 valid_0's quantile: 9.01184
[94] valid_0's poisson: -71.7016 valid_0's quantile: 8.98773
[95] valid_0's poisson: -71.8007 valid_0's quantile: 8.96354
[96] valid_0's poisson: -71.8989 valid_0's quantile: 8.93984
[97] valid_0's poisson: -71.9968 valid_0's quantile: 8.91596
[98] valid_0's poisson: -72.0816 valid_0's quantile: 8.89521
[99] valid_0's poisson: -72.1787 valid_0's quantile: 8.87162
[100] valid_0's poisson: -72.275 valid_0's quantile: 8.84845
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.6684 valid_0's quantile: 10.9649
[2] valid_0's poisson: -66.9848 valid_0's quantile: 10.3045
[3] valid_0's poisson: -69.0209 valid_0's quantile: 9.74426
[4] valid_0's poisson: -70.9145 valid_0's quantile: 9.23763
[5] valid_0's poisson: -72.7196 valid_0's quantile: 8.76891
[6] valid_0's poisson: -74.5436 valid_0's quantile: 8.33846
[7] valid_0's poisson: -76.2567 valid_0's quantile: 7.92677
[8] valid_0's poisson: -77.8471 valid_0's quantile: 7.53605
[9] valid_0's poisson: -79.3333 valid_0's quantile: 7.19504
[10] valid_0's poisson: -80.6968 valid_0's quantile: 6.88407
[11] valid_0's poisson: -81.9747 valid_0's quantile: 6.59725
[12] valid_0's poisson: -83.1473 valid_0's quantile: 6.3462
[13] valid_0's poisson: -84.2384 valid_0's quantile: 6.11685
[14] valid_0's poisson: -85.2709 valid_0's quantile: 5.91235
[15] valid_0's poisson: -86.2773 valid_0's quantile: 5.71809
[16] valid_0's poisson: -87.2802 valid_0's quantile: 5.52774
[17] valid_0's poisson: -88.2092 valid_0's quantile: 5.36333
[18] valid_0's poisson: -89.0679 valid_0's quantile: 5.20907
[19] valid_0's poisson: -89.8916 valid_0's quantile: 5.06431
[20] valid_0's poisson: -90.6718 valid_0's quantile: 4.92805
[21] valid_0's poisson: -91.4283 valid_0's quantile: 4.81036
[22] valid_0's poisson: -92.0976 valid_0's quantile: 4.7056
[23] valid_0's poisson: -92.7644 valid_0's quantile: 4.59818
[24] valid_0's poisson: -93.3705 valid_0's quantile: 4.49899
[25] valid_0's poisson: -93.9747 valid_0's quantile: 4.41274
[26] valid_0's poisson: -94.5145 valid_0's quantile: 4.32415
[27] valid_0's poisson: -95.0652 valid_0's quantile: 4.23614
[28] valid_0's poisson: -95.61 valid_0's quantile: 4.14929
[29] valid_0's poisson: -96.1056 valid_0's quantile: 4.08012
[30] valid_0's poisson: -96.5825 valid_0's quantile: 4.00858
[31] valid_0's poisson: -97.0246 valid_0's quantile: 3.94042
[32] valid_0's poisson: -97.4845 valid_0's quantile: 3.87383
[33] valid_0's poisson: -97.9064 valid_0's quantile: 3.81312
[34] valid_0's poisson: -98.2858 valid_0's quantile: 3.75733
[35] valid_0's poisson: -98.6335 valid_0's quantile: 3.71039
[36] valid_0's poisson: -98.9986 valid_0's quantile: 3.65892
[37] valid_0's poisson: -99.3401 valid_0's quantile: 3.61346
[38] valid_0's poisson: -99.6433 valid_0's quantile: 3.56775
[39] valid_0's poisson: -99.9252 valid_0's quantile: 3.52531
[40] valid_0's poisson: -100.194 valid_0's quantile: 3.48666
[41] valid_0's poisson: -100.46 valid_0's quantile: 3.44964
[42] valid_0's poisson: -100.705 valid_0's quantile: 3.41432
[43] valid_0's poisson: -100.932 valid_0's quantile: 3.38537
[44] valid_0's poisson: -101.143 valid_0's quantile: 3.35756
[45] valid_0's poisson: -101.334 valid_0's quantile: 3.33141
[46] valid_0's poisson: -101.521 valid_0's quantile: 3.30667
[47] valid_0's poisson: -101.689 valid_0's quantile: 3.28307
[48] valid_0's poisson: -101.86 valid_0's quantile: 3.26149
[49] valid_0's poisson: -102.019 valid_0's quantile: 3.23885
[50] valid_0's poisson: -102.176 valid_0's quantile: 3.21982
[51] valid_0's poisson: -102.327 valid_0's quantile: 3.20057
[52] valid_0's poisson: -102.463 valid_0's quantile: 3.18347
[53] valid_0's poisson: -102.592 valid_0's quantile: 3.16756
[54] valid_0's poisson: -102.711 valid_0's quantile: 3.15178
[55] valid_0's poisson: -102.832 valid_0's quantile: 3.13797
[56] valid_0's poisson: -102.946 valid_0's quantile: 3.12458
[57] valid_0's poisson: -103.052 valid_0's quantile: 3.11229
[58] valid_0's poisson: -103.15 valid_0's quantile: 3.0976
[59] valid_0's poisson: -103.251 valid_0's quantile: 3.08296
[60] valid_0's poisson: -103.354 valid_0's quantile: 3.07095
[61] valid_0's poisson: -103.447 valid_0's quantile: 3.06129
[62] valid_0's poisson: -103.534 valid_0's quantile: 3.05097
[63] valid_0's poisson: -103.619 valid_0's quantile: 3.04142
[64] valid_0's poisson: -103.695 valid_0's quantile: 3.03215
[65] valid_0's poisson: -103.773 valid_0's quantile: 3.02274
[66] valid_0's poisson: -103.841 valid_0's quantile: 3.01488
[67] valid_0's poisson: -103.904 valid_0's quantile: 3.00662
[68] valid_0's poisson: -103.957 valid_0's quantile: 2.99914
[69] valid_0's poisson: -104.017 valid_0's quantile: 2.99222
[70] valid_0's poisson: -104.079 valid_0's quantile: 2.98495
[71] valid_0's poisson: -104.138 valid_0's quantile: 2.97889
[72] valid_0's poisson: -104.188 valid_0's quantile: 2.97369
[73] valid_0's poisson: -104.237 valid_0's quantile: 2.96881
[74] valid_0's poisson: -104.28 valid_0's quantile: 2.96398
[75] valid_0's poisson: -104.32 valid_0's quantile: 2.96037
[76] valid_0's poisson: -104.357 valid_0's quantile: 2.95403
[77] valid_0's poisson: -104.393 valid_0's quantile: 2.95016
[78] valid_0's poisson: -104.427 valid_0's quantile: 2.94642
[79] valid_0's poisson: -104.455 valid_0's quantile: 2.94176
[80] valid_0's poisson: -104.481 valid_0's quantile: 2.93784
[81] valid_0's poisson: -104.5 valid_0's quantile: 2.93434
[82] valid_0's poisson: -104.522 valid_0's quantile: 2.93175
[83] valid_0's poisson: -104.546 valid_0's quantile: 2.92817
[84] valid_0's poisson: -104.569 valid_0's quantile: 2.92622
[85] valid_0's poisson: -104.594 valid_0's quantile: 2.92278
[86] valid_0's poisson: -104.617 valid_0's quantile: 2.92004
[87] valid_0's poisson: -104.63 valid_0's quantile: 2.91768
[88] valid_0's poisson: -104.646 valid_0's quantile: 2.91175
[89] valid_0's poisson: -104.659 valid_0's quantile: 2.91012
[90] valid_0's poisson: -104.677 valid_0's quantile: 2.90831
[91] valid_0's poisson: -104.689 valid_0's quantile: 2.90662
[92] valid_0's poisson: -104.707 valid_0's quantile: 2.90485
[93] valid_0's poisson: -104.727 valid_0's quantile: 2.90291
[94] valid_0's poisson: -104.737 valid_0's quantile: 2.90156
[95] valid_0's poisson: -104.75 valid_0's quantile: 2.90017
[96] valid_0's poisson: -104.763 valid_0's quantile: 2.89904
[97] valid_0's poisson: -104.774 valid_0's quantile: 2.8958
[98] valid_0's poisson: -104.793 valid_0's quantile: 2.89348
[99] valid_0's poisson: -104.808 valid_0's quantile: 2.89192
[100] valid_0's poisson: -104.818 valid_0's quantile: 2.89121
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.7578 valid_0's quantile: 10.9469
[2] valid_0's poisson: -67.07 valid_0's quantile: 10.2781
[3] valid_0's poisson: -69.1672 valid_0's quantile: 9.70571
[4] valid_0's poisson: -71.1052 valid_0's quantile: 9.18041
[5] valid_0's poisson: -73.023 valid_0's quantile: 8.69868
[6] valid_0's poisson: -74.7099 valid_0's quantile: 8.27896
[7] valid_0's poisson: -76.3501 valid_0's quantile: 7.88177
[8] valid_0's poisson: -77.8678 valid_0's quantile: 7.51929
[9] valid_0's poisson: -79.3684 valid_0's quantile: 7.17863
[10] valid_0's poisson: -80.7691 valid_0's quantile: 6.86414
[11] valid_0's poisson: -82.0043 valid_0's quantile: 6.59418
[12] valid_0's poisson: -83.2104 valid_0's quantile: 6.33846
[13] valid_0's poisson: -84.3349 valid_0's quantile: 6.10823
[14] valid_0's poisson: -85.4054 valid_0's quantile: 5.89539
[15] valid_0's poisson: -86.4527 valid_0's quantile: 5.69901
[16] valid_0's poisson: -87.4227 valid_0's quantile: 5.52563
[17] valid_0's poisson: -88.333 valid_0's quantile: 5.36002
[18] valid_0's poisson: -89.2061 valid_0's quantile: 5.19629
[19] valid_0's poisson: -90.0424 valid_0's quantile: 5.04795
[20] valid_0's poisson: -90.8137 valid_0's quantile: 4.91464
[21] valid_0's poisson: -91.5495 valid_0's quantile: 4.79556
[22] valid_0's poisson: -92.2245 valid_0's quantile: 4.68103
[23] valid_0's poisson: -92.8571 valid_0's quantile: 4.57052
[24] valid_0's poisson: -93.4458 valid_0's quantile: 4.46122
[25] valid_0's poisson: -94.0284 valid_0's quantile: 4.37117
[26] valid_0's poisson: -94.5735 valid_0's quantile: 4.28541
[27] valid_0's poisson: -95.1041 valid_0's quantile: 4.20865
[28] valid_0's poisson: -95.6277 valid_0's quantile: 4.12955
[29] valid_0's poisson: -96.099 valid_0's quantile: 4.06378
[30] valid_0's poisson: -96.5802 valid_0's quantile: 3.99848
[31] valid_0's poisson: -97.0356 valid_0's quantile: 3.93429
[32] valid_0's poisson: -97.4482 valid_0's quantile: 3.87428
[33] valid_0's poisson: -97.8744 valid_0's quantile: 3.8205
[34] valid_0's poisson: -98.2683 valid_0's quantile: 3.77131
[35] valid_0's poisson: -98.6086 valid_0's quantile: 3.72388
[36] valid_0's poisson: -98.9496 valid_0's quantile: 3.67391
[37] valid_0's poisson: -99.2643 valid_0's quantile: 3.63002
[38] valid_0's poisson: -99.5881 valid_0's quantile: 3.5886
[39] valid_0's poisson: -99.8839 valid_0's quantile: 3.54892
[40] valid_0's poisson: -100.17 valid_0's quantile: 3.51459
[41] valid_0's poisson: -100.407 valid_0's quantile: 3.48193
[42] valid_0's poisson: -100.654 valid_0's quantile: 3.44931
[43] valid_0's poisson: -100.881 valid_0's quantile: 3.41963
[44] valid_0's poisson: -101.083 valid_0's quantile: 3.38827
[45] valid_0's poisson: -101.268 valid_0's quantile: 3.36039
[46] valid_0's poisson: -101.449 valid_0's quantile: 3.33465
[47] valid_0's poisson: -101.619 valid_0's quantile: 3.31212
[48] valid_0's poisson: -101.789 valid_0's quantile: 3.28813
[49] valid_0's poisson: -101.956 valid_0's quantile: 3.26718
[50] valid_0's poisson: -102.094 valid_0's quantile: 3.25132
[51] valid_0's poisson: -102.241 valid_0's quantile: 3.23344
[52] valid_0's poisson: -102.379 valid_0's quantile: 3.21768
[53] valid_0's poisson: -102.501 valid_0's quantile: 3.20311
[54] valid_0's poisson: -102.63 valid_0's quantile: 3.18768
[55] valid_0's poisson: -102.756 valid_0's quantile: 3.1722
[56] valid_0's poisson: -102.871 valid_0's quantile: 3.15937
[57] valid_0's poisson: -102.977 valid_0's quantile: 3.14582
[58] valid_0's poisson: -103.083 valid_0's quantile: 3.13365
[59] valid_0's poisson: -103.177 valid_0's quantile: 3.11897
[60] valid_0's poisson: -103.267 valid_0's quantile: 3.10948
[61] valid_0's poisson: -103.349 valid_0's quantile: 3.0953
[62] valid_0's poisson: -103.438 valid_0's quantile: 3.07711
[63] valid_0's poisson: -103.513 valid_0's quantile: 3.06874
[64] valid_0's poisson: -103.582 valid_0's quantile: 3.06011
[65] valid_0's poisson: -103.657 valid_0's quantile: 3.0525
[66] valid_0's poisson: -103.722 valid_0's quantile: 3.04195
[67] valid_0's poisson: -103.788 valid_0's quantile: 3.035
[68] valid_0's poisson: -103.852 valid_0's quantile: 3.02478
[69] valid_0's poisson: -103.918 valid_0's quantile: 3.01801
[70] valid_0's poisson: -103.975 valid_0's quantile: 3.01091
[71] valid_0's poisson: -104.025 valid_0's quantile: 3.00429
[72] valid_0's poisson: -104.078 valid_0's quantile: 2.99502
[73] valid_0's poisson: -104.121 valid_0's quantile: 2.99123
[74] valid_0's poisson: -104.165 valid_0's quantile: 2.98612
[75] valid_0's poisson: -104.205 valid_0's quantile: 2.98264
[76] valid_0's poisson: -104.242 valid_0's quantile: 2.97898
[77] valid_0's poisson: -104.281 valid_0's quantile: 2.97428
[78] valid_0's poisson: -104.31 valid_0's quantile: 2.96942
[79] valid_0's poisson: -104.348 valid_0's quantile: 2.96452
[80] valid_0's poisson: -104.374 valid_0's quantile: 2.96068
[81] valid_0's poisson: -104.397 valid_0's quantile: 2.95773
[82] valid_0's poisson: -104.423 valid_0's quantile: 2.95581
[83] valid_0's poisson: -104.445 valid_0's quantile: 2.95411
[84] valid_0's poisson: -104.466 valid_0's quantile: 2.95152
[85] valid_0's poisson: -104.488 valid_0's quantile: 2.9438
[86] valid_0's poisson: -104.505 valid_0's quantile: 2.93873
[87] valid_0's poisson: -104.521 valid_0's quantile: 2.93632
[88] valid_0's poisson: -104.536 valid_0's quantile: 2.93402
[89] valid_0's poisson: -104.556 valid_0's quantile: 2.93149
[90] valid_0's poisson: -104.576 valid_0's quantile: 2.92904
[91] valid_0's poisson: -104.592 valid_0's quantile: 2.92741
[92] valid_0's poisson: -104.609 valid_0's quantile: 2.92511
[93] valid_0's poisson: -104.63 valid_0's quantile: 2.92275
[94] valid_0's poisson: -104.644 valid_0's quantile: 2.91953
[95] valid_0's poisson: -104.658 valid_0's quantile: 2.91781
[96] valid_0's poisson: -104.672 valid_0's quantile: 2.91631
[97] valid_0's poisson: -104.681 valid_0's quantile: 2.91484
[98] valid_0's poisson: -104.688 valid_0's quantile: 2.91232
[99] valid_0's poisson: -104.707 valid_0's quantile: 2.90938
[100] valid_0's poisson: -104.725 valid_0's quantile: 2.90736
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -65.3252 valid_0's quantile: 10.9426
[2] valid_0's poisson: -67.6239 valid_0's quantile: 10.2798
[3] valid_0's poisson: -69.7325 valid_0's quantile: 9.69326
[4] valid_0's poisson: -71.6501 valid_0's quantile: 9.16716
[5] valid_0's poisson: -73.4429 valid_0's quantile: 8.68419
[6] valid_0's poisson: -75.1862 valid_0's quantile: 8.25291
[7] valid_0's poisson: -76.8024 valid_0's quantile: 7.85618
[8] valid_0's poisson: -78.3688 valid_0's quantile: 7.48549
[9] valid_0's poisson: -79.8224 valid_0's quantile: 7.14704
[10] valid_0's poisson: -81.1949 valid_0's quantile: 6.83132
[11] valid_0's poisson: -82.4584 valid_0's quantile: 6.54714
[12] valid_0's poisson: -83.6347 valid_0's quantile: 6.29766
[13] valid_0's poisson: -84.7318 valid_0's quantile: 6.07888
[14] valid_0's poisson: -85.7447 valid_0's quantile: 5.88079
[15] valid_0's poisson: -86.7527 valid_0's quantile: 5.68524
[16] valid_0's poisson: -87.7104 valid_0's quantile: 5.50464
[17] valid_0's poisson: -88.6087 valid_0's quantile: 5.34287
[18] valid_0's poisson: -89.4576 valid_0's quantile: 5.1912
[19] valid_0's poisson: -90.2419 valid_0's quantile: 5.04765
[20] valid_0's poisson: -90.9763 valid_0's quantile: 4.91918
[21] valid_0's poisson: -91.6889 valid_0's quantile: 4.80101
[22] valid_0's poisson: -92.3401 valid_0's quantile: 4.69508
[23] valid_0's poisson: -92.9553 valid_0's quantile: 4.59631
[24] valid_0's poisson: -93.5362 valid_0's quantile: 4.50498
[25] valid_0's poisson: -94.1162 valid_0's quantile: 4.41699
[26] valid_0's poisson: -94.6628 valid_0's quantile: 4.32973
[27] valid_0's poisson: -95.1496 valid_0's quantile: 4.23996
[28] valid_0's poisson: -95.655 valid_0's quantile: 4.16313
[29] valid_0's poisson: -96.1218 valid_0's quantile: 4.08696
[30] valid_0's poisson: -96.5848 valid_0's quantile: 4.01554
[31] valid_0's poisson: -96.9806 valid_0's quantile: 3.95463
[32] valid_0's poisson: -97.4231 valid_0's quantile: 3.88951
[33] valid_0's poisson: -97.8412 valid_0's quantile: 3.829
[34] valid_0's poisson: -98.2479 valid_0's quantile: 3.77617
[35] valid_0's poisson: -98.5953 valid_0's quantile: 3.72935
[36] valid_0's poisson: -98.9453 valid_0's quantile: 3.67625
[37] valid_0's poisson: -99.2528 valid_0's quantile: 3.63288
[38] valid_0's poisson: -99.5742 valid_0's quantile: 3.59152
[39] valid_0's poisson: -99.8519 valid_0's quantile: 3.55257
[40] valid_0's poisson: -100.133 valid_0's quantile: 3.51221
[41] valid_0's poisson: -100.389 valid_0's quantile: 3.47823
[42] valid_0's poisson: -100.61 valid_0's quantile: 3.44298
[43] valid_0's poisson: -100.836 valid_0's quantile: 3.40993
[44] valid_0's poisson: -101.054 valid_0's quantile: 3.38204
[45] valid_0's poisson: -101.262 valid_0's quantile: 3.34971
[46] valid_0's poisson: -101.469 valid_0's quantile: 3.32307
[47] valid_0's poisson: -101.657 valid_0's quantile: 3.29808
[48] valid_0's poisson: -101.818 valid_0's quantile: 3.27522
[49] valid_0's poisson: -101.966 valid_0's quantile: 3.25471
[50] valid_0's poisson: -102.122 valid_0's quantile: 3.23455
[51] valid_0's poisson: -102.267 valid_0's quantile: 3.21566
[52] valid_0's poisson: -102.411 valid_0's quantile: 3.19835
[53] valid_0's poisson: -102.547 valid_0's quantile: 3.1813
[54] valid_0's poisson: -102.677 valid_0's quantile: 3.16479
[55] valid_0's poisson: -102.793 valid_0's quantile: 3.15024
[56] valid_0's poisson: -102.904 valid_0's quantile: 3.13622
[57] valid_0's poisson: -103.021 valid_0's quantile: 3.12366
[58] valid_0's poisson: -103.11 valid_0's quantile: 3.11141
[59] valid_0's poisson: -103.215 valid_0's quantile: 3.09977
[60] valid_0's poisson: -103.311 valid_0's quantile: 3.08931
[61] valid_0's poisson: -103.388 valid_0's quantile: 3.07895
[62] valid_0's poisson: -103.471 valid_0's quantile: 3.06863
[63] valid_0's poisson: -103.551 valid_0's quantile: 3.05953
[64] valid_0's poisson: -103.627 valid_0's quantile: 3.05013
[65] valid_0's poisson: -103.689 valid_0's quantile: 3.03863
[66] valid_0's poisson: -103.753 valid_0's quantile: 3.02967
[67] valid_0's poisson: -103.817 valid_0's quantile: 3.02282
[68] valid_0's poisson: -103.875 valid_0's quantile: 3.01628
[69] valid_0's poisson: -103.917 valid_0's quantile: 3.00173
[70] valid_0's poisson: -103.976 valid_0's quantile: 2.98835
[71] valid_0's poisson: -104.018 valid_0's quantile: 2.98013
[72] valid_0's poisson: -104.068 valid_0's quantile: 2.97233
[73] valid_0's poisson: -104.119 valid_0's quantile: 2.96582
[74] valid_0's poisson: -104.152 valid_0's quantile: 2.9579
[75] valid_0's poisson: -104.187 valid_0's quantile: 2.95448
[76] valid_0's poisson: -104.227 valid_0's quantile: 2.94948
[77] valid_0's poisson: -104.261 valid_0's quantile: 2.93566
[78] valid_0's poisson: -104.291 valid_0's quantile: 2.93363
[79] valid_0's poisson: -104.325 valid_0's quantile: 2.93021
[80] valid_0's poisson: -104.36 valid_0's quantile: 2.92555
[81] valid_0's poisson: -104.387 valid_0's quantile: 2.91794
[82] valid_0's poisson: -104.424 valid_0's quantile: 2.91229
[83] valid_0's poisson: -104.457 valid_0's quantile: 2.90667
[84] valid_0's poisson: -104.488 valid_0's quantile: 2.89786
[85] valid_0's poisson: -104.509 valid_0's quantile: 2.8959
[86] valid_0's poisson: -104.539 valid_0's quantile: 2.89286
[87] valid_0's poisson: -104.559 valid_0's quantile: 2.89105
[88] valid_0's poisson: -104.58 valid_0's quantile: 2.88977
[89] valid_0's poisson: -104.602 valid_0's quantile: 2.88775
[90] valid_0's poisson: -104.624 valid_0's quantile: 2.88501
[91] valid_0's poisson: -104.647 valid_0's quantile: 2.88209
[92] valid_0's poisson: -104.665 valid_0's quantile: 2.87972
[93] valid_0's poisson: -104.682 valid_0's quantile: 2.87821
[94] valid_0's poisson: -104.699 valid_0's quantile: 2.87618
[95] valid_0's poisson: -104.718 valid_0's quantile: 2.87422
[96] valid_0's poisson: -104.733 valid_0's quantile: 2.87282
[97] valid_0's poisson: -104.746 valid_0's quantile: 2.87196
[98] valid_0's poisson: -104.759 valid_0's quantile: 2.86694
[99] valid_0's poisson: -104.772 valid_0's quantile: 2.86653
[100] valid_0's poisson: -104.782 valid_0's quantile: 2.86509
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -65.9489 valid_0's quantile: 10.9378
[2] valid_0's poisson: -68.197 valid_0's quantile: 10.2587
[3] valid_0's poisson: -70.229 valid_0's quantile: 9.67407
[4] valid_0's poisson: -72.1185 valid_0's quantile: 9.14983
[5] valid_0's poisson: -73.9798 valid_0's quantile: 8.66607
[6] valid_0's poisson: -75.6963 valid_0's quantile: 8.23305
[7] valid_0's poisson: -77.2837 valid_0's quantile: 7.84783
[8] valid_0's poisson: -78.7791 valid_0's quantile: 7.48639
[9] valid_0's poisson: -80.1935 valid_0's quantile: 7.15417
[10] valid_0's poisson: -81.4939 valid_0's quantile: 6.84688
[11] valid_0's poisson: -82.6696 valid_0's quantile: 6.56903
[12] valid_0's poisson: -83.7808 valid_0's quantile: 6.32617
[13] valid_0's poisson: -84.8664 valid_0's quantile: 6.09402
[14] valid_0's poisson: -85.8563 valid_0's quantile: 5.8874
[15] valid_0's poisson: -86.8463 valid_0's quantile: 5.69938
[16] valid_0's poisson: -87.7909 valid_0's quantile: 5.51593
[17] valid_0's poisson: -88.7092 valid_0's quantile: 5.34449
[18] valid_0's poisson: -89.5545 valid_0's quantile: 5.19831
[19] valid_0's poisson: -90.3511 valid_0's quantile: 5.05874
[20] valid_0's poisson: -91.0862 valid_0's quantile: 4.93537
[21] valid_0's poisson: -91.7845 valid_0's quantile: 4.8203
[22] valid_0's poisson: -92.4266 valid_0's quantile: 4.71358
[23] valid_0's poisson: -93.0528 valid_0's quantile: 4.61294
[24] valid_0's poisson: -93.6464 valid_0's quantile: 4.50747
[25] valid_0's poisson: -94.2288 valid_0's quantile: 4.41087
[26] valid_0's poisson: -94.804 valid_0's quantile: 4.31721
[27] valid_0's poisson: -95.3236 valid_0's quantile: 4.2315
[28] valid_0's poisson: -95.8119 valid_0's quantile: 4.14615
[29] valid_0's poisson: -96.2908 valid_0's quantile: 4.07145
[30] valid_0's poisson: -96.7457 valid_0's quantile: 4.00584
[31] valid_0's poisson: -97.2189 valid_0's quantile: 3.93962
[32] valid_0's poisson: -97.6443 valid_0's quantile: 3.88235
[33] valid_0's poisson: -98.0161 valid_0's quantile: 3.83138
[34] valid_0's poisson: -98.4014 valid_0's quantile: 3.77795
[35] valid_0's poisson: -98.757 valid_0's quantile: 3.72558
[36] valid_0's poisson: -99.0884 valid_0's quantile: 3.67256
[37] valid_0's poisson: -99.3999 valid_0's quantile: 3.6296
[38] valid_0's poisson: -99.6903 valid_0's quantile: 3.58645
[39] valid_0's poisson: -99.991 valid_0's quantile: 3.54615
[40] valid_0's poisson: -100.262 valid_0's quantile: 3.51003
[41] valid_0's poisson: -100.51 valid_0's quantile: 3.47659
[42] valid_0's poisson: -100.758 valid_0's quantile: 3.43765
[43] valid_0's poisson: -100.98 valid_0's quantile: 3.40876
[44] valid_0's poisson: -101.181 valid_0's quantile: 3.38048
[45] valid_0's poisson: -101.383 valid_0's quantile: 3.354
[46] valid_0's poisson: -101.575 valid_0's quantile: 3.32993
[47] valid_0's poisson: -101.764 valid_0's quantile: 3.30527
[48] valid_0's poisson: -101.945 valid_0's quantile: 3.28237
[49] valid_0's poisson: -102.103 valid_0's quantile: 3.26219
[50] valid_0's poisson: -102.258 valid_0's quantile: 3.24265
[51] valid_0's poisson: -102.407 valid_0's quantile: 3.22307
[52] valid_0's poisson: -102.536 valid_0's quantile: 3.2046
[53] valid_0's poisson: -102.67 valid_0's quantile: 3.1891
[54] valid_0's poisson: -102.796 valid_0's quantile: 3.17403
[55] valid_0's poisson: -102.911 valid_0's quantile: 3.16022
[56] valid_0's poisson: -103.017 valid_0's quantile: 3.14443
[57] valid_0's poisson: -103.129 valid_0's quantile: 3.1315
[58] valid_0's poisson: -103.228 valid_0's quantile: 3.11849
[59] valid_0's poisson: -103.322 valid_0's quantile: 3.10664
[60] valid_0's poisson: -103.401 valid_0's quantile: 3.09421
[61] valid_0's poisson: -103.484 valid_0's quantile: 3.08442
[62] valid_0's poisson: -103.568 valid_0's quantile: 3.07434
[63] valid_0's poisson: -103.644 valid_0's quantile: 3.06501
[64] valid_0's poisson: -103.72 valid_0's quantile: 3.05703
[65] valid_0's poisson: -103.79 valid_0's quantile: 3.04887
[66] valid_0's poisson: -103.852 valid_0's quantile: 3.04183
[67] valid_0's poisson: -103.914 valid_0's quantile: 3.03522
[68] valid_0's poisson: -103.969 valid_0's quantile: 3.03017
[69] valid_0's poisson: -104.025 valid_0's quantile: 3.01554
[70] valid_0's poisson: -104.077 valid_0's quantile: 3.01156
[71] valid_0's poisson: -104.126 valid_0's quantile: 3.00356
[72] valid_0's poisson: -104.169 valid_0's quantile: 2.99953
[73] valid_0's poisson: -104.209 valid_0's quantile: 2.99331
[74] valid_0's poisson: -104.249 valid_0's quantile: 2.98846
[75] valid_0's poisson: -104.28 valid_0's quantile: 2.98362
[76] valid_0's poisson: -104.316 valid_0's quantile: 2.97654
[77] valid_0's poisson: -104.341 valid_0's quantile: 2.9729
[78] valid_0's poisson: -104.369 valid_0's quantile: 2.96597
[79] valid_0's poisson: -104.401 valid_0's quantile: 2.96143
[80] valid_0's poisson: -104.432 valid_0's quantile: 2.95896
[81] valid_0's poisson: -104.46 valid_0's quantile: 2.95622
[82] valid_0's poisson: -104.487 valid_0's quantile: 2.94871
[83] valid_0's poisson: -104.511 valid_0's quantile: 2.9468
[84] valid_0's poisson: -104.531 valid_0's quantile: 2.94524
[85] valid_0's poisson: -104.553 valid_0's quantile: 2.94381
[86] valid_0's poisson: -104.578 valid_0's quantile: 2.93734
[87] valid_0's poisson: -104.598 valid_0's quantile: 2.9339
[88] valid_0's poisson: -104.614 valid_0's quantile: 2.92915
[89] valid_0's poisson: -104.638 valid_0's quantile: 2.92438
[90] valid_0's poisson: -104.658 valid_0's quantile: 2.9184
[91] valid_0's poisson: -104.677 valid_0's quantile: 2.9165
[92] valid_0's poisson: -104.7 valid_0's quantile: 2.91371
[93] valid_0's poisson: -104.716 valid_0's quantile: 2.91229
[94] valid_0's poisson: -104.722 valid_0's quantile: 2.90939
[95] valid_0's poisson: -104.737 valid_0's quantile: 2.90795
[96] valid_0's poisson: -104.754 valid_0's quantile: 2.90642
[97] valid_0's poisson: -104.776 valid_0's quantile: 2.9046
[98] valid_0's poisson: -104.787 valid_0's quantile: 2.90382
[99] valid_0's poisson: -104.801 valid_0's quantile: 2.90317
[100] valid_0's poisson: -104.812 valid_0's quantile: 2.90245
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -64.6742 valid_0's quantile: 10.9779
[2] valid_0's poisson: -66.9808 valid_0's quantile: 10.3161
[3] valid_0's poisson: -69.0767 valid_0's quantile: 9.73837
[4] valid_0's poisson: -71.0243 valid_0's quantile: 9.22628
[5] valid_0's poisson: -72.7854 valid_0's quantile: 8.76128
[6] valid_0's poisson: -74.5183 valid_0's quantile: 8.33205
[7] valid_0's poisson: -76.1524 valid_0's quantile: 7.94187
[8] valid_0's poisson: -77.7845 valid_0's quantile: 7.56157
[9] valid_0's poisson: -79.2896 valid_0's quantile: 7.21943
[10] valid_0's poisson: -80.6293 valid_0's quantile: 6.92843
[11] valid_0's poisson: -81.9292 valid_0's quantile: 6.63904
[12] valid_0's poisson: -83.134 valid_0's quantile: 6.39335
[13] valid_0's poisson: -84.2521 valid_0's quantile: 6.16038
[14] valid_0's poisson: -85.3006 valid_0's quantile: 5.95657
[15] valid_0's poisson: -86.2938 valid_0's quantile: 5.76436
[16] valid_0's poisson: -87.1942 valid_0's quantile: 5.58832
[17] valid_0's poisson: -88.127 valid_0's quantile: 5.42057
[18] valid_0's poisson: -89.0235 valid_0's quantile: 5.26395
[19] valid_0's poisson: -89.824 valid_0's quantile: 5.112
[20] valid_0's poisson: -90.5851 valid_0's quantile: 4.97879
[21] valid_0's poisson: -91.3084 valid_0's quantile: 4.86033
[22] valid_0's poisson: -91.9714 valid_0's quantile: 4.75225
[23] valid_0's poisson: -92.6343 valid_0's quantile: 4.64762
[24] valid_0's poisson: -93.2818 valid_0's quantile: 4.54806
[25] valid_0's poisson: -93.8825 valid_0's quantile: 4.45073
[26] valid_0's poisson: -94.4389 valid_0's quantile: 4.36287
[27] valid_0's poisson: -94.9571 valid_0's quantile: 4.28061
[28] valid_0's poisson: -95.4533 valid_0's quantile: 4.20317
[29] valid_0's poisson: -95.9524 valid_0's quantile: 4.12469
[30] valid_0's poisson: -96.4225 valid_0's quantile: 4.04771
[31] valid_0's poisson: -96.8816 valid_0's quantile: 3.98499
[32] valid_0's poisson: -97.3083 valid_0's quantile: 3.92166
[33] valid_0's poisson: -97.7271 valid_0's quantile: 3.86365
[34] valid_0's poisson: -98.1383 valid_0's quantile: 3.80558
[35] valid_0's poisson: -98.4992 valid_0's quantile: 3.75258
[36] valid_0's poisson: -98.8414 valid_0's quantile: 3.69987
[37] valid_0's poisson: -99.1888 valid_0's quantile: 3.65453
[38] valid_0's poisson: -99.505 valid_0's quantile: 3.61303
[39] valid_0's poisson: -99.7981 valid_0's quantile: 3.57034
[40] valid_0's poisson: -100.084 valid_0's quantile: 3.52598
[41] valid_0's poisson: -100.328 valid_0's quantile: 3.49014
[42] valid_0's poisson: -100.567 valid_0's quantile: 3.4578
[43] valid_0's poisson: -100.788 valid_0's quantile: 3.42818
[44] valid_0's poisson: -101.004 valid_0's quantile: 3.39307
[45] valid_0's poisson: -101.205 valid_0's quantile: 3.36657
[46] valid_0's poisson: -101.395 valid_0's quantile: 3.33751
[47] valid_0's poisson: -101.584 valid_0's quantile: 3.31168
[48] valid_0's poisson: -101.765 valid_0's quantile: 3.28782
[49] valid_0's poisson: -101.936 valid_0's quantile: 3.26502
[50] valid_0's poisson: -102.09 valid_0's quantile: 3.24453
[51] valid_0's poisson: -102.235 valid_0's quantile: 3.22589
[52] valid_0's poisson: -102.373 valid_0's quantile: 3.20864
[53] valid_0's poisson: -102.501 valid_0's quantile: 3.19201
[54] valid_0's poisson: -102.613 valid_0's quantile: 3.17594
[55] valid_0's poisson: -102.739 valid_0's quantile: 3.15878
[56] valid_0's poisson: -102.86 valid_0's quantile: 3.14441
[57] valid_0's poisson: -102.97 valid_0's quantile: 3.12389
[58] valid_0's poisson: -103.085 valid_0's quantile: 3.11053
[59] valid_0's poisson: -103.193 valid_0's quantile: 3.0977
[60] valid_0's poisson: -103.287 valid_0's quantile: 3.08678
[61] valid_0's poisson: -103.378 valid_0's quantile: 3.07626
[62] valid_0's poisson: -103.461 valid_0's quantile: 3.06702
[63] valid_0's poisson: -103.543 valid_0's quantile: 3.05791
[64] valid_0's poisson: -103.612 valid_0's quantile: 3.0498
[65] valid_0's poisson: -103.68 valid_0's quantile: 3.04067
[66] valid_0's poisson: -103.745 valid_0's quantile: 3.0337
[67] valid_0's poisson: -103.809 valid_0's quantile: 3.02658
[68] valid_0's poisson: -103.857 valid_0's quantile: 3.01675
[69] valid_0's poisson: -103.904 valid_0's quantile: 3.0105
[70] valid_0's poisson: -103.955 valid_0's quantile: 3.00512
[71] valid_0's poisson: -104.006 valid_0's quantile: 2.99945
[72] valid_0's poisson: -104.056 valid_0's quantile: 2.99426
[73] valid_0's poisson: -104.095 valid_0's quantile: 2.98954
[74] valid_0's poisson: -104.141 valid_0's quantile: 2.98487
[75] valid_0's poisson: -104.184 valid_0's quantile: 2.97916
[76] valid_0's poisson: -104.224 valid_0's quantile: 2.97234
[77] valid_0's poisson: -104.257 valid_0's quantile: 2.96937
[78] valid_0's poisson: -104.289 valid_0's quantile: 2.96471
[79] valid_0's poisson: -104.322 valid_0's quantile: 2.96095
[80] valid_0's poisson: -104.354 valid_0's quantile: 2.95684
[81] valid_0's poisson: -104.39 valid_0's quantile: 2.94251
[82] valid_0's poisson: -104.413 valid_0's quantile: 2.93962
[83] valid_0's poisson: -104.448 valid_0's quantile: 2.93653
[84] valid_0's poisson: -104.48 valid_0's quantile: 2.93284
[85] valid_0's poisson: -104.505 valid_0's quantile: 2.93018
[86] valid_0's poisson: -104.537 valid_0's quantile: 2.92682
[87] valid_0's poisson: -104.561 valid_0's quantile: 2.9243
[88] valid_0's poisson: -104.581 valid_0's quantile: 2.92281
[89] valid_0's poisson: -104.6 valid_0's quantile: 2.92063
[90] valid_0's poisson: -104.619 valid_0's quantile: 2.91722
[91] valid_0's poisson: -104.638 valid_0's quantile: 2.91527
[92] valid_0's poisson: -104.652 valid_0's quantile: 2.91426
[93] valid_0's poisson: -104.668 valid_0's quantile: 2.91315
[94] valid_0's poisson: -104.687 valid_0's quantile: 2.9113
[95] valid_0's poisson: -104.702 valid_0's quantile: 2.90917
[96] valid_0's poisson: -104.717 valid_0's quantile: 2.90724
[97] valid_0's poisson: -104.733 valid_0's quantile: 2.90519
[98] valid_0's poisson: -104.743 valid_0's quantile: 2.90314
[99] valid_0's poisson: -104.751 valid_0's quantile: 2.8989
[100] valid_0's poisson: -104.757 valid_0's quantile: 2.89347
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -66.4887 valid_0's quantile: 10.1948
[2] valid_0's poisson: -71.6903 valid_0's quantile: 8.86283
[3] valid_0's poisson: -76.2978 valid_0's quantile: 7.9986
[4] valid_0's poisson: -80.1107 valid_0's quantile: 7.24809
[5] valid_0's poisson: -84.0519 valid_0's quantile: 6.65981
[6] valid_0's poisson: -86.0107 valid_0's quantile: 6.22428
[7] valid_0's poisson: -88.4319 valid_0's quantile: 5.84835
[8] valid_0's poisson: -90.4024 valid_0's quantile: 5.57827
[9] valid_0's poisson: -91.9155 valid_0's quantile: 5.38312
[10] valid_0's poisson: -92.5473 valid_0's quantile: 5.20824
[11] valid_0's poisson: -93.1211 valid_0's quantile: 5.06023
[12] valid_0's poisson: -94.0023 valid_0's quantile: 4.93398
[13] valid_0's poisson: -94.5566 valid_0's quantile: 4.86675
[14] valid_0's poisson: -94.9059 valid_0's quantile: 4.802
[15] valid_0's poisson: -95.3471 valid_0's quantile: 4.73582
[16] valid_0's poisson: -95.6972 valid_0's quantile: 4.6927
[17] valid_0's poisson: -96.0776 valid_0's quantile: 4.65054
[18] valid_0's poisson: -96.3226 valid_0's quantile: 4.62436
[19] valid_0's poisson: -96.6391 valid_0's quantile: 4.5915
[20] valid_0's poisson: -96.7348 valid_0's quantile: 4.57646
[21] valid_0's poisson: -96.6688 valid_0's quantile: 4.54344
[22] valid_0's poisson: -96.824 valid_0's quantile: 4.52516
[23] valid_0's poisson: -96.8952 valid_0's quantile: 4.51174
[24] valid_0's poisson: -96.972 valid_0's quantile: 4.50345
[25] valid_0's poisson: -97.0549 valid_0's quantile: 4.49624
[26] valid_0's poisson: -97.1651 valid_0's quantile: 4.48364
[27] valid_0's poisson: -97.2521 valid_0's quantile: 4.46266
[28] valid_0's poisson: -97.3056 valid_0's quantile: 4.4577
[29] valid_0's poisson: -97.3725 valid_0's quantile: 4.45104
[30] valid_0's poisson: -97.3858 valid_0's quantile: 4.44755
[31] valid_0's poisson: -97.309 valid_0's quantile: 4.43304
[32] valid_0's poisson: -97.9908 valid_0's quantile: 4.35364
[33] valid_0's poisson: -98.0677 valid_0's quantile: 4.31818
[34] valid_0's poisson: -98.1192 valid_0's quantile: 4.31214
[35] valid_0's poisson: -98.2182 valid_0's quantile: 4.30382
[36] valid_0's poisson: -98.2692 valid_0's quantile: 4.28745
[37] valid_0's poisson: -98.3337 valid_0's quantile: 4.2801
[38] valid_0's poisson: -98.4065 valid_0's quantile: 4.27619
[39] valid_0's poisson: -98.4214 valid_0's quantile: 4.27395
[40] valid_0's poisson: -98.4106 valid_0's quantile: 4.26896
[41] valid_0's poisson: -98.46 valid_0's quantile: 4.25506
[42] valid_0's poisson: -98.4834 valid_0's quantile: 4.25059
[43] valid_0's poisson: -98.4858 valid_0's quantile: 4.24901
[44] valid_0's poisson: -98.7618 valid_0's quantile: 4.1939
[45] valid_0's poisson: -98.7417 valid_0's quantile: 4.15869
[46] valid_0's poisson: -98.8318 valid_0's quantile: 4.14934
[47] valid_0's poisson: -98.883 valid_0's quantile: 4.14367
[48] valid_0's poisson: -98.922 valid_0's quantile: 4.13731
[49] valid_0's poisson: -98.9564 valid_0's quantile: 4.1282
[50] valid_0's poisson: -98.9665 valid_0's quantile: 4.1026
[51] valid_0's poisson: -98.9836 valid_0's quantile: 4.10242
[52] valid_0's poisson: -98.9908 valid_0's quantile: 4.10233
[53] valid_0's poisson: -99.013 valid_0's quantile: 4.10174
[54] valid_0's poisson: -99.0395 valid_0's quantile: 4.09961
[55] valid_0's poisson: -99.0511 valid_0's quantile: 4.09926
[56] valid_0's poisson: -99.0689 valid_0's quantile: 4.09284
[57] valid_0's poisson: -99.0901 valid_0's quantile: 4.08995
[58] valid_0's poisson: -99.1019 valid_0's quantile: 4.07511
[59] valid_0's poisson: -99.0969 valid_0's quantile: 4.07515
[60] valid_0's poisson: -99.128 valid_0's quantile: 4.07347
[61] valid_0's poisson: -99.1384 valid_0's quantile: 4.0707
[62] valid_0's poisson: -99.1493 valid_0's quantile: 4.07055
[63] valid_0's poisson: -99.1532 valid_0's quantile: 4.06997
[64] valid_0's poisson: -99.1835 valid_0's quantile: 4.06794
[65] valid_0's poisson: -99.1818 valid_0's quantile: 4.06238
[66] valid_0's poisson: -99.1801 valid_0's quantile: 4.0606
[67] valid_0's poisson: -99.1886 valid_0's quantile: 4.05998
[68] valid_0's poisson: -99.1963 valid_0's quantile: 4.05123
[69] valid_0's poisson: -99.2434 valid_0's quantile: 4.03392
[70] valid_0's poisson: -99.2493 valid_0's quantile: 4.03379
[71] valid_0's poisson: -99.3328 valid_0's quantile: 4.01554
[72] valid_0's poisson: -99.3174 valid_0's quantile: 4.01054
[73] valid_0's poisson: -99.3274 valid_0's quantile: 4.00986
[74] valid_0's poisson: -99.3939 valid_0's quantile: 3.99665
[75] valid_0's poisson: -99.4944 valid_0's quantile: 3.99057
[76] valid_0's poisson: -99.4844 valid_0's quantile: 3.99008
[77] valid_0's poisson: -99.5049 valid_0's quantile: 3.98849
[78] valid_0's poisson: -99.4842 valid_0's quantile: 3.98685
[79] valid_0's poisson: -99.5055 valid_0's quantile: 3.98319
[80] valid_0's poisson: -99.496 valid_0's quantile: 3.97926
[81] valid_0's poisson: -99.5388 valid_0's quantile: 3.97507
[82] valid_0's poisson: -99.5757 valid_0's quantile: 3.96779
[83] valid_0's poisson: -99.5696 valid_0's quantile: 3.96817
[84] valid_0's poisson: -99.5655 valid_0's quantile: 3.96739
[85] valid_0's poisson: -99.578 valid_0's quantile: 3.96664
[86] valid_0's poisson: -99.6406 valid_0's quantile: 3.96515
[87] valid_0's poisson: -99.6373 valid_0's quantile: 3.96495
[88] valid_0's poisson: -99.6072 valid_0's quantile: 3.96096
[89] valid_0's poisson: -99.6541 valid_0's quantile: 3.95962
[90] valid_0's poisson: -99.6581 valid_0's quantile: 3.95728
[91] valid_0's poisson: -99.6649 valid_0's quantile: 3.95636
[92] valid_0's poisson: -99.6958 valid_0's quantile: 3.95566
[93] valid_0's poisson: -99.6953 valid_0's quantile: 3.95519
[94] valid_0's poisson: -99.6637 valid_0's quantile: 3.95259
[95] valid_0's poisson: -99.7046 valid_0's quantile: 3.95089
[96] valid_0's poisson: -99.7303 valid_0's quantile: 3.9482
[97] valid_0's poisson: -99.7131 valid_0's quantile: 3.94789
[98] valid_0's poisson: -99.7224 valid_0's quantile: 3.94649
[99] valid_0's poisson: -99.7385 valid_0's quantile: 3.9448
[100] valid_0's poisson: -99.7433 valid_0's quantile: 3.94375
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -66.4537 valid_0's quantile: 10.1868
[2] valid_0's poisson: -71.6848 valid_0's quantile: 8.85188
[3] valid_0's poisson: -76.335 valid_0's quantile: 8.07653
[4] valid_0's poisson: -79.5875 valid_0's quantile: 7.26422
[5] valid_0's poisson: -83.4194 valid_0's quantile: 6.68506
[6] valid_0's poisson: -85.7227 valid_0's quantile: 6.20876
[7] valid_0's poisson: -88.1636 valid_0's quantile: 5.85983
[8] valid_0's poisson: -90.1784 valid_0's quantile: 5.55929
[9] valid_0's poisson: -91.4805 valid_0's quantile: 5.36208
[10] valid_0's poisson: -92.2116 valid_0's quantile: 5.17426
[11] valid_0's poisson: -93.3749 valid_0's quantile: 5.01272
[12] valid_0's poisson: -93.9769 valid_0's quantile: 4.92566
[13] valid_0's poisson: -94.6893 valid_0's quantile: 4.8281
[14] valid_0's poisson: -95.1254 valid_0's quantile: 4.77742
[15] valid_0's poisson: -95.5196 valid_0's quantile: 4.72244
[16] valid_0's poisson: -95.6177 valid_0's quantile: 4.66322
[17] valid_0's poisson: -95.7786 valid_0's quantile: 4.6472
[18] valid_0's poisson: -96.0456 valid_0's quantile: 4.6153
[19] valid_0's poisson: -96.0587 valid_0's quantile: 4.58981
[20] valid_0's poisson: -96.4459 valid_0's quantile: 4.54989
[21] valid_0's poisson: -96.6485 valid_0's quantile: 4.52543
[22] valid_0's poisson: -96.7594 valid_0's quantile: 4.51742
[23] valid_0's poisson: -96.6862 valid_0's quantile: 4.49866
[24] valid_0's poisson: -96.7846 valid_0's quantile: 4.48606
[25] valid_0's poisson: -96.898 valid_0's quantile: 4.47096
[26] valid_0's poisson: -97.1408 valid_0's quantile: 4.4587
[27] valid_0's poisson: -97.2285 valid_0's quantile: 4.4472
[28] valid_0's poisson: -97.3007 valid_0's quantile: 4.44104
[29] valid_0's poisson: -97.3408 valid_0's quantile: 4.40564
[30] valid_0's poisson: -97.5087 valid_0's quantile: 4.39013
[31] valid_0's poisson: -98.0993 valid_0's quantile: 4.31264
[32] valid_0's poisson: -98.1659 valid_0's quantile: 4.29964
[33] valid_0's poisson: -98.2778 valid_0's quantile: 4.28636
[34] valid_0's poisson: -98.2904 valid_0's quantile: 4.28331
[35] valid_0's poisson: -98.2904 valid_0's quantile: 4.2812
[36] valid_0's poisson: -98.2628 valid_0's quantile: 4.2612
[37] valid_0's poisson: -98.3498 valid_0's quantile: 4.24571
[38] valid_0's poisson: -98.6644 valid_0's quantile: 4.18808
[39] valid_0's poisson: -98.7181 valid_0's quantile: 4.18118
[40] valid_0's poisson: -98.8604 valid_0's quantile: 4.16536
[41] valid_0's poisson: -98.9953 valid_0's quantile: 4.15735
[42] valid_0's poisson: -99.0262 valid_0's quantile: 4.15381
[43] valid_0's poisson: -99.0924 valid_0's quantile: 4.14534
[44] valid_0's poisson: -99.1634 valid_0's quantile: 4.13207
[45] valid_0's poisson: -99.1649 valid_0's quantile: 4.13104
[46] valid_0's poisson: -99.1734 valid_0's quantile: 4.12532
[47] valid_0's poisson: -99.1462 valid_0's quantile: 4.125
[48] valid_0's poisson: -99.2015 valid_0's quantile: 4.11847
[49] valid_0's poisson: -99.3532 valid_0's quantile: 4.10833
[50] valid_0's poisson: -99.3249 valid_0's quantile: 4.10513
[51] valid_0's poisson: -99.3846 valid_0's quantile: 4.10367
[52] valid_0's poisson: -99.4718 valid_0's quantile: 4.08589
[53] valid_0's poisson: -99.5383 valid_0's quantile: 4.0817
[54] valid_0's poisson: -99.5527 valid_0's quantile: 4.08095
[55] valid_0's poisson: -99.5671 valid_0's quantile: 4.07497
[56] valid_0's poisson: -99.5336 valid_0's quantile: 4.04684
[57] valid_0's poisson: -99.5287 valid_0's quantile: 4.04561
[58] valid_0's poisson: -99.7114 valid_0's quantile: 4.03592
[59] valid_0's poisson: -99.7367 valid_0's quantile: 4.03136
[60] valid_0's poisson: -99.7462 valid_0's quantile: 4.02571
[61] valid_0's poisson: -99.7557 valid_0's quantile: 4.0245
[62] valid_0's poisson: -99.7761 valid_0's quantile: 4.02253
[63] valid_0's poisson: -99.821 valid_0's quantile: 4.02074
[64] valid_0's poisson: -99.8229 valid_0's quantile: 4.01992
[65] valid_0's poisson: -99.8722 valid_0's quantile: 4.00258
[66] valid_0's poisson: -99.863 valid_0's quantile: 4.00249
[67] valid_0's poisson: -99.8968 valid_0's quantile: 3.99525
[68] valid_0's poisson: -99.912 valid_0's quantile: 3.9774
[69] valid_0's poisson: -99.8746 valid_0's quantile: 3.97035
[70] valid_0's poisson: -99.8687 valid_0's quantile: 3.96648
[71] valid_0's poisson: -99.8773 valid_0's quantile: 3.96586
[72] valid_0's poisson: -99.8408 valid_0's quantile: 3.95225
[73] valid_0's poisson: -99.7604 valid_0's quantile: 3.92652
[74] valid_0's poisson: -99.8002 valid_0's quantile: 3.92079
[75] valid_0's poisson: -99.8234 valid_0's quantile: 3.92021
[76] valid_0's poisson: -99.8165 valid_0's quantile: 3.91549
[77] valid_0's poisson: -99.9138 valid_0's quantile: 3.89888
[78] valid_0's poisson: -99.9186 valid_0's quantile: 3.89854
[79] valid_0's poisson: -99.9578 valid_0's quantile: 3.89705
[80] valid_0's poisson: -99.9791 valid_0's quantile: 3.89453
[81] valid_0's poisson: -99.982 valid_0's quantile: 3.89104
[82] valid_0's poisson: -99.9776 valid_0's quantile: 3.88713
[83] valid_0's poisson: -100.079 valid_0's quantile: 3.88194
[84] valid_0's poisson: -100.114 valid_0's quantile: 3.88
[85] valid_0's poisson: -100.098 valid_0's quantile: 3.8796
[86] valid_0's poisson: -100.101 valid_0's quantile: 3.87917
[87] valid_0's poisson: -100.076 valid_0's quantile: 3.87285
[88] valid_0's poisson: -100.083 valid_0's quantile: 3.87119
[89] valid_0's poisson: -100.08 valid_0's quantile: 3.87101
[90] valid_0's poisson: -100.091 valid_0's quantile: 3.86855
[91] valid_0's poisson: -100.089 valid_0's quantile: 3.86832
[92] valid_0's poisson: -100.146 valid_0's quantile: 3.86184
[93] valid_0's poisson: -100.148 valid_0's quantile: 3.85762
[94] valid_0's poisson: -100.157 valid_0's quantile: 3.85951
[95] valid_0's poisson: -100.175 valid_0's quantile: 3.8601
[96] valid_0's poisson: -100.197 valid_0's quantile: 3.85932
[97] valid_0's poisson: -100.195 valid_0's quantile: 3.85883
[98] valid_0's poisson: -100.221 valid_0's quantile: 3.85609
[99] valid_0's poisson: -100.21 valid_0's quantile: 3.85039
[100] valid_0's poisson: -100.259 valid_0's quantile: 3.84361
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -66.9534 valid_0's quantile: 10.1483
[2] valid_0's poisson: -71.9656 valid_0's quantile: 8.80026
[3] valid_0's poisson: -76.0623 valid_0's quantile: 7.94228
[4] valid_0's poisson: -80.7245 valid_0's quantile: 7.18754
[5] valid_0's poisson: -83.1386 valid_0's quantile: 6.62962
[6] valid_0's poisson: -85.9468 valid_0's quantile: 6.1527
[7] valid_0's poisson: -88.4172 valid_0's quantile: 5.79737
[8] valid_0's poisson: -90.3596 valid_0's quantile: 5.53896
[9] valid_0's poisson: -91.7632 valid_0's quantile: 5.30514
[10] valid_0's poisson: -93.1841 valid_0's quantile: 5.12326
[11] valid_0's poisson: -93.7162 valid_0's quantile: 4.9678
[12] valid_0's poisson: -94.3678 valid_0's quantile: 4.86511
[13] valid_0's poisson: -95.0124 valid_0's quantile: 4.77402
[14] valid_0's poisson: -95.4277 valid_0's quantile: 4.72294
[15] valid_0's poisson: -95.7951 valid_0's quantile: 4.6786
[16] valid_0's poisson: -96.1378 valid_0's quantile: 4.64578
[17] valid_0's poisson: -96.2598 valid_0's quantile: 4.62295
[18] valid_0's poisson: -96.4919 valid_0's quantile: 4.59428
[19] valid_0's poisson: -96.4773 valid_0's quantile: 4.55568
[20] valid_0's poisson: -96.6455 valid_0's quantile: 4.53473
[21] valid_0's poisson: -96.8643 valid_0's quantile: 4.51357
[22] valid_0's poisson: -96.939 valid_0's quantile: 4.50525
[23] valid_0's poisson: -97.1019 valid_0's quantile: 4.49044
[24] valid_0's poisson: -97.2574 valid_0's quantile: 4.46845
[25] valid_0's poisson: -97.2081 valid_0's quantile: 4.44961
[26] valid_0's poisson: -97.6097 valid_0's quantile: 4.37469
[27] valid_0's poisson: -97.713 valid_0's quantile: 4.36072
[28] valid_0's poisson: -97.7452 valid_0's quantile: 4.35897
[29] valid_0's poisson: -97.7724 valid_0's quantile: 4.35675
[30] valid_0's poisson: -97.8317 valid_0's quantile: 4.34897
[31] valid_0's poisson: -97.8977 valid_0's quantile: 4.34143
[32] valid_0's poisson: -97.9275 valid_0's quantile: 4.3374
[33] valid_0's poisson: -97.944 valid_0's quantile: 4.33449
[34] valid_0's poisson: -97.9934 valid_0's quantile: 4.3284
[35] valid_0's poisson: -98.0077 valid_0's quantile: 4.32596
[36] valid_0's poisson: -98.0953 valid_0's quantile: 4.3168
[37] valid_0's poisson: -98.0026 valid_0's quantile: 4.31107
[38] valid_0's poisson: -98.0015 valid_0's quantile: 4.2631
[39] valid_0's poisson: -98.0285 valid_0's quantile: 4.23701
[40] valid_0's poisson: -98.0697 valid_0's quantile: 4.2311
[41] valid_0's poisson: -98.1651 valid_0's quantile: 4.21653
[42] valid_0's poisson: -98.2592 valid_0's quantile: 4.21015
[43] valid_0's poisson: -98.3369 valid_0's quantile: 4.19978
[44] valid_0's poisson: -98.3494 valid_0's quantile: 4.19725
[45] valid_0's poisson: -98.415 valid_0's quantile: 4.18967
[46] valid_0's poisson: -98.458 valid_0's quantile: 4.1838
[47] valid_0's poisson: -98.5181 valid_0's quantile: 4.17228
[48] valid_0's poisson: -98.5142 valid_0's quantile: 4.16913
[49] valid_0's poisson: -98.5158 valid_0's quantile: 4.16778
[50] valid_0's poisson: -98.5494 valid_0's quantile: 4.16596
[51] valid_0's poisson: -98.5468 valid_0's quantile: 4.16359
[52] valid_0's poisson: -98.5543 valid_0's quantile: 4.16068
[53] valid_0's poisson: -98.7093 valid_0's quantile: 4.14015
[54] valid_0's poisson: -98.7076 valid_0's quantile: 4.13881
[55] valid_0's poisson: -98.7241 valid_0's quantile: 4.13842
[56] valid_0's poisson: -98.7429 valid_0's quantile: 4.13525
[57] valid_0's poisson: -98.7717 valid_0's quantile: 4.13035
[58] valid_0's poisson: -98.6736 valid_0's quantile: 4.09747
[59] valid_0's poisson: -98.7226 valid_0's quantile: 4.08054
[60] valid_0's poisson: -98.7301 valid_0's quantile: 4.07881
[61] valid_0's poisson: -98.7372 valid_0's quantile: 4.07747
[62] valid_0's poisson: -98.7921 valid_0's quantile: 4.07085
[63] valid_0's poisson: -98.8092 valid_0's quantile: 4.06992
[64] valid_0's poisson: -98.8993 valid_0's quantile: 4.05779
[65] valid_0's poisson: -98.9671 valid_0's quantile: 4.0494
[66] valid_0's poisson: -98.9935 valid_0's quantile: 4.04493
[67] valid_0's poisson: -99.0262 valid_0's quantile: 4.02993
[68] valid_0's poisson: -98.9758 valid_0's quantile: 4.02265
[69] valid_0's poisson: -98.9769 valid_0's quantile: 4.01899
[70] valid_0's poisson: -98.9749 valid_0's quantile: 4.01326
[71] valid_0's poisson: -98.9745 valid_0's quantile: 4.011
[72] valid_0's poisson: -98.8938 valid_0's quantile: 3.99788
[73] valid_0's poisson: -98.9068 valid_0's quantile: 3.99695
[74] valid_0's poisson: -98.9128 valid_0's quantile: 3.99171
[75] valid_0's poisson: -98.9642 valid_0's quantile: 3.99003
[76] valid_0's poisson: -98.965 valid_0's quantile: 3.9898
[77] valid_0's poisson: -99.0252 valid_0's quantile: 3.98812
[78] valid_0's poisson: -99.0272 valid_0's quantile: 3.98527
[79] valid_0's poisson: -99.0299 valid_0's quantile: 3.98109
[80] valid_0's poisson: -98.9621 valid_0's quantile: 3.97218
[81] valid_0's poisson: -98.9582 valid_0's quantile: 3.97162
[82] valid_0's poisson: -98.9689 valid_0's quantile: 3.97128
[83] valid_0's poisson: -99.0919 valid_0's quantile: 3.96319
[84] valid_0's poisson: -99.0947 valid_0's quantile: 3.9662
[85] valid_0's poisson: -99.1377 valid_0's quantile: 3.96152
[86] valid_0's poisson: -99.0823 valid_0's quantile: 3.95894
[87] valid_0's poisson: -99.1123 valid_0's quantile: 3.96089
[88] valid_0's poisson: -99.4338 valid_0's quantile: 3.90926
[89] valid_0's poisson: -99.4663 valid_0's quantile: 3.90833
[90] valid_0's poisson: -99.4558 valid_0's quantile: 3.90329
[91] valid_0's poisson: -99.4647 valid_0's quantile: 3.89957
[92] valid_0's poisson: -99.4941 valid_0's quantile: 3.89653
[93] valid_0's poisson: -99.4883 valid_0's quantile: 3.89517
[94] valid_0's poisson: -99.5137 valid_0's quantile: 3.89754
[95] valid_0's poisson: -99.5978 valid_0's quantile: 3.88032
[96] valid_0's poisson: -99.6235 valid_0's quantile: 3.87831
[97] valid_0's poisson: -99.6316 valid_0's quantile: 3.8804
[98] valid_0's poisson: -99.6383 valid_0's quantile: 3.8801
[99] valid_0's poisson: -99.6441 valid_0's quantile: 3.88031
[100] valid_0's poisson: -99.6297 valid_0's quantile: 3.87833
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -68.5411 valid_0's quantile: 10.0344
[2] valid_0's poisson: -73.4342 valid_0's quantile: 8.68561
[3] valid_0's poisson: -78.6155 valid_0's quantile: 7.77996
[4] valid_0's poisson: -81.5373 valid_0's quantile: 7.00767
[5] valid_0's poisson: -84.8364 valid_0's quantile: 6.44217
[6] valid_0's poisson: -87.6639 valid_0's quantile: 6.02745
[7] valid_0's poisson: -89.0982 valid_0's quantile: 5.71196
[8] valid_0's poisson: -90.6774 valid_0's quantile: 5.48027
[9] valid_0's poisson: -91.8765 valid_0's quantile: 5.31617
[10] valid_0's poisson: -92.8201 valid_0's quantile: 5.19968
[11] valid_0's poisson: -93.9338 valid_0's quantile: 5.04779
[12] valid_0's poisson: -94.1875 valid_0's quantile: 4.9119
[13] valid_0's poisson: -94.8221 valid_0's quantile: 4.82488
[14] valid_0's poisson: -95.119 valid_0's quantile: 4.77198
[15] valid_0's poisson: -95.3413 valid_0's quantile: 4.71078
[16] valid_0's poisson: -95.8003 valid_0's quantile: 4.66303
[17] valid_0's poisson: -96.1024 valid_0's quantile: 4.62588
[18] valid_0's poisson: -96.3257 valid_0's quantile: 4.58352
[19] valid_0's poisson: -96.6669 valid_0's quantile: 4.5466
[20] valid_0's poisson: -96.6883 valid_0's quantile: 4.52227
[21] valid_0's poisson: -96.7904 valid_0's quantile: 4.5077
[22] valid_0's poisson: -96.8312 valid_0's quantile: 4.50321
[23] valid_0's poisson: -96.9139 valid_0's quantile: 4.49055
[24] valid_0's poisson: -96.9747 valid_0's quantile: 4.48681
[25] valid_0's poisson: -97.1898 valid_0's quantile: 4.46059
[26] valid_0's poisson: -97.3386 valid_0's quantile: 4.44254
[27] valid_0's poisson: -97.4049 valid_0's quantile: 4.43901
[28] valid_0's poisson: -97.5774 valid_0's quantile: 4.42659
[29] valid_0's poisson: -97.669 valid_0's quantile: 4.41639
[30] valid_0's poisson: -97.7142 valid_0's quantile: 4.40462
[31] valid_0's poisson: -97.8252 valid_0's quantile: 4.39829
[32] valid_0's poisson: -97.8519 valid_0's quantile: 4.39348
[33] valid_0's poisson: -97.8811 valid_0's quantile: 4.37974
[34] valid_0's poisson: -97.9133 valid_0's quantile: 4.37689
[35] valid_0's poisson: -97.9483 valid_0's quantile: 4.37232
[36] valid_0's poisson: -97.9576 valid_0's quantile: 4.372
[37] valid_0's poisson: -97.9679 valid_0's quantile: 4.37026
[38] valid_0's poisson: -98.0043 valid_0's quantile: 4.36506
[39] valid_0's poisson: -98.0189 valid_0's quantile: 4.36429
[40] valid_0's poisson: -98.0307 valid_0's quantile: 4.36404
[41] valid_0's poisson: -98.0537 valid_0's quantile: 4.36134
[42] valid_0's poisson: -98.0739 valid_0's quantile: 4.35783
[43] valid_0's poisson: -98.0984 valid_0's quantile: 4.35307
[44] valid_0's poisson: -98.0882 valid_0's quantile: 4.35311
[45] valid_0's poisson: -98.0928 valid_0's quantile: 4.35195
[46] valid_0's poisson: -98.075 valid_0's quantile: 4.3495
[47] valid_0's poisson: -98.0922 valid_0's quantile: 4.34649
[48] valid_0's poisson: -98.7229 valid_0's quantile: 4.26558
[49] valid_0's poisson: -98.7148 valid_0's quantile: 4.2616
[50] valid_0's poisson: -98.9985 valid_0's quantile: 4.19924
[51] valid_0's poisson: -98.8584 valid_0's quantile: 4.15557
[52] valid_0's poisson: -98.8822 valid_0's quantile: 4.15428
[53] valid_0's poisson: -98.8301 valid_0's quantile: 4.13895
[54] valid_0's poisson: -98.8728 valid_0's quantile: 4.13648
[55] valid_0's poisson: -98.9353 valid_0's quantile: 4.13543
[56] valid_0's poisson: -98.9492 valid_0's quantile: 4.13486
[57] valid_0's poisson: -98.9725 valid_0's quantile: 4.13335
[58] valid_0's poisson: -99.0166 valid_0's quantile: 4.13271
[59] valid_0's poisson: -99.0275 valid_0's quantile: 4.13247
[60] valid_0's poisson: -99.044 valid_0's quantile: 4.13134
[61] valid_0's poisson: -99.0745 valid_0's quantile: 4.13147
[62] valid_0's poisson: -99.077 valid_0's quantile: 4.13098
[63] valid_0's poisson: -99.0835 valid_0's quantile: 4.1304
[64] valid_0's poisson: -99.1187 valid_0's quantile: 4.13009
[65] valid_0's poisson: -99.1163 valid_0's quantile: 4.12965
[66] valid_0's poisson: -99.142 valid_0's quantile: 4.12929
[67] valid_0's poisson: -99.1493 valid_0's quantile: 4.12841
[68] valid_0's poisson: -99.1143 valid_0's quantile: 4.12776
[69] valid_0's poisson: -99.1469 valid_0's quantile: 4.12738
[70] valid_0's poisson: -99.1148 valid_0's quantile: 4.12684
[71] valid_0's poisson: -99.1489 valid_0's quantile: 4.12645
[72] valid_0's poisson: -99.1449 valid_0's quantile: 4.12634
[73] valid_0's poisson: -99.1479 valid_0's quantile: 4.12618
[74] valid_0's poisson: -99.1699 valid_0's quantile: 4.12595
[75] valid_0's poisson: -99.1909 valid_0's quantile: 4.12578
[76] valid_0's poisson: -99.1709 valid_0's quantile: 4.12536
[77] valid_0's poisson: -99.192 valid_0's quantile: 4.12521
[78] valid_0's poisson: -99.1579 valid_0's quantile: 4.12455
[79] valid_0's poisson: -99.1859 valid_0's quantile: 4.12426
[80] valid_0's poisson: -99.1885 valid_0's quantile: 4.12393
[81] valid_0's poisson: -99.2079 valid_0's quantile: 4.12379
[82] valid_0's poisson: -99.173 valid_0's quantile: 4.12306
[83] valid_0's poisson: -99.1994 valid_0's quantile: 4.12285
[84] valid_0's poisson: -99.194 valid_0's quantile: 4.12273
[85] valid_0's poisson: -99.2426 valid_0's quantile: 4.1222
[86] valid_0's poisson: -99.2107 valid_0's quantile: 4.12173
[87] valid_0's poisson: -99.2386 valid_0's quantile: 4.12139
[88] valid_0's poisson: -99.2411 valid_0's quantile: 4.12122
[89] valid_0's poisson: -99.2384 valid_0's quantile: 4.12086
[90] valid_0's poisson: -99.2084 valid_0's quantile: 4.12046
[91] valid_0's poisson: -99.2389 valid_0's quantile: 4.12014
[92] valid_0's poisson: -99.2229 valid_0's quantile: 4.11992
[93] valid_0's poisson: -99.2322 valid_0's quantile: 4.11961
[94] valid_0's poisson: -99.2566 valid_0's quantile: 4.11927
[95] valid_0's poisson: -99.2241 valid_0's quantile: 4.11886
[96] valid_0's poisson: -99.2355 valid_0's quantile: 4.11752
[97] valid_0's poisson: -99.2583 valid_0's quantile: 4.115
[98] valid_0's poisson: -99.2745 valid_0's quantile: 4.11311
[99] valid_0's poisson: -99.2832 valid_0's quantile: 4.11143
[100] valid_0's poisson: -99.2853 valid_0's quantile: 4.11108
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -66.5743 valid_0's quantile: 10.1547
[2] valid_0's poisson: -70.4588 valid_0's quantile: 8.94273
[3] valid_0's poisson: -76.5883 valid_0's quantile: 7.94488
[4] valid_0's poisson: -79.95 valid_0's quantile: 7.13103
[5] valid_0's poisson: -83.2288 valid_0's quantile: 6.57938
[6] valid_0's poisson: -86.3407 valid_0's quantile: 6.0784
[7] valid_0's poisson: -88.9216 valid_0's quantile: 5.72372
[8] valid_0's poisson: -90.7846 valid_0's quantile: 5.47184
[9] valid_0's poisson: -91.7286 valid_0's quantile: 5.27815
[10] valid_0's poisson: -92.8793 valid_0's quantile: 5.09812
[11] valid_0's poisson: -93.6207 valid_0's quantile: 4.97982
[12] valid_0's poisson: -94.1195 valid_0's quantile: 4.85515
[13] valid_0's poisson: -94.8744 valid_0's quantile: 4.74361
[14] valid_0's poisson: -95.4093 valid_0's quantile: 4.6681
[15] valid_0's poisson: -95.7451 valid_0's quantile: 4.60311
[16] valid_0's poisson: -96.0895 valid_0's quantile: 4.56117
[17] valid_0's poisson: -96.2693 valid_0's quantile: 4.5397
[18] valid_0's poisson: -96.5652 valid_0's quantile: 4.49221
[19] valid_0's poisson: -96.8944 valid_0's quantile: 4.46053
[20] valid_0's poisson: -96.9774 valid_0's quantile: 4.45307
[21] valid_0's poisson: -97.0993 valid_0's quantile: 4.44202
[22] valid_0's poisson: -97.1632 valid_0's quantile: 4.4308
[23] valid_0's poisson: -97.2251 valid_0's quantile: 4.42231
[24] valid_0's poisson: -97.1118 valid_0's quantile: 4.40039
[25] valid_0's poisson: -97.2346 valid_0's quantile: 4.38682
[26] valid_0's poisson: -97.2862 valid_0's quantile: 4.38331
[27] valid_0's poisson: -97.3688 valid_0's quantile: 4.37499
[28] valid_0's poisson: -98.0005 valid_0's quantile: 4.27561
[29] valid_0's poisson: -98.095 valid_0's quantile: 4.27131
[30] valid_0's poisson: -98.1041 valid_0's quantile: 4.26513
[31] valid_0's poisson: -98.1149 valid_0's quantile: 4.2599
[32] valid_0's poisson: -98.1676 valid_0's quantile: 4.25508
[33] valid_0's poisson: -98.1307 valid_0's quantile: 4.24456
[34] valid_0's poisson: -98.208 valid_0's quantile: 4.2365
[35] valid_0's poisson: -98.2194 valid_0's quantile: 4.23339
[36] valid_0's poisson: -98.3098 valid_0's quantile: 4.22785
[37] valid_0's poisson: -98.3719 valid_0's quantile: 4.21919
[38] valid_0's poisson: -98.385 valid_0's quantile: 4.21818
[39] valid_0's poisson: -98.4311 valid_0's quantile: 4.20898
[40] valid_0's poisson: -98.5141 valid_0's quantile: 4.19142
[41] valid_0's poisson: -98.6343 valid_0's quantile: 4.18389
[42] valid_0's poisson: -98.6944 valid_0's quantile: 4.17525
[43] valid_0's poisson: -98.7385 valid_0's quantile: 4.16897
[44] valid_0's poisson: -98.7717 valid_0's quantile: 4.14267
[45] valid_0's poisson: -98.803 valid_0's quantile: 4.13953
[46] valid_0's poisson: -98.8263 valid_0's quantile: 4.1361
[47] valid_0's poisson: -98.8733 valid_0's quantile: 4.13004
[48] valid_0's poisson: -98.8785 valid_0's quantile: 4.1285
[49] valid_0's poisson: -98.9274 valid_0's quantile: 4.1201
[50] valid_0's poisson: -98.9036 valid_0's quantile: 4.11807
[51] valid_0's poisson: -98.9655 valid_0's quantile: 4.10746
[52] valid_0's poisson: -98.9828 valid_0's quantile: 4.10586
[53] valid_0's poisson: -99.0415 valid_0's quantile: 4.09408
[54] valid_0's poisson: -99.0537 valid_0's quantile: 4.0821
[55] valid_0's poisson: -99.0748 valid_0's quantile: 4.07961
[56] valid_0's poisson: -99.0978 valid_0's quantile: 4.07866
[57] valid_0's poisson: -99.0936 valid_0's quantile: 4.07574
[58] valid_0's poisson: -99.0942 valid_0's quantile: 4.07363
[59] valid_0's poisson: -99.2319 valid_0's quantile: 4.05878
[60] valid_0's poisson: -99.176 valid_0's quantile: 4.055
[61] valid_0's poisson: -99.23 valid_0's quantile: 4.04845
[62] valid_0's poisson: -99.234 valid_0's quantile: 4.0475
[63] valid_0's poisson: -99.226 valid_0's quantile: 4.04689
[64] valid_0's poisson: -99.1966 valid_0's quantile: 4.04541
[65] valid_0's poisson: -99.2504 valid_0's quantile: 4.03736
[66] valid_0's poisson: -99.2528 valid_0's quantile: 4.03504
[67] valid_0's poisson: -99.1718 valid_0's quantile: 4.02483
[68] valid_0's poisson: -99.1653 valid_0's quantile: 4.02374
[69] valid_0's poisson: -99.2569 valid_0's quantile: 4.01374
[70] valid_0's poisson: -99.2705 valid_0's quantile: 4.00757
[71] valid_0's poisson: -99.2939 valid_0's quantile: 4.00533
[72] valid_0's poisson: -99.2765 valid_0's quantile: 4.00488
[73] valid_0's poisson: -99.3006 valid_0's quantile: 4.00447
[74] valid_0's poisson: -99.3183 valid_0's quantile: 4.00707
[75] valid_0's poisson: -99.3201 valid_0's quantile: 4.00717
[76] valid_0's poisson: -99.3395 valid_0's quantile: 4.00729
[77] valid_0's poisson: -99.3356 valid_0's quantile: 4.004
[78] valid_0's poisson: -99.2988 valid_0's quantile: 3.99984
[79] valid_0's poisson: -99.2925 valid_0's quantile: 3.99955
[80] valid_0's poisson: -99.3354 valid_0's quantile: 3.97438
[81] valid_0's poisson: -99.3407 valid_0's quantile: 3.97227
[82] valid_0's poisson: -99.4531 valid_0's quantile: 3.96547
[83] valid_0's poisson: -99.4336 valid_0's quantile: 3.95421
[84] valid_0's poisson: -99.4846 valid_0's quantile: 3.9489
[85] valid_0's poisson: -99.5006 valid_0's quantile: 3.94839
[86] valid_0's poisson: -99.4434 valid_0's quantile: 3.94617
[87] valid_0's poisson: -99.46 valid_0's quantile: 3.94163
[88] valid_0's poisson: -99.4498 valid_0's quantile: 3.94406
[89] valid_0's poisson: -99.4462 valid_0's quantile: 3.94277
[90] valid_0's poisson: -99.5824 valid_0's quantile: 3.94036
[91] valid_0's poisson: -99.5545 valid_0's quantile: 3.93739
[92] valid_0's poisson: -99.5055 valid_0's quantile: 3.93533
[93] valid_0's poisson: -99.5083 valid_0's quantile: 3.93543
[94] valid_0's poisson: -99.5165 valid_0's quantile: 3.93422
[95] valid_0's poisson: -99.5959 valid_0's quantile: 3.93421
[96] valid_0's poisson: -99.5284 valid_0's quantile: 3.93345
[97] valid_0's poisson: -99.5728 valid_0's quantile: 3.93251
[98] valid_0's poisson: -99.5027 valid_0's quantile: 3.92997
[99] valid_0's poisson: -99.5366 valid_0's quantile: 3.92783
[100] valid_0's poisson: -99.6948 valid_0's quantile: 3.9111
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -62.7409 valid_0's quantile: 11.5319
[2] valid_0's poisson: -63.2936 valid_0's quantile: 11.3707
[3] valid_0's poisson: -63.8317 valid_0's quantile: 11.2135
[4] valid_0's poisson: -64.3894 valid_0's quantile: 11.0555
[5] valid_0's poisson: -64.8936 valid_0's quantile: 10.9071
[6] valid_0's poisson: -65.4059 valid_0's quantile: 10.7582
[7] valid_0's poisson: -65.9046 valid_0's quantile: 10.6138
[8] valid_0's poisson: -66.4127 valid_0's quantile: 10.4723
[9] valid_0's poisson: -66.9019 valid_0's quantile: 10.3356
[10] valid_0's poisson: -67.3518 valid_0's quantile: 10.2082
[11] valid_0's poisson: -67.7981 valid_0's quantile: 10.0847
[12] valid_0's poisson: -68.2618 valid_0's quantile: 9.96156
[13] valid_0's poisson: -68.7376 valid_0's quantile: 9.83664
[14] valid_0's poisson: -69.183 valid_0's quantile: 9.71851
[15] valid_0's poisson: -69.6403 valid_0's quantile: 9.6007
[16] valid_0's poisson: -70.0792 valid_0's quantile: 9.48662
[17] valid_0's poisson: -70.5139 valid_0's quantile: 9.37522
[18] valid_0's poisson: -70.928 valid_0's quantile: 9.26416
[19] valid_0's poisson: -71.3642 valid_0's quantile: 9.15084
[20] valid_0's poisson: -71.7741 valid_0's quantile: 9.04496
[21] valid_0's poisson: -72.1777 valid_0's quantile: 8.94155
[22] valid_0's poisson: -72.6066 valid_0's quantile: 8.83257
[23] valid_0's poisson: -73.0286 valid_0's quantile: 8.72658
[24] valid_0's poisson: -73.4271 valid_0's quantile: 8.62687
[25] valid_0's poisson: -73.8181 valid_0's quantile: 8.52954
[26] valid_0's poisson: -74.2135 valid_0's quantile: 8.43058
[27] valid_0's poisson: -74.5911 valid_0's quantile: 8.33757
[28] valid_0's poisson: -74.9609 valid_0's quantile: 8.24657
[29] valid_0's poisson: -75.343 valid_0's quantile: 8.15488
[30] valid_0's poisson: -75.7376 valid_0's quantile: 8.06124
[31] valid_0's poisson: -76.1262 valid_0's quantile: 7.96948
[32] valid_0's poisson: -76.5053 valid_0's quantile: 7.88008
[33] valid_0's poisson: -76.8539 valid_0's quantile: 7.79585
[34] valid_0's poisson: -77.2154 valid_0's quantile: 7.70988
[35] valid_0's poisson: -77.5712 valid_0's quantile: 7.62585
[36] valid_0's poisson: -77.9007 valid_0's quantile: 7.54845
[37] valid_0's poisson: -78.2418 valid_0's quantile: 7.46968
[38] valid_0's poisson: -78.5539 valid_0's quantile: 7.39486
[39] valid_0's poisson: -78.8867 valid_0's quantile: 7.31829
[40] valid_0's poisson: -79.1952 valid_0's quantile: 7.24524
[41] valid_0's poisson: -79.5204 valid_0's quantile: 7.1714
[42] valid_0's poisson: -79.8178 valid_0's quantile: 7.1027
[43] valid_0's poisson: -80.1315 valid_0's quantile: 7.03241
[44] valid_0's poisson: -80.4327 valid_0's quantile: 6.96527
[45] valid_0's poisson: -80.734 valid_0's quantile: 6.89921
[46] valid_0's poisson: -81.0239 valid_0's quantile: 6.83558
[47] valid_0's poisson: -81.3151 valid_0's quantile: 6.7729
[48] valid_0's poisson: -81.5949 valid_0's quantile: 6.7124
[49] valid_0's poisson: -81.8757 valid_0's quantile: 6.65447
[50] valid_0's poisson: -82.1463 valid_0's quantile: 6.59823
[51] valid_0's poisson: -82.4049 valid_0's quantile: 6.54361
[52] valid_0's poisson: -82.66 valid_0's quantile: 6.48992
[53] valid_0's poisson: -82.9109 valid_0's quantile: 6.4378
[54] valid_0's poisson: -83.1708 valid_0's quantile: 6.38434
[55] valid_0's poisson: -83.4184 valid_0's quantile: 6.3332
[56] valid_0's poisson: -83.6687 valid_0's quantile: 6.28259
[57] valid_0's poisson: -83.9075 valid_0's quantile: 6.23337
[58] valid_0's poisson: -84.1418 valid_0's quantile: 6.18537
[59] valid_0's poisson: -84.3712 valid_0's quantile: 6.13913
[60] valid_0's poisson: -84.5963 valid_0's quantile: 6.09406
[61] valid_0's poisson: -84.8129 valid_0's quantile: 6.05133
[62] valid_0's poisson: -85.0341 valid_0's quantile: 6.00716
[63] valid_0's poisson: -85.2432 valid_0's quantile: 5.96586
[64] valid_0's poisson: -85.4642 valid_0's quantile: 5.92113
[65] valid_0's poisson: -85.6824 valid_0's quantile: 5.87993
[66] valid_0's poisson: -85.9086 valid_0's quantile: 5.83845
[67] valid_0's poisson: -86.1298 valid_0's quantile: 5.79794
[68] valid_0's poisson: -86.3309 valid_0's quantile: 5.75864
[69] valid_0's poisson: -86.5338 valid_0's quantile: 5.71954
[70] valid_0's poisson: -86.7354 valid_0's quantile: 5.68024
[71] valid_0's poisson: -86.927 valid_0's quantile: 5.64358
[72] valid_0's poisson: -87.1332 valid_0's quantile: 5.6072
[73] valid_0's poisson: -87.3371 valid_0's quantile: 5.57101
[74] valid_0's poisson: -87.526 valid_0's quantile: 5.53624
[75] valid_0's poisson: -87.7351 valid_0's quantile: 5.49779
[76] valid_0's poisson: -87.9391 valid_0's quantile: 5.46186
[77] valid_0's poisson: -88.1402 valid_0's quantile: 5.42756
[78] valid_0's poisson: -88.3417 valid_0's quantile: 5.39397
[79] valid_0's poisson: -88.5198 valid_0's quantile: 5.36263
[80] valid_0's poisson: -88.7106 valid_0's quantile: 5.32999
[81] valid_0's poisson: -88.8875 valid_0's quantile: 5.29912
[82] valid_0's poisson: -89.0757 valid_0's quantile: 5.26693
[83] valid_0's poisson: -89.2434 valid_0's quantile: 5.237
[84] valid_0's poisson: -89.4286 valid_0's quantile: 5.20617
[85] valid_0's poisson: -89.6086 valid_0's quantile: 5.1758
[86] valid_0's poisson: -89.7674 valid_0's quantile: 5.14779
[87] valid_0's poisson: -89.9461 valid_0's quantile: 5.11886
[88] valid_0's poisson: -90.0946 valid_0's quantile: 5.09213
[89] valid_0's poisson: -90.2588 valid_0's quantile: 5.06551
[90] valid_0's poisson: -90.4094 valid_0's quantile: 5.03995
[91] valid_0's poisson: -90.5771 valid_0's quantile: 5.01218
[92] valid_0's poisson: -90.7377 valid_0's quantile: 4.98758
[93] valid_0's poisson: -90.8998 valid_0's quantile: 4.96113
[94] valid_0's poisson: -91.0579 valid_0's quantile: 4.93673
[95] valid_0's poisson: -91.215 valid_0's quantile: 4.91148
[96] valid_0's poisson: -91.3669 valid_0's quantile: 4.88783
[97] valid_0's poisson: -91.5117 valid_0's quantile: 4.86264
[98] valid_0's poisson: -91.6558 valid_0's quantile: 4.83868
[99] valid_0's poisson: -91.796 valid_0's quantile: 4.81509
[100] valid_0's poisson: -91.9475 valid_0's quantile: 4.79104
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.01, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -62.7671 valid_0's quantile: 11.5284
[2] valid_0's poisson: -63.3466 valid_0's quantile: 11.364
[3] valid_0's poisson: -63.9063 valid_0's quantile: 11.2039
[4] valid_0's poisson: -64.4662 valid_0's quantile: 11.0456
[5] valid_0's poisson: -65.0012 valid_0's quantile: 10.8917
[6] valid_0's poisson: -65.5201 valid_0's quantile: 10.7412
[7] valid_0's poisson: -66.0184 valid_0's quantile: 10.5963
[8] valid_0's poisson: -66.5001 valid_0's quantile: 10.4563
[9] valid_0's poisson: -66.9855 valid_0's quantile: 10.3192
[10] valid_0's poisson: -67.4551 valid_0's quantile: 10.1879
[11] valid_0's poisson: -67.9267 valid_0's quantile: 10.0597
[12] valid_0's poisson: -68.3745 valid_0's quantile: 9.93575
[13] valid_0's poisson: -68.8373 valid_0's quantile: 9.81202
[14] valid_0's poisson: -69.2773 valid_0's quantile: 9.69383
[15] valid_0's poisson: -69.7298 valid_0's quantile: 9.57549
[16] valid_0's poisson: -70.1661 valid_0's quantile: 9.45836
[17] valid_0's poisson: -70.578 valid_0's quantile: 9.34883
[18] valid_0's poisson: -70.9945 valid_0's quantile: 9.23945
[19] valid_0's poisson: -71.4086 valid_0's quantile: 9.13216
[20] valid_0's poisson: -71.8314 valid_0's quantile: 9.02335
[21] valid_0's poisson: -72.2224 valid_0's quantile: 8.92201
[22] valid_0's poisson: -72.6074 valid_0's quantile: 8.82277
[23] valid_0's poisson: -73.0399 valid_0's quantile: 8.71636
[24] valid_0's poisson: -73.4631 valid_0's quantile: 8.61211
[25] valid_0's poisson: -73.8738 valid_0's quantile: 8.51361
[26] valid_0's poisson: -74.2838 valid_0's quantile: 8.41428
[27] valid_0's poisson: -74.6769 valid_0's quantile: 8.31994
[28] valid_0's poisson: -75.0638 valid_0's quantile: 8.22738
[29] valid_0's poisson: -75.4457 valid_0's quantile: 8.13396
[30] valid_0's poisson: -75.8018 valid_0's quantile: 8.0481
[31] valid_0's poisson: -76.1598 valid_0's quantile: 7.96193
[32] valid_0's poisson: -76.5354 valid_0's quantile: 7.87199
[33] valid_0's poisson: -76.8897 valid_0's quantile: 7.78766
[34] valid_0's poisson: -77.238 valid_0's quantile: 7.70565
[35] valid_0's poisson: -77.5905 valid_0's quantile: 7.62464
[36] valid_0's poisson: -77.934 valid_0's quantile: 7.54378
[37] valid_0's poisson: -78.2707 valid_0's quantile: 7.46467
[38] valid_0's poisson: -78.6181 valid_0's quantile: 7.38412
[39] valid_0's poisson: -78.953 valid_0's quantile: 7.30619
[40] valid_0's poisson: -79.282 valid_0's quantile: 7.23112
[41] valid_0's poisson: -79.6146 valid_0's quantile: 7.15612
[42] valid_0's poisson: -79.9347 valid_0's quantile: 7.08355
[43] valid_0's poisson: -80.2464 valid_0's quantile: 7.01353
[44] valid_0's poisson: -80.5413 valid_0's quantile: 6.94771
[45] valid_0's poisson: -80.847 valid_0's quantile: 6.88001
[46] valid_0's poisson: -81.1406 valid_0's quantile: 6.81669
[47] valid_0's poisson: -81.4296 valid_0's quantile: 6.75529
[48] valid_0's poisson: -81.7138 valid_0's quantile: 6.6961
[49] valid_0's poisson: -81.9921 valid_0's quantile: 6.63796
[50] valid_0's poisson: -82.2693 valid_0's quantile: 6.58048
[51] valid_0's poisson: -82.5434 valid_0's quantile: 6.52513
[52] valid_0's poisson: -82.8123 valid_0's quantile: 6.47015
[53] valid_0's poisson: -83.0827 valid_0's quantile: 6.41574
[54] valid_0's poisson: -83.3419 valid_0's quantile: 6.36328
[55] valid_0's poisson: -83.5974 valid_0's quantile: 6.31225
[56] valid_0's poisson: -83.8505 valid_0's quantile: 6.26362
[57] valid_0's poisson: -84.0963 valid_0's quantile: 6.21469
[58] valid_0's poisson: -84.3452 valid_0's quantile: 6.16703
[59] valid_0's poisson: -84.5916 valid_0's quantile: 6.12065
[60] valid_0's poisson: -84.8323 valid_0's quantile: 6.07386
[61] valid_0's poisson: -85.0697 valid_0's quantile: 6.02937
[62] valid_0's poisson: -85.3035 valid_0's quantile: 5.98462
[63] valid_0's poisson: -85.5314 valid_0's quantile: 5.94055
[64] valid_0's poisson: -85.7601 valid_0's quantile: 5.89835
[65] valid_0's poisson: -85.9805 valid_0's quantile: 5.85633
[66] valid_0's poisson: -86.203 valid_0's quantile: 5.81563
[67] valid_0's poisson: -86.4165 valid_0's quantile: 5.77572
[68] valid_0's poisson: -86.6261 valid_0's quantile: 5.73695
[69] valid_0's poisson: -86.8353 valid_0's quantile: 5.70084
[70] valid_0's poisson: -87.0415 valid_0's quantile: 5.6649
[71] valid_0's poisson: -87.247 valid_0's quantile: 5.62833
[72] valid_0's poisson: -87.4487 valid_0's quantile: 5.59247
[73] valid_0's poisson: -87.6473 valid_0's quantile: 5.55717
[74] valid_0's poisson: -87.8371 valid_0's quantile: 5.52158
[75] valid_0's poisson: -88.0445 valid_0's quantile: 5.48615
[76] valid_0's poisson: -88.2485 valid_0's quantile: 5.45304
[77] valid_0's poisson: -88.4507 valid_0's quantile: 5.41805
[78] valid_0's poisson: -88.6359 valid_0's quantile: 5.3848
[79] valid_0's poisson: -88.8254 valid_0's quantile: 5.35137
[80] valid_0's poisson: -89.0167 valid_0's quantile: 5.32013
[81] valid_0's poisson: -89.2067 valid_0's quantile: 5.28813
[82] valid_0's poisson: -89.3921 valid_0's quantile: 5.25658
[83] valid_0's poisson: -89.5741 valid_0's quantile: 5.22618
[84] valid_0's poisson: -89.7516 valid_0's quantile: 5.19559
[85] valid_0's poisson: -89.9289 valid_0's quantile: 5.16557
[86] valid_0's poisson: -90.1003 valid_0's quantile: 5.13687
[87] valid_0's poisson: -90.2687 valid_0's quantile: 5.1077
[88] valid_0's poisson: -90.4384 valid_0's quantile: 5.08137
[89] valid_0's poisson: -90.6051 valid_0's quantile: 5.0532
[90] valid_0's poisson: -90.7686 valid_0's quantile: 5.02667
[91] valid_0's poisson: -90.9317 valid_0's quantile: 4.99985
[92] valid_0's poisson: -91.0954 valid_0's quantile: 4.97457
[93] valid_0's poisson: -91.2532 valid_0's quantile: 4.94862
[94] valid_0's poisson: -91.4068 valid_0's quantile: 4.92357
[95] valid_0's poisson: -91.5555 valid_0's quantile: 4.89806
[96] valid_0's poisson: -91.7017 valid_0's quantile: 4.87294
[97] valid_0's poisson: -91.8529 valid_0's quantile: 4.85143
[98] valid_0's poisson: -92.0019 valid_0's quantile: 4.82865
[99] valid_0's poisson: -92.1445 valid_0's quantile: 4.80562
[100] valid_0's poisson: -92.284 valid_0's quantile: 4.78173
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.01, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -63.379 valid_0's quantile: 11.5191
[2] valid_0's poisson: -63.9481 valid_0's quantile: 11.3528
[3] valid_0's poisson: -64.5031 valid_0's quantile: 11.189
[4] valid_0's poisson: -65.0429 valid_0's quantile: 11.0297
[5] valid_0's poisson: -65.5682 valid_0's quantile: 10.8733
[6] valid_0's poisson: -66.091 valid_0's quantile: 10.7177
[7] valid_0's poisson: -66.6003 valid_0's quantile: 10.5677
[8] valid_0's poisson: -67.0965 valid_0's quantile: 10.4223
[9] valid_0's poisson: -67.5723 valid_0's quantile: 10.2831
[10] valid_0's poisson: -68.0309 valid_0's quantile: 10.1514
[11] valid_0's poisson: -68.4898 valid_0's quantile: 10.0182
[12] valid_0's poisson: -68.9479 valid_0's quantile: 9.88826
[13] valid_0's poisson: -69.3858 valid_0's quantile: 9.76336
[14] valid_0's poisson: -69.8344 valid_0's quantile: 9.63947
[15] valid_0's poisson: -70.2848 valid_0's quantile: 9.51794
[16] valid_0's poisson: -70.6989 valid_0's quantile: 9.40327
[17] valid_0's poisson: -71.1124 valid_0's quantile: 9.29193
[18] valid_0's poisson: -71.5155 valid_0's quantile: 9.18178
[19] valid_0's poisson: -71.9304 valid_0's quantile: 9.07226
[20] valid_0's poisson: -72.3255 valid_0's quantile: 8.96551
[21] valid_0's poisson: -72.7206 valid_0's quantile: 8.86131
[22] valid_0's poisson: -73.0837 valid_0's quantile: 8.76304
[23] valid_0's poisson: -73.5133 valid_0's quantile: 8.65481
[24] valid_0's poisson: -73.9336 valid_0's quantile: 8.54905
[25] valid_0's poisson: -74.3483 valid_0's quantile: 8.44699
[26] valid_0's poisson: -74.7479 valid_0's quantile: 8.34893
[27] valid_0's poisson: -75.1364 valid_0's quantile: 8.25302
[28] valid_0's poisson: -75.5032 valid_0's quantile: 8.16095
[29] valid_0's poisson: -75.8801 valid_0's quantile: 8.06696
[30] valid_0's poisson: -76.247 valid_0's quantile: 7.97654
[31] valid_0's poisson: -76.6031 valid_0's quantile: 7.88995
[32] valid_0's poisson: -76.9756 valid_0's quantile: 7.80239
[33] valid_0's poisson: -77.3228 valid_0's quantile: 7.71652
[34] valid_0's poisson: -77.6736 valid_0's quantile: 7.632
[35] valid_0's poisson: -78.0174 valid_0's quantile: 7.55068
[36] valid_0's poisson: -78.3599 valid_0's quantile: 7.46849
[37] valid_0's poisson: -78.698 valid_0's quantile: 7.38839
[38] valid_0's poisson: -79.0323 valid_0's quantile: 7.31132
[39] valid_0's poisson: -79.3525 valid_0's quantile: 7.23644
[40] valid_0's poisson: -79.6725 valid_0's quantile: 7.16315
[41] valid_0's poisson: -79.9887 valid_0's quantile: 7.09056
[42] valid_0's poisson: -80.2893 valid_0's quantile: 7.02052
[43] valid_0's poisson: -80.5701 valid_0's quantile: 6.95599
[44] valid_0's poisson: -80.8586 valid_0's quantile: 6.88892
[45] valid_0's poisson: -81.1588 valid_0's quantile: 6.82086
[46] valid_0's poisson: -81.4517 valid_0's quantile: 6.75781
[47] valid_0's poisson: -81.7162 valid_0's quantile: 6.70201
[48] valid_0's poisson: -82.0002 valid_0's quantile: 6.64143
[49] valid_0's poisson: -82.2588 valid_0's quantile: 6.58699
[50] valid_0's poisson: -82.5151 valid_0's quantile: 6.53314
[51] valid_0's poisson: -82.7664 valid_0's quantile: 6.48133
[52] valid_0's poisson: -83.0131 valid_0's quantile: 6.43064
[53] valid_0's poisson: -83.2726 valid_0's quantile: 6.37625
[54] valid_0's poisson: -83.5198 valid_0's quantile: 6.32466
[55] valid_0's poisson: -83.7698 valid_0's quantile: 6.27346
[56] valid_0's poisson: -84.0167 valid_0's quantile: 6.22389
[57] valid_0's poisson: -84.2532 valid_0's quantile: 6.17698
[58] valid_0's poisson: -84.4788 valid_0's quantile: 6.13251
[59] valid_0's poisson: -84.7129 valid_0's quantile: 6.08579
[60] valid_0's poisson: -84.9414 valid_0's quantile: 6.04164
[61] valid_0's poisson: -85.1646 valid_0's quantile: 5.99644
[62] valid_0's poisson: -85.3839 valid_0's quantile: 5.95286
[63] valid_0's poisson: -85.6056 valid_0's quantile: 5.90984
[64] valid_0's poisson: -85.8256 valid_0's quantile: 5.86746
[65] valid_0's poisson: -86.0384 valid_0's quantile: 5.82655
[66] valid_0's poisson: -86.2442 valid_0's quantile: 5.78817
[67] valid_0's poisson: -86.4562 valid_0's quantile: 5.74671
[68] valid_0's poisson: -86.6784 valid_0's quantile: 5.70735
[69] valid_0's poisson: -86.8822 valid_0's quantile: 5.67005
[70] valid_0's poisson: -87.0943 valid_0's quantile: 5.6325
[71] valid_0's poisson: -87.3059 valid_0's quantile: 5.59515
[72] valid_0's poisson: -87.5005 valid_0's quantile: 5.55778
[73] valid_0's poisson: -87.6849 valid_0's quantile: 5.52454
[74] valid_0's poisson: -87.8678 valid_0's quantile: 5.48922
[75] valid_0's poisson: -88.0684 valid_0's quantile: 5.45342
[76] valid_0's poisson: -88.2514 valid_0's quantile: 5.42002
[77] valid_0's poisson: -88.4413 valid_0's quantile: 5.38697
[78] valid_0's poisson: -88.624 valid_0's quantile: 5.354
[79] valid_0's poisson: -88.8115 valid_0's quantile: 5.32048
[80] valid_0's poisson: -88.9887 valid_0's quantile: 5.289
[81] valid_0's poisson: -89.1765 valid_0's quantile: 5.2577
[82] valid_0's poisson: -89.3573 valid_0's quantile: 5.2252
[83] valid_0's poisson: -89.5444 valid_0's quantile: 5.19412
[84] valid_0's poisson: -89.7282 valid_0's quantile: 5.16431
[85] valid_0's poisson: -89.8967 valid_0's quantile: 5.13486
[86] valid_0's poisson: -90.0548 valid_0's quantile: 5.10667
[87] valid_0's poisson: -90.2298 valid_0's quantile: 5.07893
[88] valid_0's poisson: -90.3941 valid_0's quantile: 5.05274
[89] valid_0's poisson: -90.5562 valid_0's quantile: 5.02459
[90] valid_0's poisson: -90.7148 valid_0's quantile: 4.99698
[91] valid_0's poisson: -90.8705 valid_0's quantile: 4.97019
[92] valid_0's poisson: -91.0272 valid_0's quantile: 4.94455
[93] valid_0's poisson: -91.1757 valid_0's quantile: 4.91946
[94] valid_0's poisson: -91.3252 valid_0's quantile: 4.89524
[95] valid_0's poisson: -91.4754 valid_0's quantile: 4.87168
[96] valid_0's poisson: -91.6146 valid_0's quantile: 4.84868
[97] valid_0's poisson: -91.7562 valid_0's quantile: 4.82668
[98] valid_0's poisson: -91.8979 valid_0's quantile: 4.80524
[99] valid_0's poisson: -92.0366 valid_0's quantile: 4.78305
[100] valid_0's poisson: -92.1777 valid_0's quantile: 4.76217
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.01, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -63.9901 valid_0's quantile: 11.515
[2] valid_0's poisson: -64.5423 valid_0's quantile: 11.352
[3] valid_0's poisson: -65.0789 valid_0's quantile: 11.1926
[4] valid_0's poisson: -65.599 valid_0's quantile: 11.0382
[5] valid_0's poisson: -66.1311 valid_0's quantile: 10.8822
[6] valid_0's poisson: -66.644 valid_0's quantile: 10.7309
[7] valid_0's poisson: -67.1623 valid_0's quantile: 10.5788
[8] valid_0's poisson: -67.651 valid_0's quantile: 10.436
[9] valid_0's poisson: -68.1455 valid_0's quantile: 10.2924
[10] valid_0's poisson: -68.6328 valid_0's quantile: 10.1538
[11] valid_0's poisson: -69.1045 valid_0's quantile: 10.0219
[12] valid_0's poisson: -69.5694 valid_0's quantile: 9.89159
[13] valid_0's poisson: -70.0024 valid_0's quantile: 9.77066
[14] valid_0's poisson: -70.4287 valid_0's quantile: 9.65329
[15] valid_0's poisson: -70.8609 valid_0's quantile: 9.53535
[16] valid_0's poisson: -71.286 valid_0's quantile: 9.41765
[17] valid_0's poisson: -71.6964 valid_0's quantile: 9.30622
[18] valid_0's poisson: -72.0995 valid_0's quantile: 9.19741
[19] valid_0's poisson: -72.5025 valid_0's quantile: 9.0887
[20] valid_0's poisson: -72.8845 valid_0's quantile: 8.98534
[21] valid_0's poisson: -73.3059 valid_0's quantile: 8.87352
[22] valid_0's poisson: -73.7125 valid_0's quantile: 8.76998
[23] valid_0's poisson: -74.1013 valid_0's quantile: 8.67095
[24] valid_0's poisson: -74.4954 valid_0's quantile: 8.56994
[25] valid_0's poisson: -74.8807 valid_0's quantile: 8.47305
[26] valid_0's poisson: -75.2499 valid_0's quantile: 8.38044
[27] valid_0's poisson: -75.6302 valid_0's quantile: 8.28777
[28] valid_0's poisson: -76.001 valid_0's quantile: 8.19546
[29] valid_0's poisson: -76.3707 valid_0's quantile: 8.10555
[30] valid_0's poisson: -76.7328 valid_0's quantile: 8.01772
[31] valid_0's poisson: -77.083 valid_0's quantile: 7.93261
[32] valid_0's poisson: -77.4285 valid_0's quantile: 7.84729
[33] valid_0's poisson: -77.7868 valid_0's quantile: 7.75825
[34] valid_0's poisson: -78.1448 valid_0's quantile: 7.67017
[35] valid_0's poisson: -78.4633 valid_0's quantile: 7.5898
[36] valid_0's poisson: -78.7753 valid_0's quantile: 7.51221
[37] valid_0's poisson: -79.11 valid_0's quantile: 7.43543
[38] valid_0's poisson: -79.4269 valid_0's quantile: 7.3611
[39] valid_0's poisson: -79.7375 valid_0's quantile: 7.28861
[40] valid_0's poisson: -80.0486 valid_0's quantile: 7.21735
[41] valid_0's poisson: -80.3563 valid_0's quantile: 7.14527
[42] valid_0's poisson: -80.6473 valid_0's quantile: 7.07825
[43] valid_0's poisson: -80.9362 valid_0's quantile: 7.00971
[44] valid_0's poisson: -81.2325 valid_0's quantile: 6.94333
[45] valid_0's poisson: -81.5096 valid_0's quantile: 6.88021
[46] valid_0's poisson: -81.7806 valid_0's quantile: 6.8183
[47] valid_0's poisson: -82.0574 valid_0's quantile: 6.75733
[48] valid_0's poisson: -82.3339 valid_0's quantile: 6.69666
[49] valid_0's poisson: -82.6082 valid_0's quantile: 6.63803
[50] valid_0's poisson: -82.8643 valid_0's quantile: 6.58204
[51] valid_0's poisson: -83.1307 valid_0's quantile: 6.52386
[52] valid_0's poisson: -83.3839 valid_0's quantile: 6.4698
[53] valid_0's poisson: -83.6454 valid_0's quantile: 6.41337
[54] valid_0's poisson: -83.8935 valid_0's quantile: 6.36107
[55] valid_0's poisson: -84.1421 valid_0's quantile: 6.30926
[56] valid_0's poisson: -84.3808 valid_0's quantile: 6.26028
[57] valid_0's poisson: -84.6204 valid_0's quantile: 6.21161
[58] valid_0's poisson: -84.8565 valid_0's quantile: 6.16383
[59] valid_0's poisson: -85.0876 valid_0's quantile: 6.11641
[60] valid_0's poisson: -85.3166 valid_0's quantile: 6.07054
[61] valid_0's poisson: -85.5412 valid_0's quantile: 6.02549
[62] valid_0's poisson: -85.766 valid_0's quantile: 5.98111
[63] valid_0's poisson: -85.9831 valid_0's quantile: 5.93771
[64] valid_0's poisson: -86.1978 valid_0's quantile: 5.89591
[65] valid_0's poisson: -86.4019 valid_0's quantile: 5.85529
[66] valid_0's poisson: -86.6067 valid_0's quantile: 5.81511
[67] valid_0's poisson: -86.8142 valid_0's quantile: 5.77542
[68] valid_0's poisson: -87.018 valid_0's quantile: 5.73677
[69] valid_0's poisson: -87.2267 valid_0's quantile: 5.69847
[70] valid_0's poisson: -87.4357 valid_0's quantile: 5.66099
[71] valid_0's poisson: -87.6399 valid_0's quantile: 5.62483
[72] valid_0's poisson: -87.8386 valid_0's quantile: 5.58806
[73] valid_0's poisson: -88.0338 valid_0's quantile: 5.5497
[74] valid_0's poisson: -88.2255 valid_0's quantile: 5.51435
[75] valid_0's poisson: -88.4139 valid_0's quantile: 5.47955
[76] valid_0's poisson: -88.5935 valid_0's quantile: 5.44486
[77] valid_0's poisson: -88.7764 valid_0's quantile: 5.40905
[78] valid_0's poisson: -88.9612 valid_0's quantile: 5.37418
[79] valid_0's poisson: -89.1455 valid_0's quantile: 5.34088
[80] valid_0's poisson: -89.3345 valid_0's quantile: 5.30765
[81] valid_0's poisson: -89.5158 valid_0's quantile: 5.27421
[82] valid_0's poisson: -89.7009 valid_0's quantile: 5.24023
[83] valid_0's poisson: -89.8607 valid_0's quantile: 5.21076
[84] valid_0's poisson: -90.0426 valid_0's quantile: 5.18072
[85] valid_0's poisson: -90.1968 valid_0's quantile: 5.1526
[86] valid_0's poisson: -90.3695 valid_0's quantile: 5.12312
[87] valid_0's poisson: -90.5369 valid_0's quantile: 5.09495
[88] valid_0's poisson: -90.712 valid_0's quantile: 5.06526
[89] valid_0's poisson: -90.87 valid_0's quantile: 5.03806
[90] valid_0's poisson: -91.0257 valid_0's quantile: 5.01066
[91] valid_0's poisson: -91.188 valid_0's quantile: 4.9843
[92] valid_0's poisson: -91.3387 valid_0's quantile: 4.95805
[93] valid_0's poisson: -91.4908 valid_0's quantile: 4.93055
[94] valid_0's poisson: -91.6352 valid_0's quantile: 4.90686
[95] valid_0's poisson: -91.7873 valid_0's quantile: 4.88201
[96] valid_0's poisson: -91.9325 valid_0's quantile: 4.85793
[97] valid_0's poisson: -92.0776 valid_0's quantile: 4.83476
[98] valid_0's poisson: -92.2192 valid_0's quantile: 4.81026
[99] valid_0's poisson: -92.3648 valid_0's quantile: 4.78766
[100] valid_0's poisson: -92.5015 valid_0's quantile: 4.76513
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.01, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -62.7078 valid_0's quantile: 11.5351
[2] valid_0's poisson: -63.2431 valid_0's quantile: 11.3764
[3] valid_0's poisson: -63.8009 valid_0's quantile: 11.2156
[4] valid_0's poisson: -64.3448 valid_0's quantile: 11.0588
[5] valid_0's poisson: -64.8745 valid_0's quantile: 10.9048
[6] valid_0's poisson: -65.3843 valid_0's quantile: 10.7561
[7] valid_0's poisson: -65.8898 valid_0's quantile: 10.6103
[8] valid_0's poisson: -66.3804 valid_0's quantile: 10.4699
[9] valid_0's poisson: -66.8731 valid_0's quantile: 10.3324
[10] valid_0's poisson: -67.3538 valid_0's quantile: 10.1997
[11] valid_0's poisson: -67.8282 valid_0's quantile: 10.0711
[12] valid_0's poisson: -68.2857 valid_0's quantile: 9.94707
[13] valid_0's poisson: -68.7391 valid_0's quantile: 9.82564
[14] valid_0's poisson: -69.1796 valid_0's quantile: 9.70658
[15] valid_0's poisson: -69.6076 valid_0's quantile: 9.59216
[16] valid_0's poisson: -70.0356 valid_0's quantile: 9.47932
[17] valid_0's poisson: -70.454 valid_0's quantile: 9.36966
[18] valid_0's poisson: -70.8982 valid_0's quantile: 9.25275
[19] valid_0's poisson: -71.3163 valid_0's quantile: 9.14225
[20] valid_0's poisson: -71.727 valid_0's quantile: 9.03495
[21] valid_0's poisson: -72.1094 valid_0's quantile: 8.93649
[22] valid_0's poisson: -72.5098 valid_0's quantile: 8.83431
[23] valid_0's poisson: -72.8826 valid_0's quantile: 8.74007
[24] valid_0's poisson: -73.2867 valid_0's quantile: 8.64009
[25] valid_0's poisson: -73.6942 valid_0's quantile: 8.54131
[26] valid_0's poisson: -74.0932 valid_0's quantile: 8.44558
[27] valid_0's poisson: -74.4946 valid_0's quantile: 8.34888
[28] valid_0's poisson: -74.8868 valid_0's quantile: 8.25521
[29] valid_0's poisson: -75.2711 valid_0's quantile: 8.16296
[30] valid_0's poisson: -75.6561 valid_0's quantile: 8.07097
[31] valid_0's poisson: -76.0251 valid_0's quantile: 7.98249
[32] valid_0's poisson: -76.3904 valid_0's quantile: 7.89462
[33] valid_0's poisson: -76.7545 valid_0's quantile: 7.80849
[34] valid_0's poisson: -77.1113 valid_0's quantile: 7.72386
[35] valid_0's poisson: -77.453 valid_0's quantile: 7.64236
[36] valid_0's poisson: -77.7881 valid_0's quantile: 7.56377
[37] valid_0's poisson: -78.127 valid_0's quantile: 7.48568
[38] valid_0's poisson: -78.4749 valid_0's quantile: 7.40782
[39] valid_0's poisson: -78.8084 valid_0's quantile: 7.33246
[40] valid_0's poisson: -79.1226 valid_0's quantile: 7.25958
[41] valid_0's poisson: -79.4514 valid_0's quantile: 7.18484
[42] valid_0's poisson: -79.7731 valid_0's quantile: 7.11372
[43] valid_0's poisson: -80.0704 valid_0's quantile: 7.0456
[44] valid_0's poisson: -80.3844 valid_0's quantile: 6.97766
[45] valid_0's poisson: -80.6916 valid_0's quantile: 6.91144
[46] valid_0's poisson: -80.975 valid_0's quantile: 6.84822
[47] valid_0's poisson: -81.2609 valid_0's quantile: 6.78645
[48] valid_0's poisson: -81.5422 valid_0's quantile: 6.72772
[49] valid_0's poisson: -81.8171 valid_0's quantile: 6.67316
[50] valid_0's poisson: -82.0986 valid_0's quantile: 6.6161
[51] valid_0's poisson: -82.3704 valid_0's quantile: 6.5627
[52] valid_0's poisson: -82.6304 valid_0's quantile: 6.50932
[53] valid_0's poisson: -82.894 valid_0's quantile: 6.45872
[54] valid_0's poisson: -83.1428 valid_0's quantile: 6.40889
[55] valid_0's poisson: -83.3932 valid_0's quantile: 6.35868
[56] valid_0's poisson: -83.6387 valid_0's quantile: 6.31039
[57] valid_0's poisson: -83.8874 valid_0's quantile: 6.26157
[58] valid_0's poisson: -84.1288 valid_0's quantile: 6.2147
[59] valid_0's poisson: -84.3673 valid_0's quantile: 6.16876
[60] valid_0's poisson: -84.6053 valid_0's quantile: 6.12367
[61] valid_0's poisson: -84.8425 valid_0's quantile: 6.07872
[62] valid_0's poisson: -85.0752 valid_0's quantile: 6.03454
[63] valid_0's poisson: -85.3035 valid_0's quantile: 5.99093
[64] valid_0's poisson: -85.524 valid_0's quantile: 5.94889
[65] valid_0's poisson: -85.7459 valid_0's quantile: 5.90654
[66] valid_0's poisson: -85.956 valid_0's quantile: 5.86657
[67] valid_0's poisson: -86.1761 valid_0's quantile: 5.82603
[68] valid_0's poisson: -86.3866 valid_0's quantile: 5.78733
[69] valid_0's poisson: -86.6008 valid_0's quantile: 5.74803
[70] valid_0's poisson: -86.8031 valid_0's quantile: 5.7113
[71] valid_0's poisson: -87.0074 valid_0's quantile: 5.67496
[72] valid_0's poisson: -87.2108 valid_0's quantile: 5.63755
[73] valid_0's poisson: -87.3965 valid_0's quantile: 5.60451
[74] valid_0's poisson: -87.5908 valid_0's quantile: 5.56782
[75] valid_0's poisson: -87.7816 valid_0's quantile: 5.53199
[76] valid_0's poisson: -87.9775 valid_0's quantile: 5.49711
[77] valid_0's poisson: -88.1709 valid_0's quantile: 5.46298
[78] valid_0's poisson: -88.368 valid_0's quantile: 5.42845
[79] valid_0's poisson: -88.5626 valid_0's quantile: 5.39526
[80] valid_0's poisson: -88.7518 valid_0's quantile: 5.36241
[81] valid_0's poisson: -88.9471 valid_0's quantile: 5.32951
[82] valid_0's poisson: -89.1406 valid_0's quantile: 5.2966
[83] valid_0's poisson: -89.3133 valid_0's quantile: 5.26599
[84] valid_0's poisson: -89.4999 valid_0's quantile: 5.23315
[85] valid_0's poisson: -89.6716 valid_0's quantile: 5.20369
[86] valid_0's poisson: -89.8469 valid_0's quantile: 5.1738
[87] valid_0's poisson: -90.0091 valid_0's quantile: 5.14547
[88] valid_0's poisson: -90.1758 valid_0's quantile: 5.11751
[89] valid_0's poisson: -90.3331 valid_0's quantile: 5.08954
[90] valid_0's poisson: -90.4969 valid_0's quantile: 5.06214
[91] valid_0's poisson: -90.6668 valid_0's quantile: 5.03509
[92] valid_0's poisson: -90.8316 valid_0's quantile: 5.00852
[93] valid_0's poisson: -90.9954 valid_0's quantile: 4.98278
[94] valid_0's poisson: -91.1552 valid_0's quantile: 4.95711
[95] valid_0's poisson: -91.3112 valid_0's quantile: 4.93209
[96] valid_0's poisson: -91.4589 valid_0's quantile: 4.90766
[97] valid_0's poisson: -91.6091 valid_0's quantile: 4.88262
[98] valid_0's poisson: -91.7547 valid_0's quantile: 4.85975
[99] valid_0's poisson: -91.9009 valid_0's quantile: 4.83636
[100] valid_0's poisson: -92.0448 valid_0's quantile: 4.81268
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.01, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.2765 valid_0's quantile: 11.6611
[2] valid_0's poisson: -62.405 valid_0's quantile: 11.6234
[3] valid_0's poisson: -62.5328 valid_0's quantile: 11.5858
[4] valid_0's poisson: -62.6595 valid_0's quantile: 11.5486
[5] valid_0's poisson: -62.7856 valid_0's quantile: 11.5115
[6] valid_0's poisson: -62.9105 valid_0's quantile: 11.4747
[7] valid_0's poisson: -63.032 valid_0's quantile: 11.439
[8] valid_0's poisson: -63.1552 valid_0's quantile: 11.4027
[9] valid_0's poisson: -63.2775 valid_0's quantile: 11.3666
[10] valid_0's poisson: -63.3861 valid_0's quantile: 11.3322
[11] valid_0's poisson: -63.5068 valid_0's quantile: 11.2965
[12] valid_0's poisson: -63.6138 valid_0's quantile: 11.2627
[13] valid_0's poisson: -63.7337 valid_0's quantile: 11.2276
[14] valid_0's poisson: -63.8528 valid_0's quantile: 11.1927
[15] valid_0's poisson: -63.9711 valid_0's quantile: 11.158
[16] valid_0's poisson: -64.0903 valid_0's quantile: 11.1233
[17] valid_0's poisson: -64.2087 valid_0's quantile: 11.0887
[18] valid_0's poisson: -64.3264 valid_0's quantile: 11.0544
[19] valid_0's poisson: -64.4417 valid_0's quantile: 11.0206
[20] valid_0's poisson: -64.5578 valid_0's quantile: 10.9871
[21] valid_0's poisson: -64.6732 valid_0's quantile: 10.9537
[22] valid_0's poisson: -64.7878 valid_0's quantile: 10.9205
[23] valid_0's poisson: -64.8994 valid_0's quantile: 10.8879
[24] valid_0's poisson: -65.0102 valid_0's quantile: 10.8555
[25] valid_0's poisson: -65.1221 valid_0's quantile: 10.8232
[26] valid_0's poisson: -65.2315 valid_0's quantile: 10.7916
[27] valid_0's poisson: -65.3412 valid_0's quantile: 10.7602
[28] valid_0's poisson: -65.4487 valid_0's quantile: 10.7288
[29] valid_0's poisson: -65.5565 valid_0's quantile: 10.6977
[30] valid_0's poisson: -65.664 valid_0's quantile: 10.6668
[31] valid_0's poisson: -65.7707 valid_0's quantile: 10.6361
[32] valid_0's poisson: -65.8772 valid_0's quantile: 10.6056
[33] valid_0's poisson: -65.9843 valid_0's quantile: 10.5751
[34] valid_0's poisson: -66.0918 valid_0's quantile: 10.5447
[35] valid_0's poisson: -66.1975 valid_0's quantile: 10.5147
[36] valid_0's poisson: -66.3023 valid_0's quantile: 10.4849
[37] valid_0's poisson: -66.4067 valid_0's quantile: 10.4552
[38] valid_0's poisson: -66.5093 valid_0's quantile: 10.4262
[39] valid_0's poisson: -66.6122 valid_0's quantile: 10.3975
[40] valid_0's poisson: -66.7135 valid_0's quantile: 10.3689
[41] valid_0's poisson: -66.8151 valid_0's quantile: 10.3405
[42] valid_0's poisson: -66.9152 valid_0's quantile: 10.3124
[43] valid_0's poisson: -67.0186 valid_0's quantile: 10.2844
[44] valid_0's poisson: -67.1213 valid_0's quantile: 10.2565
[45] valid_0's poisson: -67.2186 valid_0's quantile: 10.2295
[46] valid_0's poisson: -67.3171 valid_0's quantile: 10.2022
[47] valid_0's poisson: -67.4145 valid_0's quantile: 10.1752
[48] valid_0's poisson: -67.5119 valid_0's quantile: 10.1481
[49] valid_0's poisson: -67.6112 valid_0's quantile: 10.121
[50] valid_0's poisson: -67.6981 valid_0's quantile: 10.0956
[51] valid_0's poisson: -67.7911 valid_0's quantile: 10.0694
[52] valid_0's poisson: -67.8864 valid_0's quantile: 10.043
[53] valid_0's poisson: -67.9811 valid_0's quantile: 10.0168
[54] valid_0's poisson: -68.0784 valid_0's quantile: 9.99035
[55] valid_0's poisson: -68.1752 valid_0's quantile: 9.96415
[56] valid_0's poisson: -68.2823 valid_0's quantile: 9.93514
[57] valid_0's poisson: -68.3856 valid_0's quantile: 9.90683
[58] valid_0's poisson: -68.4915 valid_0's quantile: 9.87839
[59] valid_0's poisson: -68.5967 valid_0's quantile: 9.85006
[60] valid_0's poisson: -68.6915 valid_0's quantile: 9.82474
[61] valid_0's poisson: -68.7858 valid_0's quantile: 9.7997
[62] valid_0's poisson: -68.8792 valid_0's quantile: 9.77491
[63] valid_0's poisson: -68.9725 valid_0's quantile: 9.75008
[64] valid_0's poisson: -69.0639 valid_0's quantile: 9.72406
[65] valid_0's poisson: -69.166 valid_0's quantile: 9.69673
[66] valid_0's poisson: -69.2672 valid_0's quantile: 9.66941
[67] valid_0's poisson: -69.3679 valid_0's quantile: 9.64244
[68] valid_0's poisson: -69.4679 valid_0's quantile: 9.61575
[69] valid_0's poisson: -69.5673 valid_0's quantile: 9.58944
[70] valid_0's poisson: -69.6665 valid_0's quantile: 9.56364
[71] valid_0's poisson: -69.7547 valid_0's quantile: 9.53927
[72] valid_0's poisson: -69.8528 valid_0's quantile: 9.51375
[73] valid_0's poisson: -69.9502 valid_0's quantile: 9.48839
[74] valid_0's poisson: -70.0471 valid_0's quantile: 9.46315
[75] valid_0's poisson: -70.1435 valid_0's quantile: 9.43812
[76] valid_0's poisson: -70.2385 valid_0's quantile: 9.41297
[77] valid_0's poisson: -70.3338 valid_0's quantile: 9.3882
[78] valid_0's poisson: -70.4277 valid_0's quantile: 9.36336
[79] valid_0's poisson: -70.5222 valid_0's quantile: 9.33886
[80] valid_0's poisson: -70.6128 valid_0's quantile: 9.31475
[81] valid_0's poisson: -70.7066 valid_0's quantile: 9.29075
[82] valid_0's poisson: -70.8077 valid_0's quantile: 9.26586
[83] valid_0's poisson: -70.9083 valid_0's quantile: 9.24108
[84] valid_0's poisson: -71.0083 valid_0's quantile: 9.2164
[85] valid_0's poisson: -71.1087 valid_0's quantile: 9.19185
[86] valid_0's poisson: -71.2077 valid_0's quantile: 9.16751
[87] valid_0's poisson: -71.3062 valid_0's quantile: 9.14341
[88] valid_0's poisson: -71.4042 valid_0's quantile: 9.11953
[89] valid_0's poisson: -71.5028 valid_0's quantile: 9.09541
[90] valid_0's poisson: -71.6011 valid_0's quantile: 9.0715
[91] valid_0's poisson: -71.7036 valid_0's quantile: 9.04702
[92] valid_0's poisson: -71.8056 valid_0's quantile: 9.02272
[93] valid_0's poisson: -71.9061 valid_0's quantile: 8.9987
[94] valid_0's poisson: -72.0026 valid_0's quantile: 8.97523
[95] valid_0's poisson: -72.1022 valid_0's quantile: 8.95149
[96] valid_0's poisson: -72.2022 valid_0's quantile: 8.92764
[97] valid_0's poisson: -72.3007 valid_0's quantile: 8.90412
[98] valid_0's poisson: -72.3991 valid_0's quantile: 8.88008
[99] valid_0's poisson: -72.4976 valid_0's quantile: 8.85668
[100] valid_0's poisson: -72.5957 valid_0's quantile: 8.83349
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.2785 valid_0's quantile: 11.6611
[2] valid_0's poisson: -62.3954 valid_0's quantile: 11.6251
[3] valid_0's poisson: -62.5114 valid_0's quantile: 11.5893
[4] valid_0's poisson: -62.6266 valid_0's quantile: 11.5538
[5] valid_0's poisson: -62.7409 valid_0's quantile: 11.5185
[6] valid_0's poisson: -62.8545 valid_0's quantile: 11.4834
[7] valid_0's poisson: -62.9839 valid_0's quantile: 11.4462
[8] valid_0's poisson: -63.1125 valid_0's quantile: 11.4094
[9] valid_0's poisson: -63.2403 valid_0's quantile: 11.3727
[10] valid_0's poisson: -63.3504 valid_0's quantile: 11.3383
[11] valid_0's poisson: -63.4765 valid_0's quantile: 11.3021
[12] valid_0's poisson: -63.6017 valid_0's quantile: 11.266
[13] valid_0's poisson: -63.7261 valid_0's quantile: 11.2306
[14] valid_0's poisson: -63.8497 valid_0's quantile: 11.1953
[15] valid_0's poisson: -63.9725 valid_0's quantile: 11.1601
[16] valid_0's poisson: -64.0945 valid_0's quantile: 11.1251
[17] valid_0's poisson: -64.2156 valid_0's quantile: 11.0903
[18] valid_0's poisson: -64.336 valid_0's quantile: 11.0559
[19] valid_0's poisson: -64.44 valid_0's quantile: 11.0239
[20] valid_0's poisson: -64.5589 valid_0's quantile: 10.9902
[21] valid_0's poisson: -64.677 valid_0's quantile: 10.9567
[22] valid_0's poisson: -64.7943 valid_0's quantile: 10.9233
[23] valid_0's poisson: -64.9109 valid_0's quantile: 10.8901
[24] valid_0's poisson: -65.0268 valid_0's quantile: 10.8571
[25] valid_0's poisson: -65.1378 valid_0's quantile: 10.8253
[26] valid_0's poisson: -65.2522 valid_0's quantile: 10.7931
[27] valid_0's poisson: -65.3475 valid_0's quantile: 10.7637
[28] valid_0's poisson: -65.4606 valid_0's quantile: 10.7319
[29] valid_0's poisson: -65.5691 valid_0's quantile: 10.7012
[30] valid_0's poisson: -65.677 valid_0's quantile: 10.6706
[31] valid_0's poisson: -65.7883 valid_0's quantile: 10.6395
[32] valid_0's poisson: -65.895 valid_0's quantile: 10.6092
[33] valid_0's poisson: -66.0051 valid_0's quantile: 10.5784
[34] valid_0's poisson: -66.1105 valid_0's quantile: 10.5485
[35] valid_0's poisson: -66.2061 valid_0's quantile: 10.5202
[36] valid_0's poisson: -66.3107 valid_0's quantile: 10.4907
[37] valid_0's poisson: -66.4191 valid_0's quantile: 10.4607
[38] valid_0's poisson: -66.5226 valid_0's quantile: 10.4319
[39] valid_0's poisson: -66.6254 valid_0's quantile: 10.4035
[40] valid_0's poisson: -66.732 valid_0's quantile: 10.3746
[41] valid_0's poisson: -66.8337 valid_0's quantile: 10.3466
[42] valid_0's poisson: -66.9385 valid_0's quantile: 10.3182
[43] valid_0's poisson: -67.0262 valid_0's quantile: 10.2925
[44] valid_0's poisson: -67.1305 valid_0's quantile: 10.2645
[45] valid_0's poisson: -67.2357 valid_0's quantile: 10.2367
[46] valid_0's poisson: -67.3403 valid_0's quantile: 10.209
[47] valid_0's poisson: -67.4429 valid_0's quantile: 10.1815
[48] valid_0's poisson: -67.5463 valid_0's quantile: 10.154
[49] valid_0's poisson: -67.6477 valid_0's quantile: 10.1267
[50] valid_0's poisson: -67.7499 valid_0's quantile: 10.0996
[51] valid_0's poisson: -67.8515 valid_0's quantile: 10.0726
[52] valid_0's poisson: -67.9392 valid_0's quantile: 10.0476
[53] valid_0's poisson: -68.0397 valid_0's quantile: 10.021
[54] valid_0's poisson: -68.1395 valid_0's quantile: 9.99447
[55] valid_0's poisson: -68.2483 valid_0's quantile: 9.96449
[56] valid_0's poisson: -68.3564 valid_0's quantile: 9.93496
[57] valid_0's poisson: -68.4638 valid_0's quantile: 9.90568
[58] valid_0's poisson: -68.5706 valid_0's quantile: 9.87662
[59] valid_0's poisson: -68.6767 valid_0's quantile: 9.84768
[60] valid_0's poisson: -68.7822 valid_0's quantile: 9.8189
[61] valid_0's poisson: -68.8762 valid_0's quantile: 9.79181
[62] valid_0's poisson: -68.9804 valid_0's quantile: 9.76338
[63] valid_0's poisson: -69.084 valid_0's quantile: 9.73507
[64] valid_0's poisson: -69.1869 valid_0's quantile: 9.70707
[65] valid_0's poisson: -69.2893 valid_0's quantile: 9.67937
[66] valid_0's poisson: -69.391 valid_0's quantile: 9.65209
[67] valid_0's poisson: -69.4921 valid_0's quantile: 9.6253
[68] valid_0's poisson: -69.5926 valid_0's quantile: 9.59863
[69] valid_0's poisson: -69.6925 valid_0's quantile: 9.57249
[70] valid_0's poisson: -69.7919 valid_0's quantile: 9.54615
[71] valid_0's poisson: -69.8907 valid_0's quantile: 9.5203
[72] valid_0's poisson: -69.9889 valid_0's quantile: 9.49462
[73] valid_0's poisson: -70.0865 valid_0's quantile: 9.46907
[74] valid_0's poisson: -70.1835 valid_0's quantile: 9.44372
[75] valid_0's poisson: -70.28 valid_0's quantile: 9.41847
[76] valid_0's poisson: -70.376 valid_0's quantile: 9.39344
[77] valid_0's poisson: -70.4713 valid_0's quantile: 9.36856
[78] valid_0's poisson: -70.5661 valid_0's quantile: 9.34395
[79] valid_0's poisson: -70.663 valid_0's quantile: 9.31882
[80] valid_0's poisson: -70.7593 valid_0's quantile: 9.2938
[81] valid_0's poisson: -70.855 valid_0's quantile: 9.26888
[82] valid_0's poisson: -70.9502 valid_0's quantile: 9.24417
[83] valid_0's poisson: -71.0448 valid_0's quantile: 9.21973
[84] valid_0's poisson: -71.1389 valid_0's quantile: 9.1954
[85] valid_0's poisson: -71.2403 valid_0's quantile: 9.1702
[86] valid_0's poisson: -71.3412 valid_0's quantile: 9.14512
[87] valid_0's poisson: -71.4448 valid_0's quantile: 9.11997
[88] valid_0's poisson: -71.5479 valid_0's quantile: 9.095
[89] valid_0's poisson: -71.6505 valid_0's quantile: 9.07013
[90] valid_0's poisson: -71.7533 valid_0's quantile: 9.04475
[91] valid_0's poisson: -71.8549 valid_0's quantile: 9.02005
[92] valid_0's poisson: -71.9568 valid_0's quantile: 8.99498
[93] valid_0's poisson: -72.0582 valid_0's quantile: 8.97006
[94] valid_0's poisson: -72.159 valid_0's quantile: 8.94532
[95] valid_0's poisson: -72.2596 valid_0's quantile: 8.91998
[96] valid_0's poisson: -72.3597 valid_0's quantile: 8.89479
[97] valid_0's poisson: -72.4592 valid_0's quantile: 8.8699
[98] valid_0's poisson: -72.5582 valid_0's quantile: 8.8452
[99] valid_0's poisson: -72.6564 valid_0's quantile: 8.82167
[100] valid_0's poisson: -72.7511 valid_0's quantile: 8.79867
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.9087 valid_0's quantile: 11.6519
[2] valid_0's poisson: -63.0235 valid_0's quantile: 11.6148
[3] valid_0's poisson: -63.1373 valid_0's quantile: 11.5779
[4] valid_0's poisson: -63.2503 valid_0's quantile: 11.5413
[5] valid_0's poisson: -63.3624 valid_0's quantile: 11.5049
[6] valid_0's poisson: -63.4736 valid_0's quantile: 11.4688
[7] valid_0's poisson: -63.598 valid_0's quantile: 11.4309
[8] valid_0's poisson: -63.7075 valid_0's quantile: 11.3951
[9] valid_0's poisson: -63.8302 valid_0's quantile: 11.3577
[10] valid_0's poisson: -63.952 valid_0's quantile: 11.3206
[11] valid_0's poisson: -64.073 valid_0's quantile: 11.2836
[12] valid_0's poisson: -64.1802 valid_0's quantile: 11.2486
[13] valid_0's poisson: -64.2995 valid_0's quantile: 11.2121
[14] valid_0's poisson: -64.4054 valid_0's quantile: 11.1779
[15] valid_0's poisson: -64.5105 valid_0's quantile: 11.144
[16] valid_0's poisson: -64.6275 valid_0's quantile: 11.1084
[17] valid_0's poisson: -64.7313 valid_0's quantile: 11.0748
[18] valid_0's poisson: -64.8459 valid_0's quantile: 11.0397
[19] valid_0's poisson: -64.9597 valid_0's quantile: 11.0052
[20] valid_0's poisson: -65.0727 valid_0's quantile: 10.9709
[21] valid_0's poisson: -65.185 valid_0's quantile: 10.9371
[22] valid_0's poisson: -65.285 valid_0's quantile: 10.9049
[23] valid_0's poisson: -65.3959 valid_0's quantile: 10.8713
[24] valid_0's poisson: -65.5086 valid_0's quantile: 10.8375
[25] valid_0's poisson: -65.6215 valid_0's quantile: 10.8041
[26] valid_0's poisson: -65.7327 valid_0's quantile: 10.7711
[27] valid_0's poisson: -65.8418 valid_0's quantile: 10.7388
[28] valid_0's poisson: -65.9515 valid_0's quantile: 10.7063
[29] valid_0's poisson: -66.0481 valid_0's quantile: 10.676
[30] valid_0's poisson: -66.1541 valid_0's quantile: 10.6445
[31] valid_0's poisson: -66.2606 valid_0's quantile: 10.6132
[32] valid_0's poisson: -66.3663 valid_0's quantile: 10.582
[33] valid_0's poisson: -66.4703 valid_0's quantile: 10.551
[34] valid_0's poisson: -66.5748 valid_0's quantile: 10.5202
[35] valid_0's poisson: -66.6671 valid_0's quantile: 10.4912
[36] valid_0's poisson: -66.7703 valid_0's quantile: 10.4609
[37] valid_0's poisson: -66.8729 valid_0's quantile: 10.4309
[38] valid_0's poisson: -66.9759 valid_0's quantile: 10.4007
[39] valid_0's poisson: -67.0772 valid_0's quantile: 10.3715
[40] valid_0's poisson: -67.1767 valid_0's quantile: 10.3424
[41] valid_0's poisson: -67.2814 valid_0's quantile: 10.313
[42] valid_0's poisson: -67.3798 valid_0's quantile: 10.2844
[43] valid_0's poisson: -67.468 valid_0's quantile: 10.2577
[44] valid_0's poisson: -67.5664 valid_0's quantile: 10.2297
[45] valid_0's poisson: -67.663 valid_0's quantile: 10.2018
[46] valid_0's poisson: -67.7636 valid_0's quantile: 10.1736
[47] valid_0's poisson: -67.8597 valid_0's quantile: 10.1457
[48] valid_0's poisson: -67.9591 valid_0's quantile: 10.1178
[49] valid_0's poisson: -68.056 valid_0's quantile: 10.0904
[50] valid_0's poisson: -68.1508 valid_0's quantile: 10.0631
[51] valid_0's poisson: -68.2475 valid_0's quantile: 10.0356
[52] valid_0's poisson: -68.3414 valid_0's quantile: 10.0086
[53] valid_0's poisson: -68.437 valid_0's quantile: 9.98146
[54] valid_0's poisson: -68.5321 valid_0's quantile: 9.95455
[55] valid_0's poisson: -68.6258 valid_0's quantile: 9.92787
[56] valid_0's poisson: -68.7198 valid_0's quantile: 9.90148
[57] valid_0's poisson: -68.8131 valid_0's quantile: 9.87519
[58] valid_0's poisson: -68.9036 valid_0's quantile: 9.84925
[59] valid_0's poisson: -68.9961 valid_0's quantile: 9.82326
[60] valid_0's poisson: -69.088 valid_0's quantile: 9.79753
[61] valid_0's poisson: -69.1769 valid_0's quantile: 9.7722
[62] valid_0's poisson: -69.2708 valid_0's quantile: 9.74648
[63] valid_0's poisson: -69.3642 valid_0's quantile: 9.72101
[64] valid_0's poisson: -69.4516 valid_0's quantile: 9.69621
[65] valid_0's poisson: -69.5442 valid_0's quantile: 9.67102
[66] valid_0's poisson: -69.6309 valid_0's quantile: 9.64661
[67] valid_0's poisson: -69.7226 valid_0's quantile: 9.62187
[68] valid_0's poisson: -69.8109 valid_0's quantile: 9.59768
[69] valid_0's poisson: -69.9081 valid_0's quantile: 9.57011
[70] valid_0's poisson: -70.007 valid_0's quantile: 9.54252
[71] valid_0's poisson: -70.1053 valid_0's quantile: 9.51505
[72] valid_0's poisson: -70.2006 valid_0's quantile: 9.48805
[73] valid_0's poisson: -70.298 valid_0's quantile: 9.46089
[74] valid_0's poisson: -70.3947 valid_0's quantile: 9.43402
[75] valid_0's poisson: -70.4886 valid_0's quantile: 9.40757
[76] valid_0's poisson: -70.5844 valid_0's quantile: 9.38124
[77] valid_0's poisson: -70.6773 valid_0's quantile: 9.35569
[78] valid_0's poisson: -70.7789 valid_0's quantile: 9.32945
[79] valid_0's poisson: -70.8799 valid_0's quantile: 9.30331
[80] valid_0's poisson: -70.9715 valid_0's quantile: 9.27806
[81] valid_0's poisson: -71.0714 valid_0's quantile: 9.25225
[82] valid_0's poisson: -71.1707 valid_0's quantile: 9.22654
[83] valid_0's poisson: -71.2608 valid_0's quantile: 9.20165
[84] valid_0's poisson: -71.3591 valid_0's quantile: 9.17614
[85] valid_0's poisson: -71.4482 valid_0's quantile: 9.15154
[86] valid_0's poisson: -71.5375 valid_0's quantile: 9.12916
[87] valid_0's poisson: -71.6262 valid_0's quantile: 9.10686
[88] valid_0's poisson: -71.7145 valid_0's quantile: 9.08217
[89] valid_0's poisson: -71.8103 valid_0's quantile: 9.05706
[90] valid_0's poisson: -71.8974 valid_0's quantile: 9.03519
[91] valid_0's poisson: -71.9967 valid_0's quantile: 9.00995
[92] valid_0's poisson: -72.0954 valid_0's quantile: 8.98494
[93] valid_0's poisson: -72.1865 valid_0's quantile: 8.96279
[94] valid_0's poisson: -72.2762 valid_0's quantile: 8.94085
[95] valid_0's poisson: -72.3738 valid_0's quantile: 8.9159
[96] valid_0's poisson: -72.4709 valid_0's quantile: 8.89116
[97] valid_0's poisson: -72.5659 valid_0's quantile: 8.86718
[98] valid_0's poisson: -72.6604 valid_0's quantile: 8.84354
[99] valid_0's poisson: -72.7588 valid_0's quantile: 8.81907
[100] valid_0's poisson: -72.8567 valid_0's quantile: 8.79497
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -63.5495 valid_0's quantile: 11.6429
[2] valid_0's poisson: -63.6764 valid_0's quantile: 11.6048
[3] valid_0's poisson: -63.8025 valid_0's quantile: 11.5669
[4] valid_0's poisson: -63.9277 valid_0's quantile: 11.5291
[5] valid_0's poisson: -64.0519 valid_0's quantile: 11.4915
[6] valid_0's poisson: -64.1752 valid_0's quantile: 11.4541
[7] valid_0's poisson: -64.2977 valid_0's quantile: 11.417
[8] valid_0's poisson: -64.4193 valid_0's quantile: 11.3802
[9] valid_0's poisson: -64.54 valid_0's quantile: 11.3434
[10] valid_0's poisson: -64.6599 valid_0's quantile: 11.3069
[11] valid_0's poisson: -64.7673 valid_0's quantile: 11.2723
[12] valid_0's poisson: -64.874 valid_0's quantile: 11.2379
[13] valid_0's poisson: -64.9915 valid_0's quantile: 11.2019
[14] valid_0's poisson: -65.1083 valid_0's quantile: 11.1662
[15] valid_0's poisson: -65.2242 valid_0's quantile: 11.1308
[16] valid_0's poisson: -65.3393 valid_0's quantile: 11.096
[17] valid_0's poisson: -65.4537 valid_0's quantile: 11.0614
[18] valid_0's poisson: -65.5673 valid_0's quantile: 11.0269
[19] valid_0's poisson: -65.6801 valid_0's quantile: 10.9927
[20] valid_0's poisson: -65.7921 valid_0's quantile: 10.9585
[21] valid_0's poisson: -65.9055 valid_0's quantile: 10.9246
[22] valid_0's poisson: -66.0182 valid_0's quantile: 10.8908
[23] valid_0's poisson: -66.1301 valid_0's quantile: 10.8575
[24] valid_0's poisson: -66.2413 valid_0's quantile: 10.8244
[25] valid_0's poisson: -66.3517 valid_0's quantile: 10.7914
[26] valid_0's poisson: -66.4614 valid_0's quantile: 10.7586
[27] valid_0's poisson: -66.5704 valid_0's quantile: 10.7262
[28] valid_0's poisson: -66.6787 valid_0's quantile: 10.694
[29] valid_0's poisson: -66.7744 valid_0's quantile: 10.6638
[30] valid_0's poisson: -66.8814 valid_0's quantile: 10.6323
[31] valid_0's poisson: -66.9884 valid_0's quantile: 10.601
[32] valid_0's poisson: -67.0947 valid_0's quantile: 10.57
[33] valid_0's poisson: -67.1888 valid_0's quantile: 10.5407
[34] valid_0's poisson: -67.2939 valid_0's quantile: 10.51
[35] valid_0's poisson: -67.387 valid_0's quantile: 10.4809
[36] valid_0's poisson: -67.4908 valid_0's quantile: 10.4507
[37] valid_0's poisson: -67.5931 valid_0's quantile: 10.4206
[38] valid_0's poisson: -67.6956 valid_0's quantile: 10.391
[39] valid_0's poisson: -67.7975 valid_0's quantile: 10.3614
[40] valid_0's poisson: -67.8979 valid_0's quantile: 10.332
[41] valid_0's poisson: -67.9986 valid_0's quantile: 10.3028
[42] valid_0's poisson: -68.0977 valid_0's quantile: 10.2742
[43] valid_0's poisson: -68.1971 valid_0's quantile: 10.2458
[44] valid_0's poisson: -68.2951 valid_0's quantile: 10.2176
[45] valid_0's poisson: -68.3933 valid_0's quantile: 10.1897
[46] valid_0's poisson: -68.4909 valid_0's quantile: 10.1622
[47] valid_0's poisson: -68.587 valid_0's quantile: 10.1348
[48] valid_0's poisson: -68.6834 valid_0's quantile: 10.1077
[49] valid_0's poisson: -68.7793 valid_0's quantile: 10.0808
[50] valid_0's poisson: -68.8745 valid_0's quantile: 10.0539
[51] valid_0's poisson: -68.9692 valid_0's quantile: 10.0273
[52] valid_0's poisson: -69.0634 valid_0's quantile: 10.0007
[53] valid_0's poisson: -69.1569 valid_0's quantile: 9.97431
[54] valid_0's poisson: -69.2499 valid_0's quantile: 9.9481
[55] valid_0's poisson: -69.3335 valid_0's quantile: 9.92341
[56] valid_0's poisson: -69.4165 valid_0's quantile: 9.89879
[57] valid_0's poisson: -69.508 valid_0's quantile: 9.87319
[58] valid_0's poisson: -69.5902 valid_0's quantile: 9.84888
[59] valid_0's poisson: -69.672 valid_0's quantile: 9.82482
[60] valid_0's poisson: -69.7619 valid_0's quantile: 9.7998
[61] valid_0's poisson: -69.8426 valid_0's quantile: 9.77607
[62] valid_0's poisson: -69.9219 valid_0's quantile: 9.75247
[63] valid_0's poisson: -70.0017 valid_0's quantile: 9.72902
[64] valid_0's poisson: -70.0907 valid_0's quantile: 9.70204
[65] valid_0's poisson: -70.1791 valid_0's quantile: 9.67514
[66] valid_0's poisson: -70.2718 valid_0's quantile: 9.6476
[67] valid_0's poisson: -70.3639 valid_0's quantile: 9.62033
[68] valid_0's poisson: -70.4597 valid_0's quantile: 9.59267
[69] valid_0's poisson: -70.5549 valid_0's quantile: 9.56512
[70] valid_0's poisson: -70.6394 valid_0's quantile: 9.54164
[71] valid_0's poisson: -70.7209 valid_0's quantile: 9.51638
[72] valid_0's poisson: -70.8106 valid_0's quantile: 9.49004
[73] valid_0's poisson: -70.9009 valid_0's quantile: 9.46362
[74] valid_0's poisson: -70.9906 valid_0's quantile: 9.4374
[75] valid_0's poisson: -71.0817 valid_0's quantile: 9.4139
[76] valid_0's poisson: -71.1865 valid_0's quantile: 9.38658
[77] valid_0's poisson: -71.2917 valid_0's quantile: 9.35934
[78] valid_0's poisson: -71.3963 valid_0's quantile: 9.33261
[79] valid_0's poisson: -71.4963 valid_0's quantile: 9.30656
[80] valid_0's poisson: -71.5958 valid_0's quantile: 9.28062
[81] valid_0's poisson: -71.6989 valid_0's quantile: 9.25422
[82] valid_0's poisson: -71.7973 valid_0's quantile: 9.2286
[83] valid_0's poisson: -71.8994 valid_0's quantile: 9.2024
[84] valid_0's poisson: -72.0009 valid_0's quantile: 9.17638
[85] valid_0's poisson: -72.1018 valid_0's quantile: 9.15054
[86] valid_0's poisson: -72.2021 valid_0's quantile: 9.12493
[87] valid_0's poisson: -72.3019 valid_0's quantile: 9.09951
[88] valid_0's poisson: -72.3976 valid_0's quantile: 9.0745
[89] valid_0's poisson: -72.4964 valid_0's quantile: 9.04927
[90] valid_0's poisson: -72.5947 valid_0's quantile: 9.02422
[91] valid_0's poisson: -72.689 valid_0's quantile: 8.99962
[92] valid_0's poisson: -72.7828 valid_0's quantile: 8.97517
[93] valid_0's poisson: -72.8797 valid_0's quantile: 8.95044
[94] valid_0's poisson: -72.9642 valid_0's quantile: 8.92934
[95] valid_0's poisson: -73.0579 valid_0's quantile: 8.90541
[96] valid_0's poisson: -73.1534 valid_0's quantile: 8.88128
[97] valid_0's poisson: -73.2462 valid_0's quantile: 8.85757
[98] valid_0's poisson: -73.3385 valid_0's quantile: 8.83401
[99] valid_0's poisson: -73.4302 valid_0's quantile: 8.81057
[100] valid_0's poisson: -73.5208 valid_0's quantile: 8.78807
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.2754 valid_0's quantile: 11.6612
[2] valid_0's poisson: -62.3892 valid_0's quantile: 11.6253
[3] valid_0's poisson: -62.5021 valid_0's quantile: 11.5896
[4] valid_0's poisson: -62.6142 valid_0's quantile: 11.5542
[5] valid_0's poisson: -62.7255 valid_0's quantile: 11.5191
[6] valid_0's poisson: -62.836 valid_0's quantile: 11.4841
[7] valid_0's poisson: -62.9457 valid_0's quantile: 11.4494
[8] valid_0's poisson: -63.0545 valid_0's quantile: 11.4149
[9] valid_0's poisson: -63.1626 valid_0's quantile: 11.3805
[10] valid_0's poisson: -63.27 valid_0's quantile: 11.3463
[11] valid_0's poisson: -63.3765 valid_0's quantile: 11.3124
[12] valid_0's poisson: -63.4823 valid_0's quantile: 11.2786
[13] valid_0's poisson: -63.5874 valid_0's quantile: 11.2455
[14] valid_0's poisson: -63.6917 valid_0's quantile: 11.2125
[15] valid_0's poisson: -63.7952 valid_0's quantile: 11.1797
[16] valid_0's poisson: -63.8981 valid_0's quantile: 11.1471
[17] valid_0's poisson: -64.0018 valid_0's quantile: 11.1145
[18] valid_0's poisson: -64.1032 valid_0's quantile: 11.0826
[19] valid_0's poisson: -64.2055 valid_0's quantile: 11.0507
[20] valid_0's poisson: -64.3056 valid_0's quantile: 11.0194
[21] valid_0's poisson: -64.4065 valid_0's quantile: 10.9881
[22] valid_0's poisson: -64.5052 valid_0's quantile: 10.9571
[23] valid_0's poisson: -64.6032 valid_0's quantile: 10.9262
[24] valid_0's poisson: -64.7021 valid_0's quantile: 10.8955
[25] valid_0's poisson: -64.7989 valid_0's quantile: 10.8652
[26] valid_0's poisson: -64.8965 valid_0's quantile: 10.8352
[27] valid_0's poisson: -64.9919 valid_0's quantile: 10.8055
[28] valid_0's poisson: -65.0883 valid_0's quantile: 10.7759
[29] valid_0's poisson: -65.1824 valid_0's quantile: 10.7467
[30] valid_0's poisson: -65.2786 valid_0's quantile: 10.7176
[31] valid_0's poisson: -65.3913 valid_0's quantile: 10.6864
[32] valid_0's poisson: -65.5023 valid_0's quantile: 10.6552
[33] valid_0's poisson: -65.6136 valid_0's quantile: 10.6244
[34] valid_0's poisson: -65.7233 valid_0's quantile: 10.5937
[35] valid_0's poisson: -65.8333 valid_0's quantile: 10.5633
[36] valid_0's poisson: -65.9421 valid_0's quantile: 10.5331
[37] valid_0's poisson: -66.0514 valid_0's quantile: 10.5031
[38] valid_0's poisson: -66.1442 valid_0's quantile: 10.4755
[39] valid_0's poisson: -66.2511 valid_0's quantile: 10.4463
[40] valid_0's poisson: -66.3585 valid_0's quantile: 10.4173
[41] valid_0's poisson: -66.4641 valid_0's quantile: 10.3885
[42] valid_0's poisson: -66.5702 valid_0's quantile: 10.3599
[43] valid_0's poisson: -66.6756 valid_0's quantile: 10.3317
[44] valid_0's poisson: -66.7793 valid_0's quantile: 10.3038
[45] valid_0's poisson: -66.8836 valid_0's quantile: 10.276
[46] valid_0's poisson: -66.986 valid_0's quantile: 10.2483
[47] valid_0's poisson: -67.0876 valid_0's quantile: 10.2208
[48] valid_0's poisson: -67.189 valid_0's quantile: 10.1934
[49] valid_0's poisson: -67.3011 valid_0's quantile: 10.1627
[50] valid_0's poisson: -67.4132 valid_0's quantile: 10.1321
[51] valid_0's poisson: -67.5245 valid_0's quantile: 10.1017
[52] valid_0's poisson: -67.6352 valid_0's quantile: 10.0715
[53] valid_0's poisson: -67.7447 valid_0's quantile: 10.0416
[54] valid_0's poisson: -67.8541 valid_0's quantile: 10.0119
[55] valid_0's poisson: -67.9628 valid_0's quantile: 9.98223
[56] valid_0's poisson: -68.0708 valid_0's quantile: 9.95274
[57] valid_0's poisson: -68.1778 valid_0's quantile: 9.92362
[58] valid_0's poisson: -68.2846 valid_0's quantile: 9.8946
[59] valid_0's poisson: -68.3907 valid_0's quantile: 9.86583
[60] valid_0's poisson: -68.4928 valid_0's quantile: 9.8369
[61] valid_0's poisson: -68.5941 valid_0's quantile: 9.8084
[62] valid_0's poisson: -68.695 valid_0's quantile: 9.78043
[63] valid_0's poisson: -68.7952 valid_0's quantile: 9.75271
[64] valid_0's poisson: -68.8949 valid_0's quantile: 9.72521
[65] valid_0's poisson: -68.9979 valid_0's quantile: 9.69791
[66] valid_0's poisson: -69.0969 valid_0's quantile: 9.67064
[67] valid_0's poisson: -69.1952 valid_0's quantile: 9.64363
[68] valid_0's poisson: -69.2929 valid_0's quantile: 9.61686
[69] valid_0's poisson: -69.3771 valid_0's quantile: 9.59193
[70] valid_0's poisson: -69.4782 valid_0's quantile: 9.5654
[71] valid_0's poisson: -69.5788 valid_0's quantile: 9.53904
[72] valid_0's poisson: -69.6798 valid_0's quantile: 9.51263
[73] valid_0's poisson: -69.7678 valid_0's quantile: 9.48806
[74] valid_0's poisson: -69.8553 valid_0's quantile: 9.4636
[75] valid_0's poisson: -69.9557 valid_0's quantile: 9.43792
[76] valid_0's poisson: -70.052 valid_0's quantile: 9.41235
[77] valid_0's poisson: -70.1515 valid_0's quantile: 9.38699
[78] valid_0's poisson: -70.2358 valid_0's quantile: 9.36374
[79] valid_0's poisson: -70.3161 valid_0's quantile: 9.34045
[80] valid_0's poisson: -70.4135 valid_0's quantile: 9.31508
[81] valid_0's poisson: -70.5124 valid_0's quantile: 9.28961
[82] valid_0's poisson: -70.6108 valid_0's quantile: 9.26428
[83] valid_0's poisson: -70.7126 valid_0's quantile: 9.23896
[84] valid_0's poisson: -70.81 valid_0's quantile: 9.21391
[85] valid_0's poisson: -70.9027 valid_0's quantile: 9.19162
[86] valid_0's poisson: -71.0031 valid_0's quantile: 9.16671
[87] valid_0's poisson: -71.1029 valid_0's quantile: 9.14193
[88] valid_0's poisson: -71.2021 valid_0's quantile: 9.11724
[89] valid_0's poisson: -71.2928 valid_0's quantile: 9.09544
[90] valid_0's poisson: -71.383 valid_0's quantile: 9.07375
[91] valid_0's poisson: -71.4727 valid_0's quantile: 9.05214
[92] valid_0's poisson: -71.5616 valid_0's quantile: 9.03018
[93] valid_0's poisson: -71.65 valid_0's quantile: 9.00831
[94] valid_0's poisson: -71.7328 valid_0's quantile: 8.98718
[95] valid_0's poisson: -71.8151 valid_0's quantile: 8.96614
[96] valid_0's poisson: -71.8849 valid_0's quantile: 8.94696
[97] valid_0's poisson: -71.9812 valid_0's quantile: 8.92334
[98] valid_0's poisson: -72.077 valid_0's quantile: 8.89989
[99] valid_0's poisson: -72.1723 valid_0's quantile: 8.87673
[100] valid_0's poisson: -72.267 valid_0's quantile: 8.85376
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.8181 valid_0's quantile: 11.5066
[2] valid_0's poisson: -63.4772 valid_0's quantile: 11.32
[3] valid_0's poisson: -64.1091 valid_0's quantile: 11.1376
[4] valid_0's poisson: -64.7283 valid_0's quantile: 10.9586
[5] valid_0's poisson: -65.3193 valid_0's quantile: 10.7875
[6] valid_0's poisson: -65.8969 valid_0's quantile: 10.6222
[7] valid_0's poisson: -66.4732 valid_0's quantile: 10.4591
[8] valid_0's poisson: -67.0343 valid_0's quantile: 10.3023
[9] valid_0's poisson: -67.5907 valid_0's quantile: 10.1509
[10] valid_0's poisson: -68.1066 valid_0's quantile: 10.0097
[11] valid_0's poisson: -68.6097 valid_0's quantile: 9.8738
[12] valid_0's poisson: -69.1039 valid_0's quantile: 9.73735
[13] valid_0's poisson: -69.585 valid_0's quantile: 9.60656
[14] valid_0's poisson: -70.0747 valid_0's quantile: 9.47626
[15] valid_0's poisson: -70.538 valid_0's quantile: 9.35088
[16] valid_0's poisson: -71.0105 valid_0's quantile: 9.22321
[17] valid_0's poisson: -71.467 valid_0's quantile: 9.10065
[18] valid_0's poisson: -71.9191 valid_0's quantile: 8.9794
[19] valid_0's poisson: -72.3869 valid_0's quantile: 8.85986
[20] valid_0's poisson: -72.8589 valid_0's quantile: 8.74004
[21] valid_0's poisson: -73.3209 valid_0's quantile: 8.6236
[22] valid_0's poisson: -73.7824 valid_0's quantile: 8.50984
[23] valid_0's poisson: -74.2354 valid_0's quantile: 8.39959
[24] valid_0's poisson: -74.6736 valid_0's quantile: 8.28716
[25] valid_0's poisson: -75.0824 valid_0's quantile: 8.18576
[26] valid_0's poisson: -75.5007 valid_0's quantile: 8.0824
[27] valid_0's poisson: -75.9158 valid_0's quantile: 7.97902
[28] valid_0's poisson: -76.3271 valid_0's quantile: 7.88429
[29] valid_0's poisson: -76.7304 valid_0's quantile: 7.79156
[30] valid_0's poisson: -77.1267 valid_0's quantile: 7.69942
[31] valid_0's poisson: -77.5132 valid_0's quantile: 7.60662
[32] valid_0's poisson: -77.8918 valid_0's quantile: 7.51801
[33] valid_0's poisson: -78.2727 valid_0's quantile: 7.42983
[34] valid_0's poisson: -78.6214 valid_0's quantile: 7.34645
[35] valid_0's poisson: -78.9837 valid_0's quantile: 7.26254
[36] valid_0's poisson: -79.3426 valid_0's quantile: 7.17851
[37] valid_0's poisson: -79.6985 valid_0's quantile: 7.0954
[38] valid_0's poisson: -80.0437 valid_0's quantile: 7.01664
[39] valid_0's poisson: -80.381 valid_0's quantile: 6.9383
[40] valid_0's poisson: -80.7205 valid_0's quantile: 6.86043
[41] valid_0's poisson: -81.0505 valid_0's quantile: 6.78401
[42] valid_0's poisson: -81.3783 valid_0's quantile: 6.71268
[43] valid_0's poisson: -81.7036 valid_0's quantile: 6.64386
[44] valid_0's poisson: -82.0243 valid_0's quantile: 6.57444
[45] valid_0's poisson: -82.3366 valid_0's quantile: 6.5069
[46] valid_0's poisson: -82.6475 valid_0's quantile: 6.43979
[47] valid_0's poisson: -82.9508 valid_0's quantile: 6.37554
[48] valid_0's poisson: -83.2505 valid_0's quantile: 6.31186
[49] valid_0's poisson: -83.5423 valid_0's quantile: 6.24931
[50] valid_0's poisson: -83.8331 valid_0's quantile: 6.18951
[51] valid_0's poisson: -84.1186 valid_0's quantile: 6.1318
[52] valid_0's poisson: -84.3999 valid_0's quantile: 6.07528
[53] valid_0's poisson: -84.6751 valid_0's quantile: 6.0186
[54] valid_0's poisson: -84.9427 valid_0's quantile: 5.96578
[55] valid_0's poisson: -85.2083 valid_0's quantile: 5.91256
[56] valid_0's poisson: -85.4704 valid_0's quantile: 5.86001
[57] valid_0's poisson: -85.7271 valid_0's quantile: 5.80865
[58] valid_0's poisson: -85.9808 valid_0's quantile: 5.75738
[59] valid_0's poisson: -86.2327 valid_0's quantile: 5.70734
[60] valid_0's poisson: -86.4774 valid_0's quantile: 5.65858
[61] valid_0's poisson: -86.738 valid_0's quantile: 5.6102
[62] valid_0's poisson: -86.9967 valid_0's quantile: 5.56116
[63] valid_0's poisson: -87.2528 valid_0's quantile: 5.51366
[64] valid_0's poisson: -87.5022 valid_0's quantile: 5.46706
[65] valid_0's poisson: -87.7425 valid_0's quantile: 5.42223
[66] valid_0's poisson: -87.9823 valid_0's quantile: 5.37816
[67] valid_0's poisson: -88.2199 valid_0's quantile: 5.33606
[68] valid_0's poisson: -88.4466 valid_0's quantile: 5.29501
[69] valid_0's poisson: -88.6766 valid_0's quantile: 5.25319
[70] valid_0's poisson: -88.8958 valid_0's quantile: 5.21411
[71] valid_0's poisson: -89.1178 valid_0's quantile: 5.17404
[72] valid_0's poisson: -89.3374 valid_0's quantile: 5.13391
[73] valid_0's poisson: -89.5506 valid_0's quantile: 5.09583
[74] valid_0's poisson: -89.7621 valid_0's quantile: 5.05764
[75] valid_0's poisson: -89.9561 valid_0's quantile: 5.02171
[76] valid_0's poisson: -90.1594 valid_0's quantile: 4.98484
[77] valid_0's poisson: -90.3632 valid_0's quantile: 4.95013
[78] valid_0's poisson: -90.5614 valid_0's quantile: 4.91652
[79] valid_0's poisson: -90.7603 valid_0's quantile: 4.88038
[80] valid_0's poisson: -90.9544 valid_0's quantile: 4.84551
[81] valid_0's poisson: -91.143 valid_0's quantile: 4.81219
[82] valid_0's poisson: -91.3371 valid_0's quantile: 4.77912
[83] valid_0's poisson: -91.5224 valid_0's quantile: 4.74739
[84] valid_0's poisson: -91.7023 valid_0's quantile: 4.71579
[85] valid_0's poisson: -91.8841 valid_0's quantile: 4.68624
[86] valid_0's poisson: -92.0616 valid_0's quantile: 4.65608
[87] valid_0's poisson: -92.2364 valid_0's quantile: 4.62727
[88] valid_0's poisson: -92.4078 valid_0's quantile: 4.59891
[89] valid_0's poisson: -92.5792 valid_0's quantile: 4.56996
[90] valid_0's poisson: -92.7483 valid_0's quantile: 4.54272
[91] valid_0's poisson: -92.9135 valid_0's quantile: 4.51548
[92] valid_0's poisson: -93.0712 valid_0's quantile: 4.48815
[93] valid_0's poisson: -93.231 valid_0's quantile: 4.46054
[94] valid_0's poisson: -93.3892 valid_0's quantile: 4.43544
[95] valid_0's poisson: -93.5409 valid_0's quantile: 4.40944
[96] valid_0's poisson: -93.7001 valid_0's quantile: 4.38328
[97] valid_0's poisson: -93.856 valid_0's quantile: 4.35723
[98] valid_0's poisson: -94.0108 valid_0's quantile: 4.33263
[99] valid_0's poisson: -94.1595 valid_0's quantile: 4.30735
[100] valid_0's poisson: -94.3087 valid_0's quantile: 4.28261
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.8238 valid_0's quantile: 11.5064
[2] valid_0's poisson: -63.4697 valid_0's quantile: 11.3235
[3] valid_0's poisson: -64.0962 valid_0's quantile: 11.1428
[4] valid_0's poisson: -64.7183 valid_0's quantile: 10.9651
[5] valid_0's poisson: -65.3177 valid_0's quantile: 10.7916
[6] valid_0's poisson: -65.9034 valid_0's quantile: 10.6243
[7] valid_0's poisson: -66.4484 valid_0's quantile: 10.4693
[8] valid_0's poisson: -67.0058 valid_0's quantile: 10.3171
[9] valid_0's poisson: -67.5506 valid_0's quantile: 10.1683
[10] valid_0's poisson: -68.0875 valid_0's quantile: 10.0206
[11] valid_0's poisson: -68.6123 valid_0's quantile: 9.87903
[12] valid_0's poisson: -69.1268 valid_0's quantile: 9.73762
[13] valid_0's poisson: -69.6128 valid_0's quantile: 9.6004
[14] valid_0's poisson: -70.1078 valid_0's quantile: 9.46745
[15] valid_0's poisson: -70.5666 valid_0's quantile: 9.33967
[16] valid_0's poisson: -71.0268 valid_0's quantile: 9.21456
[17] valid_0's poisson: -71.5017 valid_0's quantile: 9.09014
[18] valid_0's poisson: -71.9514 valid_0's quantile: 8.96968
[19] valid_0's poisson: -72.3827 valid_0's quantile: 8.85219
[20] valid_0's poisson: -72.801 valid_0's quantile: 8.7394
[21] valid_0's poisson: -73.2315 valid_0's quantile: 8.62731
[22] valid_0's poisson: -73.6749 valid_0's quantile: 8.51467
[23] valid_0's poisson: -74.1277 valid_0's quantile: 8.40382
[24] valid_0's poisson: -74.5732 valid_0's quantile: 8.29228
[25] valid_0's poisson: -75.0041 valid_0's quantile: 8.18613
[26] valid_0's poisson: -75.4105 valid_0's quantile: 8.08343
[27] valid_0's poisson: -75.8239 valid_0's quantile: 7.9822
[28] valid_0's poisson: -76.2246 valid_0's quantile: 7.88266
[29] valid_0's poisson: -76.6355 valid_0's quantile: 7.78703
[30] valid_0's poisson: -77.0251 valid_0's quantile: 7.69194
[31] valid_0's poisson: -77.4126 valid_0's quantile: 7.60123
[32] valid_0's poisson: -77.7962 valid_0's quantile: 7.51158
[33] valid_0's poisson: -78.1716 valid_0's quantile: 7.421
[34] valid_0's poisson: -78.5438 valid_0's quantile: 7.33176
[35] valid_0's poisson: -78.905 valid_0's quantile: 7.24899
[36] valid_0's poisson: -79.261 valid_0's quantile: 7.16661
[37] valid_0's poisson: -79.6167 valid_0's quantile: 7.08349
[38] valid_0's poisson: -79.9634 valid_0's quantile: 7.00478
[39] valid_0's poisson: -80.3054 valid_0's quantile: 6.92699
[40] valid_0's poisson: -80.6407 valid_0's quantile: 6.85167
[41] valid_0's poisson: -80.981 valid_0's quantile: 6.7754
[42] valid_0's poisson: -81.3104 valid_0's quantile: 6.70161
[43] valid_0's poisson: -81.6405 valid_0's quantile: 6.62757
[44] valid_0's poisson: -81.9619 valid_0's quantile: 6.55891
[45] valid_0's poisson: -82.266 valid_0's quantile: 6.49294
[46] valid_0's poisson: -82.576 valid_0's quantile: 6.42669
[47] valid_0's poisson: -82.8783 valid_0's quantile: 6.36149
[48] valid_0's poisson: -83.1806 valid_0's quantile: 6.29681
[49] valid_0's poisson: -83.4736 valid_0's quantile: 6.23568
[50] valid_0's poisson: -83.7656 valid_0's quantile: 6.1752
[51] valid_0's poisson: -84.0518 valid_0's quantile: 6.11624
[52] valid_0's poisson: -84.3366 valid_0's quantile: 6.05925
[53] valid_0's poisson: -84.6206 valid_0's quantile: 6.00173
[54] valid_0's poisson: -84.8934 valid_0's quantile: 5.94707
[55] valid_0's poisson: -85.1686 valid_0's quantile: 5.89114
[56] valid_0's poisson: -85.439 valid_0's quantile: 5.83722
[57] valid_0's poisson: -85.7223 valid_0's quantile: 5.78316
[58] valid_0's poisson: -85.9982 valid_0's quantile: 5.7313
[59] valid_0's poisson: -86.2693 valid_0's quantile: 5.68042
[60] valid_0's poisson: -86.5222 valid_0's quantile: 5.63172
[61] valid_0's poisson: -86.7704 valid_0's quantile: 5.58547
[62] valid_0's poisson: -87.0304 valid_0's quantile: 5.53712
[63] valid_0's poisson: -87.2838 valid_0's quantile: 5.49101
[64] valid_0's poisson: -87.5336 valid_0's quantile: 5.44498
[65] valid_0's poisson: -87.7784 valid_0's quantile: 5.3991
[66] valid_0's poisson: -88.0179 valid_0's quantile: 5.35535
[67] valid_0's poisson: -88.2415 valid_0's quantile: 5.31401
[68] valid_0's poisson: -88.4793 valid_0's quantile: 5.27175
[69] valid_0's poisson: -88.7127 valid_0's quantile: 5.23089
[70] valid_0's poisson: -88.9421 valid_0's quantile: 5.19022
[71] valid_0's poisson: -89.1652 valid_0's quantile: 5.15185
[72] valid_0's poisson: -89.387 valid_0's quantile: 5.1129
[73] valid_0's poisson: -89.6052 valid_0's quantile: 5.07704
[74] valid_0's poisson: -89.824 valid_0's quantile: 5.04037
[75] valid_0's poisson: -90.0283 valid_0's quantile: 5.00409
[76] valid_0's poisson: -90.2354 valid_0's quantile: 4.96833
[77] valid_0's poisson: -90.4467 valid_0's quantile: 4.93421
[78] valid_0's poisson: -90.6493 valid_0's quantile: 4.9019
[79] valid_0's poisson: -90.8538 valid_0's quantile: 4.86712
[80] valid_0's poisson: -91.0507 valid_0's quantile: 4.83429
[81] valid_0's poisson: -91.2415 valid_0's quantile: 4.80249
[82] valid_0's poisson: -91.4282 valid_0's quantile: 4.77137
[83] valid_0's poisson: -91.6167 valid_0's quantile: 4.74068
[84] valid_0's poisson: -91.7987 valid_0's quantile: 4.71085
[85] valid_0's poisson: -91.9783 valid_0's quantile: 4.68012
[86] valid_0's poisson: -92.1608 valid_0's quantile: 4.65095
[87] valid_0's poisson: -92.3368 valid_0's quantile: 4.62135
[88] valid_0's poisson: -92.5102 valid_0's quantile: 4.59362
[89] valid_0's poisson: -92.6811 valid_0's quantile: 4.5644
[90] valid_0's poisson: -92.8486 valid_0's quantile: 4.53616
[91] valid_0's poisson: -93.0124 valid_0's quantile: 4.50793
[92] valid_0's poisson: -93.1741 valid_0's quantile: 4.48074
[93] valid_0's poisson: -93.3385 valid_0's quantile: 4.45497
[94] valid_0's poisson: -93.4948 valid_0's quantile: 4.42996
[95] valid_0's poisson: -93.6525 valid_0's quantile: 4.40484
[96] valid_0's poisson: -93.803 valid_0's quantile: 4.38045
[97] valid_0's poisson: -93.9575 valid_0's quantile: 4.35531
[98] valid_0's poisson: -94.1095 valid_0's quantile: 4.33037
[99] valid_0's poisson: -94.26 valid_0's quantile: 4.30757
[100] valid_0's poisson: -94.4072 valid_0's quantile: 4.28292
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -63.4289 valid_0's quantile: 11.5023
[2] valid_0's poisson: -64.0639 valid_0's quantile: 11.3177
[3] valid_0's poisson: -64.6948 valid_0's quantile: 11.1388
[4] valid_0's poisson: -65.3052 valid_0's quantile: 10.9648
[5] valid_0's poisson: -65.8986 valid_0's quantile: 10.7945
[6] valid_0's poisson: -66.4675 valid_0's quantile: 10.6304
[7] valid_0's poisson: -67.0211 valid_0's quantile: 10.4724
[8] valid_0's poisson: -67.5648 valid_0's quantile: 10.3175
[9] valid_0's poisson: -68.0953 valid_0's quantile: 10.1701
[10] valid_0's poisson: -68.6217 valid_0's quantile: 10.0214
[11] valid_0's poisson: -69.1299 valid_0's quantile: 9.87812
[12] valid_0's poisson: -69.6317 valid_0's quantile: 9.73725
[13] valid_0's poisson: -70.1183 valid_0's quantile: 9.60163
[14] valid_0's poisson: -70.603 valid_0's quantile: 9.4672
[15] valid_0's poisson: -71.071 valid_0's quantile: 9.3366
[16] valid_0's poisson: -71.5287 valid_0's quantile: 9.21134
[17] valid_0's poisson: -71.979 valid_0's quantile: 9.08945
[18] valid_0's poisson: -72.4324 valid_0's quantile: 8.96753
[19] valid_0's poisson: -72.8619 valid_0's quantile: 8.8499
[20] valid_0's poisson: -73.3199 valid_0's quantile: 8.73012
[21] valid_0's poisson: -73.7465 valid_0's quantile: 8.61516
[22] valid_0's poisson: -74.1993 valid_0's quantile: 8.49945
[23] valid_0's poisson: -74.6359 valid_0's quantile: 8.38618
[24] valid_0's poisson: -75.0757 valid_0's quantile: 8.27712
[25] valid_0's poisson: -75.4915 valid_0's quantile: 8.17257
[26] valid_0's poisson: -75.9058 valid_0's quantile: 8.07096
[27] valid_0's poisson: -76.3038 valid_0's quantile: 7.97052
[28] valid_0's poisson: -76.7159 valid_0's quantile: 7.86868
[29] valid_0's poisson: -77.121 valid_0's quantile: 7.76892
[30] valid_0's poisson: -77.5119 valid_0's quantile: 7.67286
[31] valid_0's poisson: -77.9006 valid_0's quantile: 7.57912
[32] valid_0's poisson: -78.2802 valid_0's quantile: 7.48665
[33] valid_0's poisson: -78.6517 valid_0's quantile: 7.39732
[34] valid_0's poisson: -79.0163 valid_0's quantile: 7.3103
[35] valid_0's poisson: -79.375 valid_0's quantile: 7.22574
[36] valid_0's poisson: -79.7288 valid_0's quantile: 7.14057
[37] valid_0's poisson: -80.0803 valid_0's quantile: 7.058
[38] valid_0's poisson: -80.4259 valid_0's quantile: 6.97729
[39] valid_0's poisson: -80.764 valid_0's quantile: 6.89601
[40] valid_0's poisson: -81.0878 valid_0's quantile: 6.81996
[41] valid_0's poisson: -81.4147 valid_0's quantile: 6.7455
[42] valid_0's poisson: -81.7367 valid_0's quantile: 6.6756
[43] valid_0's poisson: -82.0526 valid_0's quantile: 6.60656
[44] valid_0's poisson: -82.3624 valid_0's quantile: 6.54001
[45] valid_0's poisson: -82.6702 valid_0's quantile: 6.47339
[46] valid_0's poisson: -82.9727 valid_0's quantile: 6.40726
[47] valid_0's poisson: -83.2662 valid_0's quantile: 6.34322
[48] valid_0's poisson: -83.5564 valid_0's quantile: 6.28246
[49] valid_0's poisson: -83.8378 valid_0's quantile: 6.22214
[50] valid_0's poisson: -84.1153 valid_0's quantile: 6.16527
[51] valid_0's poisson: -84.3917 valid_0's quantile: 6.10677
[52] valid_0's poisson: -84.6626 valid_0's quantile: 6.05031
[53] valid_0's poisson: -84.9285 valid_0's quantile: 5.99533
[54] valid_0's poisson: -85.1883 valid_0's quantile: 5.94295
[55] valid_0's poisson: -85.4666 valid_0's quantile: 5.88642
[56] valid_0's poisson: -85.7372 valid_0's quantile: 5.83351
[57] valid_0's poisson: -86.004 valid_0's quantile: 5.78106
[58] valid_0's poisson: -86.2656 valid_0's quantile: 5.72969
[59] valid_0's poisson: -86.5215 valid_0's quantile: 5.68125
[60] valid_0's poisson: -86.7772 valid_0's quantile: 5.63122
[61] valid_0's poisson: -87.0272 valid_0's quantile: 5.58344
[62] valid_0's poisson: -87.2781 valid_0's quantile: 5.53314
[63] valid_0's poisson: -87.5213 valid_0's quantile: 5.48601
[64] valid_0's poisson: -87.7597 valid_0's quantile: 5.43871
[65] valid_0's poisson: -87.9959 valid_0's quantile: 5.39388
[66] valid_0's poisson: -88.2239 valid_0's quantile: 5.35021
[67] valid_0's poisson: -88.4511 valid_0's quantile: 5.30694
[68] valid_0's poisson: -88.6722 valid_0's quantile: 5.26568
[69] valid_0's poisson: -88.8914 valid_0's quantile: 5.22411
[70] valid_0's poisson: -89.1072 valid_0's quantile: 5.18402
[71] valid_0's poisson: -89.3175 valid_0's quantile: 5.14453
[72] valid_0's poisson: -89.5161 valid_0's quantile: 5.1076
[73] valid_0's poisson: -89.724 valid_0's quantile: 5.07206
[74] valid_0's poisson: -89.9339 valid_0's quantile: 5.03435
[75] valid_0's poisson: -90.1393 valid_0's quantile: 4.99613
[76] valid_0's poisson: -90.3404 valid_0's quantile: 4.96277
[77] valid_0's poisson: -90.5385 valid_0's quantile: 4.9279
[78] valid_0's poisson: -90.733 valid_0's quantile: 4.89277
[79] valid_0's poisson: -90.9264 valid_0's quantile: 4.8592
[80] valid_0's poisson: -91.116 valid_0's quantile: 4.82563
[81] valid_0's poisson: -91.3002 valid_0's quantile: 4.79262
[82] valid_0's poisson: -91.4815 valid_0's quantile: 4.76125
[83] valid_0's poisson: -91.6646 valid_0's quantile: 4.72789
[84] valid_0's poisson: -91.846 valid_0's quantile: 4.69704
[85] valid_0's poisson: -92.0198 valid_0's quantile: 4.66677
[86] valid_0's poisson: -92.1977 valid_0's quantile: 4.63655
[87] valid_0's poisson: -92.3697 valid_0's quantile: 4.60855
[88] valid_0's poisson: -92.5342 valid_0's quantile: 4.58126
[89] valid_0's poisson: -92.7026 valid_0's quantile: 4.55348
[90] valid_0's poisson: -92.8698 valid_0's quantile: 4.52575
[91] valid_0's poisson: -93.034 valid_0's quantile: 4.49935
[92] valid_0's poisson: -93.1902 valid_0's quantile: 4.47395
[93] valid_0's poisson: -93.3472 valid_0's quantile: 4.44672
[94] valid_0's poisson: -93.4998 valid_0's quantile: 4.42143
[95] valid_0's poisson: -93.6506 valid_0's quantile: 4.39714
[96] valid_0's poisson: -93.7987 valid_0's quantile: 4.37197
[97] valid_0's poisson: -93.9431 valid_0's quantile: 4.348
[98] valid_0's poisson: -94.0867 valid_0's quantile: 4.32487
[99] valid_0's poisson: -94.2378 valid_0's quantile: 4.30079
[100] valid_0's poisson: -94.3755 valid_0's quantile: 4.27801
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -64.0744 valid_0's quantile: 11.4882
[2] valid_0's poisson: -64.6973 valid_0's quantile: 11.3041
[3] valid_0's poisson: -65.3021 valid_0's quantile: 11.1255
[4] valid_0's poisson: -65.8904 valid_0's quantile: 10.9521
[5] valid_0's poisson: -66.4647 valid_0's quantile: 10.7812
[6] valid_0's poisson: -67.0234 valid_0's quantile: 10.6144
[7] valid_0's poisson: -67.5676 valid_0's quantile: 10.452
[8] valid_0's poisson: -68.0946 valid_0's quantile: 10.2978
[9] valid_0's poisson: -68.6308 valid_0's quantile: 10.1419
[10] valid_0's poisson: -69.1505 valid_0's quantile: 9.98926
[11] valid_0's poisson: -69.654 valid_0's quantile: 9.84556
[12] valid_0's poisson: -70.1347 valid_0's quantile: 9.71067
[13] valid_0's poisson: -70.6171 valid_0's quantile: 9.57756
[14] valid_0's poisson: -71.081 valid_0's quantile: 9.44892
[15] valid_0's poisson: -71.5386 valid_0's quantile: 9.32098
[16] valid_0's poisson: -72.0087 valid_0's quantile: 9.19393
[17] valid_0's poisson: -72.4499 valid_0's quantile: 9.07239
[18] valid_0's poisson: -72.9224 valid_0's quantile: 8.94908
[19] valid_0's poisson: -73.3502 valid_0's quantile: 8.82749
[20] valid_0's poisson: -73.8139 valid_0's quantile: 8.70806
[21] valid_0's poisson: -74.2711 valid_0's quantile: 8.58957
[22] valid_0's poisson: -74.7113 valid_0's quantile: 8.47841
[23] valid_0's poisson: -75.1427 valid_0's quantile: 8.37086
[24] valid_0's poisson: -75.5674 valid_0's quantile: 8.264
[25] valid_0's poisson: -75.983 valid_0's quantile: 8.16033
[26] valid_0's poisson: -76.3897 valid_0's quantile: 8.05817
[27] valid_0's poisson: -76.7906 valid_0's quantile: 7.95815
[28] valid_0's poisson: -77.1849 valid_0's quantile: 7.86174
[29] valid_0's poisson: -77.5752 valid_0's quantile: 7.768
[30] valid_0's poisson: -77.9644 valid_0's quantile: 7.67238
[31] valid_0's poisson: -78.3413 valid_0's quantile: 7.58074
[32] valid_0's poisson: -78.7061 valid_0's quantile: 7.49158
[33] valid_0's poisson: -79.0648 valid_0's quantile: 7.40178
[34] valid_0's poisson: -79.4222 valid_0's quantile: 7.31492
[35] valid_0's poisson: -79.772 valid_0's quantile: 7.22899
[36] valid_0's poisson: -80.1138 valid_0's quantile: 7.14203
[37] valid_0's poisson: -80.4458 valid_0's quantile: 7.05967
[38] valid_0's poisson: -80.7808 valid_0's quantile: 6.9799
[39] valid_0's poisson: -81.1118 valid_0's quantile: 6.90034
[40] valid_0's poisson: -81.4371 valid_0's quantile: 6.8245
[41] valid_0's poisson: -81.7542 valid_0's quantile: 6.74858
[42] valid_0's poisson: -82.0642 valid_0's quantile: 6.6751
[43] valid_0's poisson: -82.3783 valid_0's quantile: 6.60365
[44] valid_0's poisson: -82.6825 valid_0's quantile: 6.5341
[45] valid_0's poisson: -82.9817 valid_0's quantile: 6.46774
[46] valid_0's poisson: -83.2747 valid_0's quantile: 6.40245
[47] valid_0's poisson: -83.563 valid_0's quantile: 6.33811
[48] valid_0's poisson: -83.8417 valid_0's quantile: 6.27771
[49] valid_0's poisson: -84.1161 valid_0's quantile: 6.21755
[50] valid_0's poisson: -84.3894 valid_0's quantile: 6.16032
[51] valid_0's poisson: -84.6535 valid_0's quantile: 6.10247
[52] valid_0's poisson: -84.9131 valid_0's quantile: 6.0467
[53] valid_0's poisson: -85.1651 valid_0's quantile: 5.99615
[54] valid_0's poisson: -85.4185 valid_0's quantile: 5.94397
[55] valid_0's poisson: -85.6862 valid_0's quantile: 5.89176
[56] valid_0's poisson: -85.9472 valid_0's quantile: 5.83956
[57] valid_0's poisson: -86.2049 valid_0's quantile: 5.78831
[58] valid_0's poisson: -86.4598 valid_0's quantile: 5.73784
[59] valid_0's poisson: -86.7155 valid_0's quantile: 5.68805
[60] valid_0's poisson: -86.9628 valid_0's quantile: 5.64155
[61] valid_0's poisson: -87.205 valid_0's quantile: 5.59395
[62] valid_0's poisson: -87.4467 valid_0's quantile: 5.54951
[63] valid_0's poisson: -87.6827 valid_0's quantile: 5.50523
[64] valid_0's poisson: -87.9131 valid_0's quantile: 5.46231
[65] valid_0's poisson: -88.1433 valid_0's quantile: 5.42009
[66] valid_0's poisson: -88.3743 valid_0's quantile: 5.37607
[67] valid_0's poisson: -88.5984 valid_0's quantile: 5.33499
[68] valid_0's poisson: -88.8205 valid_0's quantile: 5.29334
[69] valid_0's poisson: -89.0439 valid_0's quantile: 5.25188
[70] valid_0's poisson: -89.2634 valid_0's quantile: 5.21181
[71] valid_0's poisson: -89.4766 valid_0's quantile: 5.172
[72] valid_0's poisson: -89.6885 valid_0's quantile: 5.13069
[73] valid_0's poisson: -89.8985 valid_0's quantile: 5.09167
[74] valid_0's poisson: -90.1031 valid_0's quantile: 5.05543
[75] valid_0's poisson: -90.3037 valid_0's quantile: 5.01934
[76] valid_0's poisson: -90.5036 valid_0's quantile: 4.9841
[77] valid_0's poisson: -90.7022 valid_0's quantile: 4.94972
[78] valid_0's poisson: -90.8936 valid_0's quantile: 4.9156
[79] valid_0's poisson: -91.0792 valid_0's quantile: 4.88335
[80] valid_0's poisson: -91.2648 valid_0's quantile: 4.85108
[81] valid_0's poisson: -91.4466 valid_0's quantile: 4.81922
[82] valid_0's poisson: -91.6259 valid_0's quantile: 4.78924
[83] valid_0's poisson: -91.803 valid_0's quantile: 4.75951
[84] valid_0's poisson: -91.9782 valid_0's quantile: 4.73052
[85] valid_0's poisson: -92.1504 valid_0's quantile: 4.6989
[86] valid_0's poisson: -92.3183 valid_0's quantile: 4.67287
[87] valid_0's poisson: -92.4859 valid_0's quantile: 4.64589
[88] valid_0's poisson: -92.6556 valid_0's quantile: 4.61848
[89] valid_0's poisson: -92.8129 valid_0's quantile: 4.59201
[90] valid_0's poisson: -92.9708 valid_0's quantile: 4.56578
[91] valid_0's poisson: -93.1256 valid_0's quantile: 4.53947
[92] valid_0's poisson: -93.2774 valid_0's quantile: 4.51349
[93] valid_0's poisson: -93.4272 valid_0's quantile: 4.48836
[94] valid_0's poisson: -93.5762 valid_0's quantile: 4.46352
[95] valid_0's poisson: -93.7259 valid_0's quantile: 4.43741
[96] valid_0's poisson: -93.8763 valid_0's quantile: 4.41312
[97] valid_0's poisson: -94.0257 valid_0's quantile: 4.38613
[98] valid_0's poisson: -94.1715 valid_0's quantile: 4.3609
[99] valid_0's poisson: -94.3179 valid_0's quantile: 4.33545
[100] valid_0's poisson: -94.4662 valid_0's quantile: 4.31131
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.8061 valid_0's quantile: 11.5107
[2] valid_0's poisson: -63.4392 valid_0's quantile: 11.327
[3] valid_0's poisson: -64.0538 valid_0's quantile: 11.1483
[4] valid_0's poisson: -64.66 valid_0's quantile: 10.9718
[5] valid_0's poisson: -65.2484 valid_0's quantile: 10.8034
[6] valid_0's poisson: -65.8234 valid_0's quantile: 10.6376
[7] valid_0's poisson: -66.3894 valid_0's quantile: 10.4801
[8] valid_0's poisson: -66.941 valid_0's quantile: 10.3225
[9] valid_0's poisson: -67.474 valid_0's quantile: 10.173
[10] valid_0's poisson: -67.998 valid_0's quantile: 10.0304
[11] valid_0's poisson: -68.5041 valid_0's quantile: 9.89047
[12] valid_0's poisson: -69.0073 valid_0's quantile: 9.75459
[13] valid_0's poisson: -69.4803 valid_0's quantile: 9.62527
[14] valid_0's poisson: -69.9722 valid_0's quantile: 9.49276
[15] valid_0's poisson: -70.4542 valid_0's quantile: 9.36262
[16] valid_0's poisson: -70.9277 valid_0's quantile: 9.23786
[17] valid_0's poisson: -71.3925 valid_0's quantile: 9.11487
[18] valid_0's poisson: -71.8736 valid_0's quantile: 8.9907
[19] valid_0's poisson: -72.2836 valid_0's quantile: 8.87619
[20] valid_0's poisson: -72.7421 valid_0's quantile: 8.76264
[21] valid_0's poisson: -73.195 valid_0's quantile: 8.65114
[22] valid_0's poisson: -73.5965 valid_0's quantile: 8.54534
[23] valid_0's poisson: -74.035 valid_0's quantile: 8.43847
[24] valid_0's poisson: -74.4658 valid_0's quantile: 8.33373
[25] valid_0's poisson: -74.8903 valid_0's quantile: 8.2271
[26] valid_0's poisson: -75.3082 valid_0's quantile: 8.1223
[27] valid_0's poisson: -75.7203 valid_0's quantile: 8.02127
[28] valid_0's poisson: -76.1226 valid_0's quantile: 7.92477
[29] valid_0's poisson: -76.5177 valid_0's quantile: 7.82725
[30] valid_0's poisson: -76.9079 valid_0's quantile: 7.73123
[31] valid_0's poisson: -77.2887 valid_0's quantile: 7.6382
[32] valid_0's poisson: -77.684 valid_0's quantile: 7.54463
[33] valid_0's poisson: -78.072 valid_0's quantile: 7.45344
[34] valid_0's poisson: -78.4468 valid_0's quantile: 7.36442
[35] valid_0's poisson: -78.8224 valid_0's quantile: 7.27804
[36] valid_0's poisson: -79.163 valid_0's quantile: 7.19884
[37] valid_0's poisson: -79.5263 valid_0's quantile: 7.11742
[38] valid_0's poisson: -79.8828 valid_0's quantile: 7.03774
[39] valid_0's poisson: -80.231 valid_0's quantile: 6.95944
[40] valid_0's poisson: -80.5747 valid_0's quantile: 6.88379
[41] valid_0's poisson: -80.9149 valid_0's quantile: 6.81011
[42] valid_0's poisson: -81.2464 valid_0's quantile: 6.73947
[43] valid_0's poisson: -81.5675 valid_0's quantile: 6.67243
[44] valid_0's poisson: -81.887 valid_0's quantile: 6.60681
[45] valid_0's poisson: -82.2009 valid_0's quantile: 6.5415
[46] valid_0's poisson: -82.51 valid_0's quantile: 6.47459
[47] valid_0's poisson: -82.7981 valid_0's quantile: 6.41244
[48] valid_0's poisson: -83.092 valid_0's quantile: 6.35273
[49] valid_0's poisson: -83.384 valid_0's quantile: 6.28985
[50] valid_0's poisson: -83.6742 valid_0's quantile: 6.23161
[51] valid_0's poisson: -83.9605 valid_0's quantile: 6.17416
[52] valid_0's poisson: -84.2405 valid_0's quantile: 6.11759
[53] valid_0's poisson: -84.5155 valid_0's quantile: 6.06272
[54] valid_0's poisson: -84.7828 valid_0's quantile: 6.01014
[55] valid_0's poisson: -85.0493 valid_0's quantile: 5.95627
[56] valid_0's poisson: -85.3119 valid_0's quantile: 5.9045
[57] valid_0's poisson: -85.5695 valid_0's quantile: 5.85409
[58] valid_0's poisson: -85.8231 valid_0's quantile: 5.80491
[59] valid_0's poisson: -86.0753 valid_0's quantile: 5.75744
[60] valid_0's poisson: -86.3139 valid_0's quantile: 5.71157
[61] valid_0's poisson: -86.5607 valid_0's quantile: 5.66277
[62] valid_0's poisson: -86.8012 valid_0's quantile: 5.61547
[63] valid_0's poisson: -87.0589 valid_0's quantile: 5.56661
[64] valid_0's poisson: -87.3121 valid_0's quantile: 5.51931
[65] valid_0's poisson: -87.5576 valid_0's quantile: 5.47382
[66] valid_0's poisson: -87.8028 valid_0's quantile: 5.42846
[67] valid_0's poisson: -88.0437 valid_0's quantile: 5.38478
[68] valid_0's poisson: -88.282 valid_0's quantile: 5.34072
[69] valid_0's poisson: -88.5171 valid_0's quantile: 5.29808
[70] valid_0's poisson: -88.7468 valid_0's quantile: 5.25616
[71] valid_0's poisson: -88.9754 valid_0's quantile: 5.21691
[72] valid_0's poisson: -89.1985 valid_0's quantile: 5.17641
[73] valid_0's poisson: -89.4156 valid_0's quantile: 5.13757
[74] valid_0's poisson: -89.6294 valid_0's quantile: 5.09867
[75] valid_0's poisson: -89.8404 valid_0's quantile: 5.06027
[76] valid_0's poisson: -90.0534 valid_0's quantile: 5.02338
[77] valid_0's poisson: -90.262 valid_0's quantile: 4.98759
[78] valid_0's poisson: -90.4684 valid_0's quantile: 4.95263
[79] valid_0's poisson: -90.6693 valid_0's quantile: 4.91798
[80] valid_0's poisson: -90.8695 valid_0's quantile: 4.88476
[81] valid_0's poisson: -91.0653 valid_0's quantile: 4.85214
[82] valid_0's poisson: -91.2598 valid_0's quantile: 4.817
[83] valid_0's poisson: -91.4505 valid_0's quantile: 4.78281
[84] valid_0's poisson: -91.6328 valid_0's quantile: 4.75221
[85] valid_0's poisson: -91.8096 valid_0's quantile: 4.72303
[86] valid_0's poisson: -91.9834 valid_0's quantile: 4.6941
[87] valid_0's poisson: -92.1578 valid_0's quantile: 4.66543
[88] valid_0's poisson: -92.333 valid_0's quantile: 4.63683
[89] valid_0's poisson: -92.5055 valid_0's quantile: 4.60864
[90] valid_0's poisson: -92.6758 valid_0's quantile: 4.58081
[91] valid_0's poisson: -92.845 valid_0's quantile: 4.55239
[92] valid_0's poisson: -93.0118 valid_0's quantile: 4.5244
[93] valid_0's poisson: -93.1765 valid_0's quantile: 4.49669
[94] valid_0's poisson: -93.3389 valid_0's quantile: 4.4701
[95] valid_0's poisson: -93.4975 valid_0's quantile: 4.44435
[96] valid_0's poisson: -93.6554 valid_0's quantile: 4.41865
[97] valid_0's poisson: -93.8077 valid_0's quantile: 4.3926
[98] valid_0's poisson: -93.9587 valid_0's quantile: 4.36828
[99] valid_0's poisson: -94.1033 valid_0's quantile: 4.34405
[100] valid_0's poisson: -94.2506 valid_0's quantile: 4.32004
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -70.949 valid_0's quantile: 9.25071
[2] valid_0's poisson: -77.6655 valid_0's quantile: 7.51249
[3] valid_0's poisson: -83.3201 valid_0's quantile: 6.30734
[4] valid_0's poisson: -87.2819 valid_0's quantile: 5.53613
[5] valid_0's poisson: -90.8168 valid_0's quantile: 4.96504
[6] valid_0's poisson: -93.5086 valid_0's quantile: 4.512
[7] valid_0's poisson: -95.6194 valid_0's quantile: 4.20011
[8] valid_0's poisson: -97.3179 valid_0's quantile: 3.95178
[9] valid_0's poisson: -98.5565 valid_0's quantile: 3.77798
[10] valid_0's poisson: -99.6177 valid_0's quantile: 3.64957
[11] valid_0's poisson: -100.35 valid_0's quantile: 3.55373
[12] valid_0's poisson: -100.957 valid_0's quantile: 3.47657
[13] valid_0's poisson: -101.447 valid_0's quantile: 3.4186
[14] valid_0's poisson: -101.793 valid_0's quantile: 3.37455
[15] valid_0's poisson: -102.173 valid_0's quantile: 3.30647
[16] valid_0's poisson: -102.376 valid_0's quantile: 3.28042
[17] valid_0's poisson: -102.649 valid_0's quantile: 3.25099
[18] valid_0's poisson: -102.799 valid_0's quantile: 3.21084
[19] valid_0's poisson: -102.997 valid_0's quantile: 3.18787
[20] valid_0's poisson: -103.093 valid_0's quantile: 3.17805
[21] valid_0's poisson: -103.19 valid_0's quantile: 3.17121
[22] valid_0's poisson: -103.285 valid_0's quantile: 3.16304
[23] valid_0's poisson: -103.346 valid_0's quantile: 3.15023
[24] valid_0's poisson: -103.418 valid_0's quantile: 3.14222
[25] valid_0's poisson: -103.469 valid_0's quantile: 3.13617
[26] valid_0's poisson: -103.543 valid_0's quantile: 3.12667
[27] valid_0's poisson: -103.594 valid_0's quantile: 3.11889
[28] valid_0's poisson: -103.632 valid_0's quantile: 3.11329
[29] valid_0's poisson: -103.661 valid_0's quantile: 3.10951
[30] valid_0's poisson: -103.665 valid_0's quantile: 3.10448
[31] valid_0's poisson: -103.68 valid_0's quantile: 3.0956
[32] valid_0's poisson: -103.791 valid_0's quantile: 3.08063
[33] valid_0's poisson: -103.864 valid_0's quantile: 3.06958
[34] valid_0's poisson: -103.928 valid_0's quantile: 3.05039
[35] valid_0's poisson: -104.018 valid_0's quantile: 3.03683
[36] valid_0's poisson: -104.034 valid_0's quantile: 3.03383
[37] valid_0's poisson: -104.099 valid_0's quantile: 3.02596
[38] valid_0's poisson: -104.121 valid_0's quantile: 3.02392
[39] valid_0's poisson: -104.119 valid_0's quantile: 3.02267
[40] valid_0's poisson: -104.131 valid_0's quantile: 3.01529
[41] valid_0's poisson: -104.238 valid_0's quantile: 2.97607
[42] valid_0's poisson: -104.287 valid_0's quantile: 2.97283
[43] valid_0's poisson: -104.323 valid_0's quantile: 2.9673
[44] valid_0's poisson: -104.319 valid_0's quantile: 2.96871
[45] valid_0's poisson: -104.396 valid_0's quantile: 2.95871
[46] valid_0's poisson: -104.407 valid_0's quantile: 2.95506
[47] valid_0's poisson: -104.377 valid_0's quantile: 2.95176
[48] valid_0's poisson: -104.39 valid_0's quantile: 2.92031
[49] valid_0's poisson: -104.406 valid_0's quantile: 2.92012
[50] valid_0's poisson: -104.405 valid_0's quantile: 2.921
[51] valid_0's poisson: -104.439 valid_0's quantile: 2.91812
[52] valid_0's poisson: -104.472 valid_0's quantile: 2.91612
[53] valid_0's poisson: -104.474 valid_0's quantile: 2.91592
[54] valid_0's poisson: -104.477 valid_0's quantile: 2.91554
[55] valid_0's poisson: -104.489 valid_0's quantile: 2.91487
[56] valid_0's poisson: -104.5 valid_0's quantile: 2.91395
[57] valid_0's poisson: -104.504 valid_0's quantile: 2.91363
[58] valid_0's poisson: -104.519 valid_0's quantile: 2.91244
[59] valid_0's poisson: -104.525 valid_0's quantile: 2.90759
[60] valid_0's poisson: -104.577 valid_0's quantile: 2.90365
[61] valid_0's poisson: -104.582 valid_0's quantile: 2.90278
[62] valid_0's poisson: -104.595 valid_0's quantile: 2.88084
[63] valid_0's poisson: -104.599 valid_0's quantile: 2.88031
[64] valid_0's poisson: -104.605 valid_0's quantile: 2.87916
[65] valid_0's poisson: -104.604 valid_0's quantile: 2.88005
[66] valid_0's poisson: -104.637 valid_0's quantile: 2.87554
[67] valid_0's poisson: -104.647 valid_0's quantile: 2.87464
[68] valid_0's poisson: -104.648 valid_0's quantile: 2.87386
[69] valid_0's poisson: -104.655 valid_0's quantile: 2.87305
[70] valid_0's poisson: -104.67 valid_0's quantile: 2.87296
[71] valid_0's poisson: -104.679 valid_0's quantile: 2.87163
[72] valid_0's poisson: -104.685 valid_0's quantile: 2.87063
[73] valid_0's poisson: -104.682 valid_0's quantile: 2.86797
[74] valid_0's poisson: -104.699 valid_0's quantile: 2.86756
[75] valid_0's poisson: -104.701 valid_0's quantile: 2.86659
[76] valid_0's poisson: -104.719 valid_0's quantile: 2.86457
[77] valid_0's poisson: -104.729 valid_0's quantile: 2.86451
[78] valid_0's poisson: -104.748 valid_0's quantile: 2.86255
[79] valid_0's poisson: -104.751 valid_0's quantile: 2.86255
[80] valid_0's poisson: -104.756 valid_0's quantile: 2.86282
[81] valid_0's poisson: -104.761 valid_0's quantile: 2.86198
[82] valid_0's poisson: -104.755 valid_0's quantile: 2.86226
[83] valid_0's poisson: -104.776 valid_0's quantile: 2.84309
[84] valid_0's poisson: -104.768 valid_0's quantile: 2.84514
[85] valid_0's poisson: -104.769 valid_0's quantile: 2.84422
[86] valid_0's poisson: -104.775 valid_0's quantile: 2.84388
[87] valid_0's poisson: -104.785 valid_0's quantile: 2.84256
[88] valid_0's poisson: -104.788 valid_0's quantile: 2.84303
[89] valid_0's poisson: -104.778 valid_0's quantile: 2.84333
[90] valid_0's poisson: -104.778 valid_0's quantile: 2.84359
[91] valid_0's poisson: -104.802 valid_0's quantile: 2.84195
[92] valid_0's poisson: -104.829 valid_0's quantile: 2.83915
[93] valid_0's poisson: -104.858 valid_0's quantile: 2.83841
[94] valid_0's poisson: -104.867 valid_0's quantile: 2.8386
[95] valid_0's poisson: -104.876 valid_0's quantile: 2.83715
[96] valid_0's poisson: -104.877 valid_0's quantile: 2.83585
[97] valid_0's poisson: -104.88 valid_0's quantile: 2.83586
[98] valid_0's poisson: -104.875 valid_0's quantile: 2.83591
[99] valid_0's poisson: -104.879 valid_0's quantile: 2.83465
[100] valid_0's poisson: -104.884 valid_0's quantile: 2.83558
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -71.1886 valid_0's quantile: 9.21743
[2] valid_0's poisson: -77.2817 valid_0's quantile: 7.61937
[3] valid_0's poisson: -82.8176 valid_0's quantile: 6.41143
[4] valid_0's poisson: -87.081 valid_0's quantile: 5.61004
[5] valid_0's poisson: -90.4444 valid_0's quantile: 5.05069
[6] valid_0's poisson: -93.0539 valid_0's quantile: 4.60431
[7] valid_0's poisson: -95.1547 valid_0's quantile: 4.27903
[8] valid_0's poisson: -96.92 valid_0's quantile: 4.03841
[9] valid_0's poisson: -98.1904 valid_0's quantile: 3.84829
[10] valid_0's poisson: -99.301 valid_0's quantile: 3.70583
[11] valid_0's poisson: -100.262 valid_0's quantile: 3.59265
[12] valid_0's poisson: -100.893 valid_0's quantile: 3.50396
[13] valid_0's poisson: -101.44 valid_0's quantile: 3.44612
[14] valid_0's poisson: -101.877 valid_0's quantile: 3.39892
[15] valid_0's poisson: -102.158 valid_0's quantile: 3.35451
[16] valid_0's poisson: -102.432 valid_0's quantile: 3.3265
[17] valid_0's poisson: -102.689 valid_0's quantile: 3.29931
[18] valid_0's poisson: -102.851 valid_0's quantile: 3.28321
[19] valid_0's poisson: -102.969 valid_0's quantile: 3.27049
[20] valid_0's poisson: -103.081 valid_0's quantile: 3.24379
[21] valid_0's poisson: -103.165 valid_0's quantile: 3.22878
[22] valid_0's poisson: -103.227 valid_0's quantile: 3.2228
[23] valid_0's poisson: -103.331 valid_0's quantile: 3.2128
[24] valid_0's poisson: -103.392 valid_0's quantile: 3.2061
[25] valid_0's poisson: -103.436 valid_0's quantile: 3.19839
[26] valid_0's poisson: -103.462 valid_0's quantile: 3.18963
[27] valid_0's poisson: -103.483 valid_0's quantile: 3.18602
[28] valid_0's poisson: -103.526 valid_0's quantile: 3.17668
[29] valid_0's poisson: -103.556 valid_0's quantile: 3.17498
[30] valid_0's poisson: -103.578 valid_0's quantile: 3.17026
[31] valid_0's poisson: -103.609 valid_0's quantile: 3.16693
[32] valid_0's poisson: -103.614 valid_0's quantile: 3.16463
[33] valid_0's poisson: -103.621 valid_0's quantile: 3.16347
[34] valid_0's poisson: -103.683 valid_0's quantile: 3.14161
[35] valid_0's poisson: -103.731 valid_0's quantile: 3.13343
[36] valid_0's poisson: -103.756 valid_0's quantile: 3.13096
[37] valid_0's poisson: -103.785 valid_0's quantile: 3.12281
[38] valid_0's poisson: -103.771 valid_0's quantile: 3.1193
[39] valid_0's poisson: -103.812 valid_0's quantile: 3.11061
[40] valid_0's poisson: -103.821 valid_0's quantile: 3.10355
[41] valid_0's poisson: -103.827 valid_0's quantile: 3.10071
[42] valid_0's poisson: -103.846 valid_0's quantile: 3.09817
[43] valid_0's poisson: -103.877 valid_0's quantile: 3.09716
[44] valid_0's poisson: -103.888 valid_0's quantile: 3.09529
[45] valid_0's poisson: -103.894 valid_0's quantile: 3.09494
[46] valid_0's poisson: -103.905 valid_0's quantile: 3.09393
[47] valid_0's poisson: -103.918 valid_0's quantile: 3.09378
[48] valid_0's poisson: -103.942 valid_0's quantile: 3.0927
[49] valid_0's poisson: -103.942 valid_0's quantile: 3.0921
[50] valid_0's poisson: -103.947 valid_0's quantile: 3.08994
[51] valid_0's poisson: -103.929 valid_0's quantile: 3.0897
[52] valid_0's poisson: -103.955 valid_0's quantile: 3.05817
[53] valid_0's poisson: -103.997 valid_0's quantile: 3.05679
[54] valid_0's poisson: -104.021 valid_0's quantile: 3.04035
[55] valid_0's poisson: -103.985 valid_0's quantile: 3.0364
[56] valid_0's poisson: -103.999 valid_0's quantile: 3.03022
[57] valid_0's poisson: -103.967 valid_0's quantile: 3.02864
[58] valid_0's poisson: -103.995 valid_0's quantile: 3.02102
[59] valid_0's poisson: -104.051 valid_0's quantile: 3.01446
[60] valid_0's poisson: -104.067 valid_0's quantile: 3.01065
[61] valid_0's poisson: -104.089 valid_0's quantile: 3.00872
[62] valid_0's poisson: -104.092 valid_0's quantile: 3.00785
[63] valid_0's poisson: -104.108 valid_0's quantile: 3.00561
[64] valid_0's poisson: -104.112 valid_0's quantile: 3.00598
[65] valid_0's poisson: -104.116 valid_0's quantile: 3.00495
[66] valid_0's poisson: -104.126 valid_0's quantile: 3.00456
[67] valid_0's poisson: -104.127 valid_0's quantile: 3.00402
[68] valid_0's poisson: -104.137 valid_0's quantile: 3.00236
[69] valid_0's poisson: -104.145 valid_0's quantile: 3.00152
[70] valid_0's poisson: -104.163 valid_0's quantile: 3.00082
[71] valid_0's poisson: -104.162 valid_0's quantile: 3.00079
[72] valid_0's poisson: -104.25 valid_0's quantile: 2.97737
[73] valid_0's poisson: -104.296 valid_0's quantile: 2.96884
[74] valid_0's poisson: -104.317 valid_0's quantile: 2.96724
[75] valid_0's poisson: -104.356 valid_0's quantile: 2.96321
[76] valid_0's poisson: -104.359 valid_0's quantile: 2.96257
[77] valid_0's poisson: -104.367 valid_0's quantile: 2.96204
[78] valid_0's poisson: -104.388 valid_0's quantile: 2.95964
[79] valid_0's poisson: -104.391 valid_0's quantile: 2.93118
[80] valid_0's poisson: -104.358 valid_0's quantile: 2.91898
[81] valid_0's poisson: -104.373 valid_0's quantile: 2.91618
[82] valid_0's poisson: -104.362 valid_0's quantile: 2.91649
[83] valid_0's poisson: -104.353 valid_0's quantile: 2.91776
[84] valid_0's poisson: -104.344 valid_0's quantile: 2.92072
[85] valid_0's poisson: -104.355 valid_0's quantile: 2.92307
[86] valid_0's poisson: -104.363 valid_0's quantile: 2.92166
[87] valid_0's poisson: -104.396 valid_0's quantile: 2.91635
[88] valid_0's poisson: -104.455 valid_0's quantile: 2.91252
[89] valid_0's poisson: -104.472 valid_0's quantile: 2.91188
[90] valid_0's poisson: -104.493 valid_0's quantile: 2.90193
[91] valid_0's poisson: -104.493 valid_0's quantile: 2.9028
[92] valid_0's poisson: -104.527 valid_0's quantile: 2.90034
[93] valid_0's poisson: -104.539 valid_0's quantile: 2.8953
[94] valid_0's poisson: -104.556 valid_0's quantile: 2.89434
[95] valid_0's poisson: -104.563 valid_0's quantile: 2.89374
[96] valid_0's poisson: -104.566 valid_0's quantile: 2.89377
[97] valid_0's poisson: -104.598 valid_0's quantile: 2.88196
[98] valid_0's poisson: -104.602 valid_0's quantile: 2.88162
[99] valid_0's poisson: -104.606 valid_0's quantile: 2.88203
[100] valid_0's poisson: -104.621 valid_0's quantile: 2.8811
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -71.3767 valid_0's quantile: 9.20761
[2] valid_0's poisson: -77.4779 valid_0's quantile: 7.62027
[3] valid_0's poisson: -83.1905 valid_0's quantile: 6.36047
[4] valid_0's poisson: -87.5084 valid_0's quantile: 5.55812
[5] valid_0's poisson: -90.7985 valid_0's quantile: 4.97796
[6] valid_0's poisson: -93.3745 valid_0's quantile: 4.54223
[7] valid_0's poisson: -95.4439 valid_0's quantile: 4.22451
[8] valid_0's poisson: -97.0867 valid_0's quantile: 4.00405
[9] valid_0's poisson: -98.474 valid_0's quantile: 3.83157
[10] valid_0's poisson: -99.5231 valid_0's quantile: 3.68514
[11] valid_0's poisson: -100.46 valid_0's quantile: 3.57505
[12] valid_0's poisson: -101.169 valid_0's quantile: 3.4896
[13] valid_0's poisson: -101.679 valid_0's quantile: 3.41896
[14] valid_0's poisson: -102.089 valid_0's quantile: 3.37072
[15] valid_0's poisson: -102.377 valid_0's quantile: 3.31569
[16] valid_0's poisson: -102.605 valid_0's quantile: 3.28949
[17] valid_0's poisson: -102.782 valid_0's quantile: 3.25486
[18] valid_0's poisson: -102.964 valid_0's quantile: 3.2331
[19] valid_0's poisson: -103.134 valid_0's quantile: 3.17761
[20] valid_0's poisson: -103.274 valid_0's quantile: 3.1636
[21] valid_0's poisson: -103.4 valid_0's quantile: 3.14866
[22] valid_0's poisson: -103.509 valid_0's quantile: 3.12761
[23] valid_0's poisson: -103.648 valid_0's quantile: 3.09939
[24] valid_0's poisson: -103.734 valid_0's quantile: 3.07808
[25] valid_0's poisson: -103.776 valid_0's quantile: 3.07062
[26] valid_0's poisson: -103.828 valid_0's quantile: 3.06502
[27] valid_0's poisson: -103.882 valid_0's quantile: 3.05958
[28] valid_0's poisson: -103.947 valid_0's quantile: 3.04779
[29] valid_0's poisson: -103.964 valid_0's quantile: 3.0461
[30] valid_0's poisson: -103.991 valid_0's quantile: 3.04182
[31] valid_0's poisson: -103.994 valid_0's quantile: 3.03652
[32] valid_0's poisson: -103.984 valid_0's quantile: 3.02967
[33] valid_0's poisson: -104.02 valid_0's quantile: 3.02195
[34] valid_0's poisson: -104.093 valid_0's quantile: 3.00358
[35] valid_0's poisson: -104.078 valid_0's quantile: 2.99943
[36] valid_0's poisson: -104.041 valid_0's quantile: 2.99825
[37] valid_0's poisson: -104.085 valid_0's quantile: 2.9882
[38] valid_0's poisson: -104.155 valid_0's quantile: 2.98688
[39] valid_0's poisson: -104.153 valid_0's quantile: 2.98172
[40] valid_0's poisson: -104.175 valid_0's quantile: 2.97992
[41] valid_0's poisson: -104.197 valid_0's quantile: 2.97586
[42] valid_0's poisson: -104.256 valid_0's quantile: 2.97588
[43] valid_0's poisson: -104.271 valid_0's quantile: 2.97453
[44] valid_0's poisson: -104.276 valid_0's quantile: 2.96432
[45] valid_0's poisson: -104.357 valid_0's quantile: 2.96078
[46] valid_0's poisson: -104.375 valid_0's quantile: 2.95566
[47] valid_0's poisson: -104.416 valid_0's quantile: 2.95317
[48] valid_0's poisson: -104.442 valid_0's quantile: 2.94972
[49] valid_0's poisson: -104.439 valid_0's quantile: 2.94917
[50] valid_0's poisson: -104.464 valid_0's quantile: 2.94561
[51] valid_0's poisson: -104.468 valid_0's quantile: 2.94707
[52] valid_0's poisson: -104.479 valid_0's quantile: 2.94693
[53] valid_0's poisson: -104.479 valid_0's quantile: 2.94726
[54] valid_0's poisson: -104.486 valid_0's quantile: 2.94664
[55] valid_0's poisson: -104.486 valid_0's quantile: 2.94576
[56] valid_0's poisson: -104.502 valid_0's quantile: 2.94778
[57] valid_0's poisson: -104.507 valid_0's quantile: 2.9477
[58] valid_0's poisson: -104.51 valid_0's quantile: 2.94667
[59] valid_0's poisson: -104.511 valid_0's quantile: 2.93114
[60] valid_0's poisson: -104.514 valid_0's quantile: 2.9307
[61] valid_0's poisson: -104.571 valid_0's quantile: 2.8976
[62] valid_0's poisson: -104.574 valid_0's quantile: 2.8957
[63] valid_0's poisson: -104.607 valid_0's quantile: 2.88969
[64] valid_0's poisson: -104.634 valid_0's quantile: 2.88287
[65] valid_0's poisson: -104.695 valid_0's quantile: 2.87303
[66] valid_0's poisson: -104.699 valid_0's quantile: 2.87178
[67] valid_0's poisson: -104.704 valid_0's quantile: 2.87129
[68] valid_0's poisson: -104.718 valid_0's quantile: 2.87031
[69] valid_0's poisson: -104.732 valid_0's quantile: 2.86919
[70] valid_0's poisson: -104.739 valid_0's quantile: 2.86879
[71] valid_0's poisson: -104.741 valid_0's quantile: 2.86868
[72] valid_0's poisson: -104.721 valid_0's quantile: 2.86842
[73] valid_0's poisson: -104.729 valid_0's quantile: 2.86899
[74] valid_0's poisson: -104.752 valid_0's quantile: 2.86845
[75] valid_0's poisson: -104.748 valid_0's quantile: 2.86858
[76] valid_0's poisson: -104.749 valid_0's quantile: 2.86835
[77] valid_0's poisson: -104.77 valid_0's quantile: 2.86261
[78] valid_0's poisson: -104.775 valid_0's quantile: 2.86368
[79] valid_0's poisson: -104.775 valid_0's quantile: 2.86309
[80] valid_0's poisson: -104.782 valid_0's quantile: 2.86324
[81] valid_0's poisson: -104.78 valid_0's quantile: 2.86313
[82] valid_0's poisson: -104.754 valid_0's quantile: 2.86488
[83] valid_0's poisson: -104.76 valid_0's quantile: 2.8603
[84] valid_0's poisson: -104.784 valid_0's quantile: 2.86032
[85] valid_0's poisson: -104.787 valid_0's quantile: 2.85991
[86] valid_0's poisson: -104.792 valid_0's quantile: 2.85956
[87] valid_0's poisson: -104.786 valid_0's quantile: 2.85945
[88] valid_0's poisson: -104.791 valid_0's quantile: 2.85937
[89] valid_0's poisson: -104.791 valid_0's quantile: 2.85821
[90] valid_0's poisson: -104.807 valid_0's quantile: 2.85555
[91] valid_0's poisson: -104.862 valid_0's quantile: 2.84977
[92] valid_0's poisson: -104.883 valid_0's quantile: 2.84805
[93] valid_0's poisson: -104.92 valid_0's quantile: 2.83957
[94] valid_0's poisson: -104.921 valid_0's quantile: 2.83943
[95] valid_0's poisson: -104.928 valid_0's quantile: 2.83991
[96] valid_0's poisson: -104.904 valid_0's quantile: 2.83088
[97] valid_0's poisson: -104.904 valid_0's quantile: 2.82934
[98] valid_0's poisson: -104.924 valid_0's quantile: 2.82826
[99] valid_0's poisson: -104.923 valid_0's quantile: 2.82816
[100] valid_0's poisson: -104.938 valid_0's quantile: 2.82803
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -72.3245 valid_0's quantile: 9.14731
[2] valid_0's poisson: -79.0627 valid_0's quantile: 7.44931
[3] valid_0's poisson: -84.1001 valid_0's quantile: 6.30632
[4] valid_0's poisson: -88.0823 valid_0's quantile: 5.5218
[5] valid_0's poisson: -91.2346 valid_0's quantile: 4.94865
[6] valid_0's poisson: -93.8486 valid_0's quantile: 4.52101
[7] valid_0's poisson: -95.9004 valid_0's quantile: 4.19977
[8] valid_0's poisson: -97.5755 valid_0's quantile: 3.96113
[9] valid_0's poisson: -98.8086 valid_0's quantile: 3.76487
[10] valid_0's poisson: -99.9251 valid_0's quantile: 3.62577
[11] valid_0's poisson: -100.79 valid_0's quantile: 3.51839
[12] valid_0's poisson: -101.439 valid_0's quantile: 3.42918
[13] valid_0's poisson: -101.925 valid_0's quantile: 3.37228
[14] valid_0's poisson: -102.234 valid_0's quantile: 3.32706
[15] valid_0's poisson: -102.51 valid_0's quantile: 3.28364
[16] valid_0's poisson: -102.71 valid_0's quantile: 3.24972
[17] valid_0's poisson: -102.886 valid_0's quantile: 3.23145
[18] valid_0's poisson: -103.038 valid_0's quantile: 3.21398
[19] valid_0's poisson: -103.134 valid_0's quantile: 3.19832
[20] valid_0's poisson: -103.244 valid_0's quantile: 3.17908
[21] valid_0's poisson: -103.326 valid_0's quantile: 3.17112
[22] valid_0's poisson: -103.412 valid_0's quantile: 3.15977
[23] valid_0's poisson: -103.483 valid_0's quantile: 3.14631
[24] valid_0's poisson: -103.576 valid_0's quantile: 3.12006
[25] valid_0's poisson: -103.668 valid_0's quantile: 3.10806
[26] valid_0's poisson: -103.727 valid_0's quantile: 3.10031
[27] valid_0's poisson: -103.794 valid_0's quantile: 3.09533
[28] valid_0's poisson: -103.831 valid_0's quantile: 3.08914
[29] valid_0's poisson: -103.832 valid_0's quantile: 3.06022
[30] valid_0's poisson: -103.86 valid_0's quantile: 3.05155
[31] valid_0's poisson: -103.9 valid_0's quantile: 3.04431
[32] valid_0's poisson: -103.938 valid_0's quantile: 3.01249
[33] valid_0's poisson: -103.985 valid_0's quantile: 3.00888
[34] valid_0's poisson: -104.004 valid_0's quantile: 3.00443
[35] valid_0's poisson: -104.052 valid_0's quantile: 3.00055
[36] valid_0's poisson: -104.084 valid_0's quantile: 2.99331
[37] valid_0's poisson: -104.095 valid_0's quantile: 2.99174
[38] valid_0's poisson: -104.113 valid_0's quantile: 2.98857
[39] valid_0's poisson: -104.125 valid_0's quantile: 2.98277
[40] valid_0's poisson: -104.147 valid_0's quantile: 2.98358
[41] valid_0's poisson: -104.163 valid_0's quantile: 2.98183
[42] valid_0's poisson: -104.114 valid_0's quantile: 2.98249
[43] valid_0's poisson: -104.129 valid_0's quantile: 2.97826
[44] valid_0's poisson: -104.134 valid_0's quantile: 2.97686
[45] valid_0's poisson: -104.161 valid_0's quantile: 2.97363
[46] valid_0's poisson: -104.168 valid_0's quantile: 2.97306
[47] valid_0's poisson: -104.161 valid_0's quantile: 2.97391
[48] valid_0's poisson: -104.174 valid_0's quantile: 2.97065
[49] valid_0's poisson: -104.183 valid_0's quantile: 2.97023
[50] valid_0's poisson: -104.194 valid_0's quantile: 2.9695
[51] valid_0's poisson: -104.219 valid_0's quantile: 2.96534
[52] valid_0's poisson: -104.253 valid_0's quantile: 2.95883
[53] valid_0's poisson: -104.263 valid_0's quantile: 2.95605
[54] valid_0's poisson: -104.299 valid_0's quantile: 2.95086
[55] valid_0's poisson: -104.316 valid_0's quantile: 2.94483
[56] valid_0's poisson: -104.341 valid_0's quantile: 2.94264
[57] valid_0's poisson: -104.369 valid_0's quantile: 2.93957
[58] valid_0's poisson: -104.377 valid_0's quantile: 2.93608
[59] valid_0's poisson: -104.381 valid_0's quantile: 2.91865
[60] valid_0's poisson: -104.414 valid_0's quantile: 2.91653
[61] valid_0's poisson: -104.422 valid_0's quantile: 2.91577
[62] valid_0's poisson: -104.445 valid_0's quantile: 2.91351
[63] valid_0's poisson: -104.458 valid_0's quantile: 2.9116
[64] valid_0's poisson: -104.493 valid_0's quantile: 2.90157
[65] valid_0's poisson: -104.506 valid_0's quantile: 2.8999
[66] valid_0's poisson: -104.51 valid_0's quantile: 2.89037
[67] valid_0's poisson: -104.532 valid_0's quantile: 2.88303
[68] valid_0's poisson: -104.546 valid_0's quantile: 2.88435
[69] valid_0's poisson: -104.548 valid_0's quantile: 2.88432
[70] valid_0's poisson: -104.567 valid_0's quantile: 2.88376
[71] valid_0's poisson: -104.566 valid_0's quantile: 2.88206
[72] valid_0's poisson: -104.604 valid_0's quantile: 2.88155
[73] valid_0's poisson: -104.655 valid_0's quantile: 2.88063
[74] valid_0's poisson: -104.693 valid_0's quantile: 2.87891
[75] valid_0's poisson: -104.696 valid_0's quantile: 2.87866
[76] valid_0's poisson: -104.693 valid_0's quantile: 2.87877
[77] valid_0's poisson: -104.698 valid_0's quantile: 2.87839
[78] valid_0's poisson: -104.702 valid_0's quantile: 2.87985
[79] valid_0's poisson: -104.689 valid_0's quantile: 2.8796
[80] valid_0's poisson: -104.694 valid_0's quantile: 2.87911
[81] valid_0's poisson: -104.713 valid_0's quantile: 2.87829
[82] valid_0's poisson: -104.706 valid_0's quantile: 2.8749
[83] valid_0's poisson: -104.698 valid_0's quantile: 2.85972
[84] valid_0's poisson: -104.721 valid_0's quantile: 2.85763
[85] valid_0's poisson: -104.738 valid_0's quantile: 2.85386
[86] valid_0's poisson: -104.764 valid_0's quantile: 2.84813
[87] valid_0's poisson: -104.771 valid_0's quantile: 2.84638
[88] valid_0's poisson: -104.774 valid_0's quantile: 2.84637
[89] valid_0's poisson: -104.779 valid_0's quantile: 2.84609
[90] valid_0's poisson: -104.796 valid_0's quantile: 2.84615
[91] valid_0's poisson: -104.793 valid_0's quantile: 2.84462
[92] valid_0's poisson: -104.793 valid_0's quantile: 2.8304
[93] valid_0's poisson: -104.8 valid_0's quantile: 2.82912
[94] valid_0's poisson: -104.825 valid_0's quantile: 2.82712
[95] valid_0's poisson: -104.808 valid_0's quantile: 2.82689
[96] valid_0's poisson: -104.817 valid_0's quantile: 2.82465
[97] valid_0's poisson: -104.831 valid_0's quantile: 2.82504
[98] valid_0's poisson: -104.841 valid_0's quantile: 2.82549
[99] valid_0's poisson: -104.845 valid_0's quantile: 2.82476
[100] valid_0's poisson: -104.851 valid_0's quantile: 2.82336
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -71.0212 valid_0's quantile: 9.23489
[2] valid_0's poisson: -78.1112 valid_0's quantile: 7.50037
[3] valid_0's poisson: -83.4739 valid_0's quantile: 6.38107
[4] valid_0's poisson: -87.5524 valid_0's quantile: 5.6202
[5] valid_0's poisson: -90.9696 valid_0's quantile: 5.01431
[6] valid_0's poisson: -93.6331 valid_0's quantile: 4.58142
[7] valid_0's poisson: -95.8539 valid_0's quantile: 4.23458
[8] valid_0's poisson: -97.4926 valid_0's quantile: 3.99748
[9] valid_0's poisson: -98.9067 valid_0's quantile: 3.81038
[10] valid_0's poisson: -100.007 valid_0's quantile: 3.67354
[11] valid_0's poisson: -100.868 valid_0's quantile: 3.56392
[12] valid_0's poisson: -101.487 valid_0's quantile: 3.48793
[13] valid_0's poisson: -101.868 valid_0's quantile: 3.4115
[14] valid_0's poisson: -102.31 valid_0's quantile: 3.36202
[15] valid_0's poisson: -102.637 valid_0's quantile: 3.32756
[16] valid_0's poisson: -102.878 valid_0's quantile: 3.30263
[17] valid_0's poisson: -103.095 valid_0's quantile: 3.27666
[18] valid_0's poisson: -103.192 valid_0's quantile: 3.25705
[19] valid_0's poisson: -103.276 valid_0's quantile: 3.24431
[20] valid_0's poisson: -103.363 valid_0's quantile: 3.2258
[21] valid_0's poisson: -103.464 valid_0's quantile: 3.15801
[22] valid_0's poisson: -103.559 valid_0's quantile: 3.13767
[23] valid_0's poisson: -103.661 valid_0's quantile: 3.12975
[24] valid_0's poisson: -103.718 valid_0's quantile: 3.11774
[25] valid_0's poisson: -103.797 valid_0's quantile: 3.10955
[26] valid_0's poisson: -103.825 valid_0's quantile: 3.10503
[27] valid_0's poisson: -103.92 valid_0's quantile: 3.0909
[28] valid_0's poisson: -103.945 valid_0's quantile: 3.08289
[29] valid_0's poisson: -104.005 valid_0's quantile: 3.07417
[30] valid_0's poisson: -104.069 valid_0's quantile: 3.06006
[31] valid_0's poisson: -104.131 valid_0's quantile: 3.05555
[32] valid_0's poisson: -104.146 valid_0's quantile: 3.05721
[33] valid_0's poisson: -104.175 valid_0's quantile: 3.05103
[34] valid_0's poisson: -104.194 valid_0's quantile: 3.0509
[35] valid_0's poisson: -104.215 valid_0's quantile: 3.04997
[36] valid_0's poisson: -104.22 valid_0's quantile: 3.04966
[37] valid_0's poisson: -104.232 valid_0's quantile: 3.04937
[38] valid_0's poisson: -104.243 valid_0's quantile: 3.04836
[39] valid_0's poisson: -104.292 valid_0's quantile: 3.04073
[40] valid_0's poisson: -104.287 valid_0's quantile: 3.03658
[41] valid_0's poisson: -104.307 valid_0's quantile: 3.02794
[42] valid_0's poisson: -104.323 valid_0's quantile: 3.02522
[43] valid_0's poisson: -104.324 valid_0's quantile: 3.02012
[44] valid_0's poisson: -104.337 valid_0's quantile: 3.01876
[45] valid_0's poisson: -104.359 valid_0's quantile: 3.01394
[46] valid_0's poisson: -104.356 valid_0's quantile: 3.01572
[47] valid_0's poisson: -104.367 valid_0's quantile: 3.01463
[48] valid_0's poisson: -104.369 valid_0's quantile: 3.00365
[49] valid_0's poisson: -104.379 valid_0's quantile: 3.00271
[50] valid_0's poisson: -104.378 valid_0's quantile: 2.99818
[51] valid_0's poisson: -104.386 valid_0's quantile: 2.99786
[52] valid_0's poisson: -104.403 valid_0's quantile: 2.99624
[53] valid_0's poisson: -104.418 valid_0's quantile: 2.9936
[54] valid_0's poisson: -104.425 valid_0's quantile: 2.99353
[55] valid_0's poisson: -104.434 valid_0's quantile: 2.98927
[56] valid_0's poisson: -104.446 valid_0's quantile: 2.98712
[57] valid_0's poisson: -104.444 valid_0's quantile: 2.98812
[58] valid_0's poisson: -104.441 valid_0's quantile: 2.98179
[59] valid_0's poisson: -104.422 valid_0's quantile: 2.9791
[60] valid_0's poisson: -104.404 valid_0's quantile: 2.97978
[61] valid_0's poisson: -104.409 valid_0's quantile: 2.97955
[62] valid_0's poisson: -104.415 valid_0's quantile: 2.97787
[63] valid_0's poisson: -104.429 valid_0's quantile: 2.97503
[64] valid_0's poisson: -104.441 valid_0's quantile: 2.97557
[65] valid_0's poisson: -104.447 valid_0's quantile: 2.97509
[66] valid_0's poisson: -104.46 valid_0's quantile: 2.97262
[67] valid_0's poisson: -104.468 valid_0's quantile: 2.97237
[68] valid_0's poisson: -104.47 valid_0's quantile: 2.97216
[69] valid_0's poisson: -104.493 valid_0's quantile: 2.96936
[70] valid_0's poisson: -104.491 valid_0's quantile: 2.96938
[71] valid_0's poisson: -104.495 valid_0's quantile: 2.96875
[72] valid_0's poisson: -104.541 valid_0's quantile: 2.95786
[73] valid_0's poisson: -104.572 valid_0's quantile: 2.95925
[74] valid_0's poisson: -104.578 valid_0's quantile: 2.96105
[75] valid_0's poisson: -104.614 valid_0's quantile: 2.95476
[76] valid_0's poisson: -104.609 valid_0's quantile: 2.95587
[77] valid_0's poisson: -104.608 valid_0's quantile: 2.95568
[78] valid_0's poisson: -104.61 valid_0's quantile: 2.9554
[79] valid_0's poisson: -104.647 valid_0's quantile: 2.95253
[80] valid_0's poisson: -104.642 valid_0's quantile: 2.94929
[81] valid_0's poisson: -104.652 valid_0's quantile: 2.94841
[82] valid_0's poisson: -104.658 valid_0's quantile: 2.94721
[83] valid_0's poisson: -104.683 valid_0's quantile: 2.94505
[84] valid_0's poisson: -104.631 valid_0's quantile: 2.94462
[85] valid_0's poisson: -104.637 valid_0's quantile: 2.94369
[86] valid_0's poisson: -104.637 valid_0's quantile: 2.93994
[87] valid_0's poisson: -104.638 valid_0's quantile: 2.93911
[88] valid_0's poisson: -104.639 valid_0's quantile: 2.93747
[89] valid_0's poisson: -104.651 valid_0's quantile: 2.93715
[90] valid_0's poisson: -104.651 valid_0's quantile: 2.93756
[91] valid_0's poisson: -104.654 valid_0's quantile: 2.93685
[92] valid_0's poisson: -104.646 valid_0's quantile: 2.93405
[93] valid_0's poisson: -104.65 valid_0's quantile: 2.93199
[94] valid_0's poisson: -104.655 valid_0's quantile: 2.932
[95] valid_0's poisson: -104.659 valid_0's quantile: 2.9306
[96] valid_0's poisson: -104.669 valid_0's quantile: 2.9284
[97] valid_0's poisson: -104.671 valid_0's quantile: 2.92795
[98] valid_0's poisson: -104.673 valid_0's quantile: 2.92763
[99] valid_0's poisson: -104.672 valid_0's quantile: 2.92563
[100] valid_0's poisson: -104.673 valid_0's quantile: 2.92431
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.2765 valid_0's quantile: 11.6611
[2] valid_0's poisson: -62.405 valid_0's quantile: 11.6234
[3] valid_0's poisson: -62.5328 valid_0's quantile: 11.5858
[4] valid_0's poisson: -62.6595 valid_0's quantile: 11.5486
[5] valid_0's poisson: -62.7856 valid_0's quantile: 11.5115
[6] valid_0's poisson: -62.9105 valid_0's quantile: 11.4747
[7] valid_0's poisson: -63.032 valid_0's quantile: 11.439
[8] valid_0's poisson: -63.1552 valid_0's quantile: 11.4027
[9] valid_0's poisson: -63.2775 valid_0's quantile: 11.3666
[10] valid_0's poisson: -63.3861 valid_0's quantile: 11.3322
[11] valid_0's poisson: -63.5068 valid_0's quantile: 11.2965
[12] valid_0's poisson: -63.6138 valid_0's quantile: 11.2627
[13] valid_0's poisson: -63.7337 valid_0's quantile: 11.2276
[14] valid_0's poisson: -63.8528 valid_0's quantile: 11.1927
[15] valid_0's poisson: -63.9711 valid_0's quantile: 11.158
[16] valid_0's poisson: -64.0903 valid_0's quantile: 11.1233
[17] valid_0's poisson: -64.2087 valid_0's quantile: 11.0887
[18] valid_0's poisson: -64.3264 valid_0's quantile: 11.0544
[19] valid_0's poisson: -64.4417 valid_0's quantile: 11.0206
[20] valid_0's poisson: -64.5578 valid_0's quantile: 10.9871
[21] valid_0's poisson: -64.6732 valid_0's quantile: 10.9537
[22] valid_0's poisson: -64.7878 valid_0's quantile: 10.9205
[23] valid_0's poisson: -64.897 valid_0's quantile: 10.8881
[24] valid_0's poisson: -65.0054 valid_0's quantile: 10.856
[25] valid_0's poisson: -65.1165 valid_0's quantile: 10.824
[26] valid_0's poisson: -65.2267 valid_0's quantile: 10.7921
[27] valid_0's poisson: -65.334 valid_0's quantile: 10.7609
[28] valid_0's poisson: -65.4415 valid_0's quantile: 10.7295
[29] valid_0's poisson: -65.5492 valid_0's quantile: 10.6985
[30] valid_0's poisson: -65.6553 valid_0's quantile: 10.6677
[31] valid_0's poisson: -65.7625 valid_0's quantile: 10.6371
[32] valid_0's poisson: -65.8683 valid_0's quantile: 10.6065
[33] valid_0's poisson: -65.9724 valid_0's quantile: 10.5763
[34] valid_0's poisson: -66.0785 valid_0's quantile: 10.5461
[35] valid_0's poisson: -66.1843 valid_0's quantile: 10.516
[36] valid_0's poisson: -66.2884 valid_0's quantile: 10.4865
[37] valid_0's poisson: -66.3915 valid_0's quantile: 10.457
[38] valid_0's poisson: -66.4965 valid_0's quantile: 10.4275
[39] valid_0's poisson: -66.5995 valid_0's quantile: 10.3988
[40] valid_0's poisson: -66.7009 valid_0's quantile: 10.3702
[41] valid_0's poisson: -66.8026 valid_0's quantile: 10.3418
[42] valid_0's poisson: -66.902 valid_0's quantile: 10.314
[43] valid_0's poisson: -67.0055 valid_0's quantile: 10.2859
[44] valid_0's poisson: -67.1083 valid_0's quantile: 10.258
[45] valid_0's poisson: -67.2101 valid_0's quantile: 10.2303
[46] valid_0's poisson: -67.2989 valid_0's quantile: 10.2044
[47] valid_0's poisson: -67.3995 valid_0's quantile: 10.1769
[48] valid_0's poisson: -67.4941 valid_0's quantile: 10.1503
[49] valid_0's poisson: -67.5904 valid_0's quantile: 10.1235
[50] valid_0's poisson: -67.6869 valid_0's quantile: 10.0967
[51] valid_0's poisson: -67.786 valid_0's quantile: 10.0698
[52] valid_0's poisson: -67.8845 valid_0's quantile: 10.0431
[53] valid_0's poisson: -67.9824 valid_0's quantile: 10.0165
[54] valid_0's poisson: -68.0798 valid_0's quantile: 9.99008
[55] valid_0's poisson: -68.1642 valid_0's quantile: 9.96547
[56] valid_0's poisson: -68.2714 valid_0's quantile: 9.93644
[57] valid_0's poisson: -68.378 valid_0's quantile: 9.9078
[58] valid_0's poisson: -68.4839 valid_0's quantile: 9.87935
[59] valid_0's poisson: -68.5892 valid_0's quantile: 9.85102
[60] valid_0's poisson: -68.6841 valid_0's quantile: 9.82569
[61] valid_0's poisson: -68.7784 valid_0's quantile: 9.80064
[62] valid_0's poisson: -68.8719 valid_0's quantile: 9.77584
[63] valid_0's poisson: -68.9653 valid_0's quantile: 9.751
[64] valid_0's poisson: -69.068 valid_0's quantile: 9.72351
[65] valid_0's poisson: -69.1701 valid_0's quantile: 9.69619
[66] valid_0's poisson: -69.2605 valid_0's quantile: 9.67026
[67] valid_0's poisson: -69.3612 valid_0's quantile: 9.64328
[68] valid_0's poisson: -69.4612 valid_0's quantile: 9.61655
[69] valid_0's poisson: -69.5607 valid_0's quantile: 9.59023
[70] valid_0's poisson: -69.6599 valid_0's quantile: 9.56442
[71] valid_0's poisson: -69.7585 valid_0's quantile: 9.53874
[72] valid_0's poisson: -69.8565 valid_0's quantile: 9.51322
[73] valid_0's poisson: -69.954 valid_0's quantile: 9.48786
[74] valid_0's poisson: -70.0509 valid_0's quantile: 9.46262
[75] valid_0's poisson: -70.1472 valid_0's quantile: 9.43759
[76] valid_0's poisson: -70.2422 valid_0's quantile: 9.41244
[77] valid_0's poisson: -70.3376 valid_0's quantile: 9.38799
[78] valid_0's poisson: -70.4317 valid_0's quantile: 9.36317
[79] valid_0's poisson: -70.5262 valid_0's quantile: 9.33866
[80] valid_0's poisson: -70.628 valid_0's quantile: 9.3135
[81] valid_0's poisson: -70.7301 valid_0's quantile: 9.2886
[82] valid_0's poisson: -70.8309 valid_0's quantile: 9.26375
[83] valid_0's poisson: -70.9312 valid_0's quantile: 9.239
[84] valid_0's poisson: -71.0308 valid_0's quantile: 9.21437
[85] valid_0's poisson: -71.1309 valid_0's quantile: 9.18985
[86] valid_0's poisson: -71.2296 valid_0's quantile: 9.16556
[87] valid_0's poisson: -71.3195 valid_0's quantile: 9.14197
[88] valid_0's poisson: -71.4173 valid_0's quantile: 9.11812
[89] valid_0's poisson: -71.5158 valid_0's quantile: 9.09403
[90] valid_0's poisson: -71.6187 valid_0's quantile: 9.06944
[91] valid_0's poisson: -71.7212 valid_0's quantile: 9.04498
[92] valid_0's poisson: -71.823 valid_0's quantile: 9.02069
[93] valid_0's poisson: -71.9234 valid_0's quantile: 8.99668
[94] valid_0's poisson: -72.0199 valid_0's quantile: 8.97322
[95] valid_0's poisson: -72.1194 valid_0's quantile: 8.9495
[96] valid_0's poisson: -72.219 valid_0's quantile: 8.92566
[97] valid_0's poisson: -72.3173 valid_0's quantile: 8.90216
[98] valid_0's poisson: -72.4157 valid_0's quantile: 8.87813
[99] valid_0's poisson: -72.514 valid_0's quantile: 8.85474
[100] valid_0's poisson: -72.6118 valid_0's quantile: 8.83157
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.2785 valid_0's quantile: 11.6611
[2] valid_0's poisson: -62.3954 valid_0's quantile: 11.6251
[3] valid_0's poisson: -62.5114 valid_0's quantile: 11.5893
[4] valid_0's poisson: -62.6266 valid_0's quantile: 11.5538
[5] valid_0's poisson: -62.7409 valid_0's quantile: 11.5185
[6] valid_0's poisson: -62.8545 valid_0's quantile: 11.4834
[7] valid_0's poisson: -62.9839 valid_0's quantile: 11.4462
[8] valid_0's poisson: -63.1125 valid_0's quantile: 11.4094
[9] valid_0's poisson: -63.2403 valid_0's quantile: 11.3727
[10] valid_0's poisson: -63.3504 valid_0's quantile: 11.3383
[11] valid_0's poisson: -63.4765 valid_0's quantile: 11.3021
[12] valid_0's poisson: -63.6017 valid_0's quantile: 11.266
[13] valid_0's poisson: -63.7261 valid_0's quantile: 11.2306
[14] valid_0's poisson: -63.8497 valid_0's quantile: 11.1953
[15] valid_0's poisson: -63.9725 valid_0's quantile: 11.1601
[16] valid_0's poisson: -64.0945 valid_0's quantile: 11.1251
[17] valid_0's poisson: -64.2156 valid_0's quantile: 11.0903
[18] valid_0's poisson: -64.336 valid_0's quantile: 11.0559
[19] valid_0's poisson: -64.44 valid_0's quantile: 11.0239
[20] valid_0's poisson: -64.5589 valid_0's quantile: 10.9902
[21] valid_0's poisson: -64.677 valid_0's quantile: 10.9567
[22] valid_0's poisson: -64.7943 valid_0's quantile: 10.9233
[23] valid_0's poisson: -64.9109 valid_0's quantile: 10.8901
[24] valid_0's poisson: -65.0268 valid_0's quantile: 10.8571
[25] valid_0's poisson: -65.1378 valid_0's quantile: 10.8253
[26] valid_0's poisson: -65.2522 valid_0's quantile: 10.7931
[27] valid_0's poisson: -65.3475 valid_0's quantile: 10.7637
[28] valid_0's poisson: -65.4606 valid_0's quantile: 10.7319
[29] valid_0's poisson: -65.5691 valid_0's quantile: 10.7012
[30] valid_0's poisson: -65.677 valid_0's quantile: 10.6706
[31] valid_0's poisson: -65.7883 valid_0's quantile: 10.6395
[32] valid_0's poisson: -65.895 valid_0's quantile: 10.6092
[33] valid_0's poisson: -66.0051 valid_0's quantile: 10.5784
[34] valid_0's poisson: -66.1105 valid_0's quantile: 10.5485
[35] valid_0's poisson: -66.2061 valid_0's quantile: 10.5202
[36] valid_0's poisson: -66.3107 valid_0's quantile: 10.4907
[37] valid_0's poisson: -66.4191 valid_0's quantile: 10.4607
[38] valid_0's poisson: -66.5226 valid_0's quantile: 10.4319
[39] valid_0's poisson: -66.6254 valid_0's quantile: 10.4035
[40] valid_0's poisson: -66.732 valid_0's quantile: 10.3746
[41] valid_0's poisson: -66.8337 valid_0's quantile: 10.3466
[42] valid_0's poisson: -66.9385 valid_0's quantile: 10.3182
[43] valid_0's poisson: -67.0262 valid_0's quantile: 10.2925
[44] valid_0's poisson: -67.1305 valid_0's quantile: 10.2645
[45] valid_0's poisson: -67.2357 valid_0's quantile: 10.2367
[46] valid_0's poisson: -67.3403 valid_0's quantile: 10.209
[47] valid_0's poisson: -67.4429 valid_0's quantile: 10.1815
[48] valid_0's poisson: -67.5463 valid_0's quantile: 10.154
[49] valid_0's poisson: -67.6477 valid_0's quantile: 10.1267
[50] valid_0's poisson: -67.7499 valid_0's quantile: 10.0996
[51] valid_0's poisson: -67.8515 valid_0's quantile: 10.0726
[52] valid_0's poisson: -67.9392 valid_0's quantile: 10.0476
[53] valid_0's poisson: -68.0397 valid_0's quantile: 10.021
[54] valid_0's poisson: -68.1395 valid_0's quantile: 9.99447
[55] valid_0's poisson: -68.2483 valid_0's quantile: 9.96449
[56] valid_0's poisson: -68.3564 valid_0's quantile: 9.93496
[57] valid_0's poisson: -68.4638 valid_0's quantile: 9.90568
[58] valid_0's poisson: -68.5706 valid_0's quantile: 9.87662
[59] valid_0's poisson: -68.6767 valid_0's quantile: 9.84768
[60] valid_0's poisson: -68.7822 valid_0's quantile: 9.8189
[61] valid_0's poisson: -68.8762 valid_0's quantile: 9.79181
[62] valid_0's poisson: -68.9804 valid_0's quantile: 9.76338
[63] valid_0's poisson: -69.084 valid_0's quantile: 9.73507
[64] valid_0's poisson: -69.1869 valid_0's quantile: 9.70707
[65] valid_0's poisson: -69.2893 valid_0's quantile: 9.67937
[66] valid_0's poisson: -69.391 valid_0's quantile: 9.65209
[67] valid_0's poisson: -69.4921 valid_0's quantile: 9.6253
[68] valid_0's poisson: -69.5926 valid_0's quantile: 9.59863
[69] valid_0's poisson: -69.6925 valid_0's quantile: 9.57249
[70] valid_0's poisson: -69.7919 valid_0's quantile: 9.54615
[71] valid_0's poisson: -69.8907 valid_0's quantile: 9.5203
[72] valid_0's poisson: -69.9889 valid_0's quantile: 9.49462
[73] valid_0's poisson: -70.0865 valid_0's quantile: 9.46907
[74] valid_0's poisson: -70.1835 valid_0's quantile: 9.44372
[75] valid_0's poisson: -70.28 valid_0's quantile: 9.41847
[76] valid_0's poisson: -70.376 valid_0's quantile: 9.39344
[77] valid_0's poisson: -70.4713 valid_0's quantile: 9.36856
[78] valid_0's poisson: -70.5661 valid_0's quantile: 9.34395
[79] valid_0's poisson: -70.663 valid_0's quantile: 9.31882
[80] valid_0's poisson: -70.7593 valid_0's quantile: 9.2938
[81] valid_0's poisson: -70.855 valid_0's quantile: 9.26888
[82] valid_0's poisson: -70.9502 valid_0's quantile: 9.24417
[83] valid_0's poisson: -71.0448 valid_0's quantile: 9.21973
[84] valid_0's poisson: -71.1389 valid_0's quantile: 9.1954
[85] valid_0's poisson: -71.2403 valid_0's quantile: 9.1702
[86] valid_0's poisson: -71.3412 valid_0's quantile: 9.14512
[87] valid_0's poisson: -71.4448 valid_0's quantile: 9.11997
[88] valid_0's poisson: -71.5479 valid_0's quantile: 9.095
[89] valid_0's poisson: -71.6505 valid_0's quantile: 9.07013
[90] valid_0's poisson: -71.7533 valid_0's quantile: 9.04475
[91] valid_0's poisson: -71.8549 valid_0's quantile: 9.02005
[92] valid_0's poisson: -71.9568 valid_0's quantile: 8.99498
[93] valid_0's poisson: -72.0582 valid_0's quantile: 8.97006
[94] valid_0's poisson: -72.159 valid_0's quantile: 8.94532
[95] valid_0's poisson: -72.2596 valid_0's quantile: 8.91998
[96] valid_0's poisson: -72.3597 valid_0's quantile: 8.89479
[97] valid_0's poisson: -72.4592 valid_0's quantile: 8.8699
[98] valid_0's poisson: -72.5582 valid_0's quantile: 8.8452
[99] valid_0's poisson: -72.6564 valid_0's quantile: 8.82167
[100] valid_0's poisson: -72.7511 valid_0's quantile: 8.79867
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.9087 valid_0's quantile: 11.6519
[2] valid_0's poisson: -63.0235 valid_0's quantile: 11.6148
[3] valid_0's poisson: -63.1373 valid_0's quantile: 11.5779
[4] valid_0's poisson: -63.2503 valid_0's quantile: 11.5413
[5] valid_0's poisson: -63.3624 valid_0's quantile: 11.5049
[6] valid_0's poisson: -63.4736 valid_0's quantile: 11.4688
[7] valid_0's poisson: -63.598 valid_0's quantile: 11.4309
[8] valid_0's poisson: -63.7075 valid_0's quantile: 11.3951
[9] valid_0's poisson: -63.8302 valid_0's quantile: 11.3577
[10] valid_0's poisson: -63.952 valid_0's quantile: 11.3206
[11] valid_0's poisson: -64.073 valid_0's quantile: 11.2836
[12] valid_0's poisson: -64.1802 valid_0's quantile: 11.2486
[13] valid_0's poisson: -64.2995 valid_0's quantile: 11.2121
[14] valid_0's poisson: -64.4054 valid_0's quantile: 11.1779
[15] valid_0's poisson: -64.5105 valid_0's quantile: 11.144
[16] valid_0's poisson: -64.6275 valid_0's quantile: 11.1084
[17] valid_0's poisson: -64.7313 valid_0's quantile: 11.0748
[18] valid_0's poisson: -64.8459 valid_0's quantile: 11.0397
[19] valid_0's poisson: -64.9597 valid_0's quantile: 11.0052
[20] valid_0's poisson: -65.0727 valid_0's quantile: 10.9709
[21] valid_0's poisson: -65.185 valid_0's quantile: 10.9371
[22] valid_0's poisson: -65.2849 valid_0's quantile: 10.9049
[23] valid_0's poisson: -65.3958 valid_0's quantile: 10.8713
[24] valid_0's poisson: -65.5084 valid_0's quantile: 10.8376
[25] valid_0's poisson: -65.6212 valid_0's quantile: 10.8041
[26] valid_0's poisson: -65.7323 valid_0's quantile: 10.7711
[27] valid_0's poisson: -65.8414 valid_0's quantile: 10.7389
[28] valid_0's poisson: -65.951 valid_0's quantile: 10.7063
[29] valid_0's poisson: -66.0476 valid_0's quantile: 10.6761
[30] valid_0's poisson: -66.1536 valid_0's quantile: 10.6446
[31] valid_0's poisson: -66.26 valid_0's quantile: 10.6133
[32] valid_0's poisson: -66.3657 valid_0's quantile: 10.5821
[33] valid_0's poisson: -66.4696 valid_0's quantile: 10.5511
[34] valid_0's poisson: -66.574 valid_0's quantile: 10.5203
[35] valid_0's poisson: -66.6663 valid_0's quantile: 10.4913
[36] valid_0's poisson: -66.7695 valid_0's quantile: 10.461
[37] valid_0's poisson: -66.872 valid_0's quantile: 10.431
[38] valid_0's poisson: -66.975 valid_0's quantile: 10.4008
[39] valid_0's poisson: -67.0763 valid_0's quantile: 10.3716
[40] valid_0's poisson: -67.1757 valid_0's quantile: 10.3425
[41] valid_0's poisson: -67.2804 valid_0's quantile: 10.3131
[42] valid_0's poisson: -67.3787 valid_0's quantile: 10.2846
[43] valid_0's poisson: -67.4669 valid_0's quantile: 10.2579
[44] valid_0's poisson: -67.5653 valid_0's quantile: 10.2299
[45] valid_0's poisson: -67.6618 valid_0's quantile: 10.202
[46] valid_0's poisson: -67.7623 valid_0's quantile: 10.1738
[47] valid_0's poisson: -67.8602 valid_0's quantile: 10.1456
[48] valid_0's poisson: -67.9595 valid_0's quantile: 10.1177
[49] valid_0's poisson: -68.0563 valid_0's quantile: 10.0903
[50] valid_0's poisson: -68.1512 valid_0's quantile: 10.063
[51] valid_0's poisson: -68.2478 valid_0's quantile: 10.0355
[52] valid_0's poisson: -68.3439 valid_0's quantile: 10.0082
[53] valid_0's poisson: -68.4372 valid_0's quantile: 9.98138
[54] valid_0's poisson: -68.5322 valid_0's quantile: 9.95448
[55] valid_0's poisson: -68.6243 valid_0's quantile: 9.92804
[56] valid_0's poisson: -68.7181 valid_0's quantile: 9.90166
[57] valid_0's poisson: -68.8114 valid_0's quantile: 9.87539
[58] valid_0's poisson: -68.9019 valid_0's quantile: 9.84945
[59] valid_0's poisson: -68.9941 valid_0's quantile: 9.82348
[60] valid_0's poisson: -69.0859 valid_0's quantile: 9.79777
[61] valid_0's poisson: -69.1747 valid_0's quantile: 9.77244
[62] valid_0's poisson: -69.2685 valid_0's quantile: 9.74678
[63] valid_0's poisson: -69.3593 valid_0's quantile: 9.72151
[64] valid_0's poisson: -69.4492 valid_0's quantile: 9.69651
[65] valid_0's poisson: -69.5417 valid_0's quantile: 9.67135
[66] valid_0's poisson: -69.6283 valid_0's quantile: 9.64697
[67] valid_0's poisson: -69.7199 valid_0's quantile: 9.62224
[68] valid_0's poisson: -69.8082 valid_0's quantile: 9.59805
[69] valid_0's poisson: -69.9052 valid_0's quantile: 9.57049
[70] valid_0's poisson: -70.004 valid_0's quantile: 9.54292
[71] valid_0's poisson: -70.0999 valid_0's quantile: 9.51569
[72] valid_0's poisson: -70.1977 valid_0's quantile: 9.48844
[73] valid_0's poisson: -70.295 valid_0's quantile: 9.46129
[74] valid_0's poisson: -70.3892 valid_0's quantile: 9.43467
[75] valid_0's poisson: -70.4855 valid_0's quantile: 9.40798
[76] valid_0's poisson: -70.5813 valid_0's quantile: 9.38166
[77] valid_0's poisson: -70.6741 valid_0's quantile: 9.3561
[78] valid_0's poisson: -70.7717 valid_0's quantile: 9.3303
[79] valid_0's poisson: -70.8687 valid_0's quantile: 9.30459
[80] valid_0's poisson: -70.9604 valid_0's quantile: 9.27934
[81] valid_0's poisson: -71.0564 valid_0's quantile: 9.25395
[82] valid_0's poisson: -71.147 valid_0's quantile: 9.22897
[83] valid_0's poisson: -71.2421 valid_0's quantile: 9.20375
[84] valid_0's poisson: -71.3367 valid_0's quantile: 9.17864
[85] valid_0's poisson: -71.4259 valid_0's quantile: 9.15403
[86] valid_0's poisson: -71.5117 valid_0's quantile: 9.13203
[87] valid_0's poisson: -71.5969 valid_0's quantile: 9.11011
[88] valid_0's poisson: -71.6852 valid_0's quantile: 9.08542
[89] valid_0's poisson: -71.7812 valid_0's quantile: 9.0603
[90] valid_0's poisson: -71.8684 valid_0's quantile: 9.03844
[91] valid_0's poisson: -71.9678 valid_0's quantile: 9.01319
[92] valid_0's poisson: -72.0666 valid_0's quantile: 8.98816
[93] valid_0's poisson: -72.1578 valid_0's quantile: 8.966
[94] valid_0's poisson: -72.2476 valid_0's quantile: 8.94404
[95] valid_0's poisson: -72.3454 valid_0's quantile: 8.91908
[96] valid_0's poisson: -72.4387 valid_0's quantile: 8.89498
[97] valid_0's poisson: -72.5337 valid_0's quantile: 8.87103
[98] valid_0's poisson: -72.6324 valid_0's quantile: 8.84669
[99] valid_0's poisson: -72.7306 valid_0's quantile: 8.82224
[100] valid_0's poisson: -72.8284 valid_0's quantile: 8.79816
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -63.5495 valid_0's quantile: 11.6429
[2] valid_0's poisson: -63.6764 valid_0's quantile: 11.6048
[3] valid_0's poisson: -63.8025 valid_0's quantile: 11.5669
[4] valid_0's poisson: -63.9277 valid_0's quantile: 11.5291
[5] valid_0's poisson: -64.0519 valid_0's quantile: 11.4915
[6] valid_0's poisson: -64.1752 valid_0's quantile: 11.4541
[7] valid_0's poisson: -64.2977 valid_0's quantile: 11.417
[8] valid_0's poisson: -64.4193 valid_0's quantile: 11.3802
[9] valid_0's poisson: -64.54 valid_0's quantile: 11.3434
[10] valid_0's poisson: -64.6599 valid_0's quantile: 11.3069
[11] valid_0's poisson: -64.7673 valid_0's quantile: 11.2723
[12] valid_0's poisson: -64.874 valid_0's quantile: 11.2379
[13] valid_0's poisson: -64.9915 valid_0's quantile: 11.2019
[14] valid_0's poisson: -65.1083 valid_0's quantile: 11.1662
[15] valid_0's poisson: -65.2242 valid_0's quantile: 11.1308
[16] valid_0's poisson: -65.3393 valid_0's quantile: 11.096
[17] valid_0's poisson: -65.4537 valid_0's quantile: 11.0614
[18] valid_0's poisson: -65.5673 valid_0's quantile: 11.0269
[19] valid_0's poisson: -65.6801 valid_0's quantile: 10.9927
[20] valid_0's poisson: -65.7921 valid_0's quantile: 10.9585
[21] valid_0's poisson: -65.9055 valid_0's quantile: 10.9246
[22] valid_0's poisson: -66.0182 valid_0's quantile: 10.8908
[23] valid_0's poisson: -66.1301 valid_0's quantile: 10.8575
[24] valid_0's poisson: -66.2413 valid_0's quantile: 10.8244
[25] valid_0's poisson: -66.3517 valid_0's quantile: 10.7914
[26] valid_0's poisson: -66.4614 valid_0's quantile: 10.7586
[27] valid_0's poisson: -66.5704 valid_0's quantile: 10.7262
[28] valid_0's poisson: -66.6787 valid_0's quantile: 10.694
[29] valid_0's poisson: -66.7744 valid_0's quantile: 10.6638
[30] valid_0's poisson: -66.8814 valid_0's quantile: 10.6323
[31] valid_0's poisson: -66.9884 valid_0's quantile: 10.601
[32] valid_0's poisson: -67.0947 valid_0's quantile: 10.57
[33] valid_0's poisson: -67.1888 valid_0's quantile: 10.5407
[34] valid_0's poisson: -67.2939 valid_0's quantile: 10.51
[35] valid_0's poisson: -67.387 valid_0's quantile: 10.4809
[36] valid_0's poisson: -67.4908 valid_0's quantile: 10.4507
[37] valid_0's poisson: -67.5931 valid_0's quantile: 10.4206
[38] valid_0's poisson: -67.6956 valid_0's quantile: 10.391
[39] valid_0's poisson: -67.7975 valid_0's quantile: 10.3614
[40] valid_0's poisson: -67.8979 valid_0's quantile: 10.332
[41] valid_0's poisson: -67.9986 valid_0's quantile: 10.3028
[42] valid_0's poisson: -68.0977 valid_0's quantile: 10.2742
[43] valid_0's poisson: -68.1971 valid_0's quantile: 10.2458
[44] valid_0's poisson: -68.2951 valid_0's quantile: 10.2176
[45] valid_0's poisson: -68.3933 valid_0's quantile: 10.1897
[46] valid_0's poisson: -68.4909 valid_0's quantile: 10.1622
[47] valid_0's poisson: -68.587 valid_0's quantile: 10.1348
[48] valid_0's poisson: -68.6834 valid_0's quantile: 10.1077
[49] valid_0's poisson: -68.7793 valid_0's quantile: 10.0808
[50] valid_0's poisson: -68.8745 valid_0's quantile: 10.0539
[51] valid_0's poisson: -68.9692 valid_0's quantile: 10.0273
[52] valid_0's poisson: -69.0634 valid_0's quantile: 10.0007
[53] valid_0's poisson: -69.1569 valid_0's quantile: 9.97431
[54] valid_0's poisson: -69.2499 valid_0's quantile: 9.9481
[55] valid_0's poisson: -69.3335 valid_0's quantile: 9.92341
[56] valid_0's poisson: -69.4165 valid_0's quantile: 9.89879
[57] valid_0's poisson: -69.508 valid_0's quantile: 9.87319
[58] valid_0's poisson: -69.5902 valid_0's quantile: 9.84888
[59] valid_0's poisson: -69.672 valid_0's quantile: 9.82482
[60] valid_0's poisson: -69.7619 valid_0's quantile: 9.7998
[61] valid_0's poisson: -69.8426 valid_0's quantile: 9.77607
[62] valid_0's poisson: -69.9219 valid_0's quantile: 9.75247
[63] valid_0's poisson: -70.0017 valid_0's quantile: 9.72902
[64] valid_0's poisson: -70.0907 valid_0's quantile: 9.70204
[65] valid_0's poisson: -70.1791 valid_0's quantile: 9.67514
[66] valid_0's poisson: -70.2718 valid_0's quantile: 9.6476
[67] valid_0's poisson: -70.3639 valid_0's quantile: 9.62033
[68] valid_0's poisson: -70.4597 valid_0's quantile: 9.59267
[69] valid_0's poisson: -70.5549 valid_0's quantile: 9.56512
[70] valid_0's poisson: -70.6394 valid_0's quantile: 9.54164
[71] valid_0's poisson: -70.7209 valid_0's quantile: 9.51638
[72] valid_0's poisson: -70.8106 valid_0's quantile: 9.49004
[73] valid_0's poisson: -70.9009 valid_0's quantile: 9.46362
[74] valid_0's poisson: -70.9906 valid_0's quantile: 9.4374
[75] valid_0's poisson: -71.0817 valid_0's quantile: 9.4139
[76] valid_0's poisson: -71.1865 valid_0's quantile: 9.38658
[77] valid_0's poisson: -71.2917 valid_0's quantile: 9.35934
[78] valid_0's poisson: -71.3963 valid_0's quantile: 9.33261
[79] valid_0's poisson: -71.4963 valid_0's quantile: 9.30656
[80] valid_0's poisson: -71.5958 valid_0's quantile: 9.28062
[81] valid_0's poisson: -71.6989 valid_0's quantile: 9.25422
[82] valid_0's poisson: -71.7973 valid_0's quantile: 9.2286
[83] valid_0's poisson: -71.8994 valid_0's quantile: 9.2024
[84] valid_0's poisson: -72.0009 valid_0's quantile: 9.17638
[85] valid_0's poisson: -72.1018 valid_0's quantile: 9.15054
[86] valid_0's poisson: -72.2021 valid_0's quantile: 9.12493
[87] valid_0's poisson: -72.3019 valid_0's quantile: 9.09951
[88] valid_0's poisson: -72.3976 valid_0's quantile: 9.0745
[89] valid_0's poisson: -72.4964 valid_0's quantile: 9.04927
[90] valid_0's poisson: -72.5947 valid_0's quantile: 9.02422
[91] valid_0's poisson: -72.689 valid_0's quantile: 8.99962
[92] valid_0's poisson: -72.7828 valid_0's quantile: 8.97517
[93] valid_0's poisson: -72.8797 valid_0's quantile: 8.95044
[94] valid_0's poisson: -72.9642 valid_0's quantile: 8.92934
[95] valid_0's poisson: -73.0579 valid_0's quantile: 8.90541
[96] valid_0's poisson: -73.1534 valid_0's quantile: 8.88128
[97] valid_0's poisson: -73.2462 valid_0's quantile: 8.85757
[98] valid_0's poisson: -73.3385 valid_0's quantile: 8.83401
[99] valid_0's poisson: -73.4302 valid_0's quantile: 8.81057
[100] valid_0's poisson: -73.5208 valid_0's quantile: 8.78807
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -62.2754 valid_0's quantile: 11.6612
[2] valid_0's poisson: -62.3892 valid_0's quantile: 11.6253
[3] valid_0's poisson: -62.5021 valid_0's quantile: 11.5896
[4] valid_0's poisson: -62.6142 valid_0's quantile: 11.5542
[5] valid_0's poisson: -62.7255 valid_0's quantile: 11.5191
[6] valid_0's poisson: -62.836 valid_0's quantile: 11.4841
[7] valid_0's poisson: -62.9457 valid_0's quantile: 11.4494
[8] valid_0's poisson: -63.0545 valid_0's quantile: 11.4149
[9] valid_0's poisson: -63.1626 valid_0's quantile: 11.3805
[10] valid_0's poisson: -63.27 valid_0's quantile: 11.3463
[11] valid_0's poisson: -63.3765 valid_0's quantile: 11.3124
[12] valid_0's poisson: -63.4823 valid_0's quantile: 11.2786
[13] valid_0's poisson: -63.5874 valid_0's quantile: 11.2455
[14] valid_0's poisson: -63.6917 valid_0's quantile: 11.2125
[15] valid_0's poisson: -63.7952 valid_0's quantile: 11.1797
[16] valid_0's poisson: -63.8981 valid_0's quantile: 11.1471
[17] valid_0's poisson: -64.0018 valid_0's quantile: 11.1145
[18] valid_0's poisson: -64.1032 valid_0's quantile: 11.0826
[19] valid_0's poisson: -64.2055 valid_0's quantile: 11.0507
[20] valid_0's poisson: -64.3056 valid_0's quantile: 11.0194
[21] valid_0's poisson: -64.4065 valid_0's quantile: 10.9881
[22] valid_0's poisson: -64.5052 valid_0's quantile: 10.9571
[23] valid_0's poisson: -64.6032 valid_0's quantile: 10.9262
[24] valid_0's poisson: -64.7021 valid_0's quantile: 10.8955
[25] valid_0's poisson: -64.7989 valid_0's quantile: 10.8652
[26] valid_0's poisson: -64.8965 valid_0's quantile: 10.8352
[27] valid_0's poisson: -64.9919 valid_0's quantile: 10.8055
[28] valid_0's poisson: -65.0883 valid_0's quantile: 10.7759
[29] valid_0's poisson: -65.1824 valid_0's quantile: 10.7467
[30] valid_0's poisson: -65.2786 valid_0's quantile: 10.7176
[31] valid_0's poisson: -65.3913 valid_0's quantile: 10.6864
[32] valid_0's poisson: -65.5023 valid_0's quantile: 10.6552
[33] valid_0's poisson: -65.6136 valid_0's quantile: 10.6244
[34] valid_0's poisson: -65.7233 valid_0's quantile: 10.5937
[35] valid_0's poisson: -65.8333 valid_0's quantile: 10.5633
[36] valid_0's poisson: -65.9421 valid_0's quantile: 10.5331
[37] valid_0's poisson: -66.0514 valid_0's quantile: 10.5031
[38] valid_0's poisson: -66.1442 valid_0's quantile: 10.4755
[39] valid_0's poisson: -66.2511 valid_0's quantile: 10.4463
[40] valid_0's poisson: -66.3585 valid_0's quantile: 10.4173
[41] valid_0's poisson: -66.4641 valid_0's quantile: 10.3885
[42] valid_0's poisson: -66.5702 valid_0's quantile: 10.3599
[43] valid_0's poisson: -66.6756 valid_0's quantile: 10.3317
[44] valid_0's poisson: -66.7793 valid_0's quantile: 10.3038
[45] valid_0's poisson: -66.8836 valid_0's quantile: 10.276
[46] valid_0's poisson: -66.986 valid_0's quantile: 10.2483
[47] valid_0's poisson: -67.0876 valid_0's quantile: 10.2208
[48] valid_0's poisson: -67.189 valid_0's quantile: 10.1934
[49] valid_0's poisson: -67.3011 valid_0's quantile: 10.1627
[50] valid_0's poisson: -67.4132 valid_0's quantile: 10.1321
[51] valid_0's poisson: -67.5245 valid_0's quantile: 10.1017
[52] valid_0's poisson: -67.6352 valid_0's quantile: 10.0715
[53] valid_0's poisson: -67.7447 valid_0's quantile: 10.0416
[54] valid_0's poisson: -67.8541 valid_0's quantile: 10.0119
[55] valid_0's poisson: -67.9628 valid_0's quantile: 9.98223
[56] valid_0's poisson: -68.0708 valid_0's quantile: 9.95274
[57] valid_0's poisson: -68.1778 valid_0's quantile: 9.92362
[58] valid_0's poisson: -68.2846 valid_0's quantile: 9.8946
[59] valid_0's poisson: -68.3907 valid_0's quantile: 9.86583
[60] valid_0's poisson: -68.4928 valid_0's quantile: 9.8369
[61] valid_0's poisson: -68.5941 valid_0's quantile: 9.8084
[62] valid_0's poisson: -68.695 valid_0's quantile: 9.78043
[63] valid_0's poisson: -68.7952 valid_0's quantile: 9.75271
[64] valid_0's poisson: -68.8949 valid_0's quantile: 9.72521
[65] valid_0's poisson: -68.9979 valid_0's quantile: 9.69791
[66] valid_0's poisson: -69.0969 valid_0's quantile: 9.67064
[67] valid_0's poisson: -69.1952 valid_0's quantile: 9.64363
[68] valid_0's poisson: -69.2929 valid_0's quantile: 9.61686
[69] valid_0's poisson: -69.3771 valid_0's quantile: 9.59193
[70] valid_0's poisson: -69.4782 valid_0's quantile: 9.5654
[71] valid_0's poisson: -69.5788 valid_0's quantile: 9.53904
[72] valid_0's poisson: -69.6798 valid_0's quantile: 9.51263
[73] valid_0's poisson: -69.7678 valid_0's quantile: 9.48806
[74] valid_0's poisson: -69.8553 valid_0's quantile: 9.4636
[75] valid_0's poisson: -69.9557 valid_0's quantile: 9.43792
[76] valid_0's poisson: -70.052 valid_0's quantile: 9.41235
[77] valid_0's poisson: -70.1515 valid_0's quantile: 9.38699
[78] valid_0's poisson: -70.2358 valid_0's quantile: 9.36374
[79] valid_0's poisson: -70.3161 valid_0's quantile: 9.34045
[80] valid_0's poisson: -70.4135 valid_0's quantile: 9.31508
[81] valid_0's poisson: -70.5124 valid_0's quantile: 9.28961
[82] valid_0's poisson: -70.6108 valid_0's quantile: 9.26428
[83] valid_0's poisson: -70.7126 valid_0's quantile: 9.23896
[84] valid_0's poisson: -70.81 valid_0's quantile: 9.21391
[85] valid_0's poisson: -70.9027 valid_0's quantile: 9.19162
[86] valid_0's poisson: -71.0031 valid_0's quantile: 9.16671
[87] valid_0's poisson: -71.1029 valid_0's quantile: 9.14193
[88] valid_0's poisson: -71.2021 valid_0's quantile: 9.11724
[89] valid_0's poisson: -71.2928 valid_0's quantile: 9.09544
[90] valid_0's poisson: -71.383 valid_0's quantile: 9.07375
[91] valid_0's poisson: -71.4727 valid_0's quantile: 9.05214
[92] valid_0's poisson: -71.5616 valid_0's quantile: 9.03018
[93] valid_0's poisson: -71.65 valid_0's quantile: 9.00831
[94] valid_0's poisson: -71.7328 valid_0's quantile: 8.98718
[95] valid_0's poisson: -71.8151 valid_0's quantile: 8.96614
[96] valid_0's poisson: -71.8849 valid_0's quantile: 8.94696
[97] valid_0's poisson: -71.9812 valid_0's quantile: 8.92334
[98] valid_0's poisson: -72.077 valid_0's quantile: 8.89989
[99] valid_0's poisson: -72.1723 valid_0's quantile: 8.87673
[100] valid_0's poisson: -72.267 valid_0's quantile: 8.85376
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -63.345 valid_0's quantile: 11.2769
[2] valid_0's poisson: -64.603 valid_0's quantile: 10.882
[3] valid_0's poisson: -65.7262 valid_0's quantile: 10.4955
[4] valid_0's poisson: -66.8204 valid_0's quantile: 10.1791
[5] valid_0's poisson: -68.2369 valid_0's quantile: 9.81699
[6] valid_0's poisson: -69.5303 valid_0's quantile: 9.49765
[7] valid_0's poisson: -70.6659 valid_0's quantile: 9.23909
[8] valid_0's poisson: -71.8045 valid_0's quantile: 8.96382
[9] valid_0's poisson: -73.016 valid_0's quantile: 8.73009
[10] valid_0's poisson: -73.9866 valid_0's quantile: 8.49325
[11] valid_0's poisson: -75.0118 valid_0's quantile: 8.28107
[12] valid_0's poisson: -76.2765 valid_0's quantile: 8.07023
[13] valid_0's poisson: -77.1034 valid_0's quantile: 7.86815
[14] valid_0's poisson: -78.2367 valid_0's quantile: 7.68422
[15] valid_0's poisson: -78.9638 valid_0's quantile: 7.50622
[16] valid_0's poisson: -79.8122 valid_0's quantile: 7.35379
[17] valid_0's poisson: -80.809 valid_0's quantile: 7.20003
[18] valid_0's poisson: -81.5686 valid_0's quantile: 7.06671
[19] valid_0's poisson: -82.1939 valid_0's quantile: 6.91741
[20] valid_0's poisson: -83.106 valid_0's quantile: 6.78242
[21] valid_0's poisson: -83.857 valid_0's quantile: 6.63763
[22] valid_0's poisson: -84.57 valid_0's quantile: 6.52054
[23] valid_0's poisson: -85.3613 valid_0's quantile: 6.40872
[24] valid_0's poisson: -85.8417 valid_0's quantile: 6.30021
[25] valid_0's poisson: -86.5471 valid_0's quantile: 6.1973
[26] valid_0's poisson: -87.0617 valid_0's quantile: 6.09112
[27] valid_0's poisson: -87.6327 valid_0's quantile: 6.0022
[28] valid_0's poisson: -88.1488 valid_0's quantile: 5.92282
[29] valid_0's poisson: -88.5819 valid_0's quantile: 5.83695
[30] valid_0's poisson: -89.1505 valid_0's quantile: 5.75751
[31] valid_0's poisson: -89.6486 valid_0's quantile: 5.68971
[32] valid_0's poisson: -90.1166 valid_0's quantile: 5.62614
[33] valid_0's poisson: -90.5191 valid_0's quantile: 5.56188
[34] valid_0's poisson: -90.9015 valid_0's quantile: 5.49526
[35] valid_0's poisson: -91.1565 valid_0's quantile: 5.43693
[36] valid_0's poisson: -91.5212 valid_0's quantile: 5.386
[37] valid_0's poisson: -91.7648 valid_0's quantile: 5.3282
[38] valid_0's poisson: -92.112 valid_0's quantile: 5.28147
[39] valid_0's poisson: -92.4438 valid_0's quantile: 5.23873
[40] valid_0's poisson: -92.744 valid_0's quantile: 5.19969
[41] valid_0's poisson: -92.9099 valid_0's quantile: 5.15915
[42] valid_0's poisson: -93.1777 valid_0's quantile: 5.12461
[43] valid_0's poisson: -93.4218 valid_0's quantile: 5.09429
[44] valid_0's poisson: -93.6624 valid_0's quantile: 5.06169
[45] valid_0's poisson: -93.8695 valid_0's quantile: 5.03692
[46] valid_0's poisson: -94.0549 valid_0's quantile: 5.01035
[47] valid_0's poisson: -94.2386 valid_0's quantile: 4.98721
[48] valid_0's poisson: -94.4071 valid_0's quantile: 4.96723
[49] valid_0's poisson: -94.6109 valid_0's quantile: 4.94056
[50] valid_0's poisson: -94.6942 valid_0's quantile: 4.91036
[51] valid_0's poisson: -94.8149 valid_0's quantile: 4.88849
[52] valid_0's poisson: -94.9845 valid_0's quantile: 4.86646
[53] valid_0's poisson: -95.1423 valid_0's quantile: 4.84681
[54] valid_0's poisson: -95.289 valid_0's quantile: 4.82867
[55] valid_0's poisson: -95.4041 valid_0's quantile: 4.81495
[56] valid_0's poisson: -95.4945 valid_0's quantile: 4.79749
[57] valid_0's poisson: -95.618 valid_0's quantile: 4.78222
[58] valid_0's poisson: -95.7227 valid_0's quantile: 4.76936
[59] valid_0's poisson: -95.8291 valid_0's quantile: 4.75685
[60] valid_0's poisson: -95.9295 valid_0's quantile: 4.74531
[61] valid_0's poisson: -96.0214 valid_0's quantile: 4.73445
[62] valid_0's poisson: -96.0878 valid_0's quantile: 4.72099
[63] valid_0's poisson: -96.1537 valid_0's quantile: 4.70445
[64] valid_0's poisson: -96.2131 valid_0's quantile: 4.69744
[65] valid_0's poisson: -96.2113 valid_0's quantile: 4.67828
[66] valid_0's poisson: -96.2638 valid_0's quantile: 4.67272
[67] valid_0's poisson: -96.3058 valid_0's quantile: 4.66443
[68] valid_0's poisson: -96.3514 valid_0's quantile: 4.66044
[69] valid_0's poisson: -96.3958 valid_0's quantile: 4.65647
[70] valid_0's poisson: -96.4907 valid_0's quantile: 4.64655
[71] valid_0's poisson: -96.5792 valid_0's quantile: 4.63764
[72] valid_0's poisson: -96.6615 valid_0's quantile: 4.62938
[73] valid_0's poisson: -96.7266 valid_0's quantile: 4.61776
[74] valid_0's poisson: -96.7884 valid_0's quantile: 4.61165
[75] valid_0's poisson: -96.8344 valid_0's quantile: 4.60335
[76] valid_0's poisson: -96.9295 valid_0's quantile: 4.59385
[77] valid_0's poisson: -96.992 valid_0's quantile: 4.5876
[78] valid_0's poisson: -97.0051 valid_0's quantile: 4.57809
[79] valid_0's poisson: -97.0277 valid_0's quantile: 4.57599
[80] valid_0's poisson: -97.0488 valid_0's quantile: 4.574
[81] valid_0's poisson: -97.0612 valid_0's quantile: 4.56999
[82] valid_0's poisson: -97.1112 valid_0's quantile: 4.56504
[83] valid_0's poisson: -97.1318 valid_0's quantile: 4.56339
[84] valid_0's poisson: -97.1786 valid_0's quantile: 4.55888
[85] valid_0's poisson: -97.2176 valid_0's quantile: 4.55555
[86] valid_0's poisson: -97.2846 valid_0's quantile: 4.54943
[87] valid_0's poisson: -97.2967 valid_0's quantile: 4.54757
[88] valid_0's poisson: -97.2722 valid_0's quantile: 4.5399
[89] valid_0's poisson: -97.3019 valid_0's quantile: 4.53704
[90] valid_0's poisson: -97.327 valid_0's quantile: 4.53474
[91] valid_0's poisson: -97.3443 valid_0's quantile: 4.53305
[92] valid_0's poisson: -97.459 valid_0's quantile: 4.51885
[93] valid_0's poisson: -97.4739 valid_0's quantile: 4.51734
[94] valid_0's poisson: -97.5215 valid_0's quantile: 4.51167
[95] valid_0's poisson: -97.5641 valid_0's quantile: 4.50631
[96] valid_0's poisson: -97.6065 valid_0's quantile: 4.50129
[97] valid_0's poisson: -97.5895 valid_0's quantile: 4.49378
[98] valid_0's poisson: -97.694 valid_0's quantile: 4.48076
[99] valid_0's poisson: -97.682 valid_0's quantile: 4.47377
[100] valid_0's poisson: -97.6904 valid_0's quantile: 4.47155
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -63.3378 valid_0's quantile: 11.2741
[2] valid_0's poisson: -64.6188 valid_0's quantile: 10.8729
[3] valid_0's poisson: -65.7653 valid_0's quantile: 10.5239
[4] valid_0's poisson: -66.9809 valid_0's quantile: 10.1546
[5] valid_0's poisson: -68.2547 valid_0's quantile: 9.80989
[6] valid_0's poisson: -69.585 valid_0's quantile: 9.48603
[7] valid_0's poisson: -70.8384 valid_0's quantile: 9.21021
[8] valid_0's poisson: -71.964 valid_0's quantile: 8.93431
[9] valid_0's poisson: -73.0188 valid_0's quantile: 8.68592
[10] valid_0's poisson: -74.1388 valid_0's quantile: 8.4606
[11] valid_0's poisson: -75.4502 valid_0's quantile: 8.23546
[12] valid_0's poisson: -76.3475 valid_0's quantile: 8.02047
[13] valid_0's poisson: -77.5281 valid_0's quantile: 7.82522
[14] valid_0's poisson: -78.5254 valid_0's quantile: 7.642
[15] valid_0's poisson: -79.2593 valid_0's quantile: 7.46188
[16] valid_0's poisson: -80.2431 valid_0's quantile: 7.30029
[17] valid_0's poisson: -80.891 valid_0's quantile: 7.14259
[18] valid_0's poisson: -81.7634 valid_0's quantile: 7.00217
[19] valid_0's poisson: -82.648 valid_0's quantile: 6.86711
[20] valid_0's poisson: -83.2497 valid_0's quantile: 6.72734
[21] valid_0's poisson: -84.0132 valid_0's quantile: 6.59982
[22] valid_0's poisson: -84.7931 valid_0's quantile: 6.47793
[23] valid_0's poisson: -85.3079 valid_0's quantile: 6.3639
[24] valid_0's poisson: -85.9695 valid_0's quantile: 6.25825
[25] valid_0's poisson: -86.5141 valid_0's quantile: 6.14544
[26] valid_0's poisson: -87.139 valid_0's quantile: 6.05147
[27] valid_0's poisson: -87.7349 valid_0's quantile: 5.97176
[28] valid_0's poisson: -88.2818 valid_0's quantile: 5.89625
[29] valid_0's poisson: -88.801 valid_0's quantile: 5.81706
[30] valid_0's poisson: -89.2919 valid_0's quantile: 5.75014
[31] valid_0's poisson: -89.6118 valid_0's quantile: 5.68383
[32] valid_0's poisson: -90.0549 valid_0's quantile: 5.61901
[33] valid_0's poisson: -90.4429 valid_0's quantile: 5.55353
[34] valid_0's poisson: -90.828 valid_0's quantile: 5.4955
[35] valid_0's poisson: -91.1084 valid_0's quantile: 5.43042
[36] valid_0's poisson: -91.4766 valid_0's quantile: 5.38129
[37] valid_0's poisson: -91.8187 valid_0's quantile: 5.33613
[38] valid_0's poisson: -92.0298 valid_0's quantile: 5.2904
[39] valid_0's poisson: -92.3379 valid_0's quantile: 5.25047
[40] valid_0's poisson: -92.6188 valid_0's quantile: 5.21387
[41] valid_0's poisson: -92.8646 valid_0's quantile: 5.17645
[42] valid_0's poisson: -93.0909 valid_0's quantile: 5.14859
[43] valid_0's poisson: -93.3012 valid_0's quantile: 5.12165
[44] valid_0's poisson: -93.5794 valid_0's quantile: 5.08514
[45] valid_0's poisson: -93.8384 valid_0's quantile: 5.05091
[46] valid_0's poisson: -93.9631 valid_0's quantile: 5.01241
[47] valid_0's poisson: -94.1244 valid_0's quantile: 4.98472
[48] valid_0's poisson: -94.3447 valid_0's quantile: 4.95518
[49] valid_0's poisson: -94.4971 valid_0's quantile: 4.93567
[50] valid_0's poisson: -94.5915 valid_0's quantile: 4.90001
[51] valid_0's poisson: -94.7792 valid_0's quantile: 4.87478
[52] valid_0's poisson: -94.9021 valid_0's quantile: 4.85419
[53] valid_0's poisson: -95.0706 valid_0's quantile: 4.8314
[54] valid_0's poisson: -95.2209 valid_0's quantile: 4.81215
[55] valid_0's poisson: -95.3607 valid_0's quantile: 4.79442
[56] valid_0's poisson: -95.4832 valid_0's quantile: 4.76983
[57] valid_0's poisson: -95.5713 valid_0's quantile: 4.75428
[58] valid_0's poisson: -95.6017 valid_0's quantile: 4.72831
[59] valid_0's poisson: -95.7239 valid_0's quantile: 4.71246
[60] valid_0's poisson: -95.8339 valid_0's quantile: 4.6973
[61] valid_0's poisson: -95.9413 valid_0's quantile: 4.68343
[62] valid_0's poisson: -96.0433 valid_0's quantile: 4.67034
[63] valid_0's poisson: -96.1333 valid_0's quantile: 4.65977
[64] valid_0's poisson: -96.1868 valid_0's quantile: 4.65249
[65] valid_0's poisson: -96.2368 valid_0's quantile: 4.64017
[66] valid_0's poisson: -96.2822 valid_0's quantile: 4.6289
[67] valid_0's poisson: -96.3237 valid_0's quantile: 4.61917
[68] valid_0's poisson: -96.4216 valid_0's quantile: 4.6043
[69] valid_0's poisson: -96.5202 valid_0's quantile: 4.59318
[70] valid_0's poisson: -96.6121 valid_0's quantile: 4.58291
[71] valid_0's poisson: -96.6866 valid_0's quantile: 4.56951
[72] valid_0's poisson: -96.7582 valid_0's quantile: 4.55857
[73] valid_0's poisson: -96.8673 valid_0's quantile: 4.54718
[74] valid_0's poisson: -96.9002 valid_0's quantile: 4.54385
[75] valid_0's poisson: -96.9991 valid_0's quantile: 4.53357
[76] valid_0's poisson: -97.0912 valid_0's quantile: 4.52458
[77] valid_0's poisson: -97.1769 valid_0's quantile: 4.51641
[78] valid_0's poisson: -97.2199 valid_0's quantile: 4.50742
[79] valid_0's poisson: -97.2641 valid_0's quantile: 4.50029
[80] valid_0's poisson: -97.2743 valid_0's quantile: 4.49285
[81] valid_0's poisson: -97.293 valid_0's quantile: 4.48753
[82] valid_0's poisson: -97.3353 valid_0's quantile: 4.48349
[83] valid_0's poisson: -97.3785 valid_0's quantile: 4.47984
[84] valid_0's poisson: -97.4081 valid_0's quantile: 4.47374
[85] valid_0's poisson: -97.4194 valid_0's quantile: 4.47046
[86] valid_0's poisson: -97.4464 valid_0's quantile: 4.46519
[87] valid_0's poisson: -97.4859 valid_0's quantile: 4.46144
[88] valid_0's poisson: -97.5196 valid_0's quantile: 4.45695
[89] valid_0's poisson: -97.5529 valid_0's quantile: 4.45363
[90] valid_0's poisson: -97.5661 valid_0's quantile: 4.45179
[91] valid_0's poisson: -97.5892 valid_0's quantile: 4.44966
[92] valid_0's poisson: -97.626 valid_0's quantile: 4.44714
[93] valid_0's poisson: -97.6487 valid_0's quantile: 4.4445
[94] valid_0's poisson: -97.6932 valid_0's quantile: 4.43882
[95] valid_0's poisson: -97.7361 valid_0's quantile: 4.4338
[96] valid_0's poisson: -97.7744 valid_0's quantile: 4.42856
[97] valid_0's poisson: -97.7909 valid_0's quantile: 4.42388
[98] valid_0's poisson: -97.8246 valid_0's quantile: 4.4193
[99] valid_0's poisson: -97.8569 valid_0's quantile: 4.41651
[100] valid_0's poisson: -97.8781 valid_0's quantile: 4.41423
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -63.9444 valid_0's quantile: 11.2556
[2] valid_0's poisson: -65.2008 valid_0's quantile: 10.8457
[3] valid_0's poisson: -65.9547 valid_0's quantile: 10.5282
[4] valid_0's poisson: -66.9731 valid_0's quantile: 10.161
[5] valid_0's poisson: -68.3398 valid_0's quantile: 9.78841
[6] valid_0's poisson: -69.664 valid_0's quantile: 9.48932
[7] valid_0's poisson: -70.8298 valid_0's quantile: 9.18567
[8] valid_0's poisson: -71.9202 valid_0's quantile: 8.94044
[9] valid_0's poisson: -72.9368 valid_0's quantile: 8.68404
[10] valid_0's poisson: -74.2553 valid_0's quantile: 8.45175
[11] valid_0's poisson: -75.1479 valid_0's quantile: 8.22406
[12] valid_0's poisson: -76.3492 valid_0's quantile: 8.01924
[13] valid_0's poisson: -77.1198 valid_0's quantile: 7.81571
[14] valid_0's poisson: -78.2137 valid_0's quantile: 7.63917
[15] valid_0's poisson: -78.8915 valid_0's quantile: 7.45988
[16] valid_0's poisson: -79.7457 valid_0's quantile: 7.30121
[17] valid_0's poisson: -80.684 valid_0's quantile: 7.15274
[18] valid_0's poisson: -81.4438 valid_0's quantile: 7.01431
[19] valid_0's poisson: -82.0572 valid_0's quantile: 6.8637
[20] valid_0's poisson: -82.8466 valid_0's quantile: 6.71678
[21] valid_0's poisson: -83.6856 valid_0's quantile: 6.59308
[22] valid_0's poisson: -84.4304 valid_0's quantile: 6.4741
[23] valid_0's poisson: -84.9239 valid_0's quantile: 6.36253
[24] valid_0's poisson: -85.6471 valid_0's quantile: 6.25609
[25] valid_0's poisson: -86.3438 valid_0's quantile: 6.15347
[26] valid_0's poisson: -86.9838 valid_0's quantile: 6.0671
[27] valid_0's poisson: -87.3596 valid_0's quantile: 5.98246
[28] valid_0's poisson: -87.9351 valid_0's quantile: 5.89837
[29] valid_0's poisson: -88.4869 valid_0's quantile: 5.82631
[30] valid_0's poisson: -88.9685 valid_0's quantile: 5.7512
[31] valid_0's poisson: -89.3268 valid_0's quantile: 5.67336
[32] valid_0's poisson: -89.7952 valid_0's quantile: 5.61231
[33] valid_0's poisson: -90.2249 valid_0's quantile: 5.55501
[34] valid_0's poisson: -90.6216 valid_0's quantile: 5.49879
[35] valid_0's poisson: -90.8729 valid_0's quantile: 5.44325
[36] valid_0's poisson: -91.2385 valid_0's quantile: 5.39099
[37] valid_0's poisson: -91.5465 valid_0's quantile: 5.33935
[38] valid_0's poisson: -91.7591 valid_0's quantile: 5.28727
[39] valid_0's poisson: -92.0804 valid_0's quantile: 5.24659
[40] valid_0's poisson: -92.4201 valid_0's quantile: 5.20167
[41] valid_0's poisson: -92.7114 valid_0's quantile: 5.16528
[42] valid_0's poisson: -92.9685 valid_0's quantile: 5.13435
[43] valid_0's poisson: -93.2675 valid_0's quantile: 5.09545
[44] valid_0's poisson: -93.491 valid_0's quantile: 5.0673
[45] valid_0's poisson: -93.6252 valid_0's quantile: 5.02851
[46] valid_0's poisson: -93.8792 valid_0's quantile: 4.99447
[47] valid_0's poisson: -94.1112 valid_0's quantile: 4.96343
[48] valid_0's poisson: -94.2734 valid_0's quantile: 4.93852
[49] valid_0's poisson: -94.4319 valid_0's quantile: 4.9083
[50] valid_0's poisson: -94.6348 valid_0's quantile: 4.88176
[51] valid_0's poisson: -94.7052 valid_0's quantile: 4.85005
[52] valid_0's poisson: -94.885 valid_0's quantile: 4.82691
[53] valid_0's poisson: -95.0066 valid_0's quantile: 4.80472
[54] valid_0's poisson: -95.1651 valid_0's quantile: 4.78475
[55] valid_0's poisson: -95.2732 valid_0's quantile: 4.76644
[56] valid_0's poisson: -95.4114 valid_0's quantile: 4.74877
[57] valid_0's poisson: -95.4416 valid_0's quantile: 4.72705
[58] valid_0's poisson: -95.523 valid_0's quantile: 4.71167
[59] valid_0's poisson: -95.6125 valid_0's quantile: 4.69609
[60] valid_0's poisson: -95.7267 valid_0's quantile: 4.68162
[61] valid_0's poisson: -95.734 valid_0's quantile: 4.66089
[62] valid_0's poisson: -95.836 valid_0's quantile: 4.64864
[63] valid_0's poisson: -95.9355 valid_0's quantile: 4.63729
[64] valid_0's poisson: -96.0151 valid_0's quantile: 4.62838
[65] valid_0's poisson: -96.094 valid_0's quantile: 4.61938
[66] valid_0's poisson: -96.1514 valid_0's quantile: 4.60852
[67] valid_0's poisson: -96.2041 valid_0's quantile: 4.60271
[68] valid_0's poisson: -96.1887 valid_0's quantile: 4.58526
[69] valid_0's poisson: -96.2613 valid_0's quantile: 4.57694
[70] valid_0's poisson: -96.3355 valid_0's quantile: 4.56954
[71] valid_0's poisson: -96.3753 valid_0's quantile: 4.56515
[72] valid_0's poisson: -96.4126 valid_0's quantile: 4.56156
[73] valid_0's poisson: -96.4964 valid_0's quantile: 4.55239
[74] valid_0's poisson: -96.5745 valid_0's quantile: 4.54387
[75] valid_0's poisson: -96.6285 valid_0's quantile: 4.53758
[76] valid_0's poisson: -96.6788 valid_0's quantile: 4.5319
[77] valid_0's poisson: -96.7429 valid_0's quantile: 4.52462
[78] valid_0's poisson: -96.8035 valid_0's quantile: 4.51846
[79] valid_0's poisson: -96.86 valid_0's quantile: 4.51294
[80] valid_0's poisson: -96.8956 valid_0's quantile: 4.5035
[81] valid_0's poisson: -96.9439 valid_0's quantile: 4.49864
[82] valid_0's poisson: -96.9533 valid_0's quantile: 4.48811
[83] valid_0's poisson: -97.022 valid_0's quantile: 4.48159
[84] valid_0's poisson: -97.061 valid_0's quantile: 4.47776
[85] valid_0's poisson: -97.0754 valid_0's quantile: 4.47634
[86] valid_0's poisson: -97.1134 valid_0's quantile: 4.47292
[87] valid_0's poisson: -97.1434 valid_0's quantile: 4.46784
[88] valid_0's poisson: -97.1783 valid_0's quantile: 4.46486
[89] valid_0's poisson: -97.21 valid_0's quantile: 4.46218
[90] valid_0's poisson: -97.2586 valid_0's quantile: 4.45697
[91] valid_0's poisson: -97.2656 valid_0's quantile: 4.4544
[92] valid_0's poisson: -97.3088 valid_0's quantile: 4.44932
[93] valid_0's poisson: -97.3308 valid_0's quantile: 4.44769
[94] valid_0's poisson: -97.3582 valid_0's quantile: 4.44557
[95] valid_0's poisson: -97.3946 valid_0's quantile: 4.44101
[96] valid_0's poisson: -97.4342 valid_0's quantile: 4.43761
[97] valid_0's poisson: -97.4783 valid_0's quantile: 4.4338
[98] valid_0's poisson: -97.5126 valid_0's quantile: 4.4308
[99] valid_0's poisson: -97.536 valid_0's quantile: 4.42707
[100] valid_0's poisson: -97.5082 valid_0's quantile: 4.41947
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -64.8136 valid_0's quantile: 11.225
[2] valid_0's poisson: -65.9495 valid_0's quantile: 10.779
[3] valid_0's poisson: -67.1174 valid_0's quantile: 10.4161
[4] valid_0's poisson: -68.5518 valid_0's quantile: 10.0706
[5] valid_0's poisson: -69.6263 valid_0's quantile: 9.72556
[6] valid_0's poisson: -70.8365 valid_0's quantile: 9.39615
[7] valid_0's poisson: -72.0105 valid_0's quantile: 9.12697
[8] valid_0's poisson: -72.9924 valid_0's quantile: 8.86026
[9] valid_0's poisson: -73.958 valid_0's quantile: 8.61269
[10] valid_0's poisson: -75.0769 valid_0's quantile: 8.38501
[11] valid_0's poisson: -76.3354 valid_0's quantile: 8.16289
[12] valid_0's poisson: -77.3587 valid_0's quantile: 7.96287
[13] valid_0's poisson: -78.125 valid_0's quantile: 7.76634
[14] valid_0's poisson: -79.2147 valid_0's quantile: 7.58568
[15] valid_0's poisson: -79.8957 valid_0's quantile: 7.41035
[16] valid_0's poisson: -80.848 valid_0's quantile: 7.24896
[17] valid_0's poisson: -81.4447 valid_0's quantile: 7.0943
[18] valid_0's poisson: -82.1896 valid_0's quantile: 6.95802
[19] valid_0's poisson: -83.0985 valid_0's quantile: 6.81824
[20] valid_0's poisson: -83.8331 valid_0's quantile: 6.69259
[21] valid_0's poisson: -84.4943 valid_0's quantile: 6.551
[22] valid_0's poisson: -85.2755 valid_0's quantile: 6.43117
[23] valid_0's poisson: -85.7824 valid_0's quantile: 6.32061
[24] valid_0's poisson: -86.4251 valid_0's quantile: 6.21584
[25] valid_0's poisson: -87.0838 valid_0's quantile: 6.11702
[26] valid_0's poisson: -87.5132 valid_0's quantile: 6.02469
[27] valid_0's poisson: -88.1088 valid_0's quantile: 5.9342
[28] valid_0's poisson: -88.6031 valid_0's quantile: 5.85707
[29] valid_0's poisson: -89.1076 valid_0's quantile: 5.78156
[30] valid_0's poisson: -89.6004 valid_0's quantile: 5.70771
[31] valid_0's poisson: -89.9363 valid_0's quantile: 5.63575
[32] valid_0's poisson: -90.3886 valid_0's quantile: 5.5758
[33] valid_0's poisson: -90.6601 valid_0's quantile: 5.51781
[34] valid_0's poisson: -91.0178 valid_0's quantile: 5.45821
[35] valid_0's poisson: -91.2696 valid_0's quantile: 5.39899
[36] valid_0's poisson: -91.5881 valid_0's quantile: 5.34296
[37] valid_0's poisson: -91.9455 valid_0's quantile: 5.29648
[38] valid_0's poisson: -92.1363 valid_0's quantile: 5.25315
[39] valid_0's poisson: -92.4057 valid_0's quantile: 5.21373
[40] valid_0's poisson: -92.5802 valid_0's quantile: 5.1715
[41] valid_0's poisson: -92.8586 valid_0's quantile: 5.13532
[42] valid_0's poisson: -93.095 valid_0's quantile: 5.10444
[43] valid_0's poisson: -93.3869 valid_0's quantile: 5.06597
[44] valid_0's poisson: -93.5961 valid_0's quantile: 5.03951
[45] valid_0's poisson: -93.7806 valid_0's quantile: 5.01042
[46] valid_0's poisson: -94.0326 valid_0's quantile: 4.97791
[47] valid_0's poisson: -94.2671 valid_0's quantile: 4.94807
[48] valid_0's poisson: -94.4299 valid_0's quantile: 4.92287
[49] valid_0's poisson: -94.5861 valid_0's quantile: 4.89582
[50] valid_0's poisson: -94.7879 valid_0's quantile: 4.87003
[51] valid_0's poisson: -94.9127 valid_0's quantile: 4.84619
[52] valid_0's poisson: -95.0891 valid_0's quantile: 4.82336
[53] valid_0's poisson: -95.2531 valid_0's quantile: 4.80214
[54] valid_0's poisson: -95.3676 valid_0's quantile: 4.78781
[55] valid_0's poisson: -95.4155 valid_0's quantile: 4.76221
[56] valid_0's poisson: -95.5541 valid_0's quantile: 4.74455
[57] valid_0's poisson: -95.6829 valid_0's quantile: 4.72847
[58] valid_0's poisson: -95.7778 valid_0's quantile: 4.71673
[59] valid_0's poisson: -95.8991 valid_0's quantile: 4.70267
[60] valid_0's poisson: -96.0262 valid_0's quantile: 4.67908
[61] valid_0's poisson: -96.0631 valid_0's quantile: 4.66167
[62] valid_0's poisson: -96.1125 valid_0's quantile: 4.64945
[63] valid_0's poisson: -96.2335 valid_0's quantile: 4.63674
[64] valid_0's poisson: -96.3462 valid_0's quantile: 4.62528
[65] valid_0's poisson: -96.4294 valid_0's quantile: 4.61075
[66] valid_0's poisson: -96.5161 valid_0's quantile: 4.59511
[67] valid_0's poisson: -96.6102 valid_0's quantile: 4.58311
[68] valid_0's poisson: -96.6933 valid_0's quantile: 4.57465
[69] valid_0's poisson: -96.8187 valid_0's quantile: 4.56138
[70] valid_0's poisson: -96.9004 valid_0's quantile: 4.5526
[71] valid_0's poisson: -96.9731 valid_0's quantile: 4.54549
[72] valid_0's poisson: -97.0396 valid_0's quantile: 4.53762
[73] valid_0's poisson: -97.0777 valid_0's quantile: 4.52899
[74] valid_0's poisson: -97.1363 valid_0's quantile: 4.52355
[75] valid_0's poisson: -97.1905 valid_0's quantile: 4.51653
[76] valid_0's poisson: -97.2606 valid_0's quantile: 4.50931
[77] valid_0's poisson: -97.2895 valid_0's quantile: 4.50687
[78] valid_0's poisson: -97.3375 valid_0's quantile: 4.50168
[79] valid_0's poisson: -97.3199 valid_0's quantile: 4.4925
[80] valid_0's poisson: -97.3659 valid_0's quantile: 4.48809
[81] valid_0's poisson: -97.4087 valid_0's quantile: 4.48418
[82] valid_0's poisson: -97.4486 valid_0's quantile: 4.48059
[83] valid_0's poisson: -97.4643 valid_0's quantile: 4.47793
[84] valid_0's poisson: -97.4832 valid_0's quantile: 4.47496
[85] valid_0's poisson: -97.5177 valid_0's quantile: 4.47166
[86] valid_0's poisson: -97.531 valid_0's quantile: 4.46935
[87] valid_0's poisson: -97.5579 valid_0's quantile: 4.46644
[88] valid_0's poisson: -97.5759 valid_0's quantile: 4.46415
[89] valid_0's poisson: -97.5997 valid_0's quantile: 4.45914
[90] valid_0's poisson: -97.6346 valid_0's quantile: 4.45549
[91] valid_0's poisson: -97.6045 valid_0's quantile: 4.44857
[92] valid_0's poisson: -97.6374 valid_0's quantile: 4.44402
[93] valid_0's poisson: -97.6243 valid_0's quantile: 4.4373
[94] valid_0's poisson: -97.6373 valid_0's quantile: 4.43616
[95] valid_0's poisson: -97.624 valid_0's quantile: 4.43038
[96] valid_0's poisson: -97.6563 valid_0's quantile: 4.42817
[97] valid_0's poisson: -97.6903 valid_0's quantile: 4.42547
[98] valid_0's poisson: -97.7121 valid_0's quantile: 4.4239
[99] valid_0's poisson: -97.7381 valid_0's quantile: 4.42198
[100] valid_0's poisson: -97.761 valid_0's quantile: 4.41991
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -63.3697 valid_0's quantile: 11.2654
[2] valid_0's poisson: -64.4335 valid_0's quantile: 10.8878
[3] valid_0's poisson: -65.5686 valid_0's quantile: 10.484
[4] valid_0's poisson: -66.6717 valid_0's quantile: 10.166
[5] valid_0's poisson: -67.9496 valid_0's quantile: 9.80615
[6] valid_0's poisson: -69.2652 valid_0's quantile: 9.47381
[7] valid_0's poisson: -70.4772 valid_0's quantile: 9.17548
[8] valid_0's poisson: -71.6954 valid_0's quantile: 8.9197
[9] valid_0's poisson: -72.7342 valid_0's quantile: 8.6713
[10] valid_0's poisson: -73.9169 valid_0's quantile: 8.44243
[11] valid_0's poisson: -74.8421 valid_0's quantile: 8.22167
[12] valid_0's poisson: -76.11 valid_0's quantile: 8.00752
[13] valid_0's poisson: -77.2994 valid_0's quantile: 7.8131
[14] valid_0's poisson: -78.2928 valid_0's quantile: 7.63441
[15] valid_0's poisson: -79.0166 valid_0's quantile: 7.45618
[16] valid_0's poisson: -79.6825 valid_0's quantile: 7.29387
[17] valid_0's poisson: -80.4837 valid_0's quantile: 7.13958
[18] valid_0's poisson: -81.4159 valid_0's quantile: 6.99013
[19] valid_0's poisson: -82.2813 valid_0's quantile: 6.85423
[20] valid_0's poisson: -83.017 valid_0's quantile: 6.72547
[21] valid_0's poisson: -83.7705 valid_0's quantile: 6.60293
[22] valid_0's poisson: -84.3169 valid_0's quantile: 6.48387
[23] valid_0's poisson: -85.0523 valid_0's quantile: 6.36508
[24] valid_0's poisson: -85.7849 valid_0's quantile: 6.25792
[25] valid_0's poisson: -86.2512 valid_0's quantile: 6.15879
[26] valid_0's poisson: -86.8224 valid_0's quantile: 6.07102
[27] valid_0's poisson: -87.424 valid_0's quantile: 5.97554
[28] valid_0's poisson: -87.996 valid_0's quantile: 5.8972
[29] valid_0's poisson: -88.3735 valid_0's quantile: 5.81875
[30] valid_0's poisson: -88.8867 valid_0's quantile: 5.74224
[31] valid_0's poisson: -89.3545 valid_0's quantile: 5.67387
[32] valid_0's poisson: -89.7084 valid_0's quantile: 5.60092
[33] valid_0's poisson: -90.1357 valid_0's quantile: 5.54173
[34] valid_0's poisson: -90.5326 valid_0's quantile: 5.48673
[35] valid_0's poisson: -90.9066 valid_0's quantile: 5.4366
[36] valid_0's poisson: -91.2488 valid_0's quantile: 5.3912
[37] valid_0's poisson: -91.4778 valid_0's quantile: 5.34202
[38] valid_0's poisson: -91.7737 valid_0's quantile: 5.29099
[39] valid_0's poisson: -92.0005 valid_0's quantile: 5.23956
[40] valid_0's poisson: -92.2719 valid_0's quantile: 5.19896
[41] valid_0's poisson: -92.5163 valid_0's quantile: 5.16907
[42] valid_0's poisson: -92.7438 valid_0's quantile: 5.14114
[43] valid_0's poisson: -92.9604 valid_0's quantile: 5.11346
[44] valid_0's poisson: -93.2666 valid_0's quantile: 5.07426
[45] valid_0's poisson: -93.4591 valid_0's quantile: 5.05044
[46] valid_0's poisson: -93.7263 valid_0's quantile: 5.01528
[47] valid_0's poisson: -93.9749 valid_0's quantile: 4.98248
[48] valid_0's poisson: -94.0915 valid_0's quantile: 4.94714
[49] valid_0's poisson: -94.3126 valid_0's quantile: 4.91802
[50] valid_0's poisson: -94.469 valid_0's quantile: 4.88643
[51] valid_0's poisson: -94.6624 valid_0's quantile: 4.86084
[52] valid_0's poisson: -94.8403 valid_0's quantile: 4.83799
[53] valid_0's poisson: -94.9593 valid_0's quantile: 4.81811
[54] valid_0's poisson: -95.0305 valid_0's quantile: 4.79
[55] valid_0's poisson: -95.1362 valid_0's quantile: 4.77129
[56] valid_0's poisson: -95.2843 valid_0's quantile: 4.75207
[57] valid_0's poisson: -95.4215 valid_0's quantile: 4.73502
[58] valid_0's poisson: -95.5139 valid_0's quantile: 4.7174
[59] valid_0's poisson: -95.6361 valid_0's quantile: 4.70214
[60] valid_0's poisson: -95.7496 valid_0's quantile: 4.68827
[61] valid_0's poisson: -95.8152 valid_0's quantile: 4.67636
[62] valid_0's poisson: -95.8849 valid_0's quantile: 4.66714
[63] valid_0's poisson: -95.9405 valid_0's quantile: 4.65513
[64] valid_0's poisson: -96.001 valid_0's quantile: 4.64836
[65] valid_0's poisson: -96.0564 valid_0's quantile: 4.641
[66] valid_0's poisson: -96.0998 valid_0's quantile: 4.63098
[67] valid_0's poisson: -96.1499 valid_0's quantile: 4.62376
[68] valid_0's poisson: -96.2552 valid_0's quantile: 4.60702
[69] valid_0's poisson: -96.3984 valid_0's quantile: 4.59097
[70] valid_0's poisson: -96.4994 valid_0's quantile: 4.57925
[71] valid_0's poisson: -96.6266 valid_0's quantile: 4.56584
[72] valid_0's poisson: -96.7141 valid_0's quantile: 4.55688
[73] valid_0's poisson: -96.7955 valid_0's quantile: 4.54642
[74] valid_0's poisson: -96.9019 valid_0's quantile: 4.53507
[75] valid_0's poisson: -96.9345 valid_0's quantile: 4.53195
[76] valid_0's poisson: -97.0019 valid_0's quantile: 4.52285
[77] valid_0's poisson: -97.094 valid_0's quantile: 4.51312
[78] valid_0's poisson: -97.154 valid_0's quantile: 4.50706
[79] valid_0's poisson: -97.164 valid_0's quantile: 4.49781
[80] valid_0's poisson: -97.1825 valid_0's quantile: 4.49452
[81] valid_0's poisson: -97.2011 valid_0's quantile: 4.48995
[82] valid_0's poisson: -97.218 valid_0's quantile: 4.48602
[83] valid_0's poisson: -97.2972 valid_0's quantile: 4.47773
[84] valid_0's poisson: -97.3143 valid_0's quantile: 4.47575
[85] valid_0's poisson: -97.3054 valid_0's quantile: 4.47111
[86] valid_0's poisson: -97.3202 valid_0's quantile: 4.46933
[87] valid_0's poisson: -97.3664 valid_0's quantile: 4.46453
[88] valid_0's poisson: -97.3982 valid_0's quantile: 4.46076
[89] valid_0's poisson: -97.4248 valid_0's quantile: 4.45773
[90] valid_0's poisson: -97.4653 valid_0's quantile: 4.45276
[91] valid_0's poisson: -97.4703 valid_0's quantile: 4.44557
[92] valid_0's poisson: -97.5083 valid_0's quantile: 4.44165
[93] valid_0's poisson: -97.481 valid_0's quantile: 4.43512
[94] valid_0's poisson: -97.5048 valid_0's quantile: 4.43158
[95] valid_0's poisson: -97.5417 valid_0's quantile: 4.42764
[96] valid_0's poisson: -97.5273 valid_0's quantile: 4.42235
[97] valid_0's poisson: -97.535 valid_0's quantile: 4.42056
[98] valid_0's poisson: -97.5676 valid_0's quantile: 4.41777
[99] valid_0's poisson: -97.5989 valid_0's quantile: 4.41512
[100] valid_0's poisson: -97.6326 valid_0's quantile: 4.41248
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.6214 valid_0's quantile: 11.5532
[2] valid_0's poisson: -63.123 valid_0's quantile: 11.4057
[3] valid_0's poisson: -63.6132 valid_0's quantile: 11.2609
[4] valid_0's poisson: -64.0906 valid_0's quantile: 11.121
[5] valid_0's poisson: -64.5618 valid_0's quantile: 10.984
[6] valid_0's poisson: -65.0208 valid_0's quantile: 10.8509
[7] valid_0's poisson: -65.4634 valid_0's quantile: 10.7238
[8] valid_0's poisson: -65.8909 valid_0's quantile: 10.6007
[9] valid_0's poisson: -66.3156 valid_0's quantile: 10.48
[10] valid_0's poisson: -66.7262 valid_0's quantile: 10.3636
[11] valid_0's poisson: -67.1304 valid_0's quantile: 10.2513
[12] valid_0's poisson: -67.5172 valid_0's quantile: 10.1427
[13] valid_0's poisson: -67.9149 valid_0's quantile: 10.0346
[14] valid_0's poisson: -68.2537 valid_0's quantile: 9.93595
[15] valid_0's poisson: -68.6793 valid_0's quantile: 9.82183
[16] valid_0's poisson: -69.0561 valid_0's quantile: 9.72184
[17] valid_0's poisson: -69.4213 valid_0's quantile: 9.6251
[18] valid_0's poisson: -69.8213 valid_0's quantile: 9.51882
[19] valid_0's poisson: -70.2076 valid_0's quantile: 9.417
[20] valid_0's poisson: -70.5924 valid_0's quantile: 9.31792
[21] valid_0's poisson: -70.9586 valid_0's quantile: 9.22225
[22] valid_0's poisson: -71.3607 valid_0's quantile: 9.12425
[23] valid_0's poisson: -71.7584 valid_0's quantile: 9.02771
[24] valid_0's poisson: -72.1661 valid_0's quantile: 8.9312
[25] valid_0's poisson: -72.5644 valid_0's quantile: 8.8371
[26] valid_0's poisson: -72.9546 valid_0's quantile: 8.74508
[27] valid_0's poisson: -73.3374 valid_0's quantile: 8.65233
[28] valid_0's poisson: -73.712 valid_0's quantile: 8.56195
[29] valid_0's poisson: -74.0786 valid_0's quantile: 8.4745
[30] valid_0's poisson: -74.448 valid_0's quantile: 8.38895
[31] valid_0's poisson: -74.8013 valid_0's quantile: 8.30491
[32] valid_0's poisson: -75.1474 valid_0's quantile: 8.22333
[33] valid_0's poisson: -75.4697 valid_0's quantile: 8.14449
[34] valid_0's poisson: -75.7871 valid_0's quantile: 8.06712
[35] valid_0's poisson: -76.0993 valid_0's quantile: 7.99006
[36] valid_0's poisson: -76.4297 valid_0's quantile: 7.91965
[37] valid_0's poisson: -76.7431 valid_0's quantile: 7.84585
[38] valid_0's poisson: -77.0395 valid_0's quantile: 7.77259
[39] valid_0's poisson: -77.3184 valid_0's quantile: 7.70309
[40] valid_0's poisson: -77.6048 valid_0's quantile: 7.63315
[41] valid_0's poisson: -77.8854 valid_0's quantile: 7.56576
[42] valid_0's poisson: -78.1604 valid_0's quantile: 7.49962
[43] valid_0's poisson: -78.4638 valid_0's quantile: 7.43606
[44] valid_0's poisson: -78.7612 valid_0's quantile: 7.37484
[45] valid_0's poisson: -79.0677 valid_0's quantile: 7.30738
[46] valid_0's poisson: -79.3269 valid_0's quantile: 7.24529
[47] valid_0's poisson: -79.5809 valid_0's quantile: 7.18458
[48] valid_0's poisson: -79.832 valid_0's quantile: 7.12613
[49] valid_0's poisson: -80.0775 valid_0's quantile: 7.06919
[50] valid_0's poisson: -80.3637 valid_0's quantile: 7.00801
[51] valid_0's poisson: -80.6443 valid_0's quantile: 6.94834
[52] valid_0's poisson: -80.9156 valid_0's quantile: 6.89858
[53] valid_0's poisson: -81.1818 valid_0's quantile: 6.84994
[54] valid_0's poisson: -81.4477 valid_0's quantile: 6.79365
[55] valid_0's poisson: -81.7086 valid_0's quantile: 6.73881
[56] valid_0's poisson: -81.9661 valid_0's quantile: 6.68602
[57] valid_0's poisson: -82.2186 valid_0's quantile: 6.63528
[58] valid_0's poisson: -82.4663 valid_0's quantile: 6.58567
[59] valid_0's poisson: -82.7263 valid_0's quantile: 6.54334
[60] valid_0's poisson: -82.9653 valid_0's quantile: 6.49579
[61] valid_0's poisson: -83.2226 valid_0's quantile: 6.44693
[62] valid_0's poisson: -83.475 valid_0's quantile: 6.3993
[63] valid_0's poisson: -83.7318 valid_0's quantile: 6.35763
[64] valid_0's poisson: -83.9556 valid_0's quantile: 6.31402
[65] valid_0's poisson: -84.2044 valid_0's quantile: 6.27405
[66] valid_0's poisson: -84.4487 valid_0's quantile: 6.23474
[67] valid_0's poisson: -84.6613 valid_0's quantile: 6.19351
[68] valid_0's poisson: -84.8929 valid_0's quantile: 6.15052
[69] valid_0's poisson: -85.1202 valid_0's quantile: 6.1085
[70] valid_0's poisson: -85.3613 valid_0's quantile: 6.07217
[71] valid_0's poisson: -85.5766 valid_0's quantile: 6.03205
[72] valid_0's poisson: -85.7878 valid_0's quantile: 5.99274
[73] valid_0's poisson: -86.0184 valid_0's quantile: 5.95852
[74] valid_0's poisson: -86.2238 valid_0's quantile: 5.92066
[75] valid_0's poisson: -86.4141 valid_0's quantile: 5.88486
[76] valid_0's poisson: -86.6008 valid_0's quantile: 5.84992
[77] valid_0's poisson: -86.8185 valid_0's quantile: 5.81783
[78] valid_0's poisson: -87.0209 valid_0's quantile: 5.78597
[79] valid_0's poisson: -87.2334 valid_0's quantile: 5.75499
[80] valid_0's poisson: -87.4061 valid_0's quantile: 5.72186
[81] valid_0's poisson: -87.6125 valid_0's quantile: 5.6917
[82] valid_0's poisson: -87.8075 valid_0's quantile: 5.6615
[83] valid_0's poisson: -87.993 valid_0's quantile: 5.62822
[84] valid_0's poisson: -88.1857 valid_0's quantile: 5.59967
[85] valid_0's poisson: -88.3612 valid_0's quantile: 5.56988
[86] valid_0's poisson: -88.5473 valid_0's quantile: 5.54228
[87] valid_0's poisson: -88.7094 valid_0's quantile: 5.51183
[88] valid_0's poisson: -88.8842 valid_0's quantile: 5.48086
[89] valid_0's poisson: -89.0529 valid_0's quantile: 5.45069
[90] valid_0's poisson: -89.2186 valid_0's quantile: 5.42099
[91] valid_0's poisson: -89.3957 valid_0's quantile: 5.39568
[92] valid_0's poisson: -89.5527 valid_0's quantile: 5.36899
[93] valid_0's poisson: -89.7153 valid_0's quantile: 5.34031
[94] valid_0's poisson: -89.8744 valid_0's quantile: 5.31256
[95] valid_0's poisson: -90.0307 valid_0's quantile: 5.28551
[96] valid_0's poisson: -90.188 valid_0's quantile: 5.26118
[97] valid_0's poisson: -90.3333 valid_0's quantile: 5.23668
[98] valid_0's poisson: -90.476 valid_0's quantile: 5.21267
[99] valid_0's poisson: -90.6199 valid_0's quantile: 5.18885
[100] valid_0's poisson: -90.768 valid_0's quantile: 5.1639
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.6293 valid_0's quantile: 11.5529
[2] valid_0's poisson: -63.0843 valid_0's quantile: 11.4122
[3] valid_0's poisson: -63.5934 valid_0's quantile: 11.2658
[4] valid_0's poisson: -64.0889 valid_0's quantile: 11.124
[5] valid_0's poisson: -64.5716 valid_0's quantile: 10.9863
[6] valid_0's poisson: -65.0419 valid_0's quantile: 10.8525
[7] valid_0's poisson: -65.4839 valid_0's quantile: 10.7262
[8] valid_0's poisson: -65.8778 valid_0's quantile: 10.6084
[9] valid_0's poisson: -66.3012 valid_0's quantile: 10.4889
[10] valid_0's poisson: -66.7336 valid_0's quantile: 10.3708
[11] valid_0's poisson: -67.1396 valid_0's quantile: 10.2598
[12] valid_0's poisson: -67.5532 valid_0's quantile: 10.149
[13] valid_0's poisson: -67.9633 valid_0's quantile: 10.0402
[14] valid_0's poisson: -68.362 valid_0's quantile: 9.93448
[15] valid_0's poisson: -68.7907 valid_0's quantile: 9.81753
[16] valid_0's poisson: -69.1657 valid_0's quantile: 9.70923
[17] valid_0's poisson: -69.5746 valid_0's quantile: 9.59934
[18] valid_0's poisson: -69.9738 valid_0's quantile: 9.49374
[19] valid_0's poisson: -70.364 valid_0's quantile: 9.39199
[20] valid_0's poisson: -70.7452 valid_0's quantile: 9.29288
[21] valid_0's poisson: -71.128 valid_0's quantile: 9.19366
[22] valid_0's poisson: -71.502 valid_0's quantile: 9.09686
[23] valid_0's poisson: -71.9141 valid_0's quantile: 8.99718
[24] valid_0's poisson: -72.3224 valid_0's quantile: 8.89786
[25] valid_0's poisson: -72.7222 valid_0's quantile: 8.7982
[26] valid_0's poisson: -73.1132 valid_0's quantile: 8.70095
[27] valid_0's poisson: -73.4956 valid_0's quantile: 8.6072
[28] valid_0's poisson: -73.8698 valid_0's quantile: 8.51604
[29] valid_0's poisson: -74.2337 valid_0's quantile: 8.42715
[30] valid_0's poisson: -74.5899 valid_0's quantile: 8.33979
[31] valid_0's poisson: -74.939 valid_0's quantile: 8.25664
[32] valid_0's poisson: -75.2712 valid_0's quantile: 8.18012
[33] valid_0's poisson: -75.6134 valid_0's quantile: 8.10573
[34] valid_0's poisson: -75.9531 valid_0's quantile: 8.02601
[35] valid_0's poisson: -76.2534 valid_0's quantile: 7.95119
[36] valid_0's poisson: -76.5801 valid_0's quantile: 7.87563
[37] valid_0's poisson: -76.8925 valid_0's quantile: 7.79899
[38] valid_0's poisson: -77.2095 valid_0's quantile: 7.7241
[39] valid_0's poisson: -77.5182 valid_0's quantile: 7.6523
[40] valid_0's poisson: -77.8149 valid_0's quantile: 7.58047
[41] valid_0's poisson: -78.1191 valid_0's quantile: 7.51562
[42] valid_0's poisson: -78.4061 valid_0's quantile: 7.44615
[43] valid_0's poisson: -78.6704 valid_0's quantile: 7.38172
[44] valid_0's poisson: -78.9233 valid_0's quantile: 7.31987
[45] valid_0's poisson: -79.218 valid_0's quantile: 7.25402
[46] valid_0's poisson: -79.486 valid_0's quantile: 7.19067
[47] valid_0's poisson: -79.7486 valid_0's quantile: 7.12931
[48] valid_0's poisson: -80.0052 valid_0's quantile: 7.06932
[49] valid_0's poisson: -80.2879 valid_0's quantile: 7.00837
[50] valid_0's poisson: -80.5591 valid_0's quantile: 6.95381
[51] valid_0's poisson: -80.8321 valid_0's quantile: 6.8956
[52] valid_0's poisson: -81.0997 valid_0's quantile: 6.8387
[53] valid_0's poisson: -81.3716 valid_0's quantile: 6.78941
[54] valid_0's poisson: -81.6295 valid_0's quantile: 6.73613
[55] valid_0's poisson: -81.8952 valid_0's quantile: 6.68866
[56] valid_0's poisson: -82.145 valid_0's quantile: 6.63795
[57] valid_0's poisson: -82.4088 valid_0's quantile: 6.58677
[58] valid_0's poisson: -82.6514 valid_0's quantile: 6.53671
[59] valid_0's poisson: -82.8891 valid_0's quantile: 6.4886
[60] valid_0's poisson: -83.1274 valid_0's quantile: 6.44397
[61] valid_0's poisson: -83.4014 valid_0's quantile: 6.40083
[62] valid_0's poisson: -83.6485 valid_0's quantile: 6.3549
[63] valid_0's poisson: -83.8909 valid_0's quantile: 6.30998
[64] valid_0's poisson: -84.1101 valid_0's quantile: 6.26775
[65] valid_0's poisson: -84.3585 valid_0's quantile: 6.22603
[66] valid_0's poisson: -84.6004 valid_0's quantile: 6.18647
[67] valid_0's poisson: -84.8491 valid_0's quantile: 6.14822
[68] valid_0's poisson: -85.0933 valid_0's quantile: 6.1107
[69] valid_0's poisson: -85.3113 valid_0's quantile: 6.07027
[70] valid_0's poisson: -85.5472 valid_0's quantile: 6.03451
[71] valid_0's poisson: -85.7472 valid_0's quantile: 5.99452
[72] valid_0's poisson: -85.9502 valid_0's quantile: 5.95781
[73] valid_0's poisson: -86.1767 valid_0's quantile: 5.92237
[74] valid_0's poisson: -86.3666 valid_0's quantile: 5.88518
[75] valid_0's poisson: -86.5529 valid_0's quantile: 5.84923
[76] valid_0's poisson: -86.7356 valid_0's quantile: 5.8145
[77] valid_0's poisson: -86.9373 valid_0's quantile: 5.77941
[78] valid_0's poisson: -87.1526 valid_0's quantile: 5.74829
[79] valid_0's poisson: -87.3582 valid_0's quantile: 5.71615
[80] valid_0's poisson: -87.5549 valid_0's quantile: 5.68542
[81] valid_0's poisson: -87.7393 valid_0's quantile: 5.65317
[82] valid_0's poisson: -87.9369 valid_0's quantile: 5.62473
[83] valid_0's poisson: -88.1309 valid_0's quantile: 5.59715
[84] valid_0's poisson: -88.3055 valid_0's quantile: 5.56775
[85] valid_0's poisson: -88.4819 valid_0's quantile: 5.53735
[86] valid_0's poisson: -88.6402 valid_0's quantile: 5.50629
[87] valid_0's poisson: -88.8248 valid_0's quantile: 5.47935
[88] valid_0's poisson: -88.9779 valid_0's quantile: 5.44909
[89] valid_0's poisson: -89.1466 valid_0's quantile: 5.42026
[90] valid_0's poisson: -89.3126 valid_0's quantile: 5.39323
[91] valid_0's poisson: -89.4754 valid_0's quantile: 5.36665
[92] valid_0's poisson: -89.6519 valid_0's quantile: 5.34253
[93] valid_0's poisson: -89.8252 valid_0's quantile: 5.31771
[94] valid_0's poisson: -89.9953 valid_0's quantile: 5.2944
[95] valid_0's poisson: -90.1606 valid_0's quantile: 5.26993
[96] valid_0's poisson: -90.3228 valid_0's quantile: 5.24592
[97] valid_0's poisson: -90.4778 valid_0's quantile: 5.22267
[98] valid_0's poisson: -90.6306 valid_0's quantile: 5.19618
[99] valid_0's poisson: -90.7837 valid_0's quantile: 5.16996
[100] valid_0's poisson: -90.9343 valid_0's quantile: 5.14495
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -63.2529 valid_0's quantile: 11.5404
[2] valid_0's poisson: -63.6987 valid_0's quantile: 11.3953
[3] valid_0's poisson: -64.1874 valid_0's quantile: 11.2462
[4] valid_0's poisson: -64.6624 valid_0's quantile: 11.1019
[5] valid_0's poisson: -65.0751 valid_0's quantile: 10.9682
[6] valid_0's poisson: -65.5226 valid_0's quantile: 10.833
[7] valid_0's poisson: -65.9722 valid_0's quantile: 10.701
[8] valid_0's poisson: -66.3967 valid_0's quantile: 10.5744
[9] valid_0's poisson: -66.7738 valid_0's quantile: 10.4572
[10] valid_0's poisson: -67.1781 valid_0's quantile: 10.3383
[11] valid_0's poisson: -67.5771 valid_0's quantile: 10.2243
[12] valid_0's poisson: -67.9742 valid_0's quantile: 10.1111
[13] valid_0's poisson: -68.349 valid_0's quantile: 10.0036
[14] valid_0's poisson: -68.7174 valid_0's quantile: 9.89783
[15] valid_0's poisson: -69.0862 valid_0's quantile: 9.79345
[16] valid_0's poisson: -69.4619 valid_0's quantile: 9.69051
[17] valid_0's poisson: -69.8182 valid_0's quantile: 9.59223
[18] valid_0's poisson: -70.2137 valid_0's quantile: 9.48171
[19] valid_0's poisson: -70.5916 valid_0's quantile: 9.37545
[20] valid_0's poisson: -70.9992 valid_0's quantile: 9.27019
[21] valid_0's poisson: -71.3974 valid_0's quantile: 9.16717
[22] valid_0's poisson: -71.7549 valid_0's quantile: 9.06891
[23] valid_0's poisson: -72.1039 valid_0's quantile: 8.98144
[24] valid_0's poisson: -72.5087 valid_0's quantile: 8.88056
[25] valid_0's poisson: -72.9046 valid_0's quantile: 8.78244
[26] valid_0's poisson: -73.2947 valid_0's quantile: 8.687
[27] valid_0's poisson: -73.6769 valid_0's quantile: 8.59344
[28] valid_0's poisson: -74.0508 valid_0's quantile: 8.50249
[29] valid_0's poisson: -74.4177 valid_0's quantile: 8.4103
[30] valid_0's poisson: -74.7767 valid_0's quantile: 8.3203
[31] valid_0's poisson: -75.1279 valid_0's quantile: 8.23236
[32] valid_0's poisson: -75.4678 valid_0's quantile: 8.14758
[33] valid_0's poisson: -75.8073 valid_0's quantile: 8.06523
[34] valid_0's poisson: -76.1348 valid_0's quantile: 7.98338
[35] valid_0's poisson: -76.4604 valid_0's quantile: 7.90417
[36] valid_0's poisson: -76.7739 valid_0's quantile: 7.82841
[37] valid_0's poisson: -77.0921 valid_0's quantile: 7.7528
[38] valid_0's poisson: -77.3728 valid_0's quantile: 7.68179
[39] valid_0's poisson: -77.6745 valid_0's quantile: 7.61117
[40] valid_0's poisson: -77.9701 valid_0's quantile: 7.54183
[41] valid_0's poisson: -78.2568 valid_0's quantile: 7.47092
[42] valid_0's poisson: -78.546 valid_0's quantile: 7.40406
[43] valid_0's poisson: -78.8299 valid_0's quantile: 7.33737
[44] valid_0's poisson: -79.1411 valid_0's quantile: 7.26822
[45] valid_0's poisson: -79.4277 valid_0's quantile: 7.20154
[46] valid_0's poisson: -79.7086 valid_0's quantile: 7.13725
[47] valid_0's poisson: -80.0264 valid_0's quantile: 7.081
[48] valid_0's poisson: -80.3202 valid_0's quantile: 7.01726
[49] valid_0's poisson: -80.5863 valid_0's quantile: 6.95698
[50] valid_0's poisson: -80.868 valid_0's quantile: 6.89693
[51] valid_0's poisson: -81.1678 valid_0's quantile: 6.84438
[52] valid_0's poisson: -81.4617 valid_0's quantile: 6.7937
[53] valid_0's poisson: -81.7348 valid_0's quantile: 6.73718
[54] valid_0's poisson: -81.9705 valid_0's quantile: 6.68611
[55] valid_0's poisson: -82.2383 valid_0's quantile: 6.64033
[56] valid_0's poisson: -82.5001 valid_0's quantile: 6.58829
[57] valid_0's poisson: -82.7569 valid_0's quantile: 6.53708
[58] valid_0's poisson: -82.9911 valid_0's quantile: 6.48848
[59] valid_0's poisson: -83.2398 valid_0's quantile: 6.43919
[60] valid_0's poisson: -83.4666 valid_0's quantile: 6.39306
[61] valid_0's poisson: -83.7076 valid_0's quantile: 6.3465
[62] valid_0's poisson: -83.9427 valid_0's quantile: 6.30104
[63] valid_0's poisson: -84.1591 valid_0's quantile: 6.25794
[64] valid_0's poisson: -84.3955 valid_0's quantile: 6.21836
[65] valid_0's poisson: -84.61 valid_0's quantile: 6.17616
[66] valid_0's poisson: -84.8322 valid_0's quantile: 6.13378
[67] valid_0's poisson: -85.0359 valid_0's quantile: 6.09388
[68] valid_0's poisson: -85.2612 valid_0's quantile: 6.05653
[69] valid_0's poisson: -85.4926 valid_0's quantile: 6.02035
[70] valid_0's poisson: -85.7183 valid_0's quantile: 5.98379
[71] valid_0's poisson: -85.9416 valid_0's quantile: 5.94913
[72] valid_0's poisson: -86.129 valid_0's quantile: 5.91261
[73] valid_0's poisson: -86.3451 valid_0's quantile: 5.87911
[74] valid_0's poisson: -86.5568 valid_0's quantile: 5.84622
[75] valid_0's poisson: -86.744 valid_0's quantile: 5.81024
[76] valid_0's poisson: -86.9275 valid_0's quantile: 5.77504
[77] valid_0's poisson: -87.115 valid_0's quantile: 5.74006
[78] valid_0's poisson: -87.3133 valid_0's quantile: 5.70954
[79] valid_0's poisson: -87.5079 valid_0's quantile: 5.67975
[80] valid_0's poisson: -87.6734 valid_0's quantile: 5.64781
[81] valid_0's poisson: -87.8357 valid_0's quantile: 5.61649
[82] valid_0's poisson: -87.9948 valid_0's quantile: 5.58584
[83] valid_0's poisson: -88.1509 valid_0's quantile: 5.55592
[84] valid_0's poisson: -88.3278 valid_0's quantile: 5.52455
[85] valid_0's poisson: -88.4875 valid_0's quantile: 5.49616
[86] valid_0's poisson: -88.6697 valid_0's quantile: 5.46946
[87] valid_0's poisson: -88.8386 valid_0's quantile: 5.43991
[88] valid_0's poisson: -89.0025 valid_0's quantile: 5.41143
[89] valid_0's poisson: -89.1795 valid_0's quantile: 5.38473
[90] valid_0's poisson: -89.34 valid_0's quantile: 5.35686
[91] valid_0's poisson: -89.4938 valid_0's quantile: 5.32992
[92] valid_0's poisson: -89.6622 valid_0's quantile: 5.30433
[93] valid_0's poisson: -89.811 valid_0's quantile: 5.27836
[94] valid_0's poisson: -89.9768 valid_0's quantile: 5.25347
[95] valid_0's poisson: -90.1397 valid_0's quantile: 5.22902
[96] valid_0's poisson: -90.286 valid_0's quantile: 5.20366
[97] valid_0's poisson: -90.4254 valid_0's quantile: 5.17911
[98] valid_0's poisson: -90.5799 valid_0's quantile: 5.15686
[99] valid_0's poisson: -90.7208 valid_0's quantile: 5.13245
[100] valid_0's poisson: -90.8752 valid_0's quantile: 5.11104
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -63.9306 valid_0's quantile: 11.5282
[2] valid_0's poisson: -64.425 valid_0's quantile: 11.3784
[3] valid_0's poisson: -64.9055 valid_0's quantile: 11.2321
[4] valid_0's poisson: -65.3265 valid_0's quantile: 11.096
[5] valid_0's poisson: -65.7823 valid_0's quantile: 10.9577
[6] valid_0's poisson: -66.2342 valid_0's quantile: 10.8228
[7] valid_0's poisson: -66.6742 valid_0's quantile: 10.6919
[8] valid_0's poisson: -67.095 valid_0's quantile: 10.5664
[9] valid_0's poisson: -67.5161 valid_0's quantile: 10.4436
[10] valid_0's poisson: -67.8852 valid_0's quantile: 10.3301
[11] valid_0's poisson: -68.2832 valid_0's quantile: 10.2152
[12] valid_0's poisson: -68.675 valid_0's quantile: 10.1048
[13] valid_0's poisson: -69.0573 valid_0's quantile: 9.99722
[14] valid_0's poisson: -69.4305 valid_0's quantile: 9.89254
[15] valid_0's poisson: -69.7949 valid_0's quantile: 9.79078
[16] valid_0's poisson: -70.1124 valid_0's quantile: 9.69637
[17] valid_0's poisson: -70.4647 valid_0's quantile: 9.5897
[18] valid_0's poisson: -70.8287 valid_0's quantile: 9.48241
[19] valid_0's poisson: -71.1883 valid_0's quantile: 9.37778
[20] valid_0's poisson: -71.6085 valid_0's quantile: 9.27051
[21] valid_0's poisson: -72.0026 valid_0's quantile: 9.16795
[22] valid_0's poisson: -72.4063 valid_0's quantile: 9.06508
[23] valid_0's poisson: -72.8009 valid_0's quantile: 8.96456
[24] valid_0's poisson: -73.1868 valid_0's quantile: 8.86681
[25] valid_0's poisson: -73.5572 valid_0's quantile: 8.77296
[26] valid_0's poisson: -73.9194 valid_0's quantile: 8.68153
[27] valid_0's poisson: -74.2873 valid_0's quantile: 8.59798
[28] valid_0's poisson: -74.6477 valid_0's quantile: 8.51695
[29] valid_0's poisson: -74.9952 valid_0's quantile: 8.42994
[30] valid_0's poisson: -75.3336 valid_0's quantile: 8.34487
[31] valid_0's poisson: -75.6654 valid_0's quantile: 8.26008
[32] valid_0's poisson: -75.9899 valid_0's quantile: 8.17717
[33] valid_0's poisson: -76.3074 valid_0's quantile: 8.09568
[34] valid_0's poisson: -76.6181 valid_0's quantile: 8.01662
[35] valid_0's poisson: -76.9443 valid_0's quantile: 7.94437
[36] valid_0's poisson: -77.2527 valid_0's quantile: 7.86672
[37] valid_0's poisson: -77.5512 valid_0's quantile: 7.79302
[38] valid_0's poisson: -77.8612 valid_0's quantile: 7.72419
[39] valid_0's poisson: -78.165 valid_0's quantile: 7.65704
[40] valid_0's poisson: -78.4491 valid_0's quantile: 7.58823
[41] valid_0's poisson: -78.7421 valid_0's quantile: 7.52433
[42] valid_0's poisson: -79.0295 valid_0's quantile: 7.46219
[43] valid_0's poisson: -79.3222 valid_0's quantile: 7.39247
[44] valid_0's poisson: -79.6044 valid_0's quantile: 7.32454
[45] valid_0's poisson: -79.8673 valid_0's quantile: 7.25998
[46] valid_0's poisson: -80.1486 valid_0's quantile: 7.194
[47] valid_0's poisson: -80.4032 valid_0's quantile: 7.13209
[48] valid_0's poisson: -80.6675 valid_0's quantile: 7.06944
[49] valid_0's poisson: -80.9312 valid_0's quantile: 7.0076
[50] valid_0's poisson: -81.1896 valid_0's quantile: 6.94794
[51] valid_0's poisson: -81.443 valid_0's quantile: 6.89044
[52] valid_0's poisson: -81.6914 valid_0's quantile: 6.83474
[53] valid_0's poisson: -81.9337 valid_0's quantile: 6.78151
[54] valid_0's poisson: -82.1713 valid_0's quantile: 6.73062
[55] valid_0's poisson: -82.3984 valid_0's quantile: 6.68069
[56] valid_0's poisson: -82.6386 valid_0's quantile: 6.63
[57] valid_0's poisson: -82.874 valid_0's quantile: 6.58037
[58] valid_0's poisson: -83.1164 valid_0's quantile: 6.53159
[59] valid_0's poisson: -83.3496 valid_0's quantile: 6.48879
[60] valid_0's poisson: -83.6063 valid_0's quantile: 6.44605
[61] valid_0's poisson: -83.828 valid_0's quantile: 6.40042
[62] valid_0's poisson: -84.0773 valid_0's quantile: 6.35892
[63] valid_0's poisson: -84.2912 valid_0's quantile: 6.31494
[64] valid_0's poisson: -84.5009 valid_0's quantile: 6.27255
[65] valid_0's poisson: -84.7404 valid_0's quantile: 6.23358
[66] valid_0's poisson: -84.9756 valid_0's quantile: 6.19531
[67] valid_0's poisson: -85.1777 valid_0's quantile: 6.15546
[68] valid_0's poisson: -85.373 valid_0's quantile: 6.11608
[69] valid_0's poisson: -85.5924 valid_0's quantile: 6.07926
[70] valid_0's poisson: -85.8073 valid_0's quantile: 6.04328
[71] valid_0's poisson: -86.0142 valid_0's quantile: 6.00394
[72] valid_0's poisson: -86.238 valid_0's quantile: 5.96889
[73] valid_0's poisson: -86.4215 valid_0's quantile: 5.93246
[74] valid_0's poisson: -86.637 valid_0's quantile: 5.89867
[75] valid_0's poisson: -86.8285 valid_0's quantile: 5.8624
[76] valid_0's poisson: -87.0258 valid_0's quantile: 5.82896
[77] valid_0's poisson: -87.2005 valid_0's quantile: 5.7953
[78] valid_0's poisson: -87.3755 valid_0's quantile: 5.76223
[79] valid_0's poisson: -87.5563 valid_0's quantile: 5.72824
[80] valid_0's poisson: -87.7192 valid_0's quantile: 5.69642
[81] valid_0's poisson: -87.879 valid_0's quantile: 5.66538
[82] valid_0's poisson: -88.0686 valid_0's quantile: 5.63537
[83] valid_0's poisson: -88.2545 valid_0's quantile: 5.60463
[84] valid_0's poisson: -88.4221 valid_0's quantile: 5.5737
[85] valid_0's poisson: -88.59 valid_0's quantile: 5.5435
[86] valid_0's poisson: -88.767 valid_0's quantile: 5.51445
[87] valid_0's poisson: -88.9298 valid_0's quantile: 5.48524
[88] valid_0's poisson: -89.0993 valid_0's quantile: 5.45682
[89] valid_0's poisson: -89.2764 valid_0's quantile: 5.42938
[90] valid_0's poisson: -89.4413 valid_0's quantile: 5.40064
[91] valid_0's poisson: -89.5992 valid_0's quantile: 5.37322
[92] valid_0's poisson: -89.7435 valid_0's quantile: 5.34731
[93] valid_0's poisson: -89.885 valid_0's quantile: 5.32194
[94] valid_0's poisson: -90.0345 valid_0's quantile: 5.29587
[95] valid_0's poisson: -90.1968 valid_0's quantile: 5.27134
[96] valid_0's poisson: -90.356 valid_0's quantile: 5.24729
[97] valid_0's poisson: -90.5016 valid_0's quantile: 5.22169
[98] valid_0's poisson: -90.6368 valid_0's quantile: 5.19688
[99] valid_0's poisson: -90.7843 valid_0's quantile: 5.17297
[100] valid_0's poisson: -90.9439 valid_0's quantile: 5.15036
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -62.6169 valid_0's quantile: 11.5534
[2] valid_0's poisson: -63.0597 valid_0's quantile: 11.4132
[3] valid_0's poisson: -63.4898 valid_0's quantile: 11.2763
[4] valid_0's poisson: -63.9078 valid_0's quantile: 11.144
[5] valid_0's poisson: -64.3204 valid_0's quantile: 11.0155
[6] valid_0's poisson: -64.716 valid_0's quantile: 10.8911
[7] valid_0's poisson: -65.1009 valid_0's quantile: 10.7712
[8] valid_0's poisson: -65.4818 valid_0's quantile: 10.6546
[9] valid_0's poisson: -65.9262 valid_0's quantile: 10.5319
[10] valid_0's poisson: -66.3619 valid_0's quantile: 10.4134
[11] valid_0's poisson: -66.7827 valid_0's quantile: 10.2995
[12] valid_0's poisson: -67.1982 valid_0's quantile: 10.1883
[13] valid_0's poisson: -67.6416 valid_0's quantile: 10.0662
[14] valid_0's poisson: -68.0798 valid_0's quantile: 9.94691
[15] valid_0's poisson: -68.5073 valid_0's quantile: 9.83095
[16] valid_0's poisson: -68.9116 valid_0's quantile: 9.71844
[17] valid_0's poisson: -69.3068 valid_0's quantile: 9.60974
[18] valid_0's poisson: -69.6925 valid_0's quantile: 9.50416
[19] valid_0's poisson: -70.0946 valid_0's quantile: 9.39996
[20] valid_0's poisson: -70.4317 valid_0's quantile: 9.30632
[21] valid_0's poisson: -70.8195 valid_0's quantile: 9.20595
[22] valid_0's poisson: -71.1789 valid_0's quantile: 9.11826
[23] valid_0's poisson: -71.5674 valid_0's quantile: 9.02101
[24] valid_0's poisson: -71.9223 valid_0's quantile: 8.93405
[25] valid_0's poisson: -72.2798 valid_0's quantile: 8.84836
[26] valid_0's poisson: -72.6645 valid_0's quantile: 8.75539
[27] valid_0's poisson: -73.0423 valid_0's quantile: 8.66351
[28] valid_0's poisson: -73.4106 valid_0's quantile: 8.5754
[29] valid_0's poisson: -73.7727 valid_0's quantile: 8.48799
[30] valid_0's poisson: -74.131 valid_0's quantile: 8.41112
[31] valid_0's poisson: -74.4794 valid_0's quantile: 8.32718
[32] valid_0's poisson: -74.8205 valid_0's quantile: 8.24516
[33] valid_0's poisson: -75.1545 valid_0's quantile: 8.16576
[34] valid_0's poisson: -75.4813 valid_0's quantile: 8.09649
[35] valid_0's poisson: -75.8096 valid_0's quantile: 8.02455
[36] valid_0's poisson: -76.1397 valid_0's quantile: 7.94693
[37] valid_0's poisson: -76.4531 valid_0's quantile: 7.87253
[38] valid_0's poisson: -76.774 valid_0's quantile: 7.79718
[39] valid_0's poisson: -77.0781 valid_0's quantile: 7.72531
[40] valid_0's poisson: -77.3891 valid_0's quantile: 7.66006
[41] valid_0's poisson: -77.6946 valid_0's quantile: 7.58877
[42] valid_0's poisson: -77.9734 valid_0's quantile: 7.52327
[43] valid_0's poisson: -78.2668 valid_0's quantile: 7.46081
[44] valid_0's poisson: -78.549 valid_0's quantile: 7.40283
[45] valid_0's poisson: -78.8489 valid_0's quantile: 7.33775
[46] valid_0's poisson: -79.1506 valid_0's quantile: 7.27297
[47] valid_0's poisson: -79.4241 valid_0's quantile: 7.2112
[48] valid_0's poisson: -79.6852 valid_0's quantile: 7.15205
[49] valid_0's poisson: -79.9837 valid_0's quantile: 7.08844
[50] valid_0's poisson: -80.2764 valid_0's quantile: 7.02709
[51] valid_0's poisson: -80.545 valid_0's quantile: 6.96979
[52] valid_0's poisson: -80.7896 valid_0's quantile: 6.91662
[53] valid_0's poisson: -81.0497 valid_0's quantile: 6.86264
[54] valid_0's poisson: -81.3064 valid_0's quantile: 6.80997
[55] valid_0's poisson: -81.543 valid_0's quantile: 6.76015
[56] valid_0's poisson: -81.7749 valid_0's quantile: 6.71151
[57] valid_0's poisson: -82.0022 valid_0's quantile: 6.664
[58] valid_0's poisson: -82.2251 valid_0's quantile: 6.61766
[59] valid_0's poisson: -82.4841 valid_0's quantile: 6.57328
[60] valid_0's poisson: -82.7271 valid_0's quantile: 6.53105
[61] valid_0's poisson: -82.9394 valid_0's quantile: 6.48714
[62] valid_0's poisson: -83.1868 valid_0's quantile: 6.44474
[63] valid_0's poisson: -83.4258 valid_0's quantile: 6.3987
[64] valid_0's poisson: -83.6459 valid_0's quantile: 6.35542
[65] valid_0's poisson: -83.8749 valid_0's quantile: 6.31168
[66] valid_0's poisson: -84.0922 valid_0's quantile: 6.2697
[67] valid_0's poisson: -84.2871 valid_0's quantile: 6.22997
[68] valid_0's poisson: -84.5232 valid_0's quantile: 6.1914
[69] valid_0's poisson: -84.7629 valid_0's quantile: 6.15245
[70] valid_0's poisson: -84.9614 valid_0's quantile: 6.11331
[71] valid_0's poisson: -85.1633 valid_0's quantile: 6.07475
[72] valid_0's poisson: -85.3845 valid_0's quantile: 6.03903
[73] valid_0's poisson: -85.5805 valid_0's quantile: 6.00213
[74] valid_0's poisson: -85.7849 valid_0's quantile: 5.96506
[75] valid_0's poisson: -86.0078 valid_0's quantile: 5.93069
[76] valid_0's poisson: -86.2057 valid_0's quantile: 5.89491
[77] valid_0's poisson: -86.3708 valid_0's quantile: 5.86226
[78] valid_0's poisson: -86.5695 valid_0's quantile: 5.8267
[79] valid_0's poisson: -86.7843 valid_0's quantile: 5.79401
[80] valid_0's poisson: -86.9837 valid_0's quantile: 5.75873
[81] valid_0's poisson: -87.1545 valid_0's quantile: 5.72724
[82] valid_0's poisson: -87.3529 valid_0's quantile: 5.69706
[83] valid_0's poisson: -87.5442 valid_0's quantile: 5.66349
[84] valid_0's poisson: -87.7108 valid_0's quantile: 5.63337
[85] valid_0's poisson: -87.9064 valid_0's quantile: 5.60405
[86] valid_0's poisson: -88.0916 valid_0's quantile: 5.57647
[87] valid_0's poisson: -88.2515 valid_0's quantile: 5.54774
[88] valid_0's poisson: -88.427 valid_0's quantile: 5.51989
[89] valid_0's poisson: -88.61 valid_0's quantile: 5.49265
[90] valid_0's poisson: -88.7582 valid_0's quantile: 5.46543
[91] valid_0's poisson: -88.9226 valid_0's quantile: 5.43903
[92] valid_0's poisson: -89.0651 valid_0's quantile: 5.41271
[93] valid_0's poisson: -89.2411 valid_0's quantile: 5.38636
[94] valid_0's poisson: -89.394 valid_0's quantile: 5.36105
[95] valid_0's poisson: -89.5575 valid_0's quantile: 5.33608
[96] valid_0's poisson: -89.697 valid_0's quantile: 5.31115
[97] valid_0's poisson: -89.8599 valid_0's quantile: 5.28637
[98] valid_0's poisson: -90.0206 valid_0's quantile: 5.26202
[99] valid_0's poisson: -90.1744 valid_0's quantile: 5.23847
[100] valid_0's poisson: -90.3279 valid_0's quantile: 5.21313
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -62.3212 valid_0's quantile: 11.6508
[2] valid_0's poisson: -62.4849 valid_0's quantile: 11.6037
[3] valid_0's poisson: -62.6475 valid_0's quantile: 11.557
[4] valid_0's poisson: -62.8089 valid_0's quantile: 11.5106
[5] valid_0's poisson: -62.9692 valid_0's quantile: 11.4643
[6] valid_0's poisson: -63.124 valid_0's quantile: 11.4193
[7] valid_0's poisson: -63.282 valid_0's quantile: 11.3737
[8] valid_0's poisson: -63.439 valid_0's quantile: 11.3282
[9] valid_0's poisson: -63.5949 valid_0's quantile: 11.283
[10] valid_0's poisson: -63.7497 valid_0's quantile: 11.2381
[11] valid_0's poisson: -63.8992 valid_0's quantile: 11.1943
[12] valid_0's poisson: -64.052 valid_0's quantile: 11.15
[13] valid_0's poisson: -64.2031 valid_0's quantile: 11.1063
[14] valid_0's poisson: -64.3532 valid_0's quantile: 11.0629
[15] valid_0's poisson: -64.5023 valid_0's quantile: 11.0197
[16] valid_0's poisson: -64.6505 valid_0's quantile: 10.9773
[17] valid_0's poisson: -64.7981 valid_0's quantile: 10.9349
[18] valid_0's poisson: -64.9447 valid_0's quantile: 10.8928
[19] valid_0's poisson: -65.0901 valid_0's quantile: 10.8511
[20] valid_0's poisson: -65.2326 valid_0's quantile: 10.8096
[21] valid_0's poisson: -65.3762 valid_0's quantile: 10.7684
[22] valid_0's poisson: -65.5188 valid_0's quantile: 10.7274
[23] valid_0's poisson: -65.6605 valid_0's quantile: 10.6867
[24] valid_0's poisson: -65.802 valid_0's quantile: 10.6465
[25] valid_0's poisson: -65.9425 valid_0's quantile: 10.6065
[26] valid_0's poisson: -66.0822 valid_0's quantile: 10.5667
[27] valid_0's poisson: -66.221 valid_0's quantile: 10.5275
[28] valid_0's poisson: -66.3589 valid_0's quantile: 10.4887
[29] valid_0's poisson: -66.496 valid_0's quantile: 10.4503
[30] valid_0's poisson: -66.6322 valid_0's quantile: 10.4124
[31] valid_0's poisson: -66.767 valid_0's quantile: 10.375
[32] valid_0's poisson: -66.9011 valid_0's quantile: 10.3386
[33] valid_0's poisson: -67.0344 valid_0's quantile: 10.3024
[34] valid_0's poisson: -67.1668 valid_0's quantile: 10.2664
[35] valid_0's poisson: -67.2975 valid_0's quantile: 10.2302
[36] valid_0's poisson: -67.4274 valid_0's quantile: 10.1943
[37] valid_0's poisson: -67.5565 valid_0's quantile: 10.1585
[38] valid_0's poisson: -67.6826 valid_0's quantile: 10.1234
[39] valid_0's poisson: -67.808 valid_0's quantile: 10.0887
[40] valid_0's poisson: -67.9348 valid_0's quantile: 10.0537
[41] valid_0's poisson: -68.0609 valid_0's quantile: 10.0195
[42] valid_0's poisson: -68.184 valid_0's quantile: 9.9854
[43] valid_0's poisson: -68.3064 valid_0's quantile: 9.95151
[44] valid_0's poisson: -68.4302 valid_0's quantile: 9.91794
[45] valid_0's poisson: -68.5579 valid_0's quantile: 9.8839
[46] valid_0's poisson: -68.6848 valid_0's quantile: 9.85003
[47] valid_0's poisson: -68.8081 valid_0's quantile: 9.81663
[48] valid_0's poisson: -68.9338 valid_0's quantile: 9.78319
[49] valid_0's poisson: -69.0584 valid_0's quantile: 9.74994
[50] valid_0's poisson: -69.1818 valid_0's quantile: 9.71667
[51] valid_0's poisson: -69.3047 valid_0's quantile: 9.68362
[52] valid_0's poisson: -69.4269 valid_0's quantile: 9.65052
[53] valid_0's poisson: -69.5484 valid_0's quantile: 9.61807
[54] valid_0's poisson: -69.6692 valid_0's quantile: 9.58583
[55] valid_0's poisson: -69.7899 valid_0's quantile: 9.55395
[56] valid_0's poisson: -69.9088 valid_0's quantile: 9.52264
[57] valid_0's poisson: -70.0286 valid_0's quantile: 9.49051
[58] valid_0's poisson: -70.1466 valid_0's quantile: 9.45891
[59] valid_0's poisson: -70.2635 valid_0's quantile: 9.42815
[60] valid_0's poisson: -70.3797 valid_0's quantile: 9.39765
[61] valid_0's poisson: -70.4965 valid_0's quantile: 9.36644
[62] valid_0's poisson: -70.6126 valid_0's quantile: 9.33535
[63] valid_0's poisson: -70.7282 valid_0's quantile: 9.30411
[64] valid_0's poisson: -70.8501 valid_0's quantile: 9.27338
[65] valid_0's poisson: -70.9716 valid_0's quantile: 9.24254
[66] valid_0's poisson: -71.0864 valid_0's quantile: 9.2122
[67] valid_0's poisson: -71.2006 valid_0's quantile: 9.1821
[68] valid_0's poisson: -71.3108 valid_0's quantile: 9.15283
[69] valid_0's poisson: -71.4238 valid_0's quantile: 9.12338
[70] valid_0's poisson: -71.5361 valid_0's quantile: 9.09397
[71] valid_0's poisson: -71.6545 valid_0's quantile: 9.06411
[72] valid_0's poisson: -71.7733 valid_0's quantile: 9.03416
[73] valid_0's poisson: -71.8914 valid_0's quantile: 9.00436
[74] valid_0's poisson: -72.006 valid_0's quantile: 8.97524
[75] valid_0's poisson: -72.1229 valid_0's quantile: 8.94601
[76] valid_0's poisson: -72.2365 valid_0's quantile: 8.91718
[77] valid_0's poisson: -72.3495 valid_0's quantile: 8.88855
[78] valid_0's poisson: -72.462 valid_0's quantile: 8.86022
[79] valid_0's poisson: -72.5732 valid_0's quantile: 8.83203
[80] valid_0's poisson: -72.6841 valid_0's quantile: 8.80346
[81] valid_0's poisson: -72.7984 valid_0's quantile: 8.77467
[82] valid_0's poisson: -72.9088 valid_0's quantile: 8.74651
[83] valid_0's poisson: -73.0232 valid_0's quantile: 8.71864
[84] valid_0's poisson: -73.1375 valid_0's quantile: 8.69067
[85] valid_0's poisson: -73.2501 valid_0's quantile: 8.66388
[86] valid_0's poisson: -73.3622 valid_0's quantile: 8.63726
[87] valid_0's poisson: -73.4745 valid_0's quantile: 8.61032
[88] valid_0's poisson: -73.5853 valid_0's quantile: 8.58377
[89] valid_0's poisson: -73.6957 valid_0's quantile: 8.55733
[90] valid_0's poisson: -73.8066 valid_0's quantile: 8.53028
[91] valid_0's poisson: -73.9166 valid_0's quantile: 8.50398
[92] valid_0's poisson: -74.0261 valid_0's quantile: 8.47779
[93] valid_0's poisson: -74.1349 valid_0's quantile: 8.45143
[94] valid_0's poisson: -74.2431 valid_0's quantile: 8.42547
[95] valid_0's poisson: -74.3508 valid_0's quantile: 8.39963
[96] valid_0's poisson: -74.4571 valid_0's quantile: 8.37405
[97] valid_0's poisson: -74.5637 valid_0's quantile: 8.34876
[98] valid_0's poisson: -74.6691 valid_0's quantile: 8.32317
[99] valid_0's poisson: -74.7737 valid_0's quantile: 8.29816
[100] valid_0's poisson: -74.8787 valid_0's quantile: 8.27333
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -62.3269 valid_0's quantile: 11.6495
[2] valid_0's poisson: -62.493 valid_0's quantile: 11.602
[3] valid_0's poisson: -62.6579 valid_0's quantile: 11.5549
[4] valid_0's poisson: -62.8217 valid_0's quantile: 11.5081
[5] valid_0's poisson: -62.9838 valid_0's quantile: 11.4624
[6] valid_0's poisson: -63.145 valid_0's quantile: 11.4167
[7] valid_0's poisson: -63.305 valid_0's quantile: 11.3713
[8] valid_0's poisson: -63.464 valid_0's quantile: 11.3261
[9] valid_0's poisson: -63.6223 valid_0's quantile: 11.2803
[10] valid_0's poisson: -63.7785 valid_0's quantile: 11.2348
[11] valid_0's poisson: -63.9332 valid_0's quantile: 11.1906
[12] valid_0's poisson: -64.086 valid_0's quantile: 11.1466
[13] valid_0's poisson: -64.2387 valid_0's quantile: 11.1029
[14] valid_0's poisson: -64.3894 valid_0's quantile: 11.0597
[15] valid_0's poisson: -64.5415 valid_0's quantile: 11.0155
[16] valid_0's poisson: -64.6912 valid_0's quantile: 10.9724
[17] valid_0's poisson: -64.839 valid_0's quantile: 10.9295
[18] valid_0's poisson: -64.9868 valid_0's quantile: 10.887
[19] valid_0's poisson: -65.1327 valid_0's quantile: 10.8446
[20] valid_0's poisson: -65.2786 valid_0's quantile: 10.8025
[21] valid_0's poisson: -65.4232 valid_0's quantile: 10.761
[22] valid_0's poisson: -65.5661 valid_0's quantile: 10.7199
[23] valid_0's poisson: -65.7088 valid_0's quantile: 10.6792
[24] valid_0's poisson: -65.8499 valid_0's quantile: 10.6387
[25] valid_0's poisson: -65.9909 valid_0's quantile: 10.5984
[26] valid_0's poisson: -66.131 valid_0's quantile: 10.5584
[27] valid_0's poisson: -66.2694 valid_0's quantile: 10.5191
[28] valid_0's poisson: -66.4077 valid_0's quantile: 10.4801
[29] valid_0's poisson: -66.5445 valid_0's quantile: 10.4418
[30] valid_0's poisson: -66.6811 valid_0's quantile: 10.4031
[31] valid_0's poisson: -66.8168 valid_0's quantile: 10.3656
[32] valid_0's poisson: -66.9508 valid_0's quantile: 10.3284
[33] valid_0's poisson: -67.0849 valid_0's quantile: 10.2913
[34] valid_0's poisson: -67.2172 valid_0's quantile: 10.2538
[35] valid_0's poisson: -67.3496 valid_0's quantile: 10.2168
[36] valid_0's poisson: -67.483 valid_0's quantile: 10.1797
[37] valid_0's poisson: -67.6149 valid_0's quantile: 10.1428
[38] valid_0's poisson: -67.7466 valid_0's quantile: 10.1062
[39] valid_0's poisson: -67.8753 valid_0's quantile: 10.0709
[40] valid_0's poisson: -68.0038 valid_0's quantile: 10.0357
[41] valid_0's poisson: -68.1313 valid_0's quantile: 10.0008
[42] valid_0's poisson: -68.2594 valid_0's quantile: 9.96573
[43] valid_0's poisson: -68.3877 valid_0's quantile: 9.93038
[44] valid_0's poisson: -68.515 valid_0's quantile: 9.89554
[45] valid_0's poisson: -68.6407 valid_0's quantile: 9.86127
[46] valid_0's poisson: -68.765 valid_0's quantile: 9.82732
[47] valid_0's poisson: -68.8877 valid_0's quantile: 9.79345
[48] valid_0's poisson: -69.0119 valid_0's quantile: 9.75963
[49] valid_0's poisson: -69.1353 valid_0's quantile: 9.72592
[50] valid_0's poisson: -69.2573 valid_0's quantile: 9.69239
[51] valid_0's poisson: -69.3793 valid_0's quantile: 9.65924
[52] valid_0's poisson: -69.4986 valid_0's quantile: 9.62645
[53] valid_0's poisson: -69.6197 valid_0's quantile: 9.59307
[54] valid_0's poisson: -69.7399 valid_0's quantile: 9.56032
[55] valid_0's poisson: -69.8589 valid_0's quantile: 9.52734
[56] valid_0's poisson: -69.9777 valid_0's quantile: 9.49483
[57] valid_0's poisson: -70.0939 valid_0's quantile: 9.46266
[58] valid_0's poisson: -70.2107 valid_0's quantile: 9.43072
[59] valid_0's poisson: -70.3279 valid_0's quantile: 9.39855
[60] valid_0's poisson: -70.4444 valid_0's quantile: 9.3667
[61] valid_0's poisson: -70.5578 valid_0's quantile: 9.33623
[62] valid_0's poisson: -70.6725 valid_0's quantile: 9.30561
[63] valid_0's poisson: -70.7851 valid_0's quantile: 9.27511
[64] valid_0's poisson: -70.9019 valid_0's quantile: 9.24409
[65] valid_0's poisson: -71.018 valid_0's quantile: 9.2133
[66] valid_0's poisson: -71.1401 valid_0's quantile: 9.18191
[67] valid_0's poisson: -71.2615 valid_0's quantile: 9.15069
[68] valid_0's poisson: -71.3825 valid_0's quantile: 9.12
[69] valid_0's poisson: -71.5028 valid_0's quantile: 9.08952
[70] valid_0's poisson: -71.6222 valid_0's quantile: 9.05901
[71] valid_0's poisson: -71.7361 valid_0's quantile: 9.03051
[72] valid_0's poisson: -71.8543 valid_0's quantile: 9.00032
[73] valid_0's poisson: -71.9718 valid_0's quantile: 8.97058
[74] valid_0's poisson: -72.0838 valid_0's quantile: 8.94255
[75] valid_0's poisson: -72.1952 valid_0's quantile: 8.91464
[76] valid_0's poisson: -72.306 valid_0's quantile: 8.88684
[77] valid_0's poisson: -72.4157 valid_0's quantile: 8.85918
[78] valid_0's poisson: -72.5304 valid_0's quantile: 8.83014
[79] valid_0's poisson: -72.6445 valid_0's quantile: 8.80129
[80] valid_0's poisson: -72.7578 valid_0's quantile: 8.77266
[81] valid_0's poisson: -72.8705 valid_0's quantile: 8.74413
[82] valid_0's poisson: -72.9828 valid_0's quantile: 8.71579
[83] valid_0's poisson: -73.092 valid_0's quantile: 8.68888
[84] valid_0's poisson: -73.2005 valid_0's quantile: 8.66222
[85] valid_0's poisson: -73.3084 valid_0's quantile: 8.63572
[86] valid_0's poisson: -73.4158 valid_0's quantile: 8.60935
[87] valid_0's poisson: -73.5225 valid_0's quantile: 8.58357
[88] valid_0's poisson: -73.6312 valid_0's quantile: 8.55591
[89] valid_0's poisson: -73.7369 valid_0's quantile: 8.53074
[90] valid_0's poisson: -73.8478 valid_0's quantile: 8.50386
[91] valid_0's poisson: -73.9525 valid_0's quantile: 8.47892
[92] valid_0's poisson: -74.0566 valid_0's quantile: 8.4541
[93] valid_0's poisson: -74.1603 valid_0's quantile: 8.42941
[94] valid_0's poisson: -74.2664 valid_0's quantile: 8.40297
[95] valid_0's poisson: -74.372 valid_0's quantile: 8.37671
[96] valid_0's poisson: -74.474 valid_0's quantile: 8.35243
[97] valid_0's poisson: -74.5751 valid_0's quantile: 8.32849
[98] valid_0's poisson: -74.6771 valid_0's quantile: 8.30453
[99] valid_0's poisson: -74.783 valid_0's quantile: 8.27913
[100] valid_0's poisson: -74.8884 valid_0's quantile: 8.25385
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -62.9554 valid_0's quantile: 11.6417
[2] valid_0's poisson: -63.1157 valid_0's quantile: 11.5946
[3] valid_0's poisson: -63.2748 valid_0's quantile: 11.5477
[4] valid_0's poisson: -63.4328 valid_0's quantile: 11.5012
[5] valid_0's poisson: -63.591 valid_0's quantile: 11.455
[6] valid_0's poisson: -63.7468 valid_0's quantile: 11.4091
[7] valid_0's poisson: -63.9052 valid_0's quantile: 11.3636
[8] valid_0's poisson: -64.0628 valid_0's quantile: 11.3181
[9] valid_0's poisson: -64.2193 valid_0's quantile: 11.2729
[10] valid_0's poisson: -64.3738 valid_0's quantile: 11.2279
[11] valid_0's poisson: -64.5276 valid_0's quantile: 11.1824
[12] valid_0's poisson: -64.6803 valid_0's quantile: 11.1373
[13] valid_0's poisson: -64.832 valid_0's quantile: 11.0924
[14] valid_0's poisson: -64.9821 valid_0's quantile: 11.0489
[15] valid_0's poisson: -65.1314 valid_0's quantile: 11.0056
[16] valid_0's poisson: -65.2796 valid_0's quantile: 10.9626
[17] valid_0's poisson: -65.4269 valid_0's quantile: 10.9198
[18] valid_0's poisson: -65.5732 valid_0's quantile: 10.8773
[19] valid_0's poisson: -65.7185 valid_0's quantile: 10.835
[20] valid_0's poisson: -65.8629 valid_0's quantile: 10.7929
[21] valid_0's poisson: -66.0063 valid_0's quantile: 10.751
[22] valid_0's poisson: -66.1487 valid_0's quantile: 10.7094
[23] valid_0's poisson: -66.2902 valid_0's quantile: 10.6687
[24] valid_0's poisson: -66.432 valid_0's quantile: 10.6284
[25] valid_0's poisson: -66.5727 valid_0's quantile: 10.5884
[26] valid_0's poisson: -66.7125 valid_0's quantile: 10.5485
[27] valid_0's poisson: -66.8518 valid_0's quantile: 10.5092
[28] valid_0's poisson: -66.9894 valid_0's quantile: 10.4702
[29] valid_0's poisson: -67.1247 valid_0's quantile: 10.432
[30] valid_0's poisson: -67.2591 valid_0's quantile: 10.3942
[31] valid_0's poisson: -67.3929 valid_0's quantile: 10.3569
[32] valid_0's poisson: -67.5257 valid_0's quantile: 10.3201
[33] valid_0's poisson: -67.6576 valid_0's quantile: 10.2836
[34] valid_0's poisson: -67.7899 valid_0's quantile: 10.2459
[35] valid_0's poisson: -67.9207 valid_0's quantile: 10.2085
[36] valid_0's poisson: -68.0517 valid_0's quantile: 10.172
[37] valid_0's poisson: -68.1833 valid_0's quantile: 10.1352
[38] valid_0's poisson: -68.3123 valid_0's quantile: 10.099
[39] valid_0's poisson: -68.4405 valid_0's quantile: 10.0631
[40] valid_0's poisson: -68.5702 valid_0's quantile: 10.0273
[41] valid_0's poisson: -68.698 valid_0's quantile: 9.99202
[42] valid_0's poisson: -68.8252 valid_0's quantile: 9.95668
[43] valid_0's poisson: -68.9516 valid_0's quantile: 9.92148
[44] valid_0's poisson: -69.0783 valid_0's quantile: 9.88632
[45] valid_0's poisson: -69.2048 valid_0's quantile: 9.85129
[46] valid_0's poisson: -69.3305 valid_0's quantile: 9.81658
[47] valid_0's poisson: -69.456 valid_0's quantile: 9.78203
[48] valid_0's poisson: -69.5807 valid_0's quantile: 9.74779
[49] valid_0's poisson: -69.7041 valid_0's quantile: 9.71385
[50] valid_0's poisson: -69.8267 valid_0's quantile: 9.67947
[51] valid_0's poisson: -69.9486 valid_0's quantile: 9.64534
[52] valid_0's poisson: -70.0699 valid_0's quantile: 9.61174
[53] valid_0's poisson: -70.1909 valid_0's quantile: 9.57816
[54] valid_0's poisson: -70.3108 valid_0's quantile: 9.5446
[55] valid_0's poisson: -70.4293 valid_0's quantile: 9.51124
[56] valid_0's poisson: -70.5477 valid_0's quantile: 9.47807
[57] valid_0's poisson: -70.6653 valid_0's quantile: 9.44547
[58] valid_0's poisson: -70.7828 valid_0's quantile: 9.41262
[59] valid_0's poisson: -70.9001 valid_0's quantile: 9.3799
[60] valid_0's poisson: -71.0165 valid_0's quantile: 9.34786
[61] valid_0's poisson: -71.1316 valid_0's quantile: 9.31614
[62] valid_0's poisson: -71.2453 valid_0's quantile: 9.2848
[63] valid_0's poisson: -71.3596 valid_0's quantile: 9.25358
[64] valid_0's poisson: -71.4731 valid_0's quantile: 9.22269
[65] valid_0's poisson: -71.5866 valid_0's quantile: 9.19202
[66] valid_0's poisson: -71.6959 valid_0's quantile: 9.16197
[67] valid_0's poisson: -71.809 valid_0's quantile: 9.13157
[68] valid_0's poisson: -71.924 valid_0's quantile: 9.10077
[69] valid_0's poisson: -72.0381 valid_0's quantile: 9.0705
[70] valid_0's poisson: -72.145 valid_0's quantile: 9.04152
[71] valid_0's poisson: -72.2574 valid_0's quantile: 9.0114
[72] valid_0's poisson: -72.3693 valid_0's quantile: 8.98144
[73] valid_0's poisson: -72.4816 valid_0's quantile: 8.95151
[74] valid_0's poisson: -72.5932 valid_0's quantile: 8.92169
[75] valid_0's poisson: -72.6971 valid_0's quantile: 8.8934
[76] valid_0's poisson: -72.8009 valid_0's quantile: 8.86498
[77] valid_0's poisson: -72.9041 valid_0's quantile: 8.83681
[78] valid_0's poisson: -73.0162 valid_0's quantile: 8.80823
[79] valid_0's poisson: -73.1181 valid_0's quantile: 8.78082
[80] valid_0's poisson: -73.2293 valid_0's quantile: 8.75193
[81] valid_0's poisson: -73.34 valid_0's quantile: 8.72319
[82] valid_0's poisson: -73.4498 valid_0's quantile: 8.69532
[83] valid_0's poisson: -73.56 valid_0's quantile: 8.66766
[84] valid_0's poisson: -73.6696 valid_0's quantile: 8.64011
[85] valid_0's poisson: -73.7786 valid_0's quantile: 8.6128
[86] valid_0's poisson: -73.8866 valid_0's quantile: 8.58533
[87] valid_0's poisson: -73.995 valid_0's quantile: 8.55773
[88] valid_0's poisson: -74.1021 valid_0's quantile: 8.53085
[89] valid_0's poisson: -74.2098 valid_0's quantile: 8.50415
[90] valid_0's poisson: -74.3178 valid_0's quantile: 8.47726
[91] valid_0's poisson: -74.4244 valid_0's quantile: 8.45064
[92] valid_0's poisson: -74.5303 valid_0's quantile: 8.42431
[93] valid_0's poisson: -74.6357 valid_0's quantile: 8.39818
[94] valid_0's poisson: -74.7406 valid_0's quantile: 8.37203
[95] valid_0's poisson: -74.8445 valid_0's quantile: 8.3466
[96] valid_0's poisson: -74.949 valid_0's quantile: 8.32115
[97] valid_0's poisson: -75.0529 valid_0's quantile: 8.29608
[98] valid_0's poisson: -75.1558 valid_0's quantile: 8.27095
[99] valid_0's poisson: -75.2587 valid_0's quantile: 8.24541
[100] valid_0's poisson: -75.3613 valid_0's quantile: 8.22007
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -63.5835 valid_0's quantile: 11.6341
[2] valid_0's poisson: -63.7427 valid_0's quantile: 11.5866
[3] valid_0's poisson: -63.9014 valid_0's quantile: 11.5401
[4] valid_0's poisson: -64.059 valid_0's quantile: 11.4938
[5] valid_0's poisson: -64.2169 valid_0's quantile: 11.4474
[6] valid_0's poisson: -64.3723 valid_0's quantile: 11.4018
[7] valid_0's poisson: -64.5265 valid_0's quantile: 11.3565
[8] valid_0's poisson: -64.6811 valid_0's quantile: 11.3111
[9] valid_0's poisson: -64.8329 valid_0's quantile: 11.2667
[10] valid_0's poisson: -64.9838 valid_0's quantile: 11.2228
[11] valid_0's poisson: -65.134 valid_0's quantile: 11.1781
[12] valid_0's poisson: -65.2845 valid_0's quantile: 11.1336
[13] valid_0's poisson: -65.4343 valid_0's quantile: 11.0885
[14] valid_0's poisson: -65.5835 valid_0's quantile: 11.0436
[15] valid_0's poisson: -65.7311 valid_0's quantile: 10.9991
[16] valid_0's poisson: -65.8774 valid_0's quantile: 10.9557
[17] valid_0's poisson: -66.0228 valid_0's quantile: 10.9123
[18] valid_0's poisson: -66.1671 valid_0's quantile: 10.8693
[19] valid_0's poisson: -66.3087 valid_0's quantile: 10.8267
[20] valid_0's poisson: -66.4493 valid_0's quantile: 10.7843
[21] valid_0's poisson: -66.5887 valid_0's quantile: 10.743
[22] valid_0's poisson: -66.7271 valid_0's quantile: 10.702
[23] valid_0's poisson: -66.8643 valid_0's quantile: 10.6612
[24] valid_0's poisson: -67.0011 valid_0's quantile: 10.6204
[25] valid_0's poisson: -67.1383 valid_0's quantile: 10.5801
[26] valid_0's poisson: -67.2733 valid_0's quantile: 10.5404
[27] valid_0's poisson: -67.4088 valid_0's quantile: 10.5007
[28] valid_0's poisson: -67.542 valid_0's quantile: 10.4614
[29] valid_0's poisson: -67.6748 valid_0's quantile: 10.423
[30] valid_0's poisson: -67.8063 valid_0's quantile: 10.3845
[31] valid_0's poisson: -67.9374 valid_0's quantile: 10.3468
[32] valid_0's poisson: -68.0676 valid_0's quantile: 10.3094
[33] valid_0's poisson: -68.1971 valid_0's quantile: 10.2708
[34] valid_0's poisson: -68.326 valid_0's quantile: 10.2335
[35] valid_0's poisson: -68.4544 valid_0's quantile: 10.1963
[36] valid_0's poisson: -68.5838 valid_0's quantile: 10.1587
[37] valid_0's poisson: -68.7101 valid_0's quantile: 10.1214
[38] valid_0's poisson: -68.8375 valid_0's quantile: 10.0844
[39] valid_0's poisson: -68.9648 valid_0's quantile: 10.0476
[40] valid_0's poisson: -69.0913 valid_0's quantile: 10.0114
[41] valid_0's poisson: -69.217 valid_0's quantile: 9.97544
[42] valid_0's poisson: -69.3424 valid_0's quantile: 9.94072
[43] valid_0's poisson: -69.4666 valid_0's quantile: 9.9053
[44] valid_0's poisson: -69.5909 valid_0's quantile: 9.87082
[45] valid_0's poisson: -69.7144 valid_0's quantile: 9.83628
[46] valid_0's poisson: -69.8371 valid_0's quantile: 9.80188
[47] valid_0's poisson: -69.959 valid_0's quantile: 9.76767
[48] valid_0's poisson: -70.0801 valid_0's quantile: 9.73377
[49] valid_0's poisson: -70.1985 valid_0's quantile: 9.70044
[50] valid_0's poisson: -70.3167 valid_0's quantile: 9.66717
[51] valid_0's poisson: -70.4342 valid_0's quantile: 9.63415
[52] valid_0's poisson: -70.5511 valid_0's quantile: 9.60096
[53] valid_0's poisson: -70.6673 valid_0's quantile: 9.5679
[54] valid_0's poisson: -70.783 valid_0's quantile: 9.5349
[55] valid_0's poisson: -70.8976 valid_0's quantile: 9.50285
[56] valid_0's poisson: -71.012 valid_0's quantile: 9.47044
[57] valid_0's poisson: -71.1257 valid_0's quantile: 9.43852
[58] valid_0's poisson: -71.2407 valid_0's quantile: 9.40664
[59] valid_0's poisson: -71.355 valid_0's quantile: 9.37495
[60] valid_0's poisson: -71.4676 valid_0's quantile: 9.34363
[61] valid_0's poisson: -71.5845 valid_0's quantile: 9.31192
[62] valid_0's poisson: -71.7006 valid_0's quantile: 9.28049
[63] valid_0's poisson: -71.8204 valid_0's quantile: 9.24891
[64] valid_0's poisson: -71.9406 valid_0's quantile: 9.21738
[65] valid_0's poisson: -72.0591 valid_0's quantile: 9.18624
[66] valid_0's poisson: -72.177 valid_0's quantile: 9.15522
[67] valid_0's poisson: -72.2935 valid_0's quantile: 9.12462
[68] valid_0's poisson: -72.4096 valid_0's quantile: 9.09461
[69] valid_0's poisson: -72.5248 valid_0's quantile: 9.06455
[70] valid_0's poisson: -72.6401 valid_0's quantile: 9.03437
[71] valid_0's poisson: -72.7539 valid_0's quantile: 9.00451
[72] valid_0's poisson: -72.8679 valid_0's quantile: 8.97459
[73] valid_0's poisson: -72.9806 valid_0's quantile: 8.94502
[74] valid_0's poisson: -73.0934 valid_0's quantile: 8.91563
[75] valid_0's poisson: -73.2045 valid_0's quantile: 8.88694
[76] valid_0's poisson: -73.315 valid_0's quantile: 8.85837
[77] valid_0's poisson: -73.4275 valid_0's quantile: 8.82915
[78] valid_0's poisson: -73.5388 valid_0's quantile: 8.80022
[79] valid_0's poisson: -73.6498 valid_0's quantile: 8.77171
[80] valid_0's poisson: -73.7599 valid_0's quantile: 8.74346
[81] valid_0's poisson: -73.8701 valid_0's quantile: 8.7152
[82] valid_0's poisson: -73.9791 valid_0's quantile: 8.68733
[83] valid_0's poisson: -74.0877 valid_0's quantile: 8.65953
[84] valid_0's poisson: -74.1951 valid_0's quantile: 8.63213
[85] valid_0's poisson: -74.3024 valid_0's quantile: 8.6047
[86] valid_0's poisson: -74.4097 valid_0's quantile: 8.57734
[87] valid_0's poisson: -74.5158 valid_0's quantile: 8.55042
[88] valid_0's poisson: -74.6221 valid_0's quantile: 8.52358
[89] valid_0's poisson: -74.7276 valid_0's quantile: 8.49726
[90] valid_0's poisson: -74.8318 valid_0's quantile: 8.47136
[91] valid_0's poisson: -74.9351 valid_0's quantile: 8.44542
[92] valid_0's poisson: -75.0391 valid_0's quantile: 8.41984
[93] valid_0's poisson: -75.141 valid_0's quantile: 8.3943
[94] valid_0's poisson: -75.2427 valid_0's quantile: 8.36909
[95] valid_0's poisson: -75.3442 valid_0's quantile: 8.34408
[96] valid_0's poisson: -75.4451 valid_0's quantile: 8.31907
[97] valid_0's poisson: -75.5449 valid_0's quantile: 8.29432
[98] valid_0's poisson: -75.6456 valid_0's quantile: 8.26913
[99] valid_0's poisson: -75.7459 valid_0's quantile: 8.24387
[100] valid_0's poisson: -75.8433 valid_0's quantile: 8.21943
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -62.3215 valid_0's quantile: 11.6515
[2] valid_0's poisson: -62.4845 valid_0's quantile: 11.6053
[3] valid_0's poisson: -62.6451 valid_0's quantile: 11.5601
[4] valid_0's poisson: -62.8059 valid_0's quantile: 11.5146
[5] valid_0's poisson: -62.9642 valid_0's quantile: 11.4699
[6] valid_0's poisson: -63.1215 valid_0's quantile: 11.4253
[7] valid_0's poisson: -63.2777 valid_0's quantile: 11.381
[8] valid_0's poisson: -63.4355 valid_0's quantile: 11.3364
[9] valid_0's poisson: -63.5915 valid_0's quantile: 11.2913
[10] valid_0's poisson: -63.7463 valid_0's quantile: 11.2465
[11] valid_0's poisson: -63.9015 valid_0's quantile: 11.2017
[12] valid_0's poisson: -64.0538 valid_0's quantile: 11.1585
[13] valid_0's poisson: -64.2046 valid_0's quantile: 11.1158
[14] valid_0's poisson: -64.3552 valid_0's quantile: 11.0732
[15] valid_0's poisson: -64.5038 valid_0's quantile: 11.0311
[16] valid_0's poisson: -64.6515 valid_0's quantile: 10.9892
[17] valid_0's poisson: -64.7983 valid_0's quantile: 10.9475
[18] valid_0's poisson: -64.9451 valid_0's quantile: 10.9059
[19] valid_0's poisson: -65.09 valid_0's quantile: 10.8647
[20] valid_0's poisson: -65.2339 valid_0's quantile: 10.8238
[21] valid_0's poisson: -65.377 valid_0's quantile: 10.7831
[22] valid_0's poisson: -65.52 valid_0's quantile: 10.7424
[23] valid_0's poisson: -65.6621 valid_0's quantile: 10.7023
[24] valid_0's poisson: -65.8034 valid_0's quantile: 10.6625
[25] valid_0's poisson: -65.9435 valid_0's quantile: 10.6226
[26] valid_0's poisson: -66.0826 valid_0's quantile: 10.5834
[27] valid_0's poisson: -66.221 valid_0's quantile: 10.5446
[28] valid_0's poisson: -66.3585 valid_0's quantile: 10.5059
[29] valid_0's poisson: -66.4953 valid_0's quantile: 10.468
[30] valid_0's poisson: -66.6314 valid_0's quantile: 10.43
[31] valid_0's poisson: -66.7663 valid_0's quantile: 10.3926
[32] valid_0's poisson: -66.9008 valid_0's quantile: 10.3555
[33] valid_0's poisson: -67.0344 valid_0's quantile: 10.3186
[34] valid_0's poisson: -67.1672 valid_0's quantile: 10.2818
[35] valid_0's poisson: -67.2988 valid_0's quantile: 10.2452
[36] valid_0's poisson: -67.43 valid_0's quantile: 10.2091
[37] valid_0's poisson: -67.5608 valid_0's quantile: 10.1732
[38] valid_0's poisson: -67.6907 valid_0's quantile: 10.137
[39] valid_0's poisson: -67.8194 valid_0's quantile: 10.1012
[40] valid_0's poisson: -67.9475 valid_0's quantile: 10.0665
[41] valid_0's poisson: -68.074 valid_0's quantile: 10.0328
[42] valid_0's poisson: -68.2003 valid_0's quantile: 9.99835
[43] valid_0's poisson: -68.3264 valid_0's quantile: 9.96349
[44] valid_0's poisson: -68.4518 valid_0's quantile: 9.92883
[45] valid_0's poisson: -68.5763 valid_0's quantile: 9.89472
[46] valid_0's poisson: -68.6995 valid_0's quantile: 9.86124
[47] valid_0's poisson: -68.8222 valid_0's quantile: 9.82839
[48] valid_0's poisson: -68.944 valid_0's quantile: 9.79591
[49] valid_0's poisson: -69.0658 valid_0's quantile: 9.76353
[50] valid_0's poisson: -69.1876 valid_0's quantile: 9.73071
[51] valid_0's poisson: -69.3082 valid_0's quantile: 9.6975
[52] valid_0's poisson: -69.4282 valid_0's quantile: 9.66495
[53] valid_0's poisson: -69.548 valid_0's quantile: 9.6326
[54] valid_0's poisson: -69.6661 valid_0's quantile: 9.60041
[55] valid_0's poisson: -69.7841 valid_0's quantile: 9.5678
[56] valid_0's poisson: -69.9008 valid_0's quantile: 9.53673
[57] valid_0's poisson: -70.0164 valid_0's quantile: 9.50564
[58] valid_0's poisson: -70.1331 valid_0's quantile: 9.47404
[59] valid_0's poisson: -70.2485 valid_0's quantile: 9.44274
[60] valid_0's poisson: -70.3633 valid_0's quantile: 9.41152
[61] valid_0's poisson: -70.4782 valid_0's quantile: 9.38064
[62] valid_0's poisson: -70.5925 valid_0's quantile: 9.35
[63] valid_0's poisson: -70.7061 valid_0's quantile: 9.31954
[64] valid_0's poisson: -70.8162 valid_0's quantile: 9.28958
[65] valid_0's poisson: -70.9281 valid_0's quantile: 9.2597
[66] valid_0's poisson: -71.0394 valid_0's quantile: 9.2301
[67] valid_0's poisson: -71.1479 valid_0's quantile: 9.20091
[68] valid_0's poisson: -71.2582 valid_0's quantile: 9.17173
[69] valid_0's poisson: -71.3683 valid_0's quantile: 9.1424
[70] valid_0's poisson: -71.4792 valid_0's quantile: 9.11306
[71] valid_0's poisson: -71.5966 valid_0's quantile: 9.08322
[72] valid_0's poisson: -71.7047 valid_0's quantile: 9.05435
[73] valid_0's poisson: -71.8178 valid_0's quantile: 9.02502
[74] valid_0's poisson: -71.9311 valid_0's quantile: 8.99574
[75] valid_0's poisson: -72.044 valid_0's quantile: 8.9673
[76] valid_0's poisson: -72.1554 valid_0's quantile: 8.93924
[77] valid_0's poisson: -72.2682 valid_0's quantile: 8.91127
[78] valid_0's poisson: -72.3803 valid_0's quantile: 8.88347
[79] valid_0's poisson: -72.4934 valid_0's quantile: 8.85551
[80] valid_0's poisson: -72.6049 valid_0's quantile: 8.82731
[81] valid_0's poisson: -72.7169 valid_0's quantile: 8.7992
[82] valid_0's poisson: -72.8261 valid_0's quantile: 8.77202
[83] valid_0's poisson: -72.9347 valid_0's quantile: 8.74496
[84] valid_0's poisson: -73.0439 valid_0's quantile: 8.71763
[85] valid_0's poisson: -73.1537 valid_0's quantile: 8.6903
[86] valid_0's poisson: -73.2623 valid_0's quantile: 8.6631
[87] valid_0's poisson: -73.3717 valid_0's quantile: 8.63607
[88] valid_0's poisson: -73.4784 valid_0's quantile: 8.60986
[89] valid_0's poisson: -73.5846 valid_0's quantile: 8.58387
[90] valid_0's poisson: -73.6903 valid_0's quantile: 8.55801
[91] valid_0's poisson: -73.7959 valid_0's quantile: 8.53167
[92] valid_0's poisson: -73.9009 valid_0's quantile: 8.50558
[93] valid_0's poisson: -74.0054 valid_0's quantile: 8.47959
[94] valid_0's poisson: -74.1098 valid_0's quantile: 8.45361
[95] valid_0's poisson: -74.2152 valid_0's quantile: 8.42751
[96] valid_0's poisson: -74.3201 valid_0's quantile: 8.40155
[97] valid_0's poisson: -74.4249 valid_0's quantile: 8.37587
[98] valid_0's poisson: -74.526 valid_0's quantile: 8.3507
[99] valid_0's poisson: -74.6257 valid_0's quantile: 8.32585
[100] valid_0's poisson: -74.7269 valid_0's quantile: 8.30159
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -65.2905 valid_0's quantile: 10.9421
[2] valid_0's poisson: -67.5687 valid_0's quantile: 10.2744
[3] valid_0's poisson: -69.6992 valid_0's quantile: 9.67934
[4] valid_0's poisson: -71.6184 valid_0's quantile: 9.15875
[5] valid_0's poisson: -73.4974 valid_0's quantile: 8.67173
[6] valid_0's poisson: -75.1187 valid_0's quantile: 8.23762
[7] valid_0's poisson: -76.8475 valid_0's quantile: 7.81743
[8] valid_0's poisson: -78.4054 valid_0's quantile: 7.43123
[9] valid_0's poisson: -79.8825 valid_0's quantile: 7.08092
[10] valid_0's poisson: -81.2972 valid_0's quantile: 6.75826
[11] valid_0's poisson: -82.5976 valid_0's quantile: 6.47988
[12] valid_0's poisson: -83.8055 valid_0's quantile: 6.22894
[13] valid_0's poisson: -84.9413 valid_0's quantile: 5.99142
[14] valid_0's poisson: -86.0008 valid_0's quantile: 5.77387
[15] valid_0's poisson: -86.9976 valid_0's quantile: 5.58569
[16] valid_0's poisson: -88.0311 valid_0's quantile: 5.39641
[17] valid_0's poisson: -88.9901 valid_0's quantile: 5.22434
[18] valid_0's poisson: -89.8964 valid_0's quantile: 5.06359
[19] valid_0's poisson: -90.7517 valid_0's quantile: 4.92025
[20] valid_0's poisson: -91.527 valid_0's quantile: 4.78142
[21] valid_0's poisson: -92.2744 valid_0's quantile: 4.65808
[22] valid_0's poisson: -92.9262 valid_0's quantile: 4.54385
[23] valid_0's poisson: -93.5881 valid_0's quantile: 4.43741
[24] valid_0's poisson: -94.1979 valid_0's quantile: 4.3351
[25] valid_0's poisson: -94.7906 valid_0's quantile: 4.23469
[26] valid_0's poisson: -95.3643 valid_0's quantile: 4.14003
[27] valid_0's poisson: -95.8929 valid_0's quantile: 4.05509
[28] valid_0's poisson: -96.402 valid_0's quantile: 3.97655
[29] valid_0's poisson: -96.885 valid_0's quantile: 3.90304
[30] valid_0's poisson: -97.35 valid_0's quantile: 3.83336
[31] valid_0's poisson: -97.785 valid_0's quantile: 3.77044
[32] valid_0's poisson: -98.207 valid_0's quantile: 3.71274
[33] valid_0's poisson: -98.6129 valid_0's quantile: 3.6566
[34] valid_0's poisson: -98.9985 valid_0's quantile: 3.59866
[35] valid_0's poisson: -99.3624 valid_0's quantile: 3.54575
[36] valid_0's poisson: -99.7063 valid_0's quantile: 3.50034
[37] valid_0's poisson: -100.041 valid_0's quantile: 3.45698
[38] valid_0's poisson: -100.356 valid_0's quantile: 3.41413
[39] valid_0's poisson: -100.66 valid_0's quantile: 3.37175
[40] valid_0's poisson: -100.925 valid_0's quantile: 3.33336
[41] valid_0's poisson: -101.174 valid_0's quantile: 3.29764
[42] valid_0's poisson: -101.416 valid_0's quantile: 3.26679
[43] valid_0's poisson: -101.631 valid_0's quantile: 3.237
[44] valid_0's poisson: -101.833 valid_0's quantile: 3.20721
[45] valid_0's poisson: -102.029 valid_0's quantile: 3.1802
[46] valid_0's poisson: -102.21 valid_0's quantile: 3.15771
[47] valid_0's poisson: -102.399 valid_0's quantile: 3.13454
[48] valid_0's poisson: -102.571 valid_0's quantile: 3.11068
[49] valid_0's poisson: -102.728 valid_0's quantile: 3.08786
[50] valid_0's poisson: -102.876 valid_0's quantile: 3.06733
[51] valid_0's poisson: -103.023 valid_0's quantile: 3.04763
[52] valid_0's poisson: -103.161 valid_0's quantile: 3.02985
[53] valid_0's poisson: -103.308 valid_0's quantile: 3.00163
[54] valid_0's poisson: -103.435 valid_0's quantile: 2.98227
[55] valid_0's poisson: -103.563 valid_0's quantile: 2.95908
[56] valid_0's poisson: -103.678 valid_0's quantile: 2.94263
[57] valid_0's poisson: -103.788 valid_0's quantile: 2.92924
[58] valid_0's poisson: -103.89 valid_0's quantile: 2.91736
[59] valid_0's poisson: -103.989 valid_0's quantile: 2.90521
[60] valid_0's poisson: -104.088 valid_0's quantile: 2.88445
[61] valid_0's poisson: -104.175 valid_0's quantile: 2.8741
[62] valid_0's poisson: -104.251 valid_0's quantile: 2.86398
[63] valid_0's poisson: -104.326 valid_0's quantile: 2.85393
[64] valid_0's poisson: -104.401 valid_0's quantile: 2.84361
[65] valid_0's poisson: -104.474 valid_0's quantile: 2.83102
[66] valid_0's poisson: -104.541 valid_0's quantile: 2.81973
[67] valid_0's poisson: -104.597 valid_0's quantile: 2.81142
[68] valid_0's poisson: -104.655 valid_0's quantile: 2.80543
[69] valid_0's poisson: -104.704 valid_0's quantile: 2.79714
[70] valid_0's poisson: -104.754 valid_0's quantile: 2.78986
[71] valid_0's poisson: -104.804 valid_0's quantile: 2.78335
[72] valid_0's poisson: -104.856 valid_0's quantile: 2.76958
[73] valid_0's poisson: -104.903 valid_0's quantile: 2.76472
[74] valid_0's poisson: -104.941 valid_0's quantile: 2.75695
[75] valid_0's poisson: -104.987 valid_0's quantile: 2.75218
[76] valid_0's poisson: -105.028 valid_0's quantile: 2.74795
[77] valid_0's poisson: -105.063 valid_0's quantile: 2.74132
[78] valid_0's poisson: -105.097 valid_0's quantile: 2.73834
[79] valid_0's poisson: -105.126 valid_0's quantile: 2.73635
[80] valid_0's poisson: -105.151 valid_0's quantile: 2.73485
[81] valid_0's poisson: -105.176 valid_0's quantile: 2.73343
[82] valid_0's poisson: -105.197 valid_0's quantile: 2.72619
[83] valid_0's poisson: -105.219 valid_0's quantile: 2.72486
[84] valid_0's poisson: -105.242 valid_0's quantile: 2.72316
[85] valid_0's poisson: -105.266 valid_0's quantile: 2.72085
[86] valid_0's poisson: -105.291 valid_0's quantile: 2.71828
[87] valid_0's poisson: -105.312 valid_0's quantile: 2.71596
[88] valid_0's poisson: -105.336 valid_0's quantile: 2.71332
[89] valid_0's poisson: -105.358 valid_0's quantile: 2.71106
[90] valid_0's poisson: -105.376 valid_0's quantile: 2.7093
[91] valid_0's poisson: -105.393 valid_0's quantile: 2.7072
[92] valid_0's poisson: -105.405 valid_0's quantile: 2.70594
[93] valid_0's poisson: -105.42 valid_0's quantile: 2.70329
[94] valid_0's poisson: -105.444 valid_0's quantile: 2.70078
[95] valid_0's poisson: -105.461 valid_0's quantile: 2.6971
[96] valid_0's poisson: -105.478 valid_0's quantile: 2.69369
[97] valid_0's poisson: -105.494 valid_0's quantile: 2.69177
[98] valid_0's poisson: -105.512 valid_0's quantile: 2.69043
[99] valid_0's poisson: -105.533 valid_0's quantile: 2.68802
[100] valid_0's poisson: -105.548 valid_0's quantile: 2.68649
Fitting 5 folds for each of 50 candidates, totalling 250 fits
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.5386
[2] valid_0's poisson: -87.892
[3] valid_0's poisson: -88.2344
[4] valid_0's poisson: -88.567
[5] valid_0's poisson: -88.8896
[6] valid_0's poisson: -89.203
[7] valid_0's poisson: -89.508
[8] valid_0's poisson: -89.8044
[9] valid_0's poisson: -90.0933
[10] valid_0's poisson: -90.374
[11] valid_0's poisson: -90.6478
[12] valid_0's poisson: -90.9174
[13] valid_0's poisson: -91.177
[14] valid_0's poisson: -91.4322
[15] valid_0's poisson: -91.6832
[16] valid_0's poisson: -91.9261
[17] valid_0's poisson: -92.1634
[18] valid_0's poisson: -92.3988
[19] valid_0's poisson: -92.6246
[20] valid_0's poisson: -92.8489
[21] valid_0's poisson: -93.067
[22] valid_0's poisson: -93.2795
[23] valid_0's poisson: -93.4897
[24] valid_0's poisson: -93.6941
[25] valid_0's poisson: -93.8944
[26] valid_0's poisson: -94.0904
[27] valid_0's poisson: -94.2824
[28] valid_0's poisson: -94.4712
[29] valid_0's poisson: -94.6574
[30] valid_0's poisson: -94.842
[31] valid_0's poisson: -95.0202
[32] valid_0's poisson: -95.1985
[33] valid_0's poisson: -95.374
[34] valid_0's poisson: -95.5452
[35] valid_0's poisson: -95.7141
[36] valid_0's poisson: -95.8791
[37] valid_0's poisson: -96.042
[38] valid_0's poisson: -96.2015
[39] valid_0's poisson: -96.3589
[40] valid_0's poisson: -96.5127
[41] valid_0's poisson: -96.665
[42] valid_0's poisson: -96.8133
[43] valid_0's poisson: -96.9603
[44] valid_0's poisson: -97.1053
[45] valid_0's poisson: -97.2466
[46] valid_0's poisson: -97.3876
[47] valid_0's poisson: -97.5243
[48] valid_0's poisson: -97.6605
[49] valid_0's poisson: -97.7942
[50] valid_0's poisson: -97.9259
[51] valid_0's poisson: -98.0552
[52] valid_0's poisson: -98.1823
[53] valid_0's poisson: -98.3064
[54] valid_0's poisson: -98.4303
[55] valid_0's poisson: -98.5505
[56] valid_0's poisson: -98.6701
[57] valid_0's poisson: -98.7862
[58] valid_0's poisson: -98.9028
[59] valid_0's poisson: -99.0173
[60] valid_0's poisson: -99.1302
[61] valid_0's poisson: -99.2407
[62] valid_0's poisson: -99.3489
[63] valid_0's poisson: -99.4564
[64] valid_0's poisson: -99.5626
[65] valid_0's poisson: -99.6682
[66] valid_0's poisson: -99.771
[67] valid_0's poisson: -99.8735
[68] valid_0's poisson: -99.9749
[69] valid_0's poisson: -100.072
[70] valid_0's poisson: -100.171
[71] valid_0's poisson: -100.267
[72] valid_0's poisson: -100.362
[73] valid_0's poisson: -100.456
[74] valid_0's poisson: -100.546
[75] valid_0's poisson: -100.636
[76] valid_0's poisson: -100.724
[77] valid_0's poisson: -100.812
[78] valid_0's poisson: -100.899
[79] valid_0's poisson: -100.985
[80] valid_0's poisson: -101.073
[81] valid_0's poisson: -101.157
[82] valid_0's poisson: -101.239
[83] valid_0's poisson: -101.32
[84] valid_0's poisson: -101.401
[85] valid_0's poisson: -101.48
[86] valid_0's poisson: -101.558
[87] valid_0's poisson: -101.635
[88] valid_0's poisson: -101.712
[89] valid_0's poisson: -101.788
[90] valid_0's poisson: -101.862
[91] valid_0's poisson: -101.936
[92] valid_0's poisson: -102.012
[93] valid_0's poisson: -102.084
[94] valid_0's poisson: -102.155
[95] valid_0's poisson: -102.226
[96] valid_0's poisson: -102.299
[97] valid_0's poisson: -102.368
[98] valid_0's poisson: -102.436
[99] valid_0's poisson: -102.505
[100] valid_0's poisson: -102.572
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.5406
[2] valid_0's poisson: -87.9011
[3] valid_0's poisson: -88.2489
[4] valid_0's poisson: -88.5857
[5] valid_0's poisson: -88.9092
[6] valid_0's poisson: -89.2236
[7] valid_0's poisson: -89.5342
[8] valid_0's poisson: -89.8361
[9] valid_0's poisson: -90.1261
[10] valid_0's poisson: -90.4122
[11] valid_0's poisson: -90.6886
[12] valid_0's poisson: -90.9584
[13] valid_0's poisson: -91.222
[14] valid_0's poisson: -91.4791
[15] valid_0's poisson: -91.7278
[16] valid_0's poisson: -91.9733
[17] valid_0's poisson: -92.2143
[18] valid_0's poisson: -92.4458
[19] valid_0's poisson: -92.6756
[20] valid_0's poisson: -92.9017
[21] valid_0's poisson: -93.1216
[22] valid_0's poisson: -93.3377
[23] valid_0's poisson: -93.5487
[24] valid_0's poisson: -93.7529
[25] valid_0's poisson: -93.9556
[26] valid_0's poisson: -94.1539
[27] valid_0's poisson: -94.3495
[28] valid_0's poisson: -94.5403
[29] valid_0's poisson: -94.729
[30] valid_0's poisson: -94.9143
[31] valid_0's poisson: -95.0957
[32] valid_0's poisson: -95.2738
[33] valid_0's poisson: -95.4493
[34] valid_0's poisson: -95.6208
[35] valid_0's poisson: -95.7891
[36] valid_0's poisson: -95.9552
[37] valid_0's poisson: -96.1175
[38] valid_0's poisson: -96.2768
[39] valid_0's poisson: -96.4323
[40] valid_0's poisson: -96.5865
[41] valid_0's poisson: -96.7371
[42] valid_0's poisson: -96.885
[43] valid_0's poisson: -97.0315
[44] valid_0's poisson: -97.1754
[45] valid_0's poisson: -97.3174
[46] valid_0's poisson: -97.4563
[47] valid_0's poisson: -97.5931
[48] valid_0's poisson: -97.7277
[49] valid_0's poisson: -97.8612
[50] valid_0's poisson: -97.9911
[51] valid_0's poisson: -98.1182
[52] valid_0's poisson: -98.2452
[53] valid_0's poisson: -98.3689
[54] valid_0's poisson: -98.4926
[55] valid_0's poisson: -98.6135
[56] valid_0's poisson: -98.7335
[57] valid_0's poisson: -98.8509
[58] valid_0's poisson: -98.9671
[59] valid_0's poisson: -99.0816
[60] valid_0's poisson: -99.1938
[61] valid_0's poisson: -99.3037
[62] valid_0's poisson: -99.4129
[63] valid_0's poisson: -99.5195
[64] valid_0's poisson: -99.6246
[65] valid_0's poisson: -99.7291
[66] valid_0's poisson: -99.8312
[67] valid_0's poisson: -99.9326
[68] valid_0's poisson: -100.031
[69] valid_0's poisson: -100.13
[70] valid_0's poisson: -100.229
[71] valid_0's poisson: -100.325
[72] valid_0's poisson: -100.42
[73] valid_0's poisson: -100.513
[74] valid_0's poisson: -100.604
[75] valid_0's poisson: -100.695
[76] valid_0's poisson: -100.784
[77] valid_0's poisson: -100.872
[78] valid_0's poisson: -100.959
[79] valid_0's poisson: -101.044
[80] valid_0's poisson: -101.129
[81] valid_0's poisson: -101.212
[82] valid_0's poisson: -101.294
[83] valid_0's poisson: -101.375
[84] valid_0's poisson: -101.455
[85] valid_0's poisson: -101.534
[86] valid_0's poisson: -101.611
[87] valid_0's poisson: -101.688
[88] valid_0's poisson: -101.764
[89] valid_0's poisson: -101.838
[90] valid_0's poisson: -101.912
[91] valid_0's poisson: -101.985
[92] valid_0's poisson: -102.058
[93] valid_0's poisson: -102.129
[94] valid_0's poisson: -102.199
[95] valid_0's poisson: -102.269
[96] valid_0's poisson: -102.337
[97] valid_0's poisson: -102.406
[98] valid_0's poisson: -102.473
[99] valid_0's poisson: -102.541
[100] valid_0's poisson: -102.607
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.5398
[2] valid_0's poisson: -87.8996
[3] valid_0's poisson: -88.2475
[4] valid_0's poisson: -88.5832
[5] valid_0's poisson: -88.9098
[6] valid_0's poisson: -89.2277
[7] valid_0's poisson: -89.5365
[8] valid_0's poisson: -89.8364
[9] valid_0's poisson: -90.129
[10] valid_0's poisson: -90.4143
[11] valid_0's poisson: -90.6906
[12] valid_0's poisson: -90.9608
[13] valid_0's poisson: -91.2237
[14] valid_0's poisson: -91.48
[15] valid_0's poisson: -91.7323
[16] valid_0's poisson: -91.9754
[17] valid_0's poisson: -92.2141
[18] valid_0's poisson: -92.4456
[19] valid_0's poisson: -92.6746
[20] valid_0's poisson: -92.8964
[21] valid_0's poisson: -93.1139
[22] valid_0's poisson: -93.3299
[23] valid_0's poisson: -93.54
[24] valid_0's poisson: -93.7445
[25] valid_0's poisson: -93.9442
[26] valid_0's poisson: -94.1421
[27] valid_0's poisson: -94.3373
[28] valid_0's poisson: -94.5275
[29] valid_0's poisson: -94.7144
[30] valid_0's poisson: -94.9002
[31] valid_0's poisson: -95.083
[32] valid_0's poisson: -95.2612
[33] valid_0's poisson: -95.4346
[34] valid_0's poisson: -95.6061
[35] valid_0's poisson: -95.7757
[36] valid_0's poisson: -95.9417
[37] valid_0's poisson: -96.1067
[38] valid_0's poisson: -96.267
[39] valid_0's poisson: -96.425
[40] valid_0's poisson: -96.5803
[41] valid_0's poisson: -96.7309
[42] valid_0's poisson: -96.881
[43] valid_0's poisson: -97.0284
[44] valid_0's poisson: -97.1717
[45] valid_0's poisson: -97.3154
[46] valid_0's poisson: -97.4555
[47] valid_0's poisson: -97.5939
[48] valid_0's poisson: -97.7276
[49] valid_0's poisson: -97.8615
[50] valid_0's poisson: -97.9929
[51] valid_0's poisson: -98.1211
[52] valid_0's poisson: -98.2469
[53] valid_0's poisson: -98.3728
[54] valid_0's poisson: -98.4965
[55] valid_0's poisson: -98.6188
[56] valid_0's poisson: -98.7397
[57] valid_0's poisson: -98.8578
[58] valid_0's poisson: -98.9747
[59] valid_0's poisson: -99.0898
[60] valid_0's poisson: -99.2027
[61] valid_0's poisson: -99.3147
[62] valid_0's poisson: -99.426
[63] valid_0's poisson: -99.5328
[64] valid_0's poisson: -99.6398
[65] valid_0's poisson: -99.7442
[66] valid_0's poisson: -99.8481
[67] valid_0's poisson: -99.9496
[68] valid_0's poisson: -100.049
[69] valid_0's poisson: -100.147
[70] valid_0's poisson: -100.244
[71] valid_0's poisson: -100.339
[72] valid_0's poisson: -100.434
[73] valid_0's poisson: -100.526
[74] valid_0's poisson: -100.618
[75] valid_0's poisson: -100.708
[76] valid_0's poisson: -100.797
[77] valid_0's poisson: -100.885
[78] valid_0's poisson: -100.972
[79] valid_0's poisson: -101.058
[80] valid_0's poisson: -101.143
[81] valid_0's poisson: -101.226
[82] valid_0's poisson: -101.309
[83] valid_0's poisson: -101.391
[84] valid_0's poisson: -101.472
[85] valid_0's poisson: -101.552
[86] valid_0's poisson: -101.63
[87] valid_0's poisson: -101.708
[88] valid_0's poisson: -101.784
[89] valid_0's poisson: -101.86
[90] valid_0's poisson: -101.934
[91] valid_0's poisson: -102.008
[92] valid_0's poisson: -102.081
[93] valid_0's poisson: -102.152
[94] valid_0's poisson: -102.222
[95] valid_0's poisson: -102.295
[96] valid_0's poisson: -102.364
[97] valid_0's poisson: -102.433
[98] valid_0's poisson: -102.5
[99] valid_0's poisson: -102.569
[100] valid_0's poisson: -102.634
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.549
[2] valid_0's poisson: -87.9099
[3] valid_0's poisson: -88.2594
[4] valid_0's poisson: -88.5978
[5] valid_0's poisson: -88.9264
[6] valid_0's poisson: -89.2453
[7] valid_0's poisson: -89.5553
[8] valid_0's poisson: -89.8538
[9] valid_0's poisson: -90.1472
[10] valid_0's poisson: -90.4317
[11] valid_0's poisson: -90.7101
[12] valid_0's poisson: -90.9804
[13] valid_0's poisson: -91.2442
[14] valid_0's poisson: -91.5013
[15] valid_0's poisson: -91.7523
[16] valid_0's poisson: -91.996
[17] valid_0's poisson: -92.2354
[18] valid_0's poisson: -92.4698
[19] valid_0's poisson: -92.6983
[20] valid_0's poisson: -92.9218
[21] valid_0's poisson: -93.1395
[22] valid_0's poisson: -93.3534
[23] valid_0's poisson: -93.5637
[24] valid_0's poisson: -93.7698
[25] valid_0's poisson: -93.9709
[26] valid_0's poisson: -94.1692
[27] valid_0's poisson: -94.3644
[28] valid_0's poisson: -94.5559
[29] valid_0's poisson: -94.743
[30] valid_0's poisson: -94.9265
[31] valid_0's poisson: -95.1054
[32] valid_0's poisson: -95.2823
[33] valid_0's poisson: -95.4557
[34] valid_0's poisson: -95.6244
[35] valid_0's poisson: -95.7913
[36] valid_0's poisson: -95.9569
[37] valid_0's poisson: -96.1207
[38] valid_0's poisson: -96.2795
[39] valid_0's poisson: -96.4373
[40] valid_0's poisson: -96.5914
[41] valid_0's poisson: -96.7439
[42] valid_0's poisson: -96.8941
[43] valid_0's poisson: -97.0394
[44] valid_0's poisson: -97.183
[45] valid_0's poisson: -97.3259
[46] valid_0's poisson: -97.4665
[47] valid_0's poisson: -97.6041
[48] valid_0's poisson: -97.7401
[49] valid_0's poisson: -97.8745
[50] valid_0's poisson: -98.0063
[51] valid_0's poisson: -98.1365
[52] valid_0's poisson: -98.2636
[53] valid_0's poisson: -98.3893
[54] valid_0's poisson: -98.5131
[55] valid_0's poisson: -98.6347
[56] valid_0's poisson: -98.7547
[57] valid_0's poisson: -98.8729
[58] valid_0's poisson: -98.9884
[59] valid_0's poisson: -99.1028
[60] valid_0's poisson: -99.2152
[61] valid_0's poisson: -99.3259
[62] valid_0's poisson: -99.4355
[63] valid_0's poisson: -99.543
[64] valid_0's poisson: -99.6501
[65] valid_0's poisson: -99.7554
[66] valid_0's poisson: -99.8585
[67] valid_0's poisson: -99.9603
[68] valid_0's poisson: -100.06
[69] valid_0's poisson: -100.158
[70] valid_0's poisson: -100.256
[71] valid_0's poisson: -100.352
[72] valid_0's poisson: -100.448
[73] valid_0's poisson: -100.541
[74] valid_0's poisson: -100.634
[75] valid_0's poisson: -100.725
[76] valid_0's poisson: -100.815
[77] valid_0's poisson: -100.904
[78] valid_0's poisson: -100.992
[79] valid_0's poisson: -101.077
[80] valid_0's poisson: -101.162
[81] valid_0's poisson: -101.245
[82] valid_0's poisson: -101.327
[83] valid_0's poisson: -101.408
[84] valid_0's poisson: -101.489
[85] valid_0's poisson: -101.568
[86] valid_0's poisson: -101.647
[87] valid_0's poisson: -101.724
[88] valid_0's poisson: -101.8
[89] valid_0's poisson: -101.874
[90] valid_0's poisson: -101.949
[91] valid_0's poisson: -102.022
[92] valid_0's poisson: -102.094
[93] valid_0's poisson: -102.165
[94] valid_0's poisson: -102.237
[95] valid_0's poisson: -102.307
[96] valid_0's poisson: -102.376
[97] valid_0's poisson: -102.445
[98] valid_0's poisson: -102.511
[99] valid_0's poisson: -102.578
[100] valid_0's poisson: -102.643
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.531
[2] valid_0's poisson: -87.8867
[3] valid_0's poisson: -88.2313
[4] valid_0's poisson: -88.5653
[5] valid_0's poisson: -88.8885
[6] valid_0's poisson: -89.2035
[7] valid_0's poisson: -89.5087
[8] valid_0's poisson: -89.8069
[9] valid_0's poisson: -90.0957
[10] valid_0's poisson: -90.3742
[11] valid_0's poisson: -90.6492
[12] valid_0's poisson: -90.918
[13] valid_0's poisson: -91.1783
[14] valid_0's poisson: -91.4311
[15] valid_0's poisson: -91.6797
[16] valid_0's poisson: -91.9259
[17] valid_0's poisson: -92.164
[18] valid_0's poisson: -92.3979
[19] valid_0's poisson: -92.6283
[20] valid_0's poisson: -92.8515
[21] valid_0's poisson: -93.0692
[22] valid_0's poisson: -93.2825
[23] valid_0's poisson: -93.4934
[24] valid_0's poisson: -93.6991
[25] valid_0's poisson: -93.8999
[26] valid_0's poisson: -94.0981
[27] valid_0's poisson: -94.2937
[28] valid_0's poisson: -94.4843
[29] valid_0's poisson: -94.6706
[30] valid_0's poisson: -94.8539
[31] valid_0's poisson: -95.0343
[32] valid_0's poisson: -95.2108
[33] valid_0's poisson: -95.3858
[34] valid_0's poisson: -95.5563
[35] valid_0's poisson: -95.7249
[36] valid_0's poisson: -95.8899
[37] valid_0's poisson: -96.052
[38] valid_0's poisson: -96.211
[39] valid_0's poisson: -96.3686
[40] valid_0's poisson: -96.5227
[41] valid_0's poisson: -96.6739
[42] valid_0's poisson: -96.8227
[43] valid_0's poisson: -96.9703
[44] valid_0's poisson: -97.114
[45] valid_0's poisson: -97.257
[46] valid_0's poisson: -97.3971
[47] valid_0's poisson: -97.5343
[48] valid_0's poisson: -97.6706
[49] valid_0's poisson: -97.8039
[50] valid_0's poisson: -97.9352
[51] valid_0's poisson: -98.065
[52] valid_0's poisson: -98.191
[53] valid_0's poisson: -98.3174
[54] valid_0's poisson: -98.4405
[55] valid_0's poisson: -98.5622
[56] valid_0's poisson: -98.6831
[57] valid_0's poisson: -98.8011
[58] valid_0's poisson: -98.919
[59] valid_0's poisson: -99.0345
[60] valid_0's poisson: -99.1476
[61] valid_0's poisson: -99.2602
[62] valid_0's poisson: -99.3692
[63] valid_0's poisson: -99.4782
[64] valid_0's poisson: -99.5845
[65] valid_0's poisson: -99.6886
[66] valid_0's poisson: -99.7913
[67] valid_0's poisson: -99.894
[68] valid_0's poisson: -99.9952
[69] valid_0's poisson: -100.093
[70] valid_0's poisson: -100.191
[71] valid_0's poisson: -100.288
[72] valid_0's poisson: -100.383
[73] valid_0's poisson: -100.476
[74] valid_0's poisson: -100.568
[75] valid_0's poisson: -100.659
[76] valid_0's poisson: -100.748
[77] valid_0's poisson: -100.837
[78] valid_0's poisson: -100.926
[79] valid_0's poisson: -101.011
[80] valid_0's poisson: -101.096
[81] valid_0's poisson: -101.18
[82] valid_0's poisson: -101.263
[83] valid_0's poisson: -101.346
[84] valid_0's poisson: -101.428
[85] valid_0's poisson: -101.509
[86] valid_0's poisson: -101.589
[87] valid_0's poisson: -101.666
[88] valid_0's poisson: -101.742
[89] valid_0's poisson: -101.818
[90] valid_0's poisson: -101.893
[91] valid_0's poisson: -101.967
[92] valid_0's poisson: -102.039
[93] valid_0's poisson: -102.113
[94] valid_0's poisson: -102.184
[95] valid_0's poisson: -102.254
[96] valid_0's poisson: -102.323
[97] valid_0's poisson: -102.391
[98] valid_0's poisson: -102.459
[99] valid_0's poisson: -102.527
[100] valid_0's poisson: -102.594
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.5207
[2] valid_0's poisson: -87.857
[3] valid_0's poisson: -88.1834
[4] valid_0's poisson: -88.5003
[5] valid_0's poisson: -88.8091
[6] valid_0's poisson: -89.1065
[7] valid_0's poisson: -89.3969
[8] valid_0's poisson: -89.6788
[9] valid_0's poisson: -89.9581
[10] valid_0's poisson: -90.2284
[11] valid_0's poisson: -90.4933
[12] valid_0's poisson: -90.7511
[13] valid_0's poisson: -91.0048
[14] valid_0's poisson: -91.2517
[15] valid_0's poisson: -91.4928
[16] valid_0's poisson: -91.7288
[17] valid_0's poisson: -91.9597
[18] valid_0's poisson: -92.1879
[19] valid_0's poisson: -92.4083
[20] valid_0's poisson: -92.6241
[21] valid_0's poisson: -92.836
[22] valid_0's poisson: -93.0459
[23] valid_0's poisson: -93.2492
[24] valid_0's poisson: -93.4487
[25] valid_0's poisson: -93.6444
[26] valid_0's poisson: -93.8365
[27] valid_0's poisson: -94.0265
[28] valid_0's poisson: -94.2112
[29] valid_0's poisson: -94.3922
[30] valid_0's poisson: -94.5725
[31] valid_0's poisson: -94.747
[32] valid_0's poisson: -94.9201
[33] valid_0's poisson: -95.0905
[34] valid_0's poisson: -95.2575
[35] valid_0's poisson: -95.4211
[36] valid_0's poisson: -95.5822
[37] valid_0's poisson: -95.7403
[38] valid_0's poisson: -95.8954
[39] valid_0's poisson: -96.0499
[40] valid_0's poisson: -96.1995
[41] valid_0's poisson: -96.347
[42] valid_0's poisson: -96.4916
[43] valid_0's poisson: -96.636
[44] valid_0's poisson: -96.7781
[45] valid_0's poisson: -96.918
[46] valid_0's poisson: -97.0538
[47] valid_0's poisson: -97.1873
[48] valid_0's poisson: -97.3203
[49] valid_0's poisson: -97.4499
[50] valid_0's poisson: -97.5773
[51] valid_0's poisson: -97.7041
[52] valid_0's poisson: -97.83
[53] valid_0's poisson: -97.9515
[54] valid_0's poisson: -98.0718
[55] valid_0's poisson: -98.1906
[56] valid_0's poisson: -98.3086
[57] valid_0's poisson: -98.4259
[58] valid_0's poisson: -98.5389
[59] valid_0's poisson: -98.6508
[60] valid_0's poisson: -98.7616
[61] valid_0's poisson: -98.8724
[62] valid_0's poisson: -98.9797
[63] valid_0's poisson: -99.0863
[64] valid_0's poisson: -99.1914
[65] valid_0's poisson: -99.2944
[66] valid_0's poisson: -99.3956
[67] valid_0's poisson: -99.496
[68] valid_0's poisson: -99.5948
[69] valid_0's poisson: -99.6935
[70] valid_0's poisson: -99.7888
[71] valid_0's poisson: -99.8827
[72] valid_0's poisson: -99.975
[73] valid_0's poisson: -100.067
[74] valid_0's poisson: -100.157
[75] valid_0's poisson: -100.246
[76] valid_0's poisson: -100.334
[77] valid_0's poisson: -100.421
[78] valid_0's poisson: -100.507
[79] valid_0's poisson: -100.594
[80] valid_0's poisson: -100.677
[81] valid_0's poisson: -100.76
[82] valid_0's poisson: -100.841
[83] valid_0's poisson: -100.921
[84] valid_0's poisson: -101.001
[85] valid_0's poisson: -101.078
[86] valid_0's poisson: -101.155
[87] valid_0's poisson: -101.232
[88] valid_0's poisson: -101.307
[89] valid_0's poisson: -101.382
[90] valid_0's poisson: -101.454
[91] valid_0's poisson: -101.527
[92] valid_0's poisson: -101.599
[93] valid_0's poisson: -101.669
[94] valid_0's poisson: -101.739
[95] valid_0's poisson: -101.807
[96] valid_0's poisson: -101.876
[97] valid_0's poisson: -101.944
[98] valid_0's poisson: -102.011
[99] valid_0's poisson: -102.076
[100] valid_0's poisson: -102.141
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.5247
[2] valid_0's poisson: -87.8735
[3] valid_0's poisson: -88.2078
[4] valid_0's poisson: -88.5291
[5] valid_0's poisson: -88.8446
[6] valid_0's poisson: -89.1483
[7] valid_0's poisson: -89.4466
[8] valid_0's poisson: -89.736
[9] valid_0's poisson: -90.0142
[10] valid_0's poisson: -90.2887
[11] valid_0's poisson: -90.5537
[12] valid_0's poisson: -90.8149
[13] valid_0's poisson: -91.0674
[14] valid_0's poisson: -91.3159
[15] valid_0's poisson: -91.5612
[16] valid_0's poisson: -91.7983
[17] valid_0's poisson: -92.0326
[18] valid_0's poisson: -92.2594
[19] valid_0's poisson: -92.482
[20] valid_0's poisson: -92.7012
[21] valid_0's poisson: -92.9156
[22] valid_0's poisson: -93.1241
[23] valid_0's poisson: -93.3295
[24] valid_0's poisson: -93.5305
[25] valid_0's poisson: -93.727
[26] valid_0's poisson: -93.9203
[27] valid_0's poisson: -94.1086
[28] valid_0's poisson: -94.2946
[29] valid_0's poisson: -94.4778
[30] valid_0's poisson: -94.6575
[31] valid_0's poisson: -94.8342
[32] valid_0's poisson: -95.0074
[33] valid_0's poisson: -95.1786
[34] valid_0's poisson: -95.3451
[35] valid_0's poisson: -95.5092
[36] valid_0's poisson: -95.6713
[37] valid_0's poisson: -95.8287
[38] valid_0's poisson: -95.984
[39] valid_0's poisson: -96.1374
[40] valid_0's poisson: -96.2872
[41] valid_0's poisson: -96.4347
[42] valid_0's poisson: -96.5811
[43] valid_0's poisson: -96.7235
[44] valid_0's poisson: -96.8647
[45] valid_0's poisson: -97.004
[46] valid_0's poisson: -97.1399
[47] valid_0's poisson: -97.276
[48] valid_0's poisson: -97.4076
[49] valid_0's poisson: -97.5389
[50] valid_0's poisson: -97.6674
[51] valid_0's poisson: -97.7933
[52] valid_0's poisson: -97.9173
[53] valid_0's poisson: -98.0441
[54] valid_0's poisson: -98.1637
[55] valid_0's poisson: -98.2813
[56] valid_0's poisson: -98.3987
[57] valid_0's poisson: -98.5142
[58] valid_0's poisson: -98.6301
[59] valid_0's poisson: -98.7434
[60] valid_0's poisson: -98.853
[61] valid_0's poisson: -98.9646
[62] valid_0's poisson: -99.0708
[63] valid_0's poisson: -99.1755
[64] valid_0's poisson: -99.279
[65] valid_0's poisson: -99.3841
[66] valid_0's poisson: -99.4855
[67] valid_0's poisson: -99.5841
[68] valid_0's poisson: -99.6814
[69] valid_0's poisson: -99.7805
[70] valid_0's poisson: -99.875
[71] valid_0's poisson: -99.9702
[72] valid_0's poisson: -100.062
[73] valid_0's poisson: -100.152
[74] valid_0's poisson: -100.243
[75] valid_0's poisson: -100.33
[76] valid_0's poisson: -100.416
[77] valid_0's poisson: -100.503
[78] valid_0's poisson: -100.587
[79] valid_0's poisson: -100.669
[80] valid_0's poisson: -100.751
[81] valid_0's poisson: -100.832
[82] valid_0's poisson: -100.911
[83] valid_0's poisson: -100.992
[84] valid_0's poisson: -101.069
[85] valid_0's poisson: -101.146
[86] valid_0's poisson: -101.221
[87] valid_0's poisson: -101.299
[88] valid_0's poisson: -101.372
[89] valid_0's poisson: -101.445
[90] valid_0's poisson: -101.517
[91] valid_0's poisson: -101.588
[92] valid_0's poisson: -101.661
[93] valid_0's poisson: -101.73
[94] valid_0's poisson: -101.799
[95] valid_0's poisson: -101.868
[96] valid_0's poisson: -101.936
[97] valid_0's poisson: -102.002
[98] valid_0's poisson: -102.07
[99] valid_0's poisson: -102.134
[100] valid_0's poisson: -102.2
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.5238
[2] valid_0's poisson: -87.8675
[3] valid_0's poisson: -88.2001
[4] valid_0's poisson: -88.5183
[5] valid_0's poisson: -88.8328
[6] valid_0's poisson: -89.1346
[7] valid_0's poisson: -89.4297
[8] valid_0's poisson: -89.7172
[9] valid_0's poisson: -89.9984
[10] valid_0's poisson: -90.2729
[11] valid_0's poisson: -90.5392
[12] valid_0's poisson: -90.8005
[13] valid_0's poisson: -91.0547
[14] valid_0's poisson: -91.3051
[15] valid_0's poisson: -91.5487
[16] valid_0's poisson: -91.7861
[17] valid_0's poisson: -92.018
[18] valid_0's poisson: -92.2469
[19] valid_0's poisson: -92.4679
[20] valid_0's poisson: -92.6848
[21] valid_0's poisson: -92.8986
[22] valid_0's poisson: -93.1073
[23] valid_0's poisson: -93.3135
[24] valid_0's poisson: -93.5142
[25] valid_0's poisson: -93.7101
[26] valid_0's poisson: -93.9022
[27] valid_0's poisson: -94.0927
[28] valid_0's poisson: -94.2782
[29] valid_0's poisson: -94.46
[30] valid_0's poisson: -94.6401
[31] valid_0's poisson: -94.8161
[32] valid_0's poisson: -94.9876
[33] valid_0's poisson: -95.1567
[34] valid_0's poisson: -95.3241
[35] valid_0's poisson: -95.4865
[36] valid_0's poisson: -95.6499
[37] valid_0's poisson: -95.8096
[38] valid_0's poisson: -95.964
[39] valid_0's poisson: -96.116
[40] valid_0's poisson: -96.2678
[41] valid_0's poisson: -96.4161
[42] valid_0's poisson: -96.5617
[43] valid_0's poisson: -96.705
[44] valid_0's poisson: -96.8459
[45] valid_0's poisson: -96.9859
[46] valid_0's poisson: -97.1211
[47] valid_0's poisson: -97.2556
[48] valid_0's poisson: -97.3882
[49] valid_0's poisson: -97.5187
[50] valid_0's poisson: -97.6497
[51] valid_0's poisson: -97.776
[52] valid_0's poisson: -97.901
[53] valid_0's poisson: -98.0251
[54] valid_0's poisson: -98.1456
[55] valid_0's poisson: -98.2675
[56] valid_0's poisson: -98.385
[57] valid_0's poisson: -98.4995
[58] valid_0's poisson: -98.6127
[59] valid_0's poisson: -98.7273
[60] valid_0's poisson: -98.8373
[61] valid_0's poisson: -98.9471
[62] valid_0's poisson: -99.0547
[63] valid_0's poisson: -99.1596
[64] valid_0's poisson: -99.2641
[65] valid_0's poisson: -99.3674
[66] valid_0's poisson: -99.4696
[67] valid_0's poisson: -99.5686
[68] valid_0's poisson: -99.6662
[69] valid_0's poisson: -99.7659
[70] valid_0's poisson: -99.864
[71] valid_0's poisson: -99.9572
[72] valid_0's poisson: -100.05
[73] valid_0's poisson: -100.142
[74] valid_0's poisson: -100.232
[75] valid_0's poisson: -100.322
[76] valid_0's poisson: -100.412
[77] valid_0's poisson: -100.498
[78] valid_0's poisson: -100.586
[79] valid_0's poisson: -100.67
[80] valid_0's poisson: -100.752
[81] valid_0's poisson: -100.834
[82] valid_0's poisson: -100.917
[83] valid_0's poisson: -100.996
[84] valid_0's poisson: -101.075
[85] valid_0's poisson: -101.154
[86] valid_0's poisson: -101.231
[87] valid_0's poisson: -101.308
[88] valid_0's poisson: -101.382
[89] valid_0's poisson: -101.457
[90] valid_0's poisson: -101.531
[91] valid_0's poisson: -101.602
[92] valid_0's poisson: -101.675
[93] valid_0's poisson: -101.745
[94] valid_0's poisson: -101.813
[95] valid_0's poisson: -101.883
[96] valid_0's poisson: -101.951
[97] valid_0's poisson: -102.019
[98] valid_0's poisson: -102.085
[99] valid_0's poisson: -102.15
[100] valid_0's poisson: -102.213
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.5336
[2] valid_0's poisson: -87.8799
[3] valid_0's poisson: -88.2155
[4] valid_0's poisson: -88.5411
[5] valid_0's poisson: -88.8573
[6] valid_0's poisson: -89.1624
[7] valid_0's poisson: -89.4616
[8] valid_0's poisson: -89.7509
[9] valid_0's poisson: -90.0325
[10] valid_0's poisson: -90.3066
[11] valid_0's poisson: -90.5735
[12] valid_0's poisson: -90.8339
[13] valid_0's poisson: -91.089
[14] valid_0's poisson: -91.3377
[15] valid_0's poisson: -91.5823
[16] valid_0's poisson: -91.8204
[17] valid_0's poisson: -92.054
[18] valid_0's poisson: -92.2822
[19] valid_0's poisson: -92.5059
[20] valid_0's poisson: -92.7244
[21] valid_0's poisson: -92.9388
[22] valid_0's poisson: -93.1486
[23] valid_0's poisson: -93.3539
[24] valid_0's poisson: -93.5553
[25] valid_0's poisson: -93.7536
[26] valid_0's poisson: -93.9471
[27] valid_0's poisson: -94.137
[28] valid_0's poisson: -94.3241
[29] valid_0's poisson: -94.5066
[30] valid_0's poisson: -94.6858
[31] valid_0's poisson: -94.8611
[32] valid_0's poisson: -95.0338
[33] valid_0's poisson: -95.2045
[34] valid_0's poisson: -95.3715
[35] valid_0's poisson: -95.536
[36] valid_0's poisson: -95.6982
[37] valid_0's poisson: -95.856
[38] valid_0's poisson: -96.0108
[39] valid_0's poisson: -96.1643
[40] valid_0's poisson: -96.3136
[41] valid_0's poisson: -96.461
[42] valid_0's poisson: -96.6068
[43] valid_0's poisson: -96.7504
[44] valid_0's poisson: -96.8919
[45] valid_0's poisson: -97.031
[46] valid_0's poisson: -97.168
[47] valid_0's poisson: -97.3026
[48] valid_0's poisson: -97.4359
[49] valid_0's poisson: -97.5664
[50] valid_0's poisson: -97.6947
[51] valid_0's poisson: -97.8209
[52] valid_0's poisson: -97.9462
[53] valid_0's poisson: -98.0686
[54] valid_0's poisson: -98.1896
[55] valid_0's poisson: -98.309
[56] valid_0's poisson: -98.4259
[57] valid_0's poisson: -98.5409
[58] valid_0's poisson: -98.655
[59] valid_0's poisson: -98.7666
[60] valid_0's poisson: -98.8805
[61] valid_0's poisson: -98.9887
[62] valid_0's poisson: -99.0952
[63] valid_0's poisson: -99.2043
[64] valid_0's poisson: -99.3081
[65] valid_0's poisson: -99.4111
[66] valid_0's poisson: -99.5132
[67] valid_0's poisson: -99.6128
[68] valid_0's poisson: -99.7141
[69] valid_0's poisson: -99.8107
[70] valid_0's poisson: -99.9082
[71] valid_0's poisson: -100.005
[72] valid_0's poisson: -100.099
[73] valid_0's poisson: -100.19
[74] valid_0's poisson: -100.281
[75] valid_0's poisson: -100.37
[76] valid_0's poisson: -100.459
[77] valid_0's poisson: -100.546
[78] valid_0's poisson: -100.633
[79] valid_0's poisson: -100.718
[80] valid_0's poisson: -100.801
[81] valid_0's poisson: -100.882
[82] valid_0's poisson: -100.963
[83] valid_0's poisson: -101.042
[84] valid_0's poisson: -101.126
[85] valid_0's poisson: -101.202
[86] valid_0's poisson: -101.278
[87] valid_0's poisson: -101.354
[88] valid_0's poisson: -101.428
[89] valid_0's poisson: -101.501
[90] valid_0's poisson: -101.574
[91] valid_0's poisson: -101.645
[92] valid_0's poisson: -101.719
[93] valid_0's poisson: -101.788
[94] valid_0's poisson: -101.857
[95] valid_0's poisson: -101.927
[96] valid_0's poisson: -101.994
[97] valid_0's poisson: -102.061
[98] valid_0's poisson: -102.128
[99] valid_0's poisson: -102.193
[100] valid_0's poisson: -102.258
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.5142
[2] valid_0's poisson: -87.854
[3] valid_0's poisson: -88.1835
[4] valid_0's poisson: -88.5031
[5] valid_0's poisson: -88.8138
[6] valid_0's poisson: -89.1155
[7] valid_0's poisson: -89.4075
[8] valid_0's poisson: -89.6935
[9] valid_0's poisson: -89.9727
[10] valid_0's poisson: -90.2442
[11] valid_0's poisson: -90.5097
[12] valid_0's poisson: -90.7682
[13] valid_0's poisson: -91.0193
[14] valid_0's poisson: -91.2662
[15] valid_0's poisson: -91.5075
[16] valid_0's poisson: -91.7432
[17] valid_0's poisson: -91.9744
[18] valid_0's poisson: -92.2003
[19] valid_0's poisson: -92.4224
[20] valid_0's poisson: -92.6383
[21] valid_0's poisson: -92.8507
[22] valid_0's poisson: -93.0587
[23] valid_0's poisson: -93.2618
[24] valid_0's poisson: -93.4616
[25] valid_0's poisson: -93.6569
[26] valid_0's poisson: -93.8484
[27] valid_0's poisson: -94.0379
[28] valid_0's poisson: -94.2222
[29] valid_0's poisson: -94.4044
[30] valid_0's poisson: -94.5815
[31] valid_0's poisson: -94.7559
[32] valid_0's poisson: -94.9277
[33] valid_0's poisson: -95.0958
[34] valid_0's poisson: -95.2627
[35] valid_0's poisson: -95.4253
[36] valid_0's poisson: -95.588
[37] valid_0's poisson: -95.7445
[38] valid_0's poisson: -95.9008
[39] valid_0's poisson: -96.0527
[40] valid_0's poisson: -96.2029
[41] valid_0's poisson: -96.35
[42] valid_0's poisson: -96.496
[43] valid_0's poisson: -96.6387
[44] valid_0's poisson: -96.7793
[45] valid_0's poisson: -96.9176
[46] valid_0's poisson: -97.0532
[47] valid_0's poisson: -97.1873
[48] valid_0's poisson: -97.3176
[49] valid_0's poisson: -97.4471
[50] valid_0's poisson: -97.5743
[51] valid_0's poisson: -97.7005
[52] valid_0's poisson: -97.8243
[53] valid_0's poisson: -97.9472
[54] valid_0's poisson: -98.069
[55] valid_0's poisson: -98.1886
[56] valid_0's poisson: -98.3058
[57] valid_0's poisson: -98.4219
[58] valid_0's poisson: -98.536
[59] valid_0's poisson: -98.6494
[60] valid_0's poisson: -98.76
[61] valid_0's poisson: -98.8697
[62] valid_0's poisson: -98.9784
[63] valid_0's poisson: -99.0848
[64] valid_0's poisson: -99.1894
[65] valid_0's poisson: -99.2961
[66] valid_0's poisson: -99.3989
[67] valid_0's poisson: -99.4993
[68] valid_0's poisson: -99.5981
[69] valid_0's poisson: -99.6973
[70] valid_0's poisson: -99.7934
[71] valid_0's poisson: -99.8892
[72] valid_0's poisson: -99.9833
[73] valid_0's poisson: -100.075
[74] valid_0's poisson: -100.169
[75] valid_0's poisson: -100.259
[76] valid_0's poisson: -100.347
[77] valid_0's poisson: -100.433
[78] valid_0's poisson: -100.523
[79] valid_0's poisson: -100.609
[80] valid_0's poisson: -100.692
[81] valid_0's poisson: -100.778
[82] valid_0's poisson: -100.859
[83] valid_0's poisson: -100.94
[84] valid_0's poisson: -101.022
[85] valid_0's poisson: -101.101
[86] valid_0's poisson: -101.179
[87] valid_0's poisson: -101.255
[88] valid_0's poisson: -101.333
[89] valid_0's poisson: -101.408
[90] valid_0's poisson: -101.482
[91] valid_0's poisson: -101.554
[92] valid_0's poisson: -101.627
[93] valid_0's poisson: -101.699
[94] valid_0's poisson: -101.769
[95] valid_0's poisson: -101.838
[96] valid_0's poisson: -101.908
[97] valid_0's poisson: -101.975
[98] valid_0's poisson: -102.041
[99] valid_0's poisson: -102.109
[100] valid_0's poisson: -102.174
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.5386
[2] valid_0's poisson: -87.892
[3] valid_0's poisson: -88.2344
[4] valid_0's poisson: -88.567
[5] valid_0's poisson: -88.8896
[6] valid_0's poisson: -89.203
[7] valid_0's poisson: -89.508
[8] valid_0's poisson: -89.8044
[9] valid_0's poisson: -90.0933
[10] valid_0's poisson: -90.374
[11] valid_0's poisson: -90.6478
[12] valid_0's poisson: -90.9174
[13] valid_0's poisson: -91.177
[14] valid_0's poisson: -91.4322
[15] valid_0's poisson: -91.6832
[16] valid_0's poisson: -91.9261
[17] valid_0's poisson: -92.1634
[18] valid_0's poisson: -92.3988
[19] valid_0's poisson: -92.6246
[20] valid_0's poisson: -92.8489
[21] valid_0's poisson: -93.067
[22] valid_0's poisson: -93.2795
[23] valid_0's poisson: -93.4897
[24] valid_0's poisson: -93.694
[25] valid_0's poisson: -93.8943
[26] valid_0's poisson: -94.0903
[27] valid_0's poisson: -94.2824
[28] valid_0's poisson: -94.4712
[29] valid_0's poisson: -94.6574
[30] valid_0's poisson: -94.842
[31] valid_0's poisson: -95.0202
[32] valid_0's poisson: -95.1985
[33] valid_0's poisson: -95.3739
[34] valid_0's poisson: -95.5452
[35] valid_0's poisson: -95.7141
[36] valid_0's poisson: -95.8791
[37] valid_0's poisson: -96.042
[38] valid_0's poisson: -96.2014
[39] valid_0's poisson: -96.3588
[40] valid_0's poisson: -96.5127
[41] valid_0's poisson: -96.665
[42] valid_0's poisson: -96.8133
[43] valid_0's poisson: -96.9603
[44] valid_0's poisson: -97.1053
[45] valid_0's poisson: -97.2465
[46] valid_0's poisson: -97.3876
[47] valid_0's poisson: -97.5243
[48] valid_0's poisson: -97.6605
[49] valid_0's poisson: -97.7941
[50] valid_0's poisson: -97.9258
[51] valid_0's poisson: -98.0551
[52] valid_0's poisson: -98.1823
[53] valid_0's poisson: -98.3064
[54] valid_0's poisson: -98.4302
[55] valid_0's poisson: -98.5504
[56] valid_0's poisson: -98.67
[57] valid_0's poisson: -98.7862
[58] valid_0's poisson: -98.9027
[59] valid_0's poisson: -99.0172
[60] valid_0's poisson: -99.1301
[61] valid_0's poisson: -99.2407
[62] valid_0's poisson: -99.3488
[63] valid_0's poisson: -99.4563
[64] valid_0's poisson: -99.5625
[65] valid_0's poisson: -99.6682
[66] valid_0's poisson: -99.7709
[67] valid_0's poisson: -99.8735
[68] valid_0's poisson: -99.9749
[69] valid_0's poisson: -100.072
[70] valid_0's poisson: -100.171
[71] valid_0's poisson: -100.267
[72] valid_0's poisson: -100.362
[73] valid_0's poisson: -100.456
[74] valid_0's poisson: -100.546
[75] valid_0's poisson: -100.636
[76] valid_0's poisson: -100.724
[77] valid_0's poisson: -100.812
[78] valid_0's poisson: -100.899
[79] valid_0's poisson: -100.985
[80] valid_0's poisson: -101.073
[81] valid_0's poisson: -101.157
[82] valid_0's poisson: -101.239
[83] valid_0's poisson: -101.32
[84] valid_0's poisson: -101.401
[85] valid_0's poisson: -101.48
[86] valid_0's poisson: -101.558
[87] valid_0's poisson: -101.635
[88] valid_0's poisson: -101.712
[89] valid_0's poisson: -101.788
[90] valid_0's poisson: -101.862
[91] valid_0's poisson: -101.936
[92] valid_0's poisson: -102.012
[93] valid_0's poisson: -102.084
[94] valid_0's poisson: -102.155
[95] valid_0's poisson: -102.226
[96] valid_0's poisson: -102.299
[97] valid_0's poisson: -102.368
[98] valid_0's poisson: -102.435
[99] valid_0's poisson: -102.505
[100] valid_0's poisson: -102.572
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.5406
[2] valid_0's poisson: -87.9011
[3] valid_0's poisson: -88.2489
[4] valid_0's poisson: -88.5857
[5] valid_0's poisson: -88.9092
[6] valid_0's poisson: -89.2235
[7] valid_0's poisson: -89.5341
[8] valid_0's poisson: -89.8361
[9] valid_0's poisson: -90.1261
[10] valid_0's poisson: -90.4122
[11] valid_0's poisson: -90.689
[12] valid_0's poisson: -90.9588
[13] valid_0's poisson: -91.2224
[14] valid_0's poisson: -91.4795
[15] valid_0's poisson: -91.7282
[16] valid_0's poisson: -91.9758
[17] valid_0's poisson: -92.215
[18] valid_0's poisson: -92.4478
[19] valid_0's poisson: -92.6777
[20] valid_0's poisson: -92.9036
[21] valid_0's poisson: -93.1218
[22] valid_0's poisson: -93.338
[23] valid_0's poisson: -93.5489
[24] valid_0's poisson: -93.7532
[25] valid_0's poisson: -93.955
[26] valid_0's poisson: -94.1538
[27] valid_0's poisson: -94.3476
[28] valid_0's poisson: -94.5399
[29] valid_0's poisson: -94.7283
[30] valid_0's poisson: -94.9137
[31] valid_0's poisson: -95.0951
[32] valid_0's poisson: -95.2732
[33] valid_0's poisson: -95.4478
[34] valid_0's poisson: -95.6191
[35] valid_0's poisson: -95.7875
[36] valid_0's poisson: -95.9535
[37] valid_0's poisson: -96.1162
[38] valid_0's poisson: -96.2764
[39] valid_0's poisson: -96.4315
[40] valid_0's poisson: -96.5854
[41] valid_0's poisson: -96.737
[42] valid_0's poisson: -96.8847
[43] valid_0's poisson: -97.03
[44] valid_0's poisson: -97.1746
[45] valid_0's poisson: -97.3154
[46] valid_0's poisson: -97.4544
[47] valid_0's poisson: -97.5911
[48] valid_0's poisson: -97.7258
[49] valid_0's poisson: -97.86
[50] valid_0's poisson: -97.9888
[51] valid_0's poisson: -98.1181
[52] valid_0's poisson: -98.2458
[53] valid_0's poisson: -98.3691
[54] valid_0's poisson: -98.4931
[55] valid_0's poisson: -98.6135
[56] valid_0's poisson: -98.7339
[57] valid_0's poisson: -98.8511
[58] valid_0's poisson: -98.9676
[59] valid_0's poisson: -99.0805
[60] valid_0's poisson: -99.1927
[61] valid_0's poisson: -99.3028
[62] valid_0's poisson: -99.4122
[63] valid_0's poisson: -99.5186
[64] valid_0's poisson: -99.6247
[65] valid_0's poisson: -99.7279
[66] valid_0's poisson: -99.8312
[67] valid_0's poisson: -99.9316
[68] valid_0's poisson: -100.032
[69] valid_0's poisson: -100.129
[70] valid_0's poisson: -100.227
[71] valid_0's poisson: -100.323
[72] valid_0's poisson: -100.417
[73] valid_0's poisson: -100.511
[74] valid_0's poisson: -100.602
[75] valid_0's poisson: -100.693
[76] valid_0's poisson: -100.783
[77] valid_0's poisson: -100.871
[78] valid_0's poisson: -100.958
[79] valid_0's poisson: -101.043
[80] valid_0's poisson: -101.128
[81] valid_0's poisson: -101.211
[82] valid_0's poisson: -101.293
[83] valid_0's poisson: -101.374
[84] valid_0's poisson: -101.454
[85] valid_0's poisson: -101.533
[86] valid_0's poisson: -101.61
[87] valid_0's poisson: -101.687
[88] valid_0's poisson: -101.762
[89] valid_0's poisson: -101.838
[90] valid_0's poisson: -101.911
[91] valid_0's poisson: -101.984
[92] valid_0's poisson: -102.056
[93] valid_0's poisson: -102.127
[94] valid_0's poisson: -102.198
[95] valid_0's poisson: -102.268
[96] valid_0's poisson: -102.336
[97] valid_0's poisson: -102.404
[98] valid_0's poisson: -102.472
[99] valid_0's poisson: -102.538
[100] valid_0's poisson: -102.605
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.5398
[2] valid_0's poisson: -87.8996
[3] valid_0's poisson: -88.2475
[4] valid_0's poisson: -88.5832
[5] valid_0's poisson: -88.9098
[6] valid_0's poisson: -89.2277
[7] valid_0's poisson: -89.5365
[8] valid_0's poisson: -89.8364
[9] valid_0's poisson: -90.129
[10] valid_0's poisson: -90.4143
[11] valid_0's poisson: -90.6906
[12] valid_0's poisson: -90.9608
[13] valid_0's poisson: -91.2236
[14] valid_0's poisson: -91.48
[15] valid_0's poisson: -91.7323
[16] valid_0's poisson: -91.9754
[17] valid_0's poisson: -92.214
[18] valid_0's poisson: -92.4456
[19] valid_0's poisson: -92.6745
[20] valid_0's poisson: -92.8964
[21] valid_0's poisson: -93.1138
[22] valid_0's poisson: -93.3299
[23] valid_0's poisson: -93.54
[24] valid_0's poisson: -93.7445
[25] valid_0's poisson: -93.9442
[26] valid_0's poisson: -94.1421
[27] valid_0's poisson: -94.3373
[28] valid_0's poisson: -94.5275
[29] valid_0's poisson: -94.7144
[30] valid_0's poisson: -94.9001
[31] valid_0's poisson: -95.083
[32] valid_0's poisson: -95.2612
[33] valid_0's poisson: -95.4346
[34] valid_0's poisson: -95.6061
[35] valid_0's poisson: -95.7757
[36] valid_0's poisson: -95.9417
[37] valid_0's poisson: -96.1066
[38] valid_0's poisson: -96.2669
[39] valid_0's poisson: -96.4249
[40] valid_0's poisson: -96.5803
[41] valid_0's poisson: -96.7308
[42] valid_0's poisson: -96.881
[43] valid_0's poisson: -97.0284
[44] valid_0's poisson: -97.1717
[45] valid_0's poisson: -97.3154
[46] valid_0's poisson: -97.4554
[47] valid_0's poisson: -97.5938
[48] valid_0's poisson: -97.7275
[49] valid_0's poisson: -97.8614
[50] valid_0's poisson: -97.9928
[51] valid_0's poisson: -98.1211
[52] valid_0's poisson: -98.2469
[53] valid_0's poisson: -98.3728
[54] valid_0's poisson: -98.4965
[55] valid_0's poisson: -98.6188
[56] valid_0's poisson: -98.7397
[57] valid_0's poisson: -98.8577
[58] valid_0's poisson: -98.9746
[59] valid_0's poisson: -99.0898
[60] valid_0's poisson: -99.2027
[61] valid_0's poisson: -99.3146
[62] valid_0's poisson: -99.4259
[63] valid_0's poisson: -99.5327
[64] valid_0's poisson: -99.6397
[65] valid_0's poisson: -99.7442
[66] valid_0's poisson: -99.848
[67] valid_0's poisson: -99.9495
[68] valid_0's poisson: -100.049
[69] valid_0's poisson: -100.147
[70] valid_0's poisson: -100.244
[71] valid_0's poisson: -100.339
[72] valid_0's poisson: -100.434
[73] valid_0's poisson: -100.526
[74] valid_0's poisson: -100.618
[75] valid_0's poisson: -100.708
[76] valid_0's poisson: -100.797
[77] valid_0's poisson: -100.885
[78] valid_0's poisson: -100.972
[79] valid_0's poisson: -101.058
[80] valid_0's poisson: -101.143
[81] valid_0's poisson: -101.226
[82] valid_0's poisson: -101.309
[83] valid_0's poisson: -101.391
[84] valid_0's poisson: -101.472
[85] valid_0's poisson: -101.552
[86] valid_0's poisson: -101.63
[87] valid_0's poisson: -101.708
[88] valid_0's poisson: -101.784
[89] valid_0's poisson: -101.86
[90] valid_0's poisson: -101.934
[91] valid_0's poisson: -102.008
[92] valid_0's poisson: -102.08
[93] valid_0's poisson: -102.152
[94] valid_0's poisson: -102.222
[95] valid_0's poisson: -102.295
[96] valid_0's poisson: -102.364
[97] valid_0's poisson: -102.433
[98] valid_0's poisson: -102.5
[99] valid_0's poisson: -102.569
[100] valid_0's poisson: -102.634
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.549
[2] valid_0's poisson: -87.9099
[3] valid_0's poisson: -88.2594
[4] valid_0's poisson: -88.5977
[5] valid_0's poisson: -88.9264
[6] valid_0's poisson: -89.2453
[7] valid_0's poisson: -89.5553
[8] valid_0's poisson: -89.8538
[9] valid_0's poisson: -90.1471
[10] valid_0's poisson: -90.4317
[11] valid_0's poisson: -90.7101
[12] valid_0's poisson: -90.9804
[13] valid_0's poisson: -91.2442
[14] valid_0's poisson: -91.5013
[15] valid_0's poisson: -91.7523
[16] valid_0's poisson: -91.996
[17] valid_0's poisson: -92.2354
[18] valid_0's poisson: -92.4698
[19] valid_0's poisson: -92.6983
[20] valid_0's poisson: -92.9218
[21] valid_0's poisson: -93.1395
[22] valid_0's poisson: -93.3534
[23] valid_0's poisson: -93.5637
[24] valid_0's poisson: -93.7698
[25] valid_0's poisson: -93.9709
[26] valid_0's poisson: -94.1692
[27] valid_0's poisson: -94.3644
[28] valid_0's poisson: -94.5558
[29] valid_0's poisson: -94.7429
[30] valid_0's poisson: -94.9265
[31] valid_0's poisson: -95.1054
[32] valid_0's poisson: -95.2822
[33] valid_0's poisson: -95.4556
[34] valid_0's poisson: -95.6244
[35] valid_0's poisson: -95.7913
[36] valid_0's poisson: -95.9569
[37] valid_0's poisson: -96.1207
[38] valid_0's poisson: -96.2795
[39] valid_0's poisson: -96.4373
[40] valid_0's poisson: -96.5914
[41] valid_0's poisson: -96.7439
[42] valid_0's poisson: -96.8941
[43] valid_0's poisson: -97.0394
[44] valid_0's poisson: -97.183
[45] valid_0's poisson: -97.3259
[46] valid_0's poisson: -97.4665
[47] valid_0's poisson: -97.6041
[48] valid_0's poisson: -97.7401
[49] valid_0's poisson: -97.8745
[50] valid_0's poisson: -98.0062
[51] valid_0's poisson: -98.1365
[52] valid_0's poisson: -98.2636
[53] valid_0's poisson: -98.3892
[54] valid_0's poisson: -98.5131
[55] valid_0's poisson: -98.6347
[56] valid_0's poisson: -98.7546
[57] valid_0's poisson: -98.8729
[58] valid_0's poisson: -98.9884
[59] valid_0's poisson: -99.1028
[60] valid_0's poisson: -99.2152
[61] valid_0's poisson: -99.3258
[62] valid_0's poisson: -99.4355
[63] valid_0's poisson: -99.543
[64] valid_0's poisson: -99.65
[65] valid_0's poisson: -99.7553
[66] valid_0's poisson: -99.8584
[67] valid_0's poisson: -99.9603
[68] valid_0's poisson: -100.06
[69] valid_0's poisson: -100.158
[70] valid_0's poisson: -100.256
[71] valid_0's poisson: -100.352
[72] valid_0's poisson: -100.447
[73] valid_0's poisson: -100.541
[74] valid_0's poisson: -100.634
[75] valid_0's poisson: -100.725
[76] valid_0's poisson: -100.815
[77] valid_0's poisson: -100.904
[78] valid_0's poisson: -100.992
[79] valid_0's poisson: -101.077
[80] valid_0's poisson: -101.161
[81] valid_0's poisson: -101.245
[82] valid_0's poisson: -101.327
[83] valid_0's poisson: -101.408
[84] valid_0's poisson: -101.489
[85] valid_0's poisson: -101.568
[86] valid_0's poisson: -101.647
[87] valid_0's poisson: -101.724
[88] valid_0's poisson: -101.8
[89] valid_0's poisson: -101.874
[90] valid_0's poisson: -101.949
[91] valid_0's poisson: -102.022
[92] valid_0's poisson: -102.094
[93] valid_0's poisson: -102.165
[94] valid_0's poisson: -102.237
[95] valid_0's poisson: -102.307
[96] valid_0's poisson: -102.376
[97] valid_0's poisson: -102.445
[98] valid_0's poisson: -102.511
[99] valid_0's poisson: -102.578
[100] valid_0's poisson: -102.643
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.531
[2] valid_0's poisson: -87.8867
[3] valid_0's poisson: -88.2313
[4] valid_0's poisson: -88.5653
[5] valid_0's poisson: -88.8885
[6] valid_0's poisson: -89.2035
[7] valid_0's poisson: -89.5087
[8] valid_0's poisson: -89.8069
[9] valid_0's poisson: -90.0957
[10] valid_0's poisson: -90.3742
[11] valid_0's poisson: -90.6492
[12] valid_0's poisson: -90.9179
[13] valid_0's poisson: -91.1782
[14] valid_0's poisson: -91.4311
[15] valid_0's poisson: -91.6797
[16] valid_0's poisson: -91.9259
[17] valid_0's poisson: -92.1639
[18] valid_0's poisson: -92.3978
[19] valid_0's poisson: -92.6282
[20] valid_0's poisson: -92.8515
[21] valid_0's poisson: -93.0692
[22] valid_0's poisson: -93.2825
[23] valid_0's poisson: -93.4934
[24] valid_0's poisson: -93.6991
[25] valid_0's poisson: -93.8999
[26] valid_0's poisson: -94.098
[27] valid_0's poisson: -94.2937
[28] valid_0's poisson: -94.4842
[29] valid_0's poisson: -94.6706
[30] valid_0's poisson: -94.8539
[31] valid_0's poisson: -95.0343
[32] valid_0's poisson: -95.2107
[33] valid_0's poisson: -95.3857
[34] valid_0's poisson: -95.5562
[35] valid_0's poisson: -95.7248
[36] valid_0's poisson: -95.8899
[37] valid_0's poisson: -96.052
[38] valid_0's poisson: -96.211
[39] valid_0's poisson: -96.3685
[40] valid_0's poisson: -96.5226
[41] valid_0's poisson: -96.6739
[42] valid_0's poisson: -96.8227
[43] valid_0's poisson: -96.9703
[44] valid_0's poisson: -97.114
[45] valid_0's poisson: -97.257
[46] valid_0's poisson: -97.3971
[47] valid_0's poisson: -97.5342
[48] valid_0's poisson: -97.6706
[49] valid_0's poisson: -97.8039
[50] valid_0's poisson: -97.9351
[51] valid_0's poisson: -98.0649
[52] valid_0's poisson: -98.191
[53] valid_0's poisson: -98.3173
[54] valid_0's poisson: -98.4405
[55] valid_0's poisson: -98.5622
[56] valid_0's poisson: -98.6831
[57] valid_0's poisson: -98.801
[58] valid_0's poisson: -98.919
[59] valid_0's poisson: -99.0345
[60] valid_0's poisson: -99.1476
[61] valid_0's poisson: -99.2601
[62] valid_0's poisson: -99.3692
[63] valid_0's poisson: -99.4781
[64] valid_0's poisson: -99.5844
[65] valid_0's poisson: -99.6885
[66] valid_0's poisson: -99.7913
[67] valid_0's poisson: -99.894
[68] valid_0's poisson: -99.9952
[69] valid_0's poisson: -100.093
[70] valid_0's poisson: -100.191
[71] valid_0's poisson: -100.288
[72] valid_0's poisson: -100.382
[73] valid_0's poisson: -100.476
[74] valid_0's poisson: -100.568
[75] valid_0's poisson: -100.659
[76] valid_0's poisson: -100.748
[77] valid_0's poisson: -100.837
[78] valid_0's poisson: -100.926
[79] valid_0's poisson: -101.011
[80] valid_0's poisson: -101.096
[81] valid_0's poisson: -101.18
[82] valid_0's poisson: -101.263
[83] valid_0's poisson: -101.346
[84] valid_0's poisson: -101.428
[85] valid_0's poisson: -101.509
[86] valid_0's poisson: -101.589
[87] valid_0's poisson: -101.666
[88] valid_0's poisson: -101.742
[89] valid_0's poisson: -101.818
[90] valid_0's poisson: -101.893
[91] valid_0's poisson: -101.966
[92] valid_0's poisson: -102.039
[93] valid_0's poisson: -102.113
[94] valid_0's poisson: -102.184
[95] valid_0's poisson: -102.254
[96] valid_0's poisson: -102.323
[97] valid_0's poisson: -102.391
[98] valid_0's poisson: -102.459
[99] valid_0's poisson: -102.527
[100] valid_0's poisson: -102.593
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.4902
[2] valid_0's poisson: -87.7974
[3] valid_0's poisson: -88.0965
[4] valid_0's poisson: -88.3872
[5] valid_0's poisson: -88.6699
[6] valid_0's poisson: -88.9484
[7] valid_0's poisson: -89.2194
[8] valid_0's poisson: -89.4859
[9] valid_0's poisson: -89.7416
[10] valid_0's poisson: -89.9932
[11] valid_0's poisson: -90.2403
[12] valid_0's poisson: -90.4784
[13] valid_0's poisson: -90.7128
[14] valid_0's poisson: -90.9432
[15] valid_0's poisson: -91.1658
[16] valid_0's poisson: -91.3849
[17] valid_0's poisson: -91.6007
[18] valid_0's poisson: -91.8094
[19] valid_0's poisson: -92.0168
[20] valid_0's poisson: -92.2186
[21] valid_0's poisson: -92.4172
[22] valid_0's poisson: -92.6095
[23] valid_0's poisson: -92.7987
[24] valid_0's poisson: -92.9857
[25] valid_0's poisson: -93.1671
[26] valid_0's poisson: -93.3454
[27] valid_0's poisson: -93.5219
[28] valid_0's poisson: -93.6933
[29] valid_0's poisson: -93.8632
[30] valid_0's poisson: -94.0298
[31] valid_0's poisson: -94.1945
[32] valid_0's poisson: -94.3638
[33] valid_0's poisson: -94.5236
[34] valid_0's poisson: -94.6798
[35] valid_0's poisson: -94.8401
[36] valid_0's poisson: -94.9928
[37] valid_0's poisson: -95.1418
[38] valid_0's poisson: -95.288
[39] valid_0's poisson: -95.4386
[40] valid_0's poisson: -95.5794
[41] valid_0's poisson: -95.7186
[42] valid_0's poisson: -95.8621
[43] valid_0's poisson: -95.9978
[44] valid_0's poisson: -96.1305
[45] valid_0's poisson: -96.2677
[46] valid_0's poisson: -96.397
[47] valid_0's poisson: -96.5237
[48] valid_0's poisson: -96.6567
[49] valid_0's poisson: -96.781
[50] valid_0's poisson: -96.9041
[51] valid_0's poisson: -97.0248
[52] valid_0's poisson: -97.1436
[53] valid_0's poisson: -97.2668
[54] valid_0's poisson: -97.3821
[55] valid_0's poisson: -97.4967
[56] valid_0's poisson: -97.6079
[57] valid_0's poisson: -97.7244
[58] valid_0's poisson: -97.834
[59] valid_0's poisson: -97.9413
[60] valid_0's poisson: -98.0537
[61] valid_0's poisson: -98.159
[62] valid_0's poisson: -98.2614
[63] valid_0's poisson: -98.3643
[64] valid_0's poisson: -98.4688
[65] valid_0's poisson: -98.5668
[66] valid_0's poisson: -98.6681
[67] valid_0's poisson: -98.764
[68] valid_0's poisson: -98.8604
[69] valid_0's poisson: -98.9598
[70] valid_0's poisson: -99.051
[71] valid_0's poisson: -99.1476
[72] valid_0's poisson: -99.2369
[73] valid_0's poisson: -99.3256
[74] valid_0's poisson: -99.4198
[75] valid_0's poisson: -99.5076
[76] valid_0's poisson: -99.5979
[77] valid_0's poisson: -99.6819
[78] valid_0's poisson: -99.7714
[79] valid_0's poisson: -99.8542
[80] valid_0's poisson: -99.9346
[81] valid_0's poisson: -100.016
[82] valid_0's poisson: -100.095
[83] valid_0's poisson: -100.174
[84] valid_0's poisson: -100.252
[85] valid_0's poisson: -100.328
[86] valid_0's poisson: -100.404
[87] valid_0's poisson: -100.478
[88] valid_0's poisson: -100.551
[89] valid_0's poisson: -100.63
[90] valid_0's poisson: -100.701
[91] valid_0's poisson: -100.77
[92] valid_0's poisson: -100.841
[93] valid_0's poisson: -100.909
[94] valid_0's poisson: -100.983
[95] valid_0's poisson: -101.05
[96] valid_0's poisson: -101.116
[97] valid_0's poisson: -101.185
[98] valid_0's poisson: -101.25
[99] valid_0's poisson: -101.317
[100] valid_0's poisson: -101.38
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.4959
[2] valid_0's poisson: -87.8208
[3] valid_0's poisson: -88.1266
[4] valid_0's poisson: -88.4249
[5] valid_0's poisson: -88.7236
[6] valid_0's poisson: -89.0069
[7] valid_0's poisson: -89.2827
[8] valid_0's poisson: -89.5507
[9] valid_0's poisson: -89.8105
[10] valid_0's poisson: -90.0638
[11] valid_0's poisson: -90.3207
[12] valid_0's poisson: -90.5638
[13] valid_0's poisson: -90.8017
[14] valid_0's poisson: -91.0341
[15] valid_0's poisson: -91.2601
[16] valid_0's poisson: -91.4898
[17] valid_0's poisson: -91.7067
[18] valid_0's poisson: -91.9191
[19] valid_0's poisson: -92.1267
[20] valid_0's poisson: -92.3291
[21] valid_0's poisson: -92.5273
[22] valid_0's poisson: -92.7304
[23] valid_0's poisson: -92.9218
[24] valid_0's poisson: -93.1091
[25] valid_0's poisson: -93.292
[26] valid_0's poisson: -93.4714
[27] valid_0's poisson: -93.6486
[28] valid_0's poisson: -93.8298
[29] valid_0's poisson: -94.0005
[30] valid_0's poisson: -94.1692
[31] valid_0's poisson: -94.3407
[32] valid_0's poisson: -94.5033
[33] valid_0's poisson: -94.6628
[34] valid_0's poisson: -94.8197
[35] valid_0's poisson: -94.9741
[36] valid_0's poisson: -95.132
[37] valid_0's poisson: -95.2817
[38] valid_0's poisson: -95.428
[39] valid_0's poisson: -95.5728
[40] valid_0's poisson: -95.7142
[41] valid_0's poisson: -95.8543
[42] valid_0's poisson: -95.998
[43] valid_0's poisson: -96.133
[44] valid_0's poisson: -96.2662
[45] valid_0's poisson: -96.3968
[46] valid_0's poisson: -96.5262
[47] valid_0's poisson: -96.6591
[48] valid_0's poisson: -96.7842
[49] valid_0's poisson: -96.9074
[50] valid_0's poisson: -97.0286
[51] valid_0's poisson: -97.1535
[52] valid_0's poisson: -97.2709
[53] valid_0's poisson: -97.387
[54] valid_0's poisson: -97.5019
[55] valid_0's poisson: -97.6192
[56] valid_0's poisson: -97.731
[57] valid_0's poisson: -97.8407
[58] valid_0's poisson: -97.9527
[59] valid_0's poisson: -98.0596
[60] valid_0's poisson: -98.1645
[61] valid_0's poisson: -98.2711
[62] valid_0's poisson: -98.3774
[63] valid_0's poisson: -98.4784
[64] valid_0's poisson: -98.5775
[65] valid_0's poisson: -98.6763
[66] valid_0's poisson: -98.7775
[67] valid_0's poisson: -98.8726
[68] valid_0's poisson: -98.9673
[69] valid_0's poisson: -99.0604
[70] valid_0's poisson: -99.1576
[71] valid_0's poisson: -99.248
[72] valid_0's poisson: -99.3372
[73] valid_0's poisson: -99.4309
[74] valid_0's poisson: -99.5184
[75] valid_0's poisson: -99.6055
[76] valid_0's poisson: -99.6907
[77] valid_0's poisson: -99.776
[78] valid_0's poisson: -99.8589
[79] valid_0's poisson: -99.941
[80] valid_0's poisson: -100.023
[81] valid_0's poisson: -100.103
[82] valid_0's poisson: -100.182
[83] valid_0's poisson: -100.259
[84] valid_0's poisson: -100.336
[85] valid_0's poisson: -100.413
[86] valid_0's poisson: -100.487
[87] valid_0's poisson: -100.562
[88] valid_0's poisson: -100.641
[89] valid_0's poisson: -100.713
[90] valid_0's poisson: -100.784
[91] valid_0's poisson: -100.856
[92] valid_0's poisson: -100.925
[93] valid_0's poisson: -100.994
[94] valid_0's poisson: -101.062
[95] valid_0's poisson: -101.129
[96] valid_0's poisson: -101.196
[97] valid_0's poisson: -101.268
[98] valid_0's poisson: -101.332
[99] valid_0's poisson: -101.397
[100] valid_0's poisson: -101.46
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.4939
[2] valid_0's poisson: -87.8091
[3] valid_0's poisson: -88.1144
[4] valid_0's poisson: -88.4126
[5] valid_0's poisson: -88.7018
[6] valid_0's poisson: -88.9843
[7] valid_0's poisson: -89.2592
[8] valid_0's poisson: -89.5245
[9] valid_0's poisson: -89.792
[10] valid_0's poisson: -90.0486
[11] valid_0's poisson: -90.2979
[12] valid_0's poisson: -90.5422
[13] valid_0's poisson: -90.7793
[14] valid_0's poisson: -91.0115
[15] valid_0's poisson: -91.2447
[16] valid_0's poisson: -91.4668
[17] valid_0's poisson: -91.684
[18] valid_0's poisson: -91.8948
[19] valid_0's poisson: -92.1091
[20] valid_0's poisson: -92.314
[21] valid_0's poisson: -92.5133
[22] valid_0's poisson: -92.7088
[23] valid_0's poisson: -92.8994
[24] valid_0's poisson: -93.0925
[25] valid_0's poisson: -93.2767
[26] valid_0's poisson: -93.4574
[27] valid_0's poisson: -93.6338
[28] valid_0's poisson: -93.8129
[29] valid_0's poisson: -93.9841
[30] valid_0's poisson: -94.1517
[31] valid_0's poisson: -94.3159
[32] valid_0's poisson: -94.4827
[33] valid_0's poisson: -94.6436
[34] valid_0's poisson: -94.799
[35] valid_0's poisson: -94.9529
[36] valid_0's poisson: -95.1089
[37] valid_0's poisson: -95.2569
[38] valid_0's poisson: -95.4048
[39] valid_0's poisson: -95.5474
[40] valid_0's poisson: -95.6933
[41] valid_0's poisson: -95.8336
[42] valid_0's poisson: -95.9718
[43] valid_0's poisson: -96.1068
[44] valid_0's poisson: -96.244
[45] valid_0's poisson: -96.3732
[46] valid_0's poisson: -96.5038
[47] valid_0's poisson: -96.6299
[48] valid_0's poisson: -96.7604
[49] valid_0's poisson: -96.8836
[50] valid_0's poisson: -97.0055
[51] valid_0's poisson: -97.1298
[52] valid_0's poisson: -97.2474
[53] valid_0's poisson: -97.3637
[54] valid_0's poisson: -97.4827
[55] valid_0's poisson: -97.5953
[56] valid_0's poisson: -97.7071
[57] valid_0's poisson: -97.8213
[58] valid_0's poisson: -97.932
[59] valid_0's poisson: -98.0394
[60] valid_0's poisson: -98.1452
[61] valid_0's poisson: -98.2527
[62] valid_0's poisson: -98.3554
[63] valid_0's poisson: -98.4563
[64] valid_0's poisson: -98.5591
[65] valid_0's poisson: -98.6597
[66] valid_0's poisson: -98.7576
[67] valid_0's poisson: -98.8569
[68] valid_0's poisson: -98.9513
[69] valid_0's poisson: -99.0466
[70] valid_0's poisson: -99.1406
[71] valid_0's poisson: -99.236
[72] valid_0's poisson: -99.3261
[73] valid_0's poisson: -99.419
[74] valid_0's poisson: -99.5081
[75] valid_0's poisson: -99.5947
[76] valid_0's poisson: -99.6837
[77] valid_0's poisson: -99.7692
[78] valid_0's poisson: -99.8534
[79] valid_0's poisson: -99.9349
[80] valid_0's poisson: -100.02
[81] valid_0's poisson: -100.101
[82] valid_0's poisson: -100.181
[83] valid_0's poisson: -100.259
[84] valid_0's poisson: -100.336
[85] valid_0's poisson: -100.414
[86] valid_0's poisson: -100.489
[87] valid_0's poisson: -100.565
[88] valid_0's poisson: -100.639
[89] valid_0's poisson: -100.711
[90] valid_0's poisson: -100.785
[91] valid_0's poisson: -100.857
[92] valid_0's poisson: -100.927
[93] valid_0's poisson: -100.997
[94] valid_0's poisson: -101.067
[95] valid_0's poisson: -101.134
[96] valid_0's poisson: -101.202
[97] valid_0's poisson: -101.268
[98] valid_0's poisson: -101.333
[99] valid_0's poisson: -101.402
[100] valid_0's poisson: -101.466
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.5015
[2] valid_0's poisson: -87.8171
[3] valid_0's poisson: -88.1241
[4] valid_0's poisson: -88.4241
[5] valid_0's poisson: -88.7157
[6] valid_0's poisson: -88.9989
[7] valid_0's poisson: -89.2752
[8] valid_0's poisson: -89.5522
[9] valid_0's poisson: -89.8157
[10] valid_0's poisson: -90.07
[11] valid_0's poisson: -90.3198
[12] valid_0's poisson: -90.5638
[13] valid_0's poisson: -90.8061
[14] valid_0's poisson: -91.0376
[15] valid_0's poisson: -91.2659
[16] valid_0's poisson: -91.4886
[17] valid_0's poisson: -91.7143
[18] valid_0's poisson: -91.9282
[19] valid_0's poisson: -92.1361
[20] valid_0's poisson: -92.3389
[21] valid_0's poisson: -92.5396
[22] valid_0's poisson: -92.7408
[23] valid_0's poisson: -92.9312
[24] valid_0's poisson: -93.1197
[25] valid_0's poisson: -93.3043
[26] valid_0's poisson: -93.4909
[27] valid_0's poisson: -93.6695
[28] valid_0's poisson: -93.8431
[29] valid_0's poisson: -94.0195
[30] valid_0's poisson: -94.1862
[31] valid_0's poisson: -94.3512
[32] valid_0's poisson: -94.5141
[33] valid_0's poisson: -94.6785
[34] valid_0's poisson: -94.8344
[35] valid_0's poisson: -94.9883
[36] valid_0's poisson: -95.1401
[37] valid_0's poisson: -95.2938
[38] valid_0's poisson: -95.4416
[39] valid_0's poisson: -95.5875
[40] valid_0's poisson: -95.7313
[41] valid_0's poisson: -95.8752
[42] valid_0's poisson: -96.0122
[43] valid_0's poisson: -96.149
[44] valid_0's poisson: -96.2835
[45] valid_0's poisson: -96.4184
[46] valid_0's poisson: -96.5483
[47] valid_0's poisson: -96.6764
[48] valid_0's poisson: -96.8073
[49] valid_0's poisson: -96.9319
[50] valid_0's poisson: -97.0547
[51] valid_0's poisson: -97.1798
[52] valid_0's poisson: -97.2995
[53] valid_0's poisson: -97.4166
[54] valid_0's poisson: -97.5327
[55] valid_0's poisson: -97.6506
[56] valid_0's poisson: -97.7635
[57] valid_0's poisson: -97.8744
[58] valid_0's poisson: -97.984
[59] valid_0's poisson: -98.0963
[60] valid_0's poisson: -98.2035
[61] valid_0's poisson: -98.3086
[62] valid_0's poisson: -98.4113
[63] valid_0's poisson: -98.5125
[64] valid_0's poisson: -98.6158
[65] valid_0's poisson: -98.716
[66] valid_0's poisson: -98.8135
[67] valid_0's poisson: -98.9125
[68] valid_0's poisson: -99.0071
[69] valid_0's poisson: -99.1003
[70] valid_0's poisson: -99.1977
[71] valid_0's poisson: -99.2888
[72] valid_0's poisson: -99.3789
[73] valid_0's poisson: -99.4721
[74] valid_0's poisson: -99.5605
[75] valid_0's poisson: -99.6463
[76] valid_0's poisson: -99.7327
[77] valid_0's poisson: -99.8214
[78] valid_0's poisson: -99.905
[79] valid_0's poisson: -99.9867
[80] valid_0's poisson: -100.072
[81] valid_0's poisson: -100.153
[82] valid_0's poisson: -100.231
[83] valid_0's poisson: -100.313
[84] valid_0's poisson: -100.391
[85] valid_0's poisson: -100.467
[86] valid_0's poisson: -100.543
[87] valid_0's poisson: -100.618
[88] valid_0's poisson: -100.692
[89] valid_0's poisson: -100.764
[90] valid_0's poisson: -100.838
[91] valid_0's poisson: -100.91
[92] valid_0's poisson: -100.98
[93] valid_0's poisson: -101.049
[94] valid_0's poisson: -101.118
[95] valid_0's poisson: -101.186
[96] valid_0's poisson: -101.253
[97] valid_0's poisson: -101.32
[98] valid_0's poisson: -101.39
[99] valid_0's poisson: -101.454
[100] valid_0's poisson: -101.518
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.4847
[2] valid_0's poisson: -87.7962
[3] valid_0's poisson: -88.0986
[4] valid_0's poisson: -88.3925
[5] valid_0's poisson: -88.6783
[6] valid_0's poisson: -88.958
[7] valid_0's poisson: -89.2304
[8] valid_0's poisson: -89.4963
[9] valid_0's poisson: -89.7543
[10] valid_0's poisson: -90.008
[11] valid_0's poisson: -90.2552
[12] valid_0's poisson: -90.4944
[13] valid_0's poisson: -90.7394
[14] valid_0's poisson: -90.9693
[15] valid_0's poisson: -91.1948
[16] valid_0's poisson: -91.4147
[17] valid_0's poisson: -91.6391
[18] valid_0's poisson: -91.8504
[19] valid_0's poisson: -92.0564
[20] valid_0's poisson: -92.259
[21] valid_0's poisson: -92.4571
[22] valid_0's poisson: -92.6597
[23] valid_0's poisson: -92.8495
[24] valid_0's poisson: -93.0355
[25] valid_0's poisson: -93.2179
[26] valid_0's poisson: -93.405
[27] valid_0's poisson: -93.5813
[28] valid_0's poisson: -93.7537
[29] valid_0's poisson: -93.9308
[30] valid_0's poisson: -94.0981
[31] valid_0's poisson: -94.2619
[32] valid_0's poisson: -94.4225
[33] valid_0's poisson: -94.5819
[34] valid_0's poisson: -94.7371
[35] valid_0's poisson: -94.8969
[36] valid_0's poisson: -95.0481
[37] valid_0's poisson: -95.1952
[38] valid_0's poisson: -95.3405
[39] valid_0's poisson: -95.483
[40] valid_0's poisson: -95.6307
[41] valid_0's poisson: -95.7688
[42] valid_0's poisson: -95.9051
[43] valid_0's poisson: -96.0395
[44] valid_0's poisson: -96.1712
[45] valid_0's poisson: -96.3068
[46] valid_0's poisson: -96.4352
[47] valid_0's poisson: -96.5622
[48] valid_0's poisson: -96.688
[49] valid_0's poisson: -96.8166
[50] valid_0's poisson: -96.9384
[51] valid_0's poisson: -97.0574
[52] valid_0's poisson: -97.1757
[53] valid_0's poisson: -97.2975
[54] valid_0's poisson: -97.4131
[55] valid_0's poisson: -97.5267
[56] valid_0's poisson: -97.6373
[57] valid_0's poisson: -97.7525
[58] valid_0's poisson: -97.8621
[59] valid_0's poisson: -97.9701
[60] valid_0's poisson: -98.0801
[61] valid_0's poisson: -98.1849
[62] valid_0's poisson: -98.2885
[63] valid_0's poisson: -98.3947
[64] valid_0's poisson: -98.4952
[65] valid_0's poisson: -98.5982
[66] valid_0's poisson: -98.6959
[67] valid_0's poisson: -98.792
[68] valid_0's poisson: -98.8906
[69] valid_0's poisson: -98.9839
[70] valid_0's poisson: -99.0758
[71] valid_0's poisson: -99.1706
[72] valid_0's poisson: -99.2599
[73] valid_0's poisson: -99.349
[74] valid_0's poisson: -99.4406
[75] valid_0's poisson: -99.5274
[76] valid_0's poisson: -99.6131
[77] valid_0's poisson: -99.7027
[78] valid_0's poisson: -99.7869
[79] valid_0's poisson: -99.8706
[80] valid_0's poisson: -99.9511
[81] valid_0's poisson: -100.036
[82] valid_0's poisson: -100.116
[83] valid_0's poisson: -100.198
[84] valid_0's poisson: -100.277
[85] valid_0's poisson: -100.353
[86] valid_0's poisson: -100.433
[87] valid_0's poisson: -100.507
[88] valid_0's poisson: -100.586
[89] valid_0's poisson: -100.659
[90] valid_0's poisson: -100.733
[91] valid_0's poisson: -100.805
[92] valid_0's poisson: -100.875
[93] valid_0's poisson: -100.946
[94] valid_0's poisson: -101.016
[95] valid_0's poisson: -101.084
[96] valid_0's poisson: -101.152
[97] valid_0's poisson: -101.219
[98] valid_0's poisson: -101.286
[99] valid_0's poisson: -101.35
[100] valid_0's poisson: -101.415
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.32
[2] valid_0's poisson: -104.58
[3] valid_0's poisson: -106.398
[4] valid_0's poisson: -107.366
[5] valid_0's poisson: -107.929
[6] valid_0's poisson: -108.291
[7] valid_0's poisson: -108.444
[8] valid_0's poisson: -108.521
[9] valid_0's poisson: -108.657
[10] valid_0's poisson: -108.823
[11] valid_0's poisson: -108.849
[12] valid_0's poisson: -108.91
[13] valid_0's poisson: -108.96
[14] valid_0's poisson: -109.026
[15] valid_0's poisson: -109.059
[16] valid_0's poisson: -109.118
[17] valid_0's poisson: -109.153
[18] valid_0's poisson: -109.183
[19] valid_0's poisson: -109.222
[20] valid_0's poisson: -109.227
[21] valid_0's poisson: -109.25
[22] valid_0's poisson: -109.29
[23] valid_0's poisson: -109.312
[24] valid_0's poisson: -109.318
[25] valid_0's poisson: -109.33
[26] valid_0's poisson: -109.311
[27] valid_0's poisson: -109.338
[28] valid_0's poisson: -109.365
[29] valid_0's poisson: -109.369
[30] valid_0's poisson: -109.364
[31] valid_0's poisson: -109.38
[32] valid_0's poisson: -109.384
[33] valid_0's poisson: -109.387
[34] valid_0's poisson: -109.385
[35] valid_0's poisson: -109.396
[36] valid_0's poisson: -109.411
[37] valid_0's poisson: -109.427
[38] valid_0's poisson: -109.428
[39] valid_0's poisson: -109.425
[40] valid_0's poisson: -109.435
[41] valid_0's poisson: -109.44
[42] valid_0's poisson: -109.449
[43] valid_0's poisson: -109.448
[44] valid_0's poisson: -109.447
[45] valid_0's poisson: -109.451
[46] valid_0's poisson: -109.449
[47] valid_0's poisson: -109.443
[48] valid_0's poisson: -109.443
[49] valid_0's poisson: -109.447
[50] valid_0's poisson: -109.448
[51] valid_0's poisson: -109.449
[52] valid_0's poisson: -109.447
[53] valid_0's poisson: -109.444
[54] valid_0's poisson: -109.445
[55] valid_0's poisson: -109.443
[56] valid_0's poisson: -109.441
[57] valid_0's poisson: -109.444
[58] valid_0's poisson: -109.455
[59] valid_0's poisson: -109.454
[60] valid_0's poisson: -109.457
[61] valid_0's poisson: -109.46
[62] valid_0's poisson: -109.462
[63] valid_0's poisson: -109.462
[64] valid_0's poisson: -109.461
[65] valid_0's poisson: -109.453
[66] valid_0's poisson: -109.45
[67] valid_0's poisson: -109.456
[68] valid_0's poisson: -109.454
[69] valid_0's poisson: -109.454
[70] valid_0's poisson: -109.445
[71] valid_0's poisson: -109.445
[72] valid_0's poisson: -109.446
[73] valid_0's poisson: -109.442
[74] valid_0's poisson: -109.447
[75] valid_0's poisson: -109.451
[76] valid_0's poisson: -109.45
[77] valid_0's poisson: -109.454
[78] valid_0's poisson: -109.461
[79] valid_0's poisson: -109.459
[80] valid_0's poisson: -109.45
[81] valid_0's poisson: -109.457
[82] valid_0's poisson: -109.453
[83] valid_0's poisson: -109.461
[84] valid_0's poisson: -109.467
[85] valid_0's poisson: -109.471
[86] valid_0's poisson: -109.474
[87] valid_0's poisson: -109.475
[88] valid_0's poisson: -109.469
[89] valid_0's poisson: -109.472
[90] valid_0's poisson: -109.473
[91] valid_0's poisson: -109.464
[92] valid_0's poisson: -109.458
[93] valid_0's poisson: -109.457
[94] valid_0's poisson: -109.459
[95] valid_0's poisson: -109.461
[96] valid_0's poisson: -109.462
[97] valid_0's poisson: -109.465
[98] valid_0's poisson: -109.461
[99] valid_0's poisson: -109.46
[100] valid_0's poisson: -109.46
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -100.425
[2] valid_0's poisson: -104.117
[3] valid_0's poisson: -106
[4] valid_0's poisson: -107.01
[5] valid_0's poisson: -107.654
[6] valid_0's poisson: -107.968
[7] valid_0's poisson: -108.287
[8] valid_0's poisson: -108.494
[9] valid_0's poisson: -108.618
[10] valid_0's poisson: -108.686
[11] valid_0's poisson: -108.755
[12] valid_0's poisson: -108.83
[13] valid_0's poisson: -108.923
[14] valid_0's poisson: -108.961
[15] valid_0's poisson: -108.984
[16] valid_0's poisson: -108.996
[17] valid_0's poisson: -109.129
[18] valid_0's poisson: -109.127
[19] valid_0's poisson: -109.151
[20] valid_0's poisson: -109.163
[21] valid_0's poisson: -109.192
[22] valid_0's poisson: -109.202
[23] valid_0's poisson: -109.224
[24] valid_0's poisson: -109.245
[25] valid_0's poisson: -109.238
[26] valid_0's poisson: -109.247
[27] valid_0's poisson: -109.262
[28] valid_0's poisson: -109.282
[29] valid_0's poisson: -109.285
[30] valid_0's poisson: -109.298
[31] valid_0's poisson: -109.286
[32] valid_0's poisson: -109.292
[33] valid_0's poisson: -109.313
[34] valid_0's poisson: -109.321
[35] valid_0's poisson: -109.322
[36] valid_0's poisson: -109.323
[37] valid_0's poisson: -109.324
[38] valid_0's poisson: -109.32
[39] valid_0's poisson: -109.331
[40] valid_0's poisson: -109.336
[41] valid_0's poisson: -109.333
[42] valid_0's poisson: -109.331
[43] valid_0's poisson: -109.33
[44] valid_0's poisson: -109.332
[45] valid_0's poisson: -109.333
[46] valid_0's poisson: -109.337
[47] valid_0's poisson: -109.343
[48] valid_0's poisson: -109.348
[49] valid_0's poisson: -109.353
[50] valid_0's poisson: -109.346
[51] valid_0's poisson: -109.343
[52] valid_0's poisson: -109.342
[53] valid_0's poisson: -109.349
[54] valid_0's poisson: -109.354
[55] valid_0's poisson: -109.352
[56] valid_0's poisson: -109.357
[57] valid_0's poisson: -109.359
[58] valid_0's poisson: -109.362
[59] valid_0's poisson: -109.363
[60] valid_0's poisson: -109.365
[61] valid_0's poisson: -109.364
[62] valid_0's poisson: -109.362
[63] valid_0's poisson: -109.359
[64] valid_0's poisson: -109.359
[65] valid_0's poisson: -109.359
[66] valid_0's poisson: -109.368
[67] valid_0's poisson: -109.374
[68] valid_0's poisson: -109.379
[69] valid_0's poisson: -109.375
[70] valid_0's poisson: -109.38
[71] valid_0's poisson: -109.381
[72] valid_0's poisson: -109.383
[73] valid_0's poisson: -109.377
[74] valid_0's poisson: -109.372
[75] valid_0's poisson: -109.376
[76] valid_0's poisson: -109.374
[77] valid_0's poisson: -109.376
[78] valid_0's poisson: -109.375
[79] valid_0's poisson: -109.372
[80] valid_0's poisson: -109.374
[81] valid_0's poisson: -109.377
[82] valid_0's poisson: -109.377
[83] valid_0's poisson: -109.375
[84] valid_0's poisson: -109.38
[85] valid_0's poisson: -109.385
[86] valid_0's poisson: -109.385
[87] valid_0's poisson: -109.39
[88] valid_0's poisson: -109.389
[89] valid_0's poisson: -109.381
[90] valid_0's poisson: -109.378
[91] valid_0's poisson: -109.38
[92] valid_0's poisson: -109.378
[93] valid_0's poisson: -109.378
[94] valid_0's poisson: -109.375
[95] valid_0's poisson: -109.373
[96] valid_0's poisson: -109.381
[97] valid_0's poisson: -109.382
[98] valid_0's poisson: -109.379
[99] valid_0's poisson: -109.374
[100] valid_0's poisson: -109.38
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.178
[2] valid_0's poisson: -104.661
[3] valid_0's poisson: -106.451
[4] valid_0's poisson: -107.359
[5] valid_0's poisson: -107.845
[6] valid_0's poisson: -108.202
[7] valid_0's poisson: -108.488
[8] valid_0's poisson: -108.618
[9] valid_0's poisson: -108.662
[10] valid_0's poisson: -108.789
[11] valid_0's poisson: -108.951
[12] valid_0's poisson: -109.027
[13] valid_0's poisson: -109.051
[14] valid_0's poisson: -109.076
[15] valid_0's poisson: -109.098
[16] valid_0's poisson: -109.128
[17] valid_0's poisson: -109.144
[18] valid_0's poisson: -109.17
[19] valid_0's poisson: -109.211
[20] valid_0's poisson: -109.211
[21] valid_0's poisson: -109.261
[22] valid_0's poisson: -109.287
[23] valid_0's poisson: -109.31
[24] valid_0's poisson: -109.311
[25] valid_0's poisson: -109.313
[26] valid_0's poisson: -109.33
[27] valid_0's poisson: -109.335
[28] valid_0's poisson: -109.342
[29] valid_0's poisson: -109.334
[30] valid_0's poisson: -109.339
[31] valid_0's poisson: -109.337
[32] valid_0's poisson: -109.345
[33] valid_0's poisson: -109.356
[34] valid_0's poisson: -109.376
[35] valid_0's poisson: -109.371
[36] valid_0's poisson: -109.371
[37] valid_0's poisson: -109.368
[38] valid_0's poisson: -109.39
[39] valid_0's poisson: -109.418
[40] valid_0's poisson: -109.417
[41] valid_0's poisson: -109.414
[42] valid_0's poisson: -109.42
[43] valid_0's poisson: -109.421
[44] valid_0's poisson: -109.419
[45] valid_0's poisson: -109.422
[46] valid_0's poisson: -109.421
[47] valid_0's poisson: -109.425
[48] valid_0's poisson: -109.429
[49] valid_0's poisson: -109.439
[50] valid_0's poisson: -109.446
[51] valid_0's poisson: -109.455
[52] valid_0's poisson: -109.456
[53] valid_0's poisson: -109.451
[54] valid_0's poisson: -109.471
[55] valid_0's poisson: -109.475
[56] valid_0's poisson: -109.474
[57] valid_0's poisson: -109.476
[58] valid_0's poisson: -109.479
[59] valid_0's poisson: -109.477
[60] valid_0's poisson: -109.477
[61] valid_0's poisson: -109.475
[62] valid_0's poisson: -109.487
[63] valid_0's poisson: -109.486
[64] valid_0's poisson: -109.485
[65] valid_0's poisson: -109.486
[66] valid_0's poisson: -109.484
[67] valid_0's poisson: -109.476
[68] valid_0's poisson: -109.47
[69] valid_0's poisson: -109.476
[70] valid_0's poisson: -109.475
[71] valid_0's poisson: -109.477
[72] valid_0's poisson: -109.483
[73] valid_0's poisson: -109.486
[74] valid_0's poisson: -109.486
[75] valid_0's poisson: -109.486
[76] valid_0's poisson: -109.496
[77] valid_0's poisson: -109.497
[78] valid_0's poisson: -109.496
[79] valid_0's poisson: -109.504
[80] valid_0's poisson: -109.511
[81] valid_0's poisson: -109.506
[82] valid_0's poisson: -109.506
[83] valid_0's poisson: -109.504
[84] valid_0's poisson: -109.504
[85] valid_0's poisson: -109.505
[86] valid_0's poisson: -109.501
[87] valid_0's poisson: -109.503
[88] valid_0's poisson: -109.506
[89] valid_0's poisson: -109.498
[90] valid_0's poisson: -109.491
[91] valid_0's poisson: -109.492
[92] valid_0's poisson: -109.494
[93] valid_0's poisson: -109.491
[94] valid_0's poisson: -109.492
[95] valid_0's poisson: -109.494
[96] valid_0's poisson: -109.495
[97] valid_0's poisson: -109.492
[98] valid_0's poisson: -109.497
[99] valid_0's poisson: -109.494
[100] valid_0's poisson: -109.493
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.207
[2] valid_0's poisson: -104.678
[3] valid_0's poisson: -106.42
[4] valid_0's poisson: -107.337
[5] valid_0's poisson: -107.846
[6] valid_0's poisson: -108.18
[7] valid_0's poisson: -108.389
[8] valid_0's poisson: -108.578
[9] valid_0's poisson: -108.695
[10] valid_0's poisson: -108.775
[11] valid_0's poisson: -108.902
[12] valid_0's poisson: -108.968
[13] valid_0's poisson: -109.069
[14] valid_0's poisson: -109.095
[15] valid_0's poisson: -109.132
[16] valid_0's poisson: -109.156
[17] valid_0's poisson: -109.209
[18] valid_0's poisson: -109.221
[19] valid_0's poisson: -109.231
[20] valid_0's poisson: -109.268
[21] valid_0's poisson: -109.295
[22] valid_0's poisson: -109.312
[23] valid_0's poisson: -109.317
[24] valid_0's poisson: -109.347
[25] valid_0's poisson: -109.361
[26] valid_0's poisson: -109.375
[27] valid_0's poisson: -109.398
[28] valid_0's poisson: -109.389
[29] valid_0's poisson: -109.387
[30] valid_0's poisson: -109.393
[31] valid_0's poisson: -109.405
[32] valid_0's poisson: -109.398
[33] valid_0's poisson: -109.401
[34] valid_0's poisson: -109.4
[35] valid_0's poisson: -109.4
[36] valid_0's poisson: -109.417
[37] valid_0's poisson: -109.413
[38] valid_0's poisson: -109.421
[39] valid_0's poisson: -109.424
[40] valid_0's poisson: -109.432
[41] valid_0's poisson: -109.429
[42] valid_0's poisson: -109.431
[43] valid_0's poisson: -109.426
[44] valid_0's poisson: -109.436
[45] valid_0's poisson: -109.43
[46] valid_0's poisson: -109.433
[47] valid_0's poisson: -109.434
[48] valid_0's poisson: -109.432
[49] valid_0's poisson: -109.431
[50] valid_0's poisson: -109.43
[51] valid_0's poisson: -109.436
[52] valid_0's poisson: -109.442
[53] valid_0's poisson: -109.446
[54] valid_0's poisson: -109.445
[55] valid_0's poisson: -109.45
[56] valid_0's poisson: -109.456
[57] valid_0's poisson: -109.462
[58] valid_0's poisson: -109.462
[59] valid_0's poisson: -109.464
[60] valid_0's poisson: -109.465
[61] valid_0's poisson: -109.463
[62] valid_0's poisson: -109.467
[63] valid_0's poisson: -109.467
[64] valid_0's poisson: -109.473
[65] valid_0's poisson: -109.475
[66] valid_0's poisson: -109.475
[67] valid_0's poisson: -109.466
[68] valid_0's poisson: -109.464
[69] valid_0's poisson: -109.464
[70] valid_0's poisson: -109.462
[71] valid_0's poisson: -109.463
[72] valid_0's poisson: -109.47
[73] valid_0's poisson: -109.468
[74] valid_0's poisson: -109.458
[75] valid_0's poisson: -109.456
[76] valid_0's poisson: -109.456
[77] valid_0's poisson: -109.446
[78] valid_0's poisson: -109.451
[79] valid_0's poisson: -109.446
[80] valid_0's poisson: -109.448
[81] valid_0's poisson: -109.452
[82] valid_0's poisson: -109.449
[83] valid_0's poisson: -109.446
[84] valid_0's poisson: -109.447
[85] valid_0's poisson: -109.447
[86] valid_0's poisson: -109.444
[87] valid_0's poisson: -109.447
[88] valid_0's poisson: -109.442
[89] valid_0's poisson: -109.448
[90] valid_0's poisson: -109.454
[91] valid_0's poisson: -109.459
[92] valid_0's poisson: -109.452
[93] valid_0's poisson: -109.454
[94] valid_0's poisson: -109.465
[95] valid_0's poisson: -109.465
[96] valid_0's poisson: -109.463
[97] valid_0's poisson: -109.468
[98] valid_0's poisson: -109.473
[99] valid_0's poisson: -109.479
[100] valid_0's poisson: -109.478
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -101.258
[2] valid_0's poisson: -104.765
[3] valid_0's poisson: -106.535
[4] valid_0's poisson: -107.424
[5] valid_0's poisson: -107.944
[6] valid_0's poisson: -108.35
[7] valid_0's poisson: -108.509
[8] valid_0's poisson: -108.632
[9] valid_0's poisson: -108.701
[10] valid_0's poisson: -108.914
[11] valid_0's poisson: -109.066
[12] valid_0's poisson: -109.119
[13] valid_0's poisson: -109.121
[14] valid_0's poisson: -109.127
[15] valid_0's poisson: -109.175
[16] valid_0's poisson: -109.211
[17] valid_0's poisson: -109.245
[18] valid_0's poisson: -109.258
[19] valid_0's poisson: -109.278
[20] valid_0's poisson: -109.314
[21] valid_0's poisson: -109.312
[22] valid_0's poisson: -109.329
[23] valid_0's poisson: -109.367
[24] valid_0's poisson: -109.367
[25] valid_0's poisson: -109.409
[26] valid_0's poisson: -109.424
[27] valid_0's poisson: -109.432
[28] valid_0's poisson: -109.441
[29] valid_0's poisson: -109.445
[30] valid_0's poisson: -109.448
[31] valid_0's poisson: -109.445
[32] valid_0's poisson: -109.442
[33] valid_0's poisson: -109.44
[34] valid_0's poisson: -109.438
[35] valid_0's poisson: -109.449
[36] valid_0's poisson: -109.464
[37] valid_0's poisson: -109.468
[38] valid_0's poisson: -109.478
[39] valid_0's poisson: -109.478
[40] valid_0's poisson: -109.485
[41] valid_0's poisson: -109.49
[42] valid_0's poisson: -109.507
[43] valid_0's poisson: -109.508
[44] valid_0's poisson: -109.509
[45] valid_0's poisson: -109.506
[46] valid_0's poisson: -109.517
[47] valid_0's poisson: -109.519
[48] valid_0's poisson: -109.521
[49] valid_0's poisson: -109.548
[50] valid_0's poisson: -109.554
[51] valid_0's poisson: -109.557
[52] valid_0's poisson: -109.563
[53] valid_0's poisson: -109.561
[54] valid_0's poisson: -109.559
[55] valid_0's poisson: -109.551
[56] valid_0's poisson: -109.554
[57] valid_0's poisson: -109.56
[58] valid_0's poisson: -109.556
[59] valid_0's poisson: -109.555
[60] valid_0's poisson: -109.554
[61] valid_0's poisson: -109.552
[62] valid_0's poisson: -109.549
[63] valid_0's poisson: -109.549
[64] valid_0's poisson: -109.545
[65] valid_0's poisson: -109.544
[66] valid_0's poisson: -109.545
[67] valid_0's poisson: -109.548
[68] valid_0's poisson: -109.542
[69] valid_0's poisson: -109.549
[70] valid_0's poisson: -109.544
[71] valid_0's poisson: -109.548
[72] valid_0's poisson: -109.554
[73] valid_0's poisson: -109.556
[74] valid_0's poisson: -109.558
[75] valid_0's poisson: -109.564
[76] valid_0's poisson: -109.559
[77] valid_0's poisson: -109.557
[78] valid_0's poisson: -109.559
[79] valid_0's poisson: -109.554
[80] valid_0's poisson: -109.547
[81] valid_0's poisson: -109.542
[82] valid_0's poisson: -109.542
[83] valid_0's poisson: -109.541
[84] valid_0's poisson: -109.54
[85] valid_0's poisson: -109.542
[86] valid_0's poisson: -109.545
[87] valid_0's poisson: -109.544
[88] valid_0's poisson: -109.538
[89] valid_0's poisson: -109.54
[90] valid_0's poisson: -109.539
[91] valid_0's poisson: -109.543
[92] valid_0's poisson: -109.541
[93] valid_0's poisson: -109.542
[94] valid_0's poisson: -109.544
[95] valid_0's poisson: -109.54
[96] valid_0's poisson: -109.541
[97] valid_0's poisson: -109.539
[98] valid_0's poisson: -109.535
[99] valid_0's poisson: -109.532
[100] valid_0's poisson: -109.537
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.01, learning_rate=1.0, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2652
[2] valid_0's poisson: -87.3559
[3] valid_0's poisson: -87.4459
[4] valid_0's poisson: -87.5352
[5] valid_0's poisson: -87.6238
[6] valid_0's poisson: -87.7117
[7] valid_0's poisson: -87.799
[8] valid_0's poisson: -87.8855
[9] valid_0's poisson: -87.9715
[10] valid_0's poisson: -88.0567
[11] valid_0's poisson: -88.1413
[12] valid_0's poisson: -88.2254
[13] valid_0's poisson: -88.3087
[14] valid_0's poisson: -88.3916
[15] valid_0's poisson: -88.4737
[16] valid_0's poisson: -88.5554
[17] valid_0's poisson: -88.6363
[18] valid_0's poisson: -88.7168
[19] valid_0's poisson: -88.7966
[20] valid_0's poisson: -88.8759
[21] valid_0's poisson: -88.9547
[22] valid_0's poisson: -89.0328
[23] valid_0's poisson: -89.1104
[24] valid_0's poisson: -89.1877
[25] valid_0's poisson: -89.2642
[26] valid_0's poisson: -89.3401
[27] valid_0's poisson: -89.4156
[28] valid_0's poisson: -89.4906
[29] valid_0's poisson: -89.5651
[30] valid_0's poisson: -89.6388
[31] valid_0's poisson: -89.7123
[32] valid_0's poisson: -89.7852
[33] valid_0's poisson: -89.8579
[34] valid_0's poisson: -89.9297
[35] valid_0's poisson: -90.0014
[36] valid_0's poisson: -90.0725
[37] valid_0's poisson: -90.1431
[38] valid_0's poisson: -90.2134
[39] valid_0's poisson: -90.2832
[40] valid_0's poisson: -90.3524
[41] valid_0's poisson: -90.4211
[42] valid_0's poisson: -90.4898
[43] valid_0's poisson: -90.5577
[44] valid_0's poisson: -90.6259
[45] valid_0's poisson: -90.6931
[46] valid_0's poisson: -90.76
[47] valid_0's poisson: -90.8269
[48] valid_0's poisson: -90.893
[49] valid_0's poisson: -90.9584
[50] valid_0's poisson: -91.0242
[51] valid_0's poisson: -91.0888
[52] valid_0's poisson: -91.153
[53] valid_0's poisson: -91.2176
[54] valid_0's poisson: -91.281
[55] valid_0's poisson: -91.344
[56] valid_0's poisson: -91.407
[57] valid_0's poisson: -91.4701
[58] valid_0's poisson: -91.5319
[59] valid_0's poisson: -91.5937
[60] valid_0's poisson: -91.6556
[61] valid_0's poisson: -91.7166
[62] valid_0's poisson: -91.7772
[63] valid_0's poisson: -91.8384
[64] valid_0's poisson: -91.898
[65] valid_0's poisson: -91.9583
[66] valid_0's poisson: -92.0176
[67] valid_0's poisson: -92.0766
[68] valid_0's poisson: -92.1358
[69] valid_0's poisson: -92.1942
[70] valid_0's poisson: -92.252
[71] valid_0's poisson: -92.3102
[72] valid_0's poisson: -92.3674
[73] valid_0's poisson: -92.4245
[74] valid_0's poisson: -92.482
[75] valid_0's poisson: -92.5382
[76] valid_0's poisson: -92.5944
[77] valid_0's poisson: -92.6502
[78] valid_0's poisson: -92.7064
[79] valid_0's poisson: -92.7618
[80] valid_0's poisson: -92.8167
[81] valid_0's poisson: -92.872
[82] valid_0's poisson: -92.9265
[83] valid_0's poisson: -92.9814
[84] valid_0's poisson: -93.0353
[85] valid_0's poisson: -93.0886
[86] valid_0's poisson: -93.1423
[87] valid_0's poisson: -93.1955
[88] valid_0's poisson: -93.2482
[89] valid_0's poisson: -93.3006
[90] valid_0's poisson: -93.3532
[91] valid_0's poisson: -93.4051
[92] valid_0's poisson: -93.4568
[93] valid_0's poisson: -93.508
[94] valid_0's poisson: -93.5597
[95] valid_0's poisson: -93.6105
[96] valid_0's poisson: -93.6615
[97] valid_0's poisson: -93.7116
[98] valid_0's poisson: -93.7617
[99] valid_0's poisson: -93.8124
[100] valid_0's poisson: -93.8621
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2659
[2] valid_0's poisson: -87.3567
[3] valid_0's poisson: -87.447
[4] valid_0's poisson: -87.5381
[5] valid_0's poisson: -87.6284
[6] valid_0's poisson: -87.718
[7] valid_0's poisson: -87.8065
[8] valid_0's poisson: -87.8944
[9] valid_0's poisson: -87.9816
[10] valid_0's poisson: -88.0681
[11] valid_0's poisson: -88.1539
[12] valid_0's poisson: -88.2391
[13] valid_0's poisson: -88.3226
[14] valid_0's poisson: -88.4065
[15] valid_0's poisson: -88.4889
[16] valid_0's poisson: -88.5706
[17] valid_0's poisson: -88.653
[18] valid_0's poisson: -88.7336
[19] valid_0's poisson: -88.8136
[20] valid_0's poisson: -88.8942
[21] valid_0's poisson: -88.9731
[22] valid_0's poisson: -89.0514
[23] valid_0's poisson: -89.1304
[24] valid_0's poisson: -89.2077
[25] valid_0's poisson: -89.2856
[26] valid_0's poisson: -89.3629
[27] valid_0's poisson: -89.4397
[28] valid_0's poisson: -89.5159
[29] valid_0's poisson: -89.5918
[30] valid_0's poisson: -89.667
[31] valid_0's poisson: -89.7417
[32] valid_0's poisson: -89.816
[33] valid_0's poisson: -89.8888
[34] valid_0's poisson: -89.9614
[35] valid_0's poisson: -90.0342
[36] valid_0's poisson: -90.1059
[37] valid_0's poisson: -90.1778
[38] valid_0's poisson: -90.2485
[39] valid_0's poisson: -90.3188
[40] valid_0's poisson: -90.3893
[41] valid_0's poisson: -90.4586
[42] valid_0's poisson: -90.5274
[43] valid_0's poisson: -90.5961
[44] valid_0's poisson: -90.6643
[45] valid_0's poisson: -90.7322
[46] valid_0's poisson: -90.7988
[47] valid_0's poisson: -90.8662
[48] valid_0's poisson: -90.9323
[49] valid_0's poisson: -90.9986
[50] valid_0's poisson: -91.064
[51] valid_0's poisson: -91.1294
[52] valid_0's poisson: -91.1939
[53] valid_0's poisson: -91.2579
[54] valid_0's poisson: -91.3223
[55] valid_0's poisson: -91.3856
[56] valid_0's poisson: -91.4498
[57] valid_0's poisson: -91.5129
[58] valid_0's poisson: -91.575
[59] valid_0's poisson: -91.6371
[60] valid_0's poisson: -91.6998
[61] valid_0's poisson: -91.7613
[62] valid_0's poisson: -91.823
[63] valid_0's poisson: -91.8835
[64] valid_0's poisson: -91.9441
[65] valid_0's poisson: -92.0047
[66] valid_0's poisson: -92.065
[67] valid_0's poisson: -92.1247
[68] valid_0's poisson: -92.1834
[69] valid_0's poisson: -92.2426
[70] valid_0's poisson: -92.3011
[71] valid_0's poisson: -92.3594
[72] valid_0's poisson: -92.4171
[73] valid_0's poisson: -92.4751
[74] valid_0's poisson: -92.5323
[75] valid_0's poisson: -92.5896
[76] valid_0's poisson: -92.6459
[77] valid_0's poisson: -92.7023
[78] valid_0's poisson: -92.7583
[79] valid_0's poisson: -92.8145
[80] valid_0's poisson: -92.8697
[81] valid_0's poisson: -92.9251
[82] valid_0's poisson: -92.9799
[83] valid_0's poisson: -93.0345
[84] valid_0's poisson: -93.089
[85] valid_0's poisson: -93.1425
[86] valid_0's poisson: -93.1967
[87] valid_0's poisson: -93.2502
[88] valid_0's poisson: -93.3034
[89] valid_0's poisson: -93.3566
[90] valid_0's poisson: -93.4089
[91] valid_0's poisson: -93.4614
[92] valid_0's poisson: -93.5135
[93] valid_0's poisson: -93.5659
[94] valid_0's poisson: -93.6176
[95] valid_0's poisson: -93.6687
[96] valid_0's poisson: -93.72
[97] valid_0's poisson: -93.7704
[98] valid_0's poisson: -93.8212
[99] valid_0's poisson: -93.8719
[100] valid_0's poisson: -93.9219
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2624
[2] valid_0's poisson: -87.3544
[3] valid_0's poisson: -87.4458
[4] valid_0's poisson: -87.5363
[5] valid_0's poisson: -87.6261
[6] valid_0's poisson: -87.7159
[7] valid_0's poisson: -87.8045
[8] valid_0's poisson: -87.8928
[9] valid_0's poisson: -87.9801
[10] valid_0's poisson: -88.0671
[11] valid_0's poisson: -88.1528
[12] valid_0's poisson: -88.2385
[13] valid_0's poisson: -88.3227
[14] valid_0's poisson: -88.4066
[15] valid_0's poisson: -88.4896
[16] valid_0's poisson: -88.572
[17] valid_0's poisson: -88.6538
[18] valid_0's poisson: -88.735
[19] valid_0's poisson: -88.8159
[20] valid_0's poisson: -88.8963
[21] valid_0's poisson: -88.9761
[22] valid_0's poisson: -89.055
[23] valid_0's poisson: -89.1337
[24] valid_0's poisson: -89.2118
[25] valid_0's poisson: -89.2895
[26] valid_0's poisson: -89.3666
[27] valid_0's poisson: -89.4431
[28] valid_0's poisson: -89.5191
[29] valid_0's poisson: -89.5948
[30] valid_0's poisson: -89.6697
[31] valid_0's poisson: -89.7443
[32] valid_0's poisson: -89.8183
[33] valid_0's poisson: -89.8919
[34] valid_0's poisson: -89.9651
[35] valid_0's poisson: -90.0377
[36] valid_0's poisson: -90.1098
[37] valid_0's poisson: -90.1811
[38] valid_0's poisson: -90.2523
[39] valid_0's poisson: -90.3226
[40] valid_0's poisson: -90.3929
[41] valid_0's poisson: -90.4622
[42] valid_0's poisson: -90.5312
[43] valid_0's poisson: -90.5997
[44] valid_0's poisson: -90.6678
[45] valid_0's poisson: -90.7359
[46] valid_0's poisson: -90.8031
[47] valid_0's poisson: -90.8704
[48] valid_0's poisson: -90.9369
[49] valid_0's poisson: -91.0034
[50] valid_0's poisson: -91.0691
[51] valid_0's poisson: -91.1346
[52] valid_0's poisson: -91.1995
[53] valid_0's poisson: -91.2639
[54] valid_0's poisson: -91.3279
[55] valid_0's poisson: -91.3916
[56] valid_0's poisson: -91.4553
[57] valid_0's poisson: -91.5184
[58] valid_0's poisson: -91.5813
[59] valid_0's poisson: -91.6431
[60] valid_0's poisson: -91.7052
[61] valid_0's poisson: -91.7667
[62] valid_0's poisson: -91.8275
[63] valid_0's poisson: -91.8884
[64] valid_0's poisson: -91.9487
[65] valid_0's poisson: -92.0092
[66] valid_0's poisson: -92.0687
[67] valid_0's poisson: -92.1276
[68] valid_0's poisson: -92.1866
[69] valid_0's poisson: -92.2449
[70] valid_0's poisson: -92.3034
[71] valid_0's poisson: -92.3609
[72] valid_0's poisson: -92.4191
[73] valid_0's poisson: -92.4769
[74] valid_0's poisson: -92.5337
[75] valid_0's poisson: -92.59
[76] valid_0's poisson: -92.6469
[77] valid_0's poisson: -92.7031
[78] valid_0's poisson: -92.7587
[79] valid_0's poisson: -92.8142
[80] valid_0's poisson: -92.8691
[81] valid_0's poisson: -92.9239
[82] valid_0's poisson: -92.9783
[83] valid_0's poisson: -93.0331
[84] valid_0's poisson: -93.0874
[85] valid_0's poisson: -93.141
[86] valid_0's poisson: -93.1941
[87] valid_0's poisson: -93.2476
[88] valid_0's poisson: -93.3008
[89] valid_0's poisson: -93.3539
[90] valid_0's poisson: -93.4065
[91] valid_0's poisson: -93.4584
[92] valid_0's poisson: -93.51
[93] valid_0's poisson: -93.5615
[94] valid_0's poisson: -93.6126
[95] valid_0's poisson: -93.6642
[96] valid_0's poisson: -93.7152
[97] valid_0's poisson: -93.766
[98] valid_0's poisson: -93.8163
[99] valid_0's poisson: -93.8666
[100] valid_0's poisson: -93.9167
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2695
[2] valid_0's poisson: -87.3622
[3] valid_0's poisson: -87.4542
[4] valid_0's poisson: -87.5454
[5] valid_0's poisson: -87.6359
[6] valid_0's poisson: -87.7257
[7] valid_0's poisson: -87.8147
[8] valid_0's poisson: -87.9031
[9] valid_0's poisson: -87.9908
[10] valid_0's poisson: -88.0777
[11] valid_0's poisson: -88.1641
[12] valid_0's poisson: -88.2496
[13] valid_0's poisson: -88.3346
[14] valid_0's poisson: -88.4188
[15] valid_0's poisson: -88.5025
[16] valid_0's poisson: -88.5857
[17] valid_0's poisson: -88.668
[18] valid_0's poisson: -88.7501
[19] valid_0's poisson: -88.8312
[20] valid_0's poisson: -88.9118
[21] valid_0's poisson: -88.9919
[22] valid_0's poisson: -89.0712
[23] valid_0's poisson: -89.1505
[24] valid_0's poisson: -89.2285
[25] valid_0's poisson: -89.3059
[26] valid_0's poisson: -89.3836
[27] valid_0's poisson: -89.46
[28] valid_0's poisson: -89.5365
[29] valid_0's poisson: -89.6118
[30] valid_0's poisson: -89.6866
[31] valid_0's poisson: -89.7612
[32] valid_0's poisson: -89.8347
[33] valid_0's poisson: -89.9085
[34] valid_0's poisson: -89.9817
[35] valid_0's poisson: -90.0544
[36] valid_0's poisson: -90.1267
[37] valid_0's poisson: -90.1982
[38] valid_0's poisson: -90.2695
[39] valid_0's poisson: -90.3404
[40] valid_0's poisson: -90.4108
[41] valid_0's poisson: -90.4804
[42] valid_0's poisson: -90.5496
[43] valid_0's poisson: -90.6187
[44] valid_0's poisson: -90.6871
[45] valid_0's poisson: -90.7553
[46] valid_0's poisson: -90.8228
[47] valid_0's poisson: -90.8901
[48] valid_0's poisson: -90.9565
[49] valid_0's poisson: -91.0227
[50] valid_0's poisson: -91.0884
[51] valid_0's poisson: -91.1539
[52] valid_0's poisson: -91.2189
[53] valid_0's poisson: -91.2834
[54] valid_0's poisson: -91.3477
[55] valid_0's poisson: -91.4115
[56] valid_0's poisson: -91.4751
[57] valid_0's poisson: -91.5381
[58] valid_0's poisson: -91.6011
[59] valid_0's poisson: -91.6633
[60] valid_0's poisson: -91.7253
[61] valid_0's poisson: -91.7869
[62] valid_0's poisson: -91.8481
[63] valid_0's poisson: -91.9091
[64] valid_0's poisson: -91.9695
[65] valid_0's poisson: -92.0296
[66] valid_0's poisson: -92.0896
[67] valid_0's poisson: -92.149
[68] valid_0's poisson: -92.2081
[69] valid_0's poisson: -92.267
[70] valid_0's poisson: -92.3253
[71] valid_0's poisson: -92.3835
[72] valid_0's poisson: -92.4415
[73] valid_0's poisson: -92.499
[74] valid_0's poisson: -92.5562
[75] valid_0's poisson: -92.6132
[76] valid_0's poisson: -92.6696
[77] valid_0's poisson: -92.7257
[78] valid_0's poisson: -92.7817
[79] valid_0's poisson: -92.8375
[80] valid_0's poisson: -92.8929
[81] valid_0's poisson: -92.9475
[82] valid_0's poisson: -93.0025
[83] valid_0's poisson: -93.0571
[84] valid_0's poisson: -93.1115
[85] valid_0's poisson: -93.1653
[86] valid_0's poisson: -93.2188
[87] valid_0's poisson: -93.2722
[88] valid_0's poisson: -93.3254
[89] valid_0's poisson: -93.3781
[90] valid_0's poisson: -93.4307
[91] valid_0's poisson: -93.4833
[92] valid_0's poisson: -93.5352
[93] valid_0's poisson: -93.5873
[94] valid_0's poisson: -93.6392
[95] valid_0's poisson: -93.6903
[96] valid_0's poisson: -93.7412
[97] valid_0's poisson: -93.7924
[98] valid_0's poisson: -93.843
[99] valid_0's poisson: -93.8934
[100] valid_0's poisson: -93.9435
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2557
[2] valid_0's poisson: -87.3471
[3] valid_0's poisson: -87.4377
[4] valid_0's poisson: -87.5276
[5] valid_0's poisson: -87.6167
[6] valid_0's poisson: -87.7052
[7] valid_0's poisson: -87.793
[8] valid_0's poisson: -87.8802
[9] valid_0's poisson: -87.9666
[10] valid_0's poisson: -88.0524
[11] valid_0's poisson: -88.1375
[12] valid_0's poisson: -88.222
[13] valid_0's poisson: -88.3058
[14] valid_0's poisson: -88.389
[15] valid_0's poisson: -88.4716
[16] valid_0's poisson: -88.5536
[17] valid_0's poisson: -88.6347
[18] valid_0's poisson: -88.7155
[19] valid_0's poisson: -88.7955
[20] valid_0's poisson: -88.8752
[21] valid_0's poisson: -88.954
[22] valid_0's poisson: -89.0326
[23] valid_0's poisson: -89.1103
[24] valid_0's poisson: -89.1878
[25] valid_0's poisson: -89.2644
[26] valid_0's poisson: -89.3408
[27] valid_0's poisson: -89.4164
[28] valid_0's poisson: -89.4918
[29] valid_0's poisson: -89.5663
[30] valid_0's poisson: -89.6406
[31] valid_0's poisson: -89.7142
[32] valid_0's poisson: -89.7869
[33] valid_0's poisson: -89.8598
[34] valid_0's poisson: -89.9316
[35] valid_0's poisson: -90.0032
[36] valid_0's poisson: -90.0744
[37] valid_0's poisson: -90.1448
[38] valid_0's poisson: -90.2145
[39] valid_0's poisson: -90.2847
[40] valid_0's poisson: -90.3534
[41] valid_0's poisson: -90.4225
[42] valid_0's poisson: -90.4912
[43] valid_0's poisson: -90.5591
[44] valid_0's poisson: -90.6264
[45] valid_0's poisson: -90.694
[46] valid_0's poisson: -90.7602
[47] valid_0's poisson: -90.8268
[48] valid_0's poisson: -90.8931
[49] valid_0's poisson: -90.9585
[50] valid_0's poisson: -91.024
[51] valid_0's poisson: -91.0887
[52] valid_0's poisson: -91.1526
[53] valid_0's poisson: -91.2166
[54] valid_0's poisson: -91.2801
[55] valid_0's poisson: -91.3441
[56] valid_0's poisson: -91.4066
[57] valid_0's poisson: -91.4691
[58] valid_0's poisson: -91.532
[59] valid_0's poisson: -91.5943
[60] valid_0's poisson: -91.6557
[61] valid_0's poisson: -91.7165
[62] valid_0's poisson: -91.7772
[63] valid_0's poisson: -91.8377
[64] valid_0's poisson: -91.8979
[65] valid_0's poisson: -91.9584
[66] valid_0's poisson: -92.0182
[67] valid_0's poisson: -92.0775
[68] valid_0's poisson: -92.136
[69] valid_0's poisson: -92.1946
[70] valid_0's poisson: -92.2534
[71] valid_0's poisson: -92.3109
[72] valid_0's poisson: -92.3685
[73] valid_0's poisson: -92.4264
[74] valid_0's poisson: -92.4838
[75] valid_0's poisson: -92.5405
[76] valid_0's poisson: -92.5972
[77] valid_0's poisson: -92.6532
[78] valid_0's poisson: -92.709
[79] valid_0's poisson: -92.7651
[80] valid_0's poisson: -92.8203
[81] valid_0's poisson: -92.8751
[82] valid_0's poisson: -92.9301
[83] valid_0's poisson: -92.9844
[84] valid_0's poisson: -93.039
[85] valid_0's poisson: -93.0928
[86] valid_0's poisson: -93.1462
[87] valid_0's poisson: -93.1995
[88] valid_0's poisson: -93.2528
[89] valid_0's poisson: -93.3054
[90] valid_0's poisson: -93.3581
[91] valid_0's poisson: -93.4105
[92] valid_0's poisson: -93.4627
[93] valid_0's poisson: -93.5145
[94] valid_0's poisson: -93.5662
[95] valid_0's poisson: -93.6176
[96] valid_0's poisson: -93.6684
[97] valid_0's poisson: -93.7193
[98] valid_0's poisson: -93.7699
[99] valid_0's poisson: -93.8203
[100] valid_0's poisson: -93.8698
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9187
[2] valid_0's poisson: -94.9319
[3] valid_0's poisson: -97.1561
[4] valid_0's poisson: -98.9664
[5] valid_0's poisson: -100.342
[6] valid_0's poisson: -101.457
[7] valid_0's poisson: -102.392
[8] valid_0's poisson: -103.215
[9] valid_0's poisson: -103.894
[10] valid_0's poisson: -104.473
[11] valid_0's poisson: -105.037
[12] valid_0's poisson: -105.462
[13] valid_0's poisson: -105.823
[14] valid_0's poisson: -106.141
[15] valid_0's poisson: -106.456
[16] valid_0's poisson: -106.698
[17] valid_0's poisson: -106.924
[18] valid_0's poisson: -107.124
[19] valid_0's poisson: -107.299
[20] valid_0's poisson: -107.458
[21] valid_0's poisson: -107.583
[22] valid_0's poisson: -107.691
[23] valid_0's poisson: -107.797
[24] valid_0's poisson: -107.88
[25] valid_0's poisson: -107.964
[26] valid_0's poisson: -108.026
[27] valid_0's poisson: -108.106
[28] valid_0's poisson: -108.169
[29] valid_0's poisson: -108.238
[30] valid_0's poisson: -108.286
[31] valid_0's poisson: -108.338
[32] valid_0's poisson: -108.377
[33] valid_0's poisson: -108.408
[34] valid_0's poisson: -108.484
[35] valid_0's poisson: -108.518
[36] valid_0's poisson: -108.556
[37] valid_0's poisson: -108.596
[38] valid_0's poisson: -108.624
[39] valid_0's poisson: -108.65
[40] valid_0's poisson: -108.681
[41] valid_0's poisson: -108.703
[42] valid_0's poisson: -108.725
[43] valid_0's poisson: -108.744
[44] valid_0's poisson: -108.782
[45] valid_0's poisson: -108.788
[46] valid_0's poisson: -108.808
[47] valid_0's poisson: -108.837
[48] valid_0's poisson: -108.852
[49] valid_0's poisson: -108.883
[50] valid_0's poisson: -108.9
[51] valid_0's poisson: -108.926
[52] valid_0's poisson: -108.939
[53] valid_0's poisson: -108.945
[54] valid_0's poisson: -108.964
[55] valid_0's poisson: -108.983
[56] valid_0's poisson: -109.003
[57] valid_0's poisson: -109.024
[58] valid_0's poisson: -109.026
[59] valid_0's poisson: -109.042
[60] valid_0's poisson: -109.051
[61] valid_0's poisson: -109.066
[62] valid_0's poisson: -109.075
[63] valid_0's poisson: -109.077
[64] valid_0's poisson: -109.096
[65] valid_0's poisson: -109.108
[66] valid_0's poisson: -109.118
[67] valid_0's poisson: -109.137
[68] valid_0's poisson: -109.146
[69] valid_0's poisson: -109.15
[70] valid_0's poisson: -109.156
[71] valid_0's poisson: -109.163
[72] valid_0's poisson: -109.172
[73] valid_0's poisson: -109.178
[74] valid_0's poisson: -109.184
[75] valid_0's poisson: -109.189
[76] valid_0's poisson: -109.195
[77] valid_0's poisson: -109.204
[78] valid_0's poisson: -109.207
[79] valid_0's poisson: -109.214
[80] valid_0's poisson: -109.219
[81] valid_0's poisson: -109.225
[82] valid_0's poisson: -109.237
[83] valid_0's poisson: -109.246
[84] valid_0's poisson: -109.257
[85] valid_0's poisson: -109.262
[86] valid_0's poisson: -109.267
[87] valid_0's poisson: -109.268
[88] valid_0's poisson: -109.276
[89] valid_0's poisson: -109.283
[90] valid_0's poisson: -109.286
[91] valid_0's poisson: -109.295
[92] valid_0's poisson: -109.3
[93] valid_0's poisson: -109.304
[94] valid_0's poisson: -109.304
[95] valid_0's poisson: -109.321
[96] valid_0's poisson: -109.325
[97] valid_0's poisson: -109.332
[98] valid_0's poisson: -109.338
[99] valid_0's poisson: -109.345
[100] valid_0's poisson: -109.363
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9965
[2] valid_0's poisson: -95.1179
[3] valid_0's poisson: -97.4168
[4] valid_0's poisson: -99.1438
[5] valid_0's poisson: -100.473
[6] valid_0's poisson: -101.627
[7] valid_0's poisson: -102.556
[8] valid_0's poisson: -103.339
[9] valid_0's poisson: -104.018
[10] valid_0's poisson: -104.565
[11] valid_0's poisson: -105.078
[12] valid_0's poisson: -105.502
[13] valid_0's poisson: -105.838
[14] valid_0's poisson: -106.201
[15] valid_0's poisson: -106.469
[16] valid_0's poisson: -106.746
[17] valid_0's poisson: -106.959
[18] valid_0's poisson: -107.156
[19] valid_0's poisson: -107.308
[20] valid_0's poisson: -107.473
[21] valid_0's poisson: -107.596
[22] valid_0's poisson: -107.714
[23] valid_0's poisson: -107.804
[24] valid_0's poisson: -107.891
[25] valid_0's poisson: -107.974
[26] valid_0's poisson: -108.055
[27] valid_0's poisson: -108.11
[28] valid_0's poisson: -108.208
[29] valid_0's poisson: -108.263
[30] valid_0's poisson: -108.327
[31] valid_0's poisson: -108.364
[32] valid_0's poisson: -108.405
[33] valid_0's poisson: -108.445
[34] valid_0's poisson: -108.484
[35] valid_0's poisson: -108.553
[36] valid_0's poisson: -108.584
[37] valid_0's poisson: -108.606
[38] valid_0's poisson: -108.641
[39] valid_0's poisson: -108.666
[40] valid_0's poisson: -108.682
[41] valid_0's poisson: -108.723
[42] valid_0's poisson: -108.736
[43] valid_0's poisson: -108.761
[44] valid_0's poisson: -108.783
[45] valid_0's poisson: -108.796
[46] valid_0's poisson: -108.833
[47] valid_0's poisson: -108.864
[48] valid_0's poisson: -108.87
[49] valid_0's poisson: -108.88
[50] valid_0's poisson: -108.911
[51] valid_0's poisson: -108.919
[52] valid_0's poisson: -108.933
[53] valid_0's poisson: -108.946
[54] valid_0's poisson: -108.958
[55] valid_0's poisson: -108.977
[56] valid_0's poisson: -108.994
[57] valid_0's poisson: -109
[58] valid_0's poisson: -109.015
[59] valid_0's poisson: -109.027
[60] valid_0's poisson: -109.041
[61] valid_0's poisson: -109.049
[62] valid_0's poisson: -109.067
[63] valid_0's poisson: -109.081
[64] valid_0's poisson: -109.084
[65] valid_0's poisson: -109.089
[66] valid_0's poisson: -109.102
[67] valid_0's poisson: -109.108
[68] valid_0's poisson: -109.115
[69] valid_0's poisson: -109.14
[70] valid_0's poisson: -109.15
[71] valid_0's poisson: -109.164
[72] valid_0's poisson: -109.171
[73] valid_0's poisson: -109.181
[74] valid_0's poisson: -109.19
[75] valid_0's poisson: -109.2
[76] valid_0's poisson: -109.205
[77] valid_0's poisson: -109.207
[78] valid_0's poisson: -109.214
[79] valid_0's poisson: -109.216
[80] valid_0's poisson: -109.222
[81] valid_0's poisson: -109.231
[82] valid_0's poisson: -109.239
[83] valid_0's poisson: -109.256
[84] valid_0's poisson: -109.275
[85] valid_0's poisson: -109.279
[86] valid_0's poisson: -109.289
[87] valid_0's poisson: -109.295
[88] valid_0's poisson: -109.303
[89] valid_0's poisson: -109.304
[90] valid_0's poisson: -109.307
[91] valid_0's poisson: -109.31
[92] valid_0's poisson: -109.319
[93] valid_0's poisson: -109.325
[94] valid_0's poisson: -109.331
[95] valid_0's poisson: -109.336
[96] valid_0's poisson: -109.338
[97] valid_0's poisson: -109.338
[98] valid_0's poisson: -109.339
[99] valid_0's poisson: -109.344
[100] valid_0's poisson: -109.349
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.0256
[2] valid_0's poisson: -95.1887
[3] valid_0's poisson: -97.3708
[4] valid_0's poisson: -99.0878
[5] valid_0's poisson: -100.47
[6] valid_0's poisson: -101.58
[7] valid_0's poisson: -102.539
[8] valid_0's poisson: -103.334
[9] valid_0's poisson: -104.019
[10] valid_0's poisson: -104.587
[11] valid_0's poisson: -105.096
[12] valid_0's poisson: -105.522
[13] valid_0's poisson: -105.888
[14] valid_0's poisson: -106.239
[15] valid_0's poisson: -106.551
[16] valid_0's poisson: -106.785
[17] valid_0's poisson: -107.014
[18] valid_0's poisson: -107.198
[19] valid_0's poisson: -107.387
[20] valid_0's poisson: -107.538
[21] valid_0's poisson: -107.659
[22] valid_0's poisson: -107.769
[23] valid_0's poisson: -107.856
[24] valid_0's poisson: -107.943
[25] valid_0's poisson: -108.026
[26] valid_0's poisson: -108.116
[27] valid_0's poisson: -108.196
[28] valid_0's poisson: -108.262
[29] valid_0's poisson: -108.341
[30] valid_0's poisson: -108.388
[31] valid_0's poisson: -108.426
[32] valid_0's poisson: -108.499
[33] valid_0's poisson: -108.54
[34] valid_0's poisson: -108.568
[35] valid_0's poisson: -108.626
[36] valid_0's poisson: -108.657
[37] valid_0's poisson: -108.692
[38] valid_0's poisson: -108.71
[39] valid_0's poisson: -108.731
[40] valid_0's poisson: -108.747
[41] valid_0's poisson: -108.772
[42] valid_0's poisson: -108.786
[43] valid_0's poisson: -108.83
[44] valid_0's poisson: -108.857
[45] valid_0's poisson: -108.873
[46] valid_0's poisson: -108.885
[47] valid_0's poisson: -108.904
[48] valid_0's poisson: -108.935
[49] valid_0's poisson: -108.946
[50] valid_0's poisson: -108.957
[51] valid_0's poisson: -108.973
[52] valid_0's poisson: -108.977
[53] valid_0's poisson: -109.017
[54] valid_0's poisson: -109.027
[55] valid_0's poisson: -109.037
[56] valid_0's poisson: -109.046
[57] valid_0's poisson: -109.057
[58] valid_0's poisson: -109.07
[59] valid_0's poisson: -109.075
[60] valid_0's poisson: -109.079
[61] valid_0's poisson: -109.098
[62] valid_0's poisson: -109.106
[63] valid_0's poisson: -109.114
[64] valid_0's poisson: -109.129
[65] valid_0's poisson: -109.133
[66] valid_0's poisson: -109.147
[67] valid_0's poisson: -109.163
[68] valid_0's poisson: -109.164
[69] valid_0's poisson: -109.17
[70] valid_0's poisson: -109.187
[71] valid_0's poisson: -109.194
[72] valid_0's poisson: -109.199
[73] valid_0's poisson: -109.205
[74] valid_0's poisson: -109.218
[75] valid_0's poisson: -109.226
[76] valid_0's poisson: -109.232
[77] valid_0's poisson: -109.235
[78] valid_0's poisson: -109.235
[79] valid_0's poisson: -109.246
[80] valid_0's poisson: -109.257
[81] valid_0's poisson: -109.26
[82] valid_0's poisson: -109.26
[83] valid_0's poisson: -109.27
[84] valid_0's poisson: -109.277
[85] valid_0's poisson: -109.287
[86] valid_0's poisson: -109.293
[87] valid_0's poisson: -109.297
[88] valid_0's poisson: -109.298
[89] valid_0's poisson: -109.299
[90] valid_0's poisson: -109.305
[91] valid_0's poisson: -109.313
[92] valid_0's poisson: -109.315
[93] valid_0's poisson: -109.317
[94] valid_0's poisson: -109.319
[95] valid_0's poisson: -109.327
[96] valid_0's poisson: -109.334
[97] valid_0's poisson: -109.333
[98] valid_0's poisson: -109.34
[99] valid_0's poisson: -109.343
[100] valid_0's poisson: -109.347
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.047
[2] valid_0's poisson: -95.2282
[3] valid_0's poisson: -97.4165
[4] valid_0's poisson: -99.1505
[5] valid_0's poisson: -100.522
[6] valid_0's poisson: -101.648
[7] valid_0's poisson: -102.59
[8] valid_0's poisson: -103.372
[9] valid_0's poisson: -104.087
[10] valid_0's poisson: -104.65
[11] valid_0's poisson: -105.113
[12] valid_0's poisson: -105.576
[13] valid_0's poisson: -105.956
[14] valid_0's poisson: -106.271
[15] valid_0's poisson: -106.544
[16] valid_0's poisson: -106.807
[17] valid_0's poisson: -107.046
[18] valid_0's poisson: -107.231
[19] valid_0's poisson: -107.39
[20] valid_0's poisson: -107.552
[21] valid_0's poisson: -107.675
[22] valid_0's poisson: -107.792
[23] valid_0's poisson: -107.883
[24] valid_0's poisson: -107.977
[25] valid_0's poisson: -108.061
[26] valid_0's poisson: -108.129
[27] valid_0's poisson: -108.185
[28] valid_0's poisson: -108.25
[29] valid_0's poisson: -108.316
[30] valid_0's poisson: -108.367
[31] valid_0's poisson: -108.412
[32] valid_0's poisson: -108.444
[33] valid_0's poisson: -108.483
[34] valid_0's poisson: -108.519
[35] valid_0's poisson: -108.563
[36] valid_0's poisson: -108.59
[37] valid_0's poisson: -108.606
[38] valid_0's poisson: -108.653
[39] valid_0's poisson: -108.671
[40] valid_0's poisson: -108.696
[41] valid_0's poisson: -108.734
[42] valid_0's poisson: -108.753
[43] valid_0's poisson: -108.773
[44] valid_0's poisson: -108.784
[45] valid_0's poisson: -108.809
[46] valid_0's poisson: -108.834
[47] valid_0's poisson: -108.844
[48] valid_0's poisson: -108.859
[49] valid_0's poisson: -108.881
[50] valid_0's poisson: -108.891
[51] valid_0's poisson: -108.903
[52] valid_0's poisson: -108.913
[53] valid_0's poisson: -108.94
[54] valid_0's poisson: -108.952
[55] valid_0's poisson: -108.956
[56] valid_0's poisson: -108.971
[57] valid_0's poisson: -108.995
[58] valid_0's poisson: -109.005
[59] valid_0's poisson: -109.019
[60] valid_0's poisson: -109.033
[61] valid_0's poisson: -109.048
[62] valid_0's poisson: -109.075
[63] valid_0's poisson: -109.078
[64] valid_0's poisson: -109.087
[65] valid_0's poisson: -109.104
[66] valid_0's poisson: -109.109
[67] valid_0's poisson: -109.117
[68] valid_0's poisson: -109.131
[69] valid_0's poisson: -109.149
[70] valid_0's poisson: -109.156
[71] valid_0's poisson: -109.171
[72] valid_0's poisson: -109.182
[73] valid_0's poisson: -109.184
[74] valid_0's poisson: -109.196
[75] valid_0's poisson: -109.21
[76] valid_0's poisson: -109.216
[77] valid_0's poisson: -109.225
[78] valid_0's poisson: -109.229
[79] valid_0's poisson: -109.23
[80] valid_0's poisson: -109.233
[81] valid_0's poisson: -109.241
[82] valid_0's poisson: -109.251
[83] valid_0's poisson: -109.252
[84] valid_0's poisson: -109.267
[85] valid_0's poisson: -109.273
[86] valid_0's poisson: -109.281
[87] valid_0's poisson: -109.281
[88] valid_0's poisson: -109.288
[89] valid_0's poisson: -109.298
[90] valid_0's poisson: -109.308
[91] valid_0's poisson: -109.31
[92] valid_0's poisson: -109.312
[93] valid_0's poisson: -109.315
[94] valid_0's poisson: -109.321
[95] valid_0's poisson: -109.331
[96] valid_0's poisson: -109.332
[97] valid_0's poisson: -109.338
[98] valid_0's poisson: -109.338
[99] valid_0's poisson: -109.344
[100] valid_0's poisson: -109.347
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9729
[2] valid_0's poisson: -95.1344
[3] valid_0's poisson: -97.325
[4] valid_0's poisson: -99.031
[5] valid_0's poisson: -100.384
[6] valid_0's poisson: -101.498
[7] valid_0's poisson: -102.461
[8] valid_0's poisson: -103.259
[9] valid_0's poisson: -103.961
[10] valid_0's poisson: -104.566
[11] valid_0's poisson: -105.054
[12] valid_0's poisson: -105.483
[13] valid_0's poisson: -105.902
[14] valid_0's poisson: -106.244
[15] valid_0's poisson: -106.501
[16] valid_0's poisson: -106.765
[17] valid_0's poisson: -106.963
[18] valid_0's poisson: -107.153
[19] valid_0's poisson: -107.313
[20] valid_0's poisson: -107.467
[21] valid_0's poisson: -107.587
[22] valid_0's poisson: -107.702
[23] valid_0's poisson: -107.804
[24] valid_0's poisson: -107.89
[25] valid_0's poisson: -107.975
[26] valid_0's poisson: -108.061
[27] valid_0's poisson: -108.142
[28] valid_0's poisson: -108.21
[29] valid_0's poisson: -108.273
[30] valid_0's poisson: -108.354
[31] valid_0's poisson: -108.426
[32] valid_0's poisson: -108.463
[33] valid_0's poisson: -108.492
[34] valid_0's poisson: -108.546
[35] valid_0's poisson: -108.574
[36] valid_0's poisson: -108.592
[37] valid_0's poisson: -108.625
[38] valid_0's poisson: -108.64
[39] valid_0's poisson: -108.654
[40] valid_0's poisson: -108.685
[41] valid_0's poisson: -108.729
[42] valid_0's poisson: -108.757
[43] valid_0's poisson: -108.77
[44] valid_0's poisson: -108.783
[45] valid_0's poisson: -108.826
[46] valid_0's poisson: -108.85
[47] valid_0's poisson: -108.876
[48] valid_0's poisson: -108.883
[49] valid_0's poisson: -108.89
[50] valid_0's poisson: -108.912
[51] valid_0's poisson: -108.944
[52] valid_0's poisson: -108.953
[53] valid_0's poisson: -108.967
[54] valid_0's poisson: -108.991
[55] valid_0's poisson: -109.015
[56] valid_0's poisson: -109.018
[57] valid_0's poisson: -109.034
[58] valid_0's poisson: -109.046
[59] valid_0's poisson: -109.049
[60] valid_0's poisson: -109.067
[61] valid_0's poisson: -109.078
[62] valid_0's poisson: -109.091
[63] valid_0's poisson: -109.11
[64] valid_0's poisson: -109.111
[65] valid_0's poisson: -109.127
[66] valid_0's poisson: -109.132
[67] valid_0's poisson: -109.14
[68] valid_0's poisson: -109.154
[69] valid_0's poisson: -109.163
[70] valid_0's poisson: -109.17
[71] valid_0's poisson: -109.175
[72] valid_0's poisson: -109.18
[73] valid_0's poisson: -109.194
[74] valid_0's poisson: -109.197
[75] valid_0's poisson: -109.209
[76] valid_0's poisson: -109.217
[77] valid_0's poisson: -109.219
[78] valid_0's poisson: -109.229
[79] valid_0's poisson: -109.236
[80] valid_0's poisson: -109.238
[81] valid_0's poisson: -109.239
[82] valid_0's poisson: -109.249
[83] valid_0's poisson: -109.254
[84] valid_0's poisson: -109.263
[85] valid_0's poisson: -109.271
[86] valid_0's poisson: -109.275
[87] valid_0's poisson: -109.283
[88] valid_0's poisson: -109.285
[89] valid_0's poisson: -109.297
[90] valid_0's poisson: -109.299
[91] valid_0's poisson: -109.301
[92] valid_0's poisson: -109.302
[93] valid_0's poisson: -109.303
[94] valid_0's poisson: -109.303
[95] valid_0's poisson: -109.308
[96] valid_0's poisson: -109.317
[97] valid_0's poisson: -109.33
[98] valid_0's poisson: -109.33
[99] valid_0's poisson: -109.33
[100] valid_0's poisson: -109.336
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3543
[2] valid_0's poisson: -87.5318
[3] valid_0's poisson: -87.7062
[4] valid_0's poisson: -87.8775
[5] valid_0's poisson: -88.046
[6] valid_0's poisson: -88.2115
[7] valid_0's poisson: -88.3742
[8] valid_0's poisson: -88.5355
[9] valid_0's poisson: -88.6929
[10] valid_0's poisson: -88.8453
[11] valid_0's poisson: -88.9989
[12] valid_0's poisson: -89.1472
[13] valid_0's poisson: -89.2981
[14] valid_0's poisson: -89.4425
[15] valid_0's poisson: -89.5888
[16] valid_0's poisson: -89.7327
[17] valid_0's poisson: -89.8722
[18] valid_0's poisson: -90.0127
[19] valid_0's poisson: -90.1485
[20] valid_0's poisson: -90.2868
[21] valid_0's poisson: -90.4191
[22] valid_0's poisson: -90.5531
[23] valid_0's poisson: -90.685
[24] valid_0's poisson: -90.8129
[25] valid_0's poisson: -90.9452
[26] valid_0's poisson: -91.0694
[27] valid_0's poisson: -91.1952
[28] valid_0's poisson: -91.319
[29] valid_0's poisson: -91.4396
[30] valid_0's poisson: -91.5732
[31] valid_0's poisson: -91.6937
[32] valid_0's poisson: -91.8097
[33] valid_0's poisson: -91.9381
[34] valid_0's poisson: -92.0548
[35] valid_0's poisson: -92.1693
[36] valid_0's poisson: -92.2805
[37] valid_0's poisson: -92.4029
[38] valid_0's poisson: -92.5144
[39] valid_0's poisson: -92.6218
[40] valid_0's poisson: -92.7396
[41] valid_0's poisson: -92.8482
[42] valid_0's poisson: -92.9547
[43] valid_0's poisson: -93.0577
[44] valid_0's poisson: -93.1702
[45] valid_0's poisson: -93.2741
[46] valid_0's poisson: -93.3736
[47] valid_0's poisson: -93.4752
[48] valid_0's poisson: -93.5827
[49] valid_0's poisson: -93.682
[50] valid_0's poisson: -93.7775
[51] valid_0's poisson: -93.8811
[52] valid_0's poisson: -93.9776
[53] valid_0's poisson: -94.0727
[54] valid_0's poisson: -94.1684
[55] valid_0's poisson: -94.2675
[56] valid_0's poisson: -94.3598
[57] valid_0's poisson: -94.4485
[58] valid_0's poisson: -94.5472
[59] valid_0's poisson: -94.6394
[60] valid_0's poisson: -94.7279
[61] valid_0's poisson: -94.8131
[62] valid_0's poisson: -94.9046
[63] valid_0's poisson: -94.9914
[64] valid_0's poisson: -95.0805
[65] valid_0's poisson: -95.1651
[66] valid_0's poisson: -95.2509
[67] valid_0's poisson: -95.3333
[68] valid_0's poisson: -95.4126
[69] valid_0's poisson: -95.4971
[70] valid_0's poisson: -95.5779
[71] valid_0's poisson: -95.6603
[72] valid_0's poisson: -95.7393
[73] valid_0's poisson: -95.8199
[74] valid_0's poisson: -95.8967
[75] valid_0's poisson: -95.9726
[76] valid_0's poisson: -96.0511
[77] valid_0's poisson: -96.1269
[78] valid_0's poisson: -96.2033
[79] valid_0's poisson: -96.2766
[80] valid_0's poisson: -96.3489
[81] valid_0's poisson: -96.4256
[82] valid_0's poisson: -96.4992
[83] valid_0's poisson: -96.5678
[84] valid_0's poisson: -96.6418
[85] valid_0's poisson: -96.7161
[86] valid_0's poisson: -96.7863
[87] valid_0's poisson: -96.8545
[88] valid_0's poisson: -96.9268
[89] valid_0's poisson: -96.9949
[90] valid_0's poisson: -97.062
[91] valid_0's poisson: -97.1282
[92] valid_0's poisson: -97.1978
[93] valid_0's poisson: -97.2627
[94] valid_0's poisson: -97.3268
[95] valid_0's poisson: -97.3913
[96] valid_0's poisson: -97.4542
[97] valid_0's poisson: -97.5162
[98] valid_0's poisson: -97.5826
[99] valid_0's poisson: -97.6448
[100] valid_0's poisson: -97.7052
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3612
[2] valid_0's poisson: -87.5481
[3] valid_0's poisson: -87.7284
[4] valid_0's poisson: -87.9055
[5] valid_0's poisson: -88.0794
[6] valid_0's poisson: -88.2524
[7] valid_0's poisson: -88.4191
[8] valid_0's poisson: -88.5829
[9] valid_0's poisson: -88.7439
[10] valid_0's poisson: -88.9036
[11] valid_0's poisson: -89.0593
[12] valid_0's poisson: -89.2089
[13] valid_0's poisson: -89.3604
[14] valid_0's poisson: -89.5111
[15] valid_0's poisson: -89.6592
[16] valid_0's poisson: -89.8062
[17] valid_0's poisson: -89.9469
[18] valid_0's poisson: -90.1015
[19] valid_0's poisson: -90.2424
[20] valid_0's poisson: -90.381
[21] valid_0's poisson: -90.5199
[22] valid_0's poisson: -90.6665
[23] valid_0's poisson: -90.8006
[24] valid_0's poisson: -90.9303
[25] valid_0's poisson: -91.0612
[26] valid_0's poisson: -91.1876
[27] valid_0's poisson: -91.3253
[28] valid_0's poisson: -91.4521
[29] valid_0's poisson: -91.5855
[30] valid_0's poisson: -91.7103
[31] valid_0's poisson: -91.8332
[32] valid_0's poisson: -91.9541
[33] valid_0's poisson: -92.0706
[34] valid_0's poisson: -92.1891
[35] valid_0's poisson: -92.3136
[36] valid_0's poisson: -92.4299
[37] valid_0's poisson: -92.5439
[38] valid_0's poisson: -92.6568
[39] valid_0's poisson: -92.7695
[40] valid_0's poisson: -92.8869
[41] valid_0's poisson: -92.9962
[42] valid_0's poisson: -93.1039
[43] valid_0's poisson: -93.2083
[44] valid_0's poisson: -93.3202
[45] valid_0's poisson: -93.4254
[46] valid_0's poisson: -93.5321
[47] valid_0's poisson: -93.6349
[48] valid_0's poisson: -93.7362
[49] valid_0's poisson: -93.8363
[50] valid_0's poisson: -93.9365
[51] valid_0's poisson: -94.0376
[52] valid_0's poisson: -94.1349
[53] valid_0's poisson: -94.2308
[54] valid_0's poisson: -94.3237
[55] valid_0's poisson: -94.4204
[56] valid_0's poisson: -94.5142
[57] valid_0's poisson: -94.6082
[58] valid_0's poisson: -94.7
[59] valid_0's poisson: -94.7905
[60] valid_0's poisson: -94.8805
[61] valid_0's poisson: -94.9706
[62] valid_0's poisson: -95.0585
[63] valid_0's poisson: -95.1451
[64] valid_0's poisson: -95.2306
[65] valid_0's poisson: -95.3165
[66] valid_0's poisson: -95.402
[67] valid_0's poisson: -95.4851
[68] valid_0's poisson: -95.5685
[69] valid_0's poisson: -95.6498
[70] valid_0's poisson: -95.7315
[71] valid_0's poisson: -95.8121
[72] valid_0's poisson: -95.8911
[73] valid_0's poisson: -95.9677
[74] valid_0's poisson: -96.0455
[75] valid_0's poisson: -96.1243
[76] valid_0's poisson: -96.2002
[77] valid_0's poisson: -96.2737
[78] valid_0's poisson: -96.3483
[79] valid_0's poisson: -96.4226
[80] valid_0's poisson: -96.4952
[81] valid_0's poisson: -96.568
[82] valid_0's poisson: -96.6418
[83] valid_0's poisson: -96.7126
[84] valid_0's poisson: -96.7827
[85] valid_0's poisson: -96.852
[86] valid_0's poisson: -96.9201
[87] valid_0's poisson: -96.9894
[88] valid_0's poisson: -97.0568
[89] valid_0's poisson: -97.1234
[90] valid_0's poisson: -97.189
[91] valid_0's poisson: -97.2543
[92] valid_0's poisson: -97.3183
[93] valid_0's poisson: -97.3842
[94] valid_0's poisson: -97.4478
[95] valid_0's poisson: -97.5101
[96] valid_0's poisson: -97.5717
[97] valid_0's poisson: -97.6324
[98] valid_0's poisson: -97.7001
[99] valid_0's poisson: -97.7608
[100] valid_0's poisson: -97.8189
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3534
[2] valid_0's poisson: -87.534
[3] valid_0's poisson: -87.7097
[4] valid_0's poisson: -87.884
[5] valid_0's poisson: -88.0537
[6] valid_0's poisson: -88.2206
[7] valid_0's poisson: -88.3787
[8] valid_0's poisson: -88.5413
[9] valid_0's poisson: -88.7037
[10] valid_0's poisson: -88.8562
[11] valid_0's poisson: -89.0126
[12] valid_0's poisson: -89.161
[13] valid_0's poisson: -89.3136
[14] valid_0's poisson: -89.4651
[15] valid_0's poisson: -89.6083
[16] valid_0's poisson: -89.7536
[17] valid_0's poisson: -89.8989
[18] valid_0's poisson: -90.0444
[19] valid_0's poisson: -90.1855
[20] valid_0's poisson: -90.3202
[21] valid_0's poisson: -90.4569
[22] valid_0's poisson: -90.5935
[23] valid_0's poisson: -90.7279
[24] valid_0's poisson: -90.8559
[25] valid_0's poisson: -90.9897
[26] valid_0's poisson: -91.1193
[27] valid_0's poisson: -91.2429
[28] valid_0's poisson: -91.3685
[29] valid_0's poisson: -91.5043
[30] valid_0's poisson: -91.6284
[31] valid_0's poisson: -91.7505
[32] valid_0's poisson: -91.8665
[33] valid_0's poisson: -91.9958
[34] valid_0's poisson: -92.1128
[35] valid_0's poisson: -92.2302
[36] valid_0's poisson: -92.3458
[37] valid_0's poisson: -92.4596
[38] valid_0's poisson: -92.5679
[39] valid_0's poisson: -92.6889
[40] valid_0's poisson: -92.7983
[41] valid_0's poisson: -92.9156
[42] valid_0's poisson: -93.0241
[43] valid_0's poisson: -93.131
[44] valid_0's poisson: -93.2362
[45] valid_0's poisson: -93.3366
[46] valid_0's poisson: -93.4475
[47] valid_0's poisson: -93.549
[48] valid_0's poisson: -93.6567
[49] valid_0's poisson: -93.7571
[50] valid_0's poisson: -93.856
[51] valid_0's poisson: -93.9534
[52] valid_0's poisson: -94.0562
[53] valid_0's poisson: -94.1534
[54] valid_0's poisson: -94.2493
[55] valid_0's poisson: -94.3435
[56] valid_0's poisson: -94.4329
[57] valid_0's poisson: -94.5304
[58] valid_0's poisson: -94.6208
[59] valid_0's poisson: -94.7156
[60] valid_0's poisson: -94.8059
[61] valid_0's poisson: -94.8948
[62] valid_0's poisson: -94.9816
[63] valid_0's poisson: -95.0724
[64] valid_0's poisson: -95.1589
[65] valid_0's poisson: -95.2441
[66] valid_0's poisson: -95.3281
[67] valid_0's poisson: -95.4109
[68] valid_0's poisson: -95.497
[69] valid_0's poisson: -95.5789
[70] valid_0's poisson: -95.6629
[71] valid_0's poisson: -95.743
[72] valid_0's poisson: -95.8218
[73] valid_0's poisson: -95.9029
[74] valid_0's poisson: -95.9808
[75] valid_0's poisson: -96.0543
[76] valid_0's poisson: -96.1327
[77] valid_0's poisson: -96.212
[78] valid_0's poisson: -96.2872
[79] valid_0's poisson: -96.3631
[80] valid_0's poisson: -96.4367
[81] valid_0's poisson: -96.5133
[82] valid_0's poisson: -96.587
[83] valid_0's poisson: -96.6585
[84] valid_0's poisson: -96.7264
[85] valid_0's poisson: -96.7976
[86] valid_0's poisson: -96.8711
[87] valid_0's poisson: -96.9402
[88] valid_0's poisson: -97.0115
[89] valid_0's poisson: -97.0797
[90] valid_0's poisson: -97.1505
[91] valid_0's poisson: -97.2175
[92] valid_0's poisson: -97.2839
[93] valid_0's poisson: -97.3494
[94] valid_0's poisson: -97.414
[95] valid_0's poisson: -97.4778
[96] valid_0's poisson: -97.541
[97] valid_0's poisson: -97.6081
[98] valid_0's poisson: -97.6711
[99] valid_0's poisson: -97.7325
[100] valid_0's poisson: -97.793
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3595
[2] valid_0's poisson: -87.5397
[3] valid_0's poisson: -87.7167
[4] valid_0's poisson: -87.8908
[5] valid_0's poisson: -88.0622
[6] valid_0's poisson: -88.2306
[7] valid_0's poisson: -88.3949
[8] valid_0's poisson: -88.5579
[9] valid_0's poisson: -88.7128
[10] valid_0's poisson: -88.8693
[11] valid_0's poisson: -89.0261
[12] valid_0's poisson: -89.1802
[13] valid_0's poisson: -89.3318
[14] valid_0's poisson: -89.4774
[15] valid_0's poisson: -89.6253
[16] valid_0's poisson: -89.767
[17] valid_0's poisson: -89.9163
[18] valid_0's poisson: -90.0587
[19] valid_0's poisson: -90.1956
[20] valid_0's poisson: -90.3347
[21] valid_0's poisson: -90.468
[22] valid_0's poisson: -90.6113
[23] valid_0's poisson: -90.745
[24] valid_0's poisson: -90.8838
[25] valid_0's poisson: -91.0162
[26] valid_0's poisson: -91.1465
[27] valid_0's poisson: -91.2743
[28] valid_0's poisson: -91.397
[29] valid_0's poisson: -91.5218
[30] valid_0's poisson: -91.6514
[31] valid_0's poisson: -91.7742
[32] valid_0's poisson: -91.8951
[33] valid_0's poisson: -92.0152
[34] valid_0's poisson: -92.1298
[35] valid_0's poisson: -92.2522
[36] valid_0's poisson: -92.3677
[37] valid_0's poisson: -92.4864
[38] valid_0's poisson: -92.6
[39] valid_0's poisson: -92.7118
[40] valid_0's poisson: -92.8219
[41] valid_0's poisson: -92.9318
[42] valid_0's poisson: -93.044
[43] valid_0's poisson: -93.1507
[44] valid_0's poisson: -93.2533
[45] valid_0's poisson: -93.3587
[46] valid_0's poisson: -93.4624
[47] valid_0's poisson: -93.5686
[48] valid_0's poisson: -93.6709
[49] valid_0's poisson: -93.7718
[50] valid_0's poisson: -93.8678
[51] valid_0's poisson: -93.9693
[52] valid_0's poisson: -94.0694
[53] valid_0's poisson: -94.166
[54] valid_0's poisson: -94.2582
[55] valid_0's poisson: -94.3552
[56] valid_0's poisson: -94.4483
[57] valid_0's poisson: -94.5427
[58] valid_0's poisson: -94.6351
[59] valid_0's poisson: -94.7262
[60] valid_0's poisson: -94.816
[61] valid_0's poisson: -94.9048
[62] valid_0's poisson: -94.9943
[63] valid_0's poisson: -95.0816
[64] valid_0's poisson: -95.1676
[65] valid_0's poisson: -95.2541
[66] valid_0's poisson: -95.3386
[67] valid_0's poisson: -95.4222
[68] valid_0's poisson: -95.5058
[69] valid_0's poisson: -95.5877
[70] valid_0's poisson: -95.6661
[71] valid_0's poisson: -95.7468
[72] valid_0's poisson: -95.8288
[73] valid_0's poisson: -95.9047
[74] valid_0's poisson: -95.9828
[75] valid_0's poisson: -96.0625
[76] valid_0's poisson: -96.1389
[77] valid_0's poisson: -96.2118
[78] valid_0's poisson: -96.2867
[79] valid_0's poisson: -96.3632
[80] valid_0's poisson: -96.4365
[81] valid_0's poisson: -96.5089
[82] valid_0's poisson: -96.581
[83] valid_0's poisson: -96.6523
[84] valid_0's poisson: -96.7223
[85] valid_0's poisson: -96.7922
[86] valid_0's poisson: -96.8661
[87] valid_0's poisson: -96.9341
[88] valid_0's poisson: -96.9999
[89] valid_0's poisson: -97.0685
[90] valid_0's poisson: -97.14
[91] valid_0's poisson: -97.2064
[92] valid_0's poisson: -97.2697
[93] valid_0's poisson: -97.3349
[94] valid_0's poisson: -97.3974
[95] valid_0's poisson: -97.4662
[96] valid_0's poisson: -97.5274
[97] valid_0's poisson: -97.5909
[98] valid_0's poisson: -97.6537
[99] valid_0's poisson: -97.7156
[100] valid_0's poisson: -97.7816
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.347
[2] valid_0's poisson: -87.5271
[3] valid_0's poisson: -87.7041
[4] valid_0's poisson: -87.8779
[5] valid_0's poisson: -88.0487
[6] valid_0's poisson: -88.2165
[7] valid_0's poisson: -88.3752
[8] valid_0's poisson: -88.5388
[9] valid_0's poisson: -88.6986
[10] valid_0's poisson: -88.8516
[11] valid_0's poisson: -89.0075
[12] valid_0's poisson: -89.1564
[13] valid_0's poisson: -89.3085
[14] valid_0's poisson: -89.4534
[15] valid_0's poisson: -89.6028
[16] valid_0's poisson: -89.7488
[17] valid_0's poisson: -89.8887
[18] valid_0's poisson: -90.0312
[19] valid_0's poisson: -90.1675
[20] valid_0's poisson: -90.3066
[21] valid_0's poisson: -90.4437
[22] valid_0's poisson: -90.5919
[23] valid_0's poisson: -90.7265
[24] valid_0's poisson: -90.8589
[25] valid_0's poisson: -90.9857
[26] valid_0's poisson: -91.116
[27] valid_0's poisson: -91.2438
[28] valid_0's poisson: -91.382
[29] valid_0's poisson: -91.5072
[30] valid_0's poisson: -91.6301
[31] valid_0's poisson: -91.7484
[32] valid_0's poisson: -91.8762
[33] valid_0's poisson: -91.9952
[34] valid_0's poisson: -92.1134
[35] valid_0's poisson: -92.2362
[36] valid_0's poisson: -92.3515
[37] valid_0's poisson: -92.4651
[38] valid_0's poisson: -92.5743
[39] valid_0's poisson: -92.6853
[40] valid_0's poisson: -92.7958
[41] valid_0's poisson: -92.9108
[42] valid_0's poisson: -93.0184
[43] valid_0's poisson: -93.1213
[44] valid_0's poisson: -93.232
[45] valid_0's poisson: -93.3397
[46] valid_0's poisson: -93.4424
[47] valid_0's poisson: -93.5412
[48] valid_0's poisson: -93.6469
[49] valid_0's poisson: -93.7465
[50] valid_0's poisson: -93.8456
[51] valid_0's poisson: -93.9474
[52] valid_0's poisson: -94.0441
[53] valid_0's poisson: -94.1393
[54] valid_0's poisson: -94.231
[55] valid_0's poisson: -94.3283
[56] valid_0's poisson: -94.421
[57] valid_0's poisson: -94.514
[58] valid_0's poisson: -94.6079
[59] valid_0's poisson: -94.699
[60] valid_0's poisson: -94.788
[61] valid_0's poisson: -94.8786
[62] valid_0's poisson: -94.9671
[63] valid_0's poisson: -95.0544
[64] valid_0's poisson: -95.1392
[65] valid_0's poisson: -95.2241
[66] valid_0's poisson: -95.3103
[67] valid_0's poisson: -95.394
[68] valid_0's poisson: -95.4732
[69] valid_0's poisson: -95.5564
[70] valid_0's poisson: -95.6402
[71] valid_0's poisson: -95.7206
[72] valid_0's poisson: -95.7966
[73] valid_0's poisson: -95.8764
[74] valid_0's poisson: -95.9569
[75] valid_0's poisson: -96.0339
[76] valid_0's poisson: -96.1112
[77] valid_0's poisson: -96.1864
[78] valid_0's poisson: -96.2614
[79] valid_0's poisson: -96.3361
[80] valid_0's poisson: -96.4095
[81] valid_0's poisson: -96.4818
[82] valid_0's poisson: -96.554
[83] valid_0's poisson: -96.6254
[84] valid_0's poisson: -96.6959
[85] valid_0's poisson: -96.7654
[86] valid_0's poisson: -96.8348
[87] valid_0's poisson: -96.9033
[88] valid_0's poisson: -96.9682
[89] valid_0's poisson: -97.0353
[90] valid_0's poisson: -97.1072
[91] valid_0's poisson: -97.1728
[92] valid_0's poisson: -97.2433
[93] valid_0's poisson: -97.3067
[94] valid_0's poisson: -97.3714
[95] valid_0's poisson: -97.4353
[96] valid_0's poisson: -97.496
[97] valid_0's poisson: -97.557
[98] valid_0's poisson: -97.6247
[99] valid_0's poisson: -97.6873
[100] valid_0's poisson: -97.7489
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.6387
[2] valid_0's poisson: -95.9088
[3] valid_0's poisson: -98.2974
[4] valid_0's poisson: -100.095
[5] valid_0's poisson: -101.514
[6] valid_0's poisson: -102.681
[7] valid_0's poisson: -103.62
[8] valid_0's poisson: -104.406
[9] valid_0's poisson: -105.084
[10] valid_0's poisson: -105.668
[11] valid_0's poisson: -106.141
[12] valid_0's poisson: -106.557
[13] valid_0's poisson: -106.921
[14] valid_0's poisson: -107.224
[15] valid_0's poisson: -107.498
[16] valid_0's poisson: -107.711
[17] valid_0's poisson: -107.907
[18] valid_0's poisson: -108.067
[19] valid_0's poisson: -108.208
[20] valid_0's poisson: -108.353
[21] valid_0's poisson: -108.46
[22] valid_0's poisson: -108.561
[23] valid_0's poisson: -108.654
[24] valid_0's poisson: -108.725
[25] valid_0's poisson: -108.795
[26] valid_0's poisson: -108.851
[27] valid_0's poisson: -108.907
[28] valid_0's poisson: -108.946
[29] valid_0's poisson: -108.998
[30] valid_0's poisson: -109.042
[31] valid_0's poisson: -109.089
[32] valid_0's poisson: -109.118
[33] valid_0's poisson: -109.144
[34] valid_0's poisson: -109.179
[35] valid_0's poisson: -109.201
[36] valid_0's poisson: -109.217
[37] valid_0's poisson: -109.235
[38] valid_0's poisson: -109.256
[39] valid_0's poisson: -109.27
[40] valid_0's poisson: -109.293
[41] valid_0's poisson: -109.311
[42] valid_0's poisson: -109.318
[43] valid_0's poisson: -109.326
[44] valid_0's poisson: -109.332
[45] valid_0's poisson: -109.342
[46] valid_0's poisson: -109.358
[47] valid_0's poisson: -109.364
[48] valid_0's poisson: -109.383
[49] valid_0's poisson: -109.389
[50] valid_0's poisson: -109.397
[51] valid_0's poisson: -109.417
[52] valid_0's poisson: -109.422
[53] valid_0's poisson: -109.436
[54] valid_0's poisson: -109.44
[55] valid_0's poisson: -109.443
[56] valid_0's poisson: -109.457
[57] valid_0's poisson: -109.465
[58] valid_0's poisson: -109.48
[59] valid_0's poisson: -109.485
[60] valid_0's poisson: -109.489
[61] valid_0's poisson: -109.502
[62] valid_0's poisson: -109.512
[63] valid_0's poisson: -109.512
[64] valid_0's poisson: -109.514
[65] valid_0's poisson: -109.526
[66] valid_0's poisson: -109.541
[67] valid_0's poisson: -109.547
[68] valid_0's poisson: -109.551
[69] valid_0's poisson: -109.556
[70] valid_0's poisson: -109.558
[71] valid_0's poisson: -109.561
[72] valid_0's poisson: -109.565
[73] valid_0's poisson: -109.573
[74] valid_0's poisson: -109.572
[75] valid_0's poisson: -109.573
[76] valid_0's poisson: -109.573
[77] valid_0's poisson: -109.579
[78] valid_0's poisson: -109.58
[79] valid_0's poisson: -109.584
[80] valid_0's poisson: -109.586
[81] valid_0's poisson: -109.586
[82] valid_0's poisson: -109.591
[83] valid_0's poisson: -109.592
[84] valid_0's poisson: -109.593
[85] valid_0's poisson: -109.601
[86] valid_0's poisson: -109.603
[87] valid_0's poisson: -109.606
[88] valid_0's poisson: -109.607
[89] valid_0's poisson: -109.61
[90] valid_0's poisson: -109.611
[91] valid_0's poisson: -109.617
[92] valid_0's poisson: -109.619
[93] valid_0's poisson: -109.62
[94] valid_0's poisson: -109.622
[95] valid_0's poisson: -109.624
[96] valid_0's poisson: -109.623
[97] valid_0's poisson: -109.624
[98] valid_0's poisson: -109.625
[99] valid_0's poisson: -109.631
[100] valid_0's poisson: -109.63
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.6538
[2] valid_0's poisson: -96.0474
[3] valid_0's poisson: -98.4289
[4] valid_0's poisson: -100.235
[5] valid_0's poisson: -101.663
[6] valid_0's poisson: -102.806
[7] valid_0's poisson: -103.739
[8] valid_0's poisson: -104.525
[9] valid_0's poisson: -105.181
[10] valid_0's poisson: -105.721
[11] valid_0's poisson: -106.228
[12] valid_0's poisson: -106.627
[13] valid_0's poisson: -106.975
[14] valid_0's poisson: -107.269
[15] valid_0's poisson: -107.513
[16] valid_0's poisson: -107.742
[17] valid_0's poisson: -107.96
[18] valid_0's poisson: -108.12
[19] valid_0's poisson: -108.26
[20] valid_0's poisson: -108.377
[21] valid_0's poisson: -108.479
[22] valid_0's poisson: -108.568
[23] valid_0's poisson: -108.65
[24] valid_0's poisson: -108.717
[25] valid_0's poisson: -108.784
[26] valid_0's poisson: -108.849
[27] valid_0's poisson: -108.895
[28] valid_0's poisson: -108.932
[29] valid_0's poisson: -108.97
[30] valid_0's poisson: -109.018
[31] valid_0's poisson: -109.056
[32] valid_0's poisson: -109.089
[33] valid_0's poisson: -109.107
[34] valid_0's poisson: -109.137
[35] valid_0's poisson: -109.155
[36] valid_0's poisson: -109.186
[37] valid_0's poisson: -109.194
[38] valid_0's poisson: -109.218
[39] valid_0's poisson: -109.233
[40] valid_0's poisson: -109.257
[41] valid_0's poisson: -109.281
[42] valid_0's poisson: -109.296
[43] valid_0's poisson: -109.313
[44] valid_0's poisson: -109.324
[45] valid_0's poisson: -109.339
[46] valid_0's poisson: -109.354
[47] valid_0's poisson: -109.357
[48] valid_0's poisson: -109.37
[49] valid_0's poisson: -109.383
[50] valid_0's poisson: -109.386
[51] valid_0's poisson: -109.402
[52] valid_0's poisson: -109.422
[53] valid_0's poisson: -109.424
[54] valid_0's poisson: -109.434
[55] valid_0's poisson: -109.441
[56] valid_0's poisson: -109.452
[57] valid_0's poisson: -109.458
[58] valid_0's poisson: -109.464
[59] valid_0's poisson: -109.465
[60] valid_0's poisson: -109.472
[61] valid_0's poisson: -109.487
[62] valid_0's poisson: -109.498
[63] valid_0's poisson: -109.503
[64] valid_0's poisson: -109.505
[65] valid_0's poisson: -109.511
[66] valid_0's poisson: -109.517
[67] valid_0's poisson: -109.522
[68] valid_0's poisson: -109.524
[69] valid_0's poisson: -109.527
[70] valid_0's poisson: -109.529
[71] valid_0's poisson: -109.534
[72] valid_0's poisson: -109.54
[73] valid_0's poisson: -109.546
[74] valid_0's poisson: -109.551
[75] valid_0's poisson: -109.552
[76] valid_0's poisson: -109.559
[77] valid_0's poisson: -109.561
[78] valid_0's poisson: -109.565
[79] valid_0's poisson: -109.567
[80] valid_0's poisson: -109.569
[81] valid_0's poisson: -109.575
[82] valid_0's poisson: -109.576
[83] valid_0's poisson: -109.577
[84] valid_0's poisson: -109.582
[85] valid_0's poisson: -109.585
[86] valid_0's poisson: -109.585
[87] valid_0's poisson: -109.595
[88] valid_0's poisson: -109.597
[89] valid_0's poisson: -109.596
[90] valid_0's poisson: -109.597
[91] valid_0's poisson: -109.601
[92] valid_0's poisson: -109.603
[93] valid_0's poisson: -109.606
[94] valid_0's poisson: -109.612
[95] valid_0's poisson: -109.611
[96] valid_0's poisson: -109.611
[97] valid_0's poisson: -109.616
[98] valid_0's poisson: -109.623
[99] valid_0's poisson: -109.628
[100] valid_0's poisson: -109.628
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.71
[2] valid_0's poisson: -95.9955
[3] valid_0's poisson: -98.3585
[4] valid_0's poisson: -100.187
[5] valid_0's poisson: -101.602
[6] valid_0's poisson: -102.755
[7] valid_0's poisson: -103.68
[8] valid_0's poisson: -104.493
[9] valid_0's poisson: -105.151
[10] valid_0's poisson: -105.725
[11] valid_0's poisson: -106.203
[12] valid_0's poisson: -106.625
[13] valid_0's poisson: -106.97
[14] valid_0's poisson: -107.267
[15] valid_0's poisson: -107.522
[16] valid_0's poisson: -107.756
[17] valid_0's poisson: -107.948
[18] valid_0's poisson: -108.112
[19] valid_0's poisson: -108.247
[20] valid_0's poisson: -108.37
[21] valid_0's poisson: -108.486
[22] valid_0's poisson: -108.594
[23] valid_0's poisson: -108.7
[24] valid_0's poisson: -108.77
[25] valid_0's poisson: -108.83
[26] valid_0's poisson: -108.885
[27] valid_0's poisson: -108.934
[28] valid_0's poisson: -108.969
[29] valid_0's poisson: -109.015
[30] valid_0's poisson: -109.056
[31] valid_0's poisson: -109.085
[32] valid_0's poisson: -109.115
[33] valid_0's poisson: -109.141
[34] valid_0's poisson: -109.171
[35] valid_0's poisson: -109.187
[36] valid_0's poisson: -109.208
[37] valid_0's poisson: -109.246
[38] valid_0's poisson: -109.271
[39] valid_0's poisson: -109.291
[40] valid_0's poisson: -109.312
[41] valid_0's poisson: -109.321
[42] valid_0's poisson: -109.331
[43] valid_0's poisson: -109.348
[44] valid_0's poisson: -109.371
[45] valid_0's poisson: -109.381
[46] valid_0's poisson: -109.396
[47] valid_0's poisson: -109.402
[48] valid_0's poisson: -109.41
[49] valid_0's poisson: -109.418
[50] valid_0's poisson: -109.433
[51] valid_0's poisson: -109.44
[52] valid_0's poisson: -109.442
[53] valid_0's poisson: -109.446
[54] valid_0's poisson: -109.46
[55] valid_0's poisson: -109.464
[56] valid_0's poisson: -109.469
[57] valid_0's poisson: -109.469
[58] valid_0's poisson: -109.482
[59] valid_0's poisson: -109.486
[60] valid_0's poisson: -109.491
[61] valid_0's poisson: -109.498
[62] valid_0's poisson: -109.507
[63] valid_0's poisson: -109.508
[64] valid_0's poisson: -109.512
[65] valid_0's poisson: -109.517
[66] valid_0's poisson: -109.526
[67] valid_0's poisson: -109.527
[68] valid_0's poisson: -109.534
[69] valid_0's poisson: -109.543
[70] valid_0's poisson: -109.552
[71] valid_0's poisson: -109.56
[72] valid_0's poisson: -109.561
[73] valid_0's poisson: -109.566
[74] valid_0's poisson: -109.573
[75] valid_0's poisson: -109.577
[76] valid_0's poisson: -109.581
[77] valid_0's poisson: -109.582
[78] valid_0's poisson: -109.585
[79] valid_0's poisson: -109.588
[80] valid_0's poisson: -109.59
[81] valid_0's poisson: -109.596
[82] valid_0's poisson: -109.603
[83] valid_0's poisson: -109.605
[84] valid_0's poisson: -109.611
[85] valid_0's poisson: -109.612
[86] valid_0's poisson: -109.613
[87] valid_0's poisson: -109.616
[88] valid_0's poisson: -109.617
[89] valid_0's poisson: -109.619
[90] valid_0's poisson: -109.62
[91] valid_0's poisson: -109.628
[92] valid_0's poisson: -109.637
[93] valid_0's poisson: -109.644
[94] valid_0's poisson: -109.646
[95] valid_0's poisson: -109.65
[96] valid_0's poisson: -109.654
[97] valid_0's poisson: -109.655
[98] valid_0's poisson: -109.659
[99] valid_0's poisson: -109.664
[100] valid_0's poisson: -109.663
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.7561
[2] valid_0's poisson: -96.0211
[3] valid_0's poisson: -98.3897
[4] valid_0's poisson: -100.206
[5] valid_0's poisson: -101.63
[6] valid_0's poisson: -102.766
[7] valid_0's poisson: -103.704
[8] valid_0's poisson: -104.482
[9] valid_0's poisson: -105.142
[10] valid_0's poisson: -105.7
[11] valid_0's poisson: -106.205
[12] valid_0's poisson: -106.613
[13] valid_0's poisson: -106.968
[14] valid_0's poisson: -107.252
[15] valid_0's poisson: -107.5
[16] valid_0's poisson: -107.72
[17] valid_0's poisson: -107.915
[18] valid_0's poisson: -108.093
[19] valid_0's poisson: -108.242
[20] valid_0's poisson: -108.354
[21] valid_0's poisson: -108.463
[22] valid_0's poisson: -108.551
[23] valid_0's poisson: -108.636
[24] valid_0's poisson: -108.71
[25] valid_0's poisson: -108.765
[26] valid_0's poisson: -108.835
[27] valid_0's poisson: -108.882
[28] valid_0's poisson: -108.922
[29] valid_0's poisson: -108.96
[30] valid_0's poisson: -108.996
[31] valid_0's poisson: -109.023
[32] valid_0's poisson: -109.051
[33] valid_0's poisson: -109.092
[34] valid_0's poisson: -109.11
[35] valid_0's poisson: -109.128
[36] valid_0's poisson: -109.164
[37] valid_0's poisson: -109.175
[38] valid_0's poisson: -109.204
[39] valid_0's poisson: -109.233
[40] valid_0's poisson: -109.244
[41] valid_0's poisson: -109.255
[42] valid_0's poisson: -109.276
[43] valid_0's poisson: -109.292
[44] valid_0's poisson: -109.299
[45] valid_0's poisson: -109.314
[46] valid_0's poisson: -109.333
[47] valid_0's poisson: -109.337
[48] valid_0's poisson: -109.347
[49] valid_0's poisson: -109.365
[50] valid_0's poisson: -109.383
[51] valid_0's poisson: -109.401
[52] valid_0's poisson: -109.409
[53] valid_0's poisson: -109.421
[54] valid_0's poisson: -109.436
[55] valid_0's poisson: -109.448
[56] valid_0's poisson: -109.453
[57] valid_0's poisson: -109.456
[58] valid_0's poisson: -109.468
[59] valid_0's poisson: -109.476
[60] valid_0's poisson: -109.482
[61] valid_0's poisson: -109.487
[62] valid_0's poisson: -109.496
[63] valid_0's poisson: -109.497
[64] valid_0's poisson: -109.503
[65] valid_0's poisson: -109.512
[66] valid_0's poisson: -109.52
[67] valid_0's poisson: -109.522
[68] valid_0's poisson: -109.527
[69] valid_0's poisson: -109.528
[70] valid_0's poisson: -109.535
[71] valid_0's poisson: -109.543
[72] valid_0's poisson: -109.547
[73] valid_0's poisson: -109.552
[74] valid_0's poisson: -109.554
[75] valid_0's poisson: -109.561
[76] valid_0's poisson: -109.561
[77] valid_0's poisson: -109.568
[78] valid_0's poisson: -109.569
[79] valid_0's poisson: -109.57
[80] valid_0's poisson: -109.57
[81] valid_0's poisson: -109.574
[82] valid_0's poisson: -109.579
[83] valid_0's poisson: -109.581
[84] valid_0's poisson: -109.584
[85] valid_0's poisson: -109.589
[86] valid_0's poisson: -109.59
[87] valid_0's poisson: -109.593
[88] valid_0's poisson: -109.593
[89] valid_0's poisson: -109.599
[90] valid_0's poisson: -109.6
[91] valid_0's poisson: -109.606
[92] valid_0's poisson: -109.608
[93] valid_0's poisson: -109.609
[94] valid_0's poisson: -109.613
[95] valid_0's poisson: -109.617
[96] valid_0's poisson: -109.622
[97] valid_0's poisson: -109.626
[98] valid_0's poisson: -109.628
[99] valid_0's poisson: -109.629
[100] valid_0's poisson: -109.633
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.6644
[2] valid_0's poisson: -95.9522
[3] valid_0's poisson: -98.3261
[4] valid_0's poisson: -100.143
[5] valid_0's poisson: -101.566
[6] valid_0's poisson: -102.719
[7] valid_0's poisson: -103.662
[8] valid_0's poisson: -104.45
[9] valid_0's poisson: -105.123
[10] valid_0's poisson: -105.703
[11] valid_0's poisson: -106.19
[12] valid_0's poisson: -106.583
[13] valid_0's poisson: -106.947
[14] valid_0's poisson: -107.234
[15] valid_0's poisson: -107.506
[16] valid_0's poisson: -107.72
[17] valid_0's poisson: -107.902
[18] valid_0's poisson: -108.079
[19] valid_0's poisson: -108.21
[20] valid_0's poisson: -108.339
[21] valid_0's poisson: -108.449
[22] valid_0's poisson: -108.543
[23] valid_0's poisson: -108.621
[24] valid_0's poisson: -108.702
[25] valid_0's poisson: -108.764
[26] valid_0's poisson: -108.826
[27] valid_0's poisson: -108.872
[28] valid_0's poisson: -108.935
[29] valid_0's poisson: -108.967
[30] valid_0's poisson: -109.007
[31] valid_0's poisson: -109.041
[32] valid_0's poisson: -109.068
[33] valid_0's poisson: -109.109
[34] valid_0's poisson: -109.144
[35] valid_0's poisson: -109.172
[36] valid_0's poisson: -109.191
[37] valid_0's poisson: -109.212
[38] valid_0's poisson: -109.227
[39] valid_0's poisson: -109.249
[40] valid_0's poisson: -109.27
[41] valid_0's poisson: -109.292
[42] valid_0's poisson: -109.308
[43] valid_0's poisson: -109.317
[44] valid_0's poisson: -109.328
[45] valid_0's poisson: -109.339
[46] valid_0's poisson: -109.343
[47] valid_0's poisson: -109.349
[48] valid_0's poisson: -109.36
[49] valid_0's poisson: -109.368
[50] valid_0's poisson: -109.376
[51] valid_0's poisson: -109.385
[52] valid_0's poisson: -109.401
[53] valid_0's poisson: -109.409
[54] valid_0's poisson: -109.417
[55] valid_0's poisson: -109.42
[56] valid_0's poisson: -109.442
[57] valid_0's poisson: -109.45
[58] valid_0's poisson: -109.461
[59] valid_0's poisson: -109.467
[60] valid_0's poisson: -109.468
[61] valid_0's poisson: -109.47
[62] valid_0's poisson: -109.472
[63] valid_0's poisson: -109.477
[64] valid_0's poisson: -109.491
[65] valid_0's poisson: -109.493
[66] valid_0's poisson: -109.495
[67] valid_0's poisson: -109.497
[68] valid_0's poisson: -109.502
[69] valid_0's poisson: -109.511
[70] valid_0's poisson: -109.52
[71] valid_0's poisson: -109.522
[72] valid_0's poisson: -109.525
[73] valid_0's poisson: -109.529
[74] valid_0's poisson: -109.528
[75] valid_0's poisson: -109.529
[76] valid_0's poisson: -109.534
[77] valid_0's poisson: -109.538
[78] valid_0's poisson: -109.539
[79] valid_0's poisson: -109.545
[80] valid_0's poisson: -109.547
[81] valid_0's poisson: -109.549
[82] valid_0's poisson: -109.552
[83] valid_0's poisson: -109.554
[84] valid_0's poisson: -109.56
[85] valid_0's poisson: -109.56
[86] valid_0's poisson: -109.561
[87] valid_0's poisson: -109.571
[88] valid_0's poisson: -109.576
[89] valid_0's poisson: -109.58
[90] valid_0's poisson: -109.585
[91] valid_0's poisson: -109.589
[92] valid_0's poisson: -109.589
[93] valid_0's poisson: -109.593
[94] valid_0's poisson: -109.592
[95] valid_0's poisson: -109.594
[96] valid_0's poisson: -109.598
[97] valid_0's poisson: -109.598
[98] valid_0's poisson: -109.599
[99] valid_0's poisson: -109.602
[100] valid_0's poisson: -109.605
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=6; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.4902
[2] valid_0's poisson: -87.7974
[3] valid_0's poisson: -88.0965
[4] valid_0's poisson: -88.3871
[5] valid_0's poisson: -88.6699
[6] valid_0's poisson: -88.9484
[7] valid_0's poisson: -89.2194
[8] valid_0's poisson: -89.4859
[9] valid_0's poisson: -89.7415
[10] valid_0's poisson: -89.9931
[11] valid_0's poisson: -90.2402
[12] valid_0's poisson: -90.4783
[13] valid_0's poisson: -90.7127
[14] valid_0's poisson: -90.9431
[15] valid_0's poisson: -91.1657
[16] valid_0's poisson: -91.3847
[17] valid_0's poisson: -91.6006
[18] valid_0's poisson: -91.8092
[19] valid_0's poisson: -92.0167
[20] valid_0's poisson: -92.2185
[21] valid_0's poisson: -92.417
[22] valid_0's poisson: -92.6093
[23] valid_0's poisson: -92.7986
[24] valid_0's poisson: -92.9856
[25] valid_0's poisson: -93.1669
[26] valid_0's poisson: -93.3453
[27] valid_0's poisson: -93.5217
[28] valid_0's poisson: -93.6931
[29] valid_0's poisson: -93.863
[30] valid_0's poisson: -94.0296
[31] valid_0's poisson: -94.1943
[32] valid_0's poisson: -94.3636
[33] valid_0's poisson: -94.5235
[34] valid_0's poisson: -94.6796
[35] valid_0's poisson: -94.8399
[36] valid_0's poisson: -94.9925
[37] valid_0's poisson: -95.1416
[38] valid_0's poisson: -95.2878
[39] valid_0's poisson: -95.4384
[40] valid_0's poisson: -95.5792
[41] valid_0's poisson: -95.7184
[42] valid_0's poisson: -95.8619
[43] valid_0's poisson: -95.9975
[44] valid_0's poisson: -96.1303
[45] valid_0's poisson: -96.2675
[46] valid_0's poisson: -96.3968
[47] valid_0's poisson: -96.5234
[48] valid_0's poisson: -96.6565
[49] valid_0's poisson: -96.7808
[50] valid_0's poisson: -96.9038
[51] valid_0's poisson: -97.0245
[52] valid_0's poisson: -97.1433
[53] valid_0's poisson: -97.2666
[54] valid_0's poisson: -97.3818
[55] valid_0's poisson: -97.4965
[56] valid_0's poisson: -97.6076
[57] valid_0's poisson: -97.7241
[58] valid_0's poisson: -97.8337
[59] valid_0's poisson: -97.941
[60] valid_0's poisson: -98.0535
[61] valid_0's poisson: -98.1587
[62] valid_0's poisson: -98.2611
[63] valid_0's poisson: -98.364
[64] valid_0's poisson: -98.4685
[65] valid_0's poisson: -98.5665
[66] valid_0's poisson: -98.6678
[67] valid_0's poisson: -98.7637
[68] valid_0's poisson: -98.8601
[69] valid_0's poisson: -98.9595
[70] valid_0's poisson: -99.0507
[71] valid_0's poisson: -99.1473
[72] valid_0's poisson: -99.2366
[73] valid_0's poisson: -99.3253
[74] valid_0's poisson: -99.4195
[75] valid_0's poisson: -99.5073
[76] valid_0's poisson: -99.5976
[77] valid_0's poisson: -99.6816
[78] valid_0's poisson: -99.771
[79] valid_0's poisson: -99.8539
[80] valid_0's poisson: -99.9343
[81] valid_0's poisson: -100.015
[82] valid_0's poisson: -100.095
[83] valid_0's poisson: -100.174
[84] valid_0's poisson: -100.251
[85] valid_0's poisson: -100.328
[86] valid_0's poisson: -100.403
[87] valid_0's poisson: -100.478
[88] valid_0's poisson: -100.551
[89] valid_0's poisson: -100.629
[90] valid_0's poisson: -100.7
[91] valid_0's poisson: -100.77
[92] valid_0's poisson: -100.84
[93] valid_0's poisson: -100.909
[94] valid_0's poisson: -100.984
[95] valid_0's poisson: -101.05
[96] valid_0's poisson: -101.116
[97] valid_0's poisson: -101.186
[98] valid_0's poisson: -101.25
[99] valid_0's poisson: -101.317
[100] valid_0's poisson: -101.38
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.4959
[2] valid_0's poisson: -87.8207
[3] valid_0's poisson: -88.1266
[4] valid_0's poisson: -88.4248
[5] valid_0's poisson: -88.7236
[6] valid_0's poisson: -89.0069
[7] valid_0's poisson: -89.2827
[8] valid_0's poisson: -89.5507
[9] valid_0's poisson: -89.8105
[10] valid_0's poisson: -90.0637
[11] valid_0's poisson: -90.3206
[12] valid_0's poisson: -90.5637
[13] valid_0's poisson: -90.8016
[14] valid_0's poisson: -91.034
[15] valid_0's poisson: -91.26
[16] valid_0's poisson: -91.4897
[17] valid_0's poisson: -91.7066
[18] valid_0's poisson: -91.919
[19] valid_0's poisson: -92.1266
[20] valid_0's poisson: -92.329
[21] valid_0's poisson: -92.5272
[22] valid_0's poisson: -92.7303
[23] valid_0's poisson: -92.9217
[24] valid_0's poisson: -93.109
[25] valid_0's poisson: -93.2919
[26] valid_0's poisson: -93.4713
[27] valid_0's poisson: -93.6485
[28] valid_0's poisson: -93.8297
[29] valid_0's poisson: -94.0003
[30] valid_0's poisson: -94.169
[31] valid_0's poisson: -94.3405
[32] valid_0's poisson: -94.5031
[33] valid_0's poisson: -94.6626
[34] valid_0's poisson: -94.8195
[35] valid_0's poisson: -94.9739
[36] valid_0's poisson: -95.1318
[37] valid_0's poisson: -95.2816
[38] valid_0's poisson: -95.4279
[39] valid_0's poisson: -95.5726
[40] valid_0's poisson: -95.714
[41] valid_0's poisson: -95.8541
[42] valid_0's poisson: -95.9978
[43] valid_0's poisson: -96.1328
[44] valid_0's poisson: -96.266
[45] valid_0's poisson: -96.3966
[46] valid_0's poisson: -96.5259
[47] valid_0's poisson: -96.6589
[48] valid_0's poisson: -96.7839
[49] valid_0's poisson: -96.9071
[50] valid_0's poisson: -97.0283
[51] valid_0's poisson: -97.1533
[52] valid_0's poisson: -97.2707
[53] valid_0's poisson: -97.3868
[54] valid_0's poisson: -97.5017
[55] valid_0's poisson: -97.619
[56] valid_0's poisson: -97.7307
[57] valid_0's poisson: -97.8405
[58] valid_0's poisson: -97.9525
[59] valid_0's poisson: -98.0593
[60] valid_0's poisson: -98.1643
[61] valid_0's poisson: -98.2709
[62] valid_0's poisson: -98.3772
[63] valid_0's poisson: -98.4781
[64] valid_0's poisson: -98.5772
[65] valid_0's poisson: -98.676
[66] valid_0's poisson: -98.7773
[67] valid_0's poisson: -98.8723
[68] valid_0's poisson: -98.967
[69] valid_0's poisson: -99.0601
[70] valid_0's poisson: -99.1574
[71] valid_0's poisson: -99.2477
[72] valid_0's poisson: -99.3369
[73] valid_0's poisson: -99.4306
[74] valid_0's poisson: -99.5181
[75] valid_0's poisson: -99.6052
[76] valid_0's poisson: -99.6904
[77] valid_0's poisson: -99.7753
[78] valid_0's poisson: -99.8586
[79] valid_0's poisson: -99.9407
[80] valid_0's poisson: -100.022
[81] valid_0's poisson: -100.102
[82] valid_0's poisson: -100.182
[83] valid_0's poisson: -100.259
[84] valid_0's poisson: -100.335
[85] valid_0's poisson: -100.412
[86] valid_0's poisson: -100.487
[87] valid_0's poisson: -100.562
[88] valid_0's poisson: -100.641
[89] valid_0's poisson: -100.713
[90] valid_0's poisson: -100.784
[91] valid_0's poisson: -100.856
[92] valid_0's poisson: -100.925
[93] valid_0's poisson: -100.994
[94] valid_0's poisson: -101.061
[95] valid_0's poisson: -101.13
[96] valid_0's poisson: -101.195
[97] valid_0's poisson: -101.268
[98] valid_0's poisson: -101.332
[99] valid_0's poisson: -101.396
[100] valid_0's poisson: -101.46
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.4939
[2] valid_0's poisson: -87.8091
[3] valid_0's poisson: -88.1144
[4] valid_0's poisson: -88.4126
[5] valid_0's poisson: -88.7018
[6] valid_0's poisson: -88.9843
[7] valid_0's poisson: -89.2592
[8] valid_0's poisson: -89.5245
[9] valid_0's poisson: -89.7919
[10] valid_0's poisson: -90.0485
[11] valid_0's poisson: -90.2978
[12] valid_0's poisson: -90.5421
[13] valid_0's poisson: -90.7793
[14] valid_0's poisson: -91.0114
[15] valid_0's poisson: -91.2447
[16] valid_0's poisson: -91.4667
[17] valid_0's poisson: -91.6839
[18] valid_0's poisson: -91.8947
[19] valid_0's poisson: -92.109
[20] valid_0's poisson: -92.3139
[21] valid_0's poisson: -92.5132
[22] valid_0's poisson: -92.7087
[23] valid_0's poisson: -92.8993
[24] valid_0's poisson: -93.0923
[25] valid_0's poisson: -93.2765
[26] valid_0's poisson: -93.4573
[27] valid_0's poisson: -93.6336
[28] valid_0's poisson: -93.8128
[29] valid_0's poisson: -93.9839
[30] valid_0's poisson: -94.1516
[31] valid_0's poisson: -94.3158
[32] valid_0's poisson: -94.4826
[33] valid_0's poisson: -94.6434
[34] valid_0's poisson: -94.7988
[35] valid_0's poisson: -94.9528
[36] valid_0's poisson: -95.1087
[37] valid_0's poisson: -95.2567
[38] valid_0's poisson: -95.4046
[39] valid_0's poisson: -95.5472
[40] valid_0's poisson: -95.6931
[41] valid_0's poisson: -95.8334
[42] valid_0's poisson: -95.9716
[43] valid_0's poisson: -96.1066
[44] valid_0's poisson: -96.2438
[45] valid_0's poisson: -96.373
[46] valid_0's poisson: -96.5036
[47] valid_0's poisson: -96.6296
[48] valid_0's poisson: -96.7602
[49] valid_0's poisson: -96.8834
[50] valid_0's poisson: -97.0052
[51] valid_0's poisson: -97.1295
[52] valid_0's poisson: -97.2472
[53] valid_0's poisson: -97.3634
[54] valid_0's poisson: -97.4825
[55] valid_0's poisson: -97.595
[56] valid_0's poisson: -97.7068
[57] valid_0's poisson: -97.821
[58] valid_0's poisson: -97.9317
[59] valid_0's poisson: -98.0391
[60] valid_0's poisson: -98.1449
[61] valid_0's poisson: -98.2524
[62] valid_0's poisson: -98.3552
[63] valid_0's poisson: -98.4561
[64] valid_0's poisson: -98.559
[65] valid_0's poisson: -98.6597
[66] valid_0's poisson: -98.7576
[67] valid_0's poisson: -98.8566
[68] valid_0's poisson: -98.951
[69] valid_0's poisson: -99.0464
[70] valid_0's poisson: -99.1403
[71] valid_0's poisson: -99.2357
[72] valid_0's poisson: -99.3258
[73] valid_0's poisson: -99.4187
[74] valid_0's poisson: -99.5078
[75] valid_0's poisson: -99.5944
[76] valid_0's poisson: -99.6834
[77] valid_0's poisson: -99.7688
[78] valid_0's poisson: -99.8531
[79] valid_0's poisson: -99.9346
[80] valid_0's poisson: -100.02
[81] valid_0's poisson: -100.101
[82] valid_0's poisson: -100.181
[83] valid_0's poisson: -100.259
[84] valid_0's poisson: -100.336
[85] valid_0's poisson: -100.414
[86] valid_0's poisson: -100.489
[87] valid_0's poisson: -100.564
[88] valid_0's poisson: -100.638
[89] valid_0's poisson: -100.711
[90] valid_0's poisson: -100.785
[91] valid_0's poisson: -100.856
[92] valid_0's poisson: -100.927
[93] valid_0's poisson: -100.995
[94] valid_0's poisson: -101.066
[95] valid_0's poisson: -101.133
[96] valid_0's poisson: -101.202
[97] valid_0's poisson: -101.267
[98] valid_0's poisson: -101.333
[99] valid_0's poisson: -101.402
[100] valid_0's poisson: -101.466
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.5015
[2] valid_0's poisson: -87.8171
[3] valid_0's poisson: -88.1241
[4] valid_0's poisson: -88.4241
[5] valid_0's poisson: -88.7157
[6] valid_0's poisson: -88.9988
[7] valid_0's poisson: -89.2751
[8] valid_0's poisson: -89.5522
[9] valid_0's poisson: -89.8156
[10] valid_0's poisson: -90.0698
[11] valid_0's poisson: -90.3198
[12] valid_0's poisson: -90.5637
[13] valid_0's poisson: -90.806
[14] valid_0's poisson: -91.0375
[15] valid_0's poisson: -91.2658
[16] valid_0's poisson: -91.4885
[17] valid_0's poisson: -91.7142
[18] valid_0's poisson: -91.9281
[19] valid_0's poisson: -92.1358
[20] valid_0's poisson: -92.3388
[21] valid_0's poisson: -92.5394
[22] valid_0's poisson: -92.7407
[23] valid_0's poisson: -92.9311
[24] valid_0's poisson: -93.1195
[25] valid_0's poisson: -93.3042
[26] valid_0's poisson: -93.4908
[27] valid_0's poisson: -93.6694
[28] valid_0's poisson: -93.8428
[29] valid_0's poisson: -94.0194
[30] valid_0's poisson: -94.1861
[31] valid_0's poisson: -94.3511
[32] valid_0's poisson: -94.514
[33] valid_0's poisson: -94.6783
[34] valid_0's poisson: -94.8342
[35] valid_0's poisson: -94.9882
[36] valid_0's poisson: -95.14
[37] valid_0's poisson: -95.2934
[38] valid_0's poisson: -95.4412
[39] valid_0's poisson: -95.5872
[40] valid_0's poisson: -95.731
[41] valid_0's poisson: -95.8748
[42] valid_0's poisson: -96.0118
[43] valid_0's poisson: -96.1487
[44] valid_0's poisson: -96.2831
[45] valid_0's poisson: -96.4181
[46] valid_0's poisson: -96.548
[47] valid_0's poisson: -96.676
[48] valid_0's poisson: -96.807
[49] valid_0's poisson: -96.9315
[50] valid_0's poisson: -97.0544
[51] valid_0's poisson: -97.1794
[52] valid_0's poisson: -97.2992
[53] valid_0's poisson: -97.4163
[54] valid_0's poisson: -97.5323
[55] valid_0's poisson: -97.6502
[56] valid_0's poisson: -97.7631
[57] valid_0's poisson: -97.874
[58] valid_0's poisson: -97.9836
[59] valid_0's poisson: -98.096
[60] valid_0's poisson: -98.2031
[61] valid_0's poisson: -98.3082
[62] valid_0's poisson: -98.4109
[63] valid_0's poisson: -98.5121
[64] valid_0's poisson: -98.6154
[65] valid_0's poisson: -98.7157
[66] valid_0's poisson: -98.8131
[67] valid_0's poisson: -98.9121
[68] valid_0's poisson: -99.0067
[69] valid_0's poisson: -99.1
[70] valid_0's poisson: -99.1973
[71] valid_0's poisson: -99.2884
[72] valid_0's poisson: -99.3785
[73] valid_0's poisson: -99.4718
[74] valid_0's poisson: -99.5601
[75] valid_0's poisson: -99.6459
[76] valid_0's poisson: -99.7323
[77] valid_0's poisson: -99.821
[78] valid_0's poisson: -99.9046
[79] valid_0's poisson: -99.9863
[80] valid_0's poisson: -100.072
[81] valid_0's poisson: -100.152
[82] valid_0's poisson: -100.23
[83] valid_0's poisson: -100.313
[84] valid_0's poisson: -100.39
[85] valid_0's poisson: -100.466
[86] valid_0's poisson: -100.542
[87] valid_0's poisson: -100.617
[88] valid_0's poisson: -100.69
[89] valid_0's poisson: -100.763
[90] valid_0's poisson: -100.837
[91] valid_0's poisson: -100.908
[92] valid_0's poisson: -100.979
[93] valid_0's poisson: -101.048
[94] valid_0's poisson: -101.117
[95] valid_0's poisson: -101.185
[96] valid_0's poisson: -101.254
[97] valid_0's poisson: -101.32
[98] valid_0's poisson: -101.386
[99] valid_0's poisson: -101.451
[100] valid_0's poisson: -101.514
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.4847
[2] valid_0's poisson: -87.7962
[3] valid_0's poisson: -88.0986
[4] valid_0's poisson: -88.3925
[5] valid_0's poisson: -88.6783
[6] valid_0's poisson: -88.958
[7] valid_0's poisson: -89.2304
[8] valid_0's poisson: -89.4964
[9] valid_0's poisson: -89.7542
[10] valid_0's poisson: -90.0079
[11] valid_0's poisson: -90.2551
[12] valid_0's poisson: -90.4944
[13] valid_0's poisson: -90.7393
[14] valid_0's poisson: -90.9692
[15] valid_0's poisson: -91.1947
[16] valid_0's poisson: -91.4146
[17] valid_0's poisson: -91.639
[18] valid_0's poisson: -91.8503
[19] valid_0's poisson: -92.0562
[20] valid_0's poisson: -92.2589
[21] valid_0's poisson: -92.457
[22] valid_0's poisson: -92.6595
[23] valid_0's poisson: -92.8493
[24] valid_0's poisson: -93.0354
[25] valid_0's poisson: -93.2178
[26] valid_0's poisson: -93.4049
[27] valid_0's poisson: -93.5813
[28] valid_0's poisson: -93.7536
[29] valid_0's poisson: -93.9307
[30] valid_0's poisson: -94.0979
[31] valid_0's poisson: -94.2618
[32] valid_0's poisson: -94.4223
[33] valid_0's poisson: -94.5817
[34] valid_0's poisson: -94.737
[35] valid_0's poisson: -94.8967
[36] valid_0's poisson: -95.0479
[37] valid_0's poisson: -95.195
[38] valid_0's poisson: -95.3404
[39] valid_0's poisson: -95.4828
[40] valid_0's poisson: -95.6305
[41] valid_0's poisson: -95.7687
[42] valid_0's poisson: -95.9049
[43] valid_0's poisson: -96.0397
[44] valid_0's poisson: -96.1711
[45] valid_0's poisson: -96.3066
[46] valid_0's poisson: -96.435
[47] valid_0's poisson: -96.5611
[48] valid_0's poisson: -96.6869
[49] valid_0's poisson: -96.8154
[50] valid_0's poisson: -96.9373
[51] valid_0's poisson: -97.0562
[52] valid_0's poisson: -97.1746
[53] valid_0's poisson: -97.2963
[54] valid_0's poisson: -97.4119
[55] valid_0's poisson: -97.5255
[56] valid_0's poisson: -97.6361
[57] valid_0's poisson: -97.7514
[58] valid_0's poisson: -97.861
[59] valid_0's poisson: -97.9689
[60] valid_0's poisson: -98.0789
[61] valid_0's poisson: -98.1837
[62] valid_0's poisson: -98.2874
[63] valid_0's poisson: -98.3935
[64] valid_0's poisson: -98.4941
[65] valid_0's poisson: -98.5971
[66] valid_0's poisson: -98.6947
[67] valid_0's poisson: -98.7909
[68] valid_0's poisson: -98.8897
[69] valid_0's poisson: -98.983
[70] valid_0's poisson: -99.0749
[71] valid_0's poisson: -99.1697
[72] valid_0's poisson: -99.259
[73] valid_0's poisson: -99.3481
[74] valid_0's poisson: -99.4394
[75] valid_0's poisson: -99.5263
[76] valid_0's poisson: -99.6119
[77] valid_0's poisson: -99.7016
[78] valid_0's poisson: -99.7858
[79] valid_0's poisson: -99.8695
[80] valid_0's poisson: -99.95
[81] valid_0's poisson: -100.035
[82] valid_0's poisson: -100.115
[83] valid_0's poisson: -100.197
[84] valid_0's poisson: -100.275
[85] valid_0's poisson: -100.352
[86] valid_0's poisson: -100.432
[87] valid_0's poisson: -100.507
[88] valid_0's poisson: -100.585
[89] valid_0's poisson: -100.658
[90] valid_0's poisson: -100.732
[91] valid_0's poisson: -100.804
[92] valid_0's poisson: -100.874
[93] valid_0's poisson: -100.945
[94] valid_0's poisson: -101.014
[95] valid_0's poisson: -101.083
[96] valid_0's poisson: -101.151
[97] valid_0's poisson: -101.218
[98] valid_0's poisson: -101.284
[99] valid_0's poisson: -101.349
[100] valid_0's poisson: -101.414
[CV] END bagging_fraction=0.8, lambda_l1=1, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.4902
[2] valid_0's poisson: -87.7974
[3] valid_0's poisson: -88.0965
[4] valid_0's poisson: -88.3872
[5] valid_0's poisson: -88.6699
[6] valid_0's poisson: -88.9484
[7] valid_0's poisson: -89.2194
[8] valid_0's poisson: -89.4859
[9] valid_0's poisson: -89.7416
[10] valid_0's poisson: -89.9932
[11] valid_0's poisson: -90.2403
[12] valid_0's poisson: -90.4784
[13] valid_0's poisson: -90.7128
[14] valid_0's poisson: -90.9432
[15] valid_0's poisson: -91.1658
[16] valid_0's poisson: -91.3849
[17] valid_0's poisson: -91.6007
[18] valid_0's poisson: -91.8094
[19] valid_0's poisson: -92.0168
[20] valid_0's poisson: -92.2186
[21] valid_0's poisson: -92.4172
[22] valid_0's poisson: -92.6095
[23] valid_0's poisson: -92.7987
[24] valid_0's poisson: -92.9858
[25] valid_0's poisson: -93.1671
[26] valid_0's poisson: -93.3454
[27] valid_0's poisson: -93.5219
[28] valid_0's poisson: -93.6933
[29] valid_0's poisson: -93.8632
[30] valid_0's poisson: -94.0298
[31] valid_0's poisson: -94.1945
[32] valid_0's poisson: -94.3638
[33] valid_0's poisson: -94.5236
[34] valid_0's poisson: -94.6798
[35] valid_0's poisson: -94.8401
[36] valid_0's poisson: -94.9928
[37] valid_0's poisson: -95.1418
[38] valid_0's poisson: -95.288
[39] valid_0's poisson: -95.4387
[40] valid_0's poisson: -95.5794
[41] valid_0's poisson: -95.7186
[42] valid_0's poisson: -95.8621
[43] valid_0's poisson: -95.9978
[44] valid_0's poisson: -96.1306
[45] valid_0's poisson: -96.2677
[46] valid_0's poisson: -96.397
[47] valid_0's poisson: -96.5237
[48] valid_0's poisson: -96.6567
[49] valid_0's poisson: -96.7811
[50] valid_0's poisson: -96.9041
[51] valid_0's poisson: -97.0248
[52] valid_0's poisson: -97.1436
[53] valid_0's poisson: -97.2668
[54] valid_0's poisson: -97.3821
[55] valid_0's poisson: -97.4967
[56] valid_0's poisson: -97.6079
[57] valid_0's poisson: -97.7244
[58] valid_0's poisson: -97.834
[59] valid_0's poisson: -97.9413
[60] valid_0's poisson: -98.0538
[61] valid_0's poisson: -98.159
[62] valid_0's poisson: -98.2614
[63] valid_0's poisson: -98.3643
[64] valid_0's poisson: -98.4688
[65] valid_0's poisson: -98.5668
[66] valid_0's poisson: -98.6682
[67] valid_0's poisson: -98.764
[68] valid_0's poisson: -98.8605
[69] valid_0's poisson: -98.9598
[70] valid_0's poisson: -99.0511
[71] valid_0's poisson: -99.1477
[72] valid_0's poisson: -99.237
[73] valid_0's poisson: -99.3256
[74] valid_0's poisson: -99.4198
[75] valid_0's poisson: -99.5076
[76] valid_0's poisson: -99.598
[77] valid_0's poisson: -99.682
[78] valid_0's poisson: -99.7714
[79] valid_0's poisson: -99.8543
[80] valid_0's poisson: -99.9346
[81] valid_0's poisson: -100.016
[82] valid_0's poisson: -100.095
[83] valid_0's poisson: -100.174
[84] valid_0's poisson: -100.252
[85] valid_0's poisson: -100.328
[86] valid_0's poisson: -100.404
[87] valid_0's poisson: -100.478
[88] valid_0's poisson: -100.551
[89] valid_0's poisson: -100.63
[90] valid_0's poisson: -100.701
[91] valid_0's poisson: -100.77
[92] valid_0's poisson: -100.841
[93] valid_0's poisson: -100.909
[94] valid_0's poisson: -100.983
[95] valid_0's poisson: -101.05
[96] valid_0's poisson: -101.116
[97] valid_0's poisson: -101.185
[98] valid_0's poisson: -101.25
[99] valid_0's poisson: -101.317
[100] valid_0's poisson: -101.38
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.4959
[2] valid_0's poisson: -87.8208
[3] valid_0's poisson: -88.1266
[4] valid_0's poisson: -88.4249
[5] valid_0's poisson: -88.7236
[6] valid_0's poisson: -89.0069
[7] valid_0's poisson: -89.2827
[8] valid_0's poisson: -89.5507
[9] valid_0's poisson: -89.8105
[10] valid_0's poisson: -90.0638
[11] valid_0's poisson: -90.3207
[12] valid_0's poisson: -90.5638
[13] valid_0's poisson: -90.8017
[14] valid_0's poisson: -91.0341
[15] valid_0's poisson: -91.2601
[16] valid_0's poisson: -91.4898
[17] valid_0's poisson: -91.7067
[18] valid_0's poisson: -91.9191
[19] valid_0's poisson: -92.1267
[20] valid_0's poisson: -92.3291
[21] valid_0's poisson: -92.5274
[22] valid_0's poisson: -92.7304
[23] valid_0's poisson: -92.9218
[24] valid_0's poisson: -93.1092
[25] valid_0's poisson: -93.292
[26] valid_0's poisson: -93.4714
[27] valid_0's poisson: -93.6486
[28] valid_0's poisson: -93.8298
[29] valid_0's poisson: -94.0005
[30] valid_0's poisson: -94.1692
[31] valid_0's poisson: -94.3407
[32] valid_0's poisson: -94.5033
[33] valid_0's poisson: -94.6628
[34] valid_0's poisson: -94.8197
[35] valid_0's poisson: -94.9741
[36] valid_0's poisson: -95.132
[37] valid_0's poisson: -95.2818
[38] valid_0's poisson: -95.4281
[39] valid_0's poisson: -95.5728
[40] valid_0's poisson: -95.7142
[41] valid_0's poisson: -95.8543
[42] valid_0's poisson: -95.998
[43] valid_0's poisson: -96.1331
[44] valid_0's poisson: -96.2662
[45] valid_0's poisson: -96.3968
[46] valid_0's poisson: -96.5262
[47] valid_0's poisson: -96.6591
[48] valid_0's poisson: -96.7842
[49] valid_0's poisson: -96.9074
[50] valid_0's poisson: -97.0286
[51] valid_0's poisson: -97.1535
[52] valid_0's poisson: -97.2709
[53] valid_0's poisson: -97.3871
[54] valid_0's poisson: -97.502
[55] valid_0's poisson: -97.6192
[56] valid_0's poisson: -97.731
[57] valid_0's poisson: -97.8408
[58] valid_0's poisson: -97.9527
[59] valid_0's poisson: -98.0596
[60] valid_0's poisson: -98.1646
[61] valid_0's poisson: -98.2712
[62] valid_0's poisson: -98.3774
[63] valid_0's poisson: -98.4784
[64] valid_0's poisson: -98.5775
[65] valid_0's poisson: -98.6763
[66] valid_0's poisson: -98.7776
[67] valid_0's poisson: -98.8726
[68] valid_0's poisson: -98.9673
[69] valid_0's poisson: -99.0604
[70] valid_0's poisson: -99.1577
[71] valid_0's poisson: -99.248
[72] valid_0's poisson: -99.3372
[73] valid_0's poisson: -99.4309
[74] valid_0's poisson: -99.5184
[75] valid_0's poisson: -99.6055
[76] valid_0's poisson: -99.6907
[77] valid_0's poisson: -99.776
[78] valid_0's poisson: -99.8589
[79] valid_0's poisson: -99.9411
[80] valid_0's poisson: -100.023
[81] valid_0's poisson: -100.103
[82] valid_0's poisson: -100.182
[83] valid_0's poisson: -100.259
[84] valid_0's poisson: -100.336
[85] valid_0's poisson: -100.413
[86] valid_0's poisson: -100.487
[87] valid_0's poisson: -100.562
[88] valid_0's poisson: -100.641
[89] valid_0's poisson: -100.713
[90] valid_0's poisson: -100.784
[91] valid_0's poisson: -100.856
[92] valid_0's poisson: -100.925
[93] valid_0's poisson: -100.994
[94] valid_0's poisson: -101.062
[95] valid_0's poisson: -101.129
[96] valid_0's poisson: -101.196
[97] valid_0's poisson: -101.268
[98] valid_0's poisson: -101.332
[99] valid_0's poisson: -101.397
[100] valid_0's poisson: -101.46
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.4939
[2] valid_0's poisson: -87.8091
[3] valid_0's poisson: -88.1144
[4] valid_0's poisson: -88.4126
[5] valid_0's poisson: -88.7018
[6] valid_0's poisson: -88.9843
[7] valid_0's poisson: -89.2592
[8] valid_0's poisson: -89.5245
[9] valid_0's poisson: -89.792
[10] valid_0's poisson: -90.0486
[11] valid_0's poisson: -90.2979
[12] valid_0's poisson: -90.5422
[13] valid_0's poisson: -90.7793
[14] valid_0's poisson: -91.0115
[15] valid_0's poisson: -91.2448
[16] valid_0's poisson: -91.4668
[17] valid_0's poisson: -91.684
[18] valid_0's poisson: -91.8948
[19] valid_0's poisson: -92.1091
[20] valid_0's poisson: -92.3141
[21] valid_0's poisson: -92.5134
[22] valid_0's poisson: -92.7089
[23] valid_0's poisson: -92.8994
[24] valid_0's poisson: -93.0925
[25] valid_0's poisson: -93.2767
[26] valid_0's poisson: -93.4574
[27] valid_0's poisson: -93.6338
[28] valid_0's poisson: -93.8129
[29] valid_0's poisson: -93.9841
[30] valid_0's poisson: -94.1518
[31] valid_0's poisson: -94.3159
[32] valid_0's poisson: -94.4827
[33] valid_0's poisson: -94.6436
[34] valid_0's poisson: -94.799
[35] valid_0's poisson: -94.953
[36] valid_0's poisson: -95.1089
[37] valid_0's poisson: -95.2569
[38] valid_0's poisson: -95.4048
[39] valid_0's poisson: -95.5474
[40] valid_0's poisson: -95.6933
[41] valid_0's poisson: -95.8336
[42] valid_0's poisson: -95.9718
[43] valid_0's poisson: -96.1069
[44] valid_0's poisson: -96.244
[45] valid_0's poisson: -96.3732
[46] valid_0's poisson: -96.5038
[47] valid_0's poisson: -96.6299
[48] valid_0's poisson: -96.7604
[49] valid_0's poisson: -96.8837
[50] valid_0's poisson: -97.0055
[51] valid_0's poisson: -97.1298
[52] valid_0's poisson: -97.2475
[53] valid_0's poisson: -97.3637
[54] valid_0's poisson: -97.4828
[55] valid_0's poisson: -97.5953
[56] valid_0's poisson: -97.7071
[57] valid_0's poisson: -97.8213
[58] valid_0's poisson: -97.932
[59] valid_0's poisson: -98.0394
[60] valid_0's poisson: -98.1452
[61] valid_0's poisson: -98.2527
[62] valid_0's poisson: -98.3554
[63] valid_0's poisson: -98.4564
[64] valid_0's poisson: -98.5591
[65] valid_0's poisson: -98.6598
[66] valid_0's poisson: -98.7576
[67] valid_0's poisson: -98.857
[68] valid_0's poisson: -98.9514
[69] valid_0's poisson: -99.0466
[70] valid_0's poisson: -99.1407
[71] valid_0's poisson: -99.236
[72] valid_0's poisson: -99.3261
[73] valid_0's poisson: -99.4191
[74] valid_0's poisson: -99.5081
[75] valid_0's poisson: -99.5947
[76] valid_0's poisson: -99.6837
[77] valid_0's poisson: -99.7692
[78] valid_0's poisson: -99.8534
[79] valid_0's poisson: -99.9349
[80] valid_0's poisson: -100.02
[81] valid_0's poisson: -100.101
[82] valid_0's poisson: -100.181
[83] valid_0's poisson: -100.259
[84] valid_0's poisson: -100.336
[85] valid_0's poisson: -100.414
[86] valid_0's poisson: -100.489
[87] valid_0's poisson: -100.565
[88] valid_0's poisson: -100.639
[89] valid_0's poisson: -100.711
[90] valid_0's poisson: -100.785
[91] valid_0's poisson: -100.857
[92] valid_0's poisson: -100.927
[93] valid_0's poisson: -100.997
[94] valid_0's poisson: -101.067
[95] valid_0's poisson: -101.134
[96] valid_0's poisson: -101.202
[97] valid_0's poisson: -101.268
[98] valid_0's poisson: -101.333
[99] valid_0's poisson: -101.402
[100] valid_0's poisson: -101.466
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.5015
[2] valid_0's poisson: -87.8171
[3] valid_0's poisson: -88.1241
[4] valid_0's poisson: -88.4241
[5] valid_0's poisson: -88.7157
[6] valid_0's poisson: -88.9989
[7] valid_0's poisson: -89.2752
[8] valid_0's poisson: -89.5522
[9] valid_0's poisson: -89.8157
[10] valid_0's poisson: -90.07
[11] valid_0's poisson: -90.3199
[12] valid_0's poisson: -90.5638
[13] valid_0's poisson: -90.8061
[14] valid_0's poisson: -91.0376
[15] valid_0's poisson: -91.2659
[16] valid_0's poisson: -91.4886
[17] valid_0's poisson: -91.7144
[18] valid_0's poisson: -91.9282
[19] valid_0's poisson: -92.1361
[20] valid_0's poisson: -92.3389
[21] valid_0's poisson: -92.5396
[22] valid_0's poisson: -92.7408
[23] valid_0's poisson: -92.9312
[24] valid_0's poisson: -93.1197
[25] valid_0's poisson: -93.3044
[26] valid_0's poisson: -93.4909
[27] valid_0's poisson: -93.6696
[28] valid_0's poisson: -93.8431
[29] valid_0's poisson: -94.0195
[30] valid_0's poisson: -94.1862
[31] valid_0's poisson: -94.3512
[32] valid_0's poisson: -94.5142
[33] valid_0's poisson: -94.6785
[34] valid_0's poisson: -94.8344
[35] valid_0's poisson: -94.9883
[36] valid_0's poisson: -95.1402
[37] valid_0's poisson: -95.2938
[38] valid_0's poisson: -95.4416
[39] valid_0's poisson: -95.5875
[40] valid_0's poisson: -95.7313
[41] valid_0's poisson: -95.8752
[42] valid_0's poisson: -96.0122
[43] valid_0's poisson: -96.149
[44] valid_0's poisson: -96.2835
[45] valid_0's poisson: -96.4185
[46] valid_0's poisson: -96.5484
[47] valid_0's poisson: -96.6764
[48] valid_0's poisson: -96.8074
[49] valid_0's poisson: -96.9319
[50] valid_0's poisson: -97.0547
[51] valid_0's poisson: -97.1798
[52] valid_0's poisson: -97.2995
[53] valid_0's poisson: -97.4167
[54] valid_0's poisson: -97.5327
[55] valid_0's poisson: -97.6506
[56] valid_0's poisson: -97.7635
[57] valid_0's poisson: -97.8744
[58] valid_0's poisson: -97.984
[59] valid_0's poisson: -98.0964
[60] valid_0's poisson: -98.2035
[61] valid_0's poisson: -98.3086
[62] valid_0's poisson: -98.4113
[63] valid_0's poisson: -98.5125
[64] valid_0's poisson: -98.6158
[65] valid_0's poisson: -98.7161
[66] valid_0's poisson: -98.8135
[67] valid_0's poisson: -98.9125
[68] valid_0's poisson: -99.0071
[69] valid_0's poisson: -99.1004
[70] valid_0's poisson: -99.1977
[71] valid_0's poisson: -99.2889
[72] valid_0's poisson: -99.3789
[73] valid_0's poisson: -99.4722
[74] valid_0's poisson: -99.5606
[75] valid_0's poisson: -99.6463
[76] valid_0's poisson: -99.7328
[77] valid_0's poisson: -99.8215
[78] valid_0's poisson: -99.9051
[79] valid_0's poisson: -99.9867
[80] valid_0's poisson: -100.072
[81] valid_0's poisson: -100.153
[82] valid_0's poisson: -100.231
[83] valid_0's poisson: -100.313
[84] valid_0's poisson: -100.391
[85] valid_0's poisson: -100.467
[86] valid_0's poisson: -100.543
[87] valid_0's poisson: -100.618
[88] valid_0's poisson: -100.692
[89] valid_0's poisson: -100.764
[90] valid_0's poisson: -100.838
[91] valid_0's poisson: -100.91
[92] valid_0's poisson: -100.98
[93] valid_0's poisson: -101.049
[94] valid_0's poisson: -101.118
[95] valid_0's poisson: -101.186
[96] valid_0's poisson: -101.253
[97] valid_0's poisson: -101.32
[98] valid_0's poisson: -101.39
[99] valid_0's poisson: -101.454
[100] valid_0's poisson: -101.518
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.4847
[2] valid_0's poisson: -87.7962
[3] valid_0's poisson: -88.0986
[4] valid_0's poisson: -88.3925
[5] valid_0's poisson: -88.6783
[6] valid_0's poisson: -88.958
[7] valid_0's poisson: -89.2304
[8] valid_0's poisson: -89.4963
[9] valid_0's poisson: -89.7543
[10] valid_0's poisson: -90.008
[11] valid_0's poisson: -90.2552
[12] valid_0's poisson: -90.4944
[13] valid_0's poisson: -90.7394
[14] valid_0's poisson: -90.9693
[15] valid_0's poisson: -91.1948
[16] valid_0's poisson: -91.4147
[17] valid_0's poisson: -91.6391
[18] valid_0's poisson: -91.8504
[19] valid_0's poisson: -92.0564
[20] valid_0's poisson: -92.259
[21] valid_0's poisson: -92.4571
[22] valid_0's poisson: -92.6597
[23] valid_0's poisson: -92.8495
[24] valid_0's poisson: -93.0355
[25] valid_0's poisson: -93.2179
[26] valid_0's poisson: -93.4051
[27] valid_0's poisson: -93.5814
[28] valid_0's poisson: -93.7537
[29] valid_0's poisson: -93.9309
[30] valid_0's poisson: -94.0981
[31] valid_0's poisson: -94.2619
[32] valid_0's poisson: -94.4225
[33] valid_0's poisson: -94.5819
[34] valid_0's poisson: -94.7371
[35] valid_0's poisson: -94.8969
[36] valid_0's poisson: -95.0481
[37] valid_0's poisson: -95.1952
[38] valid_0's poisson: -95.3406
[39] valid_0's poisson: -95.483
[40] valid_0's poisson: -95.6307
[41] valid_0's poisson: -95.7689
[42] valid_0's poisson: -95.9051
[43] valid_0's poisson: -96.0396
[44] valid_0's poisson: -96.1713
[45] valid_0's poisson: -96.3069
[46] valid_0's poisson: -96.4353
[47] valid_0's poisson: -96.5623
[48] valid_0's poisson: -96.688
[49] valid_0's poisson: -96.8166
[50] valid_0's poisson: -96.9385
[51] valid_0's poisson: -97.0574
[52] valid_0's poisson: -97.1757
[53] valid_0's poisson: -97.2975
[54] valid_0's poisson: -97.4131
[55] valid_0's poisson: -97.5267
[56] valid_0's poisson: -97.6373
[57] valid_0's poisson: -97.7525
[58] valid_0's poisson: -97.8622
[59] valid_0's poisson: -97.9702
[60] valid_0's poisson: -98.0801
[61] valid_0's poisson: -98.185
[62] valid_0's poisson: -98.2886
[63] valid_0's poisson: -98.3947
[64] valid_0's poisson: -98.4952
[65] valid_0's poisson: -98.5983
[66] valid_0's poisson: -98.6959
[67] valid_0's poisson: -98.7921
[68] valid_0's poisson: -98.8906
[69] valid_0's poisson: -98.9839
[70] valid_0's poisson: -99.0759
[71] valid_0's poisson: -99.1706
[72] valid_0's poisson: -99.2599
[73] valid_0's poisson: -99.3491
[74] valid_0's poisson: -99.4406
[75] valid_0's poisson: -99.5275
[76] valid_0's poisson: -99.6131
[77] valid_0's poisson: -99.7027
[78] valid_0's poisson: -99.787
[79] valid_0's poisson: -99.8706
[80] valid_0's poisson: -99.9511
[81] valid_0's poisson: -100.036
[82] valid_0's poisson: -100.116
[83] valid_0's poisson: -100.199
[84] valid_0's poisson: -100.277
[85] valid_0's poisson: -100.353
[86] valid_0's poisson: -100.433
[87] valid_0's poisson: -100.507
[88] valid_0's poisson: -100.586
[89] valid_0's poisson: -100.659
[90] valid_0's poisson: -100.733
[91] valid_0's poisson: -100.805
[92] valid_0's poisson: -100.875
[93] valid_0's poisson: -100.946
[94] valid_0's poisson: -101.016
[95] valid_0's poisson: -101.084
[96] valid_0's poisson: -101.152
[97] valid_0's poisson: -101.219
[98] valid_0's poisson: -101.286
[99] valid_0's poisson: -101.35
[100] valid_0's poisson: -101.415
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.4402
[2] valid_0's poisson: -87.7002
[3] valid_0's poisson: -87.9535
[4] valid_0's poisson: -88.2008
[5] valid_0's poisson: -88.442
[6] valid_0's poisson: -88.6776
[7] valid_0's poisson: -88.9097
[8] valid_0's poisson: -89.1347
[9] valid_0's poisson: -89.3564
[10] valid_0's poisson: -89.5715
[11] valid_0's poisson: -89.7819
[12] valid_0's poisson: -89.9894
[13] valid_0's poisson: -90.191
[14] valid_0's poisson: -90.3883
[15] valid_0's poisson: -90.5831
[16] valid_0's poisson: -90.7725
[17] valid_0's poisson: -90.9594
[18] valid_0's poisson: -91.1449
[19] valid_0's poisson: -91.3237
[20] valid_0's poisson: -91.5021
[21] valid_0's poisson: -91.6744
[22] valid_0's poisson: -91.8434
[23] valid_0's poisson: -92.0123
[24] valid_0's poisson: -92.1753
[25] valid_0's poisson: -92.3382
[26] valid_0's poisson: -92.4965
[27] valid_0's poisson: -92.651
[28] valid_0's poisson: -92.8054
[29] valid_0's poisson: -92.9564
[30] valid_0's poisson: -93.1056
[31] valid_0's poisson: -93.2517
[32] valid_0's poisson: -93.3958
[33] valid_0's poisson: -93.5356
[34] valid_0's poisson: -93.6745
[35] valid_0's poisson: -93.8118
[36] valid_0's poisson: -93.9463
[37] valid_0's poisson: -94.0791
[38] valid_0's poisson: -94.2102
[39] valid_0's poisson: -94.3377
[40] valid_0's poisson: -94.4644
[41] valid_0's poisson: -94.5896
[42] valid_0's poisson: -94.7127
[43] valid_0's poisson: -94.8336
[44] valid_0's poisson: -94.9577
[45] valid_0's poisson: -95.0756
[46] valid_0's poisson: -95.1966
[47] valid_0's poisson: -95.3158
[48] valid_0's poisson: -95.4331
[49] valid_0's poisson: -95.5456
[50] valid_0's poisson: -95.6654
[51] valid_0's poisson: -95.775
[52] valid_0's poisson: -95.8917
[53] valid_0's poisson: -95.9985
[54] valid_0's poisson: -96.1075
[55] valid_0's poisson: -96.2261
[56] valid_0's poisson: -96.3323
[57] valid_0's poisson: -96.44
[58] valid_0's poisson: -96.5404
[59] valid_0's poisson: -96.6531
[60] valid_0's poisson: -96.7541
[61] valid_0's poisson: -96.8596
[62] valid_0's poisson: -96.9552
[63] valid_0's poisson: -97.0498
[64] valid_0's poisson: -97.1561
[65] valid_0's poisson: -97.2511
[66] valid_0's poisson: -97.3546
[67] valid_0's poisson: -97.4478
[68] valid_0's poisson: -97.537
[69] valid_0's poisson: -97.6367
[70] valid_0's poisson: -97.7264
[71] valid_0's poisson: -97.8195
[72] valid_0's poisson: -97.9039
[73] valid_0's poisson: -97.9871
[74] valid_0's poisson: -98.0692
[75] valid_0's poisson: -98.1526
[76] valid_0's poisson: -98.2451
[77] valid_0's poisson: -98.3242
[78] valid_0's poisson: -98.4044
[79] valid_0's poisson: -98.4816
[80] valid_0's poisson: -98.5599
[81] valid_0's poisson: -98.6479
[82] valid_0's poisson: -98.7262
[83] valid_0's poisson: -98.8032
[84] valid_0's poisson: -98.8762
[85] valid_0's poisson: -98.9481
[86] valid_0's poisson: -99.0218
[87] valid_0's poisson: -99.1047
[88] valid_0's poisson: -99.1779
[89] valid_0's poisson: -99.2492
[90] valid_0's poisson: -99.319
[91] valid_0's poisson: -99.3988
[92] valid_0's poisson: -99.4682
[93] valid_0's poisson: -99.5375
[94] valid_0's poisson: -99.6026
[95] valid_0's poisson: -99.6709
[96] valid_0's poisson: -99.7368
[97] valid_0's poisson: -99.8124
[98] valid_0's poisson: -99.8774
[99] valid_0's poisson: -99.9392
[100] valid_0's poisson: -100.002
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.44
[2] valid_0's poisson: -87.7104
[3] valid_0's poisson: -87.9695
[4] valid_0's poisson: -88.2221
[5] valid_0's poisson: -88.4685
[6] valid_0's poisson: -88.7088
[7] valid_0's poisson: -88.9434
[8] valid_0's poisson: -89.172
[9] valid_0's poisson: -89.3954
[10] valid_0's poisson: -89.6143
[11] valid_0's poisson: -89.8278
[12] valid_0's poisson: -90.0365
[13] valid_0's poisson: -90.2412
[14] valid_0's poisson: -90.4458
[15] valid_0's poisson: -90.6416
[16] valid_0's poisson: -90.8334
[17] valid_0's poisson: -91.0216
[18] valid_0's poisson: -91.2058
[19] valid_0's poisson: -91.3861
[20] valid_0's poisson: -91.5633
[21] valid_0's poisson: -91.7388
[22] valid_0's poisson: -91.9092
[23] valid_0's poisson: -92.0817
[24] valid_0's poisson: -92.246
[25] valid_0's poisson: -92.4075
[26] valid_0's poisson: -92.5676
[27] valid_0's poisson: -92.7233
[28] valid_0's poisson: -92.8779
[29] valid_0's poisson: -93.0297
[30] valid_0's poisson: -93.182
[31] valid_0's poisson: -93.3288
[32] valid_0's poisson: -93.4725
[33] valid_0's poisson: -93.6144
[34] valid_0's poisson: -93.754
[35] valid_0's poisson: -93.8942
[36] valid_0's poisson: -94.0293
[37] valid_0's poisson: -94.1621
[38] valid_0's poisson: -94.2929
[39] valid_0's poisson: -94.4252
[40] valid_0's poisson: -94.552
[41] valid_0's poisson: -94.6766
[42] valid_0's poisson: -94.7992
[43] valid_0's poisson: -94.93
[44] valid_0's poisson: -95.0493
[45] valid_0's poisson: -95.1716
[46] valid_0's poisson: -95.2986
[47] valid_0's poisson: -95.4148
[48] valid_0's poisson: -95.5283
[49] valid_0's poisson: -95.6494
[50] valid_0's poisson: -95.761
[51] valid_0's poisson: -95.8746
[52] valid_0's poisson: -95.9917
[53] valid_0's poisson: -96.0991
[54] valid_0's poisson: -96.2049
[55] valid_0's poisson: -96.3092
[56] valid_0's poisson: -96.4217
[57] valid_0's poisson: -96.5233
[58] valid_0's poisson: -96.6235
[59] valid_0's poisson: -96.7307
[60] valid_0's poisson: -96.8283
[61] valid_0's poisson: -96.9244
[62] valid_0's poisson: -97.0336
[63] valid_0's poisson: -97.1316
[64] valid_0's poisson: -97.2327
[65] valid_0's poisson: -97.327
[66] valid_0's poisson: -97.4165
[67] valid_0's poisson: -97.5087
[68] valid_0's poisson: -97.5959
[69] valid_0's poisson: -97.6843
[70] valid_0's poisson: -97.7694
[71] valid_0's poisson: -97.8688
[72] valid_0's poisson: -97.9557
[73] valid_0's poisson: -98.0378
[74] valid_0's poisson: -98.1227
[75] valid_0's poisson: -98.2067
[76] valid_0's poisson: -98.2859
[77] valid_0's poisson: -98.3668
[78] valid_0's poisson: -98.4476
[79] valid_0's poisson: -98.5394
[80] valid_0's poisson: -98.619
[81] valid_0's poisson: -98.6971
[82] valid_0's poisson: -98.7861
[83] valid_0's poisson: -98.8631
[84] valid_0's poisson: -98.9355
[85] valid_0's poisson: -99.0108
[86] valid_0's poisson: -99.0852
[87] valid_0's poisson: -99.1576
[88] valid_0's poisson: -99.2267
[89] valid_0's poisson: -99.3099
[90] valid_0's poisson: -99.3804
[91] valid_0's poisson: -99.4504
[92] valid_0's poisson: -99.5201
[93] valid_0's poisson: -99.5856
[94] valid_0's poisson: -99.6527
[95] valid_0's poisson: -99.7313
[96] valid_0's poisson: -99.7973
[97] valid_0's poisson: -99.863
[98] valid_0's poisson: -99.9275
[99] valid_0's poisson: -99.9916
[100] valid_0's poisson: -100.066
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.4434
[2] valid_0's poisson: -87.7099
[3] valid_0's poisson: -87.9699
[4] valid_0's poisson: -88.2229
[5] valid_0's poisson: -88.4688
[6] valid_0's poisson: -88.7088
[7] valid_0's poisson: -88.943
[8] valid_0's poisson: -89.1716
[9] valid_0's poisson: -89.3961
[10] valid_0's poisson: -89.6151
[11] valid_0's poisson: -89.8298
[12] valid_0's poisson: -90.0398
[13] valid_0's poisson: -90.2465
[14] valid_0's poisson: -90.448
[15] valid_0's poisson: -90.6454
[16] valid_0's poisson: -90.8386
[17] valid_0's poisson: -91.0284
[18] valid_0's poisson: -91.2142
[19] valid_0's poisson: -91.3965
[20] valid_0's poisson: -91.5761
[21] valid_0's poisson: -91.7515
[22] valid_0's poisson: -91.9236
[23] valid_0's poisson: -92.0926
[24] valid_0's poisson: -92.2583
[25] valid_0's poisson: -92.4212
[26] valid_0's poisson: -92.5811
[27] valid_0's poisson: -92.7381
[28] valid_0's poisson: -92.8925
[29] valid_0's poisson: -93.0473
[30] valid_0's poisson: -93.1966
[31] valid_0's poisson: -93.3432
[32] valid_0's poisson: -93.4872
[33] valid_0's poisson: -93.629
[34] valid_0's poisson: -93.7681
[35] valid_0's poisson: -93.9102
[36] valid_0's poisson: -94.0452
[37] valid_0's poisson: -94.1779
[38] valid_0's poisson: -94.3086
[39] valid_0's poisson: -94.4369
[40] valid_0's poisson: -94.5689
[41] valid_0's poisson: -94.6936
[42] valid_0's poisson: -94.8163
[43] valid_0's poisson: -94.9425
[44] valid_0's poisson: -95.064
[45] valid_0's poisson: -95.1834
[46] valid_0's poisson: -95.3009
[47] valid_0's poisson: -95.4286
[48] valid_0's poisson: -95.5474
[49] valid_0's poisson: -95.6716
[50] valid_0's poisson: -95.788
[51] valid_0's poisson: -95.8983
[52] valid_0's poisson: -96.0175
[53] valid_0's poisson: -96.1261
[54] valid_0's poisson: -96.2361
[55] valid_0's poisson: -96.3511
[56] valid_0's poisson: -96.4581
[57] valid_0's poisson: -96.567
[58] valid_0's poisson: -96.6684
[59] valid_0's poisson: -96.7683
[60] valid_0's poisson: -96.8765
[61] valid_0's poisson: -96.9774
[62] valid_0's poisson: -97.0828
[63] valid_0's poisson: -97.1777
[64] valid_0's poisson: -97.2756
[65] valid_0's poisson: -97.3768
[66] valid_0's poisson: -97.4696
[67] valid_0's poisson: -97.5603
[68] valid_0's poisson: -97.6585
[69] valid_0's poisson: -97.7503
[70] valid_0's poisson: -97.8377
[71] valid_0's poisson: -97.9246
[72] valid_0's poisson: -98.0085
[73] valid_0's poisson: -98.0935
[74] valid_0's poisson: -98.1862
[75] valid_0's poisson: -98.2705
[76] valid_0's poisson: -98.3505
[77] valid_0's poisson: -98.4316
[78] valid_0's poisson: -98.5204
[79] valid_0's poisson: -98.5976
[80] valid_0's poisson: -98.6772
[81] valid_0's poisson: -98.7528
[82] valid_0's poisson: -98.8292
[83] valid_0's poisson: -98.9134
[84] valid_0's poisson: -98.9905
[85] valid_0's poisson: -99.0675
[86] valid_0's poisson: -99.1414
[87] valid_0's poisson: -99.2119
[88] valid_0's poisson: -99.2856
[89] valid_0's poisson: -99.3546
[90] valid_0's poisson: -99.4239
[91] valid_0's poisson: -99.5017
[92] valid_0's poisson: -99.5712
[93] valid_0's poisson: -99.6412
[94] valid_0's poisson: -99.7085
[95] valid_0's poisson: -99.7833
[96] valid_0's poisson: -99.8511
[97] valid_0's poisson: -99.9143
[98] valid_0's poisson: -99.9781
[99] valid_0's poisson: -100.05
[100] valid_0's poisson: -100.115
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.4475
[2] valid_0's poisson: -87.7119
[3] valid_0's poisson: -87.9699
[4] valid_0's poisson: -88.2212
[5] valid_0's poisson: -88.4623
[6] valid_0's poisson: -88.7023
[7] valid_0's poisson: -88.9357
[8] valid_0's poisson: -89.1611
[9] valid_0's poisson: -89.3846
[10] valid_0's poisson: -89.6029
[11] valid_0's poisson: -89.8143
[12] valid_0's poisson: -90.0247
[13] valid_0's poisson: -90.2298
[14] valid_0's poisson: -90.4285
[15] valid_0's poisson: -90.6255
[16] valid_0's poisson: -90.8183
[17] valid_0's poisson: -91.0099
[18] valid_0's poisson: -91.1954
[19] valid_0's poisson: -91.3756
[20] valid_0's poisson: -91.5542
[21] valid_0's poisson: -91.7293
[22] valid_0's poisson: -91.8997
[23] valid_0's poisson: -92.0685
[24] valid_0's poisson: -92.2351
[25] valid_0's poisson: -92.3963
[26] valid_0's poisson: -92.5584
[27] valid_0's poisson: -92.7157
[28] valid_0's poisson: -92.8701
[29] valid_0's poisson: -93.0216
[30] valid_0's poisson: -93.1695
[31] valid_0's poisson: -93.3159
[32] valid_0's poisson: -93.4587
[33] valid_0's poisson: -93.6004
[34] valid_0's poisson: -93.7438
[35] valid_0's poisson: -93.8811
[36] valid_0's poisson: -94.0166
[37] valid_0's poisson: -94.1496
[38] valid_0's poisson: -94.2847
[39] valid_0's poisson: -94.4162
[40] valid_0's poisson: -94.5455
[41] valid_0's poisson: -94.6725
[42] valid_0's poisson: -94.8038
[43] valid_0's poisson: -94.9275
[44] valid_0's poisson: -95.0492
[45] valid_0's poisson: -95.1689
[46] valid_0's poisson: -95.294
[47] valid_0's poisson: -95.4106
[48] valid_0's poisson: -95.529
[49] valid_0's poisson: -95.6516
[50] valid_0's poisson: -95.7638
[51] valid_0's poisson: -95.8742
[52] valid_0's poisson: -95.9903
[53] valid_0's poisson: -96.0982
[54] valid_0's poisson: -96.2044
[55] valid_0's poisson: -96.3165
[56] valid_0's poisson: -96.42
[57] valid_0's poisson: -96.522
[58] valid_0's poisson: -96.6352
[59] valid_0's poisson: -96.7383
[60] valid_0's poisson: -96.844
[61] valid_0's poisson: -96.9412
[62] valid_0's poisson: -97.0406
[63] valid_0's poisson: -97.1474
[64] valid_0's poisson: -97.2451
[65] valid_0's poisson: -97.3461
[66] valid_0's poisson: -97.4412
[67] valid_0's poisson: -97.5394
[68] valid_0's poisson: -97.6294
[69] valid_0's poisson: -97.7182
[70] valid_0's poisson: -97.8168
[71] valid_0's poisson: -97.9031
[72] valid_0's poisson: -97.9885
[73] valid_0's poisson: -98.0736
[74] valid_0's poisson: -98.1685
[75] valid_0's poisson: -98.2499
[76] valid_0's poisson: -98.3337
[77] valid_0's poisson: -98.4244
[78] valid_0's poisson: -98.503
[79] valid_0's poisson: -98.5803
[80] valid_0's poisson: -98.659
[81] valid_0's poisson: -98.7382
[82] valid_0's poisson: -98.8252
[83] valid_0's poisson: -98.9026
[84] valid_0's poisson: -98.9756
[85] valid_0's poisson: -99.0507
[86] valid_0's poisson: -99.1255
[87] valid_0's poisson: -99.1979
[88] valid_0's poisson: -99.2793
[89] valid_0's poisson: -99.3517
[90] valid_0's poisson: -99.4236
[91] valid_0's poisson: -99.4913
[92] valid_0's poisson: -99.5598
[93] valid_0's poisson: -99.629
[94] valid_0's poisson: -99.6944
[95] valid_0's poisson: -99.7715
[96] valid_0's poisson: -99.8386
[97] valid_0's poisson: -99.906
[98] valid_0's poisson: -99.9686
[99] valid_0's poisson: -100.032
[100] valid_0's poisson: -100.095
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.4328
[2] valid_0's poisson: -87.6951
[3] valid_0's poisson: -87.9508
[4] valid_0's poisson: -88.2001
[5] valid_0's poisson: -88.4434
[6] valid_0's poisson: -88.6809
[7] valid_0's poisson: -88.9127
[8] valid_0's poisson: -89.1398
[9] valid_0's poisson: -89.361
[10] valid_0's poisson: -89.5774
[11] valid_0's poisson: -89.7888
[12] valid_0's poisson: -89.9956
[13] valid_0's poisson: -90.1989
[14] valid_0's poisson: -90.3971
[15] valid_0's poisson: -90.5911
[16] valid_0's poisson: -90.781
[17] valid_0's poisson: -90.9682
[18] valid_0's poisson: -91.1507
[19] valid_0's poisson: -91.3324
[20] valid_0's poisson: -91.5081
[21] valid_0's poisson: -91.6813
[22] valid_0's poisson: -91.8532
[23] valid_0's poisson: -92.0193
[24] valid_0's poisson: -92.185
[25] valid_0's poisson: -92.3455
[26] valid_0's poisson: -92.5052
[27] valid_0's poisson: -92.6601
[28] valid_0's poisson: -92.8131
[29] valid_0's poisson: -92.9648
[30] valid_0's poisson: -93.112
[31] valid_0's poisson: -93.2586
[32] valid_0's poisson: -93.4008
[33] valid_0's poisson: -93.5406
[34] valid_0's poisson: -93.6861
[35] valid_0's poisson: -93.8222
[36] valid_0's poisson: -93.9554
[37] valid_0's poisson: -94.0885
[38] valid_0's poisson: -94.2181
[39] valid_0's poisson: -94.3468
[40] valid_0's poisson: -94.4724
[41] valid_0's poisson: -94.6076
[42] valid_0's poisson: -94.7317
[43] valid_0's poisson: -94.8516
[44] valid_0's poisson: -94.9718
[45] valid_0's poisson: -95.0931
[46] valid_0's poisson: -95.2199
[47] valid_0's poisson: -95.335
[48] valid_0's poisson: -95.4474
[49] valid_0's poisson: -95.5696
[50] valid_0's poisson: -95.6801
[51] valid_0's poisson: -95.7927
[52] valid_0's poisson: -95.9101
[53] valid_0's poisson: -96.018
[54] valid_0's poisson: -96.1243
[55] valid_0's poisson: -96.2437
[56] valid_0's poisson: -96.347
[57] valid_0's poisson: -96.448
[58] valid_0's poisson: -96.5484
[59] valid_0's poisson: -96.662
[60] valid_0's poisson: -96.7638
[61] valid_0's poisson: -96.8743
[62] valid_0's poisson: -96.9699
[63] valid_0's poisson: -97.0775
[64] valid_0's poisson: -97.1754
[65] valid_0's poisson: -97.2768
[66] valid_0's poisson: -97.3679
[67] valid_0's poisson: -97.4596
[68] valid_0's poisson: -97.5612
[69] valid_0's poisson: -97.6527
[70] valid_0's poisson: -97.7482
[71] valid_0's poisson: -97.8342
[72] valid_0's poisson: -97.9207
[73] valid_0's poisson: -98.0166
[74] valid_0's poisson: -98.1028
[75] valid_0's poisson: -98.1927
[76] valid_0's poisson: -98.2738
[77] valid_0's poisson: -98.3538
[78] valid_0's poisson: -98.4367
[79] valid_0's poisson: -98.5165
[80] valid_0's poisson: -98.5931
[81] valid_0's poisson: -98.6849
[82] valid_0's poisson: -98.7628
[83] valid_0's poisson: -98.8368
[84] valid_0's poisson: -98.9122
[85] valid_0's poisson: -99.0002
[86] valid_0's poisson: -99.0758
[87] valid_0's poisson: -99.1509
[88] valid_0's poisson: -99.2238
[89] valid_0's poisson: -99.293
[90] valid_0's poisson: -99.3633
[91] valid_0's poisson: -99.4345
[92] valid_0's poisson: -99.5039
[93] valid_0's poisson: -99.5829
[94] valid_0's poisson: -99.6483
[95] valid_0's poisson: -99.7144
[96] valid_0's poisson: -99.7821
[97] valid_0's poisson: -99.8454
[98] valid_0's poisson: -99.9114
[99] valid_0's poisson: -99.9759
[100] valid_0's poisson: -100.053
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5446
[2] valid_0's poisson: -89.7498
[3] valid_0's poisson: -90.852
[4] valid_0's poisson: -91.8346
[5] valid_0's poisson: -92.7292
[6] valid_0's poisson: -93.5529
[7] valid_0's poisson: -94.3189
[8] valid_0's poisson: -95.0271
[9] valid_0's poisson: -95.6906
[10] valid_0's poisson: -96.3062
[11] valid_0's poisson: -96.8788
[12] valid_0's poisson: -97.4223
[13] valid_0's poisson: -97.9317
[14] valid_0's poisson: -98.4058
[15] valid_0's poisson: -98.8539
[16] valid_0's poisson: -99.2761
[17] valid_0's poisson: -99.676
[18] valid_0's poisson: -100.056
[19] valid_0's poisson: -100.41
[20] valid_0's poisson: -100.751
[21] valid_0's poisson: -101.069
[22] valid_0's poisson: -101.37
[23] valid_0's poisson: -101.657
[24] valid_0's poisson: -101.934
[25] valid_0's poisson: -102.198
[26] valid_0's poisson: -102.447
[27] valid_0's poisson: -102.695
[28] valid_0's poisson: -102.926
[29] valid_0's poisson: -103.141
[30] valid_0's poisson: -103.349
[31] valid_0's poisson: -103.557
[32] valid_0's poisson: -103.756
[33] valid_0's poisson: -103.945
[34] valid_0's poisson: -104.121
[35] valid_0's poisson: -104.295
[36] valid_0's poisson: -104.461
[37] valid_0's poisson: -104.618
[38] valid_0's poisson: -104.763
[39] valid_0's poisson: -104.915
[40] valid_0's poisson: -105.057
[41] valid_0's poisson: -105.193
[42] valid_0's poisson: -105.321
[43] valid_0's poisson: -105.446
[44] valid_0's poisson: -105.571
[45] valid_0's poisson: -105.704
[46] valid_0's poisson: -105.812
[47] valid_0's poisson: -105.922
[48] valid_0's poisson: -106.019
[49] valid_0's poisson: -106.12
[50] valid_0's poisson: -106.229
[51] valid_0's poisson: -106.322
[52] valid_0's poisson: -106.423
[53] valid_0's poisson: -106.512
[54] valid_0's poisson: -106.595
[55] valid_0's poisson: -106.674
[56] valid_0's poisson: -106.752
[57] valid_0's poisson: -106.826
[58] valid_0's poisson: -106.896
[59] valid_0's poisson: -106.965
[60] valid_0's poisson: -107.033
[61] valid_0's poisson: -107.098
[62] valid_0's poisson: -107.159
[63] valid_0's poisson: -107.219
[64] valid_0's poisson: -107.28
[65] valid_0's poisson: -107.341
[66] valid_0's poisson: -107.395
[67] valid_0's poisson: -107.452
[68] valid_0's poisson: -107.506
[69] valid_0's poisson: -107.554
[70] valid_0's poisson: -107.605
[71] valid_0's poisson: -107.654
[72] valid_0's poisson: -107.701
[73] valid_0's poisson: -107.745
[74] valid_0's poisson: -107.788
[75] valid_0's poisson: -107.827
[76] valid_0's poisson: -107.866
[77] valid_0's poisson: -107.904
[78] valid_0's poisson: -107.94
[79] valid_0's poisson: -107.981
[80] valid_0's poisson: -108.015
[81] valid_0's poisson: -108.047
[82] valid_0's poisson: -108.08
[83] valid_0's poisson: -108.11
[84] valid_0's poisson: -108.139
[85] valid_0's poisson: -108.166
[86] valid_0's poisson: -108.196
[87] valid_0's poisson: -108.227
[88] valid_0's poisson: -108.251
[89] valid_0's poisson: -108.274
[90] valid_0's poisson: -108.296
[91] valid_0's poisson: -108.318
[92] valid_0's poisson: -108.338
[93] valid_0's poisson: -108.36
[94] valid_0's poisson: -108.382
[95] valid_0's poisson: -108.405
[96] valid_0's poisson: -108.431
[97] valid_0's poisson: -108.454
[98] valid_0's poisson: -108.475
[99] valid_0's poisson: -108.494
[100] valid_0's poisson: -108.513
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5596
[2] valid_0's poisson: -89.8188
[3] valid_0's poisson: -90.9292
[4] valid_0's poisson: -91.9344
[5] valid_0's poisson: -92.8504
[6] valid_0's poisson: -93.6829
[7] valid_0's poisson: -94.4544
[8] valid_0's poisson: -95.1579
[9] valid_0's poisson: -95.8207
[10] valid_0's poisson: -96.4369
[11] valid_0's poisson: -97.0156
[12] valid_0's poisson: -97.5512
[13] valid_0's poisson: -98.0585
[14] valid_0's poisson: -98.5318
[15] valid_0's poisson: -98.9798
[16] valid_0's poisson: -99.4076
[17] valid_0's poisson: -99.802
[18] valid_0's poisson: -100.175
[19] valid_0's poisson: -100.533
[20] valid_0's poisson: -100.863
[21] valid_0's poisson: -101.175
[22] valid_0's poisson: -101.473
[23] valid_0's poisson: -101.763
[24] valid_0's poisson: -102.044
[25] valid_0's poisson: -102.298
[26] valid_0's poisson: -102.55
[27] valid_0's poisson: -102.783
[28] valid_0's poisson: -103.011
[29] valid_0's poisson: -103.227
[30] valid_0's poisson: -103.442
[31] valid_0's poisson: -103.647
[32] valid_0's poisson: -103.841
[33] valid_0's poisson: -104.028
[34] valid_0's poisson: -104.207
[35] valid_0's poisson: -104.376
[36] valid_0's poisson: -104.54
[37] valid_0's poisson: -104.691
[38] valid_0's poisson: -104.845
[39] valid_0's poisson: -104.989
[40] valid_0's poisson: -105.127
[41] valid_0's poisson: -105.26
[42] valid_0's poisson: -105.392
[43] valid_0's poisson: -105.517
[44] valid_0's poisson: -105.637
[45] valid_0's poisson: -105.753
[46] valid_0's poisson: -105.862
[47] valid_0's poisson: -105.968
[48] valid_0's poisson: -106.071
[49] valid_0's poisson: -106.185
[50] valid_0's poisson: -106.278
[51] valid_0's poisson: -106.372
[52] valid_0's poisson: -106.455
[53] valid_0's poisson: -106.553
[54] valid_0's poisson: -106.633
[55] valid_0's poisson: -106.723
[56] valid_0's poisson: -106.801
[57] valid_0's poisson: -106.875
[58] valid_0's poisson: -106.943
[59] valid_0's poisson: -107.011
[60] valid_0's poisson: -107.074
[61] valid_0's poisson: -107.137
[62] valid_0's poisson: -107.201
[63] valid_0's poisson: -107.263
[64] valid_0's poisson: -107.32
[65] valid_0's poisson: -107.376
[66] valid_0's poisson: -107.435
[67] valid_0's poisson: -107.483
[68] valid_0's poisson: -107.54
[69] valid_0's poisson: -107.59
[70] valid_0's poisson: -107.637
[71] valid_0's poisson: -107.685
[72] valid_0's poisson: -107.724
[73] valid_0's poisson: -107.771
[74] valid_0's poisson: -107.814
[75] valid_0's poisson: -107.854
[76] valid_0's poisson: -107.895
[77] valid_0's poisson: -107.931
[78] valid_0's poisson: -107.966
[79] valid_0's poisson: -108.007
[80] valid_0's poisson: -108.038
[81] valid_0's poisson: -108.07
[82] valid_0's poisson: -108.104
[83] valid_0's poisson: -108.136
[84] valid_0's poisson: -108.164
[85] valid_0's poisson: -108.194
[86] valid_0's poisson: -108.224
[87] valid_0's poisson: -108.249
[88] valid_0's poisson: -108.279
[89] valid_0's poisson: -108.305
[90] valid_0's poisson: -108.33
[91] valid_0's poisson: -108.351
[92] valid_0's poisson: -108.371
[93] valid_0's poisson: -108.394
[94] valid_0's poisson: -108.412
[95] valid_0's poisson: -108.432
[96] valid_0's poisson: -108.451
[97] valid_0's poisson: -108.474
[98] valid_0's poisson: -108.49
[99] valid_0's poisson: -108.51
[100] valid_0's poisson: -108.531
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5686
[2] valid_0's poisson: -89.7887
[3] valid_0's poisson: -90.8872
[4] valid_0's poisson: -91.8907
[5] valid_0's poisson: -92.7964
[6] valid_0's poisson: -93.6253
[7] valid_0's poisson: -94.3965
[8] valid_0's poisson: -95.1065
[9] valid_0's poisson: -95.7666
[10] valid_0's poisson: -96.3854
[11] valid_0's poisson: -96.9557
[12] valid_0's poisson: -97.5073
[13] valid_0's poisson: -98.0133
[14] valid_0's poisson: -98.4901
[15] valid_0's poisson: -98.9385
[16] valid_0's poisson: -99.3618
[17] valid_0's poisson: -99.7615
[18] valid_0's poisson: -100.143
[19] valid_0's poisson: -100.498
[20] valid_0's poisson: -100.831
[21] valid_0's poisson: -101.148
[22] valid_0's poisson: -101.447
[23] valid_0's poisson: -101.741
[24] valid_0's poisson: -102.013
[25] valid_0's poisson: -102.277
[26] valid_0's poisson: -102.523
[27] valid_0's poisson: -102.761
[28] valid_0's poisson: -102.987
[29] valid_0's poisson: -103.212
[30] valid_0's poisson: -103.43
[31] valid_0's poisson: -103.63
[32] valid_0's poisson: -103.827
[33] valid_0's poisson: -104.018
[34] valid_0's poisson: -104.201
[35] valid_0's poisson: -104.373
[36] valid_0's poisson: -104.54
[37] valid_0's poisson: -104.701
[38] valid_0's poisson: -104.855
[39] valid_0's poisson: -105.002
[40] valid_0's poisson: -105.139
[41] valid_0's poisson: -105.274
[42] valid_0's poisson: -105.398
[43] valid_0's poisson: -105.522
[44] valid_0's poisson: -105.641
[45] valid_0's poisson: -105.773
[46] valid_0's poisson: -105.885
[47] valid_0's poisson: -105.993
[48] valid_0's poisson: -106.092
[49] valid_0's poisson: -106.191
[50] valid_0's poisson: -106.287
[51] valid_0's poisson: -106.384
[52] valid_0's poisson: -106.473
[53] valid_0's poisson: -106.56
[54] valid_0's poisson: -106.644
[55] valid_0's poisson: -106.727
[56] valid_0's poisson: -106.798
[57] valid_0's poisson: -106.873
[58] valid_0's poisson: -106.946
[59] valid_0's poisson: -107.017
[60] valid_0's poisson: -107.081
[61] valid_0's poisson: -107.147
[62] valid_0's poisson: -107.206
[63] valid_0's poisson: -107.264
[64] valid_0's poisson: -107.328
[65] valid_0's poisson: -107.382
[66] valid_0's poisson: -107.442
[67] valid_0's poisson: -107.5
[68] valid_0's poisson: -107.546
[69] valid_0's poisson: -107.597
[70] valid_0's poisson: -107.646
[71] valid_0's poisson: -107.693
[72] valid_0's poisson: -107.74
[73] valid_0's poisson: -107.779
[74] valid_0's poisson: -107.821
[75] valid_0's poisson: -107.866
[76] valid_0's poisson: -107.901
[77] valid_0's poisson: -107.939
[78] valid_0's poisson: -107.978
[79] valid_0's poisson: -108.013
[80] valid_0's poisson: -108.047
[81] valid_0's poisson: -108.077
[82] valid_0's poisson: -108.108
[83] valid_0's poisson: -108.139
[84] valid_0's poisson: -108.168
[85] valid_0's poisson: -108.196
[86] valid_0's poisson: -108.225
[87] valid_0's poisson: -108.254
[88] valid_0's poisson: -108.279
[89] valid_0's poisson: -108.303
[90] valid_0's poisson: -108.325
[91] valid_0's poisson: -108.349
[92] valid_0's poisson: -108.376
[93] valid_0's poisson: -108.395
[94] valid_0's poisson: -108.417
[95] valid_0's poisson: -108.437
[96] valid_0's poisson: -108.463
[97] valid_0's poisson: -108.486
[98] valid_0's poisson: -108.504
[99] valid_0's poisson: -108.527
[100] valid_0's poisson: -108.545
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5884
[2] valid_0's poisson: -89.8305
[3] valid_0's poisson: -90.9329
[4] valid_0's poisson: -91.9259
[5] valid_0's poisson: -92.8369
[6] valid_0's poisson: -93.6722
[7] valid_0's poisson: -94.4403
[8] valid_0's poisson: -95.1493
[9] valid_0's poisson: -95.8082
[10] valid_0's poisson: -96.4269
[11] valid_0's poisson: -96.9969
[12] valid_0's poisson: -97.5403
[13] valid_0's poisson: -98.0497
[14] valid_0's poisson: -98.5256
[15] valid_0's poisson: -98.9754
[16] valid_0's poisson: -99.3952
[17] valid_0's poisson: -99.8034
[18] valid_0's poisson: -100.18
[19] valid_0's poisson: -100.539
[20] valid_0's poisson: -100.879
[21] valid_0's poisson: -101.198
[22] valid_0's poisson: -101.496
[23] valid_0's poisson: -101.779
[24] valid_0's poisson: -102.057
[25] valid_0's poisson: -102.317
[26] valid_0's poisson: -102.572
[27] valid_0's poisson: -102.807
[28] valid_0's poisson: -103.037
[29] valid_0's poisson: -103.252
[30] valid_0's poisson: -103.465
[31] valid_0's poisson: -103.668
[32] valid_0's poisson: -103.856
[33] valid_0's poisson: -104.044
[34] valid_0's poisson: -104.226
[35] valid_0's poisson: -104.403
[36] valid_0's poisson: -104.568
[37] valid_0's poisson: -104.728
[38] valid_0's poisson: -104.883
[39] valid_0's poisson: -105.031
[40] valid_0's poisson: -105.179
[41] valid_0's poisson: -105.315
[42] valid_0's poisson: -105.446
[43] valid_0's poisson: -105.571
[44] valid_0's poisson: -105.686
[45] valid_0's poisson: -105.808
[46] valid_0's poisson: -105.918
[47] valid_0's poisson: -106.031
[48] valid_0's poisson: -106.133
[49] valid_0's poisson: -106.228
[50] valid_0's poisson: -106.323
[51] valid_0's poisson: -106.413
[52] valid_0's poisson: -106.503
[53] valid_0's poisson: -106.588
[54] valid_0's poisson: -106.67
[55] valid_0's poisson: -106.759
[56] valid_0's poisson: -106.836
[57] valid_0's poisson: -106.913
[58] valid_0's poisson: -106.99
[59] valid_0's poisson: -107.054
[60] valid_0's poisson: -107.126
[61] valid_0's poisson: -107.191
[62] valid_0's poisson: -107.251
[63] valid_0's poisson: -107.307
[64] valid_0's poisson: -107.367
[65] valid_0's poisson: -107.419
[66] valid_0's poisson: -107.476
[67] valid_0's poisson: -107.533
[68] valid_0's poisson: -107.58
[69] valid_0's poisson: -107.628
[70] valid_0's poisson: -107.673
[71] valid_0's poisson: -107.72
[72] valid_0's poisson: -107.763
[73] valid_0's poisson: -107.804
[74] valid_0's poisson: -107.845
[75] valid_0's poisson: -107.881
[76] valid_0's poisson: -107.917
[77] valid_0's poisson: -107.951
[78] valid_0's poisson: -107.986
[79] valid_0's poisson: -108.019
[80] valid_0's poisson: -108.053
[81] valid_0's poisson: -108.087
[82] valid_0's poisson: -108.118
[83] valid_0's poisson: -108.145
[84] valid_0's poisson: -108.177
[85] valid_0's poisson: -108.202
[86] valid_0's poisson: -108.227
[87] valid_0's poisson: -108.251
[88] valid_0's poisson: -108.274
[89] valid_0's poisson: -108.299
[90] valid_0's poisson: -108.321
[91] valid_0's poisson: -108.343
[92] valid_0's poisson: -108.369
[93] valid_0's poisson: -108.387
[94] valid_0's poisson: -108.407
[95] valid_0's poisson: -108.425
[96] valid_0's poisson: -108.442
[97] valid_0's poisson: -108.464
[98] valid_0's poisson: -108.481
[99] valid_0's poisson: -108.5
[100] valid_0's poisson: -108.519
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5488
[2] valid_0's poisson: -89.7691
[3] valid_0's poisson: -90.8639
[4] valid_0's poisson: -91.8458
[5] valid_0's poisson: -92.7486
[6] valid_0's poisson: -93.5762
[7] valid_0's poisson: -94.3386
[8] valid_0's poisson: -95.0421
[9] valid_0's poisson: -95.7029
[10] valid_0's poisson: -96.3142
[11] valid_0's poisson: -96.8906
[12] valid_0's poisson: -97.421
[13] valid_0's poisson: -97.9286
[14] valid_0's poisson: -98.4056
[15] valid_0's poisson: -98.8556
[16] valid_0's poisson: -99.2826
[17] valid_0's poisson: -99.6814
[18] valid_0's poisson: -100.071
[19] valid_0's poisson: -100.43
[20] valid_0's poisson: -100.773
[21] valid_0's poisson: -101.094
[22] valid_0's poisson: -101.409
[23] valid_0's poisson: -101.699
[24] valid_0's poisson: -101.974
[25] valid_0's poisson: -102.243
[26] valid_0's poisson: -102.491
[27] valid_0's poisson: -102.733
[28] valid_0's poisson: -102.965
[29] valid_0's poisson: -103.183
[30] valid_0's poisson: -103.395
[31] valid_0's poisson: -103.604
[32] valid_0's poisson: -103.801
[33] valid_0's poisson: -103.989
[34] valid_0's poisson: -104.166
[35] valid_0's poisson: -104.34
[36] valid_0's poisson: -104.506
[37] valid_0's poisson: -104.667
[38] valid_0's poisson: -104.821
[39] valid_0's poisson: -104.968
[40] valid_0's poisson: -105.109
[41] valid_0's poisson: -105.243
[42] valid_0's poisson: -105.384
[43] valid_0's poisson: -105.511
[44] valid_0's poisson: -105.647
[45] valid_0's poisson: -105.761
[46] valid_0's poisson: -105.874
[47] valid_0's poisson: -105.995
[48] valid_0's poisson: -106.097
[49] valid_0's poisson: -106.194
[50] valid_0's poisson: -106.301
[51] valid_0's poisson: -106.389
[52] valid_0's poisson: -106.477
[53] valid_0's poisson: -106.566
[54] valid_0's poisson: -106.657
[55] valid_0's poisson: -106.734
[56] valid_0's poisson: -106.819
[57] valid_0's poisson: -106.888
[58] valid_0's poisson: -106.966
[59] valid_0's poisson: -107.034
[60] valid_0's poisson: -107.097
[61] valid_0's poisson: -107.165
[62] valid_0's poisson: -107.229
[63] valid_0's poisson: -107.291
[64] valid_0's poisson: -107.349
[65] valid_0's poisson: -107.406
[66] valid_0's poisson: -107.459
[67] valid_0's poisson: -107.511
[68] valid_0's poisson: -107.563
[69] valid_0's poisson: -107.608
[70] valid_0's poisson: -107.656
[71] valid_0's poisson: -107.7
[72] valid_0's poisson: -107.744
[73] valid_0's poisson: -107.786
[74] valid_0's poisson: -107.827
[75] valid_0's poisson: -107.864
[76] valid_0's poisson: -107.905
[77] valid_0's poisson: -107.944
[78] valid_0's poisson: -107.979
[79] valid_0's poisson: -108.014
[80] valid_0's poisson: -108.045
[81] valid_0's poisson: -108.075
[82] valid_0's poisson: -108.102
[83] valid_0's poisson: -108.133
[84] valid_0's poisson: -108.162
[85] valid_0's poisson: -108.188
[86] valid_0's poisson: -108.223
[87] valid_0's poisson: -108.245
[88] valid_0's poisson: -108.277
[89] valid_0's poisson: -108.299
[90] valid_0's poisson: -108.32
[91] valid_0's poisson: -108.341
[92] valid_0's poisson: -108.363
[93] valid_0's poisson: -108.383
[94] valid_0's poisson: -108.409
[95] valid_0's poisson: -108.431
[96] valid_0's poisson: -108.451
[97] valid_0's poisson: -108.468
[98] valid_0's poisson: -108.49
[99] valid_0's poisson: -108.51
[100] valid_0's poisson: -108.527
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.219
[2] valid_0's poisson: -87.2641
[3] valid_0's poisson: -87.309
[4] valid_0's poisson: -87.3537
[5] valid_0's poisson: -87.3982
[6] valid_0's poisson: -87.4425
[7] valid_0's poisson: -87.4866
[8] valid_0's poisson: -87.5305
[9] valid_0's poisson: -87.5743
[10] valid_0's poisson: -87.6178
[11] valid_0's poisson: -87.6612
[12] valid_0's poisson: -87.7043
[13] valid_0's poisson: -87.7473
[14] valid_0's poisson: -87.7901
[15] valid_0's poisson: -87.8327
[16] valid_0's poisson: -87.8752
[17] valid_0's poisson: -87.9174
[18] valid_0's poisson: -87.9595
[19] valid_0's poisson: -88.0014
[20] valid_0's poisson: -88.0431
[21] valid_0's poisson: -88.0846
[22] valid_0's poisson: -88.1259
[23] valid_0's poisson: -88.1671
[24] valid_0's poisson: -88.2081
[25] valid_0's poisson: -88.2489
[26] valid_0's poisson: -88.2899
[27] valid_0's poisson: -88.3304
[28] valid_0's poisson: -88.3707
[29] valid_0's poisson: -88.4109
[30] valid_0's poisson: -88.4511
[31] valid_0's poisson: -88.491
[32] valid_0's poisson: -88.5306
[33] valid_0's poisson: -88.5701
[34] valid_0's poisson: -88.6097
[35] valid_0's poisson: -88.6481
[36] valid_0's poisson: -88.6872
[37] valid_0's poisson: -88.7253
[38] valid_0's poisson: -88.7641
[39] valid_0's poisson: -88.802
[40] valid_0's poisson: -88.8406
[41] valid_0's poisson: -88.8782
[42] valid_0's poisson: -88.9169
[43] valid_0's poisson: -88.9551
[44] valid_0's poisson: -88.9923
[45] valid_0's poisson: -89.0303
[46] valid_0's poisson: -89.0674
[47] valid_0's poisson: -89.1054
[48] valid_0's poisson: -89.143
[49] valid_0's poisson: -89.1797
[50] valid_0's poisson: -89.2171
[51] valid_0's poisson: -89.2535
[52] valid_0's poisson: -89.2907
[53] valid_0's poisson: -89.3269
[54] valid_0's poisson: -89.3641
[55] valid_0's poisson: -89.4001
[56] valid_0's poisson: -89.4368
[57] valid_0's poisson: -89.4733
[58] valid_0's poisson: -89.509
[59] valid_0's poisson: -89.5453
[60] valid_0's poisson: -89.5808
[61] valid_0's poisson: -89.6172
[62] valid_0's poisson: -89.6524
[63] valid_0's poisson: -89.6883
[64] valid_0's poisson: -89.724
[65] valid_0's poisson: -89.7589
[66] valid_0's poisson: -89.7944
[67] valid_0's poisson: -89.8291
[68] valid_0's poisson: -89.8647
[69] valid_0's poisson: -89.8992
[70] valid_0's poisson: -89.9343
[71] valid_0's poisson: -89.9693
[72] valid_0's poisson: -90.0034
[73] valid_0's poisson: -90.0385
[74] valid_0's poisson: -90.0724
[75] valid_0's poisson: -90.107
[76] valid_0's poisson: -90.1407
[77] valid_0's poisson: -90.175
[78] valid_0's poisson: -90.2093
[79] valid_0's poisson: -90.2427
[80] valid_0's poisson: -90.277
[81] valid_0's poisson: -90.3102
[82] valid_0's poisson: -90.344
[83] valid_0's poisson: -90.377
[84] valid_0's poisson: -90.4106
[85] valid_0's poisson: -90.4434
[86] valid_0's poisson: -90.4768
[87] valid_0's poisson: -90.5109
[88] valid_0's poisson: -90.5435
[89] valid_0's poisson: -90.5766
[90] valid_0's poisson: -90.6089
[91] valid_0's poisson: -90.6418
[92] valid_0's poisson: -90.6749
[93] valid_0's poisson: -90.7069
[94] valid_0's poisson: -90.7395
[95] valid_0's poisson: -90.7713
[96] valid_0's poisson: -90.8046
[97] valid_0's poisson: -90.8369
[98] valid_0's poisson: -90.8684
[99] valid_0's poisson: -90.9005
[100] valid_0's poisson: -90.9317
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2209
[2] valid_0's poisson: -87.2676
[3] valid_0's poisson: -87.3147
[4] valid_0's poisson: -87.3616
[5] valid_0's poisson: -87.4082
[6] valid_0's poisson: -87.4539
[7] valid_0's poisson: -87.4993
[8] valid_0's poisson: -87.5445
[9] valid_0's poisson: -87.59
[10] valid_0's poisson: -87.6349
[11] valid_0's poisson: -87.6795
[12] valid_0's poisson: -87.7239
[13] valid_0's poisson: -87.7682
[14] valid_0's poisson: -87.8122
[15] valid_0's poisson: -87.8561
[16] valid_0's poisson: -87.8997
[17] valid_0's poisson: -87.9432
[18] valid_0's poisson: -87.9861
[19] valid_0's poisson: -88.0297
[20] valid_0's poisson: -88.0726
[21] valid_0's poisson: -88.1149
[22] valid_0's poisson: -88.1571
[23] valid_0's poisson: -88.1991
[24] valid_0's poisson: -88.2409
[25] valid_0's poisson: -88.2829
[26] valid_0's poisson: -88.3244
[27] valid_0's poisson: -88.3656
[28] valid_0's poisson: -88.4076
[29] valid_0's poisson: -88.4489
[30] valid_0's poisson: -88.4897
[31] valid_0's poisson: -88.5302
[32] valid_0's poisson: -88.5706
[33] valid_0's poisson: -88.6112
[34] valid_0's poisson: -88.6513
[35] valid_0's poisson: -88.6912
[36] valid_0's poisson: -88.7307
[37] valid_0's poisson: -88.7703
[38] valid_0's poisson: -88.8102
[39] valid_0's poisson: -88.8495
[40] valid_0's poisson: -88.8886
[41] valid_0's poisson: -88.9276
[42] valid_0's poisson: -88.9668
[43] valid_0's poisson: -89.0055
[44] valid_0's poisson: -89.0442
[45] valid_0's poisson: -89.0827
[46] valid_0's poisson: -89.1209
[47] valid_0's poisson: -89.1582
[48] valid_0's poisson: -89.1962
[49] valid_0's poisson: -89.2344
[50] valid_0's poisson: -89.2725
[51] valid_0's poisson: -89.3101
[52] valid_0's poisson: -89.3468
[53] valid_0's poisson: -89.3842
[54] valid_0's poisson: -89.4207
[55] valid_0's poisson: -89.4612
[56] valid_0's poisson: -89.4985
[57] valid_0's poisson: -89.5355
[58] valid_0's poisson: -89.5724
[59] valid_0's poisson: -89.6094
[60] valid_0's poisson: -89.6452
[61] valid_0's poisson: -89.685
[62] valid_0's poisson: -89.7214
[63] valid_0's poisson: -89.758
[64] valid_0's poisson: -89.7942
[65] valid_0's poisson: -89.8302
[66] valid_0's poisson: -89.8654
[67] valid_0's poisson: -89.9044
[68] valid_0's poisson: -89.9401
[69] valid_0's poisson: -89.9761
[70] valid_0's poisson: -90.0147
[71] valid_0's poisson: -90.0501
[72] valid_0's poisson: -90.0854
[73] valid_0's poisson: -90.1199
[74] valid_0's poisson: -90.1549
[75] valid_0's poisson: -90.1892
[76] valid_0's poisson: -90.2271
[77] valid_0's poisson: -90.2621
[78] valid_0's poisson: -90.2997
[79] valid_0's poisson: -90.3344
[80] valid_0's poisson: -90.3689
[81] valid_0's poisson: -90.4032
[82] valid_0's poisson: -90.4368
[83] valid_0's poisson: -90.4712
[84] valid_0's poisson: -90.5081
[85] valid_0's poisson: -90.5422
[86] valid_0's poisson: -90.576
[87] valid_0's poisson: -90.6101
[88] valid_0's poisson: -90.643
[89] valid_0's poisson: -90.6794
[90] valid_0's poisson: -90.7131
[91] valid_0's poisson: -90.7492
[92] valid_0's poisson: -90.7825
[93] valid_0's poisson: -90.8157
[94] valid_0's poisson: -90.8488
[95] valid_0's poisson: -90.8811
[96] valid_0's poisson: -90.9142
[97] valid_0's poisson: -90.9496
[98] valid_0's poisson: -90.9824
[99] valid_0's poisson: -91.015
[100] valid_0's poisson: -91.0467
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2157
[2] valid_0's poisson: -87.2616
[3] valid_0's poisson: -87.3073
[4] valid_0's poisson: -87.3527
[5] valid_0's poisson: -87.398
[6] valid_0's poisson: -87.4431
[7] valid_0's poisson: -87.488
[8] valid_0's poisson: -87.5326
[9] valid_0's poisson: -87.5767
[10] valid_0's poisson: -87.6206
[11] valid_0's poisson: -87.6647
[12] valid_0's poisson: -87.7082
[13] valid_0's poisson: -87.7515
[14] valid_0's poisson: -87.7946
[15] valid_0's poisson: -87.838
[16] valid_0's poisson: -87.8807
[17] valid_0's poisson: -87.9233
[18] valid_0's poisson: -87.9657
[19] valid_0's poisson: -88.0083
[20] valid_0's poisson: -88.0503
[21] valid_0's poisson: -88.0922
[22] valid_0's poisson: -88.1338
[23] valid_0's poisson: -88.1757
[24] valid_0's poisson: -88.217
[25] valid_0's poisson: -88.2567
[26] valid_0's poisson: -88.2977
[27] valid_0's poisson: -88.3386
[28] valid_0's poisson: -88.3779
[29] valid_0's poisson: -88.4189
[30] valid_0's poisson: -88.4579
[31] valid_0's poisson: -88.4983
[32] valid_0's poisson: -88.5371
[33] valid_0's poisson: -88.5778
[34] valid_0's poisson: -88.6178
[35] valid_0's poisson: -88.6562
[36] valid_0's poisson: -88.6959
[37] valid_0's poisson: -88.7341
[38] valid_0's poisson: -88.7736
[39] valid_0's poisson: -88.8135
[40] valid_0's poisson: -88.8513
[41] valid_0's poisson: -88.8904
[42] valid_0's poisson: -88.928
[43] valid_0's poisson: -88.9668
[44] valid_0's poisson: -89.0041
[45] valid_0's poisson: -89.0428
[46] valid_0's poisson: -89.0818
[47] valid_0's poisson: -89.1188
[48] valid_0's poisson: -89.1571
[49] valid_0's poisson: -89.1938
[50] valid_0's poisson: -89.2318
[51] valid_0's poisson: -89.2697
[52] valid_0's poisson: -89.3061
[53] valid_0's poisson: -89.3443
[54] valid_0's poisson: -89.3805
[55] valid_0's poisson: -89.4179
[56] valid_0's poisson: -89.455
[57] valid_0's poisson: -89.4922
[58] valid_0's poisson: -89.5296
[59] valid_0's poisson: -89.5652
[60] valid_0's poisson: -89.6027
[61] valid_0's poisson: -89.6394
[62] valid_0's poisson: -89.6747
[63] valid_0's poisson: -89.711
[64] valid_0's poisson: -89.7474
[65] valid_0's poisson: -89.7836
[66] valid_0's poisson: -89.8185
[67] valid_0's poisson: -89.8551
[68] valid_0's poisson: -89.891
[69] valid_0's poisson: -89.9256
[70] valid_0's poisson: -89.9611
[71] valid_0's poisson: -89.9967
[72] valid_0's poisson: -90.0322
[73] valid_0's poisson: -90.0663
[74] valid_0's poisson: -90.1022
[75] valid_0's poisson: -90.1372
[76] valid_0's poisson: -90.1723
[77] valid_0's poisson: -90.2072
[78] valid_0's poisson: -90.2408
[79] valid_0's poisson: -90.2755
[80] valid_0's poisson: -90.3089
[81] valid_0's poisson: -90.3432
[82] valid_0's poisson: -90.3782
[83] valid_0's poisson: -90.4126
[84] valid_0's poisson: -90.4468
[85] valid_0's poisson: -90.4797
[86] valid_0's poisson: -90.514
[87] valid_0's poisson: -90.5478
[88] valid_0's poisson: -90.5821
[89] valid_0's poisson: -90.6158
[90] valid_0's poisson: -90.6482
[91] valid_0's poisson: -90.6817
[92] valid_0's poisson: -90.7139
[93] valid_0's poisson: -90.747
[94] valid_0's poisson: -90.7802
[95] valid_0's poisson: -90.8139
[96] valid_0's poisson: -90.8469
[97] valid_0's poisson: -90.8786
[98] valid_0's poisson: -90.9114
[99] valid_0's poisson: -90.9439
[100] valid_0's poisson: -90.9766
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.222
[2] valid_0's poisson: -87.2678
[3] valid_0's poisson: -87.3134
[4] valid_0's poisson: -87.3588
[5] valid_0's poisson: -87.404
[6] valid_0's poisson: -87.449
[7] valid_0's poisson: -87.4938
[8] valid_0's poisson: -87.5384
[9] valid_0's poisson: -87.5828
[10] valid_0's poisson: -87.627
[11] valid_0's poisson: -87.671
[12] valid_0's poisson: -87.7148
[13] valid_0's poisson: -87.7585
[14] valid_0's poisson: -87.8019
[15] valid_0's poisson: -87.8452
[16] valid_0's poisson: -87.8883
[17] valid_0's poisson: -87.9312
[18] valid_0's poisson: -87.9739
[19] valid_0's poisson: -88.0165
[20] valid_0's poisson: -88.0588
[21] valid_0's poisson: -88.1011
[22] valid_0's poisson: -88.1428
[23] valid_0's poisson: -88.1843
[24] valid_0's poisson: -88.2257
[25] valid_0's poisson: -88.2672
[26] valid_0's poisson: -88.3082
[27] valid_0's poisson: -88.3491
[28] valid_0's poisson: -88.3902
[29] valid_0's poisson: -88.4307
[30] valid_0's poisson: -88.4711
[31] valid_0's poisson: -88.5113
[32] valid_0's poisson: -88.5502
[33] valid_0's poisson: -88.5905
[34] valid_0's poisson: -88.6303
[35] valid_0's poisson: -88.6689
[36] valid_0's poisson: -88.7085
[37] valid_0's poisson: -88.7468
[38] valid_0's poisson: -88.7861
[39] valid_0's poisson: -88.8257
[40] valid_0's poisson: -88.8648
[41] valid_0's poisson: -88.9041
[42] valid_0's poisson: -88.9418
[43] valid_0's poisson: -88.9805
[44] valid_0's poisson: -89.0191
[45] valid_0's poisson: -89.0576
[46] valid_0's poisson: -89.0959
[47] valid_0's poisson: -89.1331
[48] valid_0's poisson: -89.1716
[49] valid_0's poisson: -89.2085
[50] valid_0's poisson: -89.2463
[51] valid_0's poisson: -89.2841
[52] valid_0's poisson: -89.3218
[53] valid_0's poisson: -89.3596
[54] valid_0's poisson: -89.3959
[55] valid_0's poisson: -89.4332
[56] valid_0's poisson: -89.4704
[57] valid_0's poisson: -89.5078
[58] valid_0's poisson: -89.5447
[59] valid_0's poisson: -89.5805
[60] valid_0's poisson: -89.6172
[61] valid_0's poisson: -89.6528
[62] valid_0's poisson: -89.6892
[63] valid_0's poisson: -89.7256
[64] valid_0's poisson: -89.7623
[65] valid_0's poisson: -89.7984
[66] valid_0's poisson: -89.8334
[67] valid_0's poisson: -89.8693
[68] valid_0's poisson: -89.9052
[69] valid_0's poisson: -89.9409
[70] valid_0's poisson: -89.9768
[71] valid_0's poisson: -90.0113
[72] valid_0's poisson: -90.0467
[73] valid_0's poisson: -90.081
[74] valid_0's poisson: -90.1161
[75] valid_0's poisson: -90.1512
[76] valid_0's poisson: -90.1864
[77] valid_0's poisson: -90.2217
[78] valid_0's poisson: -90.2554
[79] valid_0's poisson: -90.29
[80] valid_0's poisson: -90.3246
[81] valid_0's poisson: -90.359
[82] valid_0's poisson: -90.3933
[83] valid_0's poisson: -90.4265
[84] valid_0's poisson: -90.461
[85] valid_0's poisson: -90.4941
[86] valid_0's poisson: -90.5299
[87] valid_0's poisson: -90.5637
[88] valid_0's poisson: -90.5975
[89] valid_0's poisson: -90.6311
[90] valid_0's poisson: -90.6646
[91] valid_0's poisson: -90.6971
[92] valid_0's poisson: -90.7323
[93] valid_0's poisson: -90.7656
[94] valid_0's poisson: -90.8006
[95] valid_0's poisson: -90.8336
[96] valid_0's poisson: -90.8666
[97] valid_0's poisson: -90.8994
[98] valid_0's poisson: -90.9312
[99] valid_0's poisson: -90.9657
[100] valid_0's poisson: -90.9983
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2096
[2] valid_0's poisson: -87.2554
[3] valid_0's poisson: -87.301
[4] valid_0's poisson: -87.3463
[5] valid_0's poisson: -87.3915
[6] valid_0's poisson: -87.4365
[7] valid_0's poisson: -87.4812
[8] valid_0's poisson: -87.5258
[9] valid_0's poisson: -87.5702
[10] valid_0's poisson: -87.6144
[11] valid_0's poisson: -87.6584
[12] valid_0's poisson: -87.7022
[13] valid_0's poisson: -87.7458
[14] valid_0's poisson: -87.7892
[15] valid_0's poisson: -87.8324
[16] valid_0's poisson: -87.8754
[17] valid_0's poisson: -87.9183
[18] valid_0's poisson: -87.9609
[19] valid_0's poisson: -88.0034
[20] valid_0's poisson: -88.0457
[21] valid_0's poisson: -88.0878
[22] valid_0's poisson: -88.1297
[23] valid_0's poisson: -88.1714
[24] valid_0's poisson: -88.213
[25] valid_0's poisson: -88.2528
[26] valid_0's poisson: -88.2941
[27] valid_0's poisson: -88.3336
[28] valid_0's poisson: -88.3744
[29] valid_0's poisson: -88.415
[30] valid_0's poisson: -88.4541
[31] valid_0's poisson: -88.4947
[32] valid_0's poisson: -88.5336
[33] valid_0's poisson: -88.5737
[34] valid_0's poisson: -88.6124
[35] valid_0's poisson: -88.6522
[36] valid_0's poisson: -88.6919
[37] valid_0's poisson: -88.7302
[38] valid_0's poisson: -88.7699
[39] valid_0's poisson: -88.8079
[40] valid_0's poisson: -88.8471
[41] valid_0's poisson: -88.8848
[42] valid_0's poisson: -88.9238
[43] valid_0's poisson: -88.9626
[44] valid_0's poisson: -89
[45] valid_0's poisson: -89.0388
[46] valid_0's poisson: -89.076
[47] valid_0's poisson: -89.1143
[48] valid_0's poisson: -89.1512
[49] valid_0's poisson: -89.1893
[50] valid_0's poisson: -89.2272
[51] valid_0's poisson: -89.2638
[52] valid_0's poisson: -89.3015
[53] valid_0's poisson: -89.3379
[54] valid_0's poisson: -89.3756
[55] valid_0's poisson: -89.4117
[56] valid_0's poisson: -89.449
[57] valid_0's poisson: -89.4848
[58] valid_0's poisson: -89.5218
[59] valid_0's poisson: -89.5587
[60] valid_0's poisson: -89.5943
[61] valid_0's poisson: -89.6312
[62] valid_0's poisson: -89.6665
[63] valid_0's poisson: -89.7029
[64] valid_0's poisson: -89.738
[65] valid_0's poisson: -89.7742
[66] valid_0's poisson: -89.8102
[67] valid_0's poisson: -89.845
[68] valid_0's poisson: -89.8811
[69] valid_0's poisson: -89.9157
[70] valid_0's poisson: -89.9513
[71] valid_0's poisson: -89.9856
[72] valid_0's poisson: -90.021
[73] valid_0's poisson: -90.0563
[74] valid_0's poisson: -90.0903
[75] valid_0's poisson: -90.1256
[76] valid_0's poisson: -90.1594
[77] valid_0's poisson: -90.1943
[78] valid_0's poisson: -90.2279
[79] valid_0's poisson: -90.2624
[80] valid_0's poisson: -90.297
[81] valid_0's poisson: -90.3314
[82] valid_0's poisson: -90.366
[83] valid_0's poisson: -90.3991
[84] valid_0's poisson: -90.4332
[85] valid_0's poisson: -90.4671
[86] valid_0's poisson: -90.501
[87] valid_0's poisson: -90.5337
[88] valid_0's poisson: -90.5706
[89] valid_0's poisson: -90.6042
[90] valid_0's poisson: -90.6377
[91] valid_0's poisson: -90.67
[92] valid_0's poisson: -90.7064
[93] valid_0's poisson: -90.7396
[94] valid_0's poisson: -90.7757
[95] valid_0's poisson: -90.8088
[96] valid_0's poisson: -90.8417
[97] valid_0's poisson: -90.8745
[98] valid_0's poisson: -90.9062
[99] valid_0's poisson: -90.9387
[100] valid_0's poisson: -90.9742
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.2271
[2] valid_0's poisson: -89.178
[3] valid_0's poisson: -90.0497
[4] valid_0's poisson: -90.8407
[5] valid_0's poisson: -91.5813
[6] valid_0's poisson: -92.2585
[7] valid_0's poisson: -92.8886
[8] valid_0's poisson: -93.4806
[9] valid_0's poisson: -94.0338
[10] valid_0's poisson: -94.5448
[11] valid_0's poisson: -95.0312
[12] valid_0's poisson: -95.5127
[13] valid_0's poisson: -95.9504
[14] valid_0's poisson: -96.425
[15] valid_0's poisson: -96.8415
[16] valid_0's poisson: -97.2581
[17] valid_0's poisson: -97.6198
[18] valid_0's poisson: -97.9731
[19] valid_0's poisson: -98.3477
[20] valid_0's poisson: -98.67
[21] valid_0's poisson: -98.9685
[22] valid_0's poisson: -99.2503
[23] valid_0's poisson: -99.5275
[24] valid_0's poisson: -99.794
[25] valid_0's poisson: -100.048
[26] valid_0's poisson: -100.347
[27] valid_0's poisson: -100.584
[28] valid_0's poisson: -100.845
[29] valid_0's poisson: -101.068
[30] valid_0's poisson: -101.277
[31] valid_0's poisson: -101.469
[32] valid_0's poisson: -101.663
[33] valid_0's poisson: -101.888
[34] valid_0's poisson: -102.07
[35] valid_0's poisson: -102.27
[36] valid_0's poisson: -102.439
[37] valid_0's poisson: -102.598
[38] valid_0's poisson: -102.784
[39] valid_0's poisson: -102.933
[40] valid_0's poisson: -103.076
[41] valid_0's poisson: -103.214
[42] valid_0's poisson: -103.377
[43] valid_0's poisson: -103.524
[44] valid_0's poisson: -103.647
[45] valid_0's poisson: -103.788
[46] valid_0's poisson: -103.911
[47] valid_0's poisson: -104.025
[48] valid_0's poisson: -104.136
[49] valid_0's poisson: -104.246
[50] valid_0's poisson: -104.349
[51] valid_0's poisson: -104.452
[52] valid_0's poisson: -104.551
[53] valid_0's poisson: -104.659
[54] valid_0's poisson: -104.751
[55] valid_0's poisson: -104.842
[56] valid_0's poisson: -104.928
[57] valid_0's poisson: -105.011
[58] valid_0's poisson: -105.091
[59] valid_0's poisson: -105.188
[60] valid_0's poisson: -105.271
[61] valid_0's poisson: -105.36
[62] valid_0's poisson: -105.434
[63] valid_0's poisson: -105.503
[64] valid_0's poisson: -105.572
[65] valid_0's poisson: -105.651
[66] valid_0's poisson: -105.717
[67] valid_0's poisson: -105.787
[68] valid_0's poisson: -105.845
[69] valid_0's poisson: -105.909
[70] valid_0's poisson: -105.974
[71] valid_0's poisson: -106.041
[72] valid_0's poisson: -106.095
[73] valid_0's poisson: -106.148
[74] valid_0's poisson: -106.201
[75] valid_0's poisson: -106.251
[76] valid_0's poisson: -106.311
[77] valid_0's poisson: -106.368
[78] valid_0's poisson: -106.412
[79] valid_0's poisson: -106.463
[80] valid_0's poisson: -106.508
[81] valid_0's poisson: -106.55
[82] valid_0's poisson: -106.593
[83] valid_0's poisson: -106.635
[84] valid_0's poisson: -106.684
[85] valid_0's poisson: -106.728
[86] valid_0's poisson: -106.773
[87] valid_0's poisson: -106.812
[88] valid_0's poisson: -106.847
[89] valid_0's poisson: -106.883
[90] valid_0's poisson: -106.916
[91] valid_0's poisson: -106.95
[92] valid_0's poisson: -106.987
[93] valid_0's poisson: -107.023
[94] valid_0's poisson: -107.054
[95] valid_0's poisson: -107.088
[96] valid_0's poisson: -107.122
[97] valid_0's poisson: -107.151
[98] valid_0's poisson: -107.179
[99] valid_0's poisson: -107.209
[100] valid_0's poisson: -107.236
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.2257
[2] valid_0's poisson: -89.2094
[3] valid_0's poisson: -90.0981
[4] valid_0's poisson: -90.9101
[5] valid_0's poisson: -91.6533
[6] valid_0's poisson: -92.3541
[7] valid_0's poisson: -92.9882
[8] valid_0's poisson: -93.5806
[9] valid_0's poisson: -94.1356
[10] valid_0's poisson: -94.6539
[11] valid_0's poisson: -95.1398
[12] valid_0's poisson: -95.6188
[13] valid_0's poisson: -96.0926
[14] valid_0's poisson: -96.5138
[15] valid_0's poisson: -96.9141
[16] valid_0's poisson: -97.3456
[17] valid_0's poisson: -97.7161
[18] valid_0's poisson: -98.0549
[19] valid_0's poisson: -98.389
[20] valid_0's poisson: -98.7099
[21] valid_0's poisson: -99.0591
[22] valid_0's poisson: -99.355
[23] valid_0's poisson: -99.6239
[24] valid_0's poisson: -99.8921
[25] valid_0's poisson: -100.148
[26] valid_0's poisson: -100.393
[27] valid_0's poisson: -100.682
[28] valid_0's poisson: -100.908
[29] valid_0's poisson: -101.116
[30] valid_0's poisson: -101.362
[31] valid_0's poisson: -101.565
[32] valid_0's poisson: -101.759
[33] valid_0's poisson: -101.977
[34] valid_0's poisson: -102.155
[35] valid_0's poisson: -102.324
[36] valid_0's poisson: -102.484
[37] valid_0's poisson: -102.651
[38] valid_0's poisson: -102.84
[39] valid_0's poisson: -103.017
[40] valid_0's poisson: -103.161
[41] valid_0's poisson: -103.3
[42] valid_0's poisson: -103.452
[43] valid_0's poisson: -103.58
[44] valid_0's poisson: -103.727
[45] valid_0's poisson: -103.846
[46] valid_0's poisson: -103.961
[47] valid_0's poisson: -104.086
[48] valid_0's poisson: -104.213
[49] valid_0's poisson: -104.32
[50] valid_0's poisson: -104.425
[51] valid_0's poisson: -104.525
[52] valid_0's poisson: -104.626
[53] valid_0's poisson: -104.72
[54] valid_0's poisson: -104.823
[55] valid_0's poisson: -104.91
[56] valid_0's poisson: -104.998
[57] valid_0's poisson: -105.084
[58] valid_0's poisson: -105.165
[59] valid_0's poisson: -105.245
[60] valid_0's poisson: -105.326
[61] valid_0's poisson: -105.401
[62] valid_0's poisson: -105.474
[63] valid_0's poisson: -105.541
[64] valid_0's poisson: -105.625
[65] valid_0's poisson: -105.695
[66] valid_0's poisson: -105.76
[67] valid_0's poisson: -105.822
[68] valid_0's poisson: -105.881
[69] valid_0's poisson: -105.937
[70] valid_0's poisson: -105.993
[71] valid_0's poisson: -106.059
[72] valid_0's poisson: -106.113
[73] valid_0's poisson: -106.166
[74] valid_0's poisson: -106.213
[75] valid_0's poisson: -106.263
[76] valid_0's poisson: -106.325
[77] valid_0's poisson: -106.377
[78] valid_0's poisson: -106.422
[79] valid_0's poisson: -106.478
[80] valid_0's poisson: -106.519
[81] valid_0's poisson: -106.571
[82] valid_0's poisson: -106.611
[83] valid_0's poisson: -106.659
[84] valid_0's poisson: -106.694
[85] valid_0's poisson: -106.735
[86] valid_0's poisson: -106.774
[87] valid_0's poisson: -106.812
[88] valid_0's poisson: -106.851
[89] valid_0's poisson: -106.892
[90] valid_0's poisson: -106.928
[91] valid_0's poisson: -106.968
[92] valid_0's poisson: -107.005
[93] valid_0's poisson: -107.039
[94] valid_0's poisson: -107.068
[95] valid_0's poisson: -107.103
[96] valid_0's poisson: -107.133
[97] valid_0's poisson: -107.168
[98] valid_0's poisson: -107.197
[99] valid_0's poisson: -107.225
[100] valid_0's poisson: -107.249
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.2513
[2] valid_0's poisson: -89.2197
[3] valid_0's poisson: -90.1014
[4] valid_0's poisson: -90.9121
[5] valid_0's poisson: -91.6573
[6] valid_0's poisson: -92.3441
[7] valid_0's poisson: -92.9823
[8] valid_0's poisson: -93.5735
[9] valid_0's poisson: -94.1468
[10] valid_0's poisson: -94.6701
[11] valid_0's poisson: -95.1561
[12] valid_0's poisson: -95.6385
[13] valid_0's poisson: -96.0967
[14] valid_0's poisson: -96.5192
[15] valid_0's poisson: -96.9369
[16] valid_0's poisson: -97.3622
[17] valid_0's poisson: -97.7374
[18] valid_0's poisson: -98.1189
[19] valid_0's poisson: -98.4445
[20] valid_0's poisson: -98.7647
[21] valid_0's poisson: -99.0692
[22] valid_0's poisson: -99.3899
[23] valid_0's poisson: -99.6788
[24] valid_0's poisson: -99.939
[25] valid_0's poisson: -100.201
[26] valid_0's poisson: -100.444
[27] valid_0's poisson: -100.682
[28] valid_0's poisson: -100.9
[29] valid_0's poisson: -101.116
[30] valid_0's poisson: -101.355
[31] valid_0's poisson: -101.558
[32] valid_0's poisson: -101.777
[33] valid_0's poisson: -101.964
[34] valid_0's poisson: -102.143
[35] valid_0's poisson: -102.337
[36] valid_0's poisson: -102.506
[37] valid_0's poisson: -102.659
[38] valid_0's poisson: -102.811
[39] valid_0's poisson: -102.987
[40] valid_0's poisson: -103.132
[41] valid_0's poisson: -103.271
[42] valid_0's poisson: -103.421
[43] valid_0's poisson: -103.549
[44] valid_0's poisson: -103.667
[45] valid_0's poisson: -103.808
[46] valid_0's poisson: -103.933
[47] valid_0's poisson: -104.046
[48] valid_0's poisson: -104.168
[49] valid_0's poisson: -104.275
[50] valid_0's poisson: -104.383
[51] valid_0's poisson: -104.486
[52] valid_0's poisson: -104.59
[53] valid_0's poisson: -104.688
[54] valid_0's poisson: -104.779
[55] valid_0's poisson: -104.868
[56] valid_0's poisson: -104.956
[57] valid_0's poisson: -105.039
[58] valid_0's poisson: -105.119
[59] valid_0's poisson: -105.207
[60] valid_0's poisson: -105.285
[61] valid_0's poisson: -105.36
[62] valid_0's poisson: -105.439
[63] valid_0's poisson: -105.508
[64] valid_0's poisson: -105.576
[65] valid_0's poisson: -105.654
[66] valid_0's poisson: -105.718
[67] valid_0's poisson: -105.782
[68] valid_0's poisson: -105.845
[69] valid_0's poisson: -105.906
[70] valid_0's poisson: -105.961
[71] valid_0's poisson: -106.018
[72] valid_0's poisson: -106.084
[73] valid_0's poisson: -106.139
[74] valid_0's poisson: -106.2
[75] valid_0's poisson: -106.251
[76] valid_0's poisson: -106.308
[77] valid_0's poisson: -106.358
[78] valid_0's poisson: -106.405
[79] valid_0's poisson: -106.455
[80] valid_0's poisson: -106.499
[81] valid_0's poisson: -106.544
[82] valid_0's poisson: -106.596
[83] valid_0's poisson: -106.634
[84] valid_0's poisson: -106.68
[85] valid_0's poisson: -106.727
[86] valid_0's poisson: -106.769
[87] valid_0's poisson: -106.804
[88] valid_0's poisson: -106.841
[89] valid_0's poisson: -106.879
[90] valid_0's poisson: -106.911
[91] valid_0's poisson: -106.946
[92] valid_0's poisson: -106.983
[93] valid_0's poisson: -107.018
[94] valid_0's poisson: -107.052
[95] valid_0's poisson: -107.083
[96] valid_0's poisson: -107.117
[97] valid_0's poisson: -107.148
[98] valid_0's poisson: -107.176
[99] valid_0's poisson: -107.209
[100] valid_0's poisson: -107.236
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.2489
[2] valid_0's poisson: -89.1998
[3] valid_0's poisson: -90.0839
[4] valid_0's poisson: -90.8946
[5] valid_0's poisson: -91.6347
[6] valid_0's poisson: -92.3308
[7] valid_0's poisson: -92.9677
[8] valid_0's poisson: -93.5548
[9] valid_0's poisson: -94.109
[10] valid_0's poisson: -94.625
[11] valid_0's poisson: -95.1067
[12] valid_0's poisson: -95.5729
[13] valid_0's poisson: -96.0669
[14] valid_0's poisson: -96.5072
[15] valid_0's poisson: -96.9389
[16] valid_0's poisson: -97.3215
[17] valid_0's poisson: -97.6985
[18] valid_0's poisson: -98.0895
[19] valid_0's poisson: -98.4191
[20] valid_0's poisson: -98.7438
[21] valid_0's poisson: -99.0802
[22] valid_0's poisson: -99.3806
[23] valid_0's poisson: -99.6569
[24] valid_0's poisson: -99.9168
[25] valid_0's poisson: -100.18
[26] valid_0's poisson: -100.425
[27] valid_0's poisson: -100.708
[28] valid_0's poisson: -100.937
[29] valid_0's poisson: -101.158
[30] valid_0's poisson: -101.363
[31] valid_0's poisson: -101.602
[32] valid_0's poisson: -101.8
[33] valid_0's poisson: -101.987
[34] valid_0's poisson: -102.19
[35] valid_0's poisson: -102.366
[36] valid_0's poisson: -102.533
[37] valid_0's poisson: -102.69
[38] valid_0's poisson: -102.875
[39] valid_0's poisson: -103.024
[40] valid_0's poisson: -103.164
[41] valid_0's poisson: -103.321
[42] valid_0's poisson: -103.447
[43] valid_0's poisson: -103.575
[44] valid_0's poisson: -103.714
[45] valid_0's poisson: -103.835
[46] valid_0's poisson: -103.971
[47] valid_0's poisson: -104.101
[48] valid_0's poisson: -104.212
[49] valid_0's poisson: -104.322
[50] valid_0's poisson: -104.427
[51] valid_0's poisson: -104.534
[52] valid_0's poisson: -104.631
[53] valid_0's poisson: -104.726
[54] valid_0's poisson: -104.816
[55] valid_0's poisson: -104.912
[56] valid_0's poisson: -104.998
[57] valid_0's poisson: -105.084
[58] valid_0's poisson: -105.167
[59] valid_0's poisson: -105.246
[60] valid_0's poisson: -105.322
[61] valid_0's poisson: -105.398
[62] valid_0's poisson: -105.481
[63] valid_0's poisson: -105.551
[64] valid_0's poisson: -105.621
[65] valid_0's poisson: -105.697
[66] valid_0's poisson: -105.762
[67] valid_0's poisson: -105.82
[68] valid_0's poisson: -105.883
[69] valid_0's poisson: -105.956
[70] valid_0's poisson: -106.014
[71] valid_0's poisson: -106.08
[72] valid_0's poisson: -106.132
[73] valid_0's poisson: -106.188
[74] valid_0's poisson: -106.244
[75] valid_0's poisson: -106.306
[76] valid_0's poisson: -106.355
[77] valid_0's poisson: -106.409
[78] valid_0's poisson: -106.454
[79] valid_0's poisson: -106.503
[80] valid_0's poisson: -106.549
[81] valid_0's poisson: -106.595
[82] valid_0's poisson: -106.646
[83] valid_0's poisson: -106.685
[84] valid_0's poisson: -106.726
[85] valid_0's poisson: -106.769
[86] valid_0's poisson: -106.806
[87] valid_0's poisson: -106.845
[88] valid_0's poisson: -106.885
[89] valid_0's poisson: -106.922
[90] valid_0's poisson: -106.956
[91] valid_0's poisson: -106.989
[92] valid_0's poisson: -107.02
[93] valid_0's poisson: -107.052
[94] valid_0's poisson: -107.085
[95] valid_0's poisson: -107.12
[96] valid_0's poisson: -107.15
[97] valid_0's poisson: -107.183
[98] valid_0's poisson: -107.21
[99] valid_0's poisson: -107.237
[100] valid_0's poisson: -107.268
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.2276
[2] valid_0's poisson: -89.1855
[3] valid_0's poisson: -90.0547
[4] valid_0's poisson: -90.8515
[5] valid_0's poisson: -91.5803
[6] valid_0's poisson: -92.2672
[7] valid_0's poisson: -92.8955
[8] valid_0's poisson: -93.4881
[9] valid_0's poisson: -94.0357
[10] valid_0's poisson: -94.5912
[11] valid_0's poisson: -95.0875
[12] valid_0's poisson: -95.5465
[13] valid_0's poisson: -95.9828
[14] valid_0's poisson: -96.4014
[15] valid_0's poisson: -96.8566
[16] valid_0's poisson: -97.2544
[17] valid_0's poisson: -97.6629
[18] valid_0's poisson: -98.0221
[19] valid_0's poisson: -98.3826
[20] valid_0's poisson: -98.6973
[21] valid_0's poisson: -99.0124
[22] valid_0's poisson: -99.3042
[23] valid_0's poisson: -99.5759
[24] valid_0's poisson: -99.844
[25] valid_0's poisson: -100.153
[26] valid_0's poisson: -100.405
[27] valid_0's poisson: -100.632
[28] valid_0's poisson: -100.855
[29] valid_0's poisson: -101.077
[30] valid_0's poisson: -101.284
[31] valid_0's poisson: -101.533
[32] valid_0's poisson: -101.728
[33] valid_0's poisson: -101.914
[34] valid_0's poisson: -102.133
[35] valid_0's poisson: -102.306
[36] valid_0's poisson: -102.466
[37] valid_0's poisson: -102.655
[38] valid_0's poisson: -102.807
[39] valid_0's poisson: -102.954
[40] valid_0's poisson: -103.121
[41] valid_0's poisson: -103.26
[42] valid_0's poisson: -103.389
[43] valid_0's poisson: -103.544
[44] valid_0's poisson: -103.668
[45] valid_0's poisson: -103.812
[46] valid_0's poisson: -103.928
[47] valid_0's poisson: -104.04
[48] valid_0's poisson: -104.163
[49] valid_0's poisson: -104.273
[50] valid_0's poisson: -104.381
[51] valid_0's poisson: -104.482
[52] valid_0's poisson: -104.589
[53] valid_0's poisson: -104.684
[54] valid_0's poisson: -104.788
[55] valid_0's poisson: -104.883
[56] valid_0's poisson: -104.969
[57] valid_0's poisson: -105.056
[58] valid_0's poisson: -105.14
[59] valid_0's poisson: -105.217
[60] valid_0's poisson: -105.295
[61] valid_0's poisson: -105.369
[62] valid_0's poisson: -105.457
[63] valid_0's poisson: -105.529
[64] valid_0's poisson: -105.599
[65] valid_0's poisson: -105.669
[66] valid_0's poisson: -105.748
[67] valid_0's poisson: -105.811
[68] valid_0's poisson: -105.884
[69] valid_0's poisson: -105.944
[70] valid_0's poisson: -106.01
[71] valid_0's poisson: -106.063
[72] valid_0's poisson: -106.121
[73] valid_0's poisson: -106.173
[74] valid_0's poisson: -106.227
[75] valid_0's poisson: -106.289
[76] valid_0's poisson: -106.336
[77] valid_0's poisson: -106.393
[78] valid_0's poisson: -106.438
[79] valid_0's poisson: -106.485
[80] valid_0's poisson: -106.538
[81] valid_0's poisson: -106.58
[82] valid_0's poisson: -106.619
[83] valid_0's poisson: -106.666
[84] valid_0's poisson: -106.709
[85] valid_0's poisson: -106.751
[86] valid_0's poisson: -106.787
[87] valid_0's poisson: -106.826
[88] valid_0's poisson: -106.867
[89] valid_0's poisson: -106.9
[90] valid_0's poisson: -106.931
[91] valid_0's poisson: -106.969
[92] valid_0's poisson: -107.003
[93] valid_0's poisson: -107.034
[94] valid_0's poisson: -107.065
[95] valid_0's poisson: -107.098
[96] valid_0's poisson: -107.132
[97] valid_0's poisson: -107.161
[98] valid_0's poisson: -107.191
[99] valid_0's poisson: -107.223
[100] valid_0's poisson: -107.251
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.047
[2] valid_0's poisson: -103.481
[3] valid_0's poisson: -105.221
[4] valid_0's poisson: -106.189
[5] valid_0's poisson: -106.802
[6] valid_0's poisson: -107.115
[7] valid_0's poisson: -107.426
[8] valid_0's poisson: -107.867
[9] valid_0's poisson: -107.994
[10] valid_0's poisson: -108.136
[11] valid_0's poisson: -108.214
[12] valid_0's poisson: -108.286
[13] valid_0's poisson: -108.364
[14] valid_0's poisson: -108.522
[15] valid_0's poisson: -108.655
[16] valid_0's poisson: -108.825
[17] valid_0's poisson: -108.853
[18] valid_0's poisson: -108.884
[19] valid_0's poisson: -108.906
[20] valid_0's poisson: -108.93
[21] valid_0's poisson: -108.948
[22] valid_0's poisson: -108.963
[23] valid_0's poisson: -109.023
[24] valid_0's poisson: -109.089
[25] valid_0's poisson: -109.094
[26] valid_0's poisson: -109.1
[27] valid_0's poisson: -109.126
[28] valid_0's poisson: -109.152
[29] valid_0's poisson: -109.196
[30] valid_0's poisson: -109.211
[31] valid_0's poisson: -109.22
[32] valid_0's poisson: -109.238
[33] valid_0's poisson: -109.281
[34] valid_0's poisson: -109.287
[35] valid_0's poisson: -109.3
[36] valid_0's poisson: -109.305
[37] valid_0's poisson: -109.303
[38] valid_0's poisson: -109.304
[39] valid_0's poisson: -109.343
[40] valid_0's poisson: -109.341
[41] valid_0's poisson: -109.352
[42] valid_0's poisson: -109.357
[43] valid_0's poisson: -109.352
[44] valid_0's poisson: -109.349
[45] valid_0's poisson: -109.354
[46] valid_0's poisson: -109.364
[47] valid_0's poisson: -109.371
[48] valid_0's poisson: -109.378
[49] valid_0's poisson: -109.402
[50] valid_0's poisson: -109.409
[51] valid_0's poisson: -109.407
[52] valid_0's poisson: -109.419
[53] valid_0's poisson: -109.428
[54] valid_0's poisson: -109.451
[55] valid_0's poisson: -109.451
[56] valid_0's poisson: -109.457
[57] valid_0's poisson: -109.468
[58] valid_0's poisson: -109.47
[59] valid_0's poisson: -109.473
[60] valid_0's poisson: -109.472
[61] valid_0's poisson: -109.485
[62] valid_0's poisson: -109.49
[63] valid_0's poisson: -109.49
[64] valid_0's poisson: -109.485
[65] valid_0's poisson: -109.504
[66] valid_0's poisson: -109.505
[67] valid_0's poisson: -109.52
[68] valid_0's poisson: -109.523
[69] valid_0's poisson: -109.519
[70] valid_0's poisson: -109.516
[71] valid_0's poisson: -109.526
[72] valid_0's poisson: -109.529
[73] valid_0's poisson: -109.526
[74] valid_0's poisson: -109.536
[75] valid_0's poisson: -109.539
[76] valid_0's poisson: -109.538
[77] valid_0's poisson: -109.539
[78] valid_0's poisson: -109.539
[79] valid_0's poisson: -109.529
[80] valid_0's poisson: -109.53
[81] valid_0's poisson: -109.539
[82] valid_0's poisson: -109.541
[83] valid_0's poisson: -109.546
[84] valid_0's poisson: -109.554
[85] valid_0's poisson: -109.557
[86] valid_0's poisson: -109.557
[87] valid_0's poisson: -109.559
[88] valid_0's poisson: -109.561
[89] valid_0's poisson: -109.56
[90] valid_0's poisson: -109.556
[91] valid_0's poisson: -109.558
[92] valid_0's poisson: -109.558
[93] valid_0's poisson: -109.559
[94] valid_0's poisson: -109.557
[95] valid_0's poisson: -109.561
[96] valid_0's poisson: -109.56
[97] valid_0's poisson: -109.563
[98] valid_0's poisson: -109.56
[99] valid_0's poisson: -109.559
[100] valid_0's poisson: -109.562
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -99.8462
[2] valid_0's poisson: -102.694
[3] valid_0's poisson: -104.772
[4] valid_0's poisson: -105.871
[5] valid_0's poisson: -106.598
[6] valid_0's poisson: -107.06
[7] valid_0's poisson: -107.507
[8] valid_0's poisson: -107.722
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.009
[11] valid_0's poisson: -108.178
[12] valid_0's poisson: -108.288
[13] valid_0's poisson: -108.386
[14] valid_0's poisson: -108.442
[15] valid_0's poisson: -108.518
[16] valid_0's poisson: -108.531
[17] valid_0's poisson: -108.615
[18] valid_0's poisson: -108.723
[19] valid_0's poisson: -108.804
[20] valid_0's poisson: -108.812
[21] valid_0's poisson: -108.833
[22] valid_0's poisson: -108.914
[23] valid_0's poisson: -108.933
[24] valid_0's poisson: -108.975
[25] valid_0's poisson: -108.982
[26] valid_0's poisson: -108.994
[27] valid_0's poisson: -109
[28] valid_0's poisson: -109.085
[29] valid_0's poisson: -109.121
[30] valid_0's poisson: -109.143
[31] valid_0's poisson: -109.152
[32] valid_0's poisson: -109.161
[33] valid_0's poisson: -109.172
[34] valid_0's poisson: -109.189
[35] valid_0's poisson: -109.198
[36] valid_0's poisson: -109.238
[37] valid_0's poisson: -109.247
[38] valid_0's poisson: -109.26
[39] valid_0's poisson: -109.275
[40] valid_0's poisson: -109.28
[41] valid_0's poisson: -109.288
[42] valid_0's poisson: -109.288
[43] valid_0's poisson: -109.292
[44] valid_0's poisson: -109.315
[45] valid_0's poisson: -109.321
[46] valid_0's poisson: -109.33
[47] valid_0's poisson: -109.338
[48] valid_0's poisson: -109.343
[49] valid_0's poisson: -109.364
[50] valid_0's poisson: -109.372
[51] valid_0's poisson: -109.372
[52] valid_0's poisson: -109.375
[53] valid_0's poisson: -109.378
[54] valid_0's poisson: -109.393
[55] valid_0's poisson: -109.398
[56] valid_0's poisson: -109.415
[57] valid_0's poisson: -109.417
[58] valid_0's poisson: -109.428
[59] valid_0's poisson: -109.427
[60] valid_0's poisson: -109.426
[61] valid_0's poisson: -109.428
[62] valid_0's poisson: -109.426
[63] valid_0's poisson: -109.432
[64] valid_0's poisson: -109.429
[65] valid_0's poisson: -109.438
[66] valid_0's poisson: -109.442
[67] valid_0's poisson: -109.448
[68] valid_0's poisson: -109.445
[69] valid_0's poisson: -109.443
[70] valid_0's poisson: -109.457
[71] valid_0's poisson: -109.46
[72] valid_0's poisson: -109.463
[73] valid_0's poisson: -109.465
[74] valid_0's poisson: -109.464
[75] valid_0's poisson: -109.466
[76] valid_0's poisson: -109.47
[77] valid_0's poisson: -109.466
[78] valid_0's poisson: -109.465
[79] valid_0's poisson: -109.484
[80] valid_0's poisson: -109.502
[81] valid_0's poisson: -109.501
[82] valid_0's poisson: -109.505
[83] valid_0's poisson: -109.51
[84] valid_0's poisson: -109.512
[85] valid_0's poisson: -109.513
[86] valid_0's poisson: -109.516
[87] valid_0's poisson: -109.518
[88] valid_0's poisson: -109.521
[89] valid_0's poisson: -109.517
[90] valid_0's poisson: -109.516
[91] valid_0's poisson: -109.527
[92] valid_0's poisson: -109.531
[93] valid_0's poisson: -109.531
[94] valid_0's poisson: -109.539
[95] valid_0's poisson: -109.539
[96] valid_0's poisson: -109.545
[97] valid_0's poisson: -109.555
[98] valid_0's poisson: -109.555
[99] valid_0's poisson: -109.558
[100] valid_0's poisson: -109.556
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -99.989
[2] valid_0's poisson: -103.127
[3] valid_0's poisson: -104.849
[4] valid_0's poisson: -105.815
[5] valid_0's poisson: -106.458
[6] valid_0's poisson: -106.921
[7] valid_0's poisson: -107.183
[8] valid_0's poisson: -107.334
[9] valid_0's poisson: -107.437
[10] valid_0's poisson: -107.636
[11] valid_0's poisson: -108.245
[12] valid_0's poisson: -108.474
[13] valid_0's poisson: -108.558
[14] valid_0's poisson: -108.596
[15] valid_0's poisson: -108.662
[16] valid_0's poisson: -108.718
[17] valid_0's poisson: -108.757
[18] valid_0's poisson: -108.845
[19] valid_0's poisson: -108.92
[20] valid_0's poisson: -108.934
[21] valid_0's poisson: -108.955
[22] valid_0's poisson: -109.004
[23] valid_0's poisson: -109.058
[24] valid_0's poisson: -109.088
[25] valid_0's poisson: -109.09
[26] valid_0's poisson: -109.112
[27] valid_0's poisson: -109.123
[28] valid_0's poisson: -109.158
[29] valid_0's poisson: -109.158
[30] valid_0's poisson: -109.213
[31] valid_0's poisson: -109.217
[32] valid_0's poisson: -109.226
[33] valid_0's poisson: -109.253
[34] valid_0's poisson: -109.268
[35] valid_0's poisson: -109.282
[36] valid_0's poisson: -109.296
[37] valid_0's poisson: -109.299
[38] valid_0's poisson: -109.297
[39] valid_0's poisson: -109.298
[40] valid_0's poisson: -109.298
[41] valid_0's poisson: -109.312
[42] valid_0's poisson: -109.319
[43] valid_0's poisson: -109.316
[44] valid_0's poisson: -109.319
[45] valid_0's poisson: -109.36
[46] valid_0's poisson: -109.358
[47] valid_0's poisson: -109.359
[48] valid_0's poisson: -109.369
[49] valid_0's poisson: -109.371
[50] valid_0's poisson: -109.374
[51] valid_0's poisson: -109.378
[52] valid_0's poisson: -109.377
[53] valid_0's poisson: -109.383
[54] valid_0's poisson: -109.378
[55] valid_0's poisson: -109.387
[56] valid_0's poisson: -109.392
[57] valid_0's poisson: -109.406
[58] valid_0's poisson: -109.408
[59] valid_0's poisson: -109.402
[60] valid_0's poisson: -109.402
[61] valid_0's poisson: -109.406
[62] valid_0's poisson: -109.409
[63] valid_0's poisson: -109.412
[64] valid_0's poisson: -109.42
[65] valid_0's poisson: -109.426
[66] valid_0's poisson: -109.425
[67] valid_0's poisson: -109.428
[68] valid_0's poisson: -109.425
[69] valid_0's poisson: -109.433
[70] valid_0's poisson: -109.441
[71] valid_0's poisson: -109.439
[72] valid_0's poisson: -109.472
[73] valid_0's poisson: -109.469
[74] valid_0's poisson: -109.475
[75] valid_0's poisson: -109.478
[76] valid_0's poisson: -109.485
[77] valid_0's poisson: -109.487
[78] valid_0's poisson: -109.483
[79] valid_0's poisson: -109.481
[80] valid_0's poisson: -109.489
[81] valid_0's poisson: -109.492
[82] valid_0's poisson: -109.502
[83] valid_0's poisson: -109.51
[84] valid_0's poisson: -109.517
[85] valid_0's poisson: -109.516
[86] valid_0's poisson: -109.52
[87] valid_0's poisson: -109.524
[88] valid_0's poisson: -109.523
[89] valid_0's poisson: -109.523
[90] valid_0's poisson: -109.524
[91] valid_0's poisson: -109.52
[92] valid_0's poisson: -109.517
[93] valid_0's poisson: -109.516
[94] valid_0's poisson: -109.523
[95] valid_0's poisson: -109.521
[96] valid_0's poisson: -109.519
[97] valid_0's poisson: -109.527
[98] valid_0's poisson: -109.532
[99] valid_0's poisson: -109.532
[100] valid_0's poisson: -109.537
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.013
[2] valid_0's poisson: -103.203
[3] valid_0's poisson: -104.867
[4] valid_0's poisson: -105.841
[5] valid_0's poisson: -106.436
[6] valid_0's poisson: -106.808
[7] valid_0's poisson: -107.522
[8] valid_0's poisson: -107.814
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.225
[11] valid_0's poisson: -108.304
[12] valid_0's poisson: -108.381
[13] valid_0's poisson: -108.477
[14] valid_0's poisson: -108.509
[15] valid_0's poisson: -108.664
[16] valid_0's poisson: -108.735
[17] valid_0's poisson: -108.804
[18] valid_0's poisson: -108.823
[19] valid_0's poisson: -108.866
[20] valid_0's poisson: -108.937
[21] valid_0's poisson: -108.972
[22] valid_0's poisson: -108.977
[23] valid_0's poisson: -108.988
[24] valid_0's poisson: -109.009
[25] valid_0's poisson: -109.033
[26] valid_0's poisson: -109.042
[27] valid_0's poisson: -109.048
[28] valid_0's poisson: -109.072
[29] valid_0's poisson: -109.115
[30] valid_0's poisson: -109.128
[31] valid_0's poisson: -109.145
[32] valid_0's poisson: -109.146
[33] valid_0's poisson: -109.163
[34] valid_0's poisson: -109.176
[35] valid_0's poisson: -109.216
[36] valid_0's poisson: -109.252
[37] valid_0's poisson: -109.268
[38] valid_0's poisson: -109.276
[39] valid_0's poisson: -109.293
[40] valid_0's poisson: -109.297
[41] valid_0's poisson: -109.303
[42] valid_0's poisson: -109.307
[43] valid_0's poisson: -109.304
[44] valid_0's poisson: -109.309
[45] valid_0's poisson: -109.328
[46] valid_0's poisson: -109.343
[47] valid_0's poisson: -109.377
[48] valid_0's poisson: -109.382
[49] valid_0's poisson: -109.384
[50] valid_0's poisson: -109.386
[51] valid_0's poisson: -109.39
[52] valid_0's poisson: -109.385
[53] valid_0's poisson: -109.391
[54] valid_0's poisson: -109.394
[55] valid_0's poisson: -109.398
[56] valid_0's poisson: -109.4
[57] valid_0's poisson: -109.405
[58] valid_0's poisson: -109.418
[59] valid_0's poisson: -109.441
[60] valid_0's poisson: -109.45
[61] valid_0's poisson: -109.461
[62] valid_0's poisson: -109.466
[63] valid_0's poisson: -109.466
[64] valid_0's poisson: -109.472
[65] valid_0's poisson: -109.472
[66] valid_0's poisson: -109.479
[67] valid_0's poisson: -109.482
[68] valid_0's poisson: -109.476
[69] valid_0's poisson: -109.474
[70] valid_0's poisson: -109.474
[71] valid_0's poisson: -109.482
[72] valid_0's poisson: -109.485
[73] valid_0's poisson: -109.485
[74] valid_0's poisson: -109.486
[75] valid_0's poisson: -109.493
[76] valid_0's poisson: -109.485
[77] valid_0's poisson: -109.479
[78] valid_0's poisson: -109.478
[79] valid_0's poisson: -109.479
[80] valid_0's poisson: -109.482
[81] valid_0's poisson: -109.48
[82] valid_0's poisson: -109.486
[83] valid_0's poisson: -109.488
[84] valid_0's poisson: -109.489
[85] valid_0's poisson: -109.494
[86] valid_0's poisson: -109.493
[87] valid_0's poisson: -109.502
[88] valid_0's poisson: -109.504
[89] valid_0's poisson: -109.507
[90] valid_0's poisson: -109.506
[91] valid_0's poisson: -109.499
[92] valid_0's poisson: -109.5
[93] valid_0's poisson: -109.513
[94] valid_0's poisson: -109.507
[95] valid_0's poisson: -109.508
[96] valid_0's poisson: -109.508
[97] valid_0's poisson: -109.507
[98] valid_0's poisson: -109.51
[99] valid_0's poisson: -109.51
[100] valid_0's poisson: -109.513
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.006
[2] valid_0's poisson: -103.183
[3] valid_0's poisson: -104.915
[4] valid_0's poisson: -105.848
[5] valid_0's poisson: -106.835
[6] valid_0's poisson: -107.238
[7] valid_0's poisson: -107.458
[8] valid_0's poisson: -107.669
[9] valid_0's poisson: -107.759
[10] valid_0's poisson: -107.892
[11] valid_0's poisson: -108.092
[12] valid_0's poisson: -108.217
[13] valid_0's poisson: -108.421
[14] valid_0's poisson: -108.542
[15] valid_0's poisson: -108.613
[16] valid_0's poisson: -108.672
[17] valid_0's poisson: -108.712
[18] valid_0's poisson: -108.791
[19] valid_0's poisson: -108.856
[20] valid_0's poisson: -108.891
[21] valid_0's poisson: -108.944
[22] valid_0's poisson: -108.988
[23] valid_0's poisson: -109.021
[24] valid_0's poisson: -109.032
[25] valid_0's poisson: -109.059
[26] valid_0's poisson: -109.085
[27] valid_0's poisson: -109.093
[28] valid_0's poisson: -109.101
[29] valid_0's poisson: -109.119
[30] valid_0's poisson: -109.121
[31] valid_0's poisson: -109.131
[32] valid_0's poisson: -109.146
[33] valid_0's poisson: -109.165
[34] valid_0's poisson: -109.164
[35] valid_0's poisson: -109.176
[36] valid_0's poisson: -109.186
[37] valid_0's poisson: -109.207
[38] valid_0's poisson: -109.208
[39] valid_0's poisson: -109.226
[40] valid_0's poisson: -109.227
[41] valid_0's poisson: -109.243
[42] valid_0's poisson: -109.262
[43] valid_0's poisson: -109.283
[44] valid_0's poisson: -109.288
[45] valid_0's poisson: -109.292
[46] valid_0's poisson: -109.298
[47] valid_0's poisson: -109.294
[48] valid_0's poisson: -109.297
[49] valid_0's poisson: -109.308
[50] valid_0's poisson: -109.324
[51] valid_0's poisson: -109.322
[52] valid_0's poisson: -109.327
[53] valid_0's poisson: -109.328
[54] valid_0's poisson: -109.328
[55] valid_0's poisson: -109.333
[56] valid_0's poisson: -109.332
[57] valid_0's poisson: -109.333
[58] valid_0's poisson: -109.334
[59] valid_0's poisson: -109.367
[60] valid_0's poisson: -109.377
[61] valid_0's poisson: -109.376
[62] valid_0's poisson: -109.374
[63] valid_0's poisson: -109.401
[64] valid_0's poisson: -109.402
[65] valid_0's poisson: -109.405
[66] valid_0's poisson: -109.419
[67] valid_0's poisson: -109.421
[68] valid_0's poisson: -109.425
[69] valid_0's poisson: -109.429
[70] valid_0's poisson: -109.446
[71] valid_0's poisson: -109.447
[72] valid_0's poisson: -109.447
[73] valid_0's poisson: -109.451
[74] valid_0's poisson: -109.453
[75] valid_0's poisson: -109.452
[76] valid_0's poisson: -109.449
[77] valid_0's poisson: -109.457
[78] valid_0's poisson: -109.456
[79] valid_0's poisson: -109.455
[80] valid_0's poisson: -109.457
[81] valid_0's poisson: -109.461
[82] valid_0's poisson: -109.464
[83] valid_0's poisson: -109.468
[84] valid_0's poisson: -109.469
[85] valid_0's poisson: -109.467
[86] valid_0's poisson: -109.477
[87] valid_0's poisson: -109.482
[88] valid_0's poisson: -109.486
[89] valid_0's poisson: -109.491
[90] valid_0's poisson: -109.494
[91] valid_0's poisson: -109.494
[92] valid_0's poisson: -109.5
[93] valid_0's poisson: -109.496
[94] valid_0's poisson: -109.491
[95] valid_0's poisson: -109.499
[96] valid_0's poisson: -109.5
[97] valid_0's poisson: -109.502
[98] valid_0's poisson: -109.501
[99] valid_0's poisson: -109.501
[100] valid_0's poisson: -109.503
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -88.2271
[2] valid_0's poisson: -89.178
[3] valid_0's poisson: -90.0496
[4] valid_0's poisson: -90.8407
[5] valid_0's poisson: -91.5813
[6] valid_0's poisson: -92.2585
[7] valid_0's poisson: -92.8885
[8] valid_0's poisson: -93.4805
[9] valid_0's poisson: -94.0337
[10] valid_0's poisson: -94.5447
[11] valid_0's poisson: -95.0311
[12] valid_0's poisson: -95.5126
[13] valid_0's poisson: -95.9503
[14] valid_0's poisson: -96.4249
[15] valid_0's poisson: -96.8414
[16] valid_0's poisson: -97.258
[17] valid_0's poisson: -97.6197
[18] valid_0's poisson: -97.9729
[19] valid_0's poisson: -98.3476
[20] valid_0's poisson: -98.6699
[21] valid_0's poisson: -98.9684
[22] valid_0's poisson: -99.2502
[23] valid_0's poisson: -99.5273
[24] valid_0's poisson: -99.7938
[25] valid_0's poisson: -100.048
[26] valid_0's poisson: -100.347
[27] valid_0's poisson: -100.584
[28] valid_0's poisson: -100.845
[29] valid_0's poisson: -101.067
[30] valid_0's poisson: -101.277
[31] valid_0's poisson: -101.469
[32] valid_0's poisson: -101.662
[33] valid_0's poisson: -101.888
[34] valid_0's poisson: -102.07
[35] valid_0's poisson: -102.27
[36] valid_0's poisson: -102.439
[37] valid_0's poisson: -102.597
[38] valid_0's poisson: -102.783
[39] valid_0's poisson: -102.932
[40] valid_0's poisson: -103.076
[41] valid_0's poisson: -103.214
[42] valid_0's poisson: -103.377
[43] valid_0's poisson: -103.524
[44] valid_0's poisson: -103.647
[45] valid_0's poisson: -103.788
[46] valid_0's poisson: -103.911
[47] valid_0's poisson: -104.025
[48] valid_0's poisson: -104.136
[49] valid_0's poisson: -104.246
[50] valid_0's poisson: -104.348
[51] valid_0's poisson: -104.452
[52] valid_0's poisson: -104.551
[53] valid_0's poisson: -104.659
[54] valid_0's poisson: -104.751
[55] valid_0's poisson: -104.842
[56] valid_0's poisson: -104.928
[57] valid_0's poisson: -105.011
[58] valid_0's poisson: -105.091
[59] valid_0's poisson: -105.188
[60] valid_0's poisson: -105.271
[61] valid_0's poisson: -105.36
[62] valid_0's poisson: -105.434
[63] valid_0's poisson: -105.503
[64] valid_0's poisson: -105.572
[65] valid_0's poisson: -105.651
[66] valid_0's poisson: -105.716
[67] valid_0's poisson: -105.787
[68] valid_0's poisson: -105.845
[69] valid_0's poisson: -105.909
[70] valid_0's poisson: -105.974
[71] valid_0's poisson: -106.041
[72] valid_0's poisson: -106.095
[73] valid_0's poisson: -106.148
[74] valid_0's poisson: -106.201
[75] valid_0's poisson: -106.25
[76] valid_0's poisson: -106.311
[77] valid_0's poisson: -106.367
[78] valid_0's poisson: -106.411
[79] valid_0's poisson: -106.463
[80] valid_0's poisson: -106.508
[81] valid_0's poisson: -106.55
[82] valid_0's poisson: -106.592
[83] valid_0's poisson: -106.634
[84] valid_0's poisson: -106.683
[85] valid_0's poisson: -106.728
[86] valid_0's poisson: -106.773
[87] valid_0's poisson: -106.811
[88] valid_0's poisson: -106.846
[89] valid_0's poisson: -106.883
[90] valid_0's poisson: -106.915
[91] valid_0's poisson: -106.95
[92] valid_0's poisson: -106.987
[93] valid_0's poisson: -107.023
[94] valid_0's poisson: -107.054
[95] valid_0's poisson: -107.088
[96] valid_0's poisson: -107.118
[97] valid_0's poisson: -107.146
[98] valid_0's poisson: -107.178
[99] valid_0's poisson: -107.206
[100] valid_0's poisson: -107.239
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -88.2257
[2] valid_0's poisson: -89.2094
[3] valid_0's poisson: -90.0981
[4] valid_0's poisson: -90.91
[5] valid_0's poisson: -91.6532
[6] valid_0's poisson: -92.3541
[7] valid_0's poisson: -92.9882
[8] valid_0's poisson: -93.5805
[9] valid_0's poisson: -94.1355
[10] valid_0's poisson: -94.6538
[11] valid_0's poisson: -95.1397
[12] valid_0's poisson: -95.6186
[13] valid_0's poisson: -96.0925
[14] valid_0's poisson: -96.5137
[15] valid_0's poisson: -96.9139
[16] valid_0's poisson: -97.3455
[17] valid_0's poisson: -97.716
[18] valid_0's poisson: -98.0548
[19] valid_0's poisson: -98.3889
[20] valid_0's poisson: -98.7097
[21] valid_0's poisson: -99.059
[22] valid_0's poisson: -99.3549
[23] valid_0's poisson: -99.6238
[24] valid_0's poisson: -99.8919
[25] valid_0's poisson: -100.148
[26] valid_0's poisson: -100.393
[27] valid_0's poisson: -100.682
[28] valid_0's poisson: -100.908
[29] valid_0's poisson: -101.116
[30] valid_0's poisson: -101.361
[31] valid_0's poisson: -101.564
[32] valid_0's poisson: -101.759
[33] valid_0's poisson: -101.977
[34] valid_0's poisson: -102.155
[35] valid_0's poisson: -102.324
[36] valid_0's poisson: -102.484
[37] valid_0's poisson: -102.651
[38] valid_0's poisson: -102.84
[39] valid_0's poisson: -103.016
[40] valid_0's poisson: -103.161
[41] valid_0's poisson: -103.3
[42] valid_0's poisson: -103.452
[43] valid_0's poisson: -103.58
[44] valid_0's poisson: -103.727
[45] valid_0's poisson: -103.846
[46] valid_0's poisson: -103.961
[47] valid_0's poisson: -104.085
[48] valid_0's poisson: -104.213
[49] valid_0's poisson: -104.32
[50] valid_0's poisson: -104.425
[51] valid_0's poisson: -104.525
[52] valid_0's poisson: -104.625
[53] valid_0's poisson: -104.719
[54] valid_0's poisson: -104.823
[55] valid_0's poisson: -104.909
[56] valid_0's poisson: -104.997
[57] valid_0's poisson: -105.084
[58] valid_0's poisson: -105.165
[59] valid_0's poisson: -105.244
[60] valid_0's poisson: -105.326
[61] valid_0's poisson: -105.401
[62] valid_0's poisson: -105.474
[63] valid_0's poisson: -105.543
[64] valid_0's poisson: -105.608
[65] valid_0's poisson: -105.67
[66] valid_0's poisson: -105.733
[67] valid_0's poisson: -105.811
[68] valid_0's poisson: -105.871
[69] valid_0's poisson: -105.926
[70] valid_0's poisson: -105.986
[71] valid_0's poisson: -106.052
[72] valid_0's poisson: -106.106
[73] valid_0's poisson: -106.16
[74] valid_0's poisson: -106.21
[75] valid_0's poisson: -106.274
[76] valid_0's poisson: -106.327
[77] valid_0's poisson: -106.373
[78] valid_0's poisson: -106.42
[79] valid_0's poisson: -106.477
[80] valid_0's poisson: -106.518
[81] valid_0's poisson: -106.569
[82] valid_0's poisson: -106.609
[83] valid_0's poisson: -106.651
[84] valid_0's poisson: -106.7
[85] valid_0's poisson: -106.735
[86] valid_0's poisson: -106.771
[87] valid_0's poisson: -106.812
[88] valid_0's poisson: -106.853
[89] valid_0's poisson: -106.89
[90] valid_0's poisson: -106.926
[91] valid_0's poisson: -106.966
[92] valid_0's poisson: -107.003
[93] valid_0's poisson: -107.041
[94] valid_0's poisson: -107.073
[95] valid_0's poisson: -107.101
[96] valid_0's poisson: -107.132
[97] valid_0's poisson: -107.16
[98] valid_0's poisson: -107.19
[99] valid_0's poisson: -107.22
[100] valid_0's poisson: -107.248
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -88.2513
[2] valid_0's poisson: -89.2197
[3] valid_0's poisson: -90.1014
[4] valid_0's poisson: -90.9121
[5] valid_0's poisson: -91.6573
[6] valid_0's poisson: -92.3441
[7] valid_0's poisson: -92.9822
[8] valid_0's poisson: -93.5734
[9] valid_0's poisson: -94.1467
[10] valid_0's poisson: -94.67
[11] valid_0's poisson: -95.156
[12] valid_0's poisson: -95.6384
[13] valid_0's poisson: -96.0966
[14] valid_0's poisson: -96.5191
[15] valid_0's poisson: -96.9368
[16] valid_0's poisson: -97.3621
[17] valid_0's poisson: -97.7373
[18] valid_0's poisson: -98.1188
[19] valid_0's poisson: -98.4443
[20] valid_0's poisson: -98.7645
[21] valid_0's poisson: -99.069
[22] valid_0's poisson: -99.3897
[23] valid_0's poisson: -99.6787
[24] valid_0's poisson: -99.9388
[25] valid_0's poisson: -100.201
[26] valid_0's poisson: -100.444
[27] valid_0's poisson: -100.681
[28] valid_0's poisson: -100.9
[29] valid_0's poisson: -101.116
[30] valid_0's poisson: -101.355
[31] valid_0's poisson: -101.558
[32] valid_0's poisson: -101.777
[33] valid_0's poisson: -101.964
[34] valid_0's poisson: -102.143
[35] valid_0's poisson: -102.337
[36] valid_0's poisson: -102.506
[37] valid_0's poisson: -102.659
[38] valid_0's poisson: -102.811
[39] valid_0's poisson: -102.986
[40] valid_0's poisson: -103.132
[41] valid_0's poisson: -103.271
[42] valid_0's poisson: -103.42
[43] valid_0's poisson: -103.549
[44] valid_0's poisson: -103.666
[45] valid_0's poisson: -103.808
[46] valid_0's poisson: -103.933
[47] valid_0's poisson: -104.046
[48] valid_0's poisson: -104.168
[49] valid_0's poisson: -104.275
[50] valid_0's poisson: -104.382
[51] valid_0's poisson: -104.485
[52] valid_0's poisson: -104.59
[53] valid_0's poisson: -104.687
[54] valid_0's poisson: -104.779
[55] valid_0's poisson: -104.867
[56] valid_0's poisson: -104.956
[57] valid_0's poisson: -105.039
[58] valid_0's poisson: -105.119
[59] valid_0's poisson: -105.207
[60] valid_0's poisson: -105.285
[61] valid_0's poisson: -105.36
[62] valid_0's poisson: -105.439
[63] valid_0's poisson: -105.509
[64] valid_0's poisson: -105.576
[65] valid_0's poisson: -105.654
[66] valid_0's poisson: -105.719
[67] valid_0's poisson: -105.782
[68] valid_0's poisson: -105.846
[69] valid_0's poisson: -105.906
[70] valid_0's poisson: -105.961
[71] valid_0's poisson: -106.018
[72] valid_0's poisson: -106.085
[73] valid_0's poisson: -106.139
[74] valid_0's poisson: -106.2
[75] valid_0's poisson: -106.251
[76] valid_0's poisson: -106.308
[77] valid_0's poisson: -106.358
[78] valid_0's poisson: -106.405
[79] valid_0's poisson: -106.456
[80] valid_0's poisson: -106.5
[81] valid_0's poisson: -106.544
[82] valid_0's poisson: -106.597
[83] valid_0's poisson: -106.634
[84] valid_0's poisson: -106.68
[85] valid_0's poisson: -106.727
[86] valid_0's poisson: -106.769
[87] valid_0's poisson: -106.804
[88] valid_0's poisson: -106.841
[89] valid_0's poisson: -106.879
[90] valid_0's poisson: -106.912
[91] valid_0's poisson: -106.947
[92] valid_0's poisson: -106.984
[93] valid_0's poisson: -107.019
[94] valid_0's poisson: -107.052
[95] valid_0's poisson: -107.084
[96] valid_0's poisson: -107.117
[97] valid_0's poisson: -107.148
[98] valid_0's poisson: -107.176
[99] valid_0's poisson: -107.209
[100] valid_0's poisson: -107.236
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -88.2488
[2] valid_0's poisson: -89.1998
[3] valid_0's poisson: -90.0839
[4] valid_0's poisson: -90.8945
[5] valid_0's poisson: -91.6347
[6] valid_0's poisson: -92.3307
[7] valid_0's poisson: -92.9676
[8] valid_0's poisson: -93.5547
[9] valid_0's poisson: -94.109
[10] valid_0's poisson: -94.6249
[11] valid_0's poisson: -95.1066
[12] valid_0's poisson: -95.5728
[13] valid_0's poisson: -96.0668
[14] valid_0's poisson: -96.5071
[15] valid_0's poisson: -96.9388
[16] valid_0's poisson: -97.3214
[17] valid_0's poisson: -97.6984
[18] valid_0's poisson: -98.0894
[19] valid_0's poisson: -98.419
[20] valid_0's poisson: -98.7437
[21] valid_0's poisson: -99.0801
[22] valid_0's poisson: -99.3804
[23] valid_0's poisson: -99.6568
[24] valid_0's poisson: -99.9166
[25] valid_0's poisson: -100.18
[26] valid_0's poisson: -100.425
[27] valid_0's poisson: -100.708
[28] valid_0's poisson: -100.937
[29] valid_0's poisson: -101.158
[30] valid_0's poisson: -101.362
[31] valid_0's poisson: -101.602
[32] valid_0's poisson: -101.8
[33] valid_0's poisson: -101.987
[34] valid_0's poisson: -102.19
[35] valid_0's poisson: -102.365
[36] valid_0's poisson: -102.533
[37] valid_0's poisson: -102.69
[38] valid_0's poisson: -102.875
[39] valid_0's poisson: -103.024
[40] valid_0's poisson: -103.164
[41] valid_0's poisson: -103.321
[42] valid_0's poisson: -103.447
[43] valid_0's poisson: -103.575
[44] valid_0's poisson: -103.714
[45] valid_0's poisson: -103.835
[46] valid_0's poisson: -103.971
[47] valid_0's poisson: -104.101
[48] valid_0's poisson: -104.212
[49] valid_0's poisson: -104.322
[50] valid_0's poisson: -104.427
[51] valid_0's poisson: -104.533
[52] valid_0's poisson: -104.631
[53] valid_0's poisson: -104.726
[54] valid_0's poisson: -104.816
[55] valid_0's poisson: -104.912
[56] valid_0's poisson: -104.998
[57] valid_0's poisson: -105.084
[58] valid_0's poisson: -105.167
[59] valid_0's poisson: -105.246
[60] valid_0's poisson: -105.322
[61] valid_0's poisson: -105.398
[62] valid_0's poisson: -105.481
[63] valid_0's poisson: -105.551
[64] valid_0's poisson: -105.621
[65] valid_0's poisson: -105.697
[66] valid_0's poisson: -105.762
[67] valid_0's poisson: -105.82
[68] valid_0's poisson: -105.883
[69] valid_0's poisson: -105.956
[70] valid_0's poisson: -106.014
[71] valid_0's poisson: -106.08
[72] valid_0's poisson: -106.132
[73] valid_0's poisson: -106.187
[74] valid_0's poisson: -106.244
[75] valid_0's poisson: -106.306
[76] valid_0's poisson: -106.355
[77] valid_0's poisson: -106.409
[78] valid_0's poisson: -106.454
[79] valid_0's poisson: -106.503
[80] valid_0's poisson: -106.549
[81] valid_0's poisson: -106.595
[82] valid_0's poisson: -106.646
[83] valid_0's poisson: -106.685
[84] valid_0's poisson: -106.726
[85] valid_0's poisson: -106.769
[86] valid_0's poisson: -106.806
[87] valid_0's poisson: -106.845
[88] valid_0's poisson: -106.886
[89] valid_0's poisson: -106.922
[90] valid_0's poisson: -106.956
[91] valid_0's poisson: -106.989
[92] valid_0's poisson: -107.02
[93] valid_0's poisson: -107.052
[94] valid_0's poisson: -107.086
[95] valid_0's poisson: -107.12
[96] valid_0's poisson: -107.15
[97] valid_0's poisson: -107.184
[98] valid_0's poisson: -107.21
[99] valid_0's poisson: -107.237
[100] valid_0's poisson: -107.269
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -88.2275
[2] valid_0's poisson: -89.1854
[3] valid_0's poisson: -90.0546
[4] valid_0's poisson: -90.8514
[5] valid_0's poisson: -91.5802
[6] valid_0's poisson: -92.2674
[7] valid_0's poisson: -92.8954
[8] valid_0's poisson: -93.4881
[9] valid_0's poisson: -94.0356
[10] valid_0's poisson: -94.5912
[11] valid_0's poisson: -95.0874
[12] valid_0's poisson: -95.5464
[13] valid_0's poisson: -95.9827
[14] valid_0's poisson: -96.4013
[15] valid_0's poisson: -96.8565
[16] valid_0's poisson: -97.2542
[17] valid_0's poisson: -97.6627
[18] valid_0's poisson: -98.022
[19] valid_0's poisson: -98.3825
[20] valid_0's poisson: -98.6972
[21] valid_0's poisson: -99.0123
[22] valid_0's poisson: -99.304
[23] valid_0's poisson: -99.5757
[24] valid_0's poisson: -99.8438
[25] valid_0's poisson: -100.153
[26] valid_0's poisson: -100.405
[27] valid_0's poisson: -100.632
[28] valid_0's poisson: -100.856
[29] valid_0's poisson: -101.077
[30] valid_0's poisson: -101.284
[31] valid_0's poisson: -101.532
[32] valid_0's poisson: -101.728
[33] valid_0's poisson: -101.914
[34] valid_0's poisson: -102.133
[35] valid_0's poisson: -102.306
[36] valid_0's poisson: -102.466
[37] valid_0's poisson: -102.655
[38] valid_0's poisson: -102.807
[39] valid_0's poisson: -102.954
[40] valid_0's poisson: -103.121
[41] valid_0's poisson: -103.26
[42] valid_0's poisson: -103.389
[43] valid_0's poisson: -103.544
[44] valid_0's poisson: -103.668
[45] valid_0's poisson: -103.811
[46] valid_0's poisson: -103.928
[47] valid_0's poisson: -104.04
[48] valid_0's poisson: -104.163
[49] valid_0's poisson: -104.273
[50] valid_0's poisson: -104.38
[51] valid_0's poisson: -104.481
[52] valid_0's poisson: -104.589
[53] valid_0's poisson: -104.683
[54] valid_0's poisson: -104.788
[55] valid_0's poisson: -104.882
[56] valid_0's poisson: -104.969
[57] valid_0's poisson: -105.056
[58] valid_0's poisson: -105.14
[59] valid_0's poisson: -105.217
[60] valid_0's poisson: -105.294
[61] valid_0's poisson: -105.368
[62] valid_0's poisson: -105.457
[63] valid_0's poisson: -105.529
[64] valid_0's poisson: -105.599
[65] valid_0's poisson: -105.669
[66] valid_0's poisson: -105.748
[67] valid_0's poisson: -105.811
[68] valid_0's poisson: -105.884
[69] valid_0's poisson: -105.944
[70] valid_0's poisson: -106.01
[71] valid_0's poisson: -106.063
[72] valid_0's poisson: -106.121
[73] valid_0's poisson: -106.173
[74] valid_0's poisson: -106.227
[75] valid_0's poisson: -106.288
[76] valid_0's poisson: -106.335
[77] valid_0's poisson: -106.393
[78] valid_0's poisson: -106.437
[79] valid_0's poisson: -106.485
[80] valid_0's poisson: -106.538
[81] valid_0's poisson: -106.58
[82] valid_0's poisson: -106.618
[83] valid_0's poisson: -106.666
[84] valid_0's poisson: -106.709
[85] valid_0's poisson: -106.751
[86] valid_0's poisson: -106.787
[87] valid_0's poisson: -106.826
[88] valid_0's poisson: -106.866
[89] valid_0's poisson: -106.9
[90] valid_0's poisson: -106.931
[91] valid_0's poisson: -106.969
[92] valid_0's poisson: -107.003
[93] valid_0's poisson: -107.034
[94] valid_0's poisson: -107.065
[95] valid_0's poisson: -107.098
[96] valid_0's poisson: -107.132
[97] valid_0's poisson: -107.161
[98] valid_0's poisson: -107.191
[99] valid_0's poisson: -107.223
[100] valid_0's poisson: -107.251
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.01, learning_rate=0.0625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -92.6389
[2] valid_0's poisson: -95.9092
[3] valid_0's poisson: -98.2978
[4] valid_0's poisson: -100.095
[5] valid_0's poisson: -101.514
[6] valid_0's poisson: -102.681
[7] valid_0's poisson: -103.621
[8] valid_0's poisson: -104.409
[9] valid_0's poisson: -105.08
[10] valid_0's poisson: -105.64
[11] valid_0's poisson: -106.146
[12] valid_0's poisson: -106.568
[13] valid_0's poisson: -106.918
[14] valid_0's poisson: -107.218
[15] valid_0's poisson: -107.49
[16] valid_0's poisson: -107.699
[17] valid_0's poisson: -107.885
[18] valid_0's poisson: -108.061
[19] valid_0's poisson: -108.189
[20] valid_0's poisson: -108.337
[21] valid_0's poisson: -108.446
[22] valid_0's poisson: -108.537
[23] valid_0's poisson: -108.636
[24] valid_0's poisson: -108.714
[25] valid_0's poisson: -108.792
[26] valid_0's poisson: -108.847
[27] valid_0's poisson: -108.894
[28] valid_0's poisson: -108.941
[29] valid_0's poisson: -108.981
[30] valid_0's poisson: -109.014
[31] valid_0's poisson: -109.037
[32] valid_0's poisson: -109.085
[33] valid_0's poisson: -109.103
[34] valid_0's poisson: -109.136
[35] valid_0's poisson: -109.156
[36] valid_0's poisson: -109.189
[37] valid_0's poisson: -109.218
[38] valid_0's poisson: -109.225
[39] valid_0's poisson: -109.251
[40] valid_0's poisson: -109.263
[41] valid_0's poisson: -109.276
[42] valid_0's poisson: -109.296
[43] valid_0's poisson: -109.307
[44] valid_0's poisson: -109.325
[45] valid_0's poisson: -109.336
[46] valid_0's poisson: -109.349
[47] valid_0's poisson: -109.36
[48] valid_0's poisson: -109.383
[49] valid_0's poisson: -109.401
[50] valid_0's poisson: -109.404
[51] valid_0's poisson: -109.415
[52] valid_0's poisson: -109.423
[53] valid_0's poisson: -109.432
[54] valid_0's poisson: -109.444
[55] valid_0's poisson: -109.445
[56] valid_0's poisson: -109.458
[57] valid_0's poisson: -109.467
[58] valid_0's poisson: -109.475
[59] valid_0's poisson: -109.477
[60] valid_0's poisson: -109.481
[61] valid_0's poisson: -109.489
[62] valid_0's poisson: -109.493
[63] valid_0's poisson: -109.497
[64] valid_0's poisson: -109.498
[65] valid_0's poisson: -109.505
[66] valid_0's poisson: -109.517
[67] valid_0's poisson: -109.52
[68] valid_0's poisson: -109.524
[69] valid_0's poisson: -109.525
[70] valid_0's poisson: -109.531
[71] valid_0's poisson: -109.538
[72] valid_0's poisson: -109.545
[73] valid_0's poisson: -109.552
[74] valid_0's poisson: -109.552
[75] valid_0's poisson: -109.557
[76] valid_0's poisson: -109.564
[77] valid_0's poisson: -109.566
[78] valid_0's poisson: -109.568
[79] valid_0's poisson: -109.569
[80] valid_0's poisson: -109.576
[81] valid_0's poisson: -109.581
[82] valid_0's poisson: -109.582
[83] valid_0's poisson: -109.586
[84] valid_0's poisson: -109.59
[85] valid_0's poisson: -109.593
[86] valid_0's poisson: -109.594
[87] valid_0's poisson: -109.598
[88] valid_0's poisson: -109.602
[89] valid_0's poisson: -109.601
[90] valid_0's poisson: -109.602
[91] valid_0's poisson: -109.602
[92] valid_0's poisson: -109.604
[93] valid_0's poisson: -109.606
[94] valid_0's poisson: -109.605
[95] valid_0's poisson: -109.605
[96] valid_0's poisson: -109.61
[97] valid_0's poisson: -109.613
[98] valid_0's poisson: -109.615
[99] valid_0's poisson: -109.617
[100] valid_0's poisson: -109.617
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -92.6542
[2] valid_0's poisson: -96.0478
[3] valid_0's poisson: -98.4293
[4] valid_0's poisson: -100.235
[5] valid_0's poisson: -101.662
[6] valid_0's poisson: -102.806
[7] valid_0's poisson: -103.751
[8] valid_0's poisson: -104.518
[9] valid_0's poisson: -105.181
[10] valid_0's poisson: -105.734
[11] valid_0's poisson: -106.2
[12] valid_0's poisson: -106.607
[13] valid_0's poisson: -106.964
[14] valid_0's poisson: -107.28
[15] valid_0's poisson: -107.53
[16] valid_0's poisson: -107.746
[17] valid_0's poisson: -107.933
[18] valid_0's poisson: -108.105
[19] valid_0's poisson: -108.236
[20] valid_0's poisson: -108.36
[21] valid_0's poisson: -108.47
[22] valid_0's poisson: -108.585
[23] valid_0's poisson: -108.67
[24] valid_0's poisson: -108.74
[25] valid_0's poisson: -108.798
[26] valid_0's poisson: -108.861
[27] valid_0's poisson: -108.926
[28] valid_0's poisson: -108.965
[29] valid_0's poisson: -109.001
[30] valid_0's poisson: -109.041
[31] valid_0's poisson: -109.069
[32] valid_0's poisson: -109.085
[33] valid_0's poisson: -109.126
[34] valid_0's poisson: -109.159
[35] valid_0's poisson: -109.178
[36] valid_0's poisson: -109.194
[37] valid_0's poisson: -109.22
[38] valid_0's poisson: -109.226
[39] valid_0's poisson: -109.244
[40] valid_0's poisson: -109.273
[41] valid_0's poisson: -109.285
[42] valid_0's poisson: -109.297
[43] valid_0's poisson: -109.314
[44] valid_0's poisson: -109.337
[45] valid_0's poisson: -109.35
[46] valid_0's poisson: -109.36
[47] valid_0's poisson: -109.37
[48] valid_0's poisson: -109.376
[49] valid_0's poisson: -109.386
[50] valid_0's poisson: -109.4
[51] valid_0's poisson: -109.409
[52] valid_0's poisson: -109.412
[53] valid_0's poisson: -109.419
[54] valid_0's poisson: -109.431
[55] valid_0's poisson: -109.44
[56] valid_0's poisson: -109.45
[57] valid_0's poisson: -109.459
[58] valid_0's poisson: -109.461
[59] valid_0's poisson: -109.471
[60] valid_0's poisson: -109.476
[61] valid_0's poisson: -109.483
[62] valid_0's poisson: -109.49
[63] valid_0's poisson: -109.494
[64] valid_0's poisson: -109.496
[65] valid_0's poisson: -109.505
[66] valid_0's poisson: -109.512
[67] valid_0's poisson: -109.519
[68] valid_0's poisson: -109.522
[69] valid_0's poisson: -109.525
[70] valid_0's poisson: -109.529
[71] valid_0's poisson: -109.542
[72] valid_0's poisson: -109.548
[73] valid_0's poisson: -109.549
[74] valid_0's poisson: -109.552
[75] valid_0's poisson: -109.557
[76] valid_0's poisson: -109.561
[77] valid_0's poisson: -109.56
[78] valid_0's poisson: -109.561
[79] valid_0's poisson: -109.565
[80] valid_0's poisson: -109.569
[81] valid_0's poisson: -109.571
[82] valid_0's poisson: -109.574
[83] valid_0's poisson: -109.58
[84] valid_0's poisson: -109.581
[85] valid_0's poisson: -109.583
[86] valid_0's poisson: -109.584
[87] valid_0's poisson: -109.585
[88] valid_0's poisson: -109.586
[89] valid_0's poisson: -109.591
[90] valid_0's poisson: -109.591
[91] valid_0's poisson: -109.599
[92] valid_0's poisson: -109.604
[93] valid_0's poisson: -109.605
[94] valid_0's poisson: -109.611
[95] valid_0's poisson: -109.616
[96] valid_0's poisson: -109.616
[97] valid_0's poisson: -109.617
[98] valid_0's poisson: -109.619
[99] valid_0's poisson: -109.621
[100] valid_0's poisson: -109.624
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -92.7102
[2] valid_0's poisson: -95.9959
[3] valid_0's poisson: -98.3589
[4] valid_0's poisson: -100.188
[5] valid_0's poisson: -101.602
[6] valid_0's poisson: -102.755
[7] valid_0's poisson: -103.681
[8] valid_0's poisson: -104.494
[9] valid_0's poisson: -105.152
[10] valid_0's poisson: -105.726
[11] valid_0's poisson: -106.204
[12] valid_0's poisson: -106.626
[13] valid_0's poisson: -106.971
[14] valid_0's poisson: -107.267
[15] valid_0's poisson: -107.522
[16] valid_0's poisson: -107.756
[17] valid_0's poisson: -107.949
[18] valid_0's poisson: -108.113
[19] valid_0's poisson: -108.247
[20] valid_0's poisson: -108.371
[21] valid_0's poisson: -108.486
[22] valid_0's poisson: -108.586
[23] valid_0's poisson: -108.676
[24] valid_0's poisson: -108.756
[25] valid_0's poisson: -108.816
[26] valid_0's poisson: -108.869
[27] valid_0's poisson: -108.927
[28] valid_0's poisson: -108.972
[29] valid_0's poisson: -109.004
[30] valid_0's poisson: -109.05
[31] valid_0's poisson: -109.079
[32] valid_0's poisson: -109.111
[33] valid_0's poisson: -109.132
[34] valid_0's poisson: -109.166
[35] valid_0's poisson: -109.208
[36] valid_0's poisson: -109.227
[37] valid_0's poisson: -109.239
[38] valid_0's poisson: -109.266
[39] valid_0's poisson: -109.271
[40] valid_0's poisson: -109.292
[41] valid_0's poisson: -109.323
[42] valid_0's poisson: -109.335
[43] valid_0's poisson: -109.354
[44] valid_0's poisson: -109.368
[45] valid_0's poisson: -109.388
[46] valid_0's poisson: -109.395
[47] valid_0's poisson: -109.405
[48] valid_0's poisson: -109.415
[49] valid_0's poisson: -109.427
[50] valid_0's poisson: -109.438
[51] valid_0's poisson: -109.45
[52] valid_0's poisson: -109.466
[53] valid_0's poisson: -109.477
[54] valid_0's poisson: -109.478
[55] valid_0's poisson: -109.484
[56] valid_0's poisson: -109.497
[57] valid_0's poisson: -109.507
[58] valid_0's poisson: -109.509
[59] valid_0's poisson: -109.512
[60] valid_0's poisson: -109.516
[61] valid_0's poisson: -109.524
[62] valid_0's poisson: -109.534
[63] valid_0's poisson: -109.536
[64] valid_0's poisson: -109.54
[65] valid_0's poisson: -109.547
[66] valid_0's poisson: -109.55
[67] valid_0's poisson: -109.552
[68] valid_0's poisson: -109.553
[69] valid_0's poisson: -109.557
[70] valid_0's poisson: -109.557
[71] valid_0's poisson: -109.559
[72] valid_0's poisson: -109.559
[73] valid_0's poisson: -109.565
[74] valid_0's poisson: -109.564
[75] valid_0's poisson: -109.564
[76] valid_0's poisson: -109.572
[77] valid_0's poisson: -109.575
[78] valid_0's poisson: -109.586
[79] valid_0's poisson: -109.594
[80] valid_0's poisson: -109.598
[81] valid_0's poisson: -109.606
[82] valid_0's poisson: -109.608
[83] valid_0's poisson: -109.608
[84] valid_0's poisson: -109.607
[85] valid_0's poisson: -109.608
[86] valid_0's poisson: -109.612
[87] valid_0's poisson: -109.616
[88] valid_0's poisson: -109.618
[89] valid_0's poisson: -109.624
[90] valid_0's poisson: -109.628
[91] valid_0's poisson: -109.633
[92] valid_0's poisson: -109.637
[93] valid_0's poisson: -109.638
[94] valid_0's poisson: -109.639
[95] valid_0's poisson: -109.643
[96] valid_0's poisson: -109.649
[97] valid_0's poisson: -109.651
[98] valid_0's poisson: -109.653
[99] valid_0's poisson: -109.653
[100] valid_0's poisson: -109.655
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -92.7564
[2] valid_0's poisson: -96.0214
[3] valid_0's poisson: -98.3902
[4] valid_0's poisson: -100.206
[5] valid_0's poisson: -101.63
[6] valid_0's poisson: -102.767
[7] valid_0's poisson: -103.705
[8] valid_0's poisson: -104.483
[9] valid_0's poisson: -105.143
[10] valid_0's poisson: -105.7
[11] valid_0's poisson: -106.206
[12] valid_0's poisson: -106.614
[13] valid_0's poisson: -106.969
[14] valid_0's poisson: -107.253
[15] valid_0's poisson: -107.5
[16] valid_0's poisson: -107.721
[17] valid_0's poisson: -107.916
[18] valid_0's poisson: -108.094
[19] valid_0's poisson: -108.243
[20] valid_0's poisson: -108.355
[21] valid_0's poisson: -108.464
[22] valid_0's poisson: -108.552
[23] valid_0's poisson: -108.637
[24] valid_0's poisson: -108.712
[25] valid_0's poisson: -108.766
[26] valid_0's poisson: -108.836
[27] valid_0's poisson: -108.883
[28] valid_0's poisson: -108.924
[29] valid_0's poisson: -108.962
[30] valid_0's poisson: -109.006
[31] valid_0's poisson: -109.038
[32] valid_0's poisson: -109.062
[33] valid_0's poisson: -109.088
[34] valid_0's poisson: -109.11
[35] valid_0's poisson: -109.139
[36] valid_0's poisson: -109.174
[37] valid_0's poisson: -109.188
[38] valid_0's poisson: -109.21
[39] valid_0's poisson: -109.236
[40] valid_0's poisson: -109.242
[41] valid_0's poisson: -109.255
[42] valid_0's poisson: -109.266
[43] valid_0's poisson: -109.287
[44] valid_0's poisson: -109.304
[45] valid_0's poisson: -109.309
[46] valid_0's poisson: -109.334
[47] valid_0's poisson: -109.341
[48] valid_0's poisson: -109.351
[49] valid_0's poisson: -109.354
[50] valid_0's poisson: -109.362
[51] valid_0's poisson: -109.375
[52] valid_0's poisson: -109.381
[53] valid_0's poisson: -109.398
[54] valid_0's poisson: -109.404
[55] valid_0's poisson: -109.42
[56] valid_0's poisson: -109.433
[57] valid_0's poisson: -109.443
[58] valid_0's poisson: -109.45
[59] valid_0's poisson: -109.454
[60] valid_0's poisson: -109.457
[61] valid_0's poisson: -109.467
[62] valid_0's poisson: -109.473
[63] valid_0's poisson: -109.483
[64] valid_0's poisson: -109.49
[65] valid_0's poisson: -109.495
[66] valid_0's poisson: -109.497
[67] valid_0's poisson: -109.499
[68] valid_0's poisson: -109.504
[69] valid_0's poisson: -109.511
[70] valid_0's poisson: -109.518
[71] valid_0's poisson: -109.52
[72] valid_0's poisson: -109.53
[73] valid_0's poisson: -109.533
[74] valid_0's poisson: -109.541
[75] valid_0's poisson: -109.544
[76] valid_0's poisson: -109.55
[77] valid_0's poisson: -109.549
[78] valid_0's poisson: -109.553
[79] valid_0's poisson: -109.554
[80] valid_0's poisson: -109.561
[81] valid_0's poisson: -109.565
[82] valid_0's poisson: -109.571
[83] valid_0's poisson: -109.579
[84] valid_0's poisson: -109.581
[85] valid_0's poisson: -109.583
[86] valid_0's poisson: -109.584
[87] valid_0's poisson: -109.592
[88] valid_0's poisson: -109.592
[89] valid_0's poisson: -109.597
[90] valid_0's poisson: -109.598
[91] valid_0's poisson: -109.598
[92] valid_0's poisson: -109.602
[93] valid_0's poisson: -109.603
[94] valid_0's poisson: -109.603
[95] valid_0's poisson: -109.607
[96] valid_0's poisson: -109.611
[97] valid_0's poisson: -109.615
[98] valid_0's poisson: -109.62
[99] valid_0's poisson: -109.621
[100] valid_0's poisson: -109.621
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -92.6646
[2] valid_0's poisson: -95.9526
[3] valid_0's poisson: -98.3265
[4] valid_0's poisson: -100.14
[5] valid_0's poisson: -101.563
[6] valid_0's poisson: -102.716
[7] valid_0's poisson: -103.659
[8] valid_0's poisson: -104.447
[9] valid_0's poisson: -105.113
[10] valid_0's poisson: -105.699
[11] valid_0's poisson: -106.192
[12] valid_0's poisson: -106.585
[13] valid_0's poisson: -106.958
[14] valid_0's poisson: -107.249
[15] valid_0's poisson: -107.501
[16] valid_0's poisson: -107.723
[17] valid_0's poisson: -107.904
[18] valid_0's poisson: -108.066
[19] valid_0's poisson: -108.195
[20] valid_0's poisson: -108.335
[21] valid_0's poisson: -108.439
[22] valid_0's poisson: -108.552
[23] valid_0's poisson: -108.629
[24] valid_0's poisson: -108.695
[25] valid_0's poisson: -108.768
[26] valid_0's poisson: -108.822
[27] valid_0's poisson: -108.878
[28] valid_0's poisson: -108.916
[29] valid_0's poisson: -108.953
[30] valid_0's poisson: -108.994
[31] valid_0's poisson: -109.025
[32] valid_0's poisson: -109.059
[33] valid_0's poisson: -109.089
[34] valid_0's poisson: -109.107
[35] valid_0's poisson: -109.129
[36] valid_0's poisson: -109.153
[37] valid_0's poisson: -109.172
[38] valid_0's poisson: -109.204
[39] valid_0's poisson: -109.229
[40] valid_0's poisson: -109.247
[41] valid_0's poisson: -109.265
[42] valid_0's poisson: -109.284
[43] valid_0's poisson: -109.299
[44] valid_0's poisson: -109.326
[45] valid_0's poisson: -109.336
[46] valid_0's poisson: -109.341
[47] valid_0's poisson: -109.351
[48] valid_0's poisson: -109.365
[49] valid_0's poisson: -109.371
[50] valid_0's poisson: -109.395
[51] valid_0's poisson: -109.398
[52] valid_0's poisson: -109.398
[53] valid_0's poisson: -109.417
[54] valid_0's poisson: -109.423
[55] valid_0's poisson: -109.429
[56] valid_0's poisson: -109.443
[57] valid_0's poisson: -109.446
[58] valid_0's poisson: -109.454
[59] valid_0's poisson: -109.461
[60] valid_0's poisson: -109.468
[61] valid_0's poisson: -109.471
[62] valid_0's poisson: -109.477
[63] valid_0's poisson: -109.484
[64] valid_0's poisson: -109.494
[65] valid_0's poisson: -109.503
[66] valid_0's poisson: -109.504
[67] valid_0's poisson: -109.509
[68] valid_0's poisson: -109.511
[69] valid_0's poisson: -109.521
[70] valid_0's poisson: -109.527
[71] valid_0's poisson: -109.527
[72] valid_0's poisson: -109.532
[73] valid_0's poisson: -109.53
[74] valid_0's poisson: -109.535
[75] valid_0's poisson: -109.536
[76] valid_0's poisson: -109.541
[77] valid_0's poisson: -109.542
[78] valid_0's poisson: -109.543
[79] valid_0's poisson: -109.547
[80] valid_0's poisson: -109.55
[81] valid_0's poisson: -109.551
[82] valid_0's poisson: -109.554
[83] valid_0's poisson: -109.559
[84] valid_0's poisson: -109.561
[85] valid_0's poisson: -109.566
[86] valid_0's poisson: -109.57
[87] valid_0's poisson: -109.576
[88] valid_0's poisson: -109.579
[89] valid_0's poisson: -109.589
[90] valid_0's poisson: -109.596
[91] valid_0's poisson: -109.596
[92] valid_0's poisson: -109.6
[93] valid_0's poisson: -109.6
[94] valid_0's poisson: -109.606
[95] valid_0's poisson: -109.612
[96] valid_0's poisson: -109.614
[97] valid_0's poisson: -109.612
[98] valid_0's poisson: -109.612
[99] valid_0's poisson: -109.612
[100] valid_0's poisson: -109.61
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0, learning_rate=0.25, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -91.9186
[2] valid_0's poisson: -94.9318
[3] valid_0's poisson: -97.1554
[4] valid_0's poisson: -98.9657
[5] valid_0's poisson: -100.341
[6] valid_0's poisson: -101.456
[7] valid_0's poisson: -102.391
[8] valid_0's poisson: -103.214
[9] valid_0's poisson: -103.893
[10] valid_0's poisson: -104.472
[11] valid_0's poisson: -105.036
[12] valid_0's poisson: -105.462
[13] valid_0's poisson: -105.822
[14] valid_0's poisson: -106.14
[15] valid_0's poisson: -106.456
[16] valid_0's poisson: -106.698
[17] valid_0's poisson: -106.923
[18] valid_0's poisson: -107.124
[19] valid_0's poisson: -107.3
[20] valid_0's poisson: -107.462
[21] valid_0's poisson: -107.581
[22] valid_0's poisson: -107.689
[23] valid_0's poisson: -107.777
[24] valid_0's poisson: -107.864
[25] valid_0's poisson: -107.969
[26] valid_0's poisson: -108.053
[27] valid_0's poisson: -108.116
[28] valid_0's poisson: -108.19
[29] valid_0's poisson: -108.238
[30] valid_0's poisson: -108.308
[31] valid_0's poisson: -108.371
[32] valid_0's poisson: -108.412
[33] valid_0's poisson: -108.466
[34] valid_0's poisson: -108.493
[35] valid_0's poisson: -108.528
[36] valid_0's poisson: -108.556
[37] valid_0's poisson: -108.582
[38] valid_0's poisson: -108.61
[39] valid_0's poisson: -108.627
[40] valid_0's poisson: -108.664
[41] valid_0's poisson: -108.679
[42] valid_0's poisson: -108.726
[43] valid_0's poisson: -108.752
[44] valid_0's poisson: -108.772
[45] valid_0's poisson: -108.789
[46] valid_0's poisson: -108.805
[47] valid_0's poisson: -108.815
[48] valid_0's poisson: -108.842
[49] valid_0's poisson: -108.874
[50] valid_0's poisson: -108.891
[51] valid_0's poisson: -108.912
[52] valid_0's poisson: -108.915
[53] valid_0's poisson: -108.945
[54] valid_0's poisson: -108.958
[55] valid_0's poisson: -108.98
[56] valid_0's poisson: -108.992
[57] valid_0's poisson: -109.011
[58] valid_0's poisson: -109.031
[59] valid_0's poisson: -109.04
[60] valid_0's poisson: -109.042
[61] valid_0's poisson: -109.052
[62] valid_0's poisson: -109.069
[63] valid_0's poisson: -109.082
[64] valid_0's poisson: -109.085
[65] valid_0's poisson: -109.098
[66] valid_0's poisson: -109.101
[67] valid_0's poisson: -109.119
[68] valid_0's poisson: -109.129
[69] valid_0's poisson: -109.139
[70] valid_0's poisson: -109.147
[71] valid_0's poisson: -109.148
[72] valid_0's poisson: -109.155
[73] valid_0's poisson: -109.172
[74] valid_0's poisson: -109.182
[75] valid_0's poisson: -109.195
[76] valid_0's poisson: -109.201
[77] valid_0's poisson: -109.203
[78] valid_0's poisson: -109.212
[79] valid_0's poisson: -109.214
[80] valid_0's poisson: -109.22
[81] valid_0's poisson: -109.229
[82] valid_0's poisson: -109.237
[83] valid_0's poisson: -109.248
[84] valid_0's poisson: -109.254
[85] valid_0's poisson: -109.261
[86] valid_0's poisson: -109.262
[87] valid_0's poisson: -109.268
[88] valid_0's poisson: -109.272
[89] valid_0's poisson: -109.283
[90] valid_0's poisson: -109.295
[91] valid_0's poisson: -109.302
[92] valid_0's poisson: -109.304
[93] valid_0's poisson: -109.311
[94] valid_0's poisson: -109.314
[95] valid_0's poisson: -109.322
[96] valid_0's poisson: -109.326
[97] valid_0's poisson: -109.329
[98] valid_0's poisson: -109.33
[99] valid_0's poisson: -109.336
[100] valid_0's poisson: -109.337
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -91.9964
[2] valid_0's poisson: -95.1178
[3] valid_0's poisson: -97.4166
[4] valid_0's poisson: -99.1435
[5] valid_0's poisson: -100.472
[6] valid_0's poisson: -101.627
[7] valid_0's poisson: -102.556
[8] valid_0's poisson: -103.339
[9] valid_0's poisson: -104.017
[10] valid_0's poisson: -104.565
[11] valid_0's poisson: -105.078
[12] valid_0's poisson: -105.502
[13] valid_0's poisson: -105.838
[14] valid_0's poisson: -106.2
[15] valid_0's poisson: -106.469
[16] valid_0's poisson: -106.745
[17] valid_0's poisson: -106.959
[18] valid_0's poisson: -107.156
[19] valid_0's poisson: -107.308
[20] valid_0's poisson: -107.473
[21] valid_0's poisson: -107.595
[22] valid_0's poisson: -107.713
[23] valid_0's poisson: -107.804
[24] valid_0's poisson: -107.891
[25] valid_0's poisson: -107.973
[26] valid_0's poisson: -108.055
[27] valid_0's poisson: -108.111
[28] valid_0's poisson: -108.208
[29] valid_0's poisson: -108.263
[30] valid_0's poisson: -108.327
[31] valid_0's poisson: -108.364
[32] valid_0's poisson: -108.404
[33] valid_0's poisson: -108.449
[34] valid_0's poisson: -108.497
[35] valid_0's poisson: -108.549
[36] valid_0's poisson: -108.571
[37] valid_0's poisson: -108.61
[38] valid_0's poisson: -108.661
[39] valid_0's poisson: -108.684
[40] valid_0's poisson: -108.702
[41] valid_0's poisson: -108.731
[42] valid_0's poisson: -108.75
[43] valid_0's poisson: -108.764
[44] valid_0's poisson: -108.776
[45] valid_0's poisson: -108.796
[46] valid_0's poisson: -108.838
[47] valid_0's poisson: -108.847
[48] valid_0's poisson: -108.859
[49] valid_0's poisson: -108.88
[50] valid_0's poisson: -108.891
[51] valid_0's poisson: -108.899
[52] valid_0's poisson: -108.92
[53] valid_0's poisson: -108.929
[54] valid_0's poisson: -108.95
[55] valid_0's poisson: -108.958
[56] valid_0's poisson: -108.986
[57] valid_0's poisson: -109.018
[58] valid_0's poisson: -109.022
[59] valid_0's poisson: -109.037
[60] valid_0's poisson: -109.058
[61] valid_0's poisson: -109.078
[62] valid_0's poisson: -109.084
[63] valid_0's poisson: -109.088
[64] valid_0's poisson: -109.093
[65] valid_0's poisson: -109.115
[66] valid_0's poisson: -109.13
[67] valid_0's poisson: -109.145
[68] valid_0's poisson: -109.159
[69] valid_0's poisson: -109.165
[70] valid_0's poisson: -109.175
[71] valid_0's poisson: -109.186
[72] valid_0's poisson: -109.196
[73] valid_0's poisson: -109.207
[74] valid_0's poisson: -109.218
[75] valid_0's poisson: -109.232
[76] valid_0's poisson: -109.243
[77] valid_0's poisson: -109.245
[78] valid_0's poisson: -109.248
[79] valid_0's poisson: -109.254
[80] valid_0's poisson: -109.261
[81] valid_0's poisson: -109.271
[82] valid_0's poisson: -109.276
[83] valid_0's poisson: -109.28
[84] valid_0's poisson: -109.285
[85] valid_0's poisson: -109.293
[86] valid_0's poisson: -109.301
[87] valid_0's poisson: -109.306
[88] valid_0's poisson: -109.317
[89] valid_0's poisson: -109.32
[90] valid_0's poisson: -109.323
[91] valid_0's poisson: -109.327
[92] valid_0's poisson: -109.329
[93] valid_0's poisson: -109.332
[94] valid_0's poisson: -109.34
[95] valid_0's poisson: -109.344
[96] valid_0's poisson: -109.349
[97] valid_0's poisson: -109.354
[98] valid_0's poisson: -109.357
[99] valid_0's poisson: -109.367
[100] valid_0's poisson: -109.373
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -92.0255
[2] valid_0's poisson: -95.1885
[3] valid_0's poisson: -97.3706
[4] valid_0's poisson: -99.0879
[5] valid_0's poisson: -100.47
[6] valid_0's poisson: -101.58
[7] valid_0's poisson: -102.539
[8] valid_0's poisson: -103.334
[9] valid_0's poisson: -104.019
[10] valid_0's poisson: -104.587
[11] valid_0's poisson: -105.096
[12] valid_0's poisson: -105.522
[13] valid_0's poisson: -105.888
[14] valid_0's poisson: -106.239
[15] valid_0's poisson: -106.551
[16] valid_0's poisson: -106.785
[17] valid_0's poisson: -107.014
[18] valid_0's poisson: -107.198
[19] valid_0's poisson: -107.386
[20] valid_0's poisson: -107.538
[21] valid_0's poisson: -107.658
[22] valid_0's poisson: -107.769
[23] valid_0's poisson: -107.856
[24] valid_0's poisson: -107.943
[25] valid_0's poisson: -108.026
[26] valid_0's poisson: -108.116
[27] valid_0's poisson: -108.196
[28] valid_0's poisson: -108.262
[29] valid_0's poisson: -108.341
[30] valid_0's poisson: -108.387
[31] valid_0's poisson: -108.426
[32] valid_0's poisson: -108.501
[33] valid_0's poisson: -108.543
[34] valid_0's poisson: -108.571
[35] valid_0's poisson: -108.608
[36] valid_0's poisson: -108.637
[37] valid_0's poisson: -108.683
[38] valid_0's poisson: -108.71
[39] valid_0's poisson: -108.732
[40] valid_0's poisson: -108.748
[41] valid_0's poisson: -108.768
[42] valid_0's poisson: -108.784
[43] valid_0's poisson: -108.822
[44] valid_0's poisson: -108.845
[45] valid_0's poisson: -108.862
[46] valid_0's poisson: -108.878
[47] valid_0's poisson: -108.889
[48] valid_0's poisson: -108.899
[49] valid_0's poisson: -108.915
[50] valid_0's poisson: -108.945
[51] valid_0's poisson: -108.972
[52] valid_0's poisson: -108.988
[53] valid_0's poisson: -109.013
[54] valid_0's poisson: -109.027
[55] valid_0's poisson: -109.031
[56] valid_0's poisson: -109.043
[57] valid_0's poisson: -109.057
[58] valid_0's poisson: -109.067
[59] valid_0's poisson: -109.075
[60] valid_0's poisson: -109.082
[61] valid_0's poisson: -109.084
[62] valid_0's poisson: -109.101
[63] valid_0's poisson: -109.107
[64] valid_0's poisson: -109.116
[65] valid_0's poisson: -109.127
[66] valid_0's poisson: -109.137
[67] valid_0's poisson: -109.142
[68] valid_0's poisson: -109.156
[69] valid_0's poisson: -109.16
[70] valid_0's poisson: -109.168
[71] valid_0's poisson: -109.174
[72] valid_0's poisson: -109.179
[73] valid_0's poisson: -109.189
[74] valid_0's poisson: -109.195
[75] valid_0's poisson: -109.196
[76] valid_0's poisson: -109.212
[77] valid_0's poisson: -109.22
[78] valid_0's poisson: -109.228
[79] valid_0's poisson: -109.231
[80] valid_0's poisson: -109.235
[81] valid_0's poisson: -109.235
[82] valid_0's poisson: -109.237
[83] valid_0's poisson: -109.245
[84] valid_0's poisson: -109.247
[85] valid_0's poisson: -109.258
[86] valid_0's poisson: -109.259
[87] valid_0's poisson: -109.258
[88] valid_0's poisson: -109.264
[89] valid_0's poisson: -109.268
[90] valid_0's poisson: -109.27
[91] valid_0's poisson: -109.279
[92] valid_0's poisson: -109.288
[93] valid_0's poisson: -109.297
[94] valid_0's poisson: -109.305
[95] valid_0's poisson: -109.304
[96] valid_0's poisson: -109.313
[97] valid_0's poisson: -109.314
[98] valid_0's poisson: -109.315
[99] valid_0's poisson: -109.321
[100] valid_0's poisson: -109.328
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -92.0469
[2] valid_0's poisson: -95.228
[3] valid_0's poisson: -97.4163
[4] valid_0's poisson: -99.1503
[5] valid_0's poisson: -100.522
[6] valid_0's poisson: -101.648
[7] valid_0's poisson: -102.59
[8] valid_0's poisson: -103.372
[9] valid_0's poisson: -104.086
[10] valid_0's poisson: -104.65
[11] valid_0's poisson: -105.112
[12] valid_0's poisson: -105.575
[13] valid_0's poisson: -105.956
[14] valid_0's poisson: -106.27
[15] valid_0's poisson: -106.544
[16] valid_0's poisson: -106.807
[17] valid_0's poisson: -107.045
[18] valid_0's poisson: -107.23
[19] valid_0's poisson: -107.389
[20] valid_0's poisson: -107.525
[21] valid_0's poisson: -107.663
[22] valid_0's poisson: -107.779
[23] valid_0's poisson: -107.876
[24] valid_0's poisson: -107.97
[25] valid_0's poisson: -108.056
[26] valid_0's poisson: -108.12
[27] valid_0's poisson: -108.183
[28] valid_0's poisson: -108.24
[29] valid_0's poisson: -108.312
[30] valid_0's poisson: -108.369
[31] valid_0's poisson: -108.42
[32] valid_0's poisson: -108.463
[33] valid_0's poisson: -108.497
[34] valid_0's poisson: -108.536
[35] valid_0's poisson: -108.568
[36] valid_0's poisson: -108.617
[37] valid_0's poisson: -108.637
[38] valid_0's poisson: -108.654
[39] valid_0's poisson: -108.689
[40] valid_0's poisson: -108.717
[41] valid_0's poisson: -108.748
[42] valid_0's poisson: -108.761
[43] valid_0's poisson: -108.802
[44] valid_0's poisson: -108.822
[45] valid_0's poisson: -108.856
[46] valid_0's poisson: -108.871
[47] valid_0's poisson: -108.886
[48] valid_0's poisson: -108.896
[49] valid_0's poisson: -108.905
[50] valid_0's poisson: -108.921
[51] valid_0's poisson: -108.949
[52] valid_0's poisson: -108.968
[53] valid_0's poisson: -108.973
[54] valid_0's poisson: -108.985
[55] valid_0's poisson: -109.004
[56] valid_0's poisson: -109.023
[57] valid_0's poisson: -109.034
[58] valid_0's poisson: -109.064
[59] valid_0's poisson: -109.067
[60] valid_0's poisson: -109.08
[61] valid_0's poisson: -109.085
[62] valid_0's poisson: -109.093
[63] valid_0's poisson: -109.102
[64] valid_0's poisson: -109.118
[65] valid_0's poisson: -109.128
[66] valid_0's poisson: -109.153
[67] valid_0's poisson: -109.155
[68] valid_0's poisson: -109.162
[69] valid_0's poisson: -109.176
[70] valid_0's poisson: -109.182
[71] valid_0's poisson: -109.195
[72] valid_0's poisson: -109.204
[73] valid_0's poisson: -109.213
[74] valid_0's poisson: -109.226
[75] valid_0's poisson: -109.227
[76] valid_0's poisson: -109.233
[77] valid_0's poisson: -109.237
[78] valid_0's poisson: -109.247
[79] valid_0's poisson: -109.25
[80] valid_0's poisson: -109.254
[81] valid_0's poisson: -109.259
[82] valid_0's poisson: -109.267
[83] valid_0's poisson: -109.274
[84] valid_0's poisson: -109.276
[85] valid_0's poisson: -109.282
[86] valid_0's poisson: -109.284
[87] valid_0's poisson: -109.286
[88] valid_0's poisson: -109.292
[89] valid_0's poisson: -109.296
[90] valid_0's poisson: -109.306
[91] valid_0's poisson: -109.314
[92] valid_0's poisson: -109.316
[93] valid_0's poisson: -109.32
[94] valid_0's poisson: -109.324
[95] valid_0's poisson: -109.324
[96] valid_0's poisson: -109.329
[97] valid_0's poisson: -109.333
[98] valid_0's poisson: -109.338
[99] valid_0's poisson: -109.34
[100] valid_0's poisson: -109.343
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -91.9728
[2] valid_0's poisson: -95.1342
[3] valid_0's poisson: -97.3248
[4] valid_0's poisson: -99.0308
[5] valid_0's poisson: -100.384
[6] valid_0's poisson: -101.496
[7] valid_0's poisson: -102.461
[8] valid_0's poisson: -103.259
[9] valid_0's poisson: -103.961
[10] valid_0's poisson: -104.566
[11] valid_0's poisson: -105.053
[12] valid_0's poisson: -105.482
[13] valid_0's poisson: -105.902
[14] valid_0's poisson: -106.243
[15] valid_0's poisson: -106.501
[16] valid_0's poisson: -106.764
[17] valid_0's poisson: -106.962
[18] valid_0's poisson: -107.152
[19] valid_0's poisson: -107.312
[20] valid_0's poisson: -107.466
[21] valid_0's poisson: -107.587
[22] valid_0's poisson: -107.702
[23] valid_0's poisson: -107.803
[24] valid_0's poisson: -107.89
[25] valid_0's poisson: -107.974
[26] valid_0's poisson: -108.06
[27] valid_0's poisson: -108.142
[28] valid_0's poisson: -108.21
[29] valid_0's poisson: -108.271
[30] valid_0's poisson: -108.324
[31] valid_0's poisson: -108.402
[32] valid_0's poisson: -108.467
[33] valid_0's poisson: -108.501
[34] valid_0's poisson: -108.528
[35] valid_0's poisson: -108.581
[36] valid_0's poisson: -108.631
[37] valid_0's poisson: -108.652
[38] valid_0's poisson: -108.669
[39] valid_0's poisson: -108.704
[40] valid_0's poisson: -108.718
[41] valid_0's poisson: -108.755
[42] valid_0's poisson: -108.785
[43] valid_0's poisson: -108.796
[44] valid_0's poisson: -108.819
[45] valid_0's poisson: -108.837
[46] valid_0's poisson: -108.856
[47] valid_0's poisson: -108.88
[48] valid_0's poisson: -108.892
[49] valid_0's poisson: -108.911
[50] valid_0's poisson: -108.918
[51] valid_0's poisson: -108.933
[52] valid_0's poisson: -108.955
[53] valid_0's poisson: -108.958
[54] valid_0's poisson: -108.974
[55] valid_0's poisson: -108.985
[56] valid_0's poisson: -109.01
[57] valid_0's poisson: -109.014
[58] valid_0's poisson: -109.021
[59] valid_0's poisson: -109.033
[60] valid_0's poisson: -109.045
[61] valid_0's poisson: -109.05
[62] valid_0's poisson: -109.061
[63] valid_0's poisson: -109.073
[64] valid_0's poisson: -109.092
[65] valid_0's poisson: -109.099
[66] valid_0's poisson: -109.111
[67] valid_0's poisson: -109.118
[68] valid_0's poisson: -109.123
[69] valid_0's poisson: -109.125
[70] valid_0's poisson: -109.138
[71] valid_0's poisson: -109.144
[72] valid_0's poisson: -109.159
[73] valid_0's poisson: -109.17
[74] valid_0's poisson: -109.17
[75] valid_0's poisson: -109.182
[76] valid_0's poisson: -109.186
[77] valid_0's poisson: -109.191
[78] valid_0's poisson: -109.194
[79] valid_0's poisson: -109.197
[80] valid_0's poisson: -109.203
[81] valid_0's poisson: -109.205
[82] valid_0's poisson: -109.212
[83] valid_0's poisson: -109.213
[84] valid_0's poisson: -109.222
[85] valid_0's poisson: -109.231
[86] valid_0's poisson: -109.24
[87] valid_0's poisson: -109.241
[88] valid_0's poisson: -109.245
[89] valid_0's poisson: -109.25
[90] valid_0's poisson: -109.258
[91] valid_0's poisson: -109.272
[92] valid_0's poisson: -109.282
[93] valid_0's poisson: -109.289
[94] valid_0's poisson: -109.298
[95] valid_0's poisson: -109.305
[96] valid_0's poisson: -109.306
[97] valid_0's poisson: -109.309
[98] valid_0's poisson: -109.309
[99] valid_0's poisson: -109.314
[100] valid_0's poisson: -109.323
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.5207
[2] valid_0's poisson: -87.8571
[3] valid_0's poisson: -88.1835
[4] valid_0's poisson: -88.5004
[5] valid_0's poisson: -88.8092
[6] valid_0's poisson: -89.1066
[7] valid_0's poisson: -89.3971
[8] valid_0's poisson: -89.679
[9] valid_0's poisson: -89.9583
[10] valid_0's poisson: -90.2286
[11] valid_0's poisson: -90.4935
[12] valid_0's poisson: -90.7514
[13] valid_0's poisson: -91.0051
[14] valid_0's poisson: -91.252
[15] valid_0's poisson: -91.4931
[16] valid_0's poisson: -91.7291
[17] valid_0's poisson: -91.96
[18] valid_0's poisson: -92.1883
[19] valid_0's poisson: -92.4086
[20] valid_0's poisson: -92.6244
[21] valid_0's poisson: -92.8364
[22] valid_0's poisson: -93.0462
[23] valid_0's poisson: -93.2496
[24] valid_0's poisson: -93.4491
[25] valid_0's poisson: -93.6448
[26] valid_0's poisson: -93.837
[27] valid_0's poisson: -94.0269
[28] valid_0's poisson: -94.2116
[29] valid_0's poisson: -94.3926
[30] valid_0's poisson: -94.5729
[31] valid_0's poisson: -94.7474
[32] valid_0's poisson: -94.9206
[33] valid_0's poisson: -95.091
[34] valid_0's poisson: -95.2579
[35] valid_0's poisson: -95.4216
[36] valid_0's poisson: -95.5827
[37] valid_0's poisson: -95.7408
[38] valid_0's poisson: -95.8959
[39] valid_0's poisson: -96.0505
[40] valid_0's poisson: -96.2001
[41] valid_0's poisson: -96.3475
[42] valid_0's poisson: -96.4922
[43] valid_0's poisson: -96.6366
[44] valid_0's poisson: -96.7786
[45] valid_0's poisson: -96.9185
[46] valid_0's poisson: -97.0543
[47] valid_0's poisson: -97.1878
[48] valid_0's poisson: -97.3209
[49] valid_0's poisson: -97.4505
[50] valid_0's poisson: -97.5779
[51] valid_0's poisson: -97.7047
[52] valid_0's poisson: -97.8306
[53] valid_0's poisson: -97.9522
[54] valid_0's poisson: -98.0727
[55] valid_0's poisson: -98.1913
[56] valid_0's poisson: -98.3093
[57] valid_0's poisson: -98.4266
[58] valid_0's poisson: -98.5396
[59] valid_0's poisson: -98.6515
[60] valid_0's poisson: -98.7623
[61] valid_0's poisson: -98.8731
[62] valid_0's poisson: -98.9804
[63] valid_0's poisson: -99.087
[64] valid_0's poisson: -99.1921
[65] valid_0's poisson: -99.2951
[66] valid_0's poisson: -99.3963
[67] valid_0's poisson: -99.4967
[68] valid_0's poisson: -99.5955
[69] valid_0's poisson: -99.6942
[70] valid_0's poisson: -99.7894
[71] valid_0's poisson: -99.8834
[72] valid_0's poisson: -99.9756
[73] valid_0's poisson: -100.068
[74] valid_0's poisson: -100.158
[75] valid_0's poisson: -100.247
[76] valid_0's poisson: -100.335
[77] valid_0's poisson: -100.421
[78] valid_0's poisson: -100.508
[79] valid_0's poisson: -100.595
[80] valid_0's poisson: -100.678
[81] valid_0's poisson: -100.76
[82] valid_0's poisson: -100.842
[83] valid_0's poisson: -100.921
[84] valid_0's poisson: -101.001
[85] valid_0's poisson: -101.08
[86] valid_0's poisson: -101.157
[87] valid_0's poisson: -101.234
[88] valid_0's poisson: -101.308
[89] valid_0's poisson: -101.382
[90] valid_0's poisson: -101.456
[91] valid_0's poisson: -101.528
[92] valid_0's poisson: -101.6
[93] valid_0's poisson: -101.67
[94] valid_0's poisson: -101.74
[95] valid_0's poisson: -101.81
[96] valid_0's poisson: -101.878
[97] valid_0's poisson: -101.945
[98] valid_0's poisson: -102.012
[99] valid_0's poisson: -102.077
[100] valid_0's poisson: -102.143
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.5248
[2] valid_0's poisson: -87.8736
[3] valid_0's poisson: -88.2078
[4] valid_0's poisson: -88.5292
[5] valid_0's poisson: -88.8447
[6] valid_0's poisson: -89.1484
[7] valid_0's poisson: -89.4467
[8] valid_0's poisson: -89.7362
[9] valid_0's poisson: -90.0144
[10] valid_0's poisson: -90.2889
[11] valid_0's poisson: -90.5539
[12] valid_0's poisson: -90.8151
[13] valid_0's poisson: -91.0677
[14] valid_0's poisson: -91.3162
[15] valid_0's poisson: -91.5614
[16] valid_0's poisson: -91.7985
[17] valid_0's poisson: -92.0329
[18] valid_0's poisson: -92.2597
[19] valid_0's poisson: -92.4823
[20] valid_0's poisson: -92.7015
[21] valid_0's poisson: -92.9159
[22] valid_0's poisson: -93.1245
[23] valid_0's poisson: -93.3299
[24] valid_0's poisson: -93.5309
[25] valid_0's poisson: -93.7273
[26] valid_0's poisson: -93.9207
[27] valid_0's poisson: -94.109
[28] valid_0's poisson: -94.295
[29] valid_0's poisson: -94.4782
[30] valid_0's poisson: -94.6579
[31] valid_0's poisson: -94.8347
[32] valid_0's poisson: -95.0078
[33] valid_0's poisson: -95.1791
[34] valid_0's poisson: -95.3455
[35] valid_0's poisson: -95.5096
[36] valid_0's poisson: -95.6718
[37] valid_0's poisson: -95.8292
[38] valid_0's poisson: -95.9845
[39] valid_0's poisson: -96.1377
[40] valid_0's poisson: -96.2877
[41] valid_0's poisson: -96.4352
[42] valid_0's poisson: -96.5815
[43] valid_0's poisson: -96.724
[44] valid_0's poisson: -96.8653
[45] valid_0's poisson: -97.0045
[46] valid_0's poisson: -97.1405
[47] valid_0's poisson: -97.2765
[48] valid_0's poisson: -97.4081
[49] valid_0's poisson: -97.5394
[50] valid_0's poisson: -97.668
[51] valid_0's poisson: -97.7939
[52] valid_0's poisson: -97.9179
[53] valid_0's poisson: -98.0447
[54] valid_0's poisson: -98.1646
[55] valid_0's poisson: -98.2823
[56] valid_0's poisson: -98.3996
[57] valid_0's poisson: -98.5152
[58] valid_0's poisson: -98.6308
[59] valid_0's poisson: -98.7441
[60] valid_0's poisson: -98.8536
[61] valid_0's poisson: -98.9652
[62] valid_0's poisson: -99.0715
[63] valid_0's poisson: -99.1762
[64] valid_0's poisson: -99.2796
[65] valid_0's poisson: -99.3848
[66] valid_0's poisson: -99.4862
[67] valid_0's poisson: -99.5848
[68] valid_0's poisson: -99.6821
[69] valid_0's poisson: -99.7812
[70] valid_0's poisson: -99.8756
[71] valid_0's poisson: -99.9709
[72] valid_0's poisson: -100.063
[73] valid_0's poisson: -100.153
[74] valid_0's poisson: -100.243
[75] valid_0's poisson: -100.331
[76] valid_0's poisson: -100.417
[77] valid_0's poisson: -100.504
[78] valid_0's poisson: -100.588
[79] valid_0's poisson: -100.671
[80] valid_0's poisson: -100.752
[81] valid_0's poisson: -100.833
[82] valid_0's poisson: -100.912
[83] valid_0's poisson: -100.993
[84] valid_0's poisson: -101.071
[85] valid_0's poisson: -101.147
[86] valid_0's poisson: -101.226
[87] valid_0's poisson: -101.3
[88] valid_0's poisson: -101.374
[89] valid_0's poisson: -101.446
[90] valid_0's poisson: -101.518
[91] valid_0's poisson: -101.59
[92] valid_0's poisson: -101.663
[93] valid_0's poisson: -101.732
[94] valid_0's poisson: -101.801
[95] valid_0's poisson: -101.87
[96] valid_0's poisson: -101.937
[97] valid_0's poisson: -102.003
[98] valid_0's poisson: -102.07
[99] valid_0's poisson: -102.136
[100] valid_0's poisson: -102.2
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=5; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.5238
[2] valid_0's poisson: -87.8676
[3] valid_0's poisson: -88.2002
[4] valid_0's poisson: -88.5184
[5] valid_0's poisson: -88.8329
[6] valid_0's poisson: -89.1347
[7] valid_0's poisson: -89.4299
[8] valid_0's poisson: -89.7173
[9] valid_0's poisson: -89.9986
[10] valid_0's poisson: -90.2731
[11] valid_0's poisson: -90.5394
[12] valid_0's poisson: -90.8007
[13] valid_0's poisson: -91.055
[14] valid_0's poisson: -91.3054
[15] valid_0's poisson: -91.549
[16] valid_0's poisson: -91.7864
[17] valid_0's poisson: -92.0183
[18] valid_0's poisson: -92.2472
[19] valid_0's poisson: -92.4682
[20] valid_0's poisson: -92.6851
[21] valid_0's poisson: -92.899
[22] valid_0's poisson: -93.1076
[23] valid_0's poisson: -93.3138
[24] valid_0's poisson: -93.5146
[25] valid_0's poisson: -93.7105
[26] valid_0's poisson: -93.9026
[27] valid_0's poisson: -94.0931
[28] valid_0's poisson: -94.2786
[29] valid_0's poisson: -94.4604
[30] valid_0's poisson: -94.6406
[31] valid_0's poisson: -94.8165
[32] valid_0's poisson: -94.9881
[33] valid_0's poisson: -95.1571
[34] valid_0's poisson: -95.3245
[35] valid_0's poisson: -95.487
[36] valid_0's poisson: -95.6504
[37] valid_0's poisson: -95.8101
[38] valid_0's poisson: -95.9645
[39] valid_0's poisson: -96.1165
[40] valid_0's poisson: -96.2683
[41] valid_0's poisson: -96.4166
[42] valid_0's poisson: -96.5622
[43] valid_0's poisson: -96.7055
[44] valid_0's poisson: -96.8464
[45] valid_0's poisson: -96.9865
[46] valid_0's poisson: -97.1218
[47] valid_0's poisson: -97.2562
[48] valid_0's poisson: -97.3889
[49] valid_0's poisson: -97.5193
[50] valid_0's poisson: -97.6504
[51] valid_0's poisson: -97.7767
[52] valid_0's poisson: -97.9017
[53] valid_0's poisson: -98.0257
[54] valid_0's poisson: -98.1463
[55] valid_0's poisson: -98.2683
[56] valid_0's poisson: -98.3857
[57] valid_0's poisson: -98.5002
[58] valid_0's poisson: -98.6134
[59] valid_0's poisson: -98.728
[60] valid_0's poisson: -98.838
[61] valid_0's poisson: -98.9479
[62] valid_0's poisson: -99.0555
[63] valid_0's poisson: -99.1604
[64] valid_0's poisson: -99.2649
[65] valid_0's poisson: -99.3682
[66] valid_0's poisson: -99.4704
[67] valid_0's poisson: -99.5693
[68] valid_0's poisson: -99.667
[69] valid_0's poisson: -99.7666
[70] valid_0's poisson: -99.8648
[71] valid_0's poisson: -99.958
[72] valid_0's poisson: -100.051
[73] valid_0's poisson: -100.143
[74] valid_0's poisson: -100.233
[75] valid_0's poisson: -100.323
[76] valid_0's poisson: -100.413
[77] valid_0's poisson: -100.499
[78] valid_0's poisson: -100.587
[79] valid_0's poisson: -100.67
[80] valid_0's poisson: -100.753
[81] valid_0's poisson: -100.835
[82] valid_0's poisson: -100.917
[83] valid_0's poisson: -100.997
[84] valid_0's poisson: -101.076
[85] valid_0's poisson: -101.155
[86] valid_0's poisson: -101.231
[87] valid_0's poisson: -101.309
[88] valid_0's poisson: -101.383
[89] valid_0's poisson: -101.457
[90] valid_0's poisson: -101.532
[91] valid_0's poisson: -101.603
[92] valid_0's poisson: -101.676
[93] valid_0's poisson: -101.746
[94] valid_0's poisson: -101.814
[95] valid_0's poisson: -101.884
[96] valid_0's poisson: -101.952
[97] valid_0's poisson: -102.02
[98] valid_0's poisson: -102.085
[99] valid_0's poisson: -102.151
[100] valid_0's poisson: -102.214
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.5336
[2] valid_0's poisson: -87.8799
[3] valid_0's poisson: -88.2155
[4] valid_0's poisson: -88.5412
[5] valid_0's poisson: -88.8574
[6] valid_0's poisson: -89.1625
[7] valid_0's poisson: -89.4617
[8] valid_0's poisson: -89.751
[9] valid_0's poisson: -90.0327
[10] valid_0's poisson: -90.3068
[11] valid_0's poisson: -90.5737
[12] valid_0's poisson: -90.8341
[13] valid_0's poisson: -91.0893
[14] valid_0's poisson: -91.338
[15] valid_0's poisson: -91.5827
[16] valid_0's poisson: -91.8207
[17] valid_0's poisson: -92.0543
[18] valid_0's poisson: -92.2825
[19] valid_0's poisson: -92.5062
[20] valid_0's poisson: -92.7247
[21] valid_0's poisson: -92.9391
[22] valid_0's poisson: -93.149
[23] valid_0's poisson: -93.3542
[24] valid_0's poisson: -93.5557
[25] valid_0's poisson: -93.754
[26] valid_0's poisson: -93.9476
[27] valid_0's poisson: -94.1374
[28] valid_0's poisson: -94.3245
[29] valid_0's poisson: -94.5071
[30] valid_0's poisson: -94.6863
[31] valid_0's poisson: -94.8616
[32] valid_0's poisson: -95.0343
[33] valid_0's poisson: -95.205
[34] valid_0's poisson: -95.3721
[35] valid_0's poisson: -95.5366
[36] valid_0's poisson: -95.6987
[37] valid_0's poisson: -95.8564
[38] valid_0's poisson: -96.0113
[39] valid_0's poisson: -96.1647
[40] valid_0's poisson: -96.3146
[41] valid_0's poisson: -96.4622
[42] valid_0's poisson: -96.6086
[43] valid_0's poisson: -96.7521
[44] valid_0's poisson: -96.8937
[45] valid_0's poisson: -97.0327
[46] valid_0's poisson: -97.1698
[47] valid_0's poisson: -97.3044
[48] valid_0's poisson: -97.4376
[49] valid_0's poisson: -97.5682
[50] valid_0's poisson: -97.6964
[51] valid_0's poisson: -97.8231
[52] valid_0's poisson: -97.9484
[53] valid_0's poisson: -98.0708
[54] valid_0's poisson: -98.1913
[55] valid_0's poisson: -98.3103
[56] valid_0's poisson: -98.4281
[57] valid_0's poisson: -98.544
[58] valid_0's poisson: -98.6572
[59] valid_0's poisson: -98.7689
[60] valid_0's poisson: -98.8808
[61] valid_0's poisson: -98.9898
[62] valid_0's poisson: -99.1005
[63] valid_0's poisson: -99.2058
[64] valid_0's poisson: -99.3093
[65] valid_0's poisson: -99.4115
[66] valid_0's poisson: -99.5161
[67] valid_0's poisson: -99.6156
[68] valid_0's poisson: -99.7137
[69] valid_0's poisson: -99.8137
[70] valid_0's poisson: -99.9105
[71] valid_0's poisson: -100.005
[72] valid_0's poisson: -100.097
[73] valid_0's poisson: -100.192
[74] valid_0's poisson: -100.282
[75] valid_0's poisson: -100.372
[76] valid_0's poisson: -100.459
[77] valid_0's poisson: -100.546
[78] valid_0's poisson: -100.634
[79] valid_0's poisson: -100.718
[80] valid_0's poisson: -100.801
[81] valid_0's poisson: -100.883
[82] valid_0's poisson: -100.964
[83] valid_0's poisson: -101.043
[84] valid_0's poisson: -101.122
[85] valid_0's poisson: -101.198
[86] valid_0's poisson: -101.274
[87] valid_0's poisson: -101.349
[88] valid_0's poisson: -101.423
[89] valid_0's poisson: -101.497
[90] valid_0's poisson: -101.572
[91] valid_0's poisson: -101.643
[92] valid_0's poisson: -101.713
[93] valid_0's poisson: -101.783
[94] valid_0's poisson: -101.853
[95] valid_0's poisson: -101.921
[96] valid_0's poisson: -101.99
[97] valid_0's poisson: -102.057
[98] valid_0's poisson: -102.124
[99] valid_0's poisson: -102.188
[100] valid_0's poisson: -102.254
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.5143
[2] valid_0's poisson: -87.854
[3] valid_0's poisson: -88.1835
[4] valid_0's poisson: -88.5032
[5] valid_0's poisson: -88.8139
[6] valid_0's poisson: -89.1156
[7] valid_0's poisson: -89.4076
[8] valid_0's poisson: -89.6937
[9] valid_0's poisson: -89.9729
[10] valid_0's poisson: -90.2443
[11] valid_0's poisson: -90.5099
[12] valid_0's poisson: -90.7684
[13] valid_0's poisson: -91.0195
[14] valid_0's poisson: -91.2667
[15] valid_0's poisson: -91.5078
[16] valid_0's poisson: -91.7435
[17] valid_0's poisson: -91.9747
[18] valid_0's poisson: -92.2005
[19] valid_0's poisson: -92.4227
[20] valid_0's poisson: -92.6387
[21] valid_0's poisson: -92.851
[22] valid_0's poisson: -93.0591
[23] valid_0's poisson: -93.2622
[24] valid_0's poisson: -93.462
[25] valid_0's poisson: -93.6572
[26] valid_0's poisson: -93.8488
[27] valid_0's poisson: -94.0383
[28] valid_0's poisson: -94.2226
[29] valid_0's poisson: -94.4049
[30] valid_0's poisson: -94.5821
[31] valid_0's poisson: -94.7563
[32] valid_0's poisson: -94.928
[33] valid_0's poisson: -95.0962
[34] valid_0's poisson: -95.2632
[35] valid_0's poisson: -95.4258
[36] valid_0's poisson: -95.5878
[37] valid_0's poisson: -95.7448
[38] valid_0's poisson: -95.9012
[39] valid_0's poisson: -96.053
[40] valid_0's poisson: -96.2033
[41] valid_0's poisson: -96.3502
[42] valid_0's poisson: -96.4958
[43] valid_0's poisson: -96.6385
[44] valid_0's poisson: -96.7798
[45] valid_0's poisson: -96.9166
[46] valid_0's poisson: -97.0527
[47] valid_0's poisson: -97.1868
[48] valid_0's poisson: -97.3188
[49] valid_0's poisson: -97.4471
[50] valid_0's poisson: -97.5744
[51] valid_0's poisson: -97.7009
[52] valid_0's poisson: -97.8239
[53] valid_0's poisson: -97.9475
[54] valid_0's poisson: -98.0691
[55] valid_0's poisson: -98.189
[56] valid_0's poisson: -98.3063
[57] valid_0's poisson: -98.4205
[58] valid_0's poisson: -98.5356
[59] valid_0's poisson: -98.6483
[60] valid_0's poisson: -98.7602
[61] valid_0's poisson: -98.8698
[62] valid_0's poisson: -98.9777
[63] valid_0's poisson: -99.0849
[64] valid_0's poisson: -99.1896
[65] valid_0's poisson: -99.2946
[66] valid_0's poisson: -99.3964
[67] valid_0's poisson: -99.5001
[68] valid_0's poisson: -99.599
[69] valid_0's poisson: -99.6965
[70] valid_0's poisson: -99.7921
[71] valid_0's poisson: -99.8878
[72] valid_0's poisson: -99.9845
[73] valid_0's poisson: -100.076
[74] valid_0's poisson: -100.167
[75] valid_0's poisson: -100.26
[76] valid_0's poisson: -100.349
[77] valid_0's poisson: -100.436
[78] valid_0's poisson: -100.525
[79] valid_0's poisson: -100.609
[80] valid_0's poisson: -100.693
[81] valid_0's poisson: -100.776
[82] valid_0's poisson: -100.861
[83] valid_0's poisson: -100.941
[84] valid_0's poisson: -101.022
[85] valid_0's poisson: -101.103
[86] valid_0's poisson: -101.18
[87] valid_0's poisson: -101.258
[88] valid_0's poisson: -101.334
[89] valid_0's poisson: -101.408
[90] valid_0's poisson: -101.484
[91] valid_0's poisson: -101.557
[92] valid_0's poisson: -101.629
[93] valid_0's poisson: -101.701
[94] valid_0's poisson: -101.771
[95] valid_0's poisson: -101.841
[96] valid_0's poisson: -101.911
[97] valid_0's poisson: -101.978
[98] valid_0's poisson: -102.044
[99] valid_0's poisson: -102.112
[100] valid_0's poisson: -102.177
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5451
[2] valid_0's poisson: -89.7506
[3] valid_0's poisson: -90.8531
[4] valid_0's poisson: -91.8361
[5] valid_0's poisson: -92.7309
[6] valid_0's poisson: -93.555
[7] valid_0's poisson: -94.3212
[8] valid_0's poisson: -95.0297
[9] valid_0's poisson: -95.6935
[10] valid_0's poisson: -96.3093
[11] valid_0's poisson: -96.8823
[12] valid_0's poisson: -97.4261
[13] valid_0's poisson: -97.9356
[14] valid_0's poisson: -98.4131
[15] valid_0's poisson: -98.8615
[16] valid_0's poisson: -99.2837
[17] valid_0's poisson: -99.6835
[18] valid_0's poisson: -100.064
[19] valid_0's poisson: -100.418
[20] valid_0's poisson: -100.76
[21] valid_0's poisson: -101.078
[22] valid_0's poisson: -101.38
[23] valid_0's poisson: -101.666
[24] valid_0's poisson: -101.944
[25] valid_0's poisson: -102.207
[26] valid_0's poisson: -102.456
[27] valid_0's poisson: -102.697
[28] valid_0's poisson: -102.928
[29] valid_0's poisson: -103.157
[30] valid_0's poisson: -103.366
[31] valid_0's poisson: -103.575
[32] valid_0's poisson: -103.762
[33] valid_0's poisson: -103.948
[34] valid_0's poisson: -104.127
[35] valid_0's poisson: -104.294
[36] valid_0's poisson: -104.462
[37] valid_0's poisson: -104.624
[38] valid_0's poisson: -104.776
[39] valid_0's poisson: -104.925
[40] valid_0's poisson: -105.068
[41] valid_0's poisson: -105.203
[42] valid_0's poisson: -105.334
[43] valid_0's poisson: -105.459
[44] valid_0's poisson: -105.576
[45] valid_0's poisson: -105.696
[46] valid_0's poisson: -105.808
[47] valid_0's poisson: -105.932
[48] valid_0's poisson: -106.039
[49] valid_0's poisson: -106.137
[50] valid_0's poisson: -106.236
[51] valid_0's poisson: -106.334
[52] valid_0's poisson: -106.435
[53] valid_0's poisson: -106.521
[54] valid_0's poisson: -106.614
[55] valid_0's poisson: -106.697
[56] valid_0's poisson: -106.774
[57] valid_0's poisson: -106.848
[58] valid_0's poisson: -106.928
[59] valid_0's poisson: -106.994
[60] valid_0's poisson: -107.061
[61] valid_0's poisson: -107.129
[62] valid_0's poisson: -107.2
[63] valid_0's poisson: -107.256
[64] valid_0's poisson: -107.319
[65] valid_0's poisson: -107.379
[66] valid_0's poisson: -107.433
[67] valid_0's poisson: -107.481
[68] valid_0's poisson: -107.537
[69] valid_0's poisson: -107.588
[70] valid_0's poisson: -107.639
[71] valid_0's poisson: -107.686
[72] valid_0's poisson: -107.731
[73] valid_0's poisson: -107.774
[74] valid_0's poisson: -107.817
[75] valid_0's poisson: -107.855
[76] valid_0's poisson: -107.893
[77] valid_0's poisson: -107.93
[78] valid_0's poisson: -107.968
[79] valid_0's poisson: -108.003
[80] valid_0's poisson: -108.037
[81] valid_0's poisson: -108.069
[82] valid_0's poisson: -108.103
[83] valid_0's poisson: -108.133
[84] valid_0's poisson: -108.162
[85] valid_0's poisson: -108.19
[86] valid_0's poisson: -108.218
[87] valid_0's poisson: -108.243
[88] valid_0's poisson: -108.267
[89] valid_0's poisson: -108.296
[90] valid_0's poisson: -108.318
[91] valid_0's poisson: -108.34
[92] valid_0's poisson: -108.367
[93] valid_0's poisson: -108.387
[94] valid_0's poisson: -108.412
[95] valid_0's poisson: -108.433
[96] valid_0's poisson: -108.45
[97] valid_0's poisson: -108.474
[98] valid_0's poisson: -108.492
[99] valid_0's poisson: -108.514
[100] valid_0's poisson: -108.532
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5602
[2] valid_0's poisson: -89.82
[3] valid_0's poisson: -90.9309
[4] valid_0's poisson: -91.9366
[5] valid_0's poisson: -92.8532
[6] valid_0's poisson: -93.686
[7] valid_0's poisson: -94.458
[8] valid_0's poisson: -95.1617
[9] valid_0's poisson: -95.8248
[10] valid_0's poisson: -96.4411
[11] valid_0's poisson: -97.02
[12] valid_0's poisson: -97.5556
[13] valid_0's poisson: -98.0632
[14] valid_0's poisson: -98.5368
[15] valid_0's poisson: -98.985
[16] valid_0's poisson: -99.4127
[17] valid_0's poisson: -99.8074
[18] valid_0's poisson: -100.18
[19] valid_0's poisson: -100.538
[20] valid_0's poisson: -100.869
[21] valid_0's poisson: -101.182
[22] valid_0's poisson: -101.479
[23] valid_0's poisson: -101.77
[24] valid_0's poisson: -102.051
[25] valid_0's poisson: -102.306
[26] valid_0's poisson: -102.558
[27] valid_0's poisson: -102.792
[28] valid_0's poisson: -103.02
[29] valid_0's poisson: -103.237
[30] valid_0's poisson: -103.453
[31] valid_0's poisson: -103.658
[32] valid_0's poisson: -103.851
[33] valid_0's poisson: -104.039
[34] valid_0's poisson: -104.215
[35] valid_0's poisson: -104.386
[36] valid_0's poisson: -104.552
[37] valid_0's poisson: -104.71
[38] valid_0's poisson: -104.86
[39] valid_0's poisson: -104.998
[40] valid_0's poisson: -105.137
[41] valid_0's poisson: -105.273
[42] valid_0's poisson: -105.399
[43] valid_0's poisson: -105.526
[44] valid_0's poisson: -105.645
[45] valid_0's poisson: -105.761
[46] valid_0's poisson: -105.872
[47] valid_0's poisson: -105.985
[48] valid_0's poisson: -106.085
[49] valid_0's poisson: -106.191
[50] valid_0's poisson: -106.287
[51] valid_0's poisson: -106.379
[52] valid_0's poisson: -106.482
[53] valid_0's poisson: -106.561
[54] valid_0's poisson: -106.655
[55] valid_0's poisson: -106.73
[56] valid_0's poisson: -106.808
[57] valid_0's poisson: -106.882
[58] valid_0's poisson: -106.95
[59] valid_0's poisson: -107.019
[60] valid_0's poisson: -107.086
[61] valid_0's poisson: -107.147
[62] valid_0's poisson: -107.208
[63] valid_0's poisson: -107.269
[64] valid_0's poisson: -107.329
[65] valid_0's poisson: -107.384
[66] valid_0's poisson: -107.441
[67] valid_0's poisson: -107.498
[68] valid_0's poisson: -107.547
[69] valid_0's poisson: -107.6
[70] valid_0's poisson: -107.647
[71] valid_0's poisson: -107.698
[72] valid_0's poisson: -107.741
[73] valid_0's poisson: -107.785
[74] valid_0's poisson: -107.824
[75] valid_0's poisson: -107.868
[76] valid_0's poisson: -107.905
[77] valid_0's poisson: -107.945
[78] valid_0's poisson: -107.983
[79] valid_0's poisson: -108.017
[80] valid_0's poisson: -108.053
[81] valid_0's poisson: -108.09
[82] valid_0's poisson: -108.12
[83] valid_0's poisson: -108.148
[84] valid_0's poisson: -108.179
[85] valid_0's poisson: -108.206
[86] valid_0's poisson: -108.235
[87] valid_0's poisson: -108.264
[88] valid_0's poisson: -108.29
[89] valid_0's poisson: -108.319
[90] valid_0's poisson: -108.346
[91] valid_0's poisson: -108.367
[92] valid_0's poisson: -108.392
[93] valid_0's poisson: -108.414
[94] valid_0's poisson: -108.432
[95] valid_0's poisson: -108.451
[96] valid_0's poisson: -108.472
[97] valid_0's poisson: -108.488
[98] valid_0's poisson: -108.512
[99] valid_0's poisson: -108.527
[100] valid_0's poisson: -108.549
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5693
[2] valid_0's poisson: -89.79
[3] valid_0's poisson: -90.8891
[4] valid_0's poisson: -91.8929
[5] valid_0's poisson: -92.7991
[6] valid_0's poisson: -93.6284
[7] valid_0's poisson: -94.3999
[8] valid_0's poisson: -95.1102
[9] valid_0's poisson: -95.7672
[10] valid_0's poisson: -96.3854
[11] valid_0's poisson: -96.958
[12] valid_0's poisson: -97.5027
[13] valid_0's poisson: -98.0112
[14] valid_0's poisson: -98.4894
[15] valid_0's poisson: -98.9502
[16] valid_0's poisson: -99.3736
[17] valid_0's poisson: -99.7759
[18] valid_0's poisson: -100.149
[19] valid_0's poisson: -100.503
[20] valid_0's poisson: -100.833
[21] valid_0's poisson: -101.158
[22] valid_0's poisson: -101.462
[23] valid_0's poisson: -101.75
[24] valid_0's poisson: -102.023
[25] valid_0's poisson: -102.289
[26] valid_0's poisson: -102.531
[27] valid_0's poisson: -102.773
[28] valid_0's poisson: -103.006
[29] valid_0's poisson: -103.233
[30] valid_0's poisson: -103.444
[31] valid_0's poisson: -103.644
[32] valid_0's poisson: -103.843
[33] valid_0's poisson: -104.027
[34] valid_0's poisson: -104.201
[35] valid_0's poisson: -104.368
[36] valid_0's poisson: -104.536
[37] valid_0's poisson: -104.697
[38] valid_0's poisson: -104.853
[39] valid_0's poisson: -105
[40] valid_0's poisson: -105.143
[41] valid_0's poisson: -105.277
[42] valid_0's poisson: -105.406
[43] valid_0's poisson: -105.53
[44] valid_0's poisson: -105.646
[45] valid_0's poisson: -105.769
[46] valid_0's poisson: -105.88
[47] valid_0's poisson: -105.985
[48] valid_0's poisson: -106.089
[49] valid_0's poisson: -106.192
[50] valid_0's poisson: -106.289
[51] valid_0's poisson: -106.385
[52] valid_0's poisson: -106.477
[53] valid_0's poisson: -106.556
[54] valid_0's poisson: -106.641
[55] valid_0's poisson: -106.72
[56] valid_0's poisson: -106.796
[57] valid_0's poisson: -106.869
[58] valid_0's poisson: -106.937
[59] valid_0's poisson: -107.006
[60] valid_0's poisson: -107.075
[61] valid_0's poisson: -107.141
[62] valid_0's poisson: -107.203
[63] valid_0's poisson: -107.27
[64] valid_0's poisson: -107.327
[65] valid_0's poisson: -107.388
[66] valid_0's poisson: -107.44
[67] valid_0's poisson: -107.496
[68] valid_0's poisson: -107.55
[69] valid_0's poisson: -107.597
[70] valid_0's poisson: -107.651
[71] valid_0's poisson: -107.693
[72] valid_0's poisson: -107.738
[73] valid_0's poisson: -107.786
[74] valid_0's poisson: -107.825
[75] valid_0's poisson: -107.866
[76] valid_0's poisson: -107.906
[77] valid_0's poisson: -107.942
[78] valid_0's poisson: -107.978
[79] valid_0's poisson: -108.012
[80] valid_0's poisson: -108.049
[81] valid_0's poisson: -108.081
[82] valid_0's poisson: -108.114
[83] valid_0's poisson: -108.145
[84] valid_0's poisson: -108.173
[85] valid_0's poisson: -108.207
[86] valid_0's poisson: -108.231
[87] valid_0's poisson: -108.256
[88] valid_0's poisson: -108.282
[89] valid_0's poisson: -108.306
[90] valid_0's poisson: -108.331
[91] valid_0's poisson: -108.355
[92] valid_0's poisson: -108.377
[93] valid_0's poisson: -108.4
[94] valid_0's poisson: -108.42
[95] valid_0's poisson: -108.448
[96] valid_0's poisson: -108.467
[97] valid_0's poisson: -108.483
[98] valid_0's poisson: -108.501
[99] valid_0's poisson: -108.523
[100] valid_0's poisson: -108.539
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5891
[2] valid_0's poisson: -89.8319
[3] valid_0's poisson: -90.9351
[4] valid_0's poisson: -91.9286
[5] valid_0's poisson: -92.8401
[6] valid_0's poisson: -93.6757
[7] valid_0's poisson: -94.4438
[8] valid_0's poisson: -95.1534
[9] valid_0's poisson: -95.8123
[10] valid_0's poisson: -96.431
[11] valid_0's poisson: -97.0004
[12] valid_0's poisson: -97.5442
[13] valid_0's poisson: -98.0547
[14] valid_0's poisson: -98.5308
[15] valid_0's poisson: -98.9785
[16] valid_0's poisson: -99.3985
[17] valid_0's poisson: -99.8071
[18] valid_0's poisson: -100.184
[19] valid_0's poisson: -100.545
[20] valid_0's poisson: -100.885
[21] valid_0's poisson: -101.204
[22] valid_0's poisson: -101.502
[23] valid_0's poisson: -101.784
[24] valid_0's poisson: -102.057
[25] valid_0's poisson: -102.322
[26] valid_0's poisson: -102.566
[27] valid_0's poisson: -102.807
[28] valid_0's poisson: -103.041
[29] valid_0's poisson: -103.258
[30] valid_0's poisson: -103.472
[31] valid_0's poisson: -103.677
[32] valid_0's poisson: -103.87
[33] valid_0's poisson: -104.061
[34] valid_0's poisson: -104.242
[35] valid_0's poisson: -104.413
[36] valid_0's poisson: -104.581
[37] valid_0's poisson: -104.741
[38] valid_0's poisson: -104.897
[39] valid_0's poisson: -105.044
[40] valid_0's poisson: -105.187
[41] valid_0's poisson: -105.317
[42] valid_0's poisson: -105.447
[43] valid_0's poisson: -105.574
[44] valid_0's poisson: -105.694
[45] valid_0's poisson: -105.81
[46] valid_0's poisson: -105.923
[47] valid_0's poisson: -106.029
[48] valid_0's poisson: -106.133
[49] valid_0's poisson: -106.234
[50] valid_0's poisson: -106.329
[51] valid_0's poisson: -106.42
[52] valid_0's poisson: -106.511
[53] valid_0's poisson: -106.593
[54] valid_0's poisson: -106.674
[55] valid_0's poisson: -106.752
[56] valid_0's poisson: -106.829
[57] valid_0's poisson: -106.907
[58] valid_0's poisson: -106.985
[59] valid_0's poisson: -107.051
[60] valid_0's poisson: -107.117
[61] valid_0's poisson: -107.178
[62] valid_0's poisson: -107.244
[63] valid_0's poisson: -107.302
[64] valid_0's poisson: -107.367
[65] valid_0's poisson: -107.419
[66] valid_0's poisson: -107.477
[67] valid_0's poisson: -107.527
[68] valid_0's poisson: -107.58
[69] valid_0's poisson: -107.624
[70] valid_0's poisson: -107.673
[71] valid_0's poisson: -107.723
[72] valid_0's poisson: -107.764
[73] valid_0's poisson: -107.807
[74] valid_0's poisson: -107.845
[75] valid_0's poisson: -107.883
[76] valid_0's poisson: -107.924
[77] valid_0's poisson: -107.961
[78] valid_0's poisson: -107.995
[79] valid_0's poisson: -108.028
[80] valid_0's poisson: -108.06
[81] valid_0's poisson: -108.09
[82] valid_0's poisson: -108.121
[83] valid_0's poisson: -108.149
[84] valid_0's poisson: -108.176
[85] valid_0's poisson: -108.202
[86] valid_0's poisson: -108.229
[87] valid_0's poisson: -108.253
[88] valid_0's poisson: -108.277
[89] valid_0's poisson: -108.303
[90] valid_0's poisson: -108.328
[91] valid_0's poisson: -108.35
[92] valid_0's poisson: -108.37
[93] valid_0's poisson: -108.389
[94] valid_0's poisson: -108.408
[95] valid_0's poisson: -108.428
[96] valid_0's poisson: -108.445
[97] valid_0's poisson: -108.463
[98] valid_0's poisson: -108.479
[99] valid_0's poisson: -108.499
[100] valid_0's poisson: -108.518
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5494
[2] valid_0's poisson: -89.7697
[3] valid_0's poisson: -90.8656
[4] valid_0's poisson: -91.8484
[5] valid_0's poisson: -92.7509
[6] valid_0's poisson: -93.5789
[7] valid_0's poisson: -94.3418
[8] valid_0's poisson: -95.0462
[9] valid_0's poisson: -95.7065
[10] valid_0's poisson: -96.3182
[11] valid_0's poisson: -96.8952
[12] valid_0's poisson: -97.4288
[13] valid_0's poisson: -97.9372
[14] valid_0's poisson: -98.4137
[15] valid_0's poisson: -98.8643
[16] valid_0's poisson: -99.292
[17] valid_0's poisson: -99.6907
[18] valid_0's poisson: -100.083
[19] valid_0's poisson: -100.442
[20] valid_0's poisson: -100.785
[21] valid_0's poisson: -101.105
[22] valid_0's poisson: -101.42
[23] valid_0's poisson: -101.711
[24] valid_0's poisson: -101.986
[25] valid_0's poisson: -102.255
[26] valid_0's poisson: -102.507
[27] valid_0's poisson: -102.748
[28] valid_0's poisson: -102.981
[29] valid_0's poisson: -103.197
[30] valid_0's poisson: -103.417
[31] valid_0's poisson: -103.616
[32] valid_0's poisson: -103.813
[33] valid_0's poisson: -104
[34] valid_0's poisson: -104.18
[35] valid_0's poisson: -104.354
[36] valid_0's poisson: -104.518
[37] valid_0's poisson: -104.68
[38] valid_0's poisson: -104.832
[39] valid_0's poisson: -104.981
[40] valid_0's poisson: -105.121
[41] valid_0's poisson: -105.256
[42] valid_0's poisson: -105.389
[43] valid_0's poisson: -105.532
[44] valid_0's poisson: -105.657
[45] valid_0's poisson: -105.769
[46] valid_0's poisson: -105.882
[47] valid_0's poisson: -105.992
[48] valid_0's poisson: -106.094
[49] valid_0's poisson: -106.194
[50] valid_0's poisson: -106.291
[51] valid_0's poisson: -106.395
[52] valid_0's poisson: -106.481
[53] valid_0's poisson: -106.57
[54] valid_0's poisson: -106.65
[55] valid_0's poisson: -106.732
[56] valid_0's poisson: -106.813
[57] valid_0's poisson: -106.887
[58] valid_0's poisson: -106.96
[59] valid_0's poisson: -107.028
[60] valid_0's poisson: -107.1
[61] valid_0's poisson: -107.161
[62] valid_0's poisson: -107.229
[63] valid_0's poisson: -107.288
[64] valid_0's poisson: -107.352
[65] valid_0's poisson: -107.41
[66] valid_0's poisson: -107.466
[67] valid_0's poisson: -107.516
[68] valid_0's poisson: -107.568
[69] valid_0's poisson: -107.615
[70] valid_0's poisson: -107.664
[71] valid_0's poisson: -107.709
[72] valid_0's poisson: -107.753
[73] valid_0's poisson: -107.795
[74] valid_0's poisson: -107.835
[75] valid_0's poisson: -107.874
[76] valid_0's poisson: -107.913
[77] valid_0's poisson: -107.95
[78] valid_0's poisson: -107.989
[79] valid_0's poisson: -108.031
[80] valid_0's poisson: -108.062
[81] valid_0's poisson: -108.092
[82] valid_0's poisson: -108.121
[83] valid_0's poisson: -108.148
[84] valid_0's poisson: -108.179
[85] valid_0's poisson: -108.208
[86] valid_0's poisson: -108.235
[87] valid_0's poisson: -108.266
[88] valid_0's poisson: -108.289
[89] valid_0's poisson: -108.313
[90] valid_0's poisson: -108.335
[91] valid_0's poisson: -108.354
[92] valid_0's poisson: -108.374
[93] valid_0's poisson: -108.395
[94] valid_0's poisson: -108.414
[95] valid_0's poisson: -108.432
[96] valid_0's poisson: -108.451
[97] valid_0's poisson: -108.469
[98] valid_0's poisson: -108.493
[99] valid_0's poisson: -108.51
[100] valid_0's poisson: -108.527
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2652
[2] valid_0's poisson: -87.356
[3] valid_0's poisson: -87.446
[4] valid_0's poisson: -87.5353
[5] valid_0's poisson: -87.624
[6] valid_0's poisson: -87.7119
[7] valid_0's poisson: -87.7992
[8] valid_0's poisson: -87.8857
[9] valid_0's poisson: -87.9717
[10] valid_0's poisson: -88.057
[11] valid_0's poisson: -88.1416
[12] valid_0's poisson: -88.2257
[13] valid_0's poisson: -88.3091
[14] valid_0's poisson: -88.3919
[15] valid_0's poisson: -88.4742
[16] valid_0's poisson: -88.5557
[17] valid_0's poisson: -88.6367
[18] valid_0's poisson: -88.7172
[19] valid_0's poisson: -88.797
[20] valid_0's poisson: -88.8764
[21] valid_0's poisson: -88.9551
[22] valid_0's poisson: -89.0333
[23] valid_0's poisson: -89.1109
[24] valid_0's poisson: -89.1882
[25] valid_0's poisson: -89.2648
[26] valid_0's poisson: -89.3408
[27] valid_0's poisson: -89.4161
[28] valid_0's poisson: -89.4912
[29] valid_0's poisson: -89.5657
[30] valid_0's poisson: -89.6396
[31] valid_0's poisson: -89.713
[32] valid_0's poisson: -89.7859
[33] valid_0's poisson: -89.8587
[34] valid_0's poisson: -89.9306
[35] valid_0's poisson: -90.0023
[36] valid_0's poisson: -90.0733
[37] valid_0's poisson: -90.1439
[38] valid_0's poisson: -90.2142
[39] valid_0's poisson: -90.2841
[40] valid_0's poisson: -90.3534
[41] valid_0's poisson: -90.4223
[42] valid_0's poisson: -90.4907
[43] valid_0's poisson: -90.5593
[44] valid_0's poisson: -90.627
[45] valid_0's poisson: -90.694
[46] valid_0's poisson: -90.761
[47] valid_0's poisson: -90.8279
[48] valid_0's poisson: -90.8939
[49] valid_0's poisson: -90.9594
[50] valid_0's poisson: -91.0251
[51] valid_0's poisson: -91.0898
[52] valid_0's poisson: -91.1538
[53] valid_0's poisson: -91.2184
[54] valid_0's poisson: -91.282
[55] valid_0's poisson: -91.3454
[56] valid_0's poisson: -91.4084
[57] valid_0's poisson: -91.4715
[58] valid_0's poisson: -91.5332
[59] valid_0's poisson: -91.595
[60] valid_0's poisson: -91.657
[61] valid_0's poisson: -91.718
[62] valid_0's poisson: -91.7786
[63] valid_0's poisson: -91.8398
[64] valid_0's poisson: -91.8996
[65] valid_0's poisson: -91.9598
[66] valid_0's poisson: -92.0191
[67] valid_0's poisson: -92.0777
[68] valid_0's poisson: -92.137
[69] valid_0's poisson: -92.1951
[70] valid_0's poisson: -92.2533
[71] valid_0's poisson: -92.311
[72] valid_0's poisson: -92.369
[73] valid_0's poisson: -92.4261
[74] valid_0's poisson: -92.483
[75] valid_0's poisson: -92.5401
[76] valid_0's poisson: -92.5963
[77] valid_0's poisson: -92.6519
[78] valid_0's poisson: -92.708
[79] valid_0's poisson: -92.7632
[80] valid_0's poisson: -92.8181
[81] valid_0's poisson: -92.8735
[82] valid_0's poisson: -92.9278
[83] valid_0's poisson: -92.982
[84] valid_0's poisson: -93.0367
[85] valid_0's poisson: -93.0903
[86] valid_0's poisson: -93.1441
[87] valid_0's poisson: -93.1971
[88] valid_0's poisson: -93.2499
[89] valid_0's poisson: -93.3023
[90] valid_0's poisson: -93.355
[91] valid_0's poisson: -93.4067
[92] valid_0's poisson: -93.4586
[93] valid_0's poisson: -93.5101
[94] valid_0's poisson: -93.5621
[95] valid_0's poisson: -93.6131
[96] valid_0's poisson: -93.6637
[97] valid_0's poisson: -93.7138
[98] valid_0's poisson: -93.7645
[99] valid_0's poisson: -93.8142
[100] valid_0's poisson: -93.8642
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2659
[2] valid_0's poisson: -87.3568
[3] valid_0's poisson: -87.4472
[4] valid_0's poisson: -87.5382
[5] valid_0's poisson: -87.6286
[6] valid_0's poisson: -87.7182
[7] valid_0's poisson: -87.8068
[8] valid_0's poisson: -87.8947
[9] valid_0's poisson: -87.9819
[10] valid_0's poisson: -88.0684
[11] valid_0's poisson: -88.1542
[12] valid_0's poisson: -88.2394
[13] valid_0's poisson: -88.323
[14] valid_0's poisson: -88.4069
[15] valid_0's poisson: -88.4893
[16] valid_0's poisson: -88.5711
[17] valid_0's poisson: -88.6535
[18] valid_0's poisson: -88.7341
[19] valid_0's poisson: -88.8141
[20] valid_0's poisson: -88.8948
[21] valid_0's poisson: -88.9737
[22] valid_0's poisson: -89.052
[23] valid_0's poisson: -89.131
[24] valid_0's poisson: -89.2082
[25] valid_0's poisson: -89.2861
[26] valid_0's poisson: -89.3635
[27] valid_0's poisson: -89.4404
[28] valid_0's poisson: -89.5166
[29] valid_0's poisson: -89.5924
[30] valid_0's poisson: -89.6677
[31] valid_0's poisson: -89.7424
[32] valid_0's poisson: -89.8167
[33] valid_0's poisson: -89.8895
[34] valid_0's poisson: -89.9621
[35] valid_0's poisson: -90.035
[36] valid_0's poisson: -90.1067
[37] valid_0's poisson: -90.1785
[38] valid_0's poisson: -90.2493
[39] valid_0's poisson: -90.3195
[40] valid_0's poisson: -90.39
[41] valid_0's poisson: -90.4591
[42] valid_0's poisson: -90.5279
[43] valid_0's poisson: -90.5967
[44] valid_0's poisson: -90.6649
[45] valid_0's poisson: -90.7327
[46] valid_0's poisson: -90.7997
[47] valid_0's poisson: -90.8672
[48] valid_0's poisson: -90.9333
[49] valid_0's poisson: -90.9995
[50] valid_0's poisson: -91.065
[51] valid_0's poisson: -91.1304
[52] valid_0's poisson: -91.1949
[53] valid_0's poisson: -91.26
[54] valid_0's poisson: -91.3233
[55] valid_0's poisson: -91.3867
[56] valid_0's poisson: -91.4507
[57] valid_0's poisson: -91.5138
[58] valid_0's poisson: -91.5759
[59] valid_0's poisson: -91.6386
[60] valid_0's poisson: -91.701
[61] valid_0's poisson: -91.763
[62] valid_0's poisson: -91.8236
[63] valid_0's poisson: -91.8847
[64] valid_0's poisson: -91.9453
[65] valid_0's poisson: -92.006
[66] valid_0's poisson: -92.0657
[67] valid_0's poisson: -92.1258
[68] valid_0's poisson: -92.185
[69] valid_0's poisson: -92.2442
[70] valid_0's poisson: -92.3023
[71] valid_0's poisson: -92.3606
[72] valid_0's poisson: -92.4188
[73] valid_0's poisson: -92.4768
[74] valid_0's poisson: -92.5341
[75] valid_0's poisson: -92.5913
[76] valid_0's poisson: -92.6475
[77] valid_0's poisson: -92.7039
[78] valid_0's poisson: -92.76
[79] valid_0's poisson: -92.8162
[80] valid_0's poisson: -92.8713
[81] valid_0's poisson: -92.9268
[82] valid_0's poisson: -92.9818
[83] valid_0's poisson: -93.0362
[84] valid_0's poisson: -93.0906
[85] valid_0's poisson: -93.1451
[86] valid_0's poisson: -93.1985
[87] valid_0's poisson: -93.252
[88] valid_0's poisson: -93.3052
[89] valid_0's poisson: -93.3585
[90] valid_0's poisson: -93.4106
[91] valid_0's poisson: -93.4632
[92] valid_0's poisson: -93.5156
[93] valid_0's poisson: -93.5676
[94] valid_0's poisson: -93.6196
[95] valid_0's poisson: -93.6704
[96] valid_0's poisson: -93.7216
[97] valid_0's poisson: -93.7723
[98] valid_0's poisson: -93.8231
[99] valid_0's poisson: -93.8736
[100] valid_0's poisson: -93.9236
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2624
[2] valid_0's poisson: -87.3545
[3] valid_0's poisson: -87.4458
[4] valid_0's poisson: -87.5364
[5] valid_0's poisson: -87.6267
[6] valid_0's poisson: -87.716
[7] valid_0's poisson: -87.8047
[8] valid_0's poisson: -87.893
[9] valid_0's poisson: -87.9803
[10] valid_0's poisson: -88.0674
[11] valid_0's poisson: -88.1531
[12] valid_0's poisson: -88.2388
[13] valid_0's poisson: -88.3231
[14] valid_0's poisson: -88.407
[15] valid_0's poisson: -88.49
[16] valid_0's poisson: -88.5724
[17] valid_0's poisson: -88.6542
[18] valid_0's poisson: -88.7354
[19] valid_0's poisson: -88.8163
[20] valid_0's poisson: -88.8967
[21] valid_0's poisson: -88.9765
[22] valid_0's poisson: -89.0555
[23] valid_0's poisson: -89.1342
[24] valid_0's poisson: -89.2124
[25] valid_0's poisson: -89.29
[26] valid_0's poisson: -89.3672
[27] valid_0's poisson: -89.4437
[28] valid_0's poisson: -89.5199
[29] valid_0's poisson: -89.5955
[30] valid_0's poisson: -89.6706
[31] valid_0's poisson: -89.7452
[32] valid_0's poisson: -89.8192
[33] valid_0's poisson: -89.8928
[34] valid_0's poisson: -89.9659
[35] valid_0's poisson: -90.0385
[36] valid_0's poisson: -90.1107
[37] valid_0's poisson: -90.1819
[38] valid_0's poisson: -90.2532
[39] valid_0's poisson: -90.3235
[40] valid_0's poisson: -90.3938
[41] valid_0's poisson: -90.4631
[42] valid_0's poisson: -90.5321
[43] valid_0's poisson: -90.6006
[44] valid_0's poisson: -90.6688
[45] valid_0's poisson: -90.7368
[46] valid_0's poisson: -90.8041
[47] valid_0's poisson: -90.8714
[48] valid_0's poisson: -90.9378
[49] valid_0's poisson: -91.0043
[50] valid_0's poisson: -91.0701
[51] valid_0's poisson: -91.1355
[52] valid_0's poisson: -91.2004
[53] valid_0's poisson: -91.2649
[54] valid_0's poisson: -91.3289
[55] valid_0's poisson: -91.393
[56] valid_0's poisson: -91.4563
[57] valid_0's poisson: -91.5194
[58] valid_0's poisson: -91.5824
[59] valid_0's poisson: -91.644
[60] valid_0's poisson: -91.7062
[61] valid_0's poisson: -91.7678
[62] valid_0's poisson: -91.8286
[63] valid_0's poisson: -91.8896
[64] valid_0's poisson: -91.9499
[65] valid_0's poisson: -92.0104
[66] valid_0's poisson: -92.0698
[67] valid_0's poisson: -92.1286
[68] valid_0's poisson: -92.1877
[69] valid_0's poisson: -92.2461
[70] valid_0's poisson: -92.3044
[71] valid_0's poisson: -92.3628
[72] valid_0's poisson: -92.4202
[73] valid_0's poisson: -92.4775
[74] valid_0's poisson: -92.5343
[75] valid_0's poisson: -92.5908
[76] valid_0's poisson: -92.6473
[77] valid_0's poisson: -92.7037
[78] valid_0's poisson: -92.7598
[79] valid_0's poisson: -92.8152
[80] valid_0's poisson: -92.8701
[81] valid_0's poisson: -92.9248
[82] valid_0's poisson: -92.9796
[83] valid_0's poisson: -93.0345
[84] valid_0's poisson: -93.0884
[85] valid_0's poisson: -93.1422
[86] valid_0's poisson: -93.1953
[87] valid_0's poisson: -93.2488
[88] valid_0's poisson: -93.3016
[89] valid_0's poisson: -93.3546
[90] valid_0's poisson: -93.4075
[91] valid_0's poisson: -93.4594
[92] valid_0's poisson: -93.5111
[93] valid_0's poisson: -93.5628
[94] valid_0's poisson: -93.6141
[95] valid_0's poisson: -93.6657
[96] valid_0's poisson: -93.717
[97] valid_0's poisson: -93.7674
[98] valid_0's poisson: -93.8177
[99] valid_0's poisson: -93.8677
[100] valid_0's poisson: -93.9174
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2695
[2] valid_0's poisson: -87.3623
[3] valid_0's poisson: -87.4543
[4] valid_0's poisson: -87.5455
[5] valid_0's poisson: -87.636
[6] valid_0's poisson: -87.7258
[7] valid_0's poisson: -87.8149
[8] valid_0's poisson: -87.9033
[9] valid_0's poisson: -87.991
[10] valid_0's poisson: -88.078
[11] valid_0's poisson: -88.1643
[12] valid_0's poisson: -88.2499
[13] valid_0's poisson: -88.3349
[14] valid_0's poisson: -88.4192
[15] valid_0's poisson: -88.5031
[16] valid_0's poisson: -88.5861
[17] valid_0's poisson: -88.6685
[18] valid_0's poisson: -88.7505
[19] valid_0's poisson: -88.8317
[20] valid_0's poisson: -88.9123
[21] valid_0's poisson: -88.9924
[22] valid_0's poisson: -89.0717
[23] valid_0's poisson: -89.151
[24] valid_0's poisson: -89.2291
[25] valid_0's poisson: -89.3069
[26] valid_0's poisson: -89.3842
[27] valid_0's poisson: -89.4606
[28] valid_0's poisson: -89.5371
[29] valid_0's poisson: -89.6125
[30] valid_0's poisson: -89.6872
[31] valid_0's poisson: -89.7619
[32] valid_0's poisson: -89.8354
[33] valid_0's poisson: -89.9092
[34] valid_0's poisson: -89.9824
[35] valid_0's poisson: -90.0551
[36] valid_0's poisson: -90.1273
[37] valid_0's poisson: -90.1989
[38] valid_0's poisson: -90.2702
[39] valid_0's poisson: -90.3411
[40] valid_0's poisson: -90.4115
[41] valid_0's poisson: -90.4812
[42] valid_0's poisson: -90.5502
[43] valid_0's poisson: -90.619
[44] valid_0's poisson: -90.6876
[45] valid_0's poisson: -90.7556
[46] valid_0's poisson: -90.8231
[47] valid_0's poisson: -90.8905
[48] valid_0's poisson: -90.9569
[49] valid_0's poisson: -91.0234
[50] valid_0's poisson: -91.0893
[51] valid_0's poisson: -91.1548
[52] valid_0's poisson: -91.2198
[53] valid_0's poisson: -91.2845
[54] valid_0's poisson: -91.3488
[55] valid_0's poisson: -91.4127
[56] valid_0's poisson: -91.4763
[57] valid_0's poisson: -91.5393
[58] valid_0's poisson: -91.6022
[59] valid_0's poisson: -91.6643
[60] valid_0's poisson: -91.7263
[61] valid_0's poisson: -91.7876
[62] valid_0's poisson: -91.8488
[63] valid_0's poisson: -91.9098
[64] valid_0's poisson: -91.9703
[65] valid_0's poisson: -92.0303
[66] valid_0's poisson: -92.0902
[67] valid_0's poisson: -92.1498
[68] valid_0's poisson: -92.2088
[69] valid_0's poisson: -92.2675
[70] valid_0's poisson: -92.326
[71] valid_0's poisson: -92.3843
[72] valid_0's poisson: -92.4423
[73] valid_0's poisson: -92.4999
[74] valid_0's poisson: -92.5571
[75] valid_0's poisson: -92.6135
[76] valid_0's poisson: -92.6703
[77] valid_0's poisson: -92.7264
[78] valid_0's poisson: -92.7826
[79] valid_0's poisson: -92.8381
[80] valid_0's poisson: -92.893
[81] valid_0's poisson: -92.9481
[82] valid_0's poisson: -93.003
[83] valid_0's poisson: -93.0574
[84] valid_0's poisson: -93.1118
[85] valid_0's poisson: -93.1656
[86] valid_0's poisson: -93.2193
[87] valid_0's poisson: -93.2728
[88] valid_0's poisson: -93.3257
[89] valid_0's poisson: -93.3786
[90] valid_0's poisson: -93.4315
[91] valid_0's poisson: -93.4839
[92] valid_0's poisson: -93.5362
[93] valid_0's poisson: -93.588
[94] valid_0's poisson: -93.6394
[95] valid_0's poisson: -93.6911
[96] valid_0's poisson: -93.7424
[97] valid_0's poisson: -93.7935
[98] valid_0's poisson: -93.8439
[99] valid_0's poisson: -93.8948
[100] valid_0's poisson: -93.9449
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2557
[2] valid_0's poisson: -87.3471
[3] valid_0's poisson: -87.4377
[4] valid_0's poisson: -87.5277
[5] valid_0's poisson: -87.6169
[6] valid_0's poisson: -87.7054
[7] valid_0's poisson: -87.7932
[8] valid_0's poisson: -87.8804
[9] valid_0's poisson: -87.9668
[10] valid_0's poisson: -88.0526
[11] valid_0's poisson: -88.1378
[12] valid_0's poisson: -88.2223
[13] valid_0's poisson: -88.3061
[14] valid_0's poisson: -88.3893
[15] valid_0's poisson: -88.472
[16] valid_0's poisson: -88.554
[17] valid_0's poisson: -88.6351
[18] valid_0's poisson: -88.7159
[19] valid_0's poisson: -88.7959
[20] valid_0's poisson: -88.8756
[21] valid_0's poisson: -88.9544
[22] valid_0's poisson: -89.033
[23] valid_0's poisson: -89.1107
[24] valid_0's poisson: -89.1883
[25] valid_0's poisson: -89.2649
[26] valid_0's poisson: -89.3413
[27] valid_0's poisson: -89.4169
[28] valid_0's poisson: -89.4923
[29] valid_0's poisson: -89.5668
[30] valid_0's poisson: -89.6412
[31] valid_0's poisson: -89.7147
[32] valid_0's poisson: -89.7875
[33] valid_0's poisson: -89.8604
[34] valid_0's poisson: -89.9323
[35] valid_0's poisson: -90.0039
[36] valid_0's poisson: -90.0751
[37] valid_0's poisson: -90.1454
[38] valid_0's poisson: -90.2152
[39] valid_0's poisson: -90.2855
[40] valid_0's poisson: -90.3541
[41] valid_0's poisson: -90.4232
[42] valid_0's poisson: -90.4919
[43] valid_0's poisson: -90.5598
[44] valid_0's poisson: -90.6281
[45] valid_0's poisson: -90.6948
[46] valid_0's poisson: -90.7614
[47] valid_0's poisson: -90.8276
[48] valid_0's poisson: -90.894
[49] valid_0's poisson: -90.9594
[50] valid_0's poisson: -91.0249
[51] valid_0's poisson: -91.0896
[52] valid_0's poisson: -91.1535
[53] valid_0's poisson: -91.2174
[54] valid_0's poisson: -91.281
[55] valid_0's poisson: -91.345
[56] valid_0's poisson: -91.4074
[57] valid_0's poisson: -91.4703
[58] valid_0's poisson: -91.5329
[59] valid_0's poisson: -91.5944
[60] valid_0's poisson: -91.6559
[61] valid_0's poisson: -91.7175
[62] valid_0's poisson: -91.7778
[63] valid_0's poisson: -91.8387
[64] valid_0's poisson: -91.8992
[65] valid_0's poisson: -91.959
[66] valid_0's poisson: -92.0189
[67] valid_0's poisson: -92.0782
[68] valid_0's poisson: -92.137
[69] valid_0's poisson: -92.1954
[70] valid_0's poisson: -92.2544
[71] valid_0's poisson: -92.3123
[72] valid_0's poisson: -92.3696
[73] valid_0's poisson: -92.4272
[74] valid_0's poisson: -92.4841
[75] valid_0's poisson: -92.5412
[76] valid_0's poisson: -92.5978
[77] valid_0's poisson: -92.6539
[78] valid_0's poisson: -92.7101
[79] valid_0's poisson: -92.7662
[80] valid_0's poisson: -92.8212
[81] valid_0's poisson: -92.8759
[82] valid_0's poisson: -92.9308
[83] valid_0's poisson: -92.9855
[84] valid_0's poisson: -93.0398
[85] valid_0's poisson: -93.0938
[86] valid_0's poisson: -93.1473
[87] valid_0's poisson: -93.2008
[88] valid_0's poisson: -93.2538
[89] valid_0's poisson: -93.3067
[90] valid_0's poisson: -93.3594
[91] valid_0's poisson: -93.4116
[92] valid_0's poisson: -93.4637
[93] valid_0's poisson: -93.5155
[94] valid_0's poisson: -93.5672
[95] valid_0's poisson: -93.6185
[96] valid_0's poisson: -93.6694
[97] valid_0's poisson: -93.7203
[98] valid_0's poisson: -93.7703
[99] valid_0's poisson: -93.8207
[100] valid_0's poisson: -93.8708
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=1, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.5666
[2] valid_0's poisson: -100.006
[3] valid_0's poisson: -102.279
[4] valid_0's poisson: -103.844
[5] valid_0's poisson: -104.791
[6] valid_0's poisson: -105.582
[7] valid_0's poisson: -106.094
[8] valid_0's poisson: -106.516
[9] valid_0's poisson: -106.801
[10] valid_0's poisson: -107.075
[11] valid_0's poisson: -107.347
[12] valid_0's poisson: -107.502
[13] valid_0's poisson: -107.619
[14] valid_0's poisson: -107.717
[15] valid_0's poisson: -107.776
[16] valid_0's poisson: -107.863
[17] valid_0's poisson: -107.894
[18] valid_0's poisson: -107.998
[19] valid_0's poisson: -108.055
[20] valid_0's poisson: -108.083
[21] valid_0's poisson: -108.152
[22] valid_0's poisson: -108.203
[23] valid_0's poisson: -108.235
[24] valid_0's poisson: -108.25
[25] valid_0's poisson: -108.286
[26] valid_0's poisson: -108.327
[27] valid_0's poisson: -108.358
[28] valid_0's poisson: -108.41
[29] valid_0's poisson: -108.441
[30] valid_0's poisson: -108.492
[31] valid_0's poisson: -108.546
[32] valid_0's poisson: -108.549
[33] valid_0's poisson: -108.586
[34] valid_0's poisson: -108.611
[35] valid_0's poisson: -108.623
[36] valid_0's poisson: -108.651
[37] valid_0's poisson: -108.679
[38] valid_0's poisson: -108.688
[39] valid_0's poisson: -108.7
[40] valid_0's poisson: -108.709
[41] valid_0's poisson: -108.725
[42] valid_0's poisson: -108.763
[43] valid_0's poisson: -108.788
[44] valid_0's poisson: -108.796
[45] valid_0's poisson: -108.797
[46] valid_0's poisson: -108.807
[47] valid_0's poisson: -108.819
[48] valid_0's poisson: -108.824
[49] valid_0's poisson: -108.833
[50] valid_0's poisson: -108.863
[51] valid_0's poisson: -108.869
[52] valid_0's poisson: -108.87
[53] valid_0's poisson: -108.873
[54] valid_0's poisson: -108.894
[55] valid_0's poisson: -108.917
[56] valid_0's poisson: -108.93
[57] valid_0's poisson: -108.954
[58] valid_0's poisson: -108.965
[59] valid_0's poisson: -108.967
[60] valid_0's poisson: -108.985
[61] valid_0's poisson: -108.985
[62] valid_0's poisson: -109
[63] valid_0's poisson: -109.016
[64] valid_0's poisson: -109.021
[65] valid_0's poisson: -109.031
[66] valid_0's poisson: -109.038
[67] valid_0's poisson: -109.046
[68] valid_0's poisson: -109.053
[69] valid_0's poisson: -109.07
[70] valid_0's poisson: -109.081
[71] valid_0's poisson: -109.087
[72] valid_0's poisson: -109.091
[73] valid_0's poisson: -109.096
[74] valid_0's poisson: -109.101
[75] valid_0's poisson: -109.101
[76] valid_0's poisson: -109.111
[77] valid_0's poisson: -109.113
[78] valid_0's poisson: -109.111
[79] valid_0's poisson: -109.114
[80] valid_0's poisson: -109.113
[81] valid_0's poisson: -109.122
[82] valid_0's poisson: -109.127
[83] valid_0's poisson: -109.134
[84] valid_0's poisson: -109.14
[85] valid_0's poisson: -109.132
[86] valid_0's poisson: -109.137
[87] valid_0's poisson: -109.147
[88] valid_0's poisson: -109.152
[89] valid_0's poisson: -109.151
[90] valid_0's poisson: -109.154
[91] valid_0's poisson: -109.16
[92] valid_0's poisson: -109.163
[93] valid_0's poisson: -109.167
[94] valid_0's poisson: -109.183
[95] valid_0's poisson: -109.187
[96] valid_0's poisson: -109.195
[97] valid_0's poisson: -109.203
[98] valid_0's poisson: -109.213
[99] valid_0's poisson: -109.214
[100] valid_0's poisson: -109.214
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.4074
[2] valid_0's poisson: -99.5128
[3] valid_0's poisson: -102.133
[4] valid_0's poisson: -103.324
[5] valid_0's poisson: -104.103
[6] valid_0's poisson: -104.718
[7] valid_0's poisson: -105.766
[8] valid_0's poisson: -106.135
[9] valid_0's poisson: -106.461
[10] valid_0's poisson: -106.745
[11] valid_0's poisson: -106.907
[12] valid_0's poisson: -107.066
[13] valid_0's poisson: -107.208
[14] valid_0's poisson: -107.337
[15] valid_0's poisson: -107.575
[16] valid_0's poisson: -107.655
[17] valid_0's poisson: -107.719
[18] valid_0's poisson: -107.79
[19] valid_0's poisson: -107.838
[20] valid_0's poisson: -107.904
[21] valid_0's poisson: -107.942
[22] valid_0's poisson: -108.022
[23] valid_0's poisson: -108.097
[24] valid_0's poisson: -108.136
[25] valid_0's poisson: -108.16
[26] valid_0's poisson: -108.166
[27] valid_0's poisson: -108.236
[28] valid_0's poisson: -108.274
[29] valid_0's poisson: -108.327
[30] valid_0's poisson: -108.333
[31] valid_0's poisson: -108.368
[32] valid_0's poisson: -108.384
[33] valid_0's poisson: -108.393
[34] valid_0's poisson: -108.422
[35] valid_0's poisson: -108.455
[36] valid_0's poisson: -108.48
[37] valid_0's poisson: -108.488
[38] valid_0's poisson: -108.498
[39] valid_0's poisson: -108.507
[40] valid_0's poisson: -108.529
[41] valid_0's poisson: -108.553
[42] valid_0's poisson: -108.561
[43] valid_0's poisson: -108.569
[44] valid_0's poisson: -108.585
[45] valid_0's poisson: -108.592
[46] valid_0's poisson: -108.594
[47] valid_0's poisson: -108.623
[48] valid_0's poisson: -108.646
[49] valid_0's poisson: -108.671
[50] valid_0's poisson: -108.688
[51] valid_0's poisson: -108.698
[52] valid_0's poisson: -108.703
[53] valid_0's poisson: -108.715
[54] valid_0's poisson: -108.726
[55] valid_0's poisson: -108.73
[56] valid_0's poisson: -108.743
[57] valid_0's poisson: -108.744
[58] valid_0's poisson: -108.76
[59] valid_0's poisson: -108.776
[60] valid_0's poisson: -108.78
[61] valid_0's poisson: -108.79
[62] valid_0's poisson: -108.791
[63] valid_0's poisson: -108.806
[64] valid_0's poisson: -108.813
[65] valid_0's poisson: -108.827
[66] valid_0's poisson: -108.845
[67] valid_0's poisson: -108.851
[68] valid_0's poisson: -108.852
[69] valid_0's poisson: -108.857
[70] valid_0's poisson: -108.863
[71] valid_0's poisson: -108.867
[72] valid_0's poisson: -108.868
[73] valid_0's poisson: -108.873
[74] valid_0's poisson: -108.878
[75] valid_0's poisson: -108.891
[76] valid_0's poisson: -108.892
[77] valid_0's poisson: -108.899
[78] valid_0's poisson: -108.937
[79] valid_0's poisson: -108.94
[80] valid_0's poisson: -108.945
[81] valid_0's poisson: -108.949
[82] valid_0's poisson: -108.95
[83] valid_0's poisson: -108.951
[84] valid_0's poisson: -108.954
[85] valid_0's poisson: -108.964
[86] valid_0's poisson: -108.969
[87] valid_0's poisson: -108.969
[88] valid_0's poisson: -108.977
[89] valid_0's poisson: -108.979
[90] valid_0's poisson: -108.979
[91] valid_0's poisson: -109.009
[92] valid_0's poisson: -109.008
[93] valid_0's poisson: -109.021
[94] valid_0's poisson: -109.022
[95] valid_0's poisson: -109.019
[96] valid_0's poisson: -109.021
[97] valid_0's poisson: -109.025
[98] valid_0's poisson: -109.03
[99] valid_0's poisson: -109.039
[100] valid_0's poisson: -109.04
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.6673
[2] valid_0's poisson: -100.12
[3] valid_0's poisson: -102.336
[4] valid_0's poisson: -103.919
[5] valid_0's poisson: -104.848
[6] valid_0's poisson: -105.628
[7] valid_0's poisson: -106.158
[8] valid_0's poisson: -106.579
[9] valid_0's poisson: -106.821
[10] valid_0's poisson: -107.023
[11] valid_0's poisson: -107.194
[12] valid_0's poisson: -107.311
[13] valid_0's poisson: -107.561
[14] valid_0's poisson: -107.626
[15] valid_0's poisson: -107.686
[16] valid_0's poisson: -107.755
[17] valid_0's poisson: -107.825
[18] valid_0's poisson: -107.919
[19] valid_0's poisson: -107.965
[20] valid_0's poisson: -108.012
[21] valid_0's poisson: -108.052
[22] valid_0's poisson: -108.099
[23] valid_0's poisson: -108.135
[24] valid_0's poisson: -108.183
[25] valid_0's poisson: -108.225
[26] valid_0's poisson: -108.249
[27] valid_0's poisson: -108.269
[28] valid_0's poisson: -108.301
[29] valid_0's poisson: -108.34
[30] valid_0's poisson: -108.378
[31] valid_0's poisson: -108.448
[32] valid_0's poisson: -108.48
[33] valid_0's poisson: -108.517
[34] valid_0's poisson: -108.53
[35] valid_0's poisson: -108.531
[36] valid_0's poisson: -108.559
[37] valid_0's poisson: -108.571
[38] valid_0's poisson: -108.576
[39] valid_0's poisson: -108.582
[40] valid_0's poisson: -108.592
[41] valid_0's poisson: -108.593
[42] valid_0's poisson: -108.653
[43] valid_0's poisson: -108.678
[44] valid_0's poisson: -108.688
[45] valid_0's poisson: -108.708
[46] valid_0's poisson: -108.715
[47] valid_0's poisson: -108.714
[48] valid_0's poisson: -108.736
[49] valid_0's poisson: -108.766
[50] valid_0's poisson: -108.788
[51] valid_0's poisson: -108.807
[52] valid_0's poisson: -108.819
[53] valid_0's poisson: -108.842
[54] valid_0's poisson: -108.858
[55] valid_0's poisson: -108.862
[56] valid_0's poisson: -108.888
[57] valid_0's poisson: -108.893
[58] valid_0's poisson: -108.911
[59] valid_0's poisson: -108.915
[60] valid_0's poisson: -108.921
[61] valid_0's poisson: -108.932
[62] valid_0's poisson: -108.938
[63] valid_0's poisson: -108.94
[64] valid_0's poisson: -108.948
[65] valid_0's poisson: -108.965
[66] valid_0's poisson: -108.988
[67] valid_0's poisson: -108.993
[68] valid_0's poisson: -108.995
[69] valid_0's poisson: -108.997
[70] valid_0's poisson: -109.007
[71] valid_0's poisson: -109.009
[72] valid_0's poisson: -109.017
[73] valid_0's poisson: -109.016
[74] valid_0's poisson: -109.016
[75] valid_0's poisson: -109.024
[76] valid_0's poisson: -109.023
[77] valid_0's poisson: -109.026
[78] valid_0's poisson: -109.029
[79] valid_0's poisson: -109.053
[80] valid_0's poisson: -109.055
[81] valid_0's poisson: -109.069
[82] valid_0's poisson: -109.079
[83] valid_0's poisson: -109.091
[84] valid_0's poisson: -109.09
[85] valid_0's poisson: -109.091
[86] valid_0's poisson: -109.093
[87] valid_0's poisson: -109.093
[88] valid_0's poisson: -109.095
[89] valid_0's poisson: -109.095
[90] valid_0's poisson: -109.088
[91] valid_0's poisson: -109.097
[92] valid_0's poisson: -109.105
[93] valid_0's poisson: -109.105
[94] valid_0's poisson: -109.108
[95] valid_0's poisson: -109.114
[96] valid_0's poisson: -109.125
[97] valid_0's poisson: -109.13
[98] valid_0's poisson: -109.135
[99] valid_0's poisson: -109.136
[100] valid_0's poisson: -109.129
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.6854
[2] valid_0's poisson: -100.136
[3] valid_0's poisson: -102.356
[4] valid_0's poisson: -103.913
[5] valid_0's poisson: -104.967
[6] valid_0's poisson: -105.899
[7] valid_0's poisson: -106.373
[8] valid_0's poisson: -106.746
[9] valid_0's poisson: -107.032
[10] valid_0's poisson: -107.224
[11] valid_0's poisson: -107.378
[12] valid_0's poisson: -107.481
[13] valid_0's poisson: -107.601
[14] valid_0's poisson: -107.752
[15] valid_0's poisson: -107.874
[16] valid_0's poisson: -107.974
[17] valid_0's poisson: -108.062
[18] valid_0's poisson: -108.107
[19] valid_0's poisson: -108.138
[20] valid_0's poisson: -108.169
[21] valid_0's poisson: -108.202
[22] valid_0's poisson: -108.246
[23] valid_0's poisson: -108.275
[24] valid_0's poisson: -108.332
[25] valid_0's poisson: -108.355
[26] valid_0's poisson: -108.386
[27] valid_0's poisson: -108.402
[28] valid_0's poisson: -108.461
[29] valid_0's poisson: -108.478
[30] valid_0's poisson: -108.509
[31] valid_0's poisson: -108.515
[32] valid_0's poisson: -108.539
[33] valid_0's poisson: -108.577
[34] valid_0's poisson: -108.604
[35] valid_0's poisson: -108.632
[36] valid_0's poisson: -108.645
[37] valid_0's poisson: -108.653
[38] valid_0's poisson: -108.669
[39] valid_0's poisson: -108.73
[40] valid_0's poisson: -108.745
[41] valid_0's poisson: -108.754
[42] valid_0's poisson: -108.775
[43] valid_0's poisson: -108.779
[44] valid_0's poisson: -108.807
[45] valid_0's poisson: -108.812
[46] valid_0's poisson: -108.841
[47] valid_0's poisson: -108.849
[48] valid_0's poisson: -108.871
[49] valid_0's poisson: -108.877
[50] valid_0's poisson: -108.883
[51] valid_0's poisson: -108.899
[52] valid_0's poisson: -108.919
[53] valid_0's poisson: -108.935
[54] valid_0's poisson: -108.937
[55] valid_0's poisson: -108.946
[56] valid_0's poisson: -108.952
[57] valid_0's poisson: -108.957
[58] valid_0's poisson: -108.972
[59] valid_0's poisson: -108.985
[60] valid_0's poisson: -108.992
[61] valid_0's poisson: -109.012
[62] valid_0's poisson: -109.022
[63] valid_0's poisson: -109.027
[64] valid_0's poisson: -109.032
[65] valid_0's poisson: -109.035
[66] valid_0's poisson: -109.038
[67] valid_0's poisson: -109.048
[68] valid_0's poisson: -109.054
[69] valid_0's poisson: -109.056
[70] valid_0's poisson: -109.062
[71] valid_0's poisson: -109.071
[72] valid_0's poisson: -109.07
[73] valid_0's poisson: -109.078
[74] valid_0's poisson: -109.083
[75] valid_0's poisson: -109.088
[76] valid_0's poisson: -109.094
[77] valid_0's poisson: -109.094
[78] valid_0's poisson: -109.098
[79] valid_0's poisson: -109.102
[80] valid_0's poisson: -109.109
[81] valid_0's poisson: -109.118
[82] valid_0's poisson: -109.124
[83] valid_0's poisson: -109.126
[84] valid_0's poisson: -109.128
[85] valid_0's poisson: -109.13
[86] valid_0's poisson: -109.139
[87] valid_0's poisson: -109.139
[88] valid_0's poisson: -109.139
[89] valid_0's poisson: -109.138
[90] valid_0's poisson: -109.144
[91] valid_0's poisson: -109.144
[92] valid_0's poisson: -109.146
[93] valid_0's poisson: -109.148
[94] valid_0's poisson: -109.154
[95] valid_0's poisson: -109.155
[96] valid_0's poisson: -109.157
[97] valid_0's poisson: -109.16
[98] valid_0's poisson: -109.163
[99] valid_0's poisson: -109.158
[100] valid_0's poisson: -109.158
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.6559
[2] valid_0's poisson: -100.115
[3] valid_0's poisson: -102.318
[4] valid_0's poisson: -103.895
[5] valid_0's poisson: -104.943
[6] valid_0's poisson: -105.879
[7] valid_0's poisson: -106.357
[8] valid_0's poisson: -106.733
[9] valid_0's poisson: -107.015
[10] valid_0's poisson: -107.221
[11] valid_0's poisson: -107.437
[12] valid_0's poisson: -107.566
[13] valid_0's poisson: -107.678
[14] valid_0's poisson: -107.821
[15] valid_0's poisson: -107.898
[16] valid_0's poisson: -107.922
[17] valid_0's poisson: -107.971
[18] valid_0's poisson: -108.004
[19] valid_0's poisson: -108.008
[20] valid_0's poisson: -108.095
[21] valid_0's poisson: -108.182
[22] valid_0's poisson: -108.254
[23] valid_0's poisson: -108.302
[24] valid_0's poisson: -108.344
[25] valid_0's poisson: -108.357
[26] valid_0's poisson: -108.374
[27] valid_0's poisson: -108.402
[28] valid_0's poisson: -108.44
[29] valid_0's poisson: -108.474
[30] valid_0's poisson: -108.507
[31] valid_0's poisson: -108.54
[32] valid_0's poisson: -108.592
[33] valid_0's poisson: -108.625
[34] valid_0's poisson: -108.649
[35] valid_0's poisson: -108.67
[36] valid_0's poisson: -108.68
[37] valid_0's poisson: -108.689
[38] valid_0's poisson: -108.719
[39] valid_0's poisson: -108.75
[40] valid_0's poisson: -108.756
[41] valid_0's poisson: -108.763
[42] valid_0's poisson: -108.775
[43] valid_0's poisson: -108.831
[44] valid_0's poisson: -108.843
[45] valid_0's poisson: -108.866
[46] valid_0's poisson: -108.886
[47] valid_0's poisson: -108.892
[48] valid_0's poisson: -108.902
[49] valid_0's poisson: -108.906
[50] valid_0's poisson: -108.901
[51] valid_0's poisson: -108.912
[52] valid_0's poisson: -108.914
[53] valid_0's poisson: -108.918
[54] valid_0's poisson: -108.917
[55] valid_0's poisson: -108.919
[56] valid_0's poisson: -108.936
[57] valid_0's poisson: -108.937
[58] valid_0's poisson: -108.946
[59] valid_0's poisson: -108.96
[60] valid_0's poisson: -108.981
[61] valid_0's poisson: -108.988
[62] valid_0's poisson: -108.995
[63] valid_0's poisson: -109
[64] valid_0's poisson: -109.006
[65] valid_0's poisson: -109.01
[66] valid_0's poisson: -109.021
[67] valid_0's poisson: -109.023
[68] valid_0's poisson: -109.027
[69] valid_0's poisson: -109.032
[70] valid_0's poisson: -109.042
[71] valid_0's poisson: -109.065
[72] valid_0's poisson: -109.071
[73] valid_0's poisson: -109.072
[74] valid_0's poisson: -109.075
[75] valid_0's poisson: -109.082
[76] valid_0's poisson: -109.083
[77] valid_0's poisson: -109.086
[78] valid_0's poisson: -109.088
[79] valid_0's poisson: -109.091
[80] valid_0's poisson: -109.096
[81] valid_0's poisson: -109.105
[82] valid_0's poisson: -109.111
[83] valid_0's poisson: -109.111
[84] valid_0's poisson: -109.117
[85] valid_0's poisson: -109.12
[86] valid_0's poisson: -109.12
[87] valid_0's poisson: -109.123
[88] valid_0's poisson: -109.127
[89] valid_0's poisson: -109.127
[90] valid_0's poisson: -109.13
[91] valid_0's poisson: -109.129
[92] valid_0's poisson: -109.128
[93] valid_0's poisson: -109.134
[94] valid_0's poisson: -109.13
[95] valid_0's poisson: -109.147
[96] valid_0's poisson: -109.152
[97] valid_0's poisson: -109.153
[98] valid_0's poisson: -109.159
[99] valid_0's poisson: -109.164
[100] valid_0's poisson: -109.171
[CV] END bagging_fraction=0.5, lambda_l1=10, lambda_l2=0.1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -100.047
[2] valid_0's poisson: -103.481
[3] valid_0's poisson: -105.221
[4] valid_0's poisson: -106.189
[5] valid_0's poisson: -106.802
[6] valid_0's poisson: -107.115
[7] valid_0's poisson: -107.426
[8] valid_0's poisson: -107.868
[9] valid_0's poisson: -107.994
[10] valid_0's poisson: -108.136
[11] valid_0's poisson: -108.214
[12] valid_0's poisson: -108.286
[13] valid_0's poisson: -108.364
[14] valid_0's poisson: -108.522
[15] valid_0's poisson: -108.655
[16] valid_0's poisson: -108.825
[17] valid_0's poisson: -108.853
[18] valid_0's poisson: -108.884
[19] valid_0's poisson: -108.906
[20] valid_0's poisson: -108.93
[21] valid_0's poisson: -108.948
[22] valid_0's poisson: -108.963
[23] valid_0's poisson: -109.023
[24] valid_0's poisson: -109.089
[25] valid_0's poisson: -109.094
[26] valid_0's poisson: -109.1
[27] valid_0's poisson: -109.126
[28] valid_0's poisson: -109.152
[29] valid_0's poisson: -109.196
[30] valid_0's poisson: -109.211
[31] valid_0's poisson: -109.22
[32] valid_0's poisson: -109.238
[33] valid_0's poisson: -109.281
[34] valid_0's poisson: -109.287
[35] valid_0's poisson: -109.3
[36] valid_0's poisson: -109.305
[37] valid_0's poisson: -109.303
[38] valid_0's poisson: -109.304
[39] valid_0's poisson: -109.343
[40] valid_0's poisson: -109.341
[41] valid_0's poisson: -109.352
[42] valid_0's poisson: -109.357
[43] valid_0's poisson: -109.352
[44] valid_0's poisson: -109.349
[45] valid_0's poisson: -109.354
[46] valid_0's poisson: -109.364
[47] valid_0's poisson: -109.371
[48] valid_0's poisson: -109.378
[49] valid_0's poisson: -109.402
[50] valid_0's poisson: -109.409
[51] valid_0's poisson: -109.407
[52] valid_0's poisson: -109.419
[53] valid_0's poisson: -109.428
[54] valid_0's poisson: -109.451
[55] valid_0's poisson: -109.451
[56] valid_0's poisson: -109.457
[57] valid_0's poisson: -109.468
[58] valid_0's poisson: -109.47
[59] valid_0's poisson: -109.473
[60] valid_0's poisson: -109.472
[61] valid_0's poisson: -109.485
[62] valid_0's poisson: -109.49
[63] valid_0's poisson: -109.49
[64] valid_0's poisson: -109.485
[65] valid_0's poisson: -109.504
[66] valid_0's poisson: -109.505
[67] valid_0's poisson: -109.52
[68] valid_0's poisson: -109.523
[69] valid_0's poisson: -109.519
[70] valid_0's poisson: -109.516
[71] valid_0's poisson: -109.526
[72] valid_0's poisson: -109.529
[73] valid_0's poisson: -109.526
[74] valid_0's poisson: -109.536
[75] valid_0's poisson: -109.539
[76] valid_0's poisson: -109.538
[77] valid_0's poisson: -109.539
[78] valid_0's poisson: -109.539
[79] valid_0's poisson: -109.529
[80] valid_0's poisson: -109.53
[81] valid_0's poisson: -109.539
[82] valid_0's poisson: -109.541
[83] valid_0's poisson: -109.546
[84] valid_0's poisson: -109.554
[85] valid_0's poisson: -109.557
[86] valid_0's poisson: -109.557
[87] valid_0's poisson: -109.559
[88] valid_0's poisson: -109.561
[89] valid_0's poisson: -109.559
[90] valid_0's poisson: -109.556
[91] valid_0's poisson: -109.558
[92] valid_0's poisson: -109.558
[93] valid_0's poisson: -109.559
[94] valid_0's poisson: -109.557
[95] valid_0's poisson: -109.561
[96] valid_0's poisson: -109.56
[97] valid_0's poisson: -109.563
[98] valid_0's poisson: -109.56
[99] valid_0's poisson: -109.559
[100] valid_0's poisson: -109.562
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.8462
[2] valid_0's poisson: -102.694
[3] valid_0's poisson: -104.772
[4] valid_0's poisson: -105.871
[5] valid_0's poisson: -106.598
[6] valid_0's poisson: -107.06
[7] valid_0's poisson: -107.507
[8] valid_0's poisson: -107.722
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.009
[11] valid_0's poisson: -108.178
[12] valid_0's poisson: -108.288
[13] valid_0's poisson: -108.386
[14] valid_0's poisson: -108.442
[15] valid_0's poisson: -108.518
[16] valid_0's poisson: -108.531
[17] valid_0's poisson: -108.615
[18] valid_0's poisson: -108.723
[19] valid_0's poisson: -108.804
[20] valid_0's poisson: -108.812
[21] valid_0's poisson: -108.833
[22] valid_0's poisson: -108.914
[23] valid_0's poisson: -108.933
[24] valid_0's poisson: -108.975
[25] valid_0's poisson: -108.982
[26] valid_0's poisson: -108.994
[27] valid_0's poisson: -109
[28] valid_0's poisson: -109.085
[29] valid_0's poisson: -109.121
[30] valid_0's poisson: -109.143
[31] valid_0's poisson: -109.152
[32] valid_0's poisson: -109.161
[33] valid_0's poisson: -109.172
[34] valid_0's poisson: -109.189
[35] valid_0's poisson: -109.198
[36] valid_0's poisson: -109.238
[37] valid_0's poisson: -109.247
[38] valid_0's poisson: -109.26
[39] valid_0's poisson: -109.275
[40] valid_0's poisson: -109.28
[41] valid_0's poisson: -109.288
[42] valid_0's poisson: -109.288
[43] valid_0's poisson: -109.292
[44] valid_0's poisson: -109.315
[45] valid_0's poisson: -109.321
[46] valid_0's poisson: -109.33
[47] valid_0's poisson: -109.338
[48] valid_0's poisson: -109.343
[49] valid_0's poisson: -109.364
[50] valid_0's poisson: -109.372
[51] valid_0's poisson: -109.372
[52] valid_0's poisson: -109.375
[53] valid_0's poisson: -109.378
[54] valid_0's poisson: -109.393
[55] valid_0's poisson: -109.398
[56] valid_0's poisson: -109.415
[57] valid_0's poisson: -109.417
[58] valid_0's poisson: -109.428
[59] valid_0's poisson: -109.427
[60] valid_0's poisson: -109.426
[61] valid_0's poisson: -109.428
[62] valid_0's poisson: -109.426
[63] valid_0's poisson: -109.432
[64] valid_0's poisson: -109.429
[65] valid_0's poisson: -109.438
[66] valid_0's poisson: -109.442
[67] valid_0's poisson: -109.448
[68] valid_0's poisson: -109.445
[69] valid_0's poisson: -109.443
[70] valid_0's poisson: -109.457
[71] valid_0's poisson: -109.46
[72] valid_0's poisson: -109.463
[73] valid_0's poisson: -109.465
[74] valid_0's poisson: -109.464
[75] valid_0's poisson: -109.466
[76] valid_0's poisson: -109.47
[77] valid_0's poisson: -109.466
[78] valid_0's poisson: -109.465
[79] valid_0's poisson: -109.484
[80] valid_0's poisson: -109.502
[81] valid_0's poisson: -109.501
[82] valid_0's poisson: -109.505
[83] valid_0's poisson: -109.51
[84] valid_0's poisson: -109.512
[85] valid_0's poisson: -109.513
[86] valid_0's poisson: -109.516
[87] valid_0's poisson: -109.518
[88] valid_0's poisson: -109.521
[89] valid_0's poisson: -109.517
[90] valid_0's poisson: -109.516
[91] valid_0's poisson: -109.527
[92] valid_0's poisson: -109.531
[93] valid_0's poisson: -109.531
[94] valid_0's poisson: -109.539
[95] valid_0's poisson: -109.539
[96] valid_0's poisson: -109.545
[97] valid_0's poisson: -109.555
[98] valid_0's poisson: -109.555
[99] valid_0's poisson: -109.558
[100] valid_0's poisson: -109.556
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.989
[2] valid_0's poisson: -103.127
[3] valid_0's poisson: -104.849
[4] valid_0's poisson: -105.816
[5] valid_0's poisson: -106.458
[6] valid_0's poisson: -106.921
[7] valid_0's poisson: -107.183
[8] valid_0's poisson: -107.334
[9] valid_0's poisson: -107.437
[10] valid_0's poisson: -107.636
[11] valid_0's poisson: -108.245
[12] valid_0's poisson: -108.474
[13] valid_0's poisson: -108.558
[14] valid_0's poisson: -108.596
[15] valid_0's poisson: -108.662
[16] valid_0's poisson: -108.718
[17] valid_0's poisson: -108.757
[18] valid_0's poisson: -108.845
[19] valid_0's poisson: -108.92
[20] valid_0's poisson: -108.934
[21] valid_0's poisson: -108.955
[22] valid_0's poisson: -109.004
[23] valid_0's poisson: -109.058
[24] valid_0's poisson: -109.088
[25] valid_0's poisson: -109.09
[26] valid_0's poisson: -109.112
[27] valid_0's poisson: -109.123
[28] valid_0's poisson: -109.158
[29] valid_0's poisson: -109.158
[30] valid_0's poisson: -109.213
[31] valid_0's poisson: -109.217
[32] valid_0's poisson: -109.226
[33] valid_0's poisson: -109.253
[34] valid_0's poisson: -109.268
[35] valid_0's poisson: -109.282
[36] valid_0's poisson: -109.296
[37] valid_0's poisson: -109.299
[38] valid_0's poisson: -109.297
[39] valid_0's poisson: -109.298
[40] valid_0's poisson: -109.298
[41] valid_0's poisson: -109.312
[42] valid_0's poisson: -109.319
[43] valid_0's poisson: -109.316
[44] valid_0's poisson: -109.319
[45] valid_0's poisson: -109.36
[46] valid_0's poisson: -109.358
[47] valid_0's poisson: -109.359
[48] valid_0's poisson: -109.369
[49] valid_0's poisson: -109.371
[50] valid_0's poisson: -109.374
[51] valid_0's poisson: -109.377
[52] valid_0's poisson: -109.377
[53] valid_0's poisson: -109.383
[54] valid_0's poisson: -109.377
[55] valid_0's poisson: -109.387
[56] valid_0's poisson: -109.392
[57] valid_0's poisson: -109.406
[58] valid_0's poisson: -109.408
[59] valid_0's poisson: -109.402
[60] valid_0's poisson: -109.402
[61] valid_0's poisson: -109.406
[62] valid_0's poisson: -109.409
[63] valid_0's poisson: -109.412
[64] valid_0's poisson: -109.42
[65] valid_0's poisson: -109.426
[66] valid_0's poisson: -109.425
[67] valid_0's poisson: -109.428
[68] valid_0's poisson: -109.425
[69] valid_0's poisson: -109.433
[70] valid_0's poisson: -109.441
[71] valid_0's poisson: -109.439
[72] valid_0's poisson: -109.472
[73] valid_0's poisson: -109.469
[74] valid_0's poisson: -109.475
[75] valid_0's poisson: -109.478
[76] valid_0's poisson: -109.485
[77] valid_0's poisson: -109.487
[78] valid_0's poisson: -109.483
[79] valid_0's poisson: -109.481
[80] valid_0's poisson: -109.489
[81] valid_0's poisson: -109.492
[82] valid_0's poisson: -109.502
[83] valid_0's poisson: -109.51
[84] valid_0's poisson: -109.517
[85] valid_0's poisson: -109.516
[86] valid_0's poisson: -109.52
[87] valid_0's poisson: -109.524
[88] valid_0's poisson: -109.523
[89] valid_0's poisson: -109.523
[90] valid_0's poisson: -109.524
[91] valid_0's poisson: -109.52
[92] valid_0's poisson: -109.517
[93] valid_0's poisson: -109.516
[94] valid_0's poisson: -109.523
[95] valid_0's poisson: -109.521
[96] valid_0's poisson: -109.519
[97] valid_0's poisson: -109.527
[98] valid_0's poisson: -109.532
[99] valid_0's poisson: -109.532
[100] valid_0's poisson: -109.537
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -100.013
[2] valid_0's poisson: -103.203
[3] valid_0's poisson: -104.867
[4] valid_0's poisson: -105.841
[5] valid_0's poisson: -106.436
[6] valid_0's poisson: -106.808
[7] valid_0's poisson: -107.522
[8] valid_0's poisson: -107.814
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.225
[11] valid_0's poisson: -108.304
[12] valid_0's poisson: -108.381
[13] valid_0's poisson: -108.477
[14] valid_0's poisson: -108.509
[15] valid_0's poisson: -108.664
[16] valid_0's poisson: -108.735
[17] valid_0's poisson: -108.804
[18] valid_0's poisson: -108.823
[19] valid_0's poisson: -108.866
[20] valid_0's poisson: -108.937
[21] valid_0's poisson: -108.972
[22] valid_0's poisson: -108.977
[23] valid_0's poisson: -108.988
[24] valid_0's poisson: -109.009
[25] valid_0's poisson: -109.033
[26] valid_0's poisson: -109.042
[27] valid_0's poisson: -109.048
[28] valid_0's poisson: -109.072
[29] valid_0's poisson: -109.115
[30] valid_0's poisson: -109.128
[31] valid_0's poisson: -109.145
[32] valid_0's poisson: -109.146
[33] valid_0's poisson: -109.163
[34] valid_0's poisson: -109.176
[35] valid_0's poisson: -109.216
[36] valid_0's poisson: -109.252
[37] valid_0's poisson: -109.268
[38] valid_0's poisson: -109.276
[39] valid_0's poisson: -109.292
[40] valid_0's poisson: -109.297
[41] valid_0's poisson: -109.303
[42] valid_0's poisson: -109.307
[43] valid_0's poisson: -109.304
[44] valid_0's poisson: -109.309
[45] valid_0's poisson: -109.328
[46] valid_0's poisson: -109.343
[47] valid_0's poisson: -109.377
[48] valid_0's poisson: -109.382
[49] valid_0's poisson: -109.384
[50] valid_0's poisson: -109.386
[51] valid_0's poisson: -109.39
[52] valid_0's poisson: -109.385
[53] valid_0's poisson: -109.391
[54] valid_0's poisson: -109.394
[55] valid_0's poisson: -109.398
[56] valid_0's poisson: -109.4
[57] valid_0's poisson: -109.405
[58] valid_0's poisson: -109.418
[59] valid_0's poisson: -109.441
[60] valid_0's poisson: -109.45
[61] valid_0's poisson: -109.461
[62] valid_0's poisson: -109.466
[63] valid_0's poisson: -109.466
[64] valid_0's poisson: -109.472
[65] valid_0's poisson: -109.472
[66] valid_0's poisson: -109.479
[67] valid_0's poisson: -109.482
[68] valid_0's poisson: -109.476
[69] valid_0's poisson: -109.474
[70] valid_0's poisson: -109.474
[71] valid_0's poisson: -109.482
[72] valid_0's poisson: -109.485
[73] valid_0's poisson: -109.485
[74] valid_0's poisson: -109.486
[75] valid_0's poisson: -109.493
[76] valid_0's poisson: -109.485
[77] valid_0's poisson: -109.479
[78] valid_0's poisson: -109.478
[79] valid_0's poisson: -109.481
[80] valid_0's poisson: -109.484
[81] valid_0's poisson: -109.484
[82] valid_0's poisson: -109.479
[83] valid_0's poisson: -109.482
[84] valid_0's poisson: -109.482
[85] valid_0's poisson: -109.487
[86] valid_0's poisson: -109.491
[87] valid_0's poisson: -109.49
[88] valid_0's poisson: -109.493
[89] valid_0's poisson: -109.49
[90] valid_0's poisson: -109.49
[91] valid_0's poisson: -109.489
[92] valid_0's poisson: -109.489
[93] valid_0's poisson: -109.493
[94] valid_0's poisson: -109.494
[95] valid_0's poisson: -109.493
[96] valid_0's poisson: -109.49
[97] valid_0's poisson: -109.493
[98] valid_0's poisson: -109.49
[99] valid_0's poisson: -109.49
[100] valid_0's poisson: -109.498
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -100.006
[2] valid_0's poisson: -103.183
[3] valid_0's poisson: -104.915
[4] valid_0's poisson: -105.848
[5] valid_0's poisson: -106.835
[6] valid_0's poisson: -107.238
[7] valid_0's poisson: -107.458
[8] valid_0's poisson: -107.669
[9] valid_0's poisson: -107.759
[10] valid_0's poisson: -107.892
[11] valid_0's poisson: -108.092
[12] valid_0's poisson: -108.217
[13] valid_0's poisson: -108.421
[14] valid_0's poisson: -108.542
[15] valid_0's poisson: -108.613
[16] valid_0's poisson: -108.672
[17] valid_0's poisson: -108.712
[18] valid_0's poisson: -108.791
[19] valid_0's poisson: -108.856
[20] valid_0's poisson: -108.891
[21] valid_0's poisson: -108.944
[22] valid_0's poisson: -108.988
[23] valid_0's poisson: -109.021
[24] valid_0's poisson: -109.032
[25] valid_0's poisson: -109.059
[26] valid_0's poisson: -109.085
[27] valid_0's poisson: -109.093
[28] valid_0's poisson: -109.101
[29] valid_0's poisson: -109.119
[30] valid_0's poisson: -109.121
[31] valid_0's poisson: -109.131
[32] valid_0's poisson: -109.146
[33] valid_0's poisson: -109.165
[34] valid_0's poisson: -109.164
[35] valid_0's poisson: -109.176
[36] valid_0's poisson: -109.186
[37] valid_0's poisson: -109.207
[38] valid_0's poisson: -109.208
[39] valid_0's poisson: -109.226
[40] valid_0's poisson: -109.227
[41] valid_0's poisson: -109.243
[42] valid_0's poisson: -109.262
[43] valid_0's poisson: -109.283
[44] valid_0's poisson: -109.288
[45] valid_0's poisson: -109.292
[46] valid_0's poisson: -109.298
[47] valid_0's poisson: -109.294
[48] valid_0's poisson: -109.297
[49] valid_0's poisson: -109.308
[50] valid_0's poisson: -109.324
[51] valid_0's poisson: -109.322
[52] valid_0's poisson: -109.327
[53] valid_0's poisson: -109.328
[54] valid_0's poisson: -109.328
[55] valid_0's poisson: -109.333
[56] valid_0's poisson: -109.332
[57] valid_0's poisson: -109.333
[58] valid_0's poisson: -109.334
[59] valid_0's poisson: -109.367
[60] valid_0's poisson: -109.377
[61] valid_0's poisson: -109.376
[62] valid_0's poisson: -109.374
[63] valid_0's poisson: -109.401
[64] valid_0's poisson: -109.402
[65] valid_0's poisson: -109.405
[66] valid_0's poisson: -109.419
[67] valid_0's poisson: -109.421
[68] valid_0's poisson: -109.425
[69] valid_0's poisson: -109.428
[70] valid_0's poisson: -109.446
[71] valid_0's poisson: -109.447
[72] valid_0's poisson: -109.447
[73] valid_0's poisson: -109.451
[74] valid_0's poisson: -109.453
[75] valid_0's poisson: -109.452
[76] valid_0's poisson: -109.449
[77] valid_0's poisson: -109.457
[78] valid_0's poisson: -109.456
[79] valid_0's poisson: -109.455
[80] valid_0's poisson: -109.457
[81] valid_0's poisson: -109.461
[82] valid_0's poisson: -109.464
[83] valid_0's poisson: -109.468
[84] valid_0's poisson: -109.469
[85] valid_0's poisson: -109.467
[86] valid_0's poisson: -109.477
[87] valid_0's poisson: -109.482
[88] valid_0's poisson: -109.486
[89] valid_0's poisson: -109.491
[90] valid_0's poisson: -109.494
[91] valid_0's poisson: -109.494
[92] valid_0's poisson: -109.5
[93] valid_0's poisson: -109.496
[94] valid_0's poisson: -109.491
[95] valid_0's poisson: -109.499
[96] valid_0's poisson: -109.5
[97] valid_0's poisson: -109.502
[98] valid_0's poisson: -109.501
[99] valid_0's poisson: -109.501
[100] valid_0's poisson: -109.503
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.91
[2] valid_0's poisson: -104.232
[3] valid_0's poisson: -105.858
[4] valid_0's poisson: -106.794
[5] valid_0's poisson: -107.451
[6] valid_0's poisson: -107.926
[7] valid_0's poisson: -108.134
[8] valid_0's poisson: -108.312
[9] valid_0's poisson: -108.403
[10] valid_0's poisson: -108.497
[11] valid_0's poisson: -108.669
[12] valid_0's poisson: -108.7
[13] valid_0's poisson: -108.73
[14] valid_0's poisson: -108.918
[15] valid_0's poisson: -108.969
[16] valid_0's poisson: -108.986
[17] valid_0's poisson: -109.015
[18] valid_0's poisson: -109.113
[19] valid_0's poisson: -109.129
[20] valid_0's poisson: -109.145
[21] valid_0's poisson: -109.172
[22] valid_0's poisson: -109.206
[23] valid_0's poisson: -109.225
[24] valid_0's poisson: -109.254
[25] valid_0's poisson: -109.265
[26] valid_0's poisson: -109.304
[27] valid_0's poisson: -109.3
[28] valid_0's poisson: -109.32
[29] valid_0's poisson: -109.322
[30] valid_0's poisson: -109.341
[31] valid_0's poisson: -109.363
[32] valid_0's poisson: -109.365
[33] valid_0's poisson: -109.362
[34] valid_0's poisson: -109.365
[35] valid_0's poisson: -109.372
[36] valid_0's poisson: -109.437
[37] valid_0's poisson: -109.446
[38] valid_0's poisson: -109.437
[39] valid_0's poisson: -109.441
[40] valid_0's poisson: -109.442
[41] valid_0's poisson: -109.448
[42] valid_0's poisson: -109.447
[43] valid_0's poisson: -109.454
[44] valid_0's poisson: -109.467
[45] valid_0's poisson: -109.478
[46] valid_0's poisson: -109.478
[47] valid_0's poisson: -109.494
[48] valid_0's poisson: -109.502
[49] valid_0's poisson: -109.496
[50] valid_0's poisson: -109.495
[51] valid_0's poisson: -109.495
[52] valid_0's poisson: -109.503
[53] valid_0's poisson: -109.503
[54] valid_0's poisson: -109.499
[55] valid_0's poisson: -109.515
[56] valid_0's poisson: -109.52
[57] valid_0's poisson: -109.519
[58] valid_0's poisson: -109.517
[59] valid_0's poisson: -109.517
[60] valid_0's poisson: -109.521
[61] valid_0's poisson: -109.52
[62] valid_0's poisson: -109.525
[63] valid_0's poisson: -109.521
[64] valid_0's poisson: -109.518
[65] valid_0's poisson: -109.522
[66] valid_0's poisson: -109.526
[67] valid_0's poisson: -109.533
[68] valid_0's poisson: -109.535
[69] valid_0's poisson: -109.537
[70] valid_0's poisson: -109.537
[71] valid_0's poisson: -109.539
[72] valid_0's poisson: -109.549
[73] valid_0's poisson: -109.551
[74] valid_0's poisson: -109.557
[75] valid_0's poisson: -109.57
[76] valid_0's poisson: -109.561
[77] valid_0's poisson: -109.561
[78] valid_0's poisson: -109.561
[79] valid_0's poisson: -109.559
[80] valid_0's poisson: -109.56
[81] valid_0's poisson: -109.557
[82] valid_0's poisson: -109.558
[83] valid_0's poisson: -109.561
[84] valid_0's poisson: -109.574
[85] valid_0's poisson: -109.576
[86] valid_0's poisson: -109.572
[87] valid_0's poisson: -109.562
[88] valid_0's poisson: -109.566
[89] valid_0's poisson: -109.565
[90] valid_0's poisson: -109.562
[91] valid_0's poisson: -109.562
[92] valid_0's poisson: -109.559
[93] valid_0's poisson: -109.562
[94] valid_0's poisson: -109.563
[95] valid_0's poisson: -109.561
[96] valid_0's poisson: -109.563
[97] valid_0's poisson: -109.573
[98] valid_0's poisson: -109.577
[99] valid_0's poisson: -109.578
[100] valid_0's poisson: -109.584
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.564
[2] valid_0's poisson: -103.86
[3] valid_0's poisson: -105.756
[4] valid_0's poisson: -106.834
[5] valid_0's poisson: -107.33
[6] valid_0's poisson: -107.718
[7] valid_0's poisson: -107.97
[8] valid_0's poisson: -108.157
[9] valid_0's poisson: -108.271
[10] valid_0's poisson: -108.429
[11] valid_0's poisson: -108.585
[12] valid_0's poisson: -108.599
[13] valid_0's poisson: -108.764
[14] valid_0's poisson: -108.858
[15] valid_0's poisson: -108.898
[16] valid_0's poisson: -108.931
[17] valid_0's poisson: -108.961
[18] valid_0's poisson: -108.961
[19] valid_0's poisson: -109.007
[20] valid_0's poisson: -108.99
[21] valid_0's poisson: -108.989
[22] valid_0's poisson: -108.997
[23] valid_0's poisson: -109.021
[24] valid_0's poisson: -109.049
[25] valid_0's poisson: -109.069
[26] valid_0's poisson: -109.107
[27] valid_0's poisson: -109.129
[28] valid_0's poisson: -109.148
[29] valid_0's poisson: -109.159
[30] valid_0's poisson: -109.164
[31] valid_0's poisson: -109.167
[32] valid_0's poisson: -109.179
[33] valid_0's poisson: -109.183
[34] valid_0's poisson: -109.193
[35] valid_0's poisson: -109.2
[36] valid_0's poisson: -109.204
[37] valid_0's poisson: -109.218
[38] valid_0's poisson: -109.263
[39] valid_0's poisson: -109.259
[40] valid_0's poisson: -109.288
[41] valid_0's poisson: -109.294
[42] valid_0's poisson: -109.292
[43] valid_0's poisson: -109.282
[44] valid_0's poisson: -109.289
[45] valid_0's poisson: -109.292
[46] valid_0's poisson: -109.31
[47] valid_0's poisson: -109.316
[48] valid_0's poisson: -109.339
[49] valid_0's poisson: -109.343
[50] valid_0's poisson: -109.383
[51] valid_0's poisson: -109.381
[52] valid_0's poisson: -109.385
[53] valid_0's poisson: -109.386
[54] valid_0's poisson: -109.386
[55] valid_0's poisson: -109.377
[56] valid_0's poisson: -109.368
[57] valid_0's poisson: -109.367
[58] valid_0's poisson: -109.366
[59] valid_0's poisson: -109.366
[60] valid_0's poisson: -109.369
[61] valid_0's poisson: -109.37
[62] valid_0's poisson: -109.373
[63] valid_0's poisson: -109.371
[64] valid_0's poisson: -109.369
[65] valid_0's poisson: -109.37
[66] valid_0's poisson: -109.372
[67] valid_0's poisson: -109.382
[68] valid_0's poisson: -109.384
[69] valid_0's poisson: -109.384
[70] valid_0's poisson: -109.385
[71] valid_0's poisson: -109.386
[72] valid_0's poisson: -109.407
[73] valid_0's poisson: -109.408
[74] valid_0's poisson: -109.41
[75] valid_0's poisson: -109.403
[76] valid_0's poisson: -109.407
[77] valid_0's poisson: -109.401
[78] valid_0's poisson: -109.402
[79] valid_0's poisson: -109.402
[80] valid_0's poisson: -109.41
[81] valid_0's poisson: -109.413
[82] valid_0's poisson: -109.408
[83] valid_0's poisson: -109.422
[84] valid_0's poisson: -109.428
[85] valid_0's poisson: -109.422
[86] valid_0's poisson: -109.423
[87] valid_0's poisson: -109.422
[88] valid_0's poisson: -109.424
[89] valid_0's poisson: -109.432
[90] valid_0's poisson: -109.433
[91] valid_0's poisson: -109.431
[92] valid_0's poisson: -109.43
[93] valid_0's poisson: -109.431
[94] valid_0's poisson: -109.432
[95] valid_0's poisson: -109.442
[96] valid_0's poisson: -109.438
[97] valid_0's poisson: -109.432
[98] valid_0's poisson: -109.434
[99] valid_0's poisson: -109.434
[100] valid_0's poisson: -109.446
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.827
[2] valid_0's poisson: -104
[3] valid_0's poisson: -105.703
[4] valid_0's poisson: -106.752
[5] valid_0's poisson: -107.282
[6] valid_0's poisson: -107.986
[7] valid_0's poisson: -108.217
[8] valid_0's poisson: -108.477
[9] valid_0's poisson: -108.753
[10] valid_0's poisson: -108.842
[11] valid_0's poisson: -108.897
[12] valid_0's poisson: -108.947
[13] valid_0's poisson: -108.989
[14] valid_0's poisson: -109.06
[15] valid_0's poisson: -109.069
[16] valid_0's poisson: -109.089
[17] valid_0's poisson: -109.188
[18] valid_0's poisson: -109.197
[19] valid_0's poisson: -109.219
[20] valid_0's poisson: -109.247
[21] valid_0's poisson: -109.251
[22] valid_0's poisson: -109.27
[23] valid_0's poisson: -109.29
[24] valid_0's poisson: -109.318
[25] valid_0's poisson: -109.336
[26] valid_0's poisson: -109.369
[27] valid_0's poisson: -109.375
[28] valid_0's poisson: -109.382
[29] valid_0's poisson: -109.409
[30] valid_0's poisson: -109.412
[31] valid_0's poisson: -109.421
[32] valid_0's poisson: -109.434
[33] valid_0's poisson: -109.443
[34] valid_0's poisson: -109.45
[35] valid_0's poisson: -109.451
[36] valid_0's poisson: -109.464
[37] valid_0's poisson: -109.466
[38] valid_0's poisson: -109.473
[39] valid_0's poisson: -109.475
[40] valid_0's poisson: -109.481
[41] valid_0's poisson: -109.481
[42] valid_0's poisson: -109.485
[43] valid_0's poisson: -109.486
[44] valid_0's poisson: -109.485
[45] valid_0's poisson: -109.497
[46] valid_0's poisson: -109.503
[47] valid_0's poisson: -109.511
[48] valid_0's poisson: -109.529
[49] valid_0's poisson: -109.529
[50] valid_0's poisson: -109.54
[51] valid_0's poisson: -109.536
[52] valid_0's poisson: -109.536
[53] valid_0's poisson: -109.535
[54] valid_0's poisson: -109.536
[55] valid_0's poisson: -109.544
[56] valid_0's poisson: -109.547
[57] valid_0's poisson: -109.549
[58] valid_0's poisson: -109.548
[59] valid_0's poisson: -109.551
[60] valid_0's poisson: -109.553
[61] valid_0's poisson: -109.552
[62] valid_0's poisson: -109.549
[63] valid_0's poisson: -109.571
[64] valid_0's poisson: -109.568
[65] valid_0's poisson: -109.569
[66] valid_0's poisson: -109.566
[67] valid_0's poisson: -109.566
[68] valid_0's poisson: -109.577
[69] valid_0's poisson: -109.581
[70] valid_0's poisson: -109.585
[71] valid_0's poisson: -109.587
[72] valid_0's poisson: -109.587
[73] valid_0's poisson: -109.586
[74] valid_0's poisson: -109.583
[75] valid_0's poisson: -109.58
[76] valid_0's poisson: -109.581
[77] valid_0's poisson: -109.583
[78] valid_0's poisson: -109.585
[79] valid_0's poisson: -109.577
[80] valid_0's poisson: -109.571
[81] valid_0's poisson: -109.566
[82] valid_0's poisson: -109.568
[83] valid_0's poisson: -109.574
[84] valid_0's poisson: -109.579
[85] valid_0's poisson: -109.582
[86] valid_0's poisson: -109.585
[87] valid_0's poisson: -109.584
[88] valid_0's poisson: -109.583
[89] valid_0's poisson: -109.588
[90] valid_0's poisson: -109.589
[91] valid_0's poisson: -109.586
[92] valid_0's poisson: -109.59
[93] valid_0's poisson: -109.591
[94] valid_0's poisson: -109.59
[95] valid_0's poisson: -109.59
[96] valid_0's poisson: -109.588
[97] valid_0's poisson: -109.589
[98] valid_0's poisson: -109.589
[99] valid_0's poisson: -109.587
[100] valid_0's poisson: -109.593
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.859
[2] valid_0's poisson: -104.043
[3] valid_0's poisson: -105.789
[4] valid_0's poisson: -106.788
[5] valid_0's poisson: -107.39
[6] valid_0's poisson: -107.817
[7] valid_0's poisson: -108.122
[8] valid_0's poisson: -108.29
[9] valid_0's poisson: -108.416
[10] valid_0's poisson: -108.536
[11] valid_0's poisson: -108.721
[12] valid_0's poisson: -108.782
[13] valid_0's poisson: -108.831
[14] valid_0's poisson: -108.906
[15] valid_0's poisson: -108.939
[16] valid_0's poisson: -108.995
[17] valid_0's poisson: -109.043
[18] valid_0's poisson: -109.084
[19] valid_0's poisson: -109.11
[20] valid_0's poisson: -109.104
[21] valid_0's poisson: -109.152
[22] valid_0's poisson: -109.179
[23] valid_0's poisson: -109.184
[24] valid_0's poisson: -109.22
[25] valid_0's poisson: -109.225
[26] valid_0's poisson: -109.221
[27] valid_0's poisson: -109.242
[28] valid_0's poisson: -109.268
[29] valid_0's poisson: -109.349
[30] valid_0's poisson: -109.37
[31] valid_0's poisson: -109.384
[32] valid_0's poisson: -109.39
[33] valid_0's poisson: -109.402
[34] valid_0's poisson: -109.408
[35] valid_0's poisson: -109.416
[36] valid_0's poisson: -109.417
[37] valid_0's poisson: -109.414
[38] valid_0's poisson: -109.416
[39] valid_0's poisson: -109.419
[40] valid_0's poisson: -109.418
[41] valid_0's poisson: -109.418
[42] valid_0's poisson: -109.423
[43] valid_0's poisson: -109.43
[44] valid_0's poisson: -109.435
[45] valid_0's poisson: -109.433
[46] valid_0's poisson: -109.436
[47] valid_0's poisson: -109.436
[48] valid_0's poisson: -109.437
[49] valid_0's poisson: -109.443
[50] valid_0's poisson: -109.44
[51] valid_0's poisson: -109.446
[52] valid_0's poisson: -109.445
[53] valid_0's poisson: -109.451
[54] valid_0's poisson: -109.449
[55] valid_0's poisson: -109.453
[56] valid_0's poisson: -109.461
[57] valid_0's poisson: -109.458
[58] valid_0's poisson: -109.452
[59] valid_0's poisson: -109.45
[60] valid_0's poisson: -109.452
[61] valid_0's poisson: -109.459
[62] valid_0's poisson: -109.456
[63] valid_0's poisson: -109.466
[64] valid_0's poisson: -109.464
[65] valid_0's poisson: -109.467
[66] valid_0's poisson: -109.467
[67] valid_0's poisson: -109.47
[68] valid_0's poisson: -109.464
[69] valid_0's poisson: -109.463
[70] valid_0's poisson: -109.461
[71] valid_0's poisson: -109.465
[72] valid_0's poisson: -109.465
[73] valid_0's poisson: -109.467
[74] valid_0's poisson: -109.465
[75] valid_0's poisson: -109.467
[76] valid_0's poisson: -109.466
[77] valid_0's poisson: -109.468
[78] valid_0's poisson: -109.473
[79] valid_0's poisson: -109.491
[80] valid_0's poisson: -109.494
[81] valid_0's poisson: -109.502
[82] valid_0's poisson: -109.514
[83] valid_0's poisson: -109.512
[84] valid_0's poisson: -109.509
[85] valid_0's poisson: -109.508
[86] valid_0's poisson: -109.508
[87] valid_0's poisson: -109.508
[88] valid_0's poisson: -109.508
[89] valid_0's poisson: -109.512
[90] valid_0's poisson: -109.512
[91] valid_0's poisson: -109.516
[92] valid_0's poisson: -109.514
[93] valid_0's poisson: -109.512
[94] valid_0's poisson: -109.509
[95] valid_0's poisson: -109.508
[96] valid_0's poisson: -109.508
[97] valid_0's poisson: -109.504
[98] valid_0's poisson: -109.497
[99] valid_0's poisson: -109.496
[100] valid_0's poisson: -109.499
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.869
[2] valid_0's poisson: -104.022
[3] valid_0's poisson: -105.871
[4] valid_0's poisson: -106.873
[5] valid_0's poisson: -107.537
[6] valid_0's poisson: -107.864
[7] valid_0's poisson: -108.089
[8] valid_0's poisson: -108.307
[9] valid_0's poisson: -108.567
[10] valid_0's poisson: -108.677
[11] valid_0's poisson: -108.768
[12] valid_0's poisson: -108.78
[13] valid_0's poisson: -108.877
[14] valid_0's poisson: -108.905
[15] valid_0's poisson: -109.015
[16] valid_0's poisson: -109.059
[17] valid_0's poisson: -109.076
[18] valid_0's poisson: -109.089
[19] valid_0's poisson: -109.108
[20] valid_0's poisson: -109.149
[21] valid_0's poisson: -109.173
[22] valid_0's poisson: -109.171
[23] valid_0's poisson: -109.213
[24] valid_0's poisson: -109.222
[25] valid_0's poisson: -109.233
[26] valid_0's poisson: -109.237
[27] valid_0's poisson: -109.244
[28] valid_0's poisson: -109.262
[29] valid_0's poisson: -109.269
[30] valid_0's poisson: -109.295
[31] valid_0's poisson: -109.342
[32] valid_0's poisson: -109.362
[33] valid_0's poisson: -109.376
[34] valid_0's poisson: -109.376
[35] valid_0's poisson: -109.38
[36] valid_0's poisson: -109.389
[37] valid_0's poisson: -109.394
[38] valid_0's poisson: -109.404
[39] valid_0's poisson: -109.41
[40] valid_0's poisson: -109.416
[41] valid_0's poisson: -109.414
[42] valid_0's poisson: -109.433
[43] valid_0's poisson: -109.437
[44] valid_0's poisson: -109.451
[45] valid_0's poisson: -109.475
[46] valid_0's poisson: -109.474
[47] valid_0's poisson: -109.483
[48] valid_0's poisson: -109.487
[49] valid_0's poisson: -109.486
[50] valid_0's poisson: -109.481
[51] valid_0's poisson: -109.491
[52] valid_0's poisson: -109.497
[53] valid_0's poisson: -109.499
[54] valid_0's poisson: -109.496
[55] valid_0's poisson: -109.497
[56] valid_0's poisson: -109.499
[57] valid_0's poisson: -109.498
[58] valid_0's poisson: -109.499
[59] valid_0's poisson: -109.498
[60] valid_0's poisson: -109.501
[61] valid_0's poisson: -109.508
[62] valid_0's poisson: -109.509
[63] valid_0's poisson: -109.51
[64] valid_0's poisson: -109.52
[65] valid_0's poisson: -109.525
[66] valid_0's poisson: -109.522
[67] valid_0's poisson: -109.523
[68] valid_0's poisson: -109.526
[69] valid_0's poisson: -109.524
[70] valid_0's poisson: -109.536
[71] valid_0's poisson: -109.538
[72] valid_0's poisson: -109.534
[73] valid_0's poisson: -109.534
[74] valid_0's poisson: -109.535
[75] valid_0's poisson: -109.546
[76] valid_0's poisson: -109.547
[77] valid_0's poisson: -109.55
[78] valid_0's poisson: -109.548
[79] valid_0's poisson: -109.549
[80] valid_0's poisson: -109.55
[81] valid_0's poisson: -109.547
[82] valid_0's poisson: -109.546
[83] valid_0's poisson: -109.548
[84] valid_0's poisson: -109.544
[85] valid_0's poisson: -109.547
[86] valid_0's poisson: -109.542
[87] valid_0's poisson: -109.541
[88] valid_0's poisson: -109.542
[89] valid_0's poisson: -109.539
[90] valid_0's poisson: -109.542
[91] valid_0's poisson: -109.548
[92] valid_0's poisson: -109.551
[93] valid_0's poisson: -109.557
[94] valid_0's poisson: -109.55
[95] valid_0's poisson: -109.548
[96] valid_0's poisson: -109.552
[97] valid_0's poisson: -109.555
[98] valid_0's poisson: -109.554
[99] valid_0's poisson: -109.555
[100] valid_0's poisson: -109.563
[CV] END bagging_fraction=0.8, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9188
[2] valid_0's poisson: -94.932
[3] valid_0's poisson: -97.1562
[4] valid_0's poisson: -98.9664
[5] valid_0's poisson: -100.342
[6] valid_0's poisson: -101.457
[7] valid_0's poisson: -102.392
[8] valid_0's poisson: -103.215
[9] valid_0's poisson: -103.894
[10] valid_0's poisson: -104.473
[11] valid_0's poisson: -105.037
[12] valid_0's poisson: -105.462
[13] valid_0's poisson: -105.823
[14] valid_0's poisson: -106.141
[15] valid_0's poisson: -106.456
[16] valid_0's poisson: -106.698
[17] valid_0's poisson: -106.924
[18] valid_0's poisson: -107.124
[19] valid_0's poisson: -107.299
[20] valid_0's poisson: -107.458
[21] valid_0's poisson: -107.583
[22] valid_0's poisson: -107.691
[23] valid_0's poisson: -107.797
[24] valid_0's poisson: -107.88
[25] valid_0's poisson: -107.964
[26] valid_0's poisson: -108.026
[27] valid_0's poisson: -108.106
[28] valid_0's poisson: -108.169
[29] valid_0's poisson: -108.238
[30] valid_0's poisson: -108.286
[31] valid_0's poisson: -108.338
[32] valid_0's poisson: -108.377
[33] valid_0's poisson: -108.408
[34] valid_0's poisson: -108.484
[35] valid_0's poisson: -108.518
[36] valid_0's poisson: -108.556
[37] valid_0's poisson: -108.596
[38] valid_0's poisson: -108.624
[39] valid_0's poisson: -108.65
[40] valid_0's poisson: -108.681
[41] valid_0's poisson: -108.703
[42] valid_0's poisson: -108.725
[43] valid_0's poisson: -108.744
[44] valid_0's poisson: -108.782
[45] valid_0's poisson: -108.788
[46] valid_0's poisson: -108.808
[47] valid_0's poisson: -108.837
[48] valid_0's poisson: -108.852
[49] valid_0's poisson: -108.883
[50] valid_0's poisson: -108.9
[51] valid_0's poisson: -108.926
[52] valid_0's poisson: -108.939
[53] valid_0's poisson: -108.945
[54] valid_0's poisson: -108.964
[55] valid_0's poisson: -108.984
[56] valid_0's poisson: -109.003
[57] valid_0's poisson: -109.024
[58] valid_0's poisson: -109.027
[59] valid_0's poisson: -109.042
[60] valid_0's poisson: -109.051
[61] valid_0's poisson: -109.067
[62] valid_0's poisson: -109.075
[63] valid_0's poisson: -109.077
[64] valid_0's poisson: -109.096
[65] valid_0's poisson: -109.109
[66] valid_0's poisson: -109.114
[67] valid_0's poisson: -109.129
[68] valid_0's poisson: -109.138
[69] valid_0's poisson: -109.148
[70] valid_0's poisson: -109.149
[71] valid_0's poisson: -109.162
[72] valid_0's poisson: -109.173
[73] valid_0's poisson: -109.182
[74] valid_0's poisson: -109.187
[75] valid_0's poisson: -109.197
[76] valid_0's poisson: -109.206
[77] valid_0's poisson: -109.206
[78] valid_0's poisson: -109.213
[79] valid_0's poisson: -109.215
[80] valid_0's poisson: -109.219
[81] valid_0's poisson: -109.226
[82] valid_0's poisson: -109.227
[83] valid_0's poisson: -109.242
[84] valid_0's poisson: -109.246
[85] valid_0's poisson: -109.254
[86] valid_0's poisson: -109.263
[87] valid_0's poisson: -109.266
[88] valid_0's poisson: -109.27
[89] valid_0's poisson: -109.274
[90] valid_0's poisson: -109.282
[91] valid_0's poisson: -109.283
[92] valid_0's poisson: -109.285
[93] valid_0's poisson: -109.295
[94] valid_0's poisson: -109.302
[95] valid_0's poisson: -109.31
[96] valid_0's poisson: -109.315
[97] valid_0's poisson: -109.316
[98] valid_0's poisson: -109.321
[99] valid_0's poisson: -109.327
[100] valid_0's poisson: -109.329
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9965
[2] valid_0's poisson: -95.1179
[3] valid_0's poisson: -97.4168
[4] valid_0's poisson: -99.1438
[5] valid_0's poisson: -100.473
[6] valid_0's poisson: -101.628
[7] valid_0's poisson: -102.556
[8] valid_0's poisson: -103.339
[9] valid_0's poisson: -104.018
[10] valid_0's poisson: -104.565
[11] valid_0's poisson: -105.078
[12] valid_0's poisson: -105.502
[13] valid_0's poisson: -105.838
[14] valid_0's poisson: -106.201
[15] valid_0's poisson: -106.469
[16] valid_0's poisson: -106.746
[17] valid_0's poisson: -106.959
[18] valid_0's poisson: -107.156
[19] valid_0's poisson: -107.308
[20] valid_0's poisson: -107.473
[21] valid_0's poisson: -107.596
[22] valid_0's poisson: -107.714
[23] valid_0's poisson: -107.805
[24] valid_0's poisson: -107.891
[25] valid_0's poisson: -107.974
[26] valid_0's poisson: -108.055
[27] valid_0's poisson: -108.111
[28] valid_0's poisson: -108.208
[29] valid_0's poisson: -108.263
[30] valid_0's poisson: -108.327
[31] valid_0's poisson: -108.364
[32] valid_0's poisson: -108.405
[33] valid_0's poisson: -108.445
[34] valid_0's poisson: -108.484
[35] valid_0's poisson: -108.553
[36] valid_0's poisson: -108.584
[37] valid_0's poisson: -108.606
[38] valid_0's poisson: -108.642
[39] valid_0's poisson: -108.664
[40] valid_0's poisson: -108.68
[41] valid_0's poisson: -108.721
[42] valid_0's poisson: -108.734
[43] valid_0's poisson: -108.759
[44] valid_0's poisson: -108.781
[45] valid_0's poisson: -108.794
[46] valid_0's poisson: -108.809
[47] valid_0's poisson: -108.832
[48] valid_0's poisson: -108.854
[49] valid_0's poisson: -108.864
[50] valid_0's poisson: -108.894
[51] valid_0's poisson: -108.905
[52] valid_0's poisson: -108.934
[53] valid_0's poisson: -108.955
[54] valid_0's poisson: -108.969
[55] valid_0's poisson: -108.976
[56] valid_0's poisson: -108.996
[57] valid_0's poisson: -109.013
[58] valid_0's poisson: -109.029
[59] valid_0's poisson: -109.053
[60] valid_0's poisson: -109.063
[61] valid_0's poisson: -109.075
[62] valid_0's poisson: -109.078
[63] valid_0's poisson: -109.086
[64] valid_0's poisson: -109.101
[65] valid_0's poisson: -109.107
[66] valid_0's poisson: -109.119
[67] valid_0's poisson: -109.131
[68] valid_0's poisson: -109.133
[69] valid_0's poisson: -109.141
[70] valid_0's poisson: -109.148
[71] valid_0's poisson: -109.161
[72] valid_0's poisson: -109.178
[73] valid_0's poisson: -109.197
[74] valid_0's poisson: -109.208
[75] valid_0's poisson: -109.209
[76] valid_0's poisson: -109.216
[77] valid_0's poisson: -109.233
[78] valid_0's poisson: -109.238
[79] valid_0's poisson: -109.247
[80] valid_0's poisson: -109.252
[81] valid_0's poisson: -109.258
[82] valid_0's poisson: -109.274
[83] valid_0's poisson: -109.282
[84] valid_0's poisson: -109.29
[85] valid_0's poisson: -109.291
[86] valid_0's poisson: -109.293
[87] valid_0's poisson: -109.295
[88] valid_0's poisson: -109.297
[89] valid_0's poisson: -109.299
[90] valid_0's poisson: -109.304
[91] valid_0's poisson: -109.305
[92] valid_0's poisson: -109.307
[93] valid_0's poisson: -109.309
[94] valid_0's poisson: -109.316
[95] valid_0's poisson: -109.322
[96] valid_0's poisson: -109.328
[97] valid_0's poisson: -109.331
[98] valid_0's poisson: -109.339
[99] valid_0's poisson: -109.345
[100] valid_0's poisson: -109.354
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.0256
[2] valid_0's poisson: -95.1887
[3] valid_0's poisson: -97.3708
[4] valid_0's poisson: -99.0878
[5] valid_0's poisson: -100.47
[6] valid_0's poisson: -101.58
[7] valid_0's poisson: -102.539
[8] valid_0's poisson: -103.335
[9] valid_0's poisson: -104.02
[10] valid_0's poisson: -104.588
[11] valid_0's poisson: -105.097
[12] valid_0's poisson: -105.522
[13] valid_0's poisson: -105.888
[14] valid_0's poisson: -106.239
[15] valid_0's poisson: -106.551
[16] valid_0's poisson: -106.785
[17] valid_0's poisson: -107.014
[18] valid_0's poisson: -107.198
[19] valid_0's poisson: -107.387
[20] valid_0's poisson: -107.538
[21] valid_0's poisson: -107.659
[22] valid_0's poisson: -107.769
[23] valid_0's poisson: -107.856
[24] valid_0's poisson: -107.943
[25] valid_0's poisson: -108.026
[26] valid_0's poisson: -108.116
[27] valid_0's poisson: -108.196
[28] valid_0's poisson: -108.262
[29] valid_0's poisson: -108.341
[30] valid_0's poisson: -108.388
[31] valid_0's poisson: -108.426
[32] valid_0's poisson: -108.499
[33] valid_0's poisson: -108.54
[34] valid_0's poisson: -108.568
[35] valid_0's poisson: -108.626
[36] valid_0's poisson: -108.657
[37] valid_0's poisson: -108.692
[38] valid_0's poisson: -108.71
[39] valid_0's poisson: -108.731
[40] valid_0's poisson: -108.747
[41] valid_0's poisson: -108.772
[42] valid_0's poisson: -108.786
[43] valid_0's poisson: -108.83
[44] valid_0's poisson: -108.856
[45] valid_0's poisson: -108.873
[46] valid_0's poisson: -108.884
[47] valid_0's poisson: -108.904
[48] valid_0's poisson: -108.935
[49] valid_0's poisson: -108.946
[50] valid_0's poisson: -108.96
[51] valid_0's poisson: -108.975
[52] valid_0's poisson: -108.979
[53] valid_0's poisson: -108.995
[54] valid_0's poisson: -109.014
[55] valid_0's poisson: -109.019
[56] valid_0's poisson: -109.04
[57] valid_0's poisson: -109.047
[58] valid_0's poisson: -109.056
[59] valid_0's poisson: -109.063
[60] valid_0's poisson: -109.082
[61] valid_0's poisson: -109.105
[62] valid_0's poisson: -109.109
[63] valid_0's poisson: -109.112
[64] valid_0's poisson: -109.125
[65] valid_0's poisson: -109.125
[66] valid_0's poisson: -109.132
[67] valid_0's poisson: -109.137
[68] valid_0's poisson: -109.14
[69] valid_0's poisson: -109.147
[70] valid_0's poisson: -109.168
[71] valid_0's poisson: -109.172
[72] valid_0's poisson: -109.18
[73] valid_0's poisson: -109.183
[74] valid_0's poisson: -109.189
[75] valid_0's poisson: -109.196
[76] valid_0's poisson: -109.21
[77] valid_0's poisson: -109.212
[78] valid_0's poisson: -109.222
[79] valid_0's poisson: -109.228
[80] valid_0's poisson: -109.235
[81] valid_0's poisson: -109.237
[82] valid_0's poisson: -109.243
[83] valid_0's poisson: -109.245
[84] valid_0's poisson: -109.252
[85] valid_0's poisson: -109.257
[86] valid_0's poisson: -109.265
[87] valid_0's poisson: -109.268
[88] valid_0's poisson: -109.272
[89] valid_0's poisson: -109.286
[90] valid_0's poisson: -109.291
[91] valid_0's poisson: -109.296
[92] valid_0's poisson: -109.298
[93] valid_0's poisson: -109.298
[94] valid_0's poisson: -109.303
[95] valid_0's poisson: -109.311
[96] valid_0's poisson: -109.313
[97] valid_0's poisson: -109.316
[98] valid_0's poisson: -109.325
[99] valid_0's poisson: -109.332
[100] valid_0's poisson: -109.344
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.047
[2] valid_0's poisson: -95.2282
[3] valid_0's poisson: -97.4165
[4] valid_0's poisson: -99.1506
[5] valid_0's poisson: -100.523
[6] valid_0's poisson: -101.648
[7] valid_0's poisson: -102.59
[8] valid_0's poisson: -103.372
[9] valid_0's poisson: -104.087
[10] valid_0's poisson: -104.65
[11] valid_0's poisson: -105.113
[12] valid_0's poisson: -105.576
[13] valid_0's poisson: -105.956
[14] valid_0's poisson: -106.271
[15] valid_0's poisson: -106.544
[16] valid_0's poisson: -106.807
[17] valid_0's poisson: -107.046
[18] valid_0's poisson: -107.231
[19] valid_0's poisson: -107.39
[20] valid_0's poisson: -107.552
[21] valid_0's poisson: -107.675
[22] valid_0's poisson: -107.792
[23] valid_0's poisson: -107.883
[24] valid_0's poisson: -107.977
[25] valid_0's poisson: -108.061
[26] valid_0's poisson: -108.129
[27] valid_0's poisson: -108.185
[28] valid_0's poisson: -108.25
[29] valid_0's poisson: -108.316
[30] valid_0's poisson: -108.368
[31] valid_0's poisson: -108.412
[32] valid_0's poisson: -108.444
[33] valid_0's poisson: -108.483
[34] valid_0's poisson: -108.519
[35] valid_0's poisson: -108.563
[36] valid_0's poisson: -108.59
[37] valid_0's poisson: -108.606
[38] valid_0's poisson: -108.653
[39] valid_0's poisson: -108.671
[40] valid_0's poisson: -108.695
[41] valid_0's poisson: -108.733
[42] valid_0's poisson: -108.753
[43] valid_0's poisson: -108.773
[44] valid_0's poisson: -108.784
[45] valid_0's poisson: -108.809
[46] valid_0's poisson: -108.834
[47] valid_0's poisson: -108.844
[48] valid_0's poisson: -108.859
[49] valid_0's poisson: -108.881
[50] valid_0's poisson: -108.891
[51] valid_0's poisson: -108.903
[52] valid_0's poisson: -108.913
[53] valid_0's poisson: -108.94
[54] valid_0's poisson: -108.952
[55] valid_0's poisson: -108.956
[56] valid_0's poisson: -108.971
[57] valid_0's poisson: -108.995
[58] valid_0's poisson: -109.005
[59] valid_0's poisson: -109.019
[60] valid_0's poisson: -109.033
[61] valid_0's poisson: -109.048
[62] valid_0's poisson: -109.075
[63] valid_0's poisson: -109.078
[64] valid_0's poisson: -109.087
[65] valid_0's poisson: -109.104
[66] valid_0's poisson: -109.109
[67] valid_0's poisson: -109.117
[68] valid_0's poisson: -109.131
[69] valid_0's poisson: -109.149
[70] valid_0's poisson: -109.156
[71] valid_0's poisson: -109.171
[72] valid_0's poisson: -109.177
[73] valid_0's poisson: -109.185
[74] valid_0's poisson: -109.192
[75] valid_0's poisson: -109.204
[76] valid_0's poisson: -109.207
[77] valid_0's poisson: -109.21
[78] valid_0's poisson: -109.225
[79] valid_0's poisson: -109.234
[80] valid_0's poisson: -109.236
[81] valid_0's poisson: -109.247
[82] valid_0's poisson: -109.254
[83] valid_0's poisson: -109.265
[84] valid_0's poisson: -109.272
[85] valid_0's poisson: -109.283
[86] valid_0's poisson: -109.284
[87] valid_0's poisson: -109.288
[88] valid_0's poisson: -109.297
[89] valid_0's poisson: -109.302
[90] valid_0's poisson: -109.308
[91] valid_0's poisson: -109.314
[92] valid_0's poisson: -109.317
[93] valid_0's poisson: -109.32
[94] valid_0's poisson: -109.324
[95] valid_0's poisson: -109.33
[96] valid_0's poisson: -109.335
[97] valid_0's poisson: -109.339
[98] valid_0's poisson: -109.347
[99] valid_0's poisson: -109.351
[100] valid_0's poisson: -109.352
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9729
[2] valid_0's poisson: -95.1344
[3] valid_0's poisson: -97.325
[4] valid_0's poisson: -99.0311
[5] valid_0's poisson: -100.384
[6] valid_0's poisson: -101.498
[7] valid_0's poisson: -102.461
[8] valid_0's poisson: -103.259
[9] valid_0's poisson: -103.961
[10] valid_0's poisson: -104.566
[11] valid_0's poisson: -105.054
[12] valid_0's poisson: -105.483
[13] valid_0's poisson: -105.902
[14] valid_0's poisson: -106.244
[15] valid_0's poisson: -106.501
[16] valid_0's poisson: -106.765
[17] valid_0's poisson: -106.963
[18] valid_0's poisson: -107.153
[19] valid_0's poisson: -107.313
[20] valid_0's poisson: -107.467
[21] valid_0's poisson: -107.588
[22] valid_0's poisson: -107.702
[23] valid_0's poisson: -107.804
[24] valid_0's poisson: -107.89
[25] valid_0's poisson: -107.975
[26] valid_0's poisson: -108.061
[27] valid_0's poisson: -108.143
[28] valid_0's poisson: -108.21
[29] valid_0's poisson: -108.273
[30] valid_0's poisson: -108.354
[31] valid_0's poisson: -108.426
[32] valid_0's poisson: -108.463
[33] valid_0's poisson: -108.492
[34] valid_0's poisson: -108.546
[35] valid_0's poisson: -108.574
[36] valid_0's poisson: -108.592
[37] valid_0's poisson: -108.625
[38] valid_0's poisson: -108.64
[39] valid_0's poisson: -108.654
[40] valid_0's poisson: -108.685
[41] valid_0's poisson: -108.729
[42] valid_0's poisson: -108.757
[43] valid_0's poisson: -108.77
[44] valid_0's poisson: -108.783
[45] valid_0's poisson: -108.826
[46] valid_0's poisson: -108.85
[47] valid_0's poisson: -108.876
[48] valid_0's poisson: -108.883
[49] valid_0's poisson: -108.89
[50] valid_0's poisson: -108.912
[51] valid_0's poisson: -108.944
[52] valid_0's poisson: -108.953
[53] valid_0's poisson: -108.967
[54] valid_0's poisson: -108.991
[55] valid_0's poisson: -109.016
[56] valid_0's poisson: -109.018
[57] valid_0's poisson: -109.034
[58] valid_0's poisson: -109.046
[59] valid_0's poisson: -109.049
[60] valid_0's poisson: -109.067
[61] valid_0's poisson: -109.078
[62] valid_0's poisson: -109.091
[63] valid_0's poisson: -109.11
[64] valid_0's poisson: -109.111
[65] valid_0's poisson: -109.127
[66] valid_0's poisson: -109.132
[67] valid_0's poisson: -109.14
[68] valid_0's poisson: -109.154
[69] valid_0's poisson: -109.163
[70] valid_0's poisson: -109.171
[71] valid_0's poisson: -109.176
[72] valid_0's poisson: -109.184
[73] valid_0's poisson: -109.188
[74] valid_0's poisson: -109.195
[75] valid_0's poisson: -109.202
[76] valid_0's poisson: -109.212
[77] valid_0's poisson: -109.223
[78] valid_0's poisson: -109.225
[79] valid_0's poisson: -109.231
[80] valid_0's poisson: -109.235
[81] valid_0's poisson: -109.238
[82] valid_0's poisson: -109.249
[83] valid_0's poisson: -109.255
[84] valid_0's poisson: -109.259
[85] valid_0's poisson: -109.261
[86] valid_0's poisson: -109.266
[87] valid_0's poisson: -109.274
[88] valid_0's poisson: -109.281
[89] valid_0's poisson: -109.285
[90] valid_0's poisson: -109.286
[91] valid_0's poisson: -109.295
[92] valid_0's poisson: -109.297
[93] valid_0's poisson: -109.305
[94] valid_0's poisson: -109.306
[95] valid_0's poisson: -109.309
[96] valid_0's poisson: -109.314
[97] valid_0's poisson: -109.315
[98] valid_0's poisson: -109.316
[99] valid_0's poisson: -109.319
[100] valid_0's poisson: -109.32
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5206
[2] valid_0's poisson: -87.8569
[3] valid_0's poisson: -88.1832
[4] valid_0's poisson: -88.5
[5] valid_0's poisson: -88.8088
[6] valid_0's poisson: -89.1062
[7] valid_0's poisson: -89.3963
[8] valid_0's poisson: -89.6784
[9] valid_0's poisson: -89.9551
[10] valid_0's poisson: -90.2278
[11] valid_0's poisson: -90.4925
[12] valid_0's poisson: -90.7505
[13] valid_0's poisson: -91.0041
[14] valid_0's poisson: -91.2509
[15] valid_0's poisson: -91.492
[16] valid_0's poisson: -91.7281
[17] valid_0's poisson: -91.9589
[18] valid_0's poisson: -92.1871
[19] valid_0's poisson: -92.4075
[20] valid_0's poisson: -92.6232
[21] valid_0's poisson: -92.8372
[22] valid_0's poisson: -93.0451
[23] valid_0's poisson: -93.2479
[24] valid_0's poisson: -93.4477
[25] valid_0's poisson: -93.6451
[26] valid_0's poisson: -93.8371
[27] valid_0's poisson: -94.025
[28] valid_0's poisson: -94.21
[29] valid_0's poisson: -94.3907
[30] valid_0's poisson: -94.5711
[31] valid_0's poisson: -94.7472
[32] valid_0's poisson: -94.9203
[33] valid_0's poisson: -95.0903
[34] valid_0's poisson: -95.2572
[35] valid_0's poisson: -95.4208
[36] valid_0's poisson: -95.582
[37] valid_0's poisson: -95.74
[38] valid_0's poisson: -95.8953
[39] valid_0's poisson: -96.0474
[40] valid_0's poisson: -96.1996
[41] valid_0's poisson: -96.3472
[42] valid_0's poisson: -96.4917
[43] valid_0's poisson: -96.6361
[44] valid_0's poisson: -96.7781
[45] valid_0's poisson: -96.9182
[46] valid_0's poisson: -97.0542
[47] valid_0's poisson: -97.1876
[48] valid_0's poisson: -97.3208
[49] valid_0's poisson: -97.4505
[50] valid_0's poisson: -97.5779
[51] valid_0's poisson: -97.7052
[52] valid_0's poisson: -97.8287
[53] valid_0's poisson: -97.9516
[54] valid_0's poisson: -98.0719
[55] valid_0's poisson: -98.1918
[56] valid_0's poisson: -98.3106
[57] valid_0's poisson: -98.4255
[58] valid_0's poisson: -98.5391
[59] valid_0's poisson: -98.6505
[60] valid_0's poisson: -98.7614
[61] valid_0's poisson: -98.8723
[62] valid_0's poisson: -98.9793
[63] valid_0's poisson: -99.0851
[64] valid_0's poisson: -99.1902
[65] valid_0's poisson: -99.2927
[66] valid_0's poisson: -99.3942
[67] valid_0's poisson: -99.4949
[68] valid_0's poisson: -99.5938
[69] valid_0's poisson: -99.6927
[70] valid_0's poisson: -99.7878
[71] valid_0's poisson: -99.8816
[72] valid_0's poisson: -99.974
[73] valid_0's poisson: -100.066
[74] valid_0's poisson: -100.156
[75] valid_0's poisson: -100.245
[76] valid_0's poisson: -100.333
[77] valid_0's poisson: -100.421
[78] valid_0's poisson: -100.506
[79] valid_0's poisson: -100.593
[80] valid_0's poisson: -100.676
[81] valid_0's poisson: -100.759
[82] valid_0's poisson: -100.84
[83] valid_0's poisson: -100.92
[84] valid_0's poisson: -101
[85] valid_0's poisson: -101.078
[86] valid_0's poisson: -101.154
[87] valid_0's poisson: -101.231
[88] valid_0's poisson: -101.306
[89] valid_0's poisson: -101.38
[90] valid_0's poisson: -101.454
[91] valid_0's poisson: -101.527
[92] valid_0's poisson: -101.597
[93] valid_0's poisson: -101.668
[94] valid_0's poisson: -101.738
[95] valid_0's poisson: -101.807
[96] valid_0's poisson: -101.875
[97] valid_0's poisson: -101.942
[98] valid_0's poisson: -102.009
[99] valid_0's poisson: -102.075
[100] valid_0's poisson: -102.141
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5246
[2] valid_0's poisson: -87.8733
[3] valid_0's poisson: -88.2075
[4] valid_0's poisson: -88.5288
[5] valid_0's poisson: -88.8443
[6] valid_0's poisson: -89.1479
[7] valid_0's poisson: -89.4461
[8] valid_0's poisson: -89.7356
[9] valid_0's poisson: -90.0137
[10] valid_0's poisson: -90.2882
[11] valid_0's poisson: -90.5532
[12] valid_0's poisson: -90.8143
[13] valid_0's poisson: -91.0668
[14] valid_0's poisson: -91.3153
[15] valid_0's poisson: -91.5605
[16] valid_0's poisson: -91.7976
[17] valid_0's poisson: -92.0318
[18] valid_0's poisson: -92.2587
[19] valid_0's poisson: -92.4813
[20] valid_0's poisson: -92.7004
[21] valid_0's poisson: -92.9148
[22] valid_0's poisson: -93.1233
[23] valid_0's poisson: -93.3287
[24] valid_0's poisson: -93.5296
[25] valid_0's poisson: -93.7261
[26] valid_0's poisson: -93.9194
[27] valid_0's poisson: -94.1077
[28] valid_0's poisson: -94.2923
[29] valid_0's poisson: -94.4754
[30] valid_0's poisson: -94.6557
[31] valid_0's poisson: -94.8336
[32] valid_0's poisson: -95.0065
[33] valid_0's poisson: -95.1767
[34] valid_0's poisson: -95.3448
[35] valid_0's poisson: -95.5084
[36] valid_0's poisson: -95.6695
[37] valid_0's poisson: -95.8277
[38] valid_0's poisson: -95.9839
[39] valid_0's poisson: -96.1363
[40] valid_0's poisson: -96.2861
[41] valid_0's poisson: -96.4345
[42] valid_0's poisson: -96.5801
[43] valid_0's poisson: -96.7223
[44] valid_0's poisson: -96.8636
[45] valid_0's poisson: -97.0027
[46] valid_0's poisson: -97.1387
[47] valid_0's poisson: -97.2748
[48] valid_0's poisson: -97.4084
[49] valid_0's poisson: -97.5387
[50] valid_0's poisson: -97.6665
[51] valid_0's poisson: -97.7917
[52] valid_0's poisson: -97.9202
[53] valid_0's poisson: -98.0418
[54] valid_0's poisson: -98.162
[55] valid_0's poisson: -98.2815
[56] valid_0's poisson: -98.3974
[57] valid_0's poisson: -98.5158
[58] valid_0's poisson: -98.6305
[59] valid_0's poisson: -98.7433
[60] valid_0's poisson: -98.8529
[61] valid_0's poisson: -98.9628
[62] valid_0's poisson: -99.0691
[63] valid_0's poisson: -99.1774
[64] valid_0's poisson: -99.2806
[65] valid_0's poisson: -99.3833
[66] valid_0's poisson: -99.4833
[67] valid_0's poisson: -99.5853
[68] valid_0's poisson: -99.6827
[69] valid_0's poisson: -99.7786
[70] valid_0's poisson: -99.8765
[71] valid_0's poisson: -99.9697
[72] valid_0's poisson: -100.064
[73] valid_0's poisson: -100.153
[74] valid_0's poisson: -100.242
[75] valid_0's poisson: -100.331
[76] valid_0's poisson: -100.417
[77] valid_0's poisson: -100.501
[78] valid_0's poisson: -100.588
[79] valid_0's poisson: -100.67
[80] valid_0's poisson: -100.752
[81] valid_0's poisson: -100.832
[82] valid_0's poisson: -100.912
[83] valid_0's poisson: -100.993
[84] valid_0's poisson: -101.07
[85] valid_0's poisson: -101.147
[86] valid_0's poisson: -101.222
[87] valid_0's poisson: -101.297
[88] valid_0's poisson: -101.373
[89] valid_0's poisson: -101.446
[90] valid_0's poisson: -101.517
[91] valid_0's poisson: -101.591
[92] valid_0's poisson: -101.661
[93] valid_0's poisson: -101.732
[94] valid_0's poisson: -101.802
[95] valid_0's poisson: -101.869
[96] valid_0's poisson: -101.936
[97] valid_0's poisson: -102.003
[98] valid_0's poisson: -102.071
[99] valid_0's poisson: -102.136
[100] valid_0's poisson: -102.201
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5237
[2] valid_0's poisson: -87.8674
[3] valid_0's poisson: -88.1999
[4] valid_0's poisson: -88.5181
[5] valid_0's poisson: -88.8325
[6] valid_0's poisson: -89.1342
[7] valid_0's poisson: -89.4293
[8] valid_0's poisson: -89.7167
[9] valid_0's poisson: -89.9979
[10] valid_0's poisson: -90.2724
[11] valid_0's poisson: -90.5386
[12] valid_0's poisson: -90.7999
[13] valid_0's poisson: -91.0541
[14] valid_0's poisson: -91.3045
[15] valid_0's poisson: -91.5481
[16] valid_0's poisson: -91.7854
[17] valid_0's poisson: -92.0162
[18] valid_0's poisson: -92.2454
[19] valid_0's poisson: -92.4662
[20] valid_0's poisson: -92.686
[21] valid_0's poisson: -92.8993
[22] valid_0's poisson: -93.108
[23] valid_0's poisson: -93.3141
[24] valid_0's poisson: -93.5139
[25] valid_0's poisson: -93.7106
[26] valid_0's poisson: -93.9033
[27] valid_0's poisson: -94.0936
[28] valid_0's poisson: -94.2784
[29] valid_0's poisson: -94.4596
[30] valid_0's poisson: -94.6389
[31] valid_0's poisson: -94.8147
[32] valid_0's poisson: -94.987
[33] valid_0's poisson: -95.1559
[34] valid_0's poisson: -95.3233
[35] valid_0's poisson: -95.4858
[36] valid_0's poisson: -95.6492
[37] valid_0's poisson: -95.8088
[38] valid_0's poisson: -95.9632
[39] valid_0's poisson: -96.1152
[40] valid_0's poisson: -96.2669
[41] valid_0's poisson: -96.4149
[42] valid_0's poisson: -96.5605
[43] valid_0's poisson: -96.7038
[44] valid_0's poisson: -96.8447
[45] valid_0's poisson: -96.9847
[46] valid_0's poisson: -97.1199
[47] valid_0's poisson: -97.2544
[48] valid_0's poisson: -97.3872
[49] valid_0's poisson: -97.5175
[50] valid_0's poisson: -97.646
[51] valid_0's poisson: -97.7751
[52] valid_0's poisson: -97.8997
[53] valid_0's poisson: -98.0221
[54] valid_0's poisson: -98.1433
[55] valid_0's poisson: -98.2653
[56] valid_0's poisson: -98.3828
[57] valid_0's poisson: -98.4978
[58] valid_0's poisson: -98.6109
[59] valid_0's poisson: -98.7255
[60] valid_0's poisson: -98.8355
[61] valid_0's poisson: -98.9449
[62] valid_0's poisson: -99.0523
[63] valid_0's poisson: -99.1603
[64] valid_0's poisson: -99.2638
[65] valid_0's poisson: -99.3666
[66] valid_0's poisson: -99.4671
[67] valid_0's poisson: -99.5678
[68] valid_0's poisson: -99.6652
[69] valid_0's poisson: -99.7648
[70] valid_0's poisson: -99.863
[71] valid_0's poisson: -99.9563
[72] valid_0's poisson: -100.049
[73] valid_0's poisson: -100.143
[74] valid_0's poisson: -100.232
[75] valid_0's poisson: -100.321
[76] valid_0's poisson: -100.409
[77] valid_0's poisson: -100.496
[78] valid_0's poisson: -100.584
[79] valid_0's poisson: -100.667
[80] valid_0's poisson: -100.75
[81] valid_0's poisson: -100.833
[82] valid_0's poisson: -100.913
[83] valid_0's poisson: -100.993
[84] valid_0's poisson: -101.074
[85] valid_0's poisson: -101.151
[86] valid_0's poisson: -101.23
[87] valid_0's poisson: -101.305
[88] valid_0's poisson: -101.38
[89] valid_0's poisson: -101.455
[90] valid_0's poisson: -101.527
[91] valid_0's poisson: -101.601
[92] valid_0's poisson: -101.672
[93] valid_0's poisson: -101.742
[94] valid_0's poisson: -101.812
[95] valid_0's poisson: -101.88
[96] valid_0's poisson: -101.949
[97] valid_0's poisson: -102.017
[98] valid_0's poisson: -102.083
[99] valid_0's poisson: -102.148
[100] valid_0's poisson: -102.212
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5335
[2] valid_0's poisson: -87.8797
[3] valid_0's poisson: -88.2152
[4] valid_0's poisson: -88.5408
[5] valid_0's poisson: -88.857
[6] valid_0's poisson: -89.162
[7] valid_0's poisson: -89.4611
[8] valid_0's poisson: -89.7505
[9] valid_0's poisson: -90.0321
[10] valid_0's poisson: -90.3062
[11] valid_0's poisson: -90.573
[12] valid_0's poisson: -90.8333
[13] valid_0's poisson: -91.0884
[14] valid_0's poisson: -91.3371
[15] valid_0's poisson: -91.5817
[16] valid_0's poisson: -91.8197
[17] valid_0's poisson: -92.0533
[18] valid_0's poisson: -92.2815
[19] valid_0's poisson: -92.5051
[20] valid_0's poisson: -92.7236
[21] valid_0's poisson: -92.938
[22] valid_0's poisson: -93.1478
[23] valid_0's poisson: -93.3531
[24] valid_0's poisson: -93.5545
[25] valid_0's poisson: -93.7527
[26] valid_0's poisson: -93.9463
[27] valid_0's poisson: -94.1361
[28] valid_0's poisson: -94.3231
[29] valid_0's poisson: -94.5058
[30] valid_0's poisson: -94.6849
[31] valid_0's poisson: -94.8601
[32] valid_0's poisson: -95.0328
[33] valid_0's poisson: -95.2035
[34] valid_0's poisson: -95.3705
[35] valid_0's poisson: -95.5351
[36] valid_0's poisson: -95.6971
[37] valid_0's poisson: -95.855
[38] valid_0's poisson: -96.0098
[39] valid_0's poisson: -96.1632
[40] valid_0's poisson: -96.3124
[41] valid_0's poisson: -96.4599
[42] valid_0's poisson: -96.6057
[43] valid_0's poisson: -96.7492
[44] valid_0's poisson: -96.8907
[45] valid_0's poisson: -97.0298
[46] valid_0's poisson: -97.1669
[47] valid_0's poisson: -97.3014
[48] valid_0's poisson: -97.4347
[49] valid_0's poisson: -97.5652
[50] valid_0's poisson: -97.6934
[51] valid_0's poisson: -97.8196
[52] valid_0's poisson: -97.9449
[53] valid_0's poisson: -98.0673
[54] valid_0's poisson: -98.1883
[55] valid_0's poisson: -98.3078
[56] valid_0's poisson: -98.4246
[57] valid_0's poisson: -98.5396
[58] valid_0's poisson: -98.6537
[59] valid_0's poisson: -98.7653
[60] valid_0's poisson: -98.8792
[61] valid_0's poisson: -98.9874
[62] valid_0's poisson: -99.0939
[63] valid_0's poisson: -99.2029
[64] valid_0's poisson: -99.3068
[65] valid_0's poisson: -99.4098
[66] valid_0's poisson: -99.5118
[67] valid_0's poisson: -99.6114
[68] valid_0's poisson: -99.7127
[69] valid_0's poisson: -99.8093
[70] valid_0's poisson: -99.9068
[71] valid_0's poisson: -100.002
[72] valid_0's poisson: -100.094
[73] valid_0's poisson: -100.186
[74] valid_0's poisson: -100.277
[75] valid_0's poisson: -100.366
[76] valid_0's poisson: -100.455
[77] valid_0's poisson: -100.541
[78] valid_0's poisson: -100.628
[79] valid_0's poisson: -100.713
[80] valid_0's poisson: -100.796
[81] valid_0's poisson: -100.879
[82] valid_0's poisson: -100.959
[83] valid_0's poisson: -101.043
[84] valid_0's poisson: -101.121
[85] valid_0's poisson: -101.198
[86] valid_0's poisson: -101.274
[87] valid_0's poisson: -101.349
[88] valid_0's poisson: -101.423
[89] valid_0's poisson: -101.497
[90] valid_0's poisson: -101.569
[91] valid_0's poisson: -101.643
[92] valid_0's poisson: -101.714
[93] valid_0's poisson: -101.783
[94] valid_0's poisson: -101.852
[95] valid_0's poisson: -101.922
[96] valid_0's poisson: -101.991
[97] valid_0's poisson: -102.057
[98] valid_0's poisson: -102.122
[99] valid_0's poisson: -102.188
[100] valid_0's poisson: -102.253
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5142
[2] valid_0's poisson: -87.8538
[3] valid_0's poisson: -88.1833
[4] valid_0's poisson: -88.5029
[5] valid_0's poisson: -88.8135
[6] valid_0's poisson: -89.1153
[7] valid_0's poisson: -89.4071
[8] valid_0's poisson: -89.6929
[9] valid_0's poisson: -89.9722
[10] valid_0's poisson: -90.2436
[11] valid_0's poisson: -90.5092
[12] valid_0's poisson: -90.7678
[13] valid_0's poisson: -91.0187
[14] valid_0's poisson: -91.2656
[15] valid_0's poisson: -91.5068
[16] valid_0's poisson: -91.7425
[17] valid_0's poisson: -91.9736
[18] valid_0's poisson: -92.1994
[19] valid_0's poisson: -92.4217
[20] valid_0's poisson: -92.6376
[21] valid_0's poisson: -92.8499
[22] valid_0's poisson: -93.058
[23] valid_0's poisson: -93.261
[24] valid_0's poisson: -93.4607
[25] valid_0's poisson: -93.656
[26] valid_0's poisson: -93.8476
[27] valid_0's poisson: -94.0371
[28] valid_0's poisson: -94.2214
[29] valid_0's poisson: -94.4028
[30] valid_0's poisson: -94.581
[31] valid_0's poisson: -94.7553
[32] valid_0's poisson: -94.9269
[33] valid_0's poisson: -95.095
[34] valid_0's poisson: -95.2618
[35] valid_0's poisson: -95.4258
[36] valid_0's poisson: -95.587
[37] valid_0's poisson: -95.7435
[38] valid_0's poisson: -95.8999
[39] valid_0's poisson: -96.051
[40] valid_0's poisson: -96.202
[41] valid_0's poisson: -96.3497
[42] valid_0's poisson: -96.4943
[43] valid_0's poisson: -96.6372
[44] valid_0's poisson: -96.7784
[45] valid_0's poisson: -96.9162
[46] valid_0's poisson: -97.0519
[47] valid_0's poisson: -97.1846
[48] valid_0's poisson: -97.3172
[49] valid_0's poisson: -97.4471
[50] valid_0's poisson: -97.5744
[51] valid_0's poisson: -97.6996
[52] valid_0's poisson: -97.8244
[53] valid_0's poisson: -97.9479
[54] valid_0's poisson: -98.0696
[55] valid_0's poisson: -98.1885
[56] valid_0's poisson: -98.3056
[57] valid_0's poisson: -98.4211
[58] valid_0's poisson: -98.5355
[59] valid_0's poisson: -98.6482
[60] valid_0's poisson: -98.759
[61] valid_0's poisson: -98.8691
[62] valid_0's poisson: -98.9769
[63] valid_0's poisson: -99.0829
[64] valid_0's poisson: -99.1883
[65] valid_0's poisson: -99.2924
[66] valid_0's poisson: -99.3975
[67] valid_0's poisson: -99.4978
[68] valid_0's poisson: -99.5967
[69] valid_0's poisson: -99.6941
[70] valid_0's poisson: -99.7909
[71] valid_0's poisson: -99.8888
[72] valid_0's poisson: -99.9823
[73] valid_0's poisson: -100.075
[74] valid_0's poisson: -100.166
[75] valid_0's poisson: -100.256
[76] valid_0's poisson: -100.344
[77] valid_0's poisson: -100.434
[78] valid_0's poisson: -100.52
[79] valid_0's poisson: -100.606
[80] valid_0's poisson: -100.69
[81] valid_0's poisson: -100.776
[82] valid_0's poisson: -100.858
[83] valid_0's poisson: -100.938
[84] valid_0's poisson: -101.02
[85] valid_0's poisson: -101.099
[86] valid_0's poisson: -101.177
[87] valid_0's poisson: -101.254
[88] valid_0's poisson: -101.332
[89] valid_0's poisson: -101.407
[90] valid_0's poisson: -101.481
[91] valid_0's poisson: -101.553
[92] valid_0's poisson: -101.627
[93] valid_0's poisson: -101.697
[94] valid_0's poisson: -101.768
[95] valid_0's poisson: -101.839
[96] valid_0's poisson: -101.906
[97] valid_0's poisson: -101.974
[98] valid_0's poisson: -102.042
[99] valid_0's poisson: -102.107
[100] valid_0's poisson: -102.172
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9186
[2] valid_0's poisson: -94.9318
[3] valid_0's poisson: -97.1554
[4] valid_0's poisson: -98.9657
[5] valid_0's poisson: -100.341
[6] valid_0's poisson: -101.456
[7] valid_0's poisson: -102.391
[8] valid_0's poisson: -103.214
[9] valid_0's poisson: -103.893
[10] valid_0's poisson: -104.472
[11] valid_0's poisson: -105.036
[12] valid_0's poisson: -105.462
[13] valid_0's poisson: -105.822
[14] valid_0's poisson: -106.14
[15] valid_0's poisson: -106.456
[16] valid_0's poisson: -106.698
[17] valid_0's poisson: -106.923
[18] valid_0's poisson: -107.124
[19] valid_0's poisson: -107.3
[20] valid_0's poisson: -107.462
[21] valid_0's poisson: -107.581
[22] valid_0's poisson: -107.689
[23] valid_0's poisson: -107.777
[24] valid_0's poisson: -107.864
[25] valid_0's poisson: -107.969
[26] valid_0's poisson: -108.053
[27] valid_0's poisson: -108.116
[28] valid_0's poisson: -108.19
[29] valid_0's poisson: -108.238
[30] valid_0's poisson: -108.308
[31] valid_0's poisson: -108.371
[32] valid_0's poisson: -108.412
[33] valid_0's poisson: -108.466
[34] valid_0's poisson: -108.493
[35] valid_0's poisson: -108.528
[36] valid_0's poisson: -108.556
[37] valid_0's poisson: -108.582
[38] valid_0's poisson: -108.61
[39] valid_0's poisson: -108.627
[40] valid_0's poisson: -108.664
[41] valid_0's poisson: -108.679
[42] valid_0's poisson: -108.726
[43] valid_0's poisson: -108.752
[44] valid_0's poisson: -108.772
[45] valid_0's poisson: -108.792
[46] valid_0's poisson: -108.818
[47] valid_0's poisson: -108.834
[48] valid_0's poisson: -108.847
[49] valid_0's poisson: -108.867
[50] valid_0's poisson: -108.896
[51] valid_0's poisson: -108.91
[52] valid_0's poisson: -108.936
[53] valid_0's poisson: -108.953
[54] valid_0's poisson: -108.977
[55] valid_0's poisson: -108.983
[56] valid_0's poisson: -108.991
[57] valid_0's poisson: -109.013
[58] valid_0's poisson: -109.02
[59] valid_0's poisson: -109.044
[60] valid_0's poisson: -109.063
[61] valid_0's poisson: -109.082
[62] valid_0's poisson: -109.084
[63] valid_0's poisson: -109.104
[64] valid_0's poisson: -109.119
[65] valid_0's poisson: -109.131
[66] valid_0's poisson: -109.132
[67] valid_0's poisson: -109.139
[68] valid_0's poisson: -109.151
[69] valid_0's poisson: -109.166
[70] valid_0's poisson: -109.175
[71] valid_0's poisson: -109.18
[72] valid_0's poisson: -109.184
[73] valid_0's poisson: -109.192
[74] valid_0's poisson: -109.2
[75] valid_0's poisson: -109.202
[76] valid_0's poisson: -109.208
[77] valid_0's poisson: -109.213
[78] valid_0's poisson: -109.224
[79] valid_0's poisson: -109.23
[80] valid_0's poisson: -109.239
[81] valid_0's poisson: -109.244
[82] valid_0's poisson: -109.25
[83] valid_0's poisson: -109.251
[84] valid_0's poisson: -109.262
[85] valid_0's poisson: -109.263
[86] valid_0's poisson: -109.266
[87] valid_0's poisson: -109.275
[88] valid_0's poisson: -109.277
[89] valid_0's poisson: -109.282
[90] valid_0's poisson: -109.289
[91] valid_0's poisson: -109.294
[92] valid_0's poisson: -109.302
[93] valid_0's poisson: -109.307
[94] valid_0's poisson: -109.317
[95] valid_0's poisson: -109.324
[96] valid_0's poisson: -109.33
[97] valid_0's poisson: -109.334
[98] valid_0's poisson: -109.343
[99] valid_0's poisson: -109.347
[100] valid_0's poisson: -109.354
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9963
[2] valid_0's poisson: -95.1178
[3] valid_0's poisson: -97.4166
[4] valid_0's poisson: -99.1435
[5] valid_0's poisson: -100.472
[6] valid_0's poisson: -101.627
[7] valid_0's poisson: -102.556
[8] valid_0's poisson: -103.339
[9] valid_0's poisson: -104.017
[10] valid_0's poisson: -104.565
[11] valid_0's poisson: -105.078
[12] valid_0's poisson: -105.502
[13] valid_0's poisson: -105.838
[14] valid_0's poisson: -106.2
[15] valid_0's poisson: -106.469
[16] valid_0's poisson: -106.745
[17] valid_0's poisson: -106.959
[18] valid_0's poisson: -107.156
[19] valid_0's poisson: -107.308
[20] valid_0's poisson: -107.473
[21] valid_0's poisson: -107.595
[22] valid_0's poisson: -107.713
[23] valid_0's poisson: -107.804
[24] valid_0's poisson: -107.891
[25] valid_0's poisson: -107.973
[26] valid_0's poisson: -108.055
[27] valid_0's poisson: -108.111
[28] valid_0's poisson: -108.208
[29] valid_0's poisson: -108.263
[30] valid_0's poisson: -108.327
[31] valid_0's poisson: -108.364
[32] valid_0's poisson: -108.404
[33] valid_0's poisson: -108.449
[34] valid_0's poisson: -108.497
[35] valid_0's poisson: -108.549
[36] valid_0's poisson: -108.571
[37] valid_0's poisson: -108.61
[38] valid_0's poisson: -108.661
[39] valid_0's poisson: -108.684
[40] valid_0's poisson: -108.701
[41] valid_0's poisson: -108.731
[42] valid_0's poisson: -108.75
[43] valid_0's poisson: -108.764
[44] valid_0's poisson: -108.776
[45] valid_0's poisson: -108.796
[46] valid_0's poisson: -108.838
[47] valid_0's poisson: -108.847
[48] valid_0's poisson: -108.859
[49] valid_0's poisson: -108.88
[50] valid_0's poisson: -108.891
[51] valid_0's poisson: -108.899
[52] valid_0's poisson: -108.92
[53] valid_0's poisson: -108.929
[54] valid_0's poisson: -108.95
[55] valid_0's poisson: -108.958
[56] valid_0's poisson: -108.986
[57] valid_0's poisson: -109.018
[58] valid_0's poisson: -109.022
[59] valid_0's poisson: -109.037
[60] valid_0's poisson: -109.058
[61] valid_0's poisson: -109.078
[62] valid_0's poisson: -109.084
[63] valid_0's poisson: -109.088
[64] valid_0's poisson: -109.093
[65] valid_0's poisson: -109.115
[66] valid_0's poisson: -109.13
[67] valid_0's poisson: -109.145
[68] valid_0's poisson: -109.159
[69] valid_0's poisson: -109.165
[70] valid_0's poisson: -109.175
[71] valid_0's poisson: -109.186
[72] valid_0's poisson: -109.196
[73] valid_0's poisson: -109.207
[74] valid_0's poisson: -109.218
[75] valid_0's poisson: -109.232
[76] valid_0's poisson: -109.243
[77] valid_0's poisson: -109.245
[78] valid_0's poisson: -109.248
[79] valid_0's poisson: -109.254
[80] valid_0's poisson: -109.261
[81] valid_0's poisson: -109.271
[82] valid_0's poisson: -109.276
[83] valid_0's poisson: -109.28
[84] valid_0's poisson: -109.285
[85] valid_0's poisson: -109.293
[86] valid_0's poisson: -109.301
[87] valid_0's poisson: -109.306
[88] valid_0's poisson: -109.317
[89] valid_0's poisson: -109.32
[90] valid_0's poisson: -109.323
[91] valid_0's poisson: -109.327
[92] valid_0's poisson: -109.329
[93] valid_0's poisson: -109.332
[94] valid_0's poisson: -109.34
[95] valid_0's poisson: -109.344
[96] valid_0's poisson: -109.349
[97] valid_0's poisson: -109.354
[98] valid_0's poisson: -109.357
[99] valid_0's poisson: -109.367
[100] valid_0's poisson: -109.373
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.0255
[2] valid_0's poisson: -95.1885
[3] valid_0's poisson: -97.3706
[4] valid_0's poisson: -99.0879
[5] valid_0's poisson: -100.47
[6] valid_0's poisson: -101.58
[7] valid_0's poisson: -102.539
[8] valid_0's poisson: -103.334
[9] valid_0's poisson: -104.019
[10] valid_0's poisson: -104.587
[11] valid_0's poisson: -105.096
[12] valid_0's poisson: -105.522
[13] valid_0's poisson: -105.888
[14] valid_0's poisson: -106.239
[15] valid_0's poisson: -106.551
[16] valid_0's poisson: -106.785
[17] valid_0's poisson: -107.014
[18] valid_0's poisson: -107.198
[19] valid_0's poisson: -107.386
[20] valid_0's poisson: -107.538
[21] valid_0's poisson: -107.658
[22] valid_0's poisson: -107.769
[23] valid_0's poisson: -107.856
[24] valid_0's poisson: -107.943
[25] valid_0's poisson: -108.026
[26] valid_0's poisson: -108.116
[27] valid_0's poisson: -108.196
[28] valid_0's poisson: -108.262
[29] valid_0's poisson: -108.341
[30] valid_0's poisson: -108.387
[31] valid_0's poisson: -108.426
[32] valid_0's poisson: -108.501
[33] valid_0's poisson: -108.543
[34] valid_0's poisson: -108.571
[35] valid_0's poisson: -108.608
[36] valid_0's poisson: -108.637
[37] valid_0's poisson: -108.683
[38] valid_0's poisson: -108.71
[39] valid_0's poisson: -108.732
[40] valid_0's poisson: -108.748
[41] valid_0's poisson: -108.768
[42] valid_0's poisson: -108.784
[43] valid_0's poisson: -108.822
[44] valid_0's poisson: -108.845
[45] valid_0's poisson: -108.862
[46] valid_0's poisson: -108.878
[47] valid_0's poisson: -108.889
[48] valid_0's poisson: -108.899
[49] valid_0's poisson: -108.915
[50] valid_0's poisson: -108.945
[51] valid_0's poisson: -108.972
[52] valid_0's poisson: -108.988
[53] valid_0's poisson: -109.013
[54] valid_0's poisson: -109.027
[55] valid_0's poisson: -109.031
[56] valid_0's poisson: -109.043
[57] valid_0's poisson: -109.057
[58] valid_0's poisson: -109.067
[59] valid_0's poisson: -109.075
[60] valid_0's poisson: -109.082
[61] valid_0's poisson: -109.084
[62] valid_0's poisson: -109.101
[63] valid_0's poisson: -109.107
[64] valid_0's poisson: -109.116
[65] valid_0's poisson: -109.127
[66] valid_0's poisson: -109.137
[67] valid_0's poisson: -109.142
[68] valid_0's poisson: -109.156
[69] valid_0's poisson: -109.16
[70] valid_0's poisson: -109.168
[71] valid_0's poisson: -109.174
[72] valid_0's poisson: -109.179
[73] valid_0's poisson: -109.189
[74] valid_0's poisson: -109.195
[75] valid_0's poisson: -109.196
[76] valid_0's poisson: -109.212
[77] valid_0's poisson: -109.22
[78] valid_0's poisson: -109.228
[79] valid_0's poisson: -109.231
[80] valid_0's poisson: -109.235
[81] valid_0's poisson: -109.235
[82] valid_0's poisson: -109.237
[83] valid_0's poisson: -109.245
[84] valid_0's poisson: -109.247
[85] valid_0's poisson: -109.258
[86] valid_0's poisson: -109.259
[87] valid_0's poisson: -109.258
[88] valid_0's poisson: -109.264
[89] valid_0's poisson: -109.268
[90] valid_0's poisson: -109.27
[91] valid_0's poisson: -109.279
[92] valid_0's poisson: -109.288
[93] valid_0's poisson: -109.297
[94] valid_0's poisson: -109.305
[95] valid_0's poisson: -109.304
[96] valid_0's poisson: -109.313
[97] valid_0's poisson: -109.314
[98] valid_0's poisson: -109.315
[99] valid_0's poisson: -109.321
[100] valid_0's poisson: -109.328
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.0469
[2] valid_0's poisson: -95.228
[3] valid_0's poisson: -97.4163
[4] valid_0's poisson: -99.1503
[5] valid_0's poisson: -100.522
[6] valid_0's poisson: -101.648
[7] valid_0's poisson: -102.59
[8] valid_0's poisson: -103.372
[9] valid_0's poisson: -104.086
[10] valid_0's poisson: -104.649
[11] valid_0's poisson: -105.112
[12] valid_0's poisson: -105.575
[13] valid_0's poisson: -105.956
[14] valid_0's poisson: -106.27
[15] valid_0's poisson: -106.544
[16] valid_0's poisson: -106.807
[17] valid_0's poisson: -107.045
[18] valid_0's poisson: -107.23
[19] valid_0's poisson: -107.389
[20] valid_0's poisson: -107.525
[21] valid_0's poisson: -107.663
[22] valid_0's poisson: -107.779
[23] valid_0's poisson: -107.876
[24] valid_0's poisson: -107.97
[25] valid_0's poisson: -108.056
[26] valid_0's poisson: -108.12
[27] valid_0's poisson: -108.183
[28] valid_0's poisson: -108.24
[29] valid_0's poisson: -108.312
[30] valid_0's poisson: -108.369
[31] valid_0's poisson: -108.42
[32] valid_0's poisson: -108.463
[33] valid_0's poisson: -108.497
[34] valid_0's poisson: -108.536
[35] valid_0's poisson: -108.568
[36] valid_0's poisson: -108.617
[37] valid_0's poisson: -108.636
[38] valid_0's poisson: -108.654
[39] valid_0's poisson: -108.689
[40] valid_0's poisson: -108.717
[41] valid_0's poisson: -108.748
[42] valid_0's poisson: -108.761
[43] valid_0's poisson: -108.802
[44] valid_0's poisson: -108.822
[45] valid_0's poisson: -108.856
[46] valid_0's poisson: -108.871
[47] valid_0's poisson: -108.886
[48] valid_0's poisson: -108.896
[49] valid_0's poisson: -108.905
[50] valid_0's poisson: -108.921
[51] valid_0's poisson: -108.949
[52] valid_0's poisson: -108.968
[53] valid_0's poisson: -108.973
[54] valid_0's poisson: -108.985
[55] valid_0's poisson: -109.004
[56] valid_0's poisson: -109.023
[57] valid_0's poisson: -109.034
[58] valid_0's poisson: -109.064
[59] valid_0's poisson: -109.067
[60] valid_0's poisson: -109.08
[61] valid_0's poisson: -109.085
[62] valid_0's poisson: -109.093
[63] valid_0's poisson: -109.102
[64] valid_0's poisson: -109.118
[65] valid_0's poisson: -109.128
[66] valid_0's poisson: -109.153
[67] valid_0's poisson: -109.155
[68] valid_0's poisson: -109.162
[69] valid_0's poisson: -109.176
[70] valid_0's poisson: -109.182
[71] valid_0's poisson: -109.195
[72] valid_0's poisson: -109.204
[73] valid_0's poisson: -109.213
[74] valid_0's poisson: -109.226
[75] valid_0's poisson: -109.227
[76] valid_0's poisson: -109.233
[77] valid_0's poisson: -109.237
[78] valid_0's poisson: -109.247
[79] valid_0's poisson: -109.25
[80] valid_0's poisson: -109.254
[81] valid_0's poisson: -109.259
[82] valid_0's poisson: -109.267
[83] valid_0's poisson: -109.274
[84] valid_0's poisson: -109.276
[85] valid_0's poisson: -109.282
[86] valid_0's poisson: -109.284
[87] valid_0's poisson: -109.286
[88] valid_0's poisson: -109.292
[89] valid_0's poisson: -109.296
[90] valid_0's poisson: -109.306
[91] valid_0's poisson: -109.314
[92] valid_0's poisson: -109.316
[93] valid_0's poisson: -109.32
[94] valid_0's poisson: -109.324
[95] valid_0's poisson: -109.324
[96] valid_0's poisson: -109.329
[97] valid_0's poisson: -109.333
[98] valid_0's poisson: -109.338
[99] valid_0's poisson: -109.34
[100] valid_0's poisson: -109.343
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9728
[2] valid_0's poisson: -95.1342
[3] valid_0's poisson: -97.3248
[4] valid_0's poisson: -99.0308
[5] valid_0's poisson: -100.384
[6] valid_0's poisson: -101.496
[7] valid_0's poisson: -102.461
[8] valid_0's poisson: -103.258
[9] valid_0's poisson: -103.961
[10] valid_0's poisson: -104.566
[11] valid_0's poisson: -105.053
[12] valid_0's poisson: -105.482
[13] valid_0's poisson: -105.902
[14] valid_0's poisson: -106.243
[15] valid_0's poisson: -106.501
[16] valid_0's poisson: -106.764
[17] valid_0's poisson: -106.962
[18] valid_0's poisson: -107.152
[19] valid_0's poisson: -107.312
[20] valid_0's poisson: -107.466
[21] valid_0's poisson: -107.587
[22] valid_0's poisson: -107.702
[23] valid_0's poisson: -107.803
[24] valid_0's poisson: -107.89
[25] valid_0's poisson: -107.974
[26] valid_0's poisson: -108.06
[27] valid_0's poisson: -108.142
[28] valid_0's poisson: -108.21
[29] valid_0's poisson: -108.271
[30] valid_0's poisson: -108.324
[31] valid_0's poisson: -108.402
[32] valid_0's poisson: -108.467
[33] valid_0's poisson: -108.501
[34] valid_0's poisson: -108.528
[35] valid_0's poisson: -108.581
[36] valid_0's poisson: -108.631
[37] valid_0's poisson: -108.652
[38] valid_0's poisson: -108.669
[39] valid_0's poisson: -108.704
[40] valid_0's poisson: -108.718
[41] valid_0's poisson: -108.755
[42] valid_0's poisson: -108.785
[43] valid_0's poisson: -108.796
[44] valid_0's poisson: -108.819
[45] valid_0's poisson: -108.837
[46] valid_0's poisson: -108.856
[47] valid_0's poisson: -108.88
[48] valid_0's poisson: -108.892
[49] valid_0's poisson: -108.911
[50] valid_0's poisson: -108.918
[51] valid_0's poisson: -108.933
[52] valid_0's poisson: -108.955
[53] valid_0's poisson: -108.958
[54] valid_0's poisson: -108.974
[55] valid_0's poisson: -108.985
[56] valid_0's poisson: -109.01
[57] valid_0's poisson: -109.014
[58] valid_0's poisson: -109.021
[59] valid_0's poisson: -109.033
[60] valid_0's poisson: -109.045
[61] valid_0's poisson: -109.05
[62] valid_0's poisson: -109.061
[63] valid_0's poisson: -109.073
[64] valid_0's poisson: -109.092
[65] valid_0's poisson: -109.099
[66] valid_0's poisson: -109.111
[67] valid_0's poisson: -109.118
[68] valid_0's poisson: -109.123
[69] valid_0's poisson: -109.125
[70] valid_0's poisson: -109.138
[71] valid_0's poisson: -109.144
[72] valid_0's poisson: -109.159
[73] valid_0's poisson: -109.17
[74] valid_0's poisson: -109.17
[75] valid_0's poisson: -109.182
[76] valid_0's poisson: -109.186
[77] valid_0's poisson: -109.191
[78] valid_0's poisson: -109.194
[79] valid_0's poisson: -109.197
[80] valid_0's poisson: -109.203
[81] valid_0's poisson: -109.205
[82] valid_0's poisson: -109.212
[83] valid_0's poisson: -109.213
[84] valid_0's poisson: -109.222
[85] valid_0's poisson: -109.231
[86] valid_0's poisson: -109.24
[87] valid_0's poisson: -109.241
[88] valid_0's poisson: -109.245
[89] valid_0's poisson: -109.25
[90] valid_0's poisson: -109.258
[91] valid_0's poisson: -109.272
[92] valid_0's poisson: -109.282
[93] valid_0's poisson: -109.289
[94] valid_0's poisson: -109.298
[95] valid_0's poisson: -109.305
[96] valid_0's poisson: -109.306
[97] valid_0's poisson: -109.309
[98] valid_0's poisson: -109.309
[99] valid_0's poisson: -109.314
[100] valid_0's poisson: -109.323
[CV] END bagging_fraction=0.6, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.8839
[2] valid_0's poisson: -92.0246
[3] valid_0's poisson: -93.9198
[4] valid_0's poisson: -95.4696
[5] valid_0's poisson: -96.7326
[6] valid_0's poisson: -97.7664
[7] valid_0's poisson: -98.6785
[8] valid_0's poisson: -99.5317
[9] valid_0's poisson: -100.277
[10] valid_0's poisson: -100.921
[11] valid_0's poisson: -101.604
[12] valid_0's poisson: -102.11
[13] valid_0's poisson: -102.546
[14] valid_0's poisson: -102.975
[15] valid_0's poisson: -103.387
[16] valid_0's poisson: -103.74
[17] valid_0's poisson: -104.093
[18] valid_0's poisson: -104.373
[19] valid_0's poisson: -104.636
[20] valid_0's poisson: -104.867
[21] valid_0's poisson: -105.111
[22] valid_0's poisson: -105.341
[23] valid_0's poisson: -105.523
[24] valid_0's poisson: -105.69
[25] valid_0's poisson: -105.857
[26] valid_0's poisson: -106.007
[27] valid_0's poisson: -106.13
[28] valid_0's poisson: -106.262
[29] valid_0's poisson: -106.377
[30] valid_0's poisson: -106.485
[31] valid_0's poisson: -106.604
[32] valid_0's poisson: -106.704
[33] valid_0's poisson: -106.788
[34] valid_0's poisson: -106.861
[35] valid_0's poisson: -106.941
[36] valid_0's poisson: -107.025
[37] valid_0's poisson: -107.085
[38] valid_0's poisson: -107.153
[39] valid_0's poisson: -107.204
[40] valid_0's poisson: -107.249
[41] valid_0's poisson: -107.304
[42] valid_0's poisson: -107.348
[43] valid_0's poisson: -107.393
[44] valid_0's poisson: -107.436
[45] valid_0's poisson: -107.472
[46] valid_0's poisson: -107.506
[47] valid_0's poisson: -107.545
[48] valid_0's poisson: -107.588
[49] valid_0's poisson: -107.621
[50] valid_0's poisson: -107.644
[51] valid_0's poisson: -107.669
[52] valid_0's poisson: -107.693
[53] valid_0's poisson: -107.724
[54] valid_0's poisson: -107.752
[55] valid_0's poisson: -107.794
[56] valid_0's poisson: -107.829
[57] valid_0's poisson: -107.85
[58] valid_0's poisson: -107.87
[59] valid_0's poisson: -107.892
[60] valid_0's poisson: -107.917
[61] valid_0's poisson: -107.947
[62] valid_0's poisson: -107.961
[63] valid_0's poisson: -107.979
[64] valid_0's poisson: -107.994
[65] valid_0's poisson: -108.024
[66] valid_0's poisson: -108.036
[67] valid_0's poisson: -108.054
[68] valid_0's poisson: -108.08
[69] valid_0's poisson: -108.091
[70] valid_0's poisson: -108.102
[71] valid_0's poisson: -108.131
[72] valid_0's poisson: -108.139
[73] valid_0's poisson: -108.153
[74] valid_0's poisson: -108.162
[75] valid_0's poisson: -108.177
[76] valid_0's poisson: -108.194
[77] valid_0's poisson: -108.208
[78] valid_0's poisson: -108.228
[79] valid_0's poisson: -108.237
[80] valid_0's poisson: -108.243
[81] valid_0's poisson: -108.249
[82] valid_0's poisson: -108.256
[83] valid_0's poisson: -108.261
[84] valid_0's poisson: -108.274
[85] valid_0's poisson: -108.285
[86] valid_0's poisson: -108.306
[87] valid_0's poisson: -108.318
[88] valid_0's poisson: -108.329
[89] valid_0's poisson: -108.337
[90] valid_0's poisson: -108.342
[91] valid_0's poisson: -108.345
[92] valid_0's poisson: -108.364
[93] valid_0's poisson: -108.381
[94] valid_0's poisson: -108.392
[95] valid_0's poisson: -108.402
[96] valid_0's poisson: -108.413
[97] valid_0's poisson: -108.415
[98] valid_0's poisson: -108.424
[99] valid_0's poisson: -108.442
[100] valid_0's poisson: -108.453
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.9881
[2] valid_0's poisson: -92.3678
[3] valid_0's poisson: -94.1258
[4] valid_0's poisson: -95.6916
[5] valid_0's poisson: -96.9376
[6] valid_0's poisson: -97.9307
[7] valid_0's poisson: -98.8773
[8] valid_0's poisson: -99.66
[9] valid_0's poisson: -100.383
[10] valid_0's poisson: -101.053
[11] valid_0's poisson: -101.615
[12] valid_0's poisson: -102.121
[13] valid_0's poisson: -102.614
[14] valid_0's poisson: -103.086
[15] valid_0's poisson: -103.456
[16] valid_0's poisson: -103.793
[17] valid_0's poisson: -104.102
[18] valid_0's poisson: -104.436
[19] valid_0's poisson: -104.717
[20] valid_0's poisson: -104.944
[21] valid_0's poisson: -105.157
[22] valid_0's poisson: -105.356
[23] valid_0's poisson: -105.535
[24] valid_0's poisson: -105.718
[25] valid_0's poisson: -105.907
[26] valid_0's poisson: -106.068
[27] valid_0's poisson: -106.188
[28] valid_0's poisson: -106.312
[29] valid_0's poisson: -106.421
[30] valid_0's poisson: -106.539
[31] valid_0's poisson: -106.628
[32] valid_0's poisson: -106.736
[33] valid_0's poisson: -106.815
[34] valid_0's poisson: -106.9
[35] valid_0's poisson: -106.974
[36] valid_0's poisson: -107.035
[37] valid_0's poisson: -107.105
[38] valid_0's poisson: -107.181
[39] valid_0's poisson: -107.244
[40] valid_0's poisson: -107.291
[41] valid_0's poisson: -107.353
[42] valid_0's poisson: -107.403
[43] valid_0's poisson: -107.458
[44] valid_0's poisson: -107.494
[45] valid_0's poisson: -107.53
[46] valid_0's poisson: -107.568
[47] valid_0's poisson: -107.603
[48] valid_0's poisson: -107.632
[49] valid_0's poisson: -107.654
[50] valid_0's poisson: -107.7
[51] valid_0's poisson: -107.73
[52] valid_0's poisson: -107.772
[53] valid_0's poisson: -107.798
[54] valid_0's poisson: -107.82
[55] valid_0's poisson: -107.853
[56] valid_0's poisson: -107.872
[57] valid_0's poisson: -107.899
[58] valid_0's poisson: -107.922
[59] valid_0's poisson: -107.954
[60] valid_0's poisson: -107.97
[61] valid_0's poisson: -107.991
[62] valid_0's poisson: -108.009
[63] valid_0's poisson: -108.036
[64] valid_0's poisson: -108.051
[65] valid_0's poisson: -108.064
[66] valid_0's poisson: -108.077
[67] valid_0's poisson: -108.1
[68] valid_0's poisson: -108.116
[69] valid_0's poisson: -108.125
[70] valid_0's poisson: -108.135
[71] valid_0's poisson: -108.157
[72] valid_0's poisson: -108.181
[73] valid_0's poisson: -108.191
[74] valid_0's poisson: -108.207
[75] valid_0's poisson: -108.227
[76] valid_0's poisson: -108.235
[77] valid_0's poisson: -108.25
[78] valid_0's poisson: -108.26
[79] valid_0's poisson: -108.276
[80] valid_0's poisson: -108.284
[81] valid_0's poisson: -108.294
[82] valid_0's poisson: -108.304
[83] valid_0's poisson: -108.321
[84] valid_0's poisson: -108.34
[85] valid_0's poisson: -108.344
[86] valid_0's poisson: -108.35
[87] valid_0's poisson: -108.361
[88] valid_0's poisson: -108.376
[89] valid_0's poisson: -108.382
[90] valid_0's poisson: -108.403
[91] valid_0's poisson: -108.408
[92] valid_0's poisson: -108.426
[93] valid_0's poisson: -108.432
[94] valid_0's poisson: -108.434
[95] valid_0's poisson: -108.445
[96] valid_0's poisson: -108.454
[97] valid_0's poisson: -108.459
[98] valid_0's poisson: -108.462
[99] valid_0's poisson: -108.471
[100] valid_0's poisson: -108.479
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.9272
[2] valid_0's poisson: -92.0901
[3] valid_0's poisson: -93.9977
[4] valid_0's poisson: -95.5911
[5] valid_0's poisson: -96.8406
[6] valid_0's poisson: -97.8757
[7] valid_0's poisson: -98.7507
[8] valid_0's poisson: -99.5962
[9] valid_0's poisson: -100.391
[10] valid_0's poisson: -101.054
[11] valid_0's poisson: -101.627
[12] valid_0's poisson: -102.107
[13] valid_0's poisson: -102.643
[14] valid_0's poisson: -103.065
[15] valid_0's poisson: -103.466
[16] valid_0's poisson: -103.782
[17] valid_0's poisson: -104.097
[18] valid_0's poisson: -104.382
[19] valid_0's poisson: -104.627
[20] valid_0's poisson: -104.913
[21] valid_0's poisson: -105.138
[22] valid_0's poisson: -105.351
[23] valid_0's poisson: -105.555
[24] valid_0's poisson: -105.733
[25] valid_0's poisson: -105.889
[26] valid_0's poisson: -106.042
[27] valid_0's poisson: -106.169
[28] valid_0's poisson: -106.3
[29] valid_0's poisson: -106.42
[30] valid_0's poisson: -106.528
[31] valid_0's poisson: -106.651
[32] valid_0's poisson: -106.743
[33] valid_0's poisson: -106.827
[34] valid_0's poisson: -106.91
[35] valid_0's poisson: -106.99
[36] valid_0's poisson: -107.069
[37] valid_0's poisson: -107.13
[38] valid_0's poisson: -107.192
[39] valid_0's poisson: -107.247
[40] valid_0's poisson: -107.305
[41] valid_0's poisson: -107.362
[42] valid_0's poisson: -107.409
[43] valid_0's poisson: -107.471
[44] valid_0's poisson: -107.514
[45] valid_0's poisson: -107.555
[46] valid_0's poisson: -107.586
[47] valid_0's poisson: -107.619
[48] valid_0's poisson: -107.657
[49] valid_0's poisson: -107.688
[50] valid_0's poisson: -107.713
[51] valid_0's poisson: -107.756
[52] valid_0's poisson: -107.783
[53] valid_0's poisson: -107.809
[54] valid_0's poisson: -107.843
[55] valid_0's poisson: -107.88
[56] valid_0's poisson: -107.903
[57] valid_0's poisson: -107.917
[58] valid_0's poisson: -107.934
[59] valid_0's poisson: -107.949
[60] valid_0's poisson: -107.974
[61] valid_0's poisson: -107.992
[62] valid_0's poisson: -108.021
[63] valid_0's poisson: -108.038
[64] valid_0's poisson: -108.055
[65] valid_0's poisson: -108.082
[66] valid_0's poisson: -108.105
[67] valid_0's poisson: -108.113
[68] valid_0's poisson: -108.139
[69] valid_0's poisson: -108.161
[70] valid_0's poisson: -108.173
[71] valid_0's poisson: -108.185
[72] valid_0's poisson: -108.195
[73] valid_0's poisson: -108.209
[74] valid_0's poisson: -108.216
[75] valid_0's poisson: -108.226
[76] valid_0's poisson: -108.236
[77] valid_0's poisson: -108.246
[78] valid_0's poisson: -108.264
[79] valid_0's poisson: -108.274
[80] valid_0's poisson: -108.281
[81] valid_0's poisson: -108.29
[82] valid_0's poisson: -108.308
[83] valid_0's poisson: -108.319
[84] valid_0's poisson: -108.331
[85] valid_0's poisson: -108.339
[86] valid_0's poisson: -108.352
[87] valid_0's poisson: -108.367
[88] valid_0's poisson: -108.371
[89] valid_0's poisson: -108.391
[90] valid_0's poisson: -108.399
[91] valid_0's poisson: -108.419
[92] valid_0's poisson: -108.423
[93] valid_0's poisson: -108.429
[94] valid_0's poisson: -108.439
[95] valid_0's poisson: -108.453
[96] valid_0's poisson: -108.462
[97] valid_0's poisson: -108.468
[98] valid_0's poisson: -108.472
[99] valid_0's poisson: -108.488
[100] valid_0's poisson: -108.499
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.9297
[2] valid_0's poisson: -92.1541
[3] valid_0's poisson: -94.0417
[4] valid_0's poisson: -95.586
[5] valid_0's poisson: -96.8303
[6] valid_0's poisson: -97.873
[7] valid_0's poisson: -98.7703
[8] valid_0's poisson: -99.5968
[9] valid_0's poisson: -100.334
[10] valid_0's poisson: -100.985
[11] valid_0's poisson: -101.615
[12] valid_0's poisson: -102.113
[13] valid_0's poisson: -102.605
[14] valid_0's poisson: -103.024
[15] valid_0's poisson: -103.4
[16] valid_0's poisson: -103.796
[17] valid_0's poisson: -104.084
[18] valid_0's poisson: -104.367
[19] valid_0's poisson: -104.64
[20] valid_0's poisson: -104.888
[21] valid_0's poisson: -105.154
[22] valid_0's poisson: -105.339
[23] valid_0's poisson: -105.536
[24] valid_0's poisson: -105.711
[25] valid_0's poisson: -105.899
[26] valid_0's poisson: -106.063
[27] valid_0's poisson: -106.209
[28] valid_0's poisson: -106.331
[29] valid_0's poisson: -106.452
[30] valid_0's poisson: -106.578
[31] valid_0's poisson: -106.669
[32] valid_0's poisson: -106.773
[33] valid_0's poisson: -106.862
[34] valid_0's poisson: -106.942
[35] valid_0's poisson: -107.013
[36] valid_0's poisson: -107.085
[37] valid_0's poisson: -107.141
[38] valid_0's poisson: -107.219
[39] valid_0's poisson: -107.263
[40] valid_0's poisson: -107.319
[41] valid_0's poisson: -107.367
[42] valid_0's poisson: -107.411
[43] valid_0's poisson: -107.455
[44] valid_0's poisson: -107.496
[45] valid_0's poisson: -107.552
[46] valid_0's poisson: -107.593
[47] valid_0's poisson: -107.625
[48] valid_0's poisson: -107.669
[49] valid_0's poisson: -107.701
[50] valid_0's poisson: -107.746
[51] valid_0's poisson: -107.776
[52] valid_0's poisson: -107.796
[53] valid_0's poisson: -107.817
[54] valid_0's poisson: -107.846
[55] valid_0's poisson: -107.878
[56] valid_0's poisson: -107.916
[57] valid_0's poisson: -107.933
[58] valid_0's poisson: -107.951
[59] valid_0's poisson: -107.97
[60] valid_0's poisson: -107.995
[61] valid_0's poisson: -108.009
[62] valid_0's poisson: -108.028
[63] valid_0's poisson: -108.041
[64] valid_0's poisson: -108.068
[65] valid_0's poisson: -108.081
[66] valid_0's poisson: -108.094
[67] valid_0's poisson: -108.108
[68] valid_0's poisson: -108.121
[69] valid_0's poisson: -108.136
[70] valid_0's poisson: -108.153
[71] valid_0's poisson: -108.163
[72] valid_0's poisson: -108.172
[73] valid_0's poisson: -108.192
[74] valid_0's poisson: -108.214
[75] valid_0's poisson: -108.228
[76] valid_0's poisson: -108.236
[77] valid_0's poisson: -108.245
[78] valid_0's poisson: -108.252
[79] valid_0's poisson: -108.261
[80] valid_0's poisson: -108.272
[81] valid_0's poisson: -108.282
[82] valid_0's poisson: -108.304
[83] valid_0's poisson: -108.316
[84] valid_0's poisson: -108.332
[85] valid_0's poisson: -108.339
[86] valid_0's poisson: -108.356
[87] valid_0's poisson: -108.367
[88] valid_0's poisson: -108.374
[89] valid_0's poisson: -108.379
[90] valid_0's poisson: -108.384
[91] valid_0's poisson: -108.391
[92] valid_0's poisson: -108.41
[93] valid_0's poisson: -108.427
[94] valid_0's poisson: -108.438
[95] valid_0's poisson: -108.452
[96] valid_0's poisson: -108.459
[97] valid_0's poisson: -108.466
[98] valid_0's poisson: -108.474
[99] valid_0's poisson: -108.478
[100] valid_0's poisson: -108.481
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.9146
[2] valid_0's poisson: -92.0839
[3] valid_0's poisson: -94.011
[4] valid_0's poisson: -95.601
[5] valid_0's poisson: -96.846
[6] valid_0's poisson: -97.8797
[7] valid_0's poisson: -98.7617
[8] valid_0's poisson: -99.5904
[9] valid_0's poisson: -100.362
[10] valid_0's poisson: -101.031
[11] valid_0's poisson: -101.603
[12] valid_0's poisson: -102.164
[13] valid_0's poisson: -102.619
[14] valid_0's poisson: -103.063
[15] valid_0's poisson: -103.474
[16] valid_0's poisson: -103.848
[17] valid_0's poisson: -104.142
[18] valid_0's poisson: -104.418
[19] valid_0's poisson: -104.676
[20] valid_0's poisson: -104.929
[21] valid_0's poisson: -105.148
[22] valid_0's poisson: -105.35
[23] valid_0's poisson: -105.555
[24] valid_0's poisson: -105.731
[25] valid_0's poisson: -105.914
[26] valid_0's poisson: -106.065
[27] valid_0's poisson: -106.208
[28] valid_0's poisson: -106.336
[29] valid_0's poisson: -106.439
[30] valid_0's poisson: -106.548
[31] valid_0's poisson: -106.658
[32] valid_0's poisson: -106.746
[33] valid_0's poisson: -106.836
[34] valid_0's poisson: -106.924
[35] valid_0's poisson: -107.003
[36] valid_0's poisson: -107.066
[37] valid_0's poisson: -107.131
[38] valid_0's poisson: -107.194
[39] valid_0's poisson: -107.242
[40] valid_0's poisson: -107.298
[41] valid_0's poisson: -107.347
[42] valid_0's poisson: -107.407
[43] valid_0's poisson: -107.449
[44] valid_0's poisson: -107.5
[45] valid_0's poisson: -107.535
[46] valid_0's poisson: -107.571
[47] valid_0's poisson: -107.607
[48] valid_0's poisson: -107.637
[49] valid_0's poisson: -107.688
[50] valid_0's poisson: -107.721
[51] valid_0's poisson: -107.744
[52] valid_0's poisson: -107.772
[53] valid_0's poisson: -107.796
[54] valid_0's poisson: -107.825
[55] valid_0's poisson: -107.855
[56] valid_0's poisson: -107.893
[57] valid_0's poisson: -107.913
[58] valid_0's poisson: -107.942
[59] valid_0's poisson: -107.956
[60] valid_0's poisson: -107.983
[61] valid_0's poisson: -107.995
[62] valid_0's poisson: -108.009
[63] valid_0's poisson: -108.027
[64] valid_0's poisson: -108.036
[65] valid_0's poisson: -108.061
[66] valid_0's poisson: -108.079
[67] valid_0's poisson: -108.091
[68] valid_0's poisson: -108.109
[69] valid_0's poisson: -108.12
[70] valid_0's poisson: -108.132
[71] valid_0's poisson: -108.157
[72] valid_0's poisson: -108.178
[73] valid_0's poisson: -108.188
[74] valid_0's poisson: -108.195
[75] valid_0's poisson: -108.217
[76] valid_0's poisson: -108.226
[77] valid_0's poisson: -108.235
[78] valid_0's poisson: -108.256
[79] valid_0's poisson: -108.265
[80] valid_0's poisson: -108.271
[81] valid_0's poisson: -108.289
[82] valid_0's poisson: -108.3
[83] valid_0's poisson: -108.305
[84] valid_0's poisson: -108.318
[85] valid_0's poisson: -108.323
[86] valid_0's poisson: -108.333
[87] valid_0's poisson: -108.337
[88] valid_0's poisson: -108.356
[89] valid_0's poisson: -108.361
[90] valid_0's poisson: -108.363
[91] valid_0's poisson: -108.372
[92] valid_0's poisson: -108.389
[93] valid_0's poisson: -108.396
[94] valid_0's poisson: -108.403
[95] valid_0's poisson: -108.415
[96] valid_0's poisson: -108.42
[97] valid_0's poisson: -108.431
[98] valid_0's poisson: -108.435
[99] valid_0's poisson: -108.451
[100] valid_0's poisson: -108.464
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=10, learning_rate=0.25, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5451
[2] valid_0's poisson: -89.7506
[3] valid_0's poisson: -90.8531
[4] valid_0's poisson: -91.8361
[5] valid_0's poisson: -92.7309
[6] valid_0's poisson: -93.555
[7] valid_0's poisson: -94.3212
[8] valid_0's poisson: -95.0297
[9] valid_0's poisson: -95.6935
[10] valid_0's poisson: -96.3093
[11] valid_0's poisson: -96.8823
[12] valid_0's poisson: -97.4261
[13] valid_0's poisson: -97.9356
[14] valid_0's poisson: -98.4131
[15] valid_0's poisson: -98.8615
[16] valid_0's poisson: -99.2837
[17] valid_0's poisson: -99.6835
[18] valid_0's poisson: -100.064
[19] valid_0's poisson: -100.418
[20] valid_0's poisson: -100.76
[21] valid_0's poisson: -101.078
[22] valid_0's poisson: -101.38
[23] valid_0's poisson: -101.666
[24] valid_0's poisson: -101.944
[25] valid_0's poisson: -102.207
[26] valid_0's poisson: -102.456
[27] valid_0's poisson: -102.697
[28] valid_0's poisson: -102.928
[29] valid_0's poisson: -103.157
[30] valid_0's poisson: -103.366
[31] valid_0's poisson: -103.575
[32] valid_0's poisson: -103.762
[33] valid_0's poisson: -103.948
[34] valid_0's poisson: -104.127
[35] valid_0's poisson: -104.294
[36] valid_0's poisson: -104.462
[37] valid_0's poisson: -104.624
[38] valid_0's poisson: -104.776
[39] valid_0's poisson: -104.925
[40] valid_0's poisson: -105.068
[41] valid_0's poisson: -105.203
[42] valid_0's poisson: -105.334
[43] valid_0's poisson: -105.459
[44] valid_0's poisson: -105.576
[45] valid_0's poisson: -105.696
[46] valid_0's poisson: -105.808
[47] valid_0's poisson: -105.932
[48] valid_0's poisson: -106.039
[49] valid_0's poisson: -106.137
[50] valid_0's poisson: -106.236
[51] valid_0's poisson: -106.334
[52] valid_0's poisson: -106.435
[53] valid_0's poisson: -106.52
[54] valid_0's poisson: -106.614
[55] valid_0's poisson: -106.697
[56] valid_0's poisson: -106.774
[57] valid_0's poisson: -106.848
[58] valid_0's poisson: -106.928
[59] valid_0's poisson: -106.994
[60] valid_0's poisson: -107.061
[61] valid_0's poisson: -107.129
[62] valid_0's poisson: -107.2
[63] valid_0's poisson: -107.256
[64] valid_0's poisson: -107.319
[65] valid_0's poisson: -107.379
[66] valid_0's poisson: -107.433
[67] valid_0's poisson: -107.481
[68] valid_0's poisson: -107.537
[69] valid_0's poisson: -107.588
[70] valid_0's poisson: -107.639
[71] valid_0's poisson: -107.686
[72] valid_0's poisson: -107.731
[73] valid_0's poisson: -107.774
[74] valid_0's poisson: -107.817
[75] valid_0's poisson: -107.855
[76] valid_0's poisson: -107.893
[77] valid_0's poisson: -107.93
[78] valid_0's poisson: -107.968
[79] valid_0's poisson: -108.003
[80] valid_0's poisson: -108.037
[81] valid_0's poisson: -108.069
[82] valid_0's poisson: -108.103
[83] valid_0's poisson: -108.133
[84] valid_0's poisson: -108.162
[85] valid_0's poisson: -108.19
[86] valid_0's poisson: -108.218
[87] valid_0's poisson: -108.243
[88] valid_0's poisson: -108.267
[89] valid_0's poisson: -108.296
[90] valid_0's poisson: -108.318
[91] valid_0's poisson: -108.34
[92] valid_0's poisson: -108.367
[93] valid_0's poisson: -108.387
[94] valid_0's poisson: -108.412
[95] valid_0's poisson: -108.433
[96] valid_0's poisson: -108.45
[97] valid_0's poisson: -108.474
[98] valid_0's poisson: -108.492
[99] valid_0's poisson: -108.514
[100] valid_0's poisson: -108.532
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5602
[2] valid_0's poisson: -89.82
[3] valid_0's poisson: -90.9309
[4] valid_0's poisson: -91.9366
[5] valid_0's poisson: -92.8532
[6] valid_0's poisson: -93.686
[7] valid_0's poisson: -94.458
[8] valid_0's poisson: -95.1617
[9] valid_0's poisson: -95.8248
[10] valid_0's poisson: -96.4411
[11] valid_0's poisson: -97.02
[12] valid_0's poisson: -97.5556
[13] valid_0's poisson: -98.0632
[14] valid_0's poisson: -98.5368
[15] valid_0's poisson: -98.985
[16] valid_0's poisson: -99.4127
[17] valid_0's poisson: -99.8074
[18] valid_0's poisson: -100.18
[19] valid_0's poisson: -100.538
[20] valid_0's poisson: -100.869
[21] valid_0's poisson: -101.182
[22] valid_0's poisson: -101.479
[23] valid_0's poisson: -101.77
[24] valid_0's poisson: -102.051
[25] valid_0's poisson: -102.306
[26] valid_0's poisson: -102.558
[27] valid_0's poisson: -102.792
[28] valid_0's poisson: -103.02
[29] valid_0's poisson: -103.237
[30] valid_0's poisson: -103.453
[31] valid_0's poisson: -103.658
[32] valid_0's poisson: -103.851
[33] valid_0's poisson: -104.039
[34] valid_0's poisson: -104.215
[35] valid_0's poisson: -104.386
[36] valid_0's poisson: -104.552
[37] valid_0's poisson: -104.71
[38] valid_0's poisson: -104.86
[39] valid_0's poisson: -104.998
[40] valid_0's poisson: -105.137
[41] valid_0's poisson: -105.273
[42] valid_0's poisson: -105.399
[43] valid_0's poisson: -105.526
[44] valid_0's poisson: -105.645
[45] valid_0's poisson: -105.761
[46] valid_0's poisson: -105.872
[47] valid_0's poisson: -105.985
[48] valid_0's poisson: -106.085
[49] valid_0's poisson: -106.191
[50] valid_0's poisson: -106.287
[51] valid_0's poisson: -106.379
[52] valid_0's poisson: -106.482
[53] valid_0's poisson: -106.561
[54] valid_0's poisson: -106.655
[55] valid_0's poisson: -106.73
[56] valid_0's poisson: -106.808
[57] valid_0's poisson: -106.882
[58] valid_0's poisson: -106.95
[59] valid_0's poisson: -107.019
[60] valid_0's poisson: -107.086
[61] valid_0's poisson: -107.147
[62] valid_0's poisson: -107.208
[63] valid_0's poisson: -107.269
[64] valid_0's poisson: -107.329
[65] valid_0's poisson: -107.384
[66] valid_0's poisson: -107.441
[67] valid_0's poisson: -107.498
[68] valid_0's poisson: -107.547
[69] valid_0's poisson: -107.6
[70] valid_0's poisson: -107.647
[71] valid_0's poisson: -107.698
[72] valid_0's poisson: -107.741
[73] valid_0's poisson: -107.785
[74] valid_0's poisson: -107.824
[75] valid_0's poisson: -107.868
[76] valid_0's poisson: -107.905
[77] valid_0's poisson: -107.945
[78] valid_0's poisson: -107.983
[79] valid_0's poisson: -108.017
[80] valid_0's poisson: -108.053
[81] valid_0's poisson: -108.09
[82] valid_0's poisson: -108.12
[83] valid_0's poisson: -108.148
[84] valid_0's poisson: -108.179
[85] valid_0's poisson: -108.206
[86] valid_0's poisson: -108.234
[87] valid_0's poisson: -108.264
[88] valid_0's poisson: -108.29
[89] valid_0's poisson: -108.319
[90] valid_0's poisson: -108.346
[91] valid_0's poisson: -108.367
[92] valid_0's poisson: -108.392
[93] valid_0's poisson: -108.414
[94] valid_0's poisson: -108.432
[95] valid_0's poisson: -108.451
[96] valid_0's poisson: -108.472
[97] valid_0's poisson: -108.488
[98] valid_0's poisson: -108.512
[99] valid_0's poisson: -108.527
[100] valid_0's poisson: -108.549
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5693
[2] valid_0's poisson: -89.79
[3] valid_0's poisson: -90.8891
[4] valid_0's poisson: -91.8929
[5] valid_0's poisson: -92.7991
[6] valid_0's poisson: -93.6284
[7] valid_0's poisson: -94.3999
[8] valid_0's poisson: -95.1102
[9] valid_0's poisson: -95.7672
[10] valid_0's poisson: -96.3854
[11] valid_0's poisson: -96.958
[12] valid_0's poisson: -97.5027
[13] valid_0's poisson: -98.0112
[14] valid_0's poisson: -98.4894
[15] valid_0's poisson: -98.9501
[16] valid_0's poisson: -99.3736
[17] valid_0's poisson: -99.7759
[18] valid_0's poisson: -100.149
[19] valid_0's poisson: -100.503
[20] valid_0's poisson: -100.833
[21] valid_0's poisson: -101.158
[22] valid_0's poisson: -101.462
[23] valid_0's poisson: -101.75
[24] valid_0's poisson: -102.023
[25] valid_0's poisson: -102.289
[26] valid_0's poisson: -102.531
[27] valid_0's poisson: -102.773
[28] valid_0's poisson: -103.006
[29] valid_0's poisson: -103.233
[30] valid_0's poisson: -103.444
[31] valid_0's poisson: -103.644
[32] valid_0's poisson: -103.843
[33] valid_0's poisson: -104.027
[34] valid_0's poisson: -104.201
[35] valid_0's poisson: -104.368
[36] valid_0's poisson: -104.536
[37] valid_0's poisson: -104.697
[38] valid_0's poisson: -104.853
[39] valid_0's poisson: -105
[40] valid_0's poisson: -105.143
[41] valid_0's poisson: -105.277
[42] valid_0's poisson: -105.406
[43] valid_0's poisson: -105.53
[44] valid_0's poisson: -105.646
[45] valid_0's poisson: -105.769
[46] valid_0's poisson: -105.88
[47] valid_0's poisson: -105.985
[48] valid_0's poisson: -106.089
[49] valid_0's poisson: -106.192
[50] valid_0's poisson: -106.289
[51] valid_0's poisson: -106.384
[52] valid_0's poisson: -106.476
[53] valid_0's poisson: -106.556
[54] valid_0's poisson: -106.641
[55] valid_0's poisson: -106.72
[56] valid_0's poisson: -106.796
[57] valid_0's poisson: -106.869
[58] valid_0's poisson: -106.937
[59] valid_0's poisson: -107.006
[60] valid_0's poisson: -107.075
[61] valid_0's poisson: -107.141
[62] valid_0's poisson: -107.203
[63] valid_0's poisson: -107.27
[64] valid_0's poisson: -107.327
[65] valid_0's poisson: -107.388
[66] valid_0's poisson: -107.44
[67] valid_0's poisson: -107.496
[68] valid_0's poisson: -107.55
[69] valid_0's poisson: -107.597
[70] valid_0's poisson: -107.651
[71] valid_0's poisson: -107.693
[72] valid_0's poisson: -107.738
[73] valid_0's poisson: -107.786
[74] valid_0's poisson: -107.825
[75] valid_0's poisson: -107.866
[76] valid_0's poisson: -107.906
[77] valid_0's poisson: -107.942
[78] valid_0's poisson: -107.978
[79] valid_0's poisson: -108.012
[80] valid_0's poisson: -108.049
[81] valid_0's poisson: -108.081
[82] valid_0's poisson: -108.114
[83] valid_0's poisson: -108.145
[84] valid_0's poisson: -108.173
[85] valid_0's poisson: -108.207
[86] valid_0's poisson: -108.231
[87] valid_0's poisson: -108.256
[88] valid_0's poisson: -108.282
[89] valid_0's poisson: -108.306
[90] valid_0's poisson: -108.331
[91] valid_0's poisson: -108.355
[92] valid_0's poisson: -108.377
[93] valid_0's poisson: -108.4
[94] valid_0's poisson: -108.42
[95] valid_0's poisson: -108.448
[96] valid_0's poisson: -108.467
[97] valid_0's poisson: -108.483
[98] valid_0's poisson: -108.501
[99] valid_0's poisson: -108.523
[100] valid_0's poisson: -108.539
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5891
[2] valid_0's poisson: -89.8319
[3] valid_0's poisson: -90.935
[4] valid_0's poisson: -91.9286
[5] valid_0's poisson: -92.8401
[6] valid_0's poisson: -93.6757
[7] valid_0's poisson: -94.4438
[8] valid_0's poisson: -95.1534
[9] valid_0's poisson: -95.8123
[10] valid_0's poisson: -96.431
[11] valid_0's poisson: -97.0004
[12] valid_0's poisson: -97.5442
[13] valid_0's poisson: -98.0547
[14] valid_0's poisson: -98.5308
[15] valid_0's poisson: -98.9785
[16] valid_0's poisson: -99.3985
[17] valid_0's poisson: -99.8071
[18] valid_0's poisson: -100.184
[19] valid_0's poisson: -100.545
[20] valid_0's poisson: -100.885
[21] valid_0's poisson: -101.204
[22] valid_0's poisson: -101.502
[23] valid_0's poisson: -101.784
[24] valid_0's poisson: -102.057
[25] valid_0's poisson: -102.322
[26] valid_0's poisson: -102.566
[27] valid_0's poisson: -102.807
[28] valid_0's poisson: -103.041
[29] valid_0's poisson: -103.258
[30] valid_0's poisson: -103.472
[31] valid_0's poisson: -103.677
[32] valid_0's poisson: -103.87
[33] valid_0's poisson: -104.061
[34] valid_0's poisson: -104.242
[35] valid_0's poisson: -104.413
[36] valid_0's poisson: -104.581
[37] valid_0's poisson: -104.741
[38] valid_0's poisson: -104.897
[39] valid_0's poisson: -105.044
[40] valid_0's poisson: -105.187
[41] valid_0's poisson: -105.317
[42] valid_0's poisson: -105.447
[43] valid_0's poisson: -105.574
[44] valid_0's poisson: -105.694
[45] valid_0's poisson: -105.81
[46] valid_0's poisson: -105.923
[47] valid_0's poisson: -106.029
[48] valid_0's poisson: -106.133
[49] valid_0's poisson: -106.234
[50] valid_0's poisson: -106.329
[51] valid_0's poisson: -106.42
[52] valid_0's poisson: -106.511
[53] valid_0's poisson: -106.593
[54] valid_0's poisson: -106.674
[55] valid_0's poisson: -106.752
[56] valid_0's poisson: -106.829
[57] valid_0's poisson: -106.907
[58] valid_0's poisson: -106.985
[59] valid_0's poisson: -107.051
[60] valid_0's poisson: -107.117
[61] valid_0's poisson: -107.178
[62] valid_0's poisson: -107.244
[63] valid_0's poisson: -107.302
[64] valid_0's poisson: -107.367
[65] valid_0's poisson: -107.419
[66] valid_0's poisson: -107.477
[67] valid_0's poisson: -107.527
[68] valid_0's poisson: -107.58
[69] valid_0's poisson: -107.624
[70] valid_0's poisson: -107.673
[71] valid_0's poisson: -107.723
[72] valid_0's poisson: -107.764
[73] valid_0's poisson: -107.807
[74] valid_0's poisson: -107.845
[75] valid_0's poisson: -107.883
[76] valid_0's poisson: -107.924
[77] valid_0's poisson: -107.961
[78] valid_0's poisson: -107.995
[79] valid_0's poisson: -108.028
[80] valid_0's poisson: -108.06
[81] valid_0's poisson: -108.09
[82] valid_0's poisson: -108.121
[83] valid_0's poisson: -108.149
[84] valid_0's poisson: -108.176
[85] valid_0's poisson: -108.202
[86] valid_0's poisson: -108.229
[87] valid_0's poisson: -108.253
[88] valid_0's poisson: -108.277
[89] valid_0's poisson: -108.303
[90] valid_0's poisson: -108.328
[91] valid_0's poisson: -108.35
[92] valid_0's poisson: -108.37
[93] valid_0's poisson: -108.389
[94] valid_0's poisson: -108.408
[95] valid_0's poisson: -108.428
[96] valid_0's poisson: -108.445
[97] valid_0's poisson: -108.463
[98] valid_0's poisson: -108.479
[99] valid_0's poisson: -108.499
[100] valid_0's poisson: -108.518
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5494
[2] valid_0's poisson: -89.7697
[3] valid_0's poisson: -90.8656
[4] valid_0's poisson: -91.8484
[5] valid_0's poisson: -92.7509
[6] valid_0's poisson: -93.5789
[7] valid_0's poisson: -94.3418
[8] valid_0's poisson: -95.0462
[9] valid_0's poisson: -95.7065
[10] valid_0's poisson: -96.3182
[11] valid_0's poisson: -96.8952
[12] valid_0's poisson: -97.4288
[13] valid_0's poisson: -97.9372
[14] valid_0's poisson: -98.4137
[15] valid_0's poisson: -98.8643
[16] valid_0's poisson: -99.292
[17] valid_0's poisson: -99.6906
[18] valid_0's poisson: -100.083
[19] valid_0's poisson: -100.442
[20] valid_0's poisson: -100.785
[21] valid_0's poisson: -101.105
[22] valid_0's poisson: -101.42
[23] valid_0's poisson: -101.711
[24] valid_0's poisson: -101.986
[25] valid_0's poisson: -102.255
[26] valid_0's poisson: -102.507
[27] valid_0's poisson: -102.748
[28] valid_0's poisson: -102.981
[29] valid_0's poisson: -103.197
[30] valid_0's poisson: -103.417
[31] valid_0's poisson: -103.616
[32] valid_0's poisson: -103.813
[33] valid_0's poisson: -104
[34] valid_0's poisson: -104.18
[35] valid_0's poisson: -104.354
[36] valid_0's poisson: -104.518
[37] valid_0's poisson: -104.68
[38] valid_0's poisson: -104.832
[39] valid_0's poisson: -104.981
[40] valid_0's poisson: -105.121
[41] valid_0's poisson: -105.256
[42] valid_0's poisson: -105.389
[43] valid_0's poisson: -105.532
[44] valid_0's poisson: -105.657
[45] valid_0's poisson: -105.769
[46] valid_0's poisson: -105.882
[47] valid_0's poisson: -105.992
[48] valid_0's poisson: -106.094
[49] valid_0's poisson: -106.194
[50] valid_0's poisson: -106.291
[51] valid_0's poisson: -106.395
[52] valid_0's poisson: -106.481
[53] valid_0's poisson: -106.57
[54] valid_0's poisson: -106.65
[55] valid_0's poisson: -106.732
[56] valid_0's poisson: -106.813
[57] valid_0's poisson: -106.887
[58] valid_0's poisson: -106.96
[59] valid_0's poisson: -107.028
[60] valid_0's poisson: -107.1
[61] valid_0's poisson: -107.161
[62] valid_0's poisson: -107.229
[63] valid_0's poisson: -107.288
[64] valid_0's poisson: -107.352
[65] valid_0's poisson: -107.41
[66] valid_0's poisson: -107.466
[67] valid_0's poisson: -107.516
[68] valid_0's poisson: -107.568
[69] valid_0's poisson: -107.615
[70] valid_0's poisson: -107.664
[71] valid_0's poisson: -107.709
[72] valid_0's poisson: -107.753
[73] valid_0's poisson: -107.795
[74] valid_0's poisson: -107.835
[75] valid_0's poisson: -107.874
[76] valid_0's poisson: -107.913
[77] valid_0's poisson: -107.95
[78] valid_0's poisson: -107.989
[79] valid_0's poisson: -108.031
[80] valid_0's poisson: -108.062
[81] valid_0's poisson: -108.092
[82] valid_0's poisson: -108.121
[83] valid_0's poisson: -108.148
[84] valid_0's poisson: -108.179
[85] valid_0's poisson: -108.208
[86] valid_0's poisson: -108.235
[87] valid_0's poisson: -108.266
[88] valid_0's poisson: -108.289
[89] valid_0's poisson: -108.313
[90] valid_0's poisson: -108.335
[91] valid_0's poisson: -108.354
[92] valid_0's poisson: -108.374
[93] valid_0's poisson: -108.395
[94] valid_0's poisson: -108.414
[95] valid_0's poisson: -108.432
[96] valid_0's poisson: -108.451
[97] valid_0's poisson: -108.469
[98] valid_0's poisson: -108.493
[99] valid_0's poisson: -108.51
[100] valid_0's poisson: -108.527
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -92.3706
[2] valid_0's poisson: -95.602
[3] valid_0's poisson: -97.9133
[4] valid_0's poisson: -99.7079
[5] valid_0's poisson: -101.123
[6] valid_0's poisson: -102.247
[7] valid_0's poisson: -103.175
[8] valid_0's poisson: -103.95
[9] valid_0's poisson: -104.651
[10] valid_0's poisson: -105.227
[11] valid_0's poisson: -105.736
[12] valid_0's poisson: -106.176
[13] valid_0's poisson: -106.528
[14] valid_0's poisson: -106.851
[15] valid_0's poisson: -107.112
[16] valid_0's poisson: -107.339
[17] valid_0's poisson: -107.546
[18] valid_0's poisson: -107.74
[19] valid_0's poisson: -107.914
[20] valid_0's poisson: -108.035
[21] valid_0's poisson: -108.153
[22] valid_0's poisson: -108.246
[23] valid_0's poisson: -108.35
[24] valid_0's poisson: -108.447
[25] valid_0's poisson: -108.509
[26] valid_0's poisson: -108.576
[27] valid_0's poisson: -108.633
[28] valid_0's poisson: -108.674
[29] valid_0's poisson: -108.736
[30] valid_0's poisson: -108.772
[31] valid_0's poisson: -108.802
[32] valid_0's poisson: -108.833
[33] valid_0's poisson: -108.865
[34] valid_0's poisson: -108.893
[35] valid_0's poisson: -108.946
[36] valid_0's poisson: -108.974
[37] valid_0's poisson: -108.995
[38] valid_0's poisson: -109.042
[39] valid_0's poisson: -109.078
[40] valid_0's poisson: -109.108
[41] valid_0's poisson: -109.112
[42] valid_0's poisson: -109.12
[43] valid_0's poisson: -109.151
[44] valid_0's poisson: -109.178
[45] valid_0's poisson: -109.201
[46] valid_0's poisson: -109.216
[47] valid_0's poisson: -109.22
[48] valid_0's poisson: -109.234
[49] valid_0's poisson: -109.242
[50] valid_0's poisson: -109.265
[51] valid_0's poisson: -109.267
[52] valid_0's poisson: -109.285
[53] valid_0's poisson: -109.302
[54] valid_0's poisson: -109.303
[55] valid_0's poisson: -109.322
[56] valid_0's poisson: -109.324
[57] valid_0's poisson: -109.339
[58] valid_0's poisson: -109.342
[59] valid_0's poisson: -109.358
[60] valid_0's poisson: -109.375
[61] valid_0's poisson: -109.379
[62] valid_0's poisson: -109.384
[63] valid_0's poisson: -109.392
[64] valid_0's poisson: -109.402
[65] valid_0's poisson: -109.414
[66] valid_0's poisson: -109.416
[67] valid_0's poisson: -109.416
[68] valid_0's poisson: -109.418
[69] valid_0's poisson: -109.43
[70] valid_0's poisson: -109.44
[71] valid_0's poisson: -109.457
[72] valid_0's poisson: -109.46
[73] valid_0's poisson: -109.461
[74] valid_0's poisson: -109.468
[75] valid_0's poisson: -109.478
[76] valid_0's poisson: -109.483
[77] valid_0's poisson: -109.488
[78] valid_0's poisson: -109.495
[79] valid_0's poisson: -109.494
[80] valid_0's poisson: -109.504
[81] valid_0's poisson: -109.512
[82] valid_0's poisson: -109.515
[83] valid_0's poisson: -109.52
[84] valid_0's poisson: -109.524
[85] valid_0's poisson: -109.525
[86] valid_0's poisson: -109.527
[87] valid_0's poisson: -109.534
[88] valid_0's poisson: -109.54
[89] valid_0's poisson: -109.543
[90] valid_0's poisson: -109.546
[91] valid_0's poisson: -109.554
[92] valid_0's poisson: -109.556
[93] valid_0's poisson: -109.557
[94] valid_0's poisson: -109.561
[95] valid_0's poisson: -109.563
[96] valid_0's poisson: -109.57
[97] valid_0's poisson: -109.572
[98] valid_0's poisson: -109.576
[99] valid_0's poisson: -109.58
[100] valid_0's poisson: -109.581
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -92.4213
[2] valid_0's poisson: -95.7341
[3] valid_0's poisson: -98.0738
[4] valid_0's poisson: -99.8531
[5] valid_0's poisson: -101.239
[6] valid_0's poisson: -102.374
[7] valid_0's poisson: -103.297
[8] valid_0's poisson: -104.089
[9] valid_0's poisson: -104.754
[10] valid_0's poisson: -105.331
[11] valid_0's poisson: -105.812
[12] valid_0's poisson: -106.248
[13] valid_0's poisson: -106.595
[14] valid_0's poisson: -106.9
[15] valid_0's poisson: -107.163
[16] valid_0's poisson: -107.382
[17] valid_0's poisson: -107.586
[18] valid_0's poisson: -107.747
[19] valid_0's poisson: -107.9
[20] valid_0's poisson: -108.04
[21] valid_0's poisson: -108.184
[22] valid_0's poisson: -108.296
[23] valid_0's poisson: -108.385
[24] valid_0's poisson: -108.459
[25] valid_0's poisson: -108.528
[26] valid_0's poisson: -108.586
[27] valid_0's poisson: -108.661
[28] valid_0's poisson: -108.711
[29] valid_0's poisson: -108.753
[30] valid_0's poisson: -108.789
[31] valid_0's poisson: -108.817
[32] valid_0's poisson: -108.848
[33] valid_0's poisson: -108.875
[34] valid_0's poisson: -108.901
[35] valid_0's poisson: -108.926
[36] valid_0's poisson: -108.951
[37] valid_0's poisson: -108.991
[38] valid_0's poisson: -109.015
[39] valid_0's poisson: -109.038
[40] valid_0's poisson: -109.051
[41] valid_0's poisson: -109.088
[42] valid_0's poisson: -109.102
[43] valid_0's poisson: -109.128
[44] valid_0's poisson: -109.15
[45] valid_0's poisson: -109.164
[46] valid_0's poisson: -109.182
[47] valid_0's poisson: -109.201
[48] valid_0's poisson: -109.221
[49] valid_0's poisson: -109.228
[50] valid_0's poisson: -109.236
[51] valid_0's poisson: -109.255
[52] valid_0's poisson: -109.26
[53] valid_0's poisson: -109.269
[54] valid_0's poisson: -109.283
[55] valid_0's poisson: -109.299
[56] valid_0's poisson: -109.305
[57] valid_0's poisson: -109.317
[58] valid_0's poisson: -109.327
[59] valid_0's poisson: -109.334
[60] valid_0's poisson: -109.342
[61] valid_0's poisson: -109.354
[62] valid_0's poisson: -109.355
[63] valid_0's poisson: -109.369
[64] valid_0's poisson: -109.376
[65] valid_0's poisson: -109.385
[66] valid_0's poisson: -109.391
[67] valid_0's poisson: -109.392
[68] valid_0's poisson: -109.399
[69] valid_0's poisson: -109.41
[70] valid_0's poisson: -109.417
[71] valid_0's poisson: -109.422
[72] valid_0's poisson: -109.424
[73] valid_0's poisson: -109.433
[74] valid_0's poisson: -109.441
[75] valid_0's poisson: -109.444
[76] valid_0's poisson: -109.446
[77] valid_0's poisson: -109.448
[78] valid_0's poisson: -109.45
[79] valid_0's poisson: -109.451
[80] valid_0's poisson: -109.458
[81] valid_0's poisson: -109.461
[82] valid_0's poisson: -109.461
[83] valid_0's poisson: -109.467
[84] valid_0's poisson: -109.47
[85] valid_0's poisson: -109.473
[86] valid_0's poisson: -109.475
[87] valid_0's poisson: -109.476
[88] valid_0's poisson: -109.48
[89] valid_0's poisson: -109.487
[90] valid_0's poisson: -109.491
[91] valid_0's poisson: -109.491
[92] valid_0's poisson: -109.499
[93] valid_0's poisson: -109.502
[94] valid_0's poisson: -109.503
[95] valid_0's poisson: -109.515
[96] valid_0's poisson: -109.518
[97] valid_0's poisson: -109.518
[98] valid_0's poisson: -109.52
[99] valid_0's poisson: -109.52
[100] valid_0's poisson: -109.529
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -92.4687
[2] valid_0's poisson: -95.7099
[3] valid_0's poisson: -98.0006
[4] valid_0's poisson: -99.8197
[5] valid_0's poisson: -101.243
[6] valid_0's poisson: -102.346
[7] valid_0's poisson: -103.278
[8] valid_0's poisson: -104.086
[9] valid_0's poisson: -104.749
[10] valid_0's poisson: -105.317
[11] valid_0's poisson: -105.822
[12] valid_0's poisson: -106.234
[13] valid_0's poisson: -106.591
[14] valid_0's poisson: -106.9
[15] valid_0's poisson: -107.163
[16] valid_0's poisson: -107.399
[17] valid_0's poisson: -107.619
[18] valid_0's poisson: -107.808
[19] valid_0's poisson: -107.975
[20] valid_0's poisson: -108.095
[21] valid_0's poisson: -108.216
[22] valid_0's poisson: -108.317
[23] valid_0's poisson: -108.413
[24] valid_0's poisson: -108.485
[25] valid_0's poisson: -108.55
[26] valid_0's poisson: -108.598
[27] valid_0's poisson: -108.653
[28] valid_0's poisson: -108.705
[29] valid_0's poisson: -108.758
[30] valid_0's poisson: -108.793
[31] valid_0's poisson: -108.856
[32] valid_0's poisson: -108.899
[33] valid_0's poisson: -108.945
[34] valid_0's poisson: -108.97
[35] valid_0's poisson: -109.001
[36] valid_0's poisson: -109.041
[37] valid_0's poisson: -109.065
[38] valid_0's poisson: -109.086
[39] valid_0's poisson: -109.102
[40] valid_0's poisson: -109.119
[41] valid_0's poisson: -109.132
[42] valid_0's poisson: -109.145
[43] valid_0's poisson: -109.16
[44] valid_0's poisson: -109.18
[45] valid_0's poisson: -109.198
[46] valid_0's poisson: -109.222
[47] valid_0's poisson: -109.23
[48] valid_0's poisson: -109.232
[49] valid_0's poisson: -109.244
[50] valid_0's poisson: -109.25
[51] valid_0's poisson: -109.273
[52] valid_0's poisson: -109.276
[53] valid_0's poisson: -109.294
[54] valid_0's poisson: -109.302
[55] valid_0's poisson: -109.309
[56] valid_0's poisson: -109.31
[57] valid_0's poisson: -109.322
[58] valid_0's poisson: -109.326
[59] valid_0's poisson: -109.331
[60] valid_0's poisson: -109.341
[61] valid_0's poisson: -109.352
[62] valid_0's poisson: -109.36
[63] valid_0's poisson: -109.374
[64] valid_0's poisson: -109.38
[65] valid_0's poisson: -109.387
[66] valid_0's poisson: -109.392
[67] valid_0's poisson: -109.4
[68] valid_0's poisson: -109.416
[69] valid_0's poisson: -109.42
[70] valid_0's poisson: -109.425
[71] valid_0's poisson: -109.428
[72] valid_0's poisson: -109.43
[73] valid_0's poisson: -109.431
[74] valid_0's poisson: -109.435
[75] valid_0's poisson: -109.437
[76] valid_0's poisson: -109.445
[77] valid_0's poisson: -109.446
[78] valid_0's poisson: -109.448
[79] valid_0's poisson: -109.452
[80] valid_0's poisson: -109.455
[81] valid_0's poisson: -109.457
[82] valid_0's poisson: -109.46
[83] valid_0's poisson: -109.461
[84] valid_0's poisson: -109.467
[85] valid_0's poisson: -109.468
[86] valid_0's poisson: -109.473
[87] valid_0's poisson: -109.483
[88] valid_0's poisson: -109.485
[89] valid_0's poisson: -109.487
[90] valid_0's poisson: -109.491
[91] valid_0's poisson: -109.494
[92] valid_0's poisson: -109.495
[93] valid_0's poisson: -109.502
[94] valid_0's poisson: -109.507
[95] valid_0's poisson: -109.51
[96] valid_0's poisson: -109.515
[97] valid_0's poisson: -109.518
[98] valid_0's poisson: -109.519
[99] valid_0's poisson: -109.524
[100] valid_0's poisson: -109.526
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -92.5238
[2] valid_0's poisson: -95.7689
[3] valid_0's poisson: -98.0748
[4] valid_0's poisson: -99.8631
[5] valid_0's poisson: -101.25
[6] valid_0's poisson: -102.369
[7] valid_0's poisson: -103.305
[8] valid_0's poisson: -104.131
[9] valid_0's poisson: -104.803
[10] valid_0's poisson: -105.368
[11] valid_0's poisson: -105.881
[12] valid_0's poisson: -106.303
[13] valid_0's poisson: -106.651
[14] valid_0's poisson: -106.956
[15] valid_0's poisson: -107.205
[16] valid_0's poisson: -107.427
[17] valid_0's poisson: -107.642
[18] valid_0's poisson: -107.815
[19] valid_0's poisson: -107.974
[20] valid_0's poisson: -108.106
[21] valid_0's poisson: -108.217
[22] valid_0's poisson: -108.308
[23] valid_0's poisson: -108.387
[24] valid_0's poisson: -108.455
[25] valid_0's poisson: -108.535
[26] valid_0's poisson: -108.589
[27] valid_0's poisson: -108.652
[28] valid_0's poisson: -108.711
[29] valid_0's poisson: -108.753
[30] valid_0's poisson: -108.789
[31] valid_0's poisson: -108.832
[32] valid_0's poisson: -108.859
[33] valid_0's poisson: -108.892
[34] valid_0's poisson: -108.937
[35] valid_0's poisson: -108.989
[36] valid_0's poisson: -109.003
[37] valid_0's poisson: -109.019
[38] valid_0's poisson: -109.033
[39] valid_0's poisson: -109.062
[40] valid_0's poisson: -109.085
[41] valid_0's poisson: -109.105
[42] valid_0's poisson: -109.132
[43] valid_0's poisson: -109.147
[44] valid_0's poisson: -109.163
[45] valid_0's poisson: -109.18
[46] valid_0's poisson: -109.194
[47] valid_0's poisson: -109.223
[48] valid_0's poisson: -109.239
[49] valid_0's poisson: -109.255
[50] valid_0's poisson: -109.259
[51] valid_0's poisson: -109.282
[52] valid_0's poisson: -109.289
[53] valid_0's poisson: -109.31
[54] valid_0's poisson: -109.316
[55] valid_0's poisson: -109.329
[56] valid_0's poisson: -109.338
[57] valid_0's poisson: -109.349
[58] valid_0's poisson: -109.36
[59] valid_0's poisson: -109.367
[60] valid_0's poisson: -109.373
[61] valid_0's poisson: -109.382
[62] valid_0's poisson: -109.386
[63] valid_0's poisson: -109.39
[64] valid_0's poisson: -109.393
[65] valid_0's poisson: -109.393
[66] valid_0's poisson: -109.396
[67] valid_0's poisson: -109.406
[68] valid_0's poisson: -109.42
[69] valid_0's poisson: -109.425
[70] valid_0's poisson: -109.433
[71] valid_0's poisson: -109.439
[72] valid_0's poisson: -109.441
[73] valid_0's poisson: -109.441
[74] valid_0's poisson: -109.45
[75] valid_0's poisson: -109.459
[76] valid_0's poisson: -109.466
[77] valid_0's poisson: -109.469
[78] valid_0's poisson: -109.477
[79] valid_0's poisson: -109.481
[80] valid_0's poisson: -109.489
[81] valid_0's poisson: -109.491
[82] valid_0's poisson: -109.499
[83] valid_0's poisson: -109.5
[84] valid_0's poisson: -109.502
[85] valid_0's poisson: -109.506
[86] valid_0's poisson: -109.507
[87] valid_0's poisson: -109.513
[88] valid_0's poisson: -109.515
[89] valid_0's poisson: -109.522
[90] valid_0's poisson: -109.528
[91] valid_0's poisson: -109.528
[92] valid_0's poisson: -109.537
[93] valid_0's poisson: -109.54
[94] valid_0's poisson: -109.543
[95] valid_0's poisson: -109.546
[96] valid_0's poisson: -109.549
[97] valid_0's poisson: -109.554
[98] valid_0's poisson: -109.559
[99] valid_0's poisson: -109.565
[100] valid_0's poisson: -109.566
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -92.4132
[2] valid_0's poisson: -95.6261
[3] valid_0's poisson: -97.9314
[4] valid_0's poisson: -99.7099
[5] valid_0's poisson: -101.158
[6] valid_0's poisson: -102.288
[7] valid_0's poisson: -103.243
[8] valid_0's poisson: -104.066
[9] valid_0's poisson: -104.734
[10] valid_0's poisson: -105.29
[11] valid_0's poisson: -105.843
[12] valid_0's poisson: -106.243
[13] valid_0's poisson: -106.607
[14] valid_0's poisson: -106.911
[15] valid_0's poisson: -107.179
[16] valid_0's poisson: -107.413
[17] valid_0's poisson: -107.619
[18] valid_0's poisson: -107.814
[19] valid_0's poisson: -107.953
[20] valid_0's poisson: -108.079
[21] valid_0's poisson: -108.207
[22] valid_0's poisson: -108.306
[23] valid_0's poisson: -108.392
[24] valid_0's poisson: -108.462
[25] valid_0's poisson: -108.521
[26] valid_0's poisson: -108.578
[27] valid_0's poisson: -108.631
[28] valid_0's poisson: -108.689
[29] valid_0's poisson: -108.728
[30] valid_0's poisson: -108.757
[31] valid_0's poisson: -108.782
[32] valid_0's poisson: -108.822
[33] valid_0's poisson: -108.871
[34] valid_0's poisson: -108.925
[35] valid_0's poisson: -108.944
[36] valid_0's poisson: -108.972
[37] valid_0's poisson: -108.998
[38] valid_0's poisson: -109.011
[39] valid_0's poisson: -109.026
[40] valid_0's poisson: -109.061
[41] valid_0's poisson: -109.087
[42] valid_0's poisson: -109.11
[43] valid_0's poisson: -109.129
[44] valid_0's poisson: -109.135
[45] valid_0's poisson: -109.15
[46] valid_0's poisson: -109.184
[47] valid_0's poisson: -109.204
[48] valid_0's poisson: -109.213
[49] valid_0's poisson: -109.222
[50] valid_0's poisson: -109.229
[51] valid_0's poisson: -109.245
[52] valid_0's poisson: -109.264
[53] valid_0's poisson: -109.269
[54] valid_0's poisson: -109.281
[55] valid_0's poisson: -109.282
[56] valid_0's poisson: -109.297
[57] valid_0's poisson: -109.305
[58] valid_0's poisson: -109.308
[59] valid_0's poisson: -109.315
[60] valid_0's poisson: -109.334
[61] valid_0's poisson: -109.337
[62] valid_0's poisson: -109.34
[63] valid_0's poisson: -109.352
[64] valid_0's poisson: -109.363
[65] valid_0's poisson: -109.377
[66] valid_0's poisson: -109.379
[67] valid_0's poisson: -109.392
[68] valid_0's poisson: -109.404
[69] valid_0's poisson: -109.41
[70] valid_0's poisson: -109.421
[71] valid_0's poisson: -109.422
[72] valid_0's poisson: -109.426
[73] valid_0's poisson: -109.427
[74] valid_0's poisson: -109.435
[75] valid_0's poisson: -109.437
[76] valid_0's poisson: -109.44
[77] valid_0's poisson: -109.447
[78] valid_0's poisson: -109.452
[79] valid_0's poisson: -109.458
[80] valid_0's poisson: -109.459
[81] valid_0's poisson: -109.464
[82] valid_0's poisson: -109.472
[83] valid_0's poisson: -109.479
[84] valid_0's poisson: -109.482
[85] valid_0's poisson: -109.484
[86] valid_0's poisson: -109.487
[87] valid_0's poisson: -109.489
[88] valid_0's poisson: -109.496
[89] valid_0's poisson: -109.499
[90] valid_0's poisson: -109.506
[91] valid_0's poisson: -109.506
[92] valid_0's poisson: -109.509
[93] valid_0's poisson: -109.509
[94] valid_0's poisson: -109.513
[95] valid_0's poisson: -109.515
[96] valid_0's poisson: -109.516
[97] valid_0's poisson: -109.518
[98] valid_0's poisson: -109.521
[99] valid_0's poisson: -109.532
[100] valid_0's poisson: -109.534
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.253
[2] valid_0's poisson: -87.3318
[3] valid_0's poisson: -87.4099
[4] valid_0's poisson: -87.4875
[5] valid_0's poisson: -87.5646
[6] valid_0's poisson: -87.641
[7] valid_0's poisson: -87.7171
[8] valid_0's poisson: -87.7925
[9] valid_0's poisson: -87.8675
[10] valid_0's poisson: -87.942
[11] valid_0's poisson: -88.016
[12] valid_0's poisson: -88.0894
[13] valid_0's poisson: -88.1623
[14] valid_0's poisson: -88.2348
[15] valid_0's poisson: -88.3067
[16] valid_0's poisson: -88.3781
[17] valid_0's poisson: -88.4491
[18] valid_0's poisson: -88.5196
[19] valid_0's poisson: -88.5903
[20] valid_0's poisson: -88.6607
[21] valid_0's poisson: -88.7298
[22] valid_0's poisson: -88.7991
[23] valid_0's poisson: -88.8681
[24] valid_0's poisson: -88.9366
[25] valid_0's poisson: -89.0039
[26] valid_0's poisson: -89.0716
[27] valid_0's poisson: -89.1393
[28] valid_0's poisson: -89.2054
[29] valid_0's poisson: -89.2719
[30] valid_0's poisson: -89.3382
[31] valid_0's poisson: -89.4038
[32] valid_0's poisson: -89.4683
[33] valid_0's poisson: -89.5334
[34] valid_0's poisson: -89.5978
[35] valid_0's poisson: -89.6612
[36] valid_0's poisson: -89.7251
[37] valid_0's poisson: -89.7884
[38] valid_0's poisson: -89.8506
[39] valid_0's poisson: -89.9134
[40] valid_0's poisson: -89.9755
[41] valid_0's poisson: -90.0372
[42] valid_0's poisson: -90.0989
[43] valid_0's poisson: -90.1594
[44] valid_0's poisson: -90.22
[45] valid_0's poisson: -90.2806
[46] valid_0's poisson: -90.3401
[47] valid_0's poisson: -90.3996
[48] valid_0's poisson: -90.4592
[49] valid_0's poisson: -90.5176
[50] valid_0's poisson: -90.5763
[51] valid_0's poisson: -90.6349
[52] valid_0's poisson: -90.6922
[53] valid_0's poisson: -90.7499
[54] valid_0's poisson: -90.8075
[55] valid_0's poisson: -90.8639
[56] valid_0's poisson: -90.9206
[57] valid_0's poisson: -90.9772
[58] valid_0's poisson: -91.0328
[59] valid_0's poisson: -91.0885
[60] valid_0's poisson: -91.1442
[61] valid_0's poisson: -91.1989
[62] valid_0's poisson: -91.2537
[63] valid_0's poisson: -91.3085
[64] valid_0's poisson: -91.3624
[65] valid_0's poisson: -91.4166
[66] valid_0's poisson: -91.4704
[67] valid_0's poisson: -91.5232
[68] valid_0's poisson: -91.5766
[69] valid_0's poisson: -91.6295
[70] valid_0's poisson: -91.682
[71] valid_0's poisson: -91.7347
[72] valid_0's poisson: -91.7863
[73] valid_0's poisson: -91.8383
[74] valid_0's poisson: -91.8894
[75] valid_0's poisson: -91.9405
[76] valid_0's poisson: -91.9918
[77] valid_0's poisson: -92.0421
[78] valid_0's poisson: -92.0928
[79] valid_0's poisson: -92.143
[80] valid_0's poisson: -92.1924
[81] valid_0's poisson: -92.2423
[82] valid_0's poisson: -92.2918
[83] valid_0's poisson: -92.3404
[84] valid_0's poisson: -92.3896
[85] valid_0's poisson: -92.4384
[86] valid_0's poisson: -92.4871
[87] valid_0's poisson: -92.535
[88] valid_0's poisson: -92.5832
[89] valid_0's poisson: -92.6304
[90] valid_0's poisson: -92.678
[91] valid_0's poisson: -92.7255
[92] valid_0's poisson: -92.772
[93] valid_0's poisson: -92.8188
[94] valid_0's poisson: -92.8656
[95] valid_0's poisson: -92.9117
[96] valid_0's poisson: -92.9581
[97] valid_0's poisson: -93.0039
[98] valid_0's poisson: -93.0498
[99] valid_0's poisson: -93.0949
[100] valid_0's poisson: -93.14
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2547
[2] valid_0's poisson: -87.335
[3] valid_0's poisson: -87.4145
[4] valid_0's poisson: -87.4965
[5] valid_0's poisson: -87.5779
[6] valid_0's poisson: -87.6586
[7] valid_0's poisson: -87.7364
[8] valid_0's poisson: -87.8136
[9] valid_0's poisson: -87.8902
[10] valid_0's poisson: -87.9667
[11] valid_0's poisson: -88.0447
[12] valid_0's poisson: -88.1201
[13] valid_0's poisson: -88.1949
[14] valid_0's poisson: -88.2692
[15] valid_0's poisson: -88.3431
[16] valid_0's poisson: -88.4185
[17] valid_0's poisson: -88.4913
[18] valid_0's poisson: -88.5637
[19] valid_0's poisson: -88.6351
[20] valid_0's poisson: -88.7064
[21] valid_0's poisson: -88.7794
[22] valid_0's poisson: -88.8499
[23] valid_0's poisson: -88.92
[24] valid_0's poisson: -88.9894
[25] valid_0's poisson: -89.0584
[26] valid_0's poisson: -89.1267
[27] valid_0's poisson: -89.197
[28] valid_0's poisson: -89.2647
[29] valid_0's poisson: -89.332
[30] valid_0's poisson: -89.3984
[31] valid_0's poisson: -89.4644
[32] valid_0's poisson: -89.5326
[33] valid_0's poisson: -89.5981
[34] valid_0's poisson: -89.6629
[35] valid_0's poisson: -89.7273
[36] valid_0's poisson: -89.7917
[37] valid_0's poisson: -89.8577
[38] valid_0's poisson: -89.9213
[39] valid_0's poisson: -89.9844
[40] valid_0's poisson: -90.0473
[41] valid_0's poisson: -90.1096
[42] valid_0's poisson: -90.1738
[43] valid_0's poisson: -90.2355
[44] valid_0's poisson: -90.2968
[45] valid_0's poisson: -90.3574
[46] valid_0's poisson: -90.418
[47] valid_0's poisson: -90.4803
[48] valid_0's poisson: -90.5403
[49] valid_0's poisson: -90.6
[50] valid_0's poisson: -90.6594
[51] valid_0's poisson: -90.7181
[52] valid_0's poisson: -90.7787
[53] valid_0's poisson: -90.837
[54] valid_0's poisson: -90.895
[55] valid_0's poisson: -90.9527
[56] valid_0's poisson: -91.0099
[57] valid_0's poisson: -91.067
[58] valid_0's poisson: -91.1256
[59] valid_0's poisson: -91.1819
[60] valid_0's poisson: -91.2381
[61] valid_0's poisson: -91.2935
[62] valid_0's poisson: -91.349
[63] valid_0's poisson: -91.4061
[64] valid_0's poisson: -91.4609
[65] valid_0's poisson: -91.5154
[66] valid_0's poisson: -91.5696
[67] valid_0's poisson: -91.6235
[68] valid_0's poisson: -91.6791
[69] valid_0's poisson: -91.7325
[70] valid_0's poisson: -91.7853
[71] valid_0's poisson: -91.838
[72] valid_0's poisson: -91.8905
[73] valid_0's poisson: -91.9425
[74] valid_0's poisson: -91.9944
[75] valid_0's poisson: -92.048
[76] valid_0's poisson: -92.0995
[77] valid_0's poisson: -92.1506
[78] valid_0's poisson: -92.2014
[79] valid_0's poisson: -92.252
[80] valid_0's poisson: -92.3019
[81] valid_0's poisson: -92.3539
[82] valid_0's poisson: -92.4037
[83] valid_0's poisson: -92.4533
[84] valid_0's poisson: -92.5023
[85] valid_0's poisson: -92.5514
[86] valid_0's poisson: -92.6002
[87] valid_0's poisson: -92.6507
[88] valid_0's poisson: -92.6988
[89] valid_0's poisson: -92.7467
[90] valid_0's poisson: -92.7945
[91] valid_0's poisson: -92.8421
[92] valid_0's poisson: -92.8914
[93] valid_0's poisson: -92.9383
[94] valid_0's poisson: -92.985
[95] valid_0's poisson: -93.0315
[96] valid_0's poisson: -93.0779
[97] valid_0's poisson: -93.1239
[98] valid_0's poisson: -93.1718
[99] valid_0's poisson: -93.2175
[100] valid_0's poisson: -93.2631
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2509
[2] valid_0's poisson: -87.3316
[3] valid_0's poisson: -87.4117
[4] valid_0's poisson: -87.4911
[5] valid_0's poisson: -87.5702
[6] valid_0's poisson: -87.6486
[7] valid_0's poisson: -87.7263
[8] valid_0's poisson: -87.8036
[9] valid_0's poisson: -87.8803
[10] valid_0's poisson: -87.9563
[11] valid_0's poisson: -88.032
[12] valid_0's poisson: -88.107
[13] valid_0's poisson: -88.1819
[14] valid_0's poisson: -88.2554
[15] valid_0's poisson: -88.3297
[16] valid_0's poisson: -88.403
[17] valid_0's poisson: -88.4751
[18] valid_0's poisson: -88.5474
[19] valid_0's poisson: -88.6197
[20] valid_0's poisson: -88.691
[21] valid_0's poisson: -88.7612
[22] valid_0's poisson: -88.8321
[23] valid_0's poisson: -88.902
[24] valid_0's poisson: -88.9708
[25] valid_0's poisson: -89.0402
[26] valid_0's poisson: -89.1088
[27] valid_0's poisson: -89.1769
[28] valid_0's poisson: -89.244
[29] valid_0's poisson: -89.3116
[30] valid_0's poisson: -89.3784
[31] valid_0's poisson: -89.4442
[32] valid_0's poisson: -89.5119
[33] valid_0's poisson: -89.5778
[34] valid_0's poisson: -89.6431
[35] valid_0's poisson: -89.7083
[36] valid_0's poisson: -89.7727
[37] valid_0's poisson: -89.8366
[38] valid_0's poisson: -89.9019
[39] valid_0's poisson: -89.9654
[40] valid_0's poisson: -90.0284
[41] valid_0's poisson: -90.0903
[42] valid_0's poisson: -90.1527
[43] valid_0's poisson: -90.2161
[44] valid_0's poisson: -90.2776
[45] valid_0's poisson: -90.3389
[46] valid_0's poisson: -90.3996
[47] valid_0's poisson: -90.46
[48] valid_0's poisson: -90.5197
[49] valid_0's poisson: -90.581
[50] valid_0's poisson: -90.6403
[51] valid_0's poisson: -90.6995
[52] valid_0's poisson: -90.7582
[53] valid_0's poisson: -90.8164
[54] valid_0's poisson: -90.876
[55] valid_0's poisson: -90.9339
[56] valid_0's poisson: -90.9913
[57] valid_0's poisson: -91.0479
[58] valid_0's poisson: -91.1045
[59] valid_0's poisson: -91.1625
[60] valid_0's poisson: -91.2182
[61] valid_0's poisson: -91.274
[62] valid_0's poisson: -91.3293
[63] valid_0's poisson: -91.3841
[64] valid_0's poisson: -91.4405
[65] valid_0's poisson: -91.4951
[66] valid_0's poisson: -91.5494
[67] valid_0's poisson: -91.6034
[68] valid_0's poisson: -91.6587
[69] valid_0's poisson: -91.7121
[70] valid_0's poisson: -91.7652
[71] valid_0's poisson: -91.818
[72] valid_0's poisson: -91.8722
[73] valid_0's poisson: -91.9244
[74] valid_0's poisson: -91.9764
[75] valid_0's poisson: -92.0282
[76] valid_0's poisson: -92.0813
[77] valid_0's poisson: -92.1324
[78] valid_0's poisson: -92.1834
[79] valid_0's poisson: -92.2341
[80] valid_0's poisson: -92.2841
[81] valid_0's poisson: -92.3355
[82] valid_0's poisson: -92.3854
[83] valid_0's poisson: -92.4351
[84] valid_0's poisson: -92.4848
[85] valid_0's poisson: -92.5352
[86] valid_0's poisson: -92.584
[87] valid_0's poisson: -92.6323
[88] valid_0's poisson: -92.6807
[89] valid_0's poisson: -92.7301
[90] valid_0's poisson: -92.7779
[91] valid_0's poisson: -92.8256
[92] valid_0's poisson: -92.8731
[93] valid_0's poisson: -92.9216
[94] valid_0's poisson: -92.9682
[95] valid_0's poisson: -93.0148
[96] valid_0's poisson: -93.0614
[97] valid_0's poisson: -93.109
[98] valid_0's poisson: -93.1551
[99] valid_0's poisson: -93.2009
[100] valid_0's poisson: -93.2464
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2576
[2] valid_0's poisson: -87.3386
[3] valid_0's poisson: -87.4189
[4] valid_0's poisson: -87.4987
[5] valid_0's poisson: -87.5778
[6] valid_0's poisson: -87.6564
[7] valid_0's poisson: -87.7344
[8] valid_0's poisson: -87.8118
[9] valid_0's poisson: -87.8888
[10] valid_0's poisson: -87.9651
[11] valid_0's poisson: -88.0408
[12] valid_0's poisson: -88.1168
[13] valid_0's poisson: -88.192
[14] valid_0's poisson: -88.2662
[15] valid_0's poisson: -88.3405
[16] valid_0's poisson: -88.4142
[17] valid_0's poisson: -88.487
[18] valid_0's poisson: -88.5597
[19] valid_0's poisson: -88.6319
[20] valid_0's poisson: -88.704
[21] valid_0's poisson: -88.7746
[22] valid_0's poisson: -88.8456
[23] valid_0's poisson: -88.916
[24] valid_0's poisson: -88.9855
[25] valid_0's poisson: -89.0549
[26] valid_0's poisson: -89.1241
[27] valid_0's poisson: -89.1925
[28] valid_0's poisson: -89.2625
[29] valid_0's poisson: -89.3303
[30] valid_0's poisson: -89.397
[31] valid_0's poisson: -89.4633
[32] valid_0's poisson: -89.5296
[33] valid_0's poisson: -89.5975
[34] valid_0's poisson: -89.6625
[35] valid_0's poisson: -89.7271
[36] valid_0's poisson: -89.7919
[37] valid_0's poisson: -89.8562
[38] valid_0's poisson: -89.9221
[39] valid_0's poisson: -89.9857
[40] valid_0's poisson: -90.0489
[41] valid_0's poisson: -90.1112
[42] valid_0's poisson: -90.1737
[43] valid_0's poisson: -90.2367
[44] valid_0's poisson: -90.2984
[45] valid_0's poisson: -90.3593
[46] valid_0's poisson: -90.4202
[47] valid_0's poisson: -90.4817
[48] valid_0's poisson: -90.5415
[49] valid_0's poisson: -90.6015
[50] valid_0's poisson: -90.6611
[51] valid_0's poisson: -90.7198
[52] valid_0's poisson: -90.7807
[53] valid_0's poisson: -90.8393
[54] valid_0's poisson: -90.8976
[55] valid_0's poisson: -90.9555
[56] valid_0's poisson: -91.0141
[57] valid_0's poisson: -91.0713
[58] valid_0's poisson: -91.1279
[59] valid_0's poisson: -91.1845
[60] valid_0's poisson: -91.2409
[61] valid_0's poisson: -91.2979
[62] valid_0's poisson: -91.3532
[63] valid_0's poisson: -91.4084
[64] valid_0's poisson: -91.4634
[65] valid_0's poisson: -91.5193
[66] valid_0's poisson: -91.5734
[67] valid_0's poisson: -91.6277
[68] valid_0's poisson: -91.6814
[69] valid_0's poisson: -91.737
[70] valid_0's poisson: -91.7905
[71] valid_0's poisson: -91.8435
[72] valid_0's poisson: -91.8959
[73] valid_0's poisson: -91.9495
[74] valid_0's poisson: -92.0016
[75] valid_0's poisson: -92.0536
[76] valid_0's poisson: -92.1047
[77] valid_0's poisson: -92.1563
[78] valid_0's poisson: -92.2086
[79] valid_0's poisson: -92.2591
[80] valid_0's poisson: -92.3095
[81] valid_0's poisson: -92.3599
[82] valid_0's poisson: -92.4111
[83] valid_0's poisson: -92.4607
[84] valid_0's poisson: -92.5104
[85] valid_0's poisson: -92.5592
[86] valid_0's poisson: -92.6103
[87] valid_0's poisson: -92.6592
[88] valid_0's poisson: -92.7077
[89] valid_0's poisson: -92.7561
[90] valid_0's poisson: -92.8054
[91] valid_0's poisson: -92.8533
[92] valid_0's poisson: -92.9005
[93] valid_0's poisson: -92.9479
[94] valid_0's poisson: -92.9963
[95] valid_0's poisson: -93.043
[96] valid_0's poisson: -93.0898
[97] valid_0's poisson: -93.1361
[98] valid_0's poisson: -93.1836
[99] valid_0's poisson: -93.2295
[100] valid_0's poisson: -93.2755
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2441
[2] valid_0's poisson: -87.324
[3] valid_0's poisson: -87.4032
[4] valid_0's poisson: -87.4819
[5] valid_0's poisson: -87.56
[6] valid_0's poisson: -87.6376
[7] valid_0's poisson: -87.7146
[8] valid_0's poisson: -87.791
[9] valid_0's poisson: -87.8669
[10] valid_0's poisson: -87.9422
[11] valid_0's poisson: -88.017
[12] valid_0's poisson: -88.0913
[13] valid_0's poisson: -88.165
[14] valid_0's poisson: -88.2382
[15] valid_0's poisson: -88.311
[16] valid_0's poisson: -88.3832
[17] valid_0's poisson: -88.4549
[18] valid_0's poisson: -88.5267
[19] valid_0's poisson: -88.5978
[20] valid_0's poisson: -88.6681
[21] valid_0's poisson: -88.7383
[22] valid_0's poisson: -88.808
[23] valid_0's poisson: -88.877
[24] valid_0's poisson: -88.9458
[25] valid_0's poisson: -89.0141
[26] valid_0's poisson: -89.0822
[27] valid_0's poisson: -89.1493
[28] valid_0's poisson: -89.2163
[29] valid_0's poisson: -89.2831
[30] valid_0's poisson: -89.3491
[31] valid_0's poisson: -89.415
[32] valid_0's poisson: -89.4806
[33] valid_0's poisson: -89.5459
[34] valid_0's poisson: -89.6101
[35] valid_0's poisson: -89.6745
[36] valid_0's poisson: -89.7386
[37] valid_0's poisson: -89.8015
[38] valid_0's poisson: -89.8648
[39] valid_0's poisson: -89.9277
[40] valid_0's poisson: -89.9897
[41] valid_0's poisson: -90.0518
[42] valid_0's poisson: -90.1135
[43] valid_0's poisson: -90.1747
[44] valid_0's poisson: -90.2353
[45] valid_0's poisson: -90.2958
[46] valid_0's poisson: -90.3562
[47] valid_0's poisson: -90.4155
[48] valid_0's poisson: -90.4751
[49] valid_0's poisson: -90.5366
[50] valid_0's poisson: -90.5955
[51] valid_0's poisson: -90.6541
[52] valid_0's poisson: -90.7124
[53] valid_0's poisson: -90.7725
[54] valid_0's poisson: -90.8301
[55] valid_0's poisson: -90.8872
[56] valid_0's poisson: -90.9437
[57] valid_0's poisson: -91.0025
[58] valid_0's poisson: -91.0588
[59] valid_0's poisson: -91.1146
[60] valid_0's poisson: -91.1702
[61] valid_0's poisson: -91.2278
[62] valid_0's poisson: -91.2829
[63] valid_0's poisson: -91.3377
[64] valid_0's poisson: -91.3923
[65] valid_0's poisson: -91.4465
[66] valid_0's poisson: -91.5026
[67] valid_0's poisson: -91.556
[68] valid_0's poisson: -91.6092
[69] valid_0's poisson: -91.6644
[70] valid_0's poisson: -91.717
[71] valid_0's poisson: -91.7696
[72] valid_0's poisson: -91.8215
[73] valid_0's poisson: -91.8756
[74] valid_0's poisson: -91.9273
[75] valid_0's poisson: -91.9788
[76] valid_0's poisson: -92.0297
[77] valid_0's poisson: -92.0807
[78] valid_0's poisson: -92.1334
[79] valid_0's poisson: -92.1836
[80] valid_0's poisson: -92.2337
[81] valid_0's poisson: -92.2831
[82] valid_0's poisson: -92.3348
[83] valid_0's poisson: -92.3842
[84] valid_0's poisson: -92.4333
[85] valid_0's poisson: -92.4842
[86] valid_0's poisson: -92.5327
[87] valid_0's poisson: -92.5812
[88] valid_0's poisson: -92.6292
[89] valid_0's poisson: -92.6771
[90] valid_0's poisson: -92.7268
[91] valid_0's poisson: -92.7741
[92] valid_0's poisson: -92.8211
[93] valid_0's poisson: -92.8701
[94] valid_0's poisson: -92.9169
[95] valid_0's poisson: -92.9635
[96] valid_0's poisson: -93.0093
[97] valid_0's poisson: -93.0553
[98] valid_0's poisson: -93.103
[99] valid_0's poisson: -93.1485
[100] valid_0's poisson: -93.1936
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2531
[2] valid_0's poisson: -87.3318
[3] valid_0's poisson: -87.41
[4] valid_0's poisson: -87.4876
[5] valid_0's poisson: -87.5647
[6] valid_0's poisson: -87.6412
[7] valid_0's poisson: -87.7173
[8] valid_0's poisson: -87.7927
[9] valid_0's poisson: -87.8677
[10] valid_0's poisson: -87.9422
[11] valid_0's poisson: -88.0162
[12] valid_0's poisson: -88.0896
[13] valid_0's poisson: -88.1626
[14] valid_0's poisson: -88.235
[15] valid_0's poisson: -88.307
[16] valid_0's poisson: -88.3784
[17] valid_0's poisson: -88.4494
[18] valid_0's poisson: -88.5199
[19] valid_0's poisson: -88.5907
[20] valid_0's poisson: -88.661
[21] valid_0's poisson: -88.7302
[22] valid_0's poisson: -88.7995
[23] valid_0's poisson: -88.8685
[24] valid_0's poisson: -88.9363
[25] valid_0's poisson: -89.0044
[26] valid_0's poisson: -89.0721
[27] valid_0's poisson: -89.1398
[28] valid_0's poisson: -89.206
[29] valid_0's poisson: -89.2724
[30] valid_0's poisson: -89.3388
[31] valid_0's poisson: -89.4037
[32] valid_0's poisson: -89.4689
[33] valid_0's poisson: -89.534
[34] valid_0's poisson: -89.5985
[35] valid_0's poisson: -89.6618
[36] valid_0's poisson: -89.7258
[37] valid_0's poisson: -89.7891
[38] valid_0's poisson: -89.8513
[39] valid_0's poisson: -89.9141
[40] valid_0's poisson: -89.9763
[41] valid_0's poisson: -90.0374
[42] valid_0's poisson: -90.0991
[43] valid_0's poisson: -90.1602
[44] valid_0's poisson: -90.2208
[45] valid_0's poisson: -90.2815
[46] valid_0's poisson: -90.3409
[47] valid_0's poisson: -90.4005
[48] valid_0's poisson: -90.4601
[49] valid_0's poisson: -90.5186
[50] valid_0's poisson: -90.5773
[51] valid_0's poisson: -90.6359
[52] valid_0's poisson: -90.6932
[53] valid_0's poisson: -90.7509
[54] valid_0's poisson: -90.8085
[55] valid_0's poisson: -90.8651
[56] valid_0's poisson: -90.9217
[57] valid_0's poisson: -90.9784
[58] valid_0's poisson: -91.034
[59] valid_0's poisson: -91.0897
[60] valid_0's poisson: -91.1454
[61] valid_0's poisson: -91.2001
[62] valid_0's poisson: -91.2549
[63] valid_0's poisson: -91.3098
[64] valid_0's poisson: -91.3636
[65] valid_0's poisson: -91.4179
[66] valid_0's poisson: -91.4717
[67] valid_0's poisson: -91.5245
[68] valid_0's poisson: -91.5779
[69] valid_0's poisson: -91.6308
[70] valid_0's poisson: -91.6829
[71] valid_0's poisson: -91.7356
[72] valid_0's poisson: -91.7877
[73] valid_0's poisson: -91.8397
[74] valid_0's poisson: -91.8908
[75] valid_0's poisson: -91.9419
[76] valid_0's poisson: -91.9932
[77] valid_0's poisson: -92.0435
[78] valid_0's poisson: -92.0942
[79] valid_0's poisson: -92.1444
[80] valid_0's poisson: -92.1939
[81] valid_0's poisson: -92.2438
[82] valid_0's poisson: -92.2933
[83] valid_0's poisson: -92.3419
[84] valid_0's poisson: -92.3911
[85] valid_0's poisson: -92.4399
[86] valid_0's poisson: -92.4887
[87] valid_0's poisson: -92.5366
[88] valid_0's poisson: -92.5848
[89] valid_0's poisson: -92.632
[90] valid_0's poisson: -92.6796
[91] valid_0's poisson: -92.7271
[92] valid_0's poisson: -92.7736
[93] valid_0's poisson: -92.8205
[94] valid_0's poisson: -92.8673
[95] valid_0's poisson: -92.9133
[96] valid_0's poisson: -92.9598
[97] valid_0's poisson: -93.0055
[98] valid_0's poisson: -93.0514
[99] valid_0's poisson: -93.0966
[100] valid_0's poisson: -93.1417
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2547
[2] valid_0's poisson: -87.3351
[3] valid_0's poisson: -87.4146
[4] valid_0's poisson: -87.4966
[5] valid_0's poisson: -87.578
[6] valid_0's poisson: -87.6587
[7] valid_0's poisson: -87.7365
[8] valid_0's poisson: -87.8137
[9] valid_0's poisson: -87.8904
[10] valid_0's poisson: -87.9669
[11] valid_0's poisson: -88.0449
[12] valid_0's poisson: -88.1204
[13] valid_0's poisson: -88.1952
[14] valid_0's poisson: -88.2695
[15] valid_0's poisson: -88.3434
[16] valid_0's poisson: -88.4188
[17] valid_0's poisson: -88.4916
[18] valid_0's poisson: -88.5641
[19] valid_0's poisson: -88.6355
[20] valid_0's poisson: -88.7068
[21] valid_0's poisson: -88.7778
[22] valid_0's poisson: -88.8504
[23] valid_0's poisson: -88.9203
[24] valid_0's poisson: -88.9899
[25] valid_0's poisson: -89.0589
[26] valid_0's poisson: -89.1272
[27] valid_0's poisson: -89.1975
[28] valid_0's poisson: -89.2652
[29] valid_0's poisson: -89.3325
[30] valid_0's poisson: -89.399
[31] valid_0's poisson: -89.465
[32] valid_0's poisson: -89.5332
[33] valid_0's poisson: -89.5988
[34] valid_0's poisson: -89.6636
[35] valid_0's poisson: -89.7279
[36] valid_0's poisson: -89.7923
[37] valid_0's poisson: -89.8584
[38] valid_0's poisson: -89.922
[39] valid_0's poisson: -89.9851
[40] valid_0's poisson: -90.048
[41] valid_0's poisson: -90.1101
[42] valid_0's poisson: -90.1743
[43] valid_0's poisson: -90.2359
[44] valid_0's poisson: -90.2973
[45] valid_0's poisson: -90.3582
[46] valid_0's poisson: -90.4188
[47] valid_0's poisson: -90.4812
[48] valid_0's poisson: -90.5411
[49] valid_0's poisson: -90.6009
[50] valid_0's poisson: -90.6603
[51] valid_0's poisson: -90.719
[52] valid_0's poisson: -90.7796
[53] valid_0's poisson: -90.8379
[54] valid_0's poisson: -90.8959
[55] valid_0's poisson: -90.9536
[56] valid_0's poisson: -91.0109
[57] valid_0's poisson: -91.0679
[58] valid_0's poisson: -91.1266
[59] valid_0's poisson: -91.183
[60] valid_0's poisson: -91.239
[61] valid_0's poisson: -91.2946
[62] valid_0's poisson: -91.35
[63] valid_0's poisson: -91.4071
[64] valid_0's poisson: -91.4619
[65] valid_0's poisson: -91.5165
[66] valid_0's poisson: -91.5707
[67] valid_0's poisson: -91.6246
[68] valid_0's poisson: -91.6803
[69] valid_0's poisson: -91.7336
[70] valid_0's poisson: -91.7864
[71] valid_0's poisson: -91.8392
[72] valid_0's poisson: -91.8917
[73] valid_0's poisson: -91.9437
[74] valid_0's poisson: -91.9956
[75] valid_0's poisson: -92.0493
[76] valid_0's poisson: -92.1007
[77] valid_0's poisson: -92.1518
[78] valid_0's poisson: -92.2026
[79] valid_0's poisson: -92.253
[80] valid_0's poisson: -92.3032
[81] valid_0's poisson: -92.3552
[82] valid_0's poisson: -92.405
[83] valid_0's poisson: -92.4546
[84] valid_0's poisson: -92.5037
[85] valid_0's poisson: -92.5528
[86] valid_0's poisson: -92.6015
[87] valid_0's poisson: -92.6521
[88] valid_0's poisson: -92.7
[89] valid_0's poisson: -92.7481
[90] valid_0's poisson: -92.7959
[91] valid_0's poisson: -92.8435
[92] valid_0's poisson: -92.8905
[93] valid_0's poisson: -92.9396
[94] valid_0's poisson: -92.9862
[95] valid_0's poisson: -93.0329
[96] valid_0's poisson: -93.0794
[97] valid_0's poisson: -93.1252
[98] valid_0's poisson: -93.1731
[99] valid_0's poisson: -93.2189
[100] valid_0's poisson: -93.2645
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2509
[2] valid_0's poisson: -87.3316
[3] valid_0's poisson: -87.4117
[4] valid_0's poisson: -87.4912
[5] valid_0's poisson: -87.5703
[6] valid_0's poisson: -87.6487
[7] valid_0's poisson: -87.7265
[8] valid_0's poisson: -87.8038
[9] valid_0's poisson: -87.8805
[10] valid_0's poisson: -87.9565
[11] valid_0's poisson: -88.0322
[12] valid_0's poisson: -88.1073
[13] valid_0's poisson: -88.1821
[14] valid_0's poisson: -88.2557
[15] valid_0's poisson: -88.33
[16] valid_0's poisson: -88.4033
[17] valid_0's poisson: -88.4754
[18] valid_0's poisson: -88.5477
[19] valid_0's poisson: -88.6201
[20] valid_0's poisson: -88.6914
[21] valid_0's poisson: -88.7616
[22] valid_0's poisson: -88.8325
[23] valid_0's poisson: -88.9024
[24] valid_0's poisson: -88.9713
[25] valid_0's poisson: -89.0403
[26] valid_0's poisson: -89.1093
[27] valid_0's poisson: -89.1774
[28] valid_0's poisson: -89.2445
[29] valid_0's poisson: -89.3121
[30] valid_0's poisson: -89.379
[31] valid_0's poisson: -89.4448
[32] valid_0's poisson: -89.5124
[33] valid_0's poisson: -89.5784
[34] valid_0's poisson: -89.6437
[35] valid_0's poisson: -89.7089
[36] valid_0's poisson: -89.7733
[37] valid_0's poisson: -89.8373
[38] valid_0's poisson: -89.9025
[39] valid_0's poisson: -89.9662
[40] valid_0's poisson: -90.0291
[41] valid_0's poisson: -90.091
[42] valid_0's poisson: -90.1535
[43] valid_0's poisson: -90.2169
[44] valid_0's poisson: -90.2784
[45] valid_0's poisson: -90.3397
[46] valid_0's poisson: -90.4004
[47] valid_0's poisson: -90.4608
[48] valid_0's poisson: -90.5206
[49] valid_0's poisson: -90.5819
[50] valid_0's poisson: -90.6411
[51] valid_0's poisson: -90.7004
[52] valid_0's poisson: -90.7591
[53] valid_0's poisson: -90.8173
[54] valid_0's poisson: -90.8769
[55] valid_0's poisson: -90.9348
[56] valid_0's poisson: -90.9922
[57] valid_0's poisson: -91.0489
[58] valid_0's poisson: -91.1055
[59] valid_0's poisson: -91.1635
[60] valid_0's poisson: -91.2192
[61] valid_0's poisson: -91.275
[62] valid_0's poisson: -91.3304
[63] valid_0's poisson: -91.3852
[64] valid_0's poisson: -91.4416
[65] valid_0's poisson: -91.4962
[66] valid_0's poisson: -91.5505
[67] valid_0's poisson: -91.6046
[68] valid_0's poisson: -91.6598
[69] valid_0's poisson: -91.7132
[70] valid_0's poisson: -91.7664
[71] valid_0's poisson: -91.8193
[72] valid_0's poisson: -91.8734
[73] valid_0's poisson: -91.9257
[74] valid_0's poisson: -91.9777
[75] valid_0's poisson: -92.0294
[76] valid_0's poisson: -92.0825
[77] valid_0's poisson: -92.1337
[78] valid_0's poisson: -92.1847
[79] valid_0's poisson: -92.2354
[80] valid_0's poisson: -92.2854
[81] valid_0's poisson: -92.3368
[82] valid_0's poisson: -92.3867
[83] valid_0's poisson: -92.4364
[84] valid_0's poisson: -92.4861
[85] valid_0's poisson: -92.5365
[86] valid_0's poisson: -92.5854
[87] valid_0's poisson: -92.6337
[88] valid_0's poisson: -92.6821
[89] valid_0's poisson: -92.7316
[90] valid_0's poisson: -92.7793
[91] valid_0's poisson: -92.827
[92] valid_0's poisson: -92.8745
[93] valid_0's poisson: -92.923
[94] valid_0's poisson: -92.9696
[95] valid_0's poisson: -93.0163
[96] valid_0's poisson: -93.0628
[97] valid_0's poisson: -93.1107
[98] valid_0's poisson: -93.1566
[99] valid_0's poisson: -93.2026
[100] valid_0's poisson: -93.2484
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2576
[2] valid_0's poisson: -87.3386
[3] valid_0's poisson: -87.419
[4] valid_0's poisson: -87.4988
[5] valid_0's poisson: -87.5779
[6] valid_0's poisson: -87.6565
[7] valid_0's poisson: -87.7345
[8] valid_0's poisson: -87.8119
[9] valid_0's poisson: -87.889
[10] valid_0's poisson: -87.9653
[11] valid_0's poisson: -88.041
[12] valid_0's poisson: -88.117
[13] valid_0's poisson: -88.1923
[14] valid_0's poisson: -88.2664
[15] valid_0's poisson: -88.3408
[16] valid_0's poisson: -88.4145
[17] valid_0's poisson: -88.4872
[18] valid_0's poisson: -88.5601
[19] valid_0's poisson: -88.6323
[20] valid_0's poisson: -88.7042
[21] valid_0's poisson: -88.775
[22] valid_0's poisson: -88.846
[23] valid_0's poisson: -88.9165
[24] valid_0's poisson: -88.986
[25] valid_0's poisson: -89.0554
[26] valid_0's poisson: -89.1247
[27] valid_0's poisson: -89.1926
[28] valid_0's poisson: -89.2627
[29] valid_0's poisson: -89.3305
[30] valid_0's poisson: -89.3972
[31] valid_0's poisson: -89.4634
[32] valid_0's poisson: -89.5298
[33] valid_0's poisson: -89.5976
[34] valid_0's poisson: -89.6627
[35] valid_0's poisson: -89.7278
[36] valid_0's poisson: -89.7926
[37] valid_0's poisson: -89.8565
[38] valid_0's poisson: -89.9224
[39] valid_0's poisson: -89.9861
[40] valid_0's poisson: -90.0492
[41] valid_0's poisson: -90.112
[42] valid_0's poisson: -90.1745
[43] valid_0's poisson: -90.2375
[44] valid_0's poisson: -90.2988
[45] valid_0's poisson: -90.3601
[46] valid_0's poisson: -90.4211
[47] valid_0's poisson: -90.4826
[48] valid_0's poisson: -90.5424
[49] valid_0's poisson: -90.6024
[50] valid_0's poisson: -90.662
[51] valid_0's poisson: -90.7208
[52] valid_0's poisson: -90.7816
[53] valid_0's poisson: -90.8403
[54] valid_0's poisson: -90.8985
[55] valid_0's poisson: -90.9566
[56] valid_0's poisson: -91.0151
[57] valid_0's poisson: -91.0724
[58] valid_0's poisson: -91.1289
[59] valid_0's poisson: -91.1855
[60] valid_0's poisson: -91.2419
[61] valid_0's poisson: -91.299
[62] valid_0's poisson: -91.3543
[63] valid_0's poisson: -91.4095
[64] valid_0's poisson: -91.4645
[65] valid_0's poisson: -91.5204
[66] valid_0's poisson: -91.5746
[67] valid_0's poisson: -91.6289
[68] valid_0's poisson: -91.6828
[69] valid_0's poisson: -91.7384
[70] valid_0's poisson: -91.7919
[71] valid_0's poisson: -91.8447
[72] valid_0's poisson: -91.8971
[73] valid_0's poisson: -91.9508
[74] valid_0's poisson: -92.0028
[75] valid_0's poisson: -92.0549
[76] valid_0's poisson: -92.106
[77] valid_0's poisson: -92.1576
[78] valid_0's poisson: -92.2098
[79] valid_0's poisson: -92.2604
[80] valid_0's poisson: -92.3108
[81] valid_0's poisson: -92.3612
[82] valid_0's poisson: -92.4125
[83] valid_0's poisson: -92.462
[84] valid_0's poisson: -92.5118
[85] valid_0's poisson: -92.5606
[86] valid_0's poisson: -92.6117
[87] valid_0's poisson: -92.6606
[88] valid_0's poisson: -92.7091
[89] valid_0's poisson: -92.7575
[90] valid_0's poisson: -92.8069
[91] valid_0's poisson: -92.8548
[92] valid_0's poisson: -92.902
[93] valid_0's poisson: -92.9494
[94] valid_0's poisson: -92.9978
[95] valid_0's poisson: -93.0445
[96] valid_0's poisson: -93.0913
[97] valid_0's poisson: -93.1376
[98] valid_0's poisson: -93.1851
[99] valid_0's poisson: -93.2309
[100] valid_0's poisson: -93.277
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.2441
[2] valid_0's poisson: -87.324
[3] valid_0's poisson: -87.4033
[4] valid_0's poisson: -87.482
[5] valid_0's poisson: -87.5602
[6] valid_0's poisson: -87.6377
[7] valid_0's poisson: -87.7147
[8] valid_0's poisson: -87.7911
[9] valid_0's poisson: -87.867
[10] valid_0's poisson: -87.9424
[11] valid_0's poisson: -88.0172
[12] valid_0's poisson: -88.0915
[13] valid_0's poisson: -88.1652
[14] valid_0's poisson: -88.2384
[15] valid_0's poisson: -88.3112
[16] valid_0's poisson: -88.3834
[17] valid_0's poisson: -88.4551
[18] valid_0's poisson: -88.5268
[19] valid_0's poisson: -88.598
[20] valid_0's poisson: -88.6682
[21] valid_0's poisson: -88.7386
[22] valid_0's poisson: -88.8083
[23] valid_0's poisson: -88.8771
[24] valid_0's poisson: -88.9461
[25] valid_0's poisson: -89.0145
[26] valid_0's poisson: -89.0825
[27] valid_0's poisson: -89.1496
[28] valid_0's poisson: -89.2166
[29] valid_0's poisson: -89.2834
[30] valid_0's poisson: -89.3494
[31] valid_0's poisson: -89.4155
[32] valid_0's poisson: -89.481
[33] valid_0's poisson: -89.5458
[34] valid_0's poisson: -89.6107
[35] valid_0's poisson: -89.6749
[36] valid_0's poisson: -89.739
[37] valid_0's poisson: -89.8022
[38] valid_0's poisson: -89.8655
[39] valid_0's poisson: -89.9281
[40] valid_0's poisson: -89.9902
[41] valid_0's poisson: -90.0523
[42] valid_0's poisson: -90.1141
[43] valid_0's poisson: -90.1748
[44] valid_0's poisson: -90.2359
[45] valid_0's poisson: -90.2964
[46] valid_0's poisson: -90.3564
[47] valid_0's poisson: -90.4161
[48] valid_0's poisson: -90.4757
[49] valid_0's poisson: -90.5373
[50] valid_0's poisson: -90.5962
[51] valid_0's poisson: -90.6548
[52] valid_0's poisson: -90.713
[53] valid_0's poisson: -90.7732
[54] valid_0's poisson: -90.8308
[55] valid_0's poisson: -90.8879
[56] valid_0's poisson: -90.9444
[57] valid_0's poisson: -91.0033
[58] valid_0's poisson: -91.0596
[59] valid_0's poisson: -91.1156
[60] valid_0's poisson: -91.1712
[61] valid_0's poisson: -91.2288
[62] valid_0's poisson: -91.284
[63] valid_0's poisson: -91.3386
[64] valid_0's poisson: -91.3932
[65] valid_0's poisson: -91.4473
[66] valid_0's poisson: -91.5034
[67] valid_0's poisson: -91.5569
[68] valid_0's poisson: -91.6101
[69] valid_0's poisson: -91.6629
[70] valid_0's poisson: -91.7178
[71] valid_0's poisson: -91.7703
[72] valid_0's poisson: -91.8224
[73] valid_0's poisson: -91.8744
[74] valid_0's poisson: -91.9282
[75] valid_0's poisson: -91.9797
[76] valid_0's poisson: -92.0306
[77] valid_0's poisson: -92.0815
[78] valid_0's poisson: -92.1343
[79] valid_0's poisson: -92.1847
[80] valid_0's poisson: -92.2347
[81] valid_0's poisson: -92.2841
[82] valid_0's poisson: -92.3358
[83] valid_0's poisson: -92.385
[84] valid_0's poisson: -92.4343
[85] valid_0's poisson: -92.4832
[86] valid_0's poisson: -92.5339
[87] valid_0's poisson: -92.5823
[88] valid_0's poisson: -92.6303
[89] valid_0's poisson: -92.6782
[90] valid_0's poisson: -92.728
[91] valid_0's poisson: -92.7753
[92] valid_0's poisson: -92.8223
[93] valid_0's poisson: -92.869
[94] valid_0's poisson: -92.9178
[95] valid_0's poisson: -92.9644
[96] valid_0's poisson: -93.0105
[97] valid_0's poisson: -93.0565
[98] valid_0's poisson: -93.1042
[99] valid_0's poisson: -93.1497
[100] valid_0's poisson: -93.1949
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -91.918
[2] valid_0's poisson: -94.9311
[3] valid_0's poisson: -97.1547
[4] valid_0's poisson: -98.9649
[5] valid_0's poisson: -100.34
[6] valid_0's poisson: -101.456
[7] valid_0's poisson: -102.39
[8] valid_0's poisson: -103.213
[9] valid_0's poisson: -103.892
[10] valid_0's poisson: -104.471
[11] valid_0's poisson: -105.021
[12] valid_0's poisson: -105.448
[13] valid_0's poisson: -105.823
[14] valid_0's poisson: -106.175
[15] valid_0's poisson: -106.444
[16] valid_0's poisson: -106.71
[17] valid_0's poisson: -106.924
[18] valid_0's poisson: -107.113
[19] valid_0's poisson: -107.276
[20] valid_0's poisson: -107.468
[21] valid_0's poisson: -107.609
[22] valid_0's poisson: -107.719
[23] valid_0's poisson: -107.812
[24] valid_0's poisson: -107.912
[25] valid_0's poisson: -107.99
[26] valid_0's poisson: -108.053
[27] valid_0's poisson: -108.122
[28] valid_0's poisson: -108.189
[29] valid_0's poisson: -108.258
[30] valid_0's poisson: -108.307
[31] valid_0's poisson: -108.353
[32] valid_0's poisson: -108.395
[33] valid_0's poisson: -108.462
[34] valid_0's poisson: -108.485
[35] valid_0's poisson: -108.532
[36] valid_0's poisson: -108.579
[37] valid_0's poisson: -108.604
[38] valid_0's poisson: -108.634
[39] valid_0's poisson: -108.666
[40] valid_0's poisson: -108.684
[41] valid_0's poisson: -108.698
[42] valid_0's poisson: -108.725
[43] valid_0's poisson: -108.772
[44] valid_0's poisson: -108.792
[45] valid_0's poisson: -108.805
[46] valid_0's poisson: -108.848
[47] valid_0's poisson: -108.858
[48] valid_0's poisson: -108.863
[49] valid_0's poisson: -108.883
[50] valid_0's poisson: -108.896
[51] valid_0's poisson: -108.911
[52] valid_0's poisson: -108.919
[53] valid_0's poisson: -108.939
[54] valid_0's poisson: -108.955
[55] valid_0's poisson: -108.982
[56] valid_0's poisson: -108.998
[57] valid_0's poisson: -109.004
[58] valid_0's poisson: -109.027
[59] valid_0's poisson: -109.053
[60] valid_0's poisson: -109.055
[61] valid_0's poisson: -109.062
[62] valid_0's poisson: -109.077
[63] valid_0's poisson: -109.094
[64] valid_0's poisson: -109.095
[65] valid_0's poisson: -109.124
[66] valid_0's poisson: -109.134
[67] valid_0's poisson: -109.142
[68] valid_0's poisson: -109.147
[69] valid_0's poisson: -109.159
[70] valid_0's poisson: -109.168
[71] valid_0's poisson: -109.18
[72] valid_0's poisson: -109.19
[73] valid_0's poisson: -109.192
[74] valid_0's poisson: -109.199
[75] valid_0's poisson: -109.209
[76] valid_0's poisson: -109.211
[77] valid_0's poisson: -109.223
[78] valid_0's poisson: -109.231
[79] valid_0's poisson: -109.238
[80] valid_0's poisson: -109.246
[81] valid_0's poisson: -109.256
[82] valid_0's poisson: -109.262
[83] valid_0's poisson: -109.269
[84] valid_0's poisson: -109.27
[85] valid_0's poisson: -109.285
[86] valid_0's poisson: -109.291
[87] valid_0's poisson: -109.298
[88] valid_0's poisson: -109.303
[89] valid_0's poisson: -109.308
[90] valid_0's poisson: -109.314
[91] valid_0's poisson: -109.323
[92] valid_0's poisson: -109.338
[93] valid_0's poisson: -109.342
[94] valid_0's poisson: -109.344
[95] valid_0's poisson: -109.345
[96] valid_0's poisson: -109.355
[97] valid_0's poisson: -109.366
[98] valid_0's poisson: -109.371
[99] valid_0's poisson: -109.372
[100] valid_0's poisson: -109.376
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -91.9955
[2] valid_0's poisson: -95.1169
[3] valid_0's poisson: -97.4158
[4] valid_0's poisson: -99.1427
[5] valid_0's poisson: -100.471
[6] valid_0's poisson: -101.626
[7] valid_0's poisson: -102.555
[8] valid_0's poisson: -103.338
[9] valid_0's poisson: -104.016
[10] valid_0's poisson: -104.564
[11] valid_0's poisson: -105.077
[12] valid_0's poisson: -105.5
[13] valid_0's poisson: -105.837
[14] valid_0's poisson: -106.199
[15] valid_0's poisson: -106.468
[16] valid_0's poisson: -106.744
[17] valid_0's poisson: -106.958
[18] valid_0's poisson: -107.155
[19] valid_0's poisson: -107.307
[20] valid_0's poisson: -107.472
[21] valid_0's poisson: -107.594
[22] valid_0's poisson: -107.713
[23] valid_0's poisson: -107.803
[24] valid_0's poisson: -107.89
[25] valid_0's poisson: -107.972
[26] valid_0's poisson: -108.054
[27] valid_0's poisson: -108.11
[28] valid_0's poisson: -108.207
[29] valid_0's poisson: -108.262
[30] valid_0's poisson: -108.326
[31] valid_0's poisson: -108.363
[32] valid_0's poisson: -108.403
[33] valid_0's poisson: -108.448
[34] valid_0's poisson: -108.496
[35] valid_0's poisson: -108.548
[36] valid_0's poisson: -108.57
[37] valid_0's poisson: -108.609
[38] valid_0's poisson: -108.66
[39] valid_0's poisson: -108.682
[40] valid_0's poisson: -108.696
[41] valid_0's poisson: -108.723
[42] valid_0's poisson: -108.739
[43] valid_0's poisson: -108.754
[44] valid_0's poisson: -108.768
[45] valid_0's poisson: -108.805
[46] valid_0's poisson: -108.818
[47] valid_0's poisson: -108.841
[48] valid_0's poisson: -108.87
[49] valid_0's poisson: -108.875
[50] valid_0's poisson: -108.891
[51] valid_0's poisson: -108.922
[52] valid_0's poisson: -108.953
[53] valid_0's poisson: -108.958
[54] valid_0's poisson: -108.982
[55] valid_0's poisson: -109.004
[56] valid_0's poisson: -109.014
[57] valid_0's poisson: -109.018
[58] valid_0's poisson: -109.034
[59] valid_0's poisson: -109.04
[60] valid_0's poisson: -109.06
[61] valid_0's poisson: -109.064
[62] valid_0's poisson: -109.075
[63] valid_0's poisson: -109.092
[64] valid_0's poisson: -109.111
[65] valid_0's poisson: -109.123
[66] valid_0's poisson: -109.13
[67] valid_0's poisson: -109.138
[68] valid_0's poisson: -109.146
[69] valid_0's poisson: -109.162
[70] valid_0's poisson: -109.167
[71] valid_0's poisson: -109.173
[72] valid_0's poisson: -109.18
[73] valid_0's poisson: -109.182
[74] valid_0's poisson: -109.19
[75] valid_0's poisson: -109.195
[76] valid_0's poisson: -109.206
[77] valid_0's poisson: -109.217
[78] valid_0's poisson: -109.224
[79] valid_0's poisson: -109.233
[80] valid_0's poisson: -109.239
[81] valid_0's poisson: -109.243
[82] valid_0's poisson: -109.249
[83] valid_0's poisson: -109.258
[84] valid_0's poisson: -109.26
[85] valid_0's poisson: -109.268
[86] valid_0's poisson: -109.271
[87] valid_0's poisson: -109.279
[88] valid_0's poisson: -109.287
[89] valid_0's poisson: -109.291
[90] valid_0's poisson: -109.296
[91] valid_0's poisson: -109.305
[92] valid_0's poisson: -109.31
[93] valid_0's poisson: -109.313
[94] valid_0's poisson: -109.315
[95] valid_0's poisson: -109.315
[96] valid_0's poisson: -109.318
[97] valid_0's poisson: -109.324
[98] valid_0's poisson: -109.324
[99] valid_0's poisson: -109.327
[100] valid_0's poisson: -109.33
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -92.0248
[2] valid_0's poisson: -95.1878
[3] valid_0's poisson: -97.3698
[4] valid_0's poisson: -99.0871
[5] valid_0's poisson: -100.469
[6] valid_0's poisson: -101.579
[7] valid_0's poisson: -102.538
[8] valid_0's poisson: -103.333
[9] valid_0's poisson: -104.018
[10] valid_0's poisson: -104.586
[11] valid_0's poisson: -105.095
[12] valid_0's poisson: -105.521
[13] valid_0's poisson: -105.887
[14] valid_0's poisson: -106.238
[15] valid_0's poisson: -106.55
[16] valid_0's poisson: -106.784
[17] valid_0's poisson: -107.013
[18] valid_0's poisson: -107.197
[19] valid_0's poisson: -107.386
[20] valid_0's poisson: -107.537
[21] valid_0's poisson: -107.657
[22] valid_0's poisson: -107.768
[23] valid_0's poisson: -107.855
[24] valid_0's poisson: -107.942
[25] valid_0's poisson: -108.025
[26] valid_0's poisson: -108.116
[27] valid_0's poisson: -108.202
[28] valid_0's poisson: -108.252
[29] valid_0's poisson: -108.317
[30] valid_0's poisson: -108.364
[31] valid_0's poisson: -108.408
[32] valid_0's poisson: -108.478
[33] valid_0's poisson: -108.512
[34] valid_0's poisson: -108.576
[35] valid_0's poisson: -108.602
[36] valid_0's poisson: -108.631
[37] valid_0's poisson: -108.664
[38] valid_0's poisson: -108.69
[39] valid_0's poisson: -108.71
[40] valid_0's poisson: -108.754
[41] valid_0's poisson: -108.77
[42] valid_0's poisson: -108.793
[43] valid_0's poisson: -108.837
[44] valid_0's poisson: -108.849
[45] valid_0's poisson: -108.883
[46] valid_0's poisson: -108.903
[47] valid_0's poisson: -108.914
[48] valid_0's poisson: -108.93
[49] valid_0's poisson: -108.947
[50] valid_0's poisson: -108.964
[51] valid_0's poisson: -108.978
[52] valid_0's poisson: -109
[53] valid_0's poisson: -109.005
[54] valid_0's poisson: -109.017
[55] valid_0's poisson: -109.03
[56] valid_0's poisson: -109.036
[57] valid_0's poisson: -109.049
[58] valid_0's poisson: -109.067
[59] valid_0's poisson: -109.068
[60] valid_0's poisson: -109.077
[61] valid_0's poisson: -109.084
[62] valid_0's poisson: -109.107
[63] valid_0's poisson: -109.115
[64] valid_0's poisson: -109.121
[65] valid_0's poisson: -109.124
[66] valid_0's poisson: -109.129
[67] valid_0's poisson: -109.133
[68] valid_0's poisson: -109.153
[69] valid_0's poisson: -109.155
[70] valid_0's poisson: -109.176
[71] valid_0's poisson: -109.185
[72] valid_0's poisson: -109.199
[73] valid_0's poisson: -109.202
[74] valid_0's poisson: -109.204
[75] valid_0's poisson: -109.213
[76] valid_0's poisson: -109.228
[77] valid_0's poisson: -109.238
[78] valid_0's poisson: -109.241
[79] valid_0's poisson: -109.249
[80] valid_0's poisson: -109.251
[81] valid_0's poisson: -109.258
[82] valid_0's poisson: -109.257
[83] valid_0's poisson: -109.261
[84] valid_0's poisson: -109.265
[85] valid_0's poisson: -109.275
[86] valid_0's poisson: -109.283
[87] valid_0's poisson: -109.295
[88] valid_0's poisson: -109.301
[89] valid_0's poisson: -109.304
[90] valid_0's poisson: -109.307
[91] valid_0's poisson: -109.307
[92] valid_0's poisson: -109.308
[93] valid_0's poisson: -109.311
[94] valid_0's poisson: -109.311
[95] valid_0's poisson: -109.312
[96] valid_0's poisson: -109.317
[97] valid_0's poisson: -109.323
[98] valid_0's poisson: -109.328
[99] valid_0's poisson: -109.331
[100] valid_0's poisson: -109.341
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -92.0462
[2] valid_0's poisson: -95.2272
[3] valid_0's poisson: -97.4154
[4] valid_0's poisson: -99.1494
[5] valid_0's poisson: -100.521
[6] valid_0's poisson: -101.647
[7] valid_0's poisson: -102.589
[8] valid_0's poisson: -103.37
[9] valid_0's poisson: -104.085
[10] valid_0's poisson: -104.648
[11] valid_0's poisson: -105.111
[12] valid_0's poisson: -105.574
[13] valid_0's poisson: -105.955
[14] valid_0's poisson: -106.269
[15] valid_0's poisson: -106.543
[16] valid_0's poisson: -106.806
[17] valid_0's poisson: -107.044
[18] valid_0's poisson: -107.225
[19] valid_0's poisson: -107.405
[20] valid_0's poisson: -107.552
[21] valid_0's poisson: -107.671
[22] valid_0's poisson: -107.777
[23] valid_0's poisson: -107.867
[24] valid_0's poisson: -107.971
[25] valid_0's poisson: -108.053
[26] valid_0's poisson: -108.13
[27] valid_0's poisson: -108.186
[28] valid_0's poisson: -108.237
[29] valid_0's poisson: -108.297
[30] valid_0's poisson: -108.356
[31] valid_0's poisson: -108.405
[32] valid_0's poisson: -108.435
[33] valid_0's poisson: -108.475
[34] valid_0's poisson: -108.519
[35] valid_0's poisson: -108.549
[36] valid_0's poisson: -108.58
[37] valid_0's poisson: -108.598
[38] valid_0's poisson: -108.622
[39] valid_0's poisson: -108.655
[40] valid_0's poisson: -108.705
[41] valid_0's poisson: -108.718
[42] valid_0's poisson: -108.743
[43] valid_0's poisson: -108.761
[44] valid_0's poisson: -108.794
[45] valid_0's poisson: -108.811
[46] valid_0's poisson: -108.834
[47] valid_0's poisson: -108.852
[48] valid_0's poisson: -108.867
[49] valid_0's poisson: -108.875
[50] valid_0's poisson: -108.897
[51] valid_0's poisson: -108.91
[52] valid_0's poisson: -108.927
[53] valid_0's poisson: -108.936
[54] valid_0's poisson: -108.962
[55] valid_0's poisson: -108.986
[56] valid_0's poisson: -109.003
[57] valid_0's poisson: -109.007
[58] valid_0's poisson: -109.032
[59] valid_0's poisson: -109.047
[60] valid_0's poisson: -109.065
[61] valid_0's poisson: -109.072
[62] valid_0's poisson: -109.08
[63] valid_0's poisson: -109.099
[64] valid_0's poisson: -109.113
[65] valid_0's poisson: -109.12
[66] valid_0's poisson: -109.122
[67] valid_0's poisson: -109.139
[68] valid_0's poisson: -109.151
[69] valid_0's poisson: -109.158
[70] valid_0's poisson: -109.166
[71] valid_0's poisson: -109.173
[72] valid_0's poisson: -109.177
[73] valid_0's poisson: -109.191
[74] valid_0's poisson: -109.202
[75] valid_0's poisson: -109.205
[76] valid_0's poisson: -109.213
[77] valid_0's poisson: -109.215
[78] valid_0's poisson: -109.216
[79] valid_0's poisson: -109.223
[80] valid_0's poisson: -109.226
[81] valid_0's poisson: -109.232
[82] valid_0's poisson: -109.244
[83] valid_0's poisson: -109.249
[84] valid_0's poisson: -109.251
[85] valid_0's poisson: -109.256
[86] valid_0's poisson: -109.259
[87] valid_0's poisson: -109.264
[88] valid_0's poisson: -109.269
[89] valid_0's poisson: -109.278
[90] valid_0's poisson: -109.281
[91] valid_0's poisson: -109.282
[92] valid_0's poisson: -109.289
[93] valid_0's poisson: -109.292
[94] valid_0's poisson: -109.297
[95] valid_0's poisson: -109.303
[96] valid_0's poisson: -109.311
[97] valid_0's poisson: -109.317
[98] valid_0's poisson: -109.331
[99] valid_0's poisson: -109.338
[100] valid_0's poisson: -109.344
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -91.9722
[2] valid_0's poisson: -95.1335
[3] valid_0's poisson: -97.324
[4] valid_0's poisson: -99.03
[5] valid_0's poisson: -100.383
[6] valid_0's poisson: -101.496
[7] valid_0's poisson: -102.46
[8] valid_0's poisson: -103.257
[9] valid_0's poisson: -103.96
[10] valid_0's poisson: -104.564
[11] valid_0's poisson: -105.052
[12] valid_0's poisson: -105.481
[13] valid_0's poisson: -105.901
[14] valid_0's poisson: -106.243
[15] valid_0's poisson: -106.5
[16] valid_0's poisson: -106.764
[17] valid_0's poisson: -106.962
[18] valid_0's poisson: -107.151
[19] valid_0's poisson: -107.311
[20] valid_0's poisson: -107.465
[21] valid_0's poisson: -107.593
[22] valid_0's poisson: -107.713
[23] valid_0's poisson: -107.819
[24] valid_0's poisson: -107.918
[25] valid_0's poisson: -107.993
[26] valid_0's poisson: -108.081
[27] valid_0's poisson: -108.146
[28] valid_0's poisson: -108.203
[29] valid_0's poisson: -108.274
[30] valid_0's poisson: -108.315
[31] valid_0's poisson: -108.354
[32] valid_0's poisson: -108.401
[33] valid_0's poisson: -108.441
[34] valid_0's poisson: -108.466
[35] valid_0's poisson: -108.494
[36] valid_0's poisson: -108.554
[37] valid_0's poisson: -108.579
[38] valid_0's poisson: -108.615
[39] valid_0's poisson: -108.65
[40] valid_0's poisson: -108.663
[41] valid_0's poisson: -108.688
[42] valid_0's poisson: -108.702
[43] valid_0's poisson: -108.738
[44] valid_0's poisson: -108.752
[45] valid_0's poisson: -108.765
[46] valid_0's poisson: -108.8
[47] valid_0's poisson: -108.826
[48] valid_0's poisson: -108.846
[49] valid_0's poisson: -108.873
[50] valid_0's poisson: -108.902
[51] valid_0's poisson: -108.921
[52] valid_0's poisson: -108.946
[53] valid_0's poisson: -108.964
[54] valid_0's poisson: -108.972
[55] valid_0's poisson: -108.994
[56] valid_0's poisson: -109.011
[57] valid_0's poisson: -109.024
[58] valid_0's poisson: -109.036
[59] valid_0's poisson: -109.042
[60] valid_0's poisson: -109.053
[61] valid_0's poisson: -109.054
[62] valid_0's poisson: -109.059
[63] valid_0's poisson: -109.061
[64] valid_0's poisson: -109.073
[65] valid_0's poisson: -109.089
[66] valid_0's poisson: -109.103
[67] valid_0's poisson: -109.12
[68] valid_0's poisson: -109.124
[69] valid_0's poisson: -109.134
[70] valid_0's poisson: -109.135
[71] valid_0's poisson: -109.15
[72] valid_0's poisson: -109.163
[73] valid_0's poisson: -109.172
[74] valid_0's poisson: -109.173
[75] valid_0's poisson: -109.185
[76] valid_0's poisson: -109.189
[77] valid_0's poisson: -109.191
[78] valid_0's poisson: -109.203
[79] valid_0's poisson: -109.207
[80] valid_0's poisson: -109.211
[81] valid_0's poisson: -109.223
[82] valid_0's poisson: -109.224
[83] valid_0's poisson: -109.229
[84] valid_0's poisson: -109.24
[85] valid_0's poisson: -109.25
[86] valid_0's poisson: -109.252
[87] valid_0's poisson: -109.256
[88] valid_0's poisson: -109.265
[89] valid_0's poisson: -109.267
[90] valid_0's poisson: -109.269
[91] valid_0's poisson: -109.277
[92] valid_0's poisson: -109.278
[93] valid_0's poisson: -109.281
[94] valid_0's poisson: -109.288
[95] valid_0's poisson: -109.294
[96] valid_0's poisson: -109.3
[97] valid_0's poisson: -109.306
[98] valid_0's poisson: -109.307
[99] valid_0's poisson: -109.308
[100] valid_0's poisson: -109.31
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=10, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.5671
[2] valid_0's poisson: -100.007
[3] valid_0's poisson: -102.28
[4] valid_0's poisson: -103.845
[5] valid_0's poisson: -104.792
[6] valid_0's poisson: -105.583
[7] valid_0's poisson: -106.095
[8] valid_0's poisson: -106.517
[9] valid_0's poisson: -106.802
[10] valid_0's poisson: -107.076
[11] valid_0's poisson: -107.348
[12] valid_0's poisson: -107.503
[13] valid_0's poisson: -107.62
[14] valid_0's poisson: -107.718
[15] valid_0's poisson: -107.777
[16] valid_0's poisson: -107.865
[17] valid_0's poisson: -107.895
[18] valid_0's poisson: -107.999
[19] valid_0's poisson: -108.056
[20] valid_0's poisson: -108.084
[21] valid_0's poisson: -108.153
[22] valid_0's poisson: -108.204
[23] valid_0's poisson: -108.236
[24] valid_0's poisson: -108.252
[25] valid_0's poisson: -108.285
[26] valid_0's poisson: -108.326
[27] valid_0's poisson: -108.357
[28] valid_0's poisson: -108.409
[29] valid_0's poisson: -108.44
[30] valid_0's poisson: -108.491
[31] valid_0's poisson: -108.545
[32] valid_0's poisson: -108.548
[33] valid_0's poisson: -108.584
[34] valid_0's poisson: -108.61
[35] valid_0's poisson: -108.626
[36] valid_0's poisson: -108.654
[37] valid_0's poisson: -108.683
[38] valid_0's poisson: -108.719
[39] valid_0's poisson: -108.728
[40] valid_0's poisson: -108.737
[41] valid_0's poisson: -108.741
[42] valid_0's poisson: -108.758
[43] valid_0's poisson: -108.763
[44] valid_0's poisson: -108.774
[45] valid_0's poisson: -108.779
[46] valid_0's poisson: -108.785
[47] valid_0's poisson: -108.819
[48] valid_0's poisson: -108.821
[49] valid_0's poisson: -108.835
[50] valid_0's poisson: -108.846
[51] valid_0's poisson: -108.866
[52] valid_0's poisson: -108.866
[53] valid_0's poisson: -108.879
[54] valid_0's poisson: -108.884
[55] valid_0's poisson: -108.894
[56] valid_0's poisson: -108.907
[57] valid_0's poisson: -108.927
[58] valid_0's poisson: -108.954
[59] valid_0's poisson: -108.961
[60] valid_0's poisson: -108.959
[61] valid_0's poisson: -108.987
[62] valid_0's poisson: -109.003
[63] valid_0's poisson: -109.006
[64] valid_0's poisson: -109.006
[65] valid_0's poisson: -109.008
[66] valid_0's poisson: -109.009
[67] valid_0's poisson: -109.029
[68] valid_0's poisson: -109.036
[69] valid_0's poisson: -109.054
[70] valid_0's poisson: -109.06
[71] valid_0's poisson: -109.064
[72] valid_0's poisson: -109.063
[73] valid_0's poisson: -109.075
[74] valid_0's poisson: -109.082
[75] valid_0's poisson: -109.089
[76] valid_0's poisson: -109.095
[77] valid_0's poisson: -109.097
[78] valid_0's poisson: -109.107
[79] valid_0's poisson: -109.108
[80] valid_0's poisson: -109.114
[81] valid_0's poisson: -109.117
[82] valid_0's poisson: -109.118
[83] valid_0's poisson: -109.123
[84] valid_0's poisson: -109.139
[85] valid_0's poisson: -109.144
[86] valid_0's poisson: -109.145
[87] valid_0's poisson: -109.145
[88] valid_0's poisson: -109.151
[89] valid_0's poisson: -109.16
[90] valid_0's poisson: -109.163
[91] valid_0's poisson: -109.171
[92] valid_0's poisson: -109.175
[93] valid_0's poisson: -109.175
[94] valid_0's poisson: -109.175
[95] valid_0's poisson: -109.186
[96] valid_0's poisson: -109.191
[97] valid_0's poisson: -109.191
[98] valid_0's poisson: -109.191
[99] valid_0's poisson: -109.198
[100] valid_0's poisson: -109.203
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.4078
[2] valid_0's poisson: -99.5134
[3] valid_0's poisson: -102.134
[4] valid_0's poisson: -103.325
[5] valid_0's poisson: -104.104
[6] valid_0's poisson: -104.719
[7] valid_0's poisson: -105.768
[8] valid_0's poisson: -106.137
[9] valid_0's poisson: -106.462
[10] valid_0's poisson: -106.747
[11] valid_0's poisson: -106.908
[12] valid_0's poisson: -107.068
[13] valid_0's poisson: -107.21
[14] valid_0's poisson: -107.338
[15] valid_0's poisson: -107.576
[16] valid_0's poisson: -107.656
[17] valid_0's poisson: -107.721
[18] valid_0's poisson: -107.792
[19] valid_0's poisson: -107.839
[20] valid_0's poisson: -107.906
[21] valid_0's poisson: -107.944
[22] valid_0's poisson: -108.024
[23] valid_0's poisson: -108.099
[24] valid_0's poisson: -108.137
[25] valid_0's poisson: -108.161
[26] valid_0's poisson: -108.168
[27] valid_0's poisson: -108.238
[28] valid_0's poisson: -108.275
[29] valid_0's poisson: -108.329
[30] valid_0's poisson: -108.334
[31] valid_0's poisson: -108.369
[32] valid_0's poisson: -108.386
[33] valid_0's poisson: -108.394
[34] valid_0's poisson: -108.423
[35] valid_0's poisson: -108.456
[36] valid_0's poisson: -108.481
[37] valid_0's poisson: -108.489
[38] valid_0's poisson: -108.5
[39] valid_0's poisson: -108.508
[40] valid_0's poisson: -108.531
[41] valid_0's poisson: -108.555
[42] valid_0's poisson: -108.553
[43] valid_0's poisson: -108.563
[44] valid_0's poisson: -108.579
[45] valid_0's poisson: -108.592
[46] valid_0's poisson: -108.598
[47] valid_0's poisson: -108.617
[48] valid_0's poisson: -108.63
[49] valid_0's poisson: -108.65
[50] valid_0's poisson: -108.673
[51] valid_0's poisson: -108.681
[52] valid_0's poisson: -108.679
[53] valid_0's poisson: -108.682
[54] valid_0's poisson: -108.705
[55] valid_0's poisson: -108.705
[56] valid_0's poisson: -108.708
[57] valid_0's poisson: -108.709
[58] valid_0's poisson: -108.724
[59] valid_0's poisson: -108.739
[60] valid_0's poisson: -108.751
[61] valid_0's poisson: -108.762
[62] valid_0's poisson: -108.789
[63] valid_0's poisson: -108.793
[64] valid_0's poisson: -108.797
[65] valid_0's poisson: -108.814
[66] valid_0's poisson: -108.818
[67] valid_0's poisson: -108.826
[68] valid_0's poisson: -108.836
[69] valid_0's poisson: -108.845
[70] valid_0's poisson: -108.894
[71] valid_0's poisson: -108.898
[72] valid_0's poisson: -108.904
[73] valid_0's poisson: -108.907
[74] valid_0's poisson: -108.915
[75] valid_0's poisson: -108.923
[76] valid_0's poisson: -108.928
[77] valid_0's poisson: -108.946
[78] valid_0's poisson: -109.025
[79] valid_0's poisson: -109.031
[80] valid_0's poisson: -109.034
[81] valid_0's poisson: -109.037
[82] valid_0's poisson: -109.045
[83] valid_0's poisson: -109.046
[84] valid_0's poisson: -109.045
[85] valid_0's poisson: -109.047
[86] valid_0's poisson: -109.05
[87] valid_0's poisson: -109.058
[88] valid_0's poisson: -109.057
[89] valid_0's poisson: -109.059
[90] valid_0's poisson: -109.058
[91] valid_0's poisson: -109.065
[92] valid_0's poisson: -109.069
[93] valid_0's poisson: -109.077
[94] valid_0's poisson: -109.076
[95] valid_0's poisson: -109.077
[96] valid_0's poisson: -109.095
[97] valid_0's poisson: -109.099
[98] valid_0's poisson: -109.118
[99] valid_0's poisson: -109.132
[100] valid_0's poisson: -109.136
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.6678
[2] valid_0's poisson: -100.121
[3] valid_0's poisson: -102.337
[4] valid_0's poisson: -103.92
[5] valid_0's poisson: -104.849
[6] valid_0's poisson: -105.629
[7] valid_0's poisson: -106.159
[8] valid_0's poisson: -106.58
[9] valid_0's poisson: -106.822
[10] valid_0's poisson: -107.024
[11] valid_0's poisson: -107.195
[12] valid_0's poisson: -107.312
[13] valid_0's poisson: -107.562
[14] valid_0's poisson: -107.627
[15] valid_0's poisson: -107.687
[16] valid_0's poisson: -107.756
[17] valid_0's poisson: -107.827
[18] valid_0's poisson: -107.92
[19] valid_0's poisson: -107.967
[20] valid_0's poisson: -108.014
[21] valid_0's poisson: -108.054
[22] valid_0's poisson: -108.101
[23] valid_0's poisson: -108.137
[24] valid_0's poisson: -108.185
[25] valid_0's poisson: -108.227
[26] valid_0's poisson: -108.25
[27] valid_0's poisson: -108.27
[28] valid_0's poisson: -108.303
[29] valid_0's poisson: -108.341
[30] valid_0's poisson: -108.379
[31] valid_0's poisson: -108.45
[32] valid_0's poisson: -108.482
[33] valid_0's poisson: -108.519
[34] valid_0's poisson: -108.527
[35] valid_0's poisson: -108.545
[36] valid_0's poisson: -108.546
[37] valid_0's poisson: -108.568
[38] valid_0's poisson: -108.589
[39] valid_0's poisson: -108.598
[40] valid_0's poisson: -108.611
[41] valid_0's poisson: -108.619
[42] valid_0's poisson: -108.678
[43] valid_0's poisson: -108.688
[44] valid_0's poisson: -108.707
[45] valid_0's poisson: -108.722
[46] valid_0's poisson: -108.745
[47] valid_0's poisson: -108.756
[48] valid_0's poisson: -108.771
[49] valid_0's poisson: -108.803
[50] valid_0's poisson: -108.841
[51] valid_0's poisson: -108.848
[52] valid_0's poisson: -108.867
[53] valid_0's poisson: -108.877
[54] valid_0's poisson: -108.884
[55] valid_0's poisson: -108.89
[56] valid_0's poisson: -108.908
[57] valid_0's poisson: -108.92
[58] valid_0's poisson: -108.938
[59] valid_0's poisson: -108.94
[60] valid_0's poisson: -108.958
[61] valid_0's poisson: -108.965
[62] valid_0's poisson: -108.974
[63] valid_0's poisson: -108.98
[64] valid_0's poisson: -108.988
[65] valid_0's poisson: -108.996
[66] valid_0's poisson: -108.998
[67] valid_0's poisson: -109.002
[68] valid_0's poisson: -109.014
[69] valid_0's poisson: -109.022
[70] valid_0's poisson: -109.038
[71] valid_0's poisson: -109.036
[72] valid_0's poisson: -109.035
[73] valid_0's poisson: -109.044
[74] valid_0's poisson: -109.061
[75] valid_0's poisson: -109.069
[76] valid_0's poisson: -109.072
[77] valid_0's poisson: -109.076
[78] valid_0's poisson: -109.092
[79] valid_0's poisson: -109.093
[80] valid_0's poisson: -109.097
[81] valid_0's poisson: -109.095
[82] valid_0's poisson: -109.097
[83] valid_0's poisson: -109.102
[84] valid_0's poisson: -109.107
[85] valid_0's poisson: -109.11
[86] valid_0's poisson: -109.122
[87] valid_0's poisson: -109.124
[88] valid_0's poisson: -109.124
[89] valid_0's poisson: -109.141
[90] valid_0's poisson: -109.146
[91] valid_0's poisson: -109.169
[92] valid_0's poisson: -109.179
[93] valid_0's poisson: -109.174
[94] valid_0's poisson: -109.175
[95] valid_0's poisson: -109.192
[96] valid_0's poisson: -109.194
[97] valid_0's poisson: -109.197
[98] valid_0's poisson: -109.203
[99] valid_0's poisson: -109.204
[100] valid_0's poisson: -109.205
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.6859
[2] valid_0's poisson: -100.137
[3] valid_0's poisson: -102.357
[4] valid_0's poisson: -103.914
[5] valid_0's poisson: -104.969
[6] valid_0's poisson: -105.9
[7] valid_0's poisson: -106.374
[8] valid_0's poisson: -106.748
[9] valid_0's poisson: -107.033
[10] valid_0's poisson: -107.225
[11] valid_0's poisson: -107.379
[12] valid_0's poisson: -107.482
[13] valid_0's poisson: -107.603
[14] valid_0's poisson: -107.753
[15] valid_0's poisson: -107.876
[16] valid_0's poisson: -107.975
[17] valid_0's poisson: -108.063
[18] valid_0's poisson: -108.108
[19] valid_0's poisson: -108.19
[20] valid_0's poisson: -108.214
[21] valid_0's poisson: -108.239
[22] valid_0's poisson: -108.272
[23] valid_0's poisson: -108.296
[24] valid_0's poisson: -108.336
[25] valid_0's poisson: -108.351
[26] valid_0's poisson: -108.374
[27] valid_0's poisson: -108.408
[28] valid_0's poisson: -108.426
[29] valid_0's poisson: -108.457
[30] valid_0's poisson: -108.487
[31] valid_0's poisson: -108.496
[32] valid_0's poisson: -108.54
[33] valid_0's poisson: -108.545
[34] valid_0's poisson: -108.553
[35] valid_0's poisson: -108.574
[36] valid_0's poisson: -108.648
[37] valid_0's poisson: -108.676
[38] valid_0's poisson: -108.7
[39] valid_0's poisson: -108.709
[40] valid_0's poisson: -108.71
[41] valid_0's poisson: -108.743
[42] valid_0's poisson: -108.757
[43] valid_0's poisson: -108.794
[44] valid_0's poisson: -108.824
[45] valid_0's poisson: -108.846
[46] valid_0's poisson: -108.85
[47] valid_0's poisson: -108.861
[48] valid_0's poisson: -108.88
[49] valid_0's poisson: -108.896
[50] valid_0's poisson: -108.902
[51] valid_0's poisson: -108.906
[52] valid_0's poisson: -108.912
[53] valid_0's poisson: -108.915
[54] valid_0's poisson: -108.919
[55] valid_0's poisson: -108.929
[56] valid_0's poisson: -108.955
[57] valid_0's poisson: -108.96
[58] valid_0's poisson: -108.964
[59] valid_0's poisson: -108.971
[60] valid_0's poisson: -108.983
[61] valid_0's poisson: -108.993
[62] valid_0's poisson: -109.003
[63] valid_0's poisson: -109.011
[64] valid_0's poisson: -109.02
[65] valid_0's poisson: -109.023
[66] valid_0's poisson: -109.033
[67] valid_0's poisson: -109.038
[68] valid_0's poisson: -109.048
[69] valid_0's poisson: -109.049
[70] valid_0's poisson: -109.053
[71] valid_0's poisson: -109.055
[72] valid_0's poisson: -109.055
[73] valid_0's poisson: -109.079
[74] valid_0's poisson: -109.088
[75] valid_0's poisson: -109.086
[76] valid_0's poisson: -109.086
[77] valid_0's poisson: -109.115
[78] valid_0's poisson: -109.118
[79] valid_0's poisson: -109.126
[80] valid_0's poisson: -109.13
[81] valid_0's poisson: -109.136
[82] valid_0's poisson: -109.137
[83] valid_0's poisson: -109.139
[84] valid_0's poisson: -109.142
[85] valid_0's poisson: -109.143
[86] valid_0's poisson: -109.145
[87] valid_0's poisson: -109.157
[88] valid_0's poisson: -109.158
[89] valid_0's poisson: -109.173
[90] valid_0's poisson: -109.172
[91] valid_0's poisson: -109.191
[92] valid_0's poisson: -109.192
[93] valid_0's poisson: -109.193
[94] valid_0's poisson: -109.197
[95] valid_0's poisson: -109.198
[96] valid_0's poisson: -109.198
[97] valid_0's poisson: -109.199
[98] valid_0's poisson: -109.204
[99] valid_0's poisson: -109.209
[100] valid_0's poisson: -109.214
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.6565
[2] valid_0's poisson: -100.116
[3] valid_0's poisson: -102.319
[4] valid_0's poisson: -103.896
[5] valid_0's poisson: -104.944
[6] valid_0's poisson: -105.88
[7] valid_0's poisson: -106.358
[8] valid_0's poisson: -106.734
[9] valid_0's poisson: -107.016
[10] valid_0's poisson: -107.222
[11] valid_0's poisson: -107.438
[12] valid_0's poisson: -107.567
[13] valid_0's poisson: -107.679
[14] valid_0's poisson: -107.82
[15] valid_0's poisson: -107.897
[16] valid_0's poisson: -107.923
[17] valid_0's poisson: -107.972
[18] valid_0's poisson: -108.005
[19] valid_0's poisson: -108.009
[20] valid_0's poisson: -108.096
[21] valid_0's poisson: -108.183
[22] valid_0's poisson: -108.255
[23] valid_0's poisson: -108.302
[24] valid_0's poisson: -108.345
[25] valid_0's poisson: -108.367
[26] valid_0's poisson: -108.385
[27] valid_0's poisson: -108.413
[28] valid_0's poisson: -108.443
[29] valid_0's poisson: -108.481
[30] valid_0's poisson: -108.505
[31] valid_0's poisson: -108.537
[32] valid_0's poisson: -108.561
[33] valid_0's poisson: -108.572
[34] valid_0's poisson: -108.591
[35] valid_0's poisson: -108.602
[36] valid_0's poisson: -108.615
[37] valid_0's poisson: -108.669
[38] valid_0's poisson: -108.675
[39] valid_0's poisson: -108.681
[40] valid_0's poisson: -108.71
[41] valid_0's poisson: -108.73
[42] valid_0's poisson: -108.738
[43] valid_0's poisson: -108.74
[44] valid_0's poisson: -108.747
[45] valid_0's poisson: -108.776
[46] valid_0's poisson: -108.801
[47] valid_0's poisson: -108.806
[48] valid_0's poisson: -108.822
[49] valid_0's poisson: -108.827
[50] valid_0's poisson: -108.851
[51] valid_0's poisson: -108.884
[52] valid_0's poisson: -108.893
[53] valid_0's poisson: -108.908
[54] valid_0's poisson: -108.915
[55] valid_0's poisson: -108.921
[56] valid_0's poisson: -108.924
[57] valid_0's poisson: -108.921
[58] valid_0's poisson: -108.925
[59] valid_0's poisson: -108.955
[60] valid_0's poisson: -108.986
[61] valid_0's poisson: -108.993
[62] valid_0's poisson: -109
[63] valid_0's poisson: -109.01
[64] valid_0's poisson: -109.012
[65] valid_0's poisson: -109.016
[66] valid_0's poisson: -109.033
[67] valid_0's poisson: -109.039
[68] valid_0's poisson: -109.04
[69] valid_0's poisson: -109.049
[70] valid_0's poisson: -109.049
[71] valid_0's poisson: -109.051
[72] valid_0's poisson: -109.056
[73] valid_0's poisson: -109.061
[74] valid_0's poisson: -109.066
[75] valid_0's poisson: -109.081
[76] valid_0's poisson: -109.077
[77] valid_0's poisson: -109.077
[78] valid_0's poisson: -109.083
[79] valid_0's poisson: -109.085
[80] valid_0's poisson: -109.081
[81] valid_0's poisson: -109.091
[82] valid_0's poisson: -109.096
[83] valid_0's poisson: -109.105
[84] valid_0's poisson: -109.109
[85] valid_0's poisson: -109.11
[86] valid_0's poisson: -109.113
[87] valid_0's poisson: -109.117
[88] valid_0's poisson: -109.116
[89] valid_0's poisson: -109.115
[90] valid_0's poisson: -109.123
[91] valid_0's poisson: -109.124
[92] valid_0's poisson: -109.124
[93] valid_0's poisson: -109.127
[94] valid_0's poisson: -109.123
[95] valid_0's poisson: -109.127
[96] valid_0's poisson: -109.13
[97] valid_0's poisson: -109.127
[98] valid_0's poisson: -109.132
[99] valid_0's poisson: -109.132
[100] valid_0's poisson: -109.135
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=1, learning_rate=1.0, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.047
[2] valid_0's poisson: -103.481
[3] valid_0's poisson: -105.221
[4] valid_0's poisson: -106.189
[5] valid_0's poisson: -106.802
[6] valid_0's poisson: -107.115
[7] valid_0's poisson: -107.426
[8] valid_0's poisson: -107.867
[9] valid_0's poisson: -107.994
[10] valid_0's poisson: -108.136
[11] valid_0's poisson: -108.214
[12] valid_0's poisson: -108.286
[13] valid_0's poisson: -108.364
[14] valid_0's poisson: -108.522
[15] valid_0's poisson: -108.655
[16] valid_0's poisson: -108.825
[17] valid_0's poisson: -108.853
[18] valid_0's poisson: -108.884
[19] valid_0's poisson: -108.906
[20] valid_0's poisson: -108.93
[21] valid_0's poisson: -108.948
[22] valid_0's poisson: -108.963
[23] valid_0's poisson: -109.023
[24] valid_0's poisson: -109.089
[25] valid_0's poisson: -109.094
[26] valid_0's poisson: -109.1
[27] valid_0's poisson: -109.126
[28] valid_0's poisson: -109.152
[29] valid_0's poisson: -109.196
[30] valid_0's poisson: -109.211
[31] valid_0's poisson: -109.22
[32] valid_0's poisson: -109.238
[33] valid_0's poisson: -109.281
[34] valid_0's poisson: -109.287
[35] valid_0's poisson: -109.3
[36] valid_0's poisson: -109.305
[37] valid_0's poisson: -109.303
[38] valid_0's poisson: -109.304
[39] valid_0's poisson: -109.343
[40] valid_0's poisson: -109.341
[41] valid_0's poisson: -109.352
[42] valid_0's poisson: -109.357
[43] valid_0's poisson: -109.352
[44] valid_0's poisson: -109.349
[45] valid_0's poisson: -109.354
[46] valid_0's poisson: -109.364
[47] valid_0's poisson: -109.371
[48] valid_0's poisson: -109.378
[49] valid_0's poisson: -109.402
[50] valid_0's poisson: -109.409
[51] valid_0's poisson: -109.407
[52] valid_0's poisson: -109.419
[53] valid_0's poisson: -109.428
[54] valid_0's poisson: -109.451
[55] valid_0's poisson: -109.451
[56] valid_0's poisson: -109.457
[57] valid_0's poisson: -109.468
[58] valid_0's poisson: -109.47
[59] valid_0's poisson: -109.473
[60] valid_0's poisson: -109.472
[61] valid_0's poisson: -109.485
[62] valid_0's poisson: -109.49
[63] valid_0's poisson: -109.49
[64] valid_0's poisson: -109.485
[65] valid_0's poisson: -109.504
[66] valid_0's poisson: -109.505
[67] valid_0's poisson: -109.52
[68] valid_0's poisson: -109.523
[69] valid_0's poisson: -109.519
[70] valid_0's poisson: -109.516
[71] valid_0's poisson: -109.526
[72] valid_0's poisson: -109.529
[73] valid_0's poisson: -109.526
[74] valid_0's poisson: -109.536
[75] valid_0's poisson: -109.539
[76] valid_0's poisson: -109.538
[77] valid_0's poisson: -109.539
[78] valid_0's poisson: -109.539
[79] valid_0's poisson: -109.529
[80] valid_0's poisson: -109.53
[81] valid_0's poisson: -109.539
[82] valid_0's poisson: -109.541
[83] valid_0's poisson: -109.546
[84] valid_0's poisson: -109.554
[85] valid_0's poisson: -109.557
[86] valid_0's poisson: -109.557
[87] valid_0's poisson: -109.559
[88] valid_0's poisson: -109.561
[89] valid_0's poisson: -109.56
[90] valid_0's poisson: -109.556
[91] valid_0's poisson: -109.558
[92] valid_0's poisson: -109.558
[93] valid_0's poisson: -109.559
[94] valid_0's poisson: -109.557
[95] valid_0's poisson: -109.561
[96] valid_0's poisson: -109.56
[97] valid_0's poisson: -109.563
[98] valid_0's poisson: -109.56
[99] valid_0's poisson: -109.559
[100] valid_0's poisson: -109.562
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -99.8462
[2] valid_0's poisson: -102.694
[3] valid_0's poisson: -104.772
[4] valid_0's poisson: -105.871
[5] valid_0's poisson: -106.598
[6] valid_0's poisson: -107.06
[7] valid_0's poisson: -107.507
[8] valid_0's poisson: -107.722
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.009
[11] valid_0's poisson: -108.178
[12] valid_0's poisson: -108.288
[13] valid_0's poisson: -108.386
[14] valid_0's poisson: -108.442
[15] valid_0's poisson: -108.518
[16] valid_0's poisson: -108.531
[17] valid_0's poisson: -108.615
[18] valid_0's poisson: -108.723
[19] valid_0's poisson: -108.804
[20] valid_0's poisson: -108.812
[21] valid_0's poisson: -108.833
[22] valid_0's poisson: -108.914
[23] valid_0's poisson: -108.933
[24] valid_0's poisson: -108.975
[25] valid_0's poisson: -108.982
[26] valid_0's poisson: -108.994
[27] valid_0's poisson: -109
[28] valid_0's poisson: -109.085
[29] valid_0's poisson: -109.121
[30] valid_0's poisson: -109.143
[31] valid_0's poisson: -109.152
[32] valid_0's poisson: -109.161
[33] valid_0's poisson: -109.172
[34] valid_0's poisson: -109.189
[35] valid_0's poisson: -109.198
[36] valid_0's poisson: -109.238
[37] valid_0's poisson: -109.247
[38] valid_0's poisson: -109.26
[39] valid_0's poisson: -109.275
[40] valid_0's poisson: -109.28
[41] valid_0's poisson: -109.288
[42] valid_0's poisson: -109.288
[43] valid_0's poisson: -109.292
[44] valid_0's poisson: -109.315
[45] valid_0's poisson: -109.321
[46] valid_0's poisson: -109.33
[47] valid_0's poisson: -109.338
[48] valid_0's poisson: -109.343
[49] valid_0's poisson: -109.364
[50] valid_0's poisson: -109.372
[51] valid_0's poisson: -109.372
[52] valid_0's poisson: -109.375
[53] valid_0's poisson: -109.378
[54] valid_0's poisson: -109.393
[55] valid_0's poisson: -109.398
[56] valid_0's poisson: -109.415
[57] valid_0's poisson: -109.417
[58] valid_0's poisson: -109.428
[59] valid_0's poisson: -109.427
[60] valid_0's poisson: -109.426
[61] valid_0's poisson: -109.428
[62] valid_0's poisson: -109.426
[63] valid_0's poisson: -109.432
[64] valid_0's poisson: -109.429
[65] valid_0's poisson: -109.438
[66] valid_0's poisson: -109.442
[67] valid_0's poisson: -109.448
[68] valid_0's poisson: -109.445
[69] valid_0's poisson: -109.443
[70] valid_0's poisson: -109.457
[71] valid_0's poisson: -109.46
[72] valid_0's poisson: -109.463
[73] valid_0's poisson: -109.465
[74] valid_0's poisson: -109.464
[75] valid_0's poisson: -109.466
[76] valid_0's poisson: -109.47
[77] valid_0's poisson: -109.466
[78] valid_0's poisson: -109.465
[79] valid_0's poisson: -109.484
[80] valid_0's poisson: -109.502
[81] valid_0's poisson: -109.501
[82] valid_0's poisson: -109.505
[83] valid_0's poisson: -109.51
[84] valid_0's poisson: -109.512
[85] valid_0's poisson: -109.513
[86] valid_0's poisson: -109.516
[87] valid_0's poisson: -109.518
[88] valid_0's poisson: -109.521
[89] valid_0's poisson: -109.517
[90] valid_0's poisson: -109.516
[91] valid_0's poisson: -109.527
[92] valid_0's poisson: -109.531
[93] valid_0's poisson: -109.531
[94] valid_0's poisson: -109.539
[95] valid_0's poisson: -109.539
[96] valid_0's poisson: -109.545
[97] valid_0's poisson: -109.555
[98] valid_0's poisson: -109.555
[99] valid_0's poisson: -109.558
[100] valid_0's poisson: -109.556
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -99.989
[2] valid_0's poisson: -103.127
[3] valid_0's poisson: -104.849
[4] valid_0's poisson: -105.815
[5] valid_0's poisson: -106.458
[6] valid_0's poisson: -106.921
[7] valid_0's poisson: -107.183
[8] valid_0's poisson: -107.334
[9] valid_0's poisson: -107.437
[10] valid_0's poisson: -107.636
[11] valid_0's poisson: -108.245
[12] valid_0's poisson: -108.474
[13] valid_0's poisson: -108.558
[14] valid_0's poisson: -108.596
[15] valid_0's poisson: -108.662
[16] valid_0's poisson: -108.718
[17] valid_0's poisson: -108.757
[18] valid_0's poisson: -108.845
[19] valid_0's poisson: -108.92
[20] valid_0's poisson: -108.934
[21] valid_0's poisson: -108.955
[22] valid_0's poisson: -109.004
[23] valid_0's poisson: -109.058
[24] valid_0's poisson: -109.088
[25] valid_0's poisson: -109.09
[26] valid_0's poisson: -109.112
[27] valid_0's poisson: -109.123
[28] valid_0's poisson: -109.158
[29] valid_0's poisson: -109.158
[30] valid_0's poisson: -109.213
[31] valid_0's poisson: -109.217
[32] valid_0's poisson: -109.226
[33] valid_0's poisson: -109.253
[34] valid_0's poisson: -109.268
[35] valid_0's poisson: -109.282
[36] valid_0's poisson: -109.296
[37] valid_0's poisson: -109.299
[38] valid_0's poisson: -109.297
[39] valid_0's poisson: -109.298
[40] valid_0's poisson: -109.298
[41] valid_0's poisson: -109.312
[42] valid_0's poisson: -109.319
[43] valid_0's poisson: -109.316
[44] valid_0's poisson: -109.319
[45] valid_0's poisson: -109.36
[46] valid_0's poisson: -109.358
[47] valid_0's poisson: -109.359
[48] valid_0's poisson: -109.369
[49] valid_0's poisson: -109.371
[50] valid_0's poisson: -109.374
[51] valid_0's poisson: -109.378
[52] valid_0's poisson: -109.377
[53] valid_0's poisson: -109.383
[54] valid_0's poisson: -109.378
[55] valid_0's poisson: -109.387
[56] valid_0's poisson: -109.392
[57] valid_0's poisson: -109.406
[58] valid_0's poisson: -109.408
[59] valid_0's poisson: -109.402
[60] valid_0's poisson: -109.402
[61] valid_0's poisson: -109.406
[62] valid_0's poisson: -109.409
[63] valid_0's poisson: -109.412
[64] valid_0's poisson: -109.42
[65] valid_0's poisson: -109.426
[66] valid_0's poisson: -109.425
[67] valid_0's poisson: -109.428
[68] valid_0's poisson: -109.425
[69] valid_0's poisson: -109.433
[70] valid_0's poisson: -109.441
[71] valid_0's poisson: -109.439
[72] valid_0's poisson: -109.472
[73] valid_0's poisson: -109.469
[74] valid_0's poisson: -109.475
[75] valid_0's poisson: -109.478
[76] valid_0's poisson: -109.485
[77] valid_0's poisson: -109.487
[78] valid_0's poisson: -109.483
[79] valid_0's poisson: -109.481
[80] valid_0's poisson: -109.489
[81] valid_0's poisson: -109.492
[82] valid_0's poisson: -109.502
[83] valid_0's poisson: -109.51
[84] valid_0's poisson: -109.517
[85] valid_0's poisson: -109.516
[86] valid_0's poisson: -109.52
[87] valid_0's poisson: -109.524
[88] valid_0's poisson: -109.523
[89] valid_0's poisson: -109.523
[90] valid_0's poisson: -109.524
[91] valid_0's poisson: -109.52
[92] valid_0's poisson: -109.517
[93] valid_0's poisson: -109.516
[94] valid_0's poisson: -109.523
[95] valid_0's poisson: -109.521
[96] valid_0's poisson: -109.519
[97] valid_0's poisson: -109.527
[98] valid_0's poisson: -109.532
[99] valid_0's poisson: -109.532
[100] valid_0's poisson: -109.537
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.013
[2] valid_0's poisson: -103.203
[3] valid_0's poisson: -104.867
[4] valid_0's poisson: -105.841
[5] valid_0's poisson: -106.436
[6] valid_0's poisson: -106.808
[7] valid_0's poisson: -107.522
[8] valid_0's poisson: -107.814
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.225
[11] valid_0's poisson: -108.304
[12] valid_0's poisson: -108.381
[13] valid_0's poisson: -108.477
[14] valid_0's poisson: -108.509
[15] valid_0's poisson: -108.664
[16] valid_0's poisson: -108.735
[17] valid_0's poisson: -108.804
[18] valid_0's poisson: -108.823
[19] valid_0's poisson: -108.866
[20] valid_0's poisson: -108.937
[21] valid_0's poisson: -108.972
[22] valid_0's poisson: -108.977
[23] valid_0's poisson: -108.988
[24] valid_0's poisson: -109.009
[25] valid_0's poisson: -109.033
[26] valid_0's poisson: -109.042
[27] valid_0's poisson: -109.048
[28] valid_0's poisson: -109.072
[29] valid_0's poisson: -109.115
[30] valid_0's poisson: -109.128
[31] valid_0's poisson: -109.145
[32] valid_0's poisson: -109.146
[33] valid_0's poisson: -109.163
[34] valid_0's poisson: -109.176
[35] valid_0's poisson: -109.216
[36] valid_0's poisson: -109.252
[37] valid_0's poisson: -109.268
[38] valid_0's poisson: -109.276
[39] valid_0's poisson: -109.293
[40] valid_0's poisson: -109.297
[41] valid_0's poisson: -109.303
[42] valid_0's poisson: -109.307
[43] valid_0's poisson: -109.304
[44] valid_0's poisson: -109.309
[45] valid_0's poisson: -109.328
[46] valid_0's poisson: -109.343
[47] valid_0's poisson: -109.377
[48] valid_0's poisson: -109.382
[49] valid_0's poisson: -109.384
[50] valid_0's poisson: -109.386
[51] valid_0's poisson: -109.39
[52] valid_0's poisson: -109.385
[53] valid_0's poisson: -109.391
[54] valid_0's poisson: -109.394
[55] valid_0's poisson: -109.398
[56] valid_0's poisson: -109.4
[57] valid_0's poisson: -109.405
[58] valid_0's poisson: -109.418
[59] valid_0's poisson: -109.441
[60] valid_0's poisson: -109.45
[61] valid_0's poisson: -109.461
[62] valid_0's poisson: -109.466
[63] valid_0's poisson: -109.466
[64] valid_0's poisson: -109.472
[65] valid_0's poisson: -109.472
[66] valid_0's poisson: -109.479
[67] valid_0's poisson: -109.482
[68] valid_0's poisson: -109.476
[69] valid_0's poisson: -109.474
[70] valid_0's poisson: -109.474
[71] valid_0's poisson: -109.482
[72] valid_0's poisson: -109.485
[73] valid_0's poisson: -109.485
[74] valid_0's poisson: -109.486
[75] valid_0's poisson: -109.493
[76] valid_0's poisson: -109.485
[77] valid_0's poisson: -109.479
[78] valid_0's poisson: -109.478
[79] valid_0's poisson: -109.479
[80] valid_0's poisson: -109.482
[81] valid_0's poisson: -109.48
[82] valid_0's poisson: -109.486
[83] valid_0's poisson: -109.488
[84] valid_0's poisson: -109.489
[85] valid_0's poisson: -109.494
[86] valid_0's poisson: -109.493
[87] valid_0's poisson: -109.502
[88] valid_0's poisson: -109.504
[89] valid_0's poisson: -109.507
[90] valid_0's poisson: -109.506
[91] valid_0's poisson: -109.499
[92] valid_0's poisson: -109.5
[93] valid_0's poisson: -109.513
[94] valid_0's poisson: -109.507
[95] valid_0's poisson: -109.508
[96] valid_0's poisson: -109.508
[97] valid_0's poisson: -109.507
[98] valid_0's poisson: -109.51
[99] valid_0's poisson: -109.51
[100] valid_0's poisson: -109.513
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.006
[2] valid_0's poisson: -103.183
[3] valid_0's poisson: -104.915
[4] valid_0's poisson: -105.848
[5] valid_0's poisson: -106.835
[6] valid_0's poisson: -107.238
[7] valid_0's poisson: -107.458
[8] valid_0's poisson: -107.669
[9] valid_0's poisson: -107.759
[10] valid_0's poisson: -107.892
[11] valid_0's poisson: -108.092
[12] valid_0's poisson: -108.217
[13] valid_0's poisson: -108.421
[14] valid_0's poisson: -108.542
[15] valid_0's poisson: -108.613
[16] valid_0's poisson: -108.672
[17] valid_0's poisson: -108.712
[18] valid_0's poisson: -108.791
[19] valid_0's poisson: -108.856
[20] valid_0's poisson: -108.891
[21] valid_0's poisson: -108.944
[22] valid_0's poisson: -108.988
[23] valid_0's poisson: -109.021
[24] valid_0's poisson: -109.032
[25] valid_0's poisson: -109.059
[26] valid_0's poisson: -109.085
[27] valid_0's poisson: -109.093
[28] valid_0's poisson: -109.101
[29] valid_0's poisson: -109.119
[30] valid_0's poisson: -109.121
[31] valid_0's poisson: -109.131
[32] valid_0's poisson: -109.146
[33] valid_0's poisson: -109.165
[34] valid_0's poisson: -109.164
[35] valid_0's poisson: -109.176
[36] valid_0's poisson: -109.186
[37] valid_0's poisson: -109.207
[38] valid_0's poisson: -109.208
[39] valid_0's poisson: -109.226
[40] valid_0's poisson: -109.227
[41] valid_0's poisson: -109.243
[42] valid_0's poisson: -109.262
[43] valid_0's poisson: -109.283
[44] valid_0's poisson: -109.288
[45] valid_0's poisson: -109.292
[46] valid_0's poisson: -109.298
[47] valid_0's poisson: -109.294
[48] valid_0's poisson: -109.297
[49] valid_0's poisson: -109.308
[50] valid_0's poisson: -109.324
[51] valid_0's poisson: -109.322
[52] valid_0's poisson: -109.327
[53] valid_0's poisson: -109.328
[54] valid_0's poisson: -109.328
[55] valid_0's poisson: -109.333
[56] valid_0's poisson: -109.332
[57] valid_0's poisson: -109.333
[58] valid_0's poisson: -109.334
[59] valid_0's poisson: -109.367
[60] valid_0's poisson: -109.377
[61] valid_0's poisson: -109.376
[62] valid_0's poisson: -109.374
[63] valid_0's poisson: -109.401
[64] valid_0's poisson: -109.402
[65] valid_0's poisson: -109.405
[66] valid_0's poisson: -109.419
[67] valid_0's poisson: -109.421
[68] valid_0's poisson: -109.425
[69] valid_0's poisson: -109.429
[70] valid_0's poisson: -109.446
[71] valid_0's poisson: -109.447
[72] valid_0's poisson: -109.447
[73] valid_0's poisson: -109.451
[74] valid_0's poisson: -109.453
[75] valid_0's poisson: -109.452
[76] valid_0's poisson: -109.449
[77] valid_0's poisson: -109.457
[78] valid_0's poisson: -109.456
[79] valid_0's poisson: -109.455
[80] valid_0's poisson: -109.457
[81] valid_0's poisson: -109.461
[82] valid_0's poisson: -109.464
[83] valid_0's poisson: -109.468
[84] valid_0's poisson: -109.469
[85] valid_0's poisson: -109.467
[86] valid_0's poisson: -109.477
[87] valid_0's poisson: -109.482
[88] valid_0's poisson: -109.486
[89] valid_0's poisson: -109.491
[90] valid_0's poisson: -109.494
[91] valid_0's poisson: -109.494
[92] valid_0's poisson: -109.5
[93] valid_0's poisson: -109.496
[94] valid_0's poisson: -109.491
[95] valid_0's poisson: -109.499
[96] valid_0's poisson: -109.5
[97] valid_0's poisson: -109.502
[98] valid_0's poisson: -109.501
[99] valid_0's poisson: -109.501
[100] valid_0's poisson: -109.503
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2405
[2] valid_0's poisson: -87.3069
[3] valid_0's poisson: -87.3729
[4] valid_0's poisson: -87.4385
[5] valid_0's poisson: -87.5037
[6] valid_0's poisson: -87.5684
[7] valid_0's poisson: -87.6327
[8] valid_0's poisson: -87.6967
[9] valid_0's poisson: -87.7602
[10] valid_0's poisson: -87.8234
[11] valid_0's poisson: -87.8862
[12] valid_0's poisson: -87.9486
[13] valid_0's poisson: -88.0106
[14] valid_0's poisson: -88.0723
[15] valid_0's poisson: -88.1335
[16] valid_0's poisson: -88.1944
[17] valid_0's poisson: -88.2549
[18] valid_0's poisson: -88.3151
[19] valid_0's poisson: -88.375
[20] valid_0's poisson: -88.4344
[21] valid_0's poisson: -88.4935
[22] valid_0's poisson: -88.5523
[23] valid_0's poisson: -88.6113
[24] valid_0's poisson: -88.6693
[25] valid_0's poisson: -88.7271
[26] valid_0's poisson: -88.785
[27] valid_0's poisson: -88.8421
[28] valid_0's poisson: -88.8994
[29] valid_0's poisson: -88.9558
[30] valid_0's poisson: -89.012
[31] valid_0's poisson: -89.0683
[32] valid_0's poisson: -89.1238
[33] valid_0's poisson: -89.1795
[34] valid_0's poisson: -89.2344
[35] valid_0's poisson: -89.289
[36] valid_0's poisson: -89.3437
[37] valid_0's poisson: -89.3977
[38] valid_0's poisson: -89.4518
[39] valid_0's poisson: -89.5053
[40] valid_0's poisson: -89.5584
[41] valid_0's poisson: -89.6116
[42] valid_0's poisson: -89.6642
[43] valid_0's poisson: -89.7169
[44] valid_0's poisson: -89.7689
[45] valid_0's poisson: -89.8206
[46] valid_0's poisson: -89.8725
[47] valid_0's poisson: -89.9236
[48] valid_0's poisson: -89.9749
[49] valid_0's poisson: -90.0255
[50] valid_0's poisson: -90.0759
[51] valid_0's poisson: -90.1264
[52] valid_0's poisson: -90.1762
[53] valid_0's poisson: -90.2262
[54] valid_0's poisson: -90.2755
[55] valid_0's poisson: -90.3245
[56] valid_0's poisson: -90.3737
[57] valid_0's poisson: -90.4223
[58] valid_0's poisson: -90.471
[59] valid_0's poisson: -90.519
[60] valid_0's poisson: -90.5669
[61] valid_0's poisson: -90.6148
[62] valid_0's poisson: -90.6622
[63] valid_0's poisson: -90.7096
[64] valid_0's poisson: -90.7565
[65] valid_0's poisson: -90.8031
[66] valid_0's poisson: -90.8504
[67] valid_0's poisson: -90.8965
[68] valid_0's poisson: -90.9428
[69] valid_0's poisson: -90.9894
[70] valid_0's poisson: -91.0349
[71] valid_0's poisson: -91.0811
[72] valid_0's poisson: -91.1262
[73] valid_0's poisson: -91.1714
[74] valid_0's poisson: -91.2169
[75] valid_0's poisson: -91.2614
[76] valid_0's poisson: -91.3056
[77] valid_0's poisson: -91.3505
[78] valid_0's poisson: -91.3943
[79] valid_0's poisson: -91.4387
[80] valid_0's poisson: -91.4822
[81] valid_0's poisson: -91.5262
[82] valid_0's poisson: -91.5693
[83] valid_0's poisson: -91.6124
[84] valid_0's poisson: -91.6558
[85] valid_0's poisson: -91.6983
[86] valid_0's poisson: -91.7413
[87] valid_0's poisson: -91.7834
[88] valid_0's poisson: -91.8253
[89] valid_0's poisson: -91.8677
[90] valid_0's poisson: -91.9093
[91] valid_0's poisson: -91.9513
[92] valid_0's poisson: -91.9927
[93] valid_0's poisson: -92.0337
[94] valid_0's poisson: -92.0752
[95] valid_0's poisson: -92.1158
[96] valid_0's poisson: -92.1569
[97] valid_0's poisson: -92.1971
[98] valid_0's poisson: -92.2378
[99] valid_0's poisson: -92.2777
[100] valid_0's poisson: -92.3177
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2407
[2] valid_0's poisson: -87.3069
[3] valid_0's poisson: -87.3727
[4] valid_0's poisson: -87.438
[5] valid_0's poisson: -87.5058
[6] valid_0's poisson: -87.5721
[7] valid_0's poisson: -87.6379
[8] valid_0's poisson: -87.7033
[9] valid_0's poisson: -87.7683
[10] valid_0's poisson: -87.8328
[11] valid_0's poisson: -87.897
[12] valid_0's poisson: -87.9607
[13] valid_0's poisson: -88.0241
[14] valid_0's poisson: -88.088
[15] valid_0's poisson: -88.1506
[16] valid_0's poisson: -88.2128
[17] valid_0's poisson: -88.2746
[18] valid_0's poisson: -88.336
[19] valid_0's poisson: -88.3971
[20] valid_0's poisson: -88.4577
[21] valid_0's poisson: -88.5181
[22] valid_0's poisson: -88.578
[23] valid_0's poisson: -88.6376
[24] valid_0's poisson: -88.6968
[25] valid_0's poisson: -88.7557
[26] valid_0's poisson: -88.8142
[27] valid_0's poisson: -88.8724
[28] valid_0's poisson: -88.9301
[29] valid_0's poisson: -88.9877
[30] valid_0's poisson: -89.0447
[31] valid_0's poisson: -89.1026
[32] valid_0's poisson: -89.1591
[33] valid_0's poisson: -89.2152
[34] valid_0's poisson: -89.271
[35] valid_0's poisson: -89.3264
[36] valid_0's poisson: -89.3817
[37] valid_0's poisson: -89.4365
[38] valid_0's poisson: -89.491
[39] valid_0's poisson: -89.5454
[40] valid_0's poisson: -89.5993
[41] valid_0's poisson: -89.6541
[42] valid_0's poisson: -89.7075
[43] valid_0's poisson: -89.7606
[44] valid_0's poisson: -89.8133
[45] valid_0's poisson: -89.8658
[46] valid_0's poisson: -89.918
[47] valid_0's poisson: -89.9699
[48] valid_0's poisson: -90.0216
[49] valid_0's poisson: -90.0729
[50] valid_0's poisson: -90.1251
[51] valid_0's poisson: -90.1759
[52] valid_0's poisson: -90.2265
[53] valid_0's poisson: -90.2768
[54] valid_0's poisson: -90.3267
[55] valid_0's poisson: -90.3766
[56] valid_0's poisson: -90.426
[57] valid_0's poisson: -90.4752
[58] valid_0's poisson: -90.5243
[59] valid_0's poisson: -90.573
[60] valid_0's poisson: -90.6225
[61] valid_0's poisson: -90.6708
[62] valid_0's poisson: -90.7187
[63] valid_0's poisson: -90.7664
[64] valid_0's poisson: -90.814
[65] valid_0's poisson: -90.8612
[66] valid_0's poisson: -90.9082
[67] valid_0's poisson: -90.955
[68] valid_0's poisson: -91.0015
[69] valid_0's poisson: -91.0488
[70] valid_0's poisson: -91.0949
[71] valid_0's poisson: -91.1407
[72] valid_0's poisson: -91.1863
[73] valid_0's poisson: -91.2318
[74] valid_0's poisson: -91.2769
[75] valid_0's poisson: -91.3218
[76] valid_0's poisson: -91.3665
[77] valid_0's poisson: -91.4121
[78] valid_0's poisson: -91.4563
[79] valid_0's poisson: -91.5004
[80] valid_0's poisson: -91.5447
[81] valid_0's poisson: -91.5883
[82] valid_0's poisson: -91.6322
[83] valid_0's poisson: -91.6754
[84] valid_0's poisson: -91.7189
[85] valid_0's poisson: -91.7617
[86] valid_0's poisson: -91.8057
[87] valid_0's poisson: -91.8481
[88] valid_0's poisson: -91.8904
[89] valid_0's poisson: -91.9329
[90] valid_0's poisson: -91.9747
[91] valid_0's poisson: -92.0168
[92] valid_0's poisson: -92.0583
[93] valid_0's poisson: -92.0996
[94] valid_0's poisson: -92.142
[95] valid_0's poisson: -92.1829
[96] valid_0's poisson: -92.2241
[97] valid_0's poisson: -92.2646
[98] valid_0's poisson: -92.3054
[99] valid_0's poisson: -92.3456
[100] valid_0's poisson: -92.3857
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2382
[2] valid_0's poisson: -87.3064
[3] valid_0's poisson: -87.3741
[4] valid_0's poisson: -87.4414
[5] valid_0's poisson: -87.5083
[6] valid_0's poisson: -87.5748
[7] valid_0's poisson: -87.6408
[8] valid_0's poisson: -87.7065
[9] valid_0's poisson: -87.7716
[10] valid_0's poisson: -87.8363
[11] valid_0's poisson: -87.9007
[12] valid_0's poisson: -87.9645
[13] valid_0's poisson: -88.0278
[14] valid_0's poisson: -88.0906
[15] valid_0's poisson: -88.1534
[16] valid_0's poisson: -88.2155
[17] valid_0's poisson: -88.2772
[18] valid_0's poisson: -88.3388
[19] valid_0's poisson: -88.3998
[20] valid_0's poisson: -88.4604
[21] valid_0's poisson: -88.5209
[22] valid_0's poisson: -88.5808
[23] valid_0's poisson: -88.6403
[24] valid_0's poisson: -88.6997
[25] valid_0's poisson: -88.7585
[26] valid_0's poisson: -88.817
[27] valid_0's poisson: -88.8754
[28] valid_0's poisson: -88.9332
[29] valid_0's poisson: -88.9906
[30] valid_0's poisson: -89.0477
[31] valid_0's poisson: -89.1046
[32] valid_0's poisson: -89.1614
[33] valid_0's poisson: -89.2176
[34] valid_0's poisson: -89.2735
[35] valid_0's poisson: -89.3291
[36] valid_0's poisson: -89.3844
[37] valid_0's poisson: -89.4394
[38] valid_0's poisson: -89.4942
[39] valid_0's poisson: -89.5486
[40] valid_0's poisson: -89.6027
[41] valid_0's poisson: -89.6565
[42] valid_0's poisson: -89.7101
[43] valid_0's poisson: -89.7635
[44] valid_0's poisson: -89.8166
[45] valid_0's poisson: -89.8693
[46] valid_0's poisson: -89.9217
[47] valid_0's poisson: -89.9739
[48] valid_0's poisson: -90.0258
[49] valid_0's poisson: -90.0774
[50] valid_0's poisson: -90.1288
[51] valid_0's poisson: -90.1798
[52] valid_0's poisson: -90.2307
[53] valid_0's poisson: -90.2813
[54] valid_0's poisson: -90.3316
[55] valid_0's poisson: -90.3817
[56] valid_0's poisson: -90.4317
[57] valid_0's poisson: -90.4813
[58] valid_0's poisson: -90.5306
[59] valid_0's poisson: -90.5796
[60] valid_0's poisson: -90.6285
[61] valid_0's poisson: -90.677
[62] valid_0's poisson: -90.7254
[63] valid_0's poisson: -90.7735
[64] valid_0's poisson: -90.8213
[65] valid_0's poisson: -90.8689
[66] valid_0's poisson: -90.9165
[67] valid_0's poisson: -90.9636
[68] valid_0's poisson: -91.0106
[69] valid_0's poisson: -91.0573
[70] valid_0's poisson: -91.1037
[71] valid_0's poisson: -91.15
[72] valid_0's poisson: -91.196
[73] valid_0's poisson: -91.2418
[74] valid_0's poisson: -91.2875
[75] valid_0's poisson: -91.3329
[76] valid_0's poisson: -91.378
[77] valid_0's poisson: -91.4229
[78] valid_0's poisson: -91.4677
[79] valid_0's poisson: -91.5122
[80] valid_0's poisson: -91.5564
[81] valid_0's poisson: -91.6005
[82] valid_0's poisson: -91.6446
[83] valid_0's poisson: -91.6882
[84] valid_0's poisson: -91.7317
[85] valid_0's poisson: -91.7749
[86] valid_0's poisson: -91.818
[87] valid_0's poisson: -91.8608
[88] valid_0's poisson: -91.9035
[89] valid_0's poisson: -91.946
[90] valid_0's poisson: -91.9885
[91] valid_0's poisson: -92.0305
[92] valid_0's poisson: -92.0724
[93] valid_0's poisson: -92.1141
[94] valid_0's poisson: -92.1556
[95] valid_0's poisson: -92.1969
[96] valid_0's poisson: -92.238
[97] valid_0's poisson: -92.2789
[98] valid_0's poisson: -92.3197
[99] valid_0's poisson: -92.3602
[100] valid_0's poisson: -92.4008
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2441
[2] valid_0's poisson: -87.3117
[3] valid_0's poisson: -87.3789
[4] valid_0's poisson: -87.4456
[5] valid_0's poisson: -87.5119
[6] valid_0's poisson: -87.5778
[7] valid_0's poisson: -87.6433
[8] valid_0's poisson: -87.7084
[9] valid_0's poisson: -87.773
[10] valid_0's poisson: -87.8373
[11] valid_0's poisson: -87.9012
[12] valid_0's poisson: -87.9647
[13] valid_0's poisson: -88.0277
[14] valid_0's poisson: -88.0904
[15] valid_0's poisson: -88.1527
[16] valid_0's poisson: -88.2135
[17] valid_0's poisson: -88.275
[18] valid_0's poisson: -88.3352
[19] valid_0's poisson: -88.396
[20] valid_0's poisson: -88.4566
[21] valid_0's poisson: -88.5157
[22] valid_0's poisson: -88.5755
[23] valid_0's poisson: -88.635
[24] valid_0's poisson: -88.6931
[25] valid_0's poisson: -88.7517
[26] valid_0's poisson: -88.8099
[27] valid_0's poisson: -88.8671
[28] valid_0's poisson: -88.9247
[29] valid_0's poisson: -88.9819
[30] valid_0's poisson: -89.0382
[31] valid_0's poisson: -89.0948
[32] valid_0's poisson: -89.1514
[33] valid_0's poisson: -89.2067
[34] valid_0's poisson: -89.2625
[35] valid_0's poisson: -89.3179
[36] valid_0's poisson: -89.3724
[37] valid_0's poisson: -89.4272
[38] valid_0's poisson: -89.4817
[39] valid_0's poisson: -89.5353
[40] valid_0's poisson: -89.5893
[41] valid_0's poisson: -89.643
[42] valid_0's poisson: -89.6958
[43] valid_0's poisson: -89.7489
[44] valid_0's poisson: -89.802
[45] valid_0's poisson: -89.854
[46] valid_0's poisson: -89.9063
[47] valid_0's poisson: -89.9583
[48] valid_0's poisson: -90.0095
[49] valid_0's poisson: -90.061
[50] valid_0's poisson: -90.1116
[51] valid_0's poisson: -90.1626
[52] valid_0's poisson: -90.2135
[53] valid_0's poisson: -90.264
[54] valid_0's poisson: -90.3136
[55] valid_0's poisson: -90.3636
[56] valid_0's poisson: -90.4127
[57] valid_0's poisson: -90.4622
[58] valid_0's poisson: -90.5113
[59] valid_0's poisson: -90.5598
[60] valid_0's poisson: -90.6085
[61] valid_0's poisson: -90.6569
[62] valid_0's poisson: -90.7046
[63] valid_0's poisson: -90.7526
[64] valid_0's poisson: -90.8009
[65] valid_0's poisson: -90.8485
[66] valid_0's poisson: -90.8959
[67] valid_0's poisson: -90.9425
[68] valid_0's poisson: -90.9894
[69] valid_0's poisson: -91.036
[70] valid_0's poisson: -91.0819
[71] valid_0's poisson: -91.128
[72] valid_0's poisson: -91.1739
[73] valid_0's poisson: -91.2192
[74] valid_0's poisson: -91.2653
[75] valid_0's poisson: -91.3106
[76] valid_0's poisson: -91.3556
[77] valid_0's poisson: -91.4007
[78] valid_0's poisson: -91.4449
[79] valid_0's poisson: -91.4893
[80] valid_0's poisson: -91.5335
[81] valid_0's poisson: -91.5771
[82] valid_0's poisson: -91.6209
[83] valid_0's poisson: -91.6651
[84] valid_0's poisson: -91.7085
[85] valid_0's poisson: -91.7517
[86] valid_0's poisson: -91.7943
[87] valid_0's poisson: -91.8371
[88] valid_0's poisson: -91.8793
[89] valid_0's poisson: -91.9217
[90] valid_0's poisson: -91.9641
[91] valid_0's poisson: -92.0068
[92] valid_0's poisson: -92.0486
[93] valid_0's poisson: -92.0902
[94] valid_0's poisson: -92.1313
[95] valid_0's poisson: -92.1726
[96] valid_0's poisson: -92.2133
[97] valid_0's poisson: -92.2542
[98] valid_0's poisson: -92.2949
[99] valid_0's poisson: -92.336
[100] valid_0's poisson: -92.3764
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.2311
[2] valid_0's poisson: -87.2982
[3] valid_0's poisson: -87.3648
[4] valid_0's poisson: -87.431
[5] valid_0's poisson: -87.4968
[6] valid_0's poisson: -87.5621
[7] valid_0's poisson: -87.6271
[8] valid_0's poisson: -87.6916
[9] valid_0's poisson: -87.7557
[10] valid_0's poisson: -87.8195
[11] valid_0's poisson: -87.8828
[12] valid_0's poisson: -87.9458
[13] valid_0's poisson: -88.0083
[14] valid_0's poisson: -88.0705
[15] valid_0's poisson: -88.1323
[16] valid_0's poisson: -88.1937
[17] valid_0's poisson: -88.2547
[18] valid_0's poisson: -88.3154
[19] valid_0's poisson: -88.3757
[20] valid_0's poisson: -88.4357
[21] valid_0's poisson: -88.4953
[22] valid_0's poisson: -88.5545
[23] valid_0's poisson: -88.6134
[24] valid_0's poisson: -88.6719
[25] valid_0's poisson: -88.7301
[26] valid_0's poisson: -88.788
[27] valid_0's poisson: -88.8455
[28] valid_0's poisson: -88.9027
[29] valid_0's poisson: -88.9597
[30] valid_0's poisson: -89.0164
[31] valid_0's poisson: -89.0726
[32] valid_0's poisson: -89.1285
[33] valid_0's poisson: -89.1842
[34] valid_0's poisson: -89.2396
[35] valid_0's poisson: -89.2946
[36] valid_0's poisson: -89.3492
[37] valid_0's poisson: -89.4035
[38] valid_0's poisson: -89.4577
[39] valid_0's poisson: -89.5114
[40] valid_0's poisson: -89.565
[41] valid_0's poisson: -89.6181
[42] valid_0's poisson: -89.6709
[43] valid_0's poisson: -89.7236
[44] valid_0's poisson: -89.7758
[45] valid_0's poisson: -89.8278
[46] valid_0's poisson: -89.8794
[47] valid_0's poisson: -89.9311
[48] valid_0's poisson: -89.9822
[49] valid_0's poisson: -90.033
[50] valid_0's poisson: -90.0838
[51] valid_0's poisson: -90.1341
[52] valid_0's poisson: -90.1841
[53] valid_0's poisson: -90.2342
[54] valid_0's poisson: -90.2837
[55] valid_0's poisson: -90.3329
[56] valid_0's poisson: -90.3819
[57] valid_0's poisson: -90.4309
[58] valid_0's poisson: -90.4794
[59] valid_0's poisson: -90.5276
[60] valid_0's poisson: -90.5759
[61] valid_0's poisson: -90.6236
[62] valid_0's poisson: -90.6711
[63] valid_0's poisson: -90.7187
[64] valid_0's poisson: -90.7657
[65] valid_0's poisson: -90.8125
[66] valid_0's poisson: -90.8593
[67] valid_0's poisson: -90.9056
[68] valid_0's poisson: -90.9516
[69] valid_0's poisson: -90.9978
[70] valid_0's poisson: -91.0434
[71] valid_0's poisson: -91.0888
[72] valid_0's poisson: -91.1346
[73] valid_0's poisson: -91.1796
[74] valid_0's poisson: -91.2243
[75] valid_0's poisson: -91.2696
[76] valid_0's poisson: -91.3139
[77] valid_0's poisson: -91.3587
[78] valid_0's poisson: -91.4026
[79] valid_0's poisson: -91.4466
[80] valid_0's poisson: -91.4908
[81] valid_0's poisson: -91.5341
[82] valid_0's poisson: -91.5779
[83] valid_0's poisson: -91.6208
[84] valid_0's poisson: -91.6636
[85] valid_0's poisson: -91.7067
[86] valid_0's poisson: -91.7491
[87] valid_0's poisson: -91.7918
[88] valid_0's poisson: -91.8338
[89] valid_0's poisson: -91.8762
[90] valid_0's poisson: -91.9178
[91] valid_0's poisson: -91.9594
[92] valid_0's poisson: -92.0013
[93] valid_0's poisson: -92.0423
[94] valid_0's poisson: -92.0837
[95] valid_0's poisson: -92.1244
[96] valid_0's poisson: -92.1649
[97] valid_0's poisson: -92.2058
[98] valid_0's poisson: -92.2459
[99] valid_0's poisson: -92.2864
[100] valid_0's poisson: -92.3262
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -91.9188
[2] valid_0's poisson: -94.932
[3] valid_0's poisson: -97.1562
[4] valid_0's poisson: -98.9665
[5] valid_0's poisson: -100.342
[6] valid_0's poisson: -101.457
[7] valid_0's poisson: -102.392
[8] valid_0's poisson: -103.215
[9] valid_0's poisson: -103.894
[10] valid_0's poisson: -104.473
[11] valid_0's poisson: -105.037
[12] valid_0's poisson: -105.462
[13] valid_0's poisson: -105.823
[14] valid_0's poisson: -106.141
[15] valid_0's poisson: -106.456
[16] valid_0's poisson: -106.698
[17] valid_0's poisson: -106.924
[18] valid_0's poisson: -107.124
[19] valid_0's poisson: -107.299
[20] valid_0's poisson: -107.458
[21] valid_0's poisson: -107.583
[22] valid_0's poisson: -107.691
[23] valid_0's poisson: -107.797
[24] valid_0's poisson: -107.88
[25] valid_0's poisson: -107.964
[26] valid_0's poisson: -108.026
[27] valid_0's poisson: -108.106
[28] valid_0's poisson: -108.169
[29] valid_0's poisson: -108.238
[30] valid_0's poisson: -108.286
[31] valid_0's poisson: -108.338
[32] valid_0's poisson: -108.377
[33] valid_0's poisson: -108.408
[34] valid_0's poisson: -108.484
[35] valid_0's poisson: -108.518
[36] valid_0's poisson: -108.556
[37] valid_0's poisson: -108.596
[38] valid_0's poisson: -108.624
[39] valid_0's poisson: -108.65
[40] valid_0's poisson: -108.681
[41] valid_0's poisson: -108.703
[42] valid_0's poisson: -108.725
[43] valid_0's poisson: -108.744
[44] valid_0's poisson: -108.782
[45] valid_0's poisson: -108.788
[46] valid_0's poisson: -108.808
[47] valid_0's poisson: -108.837
[48] valid_0's poisson: -108.852
[49] valid_0's poisson: -108.883
[50] valid_0's poisson: -108.9
[51] valid_0's poisson: -108.926
[52] valid_0's poisson: -108.939
[53] valid_0's poisson: -108.946
[54] valid_0's poisson: -108.964
[55] valid_0's poisson: -108.984
[56] valid_0's poisson: -109.003
[57] valid_0's poisson: -109.024
[58] valid_0's poisson: -109.027
[59] valid_0's poisson: -109.042
[60] valid_0's poisson: -109.051
[61] valid_0's poisson: -109.067
[62] valid_0's poisson: -109.075
[63] valid_0's poisson: -109.077
[64] valid_0's poisson: -109.096
[65] valid_0's poisson: -109.109
[66] valid_0's poisson: -109.114
[67] valid_0's poisson: -109.129
[68] valid_0's poisson: -109.138
[69] valid_0's poisson: -109.148
[70] valid_0's poisson: -109.149
[71] valid_0's poisson: -109.162
[72] valid_0's poisson: -109.173
[73] valid_0's poisson: -109.182
[74] valid_0's poisson: -109.187
[75] valid_0's poisson: -109.197
[76] valid_0's poisson: -109.206
[77] valid_0's poisson: -109.206
[78] valid_0's poisson: -109.213
[79] valid_0's poisson: -109.215
[80] valid_0's poisson: -109.219
[81] valid_0's poisson: -109.226
[82] valid_0's poisson: -109.227
[83] valid_0's poisson: -109.242
[84] valid_0's poisson: -109.246
[85] valid_0's poisson: -109.254
[86] valid_0's poisson: -109.263
[87] valid_0's poisson: -109.266
[88] valid_0's poisson: -109.27
[89] valid_0's poisson: -109.274
[90] valid_0's poisson: -109.282
[91] valid_0's poisson: -109.283
[92] valid_0's poisson: -109.285
[93] valid_0's poisson: -109.295
[94] valid_0's poisson: -109.302
[95] valid_0's poisson: -109.31
[96] valid_0's poisson: -109.315
[97] valid_0's poisson: -109.316
[98] valid_0's poisson: -109.321
[99] valid_0's poisson: -109.327
[100] valid_0's poisson: -109.329
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -91.9965
[2] valid_0's poisson: -95.1179
[3] valid_0's poisson: -97.4168
[4] valid_0's poisson: -99.1438
[5] valid_0's poisson: -100.473
[6] valid_0's poisson: -101.628
[7] valid_0's poisson: -102.556
[8] valid_0's poisson: -103.339
[9] valid_0's poisson: -104.018
[10] valid_0's poisson: -104.565
[11] valid_0's poisson: -105.078
[12] valid_0's poisson: -105.502
[13] valid_0's poisson: -105.838
[14] valid_0's poisson: -106.201
[15] valid_0's poisson: -106.47
[16] valid_0's poisson: -106.746
[17] valid_0's poisson: -106.959
[18] valid_0's poisson: -107.156
[19] valid_0's poisson: -107.308
[20] valid_0's poisson: -107.473
[21] valid_0's poisson: -107.596
[22] valid_0's poisson: -107.714
[23] valid_0's poisson: -107.805
[24] valid_0's poisson: -107.892
[25] valid_0's poisson: -107.974
[26] valid_0's poisson: -108.055
[27] valid_0's poisson: -108.111
[28] valid_0's poisson: -108.208
[29] valid_0's poisson: -108.263
[30] valid_0's poisson: -108.327
[31] valid_0's poisson: -108.364
[32] valid_0's poisson: -108.405
[33] valid_0's poisson: -108.445
[34] valid_0's poisson: -108.484
[35] valid_0's poisson: -108.553
[36] valid_0's poisson: -108.584
[37] valid_0's poisson: -108.606
[38] valid_0's poisson: -108.642
[39] valid_0's poisson: -108.664
[40] valid_0's poisson: -108.68
[41] valid_0's poisson: -108.721
[42] valid_0's poisson: -108.734
[43] valid_0's poisson: -108.759
[44] valid_0's poisson: -108.781
[45] valid_0's poisson: -108.794
[46] valid_0's poisson: -108.809
[47] valid_0's poisson: -108.832
[48] valid_0's poisson: -108.854
[49] valid_0's poisson: -108.864
[50] valid_0's poisson: -108.894
[51] valid_0's poisson: -108.905
[52] valid_0's poisson: -108.934
[53] valid_0's poisson: -108.955
[54] valid_0's poisson: -108.969
[55] valid_0's poisson: -108.976
[56] valid_0's poisson: -108.997
[57] valid_0's poisson: -109.013
[58] valid_0's poisson: -109.029
[59] valid_0's poisson: -109.053
[60] valid_0's poisson: -109.063
[61] valid_0's poisson: -109.075
[62] valid_0's poisson: -109.078
[63] valid_0's poisson: -109.086
[64] valid_0's poisson: -109.101
[65] valid_0's poisson: -109.107
[66] valid_0's poisson: -109.119
[67] valid_0's poisson: -109.131
[68] valid_0's poisson: -109.133
[69] valid_0's poisson: -109.141
[70] valid_0's poisson: -109.148
[71] valid_0's poisson: -109.161
[72] valid_0's poisson: -109.178
[73] valid_0's poisson: -109.197
[74] valid_0's poisson: -109.208
[75] valid_0's poisson: -109.209
[76] valid_0's poisson: -109.216
[77] valid_0's poisson: -109.233
[78] valid_0's poisson: -109.238
[79] valid_0's poisson: -109.247
[80] valid_0's poisson: -109.252
[81] valid_0's poisson: -109.258
[82] valid_0's poisson: -109.271
[83] valid_0's poisson: -109.276
[84] valid_0's poisson: -109.277
[85] valid_0's poisson: -109.284
[86] valid_0's poisson: -109.295
[87] valid_0's poisson: -109.302
[88] valid_0's poisson: -109.31
[89] valid_0's poisson: -109.313
[90] valid_0's poisson: -109.315
[91] valid_0's poisson: -109.317
[92] valid_0's poisson: -109.32
[93] valid_0's poisson: -109.322
[94] valid_0's poisson: -109.325
[95] valid_0's poisson: -109.33
[96] valid_0's poisson: -109.334
[97] valid_0's poisson: -109.337
[98] valid_0's poisson: -109.342
[99] valid_0's poisson: -109.344
[100] valid_0's poisson: -109.345
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -92.0256
[2] valid_0's poisson: -95.1887
[3] valid_0's poisson: -97.3708
[4] valid_0's poisson: -99.0878
[5] valid_0's poisson: -100.47
[6] valid_0's poisson: -101.58
[7] valid_0's poisson: -102.539
[8] valid_0's poisson: -103.335
[9] valid_0's poisson: -104.02
[10] valid_0's poisson: -104.588
[11] valid_0's poisson: -105.097
[12] valid_0's poisson: -105.522
[13] valid_0's poisson: -105.888
[14] valid_0's poisson: -106.239
[15] valid_0's poisson: -106.551
[16] valid_0's poisson: -106.785
[17] valid_0's poisson: -107.014
[18] valid_0's poisson: -107.198
[19] valid_0's poisson: -107.387
[20] valid_0's poisson: -107.538
[21] valid_0's poisson: -107.659
[22] valid_0's poisson: -107.769
[23] valid_0's poisson: -107.856
[24] valid_0's poisson: -107.943
[25] valid_0's poisson: -108.026
[26] valid_0's poisson: -108.116
[27] valid_0's poisson: -108.196
[28] valid_0's poisson: -108.262
[29] valid_0's poisson: -108.341
[30] valid_0's poisson: -108.388
[31] valid_0's poisson: -108.426
[32] valid_0's poisson: -108.499
[33] valid_0's poisson: -108.54
[34] valid_0's poisson: -108.568
[35] valid_0's poisson: -108.626
[36] valid_0's poisson: -108.657
[37] valid_0's poisson: -108.692
[38] valid_0's poisson: -108.71
[39] valid_0's poisson: -108.731
[40] valid_0's poisson: -108.747
[41] valid_0's poisson: -108.772
[42] valid_0's poisson: -108.786
[43] valid_0's poisson: -108.83
[44] valid_0's poisson: -108.856
[45] valid_0's poisson: -108.873
[46] valid_0's poisson: -108.884
[47] valid_0's poisson: -108.904
[48] valid_0's poisson: -108.935
[49] valid_0's poisson: -108.946
[50] valid_0's poisson: -108.96
[51] valid_0's poisson: -108.975
[52] valid_0's poisson: -108.979
[53] valid_0's poisson: -108.995
[54] valid_0's poisson: -109.014
[55] valid_0's poisson: -109.019
[56] valid_0's poisson: -109.04
[57] valid_0's poisson: -109.047
[58] valid_0's poisson: -109.056
[59] valid_0's poisson: -109.063
[60] valid_0's poisson: -109.082
[61] valid_0's poisson: -109.105
[62] valid_0's poisson: -109.109
[63] valid_0's poisson: -109.112
[64] valid_0's poisson: -109.125
[65] valid_0's poisson: -109.125
[66] valid_0's poisson: -109.132
[67] valid_0's poisson: -109.137
[68] valid_0's poisson: -109.14
[69] valid_0's poisson: -109.147
[70] valid_0's poisson: -109.168
[71] valid_0's poisson: -109.172
[72] valid_0's poisson: -109.18
[73] valid_0's poisson: -109.183
[74] valid_0's poisson: -109.189
[75] valid_0's poisson: -109.196
[76] valid_0's poisson: -109.21
[77] valid_0's poisson: -109.212
[78] valid_0's poisson: -109.222
[79] valid_0's poisson: -109.228
[80] valid_0's poisson: -109.235
[81] valid_0's poisson: -109.237
[82] valid_0's poisson: -109.243
[83] valid_0's poisson: -109.245
[84] valid_0's poisson: -109.252
[85] valid_0's poisson: -109.257
[86] valid_0's poisson: -109.265
[87] valid_0's poisson: -109.268
[88] valid_0's poisson: -109.272
[89] valid_0's poisson: -109.286
[90] valid_0's poisson: -109.291
[91] valid_0's poisson: -109.296
[92] valid_0's poisson: -109.298
[93] valid_0's poisson: -109.298
[94] valid_0's poisson: -109.303
[95] valid_0's poisson: -109.311
[96] valid_0's poisson: -109.313
[97] valid_0's poisson: -109.316
[98] valid_0's poisson: -109.325
[99] valid_0's poisson: -109.332
[100] valid_0's poisson: -109.344
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -92.047
[2] valid_0's poisson: -95.2282
[3] valid_0's poisson: -97.4165
[4] valid_0's poisson: -99.1506
[5] valid_0's poisson: -100.523
[6] valid_0's poisson: -101.649
[7] valid_0's poisson: -102.59
[8] valid_0's poisson: -103.372
[9] valid_0's poisson: -104.087
[10] valid_0's poisson: -104.65
[11] valid_0's poisson: -105.113
[12] valid_0's poisson: -105.576
[13] valid_0's poisson: -105.956
[14] valid_0's poisson: -106.271
[15] valid_0's poisson: -106.544
[16] valid_0's poisson: -106.807
[17] valid_0's poisson: -107.046
[18] valid_0's poisson: -107.231
[19] valid_0's poisson: -107.39
[20] valid_0's poisson: -107.552
[21] valid_0's poisson: -107.675
[22] valid_0's poisson: -107.792
[23] valid_0's poisson: -107.883
[24] valid_0's poisson: -107.978
[25] valid_0's poisson: -108.061
[26] valid_0's poisson: -108.129
[27] valid_0's poisson: -108.185
[28] valid_0's poisson: -108.25
[29] valid_0's poisson: -108.316
[30] valid_0's poisson: -108.368
[31] valid_0's poisson: -108.412
[32] valid_0's poisson: -108.444
[33] valid_0's poisson: -108.483
[34] valid_0's poisson: -108.519
[35] valid_0's poisson: -108.563
[36] valid_0's poisson: -108.59
[37] valid_0's poisson: -108.606
[38] valid_0's poisson: -108.653
[39] valid_0's poisson: -108.671
[40] valid_0's poisson: -108.695
[41] valid_0's poisson: -108.733
[42] valid_0's poisson: -108.753
[43] valid_0's poisson: -108.773
[44] valid_0's poisson: -108.784
[45] valid_0's poisson: -108.809
[46] valid_0's poisson: -108.834
[47] valid_0's poisson: -108.844
[48] valid_0's poisson: -108.859
[49] valid_0's poisson: -108.881
[50] valid_0's poisson: -108.891
[51] valid_0's poisson: -108.903
[52] valid_0's poisson: -108.913
[53] valid_0's poisson: -108.94
[54] valid_0's poisson: -108.952
[55] valid_0's poisson: -108.956
[56] valid_0's poisson: -108.971
[57] valid_0's poisson: -108.995
[58] valid_0's poisson: -109.005
[59] valid_0's poisson: -109.019
[60] valid_0's poisson: -109.033
[61] valid_0's poisson: -109.048
[62] valid_0's poisson: -109.075
[63] valid_0's poisson: -109.078
[64] valid_0's poisson: -109.087
[65] valid_0's poisson: -109.104
[66] valid_0's poisson: -109.109
[67] valid_0's poisson: -109.117
[68] valid_0's poisson: -109.131
[69] valid_0's poisson: -109.149
[70] valid_0's poisson: -109.156
[71] valid_0's poisson: -109.172
[72] valid_0's poisson: -109.177
[73] valid_0's poisson: -109.185
[74] valid_0's poisson: -109.192
[75] valid_0's poisson: -109.204
[76] valid_0's poisson: -109.207
[77] valid_0's poisson: -109.21
[78] valid_0's poisson: -109.225
[79] valid_0's poisson: -109.234
[80] valid_0's poisson: -109.236
[81] valid_0's poisson: -109.247
[82] valid_0's poisson: -109.254
[83] valid_0's poisson: -109.265
[84] valid_0's poisson: -109.272
[85] valid_0's poisson: -109.283
[86] valid_0's poisson: -109.284
[87] valid_0's poisson: -109.288
[88] valid_0's poisson: -109.297
[89] valid_0's poisson: -109.302
[90] valid_0's poisson: -109.308
[91] valid_0's poisson: -109.314
[92] valid_0's poisson: -109.317
[93] valid_0's poisson: -109.32
[94] valid_0's poisson: -109.324
[95] valid_0's poisson: -109.33
[96] valid_0's poisson: -109.335
[97] valid_0's poisson: -109.339
[98] valid_0's poisson: -109.347
[99] valid_0's poisson: -109.351
[100] valid_0's poisson: -109.352
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -91.9729
[2] valid_0's poisson: -95.1344
[3] valid_0's poisson: -97.325
[4] valid_0's poisson: -99.0311
[5] valid_0's poisson: -100.384
[6] valid_0's poisson: -101.498
[7] valid_0's poisson: -102.461
[8] valid_0's poisson: -103.259
[9] valid_0's poisson: -103.961
[10] valid_0's poisson: -104.566
[11] valid_0's poisson: -105.054
[12] valid_0's poisson: -105.483
[13] valid_0's poisson: -105.902
[14] valid_0's poisson: -106.244
[15] valid_0's poisson: -106.501
[16] valid_0's poisson: -106.765
[17] valid_0's poisson: -106.963
[18] valid_0's poisson: -107.153
[19] valid_0's poisson: -107.313
[20] valid_0's poisson: -107.467
[21] valid_0's poisson: -107.588
[22] valid_0's poisson: -107.702
[23] valid_0's poisson: -107.804
[24] valid_0's poisson: -107.89
[25] valid_0's poisson: -107.975
[26] valid_0's poisson: -108.061
[27] valid_0's poisson: -108.143
[28] valid_0's poisson: -108.21
[29] valid_0's poisson: -108.273
[30] valid_0's poisson: -108.354
[31] valid_0's poisson: -108.426
[32] valid_0's poisson: -108.463
[33] valid_0's poisson: -108.492
[34] valid_0's poisson: -108.546
[35] valid_0's poisson: -108.574
[36] valid_0's poisson: -108.592
[37] valid_0's poisson: -108.625
[38] valid_0's poisson: -108.64
[39] valid_0's poisson: -108.654
[40] valid_0's poisson: -108.685
[41] valid_0's poisson: -108.729
[42] valid_0's poisson: -108.757
[43] valid_0's poisson: -108.77
[44] valid_0's poisson: -108.783
[45] valid_0's poisson: -108.826
[46] valid_0's poisson: -108.85
[47] valid_0's poisson: -108.876
[48] valid_0's poisson: -108.883
[49] valid_0's poisson: -108.89
[50] valid_0's poisson: -108.912
[51] valid_0's poisson: -108.944
[52] valid_0's poisson: -108.953
[53] valid_0's poisson: -108.967
[54] valid_0's poisson: -108.991
[55] valid_0's poisson: -109.016
[56] valid_0's poisson: -109.018
[57] valid_0's poisson: -109.034
[58] valid_0's poisson: -109.046
[59] valid_0's poisson: -109.049
[60] valid_0's poisson: -109.067
[61] valid_0's poisson: -109.078
[62] valid_0's poisson: -109.091
[63] valid_0's poisson: -109.11
[64] valid_0's poisson: -109.111
[65] valid_0's poisson: -109.127
[66] valid_0's poisson: -109.132
[67] valid_0's poisson: -109.141
[68] valid_0's poisson: -109.155
[69] valid_0's poisson: -109.159
[70] valid_0's poisson: -109.174
[71] valid_0's poisson: -109.177
[72] valid_0's poisson: -109.186
[73] valid_0's poisson: -109.194
[74] valid_0's poisson: -109.203
[75] valid_0's poisson: -109.212
[76] valid_0's poisson: -109.216
[77] valid_0's poisson: -109.222
[78] valid_0's poisson: -109.224
[79] valid_0's poisson: -109.225
[80] valid_0's poisson: -109.235
[81] valid_0's poisson: -109.244
[82] valid_0's poisson: -109.247
[83] valid_0's poisson: -109.256
[84] valid_0's poisson: -109.261
[85] valid_0's poisson: -109.263
[86] valid_0's poisson: -109.269
[87] valid_0's poisson: -109.284
[88] valid_0's poisson: -109.295
[89] valid_0's poisson: -109.299
[90] valid_0's poisson: -109.3
[91] valid_0's poisson: -109.302
[92] valid_0's poisson: -109.311
[93] valid_0's poisson: -109.314
[94] valid_0's poisson: -109.314
[95] valid_0's poisson: -109.314
[96] valid_0's poisson: -109.317
[97] valid_0's poisson: -109.323
[98] valid_0's poisson: -109.328
[99] valid_0's poisson: -109.333
[100] valid_0's poisson: -109.341
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.01, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.047
[2] valid_0's poisson: -103.481
[3] valid_0's poisson: -105.221
[4] valid_0's poisson: -106.189
[5] valid_0's poisson: -106.802
[6] valid_0's poisson: -107.115
[7] valid_0's poisson: -107.426
[8] valid_0's poisson: -107.868
[9] valid_0's poisson: -107.994
[10] valid_0's poisson: -108.136
[11] valid_0's poisson: -108.214
[12] valid_0's poisson: -108.286
[13] valid_0's poisson: -108.364
[14] valid_0's poisson: -108.522
[15] valid_0's poisson: -108.655
[16] valid_0's poisson: -108.825
[17] valid_0's poisson: -108.853
[18] valid_0's poisson: -108.884
[19] valid_0's poisson: -108.906
[20] valid_0's poisson: -108.93
[21] valid_0's poisson: -108.948
[22] valid_0's poisson: -108.963
[23] valid_0's poisson: -109.023
[24] valid_0's poisson: -109.089
[25] valid_0's poisson: -109.094
[26] valid_0's poisson: -109.1
[27] valid_0's poisson: -109.126
[28] valid_0's poisson: -109.152
[29] valid_0's poisson: -109.196
[30] valid_0's poisson: -109.211
[31] valid_0's poisson: -109.22
[32] valid_0's poisson: -109.238
[33] valid_0's poisson: -109.281
[34] valid_0's poisson: -109.287
[35] valid_0's poisson: -109.3
[36] valid_0's poisson: -109.305
[37] valid_0's poisson: -109.303
[38] valid_0's poisson: -109.304
[39] valid_0's poisson: -109.343
[40] valid_0's poisson: -109.341
[41] valid_0's poisson: -109.352
[42] valid_0's poisson: -109.357
[43] valid_0's poisson: -109.352
[44] valid_0's poisson: -109.354
[45] valid_0's poisson: -109.359
[46] valid_0's poisson: -109.363
[47] valid_0's poisson: -109.39
[48] valid_0's poisson: -109.393
[49] valid_0's poisson: -109.406
[50] valid_0's poisson: -109.419
[51] valid_0's poisson: -109.441
[52] valid_0's poisson: -109.443
[53] valid_0's poisson: -109.441
[54] valid_0's poisson: -109.441
[55] valid_0's poisson: -109.441
[56] valid_0's poisson: -109.439
[57] valid_0's poisson: -109.442
[58] valid_0's poisson: -109.441
[59] valid_0's poisson: -109.453
[60] valid_0's poisson: -109.455
[61] valid_0's poisson: -109.454
[62] valid_0's poisson: -109.458
[63] valid_0's poisson: -109.466
[64] valid_0's poisson: -109.477
[65] valid_0's poisson: -109.48
[66] valid_0's poisson: -109.481
[67] valid_0's poisson: -109.489
[68] valid_0's poisson: -109.486
[69] valid_0's poisson: -109.495
[70] valid_0's poisson: -109.501
[71] valid_0's poisson: -109.501
[72] valid_0's poisson: -109.508
[73] valid_0's poisson: -109.511
[74] valid_0's poisson: -109.508
[75] valid_0's poisson: -109.512
[76] valid_0's poisson: -109.509
[77] valid_0's poisson: -109.516
[78] valid_0's poisson: -109.518
[79] valid_0's poisson: -109.523
[80] valid_0's poisson: -109.525
[81] valid_0's poisson: -109.523
[82] valid_0's poisson: -109.527
[83] valid_0's poisson: -109.527
[84] valid_0's poisson: -109.521
[85] valid_0's poisson: -109.525
[86] valid_0's poisson: -109.527
[87] valid_0's poisson: -109.533
[88] valid_0's poisson: -109.533
[89] valid_0's poisson: -109.534
[90] valid_0's poisson: -109.537
[91] valid_0's poisson: -109.537
[92] valid_0's poisson: -109.538
[93] valid_0's poisson: -109.532
[94] valid_0's poisson: -109.53
[95] valid_0's poisson: -109.539
[96] valid_0's poisson: -109.537
[97] valid_0's poisson: -109.54
[98] valid_0's poisson: -109.541
[99] valid_0's poisson: -109.543
[100] valid_0's poisson: -109.542
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -99.8462
[2] valid_0's poisson: -102.694
[3] valid_0's poisson: -104.772
[4] valid_0's poisson: -105.871
[5] valid_0's poisson: -106.598
[6] valid_0's poisson: -107.06
[7] valid_0's poisson: -107.507
[8] valid_0's poisson: -107.722
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.009
[11] valid_0's poisson: -108.178
[12] valid_0's poisson: -108.288
[13] valid_0's poisson: -108.386
[14] valid_0's poisson: -108.442
[15] valid_0's poisson: -108.518
[16] valid_0's poisson: -108.531
[17] valid_0's poisson: -108.615
[18] valid_0's poisson: -108.723
[19] valid_0's poisson: -108.804
[20] valid_0's poisson: -108.812
[21] valid_0's poisson: -108.833
[22] valid_0's poisson: -108.914
[23] valid_0's poisson: -108.938
[24] valid_0's poisson: -108.98
[25] valid_0's poisson: -108.986
[26] valid_0's poisson: -109.001
[27] valid_0's poisson: -109.01
[28] valid_0's poisson: -109.09
[29] valid_0's poisson: -109.105
[30] valid_0's poisson: -109.195
[31] valid_0's poisson: -109.202
[32] valid_0's poisson: -109.2
[33] valid_0's poisson: -109.219
[34] valid_0's poisson: -109.226
[35] valid_0's poisson: -109.249
[36] valid_0's poisson: -109.268
[37] valid_0's poisson: -109.283
[38] valid_0's poisson: -109.302
[39] valid_0's poisson: -109.303
[40] valid_0's poisson: -109.308
[41] valid_0's poisson: -109.319
[42] valid_0's poisson: -109.323
[43] valid_0's poisson: -109.332
[44] valid_0's poisson: -109.339
[45] valid_0's poisson: -109.345
[46] valid_0's poisson: -109.358
[47] valid_0's poisson: -109.361
[48] valid_0's poisson: -109.364
[49] valid_0's poisson: -109.367
[50] valid_0's poisson: -109.374
[51] valid_0's poisson: -109.365
[52] valid_0's poisson: -109.371
[53] valid_0's poisson: -109.374
[54] valid_0's poisson: -109.376
[55] valid_0's poisson: -109.374
[56] valid_0's poisson: -109.373
[57] valid_0's poisson: -109.371
[58] valid_0's poisson: -109.373
[59] valid_0's poisson: -109.38
[60] valid_0's poisson: -109.391
[61] valid_0's poisson: -109.397
[62] valid_0's poisson: -109.408
[63] valid_0's poisson: -109.41
[64] valid_0's poisson: -109.421
[65] valid_0's poisson: -109.42
[66] valid_0's poisson: -109.419
[67] valid_0's poisson: -109.421
[68] valid_0's poisson: -109.418
[69] valid_0's poisson: -109.42
[70] valid_0's poisson: -109.434
[71] valid_0's poisson: -109.435
[72] valid_0's poisson: -109.437
[73] valid_0's poisson: -109.44
[74] valid_0's poisson: -109.442
[75] valid_0's poisson: -109.446
[76] valid_0's poisson: -109.447
[77] valid_0's poisson: -109.462
[78] valid_0's poisson: -109.483
[79] valid_0's poisson: -109.481
[80] valid_0's poisson: -109.485
[81] valid_0's poisson: -109.487
[82] valid_0's poisson: -109.485
[83] valid_0's poisson: -109.487
[84] valid_0's poisson: -109.495
[85] valid_0's poisson: -109.515
[86] valid_0's poisson: -109.518
[87] valid_0's poisson: -109.52
[88] valid_0's poisson: -109.521
[89] valid_0's poisson: -109.526
[90] valid_0's poisson: -109.531
[91] valid_0's poisson: -109.527
[92] valid_0's poisson: -109.529
[93] valid_0's poisson: -109.531
[94] valid_0's poisson: -109.532
[95] valid_0's poisson: -109.529
[96] valid_0's poisson: -109.533
[97] valid_0's poisson: -109.532
[98] valid_0's poisson: -109.532
[99] valid_0's poisson: -109.531
[100] valid_0's poisson: -109.537
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -99.989
[2] valid_0's poisson: -103.127
[3] valid_0's poisson: -104.849
[4] valid_0's poisson: -105.816
[5] valid_0's poisson: -106.458
[6] valid_0's poisson: -106.921
[7] valid_0's poisson: -107.183
[8] valid_0's poisson: -107.334
[9] valid_0's poisson: -107.437
[10] valid_0's poisson: -107.636
[11] valid_0's poisson: -108.245
[12] valid_0's poisson: -108.474
[13] valid_0's poisson: -108.558
[14] valid_0's poisson: -108.596
[15] valid_0's poisson: -108.662
[16] valid_0's poisson: -108.718
[17] valid_0's poisson: -108.757
[18] valid_0's poisson: -108.845
[19] valid_0's poisson: -108.92
[20] valid_0's poisson: -108.934
[21] valid_0's poisson: -108.955
[22] valid_0's poisson: -109.004
[23] valid_0's poisson: -109.058
[24] valid_0's poisson: -109.088
[25] valid_0's poisson: -109.09
[26] valid_0's poisson: -109.112
[27] valid_0's poisson: -109.123
[28] valid_0's poisson: -109.158
[29] valid_0's poisson: -109.158
[30] valid_0's poisson: -109.213
[31] valid_0's poisson: -109.217
[32] valid_0's poisson: -109.226
[33] valid_0's poisson: -109.253
[34] valid_0's poisson: -109.268
[35] valid_0's poisson: -109.282
[36] valid_0's poisson: -109.296
[37] valid_0's poisson: -109.299
[38] valid_0's poisson: -109.297
[39] valid_0's poisson: -109.298
[40] valid_0's poisson: -109.298
[41] valid_0's poisson: -109.312
[42] valid_0's poisson: -109.319
[43] valid_0's poisson: -109.316
[44] valid_0's poisson: -109.319
[45] valid_0's poisson: -109.36
[46] valid_0's poisson: -109.358
[47] valid_0's poisson: -109.359
[48] valid_0's poisson: -109.369
[49] valid_0's poisson: -109.371
[50] valid_0's poisson: -109.373
[51] valid_0's poisson: -109.377
[52] valid_0's poisson: -109.377
[53] valid_0's poisson: -109.382
[54] valid_0's poisson: -109.377
[55] valid_0's poisson: -109.387
[56] valid_0's poisson: -109.392
[57] valid_0's poisson: -109.406
[58] valid_0's poisson: -109.408
[59] valid_0's poisson: -109.402
[60] valid_0's poisson: -109.399
[61] valid_0's poisson: -109.404
[62] valid_0's poisson: -109.41
[63] valid_0's poisson: -109.409
[64] valid_0's poisson: -109.42
[65] valid_0's poisson: -109.427
[66] valid_0's poisson: -109.436
[67] valid_0's poisson: -109.439
[68] valid_0's poisson: -109.436
[69] valid_0's poisson: -109.441
[70] valid_0's poisson: -109.441
[71] valid_0's poisson: -109.444
[72] valid_0's poisson: -109.455
[73] valid_0's poisson: -109.458
[74] valid_0's poisson: -109.458
[75] valid_0's poisson: -109.466
[76] valid_0's poisson: -109.465
[77] valid_0's poisson: -109.477
[78] valid_0's poisson: -109.481
[79] valid_0's poisson: -109.478
[80] valid_0's poisson: -109.478
[81] valid_0's poisson: -109.482
[82] valid_0's poisson: -109.474
[83] valid_0's poisson: -109.51
[84] valid_0's poisson: -109.523
[85] valid_0's poisson: -109.526
[86] valid_0's poisson: -109.527
[87] valid_0's poisson: -109.525
[88] valid_0's poisson: -109.534
[89] valid_0's poisson: -109.531
[90] valid_0's poisson: -109.534
[91] valid_0's poisson: -109.533
[92] valid_0's poisson: -109.543
[93] valid_0's poisson: -109.541
[94] valid_0's poisson: -109.544
[95] valid_0's poisson: -109.546
[96] valid_0's poisson: -109.546
[97] valid_0's poisson: -109.554
[98] valid_0's poisson: -109.553
[99] valid_0's poisson: -109.551
[100] valid_0's poisson: -109.554
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.013
[2] valid_0's poisson: -103.203
[3] valid_0's poisson: -104.867
[4] valid_0's poisson: -105.841
[5] valid_0's poisson: -106.436
[6] valid_0's poisson: -106.808
[7] valid_0's poisson: -107.522
[8] valid_0's poisson: -107.814
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.225
[11] valid_0's poisson: -108.305
[12] valid_0's poisson: -108.381
[13] valid_0's poisson: -108.477
[14] valid_0's poisson: -108.509
[15] valid_0's poisson: -108.664
[16] valid_0's poisson: -108.735
[17] valid_0's poisson: -108.806
[18] valid_0's poisson: -108.828
[19] valid_0's poisson: -108.928
[20] valid_0's poisson: -108.968
[21] valid_0's poisson: -109.013
[22] valid_0's poisson: -109.036
[23] valid_0's poisson: -109.044
[24] valid_0's poisson: -109.062
[25] valid_0's poisson: -109.071
[26] valid_0's poisson: -109.114
[27] valid_0's poisson: -109.138
[28] valid_0's poisson: -109.166
[29] valid_0's poisson: -109.181
[30] valid_0's poisson: -109.199
[31] valid_0's poisson: -109.23
[32] valid_0's poisson: -109.25
[33] valid_0's poisson: -109.257
[34] valid_0's poisson: -109.269
[35] valid_0's poisson: -109.302
[36] valid_0's poisson: -109.301
[37] valid_0's poisson: -109.315
[38] valid_0's poisson: -109.336
[39] valid_0's poisson: -109.351
[40] valid_0's poisson: -109.37
[41] valid_0's poisson: -109.379
[42] valid_0's poisson: -109.384
[43] valid_0's poisson: -109.398
[44] valid_0's poisson: -109.42
[45] valid_0's poisson: -109.418
[46] valid_0's poisson: -109.421
[47] valid_0's poisson: -109.43
[48] valid_0's poisson: -109.424
[49] valid_0's poisson: -109.422
[50] valid_0's poisson: -109.422
[51] valid_0's poisson: -109.423
[52] valid_0's poisson: -109.442
[53] valid_0's poisson: -109.448
[54] valid_0's poisson: -109.466
[55] valid_0's poisson: -109.466
[56] valid_0's poisson: -109.461
[57] valid_0's poisson: -109.47
[58] valid_0's poisson: -109.472
[59] valid_0's poisson: -109.479
[60] valid_0's poisson: -109.487
[61] valid_0's poisson: -109.485
[62] valid_0's poisson: -109.494
[63] valid_0's poisson: -109.495
[64] valid_0's poisson: -109.498
[65] valid_0's poisson: -109.5
[66] valid_0's poisson: -109.497
[67] valid_0's poisson: -109.499
[68] valid_0's poisson: -109.501
[69] valid_0's poisson: -109.501
[70] valid_0's poisson: -109.507
[71] valid_0's poisson: -109.507
[72] valid_0's poisson: -109.503
[73] valid_0's poisson: -109.511
[74] valid_0's poisson: -109.515
[75] valid_0's poisson: -109.517
[76] valid_0's poisson: -109.52
[77] valid_0's poisson: -109.53
[78] valid_0's poisson: -109.533
[79] valid_0's poisson: -109.534
[80] valid_0's poisson: -109.533
[81] valid_0's poisson: -109.535
[82] valid_0's poisson: -109.536
[83] valid_0's poisson: -109.538
[84] valid_0's poisson: -109.541
[85] valid_0's poisson: -109.541
[86] valid_0's poisson: -109.54
[87] valid_0's poisson: -109.542
[88] valid_0's poisson: -109.545
[89] valid_0's poisson: -109.546
[90] valid_0's poisson: -109.546
[91] valid_0's poisson: -109.56
[92] valid_0's poisson: -109.561
[93] valid_0's poisson: -109.562
[94] valid_0's poisson: -109.564
[95] valid_0's poisson: -109.57
[96] valid_0's poisson: -109.572
[97] valid_0's poisson: -109.571
[98] valid_0's poisson: -109.572
[99] valid_0's poisson: -109.569
[100] valid_0's poisson: -109.57
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -100.006
[2] valid_0's poisson: -103.183
[3] valid_0's poisson: -104.915
[4] valid_0's poisson: -105.848
[5] valid_0's poisson: -106.835
[6] valid_0's poisson: -107.238
[7] valid_0's poisson: -107.458
[8] valid_0's poisson: -107.669
[9] valid_0's poisson: -107.759
[10] valid_0's poisson: -107.892
[11] valid_0's poisson: -108.092
[12] valid_0's poisson: -108.217
[13] valid_0's poisson: -108.421
[14] valid_0's poisson: -108.542
[15] valid_0's poisson: -108.613
[16] valid_0's poisson: -108.672
[17] valid_0's poisson: -108.712
[18] valid_0's poisson: -108.791
[19] valid_0's poisson: -108.856
[20] valid_0's poisson: -108.891
[21] valid_0's poisson: -108.944
[22] valid_0's poisson: -108.988
[23] valid_0's poisson: -109.021
[24] valid_0's poisson: -109.032
[25] valid_0's poisson: -109.059
[26] valid_0's poisson: -109.085
[27] valid_0's poisson: -109.093
[28] valid_0's poisson: -109.101
[29] valid_0's poisson: -109.119
[30] valid_0's poisson: -109.121
[31] valid_0's poisson: -109.131
[32] valid_0's poisson: -109.146
[33] valid_0's poisson: -109.165
[34] valid_0's poisson: -109.164
[35] valid_0's poisson: -109.176
[36] valid_0's poisson: -109.186
[37] valid_0's poisson: -109.207
[38] valid_0's poisson: -109.208
[39] valid_0's poisson: -109.226
[40] valid_0's poisson: -109.227
[41] valid_0's poisson: -109.243
[42] valid_0's poisson: -109.262
[43] valid_0's poisson: -109.283
[44] valid_0's poisson: -109.288
[45] valid_0's poisson: -109.292
[46] valid_0's poisson: -109.298
[47] valid_0's poisson: -109.294
[48] valid_0's poisson: -109.297
[49] valid_0's poisson: -109.308
[50] valid_0's poisson: -109.324
[51] valid_0's poisson: -109.322
[52] valid_0's poisson: -109.327
[53] valid_0's poisson: -109.328
[54] valid_0's poisson: -109.328
[55] valid_0's poisson: -109.333
[56] valid_0's poisson: -109.332
[57] valid_0's poisson: -109.333
[58] valid_0's poisson: -109.334
[59] valid_0's poisson: -109.367
[60] valid_0's poisson: -109.377
[61] valid_0's poisson: -109.376
[62] valid_0's poisson: -109.374
[63] valid_0's poisson: -109.401
[64] valid_0's poisson: -109.402
[65] valid_0's poisson: -109.405
[66] valid_0's poisson: -109.419
[67] valid_0's poisson: -109.421
[68] valid_0's poisson: -109.425
[69] valid_0's poisson: -109.428
[70] valid_0's poisson: -109.446
[71] valid_0's poisson: -109.447
[72] valid_0's poisson: -109.447
[73] valid_0's poisson: -109.451
[74] valid_0's poisson: -109.453
[75] valid_0's poisson: -109.452
[76] valid_0's poisson: -109.448
[77] valid_0's poisson: -109.457
[78] valid_0's poisson: -109.456
[79] valid_0's poisson: -109.455
[80] valid_0's poisson: -109.457
[81] valid_0's poisson: -109.461
[82] valid_0's poisson: -109.464
[83] valid_0's poisson: -109.468
[84] valid_0's poisson: -109.469
[85] valid_0's poisson: -109.467
[86] valid_0's poisson: -109.477
[87] valid_0's poisson: -109.482
[88] valid_0's poisson: -109.486
[89] valid_0's poisson: -109.49
[90] valid_0's poisson: -109.491
[91] valid_0's poisson: -109.496
[92] valid_0's poisson: -109.499
[93] valid_0's poisson: -109.502
[94] valid_0's poisson: -109.501
[95] valid_0's poisson: -109.5
[96] valid_0's poisson: -109.506
[97] valid_0's poisson: -109.51
[98] valid_0's poisson: -109.511
[99] valid_0's poisson: -109.511
[100] valid_0's poisson: -109.514
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=1.0, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -88.6152
[2] valid_0's poisson: -89.8837
[3] valid_0's poisson: -91.0113
[4] valid_0's poisson: -92.0395
[5] valid_0's poisson: -92.9659
[6] valid_0's poisson: -93.809
[7] valid_0's poisson: -94.6002
[8] valid_0's poisson: -95.3232
[9] valid_0's poisson: -96.0002
[10] valid_0's poisson: -96.6321
[11] valid_0's poisson: -97.2229
[12] valid_0's poisson: -97.7735
[13] valid_0's poisson: -98.29
[14] valid_0's poisson: -98.7732
[15] valid_0's poisson: -99.229
[16] valid_0's poisson: -99.6567
[17] valid_0's poisson: -100.064
[18] valid_0's poisson: -100.448
[19] valid_0's poisson: -100.811
[20] valid_0's poisson: -101.152
[21] valid_0's poisson: -101.474
[22] valid_0's poisson: -101.786
[23] valid_0's poisson: -102.078
[24] valid_0's poisson: -102.358
[25] valid_0's poisson: -102.636
[26] valid_0's poisson: -102.892
[27] valid_0's poisson: -103.134
[28] valid_0's poisson: -103.369
[29] valid_0's poisson: -103.59
[30] valid_0's poisson: -103.808
[31] valid_0's poisson: -104.008
[32] valid_0's poisson: -104.208
[33] valid_0's poisson: -104.39
[34] valid_0's poisson: -104.565
[35] valid_0's poisson: -104.737
[36] valid_0's poisson: -104.908
[37] valid_0's poisson: -105.064
[38] valid_0's poisson: -105.217
[39] valid_0's poisson: -105.362
[40] valid_0's poisson: -105.506
[41] valid_0's poisson: -105.636
[42] valid_0's poisson: -105.769
[43] valid_0's poisson: -105.892
[44] valid_0's poisson: -106.015
[45] valid_0's poisson: -106.136
[46] valid_0's poisson: -106.243
[47] valid_0's poisson: -106.351
[48] valid_0's poisson: -106.445
[49] valid_0's poisson: -106.545
[50] valid_0's poisson: -106.64
[51] valid_0's poisson: -106.735
[52] valid_0's poisson: -106.826
[53] valid_0's poisson: -106.909
[54] valid_0's poisson: -106.989
[55] valid_0's poisson: -107.067
[56] valid_0's poisson: -107.139
[57] valid_0's poisson: -107.215
[58] valid_0's poisson: -107.285
[59] valid_0's poisson: -107.351
[60] valid_0's poisson: -107.42
[61] valid_0's poisson: -107.484
[62] valid_0's poisson: -107.543
[63] valid_0's poisson: -107.601
[64] valid_0's poisson: -107.655
[65] valid_0's poisson: -107.708
[66] valid_0's poisson: -107.76
[67] valid_0's poisson: -107.81
[68] valid_0's poisson: -107.859
[69] valid_0's poisson: -107.904
[70] valid_0's poisson: -107.947
[71] valid_0's poisson: -107.995
[72] valid_0's poisson: -108.034
[73] valid_0's poisson: -108.076
[74] valid_0's poisson: -108.114
[75] valid_0's poisson: -108.149
[76] valid_0's poisson: -108.189
[77] valid_0's poisson: -108.223
[78] valid_0's poisson: -108.259
[79] valid_0's poisson: -108.289
[80] valid_0's poisson: -108.32
[81] valid_0's poisson: -108.355
[82] valid_0's poisson: -108.383
[83] valid_0's poisson: -108.408
[84] valid_0's poisson: -108.439
[85] valid_0's poisson: -108.466
[86] valid_0's poisson: -108.494
[87] valid_0's poisson: -108.522
[88] valid_0's poisson: -108.543
[89] valid_0's poisson: -108.566
[90] valid_0's poisson: -108.587
[91] valid_0's poisson: -108.61
[92] valid_0's poisson: -108.629
[93] valid_0's poisson: -108.652
[94] valid_0's poisson: -108.674
[95] valid_0's poisson: -108.697
[96] valid_0's poisson: -108.716
[97] valid_0's poisson: -108.733
[98] valid_0's poisson: -108.751
[99] valid_0's poisson: -108.768
[100] valid_0's poisson: -108.784
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -88.622
[2] valid_0's poisson: -89.9188
[3] valid_0's poisson: -91.0728
[4] valid_0's poisson: -92.0952
[5] valid_0's poisson: -93.0362
[6] valid_0's poisson: -93.8989
[7] valid_0's poisson: -94.6874
[8] valid_0's poisson: -95.4135
[9] valid_0's poisson: -96.0922
[10] valid_0's poisson: -96.721
[11] valid_0's poisson: -97.3111
[12] valid_0's poisson: -97.8628
[13] valid_0's poisson: -98.3747
[14] valid_0's poisson: -98.8593
[15] valid_0's poisson: -99.3108
[16] valid_0's poisson: -99.7409
[17] valid_0's poisson: -100.145
[18] valid_0's poisson: -100.527
[19] valid_0's poisson: -100.887
[20] valid_0's poisson: -101.228
[21] valid_0's poisson: -101.55
[22] valid_0's poisson: -101.855
[23] valid_0's poisson: -102.148
[24] valid_0's poisson: -102.42
[25] valid_0's poisson: -102.685
[26] valid_0's poisson: -102.94
[27] valid_0's poisson: -103.182
[28] valid_0's poisson: -103.411
[29] valid_0's poisson: -103.628
[30] valid_0's poisson: -103.84
[31] valid_0's poisson: -104.037
[32] valid_0's poisson: -104.234
[33] valid_0's poisson: -104.415
[34] valid_0's poisson: -104.59
[35] valid_0's poisson: -104.764
[36] valid_0's poisson: -104.93
[37] valid_0's poisson: -105.087
[38] valid_0's poisson: -105.238
[39] valid_0's poisson: -105.38
[40] valid_0's poisson: -105.519
[41] valid_0's poisson: -105.648
[42] valid_0's poisson: -105.772
[43] valid_0's poisson: -105.894
[44] valid_0's poisson: -106.008
[45] valid_0's poisson: -106.12
[46] valid_0's poisson: -106.234
[47] valid_0's poisson: -106.341
[48] valid_0's poisson: -106.44
[49] valid_0's poisson: -106.543
[50] valid_0's poisson: -106.638
[51] valid_0's poisson: -106.728
[52] valid_0's poisson: -106.813
[53] valid_0's poisson: -106.895
[54] valid_0's poisson: -106.981
[55] valid_0's poisson: -107.061
[56] valid_0's poisson: -107.142
[57] valid_0's poisson: -107.218
[58] valid_0's poisson: -107.286
[59] valid_0's poisson: -107.352
[60] valid_0's poisson: -107.42
[61] valid_0's poisson: -107.482
[62] valid_0's poisson: -107.542
[63] valid_0's poisson: -107.599
[64] valid_0's poisson: -107.651
[65] valid_0's poisson: -107.71
[66] valid_0's poisson: -107.76
[67] valid_0's poisson: -107.81
[68] valid_0's poisson: -107.856
[69] valid_0's poisson: -107.901
[70] valid_0's poisson: -107.945
[71] valid_0's poisson: -107.987
[72] valid_0's poisson: -108.028
[73] valid_0's poisson: -108.069
[74] valid_0's poisson: -108.106
[75] valid_0's poisson: -108.142
[76] valid_0's poisson: -108.176
[77] valid_0's poisson: -108.214
[78] valid_0's poisson: -108.247
[79] valid_0's poisson: -108.283
[80] valid_0's poisson: -108.313
[81] valid_0's poisson: -108.345
[82] valid_0's poisson: -108.372
[83] valid_0's poisson: -108.402
[84] valid_0's poisson: -108.428
[85] valid_0's poisson: -108.459
[86] valid_0's poisson: -108.484
[87] valid_0's poisson: -108.512
[88] valid_0's poisson: -108.539
[89] valid_0's poisson: -108.565
[90] valid_0's poisson: -108.589
[91] valid_0's poisson: -108.611
[92] valid_0's poisson: -108.632
[93] valid_0's poisson: -108.652
[94] valid_0's poisson: -108.672
[95] valid_0's poisson: -108.694
[96] valid_0's poisson: -108.715
[97] valid_0's poisson: -108.732
[98] valid_0's poisson: -108.748
[99] valid_0's poisson: -108.769
[100] valid_0's poisson: -108.783
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -88.6322
[2] valid_0's poisson: -89.911
[3] valid_0's poisson: -91.0567
[4] valid_0's poisson: -92.087
[5] valid_0's poisson: -93.02
[6] valid_0's poisson: -93.8678
[7] valid_0's poisson: -94.6494
[8] valid_0's poisson: -95.3839
[9] valid_0's poisson: -96.0603
[10] valid_0's poisson: -96.6922
[11] valid_0's poisson: -97.2859
[12] valid_0's poisson: -97.833
[13] valid_0's poisson: -98.3515
[14] valid_0's poisson: -98.8405
[15] valid_0's poisson: -99.3017
[16] valid_0's poisson: -99.7334
[17] valid_0's poisson: -100.142
[18] valid_0's poisson: -100.521
[19] valid_0's poisson: -100.882
[20] valid_0's poisson: -101.225
[21] valid_0's poisson: -101.552
[22] valid_0's poisson: -101.862
[23] valid_0's poisson: -102.155
[24] valid_0's poisson: -102.435
[25] valid_0's poisson: -102.703
[26] valid_0's poisson: -102.965
[27] valid_0's poisson: -103.204
[28] valid_0's poisson: -103.432
[29] valid_0's poisson: -103.649
[30] valid_0's poisson: -103.861
[31] valid_0's poisson: -104.066
[32] valid_0's poisson: -104.256
[33] valid_0's poisson: -104.435
[34] valid_0's poisson: -104.616
[35] valid_0's poisson: -104.792
[36] valid_0's poisson: -104.959
[37] valid_0's poisson: -105.112
[38] valid_0's poisson: -105.259
[39] valid_0's poisson: -105.407
[40] valid_0's poisson: -105.548
[41] valid_0's poisson: -105.678
[42] valid_0's poisson: -105.804
[43] valid_0's poisson: -105.93
[44] valid_0's poisson: -106.051
[45] valid_0's poisson: -106.17
[46] valid_0's poisson: -106.277
[47] valid_0's poisson: -106.386
[48] valid_0's poisson: -106.489
[49] valid_0's poisson: -106.583
[50] valid_0's poisson: -106.683
[51] valid_0's poisson: -106.773
[52] valid_0's poisson: -106.855
[53] valid_0's poisson: -106.942
[54] valid_0's poisson: -107.018
[55] valid_0's poisson: -107.094
[56] valid_0's poisson: -107.172
[57] valid_0's poisson: -107.241
[58] valid_0's poisson: -107.311
[59] valid_0's poisson: -107.377
[60] valid_0's poisson: -107.443
[61] valid_0's poisson: -107.502
[62] valid_0's poisson: -107.564
[63] valid_0's poisson: -107.622
[64] valid_0's poisson: -107.674
[65] valid_0's poisson: -107.725
[66] valid_0's poisson: -107.78
[67] valid_0's poisson: -107.83
[68] valid_0's poisson: -107.876
[69] valid_0's poisson: -107.922
[70] valid_0's poisson: -107.963
[71] valid_0's poisson: -108.006
[72] valid_0's poisson: -108.045
[73] valid_0's poisson: -108.087
[74] valid_0's poisson: -108.127
[75] valid_0's poisson: -108.168
[76] valid_0's poisson: -108.204
[77] valid_0's poisson: -108.238
[78] valid_0's poisson: -108.27
[79] valid_0's poisson: -108.307
[80] valid_0's poisson: -108.337
[81] valid_0's poisson: -108.365
[82] valid_0's poisson: -108.394
[83] valid_0's poisson: -108.424
[84] valid_0's poisson: -108.452
[85] valid_0's poisson: -108.476
[86] valid_0's poisson: -108.505
[87] valid_0's poisson: -108.527
[88] valid_0's poisson: -108.55
[89] valid_0's poisson: -108.573
[90] valid_0's poisson: -108.594
[91] valid_0's poisson: -108.615
[92] valid_0's poisson: -108.64
[93] valid_0's poisson: -108.661
[94] valid_0's poisson: -108.679
[95] valid_0's poisson: -108.696
[96] valid_0's poisson: -108.717
[97] valid_0's poisson: -108.735
[98] valid_0's poisson: -108.753
[99] valid_0's poisson: -108.769
[100] valid_0's poisson: -108.786
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -88.6494
[2] valid_0's poisson: -89.939
[3] valid_0's poisson: -91.0815
[4] valid_0's poisson: -92.1022
[5] valid_0's poisson: -93.0392
[6] valid_0's poisson: -93.8907
[7] valid_0's poisson: -94.6814
[8] valid_0's poisson: -95.4071
[9] valid_0's poisson: -96.0772
[10] valid_0's poisson: -96.706
[11] valid_0's poisson: -97.2963
[12] valid_0's poisson: -97.8543
[13] valid_0's poisson: -98.3756
[14] valid_0's poisson: -98.8607
[15] valid_0's poisson: -99.3188
[16] valid_0's poisson: -99.7443
[17] valid_0's poisson: -100.151
[18] valid_0's poisson: -100.536
[19] valid_0's poisson: -100.897
[20] valid_0's poisson: -101.246
[21] valid_0's poisson: -101.572
[22] valid_0's poisson: -101.879
[23] valid_0's poisson: -102.176
[24] valid_0's poisson: -102.454
[25] valid_0's poisson: -102.719
[26] valid_0's poisson: -102.97
[27] valid_0's poisson: -103.209
[28] valid_0's poisson: -103.436
[29] valid_0's poisson: -103.661
[30] valid_0's poisson: -103.867
[31] valid_0's poisson: -104.064
[32] valid_0's poisson: -104.253
[33] valid_0's poisson: -104.439
[34] valid_0's poisson: -104.612
[35] valid_0's poisson: -104.791
[36] valid_0's poisson: -104.957
[37] valid_0's poisson: -105.112
[38] valid_0's poisson: -105.265
[39] valid_0's poisson: -105.405
[40] valid_0's poisson: -105.545
[41] valid_0's poisson: -105.679
[42] valid_0's poisson: -105.805
[43] valid_0's poisson: -105.928
[44] valid_0's poisson: -106.048
[45] valid_0's poisson: -106.167
[46] valid_0's poisson: -106.272
[47] valid_0's poisson: -106.38
[48] valid_0's poisson: -106.486
[49] valid_0's poisson: -106.577
[50] valid_0's poisson: -106.672
[51] valid_0's poisson: -106.766
[52] valid_0's poisson: -106.847
[53] valid_0's poisson: -106.93
[54] valid_0's poisson: -107.013
[55] valid_0's poisson: -107.086
[56] valid_0's poisson: -107.161
[57] valid_0's poisson: -107.23
[58] valid_0's poisson: -107.296
[59] valid_0's poisson: -107.358
[60] valid_0's poisson: -107.42
[61] valid_0's poisson: -107.48
[62] valid_0's poisson: -107.538
[63] valid_0's poisson: -107.595
[64] valid_0's poisson: -107.648
[65] valid_0's poisson: -107.7
[66] valid_0's poisson: -107.752
[67] valid_0's poisson: -107.803
[68] valid_0's poisson: -107.848
[69] valid_0's poisson: -107.89
[70] valid_0's poisson: -107.931
[71] valid_0's poisson: -107.976
[72] valid_0's poisson: -108.019
[73] valid_0's poisson: -108.059
[74] valid_0's poisson: -108.097
[75] valid_0's poisson: -108.137
[76] valid_0's poisson: -108.172
[77] valid_0's poisson: -108.207
[78] valid_0's poisson: -108.238
[79] valid_0's poisson: -108.268
[80] valid_0's poisson: -108.302
[81] valid_0's poisson: -108.331
[82] valid_0's poisson: -108.361
[83] valid_0's poisson: -108.387
[84] valid_0's poisson: -108.415
[85] valid_0's poisson: -108.443
[86] valid_0's poisson: -108.469
[87] valid_0's poisson: -108.494
[88] valid_0's poisson: -108.519
[89] valid_0's poisson: -108.54
[90] valid_0's poisson: -108.561
[91] valid_0's poisson: -108.584
[92] valid_0's poisson: -108.606
[93] valid_0's poisson: -108.628
[94] valid_0's poisson: -108.647
[95] valid_0's poisson: -108.666
[96] valid_0's poisson: -108.683
[97] valid_0's poisson: -108.701
[98] valid_0's poisson: -108.719
[99] valid_0's poisson: -108.735
[100] valid_0's poisson: -108.75
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -88.615
[2] valid_0's poisson: -89.8841
[3] valid_0's poisson: -91.008
[4] valid_0's poisson: -92.0269
[5] valid_0's poisson: -92.9668
[6] valid_0's poisson: -93.8206
[7] valid_0's poisson: -94.6096
[8] valid_0's poisson: -95.3352
[9] valid_0's poisson: -96.0074
[10] valid_0's poisson: -96.6364
[11] valid_0's poisson: -97.2215
[12] valid_0's poisson: -97.777
[13] valid_0's poisson: -98.2967
[14] valid_0's poisson: -98.7831
[15] valid_0's poisson: -99.2488
[16] valid_0's poisson: -99.6806
[17] valid_0's poisson: -100.087
[18] valid_0's poisson: -100.475
[19] valid_0's poisson: -100.841
[20] valid_0's poisson: -101.178
[21] valid_0's poisson: -101.505
[22] valid_0's poisson: -101.819
[23] valid_0's poisson: -102.114
[24] valid_0's poisson: -102.392
[25] valid_0's poisson: -102.66
[26] valid_0's poisson: -102.913
[27] valid_0's poisson: -103.159
[28] valid_0's poisson: -103.39
[29] valid_0's poisson: -103.61
[30] valid_0's poisson: -103.818
[31] valid_0's poisson: -104.018
[32] valid_0's poisson: -104.208
[33] valid_0's poisson: -104.402
[34] valid_0's poisson: -104.578
[35] valid_0's poisson: -104.754
[36] valid_0's poisson: -104.917
[37] valid_0's poisson: -105.078
[38] valid_0's poisson: -105.231
[39] valid_0's poisson: -105.372
[40] valid_0's poisson: -105.509
[41] valid_0's poisson: -105.647
[42] valid_0's poisson: -105.77
[43] valid_0's poisson: -105.893
[44] valid_0's poisson: -106.018
[45] valid_0's poisson: -106.132
[46] valid_0's poisson: -106.249
[47] valid_0's poisson: -106.36
[48] valid_0's poisson: -106.458
[49] valid_0's poisson: -106.557
[50] valid_0's poisson: -106.654
[51] valid_0's poisson: -106.737
[52] valid_0's poisson: -106.824
[53] valid_0's poisson: -106.911
[54] valid_0's poisson: -106.989
[55] valid_0's poisson: -107.065
[56] valid_0's poisson: -107.143
[57] valid_0's poisson: -107.214
[58] valid_0's poisson: -107.281
[59] valid_0's poisson: -107.349
[60] valid_0's poisson: -107.412
[61] valid_0's poisson: -107.474
[62] valid_0's poisson: -107.535
[63] valid_0's poisson: -107.593
[64] valid_0's poisson: -107.65
[65] valid_0's poisson: -107.701
[66] valid_0's poisson: -107.753
[67] valid_0's poisson: -107.8
[68] valid_0's poisson: -107.847
[69] valid_0's poisson: -107.893
[70] valid_0's poisson: -107.936
[71] valid_0's poisson: -107.978
[72] valid_0's poisson: -108.019
[73] valid_0's poisson: -108.055
[74] valid_0's poisson: -108.092
[75] valid_0's poisson: -108.129
[76] valid_0's poisson: -108.173
[77] valid_0's poisson: -108.204
[78] valid_0's poisson: -108.24
[79] valid_0's poisson: -108.273
[80] valid_0's poisson: -108.302
[81] valid_0's poisson: -108.334
[82] valid_0's poisson: -108.367
[83] valid_0's poisson: -108.393
[84] valid_0's poisson: -108.423
[85] valid_0's poisson: -108.446
[86] valid_0's poisson: -108.472
[87] valid_0's poisson: -108.5
[88] valid_0's poisson: -108.521
[89] valid_0's poisson: -108.544
[90] valid_0's poisson: -108.566
[91] valid_0's poisson: -108.588
[92] valid_0's poisson: -108.611
[93] valid_0's poisson: -108.633
[94] valid_0's poisson: -108.654
[95] valid_0's poisson: -108.674
[96] valid_0's poisson: -108.693
[97] valid_0's poisson: -108.711
[98] valid_0's poisson: -108.733
[99] valid_0's poisson: -108.75
[100] valid_0's poisson: -108.767
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.4246
[2] valid_0's poisson: -89.538
[3] valid_0's poisson: -90.5583
[4] valid_0's poisson: -91.4766
[5] valid_0's poisson: -92.3163
[6] valid_0's poisson: -93.0857
[7] valid_0's poisson: -93.7951
[8] valid_0's poisson: -94.4608
[9] valid_0's poisson: -95.1099
[10] valid_0's poisson: -95.6914
[11] valid_0's poisson: -96.2348
[12] valid_0's poisson: -96.7653
[13] valid_0's poisson: -97.2523
[14] valid_0's poisson: -97.7133
[15] valid_0's poisson: -98.1416
[16] valid_0's poisson: -98.5647
[17] valid_0's poisson: -98.9466
[18] valid_0's poisson: -99.3164
[19] valid_0's poisson: -99.6829
[20] valid_0's poisson: -100.011
[21] valid_0's poisson: -100.324
[22] valid_0's poisson: -100.623
[23] valid_0's poisson: -100.903
[24] valid_0's poisson: -101.198
[25] valid_0's poisson: -101.455
[26] valid_0's poisson: -101.704
[27] valid_0's poisson: -101.95
[28] valid_0's poisson: -102.178
[29] valid_0's poisson: -102.403
[30] valid_0's poisson: -102.619
[31] valid_0's poisson: -102.826
[32] valid_0's poisson: -103.021
[33] valid_0's poisson: -103.212
[34] valid_0's poisson: -103.394
[35] valid_0's poisson: -103.567
[36] valid_0's poisson: -103.737
[37] valid_0's poisson: -103.893
[38] valid_0's poisson: -104.044
[39] valid_0's poisson: -104.194
[40] valid_0's poisson: -104.333
[41] valid_0's poisson: -104.474
[42] valid_0's poisson: -104.623
[43] valid_0's poisson: -104.752
[44] valid_0's poisson: -104.874
[45] valid_0's poisson: -104.988
[46] valid_0's poisson: -105.116
[47] valid_0's poisson: -105.23
[48] valid_0's poisson: -105.336
[49] valid_0's poisson: -105.45
[50] valid_0's poisson: -105.543
[51] valid_0's poisson: -105.648
[52] valid_0's poisson: -105.738
[53] valid_0's poisson: -105.835
[54] valid_0's poisson: -105.928
[55] valid_0's poisson: -106.009
[56] valid_0's poisson: -106.09
[57] valid_0's poisson: -106.172
[58] valid_0's poisson: -106.243
[59] valid_0's poisson: -106.32
[60] valid_0's poisson: -106.393
[61] valid_0's poisson: -106.457
[62] valid_0's poisson: -106.526
[63] valid_0's poisson: -106.595
[64] valid_0's poisson: -106.654
[65] valid_0's poisson: -106.715
[66] valid_0's poisson: -106.773
[67] valid_0's poisson: -106.835
[68] valid_0's poisson: -106.886
[69] valid_0's poisson: -106.939
[70] valid_0's poisson: -106.986
[71] valid_0's poisson: -107.038
[72] valid_0's poisson: -107.095
[73] valid_0's poisson: -107.144
[74] valid_0's poisson: -107.196
[75] valid_0's poisson: -107.239
[76] valid_0's poisson: -107.286
[77] valid_0's poisson: -107.326
[78] valid_0's poisson: -107.367
[79] valid_0's poisson: -107.404
[80] valid_0's poisson: -107.44
[81] valid_0's poisson: -107.474
[82] valid_0's poisson: -107.513
[83] valid_0's poisson: -107.544
[84] valid_0's poisson: -107.578
[85] valid_0's poisson: -107.606
[86] valid_0's poisson: -107.64
[87] valid_0's poisson: -107.668
[88] valid_0's poisson: -107.695
[89] valid_0's poisson: -107.727
[90] valid_0's poisson: -107.752
[91] valid_0's poisson: -107.782
[92] valid_0's poisson: -107.806
[93] valid_0's poisson: -107.829
[94] valid_0's poisson: -107.854
[95] valid_0's poisson: -107.879
[96] valid_0's poisson: -107.899
[97] valid_0's poisson: -107.922
[98] valid_0's poisson: -107.949
[99] valid_0's poisson: -107.968
[100] valid_0's poisson: -107.987
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.4463
[2] valid_0's poisson: -89.592
[3] valid_0's poisson: -90.657
[4] valid_0's poisson: -91.596
[5] valid_0's poisson: -92.4506
[6] valid_0's poisson: -93.2323
[7] valid_0's poisson: -93.9525
[8] valid_0's poisson: -94.619
[9] valid_0's poisson: -95.2669
[10] valid_0's poisson: -95.8491
[11] valid_0's poisson: -96.395
[12] valid_0's poisson: -96.9027
[13] valid_0's poisson: -97.4053
[14] valid_0's poisson: -97.861
[15] valid_0's poisson: -98.2896
[16] valid_0's poisson: -98.6915
[17] valid_0's poisson: -99.0874
[18] valid_0's poisson: -99.4592
[19] valid_0's poisson: -99.8047
[20] valid_0's poisson: -100.128
[21] valid_0's poisson: -100.443
[22] valid_0's poisson: -100.735
[23] valid_0's poisson: -101.038
[24] valid_0's poisson: -101.302
[25] valid_0's poisson: -101.555
[26] valid_0's poisson: -101.814
[27] valid_0's poisson: -102.044
[28] valid_0's poisson: -102.272
[29] valid_0's poisson: -102.493
[30] valid_0's poisson: -102.703
[31] valid_0's poisson: -102.906
[32] valid_0's poisson: -103.1
[33] valid_0's poisson: -103.296
[34] valid_0's poisson: -103.472
[35] valid_0's poisson: -103.649
[36] valid_0's poisson: -103.81
[37] valid_0's poisson: -103.975
[38] valid_0's poisson: -104.128
[39] valid_0's poisson: -104.289
[40] valid_0's poisson: -104.428
[41] valid_0's poisson: -104.565
[42] valid_0's poisson: -104.696
[43] valid_0's poisson: -104.839
[44] valid_0's poisson: -104.958
[45] valid_0's poisson: -105.075
[46] valid_0's poisson: -105.188
[47] valid_0's poisson: -105.297
[48] valid_0's poisson: -105.416
[49] valid_0's poisson: -105.511
[50] valid_0's poisson: -105.622
[51] valid_0's poisson: -105.711
[52] valid_0's poisson: -105.808
[53] valid_0's poisson: -105.894
[54] valid_0's poisson: -105.988
[55] valid_0's poisson: -106.067
[56] valid_0's poisson: -106.15
[57] valid_0's poisson: -106.223
[58] valid_0's poisson: -106.304
[59] valid_0's poisson: -106.372
[60] valid_0's poisson: -106.444
[61] valid_0's poisson: -106.514
[62] valid_0's poisson: -106.582
[63] valid_0's poisson: -106.646
[64] valid_0's poisson: -106.703
[65] valid_0's poisson: -106.762
[66] valid_0's poisson: -106.816
[67] valid_0's poisson: -106.874
[68] valid_0's poisson: -106.925
[69] valid_0's poisson: -106.977
[70] valid_0's poisson: -107.034
[71] valid_0's poisson: -107.08
[72] valid_0's poisson: -107.127
[73] valid_0's poisson: -107.181
[74] valid_0's poisson: -107.231
[75] valid_0's poisson: -107.275
[76] valid_0's poisson: -107.322
[77] valid_0's poisson: -107.365
[78] valid_0's poisson: -107.403
[79] valid_0's poisson: -107.44
[80] valid_0's poisson: -107.478
[81] valid_0's poisson: -107.512
[82] valid_0's poisson: -107.547
[83] valid_0's poisson: -107.582
[84] valid_0's poisson: -107.613
[85] valid_0's poisson: -107.642
[86] valid_0's poisson: -107.672
[87] valid_0's poisson: -107.701
[88] valid_0's poisson: -107.73
[89] valid_0's poisson: -107.756
[90] valid_0's poisson: -107.787
[91] valid_0's poisson: -107.811
[92] valid_0's poisson: -107.836
[93] valid_0's poisson: -107.857
[94] valid_0's poisson: -107.885
[95] valid_0's poisson: -107.907
[96] valid_0's poisson: -107.93
[97] valid_0's poisson: -107.955
[98] valid_0's poisson: -107.977
[99] valid_0's poisson: -107.997
[100] valid_0's poisson: -108.018
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.4514
[2] valid_0's poisson: -89.5934
[3] valid_0's poisson: -90.6423
[4] valid_0's poisson: -91.5785
[5] valid_0's poisson: -92.4277
[6] valid_0's poisson: -93.207
[7] valid_0's poisson: -93.9227
[8] valid_0's poisson: -94.5858
[9] valid_0's poisson: -95.2295
[10] valid_0's poisson: -95.8157
[11] valid_0's poisson: -96.3592
[12] valid_0's poisson: -96.8657
[13] valid_0's poisson: -97.3449
[14] valid_0's poisson: -97.8155
[15] valid_0's poisson: -98.2483
[16] valid_0's poisson: -98.6547
[17] valid_0's poisson: -99.052
[18] valid_0's poisson: -99.418
[19] valid_0's poisson: -99.7696
[20] valid_0's poisson: -100.101
[21] valid_0's poisson: -100.414
[22] valid_0's poisson: -100.725
[23] valid_0's poisson: -101.006
[24] valid_0's poisson: -101.279
[25] valid_0's poisson: -101.541
[26] valid_0's poisson: -101.792
[27] valid_0's poisson: -102.039
[28] valid_0's poisson: -102.264
[29] valid_0's poisson: -102.484
[30] valid_0's poisson: -102.691
[31] valid_0's poisson: -102.884
[32] valid_0's poisson: -103.1
[33] valid_0's poisson: -103.287
[34] valid_0's poisson: -103.467
[35] valid_0's poisson: -103.635
[36] valid_0's poisson: -103.804
[37] valid_0's poisson: -103.981
[38] valid_0's poisson: -104.127
[39] valid_0's poisson: -104.278
[40] valid_0's poisson: -104.42
[41] valid_0's poisson: -104.571
[42] valid_0's poisson: -104.704
[43] valid_0's poisson: -104.829
[44] valid_0's poisson: -104.965
[45] valid_0's poisson: -105.081
[46] valid_0's poisson: -105.193
[47] valid_0's poisson: -105.304
[48] valid_0's poisson: -105.42
[49] valid_0's poisson: -105.52
[50] valid_0's poisson: -105.616
[51] valid_0's poisson: -105.718
[52] valid_0's poisson: -105.811
[53] valid_0's poisson: -105.905
[54] valid_0's poisson: -105.984
[55] valid_0's poisson: -106.073
[56] valid_0's poisson: -106.147
[57] valid_0's poisson: -106.229
[58] valid_0's poisson: -106.306
[59] valid_0's poisson: -106.376
[60] valid_0's poisson: -106.449
[61] valid_0's poisson: -106.514
[62] valid_0's poisson: -106.582
[63] valid_0's poisson: -106.639
[64] valid_0's poisson: -106.703
[65] valid_0's poisson: -106.766
[66] valid_0's poisson: -106.822
[67] valid_0's poisson: -106.884
[68] valid_0's poisson: -106.934
[69] valid_0's poisson: -106.993
[70] valid_0's poisson: -107.049
[71] valid_0's poisson: -107.097
[72] valid_0's poisson: -107.147
[73] valid_0's poisson: -107.19
[74] valid_0's poisson: -107.237
[75] valid_0's poisson: -107.283
[76] valid_0's poisson: -107.325
[77] valid_0's poisson: -107.37
[78] valid_0's poisson: -107.414
[79] valid_0's poisson: -107.451
[80] valid_0's poisson: -107.487
[81] valid_0's poisson: -107.522
[82] valid_0's poisson: -107.559
[83] valid_0's poisson: -107.589
[84] valid_0's poisson: -107.621
[85] valid_0's poisson: -107.65
[86] valid_0's poisson: -107.677
[87] valid_0's poisson: -107.707
[88] valid_0's poisson: -107.734
[89] valid_0's poisson: -107.759
[90] valid_0's poisson: -107.786
[91] valid_0's poisson: -107.813
[92] valid_0's poisson: -107.84
[93] valid_0's poisson: -107.868
[94] valid_0's poisson: -107.89
[95] valid_0's poisson: -107.912
[96] valid_0's poisson: -107.936
[97] valid_0's poisson: -107.962
[98] valid_0's poisson: -107.986
[99] valid_0's poisson: -108.005
[100] valid_0's poisson: -108.029
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.4622
[2] valid_0's poisson: -89.6123
[3] valid_0's poisson: -90.6725
[4] valid_0's poisson: -91.5917
[5] valid_0's poisson: -92.4484
[6] valid_0's poisson: -93.2333
[7] valid_0's poisson: -93.95
[8] valid_0's poisson: -94.6438
[9] valid_0's poisson: -95.2668
[10] valid_0's poisson: -95.8462
[11] valid_0's poisson: -96.397
[12] valid_0's poisson: -96.915
[13] valid_0's poisson: -97.4152
[14] valid_0's poisson: -97.8732
[15] valid_0's poisson: -98.3068
[16] valid_0's poisson: -98.7132
[17] valid_0's poisson: -99.114
[18] valid_0's poisson: -99.4765
[19] valid_0's poisson: -99.822
[20] valid_0's poisson: -100.168
[21] valid_0's poisson: -100.481
[22] valid_0's poisson: -100.783
[23] valid_0's poisson: -101.066
[24] valid_0's poisson: -101.338
[25] valid_0's poisson: -101.595
[26] valid_0's poisson: -101.837
[27] valid_0's poisson: -102.084
[28] valid_0's poisson: -102.307
[29] valid_0's poisson: -102.533
[30] valid_0's poisson: -102.738
[31] valid_0's poisson: -102.943
[32] valid_0's poisson: -103.138
[33] valid_0's poisson: -103.324
[34] valid_0's poisson: -103.505
[35] valid_0's poisson: -103.673
[36] valid_0's poisson: -103.858
[37] valid_0's poisson: -104.013
[38] valid_0's poisson: -104.168
[39] valid_0's poisson: -104.309
[40] valid_0's poisson: -104.465
[41] valid_0's poisson: -104.602
[42] valid_0's poisson: -104.732
[43] valid_0's poisson: -104.872
[44] valid_0's poisson: -104.995
[45] valid_0's poisson: -105.105
[46] valid_0's poisson: -105.229
[47] valid_0's poisson: -105.336
[48] valid_0's poisson: -105.449
[49] valid_0's poisson: -105.554
[50] valid_0's poisson: -105.66
[51] valid_0's poisson: -105.748
[52] valid_0's poisson: -105.846
[53] valid_0's poisson: -105.932
[54] valid_0's poisson: -106.015
[55] valid_0's poisson: -106.104
[56] valid_0's poisson: -106.179
[57] valid_0's poisson: -106.26
[58] valid_0's poisson: -106.332
[59] valid_0's poisson: -106.409
[60] valid_0's poisson: -106.476
[61] valid_0's poisson: -106.543
[62] valid_0's poisson: -106.609
[63] valid_0's poisson: -106.673
[64] valid_0's poisson: -106.732
[65] valid_0's poisson: -106.792
[66] valid_0's poisson: -106.844
[67] valid_0's poisson: -106.903
[68] valid_0's poisson: -106.956
[69] valid_0's poisson: -107.007
[70] valid_0's poisson: -107.055
[71] valid_0's poisson: -107.103
[72] valid_0's poisson: -107.151
[73] valid_0's poisson: -107.205
[74] valid_0's poisson: -107.257
[75] valid_0's poisson: -107.3
[76] valid_0's poisson: -107.345
[77] valid_0's poisson: -107.386
[78] valid_0's poisson: -107.422
[79] valid_0's poisson: -107.46
[80] valid_0's poisson: -107.493
[81] valid_0's poisson: -107.529
[82] valid_0's poisson: -107.569
[83] valid_0's poisson: -107.6
[84] valid_0's poisson: -107.63
[85] valid_0's poisson: -107.659
[86] valid_0's poisson: -107.691
[87] valid_0's poisson: -107.718
[88] valid_0's poisson: -107.746
[89] valid_0's poisson: -107.775
[90] valid_0's poisson: -107.8
[91] valid_0's poisson: -107.823
[92] valid_0's poisson: -107.846
[93] valid_0's poisson: -107.873
[94] valid_0's poisson: -107.893
[95] valid_0's poisson: -107.918
[96] valid_0's poisson: -107.941
[97] valid_0's poisson: -107.966
[98] valid_0's poisson: -107.985
[99] valid_0's poisson: -108.011
[100] valid_0's poisson: -108.029
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.4325
[2] valid_0's poisson: -89.5644
[3] valid_0's poisson: -90.5762
[4] valid_0's poisson: -91.5346
[5] valid_0's poisson: -92.3795
[6] valid_0's poisson: -93.1516
[7] valid_0's poisson: -93.8648
[8] valid_0's poisson: -94.5249
[9] valid_0's poisson: -95.1688
[10] valid_0's poisson: -95.7455
[11] valid_0's poisson: -96.2837
[12] valid_0's poisson: -96.7916
[13] valid_0's poisson: -97.2731
[14] valid_0's poisson: -97.7444
[15] valid_0's poisson: -98.1771
[16] valid_0's poisson: -98.5837
[17] valid_0's poisson: -98.982
[18] valid_0's poisson: -99.3469
[19] valid_0's poisson: -99.6966
[20] valid_0's poisson: -100.045
[21] valid_0's poisson: -100.359
[22] valid_0's poisson: -100.662
[23] valid_0's poisson: -100.948
[24] valid_0's poisson: -101.222
[25] valid_0's poisson: -101.487
[26] valid_0's poisson: -101.733
[27] valid_0's poisson: -101.989
[28] valid_0's poisson: -102.219
[29] valid_0's poisson: -102.436
[30] valid_0's poisson: -102.654
[31] valid_0's poisson: -102.855
[32] valid_0's poisson: -103.05
[33] valid_0's poisson: -103.239
[34] valid_0's poisson: -103.425
[35] valid_0's poisson: -103.593
[36] valid_0's poisson: -103.765
[37] valid_0's poisson: -103.944
[38] valid_0's poisson: -104.093
[39] valid_0's poisson: -104.24
[40] valid_0's poisson: -104.381
[41] valid_0's poisson: -104.518
[42] valid_0's poisson: -104.644
[43] valid_0's poisson: -104.789
[44] valid_0's poisson: -104.915
[45] valid_0's poisson: -105.037
[46] valid_0's poisson: -105.165
[47] valid_0's poisson: -105.276
[48] valid_0's poisson: -105.395
[49] valid_0's poisson: -105.496
[50] valid_0's poisson: -105.591
[51] valid_0's poisson: -105.694
[52] valid_0's poisson: -105.785
[53] valid_0's poisson: -105.883
[54] valid_0's poisson: -105.966
[55] valid_0's poisson: -106.044
[56] valid_0's poisson: -106.133
[57] valid_0's poisson: -106.215
[58] valid_0's poisson: -106.287
[59] valid_0's poisson: -106.365
[60] valid_0's poisson: -106.431
[61] valid_0's poisson: -106.502
[62] valid_0's poisson: -106.569
[63] valid_0's poisson: -106.635
[64] valid_0's poisson: -106.693
[65] valid_0's poisson: -106.754
[66] valid_0's poisson: -106.809
[67] valid_0's poisson: -106.874
[68] valid_0's poisson: -106.928
[69] valid_0's poisson: -106.985
[70] valid_0's poisson: -107.031
[71] valid_0's poisson: -107.084
[72] valid_0's poisson: -107.135
[73] valid_0's poisson: -107.18
[74] valid_0's poisson: -107.23
[75] valid_0's poisson: -107.274
[76] valid_0's poisson: -107.312
[77] valid_0's poisson: -107.357
[78] valid_0's poisson: -107.396
[79] valid_0's poisson: -107.431
[80] valid_0's poisson: -107.47
[81] valid_0's poisson: -107.506
[82] valid_0's poisson: -107.539
[83] valid_0's poisson: -107.57
[84] valid_0's poisson: -107.604
[85] valid_0's poisson: -107.633
[86] valid_0's poisson: -107.668
[87] valid_0's poisson: -107.697
[88] valid_0's poisson: -107.727
[89] valid_0's poisson: -107.752
[90] valid_0's poisson: -107.781
[91] valid_0's poisson: -107.806
[92] valid_0's poisson: -107.832
[93] valid_0's poisson: -107.859
[94] valid_0's poisson: -107.881
[95] valid_0's poisson: -107.902
[96] valid_0's poisson: -107.93
[97] valid_0's poisson: -107.95
[98] valid_0's poisson: -107.976
[99] valid_0's poisson: -107.993
[100] valid_0's poisson: -108.014
[CV] END bagging_fraction=0.6, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8872
[2] valid_0's poisson: -88.5517
[3] valid_0's poisson: -89.1769
[4] valid_0's poisson: -89.7637
[5] valid_0's poisson: -90.3264
[6] valid_0's poisson: -90.853
[7] valid_0's poisson: -91.3637
[8] valid_0's poisson: -91.8363
[9] valid_0's poisson: -92.3474
[10] valid_0's poisson: -92.7972
[11] valid_0's poisson: -93.2224
[12] valid_0's poisson: -93.6202
[13] valid_0's poisson: -94.0429
[14] valid_0's poisson: -94.4299
[15] valid_0's poisson: -94.7872
[16] valid_0's poisson: -95.1243
[17] valid_0's poisson: -95.477
[18] valid_0's poisson: -95.8054
[19] valid_0's poisson: -96.1341
[20] valid_0's poisson: -96.4261
[21] valid_0's poisson: -96.7025
[22] valid_0's poisson: -96.9805
[23] valid_0's poisson: -97.2659
[24] valid_0's poisson: -97.5231
[25] valid_0's poisson: -97.7695
[26] valid_0's poisson: -98.0071
[27] valid_0's poisson: -98.2326
[28] valid_0's poisson: -98.4764
[29] valid_0's poisson: -98.688
[30] valid_0's poisson: -98.8875
[31] valid_0's poisson: -99.0847
[32] valid_0's poisson: -99.2677
[33] valid_0's poisson: -99.4591
[34] valid_0's poisson: -99.6699
[35] valid_0's poisson: -99.8661
[36] valid_0's poisson: -100.034
[37] valid_0's poisson: -100.199
[38] valid_0's poisson: -100.367
[39] valid_0's poisson: -100.548
[40] valid_0's poisson: -100.704
[41] valid_0's poisson: -100.852
[42] valid_0's poisson: -101.012
[43] valid_0's poisson: -101.146
[44] valid_0's poisson: -101.285
[45] valid_0's poisson: -101.439
[46] valid_0's poisson: -101.583
[47] valid_0's poisson: -101.709
[48] valid_0's poisson: -101.834
[49] valid_0's poisson: -101.97
[50] valid_0's poisson: -102.096
[51] valid_0's poisson: -102.204
[52] valid_0's poisson: -102.325
[53] valid_0's poisson: -102.433
[54] valid_0's poisson: -102.539
[55] valid_0's poisson: -102.658
[56] valid_0's poisson: -102.767
[57] valid_0's poisson: -102.865
[58] valid_0's poisson: -102.959
[59] valid_0's poisson: -103.063
[60] valid_0's poisson: -103.153
[61] valid_0's poisson: -103.249
[62] valid_0's poisson: -103.332
[63] valid_0's poisson: -103.422
[64] valid_0's poisson: -103.503
[65] valid_0's poisson: -103.604
[66] valid_0's poisson: -103.694
[67] valid_0's poisson: -103.773
[68] valid_0's poisson: -103.853
[69] valid_0's poisson: -103.925
[70] valid_0's poisson: -104.013
[71] valid_0's poisson: -104.091
[72] valid_0's poisson: -104.166
[73] valid_0's poisson: -104.234
[74] valid_0's poisson: -104.314
[75] valid_0's poisson: -104.385
[76] valid_0's poisson: -104.449
[77] valid_0's poisson: -104.512
[78] valid_0's poisson: -104.576
[79] valid_0's poisson: -104.647
[80] valid_0's poisson: -104.711
[81] valid_0's poisson: -104.77
[82] valid_0's poisson: -104.836
[83] valid_0's poisson: -104.892
[84] valid_0's poisson: -104.948
[85] valid_0's poisson: -105.009
[86] valid_0's poisson: -105.071
[87] valid_0's poisson: -105.12
[88] valid_0's poisson: -105.17
[89] valid_0's poisson: -105.22
[90] valid_0's poisson: -105.276
[91] valid_0's poisson: -105.33
[92] valid_0's poisson: -105.383
[93] valid_0's poisson: -105.427
[94] valid_0's poisson: -105.473
[95] valid_0's poisson: -105.515
[96] valid_0's poisson: -105.562
[97] valid_0's poisson: -105.603
[98] valid_0's poisson: -105.645
[99] valid_0's poisson: -105.69
[100] valid_0's poisson: -105.735
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.9141
[2] valid_0's poisson: -88.6246
[3] valid_0's poisson: -89.2808
[4] valid_0's poisson: -89.8875
[5] valid_0's poisson: -90.4484
[6] valid_0's poisson: -91.0024
[7] valid_0's poisson: -91.5172
[8] valid_0's poisson: -92.0221
[9] valid_0's poisson: -92.5222
[10] valid_0's poisson: -92.9756
[11] valid_0's poisson: -93.3978
[12] valid_0's poisson: -93.8114
[13] valid_0's poisson: -94.1937
[14] valid_0's poisson: -94.5827
[15] valid_0's poisson: -94.9606
[16] valid_0's poisson: -95.3092
[17] valid_0's poisson: -95.6476
[18] valid_0's poisson: -95.9674
[19] valid_0's poisson: -96.2827
[20] valid_0's poisson: -96.5766
[21] valid_0's poisson: -96.8628
[22] valid_0's poisson: -97.1339
[23] valid_0's poisson: -97.4034
[24] valid_0's poisson: -97.6534
[25] valid_0's poisson: -97.8918
[26] valid_0's poisson: -98.1156
[27] valid_0's poisson: -98.339
[28] valid_0's poisson: -98.5881
[29] valid_0's poisson: -98.8026
[30] valid_0's poisson: -99.0047
[31] valid_0's poisson: -99.195
[32] valid_0's poisson: -99.3882
[33] valid_0's poisson: -99.5672
[34] valid_0's poisson: -99.7777
[35] valid_0's poisson: -99.9712
[36] valid_0's poisson: -100.138
[37] valid_0's poisson: -100.306
[38] valid_0's poisson: -100.471
[39] valid_0's poisson: -100.642
[40] valid_0's poisson: -100.82
[41] valid_0's poisson: -100.972
[42] valid_0's poisson: -101.11
[43] valid_0's poisson: -101.265
[44] valid_0's poisson: -101.404
[45] valid_0's poisson: -101.538
[46] valid_0's poisson: -101.689
[47] valid_0's poisson: -101.824
[48] valid_0's poisson: -101.942
[49] valid_0's poisson: -102.069
[50] valid_0's poisson: -102.189
[51] valid_0's poisson: -102.303
[52] valid_0's poisson: -102.434
[53] valid_0's poisson: -102.547
[54] valid_0's poisson: -102.652
[55] valid_0's poisson: -102.755
[56] valid_0's poisson: -102.87
[57] valid_0's poisson: -102.973
[58] valid_0's poisson: -103.063
[59] valid_0's poisson: -103.161
[60] valid_0's poisson: -103.251
[61] valid_0's poisson: -103.358
[62] valid_0's poisson: -103.448
[63] valid_0's poisson: -103.532
[64] valid_0's poisson: -103.63
[65] valid_0's poisson: -103.723
[66] valid_0's poisson: -103.805
[67] valid_0's poisson: -103.885
[68] valid_0's poisson: -103.959
[69] valid_0's poisson: -104.037
[70] valid_0's poisson: -104.122
[71] valid_0's poisson: -104.201
[72] valid_0's poisson: -104.272
[73] valid_0's poisson: -104.34
[74] valid_0's poisson: -104.408
[75] valid_0's poisson: -104.469
[76] valid_0's poisson: -104.534
[77] valid_0's poisson: -104.604
[78] valid_0's poisson: -104.676
[79] valid_0's poisson: -104.733
[80] valid_0's poisson: -104.79
[81] valid_0's poisson: -104.853
[82] valid_0's poisson: -104.908
[83] valid_0's poisson: -104.965
[84] valid_0's poisson: -105.019
[85] valid_0's poisson: -105.072
[86] valid_0's poisson: -105.132
[87] valid_0's poisson: -105.188
[88] valid_0's poisson: -105.235
[89] valid_0's poisson: -105.282
[90] valid_0's poisson: -105.331
[91] valid_0's poisson: -105.381
[92] valid_0's poisson: -105.435
[93] valid_0's poisson: -105.487
[94] valid_0's poisson: -105.53
[95] valid_0's poisson: -105.579
[96] valid_0's poisson: -105.619
[97] valid_0's poisson: -105.666
[98] valid_0's poisson: -105.709
[99] valid_0's poisson: -105.754
[100] valid_0's poisson: -105.795
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.8958
[2] valid_0's poisson: -88.5657
[3] valid_0's poisson: -89.1794
[4] valid_0's poisson: -89.8057
[5] valid_0's poisson: -90.3787
[6] valid_0's poisson: -90.9105
[7] valid_0's poisson: -91.4302
[8] valid_0's poisson: -91.9069
[9] valid_0's poisson: -92.4195
[10] valid_0's poisson: -92.8741
[11] valid_0's poisson: -93.3037
[12] valid_0's poisson: -93.7401
[13] valid_0's poisson: -94.1407
[14] valid_0's poisson: -94.5231
[15] valid_0's poisson: -94.8722
[16] valid_0's poisson: -95.2346
[17] valid_0's poisson: -95.5838
[18] valid_0's poisson: -95.9056
[19] valid_0's poisson: -96.2023
[20] valid_0's poisson: -96.5068
[21] valid_0's poisson: -96.8098
[22] valid_0's poisson: -97.0885
[23] valid_0's poisson: -97.3576
[24] valid_0's poisson: -97.6165
[25] valid_0's poisson: -97.8621
[26] valid_0's poisson: -98.0957
[27] valid_0's poisson: -98.3451
[28] valid_0's poisson: -98.5756
[29] valid_0's poisson: -98.7789
[30] valid_0's poisson: -98.9955
[31] valid_0's poisson: -99.1942
[32] valid_0's poisson: -99.3749
[33] valid_0's poisson: -99.5652
[34] valid_0's poisson: -99.7764
[35] valid_0's poisson: -99.9738
[36] valid_0's poisson: -100.145
[37] valid_0's poisson: -100.317
[38] valid_0's poisson: -100.479
[39] valid_0's poisson: -100.641
[40] valid_0's poisson: -100.817
[41] valid_0's poisson: -100.984
[42] valid_0's poisson: -101.12
[43] valid_0's poisson: -101.275
[44] valid_0's poisson: -101.411
[45] valid_0's poisson: -101.549
[46] valid_0's poisson: -101.697
[47] valid_0's poisson: -101.825
[48] valid_0's poisson: -101.947
[49] valid_0's poisson: -102.079
[50] valid_0's poisson: -102.188
[51] valid_0's poisson: -102.311
[52] valid_0's poisson: -102.439
[53] valid_0's poisson: -102.549
[54] valid_0's poisson: -102.653
[55] valid_0's poisson: -102.756
[56] valid_0's poisson: -102.869
[57] valid_0's poisson: -102.976
[58] valid_0's poisson: -103.071
[59] valid_0's poisson: -103.166
[60] valid_0's poisson: -103.255
[61] valid_0's poisson: -103.355
[62] valid_0's poisson: -103.443
[63] valid_0's poisson: -103.536
[64] valid_0's poisson: -103.616
[65] valid_0's poisson: -103.713
[66] valid_0's poisson: -103.799
[67] valid_0's poisson: -103.884
[68] valid_0's poisson: -103.973
[69] valid_0's poisson: -104.046
[70] valid_0's poisson: -104.112
[71] valid_0's poisson: -104.188
[72] valid_0's poisson: -104.263
[73] valid_0's poisson: -104.331
[74] valid_0's poisson: -104.401
[75] valid_0's poisson: -104.464
[76] valid_0's poisson: -104.538
[77] valid_0's poisson: -104.605
[78] valid_0's poisson: -104.669
[79] valid_0's poisson: -104.738
[80] valid_0's poisson: -104.797
[81] valid_0's poisson: -104.858
[82] valid_0's poisson: -104.921
[83] valid_0's poisson: -104.976
[84] valid_0's poisson: -105.034
[85] valid_0's poisson: -105.091
[86] valid_0's poisson: -105.145
[87] valid_0's poisson: -105.196
[88] valid_0's poisson: -105.25
[89] valid_0's poisson: -105.3
[90] valid_0's poisson: -105.346
[91] valid_0's poisson: -105.396
[92] valid_0's poisson: -105.443
[93] valid_0's poisson: -105.49
[94] valid_0's poisson: -105.538
[95] valid_0's poisson: -105.586
[96] valid_0's poisson: -105.627
[97] valid_0's poisson: -105.673
[98] valid_0's poisson: -105.716
[99] valid_0's poisson: -105.754
[100] valid_0's poisson: -105.796
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.9009
[2] valid_0's poisson: -88.5772
[3] valid_0's poisson: -89.2089
[4] valid_0's poisson: -89.8182
[5] valid_0's poisson: -90.3896
[6] valid_0's poisson: -90.9207
[7] valid_0's poisson: -91.4662
[8] valid_0's poisson: -91.9649
[9] valid_0's poisson: -92.4219
[10] valid_0's poisson: -92.8854
[11] valid_0's poisson: -93.3376
[12] valid_0's poisson: -93.755
[13] valid_0's poisson: -94.1402
[14] valid_0's poisson: -94.5226
[15] valid_0's poisson: -94.8852
[16] valid_0's poisson: -95.2418
[17] valid_0's poisson: -95.583
[18] valid_0's poisson: -95.9057
[19] valid_0's poisson: -96.2031
[20] valid_0's poisson: -96.5029
[21] valid_0's poisson: -96.8001
[22] valid_0's poisson: -97.0712
[23] valid_0's poisson: -97.3372
[24] valid_0's poisson: -97.6133
[25] valid_0's poisson: -97.8598
[26] valid_0's poisson: -98.0998
[27] valid_0's poisson: -98.328
[28] valid_0's poisson: -98.538
[29] valid_0's poisson: -98.7503
[30] valid_0's poisson: -98.9563
[31] valid_0's poisson: -99.1567
[32] valid_0's poisson: -99.3762
[33] valid_0's poisson: -99.5708
[34] valid_0's poisson: -99.7505
[35] valid_0's poisson: -99.9516
[36] valid_0's poisson: -100.127
[37] valid_0's poisson: -100.287
[38] valid_0's poisson: -100.466
[39] valid_0's poisson: -100.624
[40] valid_0's poisson: -100.79
[41] valid_0's poisson: -100.934
[42] valid_0's poisson: -101.08
[43] valid_0's poisson: -101.244
[44] valid_0's poisson: -101.393
[45] valid_0's poisson: -101.528
[46] valid_0's poisson: -101.66
[47] valid_0's poisson: -101.779
[48] valid_0's poisson: -101.913
[49] valid_0's poisson: -102.036
[50] valid_0's poisson: -102.152
[51] valid_0's poisson: -102.284
[52] valid_0's poisson: -102.394
[53] valid_0's poisson: -102.504
[54] valid_0's poisson: -102.617
[55] valid_0's poisson: -102.737
[56] valid_0's poisson: -102.839
[57] valid_0's poisson: -102.936
[58] valid_0's poisson: -103.031
[59] valid_0's poisson: -103.137
[60] valid_0's poisson: -103.232
[61] valid_0's poisson: -103.32
[62] valid_0's poisson: -103.415
[63] valid_0's poisson: -103.517
[64] valid_0's poisson: -103.595
[65] valid_0's poisson: -103.683
[66] valid_0's poisson: -103.761
[67] valid_0's poisson: -103.839
[68] valid_0's poisson: -103.926
[69] valid_0's poisson: -104.005
[70] valid_0's poisson: -104.075
[71] valid_0's poisson: -104.149
[72] valid_0's poisson: -104.232
[73] valid_0's poisson: -104.306
[74] valid_0's poisson: -104.373
[75] valid_0's poisson: -104.439
[76] valid_0's poisson: -104.501
[77] valid_0's poisson: -104.57
[78] valid_0's poisson: -104.635
[79] valid_0's poisson: -104.695
[80] valid_0's poisson: -104.764
[81] valid_0's poisson: -104.826
[82] valid_0's poisson: -104.88
[83] valid_0's poisson: -104.938
[84] valid_0's poisson: -104.99
[85] valid_0's poisson: -105.044
[86] valid_0's poisson: -105.106
[87] valid_0's poisson: -105.157
[88] valid_0's poisson: -105.209
[89] valid_0's poisson: -105.265
[90] valid_0's poisson: -105.317
[91] valid_0's poisson: -105.366
[92] valid_0's poisson: -105.418
[93] valid_0's poisson: -105.469
[94] valid_0's poisson: -105.511
[95] valid_0's poisson: -105.557
[96] valid_0's poisson: -105.6
[97] valid_0's poisson: -105.643
[98] valid_0's poisson: -105.69
[99] valid_0's poisson: -105.735
[100] valid_0's poisson: -105.771
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.888
[2] valid_0's poisson: -88.5618
[3] valid_0's poisson: -89.1774
[4] valid_0's poisson: -89.7819
[5] valid_0's poisson: -90.3327
[6] valid_0's poisson: -90.921
[7] valid_0's poisson: -91.4618
[8] valid_0's poisson: -91.957
[9] valid_0's poisson: -92.4145
[10] valid_0's poisson: -92.8827
[11] valid_0's poisson: -93.3171
[12] valid_0's poisson: -93.7142
[13] valid_0's poisson: -94.1229
[14] valid_0's poisson: -94.5001
[15] valid_0's poisson: -94.8494
[16] valid_0's poisson: -95.2097
[17] valid_0's poisson: -95.5577
[18] valid_0's poisson: -95.8787
[19] valid_0's poisson: -96.1936
[20] valid_0's poisson: -96.4796
[21] valid_0's poisson: -96.7741
[22] valid_0's poisson: -97.0486
[23] valid_0's poisson: -97.313
[24] valid_0's poisson: -97.5664
[25] valid_0's poisson: -97.834
[26] valid_0's poisson: -98.0674
[27] valid_0's poisson: -98.2869
[28] valid_0's poisson: -98.5086
[29] valid_0's poisson: -98.7199
[30] valid_0's poisson: -98.9157
[31] valid_0's poisson: -99.1097
[32] valid_0's poisson: -99.3057
[33] valid_0's poisson: -99.5203
[34] valid_0's poisson: -99.7074
[35] valid_0's poisson: -99.8822
[36] valid_0's poisson: -100.079
[37] valid_0's poisson: -100.249
[38] valid_0's poisson: -100.401
[39] valid_0's poisson: -100.58
[40] valid_0's poisson: -100.735
[41] valid_0's poisson: -100.9
[42] valid_0's poisson: -101.037
[43] valid_0's poisson: -101.189
[44] valid_0's poisson: -101.328
[45] valid_0's poisson: -101.466
[46] valid_0's poisson: -101.617
[47] valid_0's poisson: -101.746
[48] valid_0's poisson: -101.871
[49] valid_0's poisson: -102.005
[50] valid_0's poisson: -102.138
[51] valid_0's poisson: -102.257
[52] valid_0's poisson: -102.361
[53] valid_0's poisson: -102.479
[54] valid_0's poisson: -102.593
[55] valid_0's poisson: -102.696
[56] valid_0's poisson: -102.799
[57] valid_0's poisson: -102.897
[58] valid_0's poisson: -102.998
[59] valid_0's poisson: -103.106
[60] valid_0's poisson: -103.216
[61] valid_0's poisson: -103.312
[62] valid_0's poisson: -103.395
[63] valid_0's poisson: -103.479
[64] valid_0's poisson: -103.563
[65] valid_0's poisson: -103.658
[66] valid_0's poisson: -103.744
[67] valid_0's poisson: -103.819
[68] valid_0's poisson: -103.895
[69] valid_0's poisson: -103.978
[70] valid_0's poisson: -104.051
[71] valid_0's poisson: -104.121
[72] valid_0's poisson: -104.19
[73] valid_0's poisson: -104.274
[74] valid_0's poisson: -104.348
[75] valid_0's poisson: -104.419
[76] valid_0's poisson: -104.495
[77] valid_0's poisson: -104.559
[78] valid_0's poisson: -104.619
[79] valid_0's poisson: -104.683
[80] valid_0's poisson: -104.741
[81] valid_0's poisson: -104.803
[82] valid_0's poisson: -104.87
[83] valid_0's poisson: -104.925
[84] valid_0's poisson: -104.981
[85] valid_0's poisson: -105.033
[86] valid_0's poisson: -105.086
[87] valid_0's poisson: -105.146
[88] valid_0's poisson: -105.199
[89] valid_0's poisson: -105.257
[90] valid_0's poisson: -105.312
[91] valid_0's poisson: -105.356
[92] valid_0's poisson: -105.401
[93] valid_0's poisson: -105.452
[94] valid_0's poisson: -105.501
[95] valid_0's poisson: -105.541
[96] valid_0's poisson: -105.591
[97] valid_0's poisson: -105.636
[98] valid_0's poisson: -105.675
[99] valid_0's poisson: -105.713
[100] valid_0's poisson: -105.76
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=2; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.4902
[2] valid_0's poisson: -87.7974
[3] valid_0's poisson: -88.0965
[4] valid_0's poisson: -88.3872
[5] valid_0's poisson: -88.6699
[6] valid_0's poisson: -88.9484
[7] valid_0's poisson: -89.2194
[8] valid_0's poisson: -89.4859
[9] valid_0's poisson: -89.7416
[10] valid_0's poisson: -89.9932
[11] valid_0's poisson: -90.2403
[12] valid_0's poisson: -90.4784
[13] valid_0's poisson: -90.7128
[14] valid_0's poisson: -90.9432
[15] valid_0's poisson: -91.1658
[16] valid_0's poisson: -91.3849
[17] valid_0's poisson: -91.6007
[18] valid_0's poisson: -91.8094
[19] valid_0's poisson: -92.0168
[20] valid_0's poisson: -92.2186
[21] valid_0's poisson: -92.4172
[22] valid_0's poisson: -92.6095
[23] valid_0's poisson: -92.7987
[24] valid_0's poisson: -92.9857
[25] valid_0's poisson: -93.1671
[26] valid_0's poisson: -93.3454
[27] valid_0's poisson: -93.5219
[28] valid_0's poisson: -93.6933
[29] valid_0's poisson: -93.8632
[30] valid_0's poisson: -94.0298
[31] valid_0's poisson: -94.1945
[32] valid_0's poisson: -94.3638
[33] valid_0's poisson: -94.5236
[34] valid_0's poisson: -94.6798
[35] valid_0's poisson: -94.8401
[36] valid_0's poisson: -94.9928
[37] valid_0's poisson: -95.1418
[38] valid_0's poisson: -95.288
[39] valid_0's poisson: -95.4387
[40] valid_0's poisson: -95.5794
[41] valid_0's poisson: -95.7186
[42] valid_0's poisson: -95.8621
[43] valid_0's poisson: -95.9978
[44] valid_0's poisson: -96.1305
[45] valid_0's poisson: -96.2677
[46] valid_0's poisson: -96.397
[47] valid_0's poisson: -96.5237
[48] valid_0's poisson: -96.6567
[49] valid_0's poisson: -96.781
[50] valid_0's poisson: -96.9041
[51] valid_0's poisson: -97.0248
[52] valid_0's poisson: -97.1436
[53] valid_0's poisson: -97.2668
[54] valid_0's poisson: -97.3821
[55] valid_0's poisson: -97.4967
[56] valid_0's poisson: -97.6079
[57] valid_0's poisson: -97.7244
[58] valid_0's poisson: -97.834
[59] valid_0's poisson: -97.9413
[60] valid_0's poisson: -98.0538
[61] valid_0's poisson: -98.159
[62] valid_0's poisson: -98.2614
[63] valid_0's poisson: -98.3643
[64] valid_0's poisson: -98.4688
[65] valid_0's poisson: -98.5668
[66] valid_0's poisson: -98.6682
[67] valid_0's poisson: -98.764
[68] valid_0's poisson: -98.8604
[69] valid_0's poisson: -98.9598
[70] valid_0's poisson: -99.0511
[71] valid_0's poisson: -99.1476
[72] valid_0's poisson: -99.2369
[73] valid_0's poisson: -99.3256
[74] valid_0's poisson: -99.4198
[75] valid_0's poisson: -99.5076
[76] valid_0's poisson: -99.598
[77] valid_0's poisson: -99.6819
[78] valid_0's poisson: -99.7714
[79] valid_0's poisson: -99.8542
[80] valid_0's poisson: -99.9346
[81] valid_0's poisson: -100.016
[82] valid_0's poisson: -100.095
[83] valid_0's poisson: -100.174
[84] valid_0's poisson: -100.252
[85] valid_0's poisson: -100.328
[86] valid_0's poisson: -100.404
[87] valid_0's poisson: -100.478
[88] valid_0's poisson: -100.551
[89] valid_0's poisson: -100.63
[90] valid_0's poisson: -100.701
[91] valid_0's poisson: -100.77
[92] valid_0's poisson: -100.841
[93] valid_0's poisson: -100.909
[94] valid_0's poisson: -100.983
[95] valid_0's poisson: -101.05
[96] valid_0's poisson: -101.116
[97] valid_0's poisson: -101.185
[98] valid_0's poisson: -101.25
[99] valid_0's poisson: -101.317
[100] valid_0's poisson: -101.38
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.4959
[2] valid_0's poisson: -87.8208
[3] valid_0's poisson: -88.1266
[4] valid_0's poisson: -88.4249
[5] valid_0's poisson: -88.7236
[6] valid_0's poisson: -89.0069
[7] valid_0's poisson: -89.2827
[8] valid_0's poisson: -89.5507
[9] valid_0's poisson: -89.8105
[10] valid_0's poisson: -90.0638
[11] valid_0's poisson: -90.3207
[12] valid_0's poisson: -90.5638
[13] valid_0's poisson: -90.8017
[14] valid_0's poisson: -91.0341
[15] valid_0's poisson: -91.2601
[16] valid_0's poisson: -91.4898
[17] valid_0's poisson: -91.7067
[18] valid_0's poisson: -91.9191
[19] valid_0's poisson: -92.1267
[20] valid_0's poisson: -92.3291
[21] valid_0's poisson: -92.5273
[22] valid_0's poisson: -92.7304
[23] valid_0's poisson: -92.9218
[24] valid_0's poisson: -93.1092
[25] valid_0's poisson: -93.292
[26] valid_0's poisson: -93.4714
[27] valid_0's poisson: -93.6486
[28] valid_0's poisson: -93.8298
[29] valid_0's poisson: -94.0005
[30] valid_0's poisson: -94.1692
[31] valid_0's poisson: -94.3407
[32] valid_0's poisson: -94.5033
[33] valid_0's poisson: -94.6628
[34] valid_0's poisson: -94.8197
[35] valid_0's poisson: -94.9741
[36] valid_0's poisson: -95.132
[37] valid_0's poisson: -95.2818
[38] valid_0's poisson: -95.428
[39] valid_0's poisson: -95.5728
[40] valid_0's poisson: -95.7142
[41] valid_0's poisson: -95.8543
[42] valid_0's poisson: -95.998
[43] valid_0's poisson: -96.133
[44] valid_0's poisson: -96.2662
[45] valid_0's poisson: -96.3968
[46] valid_0's poisson: -96.5262
[47] valid_0's poisson: -96.6591
[48] valid_0's poisson: -96.7842
[49] valid_0's poisson: -96.9074
[50] valid_0's poisson: -97.0286
[51] valid_0's poisson: -97.1535
[52] valid_0's poisson: -97.2709
[53] valid_0's poisson: -97.387
[54] valid_0's poisson: -97.5019
[55] valid_0's poisson: -97.6192
[56] valid_0's poisson: -97.731
[57] valid_0's poisson: -97.8408
[58] valid_0's poisson: -97.9527
[59] valid_0's poisson: -98.0596
[60] valid_0's poisson: -98.1646
[61] valid_0's poisson: -98.2712
[62] valid_0's poisson: -98.3774
[63] valid_0's poisson: -98.4784
[64] valid_0's poisson: -98.5775
[65] valid_0's poisson: -98.6763
[66] valid_0's poisson: -98.7776
[67] valid_0's poisson: -98.8726
[68] valid_0's poisson: -98.9673
[69] valid_0's poisson: -99.0604
[70] valid_0's poisson: -99.1576
[71] valid_0's poisson: -99.248
[72] valid_0's poisson: -99.3372
[73] valid_0's poisson: -99.4309
[74] valid_0's poisson: -99.5184
[75] valid_0's poisson: -99.6055
[76] valid_0's poisson: -99.6907
[77] valid_0's poisson: -99.776
[78] valid_0's poisson: -99.8589
[79] valid_0's poisson: -99.9411
[80] valid_0's poisson: -100.023
[81] valid_0's poisson: -100.103
[82] valid_0's poisson: -100.182
[83] valid_0's poisson: -100.259
[84] valid_0's poisson: -100.336
[85] valid_0's poisson: -100.413
[86] valid_0's poisson: -100.487
[87] valid_0's poisson: -100.562
[88] valid_0's poisson: -100.641
[89] valid_0's poisson: -100.713
[90] valid_0's poisson: -100.784
[91] valid_0's poisson: -100.856
[92] valid_0's poisson: -100.925
[93] valid_0's poisson: -100.994
[94] valid_0's poisson: -101.062
[95] valid_0's poisson: -101.129
[96] valid_0's poisson: -101.196
[97] valid_0's poisson: -101.268
[98] valid_0's poisson: -101.332
[99] valid_0's poisson: -101.397
[100] valid_0's poisson: -101.46
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.4939
[2] valid_0's poisson: -87.8091
[3] valid_0's poisson: -88.1144
[4] valid_0's poisson: -88.4126
[5] valid_0's poisson: -88.7018
[6] valid_0's poisson: -88.9843
[7] valid_0's poisson: -89.2592
[8] valid_0's poisson: -89.5245
[9] valid_0's poisson: -89.792
[10] valid_0's poisson: -90.0486
[11] valid_0's poisson: -90.2979
[12] valid_0's poisson: -90.5422
[13] valid_0's poisson: -90.7793
[14] valid_0's poisson: -91.0115
[15] valid_0's poisson: -91.2447
[16] valid_0's poisson: -91.4668
[17] valid_0's poisson: -91.684
[18] valid_0's poisson: -91.8948
[19] valid_0's poisson: -92.1091
[20] valid_0's poisson: -92.314
[21] valid_0's poisson: -92.5133
[22] valid_0's poisson: -92.7089
[23] valid_0's poisson: -92.8994
[24] valid_0's poisson: -93.0925
[25] valid_0's poisson: -93.2767
[26] valid_0's poisson: -93.4574
[27] valid_0's poisson: -93.6338
[28] valid_0's poisson: -93.8129
[29] valid_0's poisson: -93.9841
[30] valid_0's poisson: -94.1518
[31] valid_0's poisson: -94.3159
[32] valid_0's poisson: -94.4827
[33] valid_0's poisson: -94.6436
[34] valid_0's poisson: -94.799
[35] valid_0's poisson: -94.9529
[36] valid_0's poisson: -95.1089
[37] valid_0's poisson: -95.2569
[38] valid_0's poisson: -95.4048
[39] valid_0's poisson: -95.5474
[40] valid_0's poisson: -95.6933
[41] valid_0's poisson: -95.8336
[42] valid_0's poisson: -95.9718
[43] valid_0's poisson: -96.1069
[44] valid_0's poisson: -96.244
[45] valid_0's poisson: -96.3732
[46] valid_0's poisson: -96.5038
[47] valid_0's poisson: -96.6299
[48] valid_0's poisson: -96.7604
[49] valid_0's poisson: -96.8836
[50] valid_0's poisson: -97.0055
[51] valid_0's poisson: -97.1298
[52] valid_0's poisson: -97.2474
[53] valid_0's poisson: -97.3637
[54] valid_0's poisson: -97.4827
[55] valid_0's poisson: -97.5953
[56] valid_0's poisson: -97.7071
[57] valid_0's poisson: -97.8213
[58] valid_0's poisson: -97.932
[59] valid_0's poisson: -98.0394
[60] valid_0's poisson: -98.1452
[61] valid_0's poisson: -98.2527
[62] valid_0's poisson: -98.3554
[63] valid_0's poisson: -98.4564
[64] valid_0's poisson: -98.5591
[65] valid_0's poisson: -98.6598
[66] valid_0's poisson: -98.7576
[67] valid_0's poisson: -98.8569
[68] valid_0's poisson: -98.9514
[69] valid_0's poisson: -99.0466
[70] valid_0's poisson: -99.1407
[71] valid_0's poisson: -99.236
[72] valid_0's poisson: -99.3261
[73] valid_0's poisson: -99.4191
[74] valid_0's poisson: -99.5081
[75] valid_0's poisson: -99.5947
[76] valid_0's poisson: -99.6837
[77] valid_0's poisson: -99.7692
[78] valid_0's poisson: -99.8534
[79] valid_0's poisson: -99.9349
[80] valid_0's poisson: -100.02
[81] valid_0's poisson: -100.101
[82] valid_0's poisson: -100.181
[83] valid_0's poisson: -100.259
[84] valid_0's poisson: -100.336
[85] valid_0's poisson: -100.414
[86] valid_0's poisson: -100.489
[87] valid_0's poisson: -100.565
[88] valid_0's poisson: -100.639
[89] valid_0's poisson: -100.711
[90] valid_0's poisson: -100.785
[91] valid_0's poisson: -100.857
[92] valid_0's poisson: -100.927
[93] valid_0's poisson: -100.997
[94] valid_0's poisson: -101.067
[95] valid_0's poisson: -101.134
[96] valid_0's poisson: -101.202
[97] valid_0's poisson: -101.268
[98] valid_0's poisson: -101.333
[99] valid_0's poisson: -101.402
[100] valid_0's poisson: -101.466
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.5015
[2] valid_0's poisson: -87.8171
[3] valid_0's poisson: -88.1241
[4] valid_0's poisson: -88.4241
[5] valid_0's poisson: -88.7157
[6] valid_0's poisson: -88.9989
[7] valid_0's poisson: -89.2752
[8] valid_0's poisson: -89.5522
[9] valid_0's poisson: -89.8157
[10] valid_0's poisson: -90.07
[11] valid_0's poisson: -90.3198
[12] valid_0's poisson: -90.5638
[13] valid_0's poisson: -90.8061
[14] valid_0's poisson: -91.0376
[15] valid_0's poisson: -91.2659
[16] valid_0's poisson: -91.4886
[17] valid_0's poisson: -91.7144
[18] valid_0's poisson: -91.9282
[19] valid_0's poisson: -92.1361
[20] valid_0's poisson: -92.3389
[21] valid_0's poisson: -92.5396
[22] valid_0's poisson: -92.7408
[23] valid_0's poisson: -92.9312
[24] valid_0's poisson: -93.1197
[25] valid_0's poisson: -93.3043
[26] valid_0's poisson: -93.4909
[27] valid_0's poisson: -93.6696
[28] valid_0's poisson: -93.8431
[29] valid_0's poisson: -94.0195
[30] valid_0's poisson: -94.1862
[31] valid_0's poisson: -94.3512
[32] valid_0's poisson: -94.5141
[33] valid_0's poisson: -94.6785
[34] valid_0's poisson: -94.8344
[35] valid_0's poisson: -94.9883
[36] valid_0's poisson: -95.1402
[37] valid_0's poisson: -95.2938
[38] valid_0's poisson: -95.4416
[39] valid_0's poisson: -95.5875
[40] valid_0's poisson: -95.7313
[41] valid_0's poisson: -95.8752
[42] valid_0's poisson: -96.0122
[43] valid_0's poisson: -96.149
[44] valid_0's poisson: -96.2835
[45] valid_0's poisson: -96.4185
[46] valid_0's poisson: -96.5484
[47] valid_0's poisson: -96.6764
[48] valid_0's poisson: -96.8073
[49] valid_0's poisson: -96.9319
[50] valid_0's poisson: -97.0547
[51] valid_0's poisson: -97.1798
[52] valid_0's poisson: -97.2995
[53] valid_0's poisson: -97.4166
[54] valid_0's poisson: -97.5327
[55] valid_0's poisson: -97.6506
[56] valid_0's poisson: -97.7635
[57] valid_0's poisson: -97.8744
[58] valid_0's poisson: -97.984
[59] valid_0's poisson: -98.0964
[60] valid_0's poisson: -98.2035
[61] valid_0's poisson: -98.3086
[62] valid_0's poisson: -98.4113
[63] valid_0's poisson: -98.5125
[64] valid_0's poisson: -98.6158
[65] valid_0's poisson: -98.7161
[66] valid_0's poisson: -98.8135
[67] valid_0's poisson: -98.9125
[68] valid_0's poisson: -99.0071
[69] valid_0's poisson: -99.1004
[70] valid_0's poisson: -99.1977
[71] valid_0's poisson: -99.2888
[72] valid_0's poisson: -99.3789
[73] valid_0's poisson: -99.4722
[74] valid_0's poisson: -99.5605
[75] valid_0's poisson: -99.6463
[76] valid_0's poisson: -99.7327
[77] valid_0's poisson: -99.8215
[78] valid_0's poisson: -99.9051
[79] valid_0's poisson: -99.9867
[80] valid_0's poisson: -100.072
[81] valid_0's poisson: -100.153
[82] valid_0's poisson: -100.231
[83] valid_0's poisson: -100.313
[84] valid_0's poisson: -100.391
[85] valid_0's poisson: -100.467
[86] valid_0's poisson: -100.543
[87] valid_0's poisson: -100.618
[88] valid_0's poisson: -100.692
[89] valid_0's poisson: -100.764
[90] valid_0's poisson: -100.838
[91] valid_0's poisson: -100.91
[92] valid_0's poisson: -100.98
[93] valid_0's poisson: -101.049
[94] valid_0's poisson: -101.118
[95] valid_0's poisson: -101.186
[96] valid_0's poisson: -101.253
[97] valid_0's poisson: -101.32
[98] valid_0's poisson: -101.39
[99] valid_0's poisson: -101.454
[100] valid_0's poisson: -101.518
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.4847
[2] valid_0's poisson: -87.7962
[3] valid_0's poisson: -88.0986
[4] valid_0's poisson: -88.3925
[5] valid_0's poisson: -88.6783
[6] valid_0's poisson: -88.958
[7] valid_0's poisson: -89.2304
[8] valid_0's poisson: -89.4963
[9] valid_0's poisson: -89.7543
[10] valid_0's poisson: -90.008
[11] valid_0's poisson: -90.2552
[12] valid_0's poisson: -90.4944
[13] valid_0's poisson: -90.7394
[14] valid_0's poisson: -90.9693
[15] valid_0's poisson: -91.1948
[16] valid_0's poisson: -91.4147
[17] valid_0's poisson: -91.6391
[18] valid_0's poisson: -91.8504
[19] valid_0's poisson: -92.0564
[20] valid_0's poisson: -92.259
[21] valid_0's poisson: -92.4571
[22] valid_0's poisson: -92.6597
[23] valid_0's poisson: -92.8495
[24] valid_0's poisson: -93.0355
[25] valid_0's poisson: -93.2179
[26] valid_0's poisson: -93.405
[27] valid_0's poisson: -93.5814
[28] valid_0's poisson: -93.7537
[29] valid_0's poisson: -93.9308
[30] valid_0's poisson: -94.0981
[31] valid_0's poisson: -94.2619
[32] valid_0's poisson: -94.4225
[33] valid_0's poisson: -94.5819
[34] valid_0's poisson: -94.7371
[35] valid_0's poisson: -94.8969
[36] valid_0's poisson: -95.0481
[37] valid_0's poisson: -95.1952
[38] valid_0's poisson: -95.3406
[39] valid_0's poisson: -95.483
[40] valid_0's poisson: -95.6307
[41] valid_0's poisson: -95.7689
[42] valid_0's poisson: -95.9051
[43] valid_0's poisson: -96.0395
[44] valid_0's poisson: -96.1712
[45] valid_0's poisson: -96.3069
[46] valid_0's poisson: -96.4352
[47] valid_0's poisson: -96.5623
[48] valid_0's poisson: -96.688
[49] valid_0's poisson: -96.8166
[50] valid_0's poisson: -96.9385
[51] valid_0's poisson: -97.0574
[52] valid_0's poisson: -97.1757
[53] valid_0's poisson: -97.2975
[54] valid_0's poisson: -97.4131
[55] valid_0's poisson: -97.5267
[56] valid_0's poisson: -97.6373
[57] valid_0's poisson: -97.7525
[58] valid_0's poisson: -97.8622
[59] valid_0's poisson: -97.9701
[60] valid_0's poisson: -98.0801
[61] valid_0's poisson: -98.1849
[62] valid_0's poisson: -98.2885
[63] valid_0's poisson: -98.3947
[64] valid_0's poisson: -98.4952
[65] valid_0's poisson: -98.5982
[66] valid_0's poisson: -98.6959
[67] valid_0's poisson: -98.7921
[68] valid_0's poisson: -98.8906
[69] valid_0's poisson: -98.9839
[70] valid_0's poisson: -99.0758
[71] valid_0's poisson: -99.1706
[72] valid_0's poisson: -99.2599
[73] valid_0's poisson: -99.349
[74] valid_0's poisson: -99.4406
[75] valid_0's poisson: -99.5274
[76] valid_0's poisson: -99.6131
[77] valid_0's poisson: -99.7027
[78] valid_0's poisson: -99.787
[79] valid_0's poisson: -99.8706
[80] valid_0's poisson: -99.9511
[81] valid_0's poisson: -100.036
[82] valid_0's poisson: -100.116
[83] valid_0's poisson: -100.199
[84] valid_0's poisson: -100.277
[85] valid_0's poisson: -100.353
[86] valid_0's poisson: -100.433
[87] valid_0's poisson: -100.507
[88] valid_0's poisson: -100.586
[89] valid_0's poisson: -100.659
[90] valid_0's poisson: -100.733
[91] valid_0's poisson: -100.805
[92] valid_0's poisson: -100.875
[93] valid_0's poisson: -100.946
[94] valid_0's poisson: -101.016
[95] valid_0's poisson: -101.084
[96] valid_0's poisson: -101.152
[97] valid_0's poisson: -101.219
[98] valid_0's poisson: -101.286
[99] valid_0's poisson: -101.35
[100] valid_0's poisson: -101.415
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -100.047
[2] valid_0's poisson: -103.481
[3] valid_0's poisson: -105.221
[4] valid_0's poisson: -106.189
[5] valid_0's poisson: -106.802
[6] valid_0's poisson: -107.115
[7] valid_0's poisson: -107.426
[8] valid_0's poisson: -107.868
[9] valid_0's poisson: -107.994
[10] valid_0's poisson: -108.136
[11] valid_0's poisson: -108.214
[12] valid_0's poisson: -108.286
[13] valid_0's poisson: -108.364
[14] valid_0's poisson: -108.522
[15] valid_0's poisson: -108.655
[16] valid_0's poisson: -108.825
[17] valid_0's poisson: -108.853
[18] valid_0's poisson: -108.884
[19] valid_0's poisson: -108.906
[20] valid_0's poisson: -108.93
[21] valid_0's poisson: -108.948
[22] valid_0's poisson: -108.963
[23] valid_0's poisson: -109.023
[24] valid_0's poisson: -109.089
[25] valid_0's poisson: -109.094
[26] valid_0's poisson: -109.1
[27] valid_0's poisson: -109.126
[28] valid_0's poisson: -109.152
[29] valid_0's poisson: -109.196
[30] valid_0's poisson: -109.211
[31] valid_0's poisson: -109.22
[32] valid_0's poisson: -109.238
[33] valid_0's poisson: -109.281
[34] valid_0's poisson: -109.286
[35] valid_0's poisson: -109.298
[36] valid_0's poisson: -109.302
[37] valid_0's poisson: -109.317
[38] valid_0's poisson: -109.317
[39] valid_0's poisson: -109.31
[40] valid_0's poisson: -109.331
[41] valid_0's poisson: -109.344
[42] valid_0's poisson: -109.345
[43] valid_0's poisson: -109.348
[44] valid_0's poisson: -109.355
[45] valid_0's poisson: -109.373
[46] valid_0's poisson: -109.376
[47] valid_0's poisson: -109.38
[48] valid_0's poisson: -109.386
[49] valid_0's poisson: -109.391
[50] valid_0's poisson: -109.42
[51] valid_0's poisson: -109.44
[52] valid_0's poisson: -109.456
[53] valid_0's poisson: -109.473
[54] valid_0's poisson: -109.466
[55] valid_0's poisson: -109.47
[56] valid_0's poisson: -109.484
[57] valid_0's poisson: -109.489
[58] valid_0's poisson: -109.489
[59] valid_0's poisson: -109.494
[60] valid_0's poisson: -109.492
[61] valid_0's poisson: -109.485
[62] valid_0's poisson: -109.489
[63] valid_0's poisson: -109.486
[64] valid_0's poisson: -109.496
[65] valid_0's poisson: -109.492
[66] valid_0's poisson: -109.498
[67] valid_0's poisson: -109.5
[68] valid_0's poisson: -109.502
[69] valid_0's poisson: -109.5
[70] valid_0's poisson: -109.495
[71] valid_0's poisson: -109.504
[72] valid_0's poisson: -109.507
[73] valid_0's poisson: -109.512
[74] valid_0's poisson: -109.516
[75] valid_0's poisson: -109.518
[76] valid_0's poisson: -109.516
[77] valid_0's poisson: -109.519
[78] valid_0's poisson: -109.527
[79] valid_0's poisson: -109.524
[80] valid_0's poisson: -109.527
[81] valid_0's poisson: -109.533
[82] valid_0's poisson: -109.53
[83] valid_0's poisson: -109.533
[84] valid_0's poisson: -109.536
[85] valid_0's poisson: -109.536
[86] valid_0's poisson: -109.534
[87] valid_0's poisson: -109.53
[88] valid_0's poisson: -109.54
[89] valid_0's poisson: -109.541
[90] valid_0's poisson: -109.543
[91] valid_0's poisson: -109.544
[92] valid_0's poisson: -109.548
[93] valid_0's poisson: -109.548
[94] valid_0's poisson: -109.549
[95] valid_0's poisson: -109.558
[96] valid_0's poisson: -109.557
[97] valid_0's poisson: -109.556
[98] valid_0's poisson: -109.555
[99] valid_0's poisson: -109.557
[100] valid_0's poisson: -109.556
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.8462
[2] valid_0's poisson: -102.694
[3] valid_0's poisson: -104.772
[4] valid_0's poisson: -105.871
[5] valid_0's poisson: -106.598
[6] valid_0's poisson: -107.06
[7] valid_0's poisson: -107.507
[8] valid_0's poisson: -107.722
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.009
[11] valid_0's poisson: -108.178
[12] valid_0's poisson: -108.288
[13] valid_0's poisson: -108.386
[14] valid_0's poisson: -108.442
[15] valid_0's poisson: -108.518
[16] valid_0's poisson: -108.531
[17] valid_0's poisson: -108.615
[18] valid_0's poisson: -108.723
[19] valid_0's poisson: -108.804
[20] valid_0's poisson: -108.812
[21] valid_0's poisson: -108.833
[22] valid_0's poisson: -108.914
[23] valid_0's poisson: -108.938
[24] valid_0's poisson: -108.98
[25] valid_0's poisson: -108.986
[26] valid_0's poisson: -109.001
[27] valid_0's poisson: -109.01
[28] valid_0's poisson: -109.09
[29] valid_0's poisson: -109.105
[30] valid_0's poisson: -109.195
[31] valid_0's poisson: -109.202
[32] valid_0's poisson: -109.2
[33] valid_0's poisson: -109.219
[34] valid_0's poisson: -109.226
[35] valid_0's poisson: -109.249
[36] valid_0's poisson: -109.268
[37] valid_0's poisson: -109.283
[38] valid_0's poisson: -109.302
[39] valid_0's poisson: -109.303
[40] valid_0's poisson: -109.308
[41] valid_0's poisson: -109.319
[42] valid_0's poisson: -109.323
[43] valid_0's poisson: -109.332
[44] valid_0's poisson: -109.339
[45] valid_0's poisson: -109.345
[46] valid_0's poisson: -109.358
[47] valid_0's poisson: -109.361
[48] valid_0's poisson: -109.364
[49] valid_0's poisson: -109.367
[50] valid_0's poisson: -109.374
[51] valid_0's poisson: -109.365
[52] valid_0's poisson: -109.371
[53] valid_0's poisson: -109.374
[54] valid_0's poisson: -109.376
[55] valid_0's poisson: -109.374
[56] valid_0's poisson: -109.373
[57] valid_0's poisson: -109.371
[58] valid_0's poisson: -109.373
[59] valid_0's poisson: -109.38
[60] valid_0's poisson: -109.391
[61] valid_0's poisson: -109.397
[62] valid_0's poisson: -109.408
[63] valid_0's poisson: -109.41
[64] valid_0's poisson: -109.421
[65] valid_0's poisson: -109.42
[66] valid_0's poisson: -109.419
[67] valid_0's poisson: -109.421
[68] valid_0's poisson: -109.418
[69] valid_0's poisson: -109.42
[70] valid_0's poisson: -109.434
[71] valid_0's poisson: -109.435
[72] valid_0's poisson: -109.437
[73] valid_0's poisson: -109.44
[74] valid_0's poisson: -109.442
[75] valid_0's poisson: -109.446
[76] valid_0's poisson: -109.447
[77] valid_0's poisson: -109.462
[78] valid_0's poisson: -109.483
[79] valid_0's poisson: -109.481
[80] valid_0's poisson: -109.485
[81] valid_0's poisson: -109.487
[82] valid_0's poisson: -109.485
[83] valid_0's poisson: -109.487
[84] valid_0's poisson: -109.495
[85] valid_0's poisson: -109.515
[86] valid_0's poisson: -109.518
[87] valid_0's poisson: -109.52
[88] valid_0's poisson: -109.521
[89] valid_0's poisson: -109.526
[90] valid_0's poisson: -109.53
[91] valid_0's poisson: -109.527
[92] valid_0's poisson: -109.529
[93] valid_0's poisson: -109.531
[94] valid_0's poisson: -109.532
[95] valid_0's poisson: -109.529
[96] valid_0's poisson: -109.533
[97] valid_0's poisson: -109.532
[98] valid_0's poisson: -109.532
[99] valid_0's poisson: -109.531
[100] valid_0's poisson: -109.537
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.989
[2] valid_0's poisson: -103.127
[3] valid_0's poisson: -104.849
[4] valid_0's poisson: -105.816
[5] valid_0's poisson: -106.458
[6] valid_0's poisson: -106.921
[7] valid_0's poisson: -107.183
[8] valid_0's poisson: -107.334
[9] valid_0's poisson: -107.437
[10] valid_0's poisson: -107.636
[11] valid_0's poisson: -108.245
[12] valid_0's poisson: -108.474
[13] valid_0's poisson: -108.558
[14] valid_0's poisson: -108.596
[15] valid_0's poisson: -108.662
[16] valid_0's poisson: -108.718
[17] valid_0's poisson: -108.757
[18] valid_0's poisson: -108.845
[19] valid_0's poisson: -108.92
[20] valid_0's poisson: -108.934
[21] valid_0's poisson: -108.955
[22] valid_0's poisson: -109.004
[23] valid_0's poisson: -109.058
[24] valid_0's poisson: -109.088
[25] valid_0's poisson: -109.09
[26] valid_0's poisson: -109.112
[27] valid_0's poisson: -109.123
[28] valid_0's poisson: -109.158
[29] valid_0's poisson: -109.158
[30] valid_0's poisson: -109.213
[31] valid_0's poisson: -109.217
[32] valid_0's poisson: -109.226
[33] valid_0's poisson: -109.253
[34] valid_0's poisson: -109.268
[35] valid_0's poisson: -109.282
[36] valid_0's poisson: -109.296
[37] valid_0's poisson: -109.299
[38] valid_0's poisson: -109.297
[39] valid_0's poisson: -109.298
[40] valid_0's poisson: -109.298
[41] valid_0's poisson: -109.312
[42] valid_0's poisson: -109.319
[43] valid_0's poisson: -109.316
[44] valid_0's poisson: -109.318
[45] valid_0's poisson: -109.36
[46] valid_0's poisson: -109.358
[47] valid_0's poisson: -109.359
[48] valid_0's poisson: -109.369
[49] valid_0's poisson: -109.371
[50] valid_0's poisson: -109.373
[51] valid_0's poisson: -109.377
[52] valid_0's poisson: -109.377
[53] valid_0's poisson: -109.382
[54] valid_0's poisson: -109.377
[55] valid_0's poisson: -109.387
[56] valid_0's poisson: -109.392
[57] valid_0's poisson: -109.406
[58] valid_0's poisson: -109.408
[59] valid_0's poisson: -109.402
[60] valid_0's poisson: -109.399
[61] valid_0's poisson: -109.404
[62] valid_0's poisson: -109.41
[63] valid_0's poisson: -109.409
[64] valid_0's poisson: -109.42
[65] valid_0's poisson: -109.427
[66] valid_0's poisson: -109.436
[67] valid_0's poisson: -109.439
[68] valid_0's poisson: -109.436
[69] valid_0's poisson: -109.441
[70] valid_0's poisson: -109.441
[71] valid_0's poisson: -109.444
[72] valid_0's poisson: -109.455
[73] valid_0's poisson: -109.458
[74] valid_0's poisson: -109.458
[75] valid_0's poisson: -109.466
[76] valid_0's poisson: -109.465
[77] valid_0's poisson: -109.476
[78] valid_0's poisson: -109.481
[79] valid_0's poisson: -109.478
[80] valid_0's poisson: -109.478
[81] valid_0's poisson: -109.482
[82] valid_0's poisson: -109.474
[83] valid_0's poisson: -109.51
[84] valid_0's poisson: -109.523
[85] valid_0's poisson: -109.526
[86] valid_0's poisson: -109.527
[87] valid_0's poisson: -109.525
[88] valid_0's poisson: -109.534
[89] valid_0's poisson: -109.531
[90] valid_0's poisson: -109.534
[91] valid_0's poisson: -109.533
[92] valid_0's poisson: -109.543
[93] valid_0's poisson: -109.541
[94] valid_0's poisson: -109.544
[95] valid_0's poisson: -109.546
[96] valid_0's poisson: -109.546
[97] valid_0's poisson: -109.554
[98] valid_0's poisson: -109.553
[99] valid_0's poisson: -109.551
[100] valid_0's poisson: -109.554
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -100.013
[2] valid_0's poisson: -103.203
[3] valid_0's poisson: -104.867
[4] valid_0's poisson: -105.841
[5] valid_0's poisson: -106.436
[6] valid_0's poisson: -106.808
[7] valid_0's poisson: -107.522
[8] valid_0's poisson: -107.814
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.225
[11] valid_0's poisson: -108.305
[12] valid_0's poisson: -108.381
[13] valid_0's poisson: -108.477
[14] valid_0's poisson: -108.509
[15] valid_0's poisson: -108.664
[16] valid_0's poisson: -108.735
[17] valid_0's poisson: -108.806
[18] valid_0's poisson: -108.828
[19] valid_0's poisson: -108.928
[20] valid_0's poisson: -108.968
[21] valid_0's poisson: -109.013
[22] valid_0's poisson: -109.036
[23] valid_0's poisson: -109.044
[24] valid_0's poisson: -109.062
[25] valid_0's poisson: -109.071
[26] valid_0's poisson: -109.114
[27] valid_0's poisson: -109.138
[28] valid_0's poisson: -109.166
[29] valid_0's poisson: -109.181
[30] valid_0's poisson: -109.199
[31] valid_0's poisson: -109.23
[32] valid_0's poisson: -109.25
[33] valid_0's poisson: -109.257
[34] valid_0's poisson: -109.269
[35] valid_0's poisson: -109.302
[36] valid_0's poisson: -109.302
[37] valid_0's poisson: -109.315
[38] valid_0's poisson: -109.336
[39] valid_0's poisson: -109.351
[40] valid_0's poisson: -109.37
[41] valid_0's poisson: -109.379
[42] valid_0's poisson: -109.384
[43] valid_0's poisson: -109.398
[44] valid_0's poisson: -109.42
[45] valid_0's poisson: -109.418
[46] valid_0's poisson: -109.421
[47] valid_0's poisson: -109.43
[48] valid_0's poisson: -109.424
[49] valid_0's poisson: -109.422
[50] valid_0's poisson: -109.422
[51] valid_0's poisson: -109.423
[52] valid_0's poisson: -109.442
[53] valid_0's poisson: -109.448
[54] valid_0's poisson: -109.466
[55] valid_0's poisson: -109.466
[56] valid_0's poisson: -109.461
[57] valid_0's poisson: -109.47
[58] valid_0's poisson: -109.468
[59] valid_0's poisson: -109.476
[60] valid_0's poisson: -109.483
[61] valid_0's poisson: -109.488
[62] valid_0's poisson: -109.492
[63] valid_0's poisson: -109.494
[64] valid_0's poisson: -109.496
[65] valid_0's poisson: -109.5
[66] valid_0's poisson: -109.489
[67] valid_0's poisson: -109.496
[68] valid_0's poisson: -109.496
[69] valid_0's poisson: -109.496
[70] valid_0's poisson: -109.503
[71] valid_0's poisson: -109.496
[72] valid_0's poisson: -109.5
[73] valid_0's poisson: -109.502
[74] valid_0's poisson: -109.506
[75] valid_0's poisson: -109.508
[76] valid_0's poisson: -109.511
[77] valid_0's poisson: -109.531
[78] valid_0's poisson: -109.537
[79] valid_0's poisson: -109.552
[80] valid_0's poisson: -109.556
[81] valid_0's poisson: -109.559
[82] valid_0's poisson: -109.565
[83] valid_0's poisson: -109.565
[84] valid_0's poisson: -109.559
[85] valid_0's poisson: -109.563
[86] valid_0's poisson: -109.565
[87] valid_0's poisson: -109.571
[88] valid_0's poisson: -109.566
[89] valid_0's poisson: -109.568
[90] valid_0's poisson: -109.562
[91] valid_0's poisson: -109.566
[92] valid_0's poisson: -109.569
[93] valid_0's poisson: -109.57
[94] valid_0's poisson: -109.563
[95] valid_0's poisson: -109.565
[96] valid_0's poisson: -109.564
[97] valid_0's poisson: -109.573
[98] valid_0's poisson: -109.57
[99] valid_0's poisson: -109.567
[100] valid_0's poisson: -109.566
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -100.006
[2] valid_0's poisson: -103.183
[3] valid_0's poisson: -104.915
[4] valid_0's poisson: -105.848
[5] valid_0's poisson: -106.835
[6] valid_0's poisson: -107.238
[7] valid_0's poisson: -107.458
[8] valid_0's poisson: -107.669
[9] valid_0's poisson: -107.759
[10] valid_0's poisson: -107.892
[11] valid_0's poisson: -108.092
[12] valid_0's poisson: -108.217
[13] valid_0's poisson: -108.421
[14] valid_0's poisson: -108.542
[15] valid_0's poisson: -108.613
[16] valid_0's poisson: -108.672
[17] valid_0's poisson: -108.712
[18] valid_0's poisson: -108.791
[19] valid_0's poisson: -108.856
[20] valid_0's poisson: -108.891
[21] valid_0's poisson: -108.944
[22] valid_0's poisson: -108.988
[23] valid_0's poisson: -109.021
[24] valid_0's poisson: -109.032
[25] valid_0's poisson: -109.059
[26] valid_0's poisson: -109.085
[27] valid_0's poisson: -109.093
[28] valid_0's poisson: -109.101
[29] valid_0's poisson: -109.119
[30] valid_0's poisson: -109.121
[31] valid_0's poisson: -109.131
[32] valid_0's poisson: -109.146
[33] valid_0's poisson: -109.165
[34] valid_0's poisson: -109.164
[35] valid_0's poisson: -109.176
[36] valid_0's poisson: -109.186
[37] valid_0's poisson: -109.207
[38] valid_0's poisson: -109.208
[39] valid_0's poisson: -109.226
[40] valid_0's poisson: -109.227
[41] valid_0's poisson: -109.243
[42] valid_0's poisson: -109.262
[43] valid_0's poisson: -109.283
[44] valid_0's poisson: -109.288
[45] valid_0's poisson: -109.292
[46] valid_0's poisson: -109.298
[47] valid_0's poisson: -109.294
[48] valid_0's poisson: -109.297
[49] valid_0's poisson: -109.308
[50] valid_0's poisson: -109.324
[51] valid_0's poisson: -109.322
[52] valid_0's poisson: -109.327
[53] valid_0's poisson: -109.328
[54] valid_0's poisson: -109.328
[55] valid_0's poisson: -109.333
[56] valid_0's poisson: -109.331
[57] valid_0's poisson: -109.333
[58] valid_0's poisson: -109.334
[59] valid_0's poisson: -109.367
[60] valid_0's poisson: -109.377
[61] valid_0's poisson: -109.376
[62] valid_0's poisson: -109.374
[63] valid_0's poisson: -109.401
[64] valid_0's poisson: -109.402
[65] valid_0's poisson: -109.405
[66] valid_0's poisson: -109.419
[67] valid_0's poisson: -109.421
[68] valid_0's poisson: -109.425
[69] valid_0's poisson: -109.428
[70] valid_0's poisson: -109.446
[71] valid_0's poisson: -109.447
[72] valid_0's poisson: -109.447
[73] valid_0's poisson: -109.451
[74] valid_0's poisson: -109.453
[75] valid_0's poisson: -109.452
[76] valid_0's poisson: -109.448
[77] valid_0's poisson: -109.457
[78] valid_0's poisson: -109.456
[79] valid_0's poisson: -109.455
[80] valid_0's poisson: -109.457
[81] valid_0's poisson: -109.461
[82] valid_0's poisson: -109.464
[83] valid_0's poisson: -109.468
[84] valid_0's poisson: -109.469
[85] valid_0's poisson: -109.467
[86] valid_0's poisson: -109.477
[87] valid_0's poisson: -109.482
[88] valid_0's poisson: -109.486
[89] valid_0's poisson: -109.49
[90] valid_0's poisson: -109.491
[91] valid_0's poisson: -109.496
[92] valid_0's poisson: -109.499
[93] valid_0's poisson: -109.502
[94] valid_0's poisson: -109.501
[95] valid_0's poisson: -109.5
[96] valid_0's poisson: -109.506
[97] valid_0's poisson: -109.51
[98] valid_0's poisson: -109.511
[99] valid_0's poisson: -109.511
[100] valid_0's poisson: -109.514
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -88.5448
[2] valid_0's poisson: -89.75
[3] valid_0's poisson: -90.8522
[4] valid_0's poisson: -91.8349
[5] valid_0's poisson: -92.7298
[6] valid_0's poisson: -93.5538
[7] valid_0's poisson: -94.3198
[8] valid_0's poisson: -95.0283
[9] valid_0's poisson: -95.6919
[10] valid_0's poisson: -96.3076
[11] valid_0's poisson: -96.8805
[12] valid_0's poisson: -97.4244
[13] valid_0's poisson: -97.9337
[14] valid_0's poisson: -98.4079
[15] valid_0's poisson: -98.8563
[16] valid_0's poisson: -99.2787
[17] valid_0's poisson: -99.6784
[18] valid_0's poisson: -100.059
[19] valid_0's poisson: -100.413
[20] valid_0's poisson: -100.755
[21] valid_0's poisson: -101.073
[22] valid_0's poisson: -101.375
[23] valid_0's poisson: -101.66
[24] valid_0's poisson: -101.936
[25] valid_0's poisson: -102.202
[26] valid_0's poisson: -102.453
[27] valid_0's poisson: -102.693
[28] valid_0's poisson: -102.932
[29] valid_0's poisson: -103.155
[30] valid_0's poisson: -103.365
[31] valid_0's poisson: -103.573
[32] valid_0's poisson: -103.762
[33] valid_0's poisson: -103.95
[34] valid_0's poisson: -104.132
[35] valid_0's poisson: -104.305
[36] valid_0's poisson: -104.473
[37] valid_0's poisson: -104.632
[38] valid_0's poisson: -104.779
[39] valid_0's poisson: -104.931
[40] valid_0's poisson: -105.072
[41] valid_0's poisson: -105.212
[42] valid_0's poisson: -105.342
[43] valid_0's poisson: -105.471
[44] valid_0's poisson: -105.587
[45] valid_0's poisson: -105.703
[46] valid_0's poisson: -105.831
[47] valid_0's poisson: -105.94
[48] valid_0's poisson: -106.044
[49] valid_0's poisson: -106.142
[50] valid_0's poisson: -106.251
[51] valid_0's poisson: -106.343
[52] valid_0's poisson: -106.433
[53] valid_0's poisson: -106.524
[54] valid_0's poisson: -106.608
[55] valid_0's poisson: -106.682
[56] valid_0's poisson: -106.768
[57] valid_0's poisson: -106.843
[58] valid_0's poisson: -106.914
[59] valid_0's poisson: -106.991
[60] valid_0's poisson: -107.056
[61] valid_0's poisson: -107.121
[62] valid_0's poisson: -107.181
[63] valid_0's poisson: -107.241
[64] valid_0's poisson: -107.297
[65] valid_0's poisson: -107.358
[66] valid_0's poisson: -107.411
[67] valid_0's poisson: -107.467
[68] valid_0's poisson: -107.521
[69] valid_0's poisson: -107.571
[70] valid_0's poisson: -107.62
[71] valid_0's poisson: -107.665
[72] valid_0's poisson: -107.71
[73] valid_0's poisson: -107.753
[74] valid_0's poisson: -107.793
[75] valid_0's poisson: -107.832
[76] valid_0's poisson: -107.875
[77] valid_0's poisson: -107.916
[78] valid_0's poisson: -107.953
[79] valid_0's poisson: -107.985
[80] valid_0's poisson: -108.017
[81] valid_0's poisson: -108.052
[82] valid_0's poisson: -108.086
[83] valid_0's poisson: -108.116
[84] valid_0's poisson: -108.145
[85] valid_0's poisson: -108.175
[86] valid_0's poisson: -108.202
[87] valid_0's poisson: -108.233
[88] valid_0's poisson: -108.257
[89] valid_0's poisson: -108.281
[90] valid_0's poisson: -108.305
[91] valid_0's poisson: -108.328
[92] valid_0's poisson: -108.35
[93] valid_0's poisson: -108.373
[94] valid_0's poisson: -108.399
[95] valid_0's poisson: -108.418
[96] valid_0's poisson: -108.444
[97] valid_0's poisson: -108.467
[98] valid_0's poisson: -108.488
[99] valid_0's poisson: -108.503
[100] valid_0's poisson: -108.521
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -88.5596
[2] valid_0's poisson: -89.8192
[3] valid_0's poisson: -90.9299
[4] valid_0's poisson: -91.9354
[5] valid_0's poisson: -92.8519
[6] valid_0's poisson: -93.6847
[7] valid_0's poisson: -94.4564
[8] valid_0's poisson: -95.1602
[9] valid_0's poisson: -95.8231
[10] valid_0's poisson: -96.4395
[11] valid_0's poisson: -97.0182
[12] valid_0's poisson: -97.5538
[13] valid_0's poisson: -98.0614
[14] valid_0's poisson: -98.5349
[15] valid_0's poisson: -98.9831
[16] valid_0's poisson: -99.411
[17] valid_0's poisson: -99.8054
[18] valid_0's poisson: -100.178
[19] valid_0's poisson: -100.536
[20] valid_0's poisson: -100.867
[21] valid_0's poisson: -101.18
[22] valid_0's poisson: -101.477
[23] valid_0's poisson: -101.767
[24] valid_0's poisson: -102.048
[25] valid_0's poisson: -102.304
[26] valid_0's poisson: -102.555
[27] valid_0's poisson: -102.789
[28] valid_0's poisson: -103.018
[29] valid_0's poisson: -103.235
[30] valid_0's poisson: -103.45
[31] valid_0's poisson: -103.655
[32] valid_0's poisson: -103.848
[33] valid_0's poisson: -104.036
[34] valid_0's poisson: -104.212
[35] valid_0's poisson: -104.384
[36] valid_0's poisson: -104.549
[37] valid_0's poisson: -104.707
[38] valid_0's poisson: -104.857
[39] valid_0's poisson: -104.995
[40] valid_0's poisson: -105.134
[41] valid_0's poisson: -105.27
[42] valid_0's poisson: -105.396
[43] valid_0's poisson: -105.523
[44] valid_0's poisson: -105.642
[45] valid_0's poisson: -105.758
[46] valid_0's poisson: -105.869
[47] valid_0's poisson: -105.982
[48] valid_0's poisson: -106.083
[49] valid_0's poisson: -106.188
[50] valid_0's poisson: -106.284
[51] valid_0's poisson: -106.376
[52] valid_0's poisson: -106.478
[53] valid_0's poisson: -106.558
[54] valid_0's poisson: -106.652
[55] valid_0's poisson: -106.727
[56] valid_0's poisson: -106.806
[57] valid_0's poisson: -106.88
[58] valid_0's poisson: -106.948
[59] valid_0's poisson: -107.016
[60] valid_0's poisson: -107.083
[61] valid_0's poisson: -107.144
[62] valid_0's poisson: -107.205
[63] valid_0's poisson: -107.266
[64] valid_0's poisson: -107.326
[65] valid_0's poisson: -107.381
[66] valid_0's poisson: -107.439
[67] valid_0's poisson: -107.495
[68] valid_0's poisson: -107.545
[69] valid_0's poisson: -107.6
[70] valid_0's poisson: -107.648
[71] valid_0's poisson: -107.691
[72] valid_0's poisson: -107.74
[73] valid_0's poisson: -107.78
[74] valid_0's poisson: -107.82
[75] valid_0's poisson: -107.861
[76] valid_0's poisson: -107.896
[77] valid_0's poisson: -107.935
[78] valid_0's poisson: -107.973
[79] valid_0's poisson: -108.004
[80] valid_0's poisson: -108.045
[81] valid_0's poisson: -108.075
[82] valid_0's poisson: -108.108
[83] valid_0's poisson: -108.137
[84] valid_0's poisson: -108.169
[85] valid_0's poisson: -108.2
[86] valid_0's poisson: -108.226
[87] valid_0's poisson: -108.254
[88] valid_0's poisson: -108.283
[89] valid_0's poisson: -108.311
[90] valid_0's poisson: -108.334
[91] valid_0's poisson: -108.355
[92] valid_0's poisson: -108.378
[93] valid_0's poisson: -108.4
[94] valid_0's poisson: -108.419
[95] valid_0's poisson: -108.436
[96] valid_0's poisson: -108.454
[97] valid_0's poisson: -108.479
[98] valid_0's poisson: -108.495
[99] valid_0's poisson: -108.514
[100] valid_0's poisson: -108.535
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -88.5689
[2] valid_0's poisson: -89.7893
[3] valid_0's poisson: -90.8883
[4] valid_0's poisson: -91.8919
[5] valid_0's poisson: -92.7979
[6] valid_0's poisson: -93.6271
[7] valid_0's poisson: -94.3985
[8] valid_0's poisson: -95.1087
[9] valid_0's poisson: -95.7656
[10] valid_0's poisson: -96.3838
[11] valid_0's poisson: -96.9563
[12] valid_0's poisson: -97.501
[13] valid_0's poisson: -98.0096
[14] valid_0's poisson: -98.4875
[15] valid_0's poisson: -98.9482
[16] valid_0's poisson: -99.3716
[17] valid_0's poisson: -99.7737
[18] valid_0's poisson: -100.147
[19] valid_0's poisson: -100.501
[20] valid_0's poisson: -100.831
[21] valid_0's poisson: -101.156
[22] valid_0's poisson: -101.459
[23] valid_0's poisson: -101.747
[24] valid_0's poisson: -102.02
[25] valid_0's poisson: -102.286
[26] valid_0's poisson: -102.528
[27] valid_0's poisson: -102.77
[28] valid_0's poisson: -103.003
[29] valid_0's poisson: -103.231
[30] valid_0's poisson: -103.441
[31] valid_0's poisson: -103.641
[32] valid_0's poisson: -103.841
[33] valid_0's poisson: -104.024
[34] valid_0's poisson: -104.199
[35] valid_0's poisson: -104.365
[36] valid_0's poisson: -104.533
[37] valid_0's poisson: -104.694
[38] valid_0's poisson: -104.849
[39] valid_0's poisson: -104.997
[40] valid_0's poisson: -105.139
[41] valid_0's poisson: -105.274
[42] valid_0's poisson: -105.403
[43] valid_0's poisson: -105.527
[44] valid_0's poisson: -105.643
[45] valid_0's poisson: -105.766
[46] valid_0's poisson: -105.877
[47] valid_0's poisson: -105.982
[48] valid_0's poisson: -106.086
[49] valid_0's poisson: -106.189
[50] valid_0's poisson: -106.286
[51] valid_0's poisson: -106.381
[52] valid_0's poisson: -106.473
[53] valid_0's poisson: -106.553
[54] valid_0's poisson: -106.638
[55] valid_0's poisson: -106.717
[56] valid_0's poisson: -106.793
[57] valid_0's poisson: -106.866
[58] valid_0's poisson: -106.934
[59] valid_0's poisson: -107.003
[60] valid_0's poisson: -107.073
[61] valid_0's poisson: -107.14
[62] valid_0's poisson: -107.202
[63] valid_0's poisson: -107.269
[64] valid_0's poisson: -107.326
[65] valid_0's poisson: -107.387
[66] valid_0's poisson: -107.439
[67] valid_0's poisson: -107.494
[68] valid_0's poisson: -107.548
[69] valid_0's poisson: -107.595
[70] valid_0's poisson: -107.649
[71] valid_0's poisson: -107.692
[72] valid_0's poisson: -107.736
[73] valid_0's poisson: -107.783
[74] valid_0's poisson: -107.822
[75] valid_0's poisson: -107.863
[76] valid_0's poisson: -107.902
[77] valid_0's poisson: -107.942
[78] valid_0's poisson: -107.981
[79] valid_0's poisson: -108.013
[80] valid_0's poisson: -108.046
[81] valid_0's poisson: -108.078
[82] valid_0's poisson: -108.112
[83] valid_0's poisson: -108.145
[84] valid_0's poisson: -108.174
[85] valid_0's poisson: -108.202
[86] valid_0's poisson: -108.232
[87] valid_0's poisson: -108.258
[88] valid_0's poisson: -108.283
[89] valid_0's poisson: -108.308
[90] valid_0's poisson: -108.332
[91] valid_0's poisson: -108.354
[92] valid_0's poisson: -108.376
[93] valid_0's poisson: -108.402
[94] valid_0's poisson: -108.423
[95] valid_0's poisson: -108.442
[96] valid_0's poisson: -108.461
[97] valid_0's poisson: -108.48
[98] valid_0's poisson: -108.5
[99] valid_0's poisson: -108.516
[100] valid_0's poisson: -108.535
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -88.5888
[2] valid_0's poisson: -89.8313
[3] valid_0's poisson: -90.9342
[4] valid_0's poisson: -91.9275
[5] valid_0's poisson: -92.8389
[6] valid_0's poisson: -93.6744
[7] valid_0's poisson: -94.4424
[8] valid_0's poisson: -95.1518
[9] valid_0's poisson: -95.8109
[10] valid_0's poisson: -96.4293
[11] valid_0's poisson: -96.9989
[12] valid_0's poisson: -97.5424
[13] valid_0's poisson: -98.0529
[14] valid_0's poisson: -98.5289
[15] valid_0's poisson: -98.9764
[16] valid_0's poisson: -99.3963
[17] valid_0's poisson: -99.8048
[18] valid_0's poisson: -100.182
[19] valid_0's poisson: -100.543
[20] valid_0's poisson: -100.882
[21] valid_0's poisson: -101.201
[22] valid_0's poisson: -101.5
[23] valid_0's poisson: -101.782
[24] valid_0's poisson: -102.054
[25] valid_0's poisson: -102.319
[26] valid_0's poisson: -102.563
[27] valid_0's poisson: -102.805
[28] valid_0's poisson: -103.038
[29] valid_0's poisson: -103.255
[30] valid_0's poisson: -103.47
[31] valid_0's poisson: -103.675
[32] valid_0's poisson: -103.867
[33] valid_0's poisson: -104.058
[34] valid_0's poisson: -104.239
[35] valid_0's poisson: -104.41
[36] valid_0's poisson: -104.578
[37] valid_0's poisson: -104.738
[38] valid_0's poisson: -104.894
[39] valid_0's poisson: -105.042
[40] valid_0's poisson: -105.184
[41] valid_0's poisson: -105.313
[42] valid_0's poisson: -105.444
[43] valid_0's poisson: -105.571
[44] valid_0's poisson: -105.691
[45] valid_0's poisson: -105.807
[46] valid_0's poisson: -105.92
[47] valid_0's poisson: -106.026
[48] valid_0's poisson: -106.13
[49] valid_0's poisson: -106.232
[50] valid_0's poisson: -106.327
[51] valid_0's poisson: -106.418
[52] valid_0's poisson: -106.508
[53] valid_0's poisson: -106.59
[54] valid_0's poisson: -106.672
[55] valid_0's poisson: -106.75
[56] valid_0's poisson: -106.826
[57] valid_0's poisson: -106.904
[58] valid_0's poisson: -106.982
[59] valid_0's poisson: -107.049
[60] valid_0's poisson: -107.115
[61] valid_0's poisson: -107.175
[62] valid_0's poisson: -107.245
[63] valid_0's poisson: -107.303
[64] valid_0's poisson: -107.366
[65] valid_0's poisson: -107.418
[66] valid_0's poisson: -107.475
[67] valid_0's poisson: -107.526
[68] valid_0's poisson: -107.578
[69] valid_0's poisson: -107.623
[70] valid_0's poisson: -107.672
[71] valid_0's poisson: -107.721
[72] valid_0's poisson: -107.762
[73] valid_0's poisson: -107.805
[74] valid_0's poisson: -107.843
[75] valid_0's poisson: -107.881
[76] valid_0's poisson: -107.922
[77] valid_0's poisson: -107.956
[78] valid_0's poisson: -107.99
[79] valid_0's poisson: -108.023
[80] valid_0's poisson: -108.056
[81] valid_0's poisson: -108.085
[82] valid_0's poisson: -108.116
[83] valid_0's poisson: -108.143
[84] valid_0's poisson: -108.172
[85] valid_0's poisson: -108.202
[86] valid_0's poisson: -108.226
[87] valid_0's poisson: -108.25
[88] valid_0's poisson: -108.273
[89] valid_0's poisson: -108.3
[90] valid_0's poisson: -108.321
[91] valid_0's poisson: -108.343
[92] valid_0's poisson: -108.362
[93] valid_0's poisson: -108.384
[94] valid_0's poisson: -108.402
[95] valid_0's poisson: -108.421
[96] valid_0's poisson: -108.441
[97] valid_0's poisson: -108.459
[98] valid_0's poisson: -108.481
[99] valid_0's poisson: -108.5
[100] valid_0's poisson: -108.518
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.0625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -88.549
[2] valid_0's poisson: -89.7696
[3] valid_0's poisson: -90.8646
[4] valid_0's poisson: -91.8467
[5] valid_0's poisson: -92.7498
[6] valid_0's poisson: -93.5777
[7] valid_0's poisson: -94.3405
[8] valid_0's poisson: -95.0447
[9] valid_0's poisson: -95.7051
[10] valid_0's poisson: -96.3166
[11] valid_0's poisson: -96.8935
[12] valid_0's poisson: -97.4274
[13] valid_0's poisson: -97.9355
[14] valid_0's poisson: -98.4121
[15] valid_0's poisson: -98.8621
[16] valid_0's poisson: -99.2902
[17] valid_0's poisson: -99.6888
[18] valid_0's poisson: -100.08
[19] valid_0's poisson: -100.44
[20] valid_0's poisson: -100.782
[21] valid_0's poisson: -101.102
[22] valid_0's poisson: -101.417
[23] valid_0's poisson: -101.708
[24] valid_0's poisson: -101.982
[25] valid_0's poisson: -102.252
[26] valid_0's poisson: -102.504
[27] valid_0's poisson: -102.745
[28] valid_0's poisson: -102.977
[29] valid_0's poisson: -103.194
[30] valid_0's poisson: -103.413
[31] valid_0's poisson: -103.612
[32] valid_0's poisson: -103.809
[33] valid_0's poisson: -103.996
[34] valid_0's poisson: -104.176
[35] valid_0's poisson: -104.351
[36] valid_0's poisson: -104.513
[37] valid_0's poisson: -104.676
[38] valid_0's poisson: -104.829
[39] valid_0's poisson: -104.977
[40] valid_0's poisson: -105.118
[41] valid_0's poisson: -105.254
[42] valid_0's poisson: -105.387
[43] valid_0's poisson: -105.521
[44] valid_0's poisson: -105.641
[45] valid_0's poisson: -105.772
[46] valid_0's poisson: -105.887
[47] valid_0's poisson: -105.99
[48] valid_0's poisson: -106.098
[49] valid_0's poisson: -106.199
[50] valid_0's poisson: -106.295
[51] valid_0's poisson: -106.386
[52] valid_0's poisson: -106.486
[53] valid_0's poisson: -106.571
[54] valid_0's poisson: -106.658
[55] valid_0's poisson: -106.744
[56] valid_0's poisson: -106.828
[57] valid_0's poisson: -106.9
[58] valid_0's poisson: -106.977
[59] valid_0's poisson: -107.042
[60] valid_0's poisson: -107.113
[61] valid_0's poisson: -107.172
[62] valid_0's poisson: -107.24
[63] valid_0's poisson: -107.301
[64] valid_0's poisson: -107.36
[65] valid_0's poisson: -107.413
[66] valid_0's poisson: -107.468
[67] valid_0's poisson: -107.521
[68] valid_0's poisson: -107.571
[69] valid_0's poisson: -107.62
[70] valid_0's poisson: -107.665
[71] valid_0's poisson: -107.71
[72] valid_0's poisson: -107.754
[73] valid_0's poisson: -107.796
[74] valid_0's poisson: -107.838
[75] valid_0's poisson: -107.875
[76] valid_0's poisson: -107.916
[77] valid_0's poisson: -107.95
[78] valid_0's poisson: -107.986
[79] valid_0's poisson: -108.017
[80] valid_0's poisson: -108.05
[81] valid_0's poisson: -108.079
[82] valid_0's poisson: -108.108
[83] valid_0's poisson: -108.139
[84] valid_0's poisson: -108.163
[85] valid_0's poisson: -108.191
[86] valid_0's poisson: -108.218
[87] valid_0's poisson: -108.241
[88] valid_0's poisson: -108.267
[89] valid_0's poisson: -108.29
[90] valid_0's poisson: -108.31
[91] valid_0's poisson: -108.331
[92] valid_0's poisson: -108.352
[93] valid_0's poisson: -108.373
[94] valid_0's poisson: -108.393
[95] valid_0's poisson: -108.419
[96] valid_0's poisson: -108.44
[97] valid_0's poisson: -108.462
[98] valid_0's poisson: -108.478
[99] valid_0's poisson: -108.497
[100] valid_0's poisson: -108.512
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.0625, max_depth=5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2531
[2] valid_0's poisson: -87.3318
[3] valid_0's poisson: -87.41
[4] valid_0's poisson: -87.4876
[5] valid_0's poisson: -87.5647
[6] valid_0's poisson: -87.6412
[7] valid_0's poisson: -87.7173
[8] valid_0's poisson: -87.7927
[9] valid_0's poisson: -87.8677
[10] valid_0's poisson: -87.9422
[11] valid_0's poisson: -88.0162
[12] valid_0's poisson: -88.0896
[13] valid_0's poisson: -88.1625
[14] valid_0's poisson: -88.235
[15] valid_0's poisson: -88.307
[16] valid_0's poisson: -88.3784
[17] valid_0's poisson: -88.4494
[18] valid_0's poisson: -88.5199
[19] valid_0's poisson: -88.5907
[20] valid_0's poisson: -88.661
[21] valid_0's poisson: -88.7302
[22] valid_0's poisson: -88.7995
[23] valid_0's poisson: -88.8685
[24] valid_0's poisson: -88.9363
[25] valid_0's poisson: -89.0044
[26] valid_0's poisson: -89.0721
[27] valid_0's poisson: -89.1398
[28] valid_0's poisson: -89.206
[29] valid_0's poisson: -89.2724
[30] valid_0's poisson: -89.3388
[31] valid_0's poisson: -89.4037
[32] valid_0's poisson: -89.4689
[33] valid_0's poisson: -89.534
[34] valid_0's poisson: -89.5985
[35] valid_0's poisson: -89.6618
[36] valid_0's poisson: -89.7258
[37] valid_0's poisson: -89.7891
[38] valid_0's poisson: -89.8513
[39] valid_0's poisson: -89.9141
[40] valid_0's poisson: -89.9763
[41] valid_0's poisson: -90.0374
[42] valid_0's poisson: -90.0991
[43] valid_0's poisson: -90.1602
[44] valid_0's poisson: -90.2208
[45] valid_0's poisson: -90.2815
[46] valid_0's poisson: -90.3409
[47] valid_0's poisson: -90.4005
[48] valid_0's poisson: -90.4601
[49] valid_0's poisson: -90.5186
[50] valid_0's poisson: -90.5773
[51] valid_0's poisson: -90.6359
[52] valid_0's poisson: -90.6932
[53] valid_0's poisson: -90.7509
[54] valid_0's poisson: -90.8085
[55] valid_0's poisson: -90.8651
[56] valid_0's poisson: -90.9217
[57] valid_0's poisson: -90.9784
[58] valid_0's poisson: -91.034
[59] valid_0's poisson: -91.0896
[60] valid_0's poisson: -91.1454
[61] valid_0's poisson: -91.2001
[62] valid_0's poisson: -91.2549
[63] valid_0's poisson: -91.3098
[64] valid_0's poisson: -91.3636
[65] valid_0's poisson: -91.4179
[66] valid_0's poisson: -91.4717
[67] valid_0's poisson: -91.5245
[68] valid_0's poisson: -91.5779
[69] valid_0's poisson: -91.6308
[70] valid_0's poisson: -91.6829
[71] valid_0's poisson: -91.7356
[72] valid_0's poisson: -91.7877
[73] valid_0's poisson: -91.8397
[74] valid_0's poisson: -91.8908
[75] valid_0's poisson: -91.9419
[76] valid_0's poisson: -91.9932
[77] valid_0's poisson: -92.0435
[78] valid_0's poisson: -92.0942
[79] valid_0's poisson: -92.1444
[80] valid_0's poisson: -92.1939
[81] valid_0's poisson: -92.2438
[82] valid_0's poisson: -92.2933
[83] valid_0's poisson: -92.3419
[84] valid_0's poisson: -92.3911
[85] valid_0's poisson: -92.4399
[86] valid_0's poisson: -92.4887
[87] valid_0's poisson: -92.5365
[88] valid_0's poisson: -92.5848
[89] valid_0's poisson: -92.632
[90] valid_0's poisson: -92.6795
[91] valid_0's poisson: -92.727
[92] valid_0's poisson: -92.7736
[93] valid_0's poisson: -92.8205
[94] valid_0's poisson: -92.8673
[95] valid_0's poisson: -92.9133
[96] valid_0's poisson: -92.9598
[97] valid_0's poisson: -93.0055
[98] valid_0's poisson: -93.0514
[99] valid_0's poisson: -93.0966
[100] valid_0's poisson: -93.1417
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2547
[2] valid_0's poisson: -87.3351
[3] valid_0's poisson: -87.4146
[4] valid_0's poisson: -87.4966
[5] valid_0's poisson: -87.578
[6] valid_0's poisson: -87.6587
[7] valid_0's poisson: -87.7365
[8] valid_0's poisson: -87.8137
[9] valid_0's poisson: -87.8904
[10] valid_0's poisson: -87.9669
[11] valid_0's poisson: -88.0449
[12] valid_0's poisson: -88.1204
[13] valid_0's poisson: -88.1952
[14] valid_0's poisson: -88.2695
[15] valid_0's poisson: -88.3434
[16] valid_0's poisson: -88.4188
[17] valid_0's poisson: -88.4916
[18] valid_0's poisson: -88.5641
[19] valid_0's poisson: -88.6355
[20] valid_0's poisson: -88.7068
[21] valid_0's poisson: -88.7778
[22] valid_0's poisson: -88.8504
[23] valid_0's poisson: -88.9203
[24] valid_0's poisson: -88.9899
[25] valid_0's poisson: -89.0589
[26] valid_0's poisson: -89.1272
[27] valid_0's poisson: -89.1975
[28] valid_0's poisson: -89.2652
[29] valid_0's poisson: -89.3325
[30] valid_0's poisson: -89.399
[31] valid_0's poisson: -89.465
[32] valid_0's poisson: -89.5332
[33] valid_0's poisson: -89.5988
[34] valid_0's poisson: -89.6636
[35] valid_0's poisson: -89.7279
[36] valid_0's poisson: -89.7923
[37] valid_0's poisson: -89.8584
[38] valid_0's poisson: -89.922
[39] valid_0's poisson: -89.9851
[40] valid_0's poisson: -90.048
[41] valid_0's poisson: -90.1101
[42] valid_0's poisson: -90.1743
[43] valid_0's poisson: -90.2359
[44] valid_0's poisson: -90.2973
[45] valid_0's poisson: -90.3582
[46] valid_0's poisson: -90.4188
[47] valid_0's poisson: -90.4812
[48] valid_0's poisson: -90.5411
[49] valid_0's poisson: -90.6009
[50] valid_0's poisson: -90.6603
[51] valid_0's poisson: -90.719
[52] valid_0's poisson: -90.7796
[53] valid_0's poisson: -90.8379
[54] valid_0's poisson: -90.8959
[55] valid_0's poisson: -90.9536
[56] valid_0's poisson: -91.0109
[57] valid_0's poisson: -91.0679
[58] valid_0's poisson: -91.1266
[59] valid_0's poisson: -91.183
[60] valid_0's poisson: -91.239
[61] valid_0's poisson: -91.2946
[62] valid_0's poisson: -91.35
[63] valid_0's poisson: -91.4071
[64] valid_0's poisson: -91.4619
[65] valid_0's poisson: -91.5165
[66] valid_0's poisson: -91.5707
[67] valid_0's poisson: -91.6246
[68] valid_0's poisson: -91.6803
[69] valid_0's poisson: -91.7336
[70] valid_0's poisson: -91.7864
[71] valid_0's poisson: -91.8392
[72] valid_0's poisson: -91.8917
[73] valid_0's poisson: -91.9437
[74] valid_0's poisson: -91.9956
[75] valid_0's poisson: -92.0493
[76] valid_0's poisson: -92.1007
[77] valid_0's poisson: -92.1518
[78] valid_0's poisson: -92.2026
[79] valid_0's poisson: -92.253
[80] valid_0's poisson: -92.3032
[81] valid_0's poisson: -92.3552
[82] valid_0's poisson: -92.405
[83] valid_0's poisson: -92.4546
[84] valid_0's poisson: -92.5037
[85] valid_0's poisson: -92.5528
[86] valid_0's poisson: -92.6015
[87] valid_0's poisson: -92.6521
[88] valid_0's poisson: -92.7
[89] valid_0's poisson: -92.7481
[90] valid_0's poisson: -92.7959
[91] valid_0's poisson: -92.8435
[92] valid_0's poisson: -92.8905
[93] valid_0's poisson: -92.9396
[94] valid_0's poisson: -92.9862
[95] valid_0's poisson: -93.0329
[96] valid_0's poisson: -93.0794
[97] valid_0's poisson: -93.1252
[98] valid_0's poisson: -93.1731
[99] valid_0's poisson: -93.2189
[100] valid_0's poisson: -93.2645
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2509
[2] valid_0's poisson: -87.3316
[3] valid_0's poisson: -87.4117
[4] valid_0's poisson: -87.4912
[5] valid_0's poisson: -87.5703
[6] valid_0's poisson: -87.6487
[7] valid_0's poisson: -87.7265
[8] valid_0's poisson: -87.8038
[9] valid_0's poisson: -87.8805
[10] valid_0's poisson: -87.9565
[11] valid_0's poisson: -88.0322
[12] valid_0's poisson: -88.1073
[13] valid_0's poisson: -88.1821
[14] valid_0's poisson: -88.2557
[15] valid_0's poisson: -88.33
[16] valid_0's poisson: -88.4033
[17] valid_0's poisson: -88.4754
[18] valid_0's poisson: -88.5477
[19] valid_0's poisson: -88.6201
[20] valid_0's poisson: -88.6914
[21] valid_0's poisson: -88.7616
[22] valid_0's poisson: -88.8325
[23] valid_0's poisson: -88.9024
[24] valid_0's poisson: -88.9713
[25] valid_0's poisson: -89.0403
[26] valid_0's poisson: -89.1093
[27] valid_0's poisson: -89.1774
[28] valid_0's poisson: -89.2445
[29] valid_0's poisson: -89.3121
[30] valid_0's poisson: -89.379
[31] valid_0's poisson: -89.4448
[32] valid_0's poisson: -89.5124
[33] valid_0's poisson: -89.5784
[34] valid_0's poisson: -89.6437
[35] valid_0's poisson: -89.7089
[36] valid_0's poisson: -89.7733
[37] valid_0's poisson: -89.8373
[38] valid_0's poisson: -89.9025
[39] valid_0's poisson: -89.9661
[40] valid_0's poisson: -90.0291
[41] valid_0's poisson: -90.091
[42] valid_0's poisson: -90.1535
[43] valid_0's poisson: -90.2169
[44] valid_0's poisson: -90.2784
[45] valid_0's poisson: -90.3397
[46] valid_0's poisson: -90.4004
[47] valid_0's poisson: -90.4608
[48] valid_0's poisson: -90.5205
[49] valid_0's poisson: -90.5819
[50] valid_0's poisson: -90.6411
[51] valid_0's poisson: -90.7004
[52] valid_0's poisson: -90.7591
[53] valid_0's poisson: -90.8173
[54] valid_0's poisson: -90.8769
[55] valid_0's poisson: -90.9348
[56] valid_0's poisson: -90.9922
[57] valid_0's poisson: -91.0488
[58] valid_0's poisson: -91.1055
[59] valid_0's poisson: -91.1635
[60] valid_0's poisson: -91.2192
[61] valid_0's poisson: -91.275
[62] valid_0's poisson: -91.3304
[63] valid_0's poisson: -91.3852
[64] valid_0's poisson: -91.4416
[65] valid_0's poisson: -91.4962
[66] valid_0's poisson: -91.5505
[67] valid_0's poisson: -91.6046
[68] valid_0's poisson: -91.6598
[69] valid_0's poisson: -91.7132
[70] valid_0's poisson: -91.7664
[71] valid_0's poisson: -91.8193
[72] valid_0's poisson: -91.8734
[73] valid_0's poisson: -91.9257
[74] valid_0's poisson: -91.9777
[75] valid_0's poisson: -92.0294
[76] valid_0's poisson: -92.0825
[77] valid_0's poisson: -92.1337
[78] valid_0's poisson: -92.1846
[79] valid_0's poisson: -92.2353
[80] valid_0's poisson: -92.2854
[81] valid_0's poisson: -92.3368
[82] valid_0's poisson: -92.3867
[83] valid_0's poisson: -92.4364
[84] valid_0's poisson: -92.4861
[85] valid_0's poisson: -92.5365
[86] valid_0's poisson: -92.5854
[87] valid_0's poisson: -92.6337
[88] valid_0's poisson: -92.6821
[89] valid_0's poisson: -92.7315
[90] valid_0's poisson: -92.7793
[91] valid_0's poisson: -92.827
[92] valid_0's poisson: -92.8745
[93] valid_0's poisson: -92.923
[94] valid_0's poisson: -92.9696
[95] valid_0's poisson: -93.0162
[96] valid_0's poisson: -93.0628
[97] valid_0's poisson: -93.1107
[98] valid_0's poisson: -93.1566
[99] valid_0's poisson: -93.2026
[100] valid_0's poisson: -93.2484
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2576
[2] valid_0's poisson: -87.3386
[3] valid_0's poisson: -87.419
[4] valid_0's poisson: -87.4988
[5] valid_0's poisson: -87.5779
[6] valid_0's poisson: -87.6565
[7] valid_0's poisson: -87.7345
[8] valid_0's poisson: -87.8119
[9] valid_0's poisson: -87.889
[10] valid_0's poisson: -87.9653
[11] valid_0's poisson: -88.041
[12] valid_0's poisson: -88.117
[13] valid_0's poisson: -88.1923
[14] valid_0's poisson: -88.2664
[15] valid_0's poisson: -88.3408
[16] valid_0's poisson: -88.4145
[17] valid_0's poisson: -88.4872
[18] valid_0's poisson: -88.5601
[19] valid_0's poisson: -88.6323
[20] valid_0's poisson: -88.7042
[21] valid_0's poisson: -88.775
[22] valid_0's poisson: -88.846
[23] valid_0's poisson: -88.9165
[24] valid_0's poisson: -88.986
[25] valid_0's poisson: -89.0554
[26] valid_0's poisson: -89.1247
[27] valid_0's poisson: -89.1926
[28] valid_0's poisson: -89.2627
[29] valid_0's poisson: -89.3304
[30] valid_0's poisson: -89.3972
[31] valid_0's poisson: -89.4634
[32] valid_0's poisson: -89.5298
[33] valid_0's poisson: -89.5976
[34] valid_0's poisson: -89.6627
[35] valid_0's poisson: -89.7278
[36] valid_0's poisson: -89.7926
[37] valid_0's poisson: -89.8565
[38] valid_0's poisson: -89.9224
[39] valid_0's poisson: -89.9861
[40] valid_0's poisson: -90.0492
[41] valid_0's poisson: -90.112
[42] valid_0's poisson: -90.1745
[43] valid_0's poisson: -90.2375
[44] valid_0's poisson: -90.2988
[45] valid_0's poisson: -90.3601
[46] valid_0's poisson: -90.4211
[47] valid_0's poisson: -90.4826
[48] valid_0's poisson: -90.5424
[49] valid_0's poisson: -90.6024
[50] valid_0's poisson: -90.662
[51] valid_0's poisson: -90.7208
[52] valid_0's poisson: -90.7816
[53] valid_0's poisson: -90.8403
[54] valid_0's poisson: -90.8985
[55] valid_0's poisson: -90.9566
[56] valid_0's poisson: -91.0151
[57] valid_0's poisson: -91.0724
[58] valid_0's poisson: -91.1289
[59] valid_0's poisson: -91.1855
[60] valid_0's poisson: -91.2419
[61] valid_0's poisson: -91.299
[62] valid_0's poisson: -91.3543
[63] valid_0's poisson: -91.4095
[64] valid_0's poisson: -91.4645
[65] valid_0's poisson: -91.5204
[66] valid_0's poisson: -91.5746
[67] valid_0's poisson: -91.6289
[68] valid_0's poisson: -91.6828
[69] valid_0's poisson: -91.7384
[70] valid_0's poisson: -91.7919
[71] valid_0's poisson: -91.8447
[72] valid_0's poisson: -91.8971
[73] valid_0's poisson: -91.9508
[74] valid_0's poisson: -92.0028
[75] valid_0's poisson: -92.0549
[76] valid_0's poisson: -92.106
[77] valid_0's poisson: -92.1576
[78] valid_0's poisson: -92.2098
[79] valid_0's poisson: -92.2604
[80] valid_0's poisson: -92.3108
[81] valid_0's poisson: -92.3612
[82] valid_0's poisson: -92.4125
[83] valid_0's poisson: -92.462
[84] valid_0's poisson: -92.5118
[85] valid_0's poisson: -92.5606
[86] valid_0's poisson: -92.6117
[87] valid_0's poisson: -92.6606
[88] valid_0's poisson: -92.7091
[89] valid_0's poisson: -92.7575
[90] valid_0's poisson: -92.8069
[91] valid_0's poisson: -92.8548
[92] valid_0's poisson: -92.902
[93] valid_0's poisson: -92.9494
[94] valid_0's poisson: -92.9978
[95] valid_0's poisson: -93.0445
[96] valid_0's poisson: -93.0913
[97] valid_0's poisson: -93.1376
[98] valid_0's poisson: -93.1851
[99] valid_0's poisson: -93.2309
[100] valid_0's poisson: -93.277
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2441
[2] valid_0's poisson: -87.324
[3] valid_0's poisson: -87.4033
[4] valid_0's poisson: -87.482
[5] valid_0's poisson: -87.5601
[6] valid_0's poisson: -87.6377
[7] valid_0's poisson: -87.7147
[8] valid_0's poisson: -87.7911
[9] valid_0's poisson: -87.867
[10] valid_0's poisson: -87.9424
[11] valid_0's poisson: -88.0172
[12] valid_0's poisson: -88.0915
[13] valid_0's poisson: -88.1652
[14] valid_0's poisson: -88.2384
[15] valid_0's poisson: -88.3112
[16] valid_0's poisson: -88.3834
[17] valid_0's poisson: -88.4551
[18] valid_0's poisson: -88.5268
[19] valid_0's poisson: -88.598
[20] valid_0's poisson: -88.6682
[21] valid_0's poisson: -88.7386
[22] valid_0's poisson: -88.8083
[23] valid_0's poisson: -88.8771
[24] valid_0's poisson: -88.9461
[25] valid_0's poisson: -89.0145
[26] valid_0's poisson: -89.0825
[27] valid_0's poisson: -89.1496
[28] valid_0's poisson: -89.2166
[29] valid_0's poisson: -89.2834
[30] valid_0's poisson: -89.3494
[31] valid_0's poisson: -89.4155
[32] valid_0's poisson: -89.481
[33] valid_0's poisson: -89.5458
[34] valid_0's poisson: -89.6107
[35] valid_0's poisson: -89.6749
[36] valid_0's poisson: -89.739
[37] valid_0's poisson: -89.8022
[38] valid_0's poisson: -89.8655
[39] valid_0's poisson: -89.9281
[40] valid_0's poisson: -89.9902
[41] valid_0's poisson: -90.0523
[42] valid_0's poisson: -90.1141
[43] valid_0's poisson: -90.1748
[44] valid_0's poisson: -90.2359
[45] valid_0's poisson: -90.2964
[46] valid_0's poisson: -90.3563
[47] valid_0's poisson: -90.4161
[48] valid_0's poisson: -90.4757
[49] valid_0's poisson: -90.5373
[50] valid_0's poisson: -90.5961
[51] valid_0's poisson: -90.6548
[52] valid_0's poisson: -90.713
[53] valid_0's poisson: -90.7732
[54] valid_0's poisson: -90.8308
[55] valid_0's poisson: -90.8879
[56] valid_0's poisson: -90.9444
[57] valid_0's poisson: -91.0033
[58] valid_0's poisson: -91.0596
[59] valid_0's poisson: -91.1156
[60] valid_0's poisson: -91.1712
[61] valid_0's poisson: -91.2288
[62] valid_0's poisson: -91.284
[63] valid_0's poisson: -91.3386
[64] valid_0's poisson: -91.3932
[65] valid_0's poisson: -91.4473
[66] valid_0's poisson: -91.5034
[67] valid_0's poisson: -91.5569
[68] valid_0's poisson: -91.61
[69] valid_0's poisson: -91.6629
[70] valid_0's poisson: -91.7178
[71] valid_0's poisson: -91.7703
[72] valid_0's poisson: -91.8224
[73] valid_0's poisson: -91.8744
[74] valid_0's poisson: -91.9282
[75] valid_0's poisson: -91.9797
[76] valid_0's poisson: -92.0306
[77] valid_0's poisson: -92.0815
[78] valid_0's poisson: -92.1343
[79] valid_0's poisson: -92.1847
[80] valid_0's poisson: -92.2347
[81] valid_0's poisson: -92.2841
[82] valid_0's poisson: -92.3358
[83] valid_0's poisson: -92.385
[84] valid_0's poisson: -92.4343
[85] valid_0's poisson: -92.4832
[86] valid_0's poisson: -92.5339
[87] valid_0's poisson: -92.5823
[88] valid_0's poisson: -92.6303
[89] valid_0's poisson: -92.6782
[90] valid_0's poisson: -92.728
[91] valid_0's poisson: -92.7752
[92] valid_0's poisson: -92.8223
[93] valid_0's poisson: -92.869
[94] valid_0's poisson: -92.9178
[95] valid_0's poisson: -92.9644
[96] valid_0's poisson: -93.0105
[97] valid_0's poisson: -93.0565
[98] valid_0's poisson: -93.1042
[99] valid_0's poisson: -93.1497
[100] valid_0's poisson: -93.1949
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2652
[2] valid_0's poisson: -87.356
[3] valid_0's poisson: -87.446
[4] valid_0's poisson: -87.5353
[5] valid_0's poisson: -87.624
[6] valid_0's poisson: -87.7119
[7] valid_0's poisson: -87.7992
[8] valid_0's poisson: -87.8858
[9] valid_0's poisson: -87.9717
[10] valid_0's poisson: -88.057
[11] valid_0's poisson: -88.1416
[12] valid_0's poisson: -88.2258
[13] valid_0's poisson: -88.3091
[14] valid_0's poisson: -88.3919
[15] valid_0's poisson: -88.4742
[16] valid_0's poisson: -88.5558
[17] valid_0's poisson: -88.6368
[18] valid_0's poisson: -88.7173
[19] valid_0's poisson: -88.7971
[20] valid_0's poisson: -88.8765
[21] valid_0's poisson: -88.9552
[22] valid_0's poisson: -89.0333
[23] valid_0's poisson: -89.111
[24] valid_0's poisson: -89.1883
[25] valid_0's poisson: -89.2648
[26] valid_0's poisson: -89.3409
[27] valid_0's poisson: -89.4162
[28] valid_0's poisson: -89.4913
[29] valid_0's poisson: -89.5657
[30] valid_0's poisson: -89.6397
[31] valid_0's poisson: -89.7131
[32] valid_0's poisson: -89.786
[33] valid_0's poisson: -89.8588
[34] valid_0's poisson: -89.9306
[35] valid_0's poisson: -90.0023
[36] valid_0's poisson: -90.0734
[37] valid_0's poisson: -90.1442
[38] valid_0's poisson: -90.2143
[39] valid_0's poisson: -90.2842
[40] valid_0's poisson: -90.3535
[41] valid_0's poisson: -90.4225
[42] valid_0's poisson: -90.4908
[43] valid_0's poisson: -90.5594
[44] valid_0's poisson: -90.6271
[45] valid_0's poisson: -90.6942
[46] valid_0's poisson: -90.7611
[47] valid_0's poisson: -90.8281
[48] valid_0's poisson: -90.894
[49] valid_0's poisson: -90.9596
[50] valid_0's poisson: -91.0253
[51] valid_0's poisson: -91.09
[52] valid_0's poisson: -91.1543
[53] valid_0's poisson: -91.2189
[54] valid_0's poisson: -91.2825
[55] valid_0's poisson: -91.3455
[56] valid_0's poisson: -91.4086
[57] valid_0's poisson: -91.4717
[58] valid_0's poisson: -91.5334
[59] valid_0's poisson: -91.5952
[60] valid_0's poisson: -91.6572
[61] valid_0's poisson: -91.7182
[62] valid_0's poisson: -91.7788
[63] valid_0's poisson: -91.84
[64] valid_0's poisson: -91.8998
[65] valid_0's poisson: -91.96
[66] valid_0's poisson: -92.0193
[67] valid_0's poisson: -92.0779
[68] valid_0's poisson: -92.1372
[69] valid_0's poisson: -92.1953
[70] valid_0's poisson: -92.2535
[71] valid_0's poisson: -92.3117
[72] valid_0's poisson: -92.369
[73] valid_0's poisson: -92.426
[74] valid_0's poisson: -92.4834
[75] valid_0's poisson: -92.5398
[76] valid_0's poisson: -92.5962
[77] valid_0's poisson: -92.6518
[78] valid_0's poisson: -92.7079
[79] valid_0's poisson: -92.7632
[80] valid_0's poisson: -92.818
[81] valid_0's poisson: -92.8734
[82] valid_0's poisson: -92.9279
[83] valid_0's poisson: -92.9818
[84] valid_0's poisson: -93.0365
[85] valid_0's poisson: -93.0902
[86] valid_0's poisson: -93.144
[87] valid_0's poisson: -93.1971
[88] valid_0's poisson: -93.2497
[89] valid_0's poisson: -93.3021
[90] valid_0's poisson: -93.3548
[91] valid_0's poisson: -93.4069
[92] valid_0's poisson: -93.4585
[93] valid_0's poisson: -93.5101
[94] valid_0's poisson: -93.5621
[95] valid_0's poisson: -93.613
[96] valid_0's poisson: -93.6636
[97] valid_0's poisson: -93.7145
[98] valid_0's poisson: -93.7646
[99] valid_0's poisson: -93.8141
[100] valid_0's poisson: -93.864
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2659
[2] valid_0's poisson: -87.3568
[3] valid_0's poisson: -87.4472
[4] valid_0's poisson: -87.5383
[5] valid_0's poisson: -87.6286
[6] valid_0's poisson: -87.7182
[7] valid_0's poisson: -87.8068
[8] valid_0's poisson: -87.8947
[9] valid_0's poisson: -87.9819
[10] valid_0's poisson: -88.0685
[11] valid_0's poisson: -88.1542
[12] valid_0's poisson: -88.2395
[13] valid_0's poisson: -88.323
[14] valid_0's poisson: -88.407
[15] valid_0's poisson: -88.4893
[16] valid_0's poisson: -88.5711
[17] valid_0's poisson: -88.6535
[18] valid_0's poisson: -88.7341
[19] valid_0's poisson: -88.8142
[20] valid_0's poisson: -88.8948
[21] valid_0's poisson: -88.9737
[22] valid_0's poisson: -89.052
[23] valid_0's poisson: -89.1311
[24] valid_0's poisson: -89.2083
[25] valid_0's poisson: -89.2861
[26] valid_0's poisson: -89.3635
[27] valid_0's poisson: -89.4404
[28] valid_0's poisson: -89.5166
[29] valid_0's poisson: -89.5925
[30] valid_0's poisson: -89.6678
[31] valid_0's poisson: -89.7425
[32] valid_0's poisson: -89.8167
[33] valid_0's poisson: -89.8896
[34] valid_0's poisson: -89.9622
[35] valid_0's poisson: -90.0351
[36] valid_0's poisson: -90.1067
[37] valid_0's poisson: -90.1786
[38] valid_0's poisson: -90.2494
[39] valid_0's poisson: -90.3196
[40] valid_0's poisson: -90.3901
[41] valid_0's poisson: -90.4592
[42] valid_0's poisson: -90.528
[43] valid_0's poisson: -90.5968
[44] valid_0's poisson: -90.665
[45] valid_0's poisson: -90.7328
[46] valid_0's poisson: -90.7998
[47] valid_0's poisson: -90.8673
[48] valid_0's poisson: -90.9334
[49] valid_0's poisson: -90.9996
[50] valid_0's poisson: -91.0651
[51] valid_0's poisson: -91.1305
[52] valid_0's poisson: -91.195
[53] valid_0's poisson: -91.2601
[54] valid_0's poisson: -91.3234
[55] valid_0's poisson: -91.3868
[56] valid_0's poisson: -91.4508
[57] valid_0's poisson: -91.5139
[58] valid_0's poisson: -91.5761
[59] valid_0's poisson: -91.6388
[60] valid_0's poisson: -91.7012
[61] valid_0's poisson: -91.7632
[62] valid_0's poisson: -91.8238
[63] valid_0's poisson: -91.8848
[64] valid_0's poisson: -91.9455
[65] valid_0's poisson: -92.0061
[66] valid_0's poisson: -92.0658
[67] valid_0's poisson: -92.1259
[68] valid_0's poisson: -92.1851
[69] valid_0's poisson: -92.2443
[70] valid_0's poisson: -92.3025
[71] valid_0's poisson: -92.3607
[72] valid_0's poisson: -92.4189
[73] valid_0's poisson: -92.4769
[74] valid_0's poisson: -92.5342
[75] valid_0's poisson: -92.5914
[76] valid_0's poisson: -92.6476
[77] valid_0's poisson: -92.704
[78] valid_0's poisson: -92.7601
[79] valid_0's poisson: -92.8164
[80] valid_0's poisson: -92.8714
[81] valid_0's poisson: -92.9269
[82] valid_0's poisson: -92.982
[83] valid_0's poisson: -93.0363
[84] valid_0's poisson: -93.0908
[85] valid_0's poisson: -93.1453
[86] valid_0's poisson: -93.1986
[87] valid_0's poisson: -93.2522
[88] valid_0's poisson: -93.3053
[89] valid_0's poisson: -93.3586
[90] valid_0's poisson: -93.4108
[91] valid_0's poisson: -93.4633
[92] valid_0's poisson: -93.5157
[93] valid_0's poisson: -93.5677
[94] valid_0's poisson: -93.6198
[95] valid_0's poisson: -93.6706
[96] valid_0's poisson: -93.7217
[97] valid_0's poisson: -93.7725
[98] valid_0's poisson: -93.8232
[99] valid_0's poisson: -93.8738
[100] valid_0's poisson: -93.9238
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2624
[2] valid_0's poisson: -87.3545
[3] valid_0's poisson: -87.4458
[4] valid_0's poisson: -87.5364
[5] valid_0's poisson: -87.6267
[6] valid_0's poisson: -87.7161
[7] valid_0's poisson: -87.8052
[8] valid_0's poisson: -87.8931
[9] valid_0's poisson: -87.9803
[10] valid_0's poisson: -88.0674
[11] valid_0's poisson: -88.1532
[12] valid_0's poisson: -88.2388
[13] valid_0's poisson: -88.3231
[14] valid_0's poisson: -88.407
[15] valid_0's poisson: -88.49
[16] valid_0's poisson: -88.5724
[17] valid_0's poisson: -88.6542
[18] valid_0's poisson: -88.7354
[19] valid_0's poisson: -88.8164
[20] valid_0's poisson: -88.8968
[21] valid_0's poisson: -88.9766
[22] valid_0's poisson: -89.0555
[23] valid_0's poisson: -89.1343
[24] valid_0's poisson: -89.2124
[25] valid_0's poisson: -89.2901
[26] valid_0's poisson: -89.3673
[27] valid_0's poisson: -89.4438
[28] valid_0's poisson: -89.5199
[29] valid_0's poisson: -89.5956
[30] valid_0's poisson: -89.6707
[31] valid_0's poisson: -89.7453
[32] valid_0's poisson: -89.8193
[33] valid_0's poisson: -89.8928
[34] valid_0's poisson: -89.966
[35] valid_0's poisson: -90.0386
[36] valid_0's poisson: -90.1107
[37] valid_0's poisson: -90.182
[38] valid_0's poisson: -90.2533
[39] valid_0's poisson: -90.3236
[40] valid_0's poisson: -90.3938
[41] valid_0's poisson: -90.4632
[42] valid_0's poisson: -90.5322
[43] valid_0's poisson: -90.6007
[44] valid_0's poisson: -90.6689
[45] valid_0's poisson: -90.7369
[46] valid_0's poisson: -90.8042
[47] valid_0's poisson: -90.8714
[48] valid_0's poisson: -90.9379
[49] valid_0's poisson: -91.0044
[50] valid_0's poisson: -91.0702
[51] valid_0's poisson: -91.1356
[52] valid_0's poisson: -91.2005
[53] valid_0's poisson: -91.265
[54] valid_0's poisson: -91.329
[55] valid_0's poisson: -91.3931
[56] valid_0's poisson: -91.4564
[57] valid_0's poisson: -91.5195
[58] valid_0's poisson: -91.582
[59] valid_0's poisson: -91.6442
[60] valid_0's poisson: -91.7064
[61] valid_0's poisson: -91.768
[62] valid_0's poisson: -91.8288
[63] valid_0's poisson: -91.8898
[64] valid_0's poisson: -91.9501
[65] valid_0's poisson: -92.0106
[66] valid_0's poisson: -92.07
[67] valid_0's poisson: -92.1288
[68] valid_0's poisson: -92.1879
[69] valid_0's poisson: -92.2463
[70] valid_0's poisson: -92.3046
[71] valid_0's poisson: -92.363
[72] valid_0's poisson: -92.4204
[73] valid_0's poisson: -92.4777
[74] valid_0's poisson: -92.5346
[75] valid_0's poisson: -92.591
[76] valid_0's poisson: -92.6475
[77] valid_0's poisson: -92.7039
[78] valid_0's poisson: -92.76
[79] valid_0's poisson: -92.8155
[80] valid_0's poisson: -92.8703
[81] valid_0's poisson: -92.925
[82] valid_0's poisson: -92.9798
[83] valid_0's poisson: -93.0347
[84] valid_0's poisson: -93.0886
[85] valid_0's poisson: -93.1424
[86] valid_0's poisson: -93.1955
[87] valid_0's poisson: -93.249
[88] valid_0's poisson: -93.3021
[89] valid_0's poisson: -93.355
[90] valid_0's poisson: -93.4079
[91] valid_0's poisson: -93.4599
[92] valid_0's poisson: -93.5115
[93] valid_0's poisson: -93.5633
[94] valid_0's poisson: -93.6146
[95] valid_0's poisson: -93.6662
[96] valid_0's poisson: -93.7172
[97] valid_0's poisson: -93.7676
[98] valid_0's poisson: -93.8179
[99] valid_0's poisson: -93.8683
[100] valid_0's poisson: -93.9184
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2695
[2] valid_0's poisson: -87.3623
[3] valid_0's poisson: -87.4543
[4] valid_0's poisson: -87.5455
[5] valid_0's poisson: -87.6361
[6] valid_0's poisson: -87.7259
[7] valid_0's poisson: -87.8149
[8] valid_0's poisson: -87.9033
[9] valid_0's poisson: -87.991
[10] valid_0's poisson: -88.078
[11] valid_0's poisson: -88.1644
[12] valid_0's poisson: -88.2499
[13] valid_0's poisson: -88.335
[14] valid_0's poisson: -88.4193
[15] valid_0's poisson: -88.5031
[16] valid_0's poisson: -88.5861
[17] valid_0's poisson: -88.6685
[18] valid_0's poisson: -88.7505
[19] valid_0's poisson: -88.8317
[20] valid_0's poisson: -88.9123
[21] valid_0's poisson: -88.9924
[22] valid_0's poisson: -89.0718
[23] valid_0's poisson: -89.1511
[24] valid_0's poisson: -89.2291
[25] valid_0's poisson: -89.307
[26] valid_0's poisson: -89.3843
[27] valid_0's poisson: -89.4607
[28] valid_0's poisson: -89.5371
[29] valid_0's poisson: -89.6125
[30] valid_0's poisson: -89.6873
[31] valid_0's poisson: -89.762
[32] valid_0's poisson: -89.8355
[33] valid_0's poisson: -89.9092
[34] valid_0's poisson: -89.9824
[35] valid_0's poisson: -90.0552
[36] valid_0's poisson: -90.1274
[37] valid_0's poisson: -90.199
[38] valid_0's poisson: -90.2703
[39] valid_0's poisson: -90.3412
[40] valid_0's poisson: -90.4116
[41] valid_0's poisson: -90.4812
[42] valid_0's poisson: -90.5503
[43] valid_0's poisson: -90.6191
[44] valid_0's poisson: -90.6877
[45] valid_0's poisson: -90.7557
[46] valid_0's poisson: -90.8232
[47] valid_0's poisson: -90.8906
[48] valid_0's poisson: -90.957
[49] valid_0's poisson: -91.0235
[50] valid_0's poisson: -91.0894
[51] valid_0's poisson: -91.1549
[52] valid_0's poisson: -91.2199
[53] valid_0's poisson: -91.2846
[54] valid_0's poisson: -91.3489
[55] valid_0's poisson: -91.4129
[56] valid_0's poisson: -91.4764
[57] valid_0's poisson: -91.5395
[58] valid_0's poisson: -91.6023
[59] valid_0's poisson: -91.6644
[60] valid_0's poisson: -91.7265
[61] valid_0's poisson: -91.7881
[62] valid_0's poisson: -91.8492
[63] valid_0's poisson: -91.9098
[64] valid_0's poisson: -91.9705
[65] valid_0's poisson: -92.0307
[66] valid_0's poisson: -92.0907
[67] valid_0's poisson: -92.15
[68] valid_0's poisson: -92.2091
[69] valid_0's poisson: -92.2677
[70] valid_0's poisson: -92.3262
[71] valid_0's poisson: -92.3845
[72] valid_0's poisson: -92.4426
[73] valid_0's poisson: -92.5001
[74] valid_0's poisson: -92.5573
[75] valid_0's poisson: -92.6138
[76] valid_0's poisson: -92.6705
[77] valid_0's poisson: -92.7266
[78] valid_0's poisson: -92.7829
[79] valid_0's poisson: -92.8383
[80] valid_0's poisson: -92.8933
[81] valid_0's poisson: -92.9483
[82] valid_0's poisson: -93.0032
[83] valid_0's poisson: -93.0576
[84] valid_0's poisson: -93.1121
[85] valid_0's poisson: -93.1658
[86] valid_0's poisson: -93.2195
[87] valid_0's poisson: -93.273
[88] valid_0's poisson: -93.326
[89] valid_0's poisson: -93.3789
[90] valid_0's poisson: -93.4318
[91] valid_0's poisson: -93.4841
[92] valid_0's poisson: -93.5364
[93] valid_0's poisson: -93.5883
[94] valid_0's poisson: -93.6396
[95] valid_0's poisson: -93.6913
[96] valid_0's poisson: -93.7426
[97] valid_0's poisson: -93.7938
[98] valid_0's poisson: -93.8442
[99] valid_0's poisson: -93.8951
[100] valid_0's poisson: -93.9451
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2557
[2] valid_0's poisson: -87.3471
[3] valid_0's poisson: -87.4378
[4] valid_0's poisson: -87.5277
[5] valid_0's poisson: -87.6169
[6] valid_0's poisson: -87.7054
[7] valid_0's poisson: -87.7932
[8] valid_0's poisson: -87.8804
[9] valid_0's poisson: -87.9668
[10] valid_0's poisson: -88.0527
[11] valid_0's poisson: -88.1378
[12] valid_0's poisson: -88.2223
[13] valid_0's poisson: -88.3062
[14] valid_0's poisson: -88.3894
[15] valid_0's poisson: -88.472
[16] valid_0's poisson: -88.554
[17] valid_0's poisson: -88.6351
[18] valid_0's poisson: -88.716
[19] valid_0's poisson: -88.7959
[20] valid_0's poisson: -88.8757
[21] valid_0's poisson: -88.9545
[22] valid_0's poisson: -89.0331
[23] valid_0's poisson: -89.1108
[24] valid_0's poisson: -89.1883
[25] valid_0's poisson: -89.2649
[26] valid_0's poisson: -89.3413
[27] valid_0's poisson: -89.4169
[28] valid_0's poisson: -89.4924
[29] valid_0's poisson: -89.5669
[30] valid_0's poisson: -89.6413
[31] valid_0's poisson: -89.7148
[32] valid_0's poisson: -89.7875
[33] valid_0's poisson: -89.8605
[34] valid_0's poisson: -89.9323
[35] valid_0's poisson: -90.004
[36] valid_0's poisson: -90.0752
[37] valid_0's poisson: -90.1455
[38] valid_0's poisson: -90.2153
[39] valid_0's poisson: -90.2855
[40] valid_0's poisson: -90.3542
[41] valid_0's poisson: -90.4233
[42] valid_0's poisson: -90.492
[43] valid_0's poisson: -90.5599
[44] valid_0's poisson: -90.6282
[45] valid_0's poisson: -90.6949
[46] valid_0's poisson: -90.7615
[47] valid_0's poisson: -90.8277
[48] valid_0's poisson: -90.8941
[49] valid_0's poisson: -90.9595
[50] valid_0's poisson: -91.025
[51] valid_0's poisson: -91.0897
[52] valid_0's poisson: -91.1536
[53] valid_0's poisson: -91.2176
[54] valid_0's poisson: -91.2811
[55] valid_0's poisson: -91.3451
[56] valid_0's poisson: -91.4075
[57] valid_0's poisson: -91.4704
[58] valid_0's poisson: -91.533
[59] valid_0's poisson: -91.5945
[60] valid_0's poisson: -91.656
[61] valid_0's poisson: -91.7176
[62] valid_0's poisson: -91.7779
[63] valid_0's poisson: -91.8388
[64] valid_0's poisson: -91.8993
[65] valid_0's poisson: -91.9591
[66] valid_0's poisson: -92.019
[67] valid_0's poisson: -92.0782
[68] valid_0's poisson: -92.137
[69] valid_0's poisson: -92.1955
[70] valid_0's poisson: -92.2545
[71] valid_0's poisson: -92.3124
[72] valid_0's poisson: -92.3697
[73] valid_0's poisson: -92.4276
[74] valid_0's poisson: -92.485
[75] valid_0's poisson: -92.5415
[76] valid_0's poisson: -92.5983
[77] valid_0's poisson: -92.6544
[78] valid_0's poisson: -92.7102
[79] valid_0's poisson: -92.7663
[80] valid_0's poisson: -92.8215
[81] valid_0's poisson: -92.8768
[82] valid_0's poisson: -92.9313
[83] valid_0's poisson: -92.9855
[84] valid_0's poisson: -93.0401
[85] valid_0's poisson: -93.0938
[86] valid_0's poisson: -93.1474
[87] valid_0's poisson: -93.2007
[88] valid_0's poisson: -93.254
[89] valid_0's poisson: -93.3069
[90] valid_0's poisson: -93.3596
[91] valid_0's poisson: -93.4117
[92] valid_0's poisson: -93.4639
[93] valid_0's poisson: -93.5157
[94] valid_0's poisson: -93.5674
[95] valid_0's poisson: -93.6184
[96] valid_0's poisson: -93.6695
[97] valid_0's poisson: -93.7202
[98] valid_0's poisson: -93.7704
[99] valid_0's poisson: -93.8209
[100] valid_0's poisson: -93.8711
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9186
[2] valid_0's poisson: -94.9318
[3] valid_0's poisson: -97.1554
[4] valid_0's poisson: -98.9657
[5] valid_0's poisson: -100.341
[6] valid_0's poisson: -101.456
[7] valid_0's poisson: -102.391
[8] valid_0's poisson: -103.214
[9] valid_0's poisson: -103.893
[10] valid_0's poisson: -104.472
[11] valid_0's poisson: -105.036
[12] valid_0's poisson: -105.462
[13] valid_0's poisson: -105.822
[14] valid_0's poisson: -106.14
[15] valid_0's poisson: -106.456
[16] valid_0's poisson: -106.698
[17] valid_0's poisson: -106.923
[18] valid_0's poisson: -107.124
[19] valid_0's poisson: -107.3
[20] valid_0's poisson: -107.462
[21] valid_0's poisson: -107.581
[22] valid_0's poisson: -107.689
[23] valid_0's poisson: -107.777
[24] valid_0's poisson: -107.864
[25] valid_0's poisson: -107.969
[26] valid_0's poisson: -108.053
[27] valid_0's poisson: -108.116
[28] valid_0's poisson: -108.19
[29] valid_0's poisson: -108.238
[30] valid_0's poisson: -108.308
[31] valid_0's poisson: -108.371
[32] valid_0's poisson: -108.412
[33] valid_0's poisson: -108.466
[34] valid_0's poisson: -108.493
[35] valid_0's poisson: -108.528
[36] valid_0's poisson: -108.556
[37] valid_0's poisson: -108.582
[38] valid_0's poisson: -108.61
[39] valid_0's poisson: -108.627
[40] valid_0's poisson: -108.664
[41] valid_0's poisson: -108.679
[42] valid_0's poisson: -108.726
[43] valid_0's poisson: -108.752
[44] valid_0's poisson: -108.772
[45] valid_0's poisson: -108.792
[46] valid_0's poisson: -108.818
[47] valid_0's poisson: -108.834
[48] valid_0's poisson: -108.847
[49] valid_0's poisson: -108.867
[50] valid_0's poisson: -108.896
[51] valid_0's poisson: -108.91
[52] valid_0's poisson: -108.936
[53] valid_0's poisson: -108.953
[54] valid_0's poisson: -108.977
[55] valid_0's poisson: -108.983
[56] valid_0's poisson: -108.991
[57] valid_0's poisson: -109.013
[58] valid_0's poisson: -109.02
[59] valid_0's poisson: -109.044
[60] valid_0's poisson: -109.063
[61] valid_0's poisson: -109.082
[62] valid_0's poisson: -109.084
[63] valid_0's poisson: -109.104
[64] valid_0's poisson: -109.119
[65] valid_0's poisson: -109.131
[66] valid_0's poisson: -109.132
[67] valid_0's poisson: -109.139
[68] valid_0's poisson: -109.151
[69] valid_0's poisson: -109.166
[70] valid_0's poisson: -109.175
[71] valid_0's poisson: -109.18
[72] valid_0's poisson: -109.184
[73] valid_0's poisson: -109.192
[74] valid_0's poisson: -109.2
[75] valid_0's poisson: -109.202
[76] valid_0's poisson: -109.208
[77] valid_0's poisson: -109.213
[78] valid_0's poisson: -109.224
[79] valid_0's poisson: -109.23
[80] valid_0's poisson: -109.239
[81] valid_0's poisson: -109.244
[82] valid_0's poisson: -109.25
[83] valid_0's poisson: -109.251
[84] valid_0's poisson: -109.262
[85] valid_0's poisson: -109.263
[86] valid_0's poisson: -109.266
[87] valid_0's poisson: -109.275
[88] valid_0's poisson: -109.277
[89] valid_0's poisson: -109.282
[90] valid_0's poisson: -109.289
[91] valid_0's poisson: -109.294
[92] valid_0's poisson: -109.302
[93] valid_0's poisson: -109.307
[94] valid_0's poisson: -109.317
[95] valid_0's poisson: -109.324
[96] valid_0's poisson: -109.33
[97] valid_0's poisson: -109.334
[98] valid_0's poisson: -109.343
[99] valid_0's poisson: -109.347
[100] valid_0's poisson: -109.354
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9963
[2] valid_0's poisson: -95.1178
[3] valid_0's poisson: -97.4166
[4] valid_0's poisson: -99.1435
[5] valid_0's poisson: -100.472
[6] valid_0's poisson: -101.627
[7] valid_0's poisson: -102.556
[8] valid_0's poisson: -103.339
[9] valid_0's poisson: -104.017
[10] valid_0's poisson: -104.565
[11] valid_0's poisson: -105.078
[12] valid_0's poisson: -105.502
[13] valid_0's poisson: -105.838
[14] valid_0's poisson: -106.2
[15] valid_0's poisson: -106.469
[16] valid_0's poisson: -106.745
[17] valid_0's poisson: -106.959
[18] valid_0's poisson: -107.156
[19] valid_0's poisson: -107.308
[20] valid_0's poisson: -107.473
[21] valid_0's poisson: -107.595
[22] valid_0's poisson: -107.713
[23] valid_0's poisson: -107.804
[24] valid_0's poisson: -107.891
[25] valid_0's poisson: -107.973
[26] valid_0's poisson: -108.055
[27] valid_0's poisson: -108.111
[28] valid_0's poisson: -108.208
[29] valid_0's poisson: -108.263
[30] valid_0's poisson: -108.327
[31] valid_0's poisson: -108.364
[32] valid_0's poisson: -108.404
[33] valid_0's poisson: -108.449
[34] valid_0's poisson: -108.497
[35] valid_0's poisson: -108.549
[36] valid_0's poisson: -108.571
[37] valid_0's poisson: -108.61
[38] valid_0's poisson: -108.661
[39] valid_0's poisson: -108.684
[40] valid_0's poisson: -108.701
[41] valid_0's poisson: -108.731
[42] valid_0's poisson: -108.75
[43] valid_0's poisson: -108.764
[44] valid_0's poisson: -108.776
[45] valid_0's poisson: -108.796
[46] valid_0's poisson: -108.838
[47] valid_0's poisson: -108.847
[48] valid_0's poisson: -108.859
[49] valid_0's poisson: -108.88
[50] valid_0's poisson: -108.891
[51] valid_0's poisson: -108.899
[52] valid_0's poisson: -108.92
[53] valid_0's poisson: -108.929
[54] valid_0's poisson: -108.95
[55] valid_0's poisson: -108.958
[56] valid_0's poisson: -108.986
[57] valid_0's poisson: -109.018
[58] valid_0's poisson: -109.022
[59] valid_0's poisson: -109.037
[60] valid_0's poisson: -109.058
[61] valid_0's poisson: -109.078
[62] valid_0's poisson: -109.084
[63] valid_0's poisson: -109.088
[64] valid_0's poisson: -109.093
[65] valid_0's poisson: -109.115
[66] valid_0's poisson: -109.13
[67] valid_0's poisson: -109.145
[68] valid_0's poisson: -109.159
[69] valid_0's poisson: -109.165
[70] valid_0's poisson: -109.175
[71] valid_0's poisson: -109.186
[72] valid_0's poisson: -109.196
[73] valid_0's poisson: -109.207
[74] valid_0's poisson: -109.218
[75] valid_0's poisson: -109.232
[76] valid_0's poisson: -109.243
[77] valid_0's poisson: -109.245
[78] valid_0's poisson: -109.248
[79] valid_0's poisson: -109.254
[80] valid_0's poisson: -109.261
[81] valid_0's poisson: -109.271
[82] valid_0's poisson: -109.276
[83] valid_0's poisson: -109.28
[84] valid_0's poisson: -109.285
[85] valid_0's poisson: -109.293
[86] valid_0's poisson: -109.301
[87] valid_0's poisson: -109.306
[88] valid_0's poisson: -109.317
[89] valid_0's poisson: -109.32
[90] valid_0's poisson: -109.323
[91] valid_0's poisson: -109.327
[92] valid_0's poisson: -109.329
[93] valid_0's poisson: -109.332
[94] valid_0's poisson: -109.34
[95] valid_0's poisson: -109.344
[96] valid_0's poisson: -109.349
[97] valid_0's poisson: -109.354
[98] valid_0's poisson: -109.357
[99] valid_0's poisson: -109.367
[100] valid_0's poisson: -109.373
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.0255
[2] valid_0's poisson: -95.1885
[3] valid_0's poisson: -97.3706
[4] valid_0's poisson: -99.0879
[5] valid_0's poisson: -100.47
[6] valid_0's poisson: -101.58
[7] valid_0's poisson: -102.539
[8] valid_0's poisson: -103.334
[9] valid_0's poisson: -104.019
[10] valid_0's poisson: -104.587
[11] valid_0's poisson: -105.096
[12] valid_0's poisson: -105.522
[13] valid_0's poisson: -105.888
[14] valid_0's poisson: -106.239
[15] valid_0's poisson: -106.551
[16] valid_0's poisson: -106.785
[17] valid_0's poisson: -107.014
[18] valid_0's poisson: -107.198
[19] valid_0's poisson: -107.386
[20] valid_0's poisson: -107.538
[21] valid_0's poisson: -107.658
[22] valid_0's poisson: -107.769
[23] valid_0's poisson: -107.856
[24] valid_0's poisson: -107.943
[25] valid_0's poisson: -108.026
[26] valid_0's poisson: -108.116
[27] valid_0's poisson: -108.196
[28] valid_0's poisson: -108.262
[29] valid_0's poisson: -108.341
[30] valid_0's poisson: -108.387
[31] valid_0's poisson: -108.426
[32] valid_0's poisson: -108.501
[33] valid_0's poisson: -108.543
[34] valid_0's poisson: -108.571
[35] valid_0's poisson: -108.608
[36] valid_0's poisson: -108.637
[37] valid_0's poisson: -108.683
[38] valid_0's poisson: -108.71
[39] valid_0's poisson: -108.732
[40] valid_0's poisson: -108.748
[41] valid_0's poisson: -108.768
[42] valid_0's poisson: -108.784
[43] valid_0's poisson: -108.822
[44] valid_0's poisson: -108.845
[45] valid_0's poisson: -108.862
[46] valid_0's poisson: -108.878
[47] valid_0's poisson: -108.889
[48] valid_0's poisson: -108.899
[49] valid_0's poisson: -108.915
[50] valid_0's poisson: -108.945
[51] valid_0's poisson: -108.972
[52] valid_0's poisson: -108.988
[53] valid_0's poisson: -109.013
[54] valid_0's poisson: -109.027
[55] valid_0's poisson: -109.031
[56] valid_0's poisson: -109.043
[57] valid_0's poisson: -109.057
[58] valid_0's poisson: -109.067
[59] valid_0's poisson: -109.075
[60] valid_0's poisson: -109.082
[61] valid_0's poisson: -109.084
[62] valid_0's poisson: -109.101
[63] valid_0's poisson: -109.107
[64] valid_0's poisson: -109.116
[65] valid_0's poisson: -109.127
[66] valid_0's poisson: -109.137
[67] valid_0's poisson: -109.142
[68] valid_0's poisson: -109.156
[69] valid_0's poisson: -109.16
[70] valid_0's poisson: -109.168
[71] valid_0's poisson: -109.174
[72] valid_0's poisson: -109.179
[73] valid_0's poisson: -109.189
[74] valid_0's poisson: -109.195
[75] valid_0's poisson: -109.196
[76] valid_0's poisson: -109.212
[77] valid_0's poisson: -109.22
[78] valid_0's poisson: -109.228
[79] valid_0's poisson: -109.231
[80] valid_0's poisson: -109.235
[81] valid_0's poisson: -109.235
[82] valid_0's poisson: -109.237
[83] valid_0's poisson: -109.245
[84] valid_0's poisson: -109.247
[85] valid_0's poisson: -109.258
[86] valid_0's poisson: -109.259
[87] valid_0's poisson: -109.258
[88] valid_0's poisson: -109.264
[89] valid_0's poisson: -109.268
[90] valid_0's poisson: -109.27
[91] valid_0's poisson: -109.279
[92] valid_0's poisson: -109.288
[93] valid_0's poisson: -109.297
[94] valid_0's poisson: -109.305
[95] valid_0's poisson: -109.304
[96] valid_0's poisson: -109.313
[97] valid_0's poisson: -109.314
[98] valid_0's poisson: -109.315
[99] valid_0's poisson: -109.321
[100] valid_0's poisson: -109.328
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.0469
[2] valid_0's poisson: -95.228
[3] valid_0's poisson: -97.4163
[4] valid_0's poisson: -99.1503
[5] valid_0's poisson: -100.522
[6] valid_0's poisson: -101.648
[7] valid_0's poisson: -102.59
[8] valid_0's poisson: -103.372
[9] valid_0's poisson: -104.086
[10] valid_0's poisson: -104.649
[11] valid_0's poisson: -105.112
[12] valid_0's poisson: -105.575
[13] valid_0's poisson: -105.956
[14] valid_0's poisson: -106.27
[15] valid_0's poisson: -106.544
[16] valid_0's poisson: -106.807
[17] valid_0's poisson: -107.045
[18] valid_0's poisson: -107.23
[19] valid_0's poisson: -107.389
[20] valid_0's poisson: -107.525
[21] valid_0's poisson: -107.663
[22] valid_0's poisson: -107.779
[23] valid_0's poisson: -107.876
[24] valid_0's poisson: -107.97
[25] valid_0's poisson: -108.056
[26] valid_0's poisson: -108.12
[27] valid_0's poisson: -108.183
[28] valid_0's poisson: -108.24
[29] valid_0's poisson: -108.312
[30] valid_0's poisson: -108.369
[31] valid_0's poisson: -108.42
[32] valid_0's poisson: -108.463
[33] valid_0's poisson: -108.497
[34] valid_0's poisson: -108.536
[35] valid_0's poisson: -108.568
[36] valid_0's poisson: -108.617
[37] valid_0's poisson: -108.636
[38] valid_0's poisson: -108.654
[39] valid_0's poisson: -108.689
[40] valid_0's poisson: -108.717
[41] valid_0's poisson: -108.748
[42] valid_0's poisson: -108.761
[43] valid_0's poisson: -108.802
[44] valid_0's poisson: -108.822
[45] valid_0's poisson: -108.856
[46] valid_0's poisson: -108.871
[47] valid_0's poisson: -108.886
[48] valid_0's poisson: -108.896
[49] valid_0's poisson: -108.905
[50] valid_0's poisson: -108.921
[51] valid_0's poisson: -108.949
[52] valid_0's poisson: -108.968
[53] valid_0's poisson: -108.973
[54] valid_0's poisson: -108.985
[55] valid_0's poisson: -109.004
[56] valid_0's poisson: -109.023
[57] valid_0's poisson: -109.034
[58] valid_0's poisson: -109.064
[59] valid_0's poisson: -109.067
[60] valid_0's poisson: -109.08
[61] valid_0's poisson: -109.085
[62] valid_0's poisson: -109.093
[63] valid_0's poisson: -109.102
[64] valid_0's poisson: -109.118
[65] valid_0's poisson: -109.128
[66] valid_0's poisson: -109.153
[67] valid_0's poisson: -109.155
[68] valid_0's poisson: -109.162
[69] valid_0's poisson: -109.176
[70] valid_0's poisson: -109.182
[71] valid_0's poisson: -109.195
[72] valid_0's poisson: -109.204
[73] valid_0's poisson: -109.213
[74] valid_0's poisson: -109.226
[75] valid_0's poisson: -109.227
[76] valid_0's poisson: -109.233
[77] valid_0's poisson: -109.237
[78] valid_0's poisson: -109.247
[79] valid_0's poisson: -109.25
[80] valid_0's poisson: -109.254
[81] valid_0's poisson: -109.259
[82] valid_0's poisson: -109.267
[83] valid_0's poisson: -109.274
[84] valid_0's poisson: -109.276
[85] valid_0's poisson: -109.282
[86] valid_0's poisson: -109.284
[87] valid_0's poisson: -109.286
[88] valid_0's poisson: -109.292
[89] valid_0's poisson: -109.296
[90] valid_0's poisson: -109.306
[91] valid_0's poisson: -109.314
[92] valid_0's poisson: -109.316
[93] valid_0's poisson: -109.32
[94] valid_0's poisson: -109.324
[95] valid_0's poisson: -109.324
[96] valid_0's poisson: -109.329
[97] valid_0's poisson: -109.333
[98] valid_0's poisson: -109.338
[99] valid_0's poisson: -109.34
[100] valid_0's poisson: -109.343
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -91.9728
[2] valid_0's poisson: -95.1342
[3] valid_0's poisson: -97.3248
[4] valid_0's poisson: -99.0308
[5] valid_0's poisson: -100.384
[6] valid_0's poisson: -101.496
[7] valid_0's poisson: -102.461
[8] valid_0's poisson: -103.258
[9] valid_0's poisson: -103.961
[10] valid_0's poisson: -104.566
[11] valid_0's poisson: -105.053
[12] valid_0's poisson: -105.482
[13] valid_0's poisson: -105.902
[14] valid_0's poisson: -106.243
[15] valid_0's poisson: -106.501
[16] valid_0's poisson: -106.764
[17] valid_0's poisson: -106.962
[18] valid_0's poisson: -107.152
[19] valid_0's poisson: -107.312
[20] valid_0's poisson: -107.466
[21] valid_0's poisson: -107.587
[22] valid_0's poisson: -107.702
[23] valid_0's poisson: -107.803
[24] valid_0's poisson: -107.89
[25] valid_0's poisson: -107.974
[26] valid_0's poisson: -108.06
[27] valid_0's poisson: -108.142
[28] valid_0's poisson: -108.21
[29] valid_0's poisson: -108.271
[30] valid_0's poisson: -108.324
[31] valid_0's poisson: -108.402
[32] valid_0's poisson: -108.467
[33] valid_0's poisson: -108.501
[34] valid_0's poisson: -108.528
[35] valid_0's poisson: -108.581
[36] valid_0's poisson: -108.631
[37] valid_0's poisson: -108.652
[38] valid_0's poisson: -108.669
[39] valid_0's poisson: -108.704
[40] valid_0's poisson: -108.718
[41] valid_0's poisson: -108.755
[42] valid_0's poisson: -108.785
[43] valid_0's poisson: -108.796
[44] valid_0's poisson: -108.819
[45] valid_0's poisson: -108.837
[46] valid_0's poisson: -108.856
[47] valid_0's poisson: -108.88
[48] valid_0's poisson: -108.892
[49] valid_0's poisson: -108.911
[50] valid_0's poisson: -108.918
[51] valid_0's poisson: -108.933
[52] valid_0's poisson: -108.955
[53] valid_0's poisson: -108.958
[54] valid_0's poisson: -108.974
[55] valid_0's poisson: -108.985
[56] valid_0's poisson: -109.01
[57] valid_0's poisson: -109.014
[58] valid_0's poisson: -109.021
[59] valid_0's poisson: -109.033
[60] valid_0's poisson: -109.045
[61] valid_0's poisson: -109.05
[62] valid_0's poisson: -109.061
[63] valid_0's poisson: -109.073
[64] valid_0's poisson: -109.092
[65] valid_0's poisson: -109.099
[66] valid_0's poisson: -109.111
[67] valid_0's poisson: -109.118
[68] valid_0's poisson: -109.123
[69] valid_0's poisson: -109.125
[70] valid_0's poisson: -109.138
[71] valid_0's poisson: -109.144
[72] valid_0's poisson: -109.159
[73] valid_0's poisson: -109.17
[74] valid_0's poisson: -109.17
[75] valid_0's poisson: -109.182
[76] valid_0's poisson: -109.186
[77] valid_0's poisson: -109.191
[78] valid_0's poisson: -109.194
[79] valid_0's poisson: -109.197
[80] valid_0's poisson: -109.203
[81] valid_0's poisson: -109.205
[82] valid_0's poisson: -109.212
[83] valid_0's poisson: -109.213
[84] valid_0's poisson: -109.222
[85] valid_0's poisson: -109.231
[86] valid_0's poisson: -109.24
[87] valid_0's poisson: -109.241
[88] valid_0's poisson: -109.245
[89] valid_0's poisson: -109.25
[90] valid_0's poisson: -109.258
[91] valid_0's poisson: -109.272
[92] valid_0's poisson: -109.282
[93] valid_0's poisson: -109.289
[94] valid_0's poisson: -109.298
[95] valid_0's poisson: -109.305
[96] valid_0's poisson: -109.306
[97] valid_0's poisson: -109.309
[98] valid_0's poisson: -109.309
[99] valid_0's poisson: -109.314
[100] valid_0's poisson: -109.323
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=0.25, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -100.047
[2] valid_0's poisson: -103.481
[3] valid_0's poisson: -105.221
[4] valid_0's poisson: -106.189
[5] valid_0's poisson: -106.802
[6] valid_0's poisson: -107.115
[7] valid_0's poisson: -107.426
[8] valid_0's poisson: -107.868
[9] valid_0's poisson: -107.994
[10] valid_0's poisson: -108.136
[11] valid_0's poisson: -108.214
[12] valid_0's poisson: -108.286
[13] valid_0's poisson: -108.364
[14] valid_0's poisson: -108.522
[15] valid_0's poisson: -108.655
[16] valid_0's poisson: -108.825
[17] valid_0's poisson: -108.853
[18] valid_0's poisson: -108.884
[19] valid_0's poisson: -108.906
[20] valid_0's poisson: -108.93
[21] valid_0's poisson: -108.948
[22] valid_0's poisson: -108.963
[23] valid_0's poisson: -109.023
[24] valid_0's poisson: -109.089
[25] valid_0's poisson: -109.094
[26] valid_0's poisson: -109.1
[27] valid_0's poisson: -109.126
[28] valid_0's poisson: -109.152
[29] valid_0's poisson: -109.196
[30] valid_0's poisson: -109.211
[31] valid_0's poisson: -109.22
[32] valid_0's poisson: -109.238
[33] valid_0's poisson: -109.281
[34] valid_0's poisson: -109.287
[35] valid_0's poisson: -109.3
[36] valid_0's poisson: -109.305
[37] valid_0's poisson: -109.303
[38] valid_0's poisson: -109.304
[39] valid_0's poisson: -109.343
[40] valid_0's poisson: -109.341
[41] valid_0's poisson: -109.352
[42] valid_0's poisson: -109.357
[43] valid_0's poisson: -109.352
[44] valid_0's poisson: -109.349
[45] valid_0's poisson: -109.354
[46] valid_0's poisson: -109.364
[47] valid_0's poisson: -109.371
[48] valid_0's poisson: -109.378
[49] valid_0's poisson: -109.402
[50] valid_0's poisson: -109.409
[51] valid_0's poisson: -109.407
[52] valid_0's poisson: -109.419
[53] valid_0's poisson: -109.428
[54] valid_0's poisson: -109.451
[55] valid_0's poisson: -109.451
[56] valid_0's poisson: -109.457
[57] valid_0's poisson: -109.468
[58] valid_0's poisson: -109.47
[59] valid_0's poisson: -109.473
[60] valid_0's poisson: -109.472
[61] valid_0's poisson: -109.485
[62] valid_0's poisson: -109.49
[63] valid_0's poisson: -109.49
[64] valid_0's poisson: -109.485
[65] valid_0's poisson: -109.504
[66] valid_0's poisson: -109.505
[67] valid_0's poisson: -109.52
[68] valid_0's poisson: -109.523
[69] valid_0's poisson: -109.519
[70] valid_0's poisson: -109.516
[71] valid_0's poisson: -109.526
[72] valid_0's poisson: -109.529
[73] valid_0's poisson: -109.526
[74] valid_0's poisson: -109.536
[75] valid_0's poisson: -109.539
[76] valid_0's poisson: -109.538
[77] valid_0's poisson: -109.539
[78] valid_0's poisson: -109.539
[79] valid_0's poisson: -109.529
[80] valid_0's poisson: -109.53
[81] valid_0's poisson: -109.539
[82] valid_0's poisson: -109.541
[83] valid_0's poisson: -109.546
[84] valid_0's poisson: -109.554
[85] valid_0's poisson: -109.557
[86] valid_0's poisson: -109.557
[87] valid_0's poisson: -109.559
[88] valid_0's poisson: -109.561
[89] valid_0's poisson: -109.559
[90] valid_0's poisson: -109.556
[91] valid_0's poisson: -109.558
[92] valid_0's poisson: -109.558
[93] valid_0's poisson: -109.559
[94] valid_0's poisson: -109.557
[95] valid_0's poisson: -109.561
[96] valid_0's poisson: -109.56
[97] valid_0's poisson: -109.563
[98] valid_0's poisson: -109.56
[99] valid_0's poisson: -109.559
[100] valid_0's poisson: -109.562
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.8462
[2] valid_0's poisson: -102.694
[3] valid_0's poisson: -104.772
[4] valid_0's poisson: -105.871
[5] valid_0's poisson: -106.598
[6] valid_0's poisson: -107.06
[7] valid_0's poisson: -107.507
[8] valid_0's poisson: -107.722
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.009
[11] valid_0's poisson: -108.178
[12] valid_0's poisson: -108.288
[13] valid_0's poisson: -108.386
[14] valid_0's poisson: -108.442
[15] valid_0's poisson: -108.518
[16] valid_0's poisson: -108.531
[17] valid_0's poisson: -108.615
[18] valid_0's poisson: -108.723
[19] valid_0's poisson: -108.804
[20] valid_0's poisson: -108.812
[21] valid_0's poisson: -108.833
[22] valid_0's poisson: -108.914
[23] valid_0's poisson: -108.933
[24] valid_0's poisson: -108.975
[25] valid_0's poisson: -108.982
[26] valid_0's poisson: -108.994
[27] valid_0's poisson: -109
[28] valid_0's poisson: -109.085
[29] valid_0's poisson: -109.121
[30] valid_0's poisson: -109.143
[31] valid_0's poisson: -109.152
[32] valid_0's poisson: -109.161
[33] valid_0's poisson: -109.172
[34] valid_0's poisson: -109.189
[35] valid_0's poisson: -109.198
[36] valid_0's poisson: -109.238
[37] valid_0's poisson: -109.247
[38] valid_0's poisson: -109.26
[39] valid_0's poisson: -109.275
[40] valid_0's poisson: -109.28
[41] valid_0's poisson: -109.288
[42] valid_0's poisson: -109.288
[43] valid_0's poisson: -109.292
[44] valid_0's poisson: -109.315
[45] valid_0's poisson: -109.321
[46] valid_0's poisson: -109.33
[47] valid_0's poisson: -109.338
[48] valid_0's poisson: -109.343
[49] valid_0's poisson: -109.364
[50] valid_0's poisson: -109.372
[51] valid_0's poisson: -109.372
[52] valid_0's poisson: -109.375
[53] valid_0's poisson: -109.378
[54] valid_0's poisson: -109.393
[55] valid_0's poisson: -109.398
[56] valid_0's poisson: -109.415
[57] valid_0's poisson: -109.417
[58] valid_0's poisson: -109.428
[59] valid_0's poisson: -109.427
[60] valid_0's poisson: -109.426
[61] valid_0's poisson: -109.428
[62] valid_0's poisson: -109.426
[63] valid_0's poisson: -109.432
[64] valid_0's poisson: -109.429
[65] valid_0's poisson: -109.438
[66] valid_0's poisson: -109.442
[67] valid_0's poisson: -109.448
[68] valid_0's poisson: -109.445
[69] valid_0's poisson: -109.443
[70] valid_0's poisson: -109.457
[71] valid_0's poisson: -109.46
[72] valid_0's poisson: -109.463
[73] valid_0's poisson: -109.465
[74] valid_0's poisson: -109.464
[75] valid_0's poisson: -109.466
[76] valid_0's poisson: -109.47
[77] valid_0's poisson: -109.466
[78] valid_0's poisson: -109.465
[79] valid_0's poisson: -109.484
[80] valid_0's poisson: -109.502
[81] valid_0's poisson: -109.501
[82] valid_0's poisson: -109.505
[83] valid_0's poisson: -109.51
[84] valid_0's poisson: -109.512
[85] valid_0's poisson: -109.513
[86] valid_0's poisson: -109.516
[87] valid_0's poisson: -109.518
[88] valid_0's poisson: -109.521
[89] valid_0's poisson: -109.517
[90] valid_0's poisson: -109.516
[91] valid_0's poisson: -109.527
[92] valid_0's poisson: -109.531
[93] valid_0's poisson: -109.531
[94] valid_0's poisson: -109.539
[95] valid_0's poisson: -109.539
[96] valid_0's poisson: -109.545
[97] valid_0's poisson: -109.555
[98] valid_0's poisson: -109.555
[99] valid_0's poisson: -109.558
[100] valid_0's poisson: -109.556
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -99.989
[2] valid_0's poisson: -103.127
[3] valid_0's poisson: -104.849
[4] valid_0's poisson: -105.816
[5] valid_0's poisson: -106.458
[6] valid_0's poisson: -106.921
[7] valid_0's poisson: -107.183
[8] valid_0's poisson: -107.334
[9] valid_0's poisson: -107.437
[10] valid_0's poisson: -107.636
[11] valid_0's poisson: -108.245
[12] valid_0's poisson: -108.474
[13] valid_0's poisson: -108.558
[14] valid_0's poisson: -108.596
[15] valid_0's poisson: -108.662
[16] valid_0's poisson: -108.718
[17] valid_0's poisson: -108.757
[18] valid_0's poisson: -108.845
[19] valid_0's poisson: -108.92
[20] valid_0's poisson: -108.934
[21] valid_0's poisson: -108.955
[22] valid_0's poisson: -109.004
[23] valid_0's poisson: -109.058
[24] valid_0's poisson: -109.088
[25] valid_0's poisson: -109.09
[26] valid_0's poisson: -109.112
[27] valid_0's poisson: -109.123
[28] valid_0's poisson: -109.158
[29] valid_0's poisson: -109.158
[30] valid_0's poisson: -109.213
[31] valid_0's poisson: -109.217
[32] valid_0's poisson: -109.226
[33] valid_0's poisson: -109.253
[34] valid_0's poisson: -109.268
[35] valid_0's poisson: -109.282
[36] valid_0's poisson: -109.296
[37] valid_0's poisson: -109.299
[38] valid_0's poisson: -109.297
[39] valid_0's poisson: -109.298
[40] valid_0's poisson: -109.298
[41] valid_0's poisson: -109.312
[42] valid_0's poisson: -109.319
[43] valid_0's poisson: -109.316
[44] valid_0's poisson: -109.319
[45] valid_0's poisson: -109.36
[46] valid_0's poisson: -109.358
[47] valid_0's poisson: -109.359
[48] valid_0's poisson: -109.369
[49] valid_0's poisson: -109.371
[50] valid_0's poisson: -109.374
[51] valid_0's poisson: -109.377
[52] valid_0's poisson: -109.377
[53] valid_0's poisson: -109.383
[54] valid_0's poisson: -109.377
[55] valid_0's poisson: -109.387
[56] valid_0's poisson: -109.392
[57] valid_0's poisson: -109.406
[58] valid_0's poisson: -109.408
[59] valid_0's poisson: -109.402
[60] valid_0's poisson: -109.402
[61] valid_0's poisson: -109.406
[62] valid_0's poisson: -109.409
[63] valid_0's poisson: -109.412
[64] valid_0's poisson: -109.42
[65] valid_0's poisson: -109.426
[66] valid_0's poisson: -109.425
[67] valid_0's poisson: -109.428
[68] valid_0's poisson: -109.425
[69] valid_0's poisson: -109.433
[70] valid_0's poisson: -109.441
[71] valid_0's poisson: -109.439
[72] valid_0's poisson: -109.472
[73] valid_0's poisson: -109.469
[74] valid_0's poisson: -109.475
[75] valid_0's poisson: -109.478
[76] valid_0's poisson: -109.485
[77] valid_0's poisson: -109.487
[78] valid_0's poisson: -109.483
[79] valid_0's poisson: -109.481
[80] valid_0's poisson: -109.489
[81] valid_0's poisson: -109.492
[82] valid_0's poisson: -109.502
[83] valid_0's poisson: -109.51
[84] valid_0's poisson: -109.517
[85] valid_0's poisson: -109.516
[86] valid_0's poisson: -109.52
[87] valid_0's poisson: -109.524
[88] valid_0's poisson: -109.523
[89] valid_0's poisson: -109.523
[90] valid_0's poisson: -109.524
[91] valid_0's poisson: -109.52
[92] valid_0's poisson: -109.517
[93] valid_0's poisson: -109.516
[94] valid_0's poisson: -109.523
[95] valid_0's poisson: -109.521
[96] valid_0's poisson: -109.519
[97] valid_0's poisson: -109.527
[98] valid_0's poisson: -109.532
[99] valid_0's poisson: -109.532
[100] valid_0's poisson: -109.537
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -100.013
[2] valid_0's poisson: -103.203
[3] valid_0's poisson: -104.867
[4] valid_0's poisson: -105.841
[5] valid_0's poisson: -106.436
[6] valid_0's poisson: -106.808
[7] valid_0's poisson: -107.522
[8] valid_0's poisson: -107.814
[9] valid_0's poisson: -107.926
[10] valid_0's poisson: -108.225
[11] valid_0's poisson: -108.304
[12] valid_0's poisson: -108.381
[13] valid_0's poisson: -108.477
[14] valid_0's poisson: -108.509
[15] valid_0's poisson: -108.664
[16] valid_0's poisson: -108.735
[17] valid_0's poisson: -108.804
[18] valid_0's poisson: -108.823
[19] valid_0's poisson: -108.866
[20] valid_0's poisson: -108.937
[21] valid_0's poisson: -108.972
[22] valid_0's poisson: -108.977
[23] valid_0's poisson: -108.988
[24] valid_0's poisson: -109.009
[25] valid_0's poisson: -109.033
[26] valid_0's poisson: -109.042
[27] valid_0's poisson: -109.048
[28] valid_0's poisson: -109.072
[29] valid_0's poisson: -109.115
[30] valid_0's poisson: -109.128
[31] valid_0's poisson: -109.145
[32] valid_0's poisson: -109.146
[33] valid_0's poisson: -109.163
[34] valid_0's poisson: -109.176
[35] valid_0's poisson: -109.216
[36] valid_0's poisson: -109.252
[37] valid_0's poisson: -109.268
[38] valid_0's poisson: -109.276
[39] valid_0's poisson: -109.292
[40] valid_0's poisson: -109.297
[41] valid_0's poisson: -109.303
[42] valid_0's poisson: -109.307
[43] valid_0's poisson: -109.304
[44] valid_0's poisson: -109.309
[45] valid_0's poisson: -109.328
[46] valid_0's poisson: -109.343
[47] valid_0's poisson: -109.377
[48] valid_0's poisson: -109.382
[49] valid_0's poisson: -109.384
[50] valid_0's poisson: -109.386
[51] valid_0's poisson: -109.39
[52] valid_0's poisson: -109.385
[53] valid_0's poisson: -109.391
[54] valid_0's poisson: -109.394
[55] valid_0's poisson: -109.398
[56] valid_0's poisson: -109.4
[57] valid_0's poisson: -109.405
[58] valid_0's poisson: -109.418
[59] valid_0's poisson: -109.441
[60] valid_0's poisson: -109.45
[61] valid_0's poisson: -109.461
[62] valid_0's poisson: -109.466
[63] valid_0's poisson: -109.466
[64] valid_0's poisson: -109.472
[65] valid_0's poisson: -109.472
[66] valid_0's poisson: -109.479
[67] valid_0's poisson: -109.482
[68] valid_0's poisson: -109.476
[69] valid_0's poisson: -109.474
[70] valid_0's poisson: -109.474
[71] valid_0's poisson: -109.482
[72] valid_0's poisson: -109.485
[73] valid_0's poisson: -109.485
[74] valid_0's poisson: -109.486
[75] valid_0's poisson: -109.493
[76] valid_0's poisson: -109.485
[77] valid_0's poisson: -109.479
[78] valid_0's poisson: -109.478
[79] valid_0's poisson: -109.481
[80] valid_0's poisson: -109.484
[81] valid_0's poisson: -109.484
[82] valid_0's poisson: -109.479
[83] valid_0's poisson: -109.482
[84] valid_0's poisson: -109.482
[85] valid_0's poisson: -109.487
[86] valid_0's poisson: -109.491
[87] valid_0's poisson: -109.49
[88] valid_0's poisson: -109.493
[89] valid_0's poisson: -109.49
[90] valid_0's poisson: -109.49
[91] valid_0's poisson: -109.489
[92] valid_0's poisson: -109.489
[93] valid_0's poisson: -109.493
[94] valid_0's poisson: -109.494
[95] valid_0's poisson: -109.493
[96] valid_0's poisson: -109.49
[97] valid_0's poisson: -109.493
[98] valid_0's poisson: -109.49
[99] valid_0's poisson: -109.49
[100] valid_0's poisson: -109.498
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -100.006
[2] valid_0's poisson: -103.183
[3] valid_0's poisson: -104.915
[4] valid_0's poisson: -105.848
[5] valid_0's poisson: -106.835
[6] valid_0's poisson: -107.238
[7] valid_0's poisson: -107.458
[8] valid_0's poisson: -107.669
[9] valid_0's poisson: -107.759
[10] valid_0's poisson: -107.892
[11] valid_0's poisson: -108.092
[12] valid_0's poisson: -108.217
[13] valid_0's poisson: -108.421
[14] valid_0's poisson: -108.542
[15] valid_0's poisson: -108.613
[16] valid_0's poisson: -108.672
[17] valid_0's poisson: -108.712
[18] valid_0's poisson: -108.791
[19] valid_0's poisson: -108.856
[20] valid_0's poisson: -108.891
[21] valid_0's poisson: -108.944
[22] valid_0's poisson: -108.988
[23] valid_0's poisson: -109.021
[24] valid_0's poisson: -109.032
[25] valid_0's poisson: -109.059
[26] valid_0's poisson: -109.085
[27] valid_0's poisson: -109.093
[28] valid_0's poisson: -109.101
[29] valid_0's poisson: -109.119
[30] valid_0's poisson: -109.121
[31] valid_0's poisson: -109.131
[32] valid_0's poisson: -109.146
[33] valid_0's poisson: -109.165
[34] valid_0's poisson: -109.164
[35] valid_0's poisson: -109.176
[36] valid_0's poisson: -109.186
[37] valid_0's poisson: -109.207
[38] valid_0's poisson: -109.208
[39] valid_0's poisson: -109.226
[40] valid_0's poisson: -109.227
[41] valid_0's poisson: -109.243
[42] valid_0's poisson: -109.262
[43] valid_0's poisson: -109.283
[44] valid_0's poisson: -109.288
[45] valid_0's poisson: -109.292
[46] valid_0's poisson: -109.298
[47] valid_0's poisson: -109.294
[48] valid_0's poisson: -109.297
[49] valid_0's poisson: -109.308
[50] valid_0's poisson: -109.324
[51] valid_0's poisson: -109.322
[52] valid_0's poisson: -109.327
[53] valid_0's poisson: -109.328
[54] valid_0's poisson: -109.328
[55] valid_0's poisson: -109.333
[56] valid_0's poisson: -109.332
[57] valid_0's poisson: -109.333
[58] valid_0's poisson: -109.334
[59] valid_0's poisson: -109.367
[60] valid_0's poisson: -109.377
[61] valid_0's poisson: -109.376
[62] valid_0's poisson: -109.374
[63] valid_0's poisson: -109.401
[64] valid_0's poisson: -109.402
[65] valid_0's poisson: -109.405
[66] valid_0's poisson: -109.419
[67] valid_0's poisson: -109.421
[68] valid_0's poisson: -109.425
[69] valid_0's poisson: -109.428
[70] valid_0's poisson: -109.446
[71] valid_0's poisson: -109.447
[72] valid_0's poisson: -109.447
[73] valid_0's poisson: -109.451
[74] valid_0's poisson: -109.453
[75] valid_0's poisson: -109.452
[76] valid_0's poisson: -109.449
[77] valid_0's poisson: -109.457
[78] valid_0's poisson: -109.456
[79] valid_0's poisson: -109.455
[80] valid_0's poisson: -109.457
[81] valid_0's poisson: -109.461
[82] valid_0's poisson: -109.464
[83] valid_0's poisson: -109.468
[84] valid_0's poisson: -109.469
[85] valid_0's poisson: -109.467
[86] valid_0's poisson: -109.477
[87] valid_0's poisson: -109.482
[88] valid_0's poisson: -109.486
[89] valid_0's poisson: -109.491
[90] valid_0's poisson: -109.494
[91] valid_0's poisson: -109.494
[92] valid_0's poisson: -109.5
[93] valid_0's poisson: -109.496
[94] valid_0's poisson: -109.491
[95] valid_0's poisson: -109.499
[96] valid_0's poisson: -109.5
[97] valid_0's poisson: -109.502
[98] valid_0's poisson: -109.501
[99] valid_0's poisson: -109.501
[100] valid_0's poisson: -109.503
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=1.0, max_depth=4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2607
[2] valid_0's poisson: -87.347
[3] valid_0's poisson: -87.4327
[4] valid_0's poisson: -87.5177
[5] valid_0's poisson: -87.6021
[6] valid_0's poisson: -87.6858
[7] valid_0's poisson: -87.7689
[8] valid_0's poisson: -87.8514
[9] valid_0's poisson: -87.9333
[10] valid_0's poisson: -88.0146
[11] valid_0's poisson: -88.0953
[12] valid_0's poisson: -88.1754
[13] valid_0's poisson: -88.2549
[14] valid_0's poisson: -88.3339
[15] valid_0's poisson: -88.4123
[16] valid_0's poisson: -88.4901
[17] valid_0's poisson: -88.5677
[18] valid_0's poisson: -88.6444
[19] valid_0's poisson: -88.7203
[20] valid_0's poisson: -88.7957
[21] valid_0's poisson: -88.8709
[22] valid_0's poisson: -88.9453
[23] valid_0's poisson: -89.0192
[24] valid_0's poisson: -89.0924
[25] valid_0's poisson: -89.1656
[26] valid_0's poisson: -89.2378
[27] valid_0's poisson: -89.3098
[28] valid_0's poisson: -89.3811
[29] valid_0's poisson: -89.4524
[30] valid_0's poisson: -89.5233
[31] valid_0's poisson: -89.5932
[32] valid_0's poisson: -89.6628
[33] valid_0's poisson: -89.7319
[34] valid_0's poisson: -89.8017
[35] valid_0's poisson: -89.8703
[36] valid_0's poisson: -89.9388
[37] valid_0's poisson: -90.0073
[38] valid_0's poisson: -90.075
[39] valid_0's poisson: -90.1423
[40] valid_0's poisson: -90.2087
[41] valid_0's poisson: -90.2756
[42] valid_0's poisson: -90.3417
[43] valid_0's poisson: -90.4073
[44] valid_0's poisson: -90.473
[45] valid_0's poisson: -90.538
[46] valid_0's poisson: -90.6027
[47] valid_0's poisson: -90.6672
[48] valid_0's poisson: -90.731
[49] valid_0's poisson: -90.7944
[50] valid_0's poisson: -90.8578
[51] valid_0's poisson: -90.9206
[52] valid_0's poisson: -90.9831
[53] valid_0's poisson: -91.0451
[54] valid_0's poisson: -91.1067
[55] valid_0's poisson: -91.1678
[56] valid_0's poisson: -91.229
[57] valid_0's poisson: -91.2896
[58] valid_0's poisson: -91.35
[59] valid_0's poisson: -91.4102
[60] valid_0's poisson: -91.47
[61] valid_0's poisson: -91.5293
[62] valid_0's poisson: -91.5886
[63] valid_0's poisson: -91.6471
[64] valid_0's poisson: -91.7053
[65] valid_0's poisson: -91.7633
[66] valid_0's poisson: -91.8211
[67] valid_0's poisson: -91.8784
[68] valid_0's poisson: -91.9361
[69] valid_0's poisson: -91.9928
[70] valid_0's poisson: -92.0495
[71] valid_0's poisson: -92.1056
[72] valid_0's poisson: -92.1614
[73] valid_0's poisson: -92.2169
[74] valid_0's poisson: -92.2722
[75] valid_0's poisson: -92.3271
[76] valid_0's poisson: -92.3815
[77] valid_0's poisson: -92.436
[78] valid_0's poisson: -92.4902
[79] valid_0's poisson: -92.5447
[80] valid_0's poisson: -92.5983
[81] valid_0's poisson: -92.6516
[82] valid_0's poisson: -92.7046
[83] valid_0's poisson: -92.7572
[84] valid_0's poisson: -92.8098
[85] valid_0's poisson: -92.862
[86] valid_0's poisson: -92.9139
[87] valid_0's poisson: -92.9659
[88] valid_0's poisson: -93.0175
[89] valid_0's poisson: -93.0686
[90] valid_0's poisson: -93.12
[91] valid_0's poisson: -93.1707
[92] valid_0's poisson: -93.2211
[93] valid_0's poisson: -93.2713
[94] valid_0's poisson: -93.3211
[95] valid_0's poisson: -93.3713
[96] valid_0's poisson: -93.4208
[97] valid_0's poisson: -93.47
[98] valid_0's poisson: -93.5189
[99] valid_0's poisson: -93.5676
[100] valid_0's poisson: -93.6162
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2619
[2] valid_0's poisson: -87.3496
[3] valid_0's poisson: -87.4367
[4] valid_0's poisson: -87.5248
[5] valid_0's poisson: -87.6123
[6] valid_0's poisson: -87.6991
[7] valid_0's poisson: -87.7841
[8] valid_0's poisson: -87.8685
[9] valid_0's poisson: -87.9523
[10] valid_0's poisson: -88.0354
[11] valid_0's poisson: -88.118
[12] valid_0's poisson: -88.1991
[13] valid_0's poisson: -88.2805
[14] valid_0's poisson: -88.3605
[15] valid_0's poisson: -88.44
[16] valid_0's poisson: -88.5196
[17] valid_0's poisson: -88.5979
[18] valid_0's poisson: -88.6764
[19] valid_0's poisson: -88.7537
[20] valid_0's poisson: -88.8304
[21] valid_0's poisson: -88.9073
[22] valid_0's poisson: -88.983
[23] valid_0's poisson: -89.0582
[24] valid_0's poisson: -89.1335
[25] valid_0's poisson: -89.2081
[26] valid_0's poisson: -89.282
[27] valid_0's poisson: -89.3553
[28] valid_0's poisson: -89.4283
[29] valid_0's poisson: -89.5008
[30] valid_0's poisson: -89.5729
[31] valid_0's poisson: -89.6445
[32] valid_0's poisson: -89.7156
[33] valid_0's poisson: -89.7861
[34] valid_0's poisson: -89.8564
[35] valid_0's poisson: -89.9261
[36] valid_0's poisson: -89.9948
[37] valid_0's poisson: -90.063
[38] valid_0's poisson: -90.1314
[39] valid_0's poisson: -90.1989
[40] valid_0's poisson: -90.2664
[41] valid_0's poisson: -90.3336
[42] valid_0's poisson: -90.3997
[43] valid_0's poisson: -90.4662
[44] valid_0's poisson: -90.5315
[45] valid_0's poisson: -90.5964
[46] valid_0's poisson: -90.6615
[47] valid_0's poisson: -90.7263
[48] valid_0's poisson: -90.7907
[49] valid_0's poisson: -90.8542
[50] valid_0's poisson: -90.9173
[51] valid_0's poisson: -90.981
[52] valid_0's poisson: -91.0437
[53] valid_0's poisson: -91.1068
[54] valid_0's poisson: -91.1687
[55] valid_0's poisson: -91.2311
[56] valid_0's poisson: -91.292
[57] valid_0's poisson: -91.3531
[58] valid_0's poisson: -91.4143
[59] valid_0's poisson: -91.475
[60] valid_0's poisson: -91.5349
[61] valid_0's poisson: -91.595
[62] valid_0's poisson: -91.6544
[63] valid_0's poisson: -91.7135
[64] valid_0's poisson: -91.7724
[65] valid_0's poisson: -91.8308
[66] valid_0's poisson: -91.8891
[67] valid_0's poisson: -91.9469
[68] valid_0's poisson: -92.0048
[69] valid_0's poisson: -92.0619
[70] valid_0's poisson: -92.1189
[71] valid_0's poisson: -92.1754
[72] valid_0's poisson: -92.2317
[73] valid_0's poisson: -92.288
[74] valid_0's poisson: -92.3436
[75] valid_0's poisson: -92.3991
[76] valid_0's poisson: -92.4542
[77] valid_0's poisson: -92.5094
[78] valid_0's poisson: -92.5637
[79] valid_0's poisson: -92.6181
[80] valid_0's poisson: -92.672
[81] valid_0's poisson: -92.726
[82] valid_0's poisson: -92.7792
[83] valid_0's poisson: -92.8327
[84] valid_0's poisson: -92.8854
[85] valid_0's poisson: -92.938
[86] valid_0's poisson: -92.9904
[87] valid_0's poisson: -93.0424
[88] valid_0's poisson: -93.0943
[89] valid_0's poisson: -93.1456
[90] valid_0's poisson: -93.1967
[91] valid_0's poisson: -93.2475
[92] valid_0's poisson: -93.2982
[93] valid_0's poisson: -93.3487
[94] valid_0's poisson: -93.3987
[95] valid_0's poisson: -93.4488
[96] valid_0's poisson: -93.4988
[97] valid_0's poisson: -93.5483
[98] valid_0's poisson: -93.5977
[99] valid_0's poisson: -93.6466
[100] valid_0's poisson: -93.6956
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2584
[2] valid_0's poisson: -87.3465
[3] valid_0's poisson: -87.4339
[4] valid_0's poisson: -87.5206
[5] valid_0's poisson: -87.6069
[6] valid_0's poisson: -87.6922
[7] valid_0's poisson: -87.7772
[8] valid_0's poisson: -87.8614
[9] valid_0's poisson: -87.9451
[10] valid_0's poisson: -88.0281
[11] valid_0's poisson: -88.1105
[12] valid_0's poisson: -88.1923
[13] valid_0's poisson: -88.2721
[14] valid_0's poisson: -88.3517
[15] valid_0's poisson: -88.4311
[16] valid_0's poisson: -88.5106
[17] valid_0's poisson: -88.5884
[18] valid_0's poisson: -88.6662
[19] valid_0's poisson: -88.743
[20] valid_0's poisson: -88.8197
[21] valid_0's poisson: -88.8965
[22] valid_0's poisson: -88.9717
[23] valid_0's poisson: -89.0469
[24] valid_0's poisson: -89.1215
[25] valid_0's poisson: -89.1957
[26] valid_0's poisson: -89.2697
[27] valid_0's poisson: -89.3429
[28] valid_0's poisson: -89.4156
[29] valid_0's poisson: -89.4879
[30] valid_0's poisson: -89.5596
[31] valid_0's poisson: -89.6316
[32] valid_0's poisson: -89.7025
[33] valid_0's poisson: -89.7729
[34] valid_0's poisson: -89.8431
[35] valid_0's poisson: -89.9129
[36] valid_0's poisson: -89.9821
[37] valid_0's poisson: -90.0508
[38] valid_0's poisson: -90.1192
[39] valid_0's poisson: -90.1876
[40] valid_0's poisson: -90.2551
[41] valid_0's poisson: -90.3221
[42] valid_0's poisson: -90.3887
[43] valid_0's poisson: -90.4555
[44] valid_0's poisson: -90.5214
[45] valid_0's poisson: -90.5868
[46] valid_0's poisson: -90.6519
[47] valid_0's poisson: -90.7172
[48] valid_0's poisson: -90.7815
[49] valid_0's poisson: -90.8453
[50] valid_0's poisson: -90.9088
[51] valid_0's poisson: -90.9719
[52] valid_0's poisson: -91.0352
[53] valid_0's poisson: -91.0977
[54] valid_0's poisson: -91.1597
[55] valid_0's poisson: -91.222
[56] valid_0's poisson: -91.2834
[57] valid_0's poisson: -91.3444
[58] valid_0's poisson: -91.4051
[59] valid_0's poisson: -91.466
[60] valid_0's poisson: -91.526
[61] valid_0's poisson: -91.5857
[62] valid_0's poisson: -91.6449
[63] valid_0's poisson: -91.7045
[64] valid_0's poisson: -91.7632
[65] valid_0's poisson: -91.8215
[66] valid_0's poisson: -91.8801
[67] valid_0's poisson: -91.9375
[68] valid_0's poisson: -91.9948
[69] valid_0's poisson: -92.0517
[70] valid_0's poisson: -92.1089
[71] valid_0's poisson: -92.1651
[72] valid_0's poisson: -92.2212
[73] valid_0's poisson: -92.2776
[74] valid_0's poisson: -92.3332
[75] valid_0's poisson: -92.3882
[76] valid_0's poisson: -92.4436
[77] valid_0's poisson: -92.4982
[78] valid_0's poisson: -92.5523
[79] valid_0's poisson: -92.6066
[80] valid_0's poisson: -92.661
[81] valid_0's poisson: -92.7145
[82] valid_0's poisson: -92.7677
[83] valid_0's poisson: -92.8212
[84] valid_0's poisson: -92.8737
[85] valid_0's poisson: -92.9263
[86] valid_0's poisson: -92.979
[87] valid_0's poisson: -93.0307
[88] valid_0's poisson: -93.0822
[89] valid_0's poisson: -93.1337
[90] valid_0's poisson: -93.1853
[91] valid_0's poisson: -93.2363
[92] valid_0's poisson: -93.2868
[93] valid_0's poisson: -93.3376
[94] valid_0's poisson: -93.3876
[95] valid_0's poisson: -93.4375
[96] valid_0's poisson: -93.4876
[97] valid_0's poisson: -93.5369
[98] valid_0's poisson: -93.5861
[99] valid_0's poisson: -93.6355
[100] valid_0's poisson: -93.684
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2657
[2] valid_0's poisson: -87.3546
[3] valid_0's poisson: -87.4429
[4] valid_0's poisson: -87.5304
[5] valid_0's poisson: -87.6173
[6] valid_0's poisson: -87.7035
[7] valid_0's poisson: -87.789
[8] valid_0's poisson: -87.8738
[9] valid_0's poisson: -87.958
[10] valid_0's poisson: -88.0416
[11] valid_0's poisson: -88.1246
[12] valid_0's poisson: -88.2069
[13] valid_0's poisson: -88.2886
[14] valid_0's poisson: -88.3697
[15] valid_0's poisson: -88.4503
[16] valid_0's poisson: -88.5302
[17] valid_0's poisson: -88.6096
[18] valid_0's poisson: -88.6884
[19] valid_0's poisson: -88.7667
[20] valid_0's poisson: -88.8443
[21] valid_0's poisson: -88.921
[22] valid_0's poisson: -88.9971
[23] valid_0's poisson: -89.0732
[24] valid_0's poisson: -89.1483
[25] valid_0's poisson: -89.2228
[26] valid_0's poisson: -89.2974
[27] valid_0's poisson: -89.3709
[28] valid_0's poisson: -89.444
[29] valid_0's poisson: -89.5172
[30] valid_0's poisson: -89.5894
[31] valid_0's poisson: -89.6612
[32] valid_0's poisson: -89.7325
[33] valid_0's poisson: -89.8032
[34] valid_0's poisson: -89.8734
[35] valid_0's poisson: -89.9432
[36] valid_0's poisson: -90.0125
[37] valid_0's poisson: -90.0815
[38] valid_0's poisson: -90.15
[39] valid_0's poisson: -90.218
[40] valid_0's poisson: -90.2855
[41] valid_0's poisson: -90.3528
[42] valid_0's poisson: -90.4195
[43] valid_0's poisson: -90.4858
[44] valid_0's poisson: -90.5519
[45] valid_0's poisson: -90.6176
[46] valid_0's poisson: -90.6827
[47] valid_0's poisson: -90.7475
[48] valid_0's poisson: -90.8118
[49] valid_0's poisson: -90.876
[50] valid_0's poisson: -90.9396
[51] valid_0's poisson: -91.0027
[52] valid_0's poisson: -91.0659
[53] valid_0's poisson: -91.1285
[54] valid_0's poisson: -91.1906
[55] valid_0's poisson: -91.2524
[56] valid_0's poisson: -91.3141
[57] valid_0's poisson: -91.3753
[58] valid_0's poisson: -91.4363
[59] valid_0's poisson: -91.4969
[60] valid_0's poisson: -91.5571
[61] valid_0's poisson: -91.6174
[62] valid_0's poisson: -91.677
[63] valid_0's poisson: -91.7364
[64] valid_0's poisson: -91.7954
[65] valid_0's poisson: -91.8542
[66] valid_0's poisson: -91.9125
[67] valid_0's poisson: -91.9705
[68] valid_0's poisson: -92.0283
[69] valid_0's poisson: -92.0858
[70] valid_0's poisson: -92.1429
[71] valid_0's poisson: -92.1996
[72] valid_0's poisson: -92.2561
[73] valid_0's poisson: -92.3123
[74] valid_0's poisson: -92.3681
[75] valid_0's poisson: -92.4238
[76] valid_0's poisson: -92.479
[77] valid_0's poisson: -92.5341
[78] valid_0's poisson: -92.5887
[79] valid_0's poisson: -92.643
[80] valid_0's poisson: -92.6972
[81] valid_0's poisson: -92.751
[82] valid_0's poisson: -92.8047
[83] valid_0's poisson: -92.8582
[84] valid_0's poisson: -92.9112
[85] valid_0's poisson: -92.964
[86] valid_0's poisson: -93.0165
[87] valid_0's poisson: -93.0688
[88] valid_0's poisson: -93.1206
[89] valid_0's poisson: -93.1726
[90] valid_0's poisson: -93.224
[91] valid_0's poisson: -93.2751
[92] valid_0's poisson: -93.326
[93] valid_0's poisson: -93.3768
[94] valid_0's poisson: -93.4272
[95] valid_0's poisson: -93.4774
[96] valid_0's poisson: -93.5275
[97] valid_0's poisson: -93.5771
[98] valid_0's poisson: -93.6264
[99] valid_0's poisson: -93.6756
[100] valid_0's poisson: -93.7248
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2515
[2] valid_0's poisson: -87.3388
[3] valid_0's poisson: -87.4253
[4] valid_0's poisson: -87.5112
[5] valid_0's poisson: -87.5964
[6] valid_0's poisson: -87.681
[7] valid_0's poisson: -87.7649
[8] valid_0's poisson: -87.8482
[9] valid_0's poisson: -87.9309
[10] valid_0's poisson: -88.0129
[11] valid_0's poisson: -88.0944
[12] valid_0's poisson: -88.1752
[13] valid_0's poisson: -88.2555
[14] valid_0's poisson: -88.3351
[15] valid_0's poisson: -88.4142
[16] valid_0's poisson: -88.4928
[17] valid_0's poisson: -88.5707
[18] valid_0's poisson: -88.6481
[19] valid_0's poisson: -88.725
[20] valid_0's poisson: -88.8013
[21] valid_0's poisson: -88.8772
[22] valid_0's poisson: -88.9519
[23] valid_0's poisson: -89.0267
[24] valid_0's poisson: -89.1005
[25] valid_0's poisson: -89.1743
[26] valid_0's poisson: -89.2475
[27] valid_0's poisson: -89.3198
[28] valid_0's poisson: -89.3922
[29] valid_0's poisson: -89.4635
[30] valid_0's poisson: -89.5349
[31] valid_0's poisson: -89.6054
[32] valid_0's poisson: -89.676
[33] valid_0's poisson: -89.7459
[34] valid_0's poisson: -89.8157
[35] valid_0's poisson: -89.8848
[36] valid_0's poisson: -89.9536
[37] valid_0's poisson: -90.022
[38] valid_0's poisson: -90.0899
[39] valid_0's poisson: -90.1573
[40] valid_0's poisson: -90.2243
[41] valid_0's poisson: -90.291
[42] valid_0's poisson: -90.3572
[43] valid_0's poisson: -90.423
[44] valid_0's poisson: -90.4884
[45] valid_0's poisson: -90.553
[46] valid_0's poisson: -90.6176
[47] valid_0's poisson: -90.6818
[48] valid_0's poisson: -90.7457
[49] valid_0's poisson: -90.8092
[50] valid_0's poisson: -90.8724
[51] valid_0's poisson: -90.9348
[52] valid_0's poisson: -90.9971
[53] valid_0's poisson: -91.0591
[54] valid_0's poisson: -91.1209
[55] valid_0's poisson: -91.1824
[56] valid_0's poisson: -91.2434
[57] valid_0's poisson: -91.3041
[58] valid_0's poisson: -91.3644
[59] valid_0's poisson: -91.4243
[60] valid_0's poisson: -91.4839
[61] valid_0's poisson: -91.5432
[62] valid_0's poisson: -91.6022
[63] valid_0's poisson: -91.661
[64] valid_0's poisson: -91.7194
[65] valid_0's poisson: -91.7774
[66] valid_0's poisson: -91.8352
[67] valid_0's poisson: -91.8927
[68] valid_0's poisson: -91.9498
[69] valid_0's poisson: -92.0065
[70] valid_0's poisson: -92.0631
[71] valid_0's poisson: -92.1194
[72] valid_0's poisson: -92.1752
[73] valid_0's poisson: -92.2306
[74] valid_0's poisson: -92.2862
[75] valid_0's poisson: -92.3413
[76] valid_0's poisson: -92.3961
[77] valid_0's poisson: -92.4504
[78] valid_0's poisson: -92.5045
[79] valid_0's poisson: -92.5585
[80] valid_0's poisson: -92.6122
[81] valid_0's poisson: -92.6654
[82] valid_0's poisson: -92.7185
[83] valid_0's poisson: -92.7712
[84] valid_0's poisson: -92.824
[85] valid_0's poisson: -92.8763
[86] valid_0's poisson: -92.9282
[87] valid_0's poisson: -92.98
[88] valid_0's poisson: -93.0317
[89] valid_0's poisson: -93.0829
[90] valid_0's poisson: -93.1338
[91] valid_0's poisson: -93.1844
[92] valid_0's poisson: -93.235
[93] valid_0's poisson: -93.2853
[94] valid_0's poisson: -93.3352
[95] valid_0's poisson: -93.3849
[96] valid_0's poisson: -93.4345
[97] valid_0's poisson: -93.4836
[98] valid_0's poisson: -93.5325
[99] valid_0's poisson: -93.5815
[100] valid_0's poisson: -93.63
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=1, learning_rate=0.00390625, max_depth=5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -92.7215
[2] valid_0's poisson: -95.9976
[3] valid_0's poisson: -98.3726
[4] valid_0's poisson: -100.179
[5] valid_0's poisson: -101.606
[6] valid_0's poisson: -102.78
[7] valid_0's poisson: -103.725
[8] valid_0's poisson: -104.504
[9] valid_0's poisson: -105.169
[10] valid_0's poisson: -105.745
[11] valid_0's poisson: -106.205
[12] valid_0's poisson: -106.63
[13] valid_0's poisson: -106.986
[14] valid_0's poisson: -107.275
[15] valid_0's poisson: -107.552
[16] valid_0's poisson: -107.768
[17] valid_0's poisson: -107.95
[18] valid_0's poisson: -108.124
[19] valid_0's poisson: -108.264
[20] valid_0's poisson: -108.396
[21] valid_0's poisson: -108.521
[22] valid_0's poisson: -108.613
[23] valid_0's poisson: -108.691
[24] valid_0's poisson: -108.777
[25] valid_0's poisson: -108.837
[26] valid_0's poisson: -108.894
[27] valid_0's poisson: -108.936
[28] valid_0's poisson: -108.984
[29] valid_0's poisson: -109.02
[30] valid_0's poisson: -109.046
[31] valid_0's poisson: -109.073
[32] valid_0's poisson: -109.103
[33] valid_0's poisson: -109.126
[34] valid_0's poisson: -109.15
[35] valid_0's poisson: -109.168
[36] valid_0's poisson: -109.186
[37] valid_0's poisson: -109.21
[38] valid_0's poisson: -109.238
[39] valid_0's poisson: -109.259
[40] valid_0's poisson: -109.265
[41] valid_0's poisson: -109.288
[42] valid_0's poisson: -109.312
[43] valid_0's poisson: -109.331
[44] valid_0's poisson: -109.347
[45] valid_0's poisson: -109.353
[46] valid_0's poisson: -109.37
[47] valid_0's poisson: -109.38
[48] valid_0's poisson: -109.38
[49] valid_0's poisson: -109.388
[50] valid_0's poisson: -109.402
[51] valid_0's poisson: -109.411
[52] valid_0's poisson: -109.416
[53] valid_0's poisson: -109.435
[54] valid_0's poisson: -109.445
[55] valid_0's poisson: -109.451
[56] valid_0's poisson: -109.453
[57] valid_0's poisson: -109.455
[58] valid_0's poisson: -109.461
[59] valid_0's poisson: -109.471
[60] valid_0's poisson: -109.482
[61] valid_0's poisson: -109.496
[62] valid_0's poisson: -109.499
[63] valid_0's poisson: -109.509
[64] valid_0's poisson: -109.518
[65] valid_0's poisson: -109.521
[66] valid_0's poisson: -109.523
[67] valid_0's poisson: -109.529
[68] valid_0's poisson: -109.53
[69] valid_0's poisson: -109.53
[70] valid_0's poisson: -109.54
[71] valid_0's poisson: -109.543
[72] valid_0's poisson: -109.548
[73] valid_0's poisson: -109.55
[74] valid_0's poisson: -109.558
[75] valid_0's poisson: -109.565
[76] valid_0's poisson: -109.575
[77] valid_0's poisson: -109.576
[78] valid_0's poisson: -109.575
[79] valid_0's poisson: -109.585
[80] valid_0's poisson: -109.591
[81] valid_0's poisson: -109.595
[82] valid_0's poisson: -109.6
[83] valid_0's poisson: -109.604
[84] valid_0's poisson: -109.609
[85] valid_0's poisson: -109.614
[86] valid_0's poisson: -109.621
[87] valid_0's poisson: -109.625
[88] valid_0's poisson: -109.628
[89] valid_0's poisson: -109.63
[90] valid_0's poisson: -109.634
[91] valid_0's poisson: -109.634
[92] valid_0's poisson: -109.634
[93] valid_0's poisson: -109.635
[94] valid_0's poisson: -109.64
[95] valid_0's poisson: -109.644
[96] valid_0's poisson: -109.652
[97] valid_0's poisson: -109.66
[98] valid_0's poisson: -109.661
[99] valid_0's poisson: -109.661
[100] valid_0's poisson: -109.664
Fitting 5 folds for each of 50 candidates, totalling 250 fits
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -90.809 valid_0's tweedie: 15.6648
[2] valid_0's poisson: -93.2796 valid_0's tweedie: 15.5313
[3] valid_0's poisson: -95.0265 valid_0's tweedie: 15.4226
[4] valid_0's poisson: -96.4084 valid_0's tweedie: 15.327
[5] valid_0's poisson: -97.5161 valid_0's tweedie: 15.2493
[6] valid_0's poisson: -98.416 valid_0's tweedie: 15.1846
[7] valid_0's poisson: -99.1794 valid_0's tweedie: 15.1304
[8] valid_0's poisson: -99.8893 valid_0's tweedie: 15.0814
[9] valid_0's poisson: -100.496 valid_0's tweedie: 15.0402
[10] valid_0's poisson: -101.052 valid_0's tweedie: 15.0032
[11] valid_0's poisson: -101.544 valid_0's tweedie: 14.9718
[12] valid_0's poisson: -102.005 valid_0's tweedie: 14.9437
[13] valid_0's poisson: -102.419 valid_0's tweedie: 14.9206
[14] valid_0's poisson: -102.827 valid_0's tweedie: 14.8953
[15] valid_0's poisson: -103.213 valid_0's tweedie: 14.8745
[16] valid_0's poisson: -103.554 valid_0's tweedie: 14.8568
[17] valid_0's poisson: -103.87 valid_0's tweedie: 14.8403
[18] valid_0's poisson: -104.169 valid_0's tweedie: 14.826
[19] valid_0's poisson: -104.452 valid_0's tweedie: 14.8118
[20] valid_0's poisson: -104.697 valid_0's tweedie: 14.7998
[21] valid_0's poisson: -104.927 valid_0's tweedie: 14.7888
[22] valid_0's poisson: -105.159 valid_0's tweedie: 14.779
[23] valid_0's poisson: -105.383 valid_0's tweedie: 14.7698
[24] valid_0's poisson: -105.592 valid_0's tweedie: 14.7617
[25] valid_0's poisson: -105.777 valid_0's tweedie: 14.7541
[26] valid_0's poisson: -105.959 valid_0's tweedie: 14.7466
[27] valid_0's poisson: -106.124 valid_0's tweedie: 14.7404
[28] valid_0's poisson: -106.281 valid_0's tweedie: 14.7342
[29] valid_0's poisson: -106.445 valid_0's tweedie: 14.7284
[30] valid_0's poisson: -106.594 valid_0's tweedie: 14.7221
[31] valid_0's poisson: -106.725 valid_0's tweedie: 14.7173
[32] valid_0's poisson: -106.845 valid_0's tweedie: 14.713
[33] valid_0's poisson: -106.964 valid_0's tweedie: 14.7087
[34] valid_0's poisson: -107.062 valid_0's tweedie: 14.7048
[35] valid_0's poisson: -107.157 valid_0's tweedie: 14.7016
[36] valid_0's poisson: -107.248 valid_0's tweedie: 14.6983
[37] valid_0's poisson: -107.34 valid_0's tweedie: 14.6948
[38] valid_0's poisson: -107.423 valid_0's tweedie: 14.6919
[39] valid_0's poisson: -107.518 valid_0's tweedie: 14.6882
[40] valid_0's poisson: -107.591 valid_0's tweedie: 14.6857
[41] valid_0's poisson: -107.658 valid_0's tweedie: 14.6831
[42] valid_0's poisson: -107.71 valid_0's tweedie: 14.6814
[43] valid_0's poisson: -107.76 valid_0's tweedie: 14.6793
[44] valid_0's poisson: -107.835 valid_0's tweedie: 14.6767
[45] valid_0's poisson: -107.893 valid_0's tweedie: 14.6749
[46] valid_0's poisson: -107.942 valid_0's tweedie: 14.6731
[47] valid_0's poisson: -107.99 valid_0's tweedie: 14.6716
[48] valid_0's poisson: -108.043 valid_0's tweedie: 14.6698
[49] valid_0's poisson: -108.092 valid_0's tweedie: 14.668
[50] valid_0's poisson: -108.138 valid_0's tweedie: 14.6665
[51] valid_0's poisson: -108.167 valid_0's tweedie: 14.6652
[52] valid_0's poisson: -108.201 valid_0's tweedie: 14.6631
[53] valid_0's poisson: -108.249 valid_0's tweedie: 14.6614
[54] valid_0's poisson: -108.274 valid_0's tweedie: 14.6605
[55] valid_0's poisson: -108.302 valid_0's tweedie: 14.6598
[56] valid_0's poisson: -108.337 valid_0's tweedie: 14.6587
[57] valid_0's poisson: -108.362 valid_0's tweedie: 14.6578
[58] valid_0's poisson: -108.383 valid_0's tweedie: 14.6571
[59] valid_0's poisson: -108.417 valid_0's tweedie: 14.6561
[60] valid_0's poisson: -108.441 valid_0's tweedie: 14.6555
[61] valid_0's poisson: -108.468 valid_0's tweedie: 14.6546
[62] valid_0's poisson: -108.486 valid_0's tweedie: 14.6542
[63] valid_0's poisson: -108.506 valid_0's tweedie: 14.6535
[64] valid_0's poisson: -108.532 valid_0's tweedie: 14.6529
[65] valid_0's poisson: -108.541 valid_0's tweedie: 14.6525
[66] valid_0's poisson: -108.555 valid_0's tweedie: 14.6522
[67] valid_0's poisson: -108.578 valid_0's tweedie: 14.651
[68] valid_0's poisson: -108.596 valid_0's tweedie: 14.6505
[69] valid_0's poisson: -108.621 valid_0's tweedie: 14.6498
[70] valid_0's poisson: -108.633 valid_0's tweedie: 14.6495
[71] valid_0's poisson: -108.645 valid_0's tweedie: 14.6491
[72] valid_0's poisson: -108.666 valid_0's tweedie: 14.6486
[73] valid_0's poisson: -108.684 valid_0's tweedie: 14.6476
[74] valid_0's poisson: -108.693 valid_0's tweedie: 14.6474
[75] valid_0's poisson: -108.703 valid_0's tweedie: 14.6471
[76] valid_0's poisson: -108.719 valid_0's tweedie: 14.6467
[77] valid_0's poisson: -108.729 valid_0's tweedie: 14.6463
[78] valid_0's poisson: -108.75 valid_0's tweedie: 14.6458
[79] valid_0's poisson: -108.762 valid_0's tweedie: 14.6452
[80] valid_0's poisson: -108.773 valid_0's tweedie: 14.6448
[81] valid_0's poisson: -108.779 valid_0's tweedie: 14.6447
[82] valid_0's poisson: -108.793 valid_0's tweedie: 14.644
[83] valid_0's poisson: -108.804 valid_0's tweedie: 14.6437
[84] valid_0's poisson: -108.813 valid_0's tweedie: 14.6435
[85] valid_0's poisson: -108.821 valid_0's tweedie: 14.6431
[86] valid_0's poisson: -108.83 valid_0's tweedie: 14.6426
[87] valid_0's poisson: -108.841 valid_0's tweedie: 14.6422
[88] valid_0's poisson: -108.845 valid_0's tweedie: 14.6419
[89] valid_0's poisson: -108.856 valid_0's tweedie: 14.6416
[90] valid_0's poisson: -108.866 valid_0's tweedie: 14.6412
[91] valid_0's poisson: -108.87 valid_0's tweedie: 14.641
[92] valid_0's poisson: -108.881 valid_0's tweedie: 14.6403
[93] valid_0's poisson: -108.887 valid_0's tweedie: 14.6403
[94] valid_0's poisson: -108.895 valid_0's tweedie: 14.6399
[95] valid_0's poisson: -108.906 valid_0's tweedie: 14.6396
[96] valid_0's poisson: -108.918 valid_0's tweedie: 14.6393
[97] valid_0's poisson: -108.922 valid_0's tweedie: 14.6387
[98] valid_0's poisson: -108.93 valid_0's tweedie: 14.6386
[99] valid_0's poisson: -108.932 valid_0's tweedie: 14.6383
[100] valid_0's poisson: -108.938 valid_0's tweedie: 14.6383
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.01, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -90.8756 valid_0's tweedie: 15.6606
[2] valid_0's poisson: -93.3767 valid_0's tweedie: 15.5243
[3] valid_0's poisson: -95.1268 valid_0's tweedie: 15.4143
[4] valid_0's poisson: -96.4598 valid_0's tweedie: 15.3239
[5] valid_0's poisson: -97.5474 valid_0's tweedie: 15.2467
[6] valid_0's poisson: -98.4342 valid_0's tweedie: 15.1835
[7] valid_0's poisson: -99.1985 valid_0's tweedie: 15.1286
[8] valid_0's poisson: -99.9303 valid_0's tweedie: 15.0772
[9] valid_0's poisson: -100.526 valid_0's tweedie: 15.0357
[10] valid_0's poisson: -101.1 valid_0's tweedie: 14.9986
[11] valid_0's poisson: -101.599 valid_0's tweedie: 14.9678
[12] valid_0's poisson: -102.064 valid_0's tweedie: 14.9391
[13] valid_0's poisson: -102.501 valid_0's tweedie: 14.9138
[14] valid_0's poisson: -102.887 valid_0's tweedie: 14.8915
[15] valid_0's poisson: -103.275 valid_0's tweedie: 14.8703
[16] valid_0's poisson: -103.622 valid_0's tweedie: 14.8523
[17] valid_0's poisson: -103.945 valid_0's tweedie: 14.8361
[18] valid_0's poisson: -104.245 valid_0's tweedie: 14.8224
[19] valid_0's poisson: -104.516 valid_0's tweedie: 14.8083
[20] valid_0's poisson: -104.766 valid_0's tweedie: 14.7957
[21] valid_0's poisson: -105.011 valid_0's tweedie: 14.7854
[22] valid_0's poisson: -105.245 valid_0's tweedie: 14.7762
[23] valid_0's poisson: -105.456 valid_0's tweedie: 14.7678
[24] valid_0's poisson: -105.651 valid_0's tweedie: 14.7591
[25] valid_0's poisson: -105.847 valid_0's tweedie: 14.75
[26] valid_0's poisson: -106.013 valid_0's tweedie: 14.7437
[27] valid_0's poisson: -106.18 valid_0's tweedie: 14.7372
[28] valid_0's poisson: -106.333 valid_0's tweedie: 14.7308
[29] valid_0's poisson: -106.474 valid_0's tweedie: 14.726
[30] valid_0's poisson: -106.627 valid_0's tweedie: 14.72
[31] valid_0's poisson: -106.748 valid_0's tweedie: 14.7157
[32] valid_0's poisson: -106.869 valid_0's tweedie: 14.7115
[33] valid_0's poisson: -106.975 valid_0's tweedie: 14.7073
[34] valid_0's poisson: -107.082 valid_0's tweedie: 14.7034
[35] valid_0's poisson: -107.173 valid_0's tweedie: 14.7003
[36] valid_0's poisson: -107.252 valid_0's tweedie: 14.6976
[37] valid_0's poisson: -107.352 valid_0's tweedie: 14.694
[38] valid_0's poisson: -107.435 valid_0's tweedie: 14.6907
[39] valid_0's poisson: -107.516 valid_0's tweedie: 14.6882
[40] valid_0's poisson: -107.582 valid_0's tweedie: 14.6846
[41] valid_0's poisson: -107.649 valid_0's tweedie: 14.682
[42] valid_0's poisson: -107.724 valid_0's tweedie: 14.6794
[43] valid_0's poisson: -107.791 valid_0's tweedie: 14.6772
[44] valid_0's poisson: -107.848 valid_0's tweedie: 14.6755
[45] valid_0's poisson: -107.907 valid_0's tweedie: 14.6734
[46] valid_0's poisson: -107.955 valid_0's tweedie: 14.6716
[47] valid_0's poisson: -107.995 valid_0's tweedie: 14.6694
[48] valid_0's poisson: -108.055 valid_0's tweedie: 14.6673
[49] valid_0's poisson: -108.092 valid_0's tweedie: 14.6662
[50] valid_0's poisson: -108.132 valid_0's tweedie: 14.6649
[51] valid_0's poisson: -108.185 valid_0's tweedie: 14.6631
[52] valid_0's poisson: -108.217 valid_0's tweedie: 14.6621
[53] valid_0's poisson: -108.237 valid_0's tweedie: 14.6615
[54] valid_0's poisson: -108.273 valid_0's tweedie: 14.6599
[55] valid_0's poisson: -108.296 valid_0's tweedie: 14.659
[56] valid_0's poisson: -108.327 valid_0's tweedie: 14.6576
[57] valid_0's poisson: -108.362 valid_0's tweedie: 14.6564
[58] valid_0's poisson: -108.378 valid_0's tweedie: 14.6557
[59] valid_0's poisson: -108.396 valid_0's tweedie: 14.6548
[60] valid_0's poisson: -108.416 valid_0's tweedie: 14.654
[61] valid_0's poisson: -108.45 valid_0's tweedie: 14.6524
[62] valid_0's poisson: -108.48 valid_0's tweedie: 14.6516
[63] valid_0's poisson: -108.515 valid_0's tweedie: 14.6503
[64] valid_0's poisson: -108.534 valid_0's tweedie: 14.6499
[65] valid_0's poisson: -108.545 valid_0's tweedie: 14.6496
[66] valid_0's poisson: -108.57 valid_0's tweedie: 14.6489
[67] valid_0's poisson: -108.587 valid_0's tweedie: 14.6484
[68] valid_0's poisson: -108.6 valid_0's tweedie: 14.648
[69] valid_0's poisson: -108.624 valid_0's tweedie: 14.6473
[70] valid_0's poisson: -108.634 valid_0's tweedie: 14.6468
[71] valid_0's poisson: -108.658 valid_0's tweedie: 14.6462
[72] valid_0's poisson: -108.669 valid_0's tweedie: 14.6458
[73] valid_0's poisson: -108.683 valid_0's tweedie: 14.645
[74] valid_0's poisson: -108.691 valid_0's tweedie: 14.6447
[75] valid_0's poisson: -108.703 valid_0's tweedie: 14.6444
[76] valid_0's poisson: -108.711 valid_0's tweedie: 14.6438
[77] valid_0's poisson: -108.72 valid_0's tweedie: 14.6435
[78] valid_0's poisson: -108.737 valid_0's tweedie: 14.643
[79] valid_0's poisson: -108.747 valid_0's tweedie: 14.6422
[80] valid_0's poisson: -108.757 valid_0's tweedie: 14.642
[81] valid_0's poisson: -108.779 valid_0's tweedie: 14.6413
[82] valid_0's poisson: -108.785 valid_0's tweedie: 14.641
[83] valid_0's poisson: -108.798 valid_0's tweedie: 14.6403
[84] valid_0's poisson: -108.811 valid_0's tweedie: 14.64
[85] valid_0's poisson: -108.821 valid_0's tweedie: 14.6394
[86] valid_0's poisson: -108.829 valid_0's tweedie: 14.6392
[87] valid_0's poisson: -108.834 valid_0's tweedie: 14.6391
[88] valid_0's poisson: -108.846 valid_0's tweedie: 14.6385
[89] valid_0's poisson: -108.857 valid_0's tweedie: 14.6382
[90] valid_0's poisson: -108.868 valid_0's tweedie: 14.6379
[91] valid_0's poisson: -108.873 valid_0's tweedie: 14.6374
[92] valid_0's poisson: -108.893 valid_0's tweedie: 14.637
[93] valid_0's poisson: -108.899 valid_0's tweedie: 14.6368
[94] valid_0's poisson: -108.91 valid_0's tweedie: 14.6365
[95] valid_0's poisson: -108.918 valid_0's tweedie: 14.6363
[96] valid_0's poisson: -108.923 valid_0's tweedie: 14.6362
[97] valid_0's poisson: -108.928 valid_0's tweedie: 14.6362
[98] valid_0's poisson: -108.936 valid_0's tweedie: 14.636
[99] valid_0's poisson: -108.939 valid_0's tweedie: 14.6357
[100] valid_0's poisson: -108.946 valid_0's tweedie: 14.6358
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.01, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -90.8153 valid_0's tweedie: 15.6646
[2] valid_0's poisson: -93.2991 valid_0's tweedie: 15.5307
[3] valid_0's poisson: -95.0614 valid_0's tweedie: 15.421
[4] valid_0's poisson: -96.4335 valid_0's tweedie: 15.3289
[5] valid_0's poisson: -97.5832 valid_0's tweedie: 15.2427
[6] valid_0's poisson: -98.4936 valid_0's tweedie: 15.1769
[7] valid_0's poisson: -99.238 valid_0's tweedie: 15.1232
[8] valid_0's poisson: -99.9541 valid_0's tweedie: 15.0737
[9] valid_0's poisson: -100.584 valid_0's tweedie: 15.0318
[10] valid_0's poisson: -101.13 valid_0's tweedie: 14.996
[11] valid_0's poisson: -101.635 valid_0's tweedie: 14.9646
[12] valid_0's poisson: -102.091 valid_0's tweedie: 14.9377
[13] valid_0's poisson: -102.515 valid_0's tweedie: 14.9126
[14] valid_0's poisson: -102.913 valid_0's tweedie: 14.8898
[15] valid_0's poisson: -103.284 valid_0's tweedie: 14.8708
[16] valid_0's poisson: -103.636 valid_0's tweedie: 14.8531
[17] valid_0's poisson: -103.944 valid_0's tweedie: 14.8369
[18] valid_0's poisson: -104.242 valid_0's tweedie: 14.8229
[19] valid_0's poisson: -104.519 valid_0's tweedie: 14.808
[20] valid_0's poisson: -104.772 valid_0's tweedie: 14.7949
[21] valid_0's poisson: -105.021 valid_0's tweedie: 14.7843
[22] valid_0's poisson: -105.225 valid_0's tweedie: 14.7739
[23] valid_0's poisson: -105.451 valid_0's tweedie: 14.7637
[24] valid_0's poisson: -105.654 valid_0's tweedie: 14.7555
[25] valid_0's poisson: -105.842 valid_0's tweedie: 14.7484
[26] valid_0's poisson: -106.024 valid_0's tweedie: 14.7401
[27] valid_0's poisson: -106.184 valid_0's tweedie: 14.734
[28] valid_0's poisson: -106.349 valid_0's tweedie: 14.7279
[29] valid_0's poisson: -106.503 valid_0's tweedie: 14.7215
[30] valid_0's poisson: -106.649 valid_0's tweedie: 14.7163
[31] valid_0's poisson: -106.776 valid_0's tweedie: 14.7119
[32] valid_0's poisson: -106.892 valid_0's tweedie: 14.708
[33] valid_0's poisson: -107.003 valid_0's tweedie: 14.7036
[34] valid_0's poisson: -107.11 valid_0's tweedie: 14.7002
[35] valid_0's poisson: -107.215 valid_0's tweedie: 14.6958
[36] valid_0's poisson: -107.309 valid_0's tweedie: 14.6928
[37] valid_0's poisson: -107.391 valid_0's tweedie: 14.6895
[38] valid_0's poisson: -107.471 valid_0's tweedie: 14.6867
[39] valid_0's poisson: -107.541 valid_0's tweedie: 14.684
[40] valid_0's poisson: -107.613 valid_0's tweedie: 14.6812
[41] valid_0's poisson: -107.677 valid_0's tweedie: 14.679
[42] valid_0's poisson: -107.734 valid_0's tweedie: 14.6763
[43] valid_0's poisson: -107.799 valid_0's tweedie: 14.674
[44] valid_0's poisson: -107.846 valid_0's tweedie: 14.6723
[45] valid_0's poisson: -107.895 valid_0's tweedie: 14.6708
[46] valid_0's poisson: -107.939 valid_0's tweedie: 14.6686
[47] valid_0's poisson: -107.99 valid_0's tweedie: 14.6668
[48] valid_0's poisson: -108.05 valid_0's tweedie: 14.6648
[49] valid_0's poisson: -108.08 valid_0's tweedie: 14.6636
[50] valid_0's poisson: -108.126 valid_0's tweedie: 14.6621
[51] valid_0's poisson: -108.151 valid_0's tweedie: 14.661
[52] valid_0's poisson: -108.201 valid_0's tweedie: 14.6592
[53] valid_0's poisson: -108.243 valid_0's tweedie: 14.658
[54] valid_0's poisson: -108.269 valid_0's tweedie: 14.6572
[55] valid_0's poisson: -108.298 valid_0's tweedie: 14.656
[56] valid_0's poisson: -108.335 valid_0's tweedie: 14.655
[57] valid_0's poisson: -108.358 valid_0's tweedie: 14.6542
[58] valid_0's poisson: -108.385 valid_0's tweedie: 14.6534
[59] valid_0's poisson: -108.403 valid_0's tweedie: 14.6525
[60] valid_0's poisson: -108.434 valid_0's tweedie: 14.6516
[61] valid_0's poisson: -108.451 valid_0's tweedie: 14.6512
[62] valid_0's poisson: -108.483 valid_0's tweedie: 14.6501
[63] valid_0's poisson: -108.511 valid_0's tweedie: 14.6493
[64] valid_0's poisson: -108.527 valid_0's tweedie: 14.6486
[65] valid_0's poisson: -108.546 valid_0's tweedie: 14.648
[66] valid_0's poisson: -108.57 valid_0's tweedie: 14.6474
[67] valid_0's poisson: -108.586 valid_0's tweedie: 14.6468
[68] valid_0's poisson: -108.605 valid_0's tweedie: 14.6459
[69] valid_0's poisson: -108.616 valid_0's tweedie: 14.6456
[70] valid_0's poisson: -108.637 valid_0's tweedie: 14.6449
[71] valid_0's poisson: -108.647 valid_0's tweedie: 14.6447
[72] valid_0's poisson: -108.658 valid_0's tweedie: 14.6442
[73] valid_0's poisson: -108.667 valid_0's tweedie: 14.644
[74] valid_0's poisson: -108.676 valid_0's tweedie: 14.6436
[75] valid_0's poisson: -108.694 valid_0's tweedie: 14.6432
[76] valid_0's poisson: -108.706 valid_0's tweedie: 14.6429
[77] valid_0's poisson: -108.72 valid_0's tweedie: 14.6422
[78] valid_0's poisson: -108.735 valid_0's tweedie: 14.6419
[79] valid_0's poisson: -108.745 valid_0's tweedie: 14.6416
[80] valid_0's poisson: -108.754 valid_0's tweedie: 14.6412
[81] valid_0's poisson: -108.761 valid_0's tweedie: 14.6407
[82] valid_0's poisson: -108.781 valid_0's tweedie: 14.6401
[83] valid_0's poisson: -108.791 valid_0's tweedie: 14.6399
[84] valid_0's poisson: -108.803 valid_0's tweedie: 14.6397
[85] valid_0's poisson: -108.813 valid_0's tweedie: 14.6394
[86] valid_0's poisson: -108.816 valid_0's tweedie: 14.6393
[87] valid_0's poisson: -108.825 valid_0's tweedie: 14.639
[88] valid_0's poisson: -108.829 valid_0's tweedie: 14.6388
[89] valid_0's poisson: -108.835 valid_0's tweedie: 14.6387
[90] valid_0's poisson: -108.84 valid_0's tweedie: 14.6385
[91] valid_0's poisson: -108.843 valid_0's tweedie: 14.6382
[92] valid_0's poisson: -108.857 valid_0's tweedie: 14.638
[93] valid_0's poisson: -108.87 valid_0's tweedie: 14.6378
[94] valid_0's poisson: -108.87 valid_0's tweedie: 14.6378
[95] valid_0's poisson: -108.882 valid_0's tweedie: 14.6374
[96] valid_0's poisson: -108.883 valid_0's tweedie: 14.6374
[97] valid_0's poisson: -108.893 valid_0's tweedie: 14.6373
[98] valid_0's poisson: -108.899 valid_0's tweedie: 14.6369
[99] valid_0's poisson: -108.904 valid_0's tweedie: 14.6367
[100] valid_0's poisson: -108.909 valid_0's tweedie: 14.6367
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.01, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -90.8683 valid_0's tweedie: 15.6618
[2] valid_0's poisson: -93.2966 valid_0's tweedie: 15.5294
[3] valid_0's poisson: -95.0703 valid_0's tweedie: 15.4189
[4] valid_0's poisson: -96.4592 valid_0's tweedie: 15.3214
[5] valid_0's poisson: -97.5478 valid_0's tweedie: 15.2454
[6] valid_0's poisson: -98.4487 valid_0's tweedie: 15.1803
[7] valid_0's poisson: -99.1951 valid_0's tweedie: 15.1258
[8] valid_0's poisson: -99.9157 valid_0's tweedie: 15.076
[9] valid_0's poisson: -100.556 valid_0's tweedie: 15.034
[10] valid_0's poisson: -101.113 valid_0's tweedie: 14.9977
[11] valid_0's poisson: -101.595 valid_0's tweedie: 14.9669
[12] valid_0's poisson: -102.08 valid_0's tweedie: 14.938
[13] valid_0's poisson: -102.527 valid_0's tweedie: 14.9135
[14] valid_0's poisson: -102.913 valid_0's tweedie: 14.8921
[15] valid_0's poisson: -103.285 valid_0's tweedie: 14.8731
[16] valid_0's poisson: -103.629 valid_0's tweedie: 14.8551
[17] valid_0's poisson: -103.959 valid_0's tweedie: 14.8393
[18] valid_0's poisson: -104.258 valid_0's tweedie: 14.8243
[19] valid_0's poisson: -104.54 valid_0's tweedie: 14.8119
[20] valid_0's poisson: -104.787 valid_0's tweedie: 14.7996
[21] valid_0's poisson: -105.014 valid_0's tweedie: 14.7879
[22] valid_0's poisson: -105.235 valid_0's tweedie: 14.7767
[23] valid_0's poisson: -105.455 valid_0's tweedie: 14.7681
[24] valid_0's poisson: -105.66 valid_0's tweedie: 14.7583
[25] valid_0's poisson: -105.846 valid_0's tweedie: 14.7516
[26] valid_0's poisson: -106.011 valid_0's tweedie: 14.7453
[27] valid_0's poisson: -106.183 valid_0's tweedie: 14.7387
[28] valid_0's poisson: -106.351 valid_0's tweedie: 14.7316
[29] valid_0's poisson: -106.49 valid_0's tweedie: 14.7267
[30] valid_0's poisson: -106.619 valid_0's tweedie: 14.7212
[31] valid_0's poisson: -106.758 valid_0's tweedie: 14.7157
[32] valid_0's poisson: -106.872 valid_0's tweedie: 14.7119
[33] valid_0's poisson: -106.976 valid_0's tweedie: 14.7078
[34] valid_0's poisson: -107.092 valid_0's tweedie: 14.7033
[35] valid_0's poisson: -107.185 valid_0's tweedie: 14.7003
[36] valid_0's poisson: -107.281 valid_0's tweedie: 14.6972
[37] valid_0's poisson: -107.355 valid_0's tweedie: 14.6934
[38] valid_0's poisson: -107.431 valid_0's tweedie: 14.6906
[39] valid_0's poisson: -107.515 valid_0's tweedie: 14.6878
[40] valid_0's poisson: -107.581 valid_0's tweedie: 14.6856
[41] valid_0's poisson: -107.65 valid_0's tweedie: 14.6833
[42] valid_0's poisson: -107.7 valid_0's tweedie: 14.6815
[43] valid_0's poisson: -107.756 valid_0's tweedie: 14.6797
[44] valid_0's poisson: -107.824 valid_0's tweedie: 14.6777
[45] valid_0's poisson: -107.88 valid_0's tweedie: 14.676
[46] valid_0's poisson: -107.929 valid_0's tweedie: 14.6746
[47] valid_0's poisson: -107.978 valid_0's tweedie: 14.6725
[48] valid_0's poisson: -108.022 valid_0's tweedie: 14.671
[49] valid_0's poisson: -108.059 valid_0's tweedie: 14.6697
[50] valid_0's poisson: -108.104 valid_0's tweedie: 14.6689
[51] valid_0's poisson: -108.162 valid_0's tweedie: 14.6669
[52] valid_0's poisson: -108.195 valid_0's tweedie: 14.6659
[53] valid_0's poisson: -108.222 valid_0's tweedie: 14.6648
[54] valid_0's poisson: -108.254 valid_0's tweedie: 14.6639
[55] valid_0's poisson: -108.289 valid_0's tweedie: 14.6629
[56] valid_0's poisson: -108.313 valid_0's tweedie: 14.6621
[57] valid_0's poisson: -108.331 valid_0's tweedie: 14.6612
[58] valid_0's poisson: -108.37 valid_0's tweedie: 14.66
[59] valid_0's poisson: -108.395 valid_0's tweedie: 14.6593
[60] valid_0's poisson: -108.422 valid_0's tweedie: 14.6586
[61] valid_0's poisson: -108.441 valid_0's tweedie: 14.658
[62] valid_0's poisson: -108.469 valid_0's tweedie: 14.6569
[63] valid_0's poisson: -108.496 valid_0's tweedie: 14.6558
[64] valid_0's poisson: -108.517 valid_0's tweedie: 14.655
[65] valid_0's poisson: -108.542 valid_0's tweedie: 14.6541
[66] valid_0's poisson: -108.557 valid_0's tweedie: 14.6534
[67] valid_0's poisson: -108.582 valid_0's tweedie: 14.6527
[68] valid_0's poisson: -108.597 valid_0's tweedie: 14.6521
[69] valid_0's poisson: -108.608 valid_0's tweedie: 14.6517
[70] valid_0's poisson: -108.624 valid_0's tweedie: 14.6512
[71] valid_0's poisson: -108.636 valid_0's tweedie: 14.6508
[72] valid_0's poisson: -108.657 valid_0's tweedie: 14.6502
[73] valid_0's poisson: -108.685 valid_0's tweedie: 14.6495
[74] valid_0's poisson: -108.704 valid_0's tweedie: 14.649
[75] valid_0's poisson: -108.71 valid_0's tweedie: 14.6487
[76] valid_0's poisson: -108.723 valid_0's tweedie: 14.6483
[77] valid_0's poisson: -108.736 valid_0's tweedie: 14.6479
[78] valid_0's poisson: -108.743 valid_0's tweedie: 14.6475
[79] valid_0's poisson: -108.763 valid_0's tweedie: 14.6469
[80] valid_0's poisson: -108.769 valid_0's tweedie: 14.6467
[81] valid_0's poisson: -108.782 valid_0's tweedie: 14.6463
[82] valid_0's poisson: -108.789 valid_0's tweedie: 14.646
[83] valid_0's poisson: -108.801 valid_0's tweedie: 14.6454
[84] valid_0's poisson: -108.808 valid_0's tweedie: 14.6453
[85] valid_0's poisson: -108.819 valid_0's tweedie: 14.6449
[86] valid_0's poisson: -108.833 valid_0's tweedie: 14.6441
[87] valid_0's poisson: -108.844 valid_0's tweedie: 14.6437
[88] valid_0's poisson: -108.85 valid_0's tweedie: 14.6436
[89] valid_0's poisson: -108.857 valid_0's tweedie: 14.6436
[90] valid_0's poisson: -108.865 valid_0's tweedie: 14.6433
[91] valid_0's poisson: -108.866 valid_0's tweedie: 14.6433
[92] valid_0's poisson: -108.868 valid_0's tweedie: 14.643
[93] valid_0's poisson: -108.882 valid_0's tweedie: 14.6423
[94] valid_0's poisson: -108.888 valid_0's tweedie: 14.642
[95] valid_0's poisson: -108.898 valid_0's tweedie: 14.6417
[96] valid_0's poisson: -108.903 valid_0's tweedie: 14.6415
[97] valid_0's poisson: -108.908 valid_0's tweedie: 14.6413
[98] valid_0's poisson: -108.918 valid_0's tweedie: 14.6411
[99] valid_0's poisson: -108.927 valid_0's tweedie: 14.6409
[100] valid_0's poisson: -108.93 valid_0's tweedie: 14.6407
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.01, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -90.87 valid_0's tweedie: 15.6629
[2] valid_0's poisson: -93.3328 valid_0's tweedie: 15.5295
[3] valid_0's poisson: -95.1407 valid_0's tweedie: 15.4173
[4] valid_0's poisson: -96.4874 valid_0's tweedie: 15.3267
[5] valid_0's poisson: -97.5681 valid_0's tweedie: 15.2499
[6] valid_0's poisson: -98.4659 valid_0's tweedie: 15.1861
[7] valid_0's poisson: -99.2793 valid_0's tweedie: 15.1286
[8] valid_0's poisson: -99.9655 valid_0's tweedie: 15.0805
[9] valid_0's poisson: -100.569 valid_0's tweedie: 15.0385
[10] valid_0's poisson: -101.121 valid_0's tweedie: 15.0026
[11] valid_0's poisson: -101.633 valid_0's tweedie: 14.9692
[12] valid_0's poisson: -102.104 valid_0's tweedie: 14.9404
[13] valid_0's poisson: -102.54 valid_0's tweedie: 14.9163
[14] valid_0's poisson: -102.927 valid_0's tweedie: 14.8936
[15] valid_0's poisson: -103.294 valid_0's tweedie: 14.875
[16] valid_0's poisson: -103.651 valid_0's tweedie: 14.8569
[17] valid_0's poisson: -103.971 valid_0's tweedie: 14.8414
[18] valid_0's poisson: -104.27 valid_0's tweedie: 14.828
[19] valid_0's poisson: -104.541 valid_0's tweedie: 14.8143
[20] valid_0's poisson: -104.803 valid_0's tweedie: 14.8003
[21] valid_0's poisson: -105.034 valid_0's tweedie: 14.7892
[22] valid_0's poisson: -105.274 valid_0's tweedie: 14.7778
[23] valid_0's poisson: -105.481 valid_0's tweedie: 14.7698
[24] valid_0's poisson: -105.679 valid_0's tweedie: 14.7608
[25] valid_0's poisson: -105.87 valid_0's tweedie: 14.7536
[26] valid_0's poisson: -106.043 valid_0's tweedie: 14.7472
[27] valid_0's poisson: -106.22 valid_0's tweedie: 14.7408
[28] valid_0's poisson: -106.388 valid_0's tweedie: 14.7334
[29] valid_0's poisson: -106.535 valid_0's tweedie: 14.7284
[30] valid_0's poisson: -106.678 valid_0's tweedie: 14.7232
[31] valid_0's poisson: -106.813 valid_0's tweedie: 14.7186
[32] valid_0's poisson: -106.917 valid_0's tweedie: 14.7154
[33] valid_0's poisson: -107.028 valid_0's tweedie: 14.7119
[34] valid_0's poisson: -107.144 valid_0's tweedie: 14.7079
[35] valid_0's poisson: -107.237 valid_0's tweedie: 14.7042
[36] valid_0's poisson: -107.325 valid_0's tweedie: 14.7007
[37] valid_0's poisson: -107.408 valid_0's tweedie: 14.6975
[38] valid_0's poisson: -107.472 valid_0's tweedie: 14.6939
[39] valid_0's poisson: -107.55 valid_0's tweedie: 14.6914
[40] valid_0's poisson: -107.619 valid_0's tweedie: 14.6893
[41] valid_0's poisson: -107.674 valid_0's tweedie: 14.6866
[42] valid_0's poisson: -107.733 valid_0's tweedie: 14.6844
[43] valid_0's poisson: -107.808 valid_0's tweedie: 14.6817
[44] valid_0's poisson: -107.854 valid_0's tweedie: 14.6798
[45] valid_0's poisson: -107.923 valid_0's tweedie: 14.6771
[46] valid_0's poisson: -107.981 valid_0's tweedie: 14.6751
[47] valid_0's poisson: -108.033 valid_0's tweedie: 14.6735
[48] valid_0's poisson: -108.093 valid_0's tweedie: 14.6713
[49] valid_0's poisson: -108.126 valid_0's tweedie: 14.6702
[50] valid_0's poisson: -108.157 valid_0's tweedie: 14.6693
[51] valid_0's poisson: -108.208 valid_0's tweedie: 14.6674
[52] valid_0's poisson: -108.236 valid_0's tweedie: 14.6664
[53] valid_0's poisson: -108.275 valid_0's tweedie: 14.6652
[54] valid_0's poisson: -108.308 valid_0's tweedie: 14.6641
[55] valid_0's poisson: -108.335 valid_0's tweedie: 14.6634
[56] valid_0's poisson: -108.37 valid_0's tweedie: 14.6622
[57] valid_0's poisson: -108.386 valid_0's tweedie: 14.6618
[58] valid_0's poisson: -108.404 valid_0's tweedie: 14.6612
[59] valid_0's poisson: -108.435 valid_0's tweedie: 14.6604
[60] valid_0's poisson: -108.455 valid_0's tweedie: 14.6596
[61] valid_0's poisson: -108.485 valid_0's tweedie: 14.6587
[62] valid_0's poisson: -108.496 valid_0's tweedie: 14.6594
[63] valid_0's poisson: -108.509 valid_0's tweedie: 14.6591
[64] valid_0's poisson: -108.531 valid_0's tweedie: 14.6586
[65] valid_0's poisson: -108.545 valid_0's tweedie: 14.6583
[66] valid_0's poisson: -108.57 valid_0's tweedie: 14.6577
[67] valid_0's poisson: -108.598 valid_0's tweedie: 14.6572
[68] valid_0's poisson: -108.61 valid_0's tweedie: 14.6566
[69] valid_0's poisson: -108.631 valid_0's tweedie: 14.6563
[70] valid_0's poisson: -108.638 valid_0's tweedie: 14.656
[71] valid_0's poisson: -108.659 valid_0's tweedie: 14.6555
[72] valid_0's poisson: -108.679 valid_0's tweedie: 14.6549
[73] valid_0's poisson: -108.697 valid_0's tweedie: 14.6544
[74] valid_0's poisson: -108.704 valid_0's tweedie: 14.6544
[75] valid_0's poisson: -108.72 valid_0's tweedie: 14.6542
[76] valid_0's poisson: -108.732 valid_0's tweedie: 14.6541
[77] valid_0's poisson: -108.741 valid_0's tweedie: 14.6538
[78] valid_0's poisson: -108.754 valid_0's tweedie: 14.6533
[79] valid_0's poisson: -108.759 valid_0's tweedie: 14.6533
[80] valid_0's poisson: -108.773 valid_0's tweedie: 14.6531
[81] valid_0's poisson: -108.785 valid_0's tweedie: 14.6528
[82] valid_0's poisson: -108.797 valid_0's tweedie: 14.652
[83] valid_0's poisson: -108.803 valid_0's tweedie: 14.6519
[84] valid_0's poisson: -108.81 valid_0's tweedie: 14.652
[85] valid_0's poisson: -108.819 valid_0's tweedie: 14.6517
[86] valid_0's poisson: -108.826 valid_0's tweedie: 14.6515
[87] valid_0's poisson: -108.833 valid_0's tweedie: 14.6511
[88] valid_0's poisson: -108.841 valid_0's tweedie: 14.6509
[89] valid_0's poisson: -108.852 valid_0's tweedie: 14.6508
[90] valid_0's poisson: -108.859 valid_0's tweedie: 14.6507
[91] valid_0's poisson: -108.862 valid_0's tweedie: 14.6505
[92] valid_0's poisson: -108.869 valid_0's tweedie: 14.6501
[93] valid_0's poisson: -108.873 valid_0's tweedie: 14.65
[94] valid_0's poisson: -108.879 valid_0's tweedie: 14.6499
[95] valid_0's poisson: -108.886 valid_0's tweedie: 14.6498
[96] valid_0's poisson: -108.89 valid_0's tweedie: 14.6496
[97] valid_0's poisson: -108.895 valid_0's tweedie: 14.6497
[98] valid_0's poisson: -108.9 valid_0's tweedie: 14.6496
[99] valid_0's poisson: -108.904 valid_0's tweedie: 14.6495
[100] valid_0's poisson: -108.906 valid_0's tweedie: 14.6493
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.01, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -105.83 valid_0's tweedie: 30.2241
[2] valid_0's poisson: -107.417 valid_0's tweedie: 29.6113
[3] valid_0's poisson: -108.198 valid_0's tweedie: 29.4365
[4] valid_0's poisson: -108.429 valid_0's tweedie: 29.3869
[5] valid_0's poisson: -108.628 valid_0's tweedie: 29.3275
[6] valid_0's poisson: -108.949 valid_0's tweedie: 29.2671
[7] valid_0's poisson: -108.939 valid_0's tweedie: 29.2743
[8] valid_0's poisson: -108.963 valid_0's tweedie: 29.2684
[9] valid_0's poisson: -109.055 valid_0's tweedie: 29.2539
[10] valid_0's poisson: -109.086 valid_0's tweedie: 29.2501
[11] valid_0's poisson: -109.08 valid_0's tweedie: 29.2533
[12] valid_0's poisson: -109.104 valid_0's tweedie: 29.2496
[13] valid_0's poisson: -109.142 valid_0's tweedie: 29.2376
[14] valid_0's poisson: -109.202 valid_0's tweedie: 29.2293
[15] valid_0's poisson: -109.255 valid_0's tweedie: 29.2162
[16] valid_0's poisson: -109.274 valid_0's tweedie: 29.2136
[17] valid_0's poisson: -109.274 valid_0's tweedie: 29.2139
[18] valid_0's poisson: -109.263 valid_0's tweedie: 29.2188
[19] valid_0's poisson: -109.233 valid_0's tweedie: 29.2234
[20] valid_0's poisson: -109.238 valid_0's tweedie: 29.2227
[21] valid_0's poisson: -109.243 valid_0's tweedie: 29.2204
[22] valid_0's poisson: -109.254 valid_0's tweedie: 29.2176
[23] valid_0's poisson: -109.265 valid_0's tweedie: 29.2156
[24] valid_0's poisson: -109.277 valid_0's tweedie: 29.2123
[25] valid_0's poisson: -109.27 valid_0's tweedie: 29.2185
[26] valid_0's poisson: -109.294 valid_0's tweedie: 29.213
[27] valid_0's poisson: -109.264 valid_0's tweedie: 29.2189
[28] valid_0's poisson: -109.261 valid_0's tweedie: 29.2202
[29] valid_0's poisson: -109.241 valid_0's tweedie: 29.2245
[30] valid_0's poisson: -109.224 valid_0's tweedie: 29.2273
[31] valid_0's poisson: -109.221 valid_0's tweedie: 29.2288
[32] valid_0's poisson: -109.215 valid_0's tweedie: 29.2283
[33] valid_0's poisson: -109.202 valid_0's tweedie: 29.231
[34] valid_0's poisson: -109.199 valid_0's tweedie: 29.2344
[35] valid_0's poisson: -109.2 valid_0's tweedie: 29.2352
[36] valid_0's poisson: -109.187 valid_0's tweedie: 29.2371
[37] valid_0's poisson: -109.216 valid_0's tweedie: 29.2343
[38] valid_0's poisson: -109.215 valid_0's tweedie: 29.2366
[39] valid_0's poisson: -109.207 valid_0's tweedie: 29.2367
[40] valid_0's poisson: -109.211 valid_0's tweedie: 29.2353
[41] valid_0's poisson: -109.223 valid_0's tweedie: 29.2311
[42] valid_0's poisson: -109.224 valid_0's tweedie: 29.232
[43] valid_0's poisson: -109.228 valid_0's tweedie: 29.232
[44] valid_0's poisson: -109.227 valid_0's tweedie: 29.2303
[45] valid_0's poisson: -109.23 valid_0's tweedie: 29.2301
[46] valid_0's poisson: -109.247 valid_0's tweedie: 29.2289
[47] valid_0's poisson: -109.252 valid_0's tweedie: 29.2287
[48] valid_0's poisson: -109.249 valid_0's tweedie: 29.2287
[49] valid_0's poisson: -109.249 valid_0's tweedie: 29.2289
[50] valid_0's poisson: -109.231 valid_0's tweedie: 29.2306
[51] valid_0's poisson: -109.227 valid_0's tweedie: 29.2325
[52] valid_0's poisson: -109.216 valid_0's tweedie: 29.2343
[53] valid_0's poisson: -109.209 valid_0's tweedie: 29.2371
[54] valid_0's poisson: -109.246 valid_0's tweedie: 29.2305
[55] valid_0's poisson: -109.236 valid_0's tweedie: 29.2333
[56] valid_0's poisson: -109.242 valid_0's tweedie: 29.2321
[57] valid_0's poisson: -109.233 valid_0's tweedie: 29.2338
[58] valid_0's poisson: -109.224 valid_0's tweedie: 29.236
[59] valid_0's poisson: -109.224 valid_0's tweedie: 29.2355
[60] valid_0's poisson: -109.221 valid_0's tweedie: 29.2369
[61] valid_0's poisson: -109.226 valid_0's tweedie: 29.2354
[62] valid_0's poisson: -109.233 valid_0's tweedie: 29.2355
[63] valid_0's poisson: -109.229 valid_0's tweedie: 29.2365
[64] valid_0's poisson: -109.225 valid_0's tweedie: 29.2409
[65] valid_0's poisson: -109.229 valid_0's tweedie: 29.2392
[66] valid_0's poisson: -109.238 valid_0's tweedie: 29.2366
[67] valid_0's poisson: -109.24 valid_0's tweedie: 29.2371
[68] valid_0's poisson: -109.232 valid_0's tweedie: 29.2384
[69] valid_0's poisson: -109.225 valid_0's tweedie: 29.241
[70] valid_0's poisson: -109.224 valid_0's tweedie: 29.2416
[71] valid_0's poisson: -109.22 valid_0's tweedie: 29.2428
[72] valid_0's poisson: -109.233 valid_0's tweedie: 29.2414
[73] valid_0's poisson: -109.224 valid_0's tweedie: 29.2436
[74] valid_0's poisson: -109.213 valid_0's tweedie: 29.2458
[75] valid_0's poisson: -109.231 valid_0's tweedie: 29.2429
[76] valid_0's poisson: -109.228 valid_0's tweedie: 29.2427
[77] valid_0's poisson: -109.227 valid_0's tweedie: 29.2436
[78] valid_0's poisson: -109.23 valid_0's tweedie: 29.243
[79] valid_0's poisson: -109.233 valid_0's tweedie: 29.2418
[80] valid_0's poisson: -109.223 valid_0's tweedie: 29.2433
[81] valid_0's poisson: -109.217 valid_0's tweedie: 29.245
[82] valid_0's poisson: -109.209 valid_0's tweedie: 29.247
[83] valid_0's poisson: -109.218 valid_0's tweedie: 29.2446
[84] valid_0's poisson: -109.226 valid_0's tweedie: 29.2442
[85] valid_0's poisson: -109.213 valid_0's tweedie: 29.2488
[86] valid_0's poisson: -109.217 valid_0's tweedie: 29.2462
[87] valid_0's poisson: -109.224 valid_0's tweedie: 29.2441
[88] valid_0's poisson: -109.216 valid_0's tweedie: 29.2452
[89] valid_0's poisson: -109.212 valid_0's tweedie: 29.2478
[90] valid_0's poisson: -109.216 valid_0's tweedie: 29.2471
[91] valid_0's poisson: -109.217 valid_0's tweedie: 29.2469
[92] valid_0's poisson: -109.212 valid_0's tweedie: 29.2471
[93] valid_0's poisson: -109.21 valid_0's tweedie: 29.2476
[94] valid_0's poisson: -109.205 valid_0's tweedie: 29.2507
[95] valid_0's poisson: -109.205 valid_0's tweedie: 29.2501
[96] valid_0's poisson: -109.197 valid_0's tweedie: 29.2544
[97] valid_0's poisson: -109.197 valid_0's tweedie: 29.2563
[98] valid_0's poisson: -109.191 valid_0's tweedie: 29.2586
[99] valid_0's poisson: -109.194 valid_0's tweedie: 29.2593
[100] valid_0's poisson: -109.197 valid_0's tweedie: 29.259
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=5, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -105.859 valid_0's tweedie: 30.215
[2] valid_0's poisson: -107.634 valid_0's tweedie: 29.5704
[3] valid_0's poisson: -108.159 valid_0's tweedie: 29.4423
[4] valid_0's poisson: -108.226 valid_0's tweedie: 29.42
[5] valid_0's poisson: -108.489 valid_0's tweedie: 29.3664
[6] valid_0's poisson: -108.561 valid_0's tweedie: 29.3436
[7] valid_0's poisson: -108.672 valid_0's tweedie: 29.3242
[8] valid_0's poisson: -108.703 valid_0's tweedie: 29.3187
[9] valid_0's poisson: -108.784 valid_0's tweedie: 29.3014
[10] valid_0's poisson: -108.829 valid_0's tweedie: 29.3027
[11] valid_0's poisson: -108.869 valid_0's tweedie: 29.2948
[12] valid_0's poisson: -108.869 valid_0's tweedie: 29.2943
[13] valid_0's poisson: -108.894 valid_0's tweedie: 29.2879
[14] valid_0's poisson: -108.908 valid_0's tweedie: 29.2869
[15] valid_0's poisson: -108.925 valid_0's tweedie: 29.2804
[16] valid_0's poisson: -108.936 valid_0's tweedie: 29.2784
[17] valid_0's poisson: -108.991 valid_0's tweedie: 29.2674
[18] valid_0's poisson: -109.003 valid_0's tweedie: 29.2659
[19] valid_0's poisson: -109.004 valid_0's tweedie: 29.2637
[20] valid_0's poisson: -108.993 valid_0's tweedie: 29.2679
[21] valid_0's poisson: -109.008 valid_0's tweedie: 29.2651
[22] valid_0's poisson: -109.033 valid_0's tweedie: 29.2602
[23] valid_0's poisson: -109.038 valid_0's tweedie: 29.2608
[24] valid_0's poisson: -109.05 valid_0's tweedie: 29.2585
[25] valid_0's poisson: -109.044 valid_0's tweedie: 29.2611
[26] valid_0's poisson: -109.081 valid_0's tweedie: 29.2534
[27] valid_0's poisson: -109.027 valid_0's tweedie: 29.2616
[28] valid_0's poisson: -109.058 valid_0's tweedie: 29.2568
[29] valid_0's poisson: -109.063 valid_0's tweedie: 29.2572
[30] valid_0's poisson: -109.062 valid_0's tweedie: 29.257
[31] valid_0's poisson: -109.067 valid_0's tweedie: 29.2552
[32] valid_0's poisson: -109.098 valid_0's tweedie: 29.2495
[33] valid_0's poisson: -109.121 valid_0's tweedie: 29.2411
[34] valid_0's poisson: -109.128 valid_0's tweedie: 29.242
[35] valid_0's poisson: -109.122 valid_0's tweedie: 29.2435
[36] valid_0's poisson: -109.12 valid_0's tweedie: 29.2432
[37] valid_0's poisson: -109.116 valid_0's tweedie: 29.2435
[38] valid_0's poisson: -109.128 valid_0's tweedie: 29.241
[39] valid_0's poisson: -109.152 valid_0's tweedie: 29.2376
[40] valid_0's poisson: -109.144 valid_0's tweedie: 29.2389
[41] valid_0's poisson: -109.148 valid_0's tweedie: 29.2393
[42] valid_0's poisson: -109.154 valid_0's tweedie: 29.2379
[43] valid_0's poisson: -109.158 valid_0's tweedie: 29.2384
[44] valid_0's poisson: -109.159 valid_0's tweedie: 29.2384
[45] valid_0's poisson: -109.167 valid_0's tweedie: 29.2369
[46] valid_0's poisson: -109.163 valid_0's tweedie: 29.2371
[47] valid_0's poisson: -109.173 valid_0's tweedie: 29.235
[48] valid_0's poisson: -109.166 valid_0's tweedie: 29.2355
[49] valid_0's poisson: -109.173 valid_0's tweedie: 29.2349
[50] valid_0's poisson: -109.18 valid_0's tweedie: 29.232
[51] valid_0's poisson: -109.178 valid_0's tweedie: 29.2329
[52] valid_0's poisson: -109.168 valid_0's tweedie: 29.2352
[53] valid_0's poisson: -109.167 valid_0's tweedie: 29.2411
[54] valid_0's poisson: -109.16 valid_0's tweedie: 29.2433
[55] valid_0's poisson: -109.159 valid_0's tweedie: 29.2417
[56] valid_0's poisson: -109.149 valid_0's tweedie: 29.2437
[57] valid_0's poisson: -109.157 valid_0's tweedie: 29.2426
[58] valid_0's poisson: -109.151 valid_0's tweedie: 29.2438
[59] valid_0's poisson: -109.139 valid_0's tweedie: 29.2496
[60] valid_0's poisson: -109.141 valid_0's tweedie: 29.2504
[61] valid_0's poisson: -109.149 valid_0's tweedie: 29.2472
[62] valid_0's poisson: -109.147 valid_0's tweedie: 29.2476
[63] valid_0's poisson: -109.136 valid_0's tweedie: 29.2514
[64] valid_0's poisson: -109.138 valid_0's tweedie: 29.2518
[65] valid_0's poisson: -109.143 valid_0's tweedie: 29.2507
[66] valid_0's poisson: -109.152 valid_0's tweedie: 29.2503
[67] valid_0's poisson: -109.163 valid_0's tweedie: 29.2483
[68] valid_0's poisson: -109.165 valid_0's tweedie: 29.2476
[69] valid_0's poisson: -109.159 valid_0's tweedie: 29.2591
[70] valid_0's poisson: -109.163 valid_0's tweedie: 29.2589
[71] valid_0's poisson: -109.154 valid_0's tweedie: 29.2595
[72] valid_0's poisson: -109.151 valid_0's tweedie: 29.2598
[73] valid_0's poisson: -109.14 valid_0's tweedie: 29.2618
[74] valid_0's poisson: -109.141 valid_0's tweedie: 29.2611
[75] valid_0's poisson: -109.153 valid_0's tweedie: 29.259
[76] valid_0's poisson: -109.156 valid_0's tweedie: 29.26
[77] valid_0's poisson: -109.153 valid_0's tweedie: 29.2614
[78] valid_0's poisson: -109.144 valid_0's tweedie: 29.2647
[79] valid_0's poisson: -109.15 valid_0's tweedie: 29.2633
[80] valid_0's poisson: -109.159 valid_0's tweedie: 29.2605
[81] valid_0's poisson: -109.155 valid_0's tweedie: 29.2605
[82] valid_0's poisson: -109.153 valid_0's tweedie: 29.2621
[83] valid_0's poisson: -109.153 valid_0's tweedie: 29.2615
[84] valid_0's poisson: -109.158 valid_0's tweedie: 29.2609
[85] valid_0's poisson: -109.158 valid_0's tweedie: 29.2612
[86] valid_0's poisson: -109.161 valid_0's tweedie: 29.2598
[87] valid_0's poisson: -109.164 valid_0's tweedie: 29.2607
[88] valid_0's poisson: -109.152 valid_0's tweedie: 29.2627
[89] valid_0's poisson: -109.148 valid_0's tweedie: 29.2655
[90] valid_0's poisson: -109.131 valid_0's tweedie: 29.2689
[91] valid_0's poisson: -109.124 valid_0's tweedie: 29.2722
[92] valid_0's poisson: -109.129 valid_0's tweedie: 29.2726
[93] valid_0's poisson: -109.129 valid_0's tweedie: 29.272
[94] valid_0's poisson: -109.126 valid_0's tweedie: 29.2721
[95] valid_0's poisson: -109.117 valid_0's tweedie: 29.2738
[96] valid_0's poisson: -109.128 valid_0's tweedie: 29.27
[97] valid_0's poisson: -109.126 valid_0's tweedie: 29.2717
[98] valid_0's poisson: -109.142 valid_0's tweedie: 29.269
[99] valid_0's poisson: -109.142 valid_0's tweedie: 29.2686
[100] valid_0's poisson: -109.152 valid_0's tweedie: 29.2663
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=5, tweedie_variance_power=1.4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -105.915 valid_0's tweedie: 30.2171
[2] valid_0's poisson: -107.615 valid_0's tweedie: 29.5766
[3] valid_0's poisson: -108.171 valid_0's tweedie: 29.453
[4] valid_0's poisson: -108.499 valid_0's tweedie: 29.3824
[5] valid_0's poisson: -108.591 valid_0's tweedie: 29.3466
[6] valid_0's poisson: -108.636 valid_0's tweedie: 29.3346
[7] valid_0's poisson: -108.75 valid_0's tweedie: 29.3136
[8] valid_0's poisson: -108.741 valid_0's tweedie: 29.3176
[9] valid_0's poisson: -108.875 valid_0's tweedie: 29.2862
[10] valid_0's poisson: -108.979 valid_0's tweedie: 29.2718
[11] valid_0's poisson: -108.989 valid_0's tweedie: 29.269
[12] valid_0's poisson: -109.028 valid_0's tweedie: 29.2578
[13] valid_0's poisson: -109.022 valid_0's tweedie: 29.264
[14] valid_0's poisson: -109.042 valid_0's tweedie: 29.2601
[15] valid_0's poisson: -109.044 valid_0's tweedie: 29.2585
[16] valid_0's poisson: -109.038 valid_0's tweedie: 29.2625
[17] valid_0's poisson: -109.034 valid_0's tweedie: 29.2623
[18] valid_0's poisson: -109.072 valid_0's tweedie: 29.2592
[19] valid_0's poisson: -109.057 valid_0's tweedie: 29.2651
[20] valid_0's poisson: -109.081 valid_0's tweedie: 29.2611
[21] valid_0's poisson: -109.096 valid_0's tweedie: 29.2549
[22] valid_0's poisson: -109.117 valid_0's tweedie: 29.2521
[23] valid_0's poisson: -109.13 valid_0's tweedie: 29.2518
[24] valid_0's poisson: -109.134 valid_0's tweedie: 29.2518
[25] valid_0's poisson: -109.145 valid_0's tweedie: 29.2481
[26] valid_0's poisson: -109.163 valid_0's tweedie: 29.2436
[27] valid_0's poisson: -109.152 valid_0's tweedie: 29.248
[28] valid_0's poisson: -109.165 valid_0's tweedie: 29.2422
[29] valid_0's poisson: -109.167 valid_0's tweedie: 29.2465
[30] valid_0's poisson: -109.173 valid_0's tweedie: 29.2463
[31] valid_0's poisson: -109.158 valid_0's tweedie: 29.2514
[32] valid_0's poisson: -109.173 valid_0's tweedie: 29.247
[33] valid_0's poisson: -109.166 valid_0's tweedie: 29.2487
[34] valid_0's poisson: -109.153 valid_0's tweedie: 29.2535
[35] valid_0's poisson: -109.153 valid_0's tweedie: 29.2521
[36] valid_0's poisson: -109.141 valid_0's tweedie: 29.2554
[37] valid_0's poisson: -109.136 valid_0's tweedie: 29.2584
[38] valid_0's poisson: -109.136 valid_0's tweedie: 29.2578
[39] valid_0's poisson: -109.134 valid_0's tweedie: 29.2607
[40] valid_0's poisson: -109.137 valid_0's tweedie: 29.2601
[41] valid_0's poisson: -109.139 valid_0's tweedie: 29.2613
[42] valid_0's poisson: -109.13 valid_0's tweedie: 29.2628
[43] valid_0's poisson: -109.127 valid_0's tweedie: 29.2631
[44] valid_0's poisson: -109.117 valid_0's tweedie: 29.2644
[45] valid_0's poisson: -109.113 valid_0's tweedie: 29.2665
[46] valid_0's poisson: -109.116 valid_0's tweedie: 29.2683
[47] valid_0's poisson: -109.12 valid_0's tweedie: 29.2675
[48] valid_0's poisson: -109.091 valid_0's tweedie: 29.2747
[49] valid_0's poisson: -109.079 valid_0's tweedie: 29.2798
[50] valid_0's poisson: -109.079 valid_0's tweedie: 29.2802
[51] valid_0's poisson: -109.09 valid_0's tweedie: 29.2777
[52] valid_0's poisson: -109.085 valid_0's tweedie: 29.2786
[53] valid_0's poisson: -109.083 valid_0's tweedie: 29.2785
[54] valid_0's poisson: -109.091 valid_0's tweedie: 29.2781
[55] valid_0's poisson: -109.086 valid_0's tweedie: 29.2808
[56] valid_0's poisson: -109.092 valid_0's tweedie: 29.2775
[57] valid_0's poisson: -109.083 valid_0's tweedie: 29.2803
[58] valid_0's poisson: -109.081 valid_0's tweedie: 29.2797
[59] valid_0's poisson: -109.076 valid_0's tweedie: 29.2799
[60] valid_0's poisson: -109.069 valid_0's tweedie: 29.2826
[61] valid_0's poisson: -109.066 valid_0's tweedie: 29.2846
[62] valid_0's poisson: -109.072 valid_0's tweedie: 29.2826
[63] valid_0's poisson: -109.063 valid_0's tweedie: 29.2846
[64] valid_0's poisson: -109.061 valid_0's tweedie: 29.2839
[65] valid_0's poisson: -109.053 valid_0's tweedie: 29.2853
[66] valid_0's poisson: -109.05 valid_0's tweedie: 29.286
[67] valid_0's poisson: -109.057 valid_0's tweedie: 29.2846
[68] valid_0's poisson: -109.064 valid_0's tweedie: 29.283
[69] valid_0's poisson: -109.059 valid_0's tweedie: 29.2819
[70] valid_0's poisson: -109.066 valid_0's tweedie: 29.2797
[71] valid_0's poisson: -109.052 valid_0's tweedie: 29.2826
[72] valid_0's poisson: -109.047 valid_0's tweedie: 29.2831
[73] valid_0's poisson: -109.062 valid_0's tweedie: 29.2793
[74] valid_0's poisson: -109.068 valid_0's tweedie: 29.2786
[75] valid_0's poisson: -109.06 valid_0's tweedie: 29.2799
[76] valid_0's poisson: -109.064 valid_0's tweedie: 29.2776
[77] valid_0's poisson: -109.074 valid_0's tweedie: 29.2768
[78] valid_0's poisson: -109.076 valid_0's tweedie: 29.277
[79] valid_0's poisson: -109.068 valid_0's tweedie: 29.2788
[80] valid_0's poisson: -109.07 valid_0's tweedie: 29.2765
[81] valid_0's poisson: -109.076 valid_0's tweedie: 29.2761
[82] valid_0's poisson: -109.071 valid_0's tweedie: 29.2784
[83] valid_0's poisson: -109.066 valid_0's tweedie: 29.2811
[84] valid_0's poisson: -109.062 valid_0's tweedie: 29.2828
[85] valid_0's poisson: -109.042 valid_0's tweedie: 29.2879
[86] valid_0's poisson: -109.031 valid_0's tweedie: 29.2904
[87] valid_0's poisson: -109.059 valid_0's tweedie: 29.2834
[88] valid_0's poisson: -109.064 valid_0's tweedie: 29.2835
[89] valid_0's poisson: -109.06 valid_0's tweedie: 29.2847
[90] valid_0's poisson: -109.059 valid_0's tweedie: 29.2877
[91] valid_0's poisson: -109.062 valid_0's tweedie: 29.2877
[92] valid_0's poisson: -109.069 valid_0's tweedie: 29.2865
[93] valid_0's poisson: -109.056 valid_0's tweedie: 29.2885
[94] valid_0's poisson: -109.063 valid_0's tweedie: 29.2878
[95] valid_0's poisson: -109.059 valid_0's tweedie: 29.2896
[96] valid_0's poisson: -109.057 valid_0's tweedie: 29.2898
[97] valid_0's poisson: -109.043 valid_0's tweedie: 29.2934
[98] valid_0's poisson: -109.039 valid_0's tweedie: 29.2945
[99] valid_0's poisson: -109.029 valid_0's tweedie: 29.2965
[100] valid_0's poisson: -109.019 valid_0's tweedie: 29.2973
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=5, tweedie_variance_power=1.4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -105.871 valid_0's tweedie: 30.2232
[2] valid_0's poisson: -107.604 valid_0's tweedie: 29.5826
[3] valid_0's poisson: -108.145 valid_0's tweedie: 29.4478
[4] valid_0's poisson: -108.278 valid_0's tweedie: 29.4098
[5] valid_0's poisson: -108.389 valid_0's tweedie: 29.3886
[6] valid_0's poisson: -108.49 valid_0's tweedie: 29.3674
[7] valid_0's poisson: -108.696 valid_0's tweedie: 29.3278
[8] valid_0's poisson: -108.781 valid_0's tweedie: 29.3127
[9] valid_0's poisson: -108.792 valid_0's tweedie: 29.3067
[10] valid_0's poisson: -108.858 valid_0's tweedie: 29.2926
[11] valid_0's poisson: -108.847 valid_0's tweedie: 29.2929
[12] valid_0's poisson: -108.832 valid_0's tweedie: 29.2963
[13] valid_0's poisson: -108.83 valid_0's tweedie: 29.2954
[14] valid_0's poisson: -108.89 valid_0's tweedie: 29.2881
[15] valid_0's poisson: -108.91 valid_0's tweedie: 29.2865
[16] valid_0's poisson: -108.853 valid_0's tweedie: 29.2874
[17] valid_0's poisson: -108.931 valid_0's tweedie: 29.2748
[18] valid_0's poisson: -108.932 valid_0's tweedie: 29.275
[19] valid_0's poisson: -108.916 valid_0's tweedie: 29.2804
[20] valid_0's poisson: -108.91 valid_0's tweedie: 29.2831
[21] valid_0's poisson: -108.953 valid_0's tweedie: 29.2749
[22] valid_0's poisson: -108.958 valid_0's tweedie: 29.2755
[23] valid_0's poisson: -108.975 valid_0's tweedie: 29.2755
[24] valid_0's poisson: -108.957 valid_0's tweedie: 29.2765
[25] valid_0's poisson: -108.939 valid_0's tweedie: 29.279
[26] valid_0's poisson: -108.962 valid_0's tweedie: 29.2748
[27] valid_0's poisson: -108.956 valid_0's tweedie: 29.2751
[28] valid_0's poisson: -108.949 valid_0's tweedie: 29.2784
[29] valid_0's poisson: -109.004 valid_0's tweedie: 29.2675
[30] valid_0's poisson: -108.997 valid_0's tweedie: 29.2688
[31] valid_0's poisson: -108.991 valid_0's tweedie: 29.2688
[32] valid_0's poisson: -108.988 valid_0's tweedie: 29.2699
[33] valid_0's poisson: -109.012 valid_0's tweedie: 29.266
[34] valid_0's poisson: -109 valid_0's tweedie: 29.2646
[35] valid_0's poisson: -108.99 valid_0's tweedie: 29.2682
[36] valid_0's poisson: -108.976 valid_0's tweedie: 29.2703
[37] valid_0's poisson: -108.953 valid_0's tweedie: 29.2752
[38] valid_0's poisson: -108.971 valid_0's tweedie: 29.2734
[39] valid_0's poisson: -108.984 valid_0's tweedie: 29.2705
[40] valid_0's poisson: -108.991 valid_0's tweedie: 29.2712
[41] valid_0's poisson: -108.985 valid_0's tweedie: 29.2736
[42] valid_0's poisson: -108.955 valid_0's tweedie: 29.2807
[43] valid_0's poisson: -108.954 valid_0's tweedie: 29.2797
[44] valid_0's poisson: -108.962 valid_0's tweedie: 29.2795
[45] valid_0's poisson: -108.97 valid_0's tweedie: 29.2775
[46] valid_0's poisson: -108.988 valid_0's tweedie: 29.2747
[47] valid_0's poisson: -108.974 valid_0's tweedie: 29.2767
[48] valid_0's poisson: -108.962 valid_0's tweedie: 29.276
[49] valid_0's poisson: -108.953 valid_0's tweedie: 29.278
[50] valid_0's poisson: -108.948 valid_0's tweedie: 29.2805
[51] valid_0's poisson: -108.962 valid_0's tweedie: 29.2774
[52] valid_0's poisson: -108.947 valid_0's tweedie: 29.2805
[53] valid_0's poisson: -108.957 valid_0's tweedie: 29.2782
[54] valid_0's poisson: -108.963 valid_0's tweedie: 29.2786
[55] valid_0's poisson: -108.939 valid_0's tweedie: 29.2815
[56] valid_0's poisson: -108.932 valid_0's tweedie: 29.2843
[57] valid_0's poisson: -108.932 valid_0's tweedie: 29.2866
[58] valid_0's poisson: -108.95 valid_0's tweedie: 29.2836
[59] valid_0's poisson: -108.943 valid_0's tweedie: 29.2834
[60] valid_0's poisson: -108.962 valid_0's tweedie: 29.2801
[61] valid_0's poisson: -108.97 valid_0's tweedie: 29.2786
[62] valid_0's poisson: -108.978 valid_0's tweedie: 29.2776
[63] valid_0's poisson: -108.973 valid_0's tweedie: 29.2803
[64] valid_0's poisson: -108.959 valid_0's tweedie: 29.2821
[65] valid_0's poisson: -108.966 valid_0's tweedie: 29.2795
[66] valid_0's poisson: -108.964 valid_0's tweedie: 29.2788
[67] valid_0's poisson: -108.953 valid_0's tweedie: 29.2819
[68] valid_0's poisson: -108.96 valid_0's tweedie: 29.2797
[69] valid_0's poisson: -108.972 valid_0's tweedie: 29.2783
[70] valid_0's poisson: -108.96 valid_0's tweedie: 29.281
[71] valid_0's poisson: -108.957 valid_0's tweedie: 29.2822
[72] valid_0's poisson: -108.96 valid_0's tweedie: 29.2806
[73] valid_0's poisson: -108.957 valid_0's tweedie: 29.281
[74] valid_0's poisson: -108.949 valid_0's tweedie: 29.2827
[75] valid_0's poisson: -108.95 valid_0's tweedie: 29.2804
[76] valid_0's poisson: -108.931 valid_0's tweedie: 29.2854
[77] valid_0's poisson: -108.925 valid_0's tweedie: 29.2877
[78] valid_0's poisson: -108.927 valid_0's tweedie: 29.2889
[79] valid_0's poisson: -108.927 valid_0's tweedie: 29.29
[80] valid_0's poisson: -108.919 valid_0's tweedie: 29.2921
[81] valid_0's poisson: -108.919 valid_0's tweedie: 29.2927
[82] valid_0's poisson: -108.919 valid_0's tweedie: 29.2912
[83] valid_0's poisson: -108.908 valid_0's tweedie: 29.2933
[84] valid_0's poisson: -108.914 valid_0's tweedie: 29.2926
[85] valid_0's poisson: -108.908 valid_0's tweedie: 29.2943
[86] valid_0's poisson: -108.909 valid_0's tweedie: 29.2967
[87] valid_0's poisson: -108.897 valid_0's tweedie: 29.3003
[88] valid_0's poisson: -108.894 valid_0's tweedie: 29.3006
[89] valid_0's poisson: -108.89 valid_0's tweedie: 29.3029
[90] valid_0's poisson: -108.879 valid_0's tweedie: 29.3052
[91] valid_0's poisson: -108.876 valid_0's tweedie: 29.3064
[92] valid_0's poisson: -108.875 valid_0's tweedie: 29.3063
[93] valid_0's poisson: -108.879 valid_0's tweedie: 29.3059
[94] valid_0's poisson: -108.875 valid_0's tweedie: 29.306
[95] valid_0's poisson: -108.877 valid_0's tweedie: 29.3066
[96] valid_0's poisson: -108.874 valid_0's tweedie: 29.3112
[97] valid_0's poisson: -108.865 valid_0's tweedie: 29.3131
[98] valid_0's poisson: -108.873 valid_0's tweedie: 29.3123
[99] valid_0's poisson: -108.867 valid_0's tweedie: 29.3155
[100] valid_0's poisson: -108.849 valid_0's tweedie: 29.3187
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=5, tweedie_variance_power=1.4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -105.86 valid_0's tweedie: 30.227
[2] valid_0's poisson: -107.692 valid_0's tweedie: 29.5767
[3] valid_0's poisson: -108.026 valid_0's tweedie: 29.4822
[4] valid_0's poisson: -108.387 valid_0's tweedie: 29.4087
[5] valid_0's poisson: -108.529 valid_0's tweedie: 29.3651
[6] valid_0's poisson: -108.721 valid_0's tweedie: 29.3185
[7] valid_0's poisson: -108.796 valid_0's tweedie: 29.2998
[8] valid_0's poisson: -108.895 valid_0's tweedie: 29.2849
[9] valid_0's poisson: -108.853 valid_0's tweedie: 29.2957
[10] valid_0's poisson: -108.889 valid_0's tweedie: 29.2886
[11] valid_0's poisson: -108.934 valid_0's tweedie: 29.2784
[12] valid_0's poisson: -108.999 valid_0's tweedie: 29.2667
[13] valid_0's poisson: -109.029 valid_0's tweedie: 29.2612
[14] valid_0's poisson: -109.133 valid_0's tweedie: 29.2433
[15] valid_0's poisson: -109.15 valid_0's tweedie: 29.2401
[16] valid_0's poisson: -109.227 valid_0's tweedie: 29.2261
[17] valid_0's poisson: -109.229 valid_0's tweedie: 29.2264
[18] valid_0's poisson: -109.262 valid_0's tweedie: 29.2219
[19] valid_0's poisson: -109.251 valid_0's tweedie: 29.2253
[20] valid_0's poisson: -109.261 valid_0's tweedie: 29.223
[21] valid_0's poisson: -109.256 valid_0's tweedie: 29.2252
[22] valid_0's poisson: -109.269 valid_0's tweedie: 29.2231
[23] valid_0's poisson: -109.263 valid_0's tweedie: 29.2238
[24] valid_0's poisson: -109.261 valid_0's tweedie: 29.2264
[25] valid_0's poisson: -109.262 valid_0's tweedie: 29.2234
[26] valid_0's poisson: -109.263 valid_0's tweedie: 29.2238
[27] valid_0's poisson: -109.281 valid_0's tweedie: 29.2216
[28] valid_0's poisson: -109.281 valid_0's tweedie: 29.2222
[29] valid_0's poisson: -109.261 valid_0's tweedie: 29.2263
[30] valid_0's poisson: -109.261 valid_0's tweedie: 29.2281
[31] valid_0's poisson: -109.26 valid_0's tweedie: 29.2289
[32] valid_0's poisson: -109.248 valid_0's tweedie: 29.2329
[33] valid_0's poisson: -109.246 valid_0's tweedie: 29.232
[34] valid_0's poisson: -109.248 valid_0's tweedie: 29.2325
[35] valid_0's poisson: -109.237 valid_0's tweedie: 29.2352
[36] valid_0's poisson: -109.223 valid_0's tweedie: 29.2366
[37] valid_0's poisson: -109.228 valid_0's tweedie: 29.2356
[38] valid_0's poisson: -109.223 valid_0's tweedie: 29.2357
[39] valid_0's poisson: -109.244 valid_0's tweedie: 29.2326
[40] valid_0's poisson: -109.249 valid_0's tweedie: 29.2304
[41] valid_0's poisson: -109.26 valid_0's tweedie: 29.229
[42] valid_0's poisson: -109.272 valid_0's tweedie: 29.226
[43] valid_0's poisson: -109.277 valid_0's tweedie: 29.224
[44] valid_0's poisson: -109.278 valid_0's tweedie: 29.2255
[45] valid_0's poisson: -109.267 valid_0's tweedie: 29.2278
[46] valid_0's poisson: -109.261 valid_0's tweedie: 29.2305
[47] valid_0's poisson: -109.275 valid_0's tweedie: 29.2305
[48] valid_0's poisson: -109.261 valid_0's tweedie: 29.2336
[49] valid_0's poisson: -109.268 valid_0's tweedie: 29.231
[50] valid_0's poisson: -109.28 valid_0's tweedie: 29.2287
[51] valid_0's poisson: -109.283 valid_0's tweedie: 29.2279
[52] valid_0's poisson: -109.296 valid_0's tweedie: 29.2261
[53] valid_0's poisson: -109.307 valid_0's tweedie: 29.2232
[54] valid_0's poisson: -109.294 valid_0's tweedie: 29.2276
[55] valid_0's poisson: -109.275 valid_0's tweedie: 29.2309
[56] valid_0's poisson: -109.281 valid_0's tweedie: 29.2282
[57] valid_0's poisson: -109.272 valid_0's tweedie: 29.2337
[58] valid_0's poisson: -109.271 valid_0's tweedie: 29.2327
[59] valid_0's poisson: -109.258 valid_0's tweedie: 29.2351
[60] valid_0's poisson: -109.249 valid_0's tweedie: 29.2381
[61] valid_0's poisson: -109.251 valid_0's tweedie: 29.2391
[62] valid_0's poisson: -109.24 valid_0's tweedie: 29.2423
[63] valid_0's poisson: -109.241 valid_0's tweedie: 29.2412
[64] valid_0's poisson: -109.246 valid_0's tweedie: 29.241
[65] valid_0's poisson: -109.256 valid_0's tweedie: 29.2384
[66] valid_0's poisson: -109.25 valid_0's tweedie: 29.241
[67] valid_0's poisson: -109.255 valid_0's tweedie: 29.2397
[68] valid_0's poisson: -109.252 valid_0's tweedie: 29.2421
[69] valid_0's poisson: -109.256 valid_0's tweedie: 29.2422
[70] valid_0's poisson: -109.254 valid_0's tweedie: 29.2422
[71] valid_0's poisson: -109.25 valid_0's tweedie: 29.2436
[72] valid_0's poisson: -109.243 valid_0's tweedie: 29.2455
[73] valid_0's poisson: -109.237 valid_0's tweedie: 29.2501
[74] valid_0's poisson: -109.246 valid_0's tweedie: 29.249
[75] valid_0's poisson: -109.246 valid_0's tweedie: 29.2485
[76] valid_0's poisson: -109.24 valid_0's tweedie: 29.2505
[77] valid_0's poisson: -109.246 valid_0's tweedie: 29.2494
[78] valid_0's poisson: -109.252 valid_0's tweedie: 29.2464
[79] valid_0's poisson: -109.252 valid_0's tweedie: 29.2445
[80] valid_0's poisson: -109.243 valid_0's tweedie: 29.2472
[81] valid_0's poisson: -109.236 valid_0's tweedie: 29.2526
[82] valid_0's poisson: -109.238 valid_0's tweedie: 29.2521
[83] valid_0's poisson: -109.231 valid_0's tweedie: 29.2541
[84] valid_0's poisson: -109.218 valid_0's tweedie: 29.2568
[85] valid_0's poisson: -109.209 valid_0's tweedie: 29.2599
[86] valid_0's poisson: -109.221 valid_0's tweedie: 29.2581
[87] valid_0's poisson: -109.209 valid_0's tweedie: 29.2633
[88] valid_0's poisson: -109.207 valid_0's tweedie: 29.2642
[89] valid_0's poisson: -109.21 valid_0's tweedie: 29.2637
[90] valid_0's poisson: -109.2 valid_0's tweedie: 29.2661
[91] valid_0's poisson: -109.217 valid_0's tweedie: 29.2634
[92] valid_0's poisson: -109.217 valid_0's tweedie: 29.2636
[93] valid_0's poisson: -109.219 valid_0's tweedie: 29.2645
[94] valid_0's poisson: -109.221 valid_0's tweedie: 29.2624
[95] valid_0's poisson: -109.215 valid_0's tweedie: 29.2643
[96] valid_0's poisson: -109.218 valid_0's tweedie: 29.2623
[97] valid_0's poisson: -109.224 valid_0's tweedie: 29.2618
[98] valid_0's poisson: -109.228 valid_0's tweedie: 29.2613
[99] valid_0's poisson: -109.232 valid_0's tweedie: 29.2608
[100] valid_0's poisson: -109.223 valid_0's tweedie: 29.2629
[CV] END bagging_fraction=0.7, lambda_l1=0, lambda_l2=0.1, learning_rate=1.0, max_depth=5, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3158 valid_0's tweedie: 13.752
[2] valid_0's poisson: -87.4564 valid_0's tweedie: 13.7405
[3] valid_0's poisson: -87.5954 valid_0's tweedie: 13.7291
[4] valid_0's poisson: -87.733 valid_0's tweedie: 13.7177
[5] valid_0's poisson: -87.8692 valid_0's tweedie: 13.7064
[6] valid_0's poisson: -88.0037 valid_0's tweedie: 13.6952
[7] valid_0's poisson: -88.1369 valid_0's tweedie: 13.684
[8] valid_0's poisson: -88.2686 valid_0's tweedie: 13.673
[9] valid_0's poisson: -88.3994 valid_0's tweedie: 13.662
[10] valid_0's poisson: -88.5288 valid_0's tweedie: 13.651
[11] valid_0's poisson: -88.6569 valid_0's tweedie: 13.6401
[12] valid_0's poisson: -88.7836 valid_0's tweedie: 13.6293
[13] valid_0's poisson: -88.9096 valid_0's tweedie: 13.6186
[14] valid_0's poisson: -89.0337 valid_0's tweedie: 13.6079
[15] valid_0's poisson: -89.1566 valid_0's tweedie: 13.5973
[16] valid_0's poisson: -89.2786 valid_0's tweedie: 13.5868
[17] valid_0's poisson: -89.3993 valid_0's tweedie: 13.5763
[18] valid_0's poisson: -89.5189 valid_0's tweedie: 13.5659
[19] valid_0's poisson: -89.6371 valid_0's tweedie: 13.5556
[20] valid_0's poisson: -89.7548 valid_0's tweedie: 13.5453
[21] valid_0's poisson: -89.8713 valid_0's tweedie: 13.535
[22] valid_0's poisson: -89.9857 valid_0's tweedie: 13.5249
[23] valid_0's poisson: -90.0998 valid_0's tweedie: 13.5148
[24] valid_0's poisson: -90.2123 valid_0's tweedie: 13.5048
[25] valid_0's poisson: -90.3244 valid_0's tweedie: 13.4948
[26] valid_0's poisson: -90.4344 valid_0's tweedie: 13.485
[27] valid_0's poisson: -90.5439 valid_0's tweedie: 13.4752
[28] valid_0's poisson: -90.653 valid_0's tweedie: 13.4654
[29] valid_0's poisson: -90.7599 valid_0's tweedie: 13.4557
[30] valid_0's poisson: -90.8659 valid_0's tweedie: 13.4461
[31] valid_0's poisson: -90.9715 valid_0's tweedie: 13.4365
[32] valid_0's poisson: -91.0763 valid_0's tweedie: 13.427
[33] valid_0's poisson: -91.1788 valid_0's tweedie: 13.4176
[34] valid_0's poisson: -91.2814 valid_0's tweedie: 13.4082
[35] valid_0's poisson: -91.3827 valid_0's tweedie: 13.3989
[36] valid_0's poisson: -91.4829 valid_0's tweedie: 13.3896
[37] valid_0's poisson: -91.5821 valid_0's tweedie: 13.3804
[38] valid_0's poisson: -91.6805 valid_0's tweedie: 13.3713
[39] valid_0's poisson: -91.7777 valid_0's tweedie: 13.3623
[40] valid_0's poisson: -91.8741 valid_0's tweedie: 13.3533
[41] valid_0's poisson: -91.9695 valid_0's tweedie: 13.3443
[42] valid_0's poisson: -92.0645 valid_0's tweedie: 13.3354
[43] valid_0's poisson: -92.158 valid_0's tweedie: 13.3266
[44] valid_0's poisson: -92.2505 valid_0's tweedie: 13.3179
[45] valid_0's poisson: -92.3425 valid_0's tweedie: 13.3091
[46] valid_0's poisson: -92.4327 valid_0's tweedie: 13.3006
[47] valid_0's poisson: -92.5232 valid_0's tweedie: 13.2919
[48] valid_0's poisson: -92.6126 valid_0's tweedie: 13.2834
[49] valid_0's poisson: -92.7002 valid_0's tweedie: 13.275
[50] valid_0's poisson: -92.788 valid_0's tweedie: 13.2665
[51] valid_0's poisson: -92.8753 valid_0's tweedie: 13.2581
[52] valid_0's poisson: -92.9609 valid_0's tweedie: 13.2499
[53] valid_0's poisson: -93.0456 valid_0's tweedie: 13.2416
[54] valid_0's poisson: -93.1302 valid_0's tweedie: 13.2334
[55] valid_0's poisson: -93.2134 valid_0's tweedie: 13.2253
[56] valid_0's poisson: -93.296 valid_0's tweedie: 13.2173
[57] valid_0's poisson: -93.3783 valid_0's tweedie: 13.2092
[58] valid_0's poisson: -93.4592 valid_0's tweedie: 13.2013
[59] valid_0's poisson: -93.5395 valid_0's tweedie: 13.1934
[60] valid_0's poisson: -93.6191 valid_0's tweedie: 13.1855
[61] valid_0's poisson: -93.6974 valid_0's tweedie: 13.1778
[62] valid_0's poisson: -93.7759 valid_0's tweedie: 13.1701
[63] valid_0's poisson: -93.8533 valid_0's tweedie: 13.1624
[64] valid_0's poisson: -93.9303 valid_0's tweedie: 13.1547
[65] valid_0's poisson: -94.0062 valid_0's tweedie: 13.1472
[66] valid_0's poisson: -94.0815 valid_0's tweedie: 13.1397
[67] valid_0's poisson: -94.1561 valid_0's tweedie: 13.1322
[68] valid_0's poisson: -94.2299 valid_0's tweedie: 13.1248
[69] valid_0's poisson: -94.3043 valid_0's tweedie: 13.1174
[70] valid_0's poisson: -94.3759 valid_0's tweedie: 13.1102
[71] valid_0's poisson: -94.4479 valid_0's tweedie: 13.1029
[72] valid_0's poisson: -94.5202 valid_0's tweedie: 13.0957
[73] valid_0's poisson: -94.591 valid_0's tweedie: 13.0886
[74] valid_0's poisson: -94.6606 valid_0's tweedie: 13.0815
[75] valid_0's poisson: -94.7305 valid_0's tweedie: 13.0744
[76] valid_0's poisson: -94.7994 valid_0's tweedie: 13.0674
[77] valid_0's poisson: -94.8671 valid_0's tweedie: 13.0605
[78] valid_0's poisson: -94.9358 valid_0's tweedie: 13.0535
[79] valid_0's poisson: -95.0024 valid_0's tweedie: 13.0466
[80] valid_0's poisson: -95.0684 valid_0's tweedie: 13.0399
[81] valid_0's poisson: -95.1351 valid_0's tweedie: 13.033
[82] valid_0's poisson: -95.1999 valid_0's tweedie: 13.0263
[83] valid_0's poisson: -95.2646 valid_0's tweedie: 13.0196
[84] valid_0's poisson: -95.3294 valid_0's tweedie: 13.013
[85] valid_0's poisson: -95.3936 valid_0's tweedie: 13.0063
[86] valid_0's poisson: -95.4557 valid_0's tweedie: 12.9998
[87] valid_0's poisson: -95.5185 valid_0's tweedie: 12.9933
[88] valid_0's poisson: -95.5808 valid_0's tweedie: 12.9869
[89] valid_0's poisson: -95.6426 valid_0's tweedie: 12.9805
[90] valid_0's poisson: -95.7034 valid_0's tweedie: 12.9741
[91] valid_0's poisson: -95.7635 valid_0's tweedie: 12.9678
[92] valid_0's poisson: -95.8284 valid_0's tweedie: 12.9611
[93] valid_0's poisson: -95.8928 valid_0's tweedie: 12.9545
[94] valid_0's poisson: -95.9516 valid_0's tweedie: 12.9482
[95] valid_0's poisson: -96.0148 valid_0's tweedie: 12.9417
[96] valid_0's poisson: -96.0775 valid_0's tweedie: 12.9352
[97] valid_0's poisson: -96.1396 valid_0's tweedie: 12.9287
[98] valid_0's poisson: -96.2005 valid_0's tweedie: 12.9223
[99] valid_0's poisson: -96.2615 valid_0's tweedie: 12.9159
[100] valid_0's poisson: -96.3219 valid_0's tweedie: 12.9096
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3173 valid_0's tweedie: 13.7519
[2] valid_0's poisson: -87.4591 valid_0's tweedie: 13.7403
[3] valid_0's poisson: -87.5991 valid_0's tweedie: 13.7288
[4] valid_0's poisson: -87.7378 valid_0's tweedie: 13.7173
[5] valid_0's poisson: -87.8749 valid_0's tweedie: 13.7059
[6] valid_0's poisson: -88.0107 valid_0's tweedie: 13.6946
[7] valid_0's poisson: -88.1449 valid_0's tweedie: 13.6834
[8] valid_0's poisson: -88.2778 valid_0's tweedie: 13.6723
[9] valid_0's poisson: -88.4091 valid_0's tweedie: 13.6612
[10] valid_0's poisson: -88.5394 valid_0's tweedie: 13.6502
[11] valid_0's poisson: -88.6681 valid_0's tweedie: 13.6393
[12] valid_0's poisson: -88.7955 valid_0's tweedie: 13.6284
[13] valid_0's poisson: -88.9214 valid_0's tweedie: 13.6176
[14] valid_0's poisson: -89.0465 valid_0's tweedie: 13.6069
[15] valid_0's poisson: -89.1699 valid_0's tweedie: 13.5963
[16] valid_0's poisson: -89.2921 valid_0's tweedie: 13.5857
[17] valid_0's poisson: -89.4129 valid_0's tweedie: 13.5752
[18] valid_0's poisson: -89.5329 valid_0's tweedie: 13.5648
[19] valid_0's poisson: -89.6513 valid_0's tweedie: 13.5545
[20] valid_0's poisson: -89.7685 valid_0's tweedie: 13.5442
[21] valid_0's poisson: -89.8845 valid_0's tweedie: 13.534
[22] valid_0's poisson: -89.9996 valid_0's tweedie: 13.5238
[23] valid_0's poisson: -90.1133 valid_0's tweedie: 13.5137
[24] valid_0's poisson: -90.2257 valid_0's tweedie: 13.5038
[25] valid_0's poisson: -90.3375 valid_0's tweedie: 13.4938
[26] valid_0's poisson: -90.4477 valid_0's tweedie: 13.4839
[27] valid_0's poisson: -90.5568 valid_0's tweedie: 13.4741
[28] valid_0's poisson: -90.6647 valid_0's tweedie: 13.4644
[29] valid_0's poisson: -90.7721 valid_0's tweedie: 13.4547
[30] valid_0's poisson: -90.8778 valid_0's tweedie: 13.4451
[31] valid_0's poisson: -90.983 valid_0's tweedie: 13.4356
[32] valid_0's poisson: -91.0871 valid_0's tweedie: 13.4261
[33] valid_0's poisson: -91.1897 valid_0's tweedie: 13.4167
[34] valid_0's poisson: -91.2913 valid_0's tweedie: 13.4073
[35] valid_0's poisson: -91.3923 valid_0's tweedie: 13.398
[36] valid_0's poisson: -91.4927 valid_0's tweedie: 13.3888
[37] valid_0's poisson: -91.5914 valid_0's tweedie: 13.3796
[38] valid_0's poisson: -91.6903 valid_0's tweedie: 13.3704
[39] valid_0's poisson: -91.7885 valid_0's tweedie: 13.3613
[40] valid_0's poisson: -91.8843 valid_0's tweedie: 13.3524
[41] valid_0's poisson: -91.9807 valid_0's tweedie: 13.3433
[42] valid_0's poisson: -92.0754 valid_0's tweedie: 13.3344
[43] valid_0's poisson: -92.1694 valid_0's tweedie: 13.3256
[44] valid_0's poisson: -92.2623 valid_0's tweedie: 13.3168
[45] valid_0's poisson: -92.3544 valid_0's tweedie: 13.3081
[46] valid_0's poisson: -92.4457 valid_0's tweedie: 13.2994
[47] valid_0's poisson: -92.5366 valid_0's tweedie: 13.2908
[48] valid_0's poisson: -92.6262 valid_0's tweedie: 13.2823
[49] valid_0's poisson: -92.7143 valid_0's tweedie: 13.2738
[50] valid_0's poisson: -92.8026 valid_0's tweedie: 13.2653
[51] valid_0's poisson: -92.8896 valid_0's tweedie: 13.257
[52] valid_0's poisson: -92.9759 valid_0's tweedie: 13.2487
[53] valid_0's poisson: -93.0611 valid_0's tweedie: 13.2404
[54] valid_0's poisson: -93.1458 valid_0's tweedie: 13.2322
[55] valid_0's poisson: -93.2301 valid_0's tweedie: 13.224
[56] valid_0's poisson: -93.3121 valid_0's tweedie: 13.216
[57] valid_0's poisson: -93.3945 valid_0's tweedie: 13.208
[58] valid_0's poisson: -93.4765 valid_0's tweedie: 13.2
[59] valid_0's poisson: -93.5571 valid_0's tweedie: 13.1921
[60] valid_0's poisson: -93.6363 valid_0's tweedie: 13.1843
[61] valid_0's poisson: -93.7159 valid_0's tweedie: 13.1764
[62] valid_0's poisson: -93.7942 valid_0's tweedie: 13.1687
[63] valid_0's poisson: -93.8724 valid_0's tweedie: 13.1609
[64] valid_0's poisson: -93.9489 valid_0's tweedie: 13.1533
[65] valid_0's poisson: -94.0252 valid_0's tweedie: 13.1457
[66] valid_0's poisson: -94.1012 valid_0's tweedie: 13.1381
[67] valid_0's poisson: -94.1756 valid_0's tweedie: 13.1307
[68] valid_0's poisson: -94.2502 valid_0's tweedie: 13.1232
[69] valid_0's poisson: -94.3238 valid_0's tweedie: 13.1158
[70] valid_0's poisson: -94.3968 valid_0's tweedie: 13.1085
[71] valid_0's poisson: -94.4687 valid_0's tweedie: 13.1012
[72] valid_0's poisson: -94.5403 valid_0's tweedie: 13.094
[73] valid_0's poisson: -94.6115 valid_0's tweedie: 13.0868
[74] valid_0's poisson: -94.6818 valid_0's tweedie: 13.0797
[75] valid_0's poisson: -94.751 valid_0's tweedie: 13.0726
[76] valid_0's poisson: -94.8204 valid_0's tweedie: 13.0655
[77] valid_0's poisson: -94.8888 valid_0's tweedie: 13.0586
[78] valid_0's poisson: -94.9568 valid_0's tweedie: 13.0516
[79] valid_0's poisson: -95.0244 valid_0's tweedie: 13.0446
[80] valid_0's poisson: -95.091 valid_0's tweedie: 13.0378
[81] valid_0's poisson: -95.1568 valid_0's tweedie: 13.031
[82] valid_0's poisson: -95.2226 valid_0's tweedie: 13.0242
[83] valid_0's poisson: -95.2877 valid_0's tweedie: 13.0175
[84] valid_0's poisson: -95.3519 valid_0's tweedie: 13.0109
[85] valid_0's poisson: -95.4159 valid_0's tweedie: 13.0042
[86] valid_0's poisson: -95.4793 valid_0's tweedie: 12.9977
[87] valid_0's poisson: -95.5419 valid_0's tweedie: 12.9911
[88] valid_0's poisson: -95.604 valid_0's tweedie: 12.9846
[89] valid_0's poisson: -95.6657 valid_0's tweedie: 12.9782
[90] valid_0's poisson: -95.7271 valid_0's tweedie: 12.9718
[91] valid_0's poisson: -95.7878 valid_0's tweedie: 12.9655
[92] valid_0's poisson: -95.8474 valid_0's tweedie: 12.9592
[93] valid_0's poisson: -95.9068 valid_0's tweedie: 12.9529
[94] valid_0's poisson: -95.967 valid_0's tweedie: 12.9466
[95] valid_0's poisson: -96.0253 valid_0's tweedie: 12.9404
[96] valid_0's poisson: -96.0832 valid_0's tweedie: 12.9343
[97] valid_0's poisson: -96.1411 valid_0's tweedie: 12.9282
[98] valid_0's poisson: -96.198 valid_0's tweedie: 12.9222
[99] valid_0's poisson: -96.2551 valid_0's tweedie: 12.9161
[100] valid_0's poisson: -96.3107 valid_0's tweedie: 12.9102
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3118 valid_0's tweedie: 13.7524
[2] valid_0's poisson: -87.4525 valid_0's tweedie: 13.7409
[3] valid_0's poisson: -87.5917 valid_0's tweedie: 13.7294
[4] valid_0's poisson: -87.7293 valid_0's tweedie: 13.7181
[5] valid_0's poisson: -87.8656 valid_0's tweedie: 13.7068
[6] valid_0's poisson: -88.0003 valid_0's tweedie: 13.6956
[7] valid_0's poisson: -88.1337 valid_0's tweedie: 13.6845
[8] valid_0's poisson: -88.2661 valid_0's tweedie: 13.6734
[9] valid_0's poisson: -88.3966 valid_0's tweedie: 13.6624
[10] valid_0's poisson: -88.5263 valid_0's tweedie: 13.6515
[11] valid_0's poisson: -88.6545 valid_0's tweedie: 13.6406
[12] valid_0's poisson: -88.7814 valid_0's tweedie: 13.6298
[13] valid_0's poisson: -88.9067 valid_0's tweedie: 13.6191
[14] valid_0's poisson: -89.0309 valid_0's tweedie: 13.6085
[15] valid_0's poisson: -89.1539 valid_0's tweedie: 13.5979
[16] valid_0's poisson: -89.2756 valid_0's tweedie: 13.5874
[17] valid_0's poisson: -89.3965 valid_0's tweedie: 13.5769
[18] valid_0's poisson: -89.5155 valid_0's tweedie: 13.5666
[19] valid_0's poisson: -89.6336 valid_0's tweedie: 13.5563
[20] valid_0's poisson: -89.7504 valid_0's tweedie: 13.5461
[21] valid_0's poisson: -89.8663 valid_0's tweedie: 13.5359
[22] valid_0's poisson: -89.9807 valid_0's tweedie: 13.5258
[23] valid_0's poisson: -90.0941 valid_0's tweedie: 13.5158
[24] valid_0's poisson: -90.2062 valid_0's tweedie: 13.5058
[25] valid_0's poisson: -90.3174 valid_0's tweedie: 13.4959
[26] valid_0's poisson: -90.4274 valid_0's tweedie: 13.4861
[27] valid_0's poisson: -90.5362 valid_0's tweedie: 13.4764
[28] valid_0's poisson: -90.6441 valid_0's tweedie: 13.4667
[29] valid_0's poisson: -90.7507 valid_0's tweedie: 13.4571
[30] valid_0's poisson: -90.8563 valid_0's tweedie: 13.4475
[31] valid_0's poisson: -90.9605 valid_0's tweedie: 13.438
[32] valid_0's poisson: -91.0644 valid_0's tweedie: 13.4286
[33] valid_0's poisson: -91.1677 valid_0's tweedie: 13.4191
[34] valid_0's poisson: -91.2687 valid_0's tweedie: 13.4099
[35] valid_0's poisson: -91.3688 valid_0's tweedie: 13.4007
[36] valid_0's poisson: -91.469 valid_0's tweedie: 13.3914
[37] valid_0's poisson: -91.5675 valid_0's tweedie: 13.3823
[38] valid_0's poisson: -91.6654 valid_0's tweedie: 13.3732
[39] valid_0's poisson: -91.7626 valid_0's tweedie: 13.3642
[40] valid_0's poisson: -91.8591 valid_0's tweedie: 13.3552
[41] valid_0's poisson: -91.9555 valid_0's tweedie: 13.3462
[42] valid_0's poisson: -92.0498 valid_0's tweedie: 13.3374
[43] valid_0's poisson: -92.143 valid_0's tweedie: 13.3286
[44] valid_0's poisson: -92.2363 valid_0's tweedie: 13.3198
[45] valid_0's poisson: -92.328 valid_0's tweedie: 13.3112
[46] valid_0's poisson: -92.4194 valid_0's tweedie: 13.3025
[47] valid_0's poisson: -92.5092 valid_0's tweedie: 13.2939
[48] valid_0's poisson: -92.5985 valid_0's tweedie: 13.2854
[49] valid_0's poisson: -92.6877 valid_0's tweedie: 13.2769
[50] valid_0's poisson: -92.775 valid_0's tweedie: 13.2686
[51] valid_0's poisson: -92.8619 valid_0's tweedie: 13.2602
[52] valid_0's poisson: -92.9475 valid_0's tweedie: 13.252
[53] valid_0's poisson: -93.0327 valid_0's tweedie: 13.2438
[54] valid_0's poisson: -93.1178 valid_0's tweedie: 13.2355
[55] valid_0's poisson: -93.2005 valid_0's tweedie: 13.2275
[56] valid_0's poisson: -93.2838 valid_0's tweedie: 13.2194
[57] valid_0's poisson: -93.3665 valid_0's tweedie: 13.2113
[58] valid_0's poisson: -93.4476 valid_0's tweedie: 13.2034
[59] valid_0's poisson: -93.5287 valid_0's tweedie: 13.1955
[60] valid_0's poisson: -93.608 valid_0's tweedie: 13.1877
[61] valid_0's poisson: -93.6868 valid_0's tweedie: 13.1799
[62] valid_0's poisson: -93.766 valid_0's tweedie: 13.1722
[63] valid_0's poisson: -93.8427 valid_0's tweedie: 13.1645
[64] valid_0's poisson: -93.92 valid_0's tweedie: 13.1569
[65] valid_0's poisson: -93.997 valid_0's tweedie: 13.1493
[66] valid_0's poisson: -94.0716 valid_0's tweedie: 13.1418
[67] valid_0's poisson: -94.147 valid_0's tweedie: 13.1343
[68] valid_0's poisson: -94.2221 valid_0's tweedie: 13.1268
[69] valid_0's poisson: -94.2946 valid_0's tweedie: 13.1195
[70] valid_0's poisson: -94.3679 valid_0's tweedie: 13.1122
[71] valid_0's poisson: -94.4408 valid_0's tweedie: 13.1049
[72] valid_0's poisson: -94.5127 valid_0's tweedie: 13.0977
[73] valid_0's poisson: -94.5833 valid_0's tweedie: 13.0905
[74] valid_0's poisson: -94.654 valid_0's tweedie: 13.0834
[75] valid_0's poisson: -94.7237 valid_0's tweedie: 13.0763
[76] valid_0's poisson: -94.7928 valid_0's tweedie: 13.0693
[77] valid_0's poisson: -94.8616 valid_0's tweedie: 13.0624
[78] valid_0's poisson: -94.9296 valid_0's tweedie: 13.0554
[79] valid_0's poisson: -94.9967 valid_0's tweedie: 13.0485
[80] valid_0's poisson: -95.0638 valid_0's tweedie: 13.0417
[81] valid_0's poisson: -95.13 valid_0's tweedie: 13.0349
[82] valid_0's poisson: -95.196 valid_0's tweedie: 13.0281
[83] valid_0's poisson: -95.261 valid_0's tweedie: 13.0214
[84] valid_0's poisson: -95.3258 valid_0's tweedie: 13.0148
[85] valid_0's poisson: -95.3901 valid_0's tweedie: 13.0082
[86] valid_0's poisson: -95.4532 valid_0's tweedie: 13.0016
[87] valid_0's poisson: -95.5163 valid_0's tweedie: 12.9951
[88] valid_0's poisson: -95.5785 valid_0's tweedie: 12.9886
[89] valid_0's poisson: -95.6406 valid_0's tweedie: 12.9822
[90] valid_0's poisson: -95.7027 valid_0's tweedie: 12.9758
[91] valid_0's poisson: -95.763 valid_0's tweedie: 12.9695
[92] valid_0's poisson: -95.8284 valid_0's tweedie: 12.9627
[93] valid_0's poisson: -95.8932 valid_0's tweedie: 12.9561
[94] valid_0's poisson: -95.9573 valid_0's tweedie: 12.9494
[95] valid_0's poisson: -96.0163 valid_0's tweedie: 12.9432
[96] valid_0's poisson: -96.0794 valid_0's tweedie: 12.9366
[97] valid_0's poisson: -96.142 valid_0's tweedie: 12.9301
[98] valid_0's poisson: -96.2032 valid_0's tweedie: 12.9237
[99] valid_0's poisson: -96.2646 valid_0's tweedie: 12.9173
[100] valid_0's poisson: -96.3254 valid_0's tweedie: 12.9109
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3188 valid_0's tweedie: 13.7518
[2] valid_0's poisson: -87.4599 valid_0's tweedie: 13.7402
[3] valid_0's poisson: -87.5996 valid_0's tweedie: 13.7287
[4] valid_0's poisson: -87.7377 valid_0's tweedie: 13.7172
[5] valid_0's poisson: -87.8744 valid_0's tweedie: 13.7059
[6] valid_0's poisson: -88.0099 valid_0's tweedie: 13.6946
[7] valid_0's poisson: -88.1436 valid_0's tweedie: 13.6834
[8] valid_0's poisson: -88.2763 valid_0's tweedie: 13.6723
[9] valid_0's poisson: -88.4072 valid_0's tweedie: 13.6612
[10] valid_0's poisson: -88.5371 valid_0's tweedie: 13.6502
[11] valid_0's poisson: -88.6656 valid_0's tweedie: 13.6393
[12] valid_0's poisson: -88.7927 valid_0's tweedie: 13.6284
[13] valid_0's poisson: -88.9185 valid_0's tweedie: 13.6177
[14] valid_0's poisson: -89.0426 valid_0's tweedie: 13.607
[15] valid_0's poisson: -89.1658 valid_0's tweedie: 13.5964
[16] valid_0's poisson: -89.2873 valid_0's tweedie: 13.5859
[17] valid_0's poisson: -89.408 valid_0's tweedie: 13.5754
[18] valid_0's poisson: -89.5275 valid_0's tweedie: 13.5649
[19] valid_0's poisson: -89.6455 valid_0's tweedie: 13.5546
[20] valid_0's poisson: -89.7626 valid_0's tweedie: 13.5443
[21] valid_0's poisson: -89.878 valid_0's tweedie: 13.5342
[22] valid_0's poisson: -89.9926 valid_0's tweedie: 13.524
[23] valid_0's poisson: -90.1059 valid_0's tweedie: 13.514
[24] valid_0's poisson: -90.2183 valid_0's tweedie: 13.504
[25] valid_0's poisson: -90.3291 valid_0's tweedie: 13.4941
[26] valid_0's poisson: -90.4392 valid_0's tweedie: 13.4842
[27] valid_0's poisson: -90.5484 valid_0's tweedie: 13.4744
[28] valid_0's poisson: -90.6558 valid_0's tweedie: 13.4647
[29] valid_0's poisson: -90.7629 valid_0's tweedie: 13.455
[30] valid_0's poisson: -90.8687 valid_0's tweedie: 13.4454
[31] valid_0's poisson: -90.9737 valid_0's tweedie: 13.4358
[32] valid_0's poisson: -91.0774 valid_0's tweedie: 13.4264
[33] valid_0's poisson: -91.1805 valid_0's tweedie: 13.4169
[34] valid_0's poisson: -91.283 valid_0's tweedie: 13.4075
[35] valid_0's poisson: -91.3833 valid_0's tweedie: 13.3983
[36] valid_0's poisson: -91.4834 valid_0's tweedie: 13.389
[37] valid_0's poisson: -91.5829 valid_0's tweedie: 13.3798
[38] valid_0's poisson: -91.681 valid_0's tweedie: 13.3707
[39] valid_0's poisson: -91.7774 valid_0's tweedie: 13.3617
[40] valid_0's poisson: -91.8736 valid_0's tweedie: 13.3527
[41] valid_0's poisson: -91.9694 valid_0's tweedie: 13.3437
[42] valid_0's poisson: -92.063 valid_0's tweedie: 13.3349
[43] valid_0's poisson: -92.1565 valid_0's tweedie: 13.326
[44] valid_0's poisson: -92.2494 valid_0's tweedie: 13.3172
[45] valid_0's poisson: -92.341 valid_0's tweedie: 13.3086
[46] valid_0's poisson: -92.4311 valid_0's tweedie: 13.3
[47] valid_0's poisson: -92.5215 valid_0's tweedie: 13.2914
[48] valid_0's poisson: -92.6105 valid_0's tweedie: 13.2829
[49] valid_0's poisson: -92.6984 valid_0's tweedie: 13.2745
[50] valid_0's poisson: -92.7863 valid_0's tweedie: 13.266
[51] valid_0's poisson: -92.8729 valid_0's tweedie: 13.2578
[52] valid_0's poisson: -92.959 valid_0's tweedie: 13.2494
[53] valid_0's poisson: -93.0444 valid_0's tweedie: 13.2412
[54] valid_0's poisson: -93.128 valid_0's tweedie: 13.233
[55] valid_0's poisson: -93.2115 valid_0's tweedie: 13.2249
[56] valid_0's poisson: -93.2948 valid_0's tweedie: 13.2168
[57] valid_0's poisson: -93.3763 valid_0's tweedie: 13.2088
[58] valid_0's poisson: -93.4578 valid_0's tweedie: 13.2009
[59] valid_0's poisson: -93.5389 valid_0's tweedie: 13.193
[60] valid_0's poisson: -93.6179 valid_0's tweedie: 13.1851
[61] valid_0's poisson: -93.6974 valid_0's tweedie: 13.1773
[62] valid_0's poisson: -93.7763 valid_0's tweedie: 13.1696
[63] valid_0's poisson: -93.8531 valid_0's tweedie: 13.1619
[64] valid_0's poisson: -93.9306 valid_0's tweedie: 13.1542
[65] valid_0's poisson: -94.0071 valid_0's tweedie: 13.1466
[66] valid_0's poisson: -94.0825 valid_0's tweedie: 13.1391
[67] valid_0's poisson: -94.1579 valid_0's tweedie: 13.1316
[68] valid_0's poisson: -94.232 valid_0's tweedie: 13.1242
[69] valid_0's poisson: -94.3061 valid_0's tweedie: 13.1167
[70] valid_0's poisson: -94.3783 valid_0's tweedie: 13.1094
[71] valid_0's poisson: -94.4512 valid_0's tweedie: 13.1021
[72] valid_0's poisson: -94.5234 valid_0's tweedie: 13.0949
[73] valid_0's poisson: -94.5938 valid_0's tweedie: 13.0877
[74] valid_0's poisson: -94.6646 valid_0's tweedie: 13.0806
[75] valid_0's poisson: -94.7335 valid_0's tweedie: 13.0735
[76] valid_0's poisson: -94.8026 valid_0's tweedie: 13.0665
[77] valid_0's poisson: -94.8716 valid_0's tweedie: 13.0595
[78] valid_0's poisson: -94.9398 valid_0's tweedie: 13.0525
[79] valid_0's poisson: -95.0075 valid_0's tweedie: 13.0456
[80] valid_0's poisson: -95.0741 valid_0's tweedie: 13.0387
[81] valid_0's poisson: -95.1408 valid_0's tweedie: 13.0319
[82] valid_0's poisson: -95.2058 valid_0's tweedie: 13.0251
[83] valid_0's poisson: -95.2717 valid_0's tweedie: 13.0184
[84] valid_0's poisson: -95.3367 valid_0's tweedie: 13.0117
[85] valid_0's poisson: -95.4003 valid_0's tweedie: 13.0051
[86] valid_0's poisson: -95.4643 valid_0's tweedie: 12.9984
[87] valid_0's poisson: -95.5272 valid_0's tweedie: 12.992
[88] valid_0's poisson: -95.5948 valid_0's tweedie: 12.985
[89] valid_0's poisson: -95.6618 valid_0's tweedie: 12.9782
[90] valid_0's poisson: -95.7281 valid_0's tweedie: 12.9713
[91] valid_0's poisson: -95.7929 valid_0's tweedie: 12.9646
[92] valid_0's poisson: -95.858 valid_0's tweedie: 12.9579
[93] valid_0's poisson: -95.9178 valid_0's tweedie: 12.9515
[94] valid_0's poisson: -95.9818 valid_0's tweedie: 12.9449
[95] valid_0's poisson: -96.0453 valid_0's tweedie: 12.9383
[96] valid_0's poisson: -96.108 valid_0's tweedie: 12.9318
[97] valid_0's poisson: -96.1694 valid_0's tweedie: 12.9253
[98] valid_0's poisson: -96.2312 valid_0's tweedie: 12.9189
[99] valid_0's poisson: -96.2917 valid_0's tweedie: 12.9125
[100] valid_0's poisson: -96.3524 valid_0's tweedie: 12.9061
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3065 valid_0's tweedie: 13.7528
[2] valid_0's poisson: -87.4478 valid_0's tweedie: 13.7413
[3] valid_0's poisson: -87.5882 valid_0's tweedie: 13.7298
[4] valid_0's poisson: -87.727 valid_0's tweedie: 13.7184
[5] valid_0's poisson: -87.8638 valid_0's tweedie: 13.7071
[6] valid_0's poisson: -88 valid_0's tweedie: 13.6958
[7] valid_0's poisson: -88.1342 valid_0's tweedie: 13.6846
[8] valid_0's poisson: -88.2678 valid_0's tweedie: 13.6734
[9] valid_0's poisson: -88.3992 valid_0's tweedie: 13.6624
[10] valid_0's poisson: -88.5298 valid_0's tweedie: 13.6514
[11] valid_0's poisson: -88.6584 valid_0's tweedie: 13.6405
[12] valid_0's poisson: -88.7866 valid_0's tweedie: 13.6296
[13] valid_0's poisson: -88.9131 valid_0's tweedie: 13.6189
[14] valid_0's poisson: -89.0383 valid_0's tweedie: 13.6082
[15] valid_0's poisson: -89.1625 valid_0's tweedie: 13.5975
[16] valid_0's poisson: -89.2846 valid_0's tweedie: 13.587
[17] valid_0's poisson: -89.406 valid_0's tweedie: 13.5765
[18] valid_0's poisson: -89.526 valid_0's tweedie: 13.5661
[19] valid_0's poisson: -89.6452 valid_0's tweedie: 13.5557
[20] valid_0's poisson: -89.7624 valid_0's tweedie: 13.5455
[21] valid_0's poisson: -89.8789 valid_0's tweedie: 13.5353
[22] valid_0's poisson: -89.9939 valid_0's tweedie: 13.5251
[23] valid_0's poisson: -90.1085 valid_0's tweedie: 13.515
[24] valid_0's poisson: -90.2214 valid_0's tweedie: 13.505
[25] valid_0's poisson: -90.333 valid_0's tweedie: 13.4951
[26] valid_0's poisson: -90.4439 valid_0's tweedie: 13.4852
[27] valid_0's poisson: -90.5534 valid_0's tweedie: 13.4754
[28] valid_0's poisson: -90.662 valid_0's tweedie: 13.4656
[29] valid_0's poisson: -90.769 valid_0's tweedie: 13.456
[30] valid_0's poisson: -90.8752 valid_0's tweedie: 13.4464
[31] valid_0's poisson: -90.9803 valid_0's tweedie: 13.4369
[32] valid_0's poisson: -91.0846 valid_0's tweedie: 13.4274
[33] valid_0's poisson: -91.1886 valid_0's tweedie: 13.4179
[34] valid_0's poisson: -91.2911 valid_0's tweedie: 13.4085
[35] valid_0's poisson: -91.3928 valid_0's tweedie: 13.3992
[36] valid_0's poisson: -91.4931 valid_0's tweedie: 13.39
[37] valid_0's poisson: -91.593 valid_0's tweedie: 13.3808
[38] valid_0's poisson: -91.6912 valid_0's tweedie: 13.3717
[39] valid_0's poisson: -91.7893 valid_0's tweedie: 13.3626
[40] valid_0's poisson: -91.8863 valid_0's tweedie: 13.3536
[41] valid_0's poisson: -91.9818 valid_0's tweedie: 13.3446
[42] valid_0's poisson: -92.0767 valid_0's tweedie: 13.3357
[43] valid_0's poisson: -92.171 valid_0's tweedie: 13.3269
[44] valid_0's poisson: -92.2637 valid_0's tweedie: 13.3182
[45] valid_0's poisson: -92.3561 valid_0's tweedie: 13.3094
[46] valid_0's poisson: -92.4477 valid_0's tweedie: 13.3008
[47] valid_0's poisson: -92.5379 valid_0's tweedie: 13.2922
[48] valid_0's poisson: -92.6274 valid_0's tweedie: 13.2837
[49] valid_0's poisson: -92.7165 valid_0's tweedie: 13.2752
[50] valid_0's poisson: -92.804 valid_0's tweedie: 13.2668
[51] valid_0's poisson: -92.8911 valid_0's tweedie: 13.2584
[52] valid_0's poisson: -92.9781 valid_0's tweedie: 13.2501
[53] valid_0's poisson: -93.0634 valid_0's tweedie: 13.2419
[54] valid_0's poisson: -93.1479 valid_0's tweedie: 13.2337
[55] valid_0's poisson: -93.2325 valid_0's tweedie: 13.2255
[56] valid_0's poisson: -93.3153 valid_0's tweedie: 13.2174
[57] valid_0's poisson: -93.3976 valid_0's tweedie: 13.2094
[58] valid_0's poisson: -93.4798 valid_0's tweedie: 13.2014
[59] valid_0's poisson: -93.5604 valid_0's tweedie: 13.1935
[60] valid_0's poisson: -93.6404 valid_0's tweedie: 13.1856
[61] valid_0's poisson: -93.7204 valid_0's tweedie: 13.1778
[62] valid_0's poisson: -93.7987 valid_0's tweedie: 13.17
[63] valid_0's poisson: -93.8769 valid_0's tweedie: 13.1623
[64] valid_0's poisson: -93.9543 valid_0's tweedie: 13.1546
[65] valid_0's poisson: -94.0305 valid_0's tweedie: 13.1471
[66] valid_0's poisson: -94.1066 valid_0's tweedie: 13.1396
[67] valid_0's poisson: -94.182 valid_0's tweedie: 13.132
[68] valid_0's poisson: -94.2565 valid_0's tweedie: 13.1246
[69] valid_0's poisson: -94.3312 valid_0's tweedie: 13.1171
[70] valid_0's poisson: -94.4043 valid_0's tweedie: 13.1097
[71] valid_0's poisson: -94.4765 valid_0's tweedie: 13.1024
[72] valid_0's poisson: -94.5488 valid_0's tweedie: 13.0952
[73] valid_0's poisson: -94.6197 valid_0's tweedie: 13.088
[74] valid_0's poisson: -94.6902 valid_0's tweedie: 13.0808
[75] valid_0's poisson: -94.7607 valid_0's tweedie: 13.0737
[76] valid_0's poisson: -94.8301 valid_0's tweedie: 13.0667
[77] valid_0's poisson: -94.899 valid_0's tweedie: 13.0596
[78] valid_0's poisson: -94.9674 valid_0's tweedie: 13.0527
[79] valid_0's poisson: -95.0353 valid_0's tweedie: 13.0458
[80] valid_0's poisson: -95.1023 valid_0's tweedie: 13.0388
[81] valid_0's poisson: -95.169 valid_0's tweedie: 13.0321
[82] valid_0's poisson: -95.2352 valid_0's tweedie: 13.0252
[83] valid_0's poisson: -95.3006 valid_0's tweedie: 13.0186
[84] valid_0's poisson: -95.365 valid_0's tweedie: 13.0119
[85] valid_0's poisson: -95.4293 valid_0's tweedie: 13.0052
[86] valid_0's poisson: -95.4924 valid_0's tweedie: 12.9986
[87] valid_0's poisson: -95.5605 valid_0's tweedie: 12.9917
[88] valid_0's poisson: -95.6279 valid_0's tweedie: 12.9848
[89] valid_0's poisson: -95.6947 valid_0's tweedie: 12.9779
[90] valid_0's poisson: -95.7559 valid_0's tweedie: 12.9715
[91] valid_0's poisson: -95.8215 valid_0's tweedie: 12.9647
[92] valid_0's poisson: -95.886 valid_0's tweedie: 12.958
[93] valid_0's poisson: -95.9504 valid_0's tweedie: 12.9514
[94] valid_0's poisson: -96.0143 valid_0's tweedie: 12.9447
[95] valid_0's poisson: -96.0769 valid_0's tweedie: 12.9382
[96] valid_0's poisson: -96.1395 valid_0's tweedie: 12.9317
[97] valid_0's poisson: -96.1973 valid_0's tweedie: 12.9255
[98] valid_0's poisson: -96.2589 valid_0's tweedie: 12.9191
[99] valid_0's poisson: -96.3203 valid_0's tweedie: 12.9127
[100] valid_0's poisson: -96.3802 valid_0's tweedie: 12.9064
[CV] END bagging_fraction=0.4, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7188 valid_0's tweedie: 23.3658
[2] valid_0's poisson: -88.249 valid_0's tweedie: 23.2768
[3] valid_0's poisson: -88.7647 valid_0's tweedie: 23.1898
[4] valid_0's poisson: -89.2648 valid_0's tweedie: 23.1052
[5] valid_0's poisson: -89.7532 valid_0's tweedie: 23.0222
[6] valid_0's poisson: -90.2265 valid_0's tweedie: 22.9414
[7] valid_0's poisson: -90.6891 valid_0's tweedie: 22.8622
[8] valid_0's poisson: -91.1383 valid_0's tweedie: 22.7849
[9] valid_0's poisson: -91.5787 valid_0's tweedie: 22.7089
[10] valid_0's poisson: -92.0029 valid_0's tweedie: 22.6354
[11] valid_0's poisson: -92.4197 valid_0's tweedie: 22.5629
[12] valid_0's poisson: -92.8262 valid_0's tweedie: 22.492
[13] valid_0's poisson: -93.2175 valid_0's tweedie: 22.4235
[14] valid_0's poisson: -93.6013 valid_0's tweedie: 22.356
[15] valid_0's poisson: -93.9737 valid_0's tweedie: 22.2903
[16] valid_0's poisson: -94.3343 valid_0's tweedie: 22.2264
[17] valid_0's poisson: -94.6888 valid_0's tweedie: 22.1634
[18] valid_0's poisson: -95.031 valid_0's tweedie: 22.1024
[19] valid_0's poisson: -95.3658 valid_0's tweedie: 22.0425
[20] valid_0's poisson: -95.6935 valid_0's tweedie: 21.9837
[21] valid_0's poisson: -96.0192 valid_0's tweedie: 21.9253
[22] valid_0's poisson: -96.3262 valid_0's tweedie: 21.8697
[23] valid_0's poisson: -96.6271 valid_0's tweedie: 21.8153
[24] valid_0's poisson: -96.9175 valid_0's tweedie: 21.7624
[25] valid_0's poisson: -97.211 valid_0's tweedie: 21.709
[26] valid_0's poisson: -97.4895 valid_0's tweedie: 21.6581
[27] valid_0's poisson: -97.7565 valid_0's tweedie: 21.609
[28] valid_0's poisson: -98.0206 valid_0's tweedie: 21.5604
[29] valid_0's poisson: -98.2755 valid_0's tweedie: 21.5132
[30] valid_0's poisson: -98.5355 valid_0's tweedie: 21.4653
[31] valid_0's poisson: -98.7771 valid_0's tweedie: 21.4205
[32] valid_0's poisson: -99.0216 valid_0's tweedie: 21.3752
[33] valid_0's poisson: -99.2506 valid_0's tweedie: 21.3324
[34] valid_0's poisson: -99.4749 valid_0's tweedie: 21.2904
[35] valid_0's poisson: -99.6972 valid_0's tweedie: 21.2487
[36] valid_0's poisson: -99.911 valid_0's tweedie: 21.2086
[37] valid_0's poisson: -100.112 valid_0's tweedie: 21.1705
[38] valid_0's poisson: -100.325 valid_0's tweedie: 21.1304
[39] valid_0's poisson: -100.522 valid_0's tweedie: 21.0932
[40] valid_0's poisson: -100.722 valid_0's tweedie: 21.0554
[41] valid_0's poisson: -100.907 valid_0's tweedie: 21.0203
[42] valid_0's poisson: -101.097 valid_0's tweedie: 20.9841
[43] valid_0's poisson: -101.268 valid_0's tweedie: 20.9513
[44] valid_0's poisson: -101.45 valid_0's tweedie: 20.9168
[45] valid_0's poisson: -101.619 valid_0's tweedie: 20.8845
[46] valid_0's poisson: -101.791 valid_0's tweedie: 20.8516
[47] valid_0's poisson: -101.947 valid_0's tweedie: 20.8212
[48] valid_0's poisson: -102.11 valid_0's tweedie: 20.7901
[49] valid_0's poisson: -102.268 valid_0's tweedie: 20.7596
[50] valid_0's poisson: -102.41 valid_0's tweedie: 20.7319
[51] valid_0's poisson: -102.56 valid_0's tweedie: 20.703
[52] valid_0's poisson: -102.696 valid_0's tweedie: 20.6762
[53] valid_0's poisson: -102.839 valid_0's tweedie: 20.6487
[54] valid_0's poisson: -102.978 valid_0's tweedie: 20.6216
[55] valid_0's poisson: -103.103 valid_0's tweedie: 20.5968
[56] valid_0's poisson: -103.236 valid_0's tweedie: 20.571
[57] valid_0's poisson: -103.361 valid_0's tweedie: 20.5466
[58] valid_0's poisson: -103.476 valid_0's tweedie: 20.5235
[59] valid_0's poisson: -103.598 valid_0's tweedie: 20.4997
[60] valid_0's poisson: -103.718 valid_0's tweedie: 20.4763
[61] valid_0's poisson: -103.826 valid_0's tweedie: 20.4548
[62] valid_0's poisson: -103.939 valid_0's tweedie: 20.4326
[63] valid_0's poisson: -104.041 valid_0's tweedie: 20.412
[64] valid_0's poisson: -104.149 valid_0's tweedie: 20.3909
[65] valid_0's poisson: -104.249 valid_0's tweedie: 20.3711
[66] valid_0's poisson: -104.352 valid_0's tweedie: 20.3508
[67] valid_0's poisson: -104.449 valid_0's tweedie: 20.3317
[68] valid_0's poisson: -104.543 valid_0's tweedie: 20.3131
[69] valid_0's poisson: -104.636 valid_0's tweedie: 20.2942
[70] valid_0's poisson: -104.725 valid_0's tweedie: 20.2766
[71] valid_0's poisson: -104.814 valid_0's tweedie: 20.2591
[72] valid_0's poisson: -104.902 valid_0's tweedie: 20.2417
[73] valid_0's poisson: -104.985 valid_0's tweedie: 20.2251
[74] valid_0's poisson: -105.066 valid_0's tweedie: 20.2088
[75] valid_0's poisson: -105.148 valid_0's tweedie: 20.1928
[76] valid_0's poisson: -105.225 valid_0's tweedie: 20.1773
[77] valid_0's poisson: -105.3 valid_0's tweedie: 20.1622
[78] valid_0's poisson: -105.378 valid_0's tweedie: 20.1468
[79] valid_0's poisson: -105.447 valid_0's tweedie: 20.1327
[80] valid_0's poisson: -105.52 valid_0's tweedie: 20.1182
[81] valid_0's poisson: -105.589 valid_0's tweedie: 20.1043
[82] valid_0's poisson: -105.652 valid_0's tweedie: 20.0914
[83] valid_0's poisson: -105.72 valid_0's tweedie: 20.0779
[84] valid_0's poisson: -105.782 valid_0's tweedie: 20.0651
[85] valid_0's poisson: -105.847 valid_0's tweedie: 20.0522
[86] valid_0's poisson: -105.913 valid_0's tweedie: 20.0389
[87] valid_0's poisson: -105.973 valid_0's tweedie: 20.0269
[88] valid_0's poisson: -106.035 valid_0's tweedie: 20.0146
[89] valid_0's poisson: -106.096 valid_0's tweedie: 20.0023
[90] valid_0's poisson: -106.157 valid_0's tweedie: 19.9903
[91] valid_0's poisson: -106.211 valid_0's tweedie: 19.9794
[92] valid_0's poisson: -106.267 valid_0's tweedie: 19.9682
[93] valid_0's poisson: -106.324 valid_0's tweedie: 19.9571
[94] valid_0's poisson: -106.375 valid_0's tweedie: 19.9467
[95] valid_0's poisson: -106.428 valid_0's tweedie: 19.9359
[96] valid_0's poisson: -106.478 valid_0's tweedie: 19.9259
[97] valid_0's poisson: -106.53 valid_0's tweedie: 19.9155
[98] valid_0's poisson: -106.58 valid_0's tweedie: 19.9057
[99] valid_0's poisson: -106.629 valid_0's tweedie: 19.896
[100] valid_0's poisson: -106.672 valid_0's tweedie: 19.887
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7164 valid_0's tweedie: 23.3662
[2] valid_0's poisson: -88.244 valid_0's tweedie: 23.2776
[3] valid_0's poisson: -88.7581 valid_0's tweedie: 23.1909
[4] valid_0's poisson: -89.2641 valid_0's tweedie: 23.1053
[5] valid_0's poisson: -89.7562 valid_0's tweedie: 23.0217
[6] valid_0's poisson: -90.2295 valid_0's tweedie: 22.941
[7] valid_0's poisson: -90.6957 valid_0's tweedie: 22.8612
[8] valid_0's poisson: -91.1451 valid_0's tweedie: 22.7839
[9] valid_0's poisson: -91.5866 valid_0's tweedie: 22.7078
[10] valid_0's poisson: -92.0151 valid_0's tweedie: 22.6336
[11] valid_0's poisson: -92.4294 valid_0's tweedie: 22.5615
[12] valid_0's poisson: -92.8357 valid_0's tweedie: 22.4906
[13] valid_0's poisson: -93.2324 valid_0's tweedie: 22.4212
[14] valid_0's poisson: -93.6141 valid_0's tweedie: 22.3541
[15] valid_0's poisson: -93.9895 valid_0's tweedie: 22.2879
[16] valid_0's poisson: -94.3552 valid_0's tweedie: 22.2232
[17] valid_0's poisson: -94.7066 valid_0's tweedie: 22.1608
[18] valid_0's poisson: -95.0528 valid_0's tweedie: 22.0991
[19] valid_0's poisson: -95.39 valid_0's tweedie: 22.0389
[20] valid_0's poisson: -95.7143 valid_0's tweedie: 21.9806
[21] valid_0's poisson: -96.0334 valid_0's tweedie: 21.9232
[22] valid_0's poisson: -96.3437 valid_0's tweedie: 21.8672
[23] valid_0's poisson: -96.6438 valid_0's tweedie: 21.8127
[24] valid_0's poisson: -96.9395 valid_0's tweedie: 21.7591
[25] valid_0's poisson: -97.2233 valid_0's tweedie: 21.7073
[26] valid_0's poisson: -97.5021 valid_0's tweedie: 21.6563
[27] valid_0's poisson: -97.7734 valid_0's tweedie: 21.6066
[28] valid_0's poisson: -98.0389 valid_0's tweedie: 21.5579
[29] valid_0's poisson: -98.2936 valid_0's tweedie: 21.511
[30] valid_0's poisson: -98.5449 valid_0's tweedie: 21.4646
[31] valid_0's poisson: -98.7826 valid_0's tweedie: 21.4202
[32] valid_0's poisson: -99.0216 valid_0's tweedie: 21.3759
[33] valid_0's poisson: -99.2523 valid_0's tweedie: 21.3328
[34] valid_0's poisson: -99.48 valid_0's tweedie: 21.2904
[35] valid_0's poisson: -99.6928 valid_0's tweedie: 21.2504
[36] valid_0's poisson: -99.9073 valid_0's tweedie: 21.2102
[37] valid_0's poisson: -100.118 valid_0's tweedie: 21.1708
[38] valid_0's poisson: -100.32 valid_0's tweedie: 21.1327
[39] valid_0's poisson: -100.511 valid_0's tweedie: 21.0964
[40] valid_0's poisson: -100.714 valid_0's tweedie: 21.0582
[41] valid_0's poisson: -100.897 valid_0's tweedie: 21.0233
[42] valid_0's poisson: -101.089 valid_0's tweedie: 20.9869
[43] valid_0's poisson: -101.272 valid_0's tweedie: 20.952
[44] valid_0's poisson: -101.446 valid_0's tweedie: 20.919
[45] valid_0's poisson: -101.612 valid_0's tweedie: 20.8872
[46] valid_0's poisson: -101.779 valid_0's tweedie: 20.8549
[47] valid_0's poisson: -101.947 valid_0's tweedie: 20.8229
[48] valid_0's poisson: -102.101 valid_0's tweedie: 20.7933
[49] valid_0's poisson: -102.262 valid_0's tweedie: 20.7625
[50] valid_0's poisson: -102.412 valid_0's tweedie: 20.7335
[51] valid_0's poisson: -102.557 valid_0's tweedie: 20.7054
[52] valid_0's poisson: -102.699 valid_0's tweedie: 20.6776
[53] valid_0's poisson: -102.843 valid_0's tweedie: 20.6498
[54] valid_0's poisson: -102.974 valid_0's tweedie: 20.6243
[55] valid_0's poisson: -103.11 valid_0's tweedie: 20.5978
[56] valid_0's poisson: -103.239 valid_0's tweedie: 20.5728
[57] valid_0's poisson: -103.364 valid_0's tweedie: 20.5482
[58] valid_0's poisson: -103.484 valid_0's tweedie: 20.5243
[59] valid_0's poisson: -103.604 valid_0's tweedie: 20.501
[60] valid_0's poisson: -103.72 valid_0's tweedie: 20.4779
[61] valid_0's poisson: -103.832 valid_0's tweedie: 20.4558
[62] valid_0's poisson: -103.944 valid_0's tweedie: 20.4336
[63] valid_0's poisson: -104.051 valid_0's tweedie: 20.4124
[64] valid_0's poisson: -104.155 valid_0's tweedie: 20.392
[65] valid_0's poisson: -104.26 valid_0's tweedie: 20.3714
[66] valid_0's poisson: -104.361 valid_0's tweedie: 20.3513
[67] valid_0's poisson: -104.457 valid_0's tweedie: 20.3321
[68] valid_0's poisson: -104.554 valid_0's tweedie: 20.313
[69] valid_0's poisson: -104.643 valid_0's tweedie: 20.295
[70] valid_0's poisson: -104.735 valid_0's tweedie: 20.2767
[71] valid_0's poisson: -104.82 valid_0's tweedie: 20.2597
[72] valid_0's poisson: -104.906 valid_0's tweedie: 20.2424
[73] valid_0's poisson: -104.991 valid_0's tweedie: 20.2253
[74] valid_0's poisson: -105.07 valid_0's tweedie: 20.2093
[75] valid_0's poisson: -105.153 valid_0's tweedie: 20.1928
[76] valid_0's poisson: -105.232 valid_0's tweedie: 20.177
[77] valid_0's poisson: -105.308 valid_0's tweedie: 20.1619
[78] valid_0's poisson: -105.385 valid_0's tweedie: 20.1466
[79] valid_0's poisson: -105.459 valid_0's tweedie: 20.1317
[80] valid_0's poisson: -105.528 valid_0's tweedie: 20.1177
[81] valid_0's poisson: -105.599 valid_0's tweedie: 20.1035
[82] valid_0's poisson: -105.67 valid_0's tweedie: 20.0893
[83] valid_0's poisson: -105.739 valid_0's tweedie: 20.0754
[84] valid_0's poisson: -105.802 valid_0's tweedie: 20.0626
[85] valid_0's poisson: -105.869 valid_0's tweedie: 20.0494
[86] valid_0's poisson: -105.932 valid_0's tweedie: 20.0366
[87] valid_0's poisson: -105.989 valid_0's tweedie: 20.025
[88] valid_0's poisson: -106.052 valid_0's tweedie: 20.0124
[89] valid_0's poisson: -106.114 valid_0's tweedie: 20
[90] valid_0's poisson: -106.168 valid_0's tweedie: 19.989
[91] valid_0's poisson: -106.227 valid_0's tweedie: 19.9772
[92] valid_0's poisson: -106.283 valid_0's tweedie: 19.9661
[93] valid_0's poisson: -106.338 valid_0's tweedie: 19.9551
[94] valid_0's poisson: -106.388 valid_0's tweedie: 19.9449
[95] valid_0's poisson: -106.441 valid_0's tweedie: 19.9343
[96] valid_0's poisson: -106.494 valid_0's tweedie: 19.9239
[97] valid_0's poisson: -106.542 valid_0's tweedie: 19.9144
[98] valid_0's poisson: -106.591 valid_0's tweedie: 19.9044
[99] valid_0's poisson: -106.638 valid_0's tweedie: 19.895
[100] valid_0's poisson: -106.68 valid_0's tweedie: 19.8864
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7131 valid_0's tweedie: 23.3669
[2] valid_0's poisson: -88.2417 valid_0's tweedie: 23.2782
[3] valid_0's poisson: -88.756 valid_0's tweedie: 23.1917
[4] valid_0's poisson: -89.2626 valid_0's tweedie: 23.1061
[5] valid_0's poisson: -89.7496 valid_0's tweedie: 23.0234
[6] valid_0's poisson: -90.2296 valid_0's tweedie: 22.9417
[7] valid_0's poisson: -90.6966 valid_0's tweedie: 22.8618
[8] valid_0's poisson: -91.1457 valid_0's tweedie: 22.7847
[9] valid_0's poisson: -91.5881 valid_0's tweedie: 22.7085
[10] valid_0's poisson: -92.0175 valid_0's tweedie: 22.6342
[11] valid_0's poisson: -92.437 valid_0's tweedie: 22.5614
[12] valid_0's poisson: -92.8399 valid_0's tweedie: 22.4911
[13] valid_0's poisson: -93.2366 valid_0's tweedie: 22.4218
[14] valid_0's poisson: -93.6234 valid_0's tweedie: 22.3539
[15] valid_0's poisson: -93.9948 valid_0's tweedie: 22.2884
[16] valid_0's poisson: -94.3602 valid_0's tweedie: 22.2239
[17] valid_0's poisson: -94.7159 valid_0's tweedie: 22.1607
[18] valid_0's poisson: -95.0637 valid_0's tweedie: 22.0989
[19] valid_0's poisson: -95.3968 valid_0's tweedie: 22.0394
[20] valid_0's poisson: -95.7254 valid_0's tweedie: 21.9805
[21] valid_0's poisson: -96.046 valid_0's tweedie: 21.9229
[22] valid_0's poisson: -96.3534 valid_0's tweedie: 21.8674
[23] valid_0's poisson: -96.6559 valid_0's tweedie: 21.8126
[24] valid_0's poisson: -96.9502 valid_0's tweedie: 21.7592
[25] valid_0's poisson: -97.2372 valid_0's tweedie: 21.707
[26] valid_0's poisson: -97.5134 valid_0's tweedie: 21.6565
[27] valid_0's poisson: -97.7849 valid_0's tweedie: 21.6068
[28] valid_0's poisson: -98.0503 valid_0's tweedie: 21.5581
[29] valid_0's poisson: -98.3045 valid_0's tweedie: 21.5111
[30] valid_0's poisson: -98.5567 valid_0's tweedie: 21.4647
[31] valid_0's poisson: -98.8103 valid_0's tweedie: 21.4179
[32] valid_0's poisson: -99.0498 valid_0's tweedie: 21.3736
[33] valid_0's poisson: -99.281 valid_0's tweedie: 21.3305
[34] valid_0's poisson: -99.5172 valid_0's tweedie: 21.2866
[35] valid_0's poisson: -99.7338 valid_0's tweedie: 21.2459
[36] valid_0's poisson: -99.9487 valid_0's tweedie: 21.2057
[37] valid_0's poisson: -100.167 valid_0's tweedie: 21.1649
[38] valid_0's poisson: -100.362 valid_0's tweedie: 21.1277
[39] valid_0's poisson: -100.57 valid_0's tweedie: 21.0887
[40] valid_0's poisson: -100.763 valid_0's tweedie: 21.0523
[41] valid_0's poisson: -100.958 valid_0's tweedie: 21.0153
[42] valid_0's poisson: -101.134 valid_0's tweedie: 20.9815
[43] valid_0's poisson: -101.321 valid_0's tweedie: 20.946
[44] valid_0's poisson: -101.491 valid_0's tweedie: 20.9133
[45] valid_0's poisson: -101.668 valid_0's tweedie: 20.8796
[46] valid_0's poisson: -101.825 valid_0's tweedie: 20.849
[47] valid_0's poisson: -101.992 valid_0's tweedie: 20.8171
[48] valid_0's poisson: -102.153 valid_0's tweedie: 20.7861
[49] valid_0's poisson: -102.303 valid_0's tweedie: 20.7571
[50] valid_0's poisson: -102.458 valid_0's tweedie: 20.7272
[51] valid_0's poisson: -102.596 valid_0's tweedie: 20.7003
[52] valid_0's poisson: -102.743 valid_0's tweedie: 20.6719
[53] valid_0's poisson: -102.886 valid_0's tweedie: 20.6442
[54] valid_0's poisson: -103.015 valid_0's tweedie: 20.6186
[55] valid_0's poisson: -103.151 valid_0's tweedie: 20.5922
[56] valid_0's poisson: -103.28 valid_0's tweedie: 20.5669
[57] valid_0's poisson: -103.405 valid_0's tweedie: 20.5425
[58] valid_0's poisson: -103.529 valid_0's tweedie: 20.5185
[59] valid_0's poisson: -103.643 valid_0's tweedie: 20.4958
[60] valid_0's poisson: -103.759 valid_0's tweedie: 20.4727
[61] valid_0's poisson: -103.876 valid_0's tweedie: 20.4499
[62] valid_0's poisson: -103.984 valid_0's tweedie: 20.4286
[63] valid_0's poisson: -104.089 valid_0's tweedie: 20.4075
[64] valid_0's poisson: -104.192 valid_0's tweedie: 20.387
[65] valid_0's poisson: -104.296 valid_0's tweedie: 20.3666
[66] valid_0's poisson: -104.394 valid_0's tweedie: 20.347
[67] valid_0's poisson: -104.492 valid_0's tweedie: 20.3276
[68] valid_0's poisson: -104.584 valid_0's tweedie: 20.3093
[69] valid_0's poisson: -104.679 valid_0's tweedie: 20.2904
[70] valid_0's poisson: -104.764 valid_0's tweedie: 20.2732
[71] valid_0's poisson: -104.852 valid_0's tweedie: 20.2555
[72] valid_0's poisson: -104.94 valid_0's tweedie: 20.238
[73] valid_0's poisson: -105.023 valid_0's tweedie: 20.2215
[74] valid_0's poisson: -105.107 valid_0's tweedie: 20.2046
[75] valid_0's poisson: -105.184 valid_0's tweedie: 20.1892
[76] valid_0's poisson: -105.263 valid_0's tweedie: 20.1734
[77] valid_0's poisson: -105.341 valid_0's tweedie: 20.1579
[78] valid_0's poisson: -105.415 valid_0's tweedie: 20.143
[79] valid_0's poisson: -105.491 valid_0's tweedie: 20.1281
[80] valid_0's poisson: -105.561 valid_0's tweedie: 20.1139
[81] valid_0's poisson: -105.631 valid_0's tweedie: 20.0998
[82] valid_0's poisson: -105.701 valid_0's tweedie: 20.0859
[83] valid_0's poisson: -105.774 valid_0's tweedie: 20.0712
[84] valid_0's poisson: -105.845 valid_0's tweedie: 20.057
[85] valid_0's poisson: -105.903 valid_0's tweedie: 20.045
[86] valid_0's poisson: -105.971 valid_0's tweedie: 20.0315
[87] valid_0's poisson: -106.037 valid_0's tweedie: 20.0182
[88] valid_0's poisson: -106.098 valid_0's tweedie: 20.0058
[89] valid_0's poisson: -106.152 valid_0's tweedie: 19.9947
[90] valid_0's poisson: -106.212 valid_0's tweedie: 19.9827
[91] valid_0's poisson: -106.269 valid_0's tweedie: 19.9712
[92] valid_0's poisson: -106.321 valid_0's tweedie: 19.9607
[93] valid_0's poisson: -106.377 valid_0's tweedie: 19.9497
[94] valid_0's poisson: -106.429 valid_0's tweedie: 19.9391
[95] valid_0's poisson: -106.481 valid_0's tweedie: 19.9288
[96] valid_0's poisson: -106.532 valid_0's tweedie: 19.9186
[97] valid_0's poisson: -106.581 valid_0's tweedie: 19.9088
[98] valid_0's poisson: -106.627 valid_0's tweedie: 19.8993
[99] valid_0's poisson: -106.676 valid_0's tweedie: 19.8896
[100] valid_0's poisson: -106.724 valid_0's tweedie: 19.8801
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7245 valid_0's tweedie: 23.3648
[2] valid_0's poisson: -88.2575 valid_0's tweedie: 23.2752
[3] valid_0's poisson: -88.7707 valid_0's tweedie: 23.1887
[4] valid_0's poisson: -89.2734 valid_0's tweedie: 23.1035
[5] valid_0's poisson: -89.7672 valid_0's tweedie: 23.0196
[6] valid_0's poisson: -90.2404 valid_0's tweedie: 22.9388
[7] valid_0's poisson: -90.7083 valid_0's tweedie: 22.8587
[8] valid_0's poisson: -91.1634 valid_0's tweedie: 22.7804
[9] valid_0's poisson: -91.6017 valid_0's tweedie: 22.7047
[10] valid_0's poisson: -92.0329 valid_0's tweedie: 22.63
[11] valid_0's poisson: -92.4469 valid_0's tweedie: 22.558
[12] valid_0's poisson: -92.8544 valid_0's tweedie: 22.4868
[13] valid_0's poisson: -93.2515 valid_0's tweedie: 22.4173
[14] valid_0's poisson: -93.6332 valid_0's tweedie: 22.3502
[15] valid_0's poisson: -94.0093 valid_0's tweedie: 22.2839
[16] valid_0's poisson: -94.3754 valid_0's tweedie: 22.2191
[17] valid_0's poisson: -94.728 valid_0's tweedie: 22.1564
[18] valid_0's poisson: -95.0793 valid_0's tweedie: 22.094
[19] valid_0's poisson: -95.4158 valid_0's tweedie: 22.0337
[20] valid_0's poisson: -95.7413 valid_0's tweedie: 21.9753
[21] valid_0's poisson: -96.0619 valid_0's tweedie: 21.9176
[22] valid_0's poisson: -96.3697 valid_0's tweedie: 21.8621
[23] valid_0's poisson: -96.6717 valid_0's tweedie: 21.8073
[24] valid_0's poisson: -96.9629 valid_0's tweedie: 21.7543
[25] valid_0's poisson: -97.2585 valid_0's tweedie: 21.7006
[26] valid_0's poisson: -97.5381 valid_0's tweedie: 21.6495
[27] valid_0's poisson: -97.813 valid_0's tweedie: 21.5992
[28] valid_0's poisson: -98.0859 valid_0's tweedie: 21.5494
[29] valid_0's poisson: -98.3416 valid_0's tweedie: 21.5022
[30] valid_0's poisson: -98.5943 valid_0's tweedie: 21.4554
[31] valid_0's poisson: -98.8383 valid_0's tweedie: 21.4101
[32] valid_0's poisson: -99.0865 valid_0's tweedie: 21.3643
[33] valid_0's poisson: -99.3157 valid_0's tweedie: 21.3214
[34] valid_0's poisson: -99.542 valid_0's tweedie: 21.2791
[35] valid_0's poisson: -99.7715 valid_0's tweedie: 21.2363
[36] valid_0's poisson: -99.9834 valid_0's tweedie: 21.1963
[37] valid_0's poisson: -100.186 valid_0's tweedie: 21.1578
[38] valid_0's poisson: -100.399 valid_0's tweedie: 21.1179
[39] valid_0's poisson: -100.599 valid_0's tweedie: 21.08
[40] valid_0's poisson: -100.8 valid_0's tweedie: 21.0422
[41] valid_0's poisson: -100.985 valid_0's tweedie: 21.0068
[42] valid_0's poisson: -101.166 valid_0's tweedie: 20.9721
[43] valid_0's poisson: -101.352 valid_0's tweedie: 20.9369
[44] valid_0's poisson: -101.52 valid_0's tweedie: 20.9043
[45] valid_0's poisson: -101.697 valid_0's tweedie: 20.8706
[46] valid_0's poisson: -101.857 valid_0's tweedie: 20.8395
[47] valid_0's poisson: -102.024 valid_0's tweedie: 20.8074
[48] valid_0's poisson: -102.187 valid_0's tweedie: 20.7763
[49] valid_0's poisson: -102.336 valid_0's tweedie: 20.7472
[50] valid_0's poisson: -102.489 valid_0's tweedie: 20.7176
[51] valid_0's poisson: -102.629 valid_0's tweedie: 20.6901
[52] valid_0's poisson: -102.772 valid_0's tweedie: 20.6623
[53] valid_0's poisson: -102.903 valid_0's tweedie: 20.6364
[54] valid_0's poisson: -103.043 valid_0's tweedie: 20.6094
[55] valid_0's poisson: -103.175 valid_0's tweedie: 20.5835
[56] valid_0's poisson: -103.309 valid_0's tweedie: 20.5576
[57] valid_0's poisson: -103.434 valid_0's tweedie: 20.5328
[58] valid_0's poisson: -103.556 valid_0's tweedie: 20.5089
[59] valid_0's poisson: -103.675 valid_0's tweedie: 20.4857
[60] valid_0's poisson: -103.784 valid_0's tweedie: 20.4639
[61] valid_0's poisson: -103.899 valid_0's tweedie: 20.4414
[62] valid_0's poisson: -104.008 valid_0's tweedie: 20.4198
[63] valid_0's poisson: -104.118 valid_0's tweedie: 20.3984
[64] valid_0's poisson: -104.222 valid_0's tweedie: 20.3776
[65] valid_0's poisson: -104.319 valid_0's tweedie: 20.3582
[66] valid_0's poisson: -104.42 valid_0's tweedie: 20.3384
[67] valid_0's poisson: -104.512 valid_0's tweedie: 20.3198
[68] valid_0's poisson: -104.61 valid_0's tweedie: 20.3003
[69] valid_0's poisson: -104.705 valid_0's tweedie: 20.2815
[70] valid_0's poisson: -104.793 valid_0's tweedie: 20.2639
[71] valid_0's poisson: -104.885 valid_0's tweedie: 20.2459
[72] valid_0's poisson: -104.964 valid_0's tweedie: 20.2295
[73] valid_0's poisson: -105.051 valid_0's tweedie: 20.2122
[74] valid_0's poisson: -105.133 valid_0's tweedie: 20.1959
[75] valid_0's poisson: -105.211 valid_0's tweedie: 20.1802
[76] valid_0's poisson: -105.29 valid_0's tweedie: 20.1644
[77] valid_0's poisson: -105.36 valid_0's tweedie: 20.1499
[78] valid_0's poisson: -105.437 valid_0's tweedie: 20.1346
[79] valid_0's poisson: -105.511 valid_0's tweedie: 20.1199
[80] valid_0's poisson: -105.579 valid_0's tweedie: 20.1061
[81] valid_0's poisson: -105.648 valid_0's tweedie: 20.0922
[82] valid_0's poisson: -105.714 valid_0's tweedie: 20.0788
[83] valid_0's poisson: -105.785 valid_0's tweedie: 20.0646
[84] valid_0's poisson: -105.856 valid_0's tweedie: 20.0507
[85] valid_0's poisson: -105.92 valid_0's tweedie: 20.0378
[86] valid_0's poisson: -105.987 valid_0's tweedie: 20.0245
[87] valid_0's poisson: -106.051 valid_0's tweedie: 20.0117
[88] valid_0's poisson: -106.107 valid_0's tweedie: 20.0002
[89] valid_0's poisson: -106.169 valid_0's tweedie: 19.9879
[90] valid_0's poisson: -106.23 valid_0's tweedie: 19.976
[91] valid_0's poisson: -106.281 valid_0's tweedie: 19.9654
[92] valid_0's poisson: -106.339 valid_0's tweedie: 19.9541
[93] valid_0's poisson: -106.394 valid_0's tweedie: 19.9432
[94] valid_0's poisson: -106.442 valid_0's tweedie: 19.9333
[95] valid_0's poisson: -106.495 valid_0's tweedie: 19.9227
[96] valid_0's poisson: -106.547 valid_0's tweedie: 19.9124
[97] valid_0's poisson: -106.597 valid_0's tweedie: 19.9024
[98] valid_0's poisson: -106.642 valid_0's tweedie: 19.8932
[99] valid_0's poisson: -106.69 valid_0's tweedie: 19.8835
[100] valid_0's poisson: -106.737 valid_0's tweedie: 19.8741
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7125 valid_0's tweedie: 23.3671
[2] valid_0's poisson: -88.2463 valid_0's tweedie: 23.2778
[3] valid_0's poisson: -88.7613 valid_0's tweedie: 23.1912
[4] valid_0's poisson: -89.2667 valid_0's tweedie: 23.1059
[5] valid_0's poisson: -89.7596 valid_0's tweedie: 23.0224
[6] valid_0's poisson: -90.2344 valid_0's tweedie: 22.9417
[7] valid_0's poisson: -90.7003 valid_0's tweedie: 22.8621
[8] valid_0's poisson: -91.1576 valid_0's tweedie: 22.7838
[9] valid_0's poisson: -91.5956 valid_0's tweedie: 22.7084
[10] valid_0's poisson: -92.0265 valid_0's tweedie: 22.6339
[11] valid_0's poisson: -92.444 valid_0's tweedie: 22.5615
[12] valid_0's poisson: -92.8529 valid_0's tweedie: 22.4904
[13] valid_0's poisson: -93.2456 valid_0's tweedie: 22.4217
[14] valid_0's poisson: -93.6353 valid_0's tweedie: 22.3535
[15] valid_0's poisson: -94.0112 valid_0's tweedie: 22.2873
[16] valid_0's poisson: -94.3784 valid_0's tweedie: 22.2225
[17] valid_0's poisson: -94.7319 valid_0's tweedie: 22.1598
[18] valid_0's poisson: -95.0833 valid_0's tweedie: 22.0974
[19] valid_0's poisson: -95.4219 valid_0's tweedie: 22.037
[20] valid_0's poisson: -95.7481 valid_0's tweedie: 21.9785
[21] valid_0's poisson: -96.0739 valid_0's tweedie: 21.9201
[22] valid_0's poisson: -96.3853 valid_0's tweedie: 21.864
[23] valid_0's poisson: -96.6889 valid_0's tweedie: 21.8091
[24] valid_0's poisson: -96.9812 valid_0's tweedie: 21.7559
[25] valid_0's poisson: -97.2742 valid_0's tweedie: 21.7028
[26] valid_0's poisson: -97.5535 valid_0's tweedie: 21.6519
[27] valid_0's poisson: -97.8264 valid_0's tweedie: 21.602
[28] valid_0's poisson: -98.0934 valid_0's tweedie: 21.5531
[29] valid_0's poisson: -98.3576 valid_0's tweedie: 21.5047
[30] valid_0's poisson: -98.6057 valid_0's tweedie: 21.4588
[31] valid_0's poisson: -98.8487 valid_0's tweedie: 21.4136
[32] valid_0's poisson: -99.0883 valid_0's tweedie: 21.3693
[33] valid_0's poisson: -99.3271 valid_0's tweedie: 21.325
[34] valid_0's poisson: -99.552 valid_0's tweedie: 21.2831
[35] valid_0's poisson: -99.7787 valid_0's tweedie: 21.2408
[36] valid_0's poisson: -99.9899 valid_0's tweedie: 21.2012
[37] valid_0's poisson: -100.198 valid_0's tweedie: 21.162
[38] valid_0's poisson: -100.406 valid_0's tweedie: 21.1227
[39] valid_0's poisson: -100.603 valid_0's tweedie: 21.0855
[40] valid_0's poisson: -100.802 valid_0's tweedie: 21.048
[41] valid_0's poisson: -100.989 valid_0's tweedie: 21.0125
[42] valid_0's poisson: -101.175 valid_0's tweedie: 20.977
[43] valid_0's poisson: -101.354 valid_0's tweedie: 20.943
[44] valid_0's poisson: -101.532 valid_0's tweedie: 20.909
[45] valid_0's poisson: -101.7 valid_0's tweedie: 20.8767
[46] valid_0's poisson: -101.867 valid_0's tweedie: 20.8445
[47] valid_0's poisson: -102.026 valid_0's tweedie: 20.8137
[48] valid_0's poisson: -102.188 valid_0's tweedie: 20.7826
[49] valid_0's poisson: -102.338 valid_0's tweedie: 20.7535
[50] valid_0's poisson: -102.488 valid_0's tweedie: 20.7242
[51] valid_0's poisson: -102.637 valid_0's tweedie: 20.6956
[52] valid_0's poisson: -102.777 valid_0's tweedie: 20.6682
[53] valid_0's poisson: -102.915 valid_0's tweedie: 20.6413
[54] valid_0's poisson: -103.051 valid_0's tweedie: 20.6148
[55] valid_0's poisson: -103.184 valid_0's tweedie: 20.5887
[56] valid_0's poisson: -103.314 valid_0's tweedie: 20.5634
[57] valid_0's poisson: -103.436 valid_0's tweedie: 20.5392
[58] valid_0's poisson: -103.557 valid_0's tweedie: 20.5153
[59] valid_0's poisson: -103.675 valid_0's tweedie: 20.4921
[60] valid_0's poisson: -103.793 valid_0's tweedie: 20.4689
[61] valid_0's poisson: -103.905 valid_0's tweedie: 20.4469
[62] valid_0's poisson: -104.012 valid_0's tweedie: 20.4254
[63] valid_0's poisson: -104.119 valid_0's tweedie: 20.4042
[64] valid_0's poisson: -104.226 valid_0's tweedie: 20.3831
[65] valid_0's poisson: -104.325 valid_0's tweedie: 20.3632
[66] valid_0's poisson: -104.423 valid_0's tweedie: 20.3436
[67] valid_0's poisson: -104.519 valid_0's tweedie: 20.3245
[68] valid_0's poisson: -104.614 valid_0's tweedie: 20.3056
[69] valid_0's poisson: -104.703 valid_0's tweedie: 20.2877
[70] valid_0's poisson: -104.792 valid_0's tweedie: 20.2698
[71] valid_0's poisson: -104.879 valid_0's tweedie: 20.2522
[72] valid_0's poisson: -104.966 valid_0's tweedie: 20.2348
[73] valid_0's poisson: -105.051 valid_0's tweedie: 20.2179
[74] valid_0's poisson: -105.132 valid_0's tweedie: 20.2016
[75] valid_0's poisson: -105.211 valid_0's tweedie: 20.1858
[76] valid_0's poisson: -105.286 valid_0's tweedie: 20.1704
[77] valid_0's poisson: -105.361 valid_0's tweedie: 20.1553
[78] valid_0's poisson: -105.436 valid_0's tweedie: 20.1403
[79] valid_0's poisson: -105.504 valid_0's tweedie: 20.1262
[80] valid_0's poisson: -105.577 valid_0's tweedie: 20.1116
[81] valid_0's poisson: -105.646 valid_0's tweedie: 20.0978
[82] valid_0's poisson: -105.715 valid_0's tweedie: 20.0838
[83] valid_0's poisson: -105.78 valid_0's tweedie: 20.0707
[84] valid_0's poisson: -105.847 valid_0's tweedie: 20.0573
[85] valid_0's poisson: -105.914 valid_0's tweedie: 20.0439
[86] valid_0's poisson: -105.974 valid_0's tweedie: 20.0318
[87] valid_0's poisson: -106.035 valid_0's tweedie: 20.0193
[88] valid_0's poisson: -106.098 valid_0's tweedie: 20.0067
[89] valid_0's poisson: -106.155 valid_0's tweedie: 19.9951
[90] valid_0's poisson: -106.213 valid_0's tweedie: 19.9834
[91] valid_0's poisson: -106.272 valid_0's tweedie: 19.9716
[92] valid_0's poisson: -106.33 valid_0's tweedie: 19.9601
[93] valid_0's poisson: -106.384 valid_0's tweedie: 19.9492
[94] valid_0's poisson: -106.434 valid_0's tweedie: 19.9391
[95] valid_0's poisson: -106.487 valid_0's tweedie: 19.9284
[96] valid_0's poisson: -106.538 valid_0's tweedie: 19.9183
[97] valid_0's poisson: -106.585 valid_0's tweedie: 19.9087
[98] valid_0's poisson: -106.635 valid_0's tweedie: 19.8987
[99] valid_0's poisson: -106.683 valid_0's tweedie: 19.8891
[100] valid_0's poisson: -106.729 valid_0's tweedie: 19.8797
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=0, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -94.002 valid_0's tweedie: 263.421
[2] valid_0's poisson: -97.7562 valid_0's tweedie: 260.822
[3] valid_0's poisson: -100.295 valid_0's tweedie: 259.038
[4] valid_0's poisson: -102.373 valid_0's tweedie: 257.588
[5] valid_0's poisson: -103.66 valid_0's tweedie: 256.66
[6] valid_0's poisson: -104.556 valid_0's tweedie: 256.006
[7] valid_0's poisson: -105.419 valid_0's tweedie: 255.395
[8] valid_0's poisson: -106.012 valid_0's tweedie: 254.971
[9] valid_0's poisson: -106.48 valid_0's tweedie: 254.628
[10] valid_0's poisson: -106.803 valid_0's tweedie: 254.387
[11] valid_0's poisson: -107.097 valid_0's tweedie: 254.177
[12] valid_0's poisson: -107.292 valid_0's tweedie: 254.033
[13] valid_0's poisson: -107.51 valid_0's tweedie: 253.877
[14] valid_0's poisson: -107.662 valid_0's tweedie: 253.768
[15] valid_0's poisson: -107.792 valid_0's tweedie: 253.677
[16] valid_0's poisson: -107.872 valid_0's tweedie: 253.617
[17] valid_0's poisson: -107.946 valid_0's tweedie: 253.564
[18] valid_0's poisson: -108.049 valid_0's tweedie: 253.49
[19] valid_0's poisson: -108.154 valid_0's tweedie: 253.413
[20] valid_0's poisson: -108.23 valid_0's tweedie: 253.359
[21] valid_0's poisson: -108.333 valid_0's tweedie: 253.278
[22] valid_0's poisson: -108.386 valid_0's tweedie: 253.242
[23] valid_0's poisson: -108.45 valid_0's tweedie: 253.196
[24] valid_0's poisson: -108.494 valid_0's tweedie: 253.16
[25] valid_0's poisson: -108.513 valid_0's tweedie: 253.145
[26] valid_0's poisson: -108.561 valid_0's tweedie: 253.108
[27] valid_0's poisson: -108.596 valid_0's tweedie: 253.083
[28] valid_0's poisson: -108.627 valid_0's tweedie: 253.061
[29] valid_0's poisson: -108.639 valid_0's tweedie: 253.052
[30] valid_0's poisson: -108.653 valid_0's tweedie: 253.042
[31] valid_0's poisson: -108.691 valid_0's tweedie: 253.016
[32] valid_0's poisson: -108.726 valid_0's tweedie: 252.988
[33] valid_0's poisson: -108.755 valid_0's tweedie: 252.969
[34] valid_0's poisson: -108.777 valid_0's tweedie: 252.954
[35] valid_0's poisson: -108.787 valid_0's tweedie: 252.947
[36] valid_0's poisson: -108.809 valid_0's tweedie: 252.932
[37] valid_0's poisson: -108.864 valid_0's tweedie: 252.895
[38] valid_0's poisson: -108.879 valid_0's tweedie: 252.883
[39] valid_0's poisson: -108.882 valid_0's tweedie: 252.881
[40] valid_0's poisson: -108.895 valid_0's tweedie: 252.872
[41] valid_0's poisson: -108.901 valid_0's tweedie: 252.868
[42] valid_0's poisson: -108.909 valid_0's tweedie: 252.863
[43] valid_0's poisson: -108.932 valid_0's tweedie: 252.844
[44] valid_0's poisson: -108.965 valid_0's tweedie: 252.821
[45] valid_0's poisson: -108.989 valid_0's tweedie: 252.806
[46] valid_0's poisson: -109.002 valid_0's tweedie: 252.794
[47] valid_0's poisson: -109.012 valid_0's tweedie: 252.788
[48] valid_0's poisson: -109.026 valid_0's tweedie: 252.779
[49] valid_0's poisson: -109.025 valid_0's tweedie: 252.779
[50] valid_0's poisson: -109.037 valid_0's tweedie: 252.771
[51] valid_0's poisson: -109.041 valid_0's tweedie: 252.768
[52] valid_0's poisson: -109.058 valid_0's tweedie: 252.758
[53] valid_0's poisson: -109.079 valid_0's tweedie: 252.745
[54] valid_0's poisson: -109.1 valid_0's tweedie: 252.73
[55] valid_0's poisson: -109.11 valid_0's tweedie: 252.724
[56] valid_0's poisson: -109.126 valid_0's tweedie: 252.714
[57] valid_0's poisson: -109.134 valid_0's tweedie: 252.707
[58] valid_0's poisson: -109.141 valid_0's tweedie: 252.702
[59] valid_0's poisson: -109.151 valid_0's tweedie: 252.694
[60] valid_0's poisson: -109.158 valid_0's tweedie: 252.689
[61] valid_0's poisson: -109.162 valid_0's tweedie: 252.687
[62] valid_0's poisson: -109.162 valid_0's tweedie: 252.687
[63] valid_0's poisson: -109.169 valid_0's tweedie: 252.683
[64] valid_0's poisson: -109.171 valid_0's tweedie: 252.681
[65] valid_0's poisson: -109.171 valid_0's tweedie: 252.681
[66] valid_0's poisson: -109.182 valid_0's tweedie: 252.674
[67] valid_0's poisson: -109.196 valid_0's tweedie: 252.665
[68] valid_0's poisson: -109.203 valid_0's tweedie: 252.66
[69] valid_0's poisson: -109.211 valid_0's tweedie: 252.655
[70] valid_0's poisson: -109.219 valid_0's tweedie: 252.649
[71] valid_0's poisson: -109.229 valid_0's tweedie: 252.642
[72] valid_0's poisson: -109.234 valid_0's tweedie: 252.638
[73] valid_0's poisson: -109.236 valid_0's tweedie: 252.637
[74] valid_0's poisson: -109.239 valid_0's tweedie: 252.635
[75] valid_0's poisson: -109.25 valid_0's tweedie: 252.628
[76] valid_0's poisson: -109.257 valid_0's tweedie: 252.621
[77] valid_0's poisson: -109.271 valid_0's tweedie: 252.612
[78] valid_0's poisson: -109.281 valid_0's tweedie: 252.606
[79] valid_0's poisson: -109.296 valid_0's tweedie: 252.596
[80] valid_0's poisson: -109.301 valid_0's tweedie: 252.593
[81] valid_0's poisson: -109.302 valid_0's tweedie: 252.592
[82] valid_0's poisson: -109.305 valid_0's tweedie: 252.59
[83] valid_0's poisson: -109.309 valid_0's tweedie: 252.587
[84] valid_0's poisson: -109.313 valid_0's tweedie: 252.585
[85] valid_0's poisson: -109.314 valid_0's tweedie: 252.584
[86] valid_0's poisson: -109.322 valid_0's tweedie: 252.579
[87] valid_0's poisson: -109.326 valid_0's tweedie: 252.576
[88] valid_0's poisson: -109.33 valid_0's tweedie: 252.573
[89] valid_0's poisson: -109.332 valid_0's tweedie: 252.572
[90] valid_0's poisson: -109.337 valid_0's tweedie: 252.569
[91] valid_0's poisson: -109.345 valid_0's tweedie: 252.564
[92] valid_0's poisson: -109.353 valid_0's tweedie: 252.559
[93] valid_0's poisson: -109.356 valid_0's tweedie: 252.557
[94] valid_0's poisson: -109.358 valid_0's tweedie: 252.555
[95] valid_0's poisson: -109.36 valid_0's tweedie: 252.554
[96] valid_0's poisson: -109.361 valid_0's tweedie: 252.553
[97] valid_0's poisson: -109.369 valid_0's tweedie: 252.547
[98] valid_0's poisson: -109.372 valid_0's tweedie: 252.545
[99] valid_0's poisson: -109.376 valid_0's tweedie: 252.542
[100] valid_0's poisson: -109.381 valid_0's tweedie: 252.539
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -94.0506 valid_0's tweedie: 263.389
[2] valid_0's poisson: -97.7468 valid_0's tweedie: 260.83
[3] valid_0's poisson: -100.277 valid_0's tweedie: 259.068
[4] valid_0's poisson: -102.259 valid_0's tweedie: 257.667
[5] valid_0's poisson: -103.548 valid_0's tweedie: 256.738
[6] valid_0's poisson: -104.651 valid_0's tweedie: 255.957
[7] valid_0's poisson: -105.394 valid_0's tweedie: 255.419
[8] valid_0's poisson: -105.97 valid_0's tweedie: 254.993
[9] valid_0's poisson: -106.412 valid_0's tweedie: 254.672
[10] valid_0's poisson: -106.737 valid_0's tweedie: 254.425
[11] valid_0's poisson: -107.067 valid_0's tweedie: 254.19
[12] valid_0's poisson: -107.295 valid_0's tweedie: 254.022
[13] valid_0's poisson: -107.485 valid_0's tweedie: 253.883
[14] valid_0's poisson: -107.639 valid_0's tweedie: 253.775
[15] valid_0's poisson: -107.744 valid_0's tweedie: 253.696
[16] valid_0's poisson: -107.844 valid_0's tweedie: 253.623
[17] valid_0's poisson: -107.976 valid_0's tweedie: 253.529
[18] valid_0's poisson: -108.077 valid_0's tweedie: 253.452
[19] valid_0's poisson: -108.124 valid_0's tweedie: 253.416
[20] valid_0's poisson: -108.183 valid_0's tweedie: 253.374
[21] valid_0's poisson: -108.231 valid_0's tweedie: 253.34
[22] valid_0's poisson: -108.292 valid_0's tweedie: 253.29
[23] valid_0's poisson: -108.402 valid_0's tweedie: 253.215
[24] valid_0's poisson: -108.428 valid_0's tweedie: 253.197
[25] valid_0's poisson: -108.466 valid_0's tweedie: 253.171
[26] valid_0's poisson: -108.48 valid_0's tweedie: 253.161
[27] valid_0's poisson: -108.525 valid_0's tweedie: 253.125
[28] valid_0's poisson: -108.533 valid_0's tweedie: 253.119
[29] valid_0's poisson: -108.543 valid_0's tweedie: 253.112
[30] valid_0's poisson: -108.57 valid_0's tweedie: 253.093
[31] valid_0's poisson: -108.603 valid_0's tweedie: 253.071
[32] valid_0's poisson: -108.636 valid_0's tweedie: 253.044
[33] valid_0's poisson: -108.655 valid_0's tweedie: 253.032
[34] valid_0's poisson: -108.708 valid_0's tweedie: 252.997
[35] valid_0's poisson: -108.724 valid_0's tweedie: 252.986
[36] valid_0's poisson: -108.745 valid_0's tweedie: 252.972
[37] valid_0's poisson: -108.761 valid_0's tweedie: 252.961
[38] valid_0's poisson: -108.787 valid_0's tweedie: 252.944
[39] valid_0's poisson: -108.803 valid_0's tweedie: 252.929
[40] valid_0's poisson: -108.807 valid_0's tweedie: 252.927
[41] valid_0's poisson: -108.81 valid_0's tweedie: 252.924
[42] valid_0's poisson: -108.826 valid_0's tweedie: 252.914
[43] valid_0's poisson: -108.862 valid_0's tweedie: 252.888
[44] valid_0's poisson: -108.87 valid_0's tweedie: 252.882
[45] valid_0's poisson: -108.888 valid_0's tweedie: 252.871
[46] valid_0's poisson: -108.9 valid_0's tweedie: 252.863
[47] valid_0's poisson: -108.908 valid_0's tweedie: 252.857
[48] valid_0's poisson: -108.926 valid_0's tweedie: 252.845
[49] valid_0's poisson: -108.956 valid_0's tweedie: 252.824
[50] valid_0's poisson: -108.964 valid_0's tweedie: 252.817
[51] valid_0's poisson: -109.003 valid_0's tweedie: 252.792
[52] valid_0's poisson: -109.028 valid_0's tweedie: 252.775
[53] valid_0's poisson: -109.036 valid_0's tweedie: 252.77
[54] valid_0's poisson: -109.046 valid_0's tweedie: 252.764
[55] valid_0's poisson: -109.053 valid_0's tweedie: 252.759
[56] valid_0's poisson: -109.068 valid_0's tweedie: 252.749
[57] valid_0's poisson: -109.09 valid_0's tweedie: 252.735
[58] valid_0's poisson: -109.094 valid_0's tweedie: 252.732
[59] valid_0's poisson: -109.1 valid_0's tweedie: 252.728
[60] valid_0's poisson: -109.116 valid_0's tweedie: 252.717
[61] valid_0's poisson: -109.121 valid_0's tweedie: 252.713
[62] valid_0's poisson: -109.132 valid_0's tweedie: 252.705
[63] valid_0's poisson: -109.135 valid_0's tweedie: 252.704
[64] valid_0's poisson: -109.137 valid_0's tweedie: 252.702
[65] valid_0's poisson: -109.144 valid_0's tweedie: 252.697
[66] valid_0's poisson: -109.149 valid_0's tweedie: 252.694
[67] valid_0's poisson: -109.151 valid_0's tweedie: 252.693
[68] valid_0's poisson: -109.15 valid_0's tweedie: 252.694
[69] valid_0's poisson: -109.165 valid_0's tweedie: 252.684
[70] valid_0's poisson: -109.179 valid_0's tweedie: 252.674
[71] valid_0's poisson: -109.192 valid_0's tweedie: 252.666
[72] valid_0's poisson: -109.199 valid_0's tweedie: 252.66
[73] valid_0's poisson: -109.21 valid_0's tweedie: 252.653
[74] valid_0's poisson: -109.216 valid_0's tweedie: 252.648
[75] valid_0's poisson: -109.22 valid_0's tweedie: 252.646
[76] valid_0's poisson: -109.229 valid_0's tweedie: 252.64
[77] valid_0's poisson: -109.232 valid_0's tweedie: 252.638
[78] valid_0's poisson: -109.244 valid_0's tweedie: 252.63
[79] valid_0's poisson: -109.246 valid_0's tweedie: 252.628
[80] valid_0's poisson: -109.246 valid_0's tweedie: 252.628
[81] valid_0's poisson: -109.249 valid_0's tweedie: 252.625
[82] valid_0's poisson: -109.255 valid_0's tweedie: 252.622
[83] valid_0's poisson: -109.258 valid_0's tweedie: 252.62
[84] valid_0's poisson: -109.258 valid_0's tweedie: 252.62
[85] valid_0's poisson: -109.268 valid_0's tweedie: 252.614
[86] valid_0's poisson: -109.272 valid_0's tweedie: 252.611
[87] valid_0's poisson: -109.278 valid_0's tweedie: 252.607
[88] valid_0's poisson: -109.283 valid_0's tweedie: 252.604
[89] valid_0's poisson: -109.285 valid_0's tweedie: 252.603
[90] valid_0's poisson: -109.283 valid_0's tweedie: 252.604
[91] valid_0's poisson: -109.289 valid_0's tweedie: 252.599
[92] valid_0's poisson: -109.31 valid_0's tweedie: 252.586
[93] valid_0's poisson: -109.317 valid_0's tweedie: 252.582
[94] valid_0's poisson: -109.319 valid_0's tweedie: 252.581
[95] valid_0's poisson: -109.319 valid_0's tweedie: 252.581
[96] valid_0's poisson: -109.338 valid_0's tweedie: 252.568
[97] valid_0's poisson: -109.339 valid_0's tweedie: 252.567
[98] valid_0's poisson: -109.343 valid_0's tweedie: 252.565
[99] valid_0's poisson: -109.348 valid_0's tweedie: 252.561
[100] valid_0's poisson: -109.356 valid_0's tweedie: 252.557
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -94.0773 valid_0's tweedie: 263.372
[2] valid_0's poisson: -97.8478 valid_0's tweedie: 260.764
[3] valid_0's poisson: -100.303 valid_0's tweedie: 259.053
[4] valid_0's poisson: -102.31 valid_0's tweedie: 257.635
[5] valid_0's poisson: -103.629 valid_0's tweedie: 256.684
[6] valid_0's poisson: -104.533 valid_0's tweedie: 256.021
[7] valid_0's poisson: -105.288 valid_0's tweedie: 255.482
[8] valid_0's poisson: -105.898 valid_0's tweedie: 255.045
[9] valid_0's poisson: -106.347 valid_0's tweedie: 254.709
[10] valid_0's poisson: -106.678 valid_0's tweedie: 254.464
[11] valid_0's poisson: -106.965 valid_0's tweedie: 254.257
[12] valid_0's poisson: -107.232 valid_0's tweedie: 254.061
[13] valid_0's poisson: -107.446 valid_0's tweedie: 253.908
[14] valid_0's poisson: -107.6 valid_0's tweedie: 253.795
[15] valid_0's poisson: -107.719 valid_0's tweedie: 253.71
[16] valid_0's poisson: -107.815 valid_0's tweedie: 253.639
[17] valid_0's poisson: -107.892 valid_0's tweedie: 253.581
[18] valid_0's poisson: -108.003 valid_0's tweedie: 253.506
[19] valid_0's poisson: -108.058 valid_0's tweedie: 253.464
[20] valid_0's poisson: -108.122 valid_0's tweedie: 253.413
[21] valid_0's poisson: -108.193 valid_0's tweedie: 253.366
[22] valid_0's poisson: -108.222 valid_0's tweedie: 253.345
[23] valid_0's poisson: -108.26 valid_0's tweedie: 253.317
[24] valid_0's poisson: -108.304 valid_0's tweedie: 253.287
[25] valid_0's poisson: -108.343 valid_0's tweedie: 253.259
[26] valid_0's poisson: -108.443 valid_0's tweedie: 253.192
[27] valid_0's poisson: -108.474 valid_0's tweedie: 253.166
[28] valid_0's poisson: -108.504 valid_0's tweedie: 253.145
[29] valid_0's poisson: -108.532 valid_0's tweedie: 253.124
[30] valid_0's poisson: -108.583 valid_0's tweedie: 253.09
[31] valid_0's poisson: -108.593 valid_0's tweedie: 253.083
[32] valid_0's poisson: -108.622 valid_0's tweedie: 253.063
[33] valid_0's poisson: -108.643 valid_0's tweedie: 253.048
[34] valid_0's poisson: -108.662 valid_0's tweedie: 253.035
[35] valid_0's poisson: -108.677 valid_0's tweedie: 253.023
[36] valid_0's poisson: -108.697 valid_0's tweedie: 253.009
[37] valid_0's poisson: -108.701 valid_0's tweedie: 253.006
[38] valid_0's poisson: -108.751 valid_0's tweedie: 252.972
[39] valid_0's poisson: -108.766 valid_0's tweedie: 252.962
[40] valid_0's poisson: -108.798 valid_0's tweedie: 252.94
[41] valid_0's poisson: -108.837 valid_0's tweedie: 252.915
[42] valid_0's poisson: -108.84 valid_0's tweedie: 252.913
[43] valid_0's poisson: -108.846 valid_0's tweedie: 252.908
[44] valid_0's poisson: -108.881 valid_0's tweedie: 252.884
[45] valid_0's poisson: -108.915 valid_0's tweedie: 252.862
[46] valid_0's poisson: -108.954 valid_0's tweedie: 252.831
[47] valid_0's poisson: -108.982 valid_0's tweedie: 252.813
[48] valid_0's poisson: -109.002 valid_0's tweedie: 252.8
[49] valid_0's poisson: -109.017 valid_0's tweedie: 252.79
[50] valid_0's poisson: -109.02 valid_0's tweedie: 252.788
[51] valid_0's poisson: -109.027 valid_0's tweedie: 252.783
[52] valid_0's poisson: -109.027 valid_0's tweedie: 252.783
[53] valid_0's poisson: -109.044 valid_0's tweedie: 252.77
[54] valid_0's poisson: -109.052 valid_0's tweedie: 252.764
[55] valid_0's poisson: -109.055 valid_0's tweedie: 252.762
[56] valid_0's poisson: -109.069 valid_0's tweedie: 252.75
[57] valid_0's poisson: -109.078 valid_0's tweedie: 252.744
[58] valid_0's poisson: -109.085 valid_0's tweedie: 252.739
[59] valid_0's poisson: -109.092 valid_0's tweedie: 252.734
[60] valid_0's poisson: -109.102 valid_0's tweedie: 252.728
[61] valid_0's poisson: -109.107 valid_0's tweedie: 252.724
[62] valid_0's poisson: -109.119 valid_0's tweedie: 252.714
[63] valid_0's poisson: -109.142 valid_0's tweedie: 252.697
[64] valid_0's poisson: -109.148 valid_0's tweedie: 252.694
[65] valid_0's poisson: -109.162 valid_0's tweedie: 252.685
[66] valid_0's poisson: -109.166 valid_0's tweedie: 252.682
[67] valid_0's poisson: -109.17 valid_0's tweedie: 252.679
[68] valid_0's poisson: -109.177 valid_0's tweedie: 252.674
[69] valid_0's poisson: -109.183 valid_0's tweedie: 252.67
[70] valid_0's poisson: -109.196 valid_0's tweedie: 252.662
[71] valid_0's poisson: -109.196 valid_0's tweedie: 252.662
[72] valid_0's poisson: -109.205 valid_0's tweedie: 252.655
[73] valid_0's poisson: -109.212 valid_0's tweedie: 252.651
[74] valid_0's poisson: -109.221 valid_0's tweedie: 252.646
[75] valid_0's poisson: -109.229 valid_0's tweedie: 252.641
[76] valid_0's poisson: -109.244 valid_0's tweedie: 252.63
[77] valid_0's poisson: -109.248 valid_0's tweedie: 252.627
[78] valid_0's poisson: -109.255 valid_0's tweedie: 252.622
[79] valid_0's poisson: -109.264 valid_0's tweedie: 252.616
[80] valid_0's poisson: -109.27 valid_0's tweedie: 252.612
[81] valid_0's poisson: -109.27 valid_0's tweedie: 252.612
[82] valid_0's poisson: -109.274 valid_0's tweedie: 252.609
[83] valid_0's poisson: -109.28 valid_0's tweedie: 252.605
[84] valid_0's poisson: -109.285 valid_0's tweedie: 252.601
[85] valid_0's poisson: -109.284 valid_0's tweedie: 252.602
[86] valid_0's poisson: -109.287 valid_0's tweedie: 252.6
[87] valid_0's poisson: -109.297 valid_0's tweedie: 252.593
[88] valid_0's poisson: -109.3 valid_0's tweedie: 252.591
[89] valid_0's poisson: -109.303 valid_0's tweedie: 252.589
[90] valid_0's poisson: -109.314 valid_0's tweedie: 252.582
[91] valid_0's poisson: -109.32 valid_0's tweedie: 252.579
[92] valid_0's poisson: -109.322 valid_0's tweedie: 252.577
[93] valid_0's poisson: -109.323 valid_0's tweedie: 252.576
[94] valid_0's poisson: -109.326 valid_0's tweedie: 252.574
[95] valid_0's poisson: -109.335 valid_0's tweedie: 252.568
[96] valid_0's poisson: -109.337 valid_0's tweedie: 252.566
[97] valid_0's poisson: -109.339 valid_0's tweedie: 252.564
[98] valid_0's poisson: -109.345 valid_0's tweedie: 252.561
[99] valid_0's poisson: -109.351 valid_0's tweedie: 252.557
[100] valid_0's poisson: -109.351 valid_0's tweedie: 252.557
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -94.0827 valid_0's tweedie: 263.367
[2] valid_0's poisson: -97.8787 valid_0's tweedie: 260.724
[3] valid_0's poisson: -100.612 valid_0's tweedie: 258.827
[4] valid_0's poisson: -102.368 valid_0's tweedie: 257.584
[5] valid_0's poisson: -103.624 valid_0's tweedie: 256.68
[6] valid_0's poisson: -104.538 valid_0's tweedie: 256.025
[7] valid_0's poisson: -105.3 valid_0's tweedie: 255.47
[8] valid_0's poisson: -105.911 valid_0's tweedie: 255.032
[9] valid_0's poisson: -106.454 valid_0's tweedie: 254.646
[10] valid_0's poisson: -106.798 valid_0's tweedie: 254.393
[11] valid_0's poisson: -107.097 valid_0's tweedie: 254.176
[12] valid_0's poisson: -107.324 valid_0's tweedie: 254.011
[13] valid_0's poisson: -107.544 valid_0's tweedie: 253.843
[14] valid_0's poisson: -107.701 valid_0's tweedie: 253.73
[15] valid_0's poisson: -107.889 valid_0's tweedie: 253.599
[16] valid_0's poisson: -107.968 valid_0's tweedie: 253.54
[17] valid_0's poisson: -108.078 valid_0's tweedie: 253.457
[18] valid_0's poisson: -108.156 valid_0's tweedie: 253.4
[19] valid_0's poisson: -108.21 valid_0's tweedie: 253.36
[20] valid_0's poisson: -108.291 valid_0's tweedie: 253.3
[21] valid_0's poisson: -108.331 valid_0's tweedie: 253.27
[22] valid_0's poisson: -108.376 valid_0's tweedie: 253.239
[23] valid_0's poisson: -108.431 valid_0's tweedie: 253.201
[24] valid_0's poisson: -108.494 valid_0's tweedie: 253.157
[25] valid_0's poisson: -108.533 valid_0's tweedie: 253.131
[26] valid_0's poisson: -108.559 valid_0's tweedie: 253.113
[27] valid_0's poisson: -108.59 valid_0's tweedie: 253.087
[28] valid_0's poisson: -108.623 valid_0's tweedie: 253.063
[29] valid_0's poisson: -108.647 valid_0's tweedie: 253.043
[30] valid_0's poisson: -108.666 valid_0's tweedie: 253.03
[31] valid_0's poisson: -108.679 valid_0's tweedie: 253.02
[32] valid_0's poisson: -108.723 valid_0's tweedie: 252.991
[33] valid_0's poisson: -108.783 valid_0's tweedie: 252.952
[34] valid_0's poisson: -108.815 valid_0's tweedie: 252.93
[35] valid_0's poisson: -108.829 valid_0's tweedie: 252.92
[36] valid_0's poisson: -108.834 valid_0's tweedie: 252.917
[37] valid_0's poisson: -108.846 valid_0's tweedie: 252.907
[38] valid_0's poisson: -108.872 valid_0's tweedie: 252.89
[39] valid_0's poisson: -108.888 valid_0's tweedie: 252.879
[40] valid_0's poisson: -108.93 valid_0's tweedie: 252.846
[41] valid_0's poisson: -108.935 valid_0's tweedie: 252.843
[42] valid_0's poisson: -108.953 valid_0's tweedie: 252.831
[43] valid_0's poisson: -108.957 valid_0's tweedie: 252.828
[44] valid_0's poisson: -108.964 valid_0's tweedie: 252.824
[45] valid_0's poisson: -108.968 valid_0's tweedie: 252.821
[46] valid_0's poisson: -108.974 valid_0's tweedie: 252.816
[47] valid_0's poisson: -108.993 valid_0's tweedie: 252.801
[48] valid_0's poisson: -109.03 valid_0's tweedie: 252.777
[49] valid_0's poisson: -109.06 valid_0's tweedie: 252.757
[50] valid_0's poisson: -109.062 valid_0's tweedie: 252.755
[51] valid_0's poisson: -109.074 valid_0's tweedie: 252.748
[52] valid_0's poisson: -109.082 valid_0's tweedie: 252.742
[53] valid_0's poisson: -109.096 valid_0's tweedie: 252.733
[54] valid_0's poisson: -109.105 valid_0's tweedie: 252.727
[55] valid_0's poisson: -109.116 valid_0's tweedie: 252.72
[56] valid_0's poisson: -109.132 valid_0's tweedie: 252.71
[57] valid_0's poisson: -109.142 valid_0's tweedie: 252.701
[58] valid_0's poisson: -109.147 valid_0's tweedie: 252.697
[59] valid_0's poisson: -109.15 valid_0's tweedie: 252.695
[60] valid_0's poisson: -109.156 valid_0's tweedie: 252.691
[61] valid_0's poisson: -109.16 valid_0's tweedie: 252.688
[62] valid_0's poisson: -109.161 valid_0's tweedie: 252.688
[63] valid_0's poisson: -109.163 valid_0's tweedie: 252.686
[64] valid_0's poisson: -109.171 valid_0's tweedie: 252.68
[65] valid_0's poisson: -109.18 valid_0's tweedie: 252.674
[66] valid_0's poisson: -109.187 valid_0's tweedie: 252.668
[67] valid_0's poisson: -109.191 valid_0's tweedie: 252.666
[68] valid_0's poisson: -109.192 valid_0's tweedie: 252.665
[69] valid_0's poisson: -109.196 valid_0's tweedie: 252.662
[70] valid_0's poisson: -109.204 valid_0's tweedie: 252.657
[71] valid_0's poisson: -109.214 valid_0's tweedie: 252.651
[72] valid_0's poisson: -109.218 valid_0's tweedie: 252.649
[73] valid_0's poisson: -109.22 valid_0's tweedie: 252.647
[74] valid_0's poisson: -109.234 valid_0's tweedie: 252.638
[75] valid_0's poisson: -109.258 valid_0's tweedie: 252.62
[76] valid_0's poisson: -109.268 valid_0's tweedie: 252.614
[77] valid_0's poisson: -109.274 valid_0's tweedie: 252.609
[78] valid_0's poisson: -109.277 valid_0's tweedie: 252.607
[79] valid_0's poisson: -109.288 valid_0's tweedie: 252.599
[80] valid_0's poisson: -109.291 valid_0's tweedie: 252.598
[81] valid_0's poisson: -109.297 valid_0's tweedie: 252.593
[82] valid_0's poisson: -109.302 valid_0's tweedie: 252.59
[83] valid_0's poisson: -109.306 valid_0's tweedie: 252.587
[84] valid_0's poisson: -109.337 valid_0's tweedie: 252.567
[85] valid_0's poisson: -109.346 valid_0's tweedie: 252.559
[86] valid_0's poisson: -109.35 valid_0's tweedie: 252.556
[87] valid_0's poisson: -109.352 valid_0's tweedie: 252.555
[88] valid_0's poisson: -109.367 valid_0's tweedie: 252.545
[89] valid_0's poisson: -109.369 valid_0's tweedie: 252.544
[90] valid_0's poisson: -109.385 valid_0's tweedie: 252.534
[91] valid_0's poisson: -109.393 valid_0's tweedie: 252.529
[92] valid_0's poisson: -109.397 valid_0's tweedie: 252.526
[93] valid_0's poisson: -109.403 valid_0's tweedie: 252.523
[94] valid_0's poisson: -109.411 valid_0's tweedie: 252.518
[95] valid_0's poisson: -109.413 valid_0's tweedie: 252.516
[96] valid_0's poisson: -109.418 valid_0's tweedie: 252.513
[97] valid_0's poisson: -109.417 valid_0's tweedie: 252.513
[98] valid_0's poisson: -109.419 valid_0's tweedie: 252.513
[99] valid_0's poisson: -109.417 valid_0's tweedie: 252.513
[100] valid_0's poisson: -109.418 valid_0's tweedie: 252.513
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -94.038 valid_0's tweedie: 263.4
[2] valid_0's poisson: -97.7301 valid_0's tweedie: 260.848
[3] valid_0's poisson: -100.373 valid_0's tweedie: 258.993
[4] valid_0's poisson: -102.432 valid_0's tweedie: 257.555
[5] valid_0's poisson: -103.766 valid_0's tweedie: 256.595
[6] valid_0's poisson: -104.658 valid_0's tweedie: 255.947
[7] valid_0's poisson: -105.398 valid_0's tweedie: 255.407
[8] valid_0's poisson: -105.971 valid_0's tweedie: 254.997
[9] valid_0's poisson: -106.483 valid_0's tweedie: 254.63
[10] valid_0's poisson: -106.834 valid_0's tweedie: 254.373
[11] valid_0's poisson: -107.116 valid_0's tweedie: 254.171
[12] valid_0's poisson: -107.365 valid_0's tweedie: 253.979
[13] valid_0's poisson: -107.578 valid_0's tweedie: 253.821
[14] valid_0's poisson: -107.739 valid_0's tweedie: 253.705
[15] valid_0's poisson: -107.835 valid_0's tweedie: 253.632
[16] valid_0's poisson: -107.947 valid_0's tweedie: 253.554
[17] valid_0's poisson: -108.076 valid_0's tweedie: 253.461
[18] valid_0's poisson: -108.131 valid_0's tweedie: 253.419
[19] valid_0's poisson: -108.194 valid_0's tweedie: 253.37
[20] valid_0's poisson: -108.304 valid_0's tweedie: 253.295
[21] valid_0's poisson: -108.341 valid_0's tweedie: 253.269
[22] valid_0's poisson: -108.394 valid_0's tweedie: 253.231
[23] valid_0's poisson: -108.463 valid_0's tweedie: 253.177
[24] valid_0's poisson: -108.546 valid_0's tweedie: 253.12
[25] valid_0's poisson: -108.575 valid_0's tweedie: 253.1
[26] valid_0's poisson: -108.597 valid_0's tweedie: 253.082
[27] valid_0's poisson: -108.618 valid_0's tweedie: 253.066
[28] valid_0's poisson: -108.643 valid_0's tweedie: 253.05
[29] valid_0's poisson: -108.674 valid_0's tweedie: 253.028
[30] valid_0's poisson: -108.718 valid_0's tweedie: 252.994
[31] valid_0's poisson: -108.727 valid_0's tweedie: 252.987
[32] valid_0's poisson: -108.761 valid_0's tweedie: 252.965
[33] valid_0's poisson: -108.792 valid_0's tweedie: 252.944
[34] valid_0's poisson: -108.81 valid_0's tweedie: 252.931
[35] valid_0's poisson: -108.827 valid_0's tweedie: 252.916
[36] valid_0's poisson: -108.834 valid_0's tweedie: 252.911
[37] valid_0's poisson: -108.849 valid_0's tweedie: 252.9
[38] valid_0's poisson: -108.88 valid_0's tweedie: 252.875
[39] valid_0's poisson: -108.899 valid_0's tweedie: 252.862
[40] valid_0's poisson: -108.916 valid_0's tweedie: 252.851
[41] valid_0's poisson: -108.939 valid_0's tweedie: 252.836
[42] valid_0's poisson: -108.945 valid_0's tweedie: 252.832
[43] valid_0's poisson: -108.961 valid_0's tweedie: 252.82
[44] valid_0's poisson: -108.964 valid_0's tweedie: 252.818
[45] valid_0's poisson: -108.984 valid_0's tweedie: 252.805
[46] valid_0's poisson: -108.995 valid_0's tweedie: 252.798
[47] valid_0's poisson: -109.022 valid_0's tweedie: 252.78
[48] valid_0's poisson: -109.038 valid_0's tweedie: 252.769
[49] valid_0's poisson: -109.057 valid_0's tweedie: 252.757
[50] valid_0's poisson: -109.078 valid_0's tweedie: 252.739
[51] valid_0's poisson: -109.093 valid_0's tweedie: 252.73
[52] valid_0's poisson: -109.097 valid_0's tweedie: 252.727
[53] valid_0's poisson: -109.099 valid_0's tweedie: 252.725
[54] valid_0's poisson: -109.101 valid_0's tweedie: 252.724
[55] valid_0's poisson: -109.108 valid_0's tweedie: 252.718
[56] valid_0's poisson: -109.109 valid_0's tweedie: 252.717
[57] valid_0's poisson: -109.119 valid_0's tweedie: 252.71
[58] valid_0's poisson: -109.124 valid_0's tweedie: 252.707
[59] valid_0's poisson: -109.134 valid_0's tweedie: 252.701
[60] valid_0's poisson: -109.138 valid_0's tweedie: 252.697
[61] valid_0's poisson: -109.145 valid_0's tweedie: 252.692
[62] valid_0's poisson: -109.151 valid_0's tweedie: 252.688
[63] valid_0's poisson: -109.158 valid_0's tweedie: 252.683
[64] valid_0's poisson: -109.164 valid_0's tweedie: 252.68
[65] valid_0's poisson: -109.163 valid_0's tweedie: 252.68
[66] valid_0's poisson: -109.176 valid_0's tweedie: 252.672
[67] valid_0's poisson: -109.182 valid_0's tweedie: 252.668
[68] valid_0's poisson: -109.189 valid_0's tweedie: 252.664
[69] valid_0's poisson: -109.19 valid_0's tweedie: 252.664
[70] valid_0's poisson: -109.197 valid_0's tweedie: 252.658
[71] valid_0's poisson: -109.208 valid_0's tweedie: 252.651
[72] valid_0's poisson: -109.227 valid_0's tweedie: 252.638
[73] valid_0's poisson: -109.234 valid_0's tweedie: 252.633
[74] valid_0's poisson: -109.236 valid_0's tweedie: 252.631
[75] valid_0's poisson: -109.237 valid_0's tweedie: 252.63
[76] valid_0's poisson: -109.251 valid_0's tweedie: 252.621
[77] valid_0's poisson: -109.26 valid_0's tweedie: 252.615
[78] valid_0's poisson: -109.264 valid_0's tweedie: 252.612
[79] valid_0's poisson: -109.285 valid_0's tweedie: 252.598
[80] valid_0's poisson: -109.287 valid_0's tweedie: 252.597
[81] valid_0's poisson: -109.297 valid_0's tweedie: 252.591
[82] valid_0's poisson: -109.299 valid_0's tweedie: 252.59
[83] valid_0's poisson: -109.301 valid_0's tweedie: 252.588
[84] valid_0's poisson: -109.306 valid_0's tweedie: 252.585
[85] valid_0's poisson: -109.319 valid_0's tweedie: 252.577
[86] valid_0's poisson: -109.324 valid_0's tweedie: 252.573
[87] valid_0's poisson: -109.329 valid_0's tweedie: 252.57
[88] valid_0's poisson: -109.338 valid_0's tweedie: 252.564
[89] valid_0's poisson: -109.356 valid_0's tweedie: 252.553
[90] valid_0's poisson: -109.361 valid_0's tweedie: 252.549
[91] valid_0's poisson: -109.373 valid_0's tweedie: 252.542
[92] valid_0's poisson: -109.383 valid_0's tweedie: 252.535
[93] valid_0's poisson: -109.382 valid_0's tweedie: 252.536
[94] valid_0's poisson: -109.384 valid_0's tweedie: 252.534
[95] valid_0's poisson: -109.386 valid_0's tweedie: 252.532
[96] valid_0's poisson: -109.387 valid_0's tweedie: 252.532
[97] valid_0's poisson: -109.387 valid_0's tweedie: 252.531
[98] valid_0's poisson: -109.393 valid_0's tweedie: 252.528
[99] valid_0's poisson: -109.4 valid_0's tweedie: 252.523
[100] valid_0's poisson: -109.4 valid_0's tweedie: 252.523
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.7384 valid_0's tweedie: 23.1927
[2] valid_0's poisson: -90.1123 valid_0's tweedie: 22.9546
[3] valid_0's poisson: -91.3369 valid_0's tweedie: 22.7389
[4] valid_0's poisson: -92.4123 valid_0's tweedie: 22.5433
[5] valid_0's poisson: -93.3726 valid_0's tweedie: 22.367
[6] valid_0's poisson: -94.212 valid_0's tweedie: 22.2071
[7] valid_0's poisson: -95.005 valid_0's tweedie: 22.0594
[8] valid_0's poisson: -95.6896 valid_0's tweedie: 21.9258
[9] valid_0's poisson: -96.343 valid_0's tweedie: 21.8022
[10] valid_0's poisson: -96.9221 valid_0's tweedie: 21.6918
[11] valid_0's poisson: -97.443 valid_0's tweedie: 21.5865
[12] valid_0's poisson: -97.9142 valid_0's tweedie: 21.4929
[13] valid_0's poisson: -98.3492 valid_0's tweedie: 21.4079
[14] valid_0's poisson: -98.8357 valid_0's tweedie: 21.3236
[15] valid_0's poisson: -99.2475 valid_0's tweedie: 21.2443
[16] valid_0's poisson: -99.6031 valid_0's tweedie: 21.1671
[17] valid_0's poisson: -100.004 valid_0's tweedie: 21.0975
[18] valid_0's poisson: -100.377 valid_0's tweedie: 21.0271
[19] valid_0's poisson: -100.762 valid_0's tweedie: 20.9644
[20] valid_0's poisson: -101.027 valid_0's tweedie: 20.9047
[21] valid_0's poisson: -101.332 valid_0's tweedie: 20.8474
[22] valid_0's poisson: -101.647 valid_0's tweedie: 20.7917
[23] valid_0's poisson: -101.951 valid_0's tweedie: 20.7429
[24] valid_0's poisson: -102.171 valid_0's tweedie: 20.6964
[25] valid_0's poisson: -102.427 valid_0's tweedie: 20.6507
[26] valid_0's poisson: -102.67 valid_0's tweedie: 20.6057
[27] valid_0's poisson: -102.9 valid_0's tweedie: 20.5631
[28] valid_0's poisson: -103.063 valid_0's tweedie: 20.5245
[29] valid_0's poisson: -103.273 valid_0's tweedie: 20.4833
[30] valid_0's poisson: -103.471 valid_0's tweedie: 20.4472
[31] valid_0's poisson: -103.661 valid_0's tweedie: 20.4128
[32] valid_0's poisson: -103.84 valid_0's tweedie: 20.3801
[33] valid_0's poisson: -104.003 valid_0's tweedie: 20.3523
[34] valid_0's poisson: -104.157 valid_0's tweedie: 20.3244
[35] valid_0's poisson: -104.315 valid_0's tweedie: 20.2959
[36] valid_0's poisson: -104.472 valid_0's tweedie: 20.2676
[37] valid_0's poisson: -104.6 valid_0's tweedie: 20.2456
[38] valid_0's poisson: -104.725 valid_0's tweedie: 20.2219
[39] valid_0's poisson: -104.841 valid_0's tweedie: 20.1965
[40] valid_0's poisson: -104.966 valid_0's tweedie: 20.1743
[41] valid_0's poisson: -105.09 valid_0's tweedie: 20.1543
[42] valid_0's poisson: -105.209 valid_0's tweedie: 20.1333
[43] valid_0's poisson: -105.321 valid_0's tweedie: 20.1137
[44] valid_0's poisson: -105.421 valid_0's tweedie: 20.0952
[45] valid_0's poisson: -105.522 valid_0's tweedie: 20.0778
[46] valid_0's poisson: -105.616 valid_0's tweedie: 20.0615
[47] valid_0's poisson: -105.73 valid_0's tweedie: 20.0441
[48] valid_0's poisson: -105.805 valid_0's tweedie: 20.0308
[49] valid_0's poisson: -105.879 valid_0's tweedie: 20.0165
[50] valid_0's poisson: -105.976 valid_0's tweedie: 19.9992
[51] valid_0's poisson: -106.048 valid_0's tweedie: 19.9825
[52] valid_0's poisson: -106.115 valid_0's tweedie: 19.9708
[53] valid_0's poisson: -106.178 valid_0's tweedie: 19.9587
[54] valid_0's poisson: -106.243 valid_0's tweedie: 19.9473
[55] valid_0's poisson: -106.313 valid_0's tweedie: 19.9353
[56] valid_0's poisson: -106.397 valid_0's tweedie: 19.9213
[57] valid_0's poisson: -106.455 valid_0's tweedie: 19.9121
[58] valid_0's poisson: -106.503 valid_0's tweedie: 19.9017
[59] valid_0's poisson: -106.569 valid_0's tweedie: 19.8914
[60] valid_0's poisson: -106.62 valid_0's tweedie: 19.8823
[61] valid_0's poisson: -106.677 valid_0's tweedie: 19.8729
[62] valid_0's poisson: -106.732 valid_0's tweedie: 19.8634
[63] valid_0's poisson: -106.773 valid_0's tweedie: 19.8563
[64] valid_0's poisson: -106.827 valid_0's tweedie: 19.8478
[65] valid_0's poisson: -106.869 valid_0's tweedie: 19.8405
[66] valid_0's poisson: -106.911 valid_0's tweedie: 19.8326
[67] valid_0's poisson: -106.954 valid_0's tweedie: 19.8257
[68] valid_0's poisson: -107.007 valid_0's tweedie: 19.8174
[69] valid_0's poisson: -107.051 valid_0's tweedie: 19.8101
[70] valid_0's poisson: -107.08 valid_0's tweedie: 19.8034
[71] valid_0's poisson: -107.116 valid_0's tweedie: 19.7977
[72] valid_0's poisson: -107.165 valid_0's tweedie: 19.7908
[73] valid_0's poisson: -107.193 valid_0's tweedie: 19.7852
[74] valid_0's poisson: -107.217 valid_0's tweedie: 19.7796
[75] valid_0's poisson: -107.255 valid_0's tweedie: 19.7737
[76] valid_0's poisson: -107.288 valid_0's tweedie: 19.7679
[77] valid_0's poisson: -107.316 valid_0's tweedie: 19.7632
[78] valid_0's poisson: -107.344 valid_0's tweedie: 19.7588
[79] valid_0's poisson: -107.371 valid_0's tweedie: 19.7537
[80] valid_0's poisson: -107.392 valid_0's tweedie: 19.7496
[81] valid_0's poisson: -107.415 valid_0's tweedie: 19.7455
[82] valid_0's poisson: -107.44 valid_0's tweedie: 19.7408
[83] valid_0's poisson: -107.467 valid_0's tweedie: 19.7362
[84] valid_0's poisson: -107.488 valid_0's tweedie: 19.7325
[85] valid_0's poisson: -107.517 valid_0's tweedie: 19.728
[86] valid_0's poisson: -107.545 valid_0's tweedie: 19.7238
[87] valid_0's poisson: -107.559 valid_0's tweedie: 19.7203
[88] valid_0's poisson: -107.576 valid_0's tweedie: 19.717
[89] valid_0's poisson: -107.614 valid_0's tweedie: 19.712
[90] valid_0's poisson: -107.628 valid_0's tweedie: 19.7081
[91] valid_0's poisson: -107.65 valid_0's tweedie: 19.7031
[92] valid_0's poisson: -107.676 valid_0's tweedie: 19.6959
[93] valid_0's poisson: -107.689 valid_0's tweedie: 19.6927
[94] valid_0's poisson: -107.714 valid_0's tweedie: 19.6887
[95] valid_0's poisson: -107.726 valid_0's tweedie: 19.6837
[96] valid_0's poisson: -107.755 valid_0's tweedie: 19.6801
[97] valid_0's poisson: -107.769 valid_0's tweedie: 19.6776
[98] valid_0's poisson: -107.781 valid_0's tweedie: 19.6742
[99] valid_0's poisson: -107.791 valid_0's tweedie: 19.6722
[100] valid_0's poisson: -107.809 valid_0's tweedie: 19.6693
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.7456 valid_0's tweedie: 23.1913
[2] valid_0's poisson: -90.1316 valid_0's tweedie: 22.9516
[3] valid_0's poisson: -91.3498 valid_0's tweedie: 22.7352
[4] valid_0's poisson: -92.449 valid_0's tweedie: 22.5376
[5] valid_0's poisson: -93.3981 valid_0's tweedie: 22.3611
[6] valid_0's poisson: -94.2656 valid_0's tweedie: 22.2011
[7] valid_0's poisson: -95.0412 valid_0's tweedie: 22.0527
[8] valid_0's poisson: -95.7389 valid_0's tweedie: 21.917
[9] valid_0's poisson: -96.3683 valid_0's tweedie: 21.7961
[10] valid_0's poisson: -96.9522 valid_0's tweedie: 21.6819
[11] valid_0's poisson: -97.4958 valid_0's tweedie: 21.5782
[12] valid_0's poisson: -97.9663 valid_0's tweedie: 21.483
[13] valid_0's poisson: -98.4364 valid_0's tweedie: 21.3942
[14] valid_0's poisson: -98.9217 valid_0's tweedie: 21.3101
[15] valid_0's poisson: -99.3332 valid_0's tweedie: 21.2306
[16] valid_0's poisson: -99.7509 valid_0's tweedie: 21.1532
[17] valid_0's poisson: -100.136 valid_0's tweedie: 21.0798
[18] valid_0's poisson: -100.55 valid_0's tweedie: 21.0122
[19] valid_0's poisson: -100.909 valid_0's tweedie: 20.9482
[20] valid_0's poisson: -101.185 valid_0's tweedie: 20.8874
[21] valid_0's poisson: -101.488 valid_0's tweedie: 20.8298
[22] valid_0's poisson: -101.791 valid_0's tweedie: 20.7765
[23] valid_0's poisson: -102.068 valid_0's tweedie: 20.7282
[24] valid_0's poisson: -102.299 valid_0's tweedie: 20.6818
[25] valid_0's poisson: -102.541 valid_0's tweedie: 20.6399
[26] valid_0's poisson: -102.748 valid_0's tweedie: 20.596
[27] valid_0's poisson: -102.978 valid_0's tweedie: 20.5543
[28] valid_0's poisson: -103.204 valid_0's tweedie: 20.5126
[29] valid_0's poisson: -103.414 valid_0's tweedie: 20.471
[30] valid_0's poisson: -103.608 valid_0's tweedie: 20.4351
[31] valid_0's poisson: -103.794 valid_0's tweedie: 20.4044
[32] valid_0's poisson: -103.945 valid_0's tweedie: 20.3714
[33] valid_0's poisson: -104.109 valid_0's tweedie: 20.3413
[34] valid_0's poisson: -104.279 valid_0's tweedie: 20.3103
[35] valid_0's poisson: -104.419 valid_0's tweedie: 20.2861
[36] valid_0's poisson: -104.562 valid_0's tweedie: 20.2599
[37] valid_0's poisson: -104.713 valid_0's tweedie: 20.2326
[38] valid_0's poisson: -104.851 valid_0's tweedie: 20.2075
[39] valid_0's poisson: -104.97 valid_0's tweedie: 20.1855
[40] valid_0's poisson: -105.094 valid_0's tweedie: 20.1631
[41] valid_0's poisson: -105.216 valid_0's tweedie: 20.1416
[42] valid_0's poisson: -105.327 valid_0's tweedie: 20.1241
[43] valid_0's poisson: -105.429 valid_0's tweedie: 20.1051
[44] valid_0's poisson: -105.523 valid_0's tweedie: 20.0838
[45] valid_0's poisson: -105.627 valid_0's tweedie: 20.0655
[46] valid_0's poisson: -105.709 valid_0's tweedie: 20.0507
[47] valid_0's poisson: -105.794 valid_0's tweedie: 20.0347
[48] valid_0's poisson: -105.897 valid_0's tweedie: 20.0163
[49] valid_0's poisson: -105.979 valid_0's tweedie: 20.0028
[50] valid_0's poisson: -106.061 valid_0's tweedie: 19.9882
[51] valid_0's poisson: -106.132 valid_0's tweedie: 19.9752
[52] valid_0's poisson: -106.197 valid_0's tweedie: 19.9624
[53] valid_0's poisson: -106.271 valid_0's tweedie: 19.9493
[54] valid_0's poisson: -106.334 valid_0's tweedie: 19.9388
[55] valid_0's poisson: -106.387 valid_0's tweedie: 19.9292
[56] valid_0's poisson: -106.45 valid_0's tweedie: 19.9183
[57] valid_0's poisson: -106.508 valid_0's tweedie: 19.9042
[58] valid_0's poisson: -106.564 valid_0's tweedie: 19.8944
[59] valid_0's poisson: -106.634 valid_0's tweedie: 19.8837
[60] valid_0's poisson: -106.685 valid_0's tweedie: 19.8713
[61] valid_0's poisson: -106.73 valid_0's tweedie: 19.863
[62] valid_0's poisson: -106.785 valid_0's tweedie: 19.8534
[63] valid_0's poisson: -106.825 valid_0's tweedie: 19.8464
[64] valid_0's poisson: -106.861 valid_0's tweedie: 19.8385
[65] valid_0's poisson: -106.903 valid_0's tweedie: 19.8308
[66] valid_0's poisson: -106.953 valid_0's tweedie: 19.8225
[67] valid_0's poisson: -106.996 valid_0's tweedie: 19.8156
[68] valid_0's poisson: -107.053 valid_0's tweedie: 19.8073
[69] valid_0's poisson: -107.083 valid_0's tweedie: 19.8003
[70] valid_0's poisson: -107.123 valid_0's tweedie: 19.7935
[71] valid_0's poisson: -107.166 valid_0's tweedie: 19.7869
[72] valid_0's poisson: -107.197 valid_0's tweedie: 19.7811
[73] valid_0's poisson: -107.239 valid_0's tweedie: 19.7743
[74] valid_0's poisson: -107.264 valid_0's tweedie: 19.7694
[75] valid_0's poisson: -107.298 valid_0's tweedie: 19.7635
[76] valid_0's poisson: -107.334 valid_0's tweedie: 19.7578
[77] valid_0's poisson: -107.369 valid_0's tweedie: 19.7521
[78] valid_0's poisson: -107.391 valid_0's tweedie: 19.7479
[79] valid_0's poisson: -107.417 valid_0's tweedie: 19.7429
[80] valid_0's poisson: -107.441 valid_0's tweedie: 19.7385
[81] valid_0's poisson: -107.465 valid_0's tweedie: 19.734
[82] valid_0's poisson: -107.506 valid_0's tweedie: 19.7265
[83] valid_0's poisson: -107.529 valid_0's tweedie: 19.7225
[84] valid_0's poisson: -107.56 valid_0's tweedie: 19.7174
[85] valid_0's poisson: -107.576 valid_0's tweedie: 19.7134
[86] valid_0's poisson: -107.597 valid_0's tweedie: 19.7086
[87] valid_0's poisson: -107.619 valid_0's tweedie: 19.7051
[88] valid_0's poisson: -107.64 valid_0's tweedie: 19.7016
[89] valid_0's poisson: -107.658 valid_0's tweedie: 19.6982
[90] valid_0's poisson: -107.675 valid_0's tweedie: 19.6952
[91] valid_0's poisson: -107.688 valid_0's tweedie: 19.6929
[92] valid_0's poisson: -107.712 valid_0's tweedie: 19.6863
[93] valid_0's poisson: -107.723 valid_0's tweedie: 19.683
[94] valid_0's poisson: -107.752 valid_0's tweedie: 19.6777
[95] valid_0's poisson: -107.768 valid_0's tweedie: 19.675
[96] valid_0's poisson: -107.788 valid_0's tweedie: 19.6684
[97] valid_0's poisson: -107.816 valid_0's tweedie: 19.6647
[98] valid_0's poisson: -107.833 valid_0's tweedie: 19.6618
[99] valid_0's poisson: -107.84 valid_0's tweedie: 19.6598
[100] valid_0's poisson: -107.851 valid_0's tweedie: 19.6577
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.7319 valid_0's tweedie: 23.194
[2] valid_0's poisson: -90.1046 valid_0's tweedie: 22.9569
[3] valid_0's poisson: -91.3354 valid_0's tweedie: 22.7396
[4] valid_0's poisson: -92.4115 valid_0's tweedie: 22.5452
[5] valid_0's poisson: -93.3744 valid_0's tweedie: 22.3676
[6] valid_0's poisson: -94.2161 valid_0's tweedie: 22.2088
[7] valid_0's poisson: -95.0162 valid_0's tweedie: 22.0601
[8] valid_0's poisson: -95.7001 valid_0's tweedie: 21.9259
[9] valid_0's poisson: -96.3591 valid_0's tweedie: 21.8015
[10] valid_0's poisson: -96.9318 valid_0's tweedie: 21.6879
[11] valid_0's poisson: -97.4774 valid_0's tweedie: 21.5841
[12] valid_0's poisson: -97.9637 valid_0's tweedie: 21.4914
[13] valid_0's poisson: -98.4023 valid_0's tweedie: 21.4003
[14] valid_0's poisson: -98.8675 valid_0's tweedie: 21.3142
[15] valid_0's poisson: -99.3168 valid_0's tweedie: 21.2298
[16] valid_0's poisson: -99.7543 valid_0's tweedie: 21.1544
[17] valid_0's poisson: -100.081 valid_0's tweedie: 21.0842
[18] valid_0's poisson: -100.447 valid_0's tweedie: 21.0155
[19] valid_0's poisson: -100.82 valid_0's tweedie: 20.9498
[20] valid_0's poisson: -101.184 valid_0's tweedie: 20.8908
[21] valid_0's poisson: -101.439 valid_0's tweedie: 20.8356
[22] valid_0's poisson: -101.736 valid_0's tweedie: 20.7827
[23] valid_0's poisson: -102.026 valid_0's tweedie: 20.7286
[24] valid_0's poisson: -102.287 valid_0's tweedie: 20.6832
[25] valid_0's poisson: -102.502 valid_0's tweedie: 20.638
[26] valid_0's poisson: -102.744 valid_0's tweedie: 20.5924
[27] valid_0's poisson: -102.973 valid_0's tweedie: 20.5477
[28] valid_0's poisson: -103.201 valid_0's tweedie: 20.5113
[29] valid_0's poisson: -103.417 valid_0's tweedie: 20.4717
[30] valid_0's poisson: -103.617 valid_0's tweedie: 20.4352
[31] valid_0's poisson: -103.803 valid_0's tweedie: 20.4014
[32] valid_0's poisson: -103.982 valid_0's tweedie: 20.3688
[33] valid_0's poisson: -104.146 valid_0's tweedie: 20.3391
[34] valid_0's poisson: -104.298 valid_0's tweedie: 20.3128
[35] valid_0's poisson: -104.454 valid_0's tweedie: 20.2847
[36] valid_0's poisson: -104.588 valid_0's tweedie: 20.2554
[37] valid_0's poisson: -104.731 valid_0's tweedie: 20.2294
[38] valid_0's poisson: -104.86 valid_0's tweedie: 20.2064
[39] valid_0's poisson: -104.985 valid_0's tweedie: 20.1839
[40] valid_0's poisson: -105.106 valid_0's tweedie: 20.1625
[41] valid_0's poisson: -105.23 valid_0's tweedie: 20.1408
[42] valid_0's poisson: -105.345 valid_0's tweedie: 20.1229
[43] valid_0's poisson: -105.45 valid_0's tweedie: 20.1024
[44] valid_0's poisson: -105.549 valid_0's tweedie: 20.0851
[45] valid_0's poisson: -105.648 valid_0's tweedie: 20.0676
[46] valid_0's poisson: -105.733 valid_0's tweedie: 20.0525
[47] valid_0's poisson: -105.823 valid_0's tweedie: 20.0356
[48] valid_0's poisson: -105.906 valid_0's tweedie: 20.0162
[49] valid_0's poisson: -105.99 valid_0's tweedie: 20.0024
[50] valid_0's poisson: -106.073 valid_0's tweedie: 19.9882
[51] valid_0's poisson: -106.136 valid_0's tweedie: 19.9766
[52] valid_0's poisson: -106.212 valid_0's tweedie: 19.9636
[53] valid_0's poisson: -106.283 valid_0's tweedie: 19.9511
[54] valid_0's poisson: -106.347 valid_0's tweedie: 19.9395
[55] valid_0's poisson: -106.413 valid_0's tweedie: 19.9283
[56] valid_0's poisson: -106.473 valid_0's tweedie: 19.9172
[57] valid_0's poisson: -106.524 valid_0's tweedie: 19.9078
[58] valid_0's poisson: -106.58 valid_0's tweedie: 19.8975
[59] valid_0's poisson: -106.647 valid_0's tweedie: 19.8874
[60] valid_0's poisson: -106.691 valid_0's tweedie: 19.8794
[61] valid_0's poisson: -106.747 valid_0's tweedie: 19.8659
[62] valid_0's poisson: -106.785 valid_0's tweedie: 19.8576
[63] valid_0's poisson: -106.831 valid_0's tweedie: 19.8495
[64] valid_0's poisson: -106.88 valid_0's tweedie: 19.8414
[65] valid_0's poisson: -106.934 valid_0's tweedie: 19.833
[66] valid_0's poisson: -106.965 valid_0's tweedie: 19.8258
[67] valid_0's poisson: -107.009 valid_0's tweedie: 19.8186
[68] valid_0's poisson: -107.067 valid_0's tweedie: 19.8103
[69] valid_0's poisson: -107.105 valid_0's tweedie: 19.8039
[70] valid_0's poisson: -107.139 valid_0's tweedie: 19.7974
[71] valid_0's poisson: -107.173 valid_0's tweedie: 19.7913
[72] valid_0's poisson: -107.213 valid_0's tweedie: 19.7847
[73] valid_0's poisson: -107.248 valid_0's tweedie: 19.7788
[74] valid_0's poisson: -107.287 valid_0's tweedie: 19.7724
[75] valid_0's poisson: -107.319 valid_0's tweedie: 19.7673
[76] valid_0's poisson: -107.34 valid_0's tweedie: 19.762
[77] valid_0's poisson: -107.376 valid_0's tweedie: 19.7565
[78] valid_0's poisson: -107.405 valid_0's tweedie: 19.7514
[79] valid_0's poisson: -107.431 valid_0's tweedie: 19.7466
[80] valid_0's poisson: -107.463 valid_0's tweedie: 19.7416
[81] valid_0's poisson: -107.484 valid_0's tweedie: 19.737
[82] valid_0's poisson: -107.506 valid_0's tweedie: 19.7316
[83] valid_0's poisson: -107.537 valid_0's tweedie: 19.7268
[84] valid_0's poisson: -107.56 valid_0's tweedie: 19.723
[85] valid_0's poisson: -107.574 valid_0's tweedie: 19.7187
[86] valid_0's poisson: -107.593 valid_0's tweedie: 19.715
[87] valid_0's poisson: -107.612 valid_0's tweedie: 19.7115
[88] valid_0's poisson: -107.623 valid_0's tweedie: 19.7076
[89] valid_0's poisson: -107.649 valid_0's tweedie: 19.7036
[90] valid_0's poisson: -107.661 valid_0's tweedie: 19.7005
[91] valid_0's poisson: -107.676 valid_0's tweedie: 19.6948
[92] valid_0's poisson: -107.706 valid_0's tweedie: 19.6906
[93] valid_0's poisson: -107.717 valid_0's tweedie: 19.6866
[94] valid_0's poisson: -107.739 valid_0's tweedie: 19.6836
[95] valid_0's poisson: -107.755 valid_0's tweedie: 19.6805
[96] valid_0's poisson: -107.786 valid_0's tweedie: 19.6765
[97] valid_0's poisson: -107.798 valid_0's tweedie: 19.6718
[98] valid_0's poisson: -107.809 valid_0's tweedie: 19.6684
[99] valid_0's poisson: -107.825 valid_0's tweedie: 19.6663
[100] valid_0's poisson: -107.841 valid_0's tweedie: 19.6634
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.7376 valid_0's tweedie: 23.1926
[2] valid_0's poisson: -90.1133 valid_0's tweedie: 22.9554
[3] valid_0's poisson: -91.3368 valid_0's tweedie: 22.7384
[4] valid_0's poisson: -92.4119 valid_0's tweedie: 22.543
[5] valid_0's poisson: -93.3737 valid_0's tweedie: 22.3664
[6] valid_0's poisson: -94.2132 valid_0's tweedie: 22.2065
[7] valid_0's poisson: -95.0113 valid_0's tweedie: 22.058
[8] valid_0's poisson: -95.7096 valid_0's tweedie: 21.9226
[9] valid_0's poisson: -96.3675 valid_0's tweedie: 21.7983
[10] valid_0's poisson: -96.9504 valid_0's tweedie: 21.6874
[11] valid_0's poisson: -97.4784 valid_0's tweedie: 21.5796
[12] valid_0's poisson: -97.9769 valid_0's tweedie: 21.4832
[13] valid_0's poisson: -98.4064 valid_0's tweedie: 21.3956
[14] valid_0's poisson: -98.849 valid_0's tweedie: 21.3126
[15] valid_0's poisson: -99.3024 valid_0's tweedie: 21.234
[16] valid_0's poisson: -99.6468 valid_0's tweedie: 21.1581
[17] valid_0's poisson: -100.061 valid_0's tweedie: 21.0902
[18] valid_0's poisson: -100.452 valid_0's tweedie: 21.0171
[19] valid_0's poisson: -100.809 valid_0's tweedie: 20.9537
[20] valid_0's poisson: -101.103 valid_0's tweedie: 20.8935
[21] valid_0's poisson: -101.419 valid_0's tweedie: 20.8384
[22] valid_0's poisson: -101.728 valid_0's tweedie: 20.7811
[23] valid_0's poisson: -102.028 valid_0's tweedie: 20.7326
[24] valid_0's poisson: -102.256 valid_0's tweedie: 20.6843
[25] valid_0's poisson: -102.514 valid_0's tweedie: 20.6357
[26] valid_0's poisson: -102.754 valid_0's tweedie: 20.5937
[27] valid_0's poisson: -102.948 valid_0's tweedie: 20.5523
[28] valid_0's poisson: -103.165 valid_0's tweedie: 20.5147
[29] valid_0's poisson: -103.375 valid_0's tweedie: 20.4758
[30] valid_0's poisson: -103.568 valid_0's tweedie: 20.4366
[31] valid_0's poisson: -103.764 valid_0's tweedie: 20.4056
[32] valid_0's poisson: -103.946 valid_0's tweedie: 20.3722
[33] valid_0's poisson: -104.088 valid_0's tweedie: 20.341
[34] valid_0's poisson: -104.249 valid_0's tweedie: 20.3116
[35] valid_0's poisson: -104.411 valid_0's tweedie: 20.282
[36] valid_0's poisson: -104.563 valid_0's tweedie: 20.2545
[37] valid_0's poisson: -104.704 valid_0's tweedie: 20.2288
[38] valid_0's poisson: -104.841 valid_0's tweedie: 20.2039
[39] valid_0's poisson: -104.968 valid_0's tweedie: 20.1806
[40] valid_0's poisson: -105.092 valid_0's tweedie: 20.1588
[41] valid_0's poisson: -105.213 valid_0's tweedie: 20.1368
[42] valid_0's poisson: -105.329 valid_0's tweedie: 20.1189
[43] valid_0's poisson: -105.437 valid_0's tweedie: 20.0989
[44] valid_0's poisson: -105.531 valid_0's tweedie: 20.0824
[45] valid_0's poisson: -105.621 valid_0's tweedie: 20.0621
[46] valid_0's poisson: -105.708 valid_0's tweedie: 20.0455
[47] valid_0's poisson: -105.804 valid_0's tweedie: 20.0285
[48] valid_0's poisson: -105.891 valid_0's tweedie: 20.014
[49] valid_0's poisson: -105.984 valid_0's tweedie: 19.9973
[50] valid_0's poisson: -106.057 valid_0's tweedie: 19.9847
[51] valid_0's poisson: -106.127 valid_0's tweedie: 19.9712
[52] valid_0's poisson: -106.193 valid_0's tweedie: 19.9556
[53] valid_0's poisson: -106.268 valid_0's tweedie: 19.9425
[54] valid_0's poisson: -106.339 valid_0's tweedie: 19.9299
[55] valid_0's poisson: -106.394 valid_0's tweedie: 19.9203
[56] valid_0's poisson: -106.455 valid_0's tweedie: 19.9087
[57] valid_0's poisson: -106.524 valid_0's tweedie: 19.8965
[58] valid_0's poisson: -106.583 valid_0's tweedie: 19.8868
[59] valid_0's poisson: -106.643 valid_0's tweedie: 19.8765
[60] valid_0's poisson: -106.701 valid_0's tweedie: 19.8666
[61] valid_0's poisson: -106.753 valid_0's tweedie: 19.8574
[62] valid_0's poisson: -106.795 valid_0's tweedie: 19.8501
[63] valid_0's poisson: -106.843 valid_0's tweedie: 19.8384
[64] valid_0's poisson: -106.882 valid_0's tweedie: 19.83
[65] valid_0's poisson: -106.926 valid_0's tweedie: 19.8226
[66] valid_0's poisson: -106.972 valid_0's tweedie: 19.8148
[67] valid_0's poisson: -107.012 valid_0's tweedie: 19.8078
[68] valid_0's poisson: -107.054 valid_0's tweedie: 19.8003
[69] valid_0's poisson: -107.095 valid_0's tweedie: 19.7938
[70] valid_0's poisson: -107.15 valid_0's tweedie: 19.786
[71] valid_0's poisson: -107.188 valid_0's tweedie: 19.7794
[72] valid_0's poisson: -107.216 valid_0's tweedie: 19.7728
[73] valid_0's poisson: -107.255 valid_0's tweedie: 19.7664
[74] valid_0's poisson: -107.294 valid_0's tweedie: 19.7602
[75] valid_0's poisson: -107.321 valid_0's tweedie: 19.755
[76] valid_0's poisson: -107.353 valid_0's tweedie: 19.7495
[77] valid_0's poisson: -107.389 valid_0's tweedie: 19.7436
[78] valid_0's poisson: -107.422 valid_0's tweedie: 19.7386
[79] valid_0's poisson: -107.442 valid_0's tweedie: 19.7338
[80] valid_0's poisson: -107.483 valid_0's tweedie: 19.7284
[81] valid_0's poisson: -107.504 valid_0's tweedie: 19.7243
[82] valid_0's poisson: -107.525 valid_0's tweedie: 19.7204
[83] valid_0's poisson: -107.557 valid_0's tweedie: 19.7154
[84] valid_0's poisson: -107.577 valid_0's tweedie: 19.7109
[85] valid_0's poisson: -107.605 valid_0's tweedie: 19.7064
[86] valid_0's poisson: -107.629 valid_0's tweedie: 19.7024
[87] valid_0's poisson: -107.648 valid_0's tweedie: 19.6985
[88] valid_0's poisson: -107.66 valid_0's tweedie: 19.6942
[89] valid_0's poisson: -107.679 valid_0's tweedie: 19.6909
[90] valid_0's poisson: -107.693 valid_0's tweedie: 19.6879
[91] valid_0's poisson: -107.719 valid_0's tweedie: 19.6839
[92] valid_0's poisson: -107.733 valid_0's tweedie: 19.6809
[93] valid_0's poisson: -107.751 valid_0's tweedie: 19.6778
[94] valid_0's poisson: -107.769 valid_0's tweedie: 19.6745
[95] valid_0's poisson: -107.799 valid_0's tweedie: 19.6705
[96] valid_0's poisson: -107.818 valid_0's tweedie: 19.6675
[97] valid_0's poisson: -107.831 valid_0's tweedie: 19.6625
[98] valid_0's poisson: -107.842 valid_0's tweedie: 19.6593
[99] valid_0's poisson: -107.863 valid_0's tweedie: 19.6561
[100] valid_0's poisson: -107.883 valid_0's tweedie: 19.6528
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.7215 valid_0's tweedie: 23.1965
[2] valid_0's poisson: -90.1178 valid_0's tweedie: 22.9561
[3] valid_0's poisson: -91.3436 valid_0's tweedie: 22.7393
[4] valid_0's poisson: -92.4297 valid_0's tweedie: 22.5444
[5] valid_0's poisson: -93.3895 valid_0's tweedie: 22.3663
[6] valid_0's poisson: -94.2449 valid_0's tweedie: 22.2057
[7] valid_0's poisson: -95.0481 valid_0's tweedie: 22.0565
[8] valid_0's poisson: -95.7597 valid_0's tweedie: 21.923
[9] valid_0's poisson: -96.4055 valid_0's tweedie: 21.7946
[10] valid_0's poisson: -96.9906 valid_0's tweedie: 21.6835
[11] valid_0's poisson: -97.5167 valid_0's tweedie: 21.5778
[12] valid_0's poisson: -98.0021 valid_0's tweedie: 21.4853
[13] valid_0's poisson: -98.4443 valid_0's tweedie: 21.3956
[14] valid_0's poisson: -98.8996 valid_0's tweedie: 21.3109
[15] valid_0's poisson: -99.3361 valid_0's tweedie: 21.2337
[16] valid_0's poisson: -99.7704 valid_0's tweedie: 21.1518
[17] valid_0's poisson: -100.166 valid_0's tweedie: 21.0832
[18] valid_0's poisson: -100.466 valid_0's tweedie: 21.0181
[19] valid_0's poisson: -100.748 valid_0's tweedie: 20.9556
[20] valid_0's poisson: -101.091 valid_0's tweedie: 20.8925
[21] valid_0's poisson: -101.435 valid_0's tweedie: 20.8369
[22] valid_0's poisson: -101.687 valid_0's tweedie: 20.7841
[23] valid_0's poisson: -101.974 valid_0's tweedie: 20.7331
[24] valid_0's poisson: -102.254 valid_0's tweedie: 20.6882
[25] valid_0's poisson: -102.469 valid_0's tweedie: 20.6425
[26] valid_0's poisson: -102.709 valid_0's tweedie: 20.597
[27] valid_0's poisson: -102.941 valid_0's tweedie: 20.5538
[28] valid_0's poisson: -103.161 valid_0's tweedie: 20.5156
[29] valid_0's poisson: -103.318 valid_0's tweedie: 20.4783
[30] valid_0's poisson: -103.521 valid_0's tweedie: 20.441
[31] valid_0's poisson: -103.714 valid_0's tweedie: 20.406
[32] valid_0's poisson: -103.895 valid_0's tweedie: 20.3731
[33] valid_0's poisson: -104.066 valid_0's tweedie: 20.3412
[34] valid_0's poisson: -104.228 valid_0's tweedie: 20.3116
[35] valid_0's poisson: -104.372 valid_0's tweedie: 20.2865
[36] valid_0's poisson: -104.527 valid_0's tweedie: 20.2589
[37] valid_0's poisson: -104.664 valid_0's tweedie: 20.2339
[38] valid_0's poisson: -104.803 valid_0's tweedie: 20.2091
[39] valid_0's poisson: -104.945 valid_0's tweedie: 20.1839
[40] valid_0's poisson: -105.07 valid_0's tweedie: 20.1635
[41] valid_0's poisson: -105.175 valid_0's tweedie: 20.1452
[42] valid_0's poisson: -105.296 valid_0's tweedie: 20.1244
[43] valid_0's poisson: -105.399 valid_0's tweedie: 20.1014
[44] valid_0's poisson: -105.503 valid_0's tweedie: 20.084
[45] valid_0's poisson: -105.605 valid_0's tweedie: 20.0661
[46] valid_0's poisson: -105.7 valid_0's tweedie: 20.0494
[47] valid_0's poisson: -105.79 valid_0's tweedie: 20.0338
[48] valid_0's poisson: -105.864 valid_0's tweedie: 20.0206
[49] valid_0's poisson: -105.949 valid_0's tweedie: 20.0047
[50] valid_0's poisson: -106.027 valid_0's tweedie: 19.9869
[51] valid_0's poisson: -106.105 valid_0's tweedie: 19.9738
[52] valid_0's poisson: -106.174 valid_0's tweedie: 19.96
[53] valid_0's poisson: -106.249 valid_0's tweedie: 19.9471
[54] valid_0's poisson: -106.326 valid_0's tweedie: 19.9349
[55] valid_0's poisson: -106.39 valid_0's tweedie: 19.9236
[56] valid_0's poisson: -106.455 valid_0's tweedie: 19.913
[57] valid_0's poisson: -106.514 valid_0's tweedie: 19.9029
[58] valid_0's poisson: -106.578 valid_0's tweedie: 19.8929
[59] valid_0's poisson: -106.626 valid_0's tweedie: 19.884
[60] valid_0's poisson: -106.67 valid_0's tweedie: 19.8743
[61] valid_0's poisson: -106.729 valid_0's tweedie: 19.8648
[62] valid_0's poisson: -106.783 valid_0's tweedie: 19.856
[63] valid_0's poisson: -106.823 valid_0's tweedie: 19.8471
[64] valid_0's poisson: -106.874 valid_0's tweedie: 19.8392
[65] valid_0's poisson: -106.929 valid_0's tweedie: 19.8311
[66] valid_0's poisson: -106.979 valid_0's tweedie: 19.8226
[67] valid_0's poisson: -107.009 valid_0's tweedie: 19.8165
[68] valid_0's poisson: -107.041 valid_0's tweedie: 19.8093
[69] valid_0's poisson: -107.084 valid_0's tweedie: 19.8023
[70] valid_0's poisson: -107.122 valid_0's tweedie: 19.7957
[71] valid_0's poisson: -107.173 valid_0's tweedie: 19.7882
[72] valid_0's poisson: -107.207 valid_0's tweedie: 19.7822
[73] valid_0's poisson: -107.243 valid_0's tweedie: 19.7764
[74] valid_0's poisson: -107.268 valid_0's tweedie: 19.7714
[75] valid_0's poisson: -107.293 valid_0's tweedie: 19.7657
[76] valid_0's poisson: -107.323 valid_0's tweedie: 19.7609
[77] valid_0's poisson: -107.349 valid_0's tweedie: 19.7564
[78] valid_0's poisson: -107.383 valid_0's tweedie: 19.7511
[79] valid_0's poisson: -107.402 valid_0's tweedie: 19.7464
[80] valid_0's poisson: -107.425 valid_0's tweedie: 19.742
[81] valid_0's poisson: -107.466 valid_0's tweedie: 19.7367
[82] valid_0's poisson: -107.479 valid_0's tweedie: 19.7323
[83] valid_0's poisson: -107.51 valid_0's tweedie: 19.7275
[84] valid_0's poisson: -107.535 valid_0's tweedie: 19.7231
[85] valid_0's poisson: -107.553 valid_0's tweedie: 19.7182
[86] valid_0's poisson: -107.576 valid_0's tweedie: 19.714
[87] valid_0's poisson: -107.606 valid_0's tweedie: 19.7092
[88] valid_0's poisson: -107.618 valid_0's tweedie: 19.7054
[89] valid_0's poisson: -107.65 valid_0's tweedie: 19.7006
[90] valid_0's poisson: -107.663 valid_0's tweedie: 19.6972
[91] valid_0's poisson: -107.694 valid_0's tweedie: 19.6931
[92] valid_0's poisson: -107.727 valid_0's tweedie: 19.6881
[93] valid_0's poisson: -107.742 valid_0's tweedie: 19.6826
[94] valid_0's poisson: -107.754 valid_0's tweedie: 19.6791
[95] valid_0's poisson: -107.773 valid_0's tweedie: 19.6757
[96] valid_0's poisson: -107.785 valid_0's tweedie: 19.6732
[97] valid_0's poisson: -107.802 valid_0's tweedie: 19.6703
[98] valid_0's poisson: -107.823 valid_0's tweedie: 19.6669
[99] valid_0's poisson: -107.835 valid_0's tweedie: 19.6623
[100] valid_0's poisson: -107.85 valid_0's tweedie: 19.6597
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.7799 valid_0's tweedie: 15.6664
[2] valid_0's poisson: -93.2212 valid_0's tweedie: 15.5349
[3] valid_0's poisson: -94.9777 valid_0's tweedie: 15.4269
[4] valid_0's poisson: -96.3501 valid_0's tweedie: 15.336
[5] valid_0's poisson: -97.4199 valid_0's tweedie: 15.2616
[6] valid_0's poisson: -98.3331 valid_0's tweedie: 15.1955
[7] valid_0's poisson: -99.0931 valid_0's tweedie: 15.1416
[8] valid_0's poisson: -99.8183 valid_0's tweedie: 15.0921
[9] valid_0's poisson: -100.432 valid_0's tweedie: 15.0502
[10] valid_0's poisson: -100.989 valid_0's tweedie: 15.0135
[11] valid_0's poisson: -101.489 valid_0's tweedie: 14.9818
[12] valid_0's poisson: -101.926 valid_0's tweedie: 14.9552
[13] valid_0's poisson: -102.356 valid_0's tweedie: 14.9277
[14] valid_0's poisson: -102.776 valid_0's tweedie: 14.9041
[15] valid_0's poisson: -103.137 valid_0's tweedie: 14.8843
[16] valid_0's poisson: -103.498 valid_0's tweedie: 14.8657
[17] valid_0's poisson: -103.821 valid_0's tweedie: 14.8498
[18] valid_0's poisson: -104.13 valid_0's tweedie: 14.8357
[19] valid_0's poisson: -104.406 valid_0's tweedie: 14.8217
[20] valid_0's poisson: -104.669 valid_0's tweedie: 14.8076
[21] valid_0's poisson: -104.905 valid_0's tweedie: 14.7961
[22] valid_0's poisson: -105.14 valid_0's tweedie: 14.7861
[23] valid_0's poisson: -105.344 valid_0's tweedie: 14.7759
[24] valid_0's poisson: -105.539 valid_0's tweedie: 14.7682
[25] valid_0's poisson: -105.738 valid_0's tweedie: 14.7589
[26] valid_0's poisson: -105.915 valid_0's tweedie: 14.7518
[27] valid_0's poisson: -106.069 valid_0's tweedie: 14.746
[28] valid_0's poisson: -106.236 valid_0's tweedie: 14.7384
[29] valid_0's poisson: -106.395 valid_0's tweedie: 14.7316
[30] valid_0's poisson: -106.532 valid_0's tweedie: 14.7264
[31] valid_0's poisson: -106.658 valid_0's tweedie: 14.7215
[32] valid_0's poisson: -106.774 valid_0's tweedie: 14.7173
[33] valid_0's poisson: -106.882 valid_0's tweedie: 14.7136
[34] valid_0's poisson: -107.01 valid_0's tweedie: 14.7086
[35] valid_0's poisson: -107.115 valid_0's tweedie: 14.7049
[36] valid_0's poisson: -107.207 valid_0's tweedie: 14.7013
[37] valid_0's poisson: -107.304 valid_0's tweedie: 14.698
[38] valid_0's poisson: -107.384 valid_0's tweedie: 14.6954
[39] valid_0's poisson: -107.452 valid_0's tweedie: 14.6927
[40] valid_0's poisson: -107.526 valid_0's tweedie: 14.6904
[41] valid_0's poisson: -107.582 valid_0's tweedie: 14.6874
[42] valid_0's poisson: -107.647 valid_0's tweedie: 14.6849
[43] valid_0's poisson: -107.709 valid_0's tweedie: 14.6829
[44] valid_0's poisson: -107.77 valid_0's tweedie: 14.6807
[45] valid_0's poisson: -107.834 valid_0's tweedie: 14.6784
[46] valid_0's poisson: -107.885 valid_0's tweedie: 14.6769
[47] valid_0's poisson: -107.939 valid_0's tweedie: 14.6749
[48] valid_0's poisson: -107.982 valid_0's tweedie: 14.6733
[49] valid_0's poisson: -108.034 valid_0's tweedie: 14.6716
[50] valid_0's poisson: -108.07 valid_0's tweedie: 14.6703
[51] valid_0's poisson: -108.108 valid_0's tweedie: 14.6689
[52] valid_0's poisson: -108.151 valid_0's tweedie: 14.6676
[53] valid_0's poisson: -108.179 valid_0's tweedie: 14.6664
[54] valid_0's poisson: -108.213 valid_0's tweedie: 14.6653
[55] valid_0's poisson: -108.24 valid_0's tweedie: 14.6642
[56] valid_0's poisson: -108.276 valid_0's tweedie: 14.6629
[57] valid_0's poisson: -108.309 valid_0's tweedie: 14.6618
[58] valid_0's poisson: -108.34 valid_0's tweedie: 14.6607
[59] valid_0's poisson: -108.36 valid_0's tweedie: 14.6598
[60] valid_0's poisson: -108.391 valid_0's tweedie: 14.6589
[61] valid_0's poisson: -108.41 valid_0's tweedie: 14.6582
[62] valid_0's poisson: -108.44 valid_0's tweedie: 14.6573
[63] valid_0's poisson: -108.454 valid_0's tweedie: 14.6568
[64] valid_0's poisson: -108.48 valid_0's tweedie: 14.6554
[65] valid_0's poisson: -108.498 valid_0's tweedie: 14.6544
[66] valid_0's poisson: -108.523 valid_0's tweedie: 14.6537
[67] valid_0's poisson: -108.532 valid_0's tweedie: 14.6532
[68] valid_0's poisson: -108.54 valid_0's tweedie: 14.6528
[69] valid_0's poisson: -108.564 valid_0's tweedie: 14.6521
[70] valid_0's poisson: -108.588 valid_0's tweedie: 14.6513
[71] valid_0's poisson: -108.602 valid_0's tweedie: 14.6506
[72] valid_0's poisson: -108.622 valid_0's tweedie: 14.65
[73] valid_0's poisson: -108.632 valid_0's tweedie: 14.6496
[74] valid_0's poisson: -108.64 valid_0's tweedie: 14.6492
[75] valid_0's poisson: -108.656 valid_0's tweedie: 14.6487
[76] valid_0's poisson: -108.674 valid_0's tweedie: 14.648
[77] valid_0's poisson: -108.683 valid_0's tweedie: 14.6477
[78] valid_0's poisson: -108.687 valid_0's tweedie: 14.6475
[79] valid_0's poisson: -108.705 valid_0's tweedie: 14.6464
[80] valid_0's poisson: -108.716 valid_0's tweedie: 14.646
[81] valid_0's poisson: -108.724 valid_0's tweedie: 14.6458
[82] valid_0's poisson: -108.732 valid_0's tweedie: 14.6454
[83] valid_0's poisson: -108.736 valid_0's tweedie: 14.6453
[84] valid_0's poisson: -108.749 valid_0's tweedie: 14.6449
[85] valid_0's poisson: -108.762 valid_0's tweedie: 14.6441
[86] valid_0's poisson: -108.768 valid_0's tweedie: 14.6437
[87] valid_0's poisson: -108.78 valid_0's tweedie: 14.6429
[88] valid_0's poisson: -108.787 valid_0's tweedie: 14.6426
[89] valid_0's poisson: -108.794 valid_0's tweedie: 14.6422
[90] valid_0's poisson: -108.796 valid_0's tweedie: 14.642
[91] valid_0's poisson: -108.803 valid_0's tweedie: 14.6419
[92] valid_0's poisson: -108.812 valid_0's tweedie: 14.6415
[93] valid_0's poisson: -108.821 valid_0's tweedie: 14.6412
[94] valid_0's poisson: -108.829 valid_0's tweedie: 14.6406
[95] valid_0's poisson: -108.842 valid_0's tweedie: 14.6398
[96] valid_0's poisson: -108.846 valid_0's tweedie: 14.6397
[97] valid_0's poisson: -108.848 valid_0's tweedie: 14.6396
[98] valid_0's poisson: -108.857 valid_0's tweedie: 14.6392
[99] valid_0's poisson: -108.864 valid_0's tweedie: 14.6388
[100] valid_0's poisson: -108.869 valid_0's tweedie: 14.6386
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.8328 valid_0's tweedie: 15.6629
[2] valid_0's poisson: -93.3163 valid_0's tweedie: 15.5286
[3] valid_0's poisson: -95.0546 valid_0's tweedie: 15.421
[4] valid_0's poisson: -96.3992 valid_0's tweedie: 15.3302
[5] valid_0's poisson: -97.4988 valid_0's tweedie: 15.2524
[6] valid_0's poisson: -98.3976 valid_0's tweedie: 15.1883
[7] valid_0's poisson: -99.1613 valid_0's tweedie: 15.1325
[8] valid_0's poisson: -99.8328 valid_0's tweedie: 15.0849
[9] valid_0's poisson: -100.469 valid_0's tweedie: 15.0423
[10] valid_0's poisson: -101.037 valid_0's tweedie: 15.0061
[11] valid_0's poisson: -101.52 valid_0's tweedie: 14.9745
[12] valid_0's poisson: -101.981 valid_0's tweedie: 14.9464
[13] valid_0's poisson: -102.426 valid_0's tweedie: 14.9195
[14] valid_0's poisson: -102.813 valid_0's tweedie: 14.8973
[15] valid_0's poisson: -103.191 valid_0's tweedie: 14.8774
[16] valid_0's poisson: -103.539 valid_0's tweedie: 14.8598
[17] valid_0's poisson: -103.877 valid_0's tweedie: 14.8433
[18] valid_0's poisson: -104.167 valid_0's tweedie: 14.8281
[19] valid_0's poisson: -104.442 valid_0's tweedie: 14.8159
[20] valid_0's poisson: -104.711 valid_0's tweedie: 14.8042
[21] valid_0's poisson: -104.964 valid_0's tweedie: 14.7914
[22] valid_0's poisson: -105.191 valid_0's tweedie: 14.7814
[23] valid_0's poisson: -105.4 valid_0's tweedie: 14.773
[24] valid_0's poisson: -105.611 valid_0's tweedie: 14.7632
[25] valid_0's poisson: -105.785 valid_0's tweedie: 14.7556
[26] valid_0's poisson: -105.958 valid_0's tweedie: 14.7476
[27] valid_0's poisson: -106.123 valid_0's tweedie: 14.7411
[28] valid_0's poisson: -106.27 valid_0's tweedie: 14.7357
[29] valid_0's poisson: -106.408 valid_0's tweedie: 14.7303
[30] valid_0's poisson: -106.546 valid_0's tweedie: 14.7255
[31] valid_0's poisson: -106.669 valid_0's tweedie: 14.7206
[32] valid_0's poisson: -106.804 valid_0's tweedie: 14.7149
[33] valid_0's poisson: -106.918 valid_0's tweedie: 14.7109
[34] valid_0's poisson: -107.019 valid_0's tweedie: 14.7069
[35] valid_0's poisson: -107.115 valid_0's tweedie: 14.7036
[36] valid_0's poisson: -107.224 valid_0's tweedie: 14.6991
[37] valid_0's poisson: -107.311 valid_0's tweedie: 14.6963
[38] valid_0's poisson: -107.394 valid_0's tweedie: 14.6936
[39] valid_0's poisson: -107.469 valid_0's tweedie: 14.6909
[40] valid_0's poisson: -107.538 valid_0's tweedie: 14.6882
[41] valid_0's poisson: -107.607 valid_0's tweedie: 14.6858
[42] valid_0's poisson: -107.666 valid_0's tweedie: 14.6833
[43] valid_0's poisson: -107.733 valid_0's tweedie: 14.681
[44] valid_0's poisson: -107.789 valid_0's tweedie: 14.6791
[45] valid_0's poisson: -107.845 valid_0's tweedie: 14.6773
[46] valid_0's poisson: -107.886 valid_0's tweedie: 14.6756
[47] valid_0's poisson: -107.952 valid_0's tweedie: 14.6731
[48] valid_0's poisson: -107.991 valid_0's tweedie: 14.6718
[49] valid_0's poisson: -108.039 valid_0's tweedie: 14.6701
[50] valid_0's poisson: -108.082 valid_0's tweedie: 14.6689
[51] valid_0's poisson: -108.121 valid_0's tweedie: 14.6675
[52] valid_0's poisson: -108.151 valid_0's tweedie: 14.6666
[53] valid_0's poisson: -108.187 valid_0's tweedie: 14.6655
[54] valid_0's poisson: -108.23 valid_0's tweedie: 14.6642
[55] valid_0's poisson: -108.263 valid_0's tweedie: 14.6632
[56] valid_0's poisson: -108.287 valid_0's tweedie: 14.6624
[57] valid_0's poisson: -108.307 valid_0's tweedie: 14.6615
[58] valid_0's poisson: -108.339 valid_0's tweedie: 14.6606
[59] valid_0's poisson: -108.359 valid_0's tweedie: 14.6598
[60] valid_0's poisson: -108.386 valid_0's tweedie: 14.6582
[61] valid_0's poisson: -108.41 valid_0's tweedie: 14.6572
[62] valid_0's poisson: -108.427 valid_0's tweedie: 14.6567
[63] valid_0's poisson: -108.441 valid_0's tweedie: 14.656
[64] valid_0's poisson: -108.453 valid_0's tweedie: 14.6551
[65] valid_0's poisson: -108.468 valid_0's tweedie: 14.6546
[66] valid_0's poisson: -108.49 valid_0's tweedie: 14.6539
[67] valid_0's poisson: -108.504 valid_0's tweedie: 14.6533
[68] valid_0's poisson: -108.524 valid_0's tweedie: 14.6527
[69] valid_0's poisson: -108.536 valid_0's tweedie: 14.652
[70] valid_0's poisson: -108.546 valid_0's tweedie: 14.6516
[71] valid_0's poisson: -108.564 valid_0's tweedie: 14.6512
[72] valid_0's poisson: -108.581 valid_0's tweedie: 14.6505
[73] valid_0's poisson: -108.593 valid_0's tweedie: 14.6501
[74] valid_0's poisson: -108.601 valid_0's tweedie: 14.6494
[75] valid_0's poisson: -108.61 valid_0's tweedie: 14.6492
[76] valid_0's poisson: -108.623 valid_0's tweedie: 14.6488
[77] valid_0's poisson: -108.63 valid_0's tweedie: 14.6484
[78] valid_0's poisson: -108.643 valid_0's tweedie: 14.6476
[79] valid_0's poisson: -108.653 valid_0's tweedie: 14.6473
[80] valid_0's poisson: -108.659 valid_0's tweedie: 14.6469
[81] valid_0's poisson: -108.678 valid_0's tweedie: 14.6465
[82] valid_0's poisson: -108.689 valid_0's tweedie: 14.6463
[83] valid_0's poisson: -108.692 valid_0's tweedie: 14.6457
[84] valid_0's poisson: -108.706 valid_0's tweedie: 14.6454
[85] valid_0's poisson: -108.715 valid_0's tweedie: 14.6451
[86] valid_0's poisson: -108.728 valid_0's tweedie: 14.6443
[87] valid_0's poisson: -108.735 valid_0's tweedie: 14.6443
[88] valid_0's poisson: -108.748 valid_0's tweedie: 14.644
[89] valid_0's poisson: -108.75 valid_0's tweedie: 14.6436
[90] valid_0's poisson: -108.754 valid_0's tweedie: 14.6435
[91] valid_0's poisson: -108.76 valid_0's tweedie: 14.6432
[92] valid_0's poisson: -108.767 valid_0's tweedie: 14.643
[93] valid_0's poisson: -108.776 valid_0's tweedie: 14.6427
[94] valid_0's poisson: -108.781 valid_0's tweedie: 14.6425
[95] valid_0's poisson: -108.787 valid_0's tweedie: 14.6425
[96] valid_0's poisson: -108.79 valid_0's tweedie: 14.6424
[97] valid_0's poisson: -108.798 valid_0's tweedie: 14.6421
[98] valid_0's poisson: -108.806 valid_0's tweedie: 14.6415
[99] valid_0's poisson: -108.808 valid_0's tweedie: 14.6412
[100] valid_0's poisson: -108.81 valid_0's tweedie: 14.6412
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.786 valid_0's tweedie: 15.6663
[2] valid_0's poisson: -93.2329 valid_0's tweedie: 15.535
[3] valid_0's poisson: -95.0026 valid_0's tweedie: 15.4265
[4] valid_0's poisson: -96.3589 valid_0's tweedie: 15.3349
[5] valid_0's poisson: -97.4545 valid_0's tweedie: 15.2583
[6] valid_0's poisson: -98.3683 valid_0's tweedie: 15.194
[7] valid_0's poisson: -99.1491 valid_0's tweedie: 15.1362
[8] valid_0's poisson: -99.863 valid_0's tweedie: 15.0877
[9] valid_0's poisson: -100.492 valid_0's tweedie: 15.0454
[10] valid_0's poisson: -101.042 valid_0's tweedie: 15.0091
[11] valid_0's poisson: -101.544 valid_0's tweedie: 14.9783
[12] valid_0's poisson: -102.005 valid_0's tweedie: 14.9516
[13] valid_0's poisson: -102.431 valid_0's tweedie: 14.9251
[14] valid_0's poisson: -102.834 valid_0's tweedie: 14.9031
[15] valid_0's poisson: -103.207 valid_0's tweedie: 14.8839
[16] valid_0's poisson: -103.568 valid_0's tweedie: 14.8658
[17] valid_0's poisson: -103.893 valid_0's tweedie: 14.8491
[18] valid_0's poisson: -104.202 valid_0's tweedie: 14.8316
[19] valid_0's poisson: -104.478 valid_0's tweedie: 14.8189
[20] valid_0's poisson: -104.728 valid_0's tweedie: 14.8057
[21] valid_0's poisson: -104.955 valid_0's tweedie: 14.7942
[22] valid_0's poisson: -105.183 valid_0's tweedie: 14.7827
[23] valid_0's poisson: -105.398 valid_0's tweedie: 14.7741
[24] valid_0's poisson: -105.597 valid_0's tweedie: 14.7649
[25] valid_0's poisson: -105.78 valid_0's tweedie: 14.7575
[26] valid_0's poisson: -105.948 valid_0's tweedie: 14.7509
[27] valid_0's poisson: -106.133 valid_0's tweedie: 14.7439
[28] valid_0's poisson: -106.282 valid_0's tweedie: 14.7376
[29] valid_0's poisson: -106.433 valid_0's tweedie: 14.7318
[30] valid_0's poisson: -106.577 valid_0's tweedie: 14.7255
[31] valid_0's poisson: -106.713 valid_0's tweedie: 14.7206
[32] valid_0's poisson: -106.829 valid_0's tweedie: 14.7167
[33] valid_0's poisson: -106.951 valid_0's tweedie: 14.7124
[34] valid_0's poisson: -107.06 valid_0's tweedie: 14.7086
[35] valid_0's poisson: -107.152 valid_0's tweedie: 14.7045
[36] valid_0's poisson: -107.248 valid_0's tweedie: 14.7009
[37] valid_0's poisson: -107.335 valid_0's tweedie: 14.6975
[38] valid_0's poisson: -107.415 valid_0's tweedie: 14.6946
[39] valid_0's poisson: -107.49 valid_0's tweedie: 14.6919
[40] valid_0's poisson: -107.569 valid_0's tweedie: 14.6892
[41] valid_0's poisson: -107.628 valid_0's tweedie: 14.6868
[42] valid_0's poisson: -107.691 valid_0's tweedie: 14.6847
[43] valid_0's poisson: -107.748 valid_0's tweedie: 14.6829
[44] valid_0's poisson: -107.8 valid_0's tweedie: 14.6805
[45] valid_0's poisson: -107.844 valid_0's tweedie: 14.6787
[46] valid_0's poisson: -107.903 valid_0's tweedie: 14.6766
[47] valid_0's poisson: -107.956 valid_0's tweedie: 14.6747
[48] valid_0's poisson: -108.005 valid_0's tweedie: 14.6729
[49] valid_0's poisson: -108.041 valid_0's tweedie: 14.6716
[50] valid_0's poisson: -108.081 valid_0's tweedie: 14.6702
[51] valid_0's poisson: -108.107 valid_0's tweedie: 14.6687
[52] valid_0's poisson: -108.147 valid_0's tweedie: 14.6672
[53] valid_0's poisson: -108.173 valid_0's tweedie: 14.6662
[54] valid_0's poisson: -108.213 valid_0's tweedie: 14.6649
[55] valid_0's poisson: -108.243 valid_0's tweedie: 14.6638
[56] valid_0's poisson: -108.265 valid_0's tweedie: 14.6629
[57] valid_0's poisson: -108.293 valid_0's tweedie: 14.662
[58] valid_0's poisson: -108.315 valid_0's tweedie: 14.6613
[59] valid_0's poisson: -108.333 valid_0's tweedie: 14.6605
[60] valid_0's poisson: -108.365 valid_0's tweedie: 14.6595
[61] valid_0's poisson: -108.384 valid_0's tweedie: 14.6587
[62] valid_0's poisson: -108.398 valid_0's tweedie: 14.6581
[63] valid_0's poisson: -108.415 valid_0's tweedie: 14.6574
[64] valid_0's poisson: -108.436 valid_0's tweedie: 14.6568
[65] valid_0's poisson: -108.45 valid_0's tweedie: 14.6562
[66] valid_0's poisson: -108.464 valid_0's tweedie: 14.6556
[67] valid_0's poisson: -108.477 valid_0's tweedie: 14.655
[68] valid_0's poisson: -108.491 valid_0's tweedie: 14.6545
[69] valid_0's poisson: -108.507 valid_0's tweedie: 14.6539
[70] valid_0's poisson: -108.533 valid_0's tweedie: 14.6532
[71] valid_0's poisson: -108.548 valid_0's tweedie: 14.6527
[72] valid_0's poisson: -108.564 valid_0's tweedie: 14.6521
[73] valid_0's poisson: -108.576 valid_0's tweedie: 14.6516
[74] valid_0's poisson: -108.594 valid_0's tweedie: 14.6511
[75] valid_0's poisson: -108.614 valid_0's tweedie: 14.65
[76] valid_0's poisson: -108.624 valid_0's tweedie: 14.6496
[77] valid_0's poisson: -108.632 valid_0's tweedie: 14.6494
[78] valid_0's poisson: -108.651 valid_0's tweedie: 14.649
[79] valid_0's poisson: -108.658 valid_0's tweedie: 14.6484
[80] valid_0's poisson: -108.67 valid_0's tweedie: 14.6478
[81] valid_0's poisson: -108.68 valid_0's tweedie: 14.6474
[82] valid_0's poisson: -108.696 valid_0's tweedie: 14.6471
[83] valid_0's poisson: -108.707 valid_0's tweedie: 14.6467
[84] valid_0's poisson: -108.714 valid_0's tweedie: 14.6464
[85] valid_0's poisson: -108.724 valid_0's tweedie: 14.6459
[86] valid_0's poisson: -108.735 valid_0's tweedie: 14.6456
[87] valid_0's poisson: -108.748 valid_0's tweedie: 14.6453
[88] valid_0's poisson: -108.757 valid_0's tweedie: 14.6449
[89] valid_0's poisson: -108.768 valid_0's tweedie: 14.6443
[90] valid_0's poisson: -108.774 valid_0's tweedie: 14.644
[91] valid_0's poisson: -108.778 valid_0's tweedie: 14.6436
[92] valid_0's poisson: -108.784 valid_0's tweedie: 14.6431
[93] valid_0's poisson: -108.788 valid_0's tweedie: 14.6427
[94] valid_0's poisson: -108.794 valid_0's tweedie: 14.6425
[95] valid_0's poisson: -108.799 valid_0's tweedie: 14.6422
[96] valid_0's poisson: -108.803 valid_0's tweedie: 14.642
[97] valid_0's poisson: -108.808 valid_0's tweedie: 14.6417
[98] valid_0's poisson: -108.814 valid_0's tweedie: 14.6414
[99] valid_0's poisson: -108.822 valid_0's tweedie: 14.6412
[100] valid_0's poisson: -108.826 valid_0's tweedie: 14.641
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.828 valid_0's tweedie: 15.6639
[2] valid_0's poisson: -93.2435 valid_0's tweedie: 15.5326
[3] valid_0's poisson: -95.0104 valid_0's tweedie: 15.4238
[4] valid_0's poisson: -96.3668 valid_0's tweedie: 15.3329
[5] valid_0's poisson: -97.4478 valid_0's tweedie: 15.257
[6] valid_0's poisson: -98.397 valid_0's tweedie: 15.1834
[7] valid_0's poisson: -99.1613 valid_0's tweedie: 15.1296
[8] valid_0's poisson: -99.8651 valid_0's tweedie: 15.0805
[9] valid_0's poisson: -100.487 valid_0's tweedie: 15.0398
[10] valid_0's poisson: -101.023 valid_0's tweedie: 15.0045
[11] valid_0's poisson: -101.54 valid_0's tweedie: 14.972
[12] valid_0's poisson: -101.994 valid_0's tweedie: 14.9438
[13] valid_0's poisson: -102.443 valid_0's tweedie: 14.9184
[14] valid_0's poisson: -102.839 valid_0's tweedie: 14.8963
[15] valid_0's poisson: -103.23 valid_0's tweedie: 14.8757
[16] valid_0's poisson: -103.577 valid_0's tweedie: 14.8579
[17] valid_0's poisson: -103.9 valid_0's tweedie: 14.8426
[18] valid_0's poisson: -104.196 valid_0's tweedie: 14.8285
[19] valid_0's poisson: -104.482 valid_0's tweedie: 14.815
[20] valid_0's poisson: -104.752 valid_0's tweedie: 14.8034
[21] valid_0's poisson: -104.994 valid_0's tweedie: 14.7924
[22] valid_0's poisson: -105.205 valid_0's tweedie: 14.782
[23] valid_0's poisson: -105.422 valid_0's tweedie: 14.7717
[24] valid_0's poisson: -105.624 valid_0's tweedie: 14.7638
[25] valid_0's poisson: -105.805 valid_0's tweedie: 14.7563
[26] valid_0's poisson: -105.979 valid_0's tweedie: 14.7497
[27] valid_0's poisson: -106.149 valid_0's tweedie: 14.7419
[28] valid_0's poisson: -106.303 valid_0's tweedie: 14.7359
[29] valid_0's poisson: -106.443 valid_0's tweedie: 14.7307
[30] valid_0's poisson: -106.58 valid_0's tweedie: 14.725
[31] valid_0's poisson: -106.715 valid_0's tweedie: 14.7204
[32] valid_0's poisson: -106.85 valid_0's tweedie: 14.7149
[33] valid_0's poisson: -106.956 valid_0's tweedie: 14.7112
[34] valid_0's poisson: -107.055 valid_0's tweedie: 14.7071
[35] valid_0's poisson: -107.152 valid_0's tweedie: 14.7038
[36] valid_0's poisson: -107.239 valid_0's tweedie: 14.7003
[37] valid_0's poisson: -107.321 valid_0's tweedie: 14.698
[38] valid_0's poisson: -107.402 valid_0's tweedie: 14.6951
[39] valid_0's poisson: -107.489 valid_0's tweedie: 14.6918
[40] valid_0's poisson: -107.553 valid_0's tweedie: 14.6894
[41] valid_0's poisson: -107.61 valid_0's tweedie: 14.6873
[42] valid_0's poisson: -107.676 valid_0's tweedie: 14.685
[43] valid_0's poisson: -107.73 valid_0's tweedie: 14.6836
[44] valid_0's poisson: -107.781 valid_0's tweedie: 14.682
[45] valid_0's poisson: -107.837 valid_0's tweedie: 14.6797
[46] valid_0's poisson: -107.908 valid_0's tweedie: 14.6771
[47] valid_0's poisson: -107.944 valid_0's tweedie: 14.6759
[48] valid_0's poisson: -107.994 valid_0's tweedie: 14.6744
[49] valid_0's poisson: -108.039 valid_0's tweedie: 14.673
[50] valid_0's poisson: -108.071 valid_0's tweedie: 14.6718
[51] valid_0's poisson: -108.102 valid_0's tweedie: 14.671
[52] valid_0's poisson: -108.129 valid_0's tweedie: 14.6701
[53] valid_0's poisson: -108.156 valid_0's tweedie: 14.6691
[54] valid_0's poisson: -108.188 valid_0's tweedie: 14.6681
[55] valid_0's poisson: -108.231 valid_0's tweedie: 14.667
[56] valid_0's poisson: -108.26 valid_0's tweedie: 14.6661
[57] valid_0's poisson: -108.288 valid_0's tweedie: 14.6652
[58] valid_0's poisson: -108.311 valid_0's tweedie: 14.6643
[59] valid_0's poisson: -108.35 valid_0's tweedie: 14.6626
[60] valid_0's poisson: -108.38 valid_0's tweedie: 14.6616
[61] valid_0's poisson: -108.397 valid_0's tweedie: 14.661
[62] valid_0's poisson: -108.414 valid_0's tweedie: 14.6602
[63] valid_0's poisson: -108.432 valid_0's tweedie: 14.6595
[64] valid_0's poisson: -108.454 valid_0's tweedie: 14.6588
[65] valid_0's poisson: -108.479 valid_0's tweedie: 14.658
[66] valid_0's poisson: -108.489 valid_0's tweedie: 14.6576
[67] valid_0's poisson: -108.505 valid_0's tweedie: 14.6571
[68] valid_0's poisson: -108.529 valid_0's tweedie: 14.6564
[69] valid_0's poisson: -108.545 valid_0's tweedie: 14.6558
[70] valid_0's poisson: -108.568 valid_0's tweedie: 14.6552
[71] valid_0's poisson: -108.581 valid_0's tweedie: 14.6547
[72] valid_0's poisson: -108.594 valid_0's tweedie: 14.6542
[73] valid_0's poisson: -108.613 valid_0's tweedie: 14.6537
[74] valid_0's poisson: -108.625 valid_0's tweedie: 14.6534
[75] valid_0's poisson: -108.636 valid_0's tweedie: 14.6529
[76] valid_0's poisson: -108.654 valid_0's tweedie: 14.6524
[77] valid_0's poisson: -108.663 valid_0's tweedie: 14.652
[78] valid_0's poisson: -108.675 valid_0's tweedie: 14.6516
[79] valid_0's poisson: -108.683 valid_0's tweedie: 14.6511
[80] valid_0's poisson: -108.691 valid_0's tweedie: 14.6507
[81] valid_0's poisson: -108.71 valid_0's tweedie: 14.6499
[82] valid_0's poisson: -108.727 valid_0's tweedie: 14.6493
[83] valid_0's poisson: -108.732 valid_0's tweedie: 14.6491
[84] valid_0's poisson: -108.74 valid_0's tweedie: 14.6489
[85] valid_0's poisson: -108.75 valid_0's tweedie: 14.6485
[86] valid_0's poisson: -108.758 valid_0's tweedie: 14.6482
[87] valid_0's poisson: -108.768 valid_0's tweedie: 14.6477
[88] valid_0's poisson: -108.771 valid_0's tweedie: 14.6473
[89] valid_0's poisson: -108.778 valid_0's tweedie: 14.647
[90] valid_0's poisson: -108.786 valid_0's tweedie: 14.6468
[91] valid_0's poisson: -108.798 valid_0's tweedie: 14.6466
[92] valid_0's poisson: -108.804 valid_0's tweedie: 14.6464
[93] valid_0's poisson: -108.813 valid_0's tweedie: 14.6462
[94] valid_0's poisson: -108.821 valid_0's tweedie: 14.6459
[95] valid_0's poisson: -108.827 valid_0's tweedie: 14.6455
[96] valid_0's poisson: -108.834 valid_0's tweedie: 14.6454
[97] valid_0's poisson: -108.842 valid_0's tweedie: 14.6452
[98] valid_0's poisson: -108.848 valid_0's tweedie: 14.645
[99] valid_0's poisson: -108.856 valid_0's tweedie: 14.6448
[100] valid_0's poisson: -108.862 valid_0's tweedie: 14.6446
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -90.8349 valid_0's tweedie: 15.6647
[2] valid_0's poisson: -93.2846 valid_0's tweedie: 15.5328
[3] valid_0's poisson: -95.0494 valid_0's tweedie: 15.4245
[4] valid_0's poisson: -96.4195 valid_0's tweedie: 15.3326
[5] valid_0's poisson: -97.4982 valid_0's tweedie: 15.2574
[6] valid_0's poisson: -98.3997 valid_0's tweedie: 15.1936
[7] valid_0's poisson: -99.2111 valid_0's tweedie: 15.1359
[8] valid_0's poisson: -99.8997 valid_0's tweedie: 15.0875
[9] valid_0's poisson: -100.521 valid_0's tweedie: 15.046
[10] valid_0's poisson: -101.067 valid_0's tweedie: 15.0086
[11] valid_0's poisson: -101.591 valid_0's tweedie: 14.9757
[12] valid_0's poisson: -102.049 valid_0's tweedie: 14.9471
[13] valid_0's poisson: -102.47 valid_0's tweedie: 14.9227
[14] valid_0's poisson: -102.877 valid_0's tweedie: 14.8995
[15] valid_0's poisson: -103.247 valid_0's tweedie: 14.8798
[16] valid_0's poisson: -103.579 valid_0's tweedie: 14.8626
[17] valid_0's poisson: -103.907 valid_0's tweedie: 14.8464
[18] valid_0's poisson: -104.208 valid_0's tweedie: 14.832
[19] valid_0's poisson: -104.487 valid_0's tweedie: 14.8175
[20] valid_0's poisson: -104.732 valid_0's tweedie: 14.8056
[21] valid_0's poisson: -104.974 valid_0's tweedie: 14.7933
[22] valid_0's poisson: -105.201 valid_0's tweedie: 14.7838
[23] valid_0's poisson: -105.423 valid_0's tweedie: 14.7735
[24] valid_0's poisson: -105.615 valid_0's tweedie: 14.7659
[25] valid_0's poisson: -105.809 valid_0's tweedie: 14.7569
[26] valid_0's poisson: -105.98 valid_0's tweedie: 14.7503
[27] valid_0's poisson: -106.148 valid_0's tweedie: 14.7439
[28] valid_0's poisson: -106.305 valid_0's tweedie: 14.7376
[29] valid_0's poisson: -106.458 valid_0's tweedie: 14.7322
[30] valid_0's poisson: -106.596 valid_0's tweedie: 14.7272
[31] valid_0's poisson: -106.722 valid_0's tweedie: 14.7228
[32] valid_0's poisson: -106.83 valid_0's tweedie: 14.7183
[33] valid_0's poisson: -106.96 valid_0's tweedie: 14.7129
[34] valid_0's poisson: -107.069 valid_0's tweedie: 14.7093
[35] valid_0's poisson: -107.167 valid_0's tweedie: 14.7054
[36] valid_0's poisson: -107.258 valid_0's tweedie: 14.7023
[37] valid_0's poisson: -107.329 valid_0's tweedie: 14.6983
[38] valid_0's poisson: -107.412 valid_0's tweedie: 14.6955
[39] valid_0's poisson: -107.482 valid_0's tweedie: 14.6933
[40] valid_0's poisson: -107.555 valid_0's tweedie: 14.6906
[41] valid_0's poisson: -107.611 valid_0's tweedie: 14.6889
[42] valid_0's poisson: -107.675 valid_0's tweedie: 14.6866
[43] valid_0's poisson: -107.733 valid_0's tweedie: 14.6845
[44] valid_0's poisson: -107.778 valid_0's tweedie: 14.6827
[45] valid_0's poisson: -107.831 valid_0's tweedie: 14.6815
[46] valid_0's poisson: -107.878 valid_0's tweedie: 14.6801
[47] valid_0's poisson: -107.938 valid_0's tweedie: 14.6782
[48] valid_0's poisson: -107.983 valid_0's tweedie: 14.6765
[49] valid_0's poisson: -108.022 valid_0's tweedie: 14.6752
[50] valid_0's poisson: -108.072 valid_0's tweedie: 14.6738
[51] valid_0's poisson: -108.1 valid_0's tweedie: 14.6729
[52] valid_0's poisson: -108.132 valid_0's tweedie: 14.6718
[53] valid_0's poisson: -108.169 valid_0's tweedie: 14.6707
[54] valid_0's poisson: -108.198 valid_0's tweedie: 14.6701
[55] valid_0's poisson: -108.238 valid_0's tweedie: 14.669
[56] valid_0's poisson: -108.274 valid_0's tweedie: 14.6677
[57] valid_0's poisson: -108.294 valid_0's tweedie: 14.6668
[58] valid_0's poisson: -108.32 valid_0's tweedie: 14.6661
[59] valid_0's poisson: -108.339 valid_0's tweedie: 14.6652
[60] valid_0's poisson: -108.361 valid_0's tweedie: 14.665
[61] valid_0's poisson: -108.39 valid_0's tweedie: 14.6639
[62] valid_0's poisson: -108.42 valid_0's tweedie: 14.6632
[63] valid_0's poisson: -108.449 valid_0's tweedie: 14.6622
[64] valid_0's poisson: -108.476 valid_0's tweedie: 14.6614
[65] valid_0's poisson: -108.49 valid_0's tweedie: 14.6608
[66] valid_0's poisson: -108.502 valid_0's tweedie: 14.6604
[67] valid_0's poisson: -108.515 valid_0's tweedie: 14.6597
[68] valid_0's poisson: -108.528 valid_0's tweedie: 14.659
[69] valid_0's poisson: -108.548 valid_0's tweedie: 14.6586
[70] valid_0's poisson: -108.566 valid_0's tweedie: 14.658
[71] valid_0's poisson: -108.582 valid_0's tweedie: 14.6577
[72] valid_0's poisson: -108.592 valid_0's tweedie: 14.6574
[73] valid_0's poisson: -108.603 valid_0's tweedie: 14.6577
[74] valid_0's poisson: -108.617 valid_0's tweedie: 14.6572
[75] valid_0's poisson: -108.633 valid_0's tweedie: 14.6566
[76] valid_0's poisson: -108.644 valid_0's tweedie: 14.6563
[77] valid_0's poisson: -108.652 valid_0's tweedie: 14.6563
[78] valid_0's poisson: -108.67 valid_0's tweedie: 14.6554
[79] valid_0's poisson: -108.677 valid_0's tweedie: 14.6548
[80] valid_0's poisson: -108.689 valid_0's tweedie: 14.654
[81] valid_0's poisson: -108.698 valid_0's tweedie: 14.6536
[82] valid_0's poisson: -108.71 valid_0's tweedie: 14.6533
[83] valid_0's poisson: -108.728 valid_0's tweedie: 14.6529
[84] valid_0's poisson: -108.733 valid_0's tweedie: 14.6528
[85] valid_0's poisson: -108.745 valid_0's tweedie: 14.6519
[86] valid_0's poisson: -108.754 valid_0's tweedie: 14.6519
[87] valid_0's poisson: -108.768 valid_0's tweedie: 14.6517
[88] valid_0's poisson: -108.782 valid_0's tweedie: 14.6514
[89] valid_0's poisson: -108.794 valid_0's tweedie: 14.6508
[90] valid_0's poisson: -108.8 valid_0's tweedie: 14.6506
[91] valid_0's poisson: -108.806 valid_0's tweedie: 14.6507
[92] valid_0's poisson: -108.82 valid_0's tweedie: 14.6504
[93] valid_0's poisson: -108.83 valid_0's tweedie: 14.6503
[94] valid_0's poisson: -108.833 valid_0's tweedie: 14.6499
[95] valid_0's poisson: -108.846 valid_0's tweedie: 14.6495
[96] valid_0's poisson: -108.855 valid_0's tweedie: 14.6494
[97] valid_0's poisson: -108.858 valid_0's tweedie: 14.6493
[98] valid_0's poisson: -108.867 valid_0's tweedie: 14.649
[99] valid_0's poisson: -108.873 valid_0's tweedie: 14.6487
[100] valid_0's poisson: -108.883 valid_0's tweedie: 14.6484
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.1202 valid_0's tweedie: 55.9884
[2] valid_0's poisson: -90.8898 valid_0's tweedie: 55.3866
[3] valid_0's poisson: -92.4703 valid_0's tweedie: 54.8489
[4] valid_0's poisson: -93.9112 valid_0's tweedie: 54.3592
[5] valid_0's poisson: -95.1972 valid_0's tweedie: 53.9203
[6] valid_0's poisson: -96.3576 valid_0's tweedie: 53.5223
[7] valid_0's poisson: -97.3822 valid_0's tweedie: 53.1682
[8] valid_0's poisson: -98.3237 valid_0's tweedie: 52.8425
[9] valid_0's poisson: -99.1727 valid_0's tweedie: 52.5466
[10] valid_0's poisson: -99.9438 valid_0's tweedie: 52.2754
[11] valid_0's poisson: -100.62 valid_0's tweedie: 52.0349
[12] valid_0's poisson: -101.27 valid_0's tweedie: 51.8053
[13] valid_0's poisson: -101.824 valid_0's tweedie: 51.6048
[14] valid_0's poisson: -102.385 valid_0's tweedie: 51.405
[15] valid_0's poisson: -102.849 valid_0's tweedie: 51.2362
[16] valid_0's poisson: -103.317 valid_0's tweedie: 51.0677
[17] valid_0's poisson: -103.695 valid_0's tweedie: 50.9274
[18] valid_0's poisson: -104.049 valid_0's tweedie: 50.7961
[19] valid_0's poisson: -104.41 valid_0's tweedie: 50.6634
[20] valid_0's poisson: -104.722 valid_0's tweedie: 50.5473
[21] valid_0's poisson: -105 valid_0's tweedie: 50.4413
[22] valid_0's poisson: -105.248 valid_0's tweedie: 50.3462
[23] valid_0's poisson: -105.506 valid_0's tweedie: 50.2479
[24] valid_0's poisson: -105.711 valid_0's tweedie: 50.1676
[25] valid_0's poisson: -105.921 valid_0's tweedie: 50.0878
[26] valid_0's poisson: -106.113 valid_0's tweedie: 50.0126
[27] valid_0's poisson: -106.279 valid_0's tweedie: 49.9489
[28] valid_0's poisson: -106.438 valid_0's tweedie: 49.8863
[29] valid_0's poisson: -106.592 valid_0's tweedie: 49.8277
[30] valid_0's poisson: -106.746 valid_0's tweedie: 49.77
[31] valid_0's poisson: -106.888 valid_0's tweedie: 49.7162
[32] valid_0's poisson: -107.009 valid_0's tweedie: 49.6696
[33] valid_0's poisson: -107.108 valid_0's tweedie: 49.6306
[34] valid_0's poisson: -107.211 valid_0's tweedie: 49.5892
[35] valid_0's poisson: -107.308 valid_0's tweedie: 49.5527
[36] valid_0's poisson: -107.388 valid_0's tweedie: 49.5213
[37] valid_0's poisson: -107.485 valid_0's tweedie: 49.4852
[38] valid_0's poisson: -107.561 valid_0's tweedie: 49.456
[39] valid_0's poisson: -107.633 valid_0's tweedie: 49.4263
[40] valid_0's poisson: -107.711 valid_0's tweedie: 49.3958
[41] valid_0's poisson: -107.767 valid_0's tweedie: 49.3731
[42] valid_0's poisson: -107.817 valid_0's tweedie: 49.3525
[43] valid_0's poisson: -107.879 valid_0's tweedie: 49.3284
[44] valid_0's poisson: -107.932 valid_0's tweedie: 49.3083
[45] valid_0's poisson: -107.977 valid_0's tweedie: 49.2909
[46] valid_0's poisson: -108.036 valid_0's tweedie: 49.2696
[47] valid_0's poisson: -108.085 valid_0's tweedie: 49.2522
[48] valid_0's poisson: -108.131 valid_0's tweedie: 49.234
[49] valid_0's poisson: -108.169 valid_0's tweedie: 49.2203
[50] valid_0's poisson: -108.203 valid_0's tweedie: 49.2066
[51] valid_0's poisson: -108.243 valid_0's tweedie: 49.1919
[52] valid_0's poisson: -108.277 valid_0's tweedie: 49.18
[53] valid_0's poisson: -108.308 valid_0's tweedie: 49.168
[54] valid_0's poisson: -108.342 valid_0's tweedie: 49.1537
[55] valid_0's poisson: -108.37 valid_0's tweedie: 49.1432
[56] valid_0's poisson: -108.392 valid_0's tweedie: 49.1345
[57] valid_0's poisson: -108.416 valid_0's tweedie: 49.122
[58] valid_0's poisson: -108.439 valid_0's tweedie: 49.1106
[59] valid_0's poisson: -108.472 valid_0's tweedie: 49.0975
[60] valid_0's poisson: -108.488 valid_0's tweedie: 49.0903
[61] valid_0's poisson: -108.507 valid_0's tweedie: 49.0833
[62] valid_0's poisson: -108.531 valid_0's tweedie: 49.0746
[63] valid_0's poisson: -108.563 valid_0's tweedie: 49.0638
[64] valid_0's poisson: -108.577 valid_0's tweedie: 49.0587
[65] valid_0's poisson: -108.593 valid_0's tweedie: 49.0524
[66] valid_0's poisson: -108.624 valid_0's tweedie: 49.0429
[67] valid_0's poisson: -108.641 valid_0's tweedie: 49.0371
[68] valid_0's poisson: -108.66 valid_0's tweedie: 49.0306
[69] valid_0's poisson: -108.688 valid_0's tweedie: 49.0196
[70] valid_0's poisson: -108.696 valid_0's tweedie: 49.0156
[71] valid_0's poisson: -108.721 valid_0's tweedie: 49.0079
[72] valid_0's poisson: -108.737 valid_0's tweedie: 49.0025
[73] valid_0's poisson: -108.748 valid_0's tweedie: 48.9985
[74] valid_0's poisson: -108.761 valid_0's tweedie: 48.9941
[75] valid_0's poisson: -108.769 valid_0's tweedie: 48.9912
[76] valid_0's poisson: -108.777 valid_0's tweedie: 48.9876
[77] valid_0's poisson: -108.79 valid_0's tweedie: 48.9833
[78] valid_0's poisson: -108.806 valid_0's tweedie: 48.9783
[79] valid_0's poisson: -108.829 valid_0's tweedie: 48.9692
[80] valid_0's poisson: -108.847 valid_0's tweedie: 48.9636
[81] valid_0's poisson: -108.852 valid_0's tweedie: 48.962
[82] valid_0's poisson: -108.861 valid_0's tweedie: 48.9588
[83] valid_0's poisson: -108.881 valid_0's tweedie: 48.953
[84] valid_0's poisson: -108.89 valid_0's tweedie: 48.9486
[85] valid_0's poisson: -108.901 valid_0's tweedie: 48.9448
[86] valid_0's poisson: -108.907 valid_0's tweedie: 48.9425
[87] valid_0's poisson: -108.915 valid_0's tweedie: 48.94
[88] valid_0's poisson: -108.925 valid_0's tweedie: 48.9368
[89] valid_0's poisson: -108.945 valid_0's tweedie: 48.9287
[90] valid_0's poisson: -108.961 valid_0's tweedie: 48.9239
[91] valid_0's poisson: -108.963 valid_0's tweedie: 48.9232
[92] valid_0's poisson: -108.97 valid_0's tweedie: 48.9207
[93] valid_0's poisson: -108.972 valid_0's tweedie: 48.9199
[94] valid_0's poisson: -108.982 valid_0's tweedie: 48.9151
[95] valid_0's poisson: -108.99 valid_0's tweedie: 48.9123
[96] valid_0's poisson: -108.998 valid_0's tweedie: 48.9099
[97] valid_0's poisson: -109.009 valid_0's tweedie: 48.9069
[98] valid_0's poisson: -109.024 valid_0's tweedie: 48.9023
[99] valid_0's poisson: -109.034 valid_0's tweedie: 48.8985
[100] valid_0's poisson: -109.041 valid_0's tweedie: 48.8962
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.1342 valid_0's tweedie: 55.9837
[2] valid_0's poisson: -90.9156 valid_0's tweedie: 55.3779
[3] valid_0's poisson: -92.5108 valid_0's tweedie: 54.8362
[4] valid_0's poisson: -93.9466 valid_0's tweedie: 54.3471
[5] valid_0's poisson: -95.226 valid_0's tweedie: 53.9103
[6] valid_0's poisson: -96.3604 valid_0's tweedie: 53.5208
[7] valid_0's poisson: -97.4278 valid_0's tweedie: 53.1544
[8] valid_0's poisson: -98.358 valid_0's tweedie: 52.8311
[9] valid_0's poisson: -99.2118 valid_0's tweedie: 52.5337
[10] valid_0's poisson: -99.9742 valid_0's tweedie: 52.2669
[11] valid_0's poisson: -100.671 valid_0's tweedie: 52.0208
[12] valid_0's poisson: -101.345 valid_0's tweedie: 51.7834
[13] valid_0's poisson: -101.904 valid_0's tweedie: 51.5829
[14] valid_0's poisson: -102.406 valid_0's tweedie: 51.3993
[15] valid_0's poisson: -102.932 valid_0's tweedie: 51.2124
[16] valid_0's poisson: -103.338 valid_0's tweedie: 51.0622
[17] valid_0's poisson: -103.773 valid_0's tweedie: 50.9046
[18] valid_0's poisson: -104.121 valid_0's tweedie: 50.7745
[19] valid_0's poisson: -104.462 valid_0's tweedie: 50.6485
[20] valid_0's poisson: -104.764 valid_0's tweedie: 50.5351
[21] valid_0's poisson: -105.029 valid_0's tweedie: 50.4322
[22] valid_0's poisson: -105.31 valid_0's tweedie: 50.3272
[23] valid_0's poisson: -105.546 valid_0's tweedie: 50.2368
[24] valid_0's poisson: -105.778 valid_0's tweedie: 50.1475
[25] valid_0's poisson: -105.97 valid_0's tweedie: 50.0727
[26] valid_0's poisson: -106.157 valid_0's tweedie: 50.001
[27] valid_0's poisson: -106.32 valid_0's tweedie: 49.9373
[28] valid_0's poisson: -106.489 valid_0's tweedie: 49.8722
[29] valid_0's poisson: -106.636 valid_0's tweedie: 49.8132
[30] valid_0's poisson: -106.762 valid_0's tweedie: 49.7634
[31] valid_0's poisson: -106.896 valid_0's tweedie: 49.712
[32] valid_0's poisson: -107.022 valid_0's tweedie: 49.6637
[33] valid_0's poisson: -107.132 valid_0's tweedie: 49.6216
[34] valid_0's poisson: -107.228 valid_0's tweedie: 49.5837
[35] valid_0's poisson: -107.326 valid_0's tweedie: 49.5469
[36] valid_0's poisson: -107.411 valid_0's tweedie: 49.5146
[37] valid_0's poisson: -107.493 valid_0's tweedie: 49.4819
[38] valid_0's poisson: -107.566 valid_0's tweedie: 49.4544
[39] valid_0's poisson: -107.633 valid_0's tweedie: 49.4253
[40] valid_0's poisson: -107.692 valid_0's tweedie: 49.401
[41] valid_0's poisson: -107.76 valid_0's tweedie: 49.3757
[42] valid_0's poisson: -107.821 valid_0's tweedie: 49.3528
[43] valid_0's poisson: -107.872 valid_0's tweedie: 49.3326
[44] valid_0's poisson: -107.931 valid_0's tweedie: 49.3091
[45] valid_0's poisson: -107.976 valid_0's tweedie: 49.2911
[46] valid_0's poisson: -108.026 valid_0's tweedie: 49.2708
[47] valid_0's poisson: -108.068 valid_0's tweedie: 49.2552
[48] valid_0's poisson: -108.116 valid_0's tweedie: 49.2381
[49] valid_0's poisson: -108.148 valid_0's tweedie: 49.2247
[50] valid_0's poisson: -108.193 valid_0's tweedie: 49.2088
[51] valid_0's poisson: -108.232 valid_0's tweedie: 49.1952
[52] valid_0's poisson: -108.268 valid_0's tweedie: 49.1826
[53] valid_0's poisson: -108.297 valid_0's tweedie: 49.1685
[54] valid_0's poisson: -108.33 valid_0's tweedie: 49.1559
[55] valid_0's poisson: -108.365 valid_0's tweedie: 49.1421
[56] valid_0's poisson: -108.396 valid_0's tweedie: 49.1306
[57] valid_0's poisson: -108.416 valid_0's tweedie: 49.1225
[58] valid_0's poisson: -108.437 valid_0's tweedie: 49.1141
[59] valid_0's poisson: -108.457 valid_0's tweedie: 49.106
[60] valid_0's poisson: -108.478 valid_0's tweedie: 49.0982
[61] valid_0's poisson: -108.511 valid_0's tweedie: 49.0873
[62] valid_0's poisson: -108.538 valid_0's tweedie: 49.0782
[63] valid_0's poisson: -108.573 valid_0's tweedie: 49.0644
[64] valid_0's poisson: -108.585 valid_0's tweedie: 49.059
[65] valid_0's poisson: -108.605 valid_0's tweedie: 49.052
[66] valid_0's poisson: -108.636 valid_0's tweedie: 49.0395
[67] valid_0's poisson: -108.65 valid_0's tweedie: 49.0343
[68] valid_0's poisson: -108.678 valid_0's tweedie: 49.0233
[69] valid_0's poisson: -108.689 valid_0's tweedie: 49.0193
[70] valid_0's poisson: -108.714 valid_0's tweedie: 49.0111
[71] valid_0's poisson: -108.727 valid_0's tweedie: 49.0066
[72] valid_0's poisson: -108.739 valid_0's tweedie: 49.0011
[73] valid_0's poisson: -108.747 valid_0's tweedie: 48.9982
[74] valid_0's poisson: -108.756 valid_0's tweedie: 48.9948
[75] valid_0's poisson: -108.763 valid_0's tweedie: 48.9921
[76] valid_0's poisson: -108.777 valid_0's tweedie: 48.9864
[77] valid_0's poisson: -108.798 valid_0's tweedie: 48.9796
[78] valid_0's poisson: -108.806 valid_0's tweedie: 48.977
[79] valid_0's poisson: -108.816 valid_0's tweedie: 48.9737
[80] valid_0's poisson: -108.824 valid_0's tweedie: 48.9711
[81] valid_0's poisson: -108.836 valid_0's tweedie: 48.9671
[82] valid_0's poisson: -108.843 valid_0's tweedie: 48.9646
[83] valid_0's poisson: -108.853 valid_0's tweedie: 48.9599
[84] valid_0's poisson: -108.869 valid_0's tweedie: 48.9547
[85] valid_0's poisson: -108.888 valid_0's tweedie: 48.9484
[86] valid_0's poisson: -108.894 valid_0's tweedie: 48.9463
[87] valid_0's poisson: -108.898 valid_0's tweedie: 48.9446
[88] valid_0's poisson: -108.904 valid_0's tweedie: 48.9425
[89] valid_0's poisson: -108.911 valid_0's tweedie: 48.9399
[90] valid_0's poisson: -108.923 valid_0's tweedie: 48.936
[91] valid_0's poisson: -108.932 valid_0's tweedie: 48.9331
[92] valid_0's poisson: -108.935 valid_0's tweedie: 48.9322
[93] valid_0's poisson: -108.946 valid_0's tweedie: 48.9285
[94] valid_0's poisson: -108.96 valid_0's tweedie: 48.9243
[95] valid_0's poisson: -108.964 valid_0's tweedie: 48.9227
[96] valid_0's poisson: -108.97 valid_0's tweedie: 48.9209
[97] valid_0's poisson: -108.978 valid_0's tweedie: 48.9181
[98] valid_0's poisson: -108.993 valid_0's tweedie: 48.9117
[99] valid_0's poisson: -109 valid_0's tweedie: 48.9094
[100] valid_0's poisson: -109.001 valid_0's tweedie: 48.9088
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.1259 valid_0's tweedie: 55.9871
[2] valid_0's poisson: -90.8931 valid_0's tweedie: 55.387
[3] valid_0's poisson: -92.4965 valid_0's tweedie: 54.8431
[4] valid_0's poisson: -93.9367 valid_0's tweedie: 54.3535
[5] valid_0's poisson: -95.2241 valid_0's tweedie: 53.9147
[6] valid_0's poisson: -96.3888 valid_0's tweedie: 53.5165
[7] valid_0's poisson: -97.4139 valid_0's tweedie: 53.1633
[8] valid_0's poisson: -98.3658 valid_0's tweedie: 52.8341
[9] valid_0's poisson: -99.2334 valid_0's tweedie: 52.5338
[10] valid_0's poisson: -99.9998 valid_0's tweedie: 52.2639
[11] valid_0's poisson: -100.674 valid_0's tweedie: 52.0245
[12] valid_0's poisson: -101.301 valid_0's tweedie: 51.8008
[13] valid_0's poisson: -101.92 valid_0's tweedie: 51.5837
[14] valid_0's poisson: -102.421 valid_0's tweedie: 51.4019
[15] valid_0's poisson: -102.941 valid_0's tweedie: 51.2164
[16] valid_0's poisson: -103.374 valid_0's tweedie: 51.0582
[17] valid_0's poisson: -103.748 valid_0's tweedie: 50.9189
[18] valid_0's poisson: -104.145 valid_0's tweedie: 50.7758
[19] valid_0's poisson: -104.458 valid_0's tweedie: 50.6581
[20] valid_0's poisson: -104.789 valid_0's tweedie: 50.5354
[21] valid_0's poisson: -105.055 valid_0's tweedie: 50.4326
[22] valid_0's poisson: -105.305 valid_0's tweedie: 50.3351
[23] valid_0's poisson: -105.561 valid_0's tweedie: 50.2364
[24] valid_0's poisson: -105.781 valid_0's tweedie: 50.1533
[25] valid_0's poisson: -105.991 valid_0's tweedie: 50.0712
[26] valid_0's poisson: -106.176 valid_0's tweedie: 50.0001
[27] valid_0's poisson: -106.353 valid_0's tweedie: 49.9306
[28] valid_0's poisson: -106.499 valid_0's tweedie: 49.8731
[29] valid_0's poisson: -106.653 valid_0's tweedie: 49.8133
[30] valid_0's poisson: -106.788 valid_0's tweedie: 49.759
[31] valid_0's poisson: -106.915 valid_0's tweedie: 49.7109
[32] valid_0's poisson: -107.03 valid_0's tweedie: 49.6649
[33] valid_0's poisson: -107.143 valid_0's tweedie: 49.6202
[34] valid_0's poisson: -107.249 valid_0's tweedie: 49.5801
[35] valid_0's poisson: -107.342 valid_0's tweedie: 49.5445
[36] valid_0's poisson: -107.419 valid_0's tweedie: 49.5118
[37] valid_0's poisson: -107.513 valid_0's tweedie: 49.4758
[38] valid_0's poisson: -107.595 valid_0's tweedie: 49.4456
[39] valid_0's poisson: -107.674 valid_0's tweedie: 49.4148
[40] valid_0's poisson: -107.742 valid_0's tweedie: 49.3889
[41] valid_0's poisson: -107.797 valid_0's tweedie: 49.3665
[42] valid_0's poisson: -107.86 valid_0's tweedie: 49.3416
[43] valid_0's poisson: -107.914 valid_0's tweedie: 49.3214
[44] valid_0's poisson: -107.965 valid_0's tweedie: 49.3016
[45] valid_0's poisson: -108.022 valid_0's tweedie: 49.2786
[46] valid_0's poisson: -108.061 valid_0's tweedie: 49.2623
[47] valid_0's poisson: -108.118 valid_0's tweedie: 49.2418
[48] valid_0's poisson: -108.166 valid_0's tweedie: 49.2252
[49] valid_0's poisson: -108.208 valid_0's tweedie: 49.2072
[50] valid_0's poisson: -108.244 valid_0's tweedie: 49.1942
[51] valid_0's poisson: -108.282 valid_0's tweedie: 49.1797
[52] valid_0's poisson: -108.311 valid_0's tweedie: 49.1681
[53] valid_0's poisson: -108.338 valid_0's tweedie: 49.1566
[54] valid_0's poisson: -108.369 valid_0's tweedie: 49.1441
[55] valid_0's poisson: -108.391 valid_0's tweedie: 49.1349
[56] valid_0's poisson: -108.421 valid_0's tweedie: 49.1238
[57] valid_0's poisson: -108.448 valid_0's tweedie: 49.1143
[58] valid_0's poisson: -108.473 valid_0's tweedie: 49.1041
[59] valid_0's poisson: -108.497 valid_0's tweedie: 49.0957
[60] valid_0's poisson: -108.513 valid_0's tweedie: 49.0887
[61] valid_0's poisson: -108.532 valid_0's tweedie: 49.0814
[62] valid_0's poisson: -108.554 valid_0's tweedie: 49.0734
[63] valid_0's poisson: -108.582 valid_0's tweedie: 49.0621
[64] valid_0's poisson: -108.609 valid_0's tweedie: 49.0536
[65] valid_0's poisson: -108.622 valid_0's tweedie: 49.0478
[66] valid_0's poisson: -108.641 valid_0's tweedie: 49.041
[67] valid_0's poisson: -108.66 valid_0's tweedie: 49.0347
[68] valid_0's poisson: -108.678 valid_0's tweedie: 49.0282
[69] valid_0's poisson: -108.694 valid_0's tweedie: 49.0229
[70] valid_0's poisson: -108.703 valid_0's tweedie: 49.0189
[71] valid_0's poisson: -108.727 valid_0's tweedie: 49.0112
[72] valid_0's poisson: -108.739 valid_0's tweedie: 49.0071
[73] valid_0's poisson: -108.747 valid_0's tweedie: 49.0037
[74] valid_0's poisson: -108.761 valid_0's tweedie: 48.9988
[75] valid_0's poisson: -108.773 valid_0's tweedie: 48.9947
[76] valid_0's poisson: -108.782 valid_0's tweedie: 48.9915
[77] valid_0's poisson: -108.789 valid_0's tweedie: 48.9881
[78] valid_0's poisson: -108.8 valid_0's tweedie: 48.9843
[79] valid_0's poisson: -108.809 valid_0's tweedie: 48.9802
[80] valid_0's poisson: -108.819 valid_0's tweedie: 48.9768
[81] valid_0's poisson: -108.84 valid_0's tweedie: 48.9702
[82] valid_0's poisson: -108.848 valid_0's tweedie: 48.9672
[83] valid_0's poisson: -108.859 valid_0's tweedie: 48.9635
[84] valid_0's poisson: -108.868 valid_0's tweedie: 48.9601
[85] valid_0's poisson: -108.882 valid_0's tweedie: 48.9553
[86] valid_0's poisson: -108.9 valid_0's tweedie: 48.9495
[87] valid_0's poisson: -108.908 valid_0's tweedie: 48.9464
[88] valid_0's poisson: -108.912 valid_0's tweedie: 48.9447
[89] valid_0's poisson: -108.921 valid_0's tweedie: 48.9416
[90] valid_0's poisson: -108.934 valid_0's tweedie: 48.9361
[91] valid_0's poisson: -108.941 valid_0's tweedie: 48.9336
[92] valid_0's poisson: -108.959 valid_0's tweedie: 48.9278
[93] valid_0's poisson: -108.967 valid_0's tweedie: 48.9252
[94] valid_0's poisson: -108.978 valid_0's tweedie: 48.9218
[95] valid_0's poisson: -108.985 valid_0's tweedie: 48.9178
[96] valid_0's poisson: -108.99 valid_0's tweedie: 48.9158
[97] valid_0's poisson: -108.995 valid_0's tweedie: 48.9142
[98] valid_0's poisson: -109.001 valid_0's tweedie: 48.9121
[99] valid_0's poisson: -109.011 valid_0's tweedie: 48.9091
[100] valid_0's poisson: -109.018 valid_0's tweedie: 48.9062
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.1411 valid_0's tweedie: 55.9811
[2] valid_0's poisson: -90.9166 valid_0's tweedie: 55.3772
[3] valid_0's poisson: -92.5133 valid_0's tweedie: 54.8342
[4] valid_0's poisson: -93.9627 valid_0's tweedie: 54.3416
[5] valid_0's poisson: -95.257 valid_0's tweedie: 53.9
[6] valid_0's poisson: -96.4311 valid_0's tweedie: 53.498
[7] valid_0's poisson: -97.4642 valid_0's tweedie: 53.1412
[8] valid_0's poisson: -98.4289 valid_0's tweedie: 52.8083
[9] valid_0's poisson: -99.2685 valid_0's tweedie: 52.5146
[10] valid_0's poisson: -100.037 valid_0's tweedie: 52.2453
[11] valid_0's poisson: -100.71 valid_0's tweedie: 52.0057
[12] valid_0's poisson: -101.397 valid_0's tweedie: 51.7655
[13] valid_0's poisson: -101.948 valid_0's tweedie: 51.5667
[14] valid_0's poisson: -102.475 valid_0's tweedie: 51.3765
[15] valid_0's poisson: -102.991 valid_0's tweedie: 51.1926
[16] valid_0's poisson: -103.415 valid_0's tweedie: 51.037
[17] valid_0's poisson: -103.805 valid_0's tweedie: 50.8938
[18] valid_0's poisson: -104.184 valid_0's tweedie: 50.7549
[19] valid_0's poisson: -104.504 valid_0's tweedie: 50.634
[20] valid_0's poisson: -104.825 valid_0's tweedie: 50.5147
[21] valid_0's poisson: -105.099 valid_0's tweedie: 50.4116
[22] valid_0's poisson: -105.368 valid_0's tweedie: 50.3085
[23] valid_0's poisson: -105.591 valid_0's tweedie: 50.2227
[24] valid_0's poisson: -105.821 valid_0's tweedie: 50.1345
[25] valid_0's poisson: -106.033 valid_0's tweedie: 50.0543
[26] valid_0's poisson: -106.212 valid_0's tweedie: 49.9835
[27] valid_0's poisson: -106.383 valid_0's tweedie: 49.9175
[28] valid_0's poisson: -106.536 valid_0's tweedie: 49.8569
[29] valid_0's poisson: -106.68 valid_0's tweedie: 49.8013
[30] valid_0's poisson: -106.823 valid_0's tweedie: 49.7451
[31] valid_0's poisson: -106.94 valid_0's tweedie: 49.6984
[32] valid_0's poisson: -107.057 valid_0's tweedie: 49.6525
[33] valid_0's poisson: -107.164 valid_0's tweedie: 49.6112
[34] valid_0's poisson: -107.262 valid_0's tweedie: 49.5726
[35] valid_0's poisson: -107.347 valid_0's tweedie: 49.5391
[36] valid_0's poisson: -107.435 valid_0's tweedie: 49.5024
[37] valid_0's poisson: -107.522 valid_0's tweedie: 49.4702
[38] valid_0's poisson: -107.602 valid_0's tweedie: 49.4383
[39] valid_0's poisson: -107.676 valid_0's tweedie: 49.4107
[40] valid_0's poisson: -107.732 valid_0's tweedie: 49.3876
[41] valid_0's poisson: -107.798 valid_0's tweedie: 49.3611
[42] valid_0's poisson: -107.855 valid_0's tweedie: 49.3392
[43] valid_0's poisson: -107.917 valid_0's tweedie: 49.3165
[44] valid_0's poisson: -107.972 valid_0's tweedie: 49.2954
[45] valid_0's poisson: -108.017 valid_0's tweedie: 49.2781
[46] valid_0's poisson: -108.066 valid_0's tweedie: 49.2592
[47] valid_0's poisson: -108.111 valid_0's tweedie: 49.2428
[48] valid_0's poisson: -108.151 valid_0's tweedie: 49.2237
[49] valid_0's poisson: -108.196 valid_0's tweedie: 49.208
[50] valid_0's poisson: -108.227 valid_0's tweedie: 49.1956
[51] valid_0's poisson: -108.273 valid_0's tweedie: 49.1789
[52] valid_0's poisson: -108.312 valid_0's tweedie: 49.1656
[53] valid_0's poisson: -108.339 valid_0's tweedie: 49.1519
[54] valid_0's poisson: -108.365 valid_0's tweedie: 49.1423
[55] valid_0's poisson: -108.39 valid_0's tweedie: 49.133
[56] valid_0's poisson: -108.414 valid_0's tweedie: 49.1213
[57] valid_0's poisson: -108.433 valid_0's tweedie: 49.1137
[58] valid_0's poisson: -108.462 valid_0's tweedie: 49.104
[59] valid_0's poisson: -108.482 valid_0's tweedie: 49.0939
[60] valid_0's poisson: -108.497 valid_0's tweedie: 49.0877
[61] valid_0's poisson: -108.534 valid_0's tweedie: 49.0736
[62] valid_0's poisson: -108.555 valid_0's tweedie: 49.0659
[63] valid_0's poisson: -108.581 valid_0's tweedie: 49.0573
[64] valid_0's poisson: -108.593 valid_0's tweedie: 49.0524
[65] valid_0's poisson: -108.617 valid_0's tweedie: 49.0426
[66] valid_0's poisson: -108.634 valid_0's tweedie: 49.0365
[67] valid_0's poisson: -108.654 valid_0's tweedie: 49.0295
[68] valid_0's poisson: -108.674 valid_0's tweedie: 49.0215
[69] valid_0's poisson: -108.691 valid_0's tweedie: 49.0159
[70] valid_0's poisson: -108.706 valid_0's tweedie: 49.0097
[71] valid_0's poisson: -108.719 valid_0's tweedie: 49.0052
[72] valid_0's poisson: -108.738 valid_0's tweedie: 48.9992
[73] valid_0's poisson: -108.748 valid_0's tweedie: 48.9952
[74] valid_0's poisson: -108.758 valid_0's tweedie: 48.9914
[75] valid_0's poisson: -108.767 valid_0's tweedie: 48.9881
[76] valid_0's poisson: -108.782 valid_0's tweedie: 48.983
[77] valid_0's poisson: -108.793 valid_0's tweedie: 48.9777
[78] valid_0's poisson: -108.806 valid_0's tweedie: 48.9732
[79] valid_0's poisson: -108.816 valid_0's tweedie: 48.9698
[80] valid_0's poisson: -108.837 valid_0's tweedie: 48.962
[81] valid_0's poisson: -108.844 valid_0's tweedie: 48.9595
[82] valid_0's poisson: -108.863 valid_0's tweedie: 48.9535
[83] valid_0's poisson: -108.869 valid_0's tweedie: 48.9513
[84] valid_0's poisson: -108.879 valid_0's tweedie: 48.9479
[85] valid_0's poisson: -108.888 valid_0's tweedie: 48.9447
[86] valid_0's poisson: -108.896 valid_0's tweedie: 48.9421
[87] valid_0's poisson: -108.909 valid_0's tweedie: 48.9379
[88] valid_0's poisson: -108.914 valid_0's tweedie: 48.9357
[89] valid_0's poisson: -108.931 valid_0's tweedie: 48.9309
[90] valid_0's poisson: -108.938 valid_0's tweedie: 48.9283
[91] valid_0's poisson: -108.944 valid_0's tweedie: 48.9249
[92] valid_0's poisson: -108.956 valid_0's tweedie: 48.9216
[93] valid_0's poisson: -108.965 valid_0's tweedie: 48.9187
[94] valid_0's poisson: -108.971 valid_0's tweedie: 48.916
[95] valid_0's poisson: -108.977 valid_0's tweedie: 48.9141
[96] valid_0's poisson: -108.985 valid_0's tweedie: 48.9106
[97] valid_0's poisson: -108.993 valid_0's tweedie: 48.9078
[98] valid_0's poisson: -108.997 valid_0's tweedie: 48.9064
[99] valid_0's poisson: -109.015 valid_0's tweedie: 48.9009
[100] valid_0's poisson: -109.021 valid_0's tweedie: 48.8988
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.1189 valid_0's tweedie: 55.99
[2] valid_0's poisson: -90.875 valid_0's tweedie: 55.394
[3] valid_0's poisson: -92.4706 valid_0's tweedie: 54.8526
[4] valid_0's poisson: -93.9021 valid_0's tweedie: 54.3665
[5] valid_0's poisson: -95.2031 valid_0's tweedie: 53.9237
[6] valid_0's poisson: -96.3703 valid_0's tweedie: 53.5243
[7] valid_0's poisson: -97.4137 valid_0's tweedie: 53.1653
[8] valid_0's poisson: -98.3498 valid_0's tweedie: 52.8417
[9] valid_0's poisson: -99.1861 valid_0's tweedie: 52.5493
[10] valid_0's poisson: -99.9725 valid_0's tweedie: 52.2748
[11] valid_0's poisson: -100.656 valid_0's tweedie: 52.0324
[12] valid_0's poisson: -101.281 valid_0's tweedie: 51.8096
[13] valid_0's poisson: -101.903 valid_0's tweedie: 51.5894
[14] valid_0's poisson: -102.42 valid_0's tweedie: 51.4034
[15] valid_0's poisson: -102.885 valid_0's tweedie: 51.2341
[16] valid_0's poisson: -103.357 valid_0's tweedie: 51.0649
[17] valid_0's poisson: -103.733 valid_0's tweedie: 50.9252
[18] valid_0's poisson: -104.131 valid_0's tweedie: 50.7796
[19] valid_0's poisson: -104.453 valid_0's tweedie: 50.6574
[20] valid_0's poisson: -104.774 valid_0's tweedie: 50.5378
[21] valid_0's poisson: -105.055 valid_0's tweedie: 50.431
[22] valid_0's poisson: -105.318 valid_0's tweedie: 50.3321
[23] valid_0's poisson: -105.554 valid_0's tweedie: 50.2409
[24] valid_0's poisson: -105.785 valid_0's tweedie: 50.1516
[25] valid_0's poisson: -105.993 valid_0's tweedie: 50.0724
[26] valid_0's poisson: -106.17 valid_0's tweedie: 50.0023
[27] valid_0's poisson: -106.344 valid_0's tweedie: 49.9332
[28] valid_0's poisson: -106.492 valid_0's tweedie: 49.8742
[29] valid_0's poisson: -106.64 valid_0's tweedie: 49.8153
[30] valid_0's poisson: -106.789 valid_0's tweedie: 49.7595
[31] valid_0's poisson: -106.907 valid_0's tweedie: 49.7122
[32] valid_0's poisson: -107.038 valid_0's tweedie: 49.663
[33] valid_0's poisson: -107.15 valid_0's tweedie: 49.6199
[34] valid_0's poisson: -107.243 valid_0's tweedie: 49.5814
[35] valid_0's poisson: -107.336 valid_0's tweedie: 49.5465
[36] valid_0's poisson: -107.431 valid_0's tweedie: 49.5102
[37] valid_0's poisson: -107.514 valid_0's tweedie: 49.4779
[38] valid_0's poisson: -107.584 valid_0's tweedie: 49.4494
[39] valid_0's poisson: -107.659 valid_0's tweedie: 49.4192
[40] valid_0's poisson: -107.721 valid_0's tweedie: 49.3945
[41] valid_0's poisson: -107.785 valid_0's tweedie: 49.3706
[42] valid_0's poisson: -107.849 valid_0's tweedie: 49.3455
[43] valid_0's poisson: -107.911 valid_0's tweedie: 49.3204
[44] valid_0's poisson: -107.959 valid_0's tweedie: 49.302
[45] valid_0's poisson: -108.008 valid_0's tweedie: 49.283
[46] valid_0's poisson: -108.058 valid_0's tweedie: 49.2636
[47] valid_0's poisson: -108.106 valid_0's tweedie: 49.2468
[48] valid_0's poisson: -108.155 valid_0's tweedie: 49.2285
[49] valid_0's poisson: -108.186 valid_0's tweedie: 49.2152
[50] valid_0's poisson: -108.225 valid_0's tweedie: 49.2015
[51] valid_0's poisson: -108.263 valid_0's tweedie: 49.1872
[52] valid_0's poisson: -108.294 valid_0's tweedie: 49.1756
[53] valid_0's poisson: -108.325 valid_0's tweedie: 49.164
[54] valid_0's poisson: -108.353 valid_0's tweedie: 49.153
[55] valid_0's poisson: -108.378 valid_0's tweedie: 49.1426
[56] valid_0's poisson: -108.402 valid_0's tweedie: 49.1335
[57] valid_0's poisson: -108.426 valid_0's tweedie: 49.1246
[58] valid_0's poisson: -108.445 valid_0's tweedie: 49.1177
[59] valid_0's poisson: -108.471 valid_0's tweedie: 49.1085
[60] valid_0's poisson: -108.488 valid_0's tweedie: 49.1013
[61] valid_0's poisson: -108.526 valid_0's tweedie: 49.0861
[62] valid_0's poisson: -108.539 valid_0's tweedie: 49.0807
[63] valid_0's poisson: -108.554 valid_0's tweedie: 49.0756
[64] valid_0's poisson: -108.586 valid_0's tweedie: 49.0624
[65] valid_0's poisson: -108.615 valid_0's tweedie: 49.0534
[66] valid_0's poisson: -108.627 valid_0's tweedie: 49.0488
[67] valid_0's poisson: -108.642 valid_0's tweedie: 49.0432
[68] valid_0's poisson: -108.67 valid_0's tweedie: 49.0323
[69] valid_0's poisson: -108.678 valid_0's tweedie: 49.0287
[70] valid_0's poisson: -108.69 valid_0's tweedie: 49.0245
[71] valid_0's poisson: -108.712 valid_0's tweedie: 49.0173
[72] valid_0's poisson: -108.736 valid_0's tweedie: 49.0074
[73] valid_0's poisson: -108.745 valid_0's tweedie: 49.0036
[74] valid_0's poisson: -108.76 valid_0's tweedie: 48.9983
[75] valid_0's poisson: -108.785 valid_0's tweedie: 48.9887
[76] valid_0's poisson: -108.794 valid_0's tweedie: 48.9838
[77] valid_0's poisson: -108.805 valid_0's tweedie: 48.9801
[78] valid_0's poisson: -108.823 valid_0's tweedie: 48.9742
[79] valid_0's poisson: -108.835 valid_0's tweedie: 48.9691
[80] valid_0's poisson: -108.851 valid_0's tweedie: 48.9627
[81] valid_0's poisson: -108.86 valid_0's tweedie: 48.9593
[82] valid_0's poisson: -108.867 valid_0's tweedie: 48.9566
[83] valid_0's poisson: -108.882 valid_0's tweedie: 48.9518
[84] valid_0's poisson: -108.903 valid_0's tweedie: 48.9439
[85] valid_0's poisson: -108.913 valid_0's tweedie: 48.9403
[86] valid_0's poisson: -108.919 valid_0's tweedie: 48.9382
[87] valid_0's poisson: -108.927 valid_0's tweedie: 48.9351
[88] valid_0's poisson: -108.941 valid_0's tweedie: 48.9293
[89] valid_0's poisson: -108.954 valid_0's tweedie: 48.9253
[90] valid_0's poisson: -108.958 valid_0's tweedie: 48.9239
[91] valid_0's poisson: -108.962 valid_0's tweedie: 48.9225
[92] valid_0's poisson: -108.972 valid_0's tweedie: 48.9191
[93] valid_0's poisson: -108.978 valid_0's tweedie: 48.9168
[94] valid_0's poisson: -108.989 valid_0's tweedie: 48.9132
[95] valid_0's poisson: -108.997 valid_0's tweedie: 48.9107
[96] valid_0's poisson: -109.009 valid_0's tweedie: 48.9052
[97] valid_0's poisson: -109.012 valid_0's tweedie: 48.904
[98] valid_0's poisson: -109.022 valid_0's tweedie: 48.9013
[99] valid_0's poisson: -109.024 valid_0's tweedie: 48.8998
[100] valid_0's poisson: -109.032 valid_0's tweedie: 48.897
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -88.3008 valid_0's tweedie: 15.7813
[2] valid_0's poisson: -89.3047 valid_0's tweedie: 15.7372
[3] valid_0's poisson: -90.2008 valid_0's tweedie: 15.6954
[4] valid_0's poisson: -91.0166 valid_0's tweedie: 15.6554
[5] valid_0's poisson: -91.7498 valid_0's tweedie: 15.6174
[6] valid_0's poisson: -92.4203 valid_0's tweedie: 15.581
[7] valid_0's poisson: -93.0288 valid_0's tweedie: 15.5465
[8] valid_0's poisson: -93.5928 valid_0's tweedie: 15.5134
[9] valid_0's poisson: -94.1168 valid_0's tweedie: 15.4816
[10] valid_0's poisson: -94.6009 valid_0's tweedie: 15.4513
[11] valid_0's poisson: -95.0487 valid_0's tweedie: 15.4224
[12] valid_0's poisson: -95.4667 valid_0's tweedie: 15.3947
[13] valid_0's poisson: -95.8577 valid_0's tweedie: 15.3683
[14] valid_0's poisson: -96.2234 valid_0's tweedie: 15.3433
[15] valid_0's poisson: -96.5647 valid_0's tweedie: 15.3195
[16] valid_0's poisson: -96.8911 valid_0's tweedie: 15.2965
[17] valid_0's poisson: -97.2022 valid_0's tweedie: 15.2744
[18] valid_0's poisson: -97.4941 valid_0's tweedie: 15.2536
[19] valid_0's poisson: -97.771 valid_0's tweedie: 15.2336
[20] valid_0's poisson: -98.033 valid_0's tweedie: 15.2143
[21] valid_0's poisson: -98.2873 valid_0's tweedie: 15.1958
[22] valid_0's poisson: -98.5247 valid_0's tweedie: 15.1784
[23] valid_0's poisson: -98.7587 valid_0's tweedie: 15.161
[24] valid_0's poisson: -98.9764 valid_0's tweedie: 15.145
[25] valid_0's poisson: -99.1904 valid_0's tweedie: 15.129
[26] valid_0's poisson: -99.3965 valid_0's tweedie: 15.114
[27] valid_0's poisson: -99.5937 valid_0's tweedie: 15.0995
[28] valid_0's poisson: -99.7844 valid_0's tweedie: 15.0857
[29] valid_0's poisson: -99.9653 valid_0's tweedie: 15.0723
[30] valid_0's poisson: -100.142 valid_0's tweedie: 15.0596
[31] valid_0's poisson: -100.314 valid_0's tweedie: 15.0474
[32] valid_0's poisson: -100.484 valid_0's tweedie: 15.0353
[33] valid_0's poisson: -100.646 valid_0's tweedie: 15.0238
[34] valid_0's poisson: -100.807 valid_0's tweedie: 15.0126
[35] valid_0's poisson: -100.958 valid_0's tweedie: 15.0023
[36] valid_0's poisson: -101.118 valid_0's tweedie: 14.9913
[37] valid_0's poisson: -101.269 valid_0's tweedie: 14.981
[38] valid_0's poisson: -101.419 valid_0's tweedie: 14.971
[39] valid_0's poisson: -101.56 valid_0's tweedie: 14.9615
[40] valid_0's poisson: -101.699 valid_0's tweedie: 14.9524
[41] valid_0's poisson: -101.834 valid_0's tweedie: 14.9435
[42] valid_0's poisson: -101.965 valid_0's tweedie: 14.9351
[43] valid_0's poisson: -102.096 valid_0's tweedie: 14.927
[44] valid_0's poisson: -102.222 valid_0's tweedie: 14.9191
[45] valid_0's poisson: -102.344 valid_0's tweedie: 14.9116
[46] valid_0's poisson: -102.463 valid_0's tweedie: 14.9042
[47] valid_0's poisson: -102.58 valid_0's tweedie: 14.8971
[48] valid_0's poisson: -102.695 valid_0's tweedie: 14.8903
[49] valid_0's poisson: -102.806 valid_0's tweedie: 14.8836
[50] valid_0's poisson: -102.916 valid_0's tweedie: 14.8773
[51] valid_0's poisson: -103.025 valid_0's tweedie: 14.8709
[52] valid_0's poisson: -103.133 valid_0's tweedie: 14.8648
[53] valid_0's poisson: -103.234 valid_0's tweedie: 14.859
[54] valid_0's poisson: -103.333 valid_0's tweedie: 14.8535
[55] valid_0's poisson: -103.434 valid_0's tweedie: 14.8478
[56] valid_0's poisson: -103.531 valid_0's tweedie: 14.8425
[57] valid_0's poisson: -103.628 valid_0's tweedie: 14.8372
[58] valid_0's poisson: -103.721 valid_0's tweedie: 14.8324
[59] valid_0's poisson: -103.811 valid_0's tweedie: 14.8275
[60] valid_0's poisson: -103.902 valid_0's tweedie: 14.8228
[61] valid_0's poisson: -103.99 valid_0's tweedie: 14.8183
[62] valid_0's poisson: -104.078 valid_0's tweedie: 14.8139
[63] valid_0's poisson: -104.163 valid_0's tweedie: 14.8096
[64] valid_0's poisson: -104.247 valid_0's tweedie: 14.8053
[65] valid_0's poisson: -104.333 valid_0's tweedie: 14.8012
[66] valid_0's poisson: -104.418 valid_0's tweedie: 14.7971
[67] valid_0's poisson: -104.5 valid_0's tweedie: 14.7932
[68] valid_0's poisson: -104.58 valid_0's tweedie: 14.7895
[69] valid_0's poisson: -104.659 valid_0's tweedie: 14.7859
[70] valid_0's poisson: -104.736 valid_0's tweedie: 14.7824
[71] valid_0's poisson: -104.81 valid_0's tweedie: 14.779
[72] valid_0's poisson: -104.887 valid_0's tweedie: 14.7755
[73] valid_0's poisson: -104.961 valid_0's tweedie: 14.7723
[74] valid_0's poisson: -105.035 valid_0's tweedie: 14.7691
[75] valid_0's poisson: -105.103 valid_0's tweedie: 14.766
[76] valid_0's poisson: -105.172 valid_0's tweedie: 14.7629
[77] valid_0's poisson: -105.239 valid_0's tweedie: 14.7599
[78] valid_0's poisson: -105.306 valid_0's tweedie: 14.7571
[79] valid_0's poisson: -105.371 valid_0's tweedie: 14.7542
[80] valid_0's poisson: -105.435 valid_0's tweedie: 14.7514
[81] valid_0's poisson: -105.5 valid_0's tweedie: 14.7487
[82] valid_0's poisson: -105.563 valid_0's tweedie: 14.746
[83] valid_0's poisson: -105.625 valid_0's tweedie: 14.7435
[84] valid_0's poisson: -105.688 valid_0's tweedie: 14.7409
[85] valid_0's poisson: -105.745 valid_0's tweedie: 14.7388
[86] valid_0's poisson: -105.805 valid_0's tweedie: 14.7364
[87] valid_0's poisson: -105.862 valid_0's tweedie: 14.7341
[88] valid_0's poisson: -105.919 valid_0's tweedie: 14.7317
[89] valid_0's poisson: -105.974 valid_0's tweedie: 14.7296
[90] valid_0's poisson: -106.027 valid_0's tweedie: 14.7274
[91] valid_0's poisson: -106.081 valid_0's tweedie: 14.7252
[92] valid_0's poisson: -106.134 valid_0's tweedie: 14.723
[93] valid_0's poisson: -106.184 valid_0's tweedie: 14.7211
[94] valid_0's poisson: -106.235 valid_0's tweedie: 14.7192
[95] valid_0's poisson: -106.285 valid_0's tweedie: 14.7173
[96] valid_0's poisson: -106.334 valid_0's tweedie: 14.7156
[97] valid_0's poisson: -106.38 valid_0's tweedie: 14.7138
[98] valid_0's poisson: -106.427 valid_0's tweedie: 14.712
[99] valid_0's poisson: -106.473 valid_0's tweedie: 14.7103
[100] valid_0's poisson: -106.52 valid_0's tweedie: 14.7087
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -88.288 valid_0's tweedie: 15.7818
[2] valid_0's poisson: -89.3005 valid_0's tweedie: 15.7374
[3] valid_0's poisson: -90.2021 valid_0's tweedie: 15.6954
[4] valid_0's poisson: -91.0188 valid_0's tweedie: 15.6552
[5] valid_0's poisson: -91.7594 valid_0's tweedie: 15.6168
[6] valid_0's poisson: -92.4326 valid_0's tweedie: 15.5801
[7] valid_0's poisson: -93.0457 valid_0's tweedie: 15.5452
[8] valid_0's poisson: -93.6146 valid_0's tweedie: 15.5118
[9] valid_0's poisson: -94.1356 valid_0's tweedie: 15.4801
[10] valid_0's poisson: -94.6149 valid_0's tweedie: 15.4498
[11] valid_0's poisson: -95.0625 valid_0's tweedie: 15.4208
[12] valid_0's poisson: -95.4818 valid_0's tweedie: 15.3932
[13] valid_0's poisson: -95.8728 valid_0's tweedie: 15.3668
[14] valid_0's poisson: -96.2325 valid_0's tweedie: 15.3418
[15] valid_0's poisson: -96.5723 valid_0's tweedie: 15.318
[16] valid_0's poisson: -96.8988 valid_0's tweedie: 15.2948
[17] valid_0's poisson: -97.2044 valid_0's tweedie: 15.2727
[18] valid_0's poisson: -97.4924 valid_0's tweedie: 15.2518
[19] valid_0's poisson: -97.7699 valid_0's tweedie: 15.2316
[20] valid_0's poisson: -98.0348 valid_0's tweedie: 15.2122
[21] valid_0's poisson: -98.2873 valid_0's tweedie: 15.1939
[22] valid_0's poisson: -98.5333 valid_0's tweedie: 15.176
[23] valid_0's poisson: -98.7661 valid_0's tweedie: 15.1588
[24] valid_0's poisson: -98.9902 valid_0's tweedie: 15.1421
[25] valid_0's poisson: -99.2037 valid_0's tweedie: 15.1263
[26] valid_0's poisson: -99.4073 valid_0's tweedie: 15.1117
[27] valid_0's poisson: -99.6063 valid_0's tweedie: 15.0971
[28] valid_0's poisson: -99.7992 valid_0's tweedie: 15.0832
[29] valid_0's poisson: -99.9834 valid_0's tweedie: 15.0698
[30] valid_0's poisson: -100.162 valid_0's tweedie: 15.0568
[31] valid_0's poisson: -100.333 valid_0's tweedie: 15.0447
[32] valid_0's poisson: -100.504 valid_0's tweedie: 15.0327
[33] valid_0's poisson: -100.669 valid_0's tweedie: 15.0214
[34] valid_0's poisson: -100.829 valid_0's tweedie: 15.0104
[35] valid_0's poisson: -100.982 valid_0's tweedie: 14.9998
[36] valid_0's poisson: -101.135 valid_0's tweedie: 14.9894
[37] valid_0's poisson: -101.279 valid_0's tweedie: 14.9798
[38] valid_0's poisson: -101.418 valid_0's tweedie: 14.9702
[39] valid_0's poisson: -101.558 valid_0's tweedie: 14.9613
[40] valid_0's poisson: -101.698 valid_0's tweedie: 14.9521
[41] valid_0's poisson: -101.836 valid_0's tweedie: 14.9433
[42] valid_0's poisson: -101.968 valid_0's tweedie: 14.9346
[43] valid_0's poisson: -102.098 valid_0's tweedie: 14.9264
[44] valid_0's poisson: -102.224 valid_0's tweedie: 14.9185
[45] valid_0's poisson: -102.349 valid_0's tweedie: 14.9108
[46] valid_0's poisson: -102.47 valid_0's tweedie: 14.9033
[47] valid_0's poisson: -102.587 valid_0's tweedie: 14.8962
[48] valid_0's poisson: -102.703 valid_0's tweedie: 14.8892
[49] valid_0's poisson: -102.816 valid_0's tweedie: 14.8826
[50] valid_0's poisson: -102.927 valid_0's tweedie: 14.876
[51] valid_0's poisson: -103.034 valid_0's tweedie: 14.8698
[52] valid_0's poisson: -103.14 valid_0's tweedie: 14.8638
[53] valid_0's poisson: -103.244 valid_0's tweedie: 14.858
[54] valid_0's poisson: -103.347 valid_0's tweedie: 14.8523
[55] valid_0's poisson: -103.449 valid_0's tweedie: 14.8467
[56] valid_0's poisson: -103.546 valid_0's tweedie: 14.8414
[57] valid_0's poisson: -103.641 valid_0's tweedie: 14.8363
[58] valid_0's poisson: -103.738 valid_0's tweedie: 14.8312
[59] valid_0's poisson: -103.832 valid_0's tweedie: 14.8261
[60] valid_0's poisson: -103.924 valid_0's tweedie: 14.8214
[61] valid_0's poisson: -104.015 valid_0's tweedie: 14.8167
[62] valid_0's poisson: -104.104 valid_0's tweedie: 14.8122
[63] valid_0's poisson: -104.191 valid_0's tweedie: 14.8079
[64] valid_0's poisson: -104.277 valid_0's tweedie: 14.8036
[65] valid_0's poisson: -104.36 valid_0's tweedie: 14.7996
[66] valid_0's poisson: -104.442 valid_0's tweedie: 14.7956
[67] valid_0's poisson: -104.522 valid_0's tweedie: 14.7917
[68] valid_0's poisson: -104.601 valid_0's tweedie: 14.7881
[69] valid_0's poisson: -104.679 valid_0's tweedie: 14.7845
[70] valid_0's poisson: -104.756 valid_0's tweedie: 14.7808
[71] valid_0's poisson: -104.834 valid_0's tweedie: 14.7773
[72] valid_0's poisson: -104.907 valid_0's tweedie: 14.774
[73] valid_0's poisson: -104.981 valid_0's tweedie: 14.7708
[74] valid_0's poisson: -105.054 valid_0's tweedie: 14.7676
[75] valid_0's poisson: -105.124 valid_0's tweedie: 14.7645
[76] valid_0's poisson: -105.194 valid_0's tweedie: 14.7616
[77] valid_0's poisson: -105.263 valid_0's tweedie: 14.7585
[78] valid_0's poisson: -105.329 valid_0's tweedie: 14.7558
[79] valid_0's poisson: -105.394 valid_0's tweedie: 14.7531
[80] valid_0's poisson: -105.458 valid_0's tweedie: 14.7505
[81] valid_0's poisson: -105.52 valid_0's tweedie: 14.748
[82] valid_0's poisson: -105.581 valid_0's tweedie: 14.7454
[83] valid_0's poisson: -105.642 valid_0's tweedie: 14.7428
[84] valid_0's poisson: -105.701 valid_0's tweedie: 14.7404
[85] valid_0's poisson: -105.761 valid_0's tweedie: 14.7381
[86] valid_0's poisson: -105.819 valid_0's tweedie: 14.7357
[87] valid_0's poisson: -105.875 valid_0's tweedie: 14.7336
[88] valid_0's poisson: -105.931 valid_0's tweedie: 14.7316
[89] valid_0's poisson: -105.987 valid_0's tweedie: 14.7295
[90] valid_0's poisson: -106.038 valid_0's tweedie: 14.7274
[91] valid_0's poisson: -106.091 valid_0's tweedie: 14.7255
[92] valid_0's poisson: -106.145 valid_0's tweedie: 14.7235
[93] valid_0's poisson: -106.195 valid_0's tweedie: 14.7216
[94] valid_0's poisson: -106.246 valid_0's tweedie: 14.7198
[95] valid_0's poisson: -106.291 valid_0's tweedie: 14.718
[96] valid_0's poisson: -106.34 valid_0's tweedie: 14.7159
[97] valid_0's poisson: -106.388 valid_0's tweedie: 14.7141
[98] valid_0's poisson: -106.434 valid_0's tweedie: 14.7123
[99] valid_0's poisson: -106.478 valid_0's tweedie: 14.7108
[100] valid_0's poisson: -106.525 valid_0's tweedie: 14.7091
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -88.3009 valid_0's tweedie: 15.7814
[2] valid_0's poisson: -89.312 valid_0's tweedie: 15.737
[3] valid_0's poisson: -90.2178 valid_0's tweedie: 15.6948
[4] valid_0's poisson: -91.0389 valid_0's tweedie: 15.6543
[5] valid_0's poisson: -91.7776 valid_0's tweedie: 15.616
[6] valid_0's poisson: -92.4428 valid_0's tweedie: 15.5799
[7] valid_0's poisson: -93.0624 valid_0's tweedie: 15.5448
[8] valid_0's poisson: -93.6255 valid_0's tweedie: 15.5116
[9] valid_0's poisson: -94.1522 valid_0's tweedie: 15.4796
[10] valid_0's poisson: -94.6373 valid_0's tweedie: 15.449
[11] valid_0's poisson: -95.0842 valid_0's tweedie: 15.4201
[12] valid_0's poisson: -95.5035 valid_0's tweedie: 15.3922
[13] valid_0's poisson: -95.8929 valid_0's tweedie: 15.3658
[14] valid_0's poisson: -96.2559 valid_0's tweedie: 15.3406
[15] valid_0's poisson: -96.5986 valid_0's tweedie: 15.3165
[16] valid_0's poisson: -96.9265 valid_0's tweedie: 15.2932
[17] valid_0's poisson: -97.2326 valid_0's tweedie: 15.2709
[18] valid_0's poisson: -97.5231 valid_0's tweedie: 15.2497
[19] valid_0's poisson: -97.7971 valid_0's tweedie: 15.2297
[20] valid_0's poisson: -98.0568 valid_0's tweedie: 15.2106
[21] valid_0's poisson: -98.3063 valid_0's tweedie: 15.1924
[22] valid_0's poisson: -98.5472 valid_0's tweedie: 15.1745
[23] valid_0's poisson: -98.7786 valid_0's tweedie: 15.1578
[24] valid_0's poisson: -99.003 valid_0's tweedie: 15.1413
[25] valid_0's poisson: -99.2178 valid_0's tweedie: 15.1253
[26] valid_0's poisson: -99.4271 valid_0's tweedie: 15.1102
[27] valid_0's poisson: -99.6296 valid_0's tweedie: 15.0953
[28] valid_0's poisson: -99.8194 valid_0's tweedie: 15.0815
[29] valid_0's poisson: -100.006 valid_0's tweedie: 15.068
[30] valid_0's poisson: -100.189 valid_0's tweedie: 15.0548
[31] valid_0's poisson: -100.362 valid_0's tweedie: 15.0424
[32] valid_0's poisson: -100.528 valid_0's tweedie: 15.0308
[33] valid_0's poisson: -100.688 valid_0's tweedie: 15.0193
[34] valid_0's poisson: -100.846 valid_0's tweedie: 15.0083
[35] valid_0's poisson: -101 valid_0's tweedie: 14.9975
[36] valid_0's poisson: -101.15 valid_0's tweedie: 14.9872
[37] valid_0's poisson: -101.301 valid_0's tweedie: 14.9769
[38] valid_0's poisson: -101.448 valid_0's tweedie: 14.967
[39] valid_0's poisson: -101.591 valid_0's tweedie: 14.9575
[40] valid_0's poisson: -101.731 valid_0's tweedie: 14.9482
[41] valid_0's poisson: -101.866 valid_0's tweedie: 14.9394
[42] valid_0's poisson: -101.998 valid_0's tweedie: 14.9309
[43] valid_0's poisson: -102.128 valid_0's tweedie: 14.9227
[44] valid_0's poisson: -102.254 valid_0's tweedie: 14.9146
[45] valid_0's poisson: -102.378 valid_0's tweedie: 14.907
[46] valid_0's poisson: -102.5 valid_0's tweedie: 14.8996
[47] valid_0's poisson: -102.615 valid_0's tweedie: 14.8924
[48] valid_0's poisson: -102.73 valid_0's tweedie: 14.8855
[49] valid_0's poisson: -102.843 valid_0's tweedie: 14.8789
[50] valid_0's poisson: -102.954 valid_0's tweedie: 14.8722
[51] valid_0's poisson: -103.062 valid_0's tweedie: 14.8661
[52] valid_0's poisson: -103.168 valid_0's tweedie: 14.86
[53] valid_0's poisson: -103.274 valid_0's tweedie: 14.8541
[54] valid_0's poisson: -103.375 valid_0's tweedie: 14.8485
[55] valid_0's poisson: -103.474 valid_0's tweedie: 14.8431
[56] valid_0's poisson: -103.571 valid_0's tweedie: 14.8377
[57] valid_0's poisson: -103.667 valid_0's tweedie: 14.8326
[58] valid_0's poisson: -103.762 valid_0's tweedie: 14.8277
[59] valid_0's poisson: -103.854 valid_0's tweedie: 14.8229
[60] valid_0's poisson: -103.948 valid_0's tweedie: 14.8182
[61] valid_0's poisson: -104.032 valid_0's tweedie: 14.8136
[62] valid_0's poisson: -104.122 valid_0's tweedie: 14.809
[63] valid_0's poisson: -104.21 valid_0's tweedie: 14.8047
[64] valid_0's poisson: -104.297 valid_0's tweedie: 14.8004
[65] valid_0's poisson: -104.383 valid_0's tweedie: 14.7962
[66] valid_0's poisson: -104.466 valid_0's tweedie: 14.7922
[67] valid_0's poisson: -104.545 valid_0's tweedie: 14.7883
[68] valid_0's poisson: -104.622 valid_0's tweedie: 14.7846
[69] valid_0's poisson: -104.702 valid_0's tweedie: 14.781
[70] valid_0's poisson: -104.777 valid_0's tweedie: 14.7775
[71] valid_0's poisson: -104.851 valid_0's tweedie: 14.7741
[72] valid_0's poisson: -104.925 valid_0's tweedie: 14.7708
[73] valid_0's poisson: -104.999 valid_0's tweedie: 14.7675
[74] valid_0's poisson: -105.071 valid_0's tweedie: 14.7644
[75] valid_0's poisson: -105.142 valid_0's tweedie: 14.7613
[76] valid_0's poisson: -105.212 valid_0's tweedie: 14.7582
[77] valid_0's poisson: -105.279 valid_0's tweedie: 14.7553
[78] valid_0's poisson: -105.347 valid_0's tweedie: 14.7525
[79] valid_0's poisson: -105.414 valid_0's tweedie: 14.7496
[80] valid_0's poisson: -105.478 valid_0's tweedie: 14.7469
[81] valid_0's poisson: -105.542 valid_0's tweedie: 14.7444
[82] valid_0's poisson: -105.605 valid_0's tweedie: 14.7417
[83] valid_0's poisson: -105.668 valid_0's tweedie: 14.7392
[84] valid_0's poisson: -105.728 valid_0's tweedie: 14.7367
[85] valid_0's poisson: -105.787 valid_0's tweedie: 14.7344
[86] valid_0's poisson: -105.845 valid_0's tweedie: 14.7321
[87] valid_0's poisson: -105.902 valid_0's tweedie: 14.7299
[88] valid_0's poisson: -105.958 valid_0's tweedie: 14.7276
[89] valid_0's poisson: -106.014 valid_0's tweedie: 14.7254
[90] valid_0's poisson: -106.069 valid_0's tweedie: 14.7233
[91] valid_0's poisson: -106.121 valid_0's tweedie: 14.7212
[92] valid_0's poisson: -106.173 valid_0's tweedie: 14.7192
[93] valid_0's poisson: -106.224 valid_0's tweedie: 14.7173
[94] valid_0's poisson: -106.274 valid_0's tweedie: 14.7155
[95] valid_0's poisson: -106.322 valid_0's tweedie: 14.7135
[96] valid_0's poisson: -106.37 valid_0's tweedie: 14.7116
[97] valid_0's poisson: -106.417 valid_0's tweedie: 14.7098
[98] valid_0's poisson: -106.465 valid_0's tweedie: 14.7081
[99] valid_0's poisson: -106.511 valid_0's tweedie: 14.7064
[100] valid_0's poisson: -106.555 valid_0's tweedie: 14.7048
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -88.302 valid_0's tweedie: 15.7812
[2] valid_0's poisson: -89.3082 valid_0's tweedie: 15.7369
[3] valid_0's poisson: -90.2093 valid_0's tweedie: 15.6949
[4] valid_0's poisson: -91.0234 valid_0's tweedie: 15.6548
[5] valid_0's poisson: -91.7586 valid_0's tweedie: 15.6167
[6] valid_0's poisson: -92.425 valid_0's tweedie: 15.5805
[7] valid_0's poisson: -93.0398 valid_0's tweedie: 15.5457
[8] valid_0's poisson: -93.5934 valid_0's tweedie: 15.5131
[9] valid_0's poisson: -94.109 valid_0's tweedie: 15.4817
[10] valid_0's poisson: -94.5958 valid_0's tweedie: 15.4509
[11] valid_0's poisson: -95.0425 valid_0's tweedie: 15.4217
[12] valid_0's poisson: -95.4594 valid_0's tweedie: 15.3941
[13] valid_0's poisson: -95.85 valid_0's tweedie: 15.3675
[14] valid_0's poisson: -96.2142 valid_0's tweedie: 15.3421
[15] valid_0's poisson: -96.5577 valid_0's tweedie: 15.318
[16] valid_0's poisson: -96.8802 valid_0's tweedie: 15.2947
[17] valid_0's poisson: -97.1865 valid_0's tweedie: 15.2724
[18] valid_0's poisson: -97.4761 valid_0's tweedie: 15.2511
[19] valid_0's poisson: -97.7494 valid_0's tweedie: 15.2307
[20] valid_0's poisson: -98.0094 valid_0's tweedie: 15.2112
[21] valid_0's poisson: -98.2602 valid_0's tweedie: 15.1927
[22] valid_0's poisson: -98.5016 valid_0's tweedie: 15.1746
[23] valid_0's poisson: -98.7336 valid_0's tweedie: 15.1573
[24] valid_0's poisson: -98.9525 valid_0's tweedie: 15.1411
[25] valid_0's poisson: -99.1648 valid_0's tweedie: 15.1256
[26] valid_0's poisson: -99.3737 valid_0's tweedie: 15.1102
[27] valid_0's poisson: -99.5732 valid_0's tweedie: 15.0956
[28] valid_0's poisson: -99.7655 valid_0's tweedie: 15.0815
[29] valid_0's poisson: -99.954 valid_0's tweedie: 15.0681
[30] valid_0's poisson: -100.135 valid_0's tweedie: 15.0554
[31] valid_0's poisson: -100.309 valid_0's tweedie: 15.0427
[32] valid_0's poisson: -100.48 valid_0's tweedie: 15.0308
[33] valid_0's poisson: -100.645 valid_0's tweedie: 15.0192
[34] valid_0's poisson: -100.803 valid_0's tweedie: 15.0082
[35] valid_0's poisson: -100.961 valid_0's tweedie: 14.9974
[36] valid_0's poisson: -101.11 valid_0's tweedie: 14.9871
[37] valid_0's poisson: -101.263 valid_0's tweedie: 14.9767
[38] valid_0's poisson: -101.41 valid_0's tweedie: 14.9668
[39] valid_0's poisson: -101.554 valid_0's tweedie: 14.9573
[40] valid_0's poisson: -101.694 valid_0's tweedie: 14.9481
[41] valid_0's poisson: -101.83 valid_0's tweedie: 14.9394
[42] valid_0's poisson: -101.961 valid_0's tweedie: 14.931
[43] valid_0's poisson: -102.089 valid_0's tweedie: 14.9228
[44] valid_0's poisson: -102.215 valid_0's tweedie: 14.9149
[45] valid_0's poisson: -102.339 valid_0's tweedie: 14.9071
[46] valid_0's poisson: -102.463 valid_0's tweedie: 14.8997
[47] valid_0's poisson: -102.581 valid_0's tweedie: 14.8926
[48] valid_0's poisson: -102.693 valid_0's tweedie: 14.8859
[49] valid_0's poisson: -102.808 valid_0's tweedie: 14.8792
[50] valid_0's poisson: -102.918 valid_0's tweedie: 14.8727
[51] valid_0's poisson: -103.027 valid_0's tweedie: 14.8665
[52] valid_0's poisson: -103.133 valid_0's tweedie: 14.8605
[53] valid_0's poisson: -103.237 valid_0's tweedie: 14.8544
[54] valid_0's poisson: -103.345 valid_0's tweedie: 14.8484
[55] valid_0's poisson: -103.447 valid_0's tweedie: 14.8429
[56] valid_0's poisson: -103.544 valid_0's tweedie: 14.8376
[57] valid_0's poisson: -103.642 valid_0's tweedie: 14.8324
[58] valid_0's poisson: -103.738 valid_0's tweedie: 14.8273
[59] valid_0's poisson: -103.835 valid_0's tweedie: 14.8224
[60] valid_0's poisson: -103.923 valid_0's tweedie: 14.8176
[61] valid_0's poisson: -104.015 valid_0's tweedie: 14.813
[62] valid_0's poisson: -104.106 valid_0's tweedie: 14.8085
[63] valid_0's poisson: -104.194 valid_0's tweedie: 14.8042
[64] valid_0's poisson: -104.282 valid_0's tweedie: 14.7999
[65] valid_0's poisson: -104.368 valid_0's tweedie: 14.7957
[66] valid_0's poisson: -104.452 valid_0's tweedie: 14.7918
[67] valid_0's poisson: -104.534 valid_0's tweedie: 14.7878
[68] valid_0's poisson: -104.615 valid_0's tweedie: 14.784
[69] valid_0's poisson: -104.692 valid_0's tweedie: 14.7804
[70] valid_0's poisson: -104.771 valid_0's tweedie: 14.7767
[71] valid_0's poisson: -104.846 valid_0's tweedie: 14.7733
[72] valid_0's poisson: -104.921 valid_0's tweedie: 14.7699
[73] valid_0's poisson: -104.992 valid_0's tweedie: 14.7668
[74] valid_0's poisson: -105.066 valid_0's tweedie: 14.7636
[75] valid_0's poisson: -105.136 valid_0's tweedie: 14.7603
[76] valid_0's poisson: -105.205 valid_0's tweedie: 14.7574
[77] valid_0's poisson: -105.274 valid_0's tweedie: 14.7544
[78] valid_0's poisson: -105.34 valid_0's tweedie: 14.7515
[79] valid_0's poisson: -105.407 valid_0's tweedie: 14.7487
[80] valid_0's poisson: -105.471 valid_0's tweedie: 14.7461
[81] valid_0's poisson: -105.533 valid_0's tweedie: 14.7435
[82] valid_0's poisson: -105.595 valid_0's tweedie: 14.741
[83] valid_0's poisson: -105.656 valid_0's tweedie: 14.7386
[84] valid_0's poisson: -105.717 valid_0's tweedie: 14.7361
[85] valid_0's poisson: -105.775 valid_0's tweedie: 14.7337
[86] valid_0's poisson: -105.833 valid_0's tweedie: 14.7313
[87] valid_0's poisson: -105.891 valid_0's tweedie: 14.7291
[88] valid_0's poisson: -105.947 valid_0's tweedie: 14.7269
[89] valid_0's poisson: -106.002 valid_0's tweedie: 14.7247
[90] valid_0's poisson: -106.055 valid_0's tweedie: 14.7227
[91] valid_0's poisson: -106.108 valid_0's tweedie: 14.7206
[92] valid_0's poisson: -106.16 valid_0's tweedie: 14.7187
[93] valid_0's poisson: -106.211 valid_0's tweedie: 14.7168
[94] valid_0's poisson: -106.261 valid_0's tweedie: 14.7149
[95] valid_0's poisson: -106.309 valid_0's tweedie: 14.7131
[96] valid_0's poisson: -106.358 valid_0's tweedie: 14.7113
[97] valid_0's poisson: -106.405 valid_0's tweedie: 14.7096
[98] valid_0's poisson: -106.451 valid_0's tweedie: 14.7078
[99] valid_0's poisson: -106.496 valid_0's tweedie: 14.7062
[100] valid_0's poisson: -106.543 valid_0's tweedie: 14.7045
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -88.293 valid_0's tweedie: 15.7819
[2] valid_0's poisson: -89.2968 valid_0's tweedie: 15.7381
[3] valid_0's poisson: -90.2008 valid_0's tweedie: 15.6963
[4] valid_0's poisson: -91.015 valid_0's tweedie: 15.6564
[5] valid_0's poisson: -91.7514 valid_0's tweedie: 15.6186
[6] valid_0's poisson: -92.4249 valid_0's tweedie: 15.5822
[7] valid_0's poisson: -93.0403 valid_0's tweedie: 15.5478
[8] valid_0's poisson: -93.6009 valid_0's tweedie: 15.5149
[9] valid_0's poisson: -94.126 valid_0's tweedie: 15.4832
[10] valid_0's poisson: -94.6207 valid_0's tweedie: 15.4524
[11] valid_0's poisson: -95.0671 valid_0's tweedie: 15.4236
[12] valid_0's poisson: -95.4851 valid_0's tweedie: 15.3961
[13] valid_0's poisson: -95.8832 valid_0's tweedie: 15.3697
[14] valid_0's poisson: -96.2515 valid_0's tweedie: 15.3444
[15] valid_0's poisson: -96.6006 valid_0's tweedie: 15.3198
[16] valid_0's poisson: -96.9254 valid_0's tweedie: 15.2965
[17] valid_0's poisson: -97.231 valid_0's tweedie: 15.2744
[18] valid_0's poisson: -97.5173 valid_0's tweedie: 15.2536
[19] valid_0's poisson: -97.7953 valid_0's tweedie: 15.233
[20] valid_0's poisson: -98.0585 valid_0's tweedie: 15.2135
[21] valid_0's poisson: -98.3121 valid_0's tweedie: 15.195
[22] valid_0's poisson: -98.5549 valid_0's tweedie: 15.1768
[23] valid_0's poisson: -98.7858 valid_0's tweedie: 15.1597
[24] valid_0's poisson: -99.0135 valid_0's tweedie: 15.1429
[25] valid_0's poisson: -99.2293 valid_0's tweedie: 15.1273
[26] valid_0's poisson: -99.4372 valid_0's tweedie: 15.1118
[27] valid_0's poisson: -99.6374 valid_0's tweedie: 15.097
[28] valid_0's poisson: -99.8338 valid_0's tweedie: 15.083
[29] valid_0's poisson: -100.017 valid_0's tweedie: 15.0695
[30] valid_0's poisson: -100.196 valid_0's tweedie: 15.0564
[31] valid_0's poisson: -100.37 valid_0's tweedie: 15.0439
[32] valid_0's poisson: -100.539 valid_0's tweedie: 15.0321
[33] valid_0's poisson: -100.701 valid_0's tweedie: 15.0209
[34] valid_0's poisson: -100.866 valid_0's tweedie: 15.0094
[35] valid_0's poisson: -101.024 valid_0's tweedie: 14.9984
[36] valid_0's poisson: -101.179 valid_0's tweedie: 14.9877
[37] valid_0's poisson: -101.328 valid_0's tweedie: 14.9776
[38] valid_0's poisson: -101.473 valid_0's tweedie: 14.9679
[39] valid_0's poisson: -101.613 valid_0's tweedie: 14.9584
[40] valid_0's poisson: -101.752 valid_0's tweedie: 14.9494
[41] valid_0's poisson: -101.886 valid_0's tweedie: 14.9407
[42] valid_0's poisson: -102.016 valid_0's tweedie: 14.9323
[43] valid_0's poisson: -102.146 valid_0's tweedie: 14.9242
[44] valid_0's poisson: -102.271 valid_0's tweedie: 14.9161
[45] valid_0's poisson: -102.394 valid_0's tweedie: 14.9086
[46] valid_0's poisson: -102.512 valid_0's tweedie: 14.9012
[47] valid_0's poisson: -102.631 valid_0's tweedie: 14.8941
[48] valid_0's poisson: -102.745 valid_0's tweedie: 14.8874
[49] valid_0's poisson: -102.858 valid_0's tweedie: 14.8808
[50] valid_0's poisson: -102.968 valid_0's tweedie: 14.8743
[51] valid_0's poisson: -103.077 valid_0's tweedie: 14.868
[52] valid_0's poisson: -103.181 valid_0's tweedie: 14.8621
[53] valid_0's poisson: -103.285 valid_0's tweedie: 14.8561
[54] valid_0's poisson: -103.389 valid_0's tweedie: 14.8504
[55] valid_0's poisson: -103.487 valid_0's tweedie: 14.845
[56] valid_0's poisson: -103.587 valid_0's tweedie: 14.8394
[57] valid_0's poisson: -103.683 valid_0's tweedie: 14.8343
[58] valid_0's poisson: -103.777 valid_0's tweedie: 14.8293
[59] valid_0's poisson: -103.869 valid_0's tweedie: 14.8244
[60] valid_0's poisson: -103.96 valid_0's tweedie: 14.8199
[61] valid_0's poisson: -104.048 valid_0's tweedie: 14.8154
[62] valid_0's poisson: -104.136 valid_0's tweedie: 14.8111
[63] valid_0's poisson: -104.22 valid_0's tweedie: 14.8069
[64] valid_0's poisson: -104.305 valid_0's tweedie: 14.8027
[65] valid_0's poisson: -104.388 valid_0's tweedie: 14.7988
[66] valid_0's poisson: -104.47 valid_0's tweedie: 14.7949
[67] valid_0's poisson: -104.553 valid_0's tweedie: 14.7911
[68] valid_0's poisson: -104.63 valid_0's tweedie: 14.7876
[69] valid_0's poisson: -104.707 valid_0's tweedie: 14.7841
[70] valid_0's poisson: -104.785 valid_0's tweedie: 14.7806
[71] valid_0's poisson: -104.862 valid_0's tweedie: 14.7773
[72] valid_0's poisson: -104.936 valid_0's tweedie: 14.774
[73] valid_0's poisson: -105.011 valid_0's tweedie: 14.7708
[74] valid_0's poisson: -105.082 valid_0's tweedie: 14.7676
[75] valid_0's poisson: -105.151 valid_0's tweedie: 14.7645
[76] valid_0's poisson: -105.219 valid_0's tweedie: 14.7615
[77] valid_0's poisson: -105.287 valid_0's tweedie: 14.7587
[78] valid_0's poisson: -105.352 valid_0's tweedie: 14.7558
[79] valid_0's poisson: -105.419 valid_0's tweedie: 14.753
[80] valid_0's poisson: -105.482 valid_0's tweedie: 14.7503
[81] valid_0's poisson: -105.545 valid_0's tweedie: 14.7475
[82] valid_0's poisson: -105.608 valid_0's tweedie: 14.745
[83] valid_0's poisson: -105.668 valid_0's tweedie: 14.7425
[84] valid_0's poisson: -105.729 valid_0's tweedie: 14.7401
[85] valid_0's poisson: -105.787 valid_0's tweedie: 14.7378
[86] valid_0's poisson: -105.844 valid_0's tweedie: 14.7354
[87] valid_0's poisson: -105.901 valid_0's tweedie: 14.7332
[88] valid_0's poisson: -105.957 valid_0's tweedie: 14.7311
[89] valid_0's poisson: -106.009 valid_0's tweedie: 14.7292
[90] valid_0's poisson: -106.062 valid_0's tweedie: 14.7272
[91] valid_0's poisson: -106.115 valid_0's tweedie: 14.7252
[92] valid_0's poisson: -106.163 valid_0's tweedie: 14.7235
[93] valid_0's poisson: -106.214 valid_0's tweedie: 14.7214
[94] valid_0's poisson: -106.264 valid_0's tweedie: 14.7196
[95] valid_0's poisson: -106.313 valid_0's tweedie: 14.7176
[96] valid_0's poisson: -106.358 valid_0's tweedie: 14.7159
[97] valid_0's poisson: -106.405 valid_0's tweedie: 14.7142
[98] valid_0's poisson: -106.451 valid_0's tweedie: 14.7126
[99] valid_0's poisson: -106.496 valid_0's tweedie: 14.711
[100] valid_0's poisson: -106.541 valid_0's tweedie: 14.7096
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -93.495 valid_0's tweedie: 54.5014
[2] valid_0's poisson: -97.5056 valid_0's tweedie: 53.1137
[3] valid_0's poisson: -100.242 valid_0's tweedie: 52.1448
[4] valid_0's poisson: -102.255 valid_0's tweedie: 51.4101
[5] valid_0's poisson: -103.558 valid_0's tweedie: 50.9282
[6] valid_0's poisson: -104.538 valid_0's tweedie: 50.5481
[7] valid_0's poisson: -105.494 valid_0's tweedie: 50.2161
[8] valid_0's poisson: -106.082 valid_0's tweedie: 50.0029
[9] valid_0's poisson: -106.56 valid_0's tweedie: 49.8308
[10] valid_0's poisson: -106.909 valid_0's tweedie: 49.6985
[11] valid_0's poisson: -107.154 valid_0's tweedie: 49.6037
[12] valid_0's poisson: -107.414 valid_0's tweedie: 49.5115
[13] valid_0's poisson: -107.608 valid_0's tweedie: 49.4436
[14] valid_0's poisson: -107.797 valid_0's tweedie: 49.3627
[15] valid_0's poisson: -107.906 valid_0's tweedie: 49.3178
[16] valid_0's poisson: -108.056 valid_0's tweedie: 49.2696
[17] valid_0's poisson: -108.132 valid_0's tweedie: 49.2297
[18] valid_0's poisson: -108.212 valid_0's tweedie: 49.1998
[19] valid_0's poisson: -108.274 valid_0's tweedie: 49.1786
[20] valid_0's poisson: -108.325 valid_0's tweedie: 49.1623
[21] valid_0's poisson: -108.387 valid_0's tweedie: 49.1414
[22] valid_0's poisson: -108.434 valid_0's tweedie: 49.1161
[23] valid_0's poisson: -108.476 valid_0's tweedie: 49.1017
[24] valid_0's poisson: -108.496 valid_0's tweedie: 49.0942
[25] valid_0's poisson: -108.542 valid_0's tweedie: 49.0682
[26] valid_0's poisson: -108.573 valid_0's tweedie: 49.0575
[27] valid_0's poisson: -108.627 valid_0's tweedie: 49.0413
[28] valid_0's poisson: -108.651 valid_0's tweedie: 49.0325
[29] valid_0's poisson: -108.672 valid_0's tweedie: 49.0256
[30] valid_0's poisson: -108.702 valid_0's tweedie: 49.0162
[31] valid_0's poisson: -108.726 valid_0's tweedie: 49.002
[32] valid_0's poisson: -108.78 valid_0's tweedie: 48.9869
[33] valid_0's poisson: -108.799 valid_0's tweedie: 48.98
[34] valid_0's poisson: -108.853 valid_0's tweedie: 48.9641
[35] valid_0's poisson: -108.88 valid_0's tweedie: 48.9559
[36] valid_0's poisson: -108.885 valid_0's tweedie: 48.9538
[37] valid_0's poisson: -108.891 valid_0's tweedie: 48.9512
[38] valid_0's poisson: -108.918 valid_0's tweedie: 48.9431
[39] valid_0's poisson: -108.934 valid_0's tweedie: 48.9337
[40] valid_0's poisson: -108.941 valid_0's tweedie: 48.9314
[41] valid_0's poisson: -108.96 valid_0's tweedie: 48.9254
[42] valid_0's poisson: -108.964 valid_0's tweedie: 48.9242
[43] valid_0's poisson: -108.97 valid_0's tweedie: 48.9205
[44] valid_0's poisson: -109.007 valid_0's tweedie: 48.9103
[45] valid_0's poisson: -109.01 valid_0's tweedie: 48.909
[46] valid_0's poisson: -109.023 valid_0's tweedie: 48.9043
[47] valid_0's poisson: -109.049 valid_0's tweedie: 48.8971
[48] valid_0's poisson: -109.062 valid_0's tweedie: 48.8935
[49] valid_0's poisson: -109.068 valid_0's tweedie: 48.8912
[50] valid_0's poisson: -109.094 valid_0's tweedie: 48.8837
[51] valid_0's poisson: -109.114 valid_0's tweedie: 48.8775
[52] valid_0's poisson: -109.12 valid_0's tweedie: 48.8737
[53] valid_0's poisson: -109.123 valid_0's tweedie: 48.8724
[54] valid_0's poisson: -109.123 valid_0's tweedie: 48.8724
[55] valid_0's poisson: -109.134 valid_0's tweedie: 48.8673
[56] valid_0's poisson: -109.135 valid_0's tweedie: 48.8672
[57] valid_0's poisson: -109.142 valid_0's tweedie: 48.8649
[58] valid_0's poisson: -109.147 valid_0's tweedie: 48.8615
[59] valid_0's poisson: -109.156 valid_0's tweedie: 48.8593
[60] valid_0's poisson: -109.167 valid_0's tweedie: 48.8562
[61] valid_0's poisson: -109.182 valid_0's tweedie: 48.8527
[62] valid_0's poisson: -109.186 valid_0's tweedie: 48.8506
[63] valid_0's poisson: -109.197 valid_0's tweedie: 48.8473
[64] valid_0's poisson: -109.212 valid_0's tweedie: 48.8431
[65] valid_0's poisson: -109.223 valid_0's tweedie: 48.8399
[66] valid_0's poisson: -109.229 valid_0's tweedie: 48.8381
[67] valid_0's poisson: -109.237 valid_0's tweedie: 48.8357
[68] valid_0's poisson: -109.243 valid_0's tweedie: 48.8329
[69] valid_0's poisson: -109.255 valid_0's tweedie: 48.83
[70] valid_0's poisson: -109.254 valid_0's tweedie: 48.8303
[71] valid_0's poisson: -109.261 valid_0's tweedie: 48.8286
[72] valid_0's poisson: -109.271 valid_0's tweedie: 48.826
[73] valid_0's poisson: -109.27 valid_0's tweedie: 48.826
[74] valid_0's poisson: -109.273 valid_0's tweedie: 48.8244
[75] valid_0's poisson: -109.283 valid_0's tweedie: 48.822
[76] valid_0's poisson: -109.291 valid_0's tweedie: 48.819
[77] valid_0's poisson: -109.302 valid_0's tweedie: 48.8159
[78] valid_0's poisson: -109.325 valid_0's tweedie: 48.8051
[79] valid_0's poisson: -109.329 valid_0's tweedie: 48.8038
[80] valid_0's poisson: -109.33 valid_0's tweedie: 48.8039
[81] valid_0's poisson: -109.331 valid_0's tweedie: 48.8033
[82] valid_0's poisson: -109.334 valid_0's tweedie: 48.803
[83] valid_0's poisson: -109.339 valid_0's tweedie: 48.801
[84] valid_0's poisson: -109.345 valid_0's tweedie: 48.7981
[85] valid_0's poisson: -109.35 valid_0's tweedie: 48.7965
[86] valid_0's poisson: -109.356 valid_0's tweedie: 48.7946
[87] valid_0's poisson: -109.362 valid_0's tweedie: 48.7933
[88] valid_0's poisson: -109.363 valid_0's tweedie: 48.793
[89] valid_0's poisson: -109.365 valid_0's tweedie: 48.7925
[90] valid_0's poisson: -109.366 valid_0's tweedie: 48.7924
[91] valid_0's poisson: -109.37 valid_0's tweedie: 48.7916
[92] valid_0's poisson: -109.371 valid_0's tweedie: 48.7911
[93] valid_0's poisson: -109.376 valid_0's tweedie: 48.7893
[94] valid_0's poisson: -109.38 valid_0's tweedie: 48.788
[95] valid_0's poisson: -109.387 valid_0's tweedie: 48.7858
[96] valid_0's poisson: -109.393 valid_0's tweedie: 48.7846
[97] valid_0's poisson: -109.396 valid_0's tweedie: 48.7835
[98] valid_0's poisson: -109.405 valid_0's tweedie: 48.7815
[99] valid_0's poisson: -109.406 valid_0's tweedie: 48.7806
[100] valid_0's poisson: -109.408 valid_0's tweedie: 48.78
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -93.5395 valid_0's tweedie: 54.4863
[2] valid_0's poisson: -97.459 valid_0's tweedie: 53.1284
[3] valid_0's poisson: -100.301 valid_0's tweedie: 52.1264
[4] valid_0's poisson: -102.298 valid_0's tweedie: 51.4044
[5] valid_0's poisson: -103.702 valid_0's tweedie: 50.8974
[6] valid_0's poisson: -104.742 valid_0's tweedie: 50.5066
[7] valid_0's poisson: -105.566 valid_0's tweedie: 50.212
[8] valid_0's poisson: -106.087 valid_0's tweedie: 50.0147
[9] valid_0's poisson: -106.497 valid_0's tweedie: 49.8377
[10] valid_0's poisson: -106.825 valid_0's tweedie: 49.7161
[11] valid_0's poisson: -107.217 valid_0's tweedie: 49.5804
[12] valid_0's poisson: -107.44 valid_0's tweedie: 49.4908
[13] valid_0's poisson: -107.623 valid_0's tweedie: 49.4261
[14] valid_0's poisson: -107.784 valid_0's tweedie: 49.355
[15] valid_0's poisson: -107.928 valid_0's tweedie: 49.3047
[16] valid_0's poisson: -108.063 valid_0's tweedie: 49.2585
[17] valid_0's poisson: -108.147 valid_0's tweedie: 49.2175
[18] valid_0's poisson: -108.219 valid_0's tweedie: 49.1921
[19] valid_0's poisson: -108.276 valid_0's tweedie: 49.1727
[20] valid_0's poisson: -108.336 valid_0's tweedie: 49.1436
[21] valid_0's poisson: -108.369 valid_0's tweedie: 49.1309
[22] valid_0's poisson: -108.414 valid_0's tweedie: 49.1149
[23] valid_0's poisson: -108.459 valid_0's tweedie: 49.1015
[24] valid_0's poisson: -108.494 valid_0's tweedie: 49.0853
[25] valid_0's poisson: -108.525 valid_0's tweedie: 49.0747
[26] valid_0's poisson: -108.555 valid_0's tweedie: 49.0636
[27] valid_0's poisson: -108.582 valid_0's tweedie: 49.054
[28] valid_0's poisson: -108.594 valid_0's tweedie: 49.0501
[29] valid_0's poisson: -108.63 valid_0's tweedie: 49.0324
[30] valid_0's poisson: -108.644 valid_0's tweedie: 49.0269
[31] valid_0's poisson: -108.674 valid_0's tweedie: 49.0177
[32] valid_0's poisson: -108.693 valid_0's tweedie: 49.0081
[33] valid_0's poisson: -108.699 valid_0's tweedie: 49.006
[34] valid_0's poisson: -108.709 valid_0's tweedie: 48.9997
[35] valid_0's poisson: -108.748 valid_0's tweedie: 48.9874
[36] valid_0's poisson: -108.756 valid_0's tweedie: 48.9854
[37] valid_0's poisson: -108.789 valid_0's tweedie: 48.9752
[38] valid_0's poisson: -108.834 valid_0's tweedie: 48.9632
[39] valid_0's poisson: -108.864 valid_0's tweedie: 48.9543
[40] valid_0's poisson: -108.874 valid_0's tweedie: 48.9508
[41] valid_0's poisson: -108.895 valid_0's tweedie: 48.9441
[42] valid_0's poisson: -108.905 valid_0's tweedie: 48.9389
[43] valid_0's poisson: -108.909 valid_0's tweedie: 48.9378
[44] valid_0's poisson: -108.908 valid_0's tweedie: 48.9375
[45] valid_0's poisson: -108.933 valid_0's tweedie: 48.9305
[46] valid_0's poisson: -108.937 valid_0's tweedie: 48.929
[47] valid_0's poisson: -108.965 valid_0's tweedie: 48.9207
[48] valid_0's poisson: -108.979 valid_0's tweedie: 48.9123
[49] valid_0's poisson: -109.004 valid_0's tweedie: 48.9045
[50] valid_0's poisson: -109.023 valid_0's tweedie: 48.8993
[51] valid_0's poisson: -109.034 valid_0's tweedie: 48.8951
[52] valid_0's poisson: -109.053 valid_0's tweedie: 48.89
[53] valid_0's poisson: -109.064 valid_0's tweedie: 48.8871
[54] valid_0's poisson: -109.07 valid_0's tweedie: 48.8852
[55] valid_0's poisson: -109.113 valid_0's tweedie: 48.8734
[56] valid_0's poisson: -109.123 valid_0's tweedie: 48.8701
[57] valid_0's poisson: -109.129 valid_0's tweedie: 48.8657
[58] valid_0's poisson: -109.131 valid_0's tweedie: 48.8649
[59] valid_0's poisson: -109.141 valid_0's tweedie: 48.8618
[60] valid_0's poisson: -109.151 valid_0's tweedie: 48.8584
[61] valid_0's poisson: -109.153 valid_0's tweedie: 48.8584
[62] valid_0's poisson: -109.157 valid_0's tweedie: 48.8558
[63] valid_0's poisson: -109.165 valid_0's tweedie: 48.8539
[64] valid_0's poisson: -109.171 valid_0's tweedie: 48.852
[65] valid_0's poisson: -109.173 valid_0's tweedie: 48.8517
[66] valid_0's poisson: -109.178 valid_0's tweedie: 48.8483
[67] valid_0's poisson: -109.187 valid_0's tweedie: 48.8462
[68] valid_0's poisson: -109.192 valid_0's tweedie: 48.8445
[69] valid_0's poisson: -109.196 valid_0's tweedie: 48.843
[70] valid_0's poisson: -109.197 valid_0's tweedie: 48.8428
[71] valid_0's poisson: -109.199 valid_0's tweedie: 48.8425
[72] valid_0's poisson: -109.205 valid_0's tweedie: 48.8405
[73] valid_0's poisson: -109.208 valid_0's tweedie: 48.8396
[74] valid_0's poisson: -109.214 valid_0's tweedie: 48.8354
[75] valid_0's poisson: -109.216 valid_0's tweedie: 48.835
[76] valid_0's poisson: -109.22 valid_0's tweedie: 48.8333
[77] valid_0's poisson: -109.231 valid_0's tweedie: 48.8301
[78] valid_0's poisson: -109.241 valid_0's tweedie: 48.828
[79] valid_0's poisson: -109.239 valid_0's tweedie: 48.8285
[80] valid_0's poisson: -109.243 valid_0's tweedie: 48.8274
[81] valid_0's poisson: -109.245 valid_0's tweedie: 48.8272
[82] valid_0's poisson: -109.247 valid_0's tweedie: 48.8264
[83] valid_0's poisson: -109.251 valid_0's tweedie: 48.8247
[84] valid_0's poisson: -109.269 valid_0's tweedie: 48.8201
[85] valid_0's poisson: -109.283 valid_0's tweedie: 48.8158
[86] valid_0's poisson: -109.286 valid_0's tweedie: 48.8145
[87] valid_0's poisson: -109.289 valid_0's tweedie: 48.8134
[88] valid_0's poisson: -109.296 valid_0's tweedie: 48.8118
[89] valid_0's poisson: -109.299 valid_0's tweedie: 48.8109
[90] valid_0's poisson: -109.32 valid_0's tweedie: 48.8052
[91] valid_0's poisson: -109.323 valid_0's tweedie: 48.804
[92] valid_0's poisson: -109.358 valid_0's tweedie: 48.7896
[93] valid_0's poisson: -109.367 valid_0's tweedie: 48.7876
[94] valid_0's poisson: -109.371 valid_0's tweedie: 48.7846
[95] valid_0's poisson: -109.377 valid_0's tweedie: 48.7827
[96] valid_0's poisson: -109.378 valid_0's tweedie: 48.7826
[97] valid_0's poisson: -109.378 valid_0's tweedie: 48.7825
[98] valid_0's poisson: -109.377 valid_0's tweedie: 48.7827
[99] valid_0's poisson: -109.38 valid_0's tweedie: 48.782
[100] valid_0's poisson: -109.39 valid_0's tweedie: 48.7791
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -93.5377 valid_0's tweedie: 54.4899
[2] valid_0's poisson: -97.4815 valid_0's tweedie: 53.1262
[3] valid_0's poisson: -100.356 valid_0's tweedie: 52.1146
[4] valid_0's poisson: -102.15 valid_0's tweedie: 51.4563
[5] valid_0's poisson: -103.664 valid_0's tweedie: 50.9157
[6] valid_0's poisson: -104.641 valid_0's tweedie: 50.5477
[7] valid_0's poisson: -105.423 valid_0's tweedie: 50.26
[8] valid_0's poisson: -106 valid_0's tweedie: 50.0563
[9] valid_0's poisson: -106.424 valid_0's tweedie: 49.8778
[10] valid_0's poisson: -106.772 valid_0's tweedie: 49.7477
[11] valid_0's poisson: -107.047 valid_0's tweedie: 49.6417
[12] valid_0's poisson: -107.411 valid_0's tweedie: 49.5086
[13] valid_0's poisson: -107.594 valid_0's tweedie: 49.4353
[14] valid_0's poisson: -107.751 valid_0's tweedie: 49.3789
[15] valid_0's poisson: -107.881 valid_0's tweedie: 49.3271
[16] valid_0's poisson: -108.001 valid_0's tweedie: 49.2823
[17] valid_0's poisson: -108.078 valid_0's tweedie: 49.2489
[18] valid_0's poisson: -108.135 valid_0's tweedie: 49.2269
[19] valid_0's poisson: -108.24 valid_0's tweedie: 49.1943
[20] valid_0's poisson: -108.354 valid_0's tweedie: 49.1501
[21] valid_0's poisson: -108.395 valid_0's tweedie: 49.1279
[22] valid_0's poisson: -108.444 valid_0's tweedie: 49.1106
[23] valid_0's poisson: -108.486 valid_0's tweedie: 49.0967
[24] valid_0's poisson: -108.517 valid_0's tweedie: 49.0855
[25] valid_0's poisson: -108.552 valid_0's tweedie: 49.0732
[26] valid_0's poisson: -108.589 valid_0's tweedie: 49.0603
[27] valid_0's poisson: -108.615 valid_0's tweedie: 49.0516
[28] valid_0's poisson: -108.646 valid_0's tweedie: 49.0403
[29] valid_0's poisson: -108.664 valid_0's tweedie: 49.0336
[30] valid_0's poisson: -108.68 valid_0's tweedie: 49.0288
[31] valid_0's poisson: -108.709 valid_0's tweedie: 49.0129
[32] valid_0's poisson: -108.735 valid_0's tweedie: 49.0047
[33] valid_0's poisson: -108.742 valid_0's tweedie: 49.0014
[34] valid_0's poisson: -108.763 valid_0's tweedie: 48.9951
[35] valid_0's poisson: -108.8 valid_0's tweedie: 48.9839
[36] valid_0's poisson: -108.813 valid_0's tweedie: 48.9798
[37] valid_0's poisson: -108.827 valid_0's tweedie: 48.972
[38] valid_0's poisson: -108.842 valid_0's tweedie: 48.9632
[39] valid_0's poisson: -108.861 valid_0's tweedie: 48.958
[40] valid_0's poisson: -108.883 valid_0's tweedie: 48.951
[41] valid_0's poisson: -108.895 valid_0's tweedie: 48.9477
[42] valid_0's poisson: -108.899 valid_0's tweedie: 48.9465
[43] valid_0's poisson: -108.91 valid_0's tweedie: 48.9396
[44] valid_0's poisson: -108.915 valid_0's tweedie: 48.938
[45] valid_0's poisson: -108.919 valid_0's tweedie: 48.9365
[46] valid_0's poisson: -108.934 valid_0's tweedie: 48.9327
[47] valid_0's poisson: -108.954 valid_0's tweedie: 48.926
[48] valid_0's poisson: -108.971 valid_0's tweedie: 48.9211
[49] valid_0's poisson: -108.985 valid_0's tweedie: 48.9172
[50] valid_0's poisson: -108.994 valid_0's tweedie: 48.9118
[51] valid_0's poisson: -109.001 valid_0's tweedie: 48.9076
[52] valid_0's poisson: -109.008 valid_0's tweedie: 48.9063
[53] valid_0's poisson: -109.028 valid_0's tweedie: 48.8996
[54] valid_0's poisson: -109.029 valid_0's tweedie: 48.8991
[55] valid_0's poisson: -109.036 valid_0's tweedie: 48.8967
[56] valid_0's poisson: -109.039 valid_0's tweedie: 48.8958
[57] valid_0's poisson: -109.042 valid_0's tweedie: 48.894
[58] valid_0's poisson: -109.043 valid_0's tweedie: 48.8931
[59] valid_0's poisson: -109.053 valid_0's tweedie: 48.8898
[60] valid_0's poisson: -109.058 valid_0's tweedie: 48.8884
[61] valid_0's poisson: -109.07 valid_0's tweedie: 48.8852
[62] valid_0's poisson: -109.08 valid_0's tweedie: 48.8823
[63] valid_0's poisson: -109.096 valid_0's tweedie: 48.878
[64] valid_0's poisson: -109.096 valid_0's tweedie: 48.8781
[65] valid_0's poisson: -109.101 valid_0's tweedie: 48.8763
[66] valid_0's poisson: -109.113 valid_0's tweedie: 48.8726
[67] valid_0's poisson: -109.115 valid_0's tweedie: 48.8715
[68] valid_0's poisson: -109.122 valid_0's tweedie: 48.8699
[69] valid_0's poisson: -109.128 valid_0's tweedie: 48.868
[70] valid_0's poisson: -109.132 valid_0's tweedie: 48.8662
[71] valid_0's poisson: -109.134 valid_0's tweedie: 48.8651
[72] valid_0's poisson: -109.141 valid_0's tweedie: 48.8629
[73] valid_0's poisson: -109.15 valid_0's tweedie: 48.8607
[74] valid_0's poisson: -109.151 valid_0's tweedie: 48.8604
[75] valid_0's poisson: -109.154 valid_0's tweedie: 48.859
[76] valid_0's poisson: -109.169 valid_0's tweedie: 48.8547
[77] valid_0's poisson: -109.177 valid_0's tweedie: 48.8516
[78] valid_0's poisson: -109.186 valid_0's tweedie: 48.8498
[79] valid_0's poisson: -109.188 valid_0's tweedie: 48.8479
[80] valid_0's poisson: -109.2 valid_0's tweedie: 48.8452
[81] valid_0's poisson: -109.202 valid_0's tweedie: 48.8441
[82] valid_0's poisson: -109.206 valid_0's tweedie: 48.8429
[83] valid_0's poisson: -109.213 valid_0's tweedie: 48.8409
[84] valid_0's poisson: -109.223 valid_0's tweedie: 48.8382
[85] valid_0's poisson: -109.229 valid_0's tweedie: 48.8362
[86] valid_0's poisson: -109.233 valid_0's tweedie: 48.8336
[87] valid_0's poisson: -109.245 valid_0's tweedie: 48.8305
[88] valid_0's poisson: -109.244 valid_0's tweedie: 48.8306
[89] valid_0's poisson: -109.246 valid_0's tweedie: 48.8299
[90] valid_0's poisson: -109.251 valid_0's tweedie: 48.8287
[91] valid_0's poisson: -109.262 valid_0's tweedie: 48.8264
[92] valid_0's poisson: -109.265 valid_0's tweedie: 48.8255
[93] valid_0's poisson: -109.266 valid_0's tweedie: 48.8251
[94] valid_0's poisson: -109.275 valid_0's tweedie: 48.8224
[95] valid_0's poisson: -109.278 valid_0's tweedie: 48.8216
[96] valid_0's poisson: -109.282 valid_0's tweedie: 48.82
[97] valid_0's poisson: -109.288 valid_0's tweedie: 48.8182
[98] valid_0's poisson: -109.288 valid_0's tweedie: 48.8181
[99] valid_0's poisson: -109.294 valid_0's tweedie: 48.816
[100] valid_0's poisson: -109.298 valid_0's tweedie: 48.815
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -93.5225 valid_0's tweedie: 54.4918
[2] valid_0's poisson: -97.5463 valid_0's tweedie: 53.1004
[3] valid_0's poisson: -100.31 valid_0's tweedie: 52.1228
[4] valid_0's poisson: -102.335 valid_0's tweedie: 51.3845
[5] valid_0's poisson: -103.734 valid_0's tweedie: 50.8799
[6] valid_0's poisson: -104.762 valid_0's tweedie: 50.4899
[7] valid_0's poisson: -105.548 valid_0's tweedie: 50.1942
[8] valid_0's poisson: -106.141 valid_0's tweedie: 49.9741
[9] valid_0's poisson: -106.528 valid_0's tweedie: 49.8222
[10] valid_0's poisson: -106.915 valid_0's tweedie: 49.6768
[11] valid_0's poisson: -107.204 valid_0's tweedie: 49.5695
[12] valid_0's poisson: -107.483 valid_0's tweedie: 49.4716
[13] valid_0's poisson: -107.655 valid_0's tweedie: 49.4068
[14] valid_0's poisson: -107.767 valid_0's tweedie: 49.3605
[15] valid_0's poisson: -107.893 valid_0's tweedie: 49.3167
[16] valid_0's poisson: -108.004 valid_0's tweedie: 49.2789
[17] valid_0's poisson: -108.112 valid_0's tweedie: 49.2429
[18] valid_0's poisson: -108.179 valid_0's tweedie: 49.2098
[19] valid_0's poisson: -108.224 valid_0's tweedie: 49.1906
[20] valid_0's poisson: -108.288 valid_0's tweedie: 49.1687
[21] valid_0's poisson: -108.362 valid_0's tweedie: 49.132
[22] valid_0's poisson: -108.412 valid_0's tweedie: 49.1143
[23] valid_0's poisson: -108.453 valid_0's tweedie: 49.0989
[24] valid_0's poisson: -108.5 valid_0's tweedie: 49.0824
[25] valid_0's poisson: -108.53 valid_0's tweedie: 49.0656
[26] valid_0's poisson: -108.567 valid_0's tweedie: 49.0525
[27] valid_0's poisson: -108.591 valid_0's tweedie: 49.0437
[28] valid_0's poisson: -108.619 valid_0's tweedie: 49.0347
[29] valid_0's poisson: -108.645 valid_0's tweedie: 49.0258
[30] valid_0's poisson: -108.664 valid_0's tweedie: 49.0163
[31] valid_0's poisson: -108.691 valid_0's tweedie: 49.0074
[32] valid_0's poisson: -108.701 valid_0's tweedie: 49.003
[33] valid_0's poisson: -108.733 valid_0's tweedie: 48.9933
[34] valid_0's poisson: -108.794 valid_0's tweedie: 48.9765
[35] valid_0's poisson: -108.802 valid_0's tweedie: 48.9736
[36] valid_0's poisson: -108.813 valid_0's tweedie: 48.97
[37] valid_0's poisson: -108.822 valid_0's tweedie: 48.9668
[38] valid_0's poisson: -108.86 valid_0's tweedie: 48.9565
[39] valid_0's poisson: -108.866 valid_0's tweedie: 48.9547
[40] valid_0's poisson: -108.883 valid_0's tweedie: 48.9496
[41] valid_0's poisson: -108.889 valid_0's tweedie: 48.9457
[42] valid_0's poisson: -108.899 valid_0's tweedie: 48.9429
[43] valid_0's poisson: -108.901 valid_0's tweedie: 48.9423
[44] valid_0's poisson: -108.938 valid_0's tweedie: 48.924
[45] valid_0's poisson: -108.975 valid_0's tweedie: 48.9131
[46] valid_0's poisson: -108.978 valid_0's tweedie: 48.9118
[47] valid_0's poisson: -108.979 valid_0's tweedie: 48.9112
[48] valid_0's poisson: -108.984 valid_0's tweedie: 48.9099
[49] valid_0's poisson: -108.986 valid_0's tweedie: 48.9088
[50] valid_0's poisson: -108.996 valid_0's tweedie: 48.9051
[51] valid_0's poisson: -109.019 valid_0's tweedie: 48.8937
[52] valid_0's poisson: -109.043 valid_0's tweedie: 48.8867
[53] valid_0's poisson: -109.064 valid_0's tweedie: 48.8817
[54] valid_0's poisson: -109.097 valid_0's tweedie: 48.8725
[55] valid_0's poisson: -109.096 valid_0's tweedie: 48.8733
[56] valid_0's poisson: -109.108 valid_0's tweedie: 48.8694
[57] valid_0's poisson: -109.12 valid_0's tweedie: 48.8663
[58] valid_0's poisson: -109.129 valid_0's tweedie: 48.864
[59] valid_0's poisson: -109.153 valid_0's tweedie: 48.8565
[60] valid_0's poisson: -109.167 valid_0's tweedie: 48.8529
[61] valid_0's poisson: -109.188 valid_0's tweedie: 48.8478
[62] valid_0's poisson: -109.192 valid_0's tweedie: 48.846
[63] valid_0's poisson: -109.199 valid_0's tweedie: 48.844
[64] valid_0's poisson: -109.201 valid_0's tweedie: 48.8423
[65] valid_0's poisson: -109.206 valid_0's tweedie: 48.8407
[66] valid_0's poisson: -109.21 valid_0's tweedie: 48.8393
[67] valid_0's poisson: -109.215 valid_0's tweedie: 48.8379
[68] valid_0's poisson: -109.226 valid_0's tweedie: 48.8344
[69] valid_0's poisson: -109.237 valid_0's tweedie: 48.8318
[70] valid_0's poisson: -109.249 valid_0's tweedie: 48.828
[71] valid_0's poisson: -109.258 valid_0's tweedie: 48.8251
[72] valid_0's poisson: -109.261 valid_0's tweedie: 48.8239
[73] valid_0's poisson: -109.263 valid_0's tweedie: 48.8234
[74] valid_0's poisson: -109.263 valid_0's tweedie: 48.8234
[75] valid_0's poisson: -109.263 valid_0's tweedie: 48.8235
[76] valid_0's poisson: -109.267 valid_0's tweedie: 48.8223
[77] valid_0's poisson: -109.274 valid_0's tweedie: 48.8173
[78] valid_0's poisson: -109.28 valid_0's tweedie: 48.816
[79] valid_0's poisson: -109.284 valid_0's tweedie: 48.8149
[80] valid_0's poisson: -109.29 valid_0's tweedie: 48.813
[81] valid_0's poisson: -109.299 valid_0's tweedie: 48.8099
[82] valid_0's poisson: -109.315 valid_0's tweedie: 48.8055
[83] valid_0's poisson: -109.317 valid_0's tweedie: 48.8052
[84] valid_0's poisson: -109.322 valid_0's tweedie: 48.8037
[85] valid_0's poisson: -109.326 valid_0's tweedie: 48.803
[86] valid_0's poisson: -109.333 valid_0's tweedie: 48.8013
[87] valid_0's poisson: -109.338 valid_0's tweedie: 48.7997
[88] valid_0's poisson: -109.342 valid_0's tweedie: 48.7984
[89] valid_0's poisson: -109.35 valid_0's tweedie: 48.7966
[90] valid_0's poisson: -109.352 valid_0's tweedie: 48.796
[91] valid_0's poisson: -109.352 valid_0's tweedie: 48.7961
[92] valid_0's poisson: -109.358 valid_0's tweedie: 48.7948
[93] valid_0's poisson: -109.367 valid_0's tweedie: 48.7928
[94] valid_0's poisson: -109.368 valid_0's tweedie: 48.7924
[95] valid_0's poisson: -109.376 valid_0's tweedie: 48.7903
[96] valid_0's poisson: -109.387 valid_0's tweedie: 48.7876
[97] valid_0's poisson: -109.393 valid_0's tweedie: 48.7856
[98] valid_0's poisson: -109.398 valid_0's tweedie: 48.7843
[99] valid_0's poisson: -109.405 valid_0's tweedie: 48.7802
[100] valid_0's poisson: -109.405 valid_0's tweedie: 48.7801
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -93.5226 valid_0's tweedie: 54.4945
[2] valid_0's poisson: -97.527 valid_0's tweedie: 53.1187
[3] valid_0's poisson: -100.228 valid_0's tweedie: 52.1471
[4] valid_0's poisson: -102.314 valid_0's tweedie: 51.4097
[5] valid_0's poisson: -103.584 valid_0's tweedie: 50.923
[6] valid_0's poisson: -104.691 valid_0's tweedie: 50.5226
[7] valid_0's poisson: -105.46 valid_0's tweedie: 50.2472
[8] valid_0's poisson: -106.075 valid_0's tweedie: 50.0207
[9] valid_0's poisson: -106.525 valid_0's tweedie: 49.8592
[10] valid_0's poisson: -106.902 valid_0's tweedie: 49.7139
[11] valid_0's poisson: -107.149 valid_0's tweedie: 49.6037
[12] valid_0's poisson: -107.46 valid_0's tweedie: 49.4871
[13] valid_0's poisson: -107.633 valid_0's tweedie: 49.4231
[14] valid_0's poisson: -107.778 valid_0's tweedie: 49.366
[15] valid_0's poisson: -107.903 valid_0's tweedie: 49.3156
[16] valid_0's poisson: -108.016 valid_0's tweedie: 49.2765
[17] valid_0's poisson: -108.085 valid_0's tweedie: 49.2466
[18] valid_0's poisson: -108.155 valid_0's tweedie: 49.2202
[19] valid_0's poisson: -108.224 valid_0's tweedie: 49.1901
[20] valid_0's poisson: -108.282 valid_0's tweedie: 49.1717
[21] valid_0's poisson: -108.342 valid_0's tweedie: 49.1513
[22] valid_0's poisson: -108.374 valid_0's tweedie: 49.1344
[23] valid_0's poisson: -108.437 valid_0's tweedie: 49.1097
[24] valid_0's poisson: -108.456 valid_0's tweedie: 49.1017
[25] valid_0's poisson: -108.5 valid_0's tweedie: 49.078
[26] valid_0's poisson: -108.532 valid_0's tweedie: 49.067
[27] valid_0's poisson: -108.6 valid_0's tweedie: 49.046
[28] valid_0's poisson: -108.645 valid_0's tweedie: 49.0294
[29] valid_0's poisson: -108.704 valid_0's tweedie: 49.013
[30] valid_0's poisson: -108.708 valid_0's tweedie: 49.0101
[31] valid_0's poisson: -108.718 valid_0's tweedie: 49.0059
[32] valid_0's poisson: -108.74 valid_0's tweedie: 48.9988
[33] valid_0's poisson: -108.752 valid_0's tweedie: 48.9955
[34] valid_0's poisson: -108.763 valid_0's tweedie: 48.988
[35] valid_0's poisson: -108.797 valid_0's tweedie: 48.9788
[36] valid_0's poisson: -108.815 valid_0's tweedie: 48.973
[37] valid_0's poisson: -108.821 valid_0's tweedie: 48.9711
[38] valid_0's poisson: -108.857 valid_0's tweedie: 48.9593
[39] valid_0's poisson: -108.867 valid_0's tweedie: 48.9571
[40] valid_0's poisson: -108.888 valid_0's tweedie: 48.9505
[41] valid_0's poisson: -108.891 valid_0's tweedie: 48.9496
[42] valid_0's poisson: -108.905 valid_0's tweedie: 48.9458
[43] valid_0's poisson: -108.93 valid_0's tweedie: 48.9379
[44] valid_0's poisson: -108.948 valid_0's tweedie: 48.9325
[45] valid_0's poisson: -108.957 valid_0's tweedie: 48.9272
[46] valid_0's poisson: -108.968 valid_0's tweedie: 48.9234
[47] valid_0's poisson: -108.99 valid_0's tweedie: 48.9168
[48] valid_0's poisson: -108.996 valid_0's tweedie: 48.915
[49] valid_0's poisson: -108.999 valid_0's tweedie: 48.9141
[50] valid_0's poisson: -109 valid_0's tweedie: 48.9137
[51] valid_0's poisson: -109.025 valid_0's tweedie: 48.9053
[52] valid_0's poisson: -109.043 valid_0's tweedie: 48.9004
[53] valid_0's poisson: -109.056 valid_0's tweedie: 48.8967
[54] valid_0's poisson: -109.061 valid_0's tweedie: 48.8928
[55] valid_0's poisson: -109.077 valid_0's tweedie: 48.8883
[56] valid_0's poisson: -109.089 valid_0's tweedie: 48.8849
[57] valid_0's poisson: -109.093 valid_0's tweedie: 48.8833
[58] valid_0's poisson: -109.103 valid_0's tweedie: 48.8803
[59] valid_0's poisson: -109.111 valid_0's tweedie: 48.8775
[60] valid_0's poisson: -109.12 valid_0's tweedie: 48.8747
[61] valid_0's poisson: -109.127 valid_0's tweedie: 48.8726
[62] valid_0's poisson: -109.134 valid_0's tweedie: 48.8685
[63] valid_0's poisson: -109.134 valid_0's tweedie: 48.8682
[64] valid_0's poisson: -109.149 valid_0's tweedie: 48.8636
[65] valid_0's poisson: -109.164 valid_0's tweedie: 48.8575
[66] valid_0's poisson: -109.174 valid_0's tweedie: 48.8537
[67] valid_0's poisson: -109.174 valid_0's tweedie: 48.8539
[68] valid_0's poisson: -109.174 valid_0's tweedie: 48.8539
[69] valid_0's poisson: -109.193 valid_0's tweedie: 48.8474
[70] valid_0's poisson: -109.199 valid_0's tweedie: 48.8448
[71] valid_0's poisson: -109.206 valid_0's tweedie: 48.8433
[72] valid_0's poisson: -109.215 valid_0's tweedie: 48.8412
[73] valid_0's poisson: -109.218 valid_0's tweedie: 48.8396
[74] valid_0's poisson: -109.232 valid_0's tweedie: 48.8359
[75] valid_0's poisson: -109.239 valid_0's tweedie: 48.8339
[76] valid_0's poisson: -109.247 valid_0's tweedie: 48.8313
[77] valid_0's poisson: -109.256 valid_0's tweedie: 48.8283
[78] valid_0's poisson: -109.257 valid_0's tweedie: 48.828
[79] valid_0's poisson: -109.258 valid_0's tweedie: 48.8277
[80] valid_0's poisson: -109.258 valid_0's tweedie: 48.828
[81] valid_0's poisson: -109.266 valid_0's tweedie: 48.8261
[82] valid_0's poisson: -109.278 valid_0's tweedie: 48.8235
[83] valid_0's poisson: -109.28 valid_0's tweedie: 48.8227
[84] valid_0's poisson: -109.284 valid_0's tweedie: 48.8209
[85] valid_0's poisson: -109.292 valid_0's tweedie: 48.819
[86] valid_0's poisson: -109.293 valid_0's tweedie: 48.8186
[87] valid_0's poisson: -109.295 valid_0's tweedie: 48.818
[88] valid_0's poisson: -109.296 valid_0's tweedie: 48.8177
[89] valid_0's poisson: -109.299 valid_0's tweedie: 48.8169
[90] valid_0's poisson: -109.307 valid_0's tweedie: 48.8139
[91] valid_0's poisson: -109.313 valid_0's tweedie: 48.8118
[92] valid_0's poisson: -109.319 valid_0's tweedie: 48.8099
[93] valid_0's poisson: -109.324 valid_0's tweedie: 48.8084
[94] valid_0's poisson: -109.327 valid_0's tweedie: 48.8078
[95] valid_0's poisson: -109.334 valid_0's tweedie: 48.806
[96] valid_0's poisson: -109.339 valid_0's tweedie: 48.8045
[97] valid_0's poisson: -109.34 valid_0's tweedie: 48.8041
[98] valid_0's poisson: -109.344 valid_0's tweedie: 48.8029
[99] valid_0's poisson: -109.349 valid_0's tweedie: 48.8018
[100] valid_0's poisson: -109.36 valid_0's tweedie: 48.7982
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2989 valid_0's tweedie: 56.6091
[2] valid_0's poisson: -87.4233 valid_0's tweedie: 56.5666
[3] valid_0's poisson: -87.5472 valid_0's tweedie: 56.5244
[4] valid_0's poisson: -87.67 valid_0's tweedie: 56.4825
[5] valid_0's poisson: -87.7919 valid_0's tweedie: 56.4409
[6] valid_0's poisson: -87.913 valid_0's tweedie: 56.3996
[7] valid_0's poisson: -88.0335 valid_0's tweedie: 56.3585
[8] valid_0's poisson: -88.1531 valid_0's tweedie: 56.3177
[9] valid_0's poisson: -88.2719 valid_0's tweedie: 56.2772
[10] valid_0's poisson: -88.3901 valid_0's tweedie: 56.237
[11] valid_0's poisson: -88.5079 valid_0's tweedie: 56.1968
[12] valid_0's poisson: -88.625 valid_0's tweedie: 56.1569
[13] valid_0's poisson: -88.7415 valid_0's tweedie: 56.1172
[14] valid_0's poisson: -88.8571 valid_0's tweedie: 56.0778
[15] valid_0's poisson: -88.972 valid_0's tweedie: 56.0387
[16] valid_0's poisson: -89.0863 valid_0's tweedie: 55.9998
[17] valid_0's poisson: -89.1997 valid_0's tweedie: 55.9612
[18] valid_0's poisson: -89.313 valid_0's tweedie: 55.9226
[19] valid_0's poisson: -89.4251 valid_0's tweedie: 55.8844
[20] valid_0's poisson: -89.5373 valid_0's tweedie: 55.8462
[21] valid_0's poisson: -89.6487 valid_0's tweedie: 55.8083
[22] valid_0's poisson: -89.759 valid_0's tweedie: 55.7707
[23] valid_0's poisson: -89.8682 valid_0's tweedie: 55.7336
[24] valid_0's poisson: -89.9774 valid_0's tweedie: 55.6964
[25] valid_0's poisson: -90.0856 valid_0's tweedie: 55.6596
[26] valid_0's poisson: -90.1935 valid_0's tweedie: 55.6228
[27] valid_0's poisson: -90.3004 valid_0's tweedie: 55.5865
[28] valid_0's poisson: -90.4069 valid_0's tweedie: 55.5502
[29] valid_0's poisson: -90.5125 valid_0's tweedie: 55.5143
[30] valid_0's poisson: -90.6177 valid_0's tweedie: 55.4785
[31] valid_0's poisson: -90.722 valid_0's tweedie: 55.443
[32] valid_0's poisson: -90.8249 valid_0's tweedie: 55.408
[33] valid_0's poisson: -90.928 valid_0's tweedie: 55.3729
[34] valid_0's poisson: -91.0294 valid_0's tweedie: 55.3384
[35] valid_0's poisson: -91.1305 valid_0's tweedie: 55.3039
[36] valid_0's poisson: -91.2306 valid_0's tweedie: 55.2699
[37] valid_0's poisson: -91.3303 valid_0's tweedie: 55.2359
[38] valid_0's poisson: -91.4298 valid_0's tweedie: 55.2021
[39] valid_0's poisson: -91.528 valid_0's tweedie: 55.1686
[40] valid_0's poisson: -91.6266 valid_0's tweedie: 55.1351
[41] valid_0's poisson: -91.7235 valid_0's tweedie: 55.1021
[42] valid_0's poisson: -91.8207 valid_0's tweedie: 55.069
[43] valid_0's poisson: -91.9164 valid_0's tweedie: 55.0364
[44] valid_0's poisson: -92.0126 valid_0's tweedie: 55.0037
[45] valid_0's poisson: -92.107 valid_0's tweedie: 54.9715
[46] valid_0's poisson: -92.2016 valid_0's tweedie: 54.9393
[47] valid_0's poisson: -92.295 valid_0's tweedie: 54.9075
[48] valid_0's poisson: -92.3876 valid_0's tweedie: 54.876
[49] valid_0's poisson: -92.4807 valid_0's tweedie: 54.8443
[50] valid_0's poisson: -92.5721 valid_0's tweedie: 54.8131
[51] valid_0's poisson: -92.6639 valid_0's tweedie: 54.7819
[52] valid_0's poisson: -92.7541 valid_0's tweedie: 54.7511
[53] valid_0's poisson: -92.8447 valid_0's tweedie: 54.7203
[54] valid_0's poisson: -92.9339 valid_0's tweedie: 54.6899
[55] valid_0's poisson: -93.0232 valid_0's tweedie: 54.6595
[56] valid_0's poisson: -93.1114 valid_0's tweedie: 54.6294
[57] valid_0's poisson: -93.1998 valid_0's tweedie: 54.5993
[58] valid_0's poisson: -93.2867 valid_0's tweedie: 54.5696
[59] valid_0's poisson: -93.3739 valid_0's tweedie: 54.54
[60] valid_0's poisson: -93.4595 valid_0's tweedie: 54.5108
[61] valid_0's poisson: -93.5457 valid_0's tweedie: 54.4814
[62] valid_0's poisson: -93.6303 valid_0's tweedie: 54.4525
[63] valid_0's poisson: -93.7149 valid_0's tweedie: 54.4236
[64] valid_0's poisson: -93.7992 valid_0's tweedie: 54.3949
[65] valid_0's poisson: -93.8833 valid_0's tweedie: 54.3662
[66] valid_0's poisson: -93.9657 valid_0's tweedie: 54.338
[67] valid_0's poisson: -94.048 valid_0's tweedie: 54.31
[68] valid_0's poisson: -94.1305 valid_0's tweedie: 54.2818
[69] valid_0's poisson: -94.2121 valid_0's tweedie: 54.2539
[70] valid_0's poisson: -94.2926 valid_0's tweedie: 54.2264
[71] valid_0's poisson: -94.3736 valid_0's tweedie: 54.1988
[72] valid_0's poisson: -94.4536 valid_0's tweedie: 54.1714
[73] valid_0's poisson: -94.5332 valid_0's tweedie: 54.1443
[74] valid_0's poisson: -94.6117 valid_0's tweedie: 54.1174
[75] valid_0's poisson: -94.6896 valid_0's tweedie: 54.0907
[76] valid_0's poisson: -94.767 valid_0's tweedie: 54.0642
[77] valid_0's poisson: -94.8437 valid_0's tweedie: 54.0379
[78] valid_0's poisson: -94.9201 valid_0's tweedie: 54.0117
[79] valid_0's poisson: -94.9957 valid_0's tweedie: 53.9858
[80] valid_0's poisson: -95.072 valid_0's tweedie: 53.9597
[81] valid_0's poisson: -95.1467 valid_0's tweedie: 53.9341
[82] valid_0's poisson: -95.2203 valid_0's tweedie: 53.9088
[83] valid_0's poisson: -95.2939 valid_0's tweedie: 53.8835
[84] valid_0's poisson: -95.3665 valid_0's tweedie: 53.8586
[85] valid_0's poisson: -95.4404 valid_0's tweedie: 53.8333
[86] valid_0's poisson: -95.5121 valid_0's tweedie: 53.8086
[87] valid_0's poisson: -95.5841 valid_0's tweedie: 53.7838
[88] valid_0's poisson: -95.6566 valid_0's tweedie: 53.759
[89] valid_0's poisson: -95.7269 valid_0's tweedie: 53.7348
[90] valid_0's poisson: -95.7967 valid_0's tweedie: 53.7108
[91] valid_0's poisson: -95.866 valid_0's tweedie: 53.6869
[92] valid_0's poisson: -95.9369 valid_0's tweedie: 53.6625
[93] valid_0's poisson: -96.0053 valid_0's tweedie: 53.6389
[94] valid_0's poisson: -96.0751 valid_0's tweedie: 53.615
[95] valid_0's poisson: -96.1426 valid_0's tweedie: 53.5917
[96] valid_0's poisson: -96.2115 valid_0's tweedie: 53.568
[97] valid_0's poisson: -96.2782 valid_0's tweedie: 53.545
[98] valid_0's poisson: -96.3444 valid_0's tweedie: 53.5221
[99] valid_0's poisson: -96.4129 valid_0's tweedie: 53.4986
[100] valid_0's poisson: -96.4782 valid_0's tweedie: 53.476
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=0.00390625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.3 valid_0's tweedie: 56.6087
[2] valid_0's poisson: -87.4253 valid_0's tweedie: 56.566
[3] valid_0's poisson: -87.5498 valid_0's tweedie: 56.5235
[4] valid_0's poisson: -87.6735 valid_0's tweedie: 56.4813
[5] valid_0's poisson: -87.7963 valid_0's tweedie: 56.4394
[6] valid_0's poisson: -87.9184 valid_0's tweedie: 56.3977
[7] valid_0's poisson: -88.0398 valid_0's tweedie: 56.3564
[8] valid_0's poisson: -88.1603 valid_0's tweedie: 56.3153
[9] valid_0's poisson: -88.2801 valid_0's tweedie: 56.2744
[10] valid_0's poisson: -88.3991 valid_0's tweedie: 56.2339
[11] valid_0's poisson: -88.5177 valid_0's tweedie: 56.1935
[12] valid_0's poisson: -88.6351 valid_0's tweedie: 56.1535
[13] valid_0's poisson: -88.7522 valid_0's tweedie: 56.1136
[14] valid_0's poisson: -88.8682 valid_0's tweedie: 56.074
[15] valid_0's poisson: -88.9838 valid_0's tweedie: 56.0347
[16] valid_0's poisson: -89.0983 valid_0's tweedie: 55.9957
[17] valid_0's poisson: -89.2129 valid_0's tweedie: 55.9566
[18] valid_0's poisson: -89.3267 valid_0's tweedie: 55.9179
[19] valid_0's poisson: -89.4399 valid_0's tweedie: 55.8794
[20] valid_0's poisson: -89.5522 valid_0's tweedie: 55.8411
[21] valid_0's poisson: -89.6639 valid_0's tweedie: 55.8031
[22] valid_0's poisson: -89.7748 valid_0's tweedie: 55.7654
[23] valid_0's poisson: -89.8851 valid_0's tweedie: 55.7278
[24] valid_0's poisson: -89.9945 valid_0's tweedie: 55.6906
[25] valid_0's poisson: -90.1036 valid_0's tweedie: 55.6535
[26] valid_0's poisson: -90.2116 valid_0's tweedie: 55.6167
[27] valid_0's poisson: -90.3191 valid_0's tweedie: 55.5801
[28] valid_0's poisson: -90.4258 valid_0's tweedie: 55.5438
[29] valid_0's poisson: -90.5315 valid_0's tweedie: 55.5079
[30] valid_0's poisson: -90.6366 valid_0's tweedie: 55.4721
[31] valid_0's poisson: -90.7411 valid_0's tweedie: 55.4366
[32] valid_0's poisson: -90.845 valid_0's tweedie: 55.4012
[33] valid_0's poisson: -90.9481 valid_0's tweedie: 55.3661
[34] valid_0's poisson: -91.0505 valid_0's tweedie: 55.3313
[35] valid_0's poisson: -91.1523 valid_0's tweedie: 55.2967
[36] valid_0's poisson: -91.2533 valid_0's tweedie: 55.2623
[37] valid_0's poisson: -91.354 valid_0's tweedie: 55.2281
[38] valid_0's poisson: -91.4537 valid_0's tweedie: 55.1942
[39] valid_0's poisson: -91.5528 valid_0's tweedie: 55.1604
[40] valid_0's poisson: -91.6513 valid_0's tweedie: 55.127
[41] valid_0's poisson: -91.7491 valid_0's tweedie: 55.0937
[42] valid_0's poisson: -91.8466 valid_0's tweedie: 55.0605
[43] valid_0's poisson: -91.9429 valid_0's tweedie: 55.0277
[44] valid_0's poisson: -92.0388 valid_0's tweedie: 54.995
[45] valid_0's poisson: -92.1342 valid_0's tweedie: 54.9626
[46] valid_0's poisson: -92.2289 valid_0's tweedie: 54.9303
[47] valid_0's poisson: -92.3231 valid_0's tweedie: 54.8983
[48] valid_0's poisson: -92.4163 valid_0's tweedie: 54.8665
[49] valid_0's poisson: -92.5092 valid_0's tweedie: 54.8349
[50] valid_0's poisson: -92.6015 valid_0's tweedie: 54.8035
[51] valid_0's poisson: -92.6931 valid_0's tweedie: 54.7722
[52] valid_0's poisson: -92.7847 valid_0's tweedie: 54.741
[53] valid_0's poisson: -92.8752 valid_0's tweedie: 54.7102
[54] valid_0's poisson: -92.9653 valid_0's tweedie: 54.6795
[55] valid_0's poisson: -93.0544 valid_0's tweedie: 54.6492
[56] valid_0's poisson: -93.1436 valid_0's tweedie: 54.6187
[57] valid_0's poisson: -93.2316 valid_0's tweedie: 54.5887
[58] valid_0's poisson: -93.3194 valid_0's tweedie: 54.5588
[59] valid_0's poisson: -93.4067 valid_0's tweedie: 54.529
[60] valid_0's poisson: -93.4932 valid_0's tweedie: 54.4995
[61] valid_0's poisson: -93.5782 valid_0's tweedie: 54.4705
[62] valid_0's poisson: -93.6626 valid_0's tweedie: 54.4417
[63] valid_0's poisson: -93.747 valid_0's tweedie: 54.4129
[64] valid_0's poisson: -93.8305 valid_0's tweedie: 54.3844
[65] valid_0's poisson: -93.9127 valid_0's tweedie: 54.3563
[66] valid_0's poisson: -93.9957 valid_0's tweedie: 54.3279
[67] valid_0's poisson: -94.078 valid_0's tweedie: 54.2998
[68] valid_0's poisson: -94.1596 valid_0's tweedie: 54.2719
[69] valid_0's poisson: -94.2397 valid_0's tweedie: 54.2446
[70] valid_0's poisson: -94.32 valid_0's tweedie: 54.2171
[71] valid_0's poisson: -94.4001 valid_0's tweedie: 54.1897
[72] valid_0's poisson: -94.48 valid_0's tweedie: 54.1624
[73] valid_0's poisson: -94.558 valid_0's tweedie: 54.1357
[74] valid_0's poisson: -94.6365 valid_0's tweedie: 54.1088
[75] valid_0's poisson: -94.7134 valid_0's tweedie: 54.0825
[76] valid_0's poisson: -94.7913 valid_0's tweedie: 54.0558
[77] valid_0's poisson: -94.8684 valid_0's tweedie: 54.0294
[78] valid_0's poisson: -94.9444 valid_0's tweedie: 54.0034
[79] valid_0's poisson: -95.0202 valid_0's tweedie: 53.9774
[80] valid_0's poisson: -95.0946 valid_0's tweedie: 53.9519
[81] valid_0's poisson: -95.1692 valid_0's tweedie: 53.9263
[82] valid_0's poisson: -95.2427 valid_0's tweedie: 53.9011
[83] valid_0's poisson: -95.3164 valid_0's tweedie: 53.8758
[84] valid_0's poisson: -95.389 valid_0's tweedie: 53.8509
[85] valid_0's poisson: -95.4628 valid_0's tweedie: 53.8256
[86] valid_0's poisson: -95.5353 valid_0's tweedie: 53.8007
[87] valid_0's poisson: -95.6071 valid_0's tweedie: 53.776
[88] valid_0's poisson: -95.6777 valid_0's tweedie: 53.7518
[89] valid_0's poisson: -95.7497 valid_0's tweedie: 53.727
[90] valid_0's poisson: -95.8206 valid_0's tweedie: 53.7027
[91] valid_0's poisson: -95.8909 valid_0's tweedie: 53.6785
[92] valid_0's poisson: -95.9598 valid_0's tweedie: 53.6548
[93] valid_0's poisson: -96.0297 valid_0's tweedie: 53.6308
[94] valid_0's poisson: -96.0995 valid_0's tweedie: 53.6068
[95] valid_0's poisson: -96.1678 valid_0's tweedie: 53.5833
[96] valid_0's poisson: -96.235 valid_0's tweedie: 53.5601
[97] valid_0's poisson: -96.3031 valid_0's tweedie: 53.5366
[98] valid_0's poisson: -96.3712 valid_0's tweedie: 53.5132
[99] valid_0's poisson: -96.4382 valid_0's tweedie: 53.4901
[100] valid_0's poisson: -96.5043 valid_0's tweedie: 53.4673
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=0.00390625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2954 valid_0's tweedie: 56.6103
[2] valid_0's poisson: -87.4204 valid_0's tweedie: 56.5677
[3] valid_0's poisson: -87.5446 valid_0's tweedie: 56.5254
[4] valid_0's poisson: -87.6683 valid_0's tweedie: 56.4832
[5] valid_0's poisson: -87.7909 valid_0's tweedie: 56.4414
[6] valid_0's poisson: -87.913 valid_0's tweedie: 56.3998
[7] valid_0's poisson: -88.0343 valid_0's tweedie: 56.3585
[8] valid_0's poisson: -88.1546 valid_0's tweedie: 56.3175
[9] valid_0's poisson: -88.2743 valid_0's tweedie: 56.2767
[10] valid_0's poisson: -88.3933 valid_0's tweedie: 56.2362
[11] valid_0's poisson: -88.5113 valid_0's tweedie: 56.196
[12] valid_0's poisson: -88.6288 valid_0's tweedie: 56.156
[13] valid_0's poisson: -88.7455 valid_0's tweedie: 56.1163
[14] valid_0's poisson: -88.8615 valid_0's tweedie: 56.0769
[15] valid_0's poisson: -88.9766 valid_0's tweedie: 56.0377
[16] valid_0's poisson: -89.0911 valid_0's tweedie: 55.9988
[17] valid_0's poisson: -89.2048 valid_0's tweedie: 55.9601
[18] valid_0's poisson: -89.3178 valid_0's tweedie: 55.9217
[19] valid_0's poisson: -89.4301 valid_0's tweedie: 55.8835
[20] valid_0's poisson: -89.5423 valid_0's tweedie: 55.8453
[21] valid_0's poisson: -89.654 valid_0's tweedie: 55.8073
[22] valid_0's poisson: -89.7647 valid_0's tweedie: 55.7697
[23] valid_0's poisson: -89.875 valid_0's tweedie: 55.7322
[24] valid_0's poisson: -89.9843 valid_0's tweedie: 55.695
[25] valid_0's poisson: -90.093 valid_0's tweedie: 55.6581
[26] valid_0's poisson: -90.2011 valid_0's tweedie: 55.6214
[27] valid_0's poisson: -90.3084 valid_0's tweedie: 55.5849
[28] valid_0's poisson: -90.415 valid_0's tweedie: 55.5487
[29] valid_0's poisson: -90.5209 valid_0's tweedie: 55.5127
[30] valid_0's poisson: -90.6261 valid_0's tweedie: 55.477
[31] valid_0's poisson: -90.7311 valid_0's tweedie: 55.4413
[32] valid_0's poisson: -90.835 valid_0's tweedie: 55.406
[33] valid_0's poisson: -90.9382 valid_0's tweedie: 55.3709
[34] valid_0's poisson: -91.0412 valid_0's tweedie: 55.3359
[35] valid_0's poisson: -91.143 valid_0's tweedie: 55.3013
[36] valid_0's poisson: -91.2447 valid_0's tweedie: 55.2668
[37] valid_0's poisson: -91.3455 valid_0's tweedie: 55.2325
[38] valid_0's poisson: -91.4455 valid_0's tweedie: 55.1986
[39] valid_0's poisson: -91.545 valid_0's tweedie: 55.1647
[40] valid_0's poisson: -91.6438 valid_0's tweedie: 55.1312
[41] valid_0's poisson: -91.742 valid_0's tweedie: 55.0978
[42] valid_0's poisson: -91.8395 valid_0's tweedie: 55.0647
[43] valid_0's poisson: -91.9357 valid_0's tweedie: 55.032
[44] valid_0's poisson: -92.0313 valid_0's tweedie: 54.9995
[45] valid_0's poisson: -92.1272 valid_0's tweedie: 54.9669
[46] valid_0's poisson: -92.2214 valid_0's tweedie: 54.9349
[47] valid_0's poisson: -92.3162 valid_0's tweedie: 54.9026
[48] valid_0's poisson: -92.4097 valid_0's tweedie: 54.8709
[49] valid_0's poisson: -92.5026 valid_0's tweedie: 54.8393
[50] valid_0's poisson: -92.5952 valid_0's tweedie: 54.8078
[51] valid_0's poisson: -92.6871 valid_0's tweedie: 54.7765
[52] valid_0's poisson: -92.7786 valid_0's tweedie: 54.7454
[53] valid_0's poisson: -92.8691 valid_0's tweedie: 54.7146
[54] valid_0's poisson: -92.9593 valid_0's tweedie: 54.6839
[55] valid_0's poisson: -93.0486 valid_0's tweedie: 54.6535
[56] valid_0's poisson: -93.1375 valid_0's tweedie: 54.6232
[57] valid_0's poisson: -93.2258 valid_0's tweedie: 54.5931
[58] valid_0's poisson: -93.3134 valid_0's tweedie: 54.5633
[59] valid_0's poisson: -93.4007 valid_0's tweedie: 54.5336
[60] valid_0's poisson: -93.4871 valid_0's tweedie: 54.5041
[61] valid_0's poisson: -93.5731 valid_0's tweedie: 54.4748
[62] valid_0's poisson: -93.6594 valid_0's tweedie: 54.4455
[63] valid_0's poisson: -93.7449 valid_0's tweedie: 54.4163
[64] valid_0's poisson: -93.8291 valid_0's tweedie: 54.3876
[65] valid_0's poisson: -93.9137 valid_0's tweedie: 54.3588
[66] valid_0's poisson: -93.9974 valid_0's tweedie: 54.3303
[67] valid_0's poisson: -94.0799 valid_0's tweedie: 54.3022
[68] valid_0's poisson: -94.162 valid_0's tweedie: 54.2741
[69] valid_0's poisson: -94.2445 valid_0's tweedie: 54.2461
[70] valid_0's poisson: -94.3267 valid_0's tweedie: 54.218
[71] valid_0's poisson: -94.4058 valid_0's tweedie: 54.191
[72] valid_0's poisson: -94.4842 valid_0's tweedie: 54.1642
[73] valid_0's poisson: -94.5644 valid_0's tweedie: 54.1368
[74] valid_0's poisson: -94.6419 valid_0's tweedie: 54.1103
[75] valid_0's poisson: -94.7188 valid_0's tweedie: 54.084
[76] valid_0's poisson: -94.7979 valid_0's tweedie: 54.057
[77] valid_0's poisson: -94.8739 valid_0's tweedie: 54.031
[78] valid_0's poisson: -94.9492 valid_0's tweedie: 54.0052
[79] valid_0's poisson: -95.0269 valid_0's tweedie: 53.9787
[80] valid_0's poisson: -95.101 valid_0's tweedie: 53.9534
[81] valid_0's poisson: -95.1767 valid_0's tweedie: 53.9275
[82] valid_0's poisson: -95.2498 valid_0's tweedie: 53.9024
[83] valid_0's poisson: -95.3256 valid_0's tweedie: 53.8765
[84] valid_0's poisson: -95.3977 valid_0's tweedie: 53.8518
[85] valid_0's poisson: -95.4698 valid_0's tweedie: 53.8271
[86] valid_0's poisson: -95.543 valid_0's tweedie: 53.802
[87] valid_0's poisson: -95.6165 valid_0's tweedie: 53.7768
[88] valid_0's poisson: -95.6868 valid_0's tweedie: 53.7527
[89] valid_0's poisson: -95.7592 valid_0's tweedie: 53.7279
[90] valid_0's poisson: -95.8288 valid_0's tweedie: 53.704
[91] valid_0's poisson: -95.9011 valid_0's tweedie: 53.6792
[92] valid_0's poisson: -95.9698 valid_0's tweedie: 53.6556
[93] valid_0's poisson: -96.0378 valid_0's tweedie: 53.6322
[94] valid_0's poisson: -96.1074 valid_0's tweedie: 53.6083
[95] valid_0's poisson: -96.1753 valid_0's tweedie: 53.5849
[96] valid_0's poisson: -96.2452 valid_0's tweedie: 53.561
[97] valid_0's poisson: -96.3121 valid_0's tweedie: 53.5379
[98] valid_0's poisson: -96.3799 valid_0's tweedie: 53.5147
[99] valid_0's poisson: -96.4475 valid_0's tweedie: 53.4914
[100] valid_0's poisson: -96.5125 valid_0's tweedie: 53.469
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=0.00390625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.3024 valid_0's tweedie: 56.6079
[2] valid_0's poisson: -87.428 valid_0's tweedie: 56.565
[3] valid_0's poisson: -87.5528 valid_0's tweedie: 56.5224
[4] valid_0's poisson: -87.6768 valid_0's tweedie: 56.4801
[5] valid_0's poisson: -87.7999 valid_0's tweedie: 56.4381
[6] valid_0's poisson: -87.9223 valid_0's tweedie: 56.3963
[7] valid_0's poisson: -88.0439 valid_0's tweedie: 56.3548
[8] valid_0's poisson: -88.1647 valid_0's tweedie: 56.3136
[9] valid_0's poisson: -88.2847 valid_0's tweedie: 56.2727
[10] valid_0's poisson: -88.4045 valid_0's tweedie: 56.2319
[11] valid_0's poisson: -88.5236 valid_0's tweedie: 56.1913
[12] valid_0's poisson: -88.6419 valid_0's tweedie: 56.1509
[13] valid_0's poisson: -88.7595 valid_0's tweedie: 56.1109
[14] valid_0's poisson: -88.8762 valid_0's tweedie: 56.0711
[15] valid_0's poisson: -88.9922 valid_0's tweedie: 56.0316
[16] valid_0's poisson: -89.1075 valid_0's tweedie: 55.9923
[17] valid_0's poisson: -89.222 valid_0's tweedie: 55.9533
[18] valid_0's poisson: -89.3358 valid_0's tweedie: 55.9145
[19] valid_0's poisson: -89.4488 valid_0's tweedie: 55.876
[20] valid_0's poisson: -89.5617 valid_0's tweedie: 55.8376
[21] valid_0's poisson: -89.6739 valid_0's tweedie: 55.7994
[22] valid_0's poisson: -89.7854 valid_0's tweedie: 55.7614
[23] valid_0's poisson: -89.8962 valid_0's tweedie: 55.7237
[24] valid_0's poisson: -90.0056 valid_0's tweedie: 55.6865
[25] valid_0's poisson: -90.1149 valid_0's tweedie: 55.6493
[26] valid_0's poisson: -90.2235 valid_0's tweedie: 55.6123
[27] valid_0's poisson: -90.3314 valid_0's tweedie: 55.5756
[28] valid_0's poisson: -90.4386 valid_0's tweedie: 55.5391
[29] valid_0's poisson: -90.545 valid_0's tweedie: 55.5029
[30] valid_0's poisson: -90.6503 valid_0's tweedie: 55.4671
[31] valid_0's poisson: -90.7552 valid_0's tweedie: 55.4314
[32] valid_0's poisson: -90.8596 valid_0's tweedie: 55.3958
[33] valid_0's poisson: -90.9633 valid_0's tweedie: 55.3605
[34] valid_0's poisson: -91.0662 valid_0's tweedie: 55.3255
[35] valid_0's poisson: -91.1685 valid_0's tweedie: 55.2907
[36] valid_0's poisson: -91.2699 valid_0's tweedie: 55.2562
[37] valid_0's poisson: -91.371 valid_0's tweedie: 55.2218
[38] valid_0's poisson: -91.471 valid_0's tweedie: 55.1877
[39] valid_0's poisson: -91.5704 valid_0's tweedie: 55.1539
[40] valid_0's poisson: -91.6694 valid_0's tweedie: 55.1202
[41] valid_0's poisson: -91.7675 valid_0's tweedie: 55.0868
[42] valid_0's poisson: -91.8652 valid_0's tweedie: 55.0536
[43] valid_0's poisson: -91.9621 valid_0's tweedie: 55.0206
[44] valid_0's poisson: -92.0587 valid_0's tweedie: 54.9877
[45] valid_0's poisson: -92.1543 valid_0's tweedie: 54.9552
[46] valid_0's poisson: -92.2498 valid_0's tweedie: 54.9227
[47] valid_0's poisson: -92.3441 valid_0's tweedie: 54.8906
[48] valid_0's poisson: -92.4385 valid_0's tweedie: 54.8585
[49] valid_0's poisson: -92.5317 valid_0's tweedie: 54.8267
[50] valid_0's poisson: -92.6247 valid_0's tweedie: 54.7951
[51] valid_0's poisson: -92.7166 valid_0's tweedie: 54.7638
[52] valid_0's poisson: -92.809 valid_0's tweedie: 54.7324
[53] valid_0's poisson: -92.8998 valid_0's tweedie: 54.7014
[54] valid_0's poisson: -92.9908 valid_0's tweedie: 54.6705
[55] valid_0's poisson: -93.0804 valid_0's tweedie: 54.6399
[56] valid_0's poisson: -93.1702 valid_0's tweedie: 54.6094
[57] valid_0's poisson: -93.2586 valid_0's tweedie: 54.5792
[58] valid_0's poisson: -93.3473 valid_0's tweedie: 54.549
[59] valid_0's poisson: -93.4346 valid_0's tweedie: 54.5193
[60] valid_0's poisson: -93.5218 valid_0's tweedie: 54.4896
[61] valid_0's poisson: -93.609 valid_0's tweedie: 54.4599
[62] valid_0's poisson: -93.6944 valid_0's tweedie: 54.4307
[63] valid_0's poisson: -93.78 valid_0's tweedie: 54.4016
[64] valid_0's poisson: -93.8648 valid_0's tweedie: 54.3726
[65] valid_0's poisson: -93.9496 valid_0's tweedie: 54.3437
[66] valid_0's poisson: -94.0341 valid_0's tweedie: 54.315
[67] valid_0's poisson: -94.117 valid_0's tweedie: 54.2867
[68] valid_0's poisson: -94.2003 valid_0's tweedie: 54.2583
[69] valid_0's poisson: -94.2824 valid_0's tweedie: 54.2302
[70] valid_0's poisson: -94.3645 valid_0's tweedie: 54.2022
[71] valid_0's poisson: -94.4456 valid_0's tweedie: 54.1745
[72] valid_0's poisson: -94.5269 valid_0's tweedie: 54.1468
[73] valid_0's poisson: -94.6067 valid_0's tweedie: 54.1195
[74] valid_0's poisson: -94.6868 valid_0's tweedie: 54.0922
[75] valid_0's poisson: -94.7656 valid_0's tweedie: 54.0653
[76] valid_0's poisson: -94.8447 valid_0's tweedie: 54.0383
[77] valid_0's poisson: -94.9224 valid_0's tweedie: 54.0117
[78] valid_0's poisson: -94.9999 valid_0's tweedie: 53.9852
[79] valid_0's poisson: -95.0766 valid_0's tweedie: 53.9589
[80] valid_0's poisson: -95.1519 valid_0's tweedie: 53.9331
[81] valid_0's poisson: -95.2285 valid_0's tweedie: 53.9069
[82] valid_0's poisson: -95.3028 valid_0's tweedie: 53.8815
[83] valid_0's poisson: -95.3765 valid_0's tweedie: 53.8561
[84] valid_0's poisson: -95.451 valid_0's tweedie: 53.8306
[85] valid_0's poisson: -95.5238 valid_0's tweedie: 53.8056
[86] valid_0's poisson: -95.5979 valid_0's tweedie: 53.7803
[87] valid_0's poisson: -95.6695 valid_0's tweedie: 53.7557
[88] valid_0's poisson: -95.7408 valid_0's tweedie: 53.7312
[89] valid_0's poisson: -95.8137 valid_0's tweedie: 53.7062
[90] valid_0's poisson: -95.8839 valid_0's tweedie: 53.6821
[91] valid_0's poisson: -95.9535 valid_0's tweedie: 53.6581
[92] valid_0's poisson: -96.0243 valid_0's tweedie: 53.6338
[93] valid_0's poisson: -96.0933 valid_0's tweedie: 53.61
[94] valid_0's poisson: -96.1635 valid_0's tweedie: 53.5859
[95] valid_0's poisson: -96.2329 valid_0's tweedie: 53.5621
[96] valid_0's poisson: -96.3003 valid_0's tweedie: 53.5389
[97] valid_0's poisson: -96.3689 valid_0's tweedie: 53.5153
[98] valid_0's poisson: -96.4354 valid_0's tweedie: 53.4924
[99] valid_0's poisson: -96.5038 valid_0's tweedie: 53.4689
[100] valid_0's poisson: -96.57 valid_0's tweedie: 53.446
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=0.00390625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.2894 valid_0's tweedie: 56.6124
[2] valid_0's poisson: -87.4143 valid_0's tweedie: 56.5699
[3] valid_0's poisson: -87.5385 valid_0's tweedie: 56.5276
[4] valid_0's poisson: -87.6618 valid_0's tweedie: 56.4856
[5] valid_0's poisson: -87.7844 valid_0's tweedie: 56.4438
[6] valid_0's poisson: -87.9061 valid_0's tweedie: 56.4024
[7] valid_0's poisson: -88.0271 valid_0's tweedie: 56.3612
[8] valid_0's poisson: -88.1473 valid_0's tweedie: 56.3203
[9] valid_0's poisson: -88.2667 valid_0's tweedie: 56.2797
[10] valid_0's poisson: -88.3854 valid_0's tweedie: 56.2393
[11] valid_0's poisson: -88.5032 valid_0's tweedie: 56.1992
[12] valid_0's poisson: -88.6204 valid_0's tweedie: 56.1594
[13] valid_0's poisson: -88.7368 valid_0's tweedie: 56.1198
[14] valid_0's poisson: -88.8524 valid_0's tweedie: 56.0805
[15] valid_0's poisson: -88.9673 valid_0's tweedie: 56.0414
[16] valid_0's poisson: -89.0815 valid_0's tweedie: 56.0025
[17] valid_0's poisson: -89.1946 valid_0's tweedie: 55.9641
[18] valid_0's poisson: -89.3071 valid_0's tweedie: 55.9258
[19] valid_0's poisson: -89.4188 valid_0's tweedie: 55.8879
[20] valid_0's poisson: -89.5301 valid_0's tweedie: 55.8501
[21] valid_0's poisson: -89.6411 valid_0's tweedie: 55.8123
[22] valid_0's poisson: -89.7519 valid_0's tweedie: 55.7747
[23] valid_0's poisson: -89.8615 valid_0's tweedie: 55.7374
[24] valid_0's poisson: -89.9706 valid_0's tweedie: 55.7004
[25] valid_0's poisson: -90.0789 valid_0's tweedie: 55.6636
[26] valid_0's poisson: -90.1867 valid_0's tweedie: 55.627
[27] valid_0's poisson: -90.2939 valid_0's tweedie: 55.5906
[28] valid_0's poisson: -90.4 valid_0's tweedie: 55.5545
[29] valid_0's poisson: -90.5057 valid_0's tweedie: 55.5186
[30] valid_0's poisson: -90.6105 valid_0's tweedie: 55.483
[31] valid_0's poisson: -90.7149 valid_0's tweedie: 55.4475
[32] valid_0's poisson: -90.8184 valid_0's tweedie: 55.4124
[33] valid_0's poisson: -90.9213 valid_0's tweedie: 55.3774
[34] valid_0's poisson: -91.0234 valid_0's tweedie: 55.3427
[35] valid_0's poisson: -91.1248 valid_0's tweedie: 55.3083
[36] valid_0's poisson: -91.2257 valid_0's tweedie: 55.274
[37] valid_0's poisson: -91.3254 valid_0's tweedie: 55.2401
[38] valid_0's poisson: -91.4251 valid_0's tweedie: 55.2062
[39] valid_0's poisson: -91.5235 valid_0's tweedie: 55.1728
[40] valid_0's poisson: -91.6218 valid_0's tweedie: 55.1394
[41] valid_0's poisson: -91.7195 valid_0's tweedie: 55.1062
[42] valid_0's poisson: -91.8168 valid_0's tweedie: 55.0731
[43] valid_0's poisson: -91.9132 valid_0's tweedie: 55.0403
[44] valid_0's poisson: -92.0092 valid_0's tweedie: 55.0077
[45] valid_0's poisson: -92.1041 valid_0's tweedie: 54.9755
[46] valid_0's poisson: -92.1987 valid_0's tweedie: 54.9433
[47] valid_0's poisson: -92.2925 valid_0's tweedie: 54.9114
[48] valid_0's poisson: -92.3856 valid_0's tweedie: 54.8798
[49] valid_0's poisson: -92.4784 valid_0's tweedie: 54.8482
[50] valid_0's poisson: -92.5705 valid_0's tweedie: 54.8169
[51] valid_0's poisson: -92.6625 valid_0's tweedie: 54.7857
[52] valid_0's poisson: -92.7534 valid_0's tweedie: 54.7548
[53] valid_0's poisson: -92.8433 valid_0's tweedie: 54.7242
[54] valid_0's poisson: -92.9334 valid_0's tweedie: 54.6935
[55] valid_0's poisson: -93.0225 valid_0's tweedie: 54.6632
[56] valid_0's poisson: -93.1114 valid_0's tweedie: 54.633
[57] valid_0's poisson: -93.1992 valid_0's tweedie: 54.6031
[58] valid_0's poisson: -93.2869 valid_0's tweedie: 54.5733
[59] valid_0's poisson: -93.3739 valid_0's tweedie: 54.5437
[60] valid_0's poisson: -93.4601 valid_0's tweedie: 54.5144
[61] valid_0's poisson: -93.5465 valid_0's tweedie: 54.485
[62] valid_0's poisson: -93.6313 valid_0's tweedie: 54.4561
[63] valid_0's poisson: -93.716 valid_0's tweedie: 54.4273
[64] valid_0's poisson: -93.8001 valid_0's tweedie: 54.3986
[65] valid_0's poisson: -93.8841 valid_0's tweedie: 54.37
[66] valid_0's poisson: -93.9669 valid_0's tweedie: 54.3418
[67] valid_0's poisson: -94.0496 valid_0's tweedie: 54.3137
[68] valid_0's poisson: -94.1317 valid_0's tweedie: 54.2857
[69] valid_0's poisson: -94.2128 valid_0's tweedie: 54.258
[70] valid_0's poisson: -94.2936 valid_0's tweedie: 54.2305
[71] valid_0's poisson: -94.3741 valid_0's tweedie: 54.203
[72] valid_0's poisson: -94.4539 valid_0's tweedie: 54.1758
[73] valid_0's poisson: -94.5334 valid_0's tweedie: 54.1487
[74] valid_0's poisson: -94.6128 valid_0's tweedie: 54.1217
[75] valid_0's poisson: -94.6912 valid_0's tweedie: 54.0949
[76] valid_0's poisson: -94.7691 valid_0's tweedie: 54.0683
[77] valid_0's poisson: -94.8469 valid_0's tweedie: 54.0418
[78] valid_0's poisson: -94.9244 valid_0's tweedie: 54.0153
[79] valid_0's poisson: -95.0015 valid_0's tweedie: 53.9889
[80] valid_0's poisson: -95.0779 valid_0's tweedie: 53.9628
[81] valid_0's poisson: -95.1537 valid_0's tweedie: 53.9369
[82] valid_0's poisson: -95.2292 valid_0's tweedie: 53.9111
[83] valid_0's poisson: -95.304 valid_0's tweedie: 53.8855
[84] valid_0's poisson: -95.3785 valid_0's tweedie: 53.86
[85] valid_0's poisson: -95.4523 valid_0's tweedie: 53.8348
[86] valid_0's poisson: -95.5259 valid_0's tweedie: 53.8096
[87] valid_0's poisson: -95.5989 valid_0's tweedie: 53.7846
[88] valid_0's poisson: -95.6715 valid_0's tweedie: 53.7597
[89] valid_0's poisson: -95.7439 valid_0's tweedie: 53.7349
[90] valid_0's poisson: -95.8154 valid_0's tweedie: 53.7104
[91] valid_0's poisson: -95.8866 valid_0's tweedie: 53.686
[92] valid_0's poisson: -95.9574 valid_0's tweedie: 53.6617
[93] valid_0's poisson: -96.0278 valid_0's tweedie: 53.6376
[94] valid_0's poisson: -96.0977 valid_0's tweedie: 53.6137
[95] valid_0's poisson: -96.167 valid_0's tweedie: 53.5899
[96] valid_0's poisson: -96.2357 valid_0's tweedie: 53.5662
[97] valid_0's poisson: -96.3039 valid_0's tweedie: 53.5428
[98] valid_0's poisson: -96.3718 valid_0's tweedie: 53.5195
[99] valid_0's poisson: -96.4391 valid_0's tweedie: 53.4963
[100] valid_0's poisson: -96.5059 valid_0's tweedie: 53.4733
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=1, learning_rate=0.00390625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -94.5467 valid_0's tweedie: 102.35
[2] valid_0's poisson: -98.9393 valid_0's tweedie: 100.234
[3] valid_0's poisson: -101.697 valid_0's tweedie: 98.8706
[4] valid_0's poisson: -103.599 valid_0's tweedie: 97.9057
[5] valid_0's poisson: -104.836 valid_0's tweedie: 97.2581
[6] valid_0's poisson: -105.877 valid_0's tweedie: 96.709
[7] valid_0's poisson: -106.478 valid_0's tweedie: 96.3736
[8] valid_0's poisson: -107.034 valid_0's tweedie: 96.0815
[9] valid_0's poisson: -107.384 valid_0's tweedie: 95.8882
[10] valid_0's poisson: -107.671 valid_0's tweedie: 95.7359
[11] valid_0's poisson: -107.891 valid_0's tweedie: 95.6127
[12] valid_0's poisson: -108.041 valid_0's tweedie: 95.5326
[13] valid_0's poisson: -108.192 valid_0's tweedie: 95.4566
[14] valid_0's poisson: -108.359 valid_0's tweedie: 95.3652
[15] valid_0's poisson: -108.443 valid_0's tweedie: 95.3142
[16] valid_0's poisson: -108.542 valid_0's tweedie: 95.2666
[17] valid_0's poisson: -108.639 valid_0's tweedie: 95.2156
[18] valid_0's poisson: -108.668 valid_0's tweedie: 95.1981
[19] valid_0's poisson: -108.694 valid_0's tweedie: 95.1843
[20] valid_0's poisson: -108.745 valid_0's tweedie: 95.1585
[21] valid_0's poisson: -108.829 valid_0's tweedie: 95.1199
[22] valid_0's poisson: -108.861 valid_0's tweedie: 95.1056
[23] valid_0's poisson: -108.881 valid_0's tweedie: 95.0967
[24] valid_0's poisson: -108.91 valid_0's tweedie: 95.083
[25] valid_0's poisson: -108.925 valid_0's tweedie: 95.0762
[26] valid_0's poisson: -108.945 valid_0's tweedie: 95.0664
[27] valid_0's poisson: -108.997 valid_0's tweedie: 95.0434
[28] valid_0's poisson: -109.02 valid_0's tweedie: 95.0259
[29] valid_0's poisson: -109.039 valid_0's tweedie: 95.0172
[30] valid_0's poisson: -109.042 valid_0's tweedie: 95.0161
[31] valid_0's poisson: -109.082 valid_0's tweedie: 94.9988
[32] valid_0's poisson: -109.121 valid_0's tweedie: 94.9824
[33] valid_0's poisson: -109.148 valid_0's tweedie: 94.9694
[34] valid_0's poisson: -109.168 valid_0's tweedie: 94.957
[35] valid_0's poisson: -109.182 valid_0's tweedie: 94.9486
[36] valid_0's poisson: -109.204 valid_0's tweedie: 94.939
[37] valid_0's poisson: -109.214 valid_0's tweedie: 94.9345
[38] valid_0's poisson: -109.222 valid_0's tweedie: 94.9318
[39] valid_0's poisson: -109.239 valid_0's tweedie: 94.924
[40] valid_0's poisson: -109.256 valid_0's tweedie: 94.9169
[41] valid_0's poisson: -109.273 valid_0's tweedie: 94.9094
[42] valid_0's poisson: -109.276 valid_0's tweedie: 94.9085
[43] valid_0's poisson: -109.289 valid_0's tweedie: 94.9024
[44] valid_0's poisson: -109.302 valid_0's tweedie: 94.8966
[45] valid_0's poisson: -109.317 valid_0's tweedie: 94.8864
[46] valid_0's poisson: -109.33 valid_0's tweedie: 94.8812
[47] valid_0's poisson: -109.336 valid_0's tweedie: 94.8788
[48] valid_0's poisson: -109.338 valid_0's tweedie: 94.8773
[49] valid_0's poisson: -109.344 valid_0's tweedie: 94.8732
[50] valid_0's poisson: -109.356 valid_0's tweedie: 94.8686
[51] valid_0's poisson: -109.37 valid_0's tweedie: 94.8632
[52] valid_0's poisson: -109.373 valid_0's tweedie: 94.8616
[53] valid_0's poisson: -109.368 valid_0's tweedie: 94.8628
[54] valid_0's poisson: -109.37 valid_0's tweedie: 94.862
[55] valid_0's poisson: -109.372 valid_0's tweedie: 94.8612
[56] valid_0's poisson: -109.385 valid_0's tweedie: 94.8558
[57] valid_0's poisson: -109.388 valid_0's tweedie: 94.8543
[58] valid_0's poisson: -109.396 valid_0's tweedie: 94.8516
[59] valid_0's poisson: -109.398 valid_0's tweedie: 94.8507
[60] valid_0's poisson: -109.401 valid_0's tweedie: 94.8499
[61] valid_0's poisson: -109.402 valid_0's tweedie: 94.8489
[62] valid_0's poisson: -109.402 valid_0's tweedie: 94.8488
[63] valid_0's poisson: -109.404 valid_0's tweedie: 94.8475
[64] valid_0's poisson: -109.41 valid_0's tweedie: 94.8454
[65] valid_0's poisson: -109.413 valid_0's tweedie: 94.8445
[66] valid_0's poisson: -109.418 valid_0's tweedie: 94.8406
[67] valid_0's poisson: -109.423 valid_0's tweedie: 94.8388
[68] valid_0's poisson: -109.422 valid_0's tweedie: 94.8395
[69] valid_0's poisson: -109.433 valid_0's tweedie: 94.8342
[70] valid_0's poisson: -109.441 valid_0's tweedie: 94.8303
[71] valid_0's poisson: -109.444 valid_0's tweedie: 94.8276
[72] valid_0's poisson: -109.456 valid_0's tweedie: 94.8218
[73] valid_0's poisson: -109.46 valid_0's tweedie: 94.8206
[74] valid_0's poisson: -109.461 valid_0's tweedie: 94.8202
[75] valid_0's poisson: -109.463 valid_0's tweedie: 94.8195
[76] valid_0's poisson: -109.465 valid_0's tweedie: 94.8188
[77] valid_0's poisson: -109.469 valid_0's tweedie: 94.8162
[78] valid_0's poisson: -109.468 valid_0's tweedie: 94.8167
[79] valid_0's poisson: -109.469 valid_0's tweedie: 94.8165
[80] valid_0's poisson: -109.473 valid_0's tweedie: 94.8145
[81] valid_0's poisson: -109.475 valid_0's tweedie: 94.8132
[82] valid_0's poisson: -109.477 valid_0's tweedie: 94.8125
[83] valid_0's poisson: -109.478 valid_0's tweedie: 94.8117
[84] valid_0's poisson: -109.477 valid_0's tweedie: 94.8121
[85] valid_0's poisson: -109.48 valid_0's tweedie: 94.8104
[86] valid_0's poisson: -109.489 valid_0's tweedie: 94.8063
[87] valid_0's poisson: -109.488 valid_0's tweedie: 94.8067
[88] valid_0's poisson: -109.49 valid_0's tweedie: 94.8063
[89] valid_0's poisson: -109.499 valid_0's tweedie: 94.8025
[90] valid_0's poisson: -109.502 valid_0's tweedie: 94.8016
[91] valid_0's poisson: -109.501 valid_0's tweedie: 94.802
[92] valid_0's poisson: -109.497 valid_0's tweedie: 94.8034
[93] valid_0's poisson: -109.501 valid_0's tweedie: 94.8017
[94] valid_0's poisson: -109.506 valid_0's tweedie: 94.799
[95] valid_0's poisson: -109.507 valid_0's tweedie: 94.7985
[96] valid_0's poisson: -109.51 valid_0's tweedie: 94.7971
[97] valid_0's poisson: -109.512 valid_0's tweedie: 94.7961
[98] valid_0's poisson: -109.514 valid_0's tweedie: 94.7949
[99] valid_0's poisson: -109.516 valid_0's tweedie: 94.7941
[100] valid_0's poisson: -109.517 valid_0's tweedie: 94.7936
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=4, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -94.5738 valid_0's tweedie: 102.339
[2] valid_0's poisson: -98.9949 valid_0's tweedie: 100.212
[3] valid_0's poisson: -101.762 valid_0's tweedie: 98.8451
[4] valid_0's poisson: -103.829 valid_0's tweedie: 97.8138
[5] valid_0's poisson: -105.053 valid_0's tweedie: 97.1655
[6] valid_0's poisson: -105.968 valid_0's tweedie: 96.6769
[7] valid_0's poisson: -106.606 valid_0's tweedie: 96.3335
[8] valid_0's poisson: -107.138 valid_0's tweedie: 96.0398
[9] valid_0's poisson: -107.49 valid_0's tweedie: 95.8479
[10] valid_0's poisson: -107.732 valid_0's tweedie: 95.7037
[11] valid_0's poisson: -107.933 valid_0's tweedie: 95.5938
[12] valid_0's poisson: -108.105 valid_0's tweedie: 95.5021
[13] valid_0's poisson: -108.249 valid_0's tweedie: 95.4234
[14] valid_0's poisson: -108.345 valid_0's tweedie: 95.3691
[15] valid_0's poisson: -108.469 valid_0's tweedie: 95.3059
[16] valid_0's poisson: -108.544 valid_0's tweedie: 95.2687
[17] valid_0's poisson: -108.606 valid_0's tweedie: 95.2373
[18] valid_0's poisson: -108.643 valid_0's tweedie: 95.2177
[19] valid_0's poisson: -108.702 valid_0's tweedie: 95.1904
[20] valid_0's poisson: -108.786 valid_0's tweedie: 95.1515
[21] valid_0's poisson: -108.806 valid_0's tweedie: 95.1394
[22] valid_0's poisson: -108.878 valid_0's tweedie: 95.1
[23] valid_0's poisson: -108.902 valid_0's tweedie: 95.0887
[24] valid_0's poisson: -108.913 valid_0's tweedie: 95.0835
[25] valid_0's poisson: -108.946 valid_0's tweedie: 95.0695
[26] valid_0's poisson: -108.976 valid_0's tweedie: 95.0528
[27] valid_0's poisson: -109 valid_0's tweedie: 95.0415
[28] valid_0's poisson: -109.002 valid_0's tweedie: 95.0399
[29] valid_0's poisson: -109.01 valid_0's tweedie: 95.0358
[30] valid_0's poisson: -109.041 valid_0's tweedie: 95.0222
[31] valid_0's poisson: -109.072 valid_0's tweedie: 95.0033
[32] valid_0's poisson: -109.084 valid_0's tweedie: 94.9982
[33] valid_0's poisson: -109.083 valid_0's tweedie: 94.9985
[34] valid_0's poisson: -109.116 valid_0's tweedie: 94.9843
[35] valid_0's poisson: -109.135 valid_0's tweedie: 94.9731
[36] valid_0's poisson: -109.138 valid_0's tweedie: 94.9711
[37] valid_0's poisson: -109.149 valid_0's tweedie: 94.9657
[38] valid_0's poisson: -109.159 valid_0's tweedie: 94.961
[39] valid_0's poisson: -109.17 valid_0's tweedie: 94.9558
[40] valid_0's poisson: -109.191 valid_0's tweedie: 94.9465
[41] valid_0's poisson: -109.201 valid_0's tweedie: 94.9426
[42] valid_0's poisson: -109.203 valid_0's tweedie: 94.9419
[43] valid_0's poisson: -109.215 valid_0's tweedie: 94.9333
[44] valid_0's poisson: -109.228 valid_0's tweedie: 94.9275
[45] valid_0's poisson: -109.248 valid_0's tweedie: 94.9183
[46] valid_0's poisson: -109.264 valid_0's tweedie: 94.9115
[47] valid_0's poisson: -109.276 valid_0's tweedie: 94.9059
[48] valid_0's poisson: -109.298 valid_0's tweedie: 94.8969
[49] valid_0's poisson: -109.308 valid_0's tweedie: 94.8921
[50] valid_0's poisson: -109.311 valid_0's tweedie: 94.891
[51] valid_0's poisson: -109.311 valid_0's tweedie: 94.8911
[52] valid_0's poisson: -109.316 valid_0's tweedie: 94.8884
[53] valid_0's poisson: -109.332 valid_0's tweedie: 94.8811
[54] valid_0's poisson: -109.344 valid_0's tweedie: 94.8752
[55] valid_0's poisson: -109.351 valid_0's tweedie: 94.8699
[56] valid_0's poisson: -109.353 valid_0's tweedie: 94.869
[57] valid_0's poisson: -109.358 valid_0's tweedie: 94.8661
[58] valid_0's poisson: -109.372 valid_0's tweedie: 94.8602
[59] valid_0's poisson: -109.377 valid_0's tweedie: 94.8579
[60] valid_0's poisson: -109.38 valid_0's tweedie: 94.8559
[61] valid_0's poisson: -109.381 valid_0's tweedie: 94.855
[62] valid_0's poisson: -109.382 valid_0's tweedie: 94.8551
[63] valid_0's poisson: -109.394 valid_0's tweedie: 94.8499
[64] valid_0's poisson: -109.4 valid_0's tweedie: 94.8479
[65] valid_0's poisson: -109.399 valid_0's tweedie: 94.8481
[66] valid_0's poisson: -109.407 valid_0's tweedie: 94.845
[67] valid_0's poisson: -109.412 valid_0's tweedie: 94.8426
[68] valid_0's poisson: -109.415 valid_0's tweedie: 94.8412
[69] valid_0's poisson: -109.416 valid_0's tweedie: 94.8402
[70] valid_0's poisson: -109.427 valid_0's tweedie: 94.8346
[71] valid_0's poisson: -109.429 valid_0's tweedie: 94.8341
[72] valid_0's poisson: -109.437 valid_0's tweedie: 94.83
[73] valid_0's poisson: -109.437 valid_0's tweedie: 94.8302
[74] valid_0's poisson: -109.44 valid_0's tweedie: 94.829
[75] valid_0's poisson: -109.449 valid_0's tweedie: 94.8253
[76] valid_0's poisson: -109.456 valid_0's tweedie: 94.8224
[77] valid_0's poisson: -109.457 valid_0's tweedie: 94.822
[78] valid_0's poisson: -109.46 valid_0's tweedie: 94.8207
[79] valid_0's poisson: -109.467 valid_0's tweedie: 94.8171
[80] valid_0's poisson: -109.473 valid_0's tweedie: 94.8147
[81] valid_0's poisson: -109.476 valid_0's tweedie: 94.8135
[82] valid_0's poisson: -109.482 valid_0's tweedie: 94.809
[83] valid_0's poisson: -109.486 valid_0's tweedie: 94.8077
[84] valid_0's poisson: -109.492 valid_0's tweedie: 94.8053
[85] valid_0's poisson: -109.493 valid_0's tweedie: 94.8045
[86] valid_0's poisson: -109.498 valid_0's tweedie: 94.8026
[87] valid_0's poisson: -109.504 valid_0's tweedie: 94.8004
[88] valid_0's poisson: -109.51 valid_0's tweedie: 94.7976
[89] valid_0's poisson: -109.522 valid_0's tweedie: 94.7919
[90] valid_0's poisson: -109.534 valid_0's tweedie: 94.7845
[91] valid_0's poisson: -109.536 valid_0's tweedie: 94.7832
[92] valid_0's poisson: -109.535 valid_0's tweedie: 94.7838
[93] valid_0's poisson: -109.535 valid_0's tweedie: 94.7837
[94] valid_0's poisson: -109.538 valid_0's tweedie: 94.7826
[95] valid_0's poisson: -109.536 valid_0's tweedie: 94.7833
[96] valid_0's poisson: -109.541 valid_0's tweedie: 94.7816
[97] valid_0's poisson: -109.541 valid_0's tweedie: 94.7815
[98] valid_0's poisson: -109.544 valid_0's tweedie: 94.7799
[99] valid_0's poisson: -109.543 valid_0's tweedie: 94.7802
[100] valid_0's poisson: -109.546 valid_0's tweedie: 94.7792
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=4, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -94.5899 valid_0's tweedie: 102.333
[2] valid_0's poisson: -99.0077 valid_0's tweedie: 100.206
[3] valid_0's poisson: -101.834 valid_0's tweedie: 98.8152
[4] valid_0's poisson: -103.743 valid_0's tweedie: 97.8505
[5] valid_0's poisson: -105.022 valid_0's tweedie: 97.1873
[6] valid_0's poisson: -105.963 valid_0's tweedie: 96.6835
[7] valid_0's poisson: -106.671 valid_0's tweedie: 96.2981
[8] valid_0's poisson: -107.1 valid_0's tweedie: 96.0597
[9] valid_0's poisson: -107.467 valid_0's tweedie: 95.8566
[10] valid_0's poisson: -107.741 valid_0's tweedie: 95.7064
[11] valid_0's poisson: -107.91 valid_0's tweedie: 95.6114
[12] valid_0's poisson: -108.13 valid_0's tweedie: 95.4998
[13] valid_0's poisson: -108.241 valid_0's tweedie: 95.4346
[14] valid_0's poisson: -108.371 valid_0's tweedie: 95.368
[15] valid_0's poisson: -108.481 valid_0's tweedie: 95.3134
[16] valid_0's poisson: -108.532 valid_0's tweedie: 95.2822
[17] valid_0's poisson: -108.608 valid_0's tweedie: 95.2453
[18] valid_0's poisson: -108.696 valid_0's tweedie: 95.1952
[19] valid_0's poisson: -108.726 valid_0's tweedie: 95.1777
[20] valid_0's poisson: -108.772 valid_0's tweedie: 95.1527
[21] valid_0's poisson: -108.809 valid_0's tweedie: 95.1342
[22] valid_0's poisson: -108.848 valid_0's tweedie: 95.1091
[23] valid_0's poisson: -108.862 valid_0's tweedie: 95.1017
[24] valid_0's poisson: -108.885 valid_0's tweedie: 95.0897
[25] valid_0's poisson: -108.905 valid_0's tweedie: 95.08
[26] valid_0's poisson: -108.92 valid_0's tweedie: 95.0724
[27] valid_0's poisson: -108.977 valid_0's tweedie: 95.0464
[28] valid_0's poisson: -108.995 valid_0's tweedie: 95.0381
[29] valid_0's poisson: -109.01 valid_0's tweedie: 95.0268
[30] valid_0's poisson: -109.026 valid_0's tweedie: 95.0148
[31] valid_0's poisson: -109.043 valid_0's tweedie: 95.0062
[32] valid_0's poisson: -109.085 valid_0's tweedie: 94.9872
[33] valid_0's poisson: -109.092 valid_0's tweedie: 94.982
[34] valid_0's poisson: -109.115 valid_0's tweedie: 94.9724
[35] valid_0's poisson: -109.142 valid_0's tweedie: 94.9599
[36] valid_0's poisson: -109.171 valid_0's tweedie: 94.9474
[37] valid_0's poisson: -109.184 valid_0's tweedie: 94.9424
[38] valid_0's poisson: -109.206 valid_0's tweedie: 94.9333
[39] valid_0's poisson: -109.208 valid_0's tweedie: 94.932
[40] valid_0's poisson: -109.211 valid_0's tweedie: 94.9304
[41] valid_0's poisson: -109.237 valid_0's tweedie: 94.9192
[42] valid_0's poisson: -109.24 valid_0's tweedie: 94.9178
[43] valid_0's poisson: -109.255 valid_0's tweedie: 94.9113
[44] valid_0's poisson: -109.259 valid_0's tweedie: 94.909
[45] valid_0's poisson: -109.264 valid_0's tweedie: 94.9066
[46] valid_0's poisson: -109.269 valid_0's tweedie: 94.9041
[47] valid_0's poisson: -109.282 valid_0's tweedie: 94.8959
[48] valid_0's poisson: -109.289 valid_0's tweedie: 94.893
[49] valid_0's poisson: -109.292 valid_0's tweedie: 94.8918
[50] valid_0's poisson: -109.3 valid_0's tweedie: 94.8885
[51] valid_0's poisson: -109.312 valid_0's tweedie: 94.8835
[52] valid_0's poisson: -109.318 valid_0's tweedie: 94.88
[53] valid_0's poisson: -109.326 valid_0's tweedie: 94.8769
[54] valid_0's poisson: -109.344 valid_0's tweedie: 94.868
[55] valid_0's poisson: -109.346 valid_0's tweedie: 94.8673
[56] valid_0's poisson: -109.349 valid_0's tweedie: 94.8654
[57] valid_0's poisson: -109.364 valid_0's tweedie: 94.859
[58] valid_0's poisson: -109.384 valid_0's tweedie: 94.8502
[59] valid_0's poisson: -109.398 valid_0's tweedie: 94.8444
[60] valid_0's poisson: -109.402 valid_0's tweedie: 94.8417
[61] valid_0's poisson: -109.411 valid_0's tweedie: 94.8377
[62] valid_0's poisson: -109.418 valid_0's tweedie: 94.8337
[63] valid_0's poisson: -109.425 valid_0's tweedie: 94.8303
[64] valid_0's poisson: -109.428 valid_0's tweedie: 94.8291
[65] valid_0's poisson: -109.438 valid_0's tweedie: 94.8248
[66] valid_0's poisson: -109.443 valid_0's tweedie: 94.8226
[67] valid_0's poisson: -109.451 valid_0's tweedie: 94.8198
[68] valid_0's poisson: -109.456 valid_0's tweedie: 94.8176
[69] valid_0's poisson: -109.467 valid_0's tweedie: 94.8129
[70] valid_0's poisson: -109.475 valid_0's tweedie: 94.8089
[71] valid_0's poisson: -109.477 valid_0's tweedie: 94.8079
[72] valid_0's poisson: -109.487 valid_0's tweedie: 94.8036
[73] valid_0's poisson: -109.493 valid_0's tweedie: 94.8013
[74] valid_0's poisson: -109.495 valid_0's tweedie: 94.8002
[75] valid_0's poisson: -109.498 valid_0's tweedie: 94.7988
[76] valid_0's poisson: -109.495 valid_0's tweedie: 94.8004
[77] valid_0's poisson: -109.496 valid_0's tweedie: 94.7996
[78] valid_0's poisson: -109.499 valid_0's tweedie: 94.7986
[79] valid_0's poisson: -109.499 valid_0's tweedie: 94.7988
[80] valid_0's poisson: -109.526 valid_0's tweedie: 94.7875
[81] valid_0's poisson: -109.531 valid_0's tweedie: 94.7849
[82] valid_0's poisson: -109.535 valid_0's tweedie: 94.7832
[83] valid_0's poisson: -109.535 valid_0's tweedie: 94.7832
[84] valid_0's poisson: -109.541 valid_0's tweedie: 94.7809
[85] valid_0's poisson: -109.541 valid_0's tweedie: 94.7811
[86] valid_0's poisson: -109.545 valid_0's tweedie: 94.7795
[87] valid_0's poisson: -109.552 valid_0's tweedie: 94.7757
[88] valid_0's poisson: -109.552 valid_0's tweedie: 94.7757
[89] valid_0's poisson: -109.557 valid_0's tweedie: 94.7732
[90] valid_0's poisson: -109.557 valid_0's tweedie: 94.7733
[91] valid_0's poisson: -109.561 valid_0's tweedie: 94.7712
[92] valid_0's poisson: -109.562 valid_0's tweedie: 94.7706
[93] valid_0's poisson: -109.567 valid_0's tweedie: 94.7682
[94] valid_0's poisson: -109.567 valid_0's tweedie: 94.7686
[95] valid_0's poisson: -109.566 valid_0's tweedie: 94.7691
[96] valid_0's poisson: -109.58 valid_0's tweedie: 94.7627
[97] valid_0's poisson: -109.582 valid_0's tweedie: 94.762
[98] valid_0's poisson: -109.587 valid_0's tweedie: 94.7599
[99] valid_0's poisson: -109.592 valid_0's tweedie: 94.758
[100] valid_0's poisson: -109.597 valid_0's tweedie: 94.7551
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=4, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -94.6227 valid_0's tweedie: 102.314
[2] valid_0's poisson: -99.0496 valid_0's tweedie: 100.182
[3] valid_0's poisson: -101.847 valid_0's tweedie: 98.8059
[4] valid_0's poisson: -103.756 valid_0's tweedie: 97.8413
[5] valid_0's poisson: -105.062 valid_0's tweedie: 97.16
[6] valid_0's poisson: -105.961 valid_0's tweedie: 96.6757
[7] valid_0's poisson: -106.604 valid_0's tweedie: 96.3285
[8] valid_0's poisson: -107.136 valid_0's tweedie: 96.0359
[9] valid_0's poisson: -107.47 valid_0's tweedie: 95.8432
[10] valid_0's poisson: -107.73 valid_0's tweedie: 95.6989
[11] valid_0's poisson: -107.924 valid_0's tweedie: 95.5909
[12] valid_0's poisson: -108.088 valid_0's tweedie: 95.5009
[13] valid_0's poisson: -108.234 valid_0's tweedie: 95.4267
[14] valid_0's poisson: -108.364 valid_0's tweedie: 95.3588
[15] valid_0's poisson: -108.453 valid_0's tweedie: 95.3108
[16] valid_0's poisson: -108.516 valid_0's tweedie: 95.2766
[17] valid_0's poisson: -108.56 valid_0's tweedie: 95.2541
[18] valid_0's poisson: -108.611 valid_0's tweedie: 95.2282
[19] valid_0's poisson: -108.664 valid_0's tweedie: 95.1939
[20] valid_0's poisson: -108.714 valid_0's tweedie: 95.1696
[21] valid_0's poisson: -108.753 valid_0's tweedie: 95.1495
[22] valid_0's poisson: -108.802 valid_0's tweedie: 95.1259
[23] valid_0's poisson: -108.834 valid_0's tweedie: 95.1094
[24] valid_0's poisson: -108.902 valid_0's tweedie: 95.0794
[25] valid_0's poisson: -108.917 valid_0's tweedie: 95.0722
[26] valid_0's poisson: -108.925 valid_0's tweedie: 95.0673
[27] valid_0's poisson: -108.966 valid_0's tweedie: 95.0435
[28] valid_0's poisson: -109.001 valid_0's tweedie: 95.0286
[29] valid_0's poisson: -109.041 valid_0's tweedie: 95.0118
[30] valid_0's poisson: -109.053 valid_0's tweedie: 95.0052
[31] valid_0's poisson: -109.066 valid_0's tweedie: 94.9969
[32] valid_0's poisson: -109.072 valid_0's tweedie: 94.9932
[33] valid_0's poisson: -109.087 valid_0's tweedie: 94.986
[34] valid_0's poisson: -109.104 valid_0's tweedie: 94.979
[35] valid_0's poisson: -109.107 valid_0's tweedie: 94.9772
[36] valid_0's poisson: -109.115 valid_0's tweedie: 94.9713
[37] valid_0's poisson: -109.138 valid_0's tweedie: 94.9612
[38] valid_0's poisson: -109.142 valid_0's tweedie: 94.9598
[39] valid_0's poisson: -109.158 valid_0's tweedie: 94.9528
[40] valid_0's poisson: -109.16 valid_0's tweedie: 94.9522
[41] valid_0's poisson: -109.178 valid_0's tweedie: 94.9423
[42] valid_0's poisson: -109.213 valid_0's tweedie: 94.9269
[43] valid_0's poisson: -109.227 valid_0's tweedie: 94.9205
[44] valid_0's poisson: -109.245 valid_0's tweedie: 94.913
[45] valid_0's poisson: -109.272 valid_0's tweedie: 94.9011
[46] valid_0's poisson: -109.274 valid_0's tweedie: 94.9003
[47] valid_0's poisson: -109.287 valid_0's tweedie: 94.8942
[48] valid_0's poisson: -109.295 valid_0's tweedie: 94.8905
[49] valid_0's poisson: -109.313 valid_0's tweedie: 94.8799
[50] valid_0's poisson: -109.315 valid_0's tweedie: 94.8789
[51] valid_0's poisson: -109.321 valid_0's tweedie: 94.8757
[52] valid_0's poisson: -109.333 valid_0's tweedie: 94.8712
[53] valid_0's poisson: -109.342 valid_0's tweedie: 94.8666
[54] valid_0's poisson: -109.35 valid_0's tweedie: 94.8632
[55] valid_0's poisson: -109.363 valid_0's tweedie: 94.858
[56] valid_0's poisson: -109.376 valid_0's tweedie: 94.8523
[57] valid_0's poisson: -109.377 valid_0's tweedie: 94.852
[58] valid_0's poisson: -109.383 valid_0's tweedie: 94.8494
[59] valid_0's poisson: -109.398 valid_0's tweedie: 94.8413
[60] valid_0's poisson: -109.402 valid_0's tweedie: 94.8387
[61] valid_0's poisson: -109.413 valid_0's tweedie: 94.8342
[62] valid_0's poisson: -109.418 valid_0's tweedie: 94.832
[63] valid_0's poisson: -109.434 valid_0's tweedie: 94.8247
[64] valid_0's poisson: -109.45 valid_0's tweedie: 94.8185
[65] valid_0's poisson: -109.455 valid_0's tweedie: 94.8162
[66] valid_0's poisson: -109.458 valid_0's tweedie: 94.8147
[67] valid_0's poisson: -109.473 valid_0's tweedie: 94.8082
[68] valid_0's poisson: -109.478 valid_0's tweedie: 94.8061
[69] valid_0's poisson: -109.486 valid_0's tweedie: 94.803
[70] valid_0's poisson: -109.491 valid_0's tweedie: 94.8002
[71] valid_0's poisson: -109.497 valid_0's tweedie: 94.7978
[72] valid_0's poisson: -109.502 valid_0's tweedie: 94.7948
[73] valid_0's poisson: -109.51 valid_0's tweedie: 94.7914
[74] valid_0's poisson: -109.513 valid_0's tweedie: 94.7894
[75] valid_0's poisson: -109.521 valid_0's tweedie: 94.7866
[76] valid_0's poisson: -109.526 valid_0's tweedie: 94.7842
[77] valid_0's poisson: -109.529 valid_0's tweedie: 94.7833
[78] valid_0's poisson: -109.535 valid_0's tweedie: 94.78
[79] valid_0's poisson: -109.537 valid_0's tweedie: 94.7792
[80] valid_0's poisson: -109.539 valid_0's tweedie: 94.7784
[81] valid_0's poisson: -109.542 valid_0's tweedie: 94.7762
[82] valid_0's poisson: -109.545 valid_0's tweedie: 94.7751
[83] valid_0's poisson: -109.548 valid_0's tweedie: 94.7737
[84] valid_0's poisson: -109.554 valid_0's tweedie: 94.7703
[85] valid_0's poisson: -109.566 valid_0's tweedie: 94.7652
[86] valid_0's poisson: -109.565 valid_0's tweedie: 94.7657
[87] valid_0's poisson: -109.567 valid_0's tweedie: 94.765
[88] valid_0's poisson: -109.566 valid_0's tweedie: 94.7654
[89] valid_0's poisson: -109.569 valid_0's tweedie: 94.7642
[90] valid_0's poisson: -109.573 valid_0's tweedie: 94.7628
[91] valid_0's poisson: -109.577 valid_0's tweedie: 94.7608
[92] valid_0's poisson: -109.58 valid_0's tweedie: 94.7591
[93] valid_0's poisson: -109.582 valid_0's tweedie: 94.7582
[94] valid_0's poisson: -109.581 valid_0's tweedie: 94.7588
[95] valid_0's poisson: -109.585 valid_0's tweedie: 94.7568
[96] valid_0's poisson: -109.585 valid_0's tweedie: 94.7568
[97] valid_0's poisson: -109.585 valid_0's tweedie: 94.757
[98] valid_0's poisson: -109.584 valid_0's tweedie: 94.7574
[99] valid_0's poisson: -109.584 valid_0's tweedie: 94.7574
[100] valid_0's poisson: -109.583 valid_0's tweedie: 94.7577
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=4, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -94.5587 valid_0's tweedie: 102.349
[2] valid_0's poisson: -98.989 valid_0's tweedie: 100.218
[3] valid_0's poisson: -101.866 valid_0's tweedie: 98.8122
[4] valid_0's poisson: -103.734 valid_0's tweedie: 97.863
[5] valid_0's poisson: -105.048 valid_0's tweedie: 97.1754
[6] valid_0's poisson: -105.913 valid_0's tweedie: 96.7101
[7] valid_0's poisson: -106.536 valid_0's tweedie: 96.3617
[8] valid_0's poisson: -107.093 valid_0's tweedie: 96.0603
[9] valid_0's poisson: -107.448 valid_0's tweedie: 95.8641
[10] valid_0's poisson: -107.734 valid_0's tweedie: 95.7041
[11] valid_0's poisson: -107.946 valid_0's tweedie: 95.5916
[12] valid_0's poisson: -108.121 valid_0's tweedie: 95.5006
[13] valid_0's poisson: -108.286 valid_0's tweedie: 95.4135
[14] valid_0's poisson: -108.392 valid_0's tweedie: 95.356
[15] valid_0's poisson: -108.481 valid_0's tweedie: 95.2984
[16] valid_0's poisson: -108.54 valid_0's tweedie: 95.2654
[17] valid_0's poisson: -108.591 valid_0's tweedie: 95.2406
[18] valid_0's poisson: -108.649 valid_0's tweedie: 95.2045
[19] valid_0's poisson: -108.694 valid_0's tweedie: 95.1824
[20] valid_0's poisson: -108.722 valid_0's tweedie: 95.1677
[21] valid_0's poisson: -108.777 valid_0's tweedie: 95.137
[22] valid_0's poisson: -108.845 valid_0's tweedie: 95.105
[23] valid_0's poisson: -108.869 valid_0's tweedie: 95.0923
[24] valid_0's poisson: -108.906 valid_0's tweedie: 95.0762
[25] valid_0's poisson: -108.932 valid_0's tweedie: 95.0642
[26] valid_0's poisson: -108.965 valid_0's tweedie: 95.0492
[27] valid_0's poisson: -108.98 valid_0's tweedie: 95.0407
[28] valid_0's poisson: -109.002 valid_0's tweedie: 95.0296
[29] valid_0's poisson: -109.012 valid_0's tweedie: 95.0244
[30] valid_0's poisson: -109.037 valid_0's tweedie: 95.0135
[31] valid_0's poisson: -109.08 valid_0's tweedie: 94.9947
[32] valid_0's poisson: -109.12 valid_0's tweedie: 94.9768
[33] valid_0's poisson: -109.145 valid_0's tweedie: 94.9656
[34] valid_0's poisson: -109.148 valid_0's tweedie: 94.9644
[35] valid_0's poisson: -109.152 valid_0's tweedie: 94.9623
[36] valid_0's poisson: -109.172 valid_0's tweedie: 94.9482
[37] valid_0's poisson: -109.2 valid_0's tweedie: 94.9365
[38] valid_0's poisson: -109.219 valid_0's tweedie: 94.9281
[39] valid_0's poisson: -109.226 valid_0's tweedie: 94.9251
[40] valid_0's poisson: -109.234 valid_0's tweedie: 94.9197
[41] valid_0's poisson: -109.237 valid_0's tweedie: 94.9178
[42] valid_0's poisson: -109.24 valid_0's tweedie: 94.916
[43] valid_0's poisson: -109.262 valid_0's tweedie: 94.9066
[44] valid_0's poisson: -109.275 valid_0's tweedie: 94.8987
[45] valid_0's poisson: -109.284 valid_0's tweedie: 94.8945
[46] valid_0's poisson: -109.301 valid_0's tweedie: 94.8872
[47] valid_0's poisson: -109.322 valid_0's tweedie: 94.8788
[48] valid_0's poisson: -109.329 valid_0's tweedie: 94.8759
[49] valid_0's poisson: -109.33 valid_0's tweedie: 94.8753
[50] valid_0's poisson: -109.343 valid_0's tweedie: 94.868
[51] valid_0's poisson: -109.354 valid_0's tweedie: 94.8631
[52] valid_0's poisson: -109.376 valid_0's tweedie: 94.8531
[53] valid_0's poisson: -109.391 valid_0's tweedie: 94.847
[54] valid_0's poisson: -109.397 valid_0's tweedie: 94.8447
[55] valid_0's poisson: -109.406 valid_0's tweedie: 94.841
[56] valid_0's poisson: -109.412 valid_0's tweedie: 94.8383
[57] valid_0's poisson: -109.42 valid_0's tweedie: 94.8348
[58] valid_0's poisson: -109.422 valid_0's tweedie: 94.8344
[59] valid_0's poisson: -109.429 valid_0's tweedie: 94.8313
[60] valid_0's poisson: -109.436 valid_0's tweedie: 94.8282
[61] valid_0's poisson: -109.443 valid_0's tweedie: 94.8247
[62] valid_0's poisson: -109.45 valid_0's tweedie: 94.8219
[63] valid_0's poisson: -109.461 valid_0's tweedie: 94.817
[64] valid_0's poisson: -109.473 valid_0's tweedie: 94.8124
[65] valid_0's poisson: -109.477 valid_0's tweedie: 94.8105
[66] valid_0's poisson: -109.476 valid_0's tweedie: 94.8107
[67] valid_0's poisson: -109.481 valid_0's tweedie: 94.8067
[68] valid_0's poisson: -109.488 valid_0's tweedie: 94.8039
[69] valid_0's poisson: -109.495 valid_0's tweedie: 94.8009
[70] valid_0's poisson: -109.496 valid_0's tweedie: 94.8003
[71] valid_0's poisson: -109.505 valid_0's tweedie: 94.7963
[72] valid_0's poisson: -109.507 valid_0's tweedie: 94.7953
[73] valid_0's poisson: -109.513 valid_0's tweedie: 94.7926
[74] valid_0's poisson: -109.526 valid_0's tweedie: 94.786
[75] valid_0's poisson: -109.531 valid_0's tweedie: 94.7836
[76] valid_0's poisson: -109.535 valid_0's tweedie: 94.7819
[77] valid_0's poisson: -109.543 valid_0's tweedie: 94.7782
[78] valid_0's poisson: -109.542 valid_0's tweedie: 94.7785
[79] valid_0's poisson: -109.545 valid_0's tweedie: 94.7777
[80] valid_0's poisson: -109.545 valid_0's tweedie: 94.7776
[81] valid_0's poisson: -109.549 valid_0's tweedie: 94.7755
[82] valid_0's poisson: -109.55 valid_0's tweedie: 94.7741
[83] valid_0's poisson: -109.551 valid_0's tweedie: 94.7735
[84] valid_0's poisson: -109.553 valid_0's tweedie: 94.7728
[85] valid_0's poisson: -109.559 valid_0's tweedie: 94.7703
[86] valid_0's poisson: -109.562 valid_0's tweedie: 94.7692
[87] valid_0's poisson: -109.563 valid_0's tweedie: 94.7688
[88] valid_0's poisson: -109.566 valid_0's tweedie: 94.7674
[89] valid_0's poisson: -109.565 valid_0's tweedie: 94.7679
[90] valid_0's poisson: -109.566 valid_0's tweedie: 94.7676
[91] valid_0's poisson: -109.573 valid_0's tweedie: 94.765
[92] valid_0's poisson: -109.578 valid_0's tweedie: 94.7634
[93] valid_0's poisson: -109.579 valid_0's tweedie: 94.7628
[94] valid_0's poisson: -109.586 valid_0's tweedie: 94.7601
[95] valid_0's poisson: -109.59 valid_0's tweedie: 94.7585
[96] valid_0's poisson: -109.588 valid_0's tweedie: 94.7591
[97] valid_0's poisson: -109.592 valid_0's tweedie: 94.7576
[98] valid_0's poisson: -109.591 valid_0's tweedie: 94.7575
[99] valid_0's poisson: -109.599 valid_0's tweedie: 94.7543
[100] valid_0's poisson: -109.596 valid_0's tweedie: 94.7554
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0.01, learning_rate=0.25, max_depth=4, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -97.6358 valid_0's tweedie: 17.8309
[2] valid_0's poisson: -101.43 valid_0's tweedie: 15.7811
[3] valid_0's poisson: -103.062 valid_0's tweedie: 15.1601
[4] valid_0's poisson: -104.243 valid_0's tweedie: 15.0087
[5] valid_0's poisson: -104.821 valid_0's tweedie: 14.9739
[6] valid_0's poisson: -104.82 valid_0's tweedie: 15.0695
[7] valid_0's poisson: -104.869 valid_0's tweedie: 14.9938
[8] valid_0's poisson: -105.212 valid_0's tweedie: 14.9493
[9] valid_0's poisson: -105.399 valid_0's tweedie: 14.8711
[10] valid_0's poisson: -105.411 valid_0's tweedie: 14.8444
[11] valid_0's poisson: -105.384 valid_0's tweedie: 14.8146
[12] valid_0's poisson: -105.891 valid_0's tweedie: 14.7935
[13] valid_0's poisson: -106.777 valid_0's tweedie: 14.7723
[14] valid_0's poisson: -107.227 valid_0's tweedie: 14.7547
[15] valid_0's poisson: -107.437 valid_0's tweedie: 14.7438
[16] valid_0's poisson: -107.519 valid_0's tweedie: 14.73
[17] valid_0's poisson: -107.556 valid_0's tweedie: 14.7163
[18] valid_0's poisson: -107.615 valid_0's tweedie: 14.7121
[19] valid_0's poisson: -107.629 valid_0's tweedie: 14.7076
[20] valid_0's poisson: -107.708 valid_0's tweedie: 14.7095
[21] valid_0's poisson: -107.812 valid_0's tweedie: 14.7064
[22] valid_0's poisson: -107.811 valid_0's tweedie: 14.7089
[23] valid_0's poisson: -107.817 valid_0's tweedie: 14.7058
[24] valid_0's poisson: -107.966 valid_0's tweedie: 14.7026
[25] valid_0's poisson: -107.995 valid_0's tweedie: 14.6973
[26] valid_0's poisson: -108.088 valid_0's tweedie: 14.6959
[27] valid_0's poisson: -108.102 valid_0's tweedie: 14.6923
[28] valid_0's poisson: -108.146 valid_0's tweedie: 14.6919
[29] valid_0's poisson: -108.171 valid_0's tweedie: 14.6893
[30] valid_0's poisson: -108.252 valid_0's tweedie: 14.6857
[31] valid_0's poisson: -108.287 valid_0's tweedie: 14.6842
[32] valid_0's poisson: -108.291 valid_0's tweedie: 14.68
[33] valid_0's poisson: -108.292 valid_0's tweedie: 14.679
[34] valid_0's poisson: -108.305 valid_0's tweedie: 14.6817
[35] valid_0's poisson: -108.306 valid_0's tweedie: 14.6823
[36] valid_0's poisson: -108.321 valid_0's tweedie: 14.6865
[37] valid_0's poisson: -108.323 valid_0's tweedie: 14.6839
[38] valid_0's poisson: -108.359 valid_0's tweedie: 14.6833
[39] valid_0's poisson: -108.368 valid_0's tweedie: 14.6833
[40] valid_0's poisson: -108.378 valid_0's tweedie: 14.6794
[41] valid_0's poisson: -108.377 valid_0's tweedie: 14.6783
[42] valid_0's poisson: -108.491 valid_0's tweedie: 14.6755
[43] valid_0's poisson: -108.513 valid_0's tweedie: 14.6771
[44] valid_0's poisson: -108.57 valid_0's tweedie: 14.6757
[45] valid_0's poisson: -108.57 valid_0's tweedie: 14.6744
[46] valid_0's poisson: -108.599 valid_0's tweedie: 14.6714
[47] valid_0's poisson: -108.589 valid_0's tweedie: 14.672
[48] valid_0's poisson: -108.588 valid_0's tweedie: 14.6716
[49] valid_0's poisson: -108.579 valid_0's tweedie: 14.669
[50] valid_0's poisson: -108.639 valid_0's tweedie: 14.6678
[51] valid_0's poisson: -108.644 valid_0's tweedie: 14.6666
[52] valid_0's poisson: -108.659 valid_0's tweedie: 14.6661
[53] valid_0's poisson: -108.659 valid_0's tweedie: 14.6717
[54] valid_0's poisson: -108.668 valid_0's tweedie: 14.6697
[55] valid_0's poisson: -108.687 valid_0's tweedie: 14.6698
[56] valid_0's poisson: -108.686 valid_0's tweedie: 14.6691
[57] valid_0's poisson: -108.689 valid_0's tweedie: 14.6687
[58] valid_0's poisson: -108.699 valid_0's tweedie: 14.6683
[59] valid_0's poisson: -108.685 valid_0's tweedie: 14.6712
[60] valid_0's poisson: -108.704 valid_0's tweedie: 14.6697
[61] valid_0's poisson: -108.706 valid_0's tweedie: 14.6712
[62] valid_0's poisson: -108.719 valid_0's tweedie: 14.6698
[63] valid_0's poisson: -108.741 valid_0's tweedie: 14.6693
[64] valid_0's poisson: -108.766 valid_0's tweedie: 14.6692
[65] valid_0's poisson: -108.746 valid_0's tweedie: 14.6694
[66] valid_0's poisson: -108.744 valid_0's tweedie: 14.672
[67] valid_0's poisson: -108.749 valid_0's tweedie: 14.6722
[68] valid_0's poisson: -108.737 valid_0's tweedie: 14.6718
[69] valid_0's poisson: -108.737 valid_0's tweedie: 14.6725
[70] valid_0's poisson: -108.754 valid_0's tweedie: 14.672
[71] valid_0's poisson: -108.772 valid_0's tweedie: 14.6721
[72] valid_0's poisson: -108.775 valid_0's tweedie: 14.672
[73] valid_0's poisson: -108.774 valid_0's tweedie: 14.6765
[74] valid_0's poisson: -108.777 valid_0's tweedie: 14.6765
[75] valid_0's poisson: -108.774 valid_0's tweedie: 14.6764
[76] valid_0's poisson: -108.78 valid_0's tweedie: 14.6749
[77] valid_0's poisson: -108.775 valid_0's tweedie: 14.6764
[78] valid_0's poisson: -108.797 valid_0's tweedie: 14.6779
[79] valid_0's poisson: -108.795 valid_0's tweedie: 14.679
[80] valid_0's poisson: -108.785 valid_0's tweedie: 14.6783
[81] valid_0's poisson: -108.802 valid_0's tweedie: 14.6779
[82] valid_0's poisson: -108.808 valid_0's tweedie: 14.6783
[83] valid_0's poisson: -108.823 valid_0's tweedie: 14.6778
[84] valid_0's poisson: -108.808 valid_0's tweedie: 14.6787
[85] valid_0's poisson: -108.82 valid_0's tweedie: 14.6783
[86] valid_0's poisson: -108.812 valid_0's tweedie: 14.6788
[87] valid_0's poisson: -108.817 valid_0's tweedie: 14.6793
[88] valid_0's poisson: -108.814 valid_0's tweedie: 14.675
[89] valid_0's poisson: -108.814 valid_0's tweedie: 14.6751
[90] valid_0's poisson: -108.82 valid_0's tweedie: 14.6744
[91] valid_0's poisson: -108.831 valid_0's tweedie: 14.674
[92] valid_0's poisson: -108.841 valid_0's tweedie: 14.6735
[93] valid_0's poisson: -108.852 valid_0's tweedie: 14.6735
[94] valid_0's poisson: -108.862 valid_0's tweedie: 14.6728
[95] valid_0's poisson: -108.874 valid_0's tweedie: 14.6722
[96] valid_0's poisson: -108.881 valid_0's tweedie: 14.671
[97] valid_0's poisson: -108.884 valid_0's tweedie: 14.6718
[98] valid_0's poisson: -108.887 valid_0's tweedie: 14.6738
[99] valid_0's poisson: -108.884 valid_0's tweedie: 14.6712
[100] valid_0's poisson: -108.881 valid_0's tweedie: 14.6711
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=2, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -97.0656 valid_0's tweedie: 18.3378
[2] valid_0's poisson: -100.61 valid_0's tweedie: 15.9506
[3] valid_0's poisson: -102.426 valid_0's tweedie: 15.1929
[4] valid_0's poisson: -103.493 valid_0's tweedie: 15.0182
[5] valid_0's poisson: -102.976 valid_0's tweedie: 15.0258
[6] valid_0's poisson: -104.074 valid_0's tweedie: 14.9357
[7] valid_0's poisson: -104.797 valid_0's tweedie: 14.914
[8] valid_0's poisson: -104.922 valid_0's tweedie: 14.8855
[9] valid_0's poisson: -105.653 valid_0's tweedie: 14.8516
[10] valid_0's poisson: -105.724 valid_0's tweedie: 14.8416
[11] valid_0's poisson: -106.383 valid_0's tweedie: 14.8172
[12] valid_0's poisson: -106.683 valid_0's tweedie: 14.8026
[13] valid_0's poisson: -106.896 valid_0's tweedie: 14.7872
[14] valid_0's poisson: -106.952 valid_0's tweedie: 14.7727
[15] valid_0's poisson: -107.1 valid_0's tweedie: 14.7591
[16] valid_0's poisson: -107.174 valid_0's tweedie: 14.7547
[17] valid_0's poisson: -107.224 valid_0's tweedie: 14.7407
[18] valid_0's poisson: -107.257 valid_0's tweedie: 14.7381
[19] valid_0's poisson: -107.363 valid_0's tweedie: 14.7368
[20] valid_0's poisson: -107.426 valid_0's tweedie: 14.7356
[21] valid_0's poisson: -107.506 valid_0's tweedie: 14.7318
[22] valid_0's poisson: -107.649 valid_0's tweedie: 14.7262
[23] valid_0's poisson: -107.771 valid_0's tweedie: 14.7235
[24] valid_0's poisson: -107.806 valid_0's tweedie: 14.72
[25] valid_0's poisson: -107.819 valid_0's tweedie: 14.7193
[26] valid_0's poisson: -107.846 valid_0's tweedie: 14.7176
[27] valid_0's poisson: -107.912 valid_0's tweedie: 14.7143
[28] valid_0's poisson: -107.949 valid_0's tweedie: 14.7116
[29] valid_0's poisson: -107.973 valid_0's tweedie: 14.7103
[30] valid_0's poisson: -108.042 valid_0's tweedie: 14.7093
[31] valid_0's poisson: -108.046 valid_0's tweedie: 14.7088
[32] valid_0's poisson: -108.058 valid_0's tweedie: 14.7104
[33] valid_0's poisson: -108.066 valid_0's tweedie: 14.7081
[34] valid_0's poisson: -108.084 valid_0's tweedie: 14.7086
[35] valid_0's poisson: -108.119 valid_0's tweedie: 14.7084
[36] valid_0's poisson: -108.152 valid_0's tweedie: 14.7076
[37] valid_0's poisson: -108.161 valid_0's tweedie: 14.7079
[38] valid_0's poisson: -108.173 valid_0's tweedie: 14.708
[39] valid_0's poisson: -108.168 valid_0's tweedie: 14.7065
[40] valid_0's poisson: -108.17 valid_0's tweedie: 14.7047
[41] valid_0's poisson: -108.174 valid_0's tweedie: 14.7046
[42] valid_0's poisson: -108.183 valid_0's tweedie: 14.7045
[43] valid_0's poisson: -108.179 valid_0's tweedie: 14.7023
[44] valid_0's poisson: -108.19 valid_0's tweedie: 14.7035
[45] valid_0's poisson: -108.202 valid_0's tweedie: 14.7032
[46] valid_0's poisson: -108.2 valid_0's tweedie: 14.702
[47] valid_0's poisson: -108.164 valid_0's tweedie: 14.6992
[48] valid_0's poisson: -108.159 valid_0's tweedie: 14.6991
[49] valid_0's poisson: -108.188 valid_0's tweedie: 14.6975
[50] valid_0's poisson: -108.194 valid_0's tweedie: 14.6972
[51] valid_0's poisson: -108.192 valid_0's tweedie: 14.7126
[52] valid_0's poisson: -108.229 valid_0's tweedie: 14.7114
[53] valid_0's poisson: -108.289 valid_0's tweedie: 14.7125
[54] valid_0's poisson: -108.374 valid_0's tweedie: 14.7088
[55] valid_0's poisson: -108.364 valid_0's tweedie: 14.7068
[56] valid_0's poisson: -108.425 valid_0's tweedie: 14.7043
[57] valid_0's poisson: -108.449 valid_0's tweedie: 14.7039
[58] valid_0's poisson: -108.46 valid_0's tweedie: 14.6993
[59] valid_0's poisson: -108.462 valid_0's tweedie: 14.6981
[60] valid_0's poisson: -108.511 valid_0's tweedie: 14.6986
[61] valid_0's poisson: -108.534 valid_0's tweedie: 14.6967
[62] valid_0's poisson: -108.535 valid_0's tweedie: 14.6953
[63] valid_0's poisson: -108.541 valid_0's tweedie: 14.6948
[64] valid_0's poisson: -108.539 valid_0's tweedie: 14.6954
[65] valid_0's poisson: -108.613 valid_0's tweedie: 14.694
[66] valid_0's poisson: -108.615 valid_0's tweedie: 14.6928
[67] valid_0's poisson: -108.621 valid_0's tweedie: 14.6927
[68] valid_0's poisson: -108.645 valid_0's tweedie: 14.6917
[69] valid_0's poisson: -108.647 valid_0's tweedie: 14.6912
[70] valid_0's poisson: -108.654 valid_0's tweedie: 14.6932
[71] valid_0's poisson: -108.657 valid_0's tweedie: 14.6929
[72] valid_0's poisson: -108.659 valid_0's tweedie: 14.6931
[73] valid_0's poisson: -108.674 valid_0's tweedie: 14.6929
[74] valid_0's poisson: -108.684 valid_0's tweedie: 14.6942
[75] valid_0's poisson: -108.683 valid_0's tweedie: 14.6984
[76] valid_0's poisson: -108.682 valid_0's tweedie: 14.6962
[77] valid_0's poisson: -108.719 valid_0's tweedie: 14.6952
[78] valid_0's poisson: -108.724 valid_0's tweedie: 14.6956
[79] valid_0's poisson: -108.738 valid_0's tweedie: 14.6938
[80] valid_0's poisson: -108.737 valid_0's tweedie: 14.6928
[81] valid_0's poisson: -108.702 valid_0's tweedie: 14.6934
[82] valid_0's poisson: -108.701 valid_0's tweedie: 14.6955
[83] valid_0's poisson: -108.734 valid_0's tweedie: 14.6935
[84] valid_0's poisson: -108.735 valid_0's tweedie: 14.6948
[85] valid_0's poisson: -108.748 valid_0's tweedie: 14.695
[86] valid_0's poisson: -108.746 valid_0's tweedie: 14.6947
[87] valid_0's poisson: -108.766 valid_0's tweedie: 14.6937
[88] valid_0's poisson: -108.769 valid_0's tweedie: 14.6954
[89] valid_0's poisson: -108.758 valid_0's tweedie: 14.6922
[90] valid_0's poisson: -108.762 valid_0's tweedie: 14.6929
[91] valid_0's poisson: -108.761 valid_0's tweedie: 14.6931
[92] valid_0's poisson: -108.752 valid_0's tweedie: 14.6931
[93] valid_0's poisson: -108.763 valid_0's tweedie: 14.6926
[94] valid_0's poisson: -108.768 valid_0's tweedie: 14.692
[95] valid_0's poisson: -108.779 valid_0's tweedie: 14.6917
[96] valid_0's poisson: -108.818 valid_0's tweedie: 14.6906
[97] valid_0's poisson: -108.819 valid_0's tweedie: 14.6902
[98] valid_0's poisson: -108.836 valid_0's tweedie: 14.6904
[99] valid_0's poisson: -108.834 valid_0's tweedie: 14.6893
[100] valid_0's poisson: -108.847 valid_0's tweedie: 14.69
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=2, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -97.6573 valid_0's tweedie: 17.8808
[2] valid_0's poisson: -101.292 valid_0's tweedie: 15.8027
[3] valid_0's poisson: -102.904 valid_0's tweedie: 15.1672
[4] valid_0's poisson: -103.816 valid_0's tweedie: 15.0155
[5] valid_0's poisson: -104.407 valid_0's tweedie: 14.9707
[6] valid_0's poisson: -104.438 valid_0's tweedie: 14.9087
[7] valid_0's poisson: -105.639 valid_0's tweedie: 14.8367
[8] valid_0's poisson: -105.741 valid_0's tweedie: 14.8555
[9] valid_0's poisson: -105.8 valid_0's tweedie: 14.8331
[10] valid_0's poisson: -106.274 valid_0's tweedie: 14.793
[11] valid_0's poisson: -106.29 valid_0's tweedie: 14.7749
[12] valid_0's poisson: -106.422 valid_0's tweedie: 14.7674
[13] valid_0's poisson: -106.669 valid_0's tweedie: 14.7559
[14] valid_0's poisson: -106.732 valid_0's tweedie: 14.7487
[15] valid_0's poisson: -106.902 valid_0's tweedie: 14.7316
[16] valid_0's poisson: -106.956 valid_0's tweedie: 14.7285
[17] valid_0's poisson: -107.05 valid_0's tweedie: 14.7254
[18] valid_0's poisson: -107.165 valid_0's tweedie: 14.7223
[19] valid_0's poisson: -107.168 valid_0's tweedie: 14.7213
[20] valid_0's poisson: -107.248 valid_0's tweedie: 14.7202
[21] valid_0's poisson: -107.256 valid_0's tweedie: 14.7196
[22] valid_0's poisson: -107.229 valid_0's tweedie: 14.7212
[23] valid_0's poisson: -107.357 valid_0's tweedie: 14.716
[24] valid_0's poisson: -107.415 valid_0's tweedie: 14.7135
[25] valid_0's poisson: -107.417 valid_0's tweedie: 14.7117
[26] valid_0's poisson: -107.454 valid_0's tweedie: 14.7118
[27] valid_0's poisson: -107.469 valid_0's tweedie: 14.7075
[28] valid_0's poisson: -107.777 valid_0's tweedie: 14.7001
[29] valid_0's poisson: -107.785 valid_0's tweedie: 14.6992
[30] valid_0's poisson: -107.84 valid_0's tweedie: 14.6999
[31] valid_0's poisson: -107.838 valid_0's tweedie: 14.6973
[32] valid_0's poisson: -107.846 valid_0's tweedie: 14.6962
[33] valid_0's poisson: -107.848 valid_0's tweedie: 14.6965
[34] valid_0's poisson: -107.914 valid_0's tweedie: 14.6944
[35] valid_0's poisson: -107.922 valid_0's tweedie: 14.6952
[36] valid_0's poisson: -107.919 valid_0's tweedie: 14.6953
[37] valid_0's poisson: -107.933 valid_0's tweedie: 14.6956
[38] valid_0's poisson: -108.004 valid_0's tweedie: 14.692
[39] valid_0's poisson: -108.001 valid_0's tweedie: 14.6914
[40] valid_0's poisson: -108.057 valid_0's tweedie: 14.69
[41] valid_0's poisson: -108.068 valid_0's tweedie: 14.6891
[42] valid_0's poisson: -108.099 valid_0's tweedie: 14.6877
[43] valid_0's poisson: -108.101 valid_0's tweedie: 14.6881
[44] valid_0's poisson: -108.104 valid_0's tweedie: 14.6853
[45] valid_0's poisson: -108.128 valid_0's tweedie: 14.6847
[46] valid_0's poisson: -108.142 valid_0's tweedie: 14.6854
[47] valid_0's poisson: -108.134 valid_0's tweedie: 14.6826
[48] valid_0's poisson: -108.241 valid_0's tweedie: 14.6828
[49] valid_0's poisson: -108.247 valid_0's tweedie: 14.6816
[50] valid_0's poisson: -108.243 valid_0's tweedie: 14.683
[51] valid_0's poisson: -108.245 valid_0's tweedie: 14.6828
[52] valid_0's poisson: -108.266 valid_0's tweedie: 14.6809
[53] valid_0's poisson: -108.267 valid_0's tweedie: 14.6805
[54] valid_0's poisson: -108.269 valid_0's tweedie: 14.6777
[55] valid_0's poisson: -108.274 valid_0's tweedie: 14.6779
[56] valid_0's poisson: -108.282 valid_0's tweedie: 14.6776
[57] valid_0's poisson: -108.287 valid_0's tweedie: 14.6781
[58] valid_0's poisson: -108.289 valid_0's tweedie: 14.6794
[59] valid_0's poisson: -108.304 valid_0's tweedie: 14.679
[60] valid_0's poisson: -108.306 valid_0's tweedie: 14.678
[61] valid_0's poisson: -108.314 valid_0's tweedie: 14.6779
[62] valid_0's poisson: -108.34 valid_0's tweedie: 14.6772
[63] valid_0's poisson: -108.339 valid_0's tweedie: 14.6775
[64] valid_0's poisson: -108.36 valid_0's tweedie: 14.6772
[65] valid_0's poisson: -108.363 valid_0's tweedie: 14.6767
[66] valid_0's poisson: -108.37 valid_0's tweedie: 14.6777
[67] valid_0's poisson: -108.372 valid_0's tweedie: 14.6758
[68] valid_0's poisson: -108.388 valid_0's tweedie: 14.6755
[69] valid_0's poisson: -108.391 valid_0's tweedie: 14.6743
[70] valid_0's poisson: -108.431 valid_0's tweedie: 14.6722
[71] valid_0's poisson: -108.477 valid_0's tweedie: 14.6721
[72] valid_0's poisson: -108.495 valid_0's tweedie: 14.671
[73] valid_0's poisson: -108.49 valid_0's tweedie: 14.6729
[74] valid_0's poisson: -108.492 valid_0's tweedie: 14.6744
[75] valid_0's poisson: -108.492 valid_0's tweedie: 14.6748
[76] valid_0's poisson: -108.558 valid_0's tweedie: 14.6734
[77] valid_0's poisson: -108.551 valid_0's tweedie: 14.672
[78] valid_0's poisson: -108.566 valid_0's tweedie: 14.6723
[79] valid_0's poisson: -108.569 valid_0's tweedie: 14.6711
[80] valid_0's poisson: -108.612 valid_0's tweedie: 14.6701
[81] valid_0's poisson: -108.621 valid_0's tweedie: 14.6697
[82] valid_0's poisson: -108.619 valid_0's tweedie: 14.6717
[83] valid_0's poisson: -108.614 valid_0's tweedie: 14.6712
[84] valid_0's poisson: -108.601 valid_0's tweedie: 14.6714
[85] valid_0's poisson: -108.611 valid_0's tweedie: 14.6702
[86] valid_0's poisson: -108.607 valid_0's tweedie: 14.6709
[87] valid_0's poisson: -108.607 valid_0's tweedie: 14.6695
[88] valid_0's poisson: -108.607 valid_0's tweedie: 14.6705
[89] valid_0's poisson: -108.609 valid_0's tweedie: 14.6702
[90] valid_0's poisson: -108.621 valid_0's tweedie: 14.6712
[91] valid_0's poisson: -108.638 valid_0's tweedie: 14.6717
[92] valid_0's poisson: -108.671 valid_0's tweedie: 14.6691
[93] valid_0's poisson: -108.668 valid_0's tweedie: 14.6666
[94] valid_0's poisson: -108.671 valid_0's tweedie: 14.6665
[95] valid_0's poisson: -108.697 valid_0's tweedie: 14.6662
[96] valid_0's poisson: -108.694 valid_0's tweedie: 14.6662
[97] valid_0's poisson: -108.698 valid_0's tweedie: 14.6663
[98] valid_0's poisson: -108.698 valid_0's tweedie: 14.6675
[99] valid_0's poisson: -108.696 valid_0's tweedie: 14.6652
[100] valid_0's poisson: -108.697 valid_0's tweedie: 14.6652
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=2, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -97.6193 valid_0's tweedie: 17.9851
[2] valid_0's poisson: -101.275 valid_0's tweedie: 15.8417
[3] valid_0's poisson: -102.888 valid_0's tweedie: 15.1816
[4] valid_0's poisson: -103.781 valid_0's tweedie: 15.0014
[5] valid_0's poisson: -104.363 valid_0's tweedie: 14.9573
[6] valid_0's poisson: -104.582 valid_0's tweedie: 14.9411
[7] valid_0's poisson: -104.705 valid_0's tweedie: 14.8803
[8] valid_0's poisson: -104.752 valid_0's tweedie: 14.8481
[9] valid_0's poisson: -105.841 valid_0's tweedie: 14.7908
[10] valid_0's poisson: -106.202 valid_0's tweedie: 14.7743
[11] valid_0's poisson: -106.283 valid_0's tweedie: 14.7613
[12] valid_0's poisson: -106.556 valid_0's tweedie: 14.7536
[13] valid_0's poisson: -106.69 valid_0's tweedie: 14.7426
[14] valid_0's poisson: -107.126 valid_0's tweedie: 14.7343
[15] valid_0's poisson: -107.149 valid_0's tweedie: 14.7257
[16] valid_0's poisson: -107.231 valid_0's tweedie: 14.7169
[17] valid_0's poisson: -107.284 valid_0's tweedie: 14.7121
[18] valid_0's poisson: -107.4 valid_0's tweedie: 14.7108
[19] valid_0's poisson: -107.435 valid_0's tweedie: 14.7075
[20] valid_0's poisson: -107.551 valid_0's tweedie: 14.7037
[21] valid_0's poisson: -107.626 valid_0's tweedie: 14.6981
[22] valid_0's poisson: -107.728 valid_0's tweedie: 14.6966
[23] valid_0's poisson: -107.782 valid_0's tweedie: 14.6938
[24] valid_0's poisson: -107.875 valid_0's tweedie: 14.6914
[25] valid_0's poisson: -107.959 valid_0's tweedie: 14.688
[26] valid_0's poisson: -108.07 valid_0's tweedie: 14.6864
[27] valid_0's poisson: -108.128 valid_0's tweedie: 14.685
[28] valid_0's poisson: -108.235 valid_0's tweedie: 14.6837
[29] valid_0's poisson: -108.225 valid_0's tweedie: 14.6814
[30] valid_0's poisson: -108.29 valid_0's tweedie: 14.6806
[31] valid_0's poisson: -108.301 valid_0's tweedie: 14.6779
[32] valid_0's poisson: -108.298 valid_0's tweedie: 14.6759
[33] valid_0's poisson: -108.298 valid_0's tweedie: 14.6761
[34] valid_0's poisson: -108.316 valid_0's tweedie: 14.6766
[35] valid_0's poisson: -108.325 valid_0's tweedie: 14.675
[36] valid_0's poisson: -108.348 valid_0's tweedie: 14.6744
[37] valid_0's poisson: -108.353 valid_0's tweedie: 14.6747
[38] valid_0's poisson: -108.373 valid_0's tweedie: 14.6748
[39] valid_0's poisson: -108.39 valid_0's tweedie: 14.6719
[40] valid_0's poisson: -108.404 valid_0's tweedie: 14.6696
[41] valid_0's poisson: -108.405 valid_0's tweedie: 14.6687
[42] valid_0's poisson: -108.467 valid_0's tweedie: 14.6668
[43] valid_0's poisson: -108.516 valid_0's tweedie: 14.6649
[44] valid_0's poisson: -108.568 valid_0's tweedie: 14.6647
[45] valid_0's poisson: -108.599 valid_0's tweedie: 14.6646
[46] valid_0's poisson: -108.648 valid_0's tweedie: 14.6607
[47] valid_0's poisson: -108.669 valid_0's tweedie: 14.6595
[48] valid_0's poisson: -108.678 valid_0's tweedie: 14.6585
[49] valid_0's poisson: -108.708 valid_0's tweedie: 14.6583
[50] valid_0's poisson: -108.745 valid_0's tweedie: 14.6565
[51] valid_0's poisson: -108.74 valid_0's tweedie: 14.6572
[52] valid_0's poisson: -108.739 valid_0's tweedie: 14.6561
[53] valid_0's poisson: -108.773 valid_0's tweedie: 14.6551
[54] valid_0's poisson: -108.784 valid_0's tweedie: 14.6544
[55] valid_0's poisson: -108.784 valid_0's tweedie: 14.6542
[56] valid_0's poisson: -108.791 valid_0's tweedie: 14.654
[57] valid_0's poisson: -108.812 valid_0's tweedie: 14.6523
[58] valid_0's poisson: -108.834 valid_0's tweedie: 14.6519
[59] valid_0's poisson: -108.824 valid_0's tweedie: 14.652
[60] valid_0's poisson: -108.824 valid_0's tweedie: 14.6522
[61] valid_0's poisson: -108.84 valid_0's tweedie: 14.6526
[62] valid_0's poisson: -108.843 valid_0's tweedie: 14.6515
[63] valid_0's poisson: -108.849 valid_0's tweedie: 14.6514
[64] valid_0's poisson: -108.85 valid_0's tweedie: 14.6498
[65] valid_0's poisson: -108.891 valid_0's tweedie: 14.6489
[66] valid_0's poisson: -108.892 valid_0's tweedie: 14.6487
[67] valid_0's poisson: -108.901 valid_0's tweedie: 14.6488
[68] valid_0's poisson: -108.924 valid_0's tweedie: 14.6474
[69] valid_0's poisson: -108.923 valid_0's tweedie: 14.6475
[70] valid_0's poisson: -108.923 valid_0's tweedie: 14.6485
[71] valid_0's poisson: -108.921 valid_0's tweedie: 14.649
[72] valid_0's poisson: -108.915 valid_0's tweedie: 14.6488
[73] valid_0's poisson: -108.926 valid_0's tweedie: 14.6487
[74] valid_0's poisson: -108.909 valid_0's tweedie: 14.6487
[75] valid_0's poisson: -108.911 valid_0's tweedie: 14.647
[76] valid_0's poisson: -108.897 valid_0's tweedie: 14.6471
[77] valid_0's poisson: -108.933 valid_0's tweedie: 14.6462
[78] valid_0's poisson: -108.959 valid_0's tweedie: 14.6456
[79] valid_0's poisson: -108.956 valid_0's tweedie: 14.6463
[80] valid_0's poisson: -108.955 valid_0's tweedie: 14.6466
[81] valid_0's poisson: -108.953 valid_0's tweedie: 14.6474
[82] valid_0's poisson: -108.955 valid_0's tweedie: 14.6475
[83] valid_0's poisson: -108.951 valid_0's tweedie: 14.6476
[84] valid_0's poisson: -108.949 valid_0's tweedie: 14.6477
[85] valid_0's poisson: -108.966 valid_0's tweedie: 14.6484
[86] valid_0's poisson: -108.966 valid_0's tweedie: 14.649
[87] valid_0's poisson: -108.964 valid_0's tweedie: 14.6489
[88] valid_0's poisson: -108.959 valid_0's tweedie: 14.6488
[89] valid_0's poisson: -108.964 valid_0's tweedie: 14.6489
[90] valid_0's poisson: -108.966 valid_0's tweedie: 14.6486
[91] valid_0's poisson: -108.967 valid_0's tweedie: 14.6488
[92] valid_0's poisson: -108.971 valid_0's tweedie: 14.6492
[93] valid_0's poisson: -108.969 valid_0's tweedie: 14.6486
[94] valid_0's poisson: -108.968 valid_0's tweedie: 14.648
[95] valid_0's poisson: -108.977 valid_0's tweedie: 14.6484
[96] valid_0's poisson: -108.977 valid_0's tweedie: 14.6487
[97] valid_0's poisson: -108.974 valid_0's tweedie: 14.6489
[98] valid_0's poisson: -108.994 valid_0's tweedie: 14.6465
[99] valid_0's poisson: -109 valid_0's tweedie: 14.6487
[100] valid_0's poisson: -109.014 valid_0's tweedie: 14.647
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=2, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -97.5904 valid_0's tweedie: 17.9386
[2] valid_0's poisson: -101.23 valid_0's tweedie: 15.8246
[3] valid_0's poisson: -102.84 valid_0's tweedie: 15.1768
[4] valid_0's poisson: -103.666 valid_0's tweedie: 15.0425
[5] valid_0's poisson: -104.836 valid_0's tweedie: 14.9401
[6] valid_0's poisson: -105.02 valid_0's tweedie: 14.8782
[7] valid_0's poisson: -105.13 valid_0's tweedie: 14.8311
[8] valid_0's poisson: -106.111 valid_0's tweedie: 14.7901
[9] valid_0's poisson: -106.396 valid_0's tweedie: 14.7758
[10] valid_0's poisson: -106.708 valid_0's tweedie: 14.7641
[11] valid_0's poisson: -106.832 valid_0's tweedie: 14.7735
[12] valid_0's poisson: -106.939 valid_0's tweedie: 14.7655
[13] valid_0's poisson: -107.097 valid_0's tweedie: 14.7532
[14] valid_0's poisson: -107.153 valid_0's tweedie: 14.7499
[15] valid_0's poisson: -107.179 valid_0's tweedie: 14.7397
[16] valid_0's poisson: -107.283 valid_0's tweedie: 14.7264
[17] valid_0's poisson: -107.323 valid_0's tweedie: 14.7199
[18] valid_0's poisson: -107.304 valid_0's tweedie: 14.719
[19] valid_0's poisson: -107.439 valid_0's tweedie: 14.7172
[20] valid_0's poisson: -107.541 valid_0's tweedie: 14.7176
[21] valid_0's poisson: -107.594 valid_0's tweedie: 14.7148
[22] valid_0's poisson: -107.622 valid_0's tweedie: 14.7131
[23] valid_0's poisson: -107.645 valid_0's tweedie: 14.714
[24] valid_0's poisson: -107.668 valid_0's tweedie: 14.7141
[25] valid_0's poisson: -107.654 valid_0's tweedie: 14.7131
[26] valid_0's poisson: -107.871 valid_0's tweedie: 14.7081
[27] valid_0's poisson: -107.958 valid_0's tweedie: 14.706
[28] valid_0's poisson: -107.967 valid_0's tweedie: 14.7028
[29] valid_0's poisson: -107.99 valid_0's tweedie: 14.7002
[30] valid_0's poisson: -107.984 valid_0's tweedie: 14.7001
[31] valid_0's poisson: -107.977 valid_0's tweedie: 14.7002
[32] valid_0's poisson: -107.976 valid_0's tweedie: 14.7005
[33] valid_0's poisson: -107.974 valid_0's tweedie: 14.7029
[34] valid_0's poisson: -107.98 valid_0's tweedie: 14.7026
[35] valid_0's poisson: -108.038 valid_0's tweedie: 14.7008
[36] valid_0's poisson: -108.065 valid_0's tweedie: 14.7006
[37] valid_0's poisson: -108.067 valid_0's tweedie: 14.7001
[38] valid_0's poisson: -108.159 valid_0's tweedie: 14.6973
[39] valid_0's poisson: -108.177 valid_0's tweedie: 14.6971
[40] valid_0's poisson: -108.208 valid_0's tweedie: 14.6966
[41] valid_0's poisson: -108.232 valid_0's tweedie: 14.6967
[42] valid_0's poisson: -108.23 valid_0's tweedie: 14.6992
[43] valid_0's poisson: -108.229 valid_0's tweedie: 14.6991
[44] valid_0's poisson: -108.269 valid_0's tweedie: 14.6993
[45] valid_0's poisson: -108.261 valid_0's tweedie: 14.6971
[46] valid_0's poisson: -108.269 valid_0's tweedie: 14.7028
[47] valid_0's poisson: -108.285 valid_0's tweedie: 14.7006
[48] valid_0's poisson: -108.282 valid_0's tweedie: 14.7037
[49] valid_0's poisson: -108.276 valid_0's tweedie: 14.705
[50] valid_0's poisson: -108.271 valid_0's tweedie: 14.7015
[51] valid_0's poisson: -108.299 valid_0's tweedie: 14.7013
[52] valid_0's poisson: -108.315 valid_0's tweedie: 14.7005
[53] valid_0's poisson: -108.352 valid_0's tweedie: 14.6988
[54] valid_0's poisson: -108.346 valid_0's tweedie: 14.7
[55] valid_0's poisson: -108.369 valid_0's tweedie: 14.6992
[56] valid_0's poisson: -108.365 valid_0's tweedie: 14.6995
[57] valid_0's poisson: -108.363 valid_0's tweedie: 14.6998
[58] valid_0's poisson: -108.374 valid_0's tweedie: 14.6998
[59] valid_0's poisson: -108.373 valid_0's tweedie: 14.7013
[60] valid_0's poisson: -108.37 valid_0's tweedie: 14.7024
[61] valid_0's poisson: -108.372 valid_0's tweedie: 14.7015
[62] valid_0's poisson: -108.375 valid_0's tweedie: 14.7019
[63] valid_0's poisson: -108.398 valid_0's tweedie: 14.7006
[64] valid_0's poisson: -108.401 valid_0's tweedie: 14.7008
[65] valid_0's poisson: -108.409 valid_0's tweedie: 14.7012
[66] valid_0's poisson: -108.431 valid_0's tweedie: 14.7005
[67] valid_0's poisson: -108.494 valid_0's tweedie: 14.7001
[68] valid_0's poisson: -108.503 valid_0's tweedie: 14.6997
[69] valid_0's poisson: -108.496 valid_0's tweedie: 14.6956
[70] valid_0's poisson: -108.596 valid_0's tweedie: 14.6941
[71] valid_0's poisson: -108.634 valid_0's tweedie: 14.6911
[72] valid_0's poisson: -108.642 valid_0's tweedie: 14.6922
[73] valid_0's poisson: -108.646 valid_0's tweedie: 14.6907
[74] valid_0's poisson: -108.685 valid_0's tweedie: 14.6917
[75] valid_0's poisson: -108.687 valid_0's tweedie: 14.6918
[76] valid_0's poisson: -108.675 valid_0's tweedie: 14.6918
[77] valid_0's poisson: -108.674 valid_0's tweedie: 14.6906
[78] valid_0's poisson: -108.67 valid_0's tweedie: 14.6957
[79] valid_0's poisson: -108.677 valid_0's tweedie: 14.6951
[80] valid_0's poisson: -108.688 valid_0's tweedie: 14.6949
[81] valid_0's poisson: -108.686 valid_0's tweedie: 14.6952
[82] valid_0's poisson: -108.683 valid_0's tweedie: 14.6913
[83] valid_0's poisson: -108.685 valid_0's tweedie: 14.6897
[84] valid_0's poisson: -108.689 valid_0's tweedie: 14.6891
[85] valid_0's poisson: -108.697 valid_0's tweedie: 14.6887
[86] valid_0's poisson: -108.71 valid_0's tweedie: 14.6891
[87] valid_0's poisson: -108.715 valid_0's tweedie: 14.6887
[88] valid_0's poisson: -108.737 valid_0's tweedie: 14.6876
[89] valid_0's poisson: -108.736 valid_0's tweedie: 14.686
[90] valid_0's poisson: -108.738 valid_0's tweedie: 14.6885
[91] valid_0's poisson: -108.748 valid_0's tweedie: 14.687
[92] valid_0's poisson: -108.745 valid_0's tweedie: 14.6862
[93] valid_0's poisson: -108.743 valid_0's tweedie: 14.6885
[94] valid_0's poisson: -108.737 valid_0's tweedie: 14.689
[95] valid_0's poisson: -108.736 valid_0's tweedie: 14.6896
[96] valid_0's poisson: -108.727 valid_0's tweedie: 14.6906
[97] valid_0's poisson: -108.728 valid_0's tweedie: 14.6907
[98] valid_0's poisson: -108.728 valid_0's tweedie: 14.692
[99] valid_0's poisson: -108.723 valid_0's tweedie: 14.6928
[100] valid_0's poisson: -108.716 valid_0's tweedie: 14.6947
[CV] END bagging_fraction=0.4, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=2, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3409 valid_0's tweedie: 13.75
[2] valid_0's poisson: -87.5064 valid_0's tweedie: 13.7364
[3] valid_0's poisson: -87.6701 valid_0's tweedie: 13.7229
[4] valid_0's poisson: -87.8322 valid_0's tweedie: 13.7095
[5] valid_0's poisson: -87.9927 valid_0's tweedie: 13.6962
[6] valid_0's poisson: -88.1521 valid_0's tweedie: 13.683
[7] valid_0's poisson: -88.3095 valid_0's tweedie: 13.6698
[8] valid_0's poisson: -88.4652 valid_0's tweedie: 13.6567
[9] valid_0's poisson: -88.6193 valid_0's tweedie: 13.6438
[10] valid_0's poisson: -88.7721 valid_0's tweedie: 13.6309
[11] valid_0's poisson: -88.9226 valid_0's tweedie: 13.6181
[12] valid_0's poisson: -89.0723 valid_0's tweedie: 13.6053
[13] valid_0's poisson: -89.22 valid_0's tweedie: 13.5927
[14] valid_0's poisson: -89.3666 valid_0's tweedie: 13.5801
[15] valid_0's poisson: -89.5118 valid_0's tweedie: 13.5676
[16] valid_0's poisson: -89.6552 valid_0's tweedie: 13.5553
[17] valid_0's poisson: -89.7971 valid_0's tweedie: 13.543
[18] valid_0's poisson: -89.9383 valid_0's tweedie: 13.5307
[19] valid_0's poisson: -90.0781 valid_0's tweedie: 13.5185
[20] valid_0's poisson: -90.2164 valid_0's tweedie: 13.5063
[21] valid_0's poisson: -90.3533 valid_0's tweedie: 13.4943
[22] valid_0's poisson: -90.4891 valid_0's tweedie: 13.4823
[23] valid_0's poisson: -90.6234 valid_0's tweedie: 13.4704
[24] valid_0's poisson: -90.7567 valid_0's tweedie: 13.4586
[25] valid_0's poisson: -90.8885 valid_0's tweedie: 13.4468
[26] valid_0's poisson: -91.0189 valid_0's tweedie: 13.4352
[27] valid_0's poisson: -91.1481 valid_0's tweedie: 13.4236
[28] valid_0's poisson: -91.2764 valid_0's tweedie: 13.412
[29] valid_0's poisson: -91.403 valid_0's tweedie: 13.4006
[30] valid_0's poisson: -91.5286 valid_0's tweedie: 13.3892
[31] valid_0's poisson: -91.6532 valid_0's tweedie: 13.3779
[32] valid_0's poisson: -91.7763 valid_0's tweedie: 13.3667
[33] valid_0's poisson: -91.8984 valid_0's tweedie: 13.3555
[34] valid_0's poisson: -92.019 valid_0's tweedie: 13.3444
[35] valid_0's poisson: -92.1387 valid_0's tweedie: 13.3334
[36] valid_0's poisson: -92.2573 valid_0's tweedie: 13.3225
[37] valid_0's poisson: -92.3748 valid_0's tweedie: 13.3116
[38] valid_0's poisson: -92.4912 valid_0's tweedie: 13.3008
[39] valid_0's poisson: -92.6064 valid_0's tweedie: 13.29
[40] valid_0's poisson: -92.7211 valid_0's tweedie: 13.2793
[41] valid_0's poisson: -92.8343 valid_0's tweedie: 13.2687
[42] valid_0's poisson: -92.9469 valid_0's tweedie: 13.2581
[43] valid_0's poisson: -93.0587 valid_0's tweedie: 13.2476
[44] valid_0's poisson: -93.1689 valid_0's tweedie: 13.2372
[45] valid_0's poisson: -93.2783 valid_0's tweedie: 13.2268
[46] valid_0's poisson: -93.3872 valid_0's tweedie: 13.2164
[47] valid_0's poisson: -93.4944 valid_0's tweedie: 13.2062
[48] valid_0's poisson: -93.6012 valid_0's tweedie: 13.196
[49] valid_0's poisson: -93.7067 valid_0's tweedie: 13.1859
[50] valid_0's poisson: -93.8115 valid_0's tweedie: 13.1758
[51] valid_0's poisson: -93.9153 valid_0's tweedie: 13.1657
[52] valid_0's poisson: -94.0177 valid_0's tweedie: 13.1559
[53] valid_0's poisson: -94.1199 valid_0's tweedie: 13.1459
[54] valid_0's poisson: -94.2208 valid_0's tweedie: 13.1361
[55] valid_0's poisson: -94.3207 valid_0's tweedie: 13.1264
[56] valid_0's poisson: -94.4198 valid_0's tweedie: 13.1167
[57] valid_0's poisson: -94.518 valid_0's tweedie: 13.1071
[58] valid_0's poisson: -94.6152 valid_0's tweedie: 13.0975
[59] valid_0's poisson: -94.7119 valid_0's tweedie: 13.088
[60] valid_0's poisson: -94.8079 valid_0's tweedie: 13.0786
[61] valid_0's poisson: -94.9027 valid_0's tweedie: 13.0692
[62] valid_0's poisson: -94.997 valid_0's tweedie: 13.0599
[63] valid_0's poisson: -95.09 valid_0's tweedie: 13.0506
[64] valid_0's poisson: -95.1825 valid_0's tweedie: 13.0414
[65] valid_0's poisson: -95.2743 valid_0's tweedie: 13.0323
[66] valid_0's poisson: -95.365 valid_0's tweedie: 13.0232
[67] valid_0's poisson: -95.4549 valid_0's tweedie: 13.0142
[68] valid_0's poisson: -95.544 valid_0's tweedie: 13.0053
[69] valid_0's poisson: -95.6322 valid_0's tweedie: 12.9964
[70] valid_0's poisson: -95.72 valid_0's tweedie: 12.9875
[71] valid_0's poisson: -95.8068 valid_0's tweedie: 12.9788
[72] valid_0's poisson: -95.8929 valid_0's tweedie: 12.97
[73] valid_0's poisson: -95.9781 valid_0's tweedie: 12.9614
[74] valid_0's poisson: -96.0624 valid_0's tweedie: 12.9528
[75] valid_0's poisson: -96.1462 valid_0's tweedie: 12.9442
[76] valid_0's poisson: -96.2295 valid_0's tweedie: 12.9357
[77] valid_0's poisson: -96.3121 valid_0's tweedie: 12.9273
[78] valid_0's poisson: -96.3936 valid_0's tweedie: 12.9189
[79] valid_0's poisson: -96.4747 valid_0's tweedie: 12.9106
[80] valid_0's poisson: -96.5551 valid_0's tweedie: 12.9023
[81] valid_0's poisson: -96.6346 valid_0's tweedie: 12.8941
[82] valid_0's poisson: -96.7136 valid_0's tweedie: 12.886
[83] valid_0's poisson: -96.7918 valid_0's tweedie: 12.8779
[84] valid_0's poisson: -96.8697 valid_0's tweedie: 12.8698
[85] valid_0's poisson: -96.9468 valid_0's tweedie: 12.8618
[86] valid_0's poisson: -97.0232 valid_0's tweedie: 12.8538
[87] valid_0's poisson: -97.0989 valid_0's tweedie: 12.8459
[88] valid_0's poisson: -97.1742 valid_0's tweedie: 12.8381
[89] valid_0's poisson: -97.2487 valid_0's tweedie: 12.8303
[90] valid_0's poisson: -97.3229 valid_0's tweedie: 12.8225
[91] valid_0's poisson: -97.3963 valid_0's tweedie: 12.8148
[92] valid_0's poisson: -97.469 valid_0's tweedie: 12.8072
[93] valid_0's poisson: -97.5411 valid_0's tweedie: 12.7996
[94] valid_0's poisson: -97.6129 valid_0's tweedie: 12.792
[95] valid_0's poisson: -97.6839 valid_0's tweedie: 12.7845
[96] valid_0's poisson: -97.7544 valid_0's tweedie: 12.7771
[97] valid_0's poisson: -97.8241 valid_0's tweedie: 12.7697
[98] valid_0's poisson: -97.8931 valid_0's tweedie: 12.7624
[99] valid_0's poisson: -97.9617 valid_0's tweedie: 12.7551
[100] valid_0's poisson: -98.0298 valid_0's tweedie: 12.7478
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.7; total time= 0.2s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3415 valid_0's tweedie: 13.7499
[2] valid_0's poisson: -87.5075 valid_0's tweedie: 13.7363
[3] valid_0's poisson: -87.6719 valid_0's tweedie: 13.7228
[4] valid_0's poisson: -87.8342 valid_0's tweedie: 13.7094
[5] valid_0's poisson: -87.9947 valid_0's tweedie: 13.6961
[6] valid_0's poisson: -88.1537 valid_0's tweedie: 13.6828
[7] valid_0's poisson: -88.311 valid_0's tweedie: 13.6697
[8] valid_0's poisson: -88.4666 valid_0's tweedie: 13.6566
[9] valid_0's poisson: -88.6211 valid_0's tweedie: 13.6436
[10] valid_0's poisson: -88.7735 valid_0's tweedie: 13.6307
[11] valid_0's poisson: -88.9249 valid_0's tweedie: 13.6178
[12] valid_0's poisson: -89.0745 valid_0's tweedie: 13.6051
[13] valid_0's poisson: -89.2224 valid_0's tweedie: 13.5925
[14] valid_0's poisson: -89.3698 valid_0's tweedie: 13.5798
[15] valid_0's poisson: -89.5148 valid_0's tweedie: 13.5673
[16] valid_0's poisson: -89.6584 valid_0's tweedie: 13.5549
[17] valid_0's poisson: -89.8009 valid_0's tweedie: 13.5425
[18] valid_0's poisson: -89.9422 valid_0's tweedie: 13.5302
[19] valid_0's poisson: -90.0826 valid_0's tweedie: 13.518
[20] valid_0's poisson: -90.2206 valid_0's tweedie: 13.5059
[21] valid_0's poisson: -90.3578 valid_0's tweedie: 13.4938
[22] valid_0's poisson: -90.494 valid_0's tweedie: 13.4818
[23] valid_0's poisson: -90.6287 valid_0's tweedie: 13.4698
[24] valid_0's poisson: -90.7618 valid_0's tweedie: 13.458
[25] valid_0's poisson: -90.8936 valid_0's tweedie: 13.4462
[26] valid_0's poisson: -91.0242 valid_0's tweedie: 13.4345
[27] valid_0's poisson: -91.1538 valid_0's tweedie: 13.4229
[28] valid_0's poisson: -91.2824 valid_0's tweedie: 13.4113
[29] valid_0's poisson: -91.4099 valid_0's tweedie: 13.3998
[30] valid_0's poisson: -91.536 valid_0's tweedie: 13.3884
[31] valid_0's poisson: -91.6607 valid_0's tweedie: 13.377
[32] valid_0's poisson: -91.7838 valid_0's tweedie: 13.3658
[33] valid_0's poisson: -91.9065 valid_0's tweedie: 13.3546
[34] valid_0's poisson: -92.0276 valid_0's tweedie: 13.3434
[35] valid_0's poisson: -92.1471 valid_0's tweedie: 13.3324
[36] valid_0's poisson: -92.2661 valid_0's tweedie: 13.3214
[37] valid_0's poisson: -92.3839 valid_0's tweedie: 13.3105
[38] valid_0's poisson: -92.5002 valid_0's tweedie: 13.2997
[39] valid_0's poisson: -92.6158 valid_0's tweedie: 13.2889
[40] valid_0's poisson: -92.7298 valid_0's tweedie: 13.2783
[41] valid_0's poisson: -92.8433 valid_0's tweedie: 13.2676
[42] valid_0's poisson: -92.9558 valid_0's tweedie: 13.257
[43] valid_0's poisson: -93.0672 valid_0's tweedie: 13.2465
[44] valid_0's poisson: -93.1775 valid_0's tweedie: 13.2361
[45] valid_0's poisson: -93.287 valid_0's tweedie: 13.2257
[46] valid_0's poisson: -93.395 valid_0's tweedie: 13.2154
[47] valid_0's poisson: -93.5023 valid_0's tweedie: 13.2051
[48] valid_0's poisson: -93.6083 valid_0's tweedie: 13.195
[49] valid_0's poisson: -93.7135 valid_0's tweedie: 13.1849
[50] valid_0's poisson: -93.8175 valid_0's tweedie: 13.1749
[51] valid_0's poisson: -93.9211 valid_0's tweedie: 13.1649
[52] valid_0's poisson: -94.0235 valid_0's tweedie: 13.1549
[53] valid_0's poisson: -94.1246 valid_0's tweedie: 13.1451
[54] valid_0's poisson: -94.2258 valid_0's tweedie: 13.1353
[55] valid_0's poisson: -94.3252 valid_0's tweedie: 13.1256
[56] valid_0's poisson: -94.4236 valid_0's tweedie: 13.116
[57] valid_0's poisson: -94.5216 valid_0's tweedie: 13.1064
[58] valid_0's poisson: -94.6186 valid_0's tweedie: 13.0968
[59] valid_0's poisson: -94.7146 valid_0's tweedie: 13.0873
[60] valid_0's poisson: -94.8101 valid_0's tweedie: 13.0779
[61] valid_0's poisson: -94.904 valid_0's tweedie: 13.0686
[62] valid_0's poisson: -94.9977 valid_0's tweedie: 13.0593
[63] valid_0's poisson: -95.0904 valid_0's tweedie: 13.0501
[64] valid_0's poisson: -95.1822 valid_0's tweedie: 13.0409
[65] valid_0's poisson: -95.2733 valid_0's tweedie: 13.0318
[66] valid_0's poisson: -95.3638 valid_0's tweedie: 13.0228
[67] valid_0's poisson: -95.4528 valid_0's tweedie: 13.0138
[68] valid_0's poisson: -95.5415 valid_0's tweedie: 13.0049
[69] valid_0's poisson: -95.6294 valid_0's tweedie: 12.996
[70] valid_0's poisson: -95.7161 valid_0's tweedie: 12.9872
[71] valid_0's poisson: -95.8025 valid_0's tweedie: 12.9785
[72] valid_0's poisson: -95.8883 valid_0's tweedie: 12.9698
[73] valid_0's poisson: -95.9731 valid_0's tweedie: 12.9612
[74] valid_0's poisson: -96.0579 valid_0's tweedie: 12.9525
[75] valid_0's poisson: -96.1414 valid_0's tweedie: 12.944
[76] valid_0's poisson: -96.2256 valid_0's tweedie: 12.9354
[77] valid_0's poisson: -96.3091 valid_0's tweedie: 12.9269
[78] valid_0's poisson: -96.3906 valid_0's tweedie: 12.9185
[79] valid_0's poisson: -96.4727 valid_0's tweedie: 12.9101
[80] valid_0's poisson: -96.5541 valid_0's tweedie: 12.9017
[81] valid_0's poisson: -96.6347 valid_0's tweedie: 12.8934
[82] valid_0's poisson: -96.7138 valid_0's tweedie: 12.8852
[83] valid_0's poisson: -96.7931 valid_0's tweedie: 12.877
[84] valid_0's poisson: -96.8722 valid_0's tweedie: 12.8689
[85] valid_0's poisson: -96.95 valid_0's tweedie: 12.8608
[86] valid_0's poisson: -97.0276 valid_0's tweedie: 12.8527
[87] valid_0's poisson: -97.1033 valid_0's tweedie: 12.8448
[88] valid_0's poisson: -97.1789 valid_0's tweedie: 12.837
[89] valid_0's poisson: -97.2544 valid_0's tweedie: 12.8291
[90] valid_0's poisson: -97.329 valid_0's tweedie: 12.8213
[91] valid_0's poisson: -97.4021 valid_0's tweedie: 12.8136
[92] valid_0's poisson: -97.4751 valid_0's tweedie: 12.8059
[93] valid_0's poisson: -97.5481 valid_0's tweedie: 12.7982
[94] valid_0's poisson: -97.6202 valid_0's tweedie: 12.7907
[95] valid_0's poisson: -97.6928 valid_0's tweedie: 12.783
[96] valid_0's poisson: -97.7629 valid_0's tweedie: 12.7756
[97] valid_0's poisson: -97.8335 valid_0's tweedie: 12.7681
[98] valid_0's poisson: -97.9038 valid_0's tweedie: 12.7607
[99] valid_0's poisson: -97.9733 valid_0's tweedie: 12.7533
[100] valid_0's poisson: -98.0421 valid_0's tweedie: 12.7461
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.7; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3375 valid_0's tweedie: 13.7503
[2] valid_0's poisson: -87.5038 valid_0's tweedie: 13.7367
[3] valid_0's poisson: -87.6683 valid_0's tweedie: 13.7232
[4] valid_0's poisson: -87.8312 valid_0's tweedie: 13.7097
[5] valid_0's poisson: -87.9923 valid_0's tweedie: 13.6964
[6] valid_0's poisson: -88.1518 valid_0's tweedie: 13.6831
[7] valid_0's poisson: -88.3097 valid_0's tweedie: 13.6699
[8] valid_0's poisson: -88.466 valid_0's tweedie: 13.6569
[9] valid_0's poisson: -88.6207 valid_0's tweedie: 13.6438
[10] valid_0's poisson: -88.7741 valid_0's tweedie: 13.6309
[11] valid_0's poisson: -88.9253 valid_0's tweedie: 13.6181
[12] valid_0's poisson: -89.0753 valid_0's tweedie: 13.6053
[13] valid_0's poisson: -89.2241 valid_0's tweedie: 13.5926
[14] valid_0's poisson: -89.3715 valid_0's tweedie: 13.58
[15] valid_0's poisson: -89.5173 valid_0's tweedie: 13.5675
[16] valid_0's poisson: -89.6617 valid_0's tweedie: 13.555
[17] valid_0's poisson: -89.8047 valid_0's tweedie: 13.5426
[18] valid_0's poisson: -89.9461 valid_0's tweedie: 13.5303
[19] valid_0's poisson: -90.086 valid_0's tweedie: 13.5181
[20] valid_0's poisson: -90.2245 valid_0's tweedie: 13.506
[21] valid_0's poisson: -90.3617 valid_0's tweedie: 13.494
[22] valid_0's poisson: -90.4975 valid_0's tweedie: 13.482
[23] valid_0's poisson: -90.6319 valid_0's tweedie: 13.4701
[24] valid_0's poisson: -90.7653 valid_0's tweedie: 13.4583
[25] valid_0's poisson: -90.897 valid_0's tweedie: 13.4465
[26] valid_0's poisson: -91.0276 valid_0's tweedie: 13.4349
[27] valid_0's poisson: -91.157 valid_0's tweedie: 13.4233
[28] valid_0's poisson: -91.285 valid_0's tweedie: 13.4118
[29] valid_0's poisson: -91.4116 valid_0's tweedie: 13.4003
[30] valid_0's poisson: -91.5376 valid_0's tweedie: 13.3889
[31] valid_0's poisson: -91.662 valid_0's tweedie: 13.3776
[32] valid_0's poisson: -91.7853 valid_0's tweedie: 13.3664
[33] valid_0's poisson: -91.9072 valid_0's tweedie: 13.3552
[34] valid_0's poisson: -92.028 valid_0's tweedie: 13.3441
[35] valid_0's poisson: -92.1481 valid_0's tweedie: 13.3331
[36] valid_0's poisson: -92.2668 valid_0's tweedie: 13.3221
[37] valid_0's poisson: -92.3841 valid_0's tweedie: 13.3113
[38] valid_0's poisson: -92.5002 valid_0's tweedie: 13.3005
[39] valid_0's poisson: -92.6154 valid_0's tweedie: 13.2898
[40] valid_0's poisson: -92.7299 valid_0's tweedie: 13.2791
[41] valid_0's poisson: -92.843 valid_0's tweedie: 13.2685
[42] valid_0's poisson: -92.9549 valid_0's tweedie: 13.258
[43] valid_0's poisson: -93.0665 valid_0's tweedie: 13.2474
[44] valid_0's poisson: -93.1773 valid_0's tweedie: 13.237
[45] valid_0's poisson: -93.2864 valid_0's tweedie: 13.2266
[46] valid_0's poisson: -93.3953 valid_0's tweedie: 13.2163
[47] valid_0's poisson: -93.5034 valid_0's tweedie: 13.206
[48] valid_0's poisson: -93.6099 valid_0's tweedie: 13.1958
[49] valid_0's poisson: -93.7154 valid_0's tweedie: 13.1856
[50] valid_0's poisson: -93.8203 valid_0's tweedie: 13.1756
[51] valid_0's poisson: -93.9239 valid_0's tweedie: 13.1656
[52] valid_0's poisson: -94.0268 valid_0's tweedie: 13.1556
[53] valid_0's poisson: -94.1289 valid_0's tweedie: 13.1457
[54] valid_0's poisson: -94.2299 valid_0's tweedie: 13.1359
[55] valid_0's poisson: -94.3297 valid_0's tweedie: 13.1262
[56] valid_0's poisson: -94.4291 valid_0's tweedie: 13.1165
[57] valid_0's poisson: -94.527 valid_0's tweedie: 13.1069
[58] valid_0's poisson: -94.6244 valid_0's tweedie: 13.0973
[59] valid_0's poisson: -94.721 valid_0's tweedie: 13.0878
[60] valid_0's poisson: -94.8163 valid_0's tweedie: 13.0784
[61] valid_0's poisson: -94.9109 valid_0's tweedie: 13.069
[62] valid_0's poisson: -95.0042 valid_0's tweedie: 13.0598
[63] valid_0's poisson: -95.0977 valid_0's tweedie: 13.0505
[64] valid_0's poisson: -95.19 valid_0's tweedie: 13.0413
[65] valid_0's poisson: -95.281 valid_0's tweedie: 13.0322
[66] valid_0's poisson: -95.3713 valid_0's tweedie: 13.0231
[67] valid_0's poisson: -95.4609 valid_0's tweedie: 13.0141
[68] valid_0's poisson: -95.5496 valid_0's tweedie: 13.0052
[69] valid_0's poisson: -95.638 valid_0's tweedie: 12.9963
[70] valid_0's poisson: -95.7257 valid_0's tweedie: 12.9874
[71] valid_0's poisson: -95.812 valid_0's tweedie: 12.9787
[72] valid_0's poisson: -95.8979 valid_0's tweedie: 12.9699
[73] valid_0's poisson: -95.983 valid_0's tweedie: 12.9613
[74] valid_0's poisson: -96.0675 valid_0's tweedie: 12.9527
[75] valid_0's poisson: -96.1508 valid_0's tweedie: 12.9442
[76] valid_0's poisson: -96.2336 valid_0's tweedie: 12.9357
[77] valid_0's poisson: -96.3156 valid_0's tweedie: 12.9274
[78] valid_0's poisson: -96.3971 valid_0's tweedie: 12.919
[79] valid_0's poisson: -96.478 valid_0's tweedie: 12.9106
[80] valid_0's poisson: -96.5582 valid_0's tweedie: 12.9024
[81] valid_0's poisson: -96.6378 valid_0's tweedie: 12.8942
[82] valid_0's poisson: -96.7163 valid_0's tweedie: 12.8861
[83] valid_0's poisson: -96.7953 valid_0's tweedie: 12.8779
[84] valid_0's poisson: -96.8741 valid_0's tweedie: 12.8697
[85] valid_0's poisson: -96.9518 valid_0's tweedie: 12.8617
[86] valid_0's poisson: -97.0291 valid_0's tweedie: 12.8536
[87] valid_0's poisson: -97.1045 valid_0's tweedie: 12.8458
[88] valid_0's poisson: -97.1802 valid_0's tweedie: 12.8379
[89] valid_0's poisson: -97.2561 valid_0's tweedie: 12.83
[90] valid_0's poisson: -97.331 valid_0's tweedie: 12.8222
[91] valid_0's poisson: -97.4057 valid_0's tweedie: 12.8144
[92] valid_0's poisson: -97.4793 valid_0's tweedie: 12.8067
[93] valid_0's poisson: -97.5524 valid_0's tweedie: 12.799
[94] valid_0's poisson: -97.6253 valid_0's tweedie: 12.7913
[95] valid_0's poisson: -97.6971 valid_0's tweedie: 12.7838
[96] valid_0's poisson: -97.7688 valid_0's tweedie: 12.7762
[97] valid_0's poisson: -97.8398 valid_0's tweedie: 12.7687
[98] valid_0's poisson: -97.9097 valid_0's tweedie: 12.7613
[99] valid_0's poisson: -97.9795 valid_0's tweedie: 12.754
[100] valid_0's poisson: -98.049 valid_0's tweedie: 12.7466
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.7; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.343 valid_0's tweedie: 13.7498
[2] valid_0's poisson: -87.5083 valid_0's tweedie: 13.7362
[3] valid_0's poisson: -87.6719 valid_0's tweedie: 13.7228
[4] valid_0's poisson: -87.8338 valid_0's tweedie: 13.7094
[5] valid_0's poisson: -87.994 valid_0's tweedie: 13.6961
[6] valid_0's poisson: -88.1532 valid_0's tweedie: 13.6828
[7] valid_0's poisson: -88.3102 valid_0's tweedie: 13.6697
[8] valid_0's poisson: -88.4667 valid_0's tweedie: 13.6565
[9] valid_0's poisson: -88.6215 valid_0's tweedie: 13.6435
[10] valid_0's poisson: -88.7739 valid_0's tweedie: 13.6306
[11] valid_0's poisson: -88.9254 valid_0's tweedie: 13.6177
[12] valid_0's poisson: -89.0749 valid_0's tweedie: 13.605
[13] valid_0's poisson: -89.2234 valid_0's tweedie: 13.5923
[14] valid_0's poisson: -89.3698 valid_0's tweedie: 13.5797
[15] valid_0's poisson: -89.5154 valid_0's tweedie: 13.5671
[16] valid_0's poisson: -89.6589 valid_0's tweedie: 13.5547
[17] valid_0's poisson: -89.8016 valid_0's tweedie: 13.5423
[18] valid_0's poisson: -89.9424 valid_0's tweedie: 13.5301
[19] valid_0's poisson: -90.0817 valid_0's tweedie: 13.5179
[20] valid_0's poisson: -90.22 valid_0's tweedie: 13.5058
[21] valid_0's poisson: -90.357 valid_0's tweedie: 13.4937
[22] valid_0's poisson: -90.4925 valid_0's tweedie: 13.4817
[23] valid_0's poisson: -90.6268 valid_0's tweedie: 13.4698
[24] valid_0's poisson: -90.7598 valid_0's tweedie: 13.458
[25] valid_0's poisson: -90.8915 valid_0's tweedie: 13.4463
[26] valid_0's poisson: -91.0219 valid_0's tweedie: 13.4346
[27] valid_0's poisson: -91.1509 valid_0's tweedie: 13.423
[28] valid_0's poisson: -91.279 valid_0's tweedie: 13.4114
[29] valid_0's poisson: -91.4057 valid_0's tweedie: 13.4
[30] valid_0's poisson: -91.5311 valid_0's tweedie: 13.3886
[31] valid_0's poisson: -91.6555 valid_0's tweedie: 13.3773
[32] valid_0's poisson: -91.7786 valid_0's tweedie: 13.366
[33] valid_0's poisson: -91.9004 valid_0's tweedie: 13.3549
[34] valid_0's poisson: -92.0211 valid_0's tweedie: 13.3438
[35] valid_0's poisson: -92.1409 valid_0's tweedie: 13.3327
[36] valid_0's poisson: -92.2593 valid_0's tweedie: 13.3218
[37] valid_0's poisson: -92.3768 valid_0's tweedie: 13.3109
[38] valid_0's poisson: -92.4932 valid_0's tweedie: 13.3
[39] valid_0's poisson: -92.6082 valid_0's tweedie: 13.2893
[40] valid_0's poisson: -92.7222 valid_0's tweedie: 13.2786
[41] valid_0's poisson: -92.8353 valid_0's tweedie: 13.268
[42] valid_0's poisson: -92.9474 valid_0's tweedie: 13.2574
[43] valid_0's poisson: -93.0583 valid_0's tweedie: 13.247
[44] valid_0's poisson: -93.1686 valid_0's tweedie: 13.2365
[45] valid_0's poisson: -93.2774 valid_0's tweedie: 13.2262
[46] valid_0's poisson: -93.3855 valid_0's tweedie: 13.2159
[47] valid_0's poisson: -93.4924 valid_0's tweedie: 13.2056
[48] valid_0's poisson: -93.5983 valid_0's tweedie: 13.1955
[49] valid_0's poisson: -93.7033 valid_0's tweedie: 13.1854
[50] valid_0's poisson: -93.8075 valid_0's tweedie: 13.1754
[51] valid_0's poisson: -93.9108 valid_0's tweedie: 13.1654
[52] valid_0's poisson: -94.0128 valid_0's tweedie: 13.1555
[53] valid_0's poisson: -94.1139 valid_0's tweedie: 13.1457
[54] valid_0's poisson: -94.2142 valid_0's tweedie: 13.1359
[55] valid_0's poisson: -94.3137 valid_0's tweedie: 13.1262
[56] valid_0's poisson: -94.4121 valid_0's tweedie: 13.1166
[57] valid_0's poisson: -94.5097 valid_0's tweedie: 13.107
[58] valid_0's poisson: -94.6062 valid_0's tweedie: 13.0975
[59] valid_0's poisson: -94.7021 valid_0's tweedie: 13.088
[60] valid_0's poisson: -94.7971 valid_0's tweedie: 13.0786
[61] valid_0's poisson: -94.8913 valid_0's tweedie: 13.0693
[62] valid_0's poisson: -94.9844 valid_0's tweedie: 13.06
[63] valid_0's poisson: -95.0769 valid_0's tweedie: 13.0508
[64] valid_0's poisson: -95.1688 valid_0's tweedie: 13.0417
[65] valid_0's poisson: -95.2594 valid_0's tweedie: 13.0326
[66] valid_0's poisson: -95.3491 valid_0's tweedie: 13.0236
[67] valid_0's poisson: -95.4385 valid_0's tweedie: 13.0146
[68] valid_0's poisson: -95.5269 valid_0's tweedie: 13.0057
[69] valid_0's poisson: -95.6143 valid_0's tweedie: 12.9969
[70] valid_0's poisson: -95.7015 valid_0's tweedie: 12.988
[71] valid_0's poisson: -95.7875 valid_0's tweedie: 12.9793
[72] valid_0's poisson: -95.8735 valid_0's tweedie: 12.9706
[73] valid_0's poisson: -95.9586 valid_0's tweedie: 12.9619
[74] valid_0's poisson: -96.0432 valid_0's tweedie: 12.9533
[75] valid_0's poisson: -96.1272 valid_0's tweedie: 12.9447
[76] valid_0's poisson: -96.2107 valid_0's tweedie: 12.9362
[77] valid_0's poisson: -96.2923 valid_0's tweedie: 12.9278
[78] valid_0's poisson: -96.3742 valid_0's tweedie: 12.9194
[79] valid_0's poisson: -96.4555 valid_0's tweedie: 12.911
[80] valid_0's poisson: -96.5364 valid_0's tweedie: 12.9027
[81] valid_0's poisson: -96.6161 valid_0's tweedie: 12.8945
[82] valid_0's poisson: -96.6949 valid_0's tweedie: 12.8863
[83] valid_0's poisson: -96.7736 valid_0's tweedie: 12.8782
[84] valid_0's poisson: -96.8513 valid_0's tweedie: 12.8701
[85] valid_0's poisson: -96.9287 valid_0's tweedie: 12.8621
[86] valid_0's poisson: -97.0044 valid_0's tweedie: 12.8542
[87] valid_0's poisson: -97.0801 valid_0's tweedie: 12.8463
[88] valid_0's poisson: -97.1555 valid_0's tweedie: 12.8385
[89] valid_0's poisson: -97.2301 valid_0's tweedie: 12.8307
[90] valid_0's poisson: -97.3039 valid_0's tweedie: 12.8229
[91] valid_0's poisson: -97.377 valid_0's tweedie: 12.8152
[92] valid_0's poisson: -97.4497 valid_0's tweedie: 12.8076
[93] valid_0's poisson: -97.5221 valid_0's tweedie: 12.8
[94] valid_0's poisson: -97.5928 valid_0's tweedie: 12.7925
[95] valid_0's poisson: -97.6638 valid_0's tweedie: 12.785
[96] valid_0's poisson: -97.7341 valid_0's tweedie: 12.7776
[97] valid_0's poisson: -97.8038 valid_0's tweedie: 12.7702
[98] valid_0's poisson: -97.8728 valid_0's tweedie: 12.7628
[99] valid_0's poisson: -97.9415 valid_0's tweedie: 12.7555
[100] valid_0's poisson: -98.0106 valid_0's tweedie: 12.7482
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.7; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3321 valid_0's tweedie: 13.7507
[2] valid_0's poisson: -87.4988 valid_0's tweedie: 13.7371
[3] valid_0's poisson: -87.6638 valid_0's tweedie: 13.7236
[4] valid_0's poisson: -87.8271 valid_0's tweedie: 13.7102
[5] valid_0's poisson: -87.9888 valid_0's tweedie: 13.6968
[6] valid_0's poisson: -88.1484 valid_0's tweedie: 13.6836
[7] valid_0's poisson: -88.3065 valid_0's tweedie: 13.6704
[8] valid_0's poisson: -88.4633 valid_0's tweedie: 13.6573
[9] valid_0's poisson: -88.6186 valid_0's tweedie: 13.6443
[10] valid_0's poisson: -88.7724 valid_0's tweedie: 13.6313
[11] valid_0's poisson: -88.9242 valid_0's tweedie: 13.6185
[12] valid_0's poisson: -89.075 valid_0's tweedie: 13.6057
[13] valid_0's poisson: -89.2232 valid_0's tweedie: 13.5931
[14] valid_0's poisson: -89.3707 valid_0's tweedie: 13.5805
[15] valid_0's poisson: -89.517 valid_0's tweedie: 13.5679
[16] valid_0's poisson: -89.6612 valid_0's tweedie: 13.5555
[17] valid_0's poisson: -89.8043 valid_0's tweedie: 13.5431
[18] valid_0's poisson: -89.9463 valid_0's tweedie: 13.5308
[19] valid_0's poisson: -90.0868 valid_0's tweedie: 13.5186
[20] valid_0's poisson: -90.2253 valid_0's tweedie: 13.5065
[21] valid_0's poisson: -90.3627 valid_0's tweedie: 13.4945
[22] valid_0's poisson: -90.4991 valid_0's tweedie: 13.4825
[23] valid_0's poisson: -90.6339 valid_0's tweedie: 13.4706
[24] valid_0's poisson: -90.7674 valid_0's tweedie: 13.4587
[25] valid_0's poisson: -90.8999 valid_0's tweedie: 13.447
[26] valid_0's poisson: -91.0306 valid_0's tweedie: 13.4353
[27] valid_0's poisson: -91.1608 valid_0's tweedie: 13.4237
[28] valid_0's poisson: -91.2898 valid_0's tweedie: 13.4121
[29] valid_0's poisson: -91.4171 valid_0's tweedie: 13.4006
[30] valid_0's poisson: -91.543 valid_0's tweedie: 13.3893
[31] valid_0's poisson: -91.6674 valid_0's tweedie: 13.378
[32] valid_0's poisson: -91.7913 valid_0's tweedie: 13.3667
[33] valid_0's poisson: -91.9138 valid_0's tweedie: 13.3556
[34] valid_0's poisson: -92.035 valid_0's tweedie: 13.3445
[35] valid_0's poisson: -92.1552 valid_0's tweedie: 13.3334
[36] valid_0's poisson: -92.2744 valid_0's tweedie: 13.3225
[37] valid_0's poisson: -92.3925 valid_0's tweedie: 13.3116
[38] valid_0's poisson: -92.5087 valid_0's tweedie: 13.3008
[39] valid_0's poisson: -92.6245 valid_0's tweedie: 13.29
[40] valid_0's poisson: -92.7392 valid_0's tweedie: 13.2793
[41] valid_0's poisson: -92.8525 valid_0's tweedie: 13.2687
[42] valid_0's poisson: -92.9652 valid_0's tweedie: 13.2582
[43] valid_0's poisson: -93.0767 valid_0's tweedie: 13.2477
[44] valid_0's poisson: -93.1874 valid_0's tweedie: 13.2372
[45] valid_0's poisson: -93.2968 valid_0's tweedie: 13.2269
[46] valid_0's poisson: -93.4054 valid_0's tweedie: 13.2166
[47] valid_0's poisson: -93.5131 valid_0's tweedie: 13.2063
[48] valid_0's poisson: -93.6192 valid_0's tweedie: 13.1962
[49] valid_0's poisson: -93.7247 valid_0's tweedie: 13.1861
[50] valid_0's poisson: -93.8294 valid_0's tweedie: 13.176
[51] valid_0's poisson: -93.9333 valid_0's tweedie: 13.166
[52] valid_0's poisson: -94.0359 valid_0's tweedie: 13.1561
[53] valid_0's poisson: -94.1377 valid_0's tweedie: 13.1463
[54] valid_0's poisson: -94.2386 valid_0's tweedie: 13.1365
[55] valid_0's poisson: -94.3387 valid_0's tweedie: 13.1267
[56] valid_0's poisson: -94.4376 valid_0's tweedie: 13.1171
[57] valid_0's poisson: -94.5358 valid_0's tweedie: 13.1075
[58] valid_0's poisson: -94.6329 valid_0's tweedie: 13.098
[59] valid_0's poisson: -94.7292 valid_0's tweedie: 13.0885
[60] valid_0's poisson: -94.8247 valid_0's tweedie: 13.0791
[61] valid_0's poisson: -94.9192 valid_0's tweedie: 13.0697
[62] valid_0's poisson: -95.0129 valid_0's tweedie: 13.0605
[63] valid_0's poisson: -95.1058 valid_0's tweedie: 13.0512
[64] valid_0's poisson: -95.1976 valid_0's tweedie: 13.0421
[65] valid_0's poisson: -95.2888 valid_0's tweedie: 13.033
[66] valid_0's poisson: -95.3796 valid_0's tweedie: 13.0239
[67] valid_0's poisson: -95.4699 valid_0's tweedie: 13.0148
[68] valid_0's poisson: -95.5594 valid_0's tweedie: 13.0059
[69] valid_0's poisson: -95.6484 valid_0's tweedie: 12.9969
[70] valid_0's poisson: -95.7375 valid_0's tweedie: 12.9879
[71] valid_0's poisson: -95.8249 valid_0's tweedie: 12.9791
[72] valid_0's poisson: -95.9123 valid_0's tweedie: 12.9703
[73] valid_0's poisson: -95.9991 valid_0's tweedie: 12.9615
[74] valid_0's poisson: -96.0852 valid_0's tweedie: 12.9528
[75] valid_0's poisson: -96.1705 valid_0's tweedie: 12.9441
[76] valid_0's poisson: -96.2542 valid_0's tweedie: 12.9356
[77] valid_0's poisson: -96.338 valid_0's tweedie: 12.927
[78] valid_0's poisson: -96.4209 valid_0's tweedie: 12.9186
[79] valid_0's poisson: -96.5033 valid_0's tweedie: 12.9101
[80] valid_0's poisson: -96.5841 valid_0's tweedie: 12.9018
[81] valid_0's poisson: -96.6649 valid_0's tweedie: 12.8935
[82] valid_0's poisson: -96.7449 valid_0's tweedie: 12.8853
[83] valid_0's poisson: -96.8243 valid_0's tweedie: 12.8771
[84] valid_0's poisson: -96.9031 valid_0's tweedie: 12.8689
[85] valid_0's poisson: -96.9806 valid_0's tweedie: 12.8609
[86] valid_0's poisson: -97.0579 valid_0's tweedie: 12.8528
[87] valid_0's poisson: -97.1348 valid_0's tweedie: 12.8448
[88] valid_0's poisson: -97.2108 valid_0's tweedie: 12.8369
[89] valid_0's poisson: -97.2862 valid_0's tweedie: 12.829
[90] valid_0's poisson: -97.3608 valid_0's tweedie: 12.8212
[91] valid_0's poisson: -97.4345 valid_0's tweedie: 12.8135
[92] valid_0's poisson: -97.508 valid_0's tweedie: 12.8058
[93] valid_0's poisson: -97.5812 valid_0's tweedie: 12.7981
[94] valid_0's poisson: -97.6532 valid_0's tweedie: 12.7905
[95] valid_0's poisson: -97.725 valid_0's tweedie: 12.783
[96] valid_0's poisson: -97.7959 valid_0's tweedie: 12.7755
[97] valid_0's poisson: -97.8662 valid_0's tweedie: 12.7681
[98] valid_0's poisson: -97.9363 valid_0's tweedie: 12.7607
[99] valid_0's poisson: -98.0056 valid_0's tweedie: 12.7533
[100] valid_0's poisson: -98.0743 valid_0's tweedie: 12.7461
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.7; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6758 valid_0's tweedie: 34.683
[2] valid_0's poisson: -88.1645 valid_0's tweedie: 34.5662
[3] valid_0's poisson: -88.642 valid_0's tweedie: 34.4519
[4] valid_0's poisson: -89.107 valid_0's tweedie: 34.3405
[5] valid_0's poisson: -89.5604 valid_0's tweedie: 34.2317
[6] valid_0's poisson: -90.001 valid_0's tweedie: 34.1259
[7] valid_0's poisson: -90.4318 valid_0's tweedie: 34.0223
[8] valid_0's poisson: -90.8505 valid_0's tweedie: 33.9215
[9] valid_0's poisson: -91.2601 valid_0's tweedie: 33.8228
[10] valid_0's poisson: -91.6523 valid_0's tweedie: 33.728
[11] valid_0's poisson: -92.0329 valid_0's tweedie: 33.6359
[12] valid_0's poisson: -92.4078 valid_0's tweedie: 33.545
[13] valid_0's poisson: -92.7789 valid_0's tweedie: 33.4551
[14] valid_0's poisson: -93.1325 valid_0's tweedie: 33.369
[15] valid_0's poisson: -93.4778 valid_0's tweedie: 33.2848
[16] valid_0's poisson: -93.8208 valid_0's tweedie: 33.2013
[17] valid_0's poisson: -94.1484 valid_0's tweedie: 33.1209
[18] valid_0's poisson: -94.4706 valid_0's tweedie: 33.0419
[19] valid_0's poisson: -94.7888 valid_0's tweedie: 32.9641
[20] valid_0's poisson: -95.0901 valid_0's tweedie: 32.8898
[21] valid_0's poisson: -95.3867 valid_0's tweedie: 32.8165
[22] valid_0's poisson: -95.6847 valid_0's tweedie: 32.7432
[23] valid_0's poisson: -95.9627 valid_0's tweedie: 32.6743
[24] valid_0's poisson: -96.2417 valid_0's tweedie: 32.6051
[25] valid_0's poisson: -96.5118 valid_0's tweedie: 32.538
[26] valid_0's poisson: -96.7719 valid_0's tweedie: 32.4729
[27] valid_0's poisson: -97.034 valid_0's tweedie: 32.4079
[28] valid_0's poisson: -97.2824 valid_0's tweedie: 32.3455
[29] valid_0's poisson: -97.5265 valid_0's tweedie: 32.2843
[30] valid_0's poisson: -97.7658 valid_0's tweedie: 32.2243
[31] valid_0's poisson: -98.0003 valid_0's tweedie: 32.1654
[32] valid_0's poisson: -98.2221 valid_0's tweedie: 32.109
[33] valid_0's poisson: -98.4486 valid_0's tweedie: 32.0523
[34] valid_0's poisson: -98.662 valid_0's tweedie: 31.9979
[35] valid_0's poisson: -98.8728 valid_0's tweedie: 31.9446
[36] valid_0's poisson: -99.0861 valid_0's tweedie: 31.891
[37] valid_0's poisson: -99.2806 valid_0's tweedie: 31.8411
[38] valid_0's poisson: -99.4704 valid_0's tweedie: 31.7924
[39] valid_0's poisson: -99.6672 valid_0's tweedie: 31.7426
[40] valid_0's poisson: -99.8497 valid_0's tweedie: 31.6955
[41] valid_0's poisson: -100.031 valid_0's tweedie: 31.6491
[42] valid_0's poisson: -100.214 valid_0's tweedie: 31.6026
[43] valid_0's poisson: -100.381 valid_0's tweedie: 31.5593
[44] valid_0's poisson: -100.554 valid_0's tweedie: 31.515
[45] valid_0's poisson: -100.714 valid_0's tweedie: 31.4732
[46] valid_0's poisson: -100.873 valid_0's tweedie: 31.4321
[47] valid_0's poisson: -101.035 valid_0's tweedie: 31.3906
[48] valid_0's poisson: -101.181 valid_0's tweedie: 31.3521
[49] valid_0's poisson: -101.329 valid_0's tweedie: 31.3136
[50] valid_0's poisson: -101.473 valid_0's tweedie: 31.276
[51] valid_0's poisson: -101.613 valid_0's tweedie: 31.2392
[52] valid_0's poisson: -101.751 valid_0's tweedie: 31.2031
[53] valid_0's poisson: -101.885 valid_0's tweedie: 31.1679
[54] valid_0's poisson: -102.022 valid_0's tweedie: 31.1324
[55] valid_0's poisson: -102.146 valid_0's tweedie: 31.0994
[56] valid_0's poisson: -102.274 valid_0's tweedie: 31.066
[57] valid_0's poisson: -102.41 valid_0's tweedie: 31.0309
[58] valid_0's poisson: -102.526 valid_0's tweedie: 31
[59] valid_0's poisson: -102.653 valid_0's tweedie: 30.9671
[60] valid_0's poisson: -102.776 valid_0's tweedie: 30.9349
[61] valid_0's poisson: -102.886 valid_0's tweedie: 30.9056
[62] valid_0's poisson: -103.003 valid_0's tweedie: 30.8751
[63] valid_0's poisson: -103.106 valid_0's tweedie: 30.8474
[64] valid_0's poisson: -103.218 valid_0's tweedie: 30.818
[65] valid_0's poisson: -103.33 valid_0's tweedie: 30.789
[66] valid_0's poisson: -103.427 valid_0's tweedie: 30.7627
[67] valid_0's poisson: -103.534 valid_0's tweedie: 30.7347
[68] valid_0's poisson: -103.636 valid_0's tweedie: 30.7076
[69] valid_0's poisson: -103.726 valid_0's tweedie: 30.6833
[70] valid_0's poisson: -103.826 valid_0's tweedie: 30.6569
[71] valid_0's poisson: -103.913 valid_0's tweedie: 30.6332
[72] valid_0's poisson: -104.009 valid_0's tweedie: 30.6079
[73] valid_0's poisson: -104.099 valid_0's tweedie: 30.5838
[74] valid_0's poisson: -104.178 valid_0's tweedie: 30.5621
[75] valid_0's poisson: -104.266 valid_0's tweedie: 30.5385
[76] valid_0's poisson: -104.347 valid_0's tweedie: 30.517
[77] valid_0's poisson: -104.429 valid_0's tweedie: 30.495
[78] valid_0's poisson: -104.511 valid_0's tweedie: 30.4732
[79] valid_0's poisson: -104.583 valid_0's tweedie: 30.4534
[80] valid_0's poisson: -104.662 valid_0's tweedie: 30.4316
[81] valid_0's poisson: -104.734 valid_0's tweedie: 30.412
[82] valid_0's poisson: -104.807 valid_0's tweedie: 30.3921
[83] valid_0's poisson: -104.88 valid_0's tweedie: 30.3717
[84] valid_0's poisson: -104.947 valid_0's tweedie: 30.3532
[85] valid_0's poisson: -105.017 valid_0's tweedie: 30.3337
[86] valid_0's poisson: -105.086 valid_0's tweedie: 30.3154
[87] valid_0's poisson: -105.146 valid_0's tweedie: 30.2987
[88] valid_0's poisson: -105.212 valid_0's tweedie: 30.2803
[89] valid_0's poisson: -105.274 valid_0's tweedie: 30.2635
[90] valid_0's poisson: -105.333 valid_0's tweedie: 30.2472
[91] valid_0's poisson: -105.394 valid_0's tweedie: 30.2301
[92] valid_0's poisson: -105.456 valid_0's tweedie: 30.2135
[93] valid_0's poisson: -105.509 valid_0's tweedie: 30.1985
[94] valid_0's poisson: -105.565 valid_0's tweedie: 30.183
[95] valid_0's poisson: -105.622 valid_0's tweedie: 30.1672
[96] valid_0's poisson: -105.672 valid_0's tweedie: 30.153
[97] valid_0's poisson: -105.725 valid_0's tweedie: 30.1384
[98] valid_0's poisson: -105.781 valid_0's tweedie: 30.1235
[99] valid_0's poisson: -105.831 valid_0's tweedie: 30.1096
[100] valid_0's poisson: -105.88 valid_0's tweedie: 30.0963
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6789 valid_0's tweedie: 34.6822
[2] valid_0's poisson: -88.1689 valid_0's tweedie: 34.5651
[3] valid_0's poisson: -88.649 valid_0's tweedie: 34.4503
[4] valid_0's poisson: -89.1146 valid_0's tweedie: 34.3387
[5] valid_0's poisson: -89.5625 valid_0's tweedie: 34.2313
[6] valid_0's poisson: -90.0051 valid_0's tweedie: 34.1249
[7] valid_0's poisson: -90.4308 valid_0's tweedie: 34.0225
[8] valid_0's poisson: -90.8422 valid_0's tweedie: 33.9233
[9] valid_0's poisson: -91.2468 valid_0's tweedie: 33.8256
[10] valid_0's poisson: -91.6462 valid_0's tweedie: 33.7291
[11] valid_0's poisson: -92.0319 valid_0's tweedie: 33.6357
[12] valid_0's poisson: -92.406 valid_0's tweedie: 33.545
[13] valid_0's poisson: -92.7685 valid_0's tweedie: 33.4568
[14] valid_0's poisson: -93.1335 valid_0's tweedie: 33.3682
[15] valid_0's poisson: -93.4771 valid_0's tweedie: 33.2844
[16] valid_0's poisson: -93.8209 valid_0's tweedie: 33.2005
[17] valid_0's poisson: -94.1516 valid_0's tweedie: 33.1196
[18] valid_0's poisson: -94.4725 valid_0's tweedie: 33.041
[19] valid_0's poisson: -94.7826 valid_0's tweedie: 32.9646
[20] valid_0's poisson: -95.098 valid_0's tweedie: 32.8874
[21] valid_0's poisson: -95.393 valid_0's tweedie: 32.8145
[22] valid_0's poisson: -95.6834 valid_0's tweedie: 32.7428
[23] valid_0's poisson: -95.9728 valid_0's tweedie: 32.6714
[24] valid_0's poisson: -96.2502 valid_0's tweedie: 32.6027
[25] valid_0's poisson: -96.5192 valid_0's tweedie: 32.5358
[26] valid_0's poisson: -96.7872 valid_0's tweedie: 32.4693
[27] valid_0's poisson: -97.0442 valid_0's tweedie: 32.4053
[28] valid_0's poisson: -97.2937 valid_0's tweedie: 32.3431
[29] valid_0's poisson: -97.5438 valid_0's tweedie: 32.2806
[30] valid_0's poisson: -97.7818 valid_0's tweedie: 32.221
[31] valid_0's poisson: -98.0145 valid_0's tweedie: 32.1624
[32] valid_0's poisson: -98.2455 valid_0's tweedie: 32.1044
[33] valid_0's poisson: -98.4681 valid_0's tweedie: 32.0484
[34] valid_0's poisson: -98.6878 valid_0's tweedie: 31.9929
[35] valid_0's poisson: -98.8975 valid_0's tweedie: 31.9399
[36] valid_0's poisson: -99.1065 valid_0's tweedie: 31.8869
[37] valid_0's poisson: -99.3042 valid_0's tweedie: 31.8366
[38] valid_0's poisson: -99.4987 valid_0's tweedie: 31.7873
[39] valid_0's poisson: -99.6925 valid_0's tweedie: 31.7378
[40] valid_0's poisson: -99.8776 valid_0's tweedie: 31.6903
[41] valid_0's poisson: -100.06 valid_0's tweedie: 31.6436
[42] valid_0's poisson: -100.234 valid_0's tweedie: 31.599
[43] valid_0's poisson: -100.415 valid_0's tweedie: 31.5529
[44] valid_0's poisson: -100.579 valid_0's tweedie: 31.5103
[45] valid_0's poisson: -100.744 valid_0's tweedie: 31.4678
[46] valid_0's poisson: -100.906 valid_0's tweedie: 31.4259
[47] valid_0's poisson: -101.061 valid_0's tweedie: 31.3854
[48] valid_0's poisson: -101.216 valid_0's tweedie: 31.3453
[49] valid_0's poisson: -101.362 valid_0's tweedie: 31.3074
[50] valid_0's poisson: -101.506 valid_0's tweedie: 31.27
[51] valid_0's poisson: -101.657 valid_0's tweedie: 31.231
[52] valid_0's poisson: -101.793 valid_0's tweedie: 31.1952
[53] valid_0's poisson: -101.943 valid_0's tweedie: 31.1567
[54] valid_0's poisson: -102.072 valid_0's tweedie: 31.1228
[55] valid_0's poisson: -102.212 valid_0's tweedie: 31.0866
[56] valid_0's poisson: -102.337 valid_0's tweedie: 31.0536
[57] valid_0's poisson: -102.473 valid_0's tweedie: 31.0185
[58] valid_0's poisson: -102.589 valid_0's tweedie: 30.9878
[59] valid_0's poisson: -102.714 valid_0's tweedie: 30.955
[60] valid_0's poisson: -102.841 valid_0's tweedie: 30.9223
[61] valid_0's poisson: -102.948 valid_0's tweedie: 30.8935
[62] valid_0's poisson: -103.068 valid_0's tweedie: 30.8623
[63] valid_0's poisson: -103.171 valid_0's tweedie: 30.8343
[64] valid_0's poisson: -103.287 valid_0's tweedie: 30.8042
[65] valid_0's poisson: -103.387 valid_0's tweedie: 30.7772
[66] valid_0's poisson: -103.497 valid_0's tweedie: 30.7485
[67] valid_0's poisson: -103.59 valid_0's tweedie: 30.7234
[68] valid_0's poisson: -103.695 valid_0's tweedie: 30.6958
[69] valid_0's poisson: -103.784 valid_0's tweedie: 30.6712
[70] valid_0's poisson: -103.884 valid_0's tweedie: 30.645
[71] valid_0's poisson: -103.982 valid_0's tweedie: 30.6191
[72] valid_0's poisson: -104.066 valid_0's tweedie: 30.5961
[73] valid_0's poisson: -104.159 valid_0's tweedie: 30.5716
[74] valid_0's poisson: -104.239 valid_0's tweedie: 30.5499
[75] valid_0's poisson: -104.328 valid_0's tweedie: 30.5264
[76] valid_0's poisson: -104.404 valid_0's tweedie: 30.5053
[77] valid_0's poisson: -104.49 valid_0's tweedie: 30.4824
[78] valid_0's poisson: -104.572 valid_0's tweedie: 30.4604
[79] valid_0's poisson: -104.647 valid_0's tweedie: 30.4402
[80] valid_0's poisson: -104.723 valid_0's tweedie: 30.4197
[81] valid_0's poisson: -104.792 valid_0's tweedie: 30.4007
[82] valid_0's poisson: -104.867 valid_0's tweedie: 30.3798
[83] valid_0's poisson: -104.931 valid_0's tweedie: 30.3616
[84] valid_0's poisson: -105.004 valid_0's tweedie: 30.3422
[85] valid_0's poisson: -105.076 valid_0's tweedie: 30.3229
[86] valid_0's poisson: -105.137 valid_0's tweedie: 30.3057
[87] valid_0's poisson: -105.204 valid_0's tweedie: 30.287
[88] valid_0's poisson: -105.272 valid_0's tweedie: 30.2687
[89] valid_0's poisson: -105.329 valid_0's tweedie: 30.2525
[90] valid_0's poisson: -105.392 valid_0's tweedie: 30.2348
[91] valid_0's poisson: -105.448 valid_0's tweedie: 30.2195
[92] valid_0's poisson: -105.507 valid_0's tweedie: 30.2026
[93] valid_0's poisson: -105.564 valid_0's tweedie: 30.1872
[94] valid_0's poisson: -105.62 valid_0's tweedie: 30.1711
[95] valid_0's poisson: -105.671 valid_0's tweedie: 30.1568
[96] valid_0's poisson: -105.726 valid_0's tweedie: 30.1417
[97] valid_0's poisson: -105.782 valid_0's tweedie: 30.1266
[98] valid_0's poisson: -105.829 valid_0's tweedie: 30.1131
[99] valid_0's poisson: -105.88 valid_0's tweedie: 30.0991
[100] valid_0's poisson: -105.933 valid_0's tweedie: 30.0849
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6716 valid_0's tweedie: 34.6841
[2] valid_0's poisson: -88.1621 valid_0's tweedie: 34.567
[3] valid_0's poisson: -88.6395 valid_0's tweedie: 34.4529
[4] valid_0's poisson: -89.1062 valid_0's tweedie: 34.3413
[5] valid_0's poisson: -89.5615 valid_0's tweedie: 34.2322
[6] valid_0's poisson: -90.0063 valid_0's tweedie: 34.1255
[7] valid_0's poisson: -90.4375 valid_0's tweedie: 34.022
[8] valid_0's poisson: -90.8494 valid_0's tweedie: 33.9229
[9] valid_0's poisson: -91.2601 valid_0's tweedie: 33.824
[10] valid_0's poisson: -91.6515 valid_0's tweedie: 33.7295
[11] valid_0's poisson: -92.0454 valid_0's tweedie: 33.6344
[12] valid_0's poisson: -92.4167 valid_0's tweedie: 33.5445
[13] valid_0's poisson: -92.784 valid_0's tweedie: 33.4554
[14] valid_0's poisson: -93.1366 valid_0's tweedie: 33.3697
[15] valid_0's poisson: -93.492 valid_0's tweedie: 33.2834
[16] valid_0's poisson: -93.827 valid_0's tweedie: 33.2017
[17] valid_0's poisson: -94.1627 valid_0's tweedie: 33.1199
[18] valid_0's poisson: -94.4808 valid_0's tweedie: 33.042
[19] valid_0's poisson: -94.7905 valid_0's tweedie: 32.9659
[20] valid_0's poisson: -95.1056 valid_0's tweedie: 32.8888
[21] valid_0's poisson: -95.4048 valid_0's tweedie: 32.8152
[22] valid_0's poisson: -95.6974 valid_0's tweedie: 32.7432
[23] valid_0's poisson: -95.9893 valid_0's tweedie: 32.6714
[24] valid_0's poisson: -96.2632 valid_0's tweedie: 32.6034
[25] valid_0's poisson: -96.5286 valid_0's tweedie: 32.5374
[26] valid_0's poisson: -96.7994 valid_0's tweedie: 32.4705
[27] valid_0's poisson: -97.055 valid_0's tweedie: 32.4066
[28] valid_0's poisson: -97.3148 valid_0's tweedie: 32.3423
[29] valid_0's poisson: -97.5568 valid_0's tweedie: 32.2814
[30] valid_0's poisson: -97.7993 valid_0's tweedie: 32.2208
[31] valid_0's poisson: -98.0332 valid_0's tweedie: 32.1621
[32] valid_0's poisson: -98.2645 valid_0's tweedie: 32.104
[33] valid_0's poisson: -98.4859 valid_0's tweedie: 32.0482
[34] valid_0's poisson: -98.7037 valid_0's tweedie: 31.9932
[35] valid_0's poisson: -98.9154 valid_0's tweedie: 31.9397
[36] valid_0's poisson: -99.1214 valid_0's tweedie: 31.8877
[37] valid_0's poisson: -99.3223 valid_0's tweedie: 31.8366
[38] valid_0's poisson: -99.5183 valid_0's tweedie: 31.7868
[39] valid_0's poisson: -99.7081 valid_0's tweedie: 31.7383
[40] valid_0's poisson: -99.8961 valid_0's tweedie: 31.6902
[41] valid_0's poisson: -100.076 valid_0's tweedie: 31.6442
[42] valid_0's poisson: -100.259 valid_0's tweedie: 31.5976
[43] valid_0's poisson: -100.43 valid_0's tweedie: 31.5534
[44] valid_0's poisson: -100.596 valid_0's tweedie: 31.5105
[45] valid_0's poisson: -100.761 valid_0's tweedie: 31.4678
[46] valid_0's poisson: -100.92 valid_0's tweedie: 31.4267
[47] valid_0's poisson: -101.081 valid_0's tweedie: 31.3852
[48] valid_0's poisson: -101.232 valid_0's tweedie: 31.3459
[49] valid_0's poisson: -101.381 valid_0's tweedie: 31.307
[50] valid_0's poisson: -101.526 valid_0's tweedie: 31.2692
[51] valid_0's poisson: -101.668 valid_0's tweedie: 31.232
[52] valid_0's poisson: -101.804 valid_0's tweedie: 31.1965
[53] valid_0's poisson: -101.945 valid_0's tweedie: 31.1601
[54] valid_0's poisson: -102.089 valid_0's tweedie: 31.1229
[55] valid_0's poisson: -102.216 valid_0's tweedie: 31.0894
[56] valid_0's poisson: -102.353 valid_0's tweedie: 31.0542
[57] valid_0's poisson: -102.472 valid_0's tweedie: 31.0226
[58] valid_0's poisson: -102.603 valid_0's tweedie: 30.989
[59] valid_0's poisson: -102.718 valid_0's tweedie: 30.9587
[60] valid_0's poisson: -102.842 valid_0's tweedie: 30.9263
[61] valid_0's poisson: -102.963 valid_0's tweedie: 30.8948
[62] valid_0's poisson: -103.075 valid_0's tweedie: 30.8651
[63] valid_0's poisson: -103.179 valid_0's tweedie: 30.8375
[64] valid_0's poisson: -103.293 valid_0's tweedie: 30.8079
[65] valid_0's poisson: -103.403 valid_0's tweedie: 30.7791
[66] valid_0's poisson: -103.504 valid_0's tweedie: 30.7519
[67] valid_0's poisson: -103.609 valid_0's tweedie: 30.7241
[68] valid_0's poisson: -103.701 valid_0's tweedie: 30.6995
[69] valid_0's poisson: -103.8 valid_0's tweedie: 30.6734
[70] valid_0's poisson: -103.898 valid_0's tweedie: 30.6475
[71] valid_0's poisson: -103.986 valid_0's tweedie: 30.6236
[72] valid_0's poisson: -104.081 valid_0's tweedie: 30.5985
[73] valid_0's poisson: -104.174 valid_0's tweedie: 30.5739
[74] valid_0's poisson: -104.255 valid_0's tweedie: 30.5514
[75] valid_0's poisson: -104.344 valid_0's tweedie: 30.528
[76] valid_0's poisson: -104.42 valid_0's tweedie: 30.5069
[77] valid_0's poisson: -104.505 valid_0's tweedie: 30.4845
[78] valid_0's poisson: -104.584 valid_0's tweedie: 30.4631
[79] valid_0's poisson: -104.661 valid_0's tweedie: 30.4423
[80] valid_0's poisson: -104.74 valid_0's tweedie: 30.4215
[81] valid_0's poisson: -104.809 valid_0's tweedie: 30.4021
[82] valid_0's poisson: -104.884 valid_0's tweedie: 30.382
[83] valid_0's poisson: -104.957 valid_0's tweedie: 30.3616
[84] valid_0's poisson: -105.021 valid_0's tweedie: 30.3442
[85] valid_0's poisson: -105.091 valid_0's tweedie: 30.3245
[86] valid_0's poisson: -105.157 valid_0's tweedie: 30.3065
[87] valid_0's poisson: -105.217 valid_0's tweedie: 30.2899
[88] valid_0's poisson: -105.283 valid_0's tweedie: 30.2713
[89] valid_0's poisson: -105.348 valid_0's tweedie: 30.2536
[90] valid_0's poisson: -105.405 valid_0's tweedie: 30.2379
[91] valid_0's poisson: -105.467 valid_0's tweedie: 30.2204
[92] valid_0's poisson: -105.527 valid_0's tweedie: 30.2034
[93] valid_0's poisson: -105.581 valid_0's tweedie: 30.1883
[94] valid_0's poisson: -105.636 valid_0's tweedie: 30.1731
[95] valid_0's poisson: -105.692 valid_0's tweedie: 30.1573
[96] valid_0's poisson: -105.742 valid_0's tweedie: 30.1433
[97] valid_0's poisson: -105.795 valid_0's tweedie: 30.1287
[98] valid_0's poisson: -105.849 valid_0's tweedie: 30.1142
[99] valid_0's poisson: -105.898 valid_0's tweedie: 30.1002
[100] valid_0's poisson: -105.948 valid_0's tweedie: 30.0859
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6803 valid_0's tweedie: 34.6819
[2] valid_0's poisson: -88.1717 valid_0's tweedie: 34.5643
[3] valid_0's poisson: -88.6507 valid_0's tweedie: 34.4497
[4] valid_0's poisson: -89.1175 valid_0's tweedie: 34.3378
[5] valid_0's poisson: -89.5728 valid_0's tweedie: 34.2285
[6] valid_0's poisson: -90.0182 valid_0's tweedie: 34.1215
[7] valid_0's poisson: -90.4535 valid_0's tweedie: 34.0168
[8] valid_0's poisson: -90.8767 valid_0's tweedie: 33.915
[9] valid_0's poisson: -91.2881 valid_0's tweedie: 33.8157
[10] valid_0's poisson: -91.6911 valid_0's tweedie: 33.7185
[11] valid_0's poisson: -92.0758 valid_0's tweedie: 33.6253
[12] valid_0's poisson: -92.4591 valid_0's tweedie: 33.5325
[13] valid_0's poisson: -92.8245 valid_0's tweedie: 33.4437
[14] valid_0's poisson: -93.1841 valid_0's tweedie: 33.3562
[15] valid_0's poisson: -93.5377 valid_0's tweedie: 33.2702
[16] valid_0's poisson: -93.8761 valid_0's tweedie: 33.1875
[17] valid_0's poisson: -94.2104 valid_0's tweedie: 33.1057
[18] valid_0's poisson: -94.5358 valid_0's tweedie: 33.026
[19] valid_0's poisson: -94.8585 valid_0's tweedie: 32.9471
[20] valid_0's poisson: -95.1629 valid_0's tweedie: 32.8721
[21] valid_0's poisson: -95.4601 valid_0's tweedie: 32.7988
[22] valid_0's poisson: -95.7611 valid_0's tweedie: 32.7248
[23] valid_0's poisson: -96.0421 valid_0's tweedie: 32.6551
[24] valid_0's poisson: -96.3214 valid_0's tweedie: 32.5859
[25] valid_0's poisson: -96.5953 valid_0's tweedie: 32.518
[26] valid_0's poisson: -96.8587 valid_0's tweedie: 32.4523
[27] valid_0's poisson: -97.118 valid_0's tweedie: 32.3877
[28] valid_0's poisson: -97.3705 valid_0's tweedie: 32.3247
[29] valid_0's poisson: -97.6168 valid_0's tweedie: 32.2631
[30] valid_0's poisson: -97.8566 valid_0's tweedie: 32.203
[31] valid_0's poisson: -98.09 valid_0's tweedie: 32.1445
[32] valid_0's poisson: -98.316 valid_0's tweedie: 32.0875
[33] valid_0's poisson: -98.5374 valid_0's tweedie: 32.0316
[34] valid_0's poisson: -98.7551 valid_0's tweedie: 31.9766
[35] valid_0's poisson: -98.9661 valid_0's tweedie: 31.9231
[36] valid_0's poisson: -99.1763 valid_0's tweedie: 31.8703
[37] valid_0's poisson: -99.3737 valid_0's tweedie: 31.8197
[38] valid_0's poisson: -99.567 valid_0's tweedie: 31.7705
[39] valid_0's poisson: -99.758 valid_0's tweedie: 31.7218
[40] valid_0's poisson: -99.9437 valid_0's tweedie: 31.6741
[41] valid_0's poisson: -100.126 valid_0's tweedie: 31.6276
[42] valid_0's poisson: -100.301 valid_0's tweedie: 31.5825
[43] valid_0's poisson: -100.477 valid_0's tweedie: 31.5375
[44] valid_0's poisson: -100.643 valid_0's tweedie: 31.4946
[45] valid_0's poisson: -100.803 valid_0's tweedie: 31.453
[46] valid_0's poisson: -100.97 valid_0's tweedie: 31.4104
[47] valid_0's poisson: -101.121 valid_0's tweedie: 31.3707
[48] valid_0's poisson: -101.279 valid_0's tweedie: 31.3301
[49] valid_0's poisson: -101.423 valid_0's tweedie: 31.2923
[50] valid_0's poisson: -101.567 valid_0's tweedie: 31.2548
[51] valid_0's poisson: -101.718 valid_0's tweedie: 31.2159
[52] valid_0's poisson: -101.854 valid_0's tweedie: 31.1802
[53] valid_0's poisson: -102.003 valid_0's tweedie: 31.1421
[54] valid_0's poisson: -102.131 valid_0's tweedie: 31.1083
[55] valid_0's poisson: -102.272 valid_0's tweedie: 31.0723
[56] valid_0's poisson: -102.393 valid_0's tweedie: 31.0401
[57] valid_0's poisson: -102.528 valid_0's tweedie: 31.0053
[58] valid_0's poisson: -102.646 valid_0's tweedie: 30.974
[59] valid_0's poisson: -102.774 valid_0's tweedie: 30.9407
[60] valid_0's poisson: -102.884 valid_0's tweedie: 30.9112
[61] valid_0's poisson: -103.006 valid_0's tweedie: 30.8797
[62] valid_0's poisson: -103.111 valid_0's tweedie: 30.8515
[63] valid_0's poisson: -103.229 valid_0's tweedie: 30.821
[64] valid_0's poisson: -103.332 valid_0's tweedie: 30.7936
[65] valid_0's poisson: -103.443 valid_0's tweedie: 30.7643
[66] valid_0's poisson: -103.541 valid_0's tweedie: 30.7381
[67] valid_0's poisson: -103.648 valid_0's tweedie: 30.7101
[68] valid_0's poisson: -103.739 valid_0's tweedie: 30.6852
[69] valid_0's poisson: -103.841 valid_0's tweedie: 30.6583
[70] valid_0's poisson: -103.931 valid_0's tweedie: 30.634
[71] valid_0's poisson: -104.029 valid_0's tweedie: 30.6085
[72] valid_0's poisson: -104.113 valid_0's tweedie: 30.5854
[73] valid_0's poisson: -104.206 valid_0's tweedie: 30.5608
[74] valid_0's poisson: -104.294 valid_0's tweedie: 30.5372
[75] valid_0's poisson: -104.372 valid_0's tweedie: 30.5164
[76] valid_0's poisson: -104.458 valid_0's tweedie: 30.4935
[77] valid_0's poisson: -104.534 valid_0's tweedie: 30.4725
[78] valid_0's poisson: -104.617 valid_0's tweedie: 30.4505
[79] valid_0's poisson: -104.688 valid_0's tweedie: 30.4307
[80] valid_0's poisson: -104.767 valid_0's tweedie: 30.4094
[81] valid_0's poisson: -104.844 valid_0's tweedie: 30.3887
[82] valid_0's poisson: -104.911 valid_0's tweedie: 30.3701
[83] valid_0's poisson: -104.985 valid_0's tweedie: 30.3504
[84] valid_0's poisson: -105.049 valid_0's tweedie: 30.3326
[85] valid_0's poisson: -105.12 valid_0's tweedie: 30.3134
[86] valid_0's poisson: -105.188 valid_0's tweedie: 30.2949
[87] valid_0's poisson: -105.251 valid_0's tweedie: 30.2772
[88] valid_0's poisson: -105.316 valid_0's tweedie: 30.2596
[89] valid_0's poisson: -105.375 valid_0's tweedie: 30.2429
[90] valid_0's poisson: -105.439 valid_0's tweedie: 30.2258
[91] valid_0's poisson: -105.499 valid_0's tweedie: 30.2096
[92] valid_0's poisson: -105.554 valid_0's tweedie: 30.1943
[93] valid_0's poisson: -105.611 valid_0's tweedie: 30.1778
[94] valid_0's poisson: -105.668 valid_0's tweedie: 30.1617
[95] valid_0's poisson: -105.721 valid_0's tweedie: 30.1471
[96] valid_0's poisson: -105.775 valid_0's tweedie: 30.1323
[97] valid_0's poisson: -105.827 valid_0's tweedie: 30.118
[98] valid_0's poisson: -105.877 valid_0's tweedie: 30.104
[99] valid_0's poisson: -105.93 valid_0's tweedie: 30.0896
[100] valid_0's poisson: -105.979 valid_0's tweedie: 30.0755
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6669 valid_0's tweedie: 34.6854
[2] valid_0's poisson: -88.1574 valid_0's tweedie: 34.5684
[3] valid_0's poisson: -88.6355 valid_0's tweedie: 34.4543
[4] valid_0's poisson: -89.1014 valid_0's tweedie: 34.3429
[5] valid_0's poisson: -89.5555 valid_0's tweedie: 34.2342
[6] valid_0's poisson: -89.9966 valid_0's tweedie: 34.1285
[7] valid_0's poisson: -90.4279 valid_0's tweedie: 34.025
[8] valid_0's poisson: -90.8469 valid_0's tweedie: 33.9243
[9] valid_0's poisson: -91.2557 valid_0's tweedie: 33.826
[10] valid_0's poisson: -91.6554 valid_0's tweedie: 33.7297
[11] valid_0's poisson: -92.046 valid_0's tweedie: 33.6355
[12] valid_0's poisson: -92.425 valid_0's tweedie: 33.5439
[13] valid_0's poisson: -92.7964 valid_0's tweedie: 33.454
[14] valid_0's poisson: -93.158 valid_0's tweedie: 33.3663
[15] valid_0's poisson: -93.5066 valid_0's tweedie: 33.2814
[16] valid_0's poisson: -93.848 valid_0's tweedie: 33.1983
[17] valid_0's poisson: -94.1776 valid_0's tweedie: 33.1177
[18] valid_0's poisson: -94.5061 valid_0's tweedie: 33.0377
[19] valid_0's poisson: -94.8226 valid_0's tweedie: 32.9601
[20] valid_0's poisson: -95.132 valid_0's tweedie: 32.8842
[21] valid_0's poisson: -95.4298 valid_0's tweedie: 32.8108
[22] valid_0's poisson: -95.7283 valid_0's tweedie: 32.7375
[23] valid_0's poisson: -96.0115 valid_0's tweedie: 32.6674
[24] valid_0's poisson: -96.2919 valid_0's tweedie: 32.5982
[25] valid_0's poisson: -96.5644 valid_0's tweedie: 32.5307
[26] valid_0's poisson: -96.8282 valid_0's tweedie: 32.465
[27] valid_0's poisson: -97.0853 valid_0's tweedie: 32.4012
[28] valid_0's poisson: -97.3393 valid_0's tweedie: 32.3379
[29] valid_0's poisson: -97.5827 valid_0's tweedie: 32.2772
[30] valid_0's poisson: -97.8198 valid_0's tweedie: 32.2175
[31] valid_0's poisson: -98.0588 valid_0's tweedie: 32.158
[32] valid_0's poisson: -98.2849 valid_0's tweedie: 32.101
[33] valid_0's poisson: -98.5063 valid_0's tweedie: 32.0452
[34] valid_0's poisson: -98.7171 valid_0's tweedie: 31.9918
[35] valid_0's poisson: -98.9344 valid_0's tweedie: 31.9372
[36] valid_0's poisson: -99.1361 valid_0's tweedie: 31.8857
[37] valid_0's poisson: -99.3315 valid_0's tweedie: 31.8358
[38] valid_0's poisson: -99.5331 valid_0's tweedie: 31.7849
[39] valid_0's poisson: -99.7188 valid_0's tweedie: 31.7372
[40] valid_0's poisson: -99.9032 valid_0's tweedie: 31.69
[41] valid_0's poisson: -100.085 valid_0's tweedie: 31.6434
[42] valid_0's poisson: -100.26 valid_0's tweedie: 31.5985
[43] valid_0's poisson: -100.431 valid_0's tweedie: 31.5543
[44] valid_0's poisson: -100.601 valid_0's tweedie: 31.5105
[45] valid_0's poisson: -100.763 valid_0's tweedie: 31.4685
[46] valid_0's poisson: -100.928 valid_0's tweedie: 31.4262
[47] valid_0's poisson: -101.081 valid_0's tweedie: 31.3861
[48] valid_0's poisson: -101.231 valid_0's tweedie: 31.3472
[49] valid_0's poisson: -101.379 valid_0's tweedie: 31.3084
[50] valid_0's poisson: -101.523 valid_0's tweedie: 31.2707
[51] valid_0's poisson: -101.675 valid_0's tweedie: 31.2316
[52] valid_0's poisson: -101.812 valid_0's tweedie: 31.1956
[53] valid_0's poisson: -101.96 valid_0's tweedie: 31.1576
[54] valid_0's poisson: -102.1 valid_0's tweedie: 31.1212
[55] valid_0's poisson: -102.226 valid_0's tweedie: 31.0882
[56] valid_0's poisson: -102.364 valid_0's tweedie: 31.0526
[57] valid_0's poisson: -102.482 valid_0's tweedie: 31.0211
[58] valid_0's poisson: -102.613 valid_0's tweedie: 30.9871
[59] valid_0's poisson: -102.726 valid_0's tweedie: 30.9569
[60] valid_0's poisson: -102.851 valid_0's tweedie: 30.9243
[61] valid_0's poisson: -102.972 valid_0's tweedie: 30.8927
[62] valid_0's poisson: -103.079 valid_0's tweedie: 30.8639
[63] valid_0's poisson: -103.196 valid_0's tweedie: 30.8333
[64] valid_0's poisson: -103.296 valid_0's tweedie: 30.8063
[65] valid_0's poisson: -103.408 valid_0's tweedie: 30.7772
[66] valid_0's poisson: -103.506 valid_0's tweedie: 30.7508
[67] valid_0's poisson: -103.608 valid_0's tweedie: 30.7237
[68] valid_0's poisson: -103.711 valid_0's tweedie: 30.6965
[69] valid_0's poisson: -103.802 valid_0's tweedie: 30.6718
[70] valid_0's poisson: -103.901 valid_0's tweedie: 30.6457
[71] valid_0's poisson: -103.988 valid_0's tweedie: 30.6218
[72] valid_0's poisson: -104.083 valid_0's tweedie: 30.5968
[73] valid_0's poisson: -104.173 valid_0's tweedie: 30.5727
[74] valid_0's poisson: -104.255 valid_0's tweedie: 30.5506
[75] valid_0's poisson: -104.343 valid_0's tweedie: 30.5274
[76] valid_0's poisson: -104.421 valid_0's tweedie: 30.5058
[77] valid_0's poisson: -104.504 valid_0's tweedie: 30.4835
[78] valid_0's poisson: -104.578 valid_0's tweedie: 30.463
[79] valid_0's poisson: -104.658 valid_0's tweedie: 30.4413
[80] valid_0's poisson: -104.729 valid_0's tweedie: 30.4215
[81] valid_0's poisson: -104.806 valid_0's tweedie: 30.4006
[82] valid_0's poisson: -104.882 valid_0's tweedie: 30.3803
[83] valid_0's poisson: -104.947 valid_0's tweedie: 30.3621
[84] valid_0's poisson: -105.018 valid_0's tweedie: 30.3428
[85] valid_0's poisson: -105.082 valid_0's tweedie: 30.3251
[86] valid_0's poisson: -105.15 valid_0's tweedie: 30.3065
[87] valid_0's poisson: -105.217 valid_0's tweedie: 30.2883
[88] valid_0's poisson: -105.28 valid_0's tweedie: 30.271
[89] valid_0's poisson: -105.338 valid_0's tweedie: 30.2545
[90] valid_0's poisson: -105.401 valid_0's tweedie: 30.2368
[91] valid_0's poisson: -105.464 valid_0's tweedie: 30.2199
[92] valid_0's poisson: -105.52 valid_0's tweedie: 30.2039
[93] valid_0's poisson: -105.577 valid_0's tweedie: 30.1882
[94] valid_0's poisson: -105.636 valid_0's tweedie: 30.1723
[95] valid_0's poisson: -105.687 valid_0's tweedie: 30.1579
[96] valid_0's poisson: -105.741 valid_0's tweedie: 30.1424
[97] valid_0's poisson: -105.794 valid_0's tweedie: 30.1277
[98] valid_0's poisson: -105.845 valid_0's tweedie: 30.1132
[99] valid_0's poisson: -105.895 valid_0's tweedie: 30.0996
[100] valid_0's poisson: -105.945 valid_0's tweedie: 30.0853
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0.1, learning_rate=0.015625, max_depth=4, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.6241 valid_0's tweedie: 34.6953
[2] valid_0's poisson: -88.0636 valid_0's tweedie: 34.5902
[3] valid_0's poisson: -88.4899 valid_0's tweedie: 34.4881
[4] valid_0's poisson: -88.9074 valid_0's tweedie: 34.3879
[5] valid_0's poisson: -89.3122 valid_0's tweedie: 34.2906
[6] valid_0's poisson: -89.7086 valid_0's tweedie: 34.1952
[7] valid_0's poisson: -90.0917 valid_0's tweedie: 34.1028
[8] valid_0's poisson: -90.4682 valid_0's tweedie: 34.0119
[9] valid_0's poisson: -90.8318 valid_0's tweedie: 33.9238
[10] valid_0's poisson: -91.1858 valid_0's tweedie: 33.8379
[11] valid_0's poisson: -91.5304 valid_0's tweedie: 33.7541
[12] valid_0's poisson: -91.8659 valid_0's tweedie: 33.6724
[13] valid_0's poisson: -92.1969 valid_0's tweedie: 33.5918
[14] valid_0's poisson: -92.5143 valid_0's tweedie: 33.514
[15] valid_0's poisson: -92.8234 valid_0's tweedie: 33.4382
[16] valid_0's poisson: -93.1242 valid_0's tweedie: 33.3641
[17] valid_0's poisson: -93.4233 valid_0's tweedie: 33.2907
[18] valid_0's poisson: -93.7075 valid_0's tweedie: 33.2204
[19] valid_0's poisson: -93.9917 valid_0's tweedie: 33.1503
[20] valid_0's poisson: -94.2617 valid_0's tweedie: 33.0831
[21] valid_0's poisson: -94.5259 valid_0's tweedie: 33.0174
[22] valid_0's poisson: -94.7825 valid_0's tweedie: 32.9533
[23] valid_0's poisson: -95.04 valid_0's tweedie: 32.8893
[24] valid_0's poisson: -95.2831 valid_0's tweedie: 32.8282
[25] valid_0's poisson: -95.5219 valid_0's tweedie: 32.7685
[26] valid_0's poisson: -95.7596 valid_0's tweedie: 32.7087
[27] valid_0's poisson: -95.9854 valid_0's tweedie: 32.6517
[28] valid_0's poisson: -96.2142 valid_0's tweedie: 32.5942
[29] valid_0's poisson: -96.4275 valid_0's tweedie: 32.5399
[30] valid_0's poisson: -96.6381 valid_0's tweedie: 32.4866
[31] valid_0's poisson: -96.8531 valid_0's tweedie: 32.4315
[32] valid_0's poisson: -97.0507 valid_0's tweedie: 32.3808
[33] valid_0's poisson: -97.257 valid_0's tweedie: 32.328
[34] valid_0's poisson: -97.4496 valid_0's tweedie: 32.2783
[35] valid_0's poisson: -97.6501 valid_0's tweedie: 32.2277
[36] valid_0's poisson: -97.8303 valid_0's tweedie: 32.1812
[37] valid_0's poisson: -98.0215 valid_0's tweedie: 32.1328
[38] valid_0's poisson: -98.193 valid_0's tweedie: 32.0883
[39] valid_0's poisson: -98.3686 valid_0's tweedie: 32.0437
[40] valid_0's poisson: -98.5426 valid_0's tweedie: 31.9981
[41] valid_0's poisson: -98.7157 valid_0's tweedie: 31.9534
[42] valid_0's poisson: -98.8753 valid_0's tweedie: 31.9111
[43] valid_0's poisson: -99.0359 valid_0's tweedie: 31.87
[44] valid_0's poisson: -99.1934 valid_0's tweedie: 31.8284
[45] valid_0's poisson: -99.3434 valid_0's tweedie: 31.7897
[46] valid_0's poisson: -99.4939 valid_0's tweedie: 31.7498
[47] valid_0's poisson: -99.6403 valid_0's tweedie: 31.7123
[48] valid_0's poisson: -99.7857 valid_0's tweedie: 31.674
[49] valid_0's poisson: -99.9206 valid_0's tweedie: 31.6382
[50] valid_0's poisson: -100.063 valid_0's tweedie: 31.6015
[51] valid_0's poisson: -100.194 valid_0's tweedie: 31.5663
[52] valid_0's poisson: -100.327 valid_0's tweedie: 31.531
[53] valid_0's poisson: -100.477 valid_0's tweedie: 31.4931
[54] valid_0's poisson: -100.602 valid_0's tweedie: 31.4608
[55] valid_0's poisson: -100.745 valid_0's tweedie: 31.4248
[56] valid_0's poisson: -100.863 valid_0's tweedie: 31.3927
[57] valid_0's poisson: -100.998 valid_0's tweedie: 31.3583
[58] valid_0's poisson: -101.11 valid_0's tweedie: 31.3278
[59] valid_0's poisson: -101.241 valid_0's tweedie: 31.2946
[60] valid_0's poisson: -101.348 valid_0's tweedie: 31.2651
[61] valid_0's poisson: -101.472 valid_0's tweedie: 31.2336
[62] valid_0's poisson: -101.576 valid_0's tweedie: 31.2052
[63] valid_0's poisson: -101.697 valid_0's tweedie: 31.1746
[64] valid_0's poisson: -101.798 valid_0's tweedie: 31.1477
[65] valid_0's poisson: -101.911 valid_0's tweedie: 31.1186
[66] valid_0's poisson: -102.021 valid_0's tweedie: 31.0905
[67] valid_0's poisson: -102.124 valid_0's tweedie: 31.0628
[68] valid_0's poisson: -102.217 valid_0's tweedie: 31.0386
[69] valid_0's poisson: -102.322 valid_0's tweedie: 31.0121
[70] valid_0's poisson: -102.418 valid_0's tweedie: 30.9862
[71] valid_0's poisson: -102.502 valid_0's tweedie: 30.9627
[72] valid_0's poisson: -102.596 valid_0's tweedie: 30.9379
[73] valid_0's poisson: -102.679 valid_0's tweedie: 30.9156
[74] valid_0's poisson: -102.775 valid_0's tweedie: 30.8913
[75] valid_0's poisson: -102.859 valid_0's tweedie: 30.8682
[76] valid_0's poisson: -102.944 valid_0's tweedie: 30.8453
[77] valid_0's poisson: -103.022 valid_0's tweedie: 30.8251
[78] valid_0's poisson: -103.102 valid_0's tweedie: 30.8032
[79] valid_0's poisson: -103.178 valid_0's tweedie: 30.7817
[80] valid_0's poisson: -103.256 valid_0's tweedie: 30.7605
[81] valid_0's poisson: -103.328 valid_0's tweedie: 30.7406
[82] valid_0's poisson: -103.408 valid_0's tweedie: 30.7202
[83] valid_0's poisson: -103.481 valid_0's tweedie: 30.7003
[84] valid_0's poisson: -103.55 valid_0's tweedie: 30.6818
[85] valid_0's poisson: -103.617 valid_0's tweedie: 30.6639
[86] valid_0's poisson: -103.691 valid_0's tweedie: 30.6452
[87] valid_0's poisson: -103.756 valid_0's tweedie: 30.6265
[88] valid_0's poisson: -103.821 valid_0's tweedie: 30.6088
[89] valid_0's poisson: -103.889 valid_0's tweedie: 30.5911
[90] valid_0's poisson: -103.96 valid_0's tweedie: 30.5733
[91] valid_0's poisson: -104.025 valid_0's tweedie: 30.5563
[92] valid_0's poisson: -104.085 valid_0's tweedie: 30.5402
[93] valid_0's poisson: -104.15 valid_0's tweedie: 30.5236
[94] valid_0's poisson: -104.207 valid_0's tweedie: 30.5077
[95] valid_0's poisson: -104.267 valid_0's tweedie: 30.492
[96] valid_0's poisson: -104.32 valid_0's tweedie: 30.4767
[97] valid_0's poisson: -104.387 valid_0's tweedie: 30.4599
[98] valid_0's poisson: -104.447 valid_0's tweedie: 30.4446
[99] valid_0's poisson: -104.505 valid_0's tweedie: 30.4298
[100] valid_0's poisson: -104.558 valid_0's tweedie: 30.4155
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=1, learning_rate=0.015625, max_depth=3, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.6269 valid_0's tweedie: 34.6946
[2] valid_0's poisson: -88.0684 valid_0's tweedie: 34.589
[3] valid_0's poisson: -88.4984 valid_0's tweedie: 34.4861
[4] valid_0's poisson: -88.9119 valid_0's tweedie: 34.3868
[5] valid_0's poisson: -89.3151 valid_0's tweedie: 34.2899
[6] valid_0's poisson: -89.7064 valid_0's tweedie: 34.1955
[7] valid_0's poisson: -90.0942 valid_0's tweedie: 34.1021
[8] valid_0's poisson: -90.4657 valid_0's tweedie: 34.0121
[9] valid_0's poisson: -90.8291 valid_0's tweedie: 33.9241
[10] valid_0's poisson: -91.1824 valid_0's tweedie: 33.8383
[11] valid_0's poisson: -91.5337 valid_0's tweedie: 33.7529
[12] valid_0's poisson: -91.8693 valid_0's tweedie: 33.6711
[13] valid_0's poisson: -92.1958 valid_0's tweedie: 33.5914
[14] valid_0's poisson: -92.5135 valid_0's tweedie: 33.5135
[15] valid_0's poisson: -92.8311 valid_0's tweedie: 33.436
[16] valid_0's poisson: -93.1324 valid_0's tweedie: 33.3618
[17] valid_0's poisson: -93.4331 valid_0's tweedie: 33.2879
[18] valid_0's poisson: -93.7184 valid_0's tweedie: 33.2174
[19] valid_0's poisson: -93.9992 valid_0's tweedie: 33.1482
[20] valid_0's poisson: -94.2703 valid_0's tweedie: 33.0809
[21] valid_0's poisson: -94.5435 valid_0's tweedie: 33.0132
[22] valid_0's poisson: -94.8032 valid_0's tweedie: 32.9489
[23] valid_0's poisson: -95.0537 valid_0's tweedie: 32.8862
[24] valid_0's poisson: -95.3058 valid_0's tweedie: 32.8231
[25] valid_0's poisson: -95.5453 valid_0's tweedie: 32.7631
[26] valid_0's poisson: -95.7796 valid_0's tweedie: 32.7045
[27] valid_0's poisson: -96.013 valid_0's tweedie: 32.6457
[28] valid_0's poisson: -96.2345 valid_0's tweedie: 32.5898
[29] valid_0's poisson: -96.4473 valid_0's tweedie: 32.5358
[30] valid_0's poisson: -96.6711 valid_0's tweedie: 32.4789
[31] valid_0's poisson: -96.874 valid_0's tweedie: 32.4271
[32] valid_0's poisson: -97.0871 valid_0's tweedie: 32.3727
[33] valid_0's poisson: -97.28 valid_0's tweedie: 32.3232
[34] valid_0's poisson: -97.4744 valid_0's tweedie: 32.2736
[35] valid_0's poisson: -97.6717 valid_0's tweedie: 32.2227
[36] valid_0's poisson: -97.8601 valid_0's tweedie: 32.1751
[37] valid_0's poisson: -98.0429 valid_0's tweedie: 32.1281
[38] valid_0's poisson: -98.2228 valid_0's tweedie: 32.0824
[39] valid_0's poisson: -98.3971 valid_0's tweedie: 32.0373
[40] valid_0's poisson: -98.5668 valid_0's tweedie: 31.9932
[41] valid_0's poisson: -98.7362 valid_0's tweedie: 31.9488
[42] valid_0's poisson: -98.8993 valid_0's tweedie: 31.9072
[43] valid_0's poisson: -99.0562 valid_0's tweedie: 31.8657
[44] valid_0's poisson: -99.2159 valid_0's tweedie: 31.8237
[45] valid_0's poisson: -99.3678 valid_0's tweedie: 31.7849
[46] valid_0's poisson: -99.5204 valid_0's tweedie: 31.7445
[47] valid_0's poisson: -99.6904 valid_0's tweedie: 31.7018
[48] valid_0's poisson: -99.8329 valid_0's tweedie: 31.6643
[49] valid_0's poisson: -99.9733 valid_0's tweedie: 31.6281
[50] valid_0's poisson: -100.132 valid_0's tweedie: 31.588
[51] valid_0's poisson: -100.285 valid_0's tweedie: 31.5491
[52] valid_0's poisson: -100.414 valid_0's tweedie: 31.5144
[53] valid_0's poisson: -100.561 valid_0's tweedie: 31.4771
[54] valid_0's poisson: -100.686 valid_0's tweedie: 31.4436
[55] valid_0's poisson: -100.827 valid_0's tweedie: 31.4079
[56] valid_0's poisson: -100.944 valid_0's tweedie: 31.3761
[57] valid_0's poisson: -101.073 valid_0's tweedie: 31.3421
[58] valid_0's poisson: -101.185 valid_0's tweedie: 31.3117
[59] valid_0's poisson: -101.315 valid_0's tweedie: 31.2785
[60] valid_0's poisson: -101.426 valid_0's tweedie: 31.2499
[61] valid_0's poisson: -101.549 valid_0's tweedie: 31.2184
[62] valid_0's poisson: -101.652 valid_0's tweedie: 31.1902
[63] valid_0's poisson: -101.771 valid_0's tweedie: 31.1598
[64] valid_0's poisson: -101.882 valid_0's tweedie: 31.1304
[65] valid_0's poisson: -101.978 valid_0's tweedie: 31.104
[66] valid_0's poisson: -102.081 valid_0's tweedie: 31.0763
[67] valid_0's poisson: -102.177 valid_0's tweedie: 31.0515
[68] valid_0's poisson: -102.284 valid_0's tweedie: 31.0241
[69] valid_0's poisson: -102.373 valid_0's tweedie: 30.9998
[70] valid_0's poisson: -102.476 valid_0's tweedie: 30.9734
[71] valid_0's poisson: -102.567 valid_0's tweedie: 30.9485
[72] valid_0's poisson: -102.663 valid_0's tweedie: 30.9235
[73] valid_0's poisson: -102.746 valid_0's tweedie: 30.9008
[74] valid_0's poisson: -102.831 valid_0's tweedie: 30.8783
[75] valid_0's poisson: -102.912 valid_0's tweedie: 30.8573
[76] valid_0's poisson: -102.991 valid_0's tweedie: 30.8345
[77] valid_0's poisson: -103.081 valid_0's tweedie: 30.8114
[78] valid_0's poisson: -103.169 valid_0's tweedie: 30.789
[79] valid_0's poisson: -103.245 valid_0's tweedie: 30.7677
[80] valid_0's poisson: -103.325 valid_0's tweedie: 30.7461
[81] valid_0's poisson: -103.395 valid_0's tweedie: 30.7266
[82] valid_0's poisson: -103.476 valid_0's tweedie: 30.706
[83] valid_0's poisson: -103.551 valid_0's tweedie: 30.6857
[84] valid_0's poisson: -103.618 valid_0's tweedie: 30.6671
[85] valid_0's poisson: -103.692 valid_0's tweedie: 30.6483
[86] valid_0's poisson: -103.759 valid_0's tweedie: 30.6297
[87] valid_0's poisson: -103.833 valid_0's tweedie: 30.6109
[88] valid_0's poisson: -103.902 valid_0's tweedie: 30.593
[89] valid_0's poisson: -103.967 valid_0's tweedie: 30.5757
[90] valid_0's poisson: -104.033 valid_0's tweedie: 30.5586
[91] valid_0's poisson: -104.098 valid_0's tweedie: 30.5419
[92] valid_0's poisson: -104.156 valid_0's tweedie: 30.5251
[93] valid_0's poisson: -104.224 valid_0's tweedie: 30.508
[94] valid_0's poisson: -104.285 valid_0's tweedie: 30.4923
[95] valid_0's poisson: -104.343 valid_0's tweedie: 30.4767
[96] valid_0's poisson: -104.402 valid_0's tweedie: 30.4616
[97] valid_0's poisson: -104.454 valid_0's tweedie: 30.4465
[98] valid_0's poisson: -104.511 valid_0's tweedie: 30.432
[99] valid_0's poisson: -104.572 valid_0's tweedie: 30.4164
[100] valid_0's poisson: -104.626 valid_0's tweedie: 30.4026
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=1, learning_rate=0.015625, max_depth=3, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.6212 valid_0's tweedie: 34.6961
[2] valid_0's poisson: -88.0633 valid_0's tweedie: 34.5905
[3] valid_0's poisson: -88.492 valid_0's tweedie: 34.488
[4] valid_0's poisson: -88.9118 valid_0's tweedie: 34.3874
[5] valid_0's poisson: -89.3187 valid_0's tweedie: 34.2898
[6] valid_0's poisson: -89.7103 valid_0's tweedie: 34.1956
[7] valid_0's poisson: -90.0974 valid_0's tweedie: 34.1024
[8] valid_0's poisson: -90.47 valid_0's tweedie: 34.0124
[9] valid_0's poisson: -90.8334 valid_0's tweedie: 33.9246
[10] valid_0's poisson: -91.1867 valid_0's tweedie: 33.8389
[11] valid_0's poisson: -91.5375 valid_0's tweedie: 33.7539
[12] valid_0's poisson: -91.8717 valid_0's tweedie: 33.6725
[13] valid_0's poisson: -92.2 valid_0's tweedie: 33.5926
[14] valid_0's poisson: -92.5248 valid_0's tweedie: 33.5134
[15] valid_0's poisson: -92.835 valid_0's tweedie: 33.4374
[16] valid_0's poisson: -93.1384 valid_0's tweedie: 33.363
[17] valid_0's poisson: -93.4394 valid_0's tweedie: 33.2892
[18] valid_0's poisson: -93.7263 valid_0's tweedie: 33.2184
[19] valid_0's poisson: -94.0086 valid_0's tweedie: 33.1488
[20] valid_0's poisson: -94.2872 valid_0's tweedie: 33.0798
[21] valid_0's poisson: -94.5547 valid_0's tweedie: 33.0137
[22] valid_0's poisson: -94.8122 valid_0's tweedie: 32.9496
[23] valid_0's poisson: -95.0707 valid_0's tweedie: 32.8854
[24] valid_0's poisson: -95.3145 valid_0's tweedie: 32.8243
[25] valid_0's poisson: -95.5621 valid_0's tweedie: 32.7627
[26] valid_0's poisson: -95.7934 valid_0's tweedie: 32.7044
[27] valid_0's poisson: -96.0207 valid_0's tweedie: 32.6474
[28] valid_0's poisson: -96.2471 valid_0's tweedie: 32.5903
[29] valid_0's poisson: -96.4677 valid_0's tweedie: 32.5347
[30] valid_0's poisson: -96.6929 valid_0's tweedie: 32.4777
[31] valid_0's poisson: -96.9031 valid_0's tweedie: 32.4245
[32] valid_0's poisson: -97.1091 valid_0's tweedie: 32.3728
[33] valid_0's poisson: -97.315 valid_0's tweedie: 32.3199
[34] valid_0's poisson: -97.5075 valid_0's tweedie: 32.2707
[35] valid_0's poisson: -97.7022 valid_0's tweedie: 32.2213
[36] valid_0's poisson: -97.8904 valid_0's tweedie: 32.1738
[37] valid_0's poisson: -98.0783 valid_0's tweedie: 32.125
[38] valid_0's poisson: -98.255 valid_0's tweedie: 32.0796
[39] valid_0's poisson: -98.4337 valid_0's tweedie: 32.033
[40] valid_0's poisson: -98.6042 valid_0's tweedie: 31.9898
[41] valid_0's poisson: -98.7746 valid_0's tweedie: 31.9452
[42] valid_0's poisson: -98.9356 valid_0's tweedie: 31.9039
[43] valid_0's poisson: -99.0978 valid_0's tweedie: 31.8613
[44] valid_0's poisson: -99.2535 valid_0's tweedie: 31.8216
[45] valid_0's poisson: -99.4026 valid_0's tweedie: 31.7827
[46] valid_0's poisson: -99.5578 valid_0's tweedie: 31.7422
[47] valid_0's poisson: -99.7035 valid_0's tweedie: 31.7047
[48] valid_0's poisson: -99.8477 valid_0's tweedie: 31.6665
[49] valid_0's poisson: -99.9928 valid_0's tweedie: 31.6292
[50] valid_0's poisson: -100.149 valid_0's tweedie: 31.5896
[51] valid_0's poisson: -100.281 valid_0's tweedie: 31.5542
[52] valid_0's poisson: -100.43 valid_0's tweedie: 31.5164
[53] valid_0's poisson: -100.555 valid_0's tweedie: 31.4834
[54] valid_0's poisson: -100.698 valid_0's tweedie: 31.4472
[55] valid_0's poisson: -100.819 valid_0's tweedie: 31.4158
[56] valid_0's poisson: -100.955 valid_0's tweedie: 31.3811
[57] valid_0's poisson: -101.088 valid_0's tweedie: 31.3474
[58] valid_0's poisson: -101.204 valid_0's tweedie: 31.3161
[59] valid_0's poisson: -101.316 valid_0's tweedie: 31.2861
[60] valid_0's poisson: -101.441 valid_0's tweedie: 31.2544
[61] valid_0's poisson: -101.562 valid_0's tweedie: 31.2234
[62] valid_0's poisson: -101.679 valid_0's tweedie: 31.1934
[63] valid_0's poisson: -101.783 valid_0's tweedie: 31.1649
[64] valid_0's poisson: -101.892 valid_0's tweedie: 31.1369
[65] valid_0's poisson: -101.991 valid_0's tweedie: 31.1097
[66] valid_0's poisson: -102.099 valid_0's tweedie: 31.082
[67] valid_0's poisson: -102.192 valid_0's tweedie: 31.0571
[68] valid_0's poisson: -102.292 valid_0's tweedie: 31.0315
[69] valid_0's poisson: -102.386 valid_0's tweedie: 31.006
[70] valid_0's poisson: -102.485 valid_0's tweedie: 30.9805
[71] valid_0's poisson: -102.572 valid_0's tweedie: 30.9562
[72] valid_0's poisson: -102.664 valid_0's tweedie: 30.9326
[73] valid_0's poisson: -102.757 valid_0's tweedie: 30.9079
[74] valid_0's poisson: -102.837 valid_0's tweedie: 30.886
[75] valid_0's poisson: -102.928 valid_0's tweedie: 30.8627
[76] valid_0's poisson: -103.012 valid_0's tweedie: 30.8399
[77] valid_0's poisson: -103.088 valid_0's tweedie: 30.8199
[78] valid_0's poisson: -103.169 valid_0's tweedie: 30.798
[79] valid_0's poisson: -103.246 valid_0's tweedie: 30.7759
[80] valid_0's poisson: -103.327 valid_0's tweedie: 30.7551
[81] valid_0's poisson: -103.402 valid_0's tweedie: 30.734
[82] valid_0's poisson: -103.479 valid_0's tweedie: 30.714
[83] valid_0's poisson: -103.549 valid_0's tweedie: 30.6949
[84] valid_0's poisson: -103.623 valid_0's tweedie: 30.6759
[85] valid_0's poisson: -103.698 valid_0's tweedie: 30.6568
[86] valid_0's poisson: -103.765 valid_0's tweedie: 30.6386
[87] valid_0's poisson: -103.84 valid_0's tweedie: 30.6198
[88] valid_0's poisson: -103.905 valid_0's tweedie: 30.6012
[89] valid_0's poisson: -103.973 valid_0's tweedie: 30.5836
[90] valid_0's poisson: -104.035 valid_0's tweedie: 30.5662
[91] valid_0's poisson: -104.099 valid_0's tweedie: 30.5496
[92] valid_0's poisson: -104.162 valid_0's tweedie: 30.533
[93] valid_0's poisson: -104.225 valid_0's tweedie: 30.5167
[94] valid_0's poisson: -104.29 valid_0's tweedie: 30.5003
[95] valid_0's poisson: -104.35 valid_0's tweedie: 30.4848
[96] valid_0's poisson: -104.404 valid_0's tweedie: 30.4692
[97] valid_0's poisson: -104.463 valid_0's tweedie: 30.4538
[98] valid_0's poisson: -104.523 valid_0's tweedie: 30.4387
[99] valid_0's poisson: -104.577 valid_0's tweedie: 30.4239
[100] valid_0's poisson: -104.634 valid_0's tweedie: 30.4093
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=1, learning_rate=0.015625, max_depth=3, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.6261 valid_0's tweedie: 34.6948
[2] valid_0's poisson: -88.0645 valid_0's tweedie: 34.5899
[3] valid_0's poisson: -88.4942 valid_0's tweedie: 34.4869
[4] valid_0's poisson: -88.9139 valid_0's tweedie: 34.3862
[5] valid_0's poisson: -89.3198 valid_0's tweedie: 34.2887
[6] valid_0's poisson: -89.7186 valid_0's tweedie: 34.1927
[7] valid_0's poisson: -90.1046 valid_0's tweedie: 34.0996
[8] valid_0's poisson: -90.4831 valid_0's tweedie: 34.0082
[9] valid_0's poisson: -90.8469 valid_0's tweedie: 33.9201
[10] valid_0's poisson: -91.2032 valid_0's tweedie: 33.8336
[11] valid_0's poisson: -91.5476 valid_0's tweedie: 33.7498
[12] valid_0's poisson: -91.8881 valid_0's tweedie: 33.667
[13] valid_0's poisson: -92.215 valid_0's tweedie: 33.5871
[14] valid_0's poisson: -92.5355 valid_0's tweedie: 33.5087
[15] valid_0's poisson: -92.8474 valid_0's tweedie: 33.4323
[16] valid_0's poisson: -93.1579 valid_0's tweedie: 33.3563
[17] valid_0's poisson: -93.4522 valid_0's tweedie: 33.2837
[18] valid_0's poisson: -93.7425 valid_0's tweedie: 33.2121
[19] valid_0's poisson: -94.0212 valid_0's tweedie: 33.143
[20] valid_0's poisson: -94.3022 valid_0's tweedie: 33.0737
[21] valid_0's poisson: -94.5665 valid_0's tweedie: 33.0078
[22] valid_0's poisson: -94.8313 valid_0's tweedie: 32.9422
[23] valid_0's poisson: -95.0826 valid_0's tweedie: 32.8793
[24] valid_0's poisson: -95.3306 valid_0's tweedie: 32.8173
[25] valid_0's poisson: -95.5778 valid_0's tweedie: 32.7557
[26] valid_0's poisson: -95.8096 valid_0's tweedie: 32.6972
[27] valid_0's poisson: -96.0377 valid_0's tweedie: 32.64
[28] valid_0's poisson: -96.2643 valid_0's tweedie: 32.5827
[29] valid_0's poisson: -96.484 valid_0's tweedie: 32.5272
[30] valid_0's poisson: -96.6978 valid_0's tweedie: 32.4729
[31] valid_0's poisson: -96.9151 valid_0's tweedie: 32.4175
[32] valid_0's poisson: -97.1182 valid_0's tweedie: 32.3658
[33] valid_0's poisson: -97.3121 valid_0's tweedie: 32.316
[34] valid_0's poisson: -97.516 valid_0's tweedie: 32.2647
[35] valid_0's poisson: -97.7025 valid_0's tweedie: 32.2168
[36] valid_0's poisson: -97.894 valid_0's tweedie: 32.1672
[37] valid_0's poisson: -98.0773 valid_0's tweedie: 32.1206
[38] valid_0's poisson: -98.2594 valid_0's tweedie: 32.0732
[39] valid_0's poisson: -98.4304 valid_0's tweedie: 32.029
[40] valid_0's poisson: -98.6003 valid_0's tweedie: 31.9856
[41] valid_0's poisson: -98.7724 valid_0's tweedie: 31.941
[42] valid_0's poisson: -98.935 valid_0's tweedie: 31.8988
[43] valid_0's poisson: -99.0926 valid_0's tweedie: 31.8586
[44] valid_0's poisson: -99.2451 valid_0's tweedie: 31.8181
[45] valid_0's poisson: -99.4039 valid_0's tweedie: 31.7768
[46] valid_0's poisson: -99.5526 valid_0's tweedie: 31.7379
[47] valid_0's poisson: -99.6977 valid_0's tweedie: 31.7005
[48] valid_0's poisson: -99.8422 valid_0's tweedie: 31.6621
[49] valid_0's poisson: -100.002 valid_0's tweedie: 31.6216
[50] valid_0's poisson: -100.137 valid_0's tweedie: 31.587
[51] valid_0's poisson: -100.29 valid_0's tweedie: 31.5482
[52] valid_0's poisson: -100.418 valid_0's tweedie: 31.5136
[53] valid_0's poisson: -100.564 valid_0's tweedie: 31.4764
[54] valid_0's poisson: -100.689 valid_0's tweedie: 31.4433
[55] valid_0's poisson: -100.829 valid_0's tweedie: 31.4078
[56] valid_0's poisson: -100.964 valid_0's tweedie: 31.3732
[57] valid_0's poisson: -101.079 valid_0's tweedie: 31.3428
[58] valid_0's poisson: -101.209 valid_0's tweedie: 31.3096
[59] valid_0's poisson: -101.321 valid_0's tweedie: 31.279
[60] valid_0's poisson: -101.446 valid_0's tweedie: 31.2473
[61] valid_0's poisson: -101.55 valid_0's tweedie: 31.219
[62] valid_0's poisson: -101.669 valid_0's tweedie: 31.1886
[63] valid_0's poisson: -101.785 valid_0's tweedie: 31.1589
[64] valid_0's poisson: -101.888 valid_0's tweedie: 31.1309
[65] valid_0's poisson: -102.001 valid_0's tweedie: 31.1021
[66] valid_0's poisson: -102.098 valid_0's tweedie: 31.0755
[67] valid_0's poisson: -102.202 valid_0's tweedie: 31.0479
[68] valid_0's poisson: -102.293 valid_0's tweedie: 31.024
[69] valid_0's poisson: -102.395 valid_0's tweedie: 30.9978
[70] valid_0's poisson: -102.49 valid_0's tweedie: 30.9722
[71] valid_0's poisson: -102.578 valid_0's tweedie: 30.948
[72] valid_0's poisson: -102.672 valid_0's tweedie: 30.9232
[73] valid_0's poisson: -102.757 valid_0's tweedie: 30.9002
[74] valid_0's poisson: -102.849 valid_0's tweedie: 30.8765
[75] valid_0's poisson: -102.929 valid_0's tweedie: 30.8543
[76] valid_0's poisson: -103.012 valid_0's tweedie: 30.8315
[77] valid_0's poisson: -103.099 valid_0's tweedie: 30.8092
[78] valid_0's poisson: -103.176 valid_0's tweedie: 30.7886
[79] valid_0's poisson: -103.256 valid_0's tweedie: 30.7667
[80] valid_0's poisson: -103.333 valid_0's tweedie: 30.746
[81] valid_0's poisson: -103.404 valid_0's tweedie: 30.7261
[82] valid_0's poisson: -103.479 valid_0's tweedie: 30.7057
[83] valid_0's poisson: -103.557 valid_0's tweedie: 30.6858
[84] valid_0's poisson: -103.624 valid_0's tweedie: 30.6672
[85] valid_0's poisson: -103.699 valid_0's tweedie: 30.6481
[86] valid_0's poisson: -103.772 valid_0's tweedie: 30.6294
[87] valid_0's poisson: -103.837 valid_0's tweedie: 30.6117
[88] valid_0's poisson: -103.906 valid_0's tweedie: 30.5939
[89] valid_0's poisson: -103.969 valid_0's tweedie: 30.5761
[90] valid_0's poisson: -104.037 valid_0's tweedie: 30.5589
[91] valid_0's poisson: -104.097 valid_0's tweedie: 30.5418
[92] valid_0's poisson: -104.154 valid_0's tweedie: 30.525
[93] valid_0's poisson: -104.216 valid_0's tweedie: 30.509
[94] valid_0's poisson: -104.272 valid_0's tweedie: 30.4926
[95] valid_0's poisson: -104.34 valid_0's tweedie: 30.4757
[96] valid_0's poisson: -104.4 valid_0's tweedie: 30.4603
[97] valid_0's poisson: -104.457 valid_0's tweedie: 30.4452
[98] valid_0's poisson: -104.514 valid_0's tweedie: 30.4306
[99] valid_0's poisson: -104.569 valid_0's tweedie: 30.4165
[100] valid_0's poisson: -104.627 valid_0's tweedie: 30.4018
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=1, learning_rate=0.015625, max_depth=3, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.6162 valid_0's tweedie: 34.6975
[2] valid_0's poisson: -88.057 valid_0's tweedie: 34.5923
[3] valid_0's poisson: -88.486 valid_0's tweedie: 34.4898
[4] valid_0's poisson: -88.9041 valid_0's tweedie: 34.3897
[5] valid_0's poisson: -89.3104 valid_0's tweedie: 34.2923
[6] valid_0's poisson: -89.7072 valid_0's tweedie: 34.197
[7] valid_0's poisson: -90.0926 valid_0's tweedie: 34.1044
[8] valid_0's poisson: -90.4689 valid_0's tweedie: 34.0138
[9] valid_0's poisson: -90.8346 valid_0's tweedie: 33.9256
[10] valid_0's poisson: -91.1945 valid_0's tweedie: 33.8384
[11] valid_0's poisson: -91.5405 valid_0's tweedie: 33.7545
[12] valid_0's poisson: -91.8778 valid_0's tweedie: 33.6725
[13] valid_0's poisson: -92.2058 valid_0's tweedie: 33.5926
[14] valid_0's poisson: -92.5253 valid_0's tweedie: 33.5146
[15] valid_0's poisson: -92.8422 valid_0's tweedie: 33.4371
[16] valid_0's poisson: -93.1474 valid_0's tweedie: 33.3623
[17] valid_0's poisson: -93.4438 valid_0's tweedie: 33.2895
[18] valid_0's poisson: -93.732 valid_0's tweedie: 33.2186
[19] valid_0's poisson: -94.0181 valid_0's tweedie: 33.1479
[20] valid_0's poisson: -94.2918 valid_0's tweedie: 33.0805
[21] valid_0's poisson: -94.5577 valid_0's tweedie: 33.0144
[22] valid_0's poisson: -94.8228 valid_0's tweedie: 32.9488
[23] valid_0's poisson: -95.0746 valid_0's tweedie: 32.8859
[24] valid_0's poisson: -95.3193 valid_0's tweedie: 32.825
[25] valid_0's poisson: -95.5577 valid_0's tweedie: 32.7651
[26] valid_0's poisson: -95.7977 valid_0's tweedie: 32.7052
[27] valid_0's poisson: -96.0237 valid_0's tweedie: 32.6481
[28] valid_0's poisson: -96.2452 valid_0's tweedie: 32.5925
[29] valid_0's poisson: -96.4662 valid_0's tweedie: 32.5365
[30] valid_0's poisson: -96.6766 valid_0's tweedie: 32.4832
[31] valid_0's poisson: -96.8813 valid_0's tweedie: 32.4311
[32] valid_0's poisson: -97.0916 valid_0's tweedie: 32.377
[33] valid_0's poisson: -97.2865 valid_0's tweedie: 32.3275
[34] valid_0's poisson: -97.4916 valid_0's tweedie: 32.276
[35] valid_0's poisson: -97.6756 valid_0's tweedie: 32.2285
[36] valid_0's poisson: -97.8643 valid_0's tweedie: 32.1808
[37] valid_0's poisson: -98.052 valid_0's tweedie: 32.1321
[38] valid_0's poisson: -98.2298 valid_0's tweedie: 32.086
[39] valid_0's poisson: -98.4074 valid_0's tweedie: 32.0396
[40] valid_0's poisson: -98.5794 valid_0's tweedie: 31.9958
[41] valid_0's poisson: -98.7453 valid_0's tweedie: 31.9528
[42] valid_0's poisson: -98.9154 valid_0's tweedie: 31.9094
[43] valid_0's poisson: -99.0693 valid_0's tweedie: 31.869
[44] valid_0's poisson: -99.2254 valid_0's tweedie: 31.829
[45] valid_0's poisson: -99.3829 valid_0's tweedie: 31.7879
[46] valid_0's poisson: -99.5326 valid_0's tweedie: 31.7481
[47] valid_0's poisson: -99.6771 valid_0's tweedie: 31.7111
[48] valid_0's poisson: -99.8145 valid_0's tweedie: 31.6747
[49] valid_0's poisson: -99.9585 valid_0's tweedie: 31.6367
[50] valid_0's poisson: -100.118 valid_0's tweedie: 31.5965
[51] valid_0's poisson: -100.249 valid_0's tweedie: 31.5611
[52] valid_0's poisson: -100.379 valid_0's tweedie: 31.5274
[53] valid_0's poisson: -100.527 valid_0's tweedie: 31.4898
[54] valid_0's poisson: -100.671 valid_0's tweedie: 31.4532
[55] valid_0's poisson: -100.795 valid_0's tweedie: 31.42
[56] valid_0's poisson: -100.934 valid_0's tweedie: 31.3847
[57] valid_0's poisson: -101.05 valid_0's tweedie: 31.353
[58] valid_0's poisson: -101.182 valid_0's tweedie: 31.3194
[59] valid_0's poisson: -101.295 valid_0's tweedie: 31.2888
[60] valid_0's poisson: -101.421 valid_0's tweedie: 31.2567
[61] valid_0's poisson: -101.527 valid_0's tweedie: 31.2277
[62] valid_0's poisson: -101.65 valid_0's tweedie: 31.1965
[63] valid_0's poisson: -101.753 valid_0's tweedie: 31.1687
[64] valid_0's poisson: -101.868 valid_0's tweedie: 31.1392
[65] valid_0's poisson: -101.974 valid_0's tweedie: 31.1107
[66] valid_0's poisson: -102.071 valid_0's tweedie: 31.0856
[67] valid_0's poisson: -102.179 valid_0's tweedie: 31.0578
[68] valid_0's poisson: -102.278 valid_0's tweedie: 31.0309
[69] valid_0's poisson: -102.366 valid_0's tweedie: 31.0072
[70] valid_0's poisson: -102.464 valid_0's tweedie: 30.9812
[71] valid_0's poisson: -102.557 valid_0's tweedie: 30.9559
[72] valid_0's poisson: -102.642 valid_0's tweedie: 30.9336
[73] valid_0's poisson: -102.738 valid_0's tweedie: 30.909
[74] valid_0's poisson: -102.824 valid_0's tweedie: 30.8854
[75] valid_0's poisson: -102.904 valid_0's tweedie: 30.8646
[76] valid_0's poisson: -102.989 valid_0's tweedie: 30.8416
[77] valid_0's poisson: -103.074 valid_0's tweedie: 30.8188
[78] valid_0's poisson: -103.149 valid_0's tweedie: 30.7978
[79] valid_0's poisson: -103.226 valid_0's tweedie: 30.7767
[80] valid_0's poisson: -103.298 valid_0's tweedie: 30.7565
[81] valid_0's poisson: -103.384 valid_0's tweedie: 30.7347
[82] valid_0's poisson: -103.461 valid_0's tweedie: 30.714
[83] valid_0's poisson: -103.529 valid_0's tweedie: 30.6961
[84] valid_0's poisson: -103.599 valid_0's tweedie: 30.676
[85] valid_0's poisson: -103.679 valid_0's tweedie: 30.6558
[86] valid_0's poisson: -103.745 valid_0's tweedie: 30.6375
[87] valid_0's poisson: -103.817 valid_0's tweedie: 30.6191
[88] valid_0's poisson: -103.883 valid_0's tweedie: 30.6004
[89] valid_0's poisson: -103.957 valid_0's tweedie: 30.5816
[90] valid_0's poisson: -104.024 valid_0's tweedie: 30.5643
[91] valid_0's poisson: -104.086 valid_0's tweedie: 30.5476
[92] valid_0's poisson: -104.154 valid_0's tweedie: 30.5305
[93] valid_0's poisson: -104.219 valid_0's tweedie: 30.5139
[94] valid_0's poisson: -104.277 valid_0's tweedie: 30.4978
[95] valid_0's poisson: -104.338 valid_0's tweedie: 30.4821
[96] valid_0's poisson: -104.399 valid_0's tweedie: 30.4663
[97] valid_0's poisson: -104.457 valid_0's tweedie: 30.4509
[98] valid_0's poisson: -104.514 valid_0's tweedie: 30.4361
[99] valid_0's poisson: -104.57 valid_0's tweedie: 30.4218
[100] valid_0's poisson: -104.626 valid_0's tweedie: 30.4073
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=1, learning_rate=0.015625, max_depth=3, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3303 valid_0's tweedie: 268.041
[2] valid_0's poisson: -87.4853 valid_0's tweedie: 267.933
[3] valid_0's poisson: -87.6388 valid_0's tweedie: 267.825
[4] valid_0's poisson: -87.7906 valid_0's tweedie: 267.72
[5] valid_0's poisson: -87.9413 valid_0's tweedie: 267.614
[6] valid_0's poisson: -88.0898 valid_0's tweedie: 267.511
[7] valid_0's poisson: -88.2372 valid_0's tweedie: 267.408
[8] valid_0's poisson: -88.3834 valid_0's tweedie: 267.306
[9] valid_0's poisson: -88.528 valid_0's tweedie: 267.206
[10] valid_0's poisson: -88.6716 valid_0's tweedie: 267.106
[11] valid_0's poisson: -88.8138 valid_0's tweedie: 267.007
[12] valid_0's poisson: -88.9548 valid_0's tweedie: 266.909
[13] valid_0's poisson: -89.0939 valid_0's tweedie: 266.812
[14] valid_0's poisson: -89.2317 valid_0's tweedie: 266.716
[15] valid_0's poisson: -89.3686 valid_0's tweedie: 266.621
[16] valid_0's poisson: -89.5041 valid_0's tweedie: 266.527
[17] valid_0's poisson: -89.6385 valid_0's tweedie: 266.433
[18] valid_0's poisson: -89.7716 valid_0's tweedie: 266.341
[19] valid_0's poisson: -89.9034 valid_0's tweedie: 266.25
[20] valid_0's poisson: -90.0344 valid_0's tweedie: 266.159
[21] valid_0's poisson: -90.1633 valid_0's tweedie: 266.069
[22] valid_0's poisson: -90.2923 valid_0's tweedie: 265.98
[23] valid_0's poisson: -90.4196 valid_0's tweedie: 265.892
[24] valid_0's poisson: -90.5455 valid_0's tweedie: 265.804
[25] valid_0's poisson: -90.671 valid_0's tweedie: 265.717
[26] valid_0's poisson: -90.7944 valid_0's tweedie: 265.632
[27] valid_0's poisson: -90.9174 valid_0's tweedie: 265.547
[28] valid_0's poisson: -91.0392 valid_0's tweedie: 265.462
[29] valid_0's poisson: -91.1594 valid_0's tweedie: 265.379
[30] valid_0's poisson: -91.2797 valid_0's tweedie: 265.296
[31] valid_0's poisson: -91.3978 valid_0's tweedie: 265.214
[32] valid_0's poisson: -91.5152 valid_0's tweedie: 265.133
[33] valid_0's poisson: -91.6319 valid_0's tweedie: 265.052
[34] valid_0's poisson: -91.7477 valid_0's tweedie: 264.972
[35] valid_0's poisson: -91.8621 valid_0's tweedie: 264.893
[36] valid_0's poisson: -91.9756 valid_0's tweedie: 264.814
[37] valid_0's poisson: -92.0884 valid_0's tweedie: 264.736
[38] valid_0's poisson: -92.2002 valid_0's tweedie: 264.659
[39] valid_0's poisson: -92.3103 valid_0's tweedie: 264.583
[40] valid_0's poisson: -92.4206 valid_0's tweedie: 264.507
[41] valid_0's poisson: -92.5289 valid_0's tweedie: 264.432
[42] valid_0's poisson: -92.6373 valid_0's tweedie: 264.357
[43] valid_0's poisson: -92.7444 valid_0's tweedie: 264.283
[44] valid_0's poisson: -92.8503 valid_0's tweedie: 264.21
[45] valid_0's poisson: -92.955 valid_0's tweedie: 264.138
[46] valid_0's poisson: -93.0595 valid_0's tweedie: 264.066
[47] valid_0's poisson: -93.1625 valid_0's tweedie: 263.995
[48] valid_0's poisson: -93.2652 valid_0's tweedie: 263.924
[49] valid_0's poisson: -93.3668 valid_0's tweedie: 263.854
[50] valid_0's poisson: -93.4681 valid_0's tweedie: 263.784
[51] valid_0's poisson: -93.568 valid_0's tweedie: 263.715
[52] valid_0's poisson: -93.6678 valid_0's tweedie: 263.646
[53] valid_0's poisson: -93.766 valid_0's tweedie: 263.578
[54] valid_0's poisson: -93.8639 valid_0's tweedie: 263.511
[55] valid_0's poisson: -93.9603 valid_0's tweedie: 263.444
[56] valid_0's poisson: -94.0578 valid_0's tweedie: 263.377
[57] valid_0's poisson: -94.1544 valid_0's tweedie: 263.31
[58] valid_0's poisson: -94.2503 valid_0's tweedie: 263.244
[59] valid_0's poisson: -94.3453 valid_0's tweedie: 263.179
[60] valid_0's poisson: -94.4394 valid_0's tweedie: 263.114
[61] valid_0's poisson: -94.533 valid_0's tweedie: 263.049
[62] valid_0's poisson: -94.6249 valid_0's tweedie: 262.986
[63] valid_0's poisson: -94.7162 valid_0's tweedie: 262.923
[64] valid_0's poisson: -94.8069 valid_0's tweedie: 262.86
[65] valid_0's poisson: -94.8967 valid_0's tweedie: 262.798
[66] valid_0's poisson: -94.9857 valid_0's tweedie: 262.737
[67] valid_0's poisson: -95.0743 valid_0's tweedie: 262.676
[68] valid_0's poisson: -95.1616 valid_0's tweedie: 262.616
[69] valid_0's poisson: -95.2488 valid_0's tweedie: 262.556
[70] valid_0's poisson: -95.3354 valid_0's tweedie: 262.496
[71] valid_0's poisson: -95.4209 valid_0's tweedie: 262.437
[72] valid_0's poisson: -95.5058 valid_0's tweedie: 262.378
[73] valid_0's poisson: -95.5902 valid_0's tweedie: 262.32
[74] valid_0's poisson: -95.6737 valid_0's tweedie: 262.263
[75] valid_0's poisson: -95.7564 valid_0's tweedie: 262.206
[76] valid_0's poisson: -95.8394 valid_0's tweedie: 262.148
[77] valid_0's poisson: -95.9213 valid_0's tweedie: 262.092
[78] valid_0's poisson: -96.0025 valid_0's tweedie: 262.036
[79] valid_0's poisson: -96.083 valid_0's tweedie: 261.981
[80] valid_0's poisson: -96.1631 valid_0's tweedie: 261.925
[81] valid_0's poisson: -96.2425 valid_0's tweedie: 261.871
[82] valid_0's poisson: -96.3214 valid_0's tweedie: 261.816
[83] valid_0's poisson: -96.3993 valid_0's tweedie: 261.763
[84] valid_0's poisson: -96.4766 valid_0's tweedie: 261.709
[85] valid_0's poisson: -96.554 valid_0's tweedie: 261.656
[86] valid_0's poisson: -96.6307 valid_0's tweedie: 261.603
[87] valid_0's poisson: -96.7069 valid_0's tweedie: 261.55
[88] valid_0's poisson: -96.7822 valid_0's tweedie: 261.499
[89] valid_0's poisson: -96.857 valid_0's tweedie: 261.447
[90] valid_0's poisson: -96.931 valid_0's tweedie: 261.396
[91] valid_0's poisson: -97.0051 valid_0's tweedie: 261.345
[92] valid_0's poisson: -97.0782 valid_0's tweedie: 261.294
[93] valid_0's poisson: -97.151 valid_0's tweedie: 261.244
[94] valid_0's poisson: -97.2226 valid_0's tweedie: 261.195
[95] valid_0's poisson: -97.2941 valid_0's tweedie: 261.145
[96] valid_0's poisson: -97.365 valid_0's tweedie: 261.097
[97] valid_0's poisson: -97.4357 valid_0's tweedie: 261.048
[98] valid_0's poisson: -97.5053 valid_0's tweedie: 261
[99] valid_0's poisson: -97.5749 valid_0's tweedie: 260.952
[100] valid_0's poisson: -97.6435 valid_0's tweedie: 260.904
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3296 valid_0's tweedie: 268.041
[2] valid_0's poisson: -87.4838 valid_0's tweedie: 267.934
[3] valid_0's poisson: -87.6368 valid_0's tweedie: 267.827
[4] valid_0's poisson: -87.7881 valid_0's tweedie: 267.721
[5] valid_0's poisson: -87.9381 valid_0's tweedie: 267.617
[6] valid_0's poisson: -88.0868 valid_0's tweedie: 267.513
[7] valid_0's poisson: -88.2338 valid_0's tweedie: 267.411
[8] valid_0's poisson: -88.3794 valid_0's tweedie: 267.309
[9] valid_0's poisson: -88.5234 valid_0's tweedie: 267.209
[10] valid_0's poisson: -88.6659 valid_0's tweedie: 267.11
[11] valid_0's poisson: -88.8092 valid_0's tweedie: 267.01
[12] valid_0's poisson: -88.9508 valid_0's tweedie: 266.911
[13] valid_0's poisson: -89.0909 valid_0's tweedie: 266.814
[14] valid_0's poisson: -89.2303 valid_0's tweedie: 266.717
[15] valid_0's poisson: -89.3687 valid_0's tweedie: 266.621
[16] valid_0's poisson: -89.5049 valid_0's tweedie: 266.526
[17] valid_0's poisson: -89.6406 valid_0's tweedie: 266.432
[18] valid_0's poisson: -89.7744 valid_0's tweedie: 266.339
[19] valid_0's poisson: -89.9088 valid_0's tweedie: 266.246
[20] valid_0's poisson: -90.0411 valid_0's tweedie: 266.154
[21] valid_0's poisson: -90.1713 valid_0's tweedie: 266.064
[22] valid_0's poisson: -90.3006 valid_0's tweedie: 265.974
[23] valid_0's poisson: -90.4297 valid_0's tweedie: 265.885
[24] valid_0's poisson: -90.5581 valid_0's tweedie: 265.796
[25] valid_0's poisson: -90.6838 valid_0's tweedie: 265.708
[26] valid_0's poisson: -90.8092 valid_0's tweedie: 265.622
[27] valid_0's poisson: -90.934 valid_0's tweedie: 265.535
[28] valid_0's poisson: -91.0561 valid_0's tweedie: 265.451
[29] valid_0's poisson: -91.1775 valid_0's tweedie: 265.367
[30] valid_0's poisson: -91.2994 valid_0's tweedie: 265.282
[31] valid_0's poisson: -91.4191 valid_0's tweedie: 265.199
[32] valid_0's poisson: -91.5375 valid_0's tweedie: 265.118
[33] valid_0's poisson: -91.6561 valid_0's tweedie: 265.035
[34] valid_0's poisson: -91.7727 valid_0's tweedie: 264.955
[35] valid_0's poisson: -91.8878 valid_0's tweedie: 264.875
[36] valid_0's poisson: -92.0035 valid_0's tweedie: 264.795
[37] valid_0's poisson: -92.1174 valid_0's tweedie: 264.717
[38] valid_0's poisson: -92.23 valid_0's tweedie: 264.639
[39] valid_0's poisson: -92.3427 valid_0's tweedie: 264.561
[40] valid_0's poisson: -92.4526 valid_0's tweedie: 264.485
[41] valid_0's poisson: -92.5632 valid_0's tweedie: 264.409
[42] valid_0's poisson: -92.6716 valid_0's tweedie: 264.334
[43] valid_0's poisson: -92.78 valid_0's tweedie: 264.259
[44] valid_0's poisson: -92.8874 valid_0's tweedie: 264.185
[45] valid_0's poisson: -92.9927 valid_0's tweedie: 264.112
[46] valid_0's poisson: -93.0984 valid_0's tweedie: 264.039
[47] valid_0's poisson: -93.2029 valid_0's tweedie: 263.967
[48] valid_0's poisson: -93.3067 valid_0's tweedie: 263.895
[49] valid_0's poisson: -93.4089 valid_0's tweedie: 263.825
[50] valid_0's poisson: -93.5108 valid_0's tweedie: 263.755
[51] valid_0's poisson: -93.6113 valid_0's tweedie: 263.685
[52] valid_0's poisson: -93.7116 valid_0's tweedie: 263.616
[53] valid_0's poisson: -93.8111 valid_0's tweedie: 263.547
[54] valid_0's poisson: -93.9094 valid_0's tweedie: 263.48
[55] valid_0's poisson: -94.0074 valid_0's tweedie: 263.412
[56] valid_0's poisson: -94.1046 valid_0's tweedie: 263.345
[57] valid_0's poisson: -94.2001 valid_0's tweedie: 263.279
[58] valid_0's poisson: -94.2955 valid_0's tweedie: 263.213
[59] valid_0's poisson: -94.3904 valid_0's tweedie: 263.148
[60] valid_0's poisson: -94.484 valid_0's tweedie: 263.083
[61] valid_0's poisson: -94.5768 valid_0's tweedie: 263.019
[62] valid_0's poisson: -94.6697 valid_0's tweedie: 262.955
[63] valid_0's poisson: -94.7618 valid_0's tweedie: 262.892
[64] valid_0's poisson: -94.8526 valid_0's tweedie: 262.829
[65] valid_0's poisson: -94.9427 valid_0's tweedie: 262.767
[66] valid_0's poisson: -95.0327 valid_0's tweedie: 262.705
[67] valid_0's poisson: -95.1217 valid_0's tweedie: 262.644
[68] valid_0's poisson: -95.2101 valid_0's tweedie: 262.583
[69] valid_0's poisson: -95.298 valid_0's tweedie: 262.522
[70] valid_0's poisson: -95.3846 valid_0's tweedie: 262.463
[71] valid_0's poisson: -95.4706 valid_0's tweedie: 262.403
[72] valid_0's poisson: -95.5563 valid_0's tweedie: 262.344
[73] valid_0's poisson: -95.6408 valid_0's tweedie: 262.286
[74] valid_0's poisson: -95.7238 valid_0's tweedie: 262.229
[75] valid_0's poisson: -95.8076 valid_0's tweedie: 262.171
[76] valid_0's poisson: -95.8901 valid_0's tweedie: 262.114
[77] valid_0's poisson: -95.9725 valid_0's tweedie: 262.058
[78] valid_0's poisson: -96.0542 valid_0's tweedie: 262.001
[79] valid_0's poisson: -96.1343 valid_0's tweedie: 261.946
[80] valid_0's poisson: -96.2149 valid_0's tweedie: 261.891
[81] valid_0's poisson: -96.2946 valid_0's tweedie: 261.836
[82] valid_0's poisson: -96.3728 valid_0's tweedie: 261.782
[83] valid_0's poisson: -96.4507 valid_0's tweedie: 261.728
[84] valid_0's poisson: -96.5285 valid_0's tweedie: 261.674
[85] valid_0's poisson: -96.6059 valid_0's tweedie: 261.621
[86] valid_0's poisson: -96.6826 valid_0's tweedie: 261.568
[87] valid_0's poisson: -96.758 valid_0's tweedie: 261.516
[88] valid_0's poisson: -96.8329 valid_0's tweedie: 261.465
[89] valid_0's poisson: -96.9078 valid_0's tweedie: 261.413
[90] valid_0's poisson: -96.9827 valid_0's tweedie: 261.361
[91] valid_0's poisson: -97.0563 valid_0's tweedie: 261.311
[92] valid_0's poisson: -97.129 valid_0's tweedie: 261.26
[93] valid_0's poisson: -97.2012 valid_0's tweedie: 261.211
[94] valid_0's poisson: -97.2729 valid_0's tweedie: 261.161
[95] valid_0's poisson: -97.3446 valid_0's tweedie: 261.112
[96] valid_0's poisson: -97.4156 valid_0's tweedie: 261.063
[97] valid_0's poisson: -97.4864 valid_0's tweedie: 261.014
[98] valid_0's poisson: -97.5561 valid_0's tweedie: 260.966
[99] valid_0's poisson: -97.6254 valid_0's tweedie: 260.918
[100] valid_0's poisson: -97.6944 valid_0's tweedie: 260.87
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3269 valid_0's tweedie: 268.043
[2] valid_0's poisson: -87.4835 valid_0's tweedie: 267.934
[3] valid_0's poisson: -87.6378 valid_0's tweedie: 267.826
[4] valid_0's poisson: -87.7915 valid_0's tweedie: 267.719
[5] valid_0's poisson: -87.9429 valid_0's tweedie: 267.613
[6] valid_0's poisson: -88.0936 valid_0's tweedie: 267.508
[7] valid_0's poisson: -88.2415 valid_0's tweedie: 267.405
[8] valid_0's poisson: -88.3897 valid_0's tweedie: 267.302
[9] valid_0's poisson: -88.5353 valid_0's tweedie: 267.201
[10] valid_0's poisson: -88.6794 valid_0's tweedie: 267.101
[11] valid_0's poisson: -88.8232 valid_0's tweedie: 267
[12] valid_0's poisson: -88.9645 valid_0's tweedie: 266.902
[13] valid_0's poisson: -89.1057 valid_0's tweedie: 266.804
[14] valid_0's poisson: -89.2453 valid_0's tweedie: 266.707
[15] valid_0's poisson: -89.3827 valid_0's tweedie: 266.612
[16] valid_0's poisson: -89.52 valid_0's tweedie: 266.516
[17] valid_0's poisson: -89.6557 valid_0's tweedie: 266.422
[18] valid_0's poisson: -89.79 valid_0's tweedie: 266.329
[19] valid_0's poisson: -89.9221 valid_0's tweedie: 266.237
[20] valid_0's poisson: -90.054 valid_0's tweedie: 266.146
[21] valid_0's poisson: -90.1837 valid_0's tweedie: 266.056
[22] valid_0's poisson: -90.313 valid_0's tweedie: 265.966
[23] valid_0's poisson: -90.4416 valid_0's tweedie: 265.877
[24] valid_0's poisson: -90.5679 valid_0's tweedie: 265.789
[25] valid_0's poisson: -90.6936 valid_0's tweedie: 265.702
[26] valid_0's poisson: -90.8193 valid_0's tweedie: 265.615
[27] valid_0's poisson: -90.9435 valid_0's tweedie: 265.529
[28] valid_0's poisson: -91.0653 valid_0's tweedie: 265.445
[29] valid_0's poisson: -91.1876 valid_0's tweedie: 265.36
[30] valid_0's poisson: -91.3086 valid_0's tweedie: 265.277
[31] valid_0's poisson: -91.4288 valid_0's tweedie: 265.194
[32] valid_0's poisson: -91.5476 valid_0's tweedie: 265.111
[33] valid_0's poisson: -91.6642 valid_0's tweedie: 265.031
[34] valid_0's poisson: -91.7816 valid_0's tweedie: 264.95
[35] valid_0's poisson: -91.8967 valid_0's tweedie: 264.87
[36] valid_0's poisson: -92.0115 valid_0's tweedie: 264.791
[37] valid_0's poisson: -92.1255 valid_0's tweedie: 264.712
[38] valid_0's poisson: -92.2383 valid_0's tweedie: 264.634
[39] valid_0's poisson: -92.3504 valid_0's tweedie: 264.557
[40] valid_0's poisson: -92.4602 valid_0's tweedie: 264.481
[41] valid_0's poisson: -92.5697 valid_0's tweedie: 264.405
[42] valid_0's poisson: -92.6789 valid_0's tweedie: 264.33
[43] valid_0's poisson: -92.787 valid_0's tweedie: 264.255
[44] valid_0's poisson: -92.8947 valid_0's tweedie: 264.181
[45] valid_0's poisson: -93.0001 valid_0's tweedie: 264.108
[46] valid_0's poisson: -93.1045 valid_0's tweedie: 264.036
[47] valid_0's poisson: -93.2094 valid_0's tweedie: 263.964
[48] valid_0's poisson: -93.3127 valid_0's tweedie: 263.893
[49] valid_0's poisson: -93.4148 valid_0's tweedie: 263.822
[50] valid_0's poisson: -93.5171 valid_0's tweedie: 263.752
[51] valid_0's poisson: -93.618 valid_0's tweedie: 263.682
[52] valid_0's poisson: -93.7177 valid_0's tweedie: 263.613
[53] valid_0's poisson: -93.818 valid_0's tweedie: 263.544
[54] valid_0's poisson: -93.9154 valid_0's tweedie: 263.477
[55] valid_0's poisson: -94.013 valid_0's tweedie: 263.41
[56] valid_0's poisson: -94.1096 valid_0's tweedie: 263.343
[57] valid_0's poisson: -94.2063 valid_0's tweedie: 263.276
[58] valid_0's poisson: -94.301 valid_0's tweedie: 263.211
[59] valid_0's poisson: -94.3953 valid_0's tweedie: 263.146
[60] valid_0's poisson: -94.4899 valid_0's tweedie: 263.081
[61] valid_0's poisson: -94.5828 valid_0's tweedie: 263.017
[62] valid_0's poisson: -94.6747 valid_0's tweedie: 262.954
[63] valid_0's poisson: -94.7665 valid_0's tweedie: 262.89
[64] valid_0's poisson: -94.8566 valid_0's tweedie: 262.828
[65] valid_0's poisson: -94.9466 valid_0's tweedie: 262.766
[66] valid_0's poisson: -95.0352 valid_0's tweedie: 262.705
[67] valid_0's poisson: -95.124 valid_0's tweedie: 262.644
[68] valid_0's poisson: -95.2123 valid_0's tweedie: 262.583
[69] valid_0's poisson: -95.2998 valid_0's tweedie: 262.523
[70] valid_0's poisson: -95.3856 valid_0's tweedie: 262.464
[71] valid_0's poisson: -95.4719 valid_0's tweedie: 262.404
[72] valid_0's poisson: -95.5573 valid_0's tweedie: 262.345
[73] valid_0's poisson: -95.6422 valid_0's tweedie: 262.287
[74] valid_0's poisson: -95.7267 valid_0's tweedie: 262.229
[75] valid_0's poisson: -95.8103 valid_0's tweedie: 262.171
[76] valid_0's poisson: -95.8931 valid_0's tweedie: 262.114
[77] valid_0's poisson: -95.9758 valid_0's tweedie: 262.057
[78] valid_0's poisson: -96.057 valid_0's tweedie: 262.001
[79] valid_0's poisson: -96.1373 valid_0's tweedie: 261.946
[80] valid_0's poisson: -96.2181 valid_0's tweedie: 261.89
[81] valid_0's poisson: -96.2981 valid_0's tweedie: 261.835
[82] valid_0's poisson: -96.3773 valid_0's tweedie: 261.78
[83] valid_0's poisson: -96.4551 valid_0's tweedie: 261.727
[84] valid_0's poisson: -96.5325 valid_0's tweedie: 261.673
[85] valid_0's poisson: -96.6097 valid_0's tweedie: 261.62
[86] valid_0's poisson: -96.6861 valid_0's tweedie: 261.568
[87] valid_0's poisson: -96.7626 valid_0's tweedie: 261.515
[88] valid_0's poisson: -96.8384 valid_0's tweedie: 261.463
[89] valid_0's poisson: -96.9134 valid_0's tweedie: 261.411
[90] valid_0's poisson: -96.9877 valid_0's tweedie: 261.36
[91] valid_0's poisson: -97.0614 valid_0's tweedie: 261.309
[92] valid_0's poisson: -97.1353 valid_0's tweedie: 261.258
[93] valid_0's poisson: -97.2076 valid_0's tweedie: 261.208
[94] valid_0's poisson: -97.2802 valid_0's tweedie: 261.158
[95] valid_0's poisson: -97.3514 valid_0's tweedie: 261.109
[96] valid_0's poisson: -97.423 valid_0's tweedie: 261.06
[97] valid_0's poisson: -97.494 valid_0's tweedie: 261.011
[98] valid_0's poisson: -97.5643 valid_0's tweedie: 260.962
[99] valid_0's poisson: -97.6338 valid_0's tweedie: 260.914
[100] valid_0's poisson: -97.7029 valid_0's tweedie: 260.867
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3343 valid_0's tweedie: 268.038
[2] valid_0's poisson: -87.4898 valid_0's tweedie: 267.929
[3] valid_0's poisson: -87.644 valid_0's tweedie: 267.822
[4] valid_0's poisson: -87.7972 valid_0's tweedie: 267.715
[5] valid_0's poisson: -87.9493 valid_0's tweedie: 267.609
[6] valid_0's poisson: -88.1 valid_0's tweedie: 267.504
[7] valid_0's poisson: -88.249 valid_0's tweedie: 267.4
[8] valid_0's poisson: -88.3968 valid_0's tweedie: 267.297
[9] valid_0's poisson: -88.5431 valid_0's tweedie: 267.195
[10] valid_0's poisson: -88.6882 valid_0's tweedie: 267.094
[11] valid_0's poisson: -88.8319 valid_0's tweedie: 266.994
[12] valid_0's poisson: -88.9737 valid_0's tweedie: 266.895
[13] valid_0's poisson: -89.1148 valid_0's tweedie: 266.797
[14] valid_0's poisson: -89.2546 valid_0's tweedie: 266.7
[15] valid_0's poisson: -89.393 valid_0's tweedie: 266.604
[16] valid_0's poisson: -89.5302 valid_0's tweedie: 266.509
[17] valid_0's poisson: -89.666 valid_0's tweedie: 266.414
[18] valid_0's poisson: -89.8008 valid_0's tweedie: 266.321
[19] valid_0's poisson: -89.9344 valid_0's tweedie: 266.228
[20] valid_0's poisson: -90.0661 valid_0's tweedie: 266.137
[21] valid_0's poisson: -90.1967 valid_0's tweedie: 266.046
[22] valid_0's poisson: -90.3263 valid_0's tweedie: 265.956
[23] valid_0's poisson: -90.4545 valid_0's tweedie: 265.867
[24] valid_0's poisson: -90.5816 valid_0's tweedie: 265.779
[25] valid_0's poisson: -90.7082 valid_0's tweedie: 265.691
[26] valid_0's poisson: -90.8331 valid_0's tweedie: 265.605
[27] valid_0's poisson: -90.9569 valid_0's tweedie: 265.519
[28] valid_0's poisson: -91.0796 valid_0's tweedie: 265.434
[29] valid_0's poisson: -91.2014 valid_0's tweedie: 265.35
[30] valid_0's poisson: -91.3225 valid_0's tweedie: 265.266
[31] valid_0's poisson: -91.4419 valid_0's tweedie: 265.184
[32] valid_0's poisson: -91.5607 valid_0's tweedie: 265.101
[33] valid_0's poisson: -91.6777 valid_0's tweedie: 265.02
[34] valid_0's poisson: -91.7941 valid_0's tweedie: 264.94
[35] valid_0's poisson: -91.9098 valid_0's tweedie: 264.86
[36] valid_0's poisson: -92.0251 valid_0's tweedie: 264.78
[37] valid_0's poisson: -92.1385 valid_0's tweedie: 264.702
[38] valid_0's poisson: -92.2512 valid_0's tweedie: 264.624
[39] valid_0's poisson: -92.3635 valid_0's tweedie: 264.547
[40] valid_0's poisson: -92.4745 valid_0's tweedie: 264.47
[41] valid_0's poisson: -92.5844 valid_0's tweedie: 264.394
[42] valid_0's poisson: -92.6937 valid_0's tweedie: 264.318
[43] valid_0's poisson: -92.8019 valid_0's tweedie: 264.244
[44] valid_0's poisson: -92.9092 valid_0's tweedie: 264.17
[45] valid_0's poisson: -93.0154 valid_0's tweedie: 264.096
[46] valid_0's poisson: -93.1211 valid_0's tweedie: 264.023
[47] valid_0's poisson: -93.2257 valid_0's tweedie: 263.951
[48] valid_0's poisson: -93.3293 valid_0's tweedie: 263.88
[49] valid_0's poisson: -93.4324 valid_0's tweedie: 263.809
[50] valid_0's poisson: -93.5345 valid_0's tweedie: 263.738
[51] valid_0's poisson: -93.6357 valid_0's tweedie: 263.669
[52] valid_0's poisson: -93.7361 valid_0's tweedie: 263.599
[53] valid_0's poisson: -93.8352 valid_0's tweedie: 263.531
[54] valid_0's poisson: -93.9335 valid_0's tweedie: 263.463
[55] valid_0's poisson: -94.0312 valid_0's tweedie: 263.396
[56] valid_0's poisson: -94.128 valid_0's tweedie: 263.329
[57] valid_0's poisson: -94.224 valid_0's tweedie: 263.263
[58] valid_0's poisson: -94.3193 valid_0's tweedie: 263.197
[59] valid_0's poisson: -94.4139 valid_0's tweedie: 263.132
[60] valid_0's poisson: -94.5081 valid_0's tweedie: 263.067
[61] valid_0's poisson: -94.6009 valid_0's tweedie: 263.003
[62] valid_0's poisson: -94.6928 valid_0's tweedie: 262.94
[63] valid_0's poisson: -94.7846 valid_0's tweedie: 262.876
[64] valid_0's poisson: -94.8746 valid_0's tweedie: 262.814
[65] valid_0's poisson: -94.9643 valid_0's tweedie: 262.753
[66] valid_0's poisson: -95.0541 valid_0's tweedie: 262.691
[67] valid_0's poisson: -95.1427 valid_0's tweedie: 262.63
[68] valid_0's poisson: -95.2302 valid_0's tweedie: 262.569
[69] valid_0's poisson: -95.3168 valid_0's tweedie: 262.51
[70] valid_0's poisson: -95.404 valid_0's tweedie: 262.45
[71] valid_0's poisson: -95.4904 valid_0's tweedie: 262.39
[72] valid_0's poisson: -95.5753 valid_0's tweedie: 262.332
[73] valid_0's poisson: -95.6601 valid_0's tweedie: 262.273
[74] valid_0's poisson: -95.7439 valid_0's tweedie: 262.215
[75] valid_0's poisson: -95.8266 valid_0's tweedie: 262.158
[76] valid_0's poisson: -95.9086 valid_0's tweedie: 262.102
[77] valid_0's poisson: -95.9909 valid_0's tweedie: 262.045
[78] valid_0's poisson: -96.0726 valid_0's tweedie: 261.989
[79] valid_0's poisson: -96.1528 valid_0's tweedie: 261.934
[80] valid_0's poisson: -96.2332 valid_0's tweedie: 261.878
[81] valid_0's poisson: -96.3124 valid_0's tweedie: 261.824
[82] valid_0's poisson: -96.3907 valid_0's tweedie: 261.77
[83] valid_0's poisson: -96.4693 valid_0's tweedie: 261.716
[84] valid_0's poisson: -96.5475 valid_0's tweedie: 261.662
[85] valid_0's poisson: -96.6251 valid_0's tweedie: 261.608
[86] valid_0's poisson: -96.7015 valid_0's tweedie: 261.556
[87] valid_0's poisson: -96.7782 valid_0's tweedie: 261.503
[88] valid_0's poisson: -96.8542 valid_0's tweedie: 261.45
[89] valid_0's poisson: -96.9296 valid_0's tweedie: 261.398
[90] valid_0's poisson: -97.0047 valid_0's tweedie: 261.347
[91] valid_0's poisson: -97.079 valid_0's tweedie: 261.295
[92] valid_0's poisson: -97.1526 valid_0's tweedie: 261.245
[93] valid_0's poisson: -97.2259 valid_0's tweedie: 261.194
[94] valid_0's poisson: -97.2984 valid_0's tweedie: 261.144
[95] valid_0's poisson: -97.3706 valid_0's tweedie: 261.094
[96] valid_0's poisson: -97.442 valid_0's tweedie: 261.045
[97] valid_0's poisson: -97.513 valid_0's tweedie: 260.996
[98] valid_0's poisson: -97.5836 valid_0's tweedie: 260.947
[99] valid_0's poisson: -97.6534 valid_0's tweedie: 260.899
[100] valid_0's poisson: -97.7231 valid_0's tweedie: 260.851
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.3208 valid_0's tweedie: 268.048
[2] valid_0's poisson: -87.4752 valid_0's tweedie: 267.94
[3] valid_0's poisson: -87.6295 valid_0's tweedie: 267.832
[4] valid_0's poisson: -87.781 valid_0's tweedie: 267.727
[5] valid_0's poisson: -87.9324 valid_0's tweedie: 267.621
[6] valid_0's poisson: -88.0822 valid_0's tweedie: 267.517
[7] valid_0's poisson: -88.2301 valid_0's tweedie: 267.414
[8] valid_0's poisson: -88.3773 valid_0's tweedie: 267.311
[9] valid_0's poisson: -88.5225 valid_0's tweedie: 267.21
[10] valid_0's poisson: -88.6657 valid_0's tweedie: 267.11
[11] valid_0's poisson: -88.8089 valid_0's tweedie: 267.011
[12] valid_0's poisson: -88.9503 valid_0's tweedie: 266.912
[13] valid_0's poisson: -89.0903 valid_0's tweedie: 266.815
[14] valid_0's poisson: -89.2283 valid_0's tweedie: 266.719
[15] valid_0's poisson: -89.366 valid_0's tweedie: 266.624
[16] valid_0's poisson: -89.5022 valid_0's tweedie: 266.529
[17] valid_0's poisson: -89.6373 valid_0's tweedie: 266.435
[18] valid_0's poisson: -89.7713 valid_0's tweedie: 266.342
[19] valid_0's poisson: -89.9029 valid_0's tweedie: 266.251
[20] valid_0's poisson: -90.0342 valid_0's tweedie: 266.16
[21] valid_0's poisson: -90.1644 valid_0's tweedie: 266.07
[22] valid_0's poisson: -90.2931 valid_0's tweedie: 265.981
[23] valid_0's poisson: -90.4213 valid_0's tweedie: 265.892
[24] valid_0's poisson: -90.5477 valid_0's tweedie: 265.804
[25] valid_0's poisson: -90.6729 valid_0's tweedie: 265.717
[26] valid_0's poisson: -90.7977 valid_0's tweedie: 265.631
[27] valid_0's poisson: -90.9209 valid_0's tweedie: 265.546
[28] valid_0's poisson: -91.0424 valid_0's tweedie: 265.462
[29] valid_0's poisson: -91.1639 valid_0's tweedie: 265.378
[30] valid_0's poisson: -91.2844 valid_0's tweedie: 265.294
[31] valid_0's poisson: -91.4033 valid_0's tweedie: 265.212
[32] valid_0's poisson: -91.5206 valid_0's tweedie: 265.131
[33] valid_0's poisson: -91.638 valid_0's tweedie: 265.05
[34] valid_0's poisson: -91.7542 valid_0's tweedie: 264.969
[35] valid_0's poisson: -91.8679 valid_0's tweedie: 264.891
[36] valid_0's poisson: -91.982 valid_0's tweedie: 264.812
[37] valid_0's poisson: -92.0957 valid_0's tweedie: 264.733
[38] valid_0's poisson: -92.2076 valid_0's tweedie: 264.656
[39] valid_0's poisson: -92.3182 valid_0's tweedie: 264.58
[40] valid_0's poisson: -92.4288 valid_0's tweedie: 264.503
[41] valid_0's poisson: -92.5368 valid_0's tweedie: 264.429
[42] valid_0's poisson: -92.6458 valid_0's tweedie: 264.354
[43] valid_0's poisson: -92.754 valid_0's tweedie: 264.279
[44] valid_0's poisson: -92.8601 valid_0's tweedie: 264.206
[45] valid_0's poisson: -92.9652 valid_0's tweedie: 264.133
[46] valid_0's poisson: -93.0695 valid_0's tweedie: 264.061
[47] valid_0's poisson: -93.1736 valid_0's tweedie: 263.989
[48] valid_0's poisson: -93.2763 valid_0's tweedie: 263.918
[49] valid_0's poisson: -93.3775 valid_0's tweedie: 263.849
[50] valid_0's poisson: -93.4791 valid_0's tweedie: 263.779
[51] valid_0's poisson: -93.5798 valid_0's tweedie: 263.709
[52] valid_0's poisson: -93.6799 valid_0's tweedie: 263.64
[53] valid_0's poisson: -93.7796 valid_0's tweedie: 263.571
[54] valid_0's poisson: -93.8774 valid_0's tweedie: 263.504
[55] valid_0's poisson: -93.9756 valid_0's tweedie: 263.436
[56] valid_0's poisson: -94.0724 valid_0's tweedie: 263.37
[57] valid_0's poisson: -94.1678 valid_0's tweedie: 263.304
[58] valid_0's poisson: -94.2636 valid_0's tweedie: 263.238
[59] valid_0's poisson: -94.3582 valid_0's tweedie: 263.173
[60] valid_0's poisson: -94.4523 valid_0's tweedie: 263.108
[61] valid_0's poisson: -94.5449 valid_0's tweedie: 263.044
[62] valid_0's poisson: -94.6363 valid_0's tweedie: 262.981
[63] valid_0's poisson: -94.728 valid_0's tweedie: 262.918
[64] valid_0's poisson: -94.819 valid_0's tweedie: 262.855
[65] valid_0's poisson: -94.9087 valid_0's tweedie: 262.793
[66] valid_0's poisson: -94.9988 valid_0's tweedie: 262.731
[67] valid_0's poisson: -95.0876 valid_0's tweedie: 262.67
[68] valid_0's poisson: -95.1752 valid_0's tweedie: 262.61
[69] valid_0's poisson: -95.2625 valid_0's tweedie: 262.549
[70] valid_0's poisson: -95.3491 valid_0's tweedie: 262.49
[71] valid_0's poisson: -95.4343 valid_0's tweedie: 262.431
[72] valid_0's poisson: -95.5194 valid_0's tweedie: 262.372
[73] valid_0's poisson: -95.6042 valid_0's tweedie: 262.314
[74] valid_0's poisson: -95.6877 valid_0's tweedie: 262.256
[75] valid_0's poisson: -95.7708 valid_0's tweedie: 262.199
[76] valid_0's poisson: -95.8538 valid_0's tweedie: 262.142
[77] valid_0's poisson: -95.9362 valid_0's tweedie: 262.085
[78] valid_0's poisson: -96.017 valid_0's tweedie: 262.03
[79] valid_0's poisson: -96.0977 valid_0's tweedie: 261.974
[80] valid_0's poisson: -96.178 valid_0's tweedie: 261.919
[81] valid_0's poisson: -96.2572 valid_0's tweedie: 261.864
[82] valid_0's poisson: -96.3362 valid_0's tweedie: 261.81
[83] valid_0's poisson: -96.4146 valid_0's tweedie: 261.756
[84] valid_0's poisson: -96.4921 valid_0's tweedie: 261.702
[85] valid_0's poisson: -96.5692 valid_0's tweedie: 261.649
[86] valid_0's poisson: -96.6458 valid_0's tweedie: 261.596
[87] valid_0's poisson: -96.7214 valid_0's tweedie: 261.544
[88] valid_0's poisson: -96.7969 valid_0's tweedie: 261.492
[89] valid_0's poisson: -96.8719 valid_0's tweedie: 261.44
[90] valid_0's poisson: -96.946 valid_0's tweedie: 261.389
[91] valid_0's poisson: -97.0194 valid_0's tweedie: 261.339
[92] valid_0's poisson: -97.0925 valid_0's tweedie: 261.288
[93] valid_0's poisson: -97.165 valid_0's tweedie: 261.238
[94] valid_0's poisson: -97.2373 valid_0's tweedie: 261.188
[95] valid_0's poisson: -97.309 valid_0's tweedie: 261.139
[96] valid_0's poisson: -97.3797 valid_0's tweedie: 261.09
[97] valid_0's poisson: -97.4503 valid_0's tweedie: 261.042
[98] valid_0's poisson: -97.5207 valid_0's tweedie: 260.993
[99] valid_0's poisson: -97.5901 valid_0's tweedie: 260.945
[100] valid_0's poisson: -97.659 valid_0's tweedie: 260.898
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.01, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.7692 valid_0's tweedie: 17.0846
[2] valid_0's poisson: -88.3475 valid_0's tweedie: 17.0163
[3] valid_0's poisson: -88.9064 valid_0's tweedie: 16.9498
[4] valid_0's poisson: -89.4493 valid_0's tweedie: 16.8846
[5] valid_0's poisson: -89.9741 valid_0's tweedie: 16.8211
[6] valid_0's poisson: -90.4842 valid_0's tweedie: 16.7588
[7] valid_0's poisson: -90.9768 valid_0's tweedie: 16.6983
[8] valid_0's poisson: -91.4553 valid_0's tweedie: 16.639
[9] valid_0's poisson: -91.92 valid_0's tweedie: 16.581
[10] valid_0's poisson: -92.3689 valid_0's tweedie: 16.5246
[11] valid_0's poisson: -92.8044 valid_0's tweedie: 16.4695
[12] valid_0's poisson: -93.227 valid_0's tweedie: 16.4157
[13] valid_0's poisson: -93.6368 valid_0's tweedie: 16.3631
[14] valid_0's poisson: -94.0339 valid_0's tweedie: 16.3119
[15] valid_0's poisson: -94.4179 valid_0's tweedie: 16.2619
[16] valid_0's poisson: -94.7913 valid_0's tweedie: 16.2132
[17] valid_0's poisson: -95.1557 valid_0's tweedie: 16.1652
[18] valid_0's poisson: -95.5082 valid_0's tweedie: 16.1186
[19] valid_0's poisson: -95.8515 valid_0's tweedie: 16.0729
[20] valid_0's poisson: -96.1837 valid_0's tweedie: 16.0284
[21] valid_0's poisson: -96.5104 valid_0's tweedie: 15.9846
[22] valid_0's poisson: -96.8246 valid_0's tweedie: 15.9421
[23] valid_0's poisson: -97.1327 valid_0's tweedie: 15.9005
[24] valid_0's poisson: -97.4289 valid_0's tweedie: 15.8601
[25] valid_0's poisson: -97.719 valid_0's tweedie: 15.8205
[26] valid_0's poisson: -97.9983 valid_0's tweedie: 15.7821
[27] valid_0's poisson: -98.2721 valid_0's tweedie: 15.7444
[28] valid_0's poisson: -98.5379 valid_0's tweedie: 15.7076
[29] valid_0's poisson: -98.7932 valid_0's tweedie: 15.6721
[30] valid_0's poisson: -99.0439 valid_0's tweedie: 15.6372
[31] valid_0's poisson: -99.2854 valid_0's tweedie: 15.6034
[32] valid_0's poisson: -99.5191 valid_0's tweedie: 15.5703
[33] valid_0's poisson: -99.7501 valid_0's tweedie: 15.5379
[34] valid_0's poisson: -99.9737 valid_0's tweedie: 15.5063
[35] valid_0's poisson: -100.191 valid_0's tweedie: 15.4755
[36] valid_0's poisson: -100.4 valid_0's tweedie: 15.4457
[37] valid_0's poisson: -100.605 valid_0's tweedie: 15.4165
[38] valid_0's poisson: -100.803 valid_0's tweedie: 15.3882
[39] valid_0's poisson: -100.998 valid_0's tweedie: 15.3604
[40] valid_0's poisson: -101.187 valid_0's tweedie: 15.3333
[41] valid_0's poisson: -101.37 valid_0's tweedie: 15.3071
[42] valid_0's poisson: -101.548 valid_0's tweedie: 15.2814
[43] valid_0's poisson: -101.721 valid_0's tweedie: 15.2566
[44] valid_0's poisson: -101.888 valid_0's tweedie: 15.2324
[45] valid_0's poisson: -102.053 valid_0's tweedie: 15.2087
[46] valid_0's poisson: -102.213 valid_0's tweedie: 15.1856
[47] valid_0's poisson: -102.369 valid_0's tweedie: 15.1631
[48] valid_0's poisson: -102.52 valid_0's tweedie: 15.1412
[49] valid_0's poisson: -102.669 valid_0's tweedie: 15.1195
[50] valid_0's poisson: -102.815 valid_0's tweedie: 15.0984
[51] valid_0's poisson: -102.956 valid_0's tweedie: 15.0779
[52] valid_0's poisson: -103.097 valid_0's tweedie: 15.0575
[53] valid_0's poisson: -103.231 valid_0's tweedie: 15.0379
[54] valid_0's poisson: -103.362 valid_0's tweedie: 15.0188
[55] valid_0's poisson: -103.488 valid_0's tweedie: 15.0005
[56] valid_0's poisson: -103.614 valid_0's tweedie: 14.9821
[57] valid_0's poisson: -103.734 valid_0's tweedie: 14.9645
[58] valid_0's poisson: -103.855 valid_0's tweedie: 14.9468
[59] valid_0's poisson: -103.968 valid_0's tweedie: 14.9302
[60] valid_0's poisson: -104.083 valid_0's tweedie: 14.9135
[61] valid_0's poisson: -104.194 valid_0's tweedie: 14.8972
[62] valid_0's poisson: -104.304 valid_0's tweedie: 14.8812
[63] valid_0's poisson: -104.409 valid_0's tweedie: 14.8658
[64] valid_0's poisson: -104.515 valid_0's tweedie: 14.8504
[65] valid_0's poisson: -104.611 valid_0's tweedie: 14.8363
[66] valid_0's poisson: -104.709 valid_0's tweedie: 14.822
[67] valid_0's poisson: -104.805 valid_0's tweedie: 14.808
[68] valid_0's poisson: -104.9 valid_0's tweedie: 14.7942
[69] valid_0's poisson: -104.989 valid_0's tweedie: 14.7811
[70] valid_0's poisson: -105.079 valid_0's tweedie: 14.768
[71] valid_0's poisson: -105.168 valid_0's tweedie: 14.7551
[72] valid_0's poisson: -105.252 valid_0's tweedie: 14.7429
[73] valid_0's poisson: -105.335 valid_0's tweedie: 14.7308
[74] valid_0's poisson: -105.413 valid_0's tweedie: 14.7193
[75] valid_0's poisson: -105.494 valid_0's tweedie: 14.7078
[76] valid_0's poisson: -105.57 valid_0's tweedie: 14.6968
[77] valid_0's poisson: -105.646 valid_0's tweedie: 14.6858
[78] valid_0's poisson: -105.717 valid_0's tweedie: 14.6755
[79] valid_0's poisson: -105.786 valid_0's tweedie: 14.6654
[80] valid_0's poisson: -105.857 valid_0's tweedie: 14.6553
[81] valid_0's poisson: -105.923 valid_0's tweedie: 14.6456
[82] valid_0's poisson: -105.987 valid_0's tweedie: 14.6363
[83] valid_0's poisson: -106.052 valid_0's tweedie: 14.6269
[84] valid_0's poisson: -106.114 valid_0's tweedie: 14.6179
[85] valid_0's poisson: -106.174 valid_0's tweedie: 14.6093
[86] valid_0's poisson: -106.233 valid_0's tweedie: 14.6007
[87] valid_0's poisson: -106.292 valid_0's tweedie: 14.5922
[88] valid_0's poisson: -106.349 valid_0's tweedie: 14.5841
[89] valid_0's poisson: -106.403 valid_0's tweedie: 14.5762
[90] valid_0's poisson: -106.459 valid_0's tweedie: 14.5684
[91] valid_0's poisson: -106.512 valid_0's tweedie: 14.5609
[92] valid_0's poisson: -106.564 valid_0's tweedie: 14.5534
[93] valid_0's poisson: -106.615 valid_0's tweedie: 14.5462
[94] valid_0's poisson: -106.664 valid_0's tweedie: 14.5392
[95] valid_0's poisson: -106.713 valid_0's tweedie: 14.5323
[96] valid_0's poisson: -106.76 valid_0's tweedie: 14.5256
[97] valid_0's poisson: -106.808 valid_0's tweedie: 14.5189
[98] valid_0's poisson: -106.852 valid_0's tweedie: 14.5125
[99] valid_0's poisson: -106.896 valid_0's tweedie: 14.5062
[100] valid_0's poisson: -106.939 valid_0's tweedie: 14.5003
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.7694 valid_0's tweedie: 17.0846
[2] valid_0's poisson: -88.3459 valid_0's tweedie: 17.0165
[3] valid_0's poisson: -88.9033 valid_0's tweedie: 16.9501
[4] valid_0's poisson: -89.4448 valid_0's tweedie: 16.885
[5] valid_0's poisson: -89.9703 valid_0's tweedie: 16.8214
[6] valid_0's poisson: -90.4786 valid_0's tweedie: 16.7594
[7] valid_0's poisson: -90.9715 valid_0's tweedie: 16.6988
[8] valid_0's poisson: -91.4502 valid_0's tweedie: 16.6395
[9] valid_0's poisson: -91.9142 valid_0's tweedie: 16.5815
[10] valid_0's poisson: -92.3621 valid_0's tweedie: 16.5252
[11] valid_0's poisson: -92.7981 valid_0's tweedie: 16.47
[12] valid_0's poisson: -93.2214 valid_0's tweedie: 16.416
[13] valid_0's poisson: -93.6301 valid_0's tweedie: 16.3636
[14] valid_0's poisson: -94.033 valid_0's tweedie: 16.3116
[15] valid_0's poisson: -94.4183 valid_0's tweedie: 16.2615
[16] valid_0's poisson: -94.7979 valid_0's tweedie: 16.2119
[17] valid_0's poisson: -95.1637 valid_0's tweedie: 16.1638
[18] valid_0's poisson: -95.516 valid_0's tweedie: 16.1171
[19] valid_0's poisson: -95.8613 valid_0's tweedie: 16.0712
[20] valid_0's poisson: -96.1966 valid_0's tweedie: 16.0264
[21] valid_0's poisson: -96.5176 valid_0's tweedie: 15.9833
[22] valid_0's poisson: -96.8348 valid_0's tweedie: 15.9405
[23] valid_0's poisson: -97.1411 valid_0's tweedie: 15.8989
[24] valid_0's poisson: -97.4362 valid_0's tweedie: 15.8586
[25] valid_0's poisson: -97.7246 valid_0's tweedie: 15.8192
[26] valid_0's poisson: -98.0062 valid_0's tweedie: 15.7805
[27] valid_0's poisson: -98.2787 valid_0's tweedie: 15.743
[28] valid_0's poisson: -98.5459 valid_0's tweedie: 15.706
[29] valid_0's poisson: -98.8015 valid_0's tweedie: 15.6703
[30] valid_0's poisson: -99.053 valid_0's tweedie: 15.6353
[31] valid_0's poisson: -99.2967 valid_0's tweedie: 15.6011
[32] valid_0's poisson: -99.5339 valid_0's tweedie: 15.5677
[33] valid_0's poisson: -99.761 valid_0's tweedie: 15.5356
[34] valid_0's poisson: -99.9856 valid_0's tweedie: 15.5039
[35] valid_0's poisson: -100.204 valid_0's tweedie: 15.473
[36] valid_0's poisson: -100.414 valid_0's tweedie: 15.4431
[37] valid_0's poisson: -100.619 valid_0's tweedie: 15.4138
[38] valid_0's poisson: -100.818 valid_0's tweedie: 15.3854
[39] valid_0's poisson: -101.013 valid_0's tweedie: 15.3575
[40] valid_0's poisson: -101.201 valid_0's tweedie: 15.3305
[41] valid_0's poisson: -101.385 valid_0's tweedie: 15.3042
[42] valid_0's poisson: -101.567 valid_0's tweedie: 15.2781
[43] valid_0's poisson: -101.741 valid_0's tweedie: 15.2531
[44] valid_0's poisson: -101.911 valid_0's tweedie: 15.2285
[45] valid_0's poisson: -102.076 valid_0's tweedie: 15.2047
[46] valid_0's poisson: -102.238 valid_0's tweedie: 15.1813
[47] valid_0's poisson: -102.394 valid_0's tweedie: 15.1587
[48] valid_0's poisson: -102.548 valid_0's tweedie: 15.1366
[49] valid_0's poisson: -102.695 valid_0's tweedie: 15.115
[50] valid_0's poisson: -102.841 valid_0's tweedie: 15.0939
[51] valid_0's poisson: -102.985 valid_0's tweedie: 15.0731
[52] valid_0's poisson: -103.124 valid_0's tweedie: 15.053
[53] valid_0's poisson: -103.258 valid_0's tweedie: 15.0335
[54] valid_0's poisson: -103.39 valid_0's tweedie: 15.0143
[55] valid_0's poisson: -103.517 valid_0's tweedie: 14.9958
[56] valid_0's poisson: -103.644 valid_0's tweedie: 14.977
[57] valid_0's poisson: -103.765 valid_0's tweedie: 14.9594
[58] valid_0's poisson: -103.886 valid_0's tweedie: 14.9416
[59] valid_0's poisson: -103.999 valid_0's tweedie: 14.925
[60] valid_0's poisson: -104.114 valid_0's tweedie: 14.9081
[61] valid_0's poisson: -104.221 valid_0's tweedie: 14.8924
[62] valid_0's poisson: -104.328 valid_0's tweedie: 14.8769
[63] valid_0's poisson: -104.432 valid_0's tweedie: 14.8617
[64] valid_0's poisson: -104.532 valid_0's tweedie: 14.8471
[65] valid_0's poisson: -104.632 valid_0's tweedie: 14.8323
[66] valid_0's poisson: -104.726 valid_0's tweedie: 14.8184
[67] valid_0's poisson: -104.818 valid_0's tweedie: 14.805
[68] valid_0's poisson: -104.911 valid_0's tweedie: 14.7915
[69] valid_0's poisson: -105.002 valid_0's tweedie: 14.7781
[70] valid_0's poisson: -105.092 valid_0's tweedie: 14.7651
[71] valid_0's poisson: -105.178 valid_0's tweedie: 14.7525
[72] valid_0's poisson: -105.262 valid_0's tweedie: 14.7402
[73] valid_0's poisson: -105.347 valid_0's tweedie: 14.7279
[74] valid_0's poisson: -105.426 valid_0's tweedie: 14.7162
[75] valid_0's poisson: -105.506 valid_0's tweedie: 14.7046
[76] valid_0's poisson: -105.581 valid_0's tweedie: 14.6939
[77] valid_0's poisson: -105.655 valid_0's tweedie: 14.6831
[78] valid_0's poisson: -105.728 valid_0's tweedie: 14.6724
[79] valid_0's poisson: -105.8 valid_0's tweedie: 14.6619
[80] valid_0's poisson: -105.868 valid_0's tweedie: 14.652
[81] valid_0's poisson: -105.932 valid_0's tweedie: 14.6426
[82] valid_0's poisson: -105.999 valid_0's tweedie: 14.6329
[83] valid_0's poisson: -106.065 valid_0's tweedie: 14.6234
[84] valid_0's poisson: -106.126 valid_0's tweedie: 14.6144
[85] valid_0's poisson: -106.186 valid_0's tweedie: 14.6057
[86] valid_0's poisson: -106.247 valid_0's tweedie: 14.5969
[87] valid_0's poisson: -106.304 valid_0's tweedie: 14.5886
[88] valid_0's poisson: -106.362 valid_0's tweedie: 14.5803
[89] valid_0's poisson: -106.419 valid_0's tweedie: 14.5722
[90] valid_0's poisson: -106.473 valid_0's tweedie: 14.5645
[91] valid_0's poisson: -106.525 valid_0's tweedie: 14.5569
[92] valid_0's poisson: -106.575 valid_0's tweedie: 14.5497
[93] valid_0's poisson: -106.627 valid_0's tweedie: 14.5424
[94] valid_0's poisson: -106.675 valid_0's tweedie: 14.5355
[95] valid_0's poisson: -106.725 valid_0's tweedie: 14.5285
[96] valid_0's poisson: -106.771 valid_0's tweedie: 14.522
[97] valid_0's poisson: -106.816 valid_0's tweedie: 14.5154
[98] valid_0's poisson: -106.862 valid_0's tweedie: 14.5089
[99] valid_0's poisson: -106.904 valid_0's tweedie: 14.5028
[100] valid_0's poisson: -106.946 valid_0's tweedie: 14.4968
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.7671 valid_0's tweedie: 17.085
[2] valid_0's poisson: -88.3444 valid_0's tweedie: 17.0169
[3] valid_0's poisson: -88.9039 valid_0's tweedie: 16.9504
[4] valid_0's poisson: -89.4446 valid_0's tweedie: 16.8855
[5] valid_0's poisson: -89.9695 valid_0's tweedie: 16.822
[6] valid_0's poisson: -90.4774 valid_0's tweedie: 16.7602
[7] valid_0's poisson: -90.9694 valid_0's tweedie: 16.6997
[8] valid_0's poisson: -91.4467 valid_0's tweedie: 16.6407
[9] valid_0's poisson: -91.909 valid_0's tweedie: 16.5831
[10] valid_0's poisson: -92.3596 valid_0's tweedie: 16.5265
[11] valid_0's poisson: -92.7945 valid_0's tweedie: 16.4715
[12] valid_0's poisson: -93.2186 valid_0's tweedie: 16.4175
[13] valid_0's poisson: -93.6272 valid_0's tweedie: 16.3651
[14] valid_0's poisson: -94.0236 valid_0's tweedie: 16.314
[15] valid_0's poisson: -94.4108 valid_0's tweedie: 16.2638
[16] valid_0's poisson: -94.7919 valid_0's tweedie: 16.2141
[17] valid_0's poisson: -95.1564 valid_0's tweedie: 16.1662
[18] valid_0's poisson: -95.5153 valid_0's tweedie: 16.1188
[19] valid_0's poisson: -95.863 valid_0's tweedie: 16.0727
[20] valid_0's poisson: -96.1957 valid_0's tweedie: 16.0283
[21] valid_0's poisson: -96.5232 valid_0's tweedie: 15.9844
[22] valid_0's poisson: -96.8408 valid_0's tweedie: 15.9415
[23] valid_0's poisson: -97.148 valid_0's tweedie: 15.8999
[24] valid_0's poisson: -97.4478 valid_0's tweedie: 15.8591
[25] valid_0's poisson: -97.7374 valid_0's tweedie: 15.8196
[26] valid_0's poisson: -98.0162 valid_0's tweedie: 15.7811
[27] valid_0's poisson: -98.2901 valid_0's tweedie: 15.7434
[28] valid_0's poisson: -98.5575 valid_0's tweedie: 15.7064
[29] valid_0's poisson: -98.8135 valid_0's tweedie: 15.6708
[30] valid_0's poisson: -99.0652 valid_0's tweedie: 15.6357
[31] valid_0's poisson: -99.307 valid_0's tweedie: 15.6019
[32] valid_0's poisson: -99.5428 valid_0's tweedie: 15.5687
[33] valid_0's poisson: -99.7727 valid_0's tweedie: 15.5363
[34] valid_0's poisson: -99.995 valid_0's tweedie: 15.5046
[35] valid_0's poisson: -100.213 valid_0's tweedie: 15.4738
[36] valid_0's poisson: -100.425 valid_0's tweedie: 15.4437
[37] valid_0's poisson: -100.632 valid_0's tweedie: 15.4142
[38] valid_0's poisson: -100.831 valid_0's tweedie: 15.3858
[39] valid_0's poisson: -101.025 valid_0's tweedie: 15.3579
[40] valid_0's poisson: -101.214 valid_0's tweedie: 15.3309
[41] valid_0's poisson: -101.4 valid_0's tweedie: 15.304
[42] valid_0's poisson: -101.579 valid_0's tweedie: 15.2782
[43] valid_0's poisson: -101.751 valid_0's tweedie: 15.2531
[44] valid_0's poisson: -101.92 valid_0's tweedie: 15.2288
[45] valid_0's poisson: -102.089 valid_0's tweedie: 15.2045
[46] valid_0's poisson: -102.249 valid_0's tweedie: 15.1813
[47] valid_0's poisson: -102.409 valid_0's tweedie: 15.1583
[48] valid_0's poisson: -102.564 valid_0's tweedie: 15.136
[49] valid_0's poisson: -102.715 valid_0's tweedie: 15.1141
[50] valid_0's poisson: -102.858 valid_0's tweedie: 15.0932
[51] valid_0's poisson: -103.002 valid_0's tweedie: 15.0722
[52] valid_0's poisson: -103.14 valid_0's tweedie: 15.0522
[53] valid_0's poisson: -103.274 valid_0's tweedie: 15.0326
[54] valid_0's poisson: -103.407 valid_0's tweedie: 15.0133
[55] valid_0's poisson: -103.536 valid_0's tweedie: 14.9945
[56] valid_0's poisson: -103.66 valid_0's tweedie: 14.9765
[57] valid_0's poisson: -103.781 valid_0's tweedie: 14.9588
[58] valid_0's poisson: -103.9 valid_0's tweedie: 14.9412
[59] valid_0's poisson: -104.016 valid_0's tweedie: 14.9243
[60] valid_0's poisson: -104.129 valid_0's tweedie: 14.9078
[61] valid_0's poisson: -104.242 valid_0's tweedie: 14.8913
[62] valid_0's poisson: -104.347 valid_0's tweedie: 14.8756
[63] valid_0's poisson: -104.454 valid_0's tweedie: 14.8599
[64] valid_0's poisson: -104.558 valid_0's tweedie: 14.8447
[65] valid_0's poisson: -104.658 valid_0's tweedie: 14.83
[66] valid_0's poisson: -104.756 valid_0's tweedie: 14.8156
[67] valid_0's poisson: -104.85 valid_0's tweedie: 14.8017
[68] valid_0's poisson: -104.943 valid_0's tweedie: 14.788
[69] valid_0's poisson: -105.036 valid_0's tweedie: 14.7746
[70] valid_0's poisson: -105.12 valid_0's tweedie: 14.7621
[71] valid_0's poisson: -105.206 valid_0's tweedie: 14.7495
[72] valid_0's poisson: -105.295 valid_0's tweedie: 14.7367
[73] valid_0's poisson: -105.376 valid_0's tweedie: 14.7249
[74] valid_0's poisson: -105.456 valid_0's tweedie: 14.713
[75] valid_0's poisson: -105.53 valid_0's tweedie: 14.702
[76] valid_0's poisson: -105.608 valid_0's tweedie: 14.6908
[77] valid_0's poisson: -105.685 valid_0's tweedie: 14.6798
[78] valid_0's poisson: -105.757 valid_0's tweedie: 14.6693
[79] valid_0's poisson: -105.83 valid_0's tweedie: 14.6588
[80] valid_0's poisson: -105.895 valid_0's tweedie: 14.6491
[81] valid_0's poisson: -105.965 valid_0's tweedie: 14.6392
[82] valid_0's poisson: -106.031 valid_0's tweedie: 14.6297
[83] valid_0's poisson: -106.097 valid_0's tweedie: 14.6201
[84] valid_0's poisson: -106.158 valid_0's tweedie: 14.6112
[85] valid_0's poisson: -106.22 valid_0's tweedie: 14.6021
[86] valid_0's poisson: -106.278 valid_0's tweedie: 14.5937
[87] valid_0's poisson: -106.338 valid_0's tweedie: 14.5852
[88] valid_0's poisson: -106.393 valid_0's tweedie: 14.5772
[89] valid_0's poisson: -106.45 valid_0's tweedie: 14.5691
[90] valid_0's poisson: -106.503 valid_0's tweedie: 14.5615
[91] valid_0's poisson: -106.556 valid_0's tweedie: 14.5538
[92] valid_0's poisson: -106.609 valid_0's tweedie: 14.5462
[93] valid_0's poisson: -106.66 valid_0's tweedie: 14.5389
[94] valid_0's poisson: -106.709 valid_0's tweedie: 14.5319
[95] valid_0's poisson: -106.756 valid_0's tweedie: 14.5251
[96] valid_0's poisson: -106.803 valid_0's tweedie: 14.5185
[97] valid_0's poisson: -106.849 valid_0's tweedie: 14.5118
[98] valid_0's poisson: -106.895 valid_0's tweedie: 14.5053
[99] valid_0's poisson: -106.939 valid_0's tweedie: 14.4991
[100] valid_0's poisson: -106.982 valid_0's tweedie: 14.4931
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.7719 valid_0's tweedie: 17.0843
[2] valid_0's poisson: -88.3476 valid_0's tweedie: 17.0162
[3] valid_0's poisson: -88.9054 valid_0's tweedie: 16.9497
[4] valid_0's poisson: -89.4473 valid_0's tweedie: 16.8846
[5] valid_0's poisson: -89.9706 valid_0's tweedie: 16.8212
[6] valid_0's poisson: -90.4791 valid_0's tweedie: 16.7592
[7] valid_0's poisson: -90.9716 valid_0's tweedie: 16.6986
[8] valid_0's poisson: -91.449 valid_0's tweedie: 16.6394
[9] valid_0's poisson: -91.9117 valid_0's tweedie: 16.5816
[10] valid_0's poisson: -92.36 valid_0's tweedie: 16.5252
[11] valid_0's poisson: -92.7981 valid_0's tweedie: 16.4698
[12] valid_0's poisson: -93.2198 valid_0's tweedie: 16.416
[13] valid_0's poisson: -93.6317 valid_0's tweedie: 16.3631
[14] valid_0's poisson: -94.0284 valid_0's tweedie: 16.3119
[15] valid_0's poisson: -94.4154 valid_0's tweedie: 16.2616
[16] valid_0's poisson: -94.7913 valid_0's tweedie: 16.2124
[17] valid_0's poisson: -95.1563 valid_0's tweedie: 16.1644
[18] valid_0's poisson: -95.5123 valid_0's tweedie: 16.1173
[19] valid_0's poisson: -95.8552 valid_0's tweedie: 16.0717
[20] valid_0's poisson: -96.1903 valid_0's tweedie: 16.0269
[21] valid_0's poisson: -96.5167 valid_0's tweedie: 15.9831
[22] valid_0's poisson: -96.8318 valid_0's tweedie: 15.9405
[23] valid_0's poisson: -97.1335 valid_0's tweedie: 15.8995
[24] valid_0's poisson: -97.4307 valid_0's tweedie: 15.859
[25] valid_0's poisson: -97.718 valid_0's tweedie: 15.8196
[26] valid_0's poisson: -97.9993 valid_0's tweedie: 15.7809
[27] valid_0's poisson: -98.2721 valid_0's tweedie: 15.7433
[28] valid_0's poisson: -98.5344 valid_0's tweedie: 15.7069
[29] valid_0's poisson: -98.7923 valid_0's tweedie: 15.671
[30] valid_0's poisson: -99.0424 valid_0's tweedie: 15.6362
[31] valid_0's poisson: -99.2865 valid_0's tweedie: 15.6021
[32] valid_0's poisson: -99.5233 valid_0's tweedie: 15.5689
[33] valid_0's poisson: -99.7492 valid_0's tweedie: 15.5369
[34] valid_0's poisson: -99.9721 valid_0's tweedie: 15.5054
[35] valid_0's poisson: -100.19 valid_0's tweedie: 15.4747
[36] valid_0's poisson: -100.4 valid_0's tweedie: 15.4448
[37] valid_0's poisson: -100.607 valid_0's tweedie: 15.4154
[38] valid_0's poisson: -100.806 valid_0's tweedie: 15.3871
[39] valid_0's poisson: -101.001 valid_0's tweedie: 15.3591
[40] valid_0's poisson: -101.19 valid_0's tweedie: 15.3321
[41] valid_0's poisson: -101.376 valid_0's tweedie: 15.3055
[42] valid_0's poisson: -101.553 valid_0's tweedie: 15.2799
[43] valid_0's poisson: -101.729 valid_0's tweedie: 15.2546
[44] valid_0's poisson: -101.899 valid_0's tweedie: 15.23
[45] valid_0's poisson: -102.066 valid_0's tweedie: 15.2061
[46] valid_0's poisson: -102.228 valid_0's tweedie: 15.1828
[47] valid_0's poisson: -102.385 valid_0's tweedie: 15.1602
[48] valid_0's poisson: -102.539 valid_0's tweedie: 15.138
[49] valid_0's poisson: -102.688 valid_0's tweedie: 15.1164
[50] valid_0's poisson: -102.833 valid_0's tweedie: 15.0952
[51] valid_0's poisson: -102.975 valid_0's tweedie: 15.0746
[52] valid_0's poisson: -103.114 valid_0's tweedie: 15.0544
[53] valid_0's poisson: -103.252 valid_0's tweedie: 15.0345
[54] valid_0's poisson: -103.385 valid_0's tweedie: 15.0152
[55] valid_0's poisson: -103.512 valid_0's tweedie: 14.9968
[56] valid_0's poisson: -103.64 valid_0's tweedie: 14.978
[57] valid_0's poisson: -103.759 valid_0's tweedie: 14.9606
[58] valid_0's poisson: -103.881 valid_0's tweedie: 14.9428
[59] valid_0's poisson: -104.001 valid_0's tweedie: 14.9253
[60] valid_0's poisson: -104.118 valid_0's tweedie: 14.9081
[61] valid_0's poisson: -104.225 valid_0's tweedie: 14.8925
[62] valid_0's poisson: -104.337 valid_0's tweedie: 14.8763
[63] valid_0's poisson: -104.441 valid_0's tweedie: 14.8611
[64] valid_0's poisson: -104.548 valid_0's tweedie: 14.8456
[65] valid_0's poisson: -104.651 valid_0's tweedie: 14.8307
[66] valid_0's poisson: -104.745 valid_0's tweedie: 14.8168
[67] valid_0's poisson: -104.842 valid_0's tweedie: 14.8027
[68] valid_0's poisson: -104.937 valid_0's tweedie: 14.7889
[69] valid_0's poisson: -105.029 valid_0's tweedie: 14.7755
[70] valid_0's poisson: -105.114 valid_0's tweedie: 14.7631
[71] valid_0's poisson: -105.201 valid_0's tweedie: 14.7504
[72] valid_0's poisson: -105.286 valid_0's tweedie: 14.738
[73] valid_0's poisson: -105.368 valid_0's tweedie: 14.726
[74] valid_0's poisson: -105.445 valid_0's tweedie: 14.7148
[75] valid_0's poisson: -105.522 valid_0's tweedie: 14.7035
[76] valid_0's poisson: -105.599 valid_0's tweedie: 14.6925
[77] valid_0's poisson: -105.674 valid_0's tweedie: 14.6816
[78] valid_0's poisson: -105.744 valid_0's tweedie: 14.6714
[79] valid_0's poisson: -105.815 valid_0's tweedie: 14.6612
[80] valid_0's poisson: -105.884 valid_0's tweedie: 14.6512
[81] valid_0's poisson: -105.951 valid_0's tweedie: 14.6414
[82] valid_0's poisson: -106.015 valid_0's tweedie: 14.6322
[83] valid_0's poisson: -106.081 valid_0's tweedie: 14.6226
[84] valid_0's poisson: -106.145 valid_0's tweedie: 14.6133
[85] valid_0's poisson: -106.205 valid_0's tweedie: 14.6045
[86] valid_0's poisson: -106.262 valid_0's tweedie: 14.5962
[87] valid_0's poisson: -106.321 valid_0's tweedie: 14.5877
[88] valid_0's poisson: -106.378 valid_0's tweedie: 14.5794
[89] valid_0's poisson: -106.432 valid_0's tweedie: 14.5717
[90] valid_0's poisson: -106.488 valid_0's tweedie: 14.5637
[91] valid_0's poisson: -106.54 valid_0's tweedie: 14.5562
[92] valid_0's poisson: -106.592 valid_0's tweedie: 14.5487
[93] valid_0's poisson: -106.644 valid_0's tweedie: 14.5412
[94] valid_0's poisson: -106.692 valid_0's tweedie: 14.5344
[95] valid_0's poisson: -106.74 valid_0's tweedie: 14.5276
[96] valid_0's poisson: -106.786 valid_0's tweedie: 14.5209
[97] valid_0's poisson: -106.835 valid_0's tweedie: 14.514
[98] valid_0's poisson: -106.881 valid_0's tweedie: 14.5076
[99] valid_0's poisson: -106.927 valid_0's tweedie: 14.501
[100] valid_0's poisson: -106.968 valid_0's tweedie: 14.4952
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.7612 valid_0's tweedie: 17.0858
[2] valid_0's poisson: -88.3383 valid_0's tweedie: 17.0179
[3] valid_0's poisson: -88.8998 valid_0's tweedie: 16.9513
[4] valid_0's poisson: -89.4425 valid_0's tweedie: 16.8863
[5] valid_0's poisson: -89.969 valid_0's tweedie: 16.8228
[6] valid_0's poisson: -90.4806 valid_0's tweedie: 16.7606
[7] valid_0's poisson: -90.9735 valid_0's tweedie: 16.7002
[8] valid_0's poisson: -91.4527 valid_0's tweedie: 16.641
[9] valid_0's poisson: -91.9208 valid_0's tweedie: 16.5829
[10] valid_0's poisson: -92.3696 valid_0's tweedie: 16.5266
[11] valid_0's poisson: -92.8113 valid_0's tweedie: 16.471
[12] valid_0's poisson: -93.2401 valid_0's tweedie: 16.4165
[13] valid_0's poisson: -93.6537 valid_0's tweedie: 16.3636
[14] valid_0's poisson: -94.0568 valid_0's tweedie: 16.3117
[15] valid_0's poisson: -94.4469 valid_0's tweedie: 16.2612
[16] valid_0's poisson: -94.8224 valid_0's tweedie: 16.2122
[17] valid_0's poisson: -95.1898 valid_0's tweedie: 16.1639
[18] valid_0's poisson: -95.5463 valid_0's tweedie: 16.117
[19] valid_0's poisson: -95.891 valid_0's tweedie: 16.0712
[20] valid_0's poisson: -96.2265 valid_0's tweedie: 16.0263
[21] valid_0's poisson: -96.5522 valid_0's tweedie: 15.9827
[22] valid_0's poisson: -96.8682 valid_0's tweedie: 15.9401
[23] valid_0's poisson: -97.172 valid_0's tweedie: 15.8989
[24] valid_0's poisson: -97.4707 valid_0's tweedie: 15.8583
[25] valid_0's poisson: -97.7575 valid_0's tweedie: 15.8189
[26] valid_0's poisson: -98.0395 valid_0's tweedie: 15.7803
[27] valid_0's poisson: -98.312 valid_0's tweedie: 15.7426
[28] valid_0's poisson: -98.5756 valid_0's tweedie: 15.7061
[29] valid_0's poisson: -98.8336 valid_0's tweedie: 15.6702
[30] valid_0's poisson: -99.0825 valid_0's tweedie: 15.6354
[31] valid_0's poisson: -99.3259 valid_0's tweedie: 15.6014
[32] valid_0's poisson: -99.5616 valid_0's tweedie: 15.5683
[33] valid_0's poisson: -99.7904 valid_0's tweedie: 15.5361
[34] valid_0's poisson: -100.013 valid_0's tweedie: 15.5047
[35] valid_0's poisson: -100.231 valid_0's tweedie: 15.474
[36] valid_0's poisson: -100.441 valid_0's tweedie: 15.4442
[37] valid_0's poisson: -100.647 valid_0's tweedie: 15.415
[38] valid_0's poisson: -100.846 valid_0's tweedie: 15.3867
[39] valid_0's poisson: -101.039 valid_0's tweedie: 15.359
[40] valid_0's poisson: -101.227 valid_0's tweedie: 15.3319
[41] valid_0's poisson: -101.411 valid_0's tweedie: 15.3057
[42] valid_0's poisson: -101.59 valid_0's tweedie: 15.2801
[43] valid_0's poisson: -101.767 valid_0's tweedie: 15.2548
[44] valid_0's poisson: -101.935 valid_0's tweedie: 15.2305
[45] valid_0's poisson: -102.099 valid_0's tweedie: 15.2068
[46] valid_0's poisson: -102.264 valid_0's tweedie: 15.1831
[47] valid_0's poisson: -102.42 valid_0's tweedie: 15.1605
[48] valid_0's poisson: -102.573 valid_0's tweedie: 15.1384
[49] valid_0's poisson: -102.725 valid_0's tweedie: 15.1163
[50] valid_0's poisson: -102.87 valid_0's tweedie: 15.0954
[51] valid_0's poisson: -103.009 valid_0's tweedie: 15.0749
[52] valid_0's poisson: -103.151 valid_0's tweedie: 15.0542
[53] valid_0's poisson: -103.286 valid_0's tweedie: 15.0346
[54] valid_0's poisson: -103.421 valid_0's tweedie: 15.0149
[55] valid_0's poisson: -103.545 valid_0's tweedie: 14.9964
[56] valid_0's poisson: -103.672 valid_0's tweedie: 14.9778
[57] valid_0's poisson: -103.796 valid_0's tweedie: 14.9597
[58] valid_0's poisson: -103.919 valid_0's tweedie: 14.9418
[59] valid_0's poisson: -104.031 valid_0's tweedie: 14.9254
[60] valid_0's poisson: -104.145 valid_0's tweedie: 14.9087
[61] valid_0's poisson: -104.253 valid_0's tweedie: 14.8926
[62] valid_0's poisson: -104.363 valid_0's tweedie: 14.8766
[63] valid_0's poisson: -104.469 valid_0's tweedie: 14.861
[64] valid_0's poisson: -104.568 valid_0's tweedie: 14.8462
[65] valid_0's poisson: -104.669 valid_0's tweedie: 14.8315
[66] valid_0's poisson: -104.767 valid_0's tweedie: 14.8171
[67] valid_0's poisson: -104.861 valid_0's tweedie: 14.8032
[68] valid_0's poisson: -104.952 valid_0's tweedie: 14.79
[69] valid_0's poisson: -105.042 valid_0's tweedie: 14.7767
[70] valid_0's poisson: -105.129 valid_0's tweedie: 14.764
[71] valid_0's poisson: -105.213 valid_0's tweedie: 14.7517
[72] valid_0's poisson: -105.296 valid_0's tweedie: 14.7395
[73] valid_0's poisson: -105.376 valid_0's tweedie: 14.7276
[74] valid_0's poisson: -105.452 valid_0's tweedie: 14.7164
[75] valid_0's poisson: -105.528 valid_0's tweedie: 14.7053
[76] valid_0's poisson: -105.604 valid_0's tweedie: 14.6942
[77] valid_0's poisson: -105.676 valid_0's tweedie: 14.6837
[78] valid_0's poisson: -105.747 valid_0's tweedie: 14.6733
[79] valid_0's poisson: -105.816 valid_0's tweedie: 14.6633
[80] valid_0's poisson: -105.885 valid_0's tweedie: 14.6532
[81] valid_0's poisson: -105.95 valid_0's tweedie: 14.6439
[82] valid_0's poisson: -106.014 valid_0's tweedie: 14.6345
[83] valid_0's poisson: -106.078 valid_0's tweedie: 14.6253
[84] valid_0's poisson: -106.138 valid_0's tweedie: 14.6165
[85] valid_0's poisson: -106.199 valid_0's tweedie: 14.6078
[86] valid_0's poisson: -106.258 valid_0's tweedie: 14.5993
[87] valid_0's poisson: -106.316 valid_0's tweedie: 14.5908
[88] valid_0's poisson: -106.373 valid_0's tweedie: 14.5826
[89] valid_0's poisson: -106.429 valid_0's tweedie: 14.5747
[90] valid_0's poisson: -106.483 valid_0's tweedie: 14.5669
[91] valid_0's poisson: -106.535 valid_0's tweedie: 14.5592
[92] valid_0's poisson: -106.587 valid_0's tweedie: 14.5517
[93] valid_0's poisson: -106.637 valid_0's tweedie: 14.5446
[94] valid_0's poisson: -106.685 valid_0's tweedie: 14.5375
[95] valid_0's poisson: -106.732 valid_0's tweedie: 14.5307
[96] valid_0's poisson: -106.779 valid_0's tweedie: 14.524
[97] valid_0's poisson: -106.823 valid_0's tweedie: 14.5176
[98] valid_0's poisson: -106.868 valid_0's tweedie: 14.5114
[99] valid_0's poisson: -106.91 valid_0's tweedie: 14.5053
[100] valid_0's poisson: -106.955 valid_0's tweedie: 14.499
[CV] END bagging_fraction=0.7, lambda_l1=1, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3003 valid_0's tweedie: 34.7726
[2] valid_0's poisson: -87.4261 valid_0's tweedie: 34.7426
[3] valid_0's poisson: -87.5512 valid_0's tweedie: 34.7128
[4] valid_0's poisson: -87.6754 valid_0's tweedie: 34.6831
[5] valid_0's poisson: -87.7987 valid_0's tweedie: 34.6536
[6] valid_0's poisson: -87.921 valid_0's tweedie: 34.6244
[7] valid_0's poisson: -88.043 valid_0's tweedie: 34.5952
[8] valid_0's poisson: -88.1639 valid_0's tweedie: 34.5663
[9] valid_0's poisson: -88.2843 valid_0's tweedie: 34.5375
[10] valid_0's poisson: -88.4039 valid_0's tweedie: 34.5089
[11] valid_0's poisson: -88.5222 valid_0's tweedie: 34.4806
[12] valid_0's poisson: -88.6403 valid_0's tweedie: 34.4523
[13] valid_0's poisson: -88.7573 valid_0's tweedie: 34.4243
[14] valid_0's poisson: -88.8737 valid_0's tweedie: 34.3964
[15] valid_0's poisson: -88.9896 valid_0's tweedie: 34.3686
[16] valid_0's poisson: -89.1039 valid_0's tweedie: 34.3412
[17] valid_0's poisson: -89.2184 valid_0's tweedie: 34.3138
[18] valid_0's poisson: -89.3312 valid_0's tweedie: 34.2867
[19] valid_0's poisson: -89.4442 valid_0's tweedie: 34.2596
[20] valid_0's poisson: -89.5556 valid_0's tweedie: 34.2328
[21] valid_0's poisson: -89.6671 valid_0's tweedie: 34.2061
[22] valid_0's poisson: -89.778 valid_0's tweedie: 34.1794
[23] valid_0's poisson: -89.8873 valid_0's tweedie: 34.1532
[24] valid_0's poisson: -89.9968 valid_0's tweedie: 34.1269
[25] valid_0's poisson: -90.1048 valid_0's tweedie: 34.1009
[26] valid_0's poisson: -90.2128 valid_0's tweedie: 34.0749
[27] valid_0's poisson: -90.32 valid_0's tweedie: 34.0491
[28] valid_0's poisson: -90.4265 valid_0's tweedie: 34.0235
[29] valid_0's poisson: -90.5326 valid_0's tweedie: 33.998
[30] valid_0's poisson: -90.6373 valid_0's tweedie: 33.9728
[31] valid_0's poisson: -90.7421 valid_0's tweedie: 33.9475
[32] valid_0's poisson: -90.8453 valid_0's tweedie: 33.9226
[33] valid_0's poisson: -90.948 valid_0's tweedie: 33.8979
[34] valid_0's poisson: -91.0488 valid_0's tweedie: 33.8736
[35] valid_0's poisson: -91.1504 valid_0's tweedie: 33.8491
[36] valid_0's poisson: -91.2499 valid_0's tweedie: 33.825
[37] valid_0's poisson: -91.3487 valid_0's tweedie: 33.8011
[38] valid_0's poisson: -91.447 valid_0's tweedie: 33.7774
[39] valid_0's poisson: -91.5447 valid_0's tweedie: 33.7538
[40] valid_0's poisson: -91.6435 valid_0's tweedie: 33.7299
[41] valid_0's poisson: -91.7394 valid_0's tweedie: 33.7067
[42] valid_0's poisson: -91.8354 valid_0's tweedie: 33.6834
[43] valid_0's poisson: -91.9324 valid_0's tweedie: 33.66
[44] valid_0's poisson: -92.027 valid_0's tweedie: 33.6371
[45] valid_0's poisson: -92.1206 valid_0's tweedie: 33.6144
[46] valid_0's poisson: -92.2145 valid_0's tweedie: 33.5916
[47] valid_0's poisson: -92.3092 valid_0's tweedie: 33.5687
[48] valid_0's poisson: -92.4016 valid_0's tweedie: 33.5463
[49] valid_0's poisson: -92.4932 valid_0's tweedie: 33.524
[50] valid_0's poisson: -92.5839 valid_0's tweedie: 33.502
[51] valid_0's poisson: -92.6758 valid_0's tweedie: 33.4797
[52] valid_0's poisson: -92.7658 valid_0's tweedie: 33.4578
[53] valid_0's poisson: -92.8556 valid_0's tweedie: 33.4359
[54] valid_0's poisson: -92.9459 valid_0's tweedie: 33.414
[55] valid_0's poisson: -93.0343 valid_0's tweedie: 33.3925
[56] valid_0's poisson: -93.122 valid_0's tweedie: 33.3711
[57] valid_0's poisson: -93.2106 valid_0's tweedie: 33.3495
[58] valid_0's poisson: -93.2969 valid_0's tweedie: 33.3284
[59] valid_0's poisson: -93.3827 valid_0's tweedie: 33.3075
[60] valid_0's poisson: -93.4696 valid_0's tweedie: 33.2863
[61] valid_0's poisson: -93.5543 valid_0's tweedie: 33.2656
[62] valid_0's poisson: -93.6392 valid_0's tweedie: 33.2448
[63] valid_0's poisson: -93.7246 valid_0's tweedie: 33.224
[64] valid_0's poisson: -93.8076 valid_0's tweedie: 33.2037
[65] valid_0's poisson: -93.8901 valid_0's tweedie: 33.1834
[66] valid_0's poisson: -93.9744 valid_0's tweedie: 33.1629
[67] valid_0's poisson: -94.0558 valid_0's tweedie: 33.1429
[68] valid_0's poisson: -94.139 valid_0's tweedie: 33.1226
[69] valid_0's poisson: -94.2194 valid_0's tweedie: 33.1028
[70] valid_0's poisson: -94.2999 valid_0's tweedie: 33.0831
[71] valid_0's poisson: -94.3819 valid_0's tweedie: 33.0631
[72] valid_0's poisson: -94.4602 valid_0's tweedie: 33.0438
[73] valid_0's poisson: -94.538 valid_0's tweedie: 33.0247
[74] valid_0's poisson: -94.6184 valid_0's tweedie: 33.005
[75] valid_0's poisson: -94.6953 valid_0's tweedie: 32.9861
[76] valid_0's poisson: -94.7747 valid_0's tweedie: 32.9666
[77] valid_0's poisson: -94.851 valid_0's tweedie: 32.9478
[78] valid_0's poisson: -94.9263 valid_0's tweedie: 32.9292
[79] valid_0's poisson: -95.004 valid_0's tweedie: 32.9102
[80] valid_0's poisson: -95.0783 valid_0's tweedie: 32.8918
[81] valid_0's poisson: -95.155 valid_0's tweedie: 32.873
[82] valid_0's poisson: -95.2283 valid_0's tweedie: 32.8549
[83] valid_0's poisson: -95.3024 valid_0's tweedie: 32.8366
[84] valid_0's poisson: -95.3779 valid_0's tweedie: 32.818
[85] valid_0's poisson: -95.4499 valid_0's tweedie: 32.8002
[86] valid_0's poisson: -95.5217 valid_0's tweedie: 32.7825
[87] valid_0's poisson: -95.5958 valid_0's tweedie: 32.7642
[88] valid_0's poisson: -95.6672 valid_0's tweedie: 32.7465
[89] valid_0's poisson: -95.7405 valid_0's tweedie: 32.7284
[90] valid_0's poisson: -95.8104 valid_0's tweedie: 32.7111
[91] valid_0's poisson: -95.8806 valid_0's tweedie: 32.6937
[92] valid_0's poisson: -95.9521 valid_0's tweedie: 32.6761
[93] valid_0's poisson: -96.0212 valid_0's tweedie: 32.6589
[94] valid_0's poisson: -96.0895 valid_0's tweedie: 32.6418
[95] valid_0's poisson: -96.1601 valid_0's tweedie: 32.6244
[96] valid_0's poisson: -96.228 valid_0's tweedie: 32.6075
[97] valid_0's poisson: -96.2974 valid_0's tweedie: 32.5903
[98] valid_0's poisson: -96.364 valid_0's tweedie: 32.5737
[99] valid_0's poisson: -96.4314 valid_0's tweedie: 32.5569
[100] valid_0's poisson: -96.4995 valid_0's tweedie: 32.54
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=4, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3009 valid_0's tweedie: 34.7725
[2] valid_0's poisson: -87.4273 valid_0's tweedie: 34.7423
[3] valid_0's poisson: -87.5524 valid_0's tweedie: 34.7125
[4] valid_0's poisson: -87.6772 valid_0's tweedie: 34.6827
[5] valid_0's poisson: -87.8007 valid_0's tweedie: 34.6532
[6] valid_0's poisson: -87.9236 valid_0's tweedie: 34.6238
[7] valid_0's poisson: -88.0458 valid_0's tweedie: 34.5946
[8] valid_0's poisson: -88.1673 valid_0's tweedie: 34.5655
[9] valid_0's poisson: -88.2879 valid_0's tweedie: 34.5366
[10] valid_0's poisson: -88.4078 valid_0's tweedie: 34.508
[11] valid_0's poisson: -88.527 valid_0's tweedie: 34.4794
[12] valid_0's poisson: -88.6454 valid_0's tweedie: 34.4511
[13] valid_0's poisson: -88.7627 valid_0's tweedie: 34.423
[14] valid_0's poisson: -88.8798 valid_0's tweedie: 34.395
[15] valid_0's poisson: -88.9956 valid_0's tweedie: 34.3672
[16] valid_0's poisson: -89.1112 valid_0's tweedie: 34.3395
[17] valid_0's poisson: -89.2242 valid_0's tweedie: 34.3124
[18] valid_0's poisson: -89.3364 valid_0's tweedie: 34.2855
[19] valid_0's poisson: -89.4478 valid_0's tweedie: 34.2588
[20] valid_0's poisson: -89.5586 valid_0's tweedie: 34.2321
[21] valid_0's poisson: -89.6699 valid_0's tweedie: 34.2054
[22] valid_0's poisson: -89.7792 valid_0's tweedie: 34.1792
[23] valid_0's poisson: -89.8872 valid_0's tweedie: 34.1532
[24] valid_0's poisson: -89.9952 valid_0's tweedie: 34.1272
[25] valid_0's poisson: -90.1037 valid_0's tweedie: 34.1011
[26] valid_0's poisson: -90.2103 valid_0's tweedie: 34.0755
[27] valid_0's poisson: -90.3154 valid_0's tweedie: 34.0502
[28] valid_0's poisson: -90.4219 valid_0's tweedie: 34.0245
[29] valid_0's poisson: -90.5265 valid_0's tweedie: 33.9993
[30] valid_0's poisson: -90.6306 valid_0's tweedie: 33.9742
[31] valid_0's poisson: -90.7336 valid_0's tweedie: 33.9494
[32] valid_0's poisson: -90.8356 valid_0's tweedie: 33.9248
[33] valid_0's poisson: -90.9391 valid_0's tweedie: 33.8998
[34] valid_0's poisson: -91.0402 valid_0's tweedie: 33.8754
[35] valid_0's poisson: -91.141 valid_0's tweedie: 33.8511
[36] valid_0's poisson: -91.2402 valid_0's tweedie: 33.8271
[37] valid_0's poisson: -91.3411 valid_0's tweedie: 33.8027
[38] valid_0's poisson: -91.4399 valid_0's tweedie: 33.7788
[39] valid_0's poisson: -91.5379 valid_0's tweedie: 33.7551
[40] valid_0's poisson: -91.6369 valid_0's tweedie: 33.7311
[41] valid_0's poisson: -91.7339 valid_0's tweedie: 33.7077
[42] valid_0's poisson: -91.83 valid_0's tweedie: 33.6844
[43] valid_0's poisson: -91.9251 valid_0's tweedie: 33.6614
[44] valid_0's poisson: -92.0215 valid_0's tweedie: 33.638
[45] valid_0's poisson: -92.116 valid_0's tweedie: 33.6151
[46] valid_0's poisson: -92.2097 valid_0's tweedie: 33.5924
[47] valid_0's poisson: -92.3045 valid_0's tweedie: 33.5694
[48] valid_0's poisson: -92.3972 valid_0's tweedie: 33.5468
[49] valid_0's poisson: -92.4885 valid_0's tweedie: 33.5247
[50] valid_0's poisson: -92.5816 valid_0's tweedie: 33.502
[51] valid_0's poisson: -92.6724 valid_0's tweedie: 33.48
[52] valid_0's poisson: -92.7628 valid_0's tweedie: 33.458
[53] valid_0's poisson: -92.8523 valid_0's tweedie: 33.4362
[54] valid_0's poisson: -92.9432 valid_0's tweedie: 33.4141
[55] valid_0's poisson: -93.0317 valid_0's tweedie: 33.3925
[56] valid_0's poisson: -93.119 valid_0's tweedie: 33.3713
[57] valid_0's poisson: -93.2081 valid_0's tweedie: 33.3496
[58] valid_0's poisson: -93.2951 valid_0's tweedie: 33.3284
[59] valid_0's poisson: -93.3813 valid_0's tweedie: 33.3073
[60] valid_0's poisson: -93.4687 valid_0's tweedie: 33.286
[61] valid_0's poisson: -93.554 valid_0's tweedie: 33.2652
[62] valid_0's poisson: -93.6379 valid_0's tweedie: 33.2447
[63] valid_0's poisson: -93.7236 valid_0's tweedie: 33.2238
[64] valid_0's poisson: -93.8073 valid_0's tweedie: 33.2033
[65] valid_0's poisson: -93.8902 valid_0's tweedie: 33.183
[66] valid_0's poisson: -93.9742 valid_0's tweedie: 33.1625
[67] valid_0's poisson: -94.0563 valid_0's tweedie: 33.1424
[68] valid_0's poisson: -94.1377 valid_0's tweedie: 33.1225
[69] valid_0's poisson: -94.2179 valid_0's tweedie: 33.1028
[70] valid_0's poisson: -94.3 valid_0's tweedie: 33.0827
[71] valid_0's poisson: -94.3798 valid_0's tweedie: 33.0631
[72] valid_0's poisson: -94.4593 valid_0's tweedie: 33.0436
[73] valid_0's poisson: -94.5397 valid_0's tweedie: 33.0239
[74] valid_0's poisson: -94.6179 valid_0's tweedie: 33.0047
[75] valid_0's poisson: -94.6957 valid_0's tweedie: 32.9856
[76] valid_0's poisson: -94.7747 valid_0's tweedie: 32.9662
[77] valid_0's poisson: -94.8514 valid_0's tweedie: 32.9473
[78] valid_0's poisson: -94.927 valid_0's tweedie: 32.9287
[79] valid_0's poisson: -95.0046 valid_0's tweedie: 32.9096
[80] valid_0's poisson: -95.0798 valid_0's tweedie: 32.8911
[81] valid_0's poisson: -95.1551 valid_0's tweedie: 32.8725
[82] valid_0's poisson: -95.2313 valid_0's tweedie: 32.8537
[83] valid_0's poisson: -95.305 valid_0's tweedie: 32.8355
[84] valid_0's poisson: -95.3777 valid_0's tweedie: 32.8176
[85] valid_0's poisson: -95.4524 valid_0's tweedie: 32.7991
[86] valid_0's poisson: -95.5249 valid_0's tweedie: 32.7812
[87] valid_0's poisson: -95.5967 valid_0's tweedie: 32.7635
[88] valid_0's poisson: -95.6701 valid_0's tweedie: 32.7454
[89] valid_0's poisson: -95.7408 valid_0's tweedie: 32.7278
[90] valid_0's poisson: -95.8142 valid_0's tweedie: 32.7098
[91] valid_0's poisson: -95.8844 valid_0's tweedie: 32.6923
[92] valid_0's poisson: -95.954 valid_0's tweedie: 32.675
[93] valid_0's poisson: -96.0251 valid_0's tweedie: 32.6575
[94] valid_0's poisson: -96.0947 valid_0's tweedie: 32.6402
[95] valid_0's poisson: -96.1633 valid_0's tweedie: 32.6232
[96] valid_0's poisson: -96.2331 valid_0's tweedie: 32.6059
[97] valid_0's poisson: -96.3013 valid_0's tweedie: 32.5891
[98] valid_0's poisson: -96.3699 valid_0's tweedie: 32.572
[99] valid_0's poisson: -96.4373 valid_0's tweedie: 32.5553
[100] valid_0's poisson: -96.5048 valid_0's tweedie: 32.5385
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=4, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2961 valid_0's tweedie: 34.7737
[2] valid_0's poisson: -87.4218 valid_0's tweedie: 34.7437
[3] valid_0's poisson: -87.5467 valid_0's tweedie: 34.7139
[4] valid_0's poisson: -87.671 valid_0's tweedie: 34.6843
[5] valid_0's poisson: -87.7944 valid_0's tweedie: 34.6548
[6] valid_0's poisson: -87.9172 valid_0's tweedie: 34.6255
[7] valid_0's poisson: -88.0392 valid_0's tweedie: 34.5964
[8] valid_0's poisson: -88.1604 valid_0's tweedie: 34.5674
[9] valid_0's poisson: -88.2808 valid_0's tweedie: 34.5387
[10] valid_0's poisson: -88.4005 valid_0's tweedie: 34.51
[11] valid_0's poisson: -88.5196 valid_0's tweedie: 34.4816
[12] valid_0's poisson: -88.6382 valid_0's tweedie: 34.4532
[13] valid_0's poisson: -88.7559 valid_0's tweedie: 34.4251
[14] valid_0's poisson: -88.8726 valid_0's tweedie: 34.3971
[15] valid_0's poisson: -88.9889 valid_0's tweedie: 34.3693
[16] valid_0's poisson: -89.1043 valid_0's tweedie: 34.3417
[17] valid_0's poisson: -89.2189 valid_0's tweedie: 34.3143
[18] valid_0's poisson: -89.3328 valid_0's tweedie: 34.287
[19] valid_0's poisson: -89.446 valid_0's tweedie: 34.2598
[20] valid_0's poisson: -89.5582 valid_0's tweedie: 34.233
[21] valid_0's poisson: -89.6703 valid_0's tweedie: 34.2061
[22] valid_0's poisson: -89.781 valid_0's tweedie: 34.1795
[23] valid_0's poisson: -89.8915 valid_0's tweedie: 34.153
[24] valid_0's poisson: -90.001 valid_0's tweedie: 34.1267
[25] valid_0's poisson: -90.1101 valid_0's tweedie: 34.1006
[26] valid_0's poisson: -90.2182 valid_0's tweedie: 34.0746
[27] valid_0's poisson: -90.3256 valid_0's tweedie: 34.0488
[28] valid_0's poisson: -90.4321 valid_0's tweedie: 34.0232
[29] valid_0's poisson: -90.5359 valid_0's tweedie: 33.9982
[30] valid_0's poisson: -90.639 valid_0's tweedie: 33.9734
[31] valid_0's poisson: -90.7439 valid_0's tweedie: 33.9482
[32] valid_0's poisson: -90.8457 valid_0's tweedie: 33.9236
[33] valid_0's poisson: -90.9495 valid_0's tweedie: 33.8987
[34] valid_0's poisson: -91.0501 valid_0's tweedie: 33.8744
[35] valid_0's poisson: -91.1499 valid_0's tweedie: 33.8503
[36] valid_0's poisson: -91.2515 valid_0's tweedie: 33.8259
[37] valid_0's poisson: -91.3501 valid_0's tweedie: 33.8021
[38] valid_0's poisson: -91.4479 valid_0's tweedie: 33.7784
[39] valid_0's poisson: -91.5479 valid_0's tweedie: 33.7543
[40] valid_0's poisson: -91.6444 valid_0's tweedie: 33.731
[41] valid_0's poisson: -91.7405 valid_0's tweedie: 33.7078
[42] valid_0's poisson: -91.8387 valid_0's tweedie: 33.6841
[43] valid_0's poisson: -91.9334 valid_0's tweedie: 33.6611
[44] valid_0's poisson: -92.0287 valid_0's tweedie: 33.6381
[45] valid_0's poisson: -92.125 valid_0's tweedie: 33.6148
[46] valid_0's poisson: -92.218 valid_0's tweedie: 33.5923
[47] valid_0's poisson: -92.3118 valid_0's tweedie: 33.5696
[48] valid_0's poisson: -92.4062 valid_0's tweedie: 33.5467
[49] valid_0's poisson: -92.4974 valid_0's tweedie: 33.5246
[50] valid_0's poisson: -92.588 valid_0's tweedie: 33.5026
[51] valid_0's poisson: -92.6807 valid_0's tweedie: 33.4802
[52] valid_0's poisson: -92.7702 valid_0's tweedie: 33.4584
[53] valid_0's poisson: -92.8604 valid_0's tweedie: 33.4365
[54] valid_0's poisson: -92.9515 valid_0's tweedie: 33.4144
[55] valid_0's poisson: -93.0393 valid_0's tweedie: 33.3931
[56] valid_0's poisson: -93.1264 valid_0's tweedie: 33.3719
[57] valid_0's poisson: -93.2161 valid_0's tweedie: 33.3501
[58] valid_0's poisson: -93.3022 valid_0's tweedie: 33.3291
[59] valid_0's poisson: -93.3892 valid_0's tweedie: 33.308
[60] valid_0's poisson: -93.4768 valid_0's tweedie: 33.2867
[61] valid_0's poisson: -93.5613 valid_0's tweedie: 33.2661
[62] valid_0's poisson: -93.6464 valid_0's tweedie: 33.2453
[63] valid_0's poisson: -93.7323 valid_0's tweedie: 33.2244
[64] valid_0's poisson: -93.8151 valid_0's tweedie: 33.2042
[65] valid_0's poisson: -93.8978 valid_0's tweedie: 33.1839
[66] valid_0's poisson: -93.982 valid_0's tweedie: 33.1634
[67] valid_0's poisson: -94.0629 valid_0's tweedie: 33.1436
[68] valid_0's poisson: -94.1468 valid_0's tweedie: 33.1231
[69] valid_0's poisson: -94.2269 valid_0's tweedie: 33.1035
[70] valid_0's poisson: -94.3081 valid_0's tweedie: 33.0836
[71] valid_0's poisson: -94.3897 valid_0's tweedie: 33.0637
[72] valid_0's poisson: -94.4686 valid_0's tweedie: 33.0443
[73] valid_0's poisson: -94.5481 valid_0's tweedie: 33.0249
[74] valid_0's poisson: -94.6282 valid_0's tweedie: 33.0053
[75] valid_0's poisson: -94.7051 valid_0's tweedie: 32.9864
[76] valid_0's poisson: -94.7839 valid_0's tweedie: 32.9671
[77] valid_0's poisson: -94.8624 valid_0's tweedie: 32.9478
[78] valid_0's poisson: -94.9384 valid_0's tweedie: 32.9291
[79] valid_0's poisson: -95.0149 valid_0's tweedie: 32.9103
[80] valid_0's poisson: -95.0922 valid_0's tweedie: 32.8914
[81] valid_0's poisson: -95.1661 valid_0's tweedie: 32.8732
[82] valid_0's poisson: -95.2429 valid_0's tweedie: 32.8543
[83] valid_0's poisson: -95.3162 valid_0's tweedie: 32.8362
[84] valid_0's poisson: -95.389 valid_0's tweedie: 32.8183
[85] valid_0's poisson: -95.4643 valid_0's tweedie: 32.7998
[86] valid_0's poisson: -95.5361 valid_0's tweedie: 32.782
[87] valid_0's poisson: -95.6102 valid_0's tweedie: 32.7638
[88] valid_0's poisson: -95.6835 valid_0's tweedie: 32.7457
[89] valid_0's poisson: -95.7541 valid_0's tweedie: 32.7283
[90] valid_0's poisson: -95.826 valid_0's tweedie: 32.7105
[91] valid_0's poisson: -95.8983 valid_0's tweedie: 32.6927
[92] valid_0's poisson: -95.9675 valid_0's tweedie: 32.6756
[93] valid_0's poisson: -96.0381 valid_0's tweedie: 32.6582
[94] valid_0's poisson: -96.1093 valid_0's tweedie: 32.6406
[95] valid_0's poisson: -96.1797 valid_0's tweedie: 32.6232
[96] valid_0's poisson: -96.2477 valid_0's tweedie: 32.6063
[97] valid_0's poisson: -96.3176 valid_0's tweedie: 32.589
[98] valid_0's poisson: -96.3848 valid_0's tweedie: 32.5723
[99] valid_0's poisson: -96.4533 valid_0's tweedie: 32.5553
[100] valid_0's poisson: -96.5217 valid_0's tweedie: 32.5384
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=4, tweedie_variance_power=1.4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3031 valid_0's tweedie: 34.772
[2] valid_0's poisson: -87.4293 valid_0's tweedie: 34.7418
[3] valid_0's poisson: -87.5548 valid_0's tweedie: 34.7119
[4] valid_0's poisson: -87.6794 valid_0's tweedie: 34.6821
[5] valid_0's poisson: -87.8032 valid_0's tweedie: 34.6525
[6] valid_0's poisson: -87.9263 valid_0's tweedie: 34.623
[7] valid_0's poisson: -88.0486 valid_0's tweedie: 34.5938
[8] valid_0's poisson: -88.17 valid_0's tweedie: 34.5647
[9] valid_0's poisson: -88.2907 valid_0's tweedie: 34.5358
[10] valid_0's poisson: -88.4107 valid_0's tweedie: 34.5071
[11] valid_0's poisson: -88.5298 valid_0's tweedie: 34.4786
[12] valid_0's poisson: -88.6482 valid_0's tweedie: 34.4502
[13] valid_0's poisson: -88.7665 valid_0's tweedie: 34.4219
[14] valid_0's poisson: -88.8838 valid_0's tweedie: 34.3938
[15] valid_0's poisson: -89.0005 valid_0's tweedie: 34.3658
[16] valid_0's poisson: -89.1165 valid_0's tweedie: 34.338
[17] valid_0's poisson: -89.2313 valid_0's tweedie: 34.3105
[18] valid_0's poisson: -89.3458 valid_0's tweedie: 34.283
[19] valid_0's poisson: -89.4592 valid_0's tweedie: 34.2558
[20] valid_0's poisson: -89.5723 valid_0's tweedie: 34.2286
[21] valid_0's poisson: -89.6846 valid_0's tweedie: 34.2016
[22] valid_0's poisson: -89.7958 valid_0's tweedie: 34.1749
[23] valid_0's poisson: -89.9065 valid_0's tweedie: 34.1483
[24] valid_0's poisson: -90.0163 valid_0's tweedie: 34.122
[25] valid_0's poisson: -90.1258 valid_0's tweedie: 34.0956
[26] valid_0's poisson: -90.2346 valid_0's tweedie: 34.0695
[27] valid_0's poisson: -90.3425 valid_0's tweedie: 34.0435
[28] valid_0's poisson: -90.4499 valid_0's tweedie: 34.0176
[29] valid_0's poisson: -90.5563 valid_0's tweedie: 33.992
[30] valid_0's poisson: -90.6624 valid_0's tweedie: 33.9665
[31] valid_0's poisson: -90.7672 valid_0's tweedie: 33.9412
[32] valid_0's poisson: -90.872 valid_0's tweedie: 33.916
[33] valid_0's poisson: -90.9757 valid_0's tweedie: 33.891
[34] valid_0's poisson: -91.0791 valid_0's tweedie: 33.8661
[35] valid_0's poisson: -91.1816 valid_0's tweedie: 33.8413
[36] valid_0's poisson: -91.2837 valid_0's tweedie: 33.8167
[37] valid_0's poisson: -91.3851 valid_0's tweedie: 33.7922
[38] valid_0's poisson: -91.4856 valid_0's tweedie: 33.7679
[39] valid_0's poisson: -91.5855 valid_0's tweedie: 33.7438
[40] valid_0's poisson: -91.6831 valid_0's tweedie: 33.7202
[41] valid_0's poisson: -91.782 valid_0's tweedie: 33.6963
[42] valid_0's poisson: -91.8784 valid_0's tweedie: 33.6729
[43] valid_0's poisson: -91.9746 valid_0's tweedie: 33.6496
[44] valid_0's poisson: -92.0715 valid_0's tweedie: 33.6262
[45] valid_0's poisson: -92.1661 valid_0's tweedie: 33.6033
[46] valid_0's poisson: -92.2607 valid_0's tweedie: 33.5803
[47] valid_0's poisson: -92.354 valid_0's tweedie: 33.5577
[48] valid_0's poisson: -92.4486 valid_0's tweedie: 33.5347
[49] valid_0's poisson: -92.5407 valid_0's tweedie: 33.5124
[50] valid_0's poisson: -92.6328 valid_0's tweedie: 33.49
[51] valid_0's poisson: -92.7256 valid_0's tweedie: 33.4675
[52] valid_0's poisson: -92.8159 valid_0's tweedie: 33.4455
[53] valid_0's poisson: -92.9067 valid_0's tweedie: 33.4234
[54] valid_0's poisson: -92.9959 valid_0's tweedie: 33.4017
[55] valid_0's poisson: -93.0862 valid_0's tweedie: 33.3798
[56] valid_0's poisson: -93.1743 valid_0's tweedie: 33.3583
[57] valid_0's poisson: -93.2624 valid_0's tweedie: 33.3368
[58] valid_0's poisson: -93.3509 valid_0's tweedie: 33.3153
[59] valid_0's poisson: -93.4373 valid_0's tweedie: 33.2942
[60] valid_0's poisson: -93.5242 valid_0's tweedie: 33.273
[61] valid_0's poisson: -93.6113 valid_0's tweedie: 33.2518
[62] valid_0's poisson: -93.696 valid_0's tweedie: 33.2311
[63] valid_0's poisson: -93.7799 valid_0's tweedie: 33.2105
[64] valid_0's poisson: -93.8656 valid_0's tweedie: 33.1897
[65] valid_0's poisson: -93.9484 valid_0's tweedie: 33.1694
[66] valid_0's poisson: -94.031 valid_0's tweedie: 33.1491
[67] valid_0's poisson: -94.1151 valid_0's tweedie: 33.1286
[68] valid_0's poisson: -94.1963 valid_0's tweedie: 33.1087
[69] valid_0's poisson: -94.2779 valid_0's tweedie: 33.0887
[70] valid_0's poisson: -94.3602 valid_0's tweedie: 33.0685
[71] valid_0's poisson: -94.4399 valid_0's tweedie: 33.049
[72] valid_0's poisson: -94.5205 valid_0's tweedie: 33.0292
[73] valid_0's poisson: -94.6022 valid_0's tweedie: 33.0092
[74] valid_0's poisson: -94.6804 valid_0's tweedie: 32.99
[75] valid_0's poisson: -94.7598 valid_0's tweedie: 32.9705
[76] valid_0's poisson: -94.839 valid_0's tweedie: 32.9511
[77] valid_0's poisson: -94.9157 valid_0's tweedie: 32.9322
[78] valid_0's poisson: -94.9921 valid_0's tweedie: 32.9134
[79] valid_0's poisson: -95.0708 valid_0's tweedie: 32.8941
[80] valid_0's poisson: -95.1459 valid_0's tweedie: 32.8755
[81] valid_0's poisson: -95.2225 valid_0's tweedie: 32.8567
[82] valid_0's poisson: -95.299 valid_0's tweedie: 32.8379
[83] valid_0's poisson: -95.3745 valid_0's tweedie: 32.8193
[84] valid_0's poisson: -95.4478 valid_0's tweedie: 32.8011
[85] valid_0's poisson: -95.5237 valid_0's tweedie: 32.7825
[86] valid_0's poisson: -95.5963 valid_0's tweedie: 32.7645
[87] valid_0's poisson: -95.6699 valid_0's tweedie: 32.7463
[88] valid_0's poisson: -95.7442 valid_0's tweedie: 32.7281
[89] valid_0's poisson: -95.8154 valid_0's tweedie: 32.7104
[90] valid_0's poisson: -95.8877 valid_0's tweedie: 32.6925
[91] valid_0's poisson: -95.9601 valid_0's tweedie: 32.6746
[92] valid_0's poisson: -96.0295 valid_0's tweedie: 32.6574
[93] valid_0's poisson: -96.1004 valid_0's tweedie: 32.6398
[94] valid_0's poisson: -96.1721 valid_0's tweedie: 32.6222
[95] valid_0's poisson: -96.2402 valid_0's tweedie: 32.6052
[96] valid_0's poisson: -96.3085 valid_0's tweedie: 32.5882
[97] valid_0's poisson: -96.3788 valid_0's tweedie: 32.5709
[98] valid_0's poisson: -96.4455 valid_0's tweedie: 32.5542
[99] valid_0's poisson: -96.515 valid_0's tweedie: 32.537
[100] valid_0's poisson: -96.5809 valid_0's tweedie: 32.5206
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=4, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.2904 valid_0's tweedie: 34.7751
[2] valid_0's poisson: -87.4164 valid_0's tweedie: 34.7451
[3] valid_0's poisson: -87.5416 valid_0's tweedie: 34.7152
[4] valid_0's poisson: -87.666 valid_0's tweedie: 34.6856
[5] valid_0's poisson: -87.7897 valid_0's tweedie: 34.6561
[6] valid_0's poisson: -87.9125 valid_0's tweedie: 34.6268
[7] valid_0's poisson: -88.0345 valid_0's tweedie: 34.5977
[8] valid_0's poisson: -88.1558 valid_0's tweedie: 34.5688
[9] valid_0's poisson: -88.2763 valid_0's tweedie: 34.54
[10] valid_0's poisson: -88.396 valid_0's tweedie: 34.5115
[11] valid_0's poisson: -88.5149 valid_0's tweedie: 34.4831
[12] valid_0's poisson: -88.6331 valid_0's tweedie: 34.4548
[13] valid_0's poisson: -88.7505 valid_0's tweedie: 34.4268
[14] valid_0's poisson: -88.8672 valid_0's tweedie: 34.3989
[15] valid_0's poisson: -88.9831 valid_0's tweedie: 34.3712
[16] valid_0's poisson: -89.0981 valid_0's tweedie: 34.3437
[17] valid_0's poisson: -89.2125 valid_0's tweedie: 34.3163
[18] valid_0's poisson: -89.3258 valid_0's tweedie: 34.2892
[19] valid_0's poisson: -89.4386 valid_0's tweedie: 34.2622
[20] valid_0's poisson: -89.5507 valid_0's tweedie: 34.2353
[21] valid_0's poisson: -89.662 valid_0's tweedie: 34.2086
[22] valid_0's poisson: -89.7727 valid_0's tweedie: 34.1821
[23] valid_0's poisson: -89.8826 valid_0's tweedie: 34.1558
[24] valid_0's poisson: -89.9918 valid_0's tweedie: 34.1296
[25] valid_0's poisson: -90.1003 valid_0's tweedie: 34.1035
[26] valid_0's poisson: -90.208 valid_0's tweedie: 34.0777
[27] valid_0's poisson: -90.3153 valid_0's tweedie: 34.0519
[28] valid_0's poisson: -90.4216 valid_0's tweedie: 34.0264
[29] valid_0's poisson: -90.5276 valid_0's tweedie: 34.001
[30] valid_0's poisson: -90.6325 valid_0's tweedie: 33.9758
[31] valid_0's poisson: -90.7369 valid_0's tweedie: 33.9507
[32] valid_0's poisson: -90.8407 valid_0's tweedie: 33.9257
[33] valid_0's poisson: -90.9437 valid_0's tweedie: 33.9009
[34] valid_0's poisson: -91.0462 valid_0's tweedie: 33.8763
[35] valid_0's poisson: -91.1482 valid_0's tweedie: 33.8517
[36] valid_0's poisson: -91.2495 valid_0's tweedie: 33.8273
[37] valid_0's poisson: -91.35 valid_0's tweedie: 33.8031
[38] valid_0's poisson: -91.4498 valid_0's tweedie: 33.7791
[39] valid_0's poisson: -91.5494 valid_0's tweedie: 33.7551
[40] valid_0's poisson: -91.6482 valid_0's tweedie: 33.7313
[41] valid_0's poisson: -91.7465 valid_0's tweedie: 33.7075
[42] valid_0's poisson: -91.844 valid_0's tweedie: 33.684
[43] valid_0's poisson: -91.941 valid_0's tweedie: 33.6606
[44] valid_0's poisson: -92.0373 valid_0's tweedie: 33.6374
[45] valid_0's poisson: -92.1329 valid_0's tweedie: 33.6143
[46] valid_0's poisson: -92.2282 valid_0's tweedie: 33.5913
[47] valid_0's poisson: -92.3231 valid_0's tweedie: 33.5683
[48] valid_0's poisson: -92.4173 valid_0's tweedie: 33.5456
[49] valid_0's poisson: -92.5109 valid_0's tweedie: 33.5229
[50] valid_0's poisson: -92.6034 valid_0's tweedie: 33.5005
[51] valid_0's poisson: -92.6961 valid_0's tweedie: 33.478
[52] valid_0's poisson: -92.7876 valid_0's tweedie: 33.4559
[53] valid_0's poisson: -92.8788 valid_0's tweedie: 33.4337
[54] valid_0's poisson: -92.9685 valid_0's tweedie: 33.4119
[55] valid_0's poisson: -93.0581 valid_0's tweedie: 33.3902
[56] valid_0's poisson: -93.1471 valid_0's tweedie: 33.3686
[57] valid_0's poisson: -93.2351 valid_0's tweedie: 33.3472
[58] valid_0's poisson: -93.3231 valid_0's tweedie: 33.3258
[59] valid_0's poisson: -93.41 valid_0's tweedie: 33.3046
[60] valid_0's poisson: -93.4963 valid_0's tweedie: 33.2836
[61] valid_0's poisson: -93.5825 valid_0's tweedie: 33.2626
[62] valid_0's poisson: -93.6677 valid_0's tweedie: 33.2418
[63] valid_0's poisson: -93.7525 valid_0's tweedie: 33.2212
[64] valid_0's poisson: -93.8375 valid_0's tweedie: 33.2005
[65] valid_0's poisson: -93.921 valid_0's tweedie: 33.1801
[66] valid_0's poisson: -94.0046 valid_0's tweedie: 33.1597
[67] valid_0's poisson: -94.0873 valid_0's tweedie: 33.1395
[68] valid_0's poisson: -94.1705 valid_0's tweedie: 33.1192
[69] valid_0's poisson: -94.2519 valid_0's tweedie: 33.0992
[70] valid_0's poisson: -94.3328 valid_0's tweedie: 33.0794
[71] valid_0's poisson: -94.4146 valid_0's tweedie: 33.0595
[72] valid_0's poisson: -94.4944 valid_0's tweedie: 33.0399
[73] valid_0's poisson: -94.5746 valid_0's tweedie: 33.0203
[74] valid_0's poisson: -94.6537 valid_0's tweedie: 33.0009
[75] valid_0's poisson: -94.7334 valid_0's tweedie: 32.9814
[76] valid_0's poisson: -94.8112 valid_0's tweedie: 32.9623
[77] valid_0's poisson: -94.8885 valid_0's tweedie: 32.9433
[78] valid_0's poisson: -94.9667 valid_0's tweedie: 32.9241
[79] valid_0's poisson: -95.043 valid_0's tweedie: 32.9053
[80] valid_0's poisson: -95.1194 valid_0's tweedie: 32.8866
[81] valid_0's poisson: -95.1956 valid_0's tweedie: 32.8679
[82] valid_0's poisson: -95.2715 valid_0's tweedie: 32.8492
[83] valid_0's poisson: -95.3463 valid_0's tweedie: 32.8308
[84] valid_0's poisson: -95.421 valid_0's tweedie: 32.8124
[85] valid_0's poisson: -95.4941 valid_0's tweedie: 32.7943
[86] valid_0's poisson: -95.5685 valid_0's tweedie: 32.7761
[87] valid_0's poisson: -95.6409 valid_0's tweedie: 32.7582
[88] valid_0's poisson: -95.7138 valid_0's tweedie: 32.7402
[89] valid_0's poisson: -95.785 valid_0's tweedie: 32.7226
[90] valid_0's poisson: -95.858 valid_0's tweedie: 32.7046
[91] valid_0's poisson: -95.9283 valid_0's tweedie: 32.6872
[92] valid_0's poisson: -95.9994 valid_0's tweedie: 32.6696
[93] valid_0's poisson: -96.07 valid_0's tweedie: 32.6522
[94] valid_0's poisson: -96.1397 valid_0's tweedie: 32.6349
[95] valid_0's poisson: -96.2093 valid_0's tweedie: 32.6177
[96] valid_0's poisson: -96.2781 valid_0's tweedie: 32.6006
[97] valid_0's poisson: -96.3478 valid_0's tweedie: 32.5834
[98] valid_0's poisson: -96.4153 valid_0's tweedie: 32.5666
[99] valid_0's poisson: -96.4831 valid_0's tweedie: 32.5498
[100] valid_0's poisson: -96.551 valid_0's tweedie: 32.533
[CV] END bagging_fraction=0.8, lambda_l1=0.01, lambda_l2=0, learning_rate=0.00390625, max_depth=4, tweedie_variance_power=1.4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -89.3381 valid_0's tweedie: 266.642
[2] valid_0's poisson: -91.2159 valid_0's tweedie: 265.341
[3] valid_0's poisson: -92.8323 valid_0's tweedie: 264.224
[4] valid_0's poisson: -94.2427 valid_0's tweedie: 263.25
[5] valid_0's poisson: -95.4919 valid_0's tweedie: 262.388
[6] valid_0's poisson: -96.595 valid_0's tweedie: 261.626
[7] valid_0's poisson: -97.5918 valid_0's tweedie: 260.936
[8] valid_0's poisson: -98.488 valid_0's tweedie: 260.315
[9] valid_0's poisson: -99.3216 valid_0's tweedie: 259.737
[10] valid_0's poisson: -100.021 valid_0's tweedie: 259.249
[11] valid_0's poisson: -100.673 valid_0's tweedie: 258.793
[12] valid_0's poisson: -101.295 valid_0's tweedie: 258.358
[13] valid_0's poisson: -101.823 valid_0's tweedie: 257.986
[14] valid_0's poisson: -102.297 valid_0's tweedie: 257.651
[15] valid_0's poisson: -102.76 valid_0's tweedie: 257.322
[16] valid_0's poisson: -103.153 valid_0's tweedie: 257.042
[17] valid_0's poisson: -103.574 valid_0's tweedie: 256.742
[18] valid_0's poisson: -103.928 valid_0's tweedie: 256.489
[19] valid_0's poisson: -104.23 valid_0's tweedie: 256.271
[20] valid_0's poisson: -104.556 valid_0's tweedie: 256.037
[21] valid_0's poisson: -104.834 valid_0's tweedie: 255.838
[22] valid_0's poisson: -105.087 valid_0's tweedie: 255.655
[23] valid_0's poisson: -105.307 valid_0's tweedie: 255.495
[24] valid_0's poisson: -105.523 valid_0's tweedie: 255.337
[25] valid_0's poisson: -105.742 valid_0's tweedie: 255.179
[26] valid_0's poisson: -105.927 valid_0's tweedie: 255.044
[27] valid_0's poisson: -106.115 valid_0's tweedie: 254.907
[28] valid_0's poisson: -106.282 valid_0's tweedie: 254.785
[29] valid_0's poisson: -106.427 valid_0's tweedie: 254.679
[30] valid_0's poisson: -106.576 valid_0's tweedie: 254.57
[31] valid_0's poisson: -106.699 valid_0's tweedie: 254.479
[32] valid_0's poisson: -106.821 valid_0's tweedie: 254.388
[33] valid_0's poisson: -106.938 valid_0's tweedie: 254.302
[34] valid_0's poisson: -107.065 valid_0's tweedie: 254.21
[35] valid_0's poisson: -107.172 valid_0's tweedie: 254.132
[36] valid_0's poisson: -107.272 valid_0's tweedie: 254.059
[37] valid_0's poisson: -107.357 valid_0's tweedie: 253.996
[38] valid_0's poisson: -107.43 valid_0's tweedie: 253.943
[39] valid_0's poisson: -107.507 valid_0's tweedie: 253.886
[40] valid_0's poisson: -107.572 valid_0's tweedie: 253.837
[41] valid_0's poisson: -107.639 valid_0's tweedie: 253.787
[42] valid_0's poisson: -107.702 valid_0's tweedie: 253.741
[43] valid_0's poisson: -107.773 valid_0's tweedie: 253.689
[44] valid_0's poisson: -107.822 valid_0's tweedie: 253.653
[45] valid_0's poisson: -107.868 valid_0's tweedie: 253.619
[46] valid_0's poisson: -107.923 valid_0's tweedie: 253.578
[47] valid_0's poisson: -107.969 valid_0's tweedie: 253.544
[48] valid_0's poisson: -108.007 valid_0's tweedie: 253.516
[49] valid_0's poisson: -108.05 valid_0's tweedie: 253.483
[50] valid_0's poisson: -108.089 valid_0's tweedie: 253.455
[51] valid_0's poisson: -108.13 valid_0's tweedie: 253.425
[52] valid_0's poisson: -108.165 valid_0's tweedie: 253.398
[53] valid_0's poisson: -108.205 valid_0's tweedie: 253.368
[54] valid_0's poisson: -108.24 valid_0's tweedie: 253.342
[55] valid_0's poisson: -108.264 valid_0's tweedie: 253.324
[56] valid_0's poisson: -108.298 valid_0's tweedie: 253.3
[57] valid_0's poisson: -108.318 valid_0's tweedie: 253.285
[58] valid_0's poisson: -108.359 valid_0's tweedie: 253.257
[59] valid_0's poisson: -108.391 valid_0's tweedie: 253.234
[60] valid_0's poisson: -108.412 valid_0's tweedie: 253.218
[61] valid_0's poisson: -108.434 valid_0's tweedie: 253.203
[62] valid_0's poisson: -108.454 valid_0's tweedie: 253.187
[63] valid_0's poisson: -108.492 valid_0's tweedie: 253.162
[64] valid_0's poisson: -108.508 valid_0's tweedie: 253.15
[65] valid_0's poisson: -108.524 valid_0's tweedie: 253.139
[66] valid_0's poisson: -108.556 valid_0's tweedie: 253.117
[67] valid_0's poisson: -108.577 valid_0's tweedie: 253.102
[68] valid_0's poisson: -108.596 valid_0's tweedie: 253.089
[69] valid_0's poisson: -108.622 valid_0's tweedie: 253.071
[70] valid_0's poisson: -108.635 valid_0's tweedie: 253.062
[71] valid_0's poisson: -108.648 valid_0's tweedie: 253.052
[72] valid_0's poisson: -108.66 valid_0's tweedie: 253.043
[73] valid_0's poisson: -108.676 valid_0's tweedie: 253.032
[74] valid_0's poisson: -108.685 valid_0's tweedie: 253.025
[75] valid_0's poisson: -108.701 valid_0's tweedie: 253.014
[76] valid_0's poisson: -108.726 valid_0's tweedie: 252.996
[77] valid_0's poisson: -108.748 valid_0's tweedie: 252.981
[78] valid_0's poisson: -108.756 valid_0's tweedie: 252.975
[79] valid_0's poisson: -108.763 valid_0's tweedie: 252.97
[80] valid_0's poisson: -108.776 valid_0's tweedie: 252.96
[81] valid_0's poisson: -108.792 valid_0's tweedie: 252.949
[82] valid_0's poisson: -108.799 valid_0's tweedie: 252.945
[83] valid_0's poisson: -108.816 valid_0's tweedie: 252.933
[84] valid_0's poisson: -108.841 valid_0's tweedie: 252.915
[85] valid_0's poisson: -108.847 valid_0's tweedie: 252.91
[86] valid_0's poisson: -108.857 valid_0's tweedie: 252.903
[87] valid_0's poisson: -108.879 valid_0's tweedie: 252.887
[88] valid_0's poisson: -108.894 valid_0's tweedie: 252.877
[89] valid_0's poisson: -108.898 valid_0's tweedie: 252.874
[90] valid_0's poisson: -108.91 valid_0's tweedie: 252.866
[91] valid_0's poisson: -108.914 valid_0's tweedie: 252.863
[92] valid_0's poisson: -108.922 valid_0's tweedie: 252.857
[93] valid_0's poisson: -108.928 valid_0's tweedie: 252.853
[94] valid_0's poisson: -108.935 valid_0's tweedie: 252.848
[95] valid_0's poisson: -108.943 valid_0's tweedie: 252.842
[96] valid_0's poisson: -108.948 valid_0's tweedie: 252.839
[97] valid_0's poisson: -108.962 valid_0's tweedie: 252.83
[98] valid_0's poisson: -108.965 valid_0's tweedie: 252.828
[99] valid_0's poisson: -108.969 valid_0's tweedie: 252.824
[100] valid_0's poisson: -108.983 valid_0's tweedie: 252.814
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -89.3713 valid_0's tweedie: 266.619
[2] valid_0's poisson: -91.2552 valid_0's tweedie: 265.314
[3] valid_0's poisson: -92.8874 valid_0's tweedie: 264.186
[4] valid_0's poisson: -94.2999 valid_0's tweedie: 263.212
[5] valid_0's poisson: -95.6069 valid_0's tweedie: 262.311
[6] valid_0's poisson: -96.716 valid_0's tweedie: 261.545
[7] valid_0's poisson: -97.7034 valid_0's tweedie: 260.862
[8] valid_0's poisson: -98.6252 valid_0's tweedie: 260.224
[9] valid_0's poisson: -99.4149 valid_0's tweedie: 259.675
[10] valid_0's poisson: -100.128 valid_0's tweedie: 259.178
[11] valid_0's poisson: -100.775 valid_0's tweedie: 258.726
[12] valid_0's poisson: -101.352 valid_0's tweedie: 258.321
[13] valid_0's poisson: -101.883 valid_0's tweedie: 257.947
[14] valid_0's poisson: -102.397 valid_0's tweedie: 257.586
[15] valid_0's poisson: -102.824 valid_0's tweedie: 257.282
[16] valid_0's poisson: -103.242 valid_0's tweedie: 256.985
[17] valid_0's poisson: -103.616 valid_0's tweedie: 256.716
[18] valid_0's poisson: -103.97 valid_0's tweedie: 256.463
[19] valid_0's poisson: -104.332 valid_0's tweedie: 256.204
[20] valid_0's poisson: -104.619 valid_0's tweedie: 255.997
[21] valid_0's poisson: -104.883 valid_0's tweedie: 255.806
[22] valid_0's poisson: -105.119 valid_0's tweedie: 255.634
[23] valid_0's poisson: -105.344 valid_0's tweedie: 255.472
[24] valid_0's poisson: -105.585 valid_0's tweedie: 255.297
[25] valid_0's poisson: -105.784 valid_0's tweedie: 255.151
[26] valid_0's poisson: -105.983 valid_0's tweedie: 255.007
[27] valid_0's poisson: -106.166 valid_0's tweedie: 254.873
[28] valid_0's poisson: -106.317 valid_0's tweedie: 254.762
[29] valid_0's poisson: -106.471 valid_0's tweedie: 254.65
[30] valid_0's poisson: -106.604 valid_0's tweedie: 254.551
[31] valid_0's poisson: -106.738 valid_0's tweedie: 254.453
[32] valid_0's poisson: -106.861 valid_0's tweedie: 254.361
[33] valid_0's poisson: -106.975 valid_0's tweedie: 254.277
[34] valid_0's poisson: -107.077 valid_0's tweedie: 254.202
[35] valid_0's poisson: -107.165 valid_0's tweedie: 254.136
[36] valid_0's poisson: -107.253 valid_0's tweedie: 254.069
[37] valid_0's poisson: -107.352 valid_0's tweedie: 253.997
[38] valid_0's poisson: -107.433 valid_0's tweedie: 253.938
[39] valid_0's poisson: -107.515 valid_0's tweedie: 253.878
[40] valid_0's poisson: -107.579 valid_0's tweedie: 253.83
[41] valid_0's poisson: -107.64 valid_0's tweedie: 253.785
[42] valid_0's poisson: -107.697 valid_0's tweedie: 253.743
[43] valid_0's poisson: -107.758 valid_0's tweedie: 253.697
[44] valid_0's poisson: -107.816 valid_0's tweedie: 253.654
[45] valid_0's poisson: -107.864 valid_0's tweedie: 253.618
[46] valid_0's poisson: -107.908 valid_0's tweedie: 253.586
[47] valid_0's poisson: -107.95 valid_0's tweedie: 253.555
[48] valid_0's poisson: -107.994 valid_0's tweedie: 253.521
[49] valid_0's poisson: -108.04 valid_0's tweedie: 253.488
[50] valid_0's poisson: -108.075 valid_0's tweedie: 253.462
[51] valid_0's poisson: -108.128 valid_0's tweedie: 253.424
[52] valid_0's poisson: -108.167 valid_0's tweedie: 253.396
[53] valid_0's poisson: -108.2 valid_0's tweedie: 253.37
[54] valid_0's poisson: -108.237 valid_0's tweedie: 253.343
[55] valid_0's poisson: -108.275 valid_0's tweedie: 253.317
[56] valid_0's poisson: -108.298 valid_0's tweedie: 253.299
[57] valid_0's poisson: -108.34 valid_0's tweedie: 253.27
[58] valid_0's poisson: -108.372 valid_0's tweedie: 253.247
[59] valid_0's poisson: -108.396 valid_0's tweedie: 253.23
[60] valid_0's poisson: -108.418 valid_0's tweedie: 253.214
[61] valid_0's poisson: -108.452 valid_0's tweedie: 253.19
[62] valid_0's poisson: -108.471 valid_0's tweedie: 253.176
[63] valid_0's poisson: -108.493 valid_0's tweedie: 253.161
[64] valid_0's poisson: -108.509 valid_0's tweedie: 253.149
[65] valid_0's poisson: -108.523 valid_0's tweedie: 253.138
[66] valid_0's poisson: -108.557 valid_0's tweedie: 253.114
[67] valid_0's poisson: -108.585 valid_0's tweedie: 253.095
[68] valid_0's poisson: -108.598 valid_0's tweedie: 253.085
[69] valid_0's poisson: -108.623 valid_0's tweedie: 253.067
[70] valid_0's poisson: -108.635 valid_0's tweedie: 253.058
[71] valid_0's poisson: -108.647 valid_0's tweedie: 253.048
[72] valid_0's poisson: -108.657 valid_0's tweedie: 253.041
[73] valid_0's poisson: -108.682 valid_0's tweedie: 253.023
[74] valid_0's poisson: -108.706 valid_0's tweedie: 253.007
[75] valid_0's poisson: -108.718 valid_0's tweedie: 252.998
[76] valid_0's poisson: -108.735 valid_0's tweedie: 252.987
[77] valid_0's poisson: -108.747 valid_0's tweedie: 252.978
[78] valid_0's poisson: -108.756 valid_0's tweedie: 252.971
[79] valid_0's poisson: -108.767 valid_0's tweedie: 252.962
[80] valid_0's poisson: -108.775 valid_0's tweedie: 252.957
[81] valid_0's poisson: -108.789 valid_0's tweedie: 252.947
[82] valid_0's poisson: -108.807 valid_0's tweedie: 252.935
[83] valid_0's poisson: -108.828 valid_0's tweedie: 252.92
[84] valid_0's poisson: -108.836 valid_0's tweedie: 252.914
[85] valid_0's poisson: -108.843 valid_0's tweedie: 252.909
[86] valid_0's poisson: -108.848 valid_0's tweedie: 252.905
[87] valid_0's poisson: -108.871 valid_0's tweedie: 252.889
[88] valid_0's poisson: -108.875 valid_0's tweedie: 252.886
[89] valid_0's poisson: -108.881 valid_0's tweedie: 252.882
[90] valid_0's poisson: -108.888 valid_0's tweedie: 252.877
[91] valid_0's poisson: -108.902 valid_0's tweedie: 252.867
[92] valid_0's poisson: -108.923 valid_0's tweedie: 252.853
[93] valid_0's poisson: -108.933 valid_0's tweedie: 252.846
[94] valid_0's poisson: -108.935 valid_0's tweedie: 252.844
[95] valid_0's poisson: -108.941 valid_0's tweedie: 252.84
[96] valid_0's poisson: -108.952 valid_0's tweedie: 252.832
[97] valid_0's poisson: -108.972 valid_0's tweedie: 252.818
[98] valid_0's poisson: -108.982 valid_0's tweedie: 252.811
[99] valid_0's poisson: -108.99 valid_0's tweedie: 252.806
[100] valid_0's poisson: -108.993 valid_0's tweedie: 252.803
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -89.3775 valid_0's tweedie: 266.616
[2] valid_0's poisson: -91.2676 valid_0's tweedie: 265.306
[3] valid_0's poisson: -92.902 valid_0's tweedie: 264.178
[4] valid_0's poisson: -94.3148 valid_0's tweedie: 263.203
[5] valid_0's poisson: -95.5674 valid_0's tweedie: 262.34
[6] valid_0's poisson: -96.7092 valid_0's tweedie: 261.552
[7] valid_0's poisson: -97.6976 valid_0's tweedie: 260.869
[8] valid_0's poisson: -98.5837 valid_0's tweedie: 260.255
[9] valid_0's poisson: -99.4224 valid_0's tweedie: 259.674
[10] valid_0's poisson: -100.132 valid_0's tweedie: 259.179
[11] valid_0's poisson: -100.768 valid_0's tweedie: 258.734
[12] valid_0's poisson: -101.363 valid_0's tweedie: 258.317
[13] valid_0's poisson: -101.888 valid_0's tweedie: 257.947
[14] valid_0's poisson: -102.361 valid_0's tweedie: 257.612
[15] valid_0's poisson: -102.838 valid_0's tweedie: 257.277
[16] valid_0's poisson: -103.233 valid_0's tweedie: 256.995
[17] valid_0's poisson: -103.611 valid_0's tweedie: 256.725
[18] valid_0's poisson: -103.997 valid_0's tweedie: 256.449
[19] valid_0's poisson: -104.318 valid_0's tweedie: 256.218
[20] valid_0's poisson: -104.605 valid_0's tweedie: 256.011
[21] valid_0's poisson: -104.879 valid_0's tweedie: 255.813
[22] valid_0's poisson: -105.133 valid_0's tweedie: 255.628
[23] valid_0's poisson: -105.385 valid_0's tweedie: 255.446
[24] valid_0's poisson: -105.617 valid_0's tweedie: 255.277
[25] valid_0's poisson: -105.81 valid_0's tweedie: 255.136
[26] valid_0's poisson: -105.992 valid_0's tweedie: 255.003
[27] valid_0's poisson: -106.176 valid_0's tweedie: 254.869
[28] valid_0's poisson: -106.337 valid_0's tweedie: 254.751
[29] valid_0's poisson: -106.48 valid_0's tweedie: 254.646
[30] valid_0's poisson: -106.621 valid_0's tweedie: 254.542
[31] valid_0's poisson: -106.742 valid_0's tweedie: 254.453
[32] valid_0's poisson: -106.865 valid_0's tweedie: 254.361
[33] valid_0's poisson: -106.965 valid_0's tweedie: 254.287
[34] valid_0's poisson: -107.072 valid_0's tweedie: 254.207
[35] valid_0's poisson: -107.181 valid_0's tweedie: 254.127
[36] valid_0's poisson: -107.266 valid_0's tweedie: 254.062
[37] valid_0's poisson: -107.361 valid_0's tweedie: 253.993
[38] valid_0's poisson: -107.437 valid_0's tweedie: 253.937
[39] valid_0's poisson: -107.511 valid_0's tweedie: 253.882
[40] valid_0's poisson: -107.586 valid_0's tweedie: 253.826
[41] valid_0's poisson: -107.644 valid_0's tweedie: 253.782
[42] valid_0's poisson: -107.707 valid_0's tweedie: 253.737
[43] valid_0's poisson: -107.767 valid_0's tweedie: 253.692
[44] valid_0's poisson: -107.816 valid_0's tweedie: 253.656
[45] valid_0's poisson: -107.867 valid_0's tweedie: 253.619
[46] valid_0's poisson: -107.923 valid_0's tweedie: 253.578
[47] valid_0's poisson: -107.971 valid_0's tweedie: 253.543
[48] valid_0's poisson: -108.021 valid_0's tweedie: 253.506
[49] valid_0's poisson: -108.067 valid_0's tweedie: 253.472
[50] valid_0's poisson: -108.1 valid_0's tweedie: 253.447
[51] valid_0's poisson: -108.141 valid_0's tweedie: 253.417
[52] valid_0's poisson: -108.186 valid_0's tweedie: 253.386
[53] valid_0's poisson: -108.225 valid_0's tweedie: 253.358
[54] valid_0's poisson: -108.251 valid_0's tweedie: 253.338
[55] valid_0's poisson: -108.284 valid_0's tweedie: 253.314
[56] valid_0's poisson: -108.318 valid_0's tweedie: 253.29
[57] valid_0's poisson: -108.342 valid_0's tweedie: 253.271
[58] valid_0's poisson: -108.367 valid_0's tweedie: 253.253
[59] valid_0's poisson: -108.387 valid_0's tweedie: 253.238
[60] valid_0's poisson: -108.411 valid_0's tweedie: 253.221
[61] valid_0's poisson: -108.437 valid_0's tweedie: 253.201
[62] valid_0's poisson: -108.461 valid_0's tweedie: 253.183
[63] valid_0's poisson: -108.486 valid_0's tweedie: 253.166
[64] valid_0's poisson: -108.513 valid_0's tweedie: 253.146
[65] valid_0's poisson: -108.539 valid_0's tweedie: 253.127
[66] valid_0's poisson: -108.559 valid_0's tweedie: 253.113
[67] valid_0's poisson: -108.579 valid_0's tweedie: 253.1
[68] valid_0's poisson: -108.597 valid_0's tweedie: 253.086
[69] valid_0's poisson: -108.61 valid_0's tweedie: 253.077
[70] valid_0's poisson: -108.637 valid_0's tweedie: 253.059
[71] valid_0's poisson: -108.652 valid_0's tweedie: 253.048
[72] valid_0's poisson: -108.663 valid_0's tweedie: 253.04
[73] valid_0's poisson: -108.671 valid_0's tweedie: 253.034
[74] valid_0's poisson: -108.695 valid_0's tweedie: 253.017
[75] valid_0's poisson: -108.708 valid_0's tweedie: 253.008
[76] valid_0's poisson: -108.719 valid_0's tweedie: 252.999
[77] valid_0's poisson: -108.73 valid_0's tweedie: 252.991
[78] valid_0's poisson: -108.747 valid_0's tweedie: 252.98
[79] valid_0's poisson: -108.755 valid_0's tweedie: 252.973
[80] valid_0's poisson: -108.775 valid_0's tweedie: 252.959
[81] valid_0's poisson: -108.782 valid_0's tweedie: 252.954
[82] valid_0's poisson: -108.794 valid_0's tweedie: 252.946
[83] valid_0's poisson: -108.805 valid_0's tweedie: 252.938
[84] valid_0's poisson: -108.814 valid_0's tweedie: 252.932
[85] valid_0's poisson: -108.823 valid_0's tweedie: 252.925
[86] valid_0's poisson: -108.846 valid_0's tweedie: 252.908
[87] valid_0's poisson: -108.862 valid_0's tweedie: 252.897
[88] valid_0's poisson: -108.869 valid_0's tweedie: 252.892
[89] valid_0's poisson: -108.883 valid_0's tweedie: 252.882
[90] valid_0's poisson: -108.891 valid_0's tweedie: 252.875
[91] valid_0's poisson: -108.9 valid_0's tweedie: 252.869
[92] valid_0's poisson: -108.91 valid_0's tweedie: 252.862
[93] valid_0's poisson: -108.915 valid_0's tweedie: 252.858
[94] valid_0's poisson: -108.93 valid_0's tweedie: 252.848
[95] valid_0's poisson: -108.936 valid_0's tweedie: 252.844
[96] valid_0's poisson: -108.94 valid_0's tweedie: 252.841
[97] valid_0's poisson: -108.949 valid_0's tweedie: 252.834
[98] valid_0's poisson: -108.954 valid_0's tweedie: 252.831
[99] valid_0's poisson: -108.962 valid_0's tweedie: 252.826
[100] valid_0's poisson: -108.967 valid_0's tweedie: 252.821
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -89.395 valid_0's tweedie: 266.603
[2] valid_0's poisson: -91.2842 valid_0's tweedie: 265.294
[3] valid_0's poisson: -92.9217 valid_0's tweedie: 264.162
[4] valid_0's poisson: -94.3479 valid_0's tweedie: 263.179
[5] valid_0's poisson: -95.6079 valid_0's tweedie: 262.309
[6] valid_0's poisson: -96.7534 valid_0's tweedie: 261.519
[7] valid_0's poisson: -97.7446 valid_0's tweedie: 260.834
[8] valid_0's poisson: -98.6361 valid_0's tweedie: 260.216
[9] valid_0's poisson: -99.4556 valid_0's tweedie: 259.648
[10] valid_0's poisson: -100.173 valid_0's tweedie: 259.148
[11] valid_0's poisson: -100.802 valid_0's tweedie: 258.707
[12] valid_0's poisson: -101.403 valid_0's tweedie: 258.286
[13] valid_0's poisson: -101.977 valid_0's tweedie: 257.884
[14] valid_0's poisson: -102.462 valid_0's tweedie: 257.542
[15] valid_0's poisson: -102.898 valid_0's tweedie: 257.232
[16] valid_0's poisson: -103.312 valid_0's tweedie: 256.936
[17] valid_0's poisson: -103.686 valid_0's tweedie: 256.669
[18] valid_0's poisson: -104.028 valid_0's tweedie: 256.425
[19] valid_0's poisson: -104.369 valid_0's tweedie: 256.182
[20] valid_0's poisson: -104.659 valid_0's tweedie: 255.972
[21] valid_0's poisson: -104.93 valid_0's tweedie: 255.776
[22] valid_0's poisson: -105.205 valid_0's tweedie: 255.578
[23] valid_0's poisson: -105.434 valid_0's tweedie: 255.411
[24] valid_0's poisson: -105.632 valid_0's tweedie: 255.266
[25] valid_0's poisson: -105.845 valid_0's tweedie: 255.111
[26] valid_0's poisson: -106.024 valid_0's tweedie: 254.98
[27] valid_0's poisson: -106.207 valid_0's tweedie: 254.846
[28] valid_0's poisson: -106.359 valid_0's tweedie: 254.734
[29] valid_0's poisson: -106.512 valid_0's tweedie: 254.623
[30] valid_0's poisson: -106.652 valid_0's tweedie: 254.519
[31] valid_0's poisson: -106.772 valid_0's tweedie: 254.43
[32] valid_0's poisson: -106.89 valid_0's tweedie: 254.342
[33] valid_0's poisson: -107.004 valid_0's tweedie: 254.259
[34] valid_0's poisson: -107.107 valid_0's tweedie: 254.181
[35] valid_0's poisson: -107.202 valid_0's tweedie: 254.111
[36] valid_0's poisson: -107.302 valid_0's tweedie: 254.039
[37] valid_0's poisson: -107.386 valid_0's tweedie: 253.977
[38] valid_0's poisson: -107.467 valid_0's tweedie: 253.916
[39] valid_0's poisson: -107.534 valid_0's tweedie: 253.867
[40] valid_0's poisson: -107.612 valid_0's tweedie: 253.81
[41] valid_0's poisson: -107.684 valid_0's tweedie: 253.758
[42] valid_0's poisson: -107.749 valid_0's tweedie: 253.708
[43] valid_0's poisson: -107.804 valid_0's tweedie: 253.667
[44] valid_0's poisson: -107.855 valid_0's tweedie: 253.63
[45] valid_0's poisson: -107.902 valid_0's tweedie: 253.595
[46] valid_0's poisson: -107.959 valid_0's tweedie: 253.553
[47] valid_0's poisson: -108.008 valid_0's tweedie: 253.517
[48] valid_0's poisson: -108.05 valid_0's tweedie: 253.485
[49] valid_0's poisson: -108.097 valid_0's tweedie: 253.45
[50] valid_0's poisson: -108.13 valid_0's tweedie: 253.426
[51] valid_0's poisson: -108.17 valid_0's tweedie: 253.397
[52] valid_0's poisson: -108.21 valid_0's tweedie: 253.369
[53] valid_0's poisson: -108.248 valid_0's tweedie: 253.341
[54] valid_0's poisson: -108.282 valid_0's tweedie: 253.315
[55] valid_0's poisson: -108.319 valid_0's tweedie: 253.289
[56] valid_0's poisson: -108.344 valid_0's tweedie: 253.269
[57] valid_0's poisson: -108.373 valid_0's tweedie: 253.249
[58] valid_0's poisson: -108.394 valid_0's tweedie: 253.233
[59] valid_0's poisson: -108.416 valid_0's tweedie: 253.216
[60] valid_0's poisson: -108.444 valid_0's tweedie: 253.197
[61] valid_0's poisson: -108.463 valid_0's tweedie: 253.183
[62] valid_0's poisson: -108.493 valid_0's tweedie: 253.162
[63] valid_0's poisson: -108.508 valid_0's tweedie: 253.151
[64] valid_0's poisson: -108.529 valid_0's tweedie: 253.136
[65] valid_0's poisson: -108.549 valid_0's tweedie: 253.121
[66] valid_0's poisson: -108.565 valid_0's tweedie: 253.109
[67] valid_0's poisson: -108.577 valid_0's tweedie: 253.1
[68] valid_0's poisson: -108.592 valid_0's tweedie: 253.089
[69] valid_0's poisson: -108.619 valid_0's tweedie: 253.069
[70] valid_0's poisson: -108.628 valid_0's tweedie: 253.062
[71] valid_0's poisson: -108.647 valid_0's tweedie: 253.049
[72] valid_0's poisson: -108.672 valid_0's tweedie: 253.033
[73] valid_0's poisson: -108.681 valid_0's tweedie: 253.026
[74] valid_0's poisson: -108.698 valid_0's tweedie: 253.012
[75] valid_0's poisson: -108.706 valid_0's tweedie: 253.006
[76] valid_0's poisson: -108.72 valid_0's tweedie: 252.997
[77] valid_0's poisson: -108.737 valid_0's tweedie: 252.984
[78] valid_0's poisson: -108.753 valid_0's tweedie: 252.972
[79] valid_0's poisson: -108.762 valid_0's tweedie: 252.966
[80] valid_0's poisson: -108.777 valid_0's tweedie: 252.956
[81] valid_0's poisson: -108.783 valid_0's tweedie: 252.951
[82] valid_0's poisson: -108.796 valid_0's tweedie: 252.941
[83] valid_0's poisson: -108.802 valid_0's tweedie: 252.936
[84] valid_0's poisson: -108.824 valid_0's tweedie: 252.921
[85] valid_0's poisson: -108.841 valid_0's tweedie: 252.909
[86] valid_0's poisson: -108.848 valid_0's tweedie: 252.904
[87] valid_0's poisson: -108.855 valid_0's tweedie: 252.899
[88] valid_0's poisson: -108.864 valid_0's tweedie: 252.892
[89] valid_0's poisson: -108.868 valid_0's tweedie: 252.889
[90] valid_0's poisson: -108.874 valid_0's tweedie: 252.885
[91] valid_0's poisson: -108.885 valid_0's tweedie: 252.878
[92] valid_0's poisson: -108.898 valid_0's tweedie: 252.867
[93] valid_0's poisson: -108.906 valid_0's tweedie: 252.862
[94] valid_0's poisson: -108.91 valid_0's tweedie: 252.859
[95] valid_0's poisson: -108.927 valid_0's tweedie: 252.847
[96] valid_0's poisson: -108.939 valid_0's tweedie: 252.838
[97] valid_0's poisson: -108.949 valid_0's tweedie: 252.831
[98] valid_0's poisson: -108.957 valid_0's tweedie: 252.826
[99] valid_0's poisson: -108.967 valid_0's tweedie: 252.818
[100] valid_0's poisson: -108.972 valid_0's tweedie: 252.815
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -89.346 valid_0's tweedie: 266.638
[2] valid_0's poisson: -91.2309 valid_0's tweedie: 265.332
[3] valid_0's poisson: -92.8575 valid_0's tweedie: 264.209
[4] valid_0's poisson: -94.2684 valid_0's tweedie: 263.236
[5] valid_0's poisson: -95.5121 valid_0's tweedie: 262.378
[6] valid_0's poisson: -96.6207 valid_0's tweedie: 261.612
[7] valid_0's poisson: -97.6498 valid_0's tweedie: 260.902
[8] valid_0's poisson: -98.5395 valid_0's tweedie: 260.286
[9] valid_0's poisson: -99.359 valid_0's tweedie: 259.718
[10] valid_0's poisson: -100.074 valid_0's tweedie: 259.219
[11] valid_0's poisson: -100.717 valid_0's tweedie: 258.769
[12] valid_0's poisson: -101.315 valid_0's tweedie: 258.351
[13] valid_0's poisson: -101.856 valid_0's tweedie: 257.97
[14] valid_0's poisson: -102.328 valid_0's tweedie: 257.636
[15] valid_0's poisson: -102.812 valid_0's tweedie: 257.295
[16] valid_0's poisson: -103.219 valid_0's tweedie: 257.004
[17] valid_0's poisson: -103.602 valid_0's tweedie: 256.731
[18] valid_0's poisson: -103.984 valid_0's tweedie: 256.459
[19] valid_0's poisson: -104.298 valid_0's tweedie: 256.233
[20] valid_0's poisson: -104.587 valid_0's tweedie: 256.024
[21] valid_0's poisson: -104.862 valid_0's tweedie: 255.826
[22] valid_0's poisson: -105.143 valid_0's tweedie: 255.623
[23] valid_0's poisson: -105.371 valid_0's tweedie: 255.457
[24] valid_0's poisson: -105.592 valid_0's tweedie: 255.296
[25] valid_0's poisson: -105.812 valid_0's tweedie: 255.136
[26] valid_0's poisson: -105.984 valid_0's tweedie: 255.01
[27] valid_0's poisson: -106.156 valid_0's tweedie: 254.883
[28] valid_0's poisson: -106.328 valid_0's tweedie: 254.758
[29] valid_0's poisson: -106.481 valid_0's tweedie: 254.646
[30] valid_0's poisson: -106.611 valid_0's tweedie: 254.55
[31] valid_0's poisson: -106.746 valid_0's tweedie: 254.45
[32] valid_0's poisson: -106.852 valid_0's tweedie: 254.371
[33] valid_0's poisson: -106.966 valid_0's tweedie: 254.288
[34] valid_0's poisson: -107.084 valid_0's tweedie: 254.201
[35] valid_0's poisson: -107.177 valid_0's tweedie: 254.131
[36] valid_0's poisson: -107.278 valid_0's tweedie: 254.056
[37] valid_0's poisson: -107.373 valid_0's tweedie: 253.987
[38] valid_0's poisson: -107.452 valid_0's tweedie: 253.93
[39] valid_0's poisson: -107.525 valid_0's tweedie: 253.877
[40] valid_0's poisson: -107.599 valid_0's tweedie: 253.821
[41] valid_0's poisson: -107.664 valid_0's tweedie: 253.773
[42] valid_0's poisson: -107.726 valid_0's tweedie: 253.726
[43] valid_0's poisson: -107.78 valid_0's tweedie: 253.686
[44] valid_0's poisson: -107.836 valid_0's tweedie: 253.644
[45] valid_0's poisson: -107.891 valid_0's tweedie: 253.604
[46] valid_0's poisson: -107.938 valid_0's tweedie: 253.569
[47] valid_0's poisson: -107.979 valid_0's tweedie: 253.538
[48] valid_0's poisson: -108.031 valid_0's tweedie: 253.5
[49] valid_0's poisson: -108.076 valid_0's tweedie: 253.467
[50] valid_0's poisson: -108.121 valid_0's tweedie: 253.434
[51] valid_0's poisson: -108.151 valid_0's tweedie: 253.411
[52] valid_0's poisson: -108.188 valid_0's tweedie: 253.385
[53] valid_0's poisson: -108.224 valid_0's tweedie: 253.359
[54] valid_0's poisson: -108.252 valid_0's tweedie: 253.337
[55] valid_0's poisson: -108.279 valid_0's tweedie: 253.318
[56] valid_0's poisson: -108.305 valid_0's tweedie: 253.298
[57] valid_0's poisson: -108.336 valid_0's tweedie: 253.276
[58] valid_0's poisson: -108.36 valid_0's tweedie: 253.258
[59] valid_0's poisson: -108.396 valid_0's tweedie: 253.234
[60] valid_0's poisson: -108.418 valid_0's tweedie: 253.217
[61] valid_0's poisson: -108.439 valid_0's tweedie: 253.201
[62] valid_0's poisson: -108.458 valid_0's tweedie: 253.187
[63] valid_0's poisson: -108.492 valid_0's tweedie: 253.162
[64] valid_0's poisson: -108.506 valid_0's tweedie: 253.151
[65] valid_0's poisson: -108.538 valid_0's tweedie: 253.13
[66] valid_0's poisson: -108.551 valid_0's tweedie: 253.12
[67] valid_0's poisson: -108.57 valid_0's tweedie: 253.106
[68] valid_0's poisson: -108.583 valid_0's tweedie: 253.097
[69] valid_0's poisson: -108.594 valid_0's tweedie: 253.089
[70] valid_0's poisson: -108.611 valid_0's tweedie: 253.077
[71] valid_0's poisson: -108.638 valid_0's tweedie: 253.057
[72] valid_0's poisson: -108.649 valid_0's tweedie: 253.049
[73] valid_0's poisson: -108.673 valid_0's tweedie: 253.033
[74] valid_0's poisson: -108.698 valid_0's tweedie: 253.014
[75] valid_0's poisson: -108.705 valid_0's tweedie: 253.008
[76] valid_0's poisson: -108.73 valid_0's tweedie: 252.992
[77] valid_0's poisson: -108.739 valid_0's tweedie: 252.985
[78] valid_0's poisson: -108.758 valid_0's tweedie: 252.971
[79] valid_0's poisson: -108.769 valid_0's tweedie: 252.963
[80] valid_0's poisson: -108.775 valid_0's tweedie: 252.958
[81] valid_0's poisson: -108.789 valid_0's tweedie: 252.948
[82] valid_0's poisson: -108.796 valid_0's tweedie: 252.944
[83] valid_0's poisson: -108.805 valid_0's tweedie: 252.937
[84] valid_0's poisson: -108.825 valid_0's tweedie: 252.922
[85] valid_0's poisson: -108.841 valid_0's tweedie: 252.911
[86] valid_0's poisson: -108.846 valid_0's tweedie: 252.907
[87] valid_0's poisson: -108.853 valid_0's tweedie: 252.903
[88] valid_0's poisson: -108.861 valid_0's tweedie: 252.897
[89] valid_0's poisson: -108.87 valid_0's tweedie: 252.89
[90] valid_0's poisson: -108.889 valid_0's tweedie: 252.877
[91] valid_0's poisson: -108.902 valid_0's tweedie: 252.868
[92] valid_0's poisson: -108.906 valid_0's tweedie: 252.865
[93] valid_0's poisson: -108.925 valid_0's tweedie: 252.852
[94] valid_0's poisson: -108.936 valid_0's tweedie: 252.844
[95] valid_0's poisson: -108.94 valid_0's tweedie: 252.842
[96] valid_0's poisson: -108.948 valid_0's tweedie: 252.836
[97] valid_0's poisson: -108.964 valid_0's tweedie: 252.825
[98] valid_0's poisson: -108.966 valid_0's tweedie: 252.823
[99] valid_0's poisson: -108.971 valid_0's tweedie: 252.82
[100] valid_0's poisson: -108.987 valid_0's tweedie: 252.809
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.596 valid_0's tweedie: 56.165
[2] valid_0's poisson: -89.8629 valid_0's tweedie: 55.7287
[3] valid_0's poisson: -90.9974 valid_0's tweedie: 55.3348
[4] valid_0's poisson: -91.9954 valid_0's tweedie: 54.9881
[5] valid_0's poisson: -92.941 valid_0's tweedie: 54.6553
[6] valid_0's poisson: -93.7933 valid_0's tweedie: 54.3517
[7] valid_0's poisson: -94.5756 valid_0's tweedie: 54.0765
[8] valid_0's poisson: -95.2885 valid_0's tweedie: 53.8183
[9] valid_0's poisson: -95.9345 valid_0's tweedie: 53.5843
[10] valid_0's poisson: -96.5295 valid_0's tweedie: 53.3717
[11] valid_0's poisson: -97.0806 valid_0's tweedie: 53.1751
[12] valid_0's poisson: -97.6562 valid_0's tweedie: 52.9743
[13] valid_0's poisson: -98.1287 valid_0's tweedie: 52.7978
[14] valid_0's poisson: -98.6099 valid_0's tweedie: 52.6297
[15] valid_0's poisson: -99.0855 valid_0's tweedie: 52.4599
[16] valid_0's poisson: -99.5141 valid_0's tweedie: 52.3145
[17] valid_0's poisson: -99.8607 valid_0's tweedie: 52.1826
[18] valid_0's poisson: -100.235 valid_0's tweedie: 52.0566
[19] valid_0's poisson: -100.621 valid_0's tweedie: 51.9184
[20] valid_0's poisson: -100.907 valid_0's tweedie: 51.8143
[21] valid_0's poisson: -101.233 valid_0's tweedie: 51.6987
[22] valid_0's poisson: -101.535 valid_0's tweedie: 51.6001
[23] valid_0's poisson: -101.796 valid_0's tweedie: 51.5022
[24] valid_0's poisson: -102.078 valid_0's tweedie: 51.4018
[25] valid_0's poisson: -102.349 valid_0's tweedie: 51.3042
[26] valid_0's poisson: -102.6 valid_0's tweedie: 51.2179
[27] valid_0's poisson: -102.826 valid_0's tweedie: 51.1407
[28] valid_0's poisson: -103.024 valid_0's tweedie: 51.0646
[29] valid_0's poisson: -103.235 valid_0's tweedie: 50.9878
[30] valid_0's poisson: -103.441 valid_0's tweedie: 50.9148
[31] valid_0's poisson: -103.637 valid_0's tweedie: 50.8463
[32] valid_0's poisson: -103.813 valid_0's tweedie: 50.7818
[33] valid_0's poisson: -103.978 valid_0's tweedie: 50.7253
[34] valid_0's poisson: -104.143 valid_0's tweedie: 50.6652
[35] valid_0's poisson: -104.322 valid_0's tweedie: 50.6073
[36] valid_0's poisson: -104.451 valid_0's tweedie: 50.5532
[37] valid_0's poisson: -104.586 valid_0's tweedie: 50.5061
[38] valid_0's poisson: -104.721 valid_0's tweedie: 50.457
[39] valid_0's poisson: -104.852 valid_0's tweedie: 50.4106
[40] valid_0's poisson: -104.971 valid_0's tweedie: 50.3686
[41] valid_0's poisson: -105.097 valid_0's tweedie: 50.3243
[42] valid_0's poisson: -105.205 valid_0's tweedie: 50.2846
[43] valid_0's poisson: -105.312 valid_0's tweedie: 50.2468
[44] valid_0's poisson: -105.433 valid_0's tweedie: 50.208
[45] valid_0's poisson: -105.524 valid_0's tweedie: 50.1758
[46] valid_0's poisson: -105.62 valid_0's tweedie: 50.1414
[47] valid_0's poisson: -105.701 valid_0's tweedie: 50.1078
[48] valid_0's poisson: -105.794 valid_0's tweedie: 50.0747
[49] valid_0's poisson: -105.876 valid_0's tweedie: 50.0469
[50] valid_0's poisson: -105.961 valid_0's tweedie: 50.017
[51] valid_0's poisson: -106.032 valid_0's tweedie: 49.9918
[52] valid_0's poisson: -106.106 valid_0's tweedie: 49.9646
[53] valid_0's poisson: -106.179 valid_0's tweedie: 49.9388
[54] valid_0's poisson: -106.246 valid_0's tweedie: 49.9152
[55] valid_0's poisson: -106.316 valid_0's tweedie: 49.8907
[56] valid_0's poisson: -106.373 valid_0's tweedie: 49.8705
[57] valid_0's poisson: -106.437 valid_0's tweedie: 49.8478
[58] valid_0's poisson: -106.489 valid_0's tweedie: 49.8287
[59] valid_0's poisson: -106.55 valid_0's tweedie: 49.8068
[60] valid_0's poisson: -106.598 valid_0's tweedie: 49.7898
[61] valid_0's poisson: -106.651 valid_0's tweedie: 49.7708
[62] valid_0's poisson: -106.7 valid_0's tweedie: 49.7542
[63] valid_0's poisson: -106.753 valid_0's tweedie: 49.7361
[64] valid_0's poisson: -106.804 valid_0's tweedie: 49.7194
[65] valid_0's poisson: -106.849 valid_0's tweedie: 49.7036
[66] valid_0's poisson: -106.897 valid_0's tweedie: 49.6872
[67] valid_0's poisson: -106.935 valid_0's tweedie: 49.6737
[68] valid_0's poisson: -106.978 valid_0's tweedie: 49.6596
[69] valid_0's poisson: -107.011 valid_0's tweedie: 49.6467
[70] valid_0's poisson: -107.055 valid_0's tweedie: 49.6311
[71] valid_0's poisson: -107.094 valid_0's tweedie: 49.6178
[72] valid_0's poisson: -107.13 valid_0's tweedie: 49.6048
[73] valid_0's poisson: -107.16 valid_0's tweedie: 49.5937
[74] valid_0's poisson: -107.192 valid_0's tweedie: 49.5822
[75] valid_0's poisson: -107.229 valid_0's tweedie: 49.5656
[76] valid_0's poisson: -107.265 valid_0's tweedie: 49.5529
[77] valid_0's poisson: -107.295 valid_0's tweedie: 49.5424
[78] valid_0's poisson: -107.328 valid_0's tweedie: 49.5309
[79] valid_0's poisson: -107.351 valid_0's tweedie: 49.5224
[80] valid_0's poisson: -107.374 valid_0's tweedie: 49.5139
[81] valid_0's poisson: -107.405 valid_0's tweedie: 49.4997
[82] valid_0's poisson: -107.434 valid_0's tweedie: 49.4897
[83] valid_0's poisson: -107.459 valid_0's tweedie: 49.4808
[84] valid_0's poisson: -107.486 valid_0's tweedie: 49.4714
[85] valid_0's poisson: -107.505 valid_0's tweedie: 49.4645
[86] valid_0's poisson: -107.524 valid_0's tweedie: 49.4564
[87] valid_0's poisson: -107.545 valid_0's tweedie: 49.4495
[88] valid_0's poisson: -107.567 valid_0's tweedie: 49.4417
[89] valid_0's poisson: -107.585 valid_0's tweedie: 49.4353
[90] valid_0's poisson: -107.602 valid_0's tweedie: 49.429
[91] valid_0's poisson: -107.618 valid_0's tweedie: 49.4222
[92] valid_0's poisson: -107.642 valid_0's tweedie: 49.4136
[93] valid_0's poisson: -107.659 valid_0's tweedie: 49.4057
[94] valid_0's poisson: -107.674 valid_0's tweedie: 49.3992
[95] valid_0's poisson: -107.691 valid_0's tweedie: 49.3937
[96] valid_0's poisson: -107.718 valid_0's tweedie: 49.3855
[97] valid_0's poisson: -107.73 valid_0's tweedie: 49.3792
[98] valid_0's poisson: -107.747 valid_0's tweedie: 49.3737
[99] valid_0's poisson: -107.763 valid_0's tweedie: 49.3682
[100] valid_0's poisson: -107.775 valid_0's tweedie: 49.3622
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.6103 valid_0's tweedie: 56.1601
[2] valid_0's poisson: -89.8906 valid_0's tweedie: 55.7193
[3] valid_0's poisson: -91.0328 valid_0's tweedie: 55.3224
[4] valid_0's poisson: -92.051 valid_0's tweedie: 54.9661
[5] valid_0's poisson: -92.959 valid_0's tweedie: 54.6483
[6] valid_0's poisson: -93.8176 valid_0's tweedie: 54.3433
[7] valid_0's poisson: -94.5922 valid_0's tweedie: 54.0664
[8] valid_0's poisson: -95.3037 valid_0's tweedie: 53.8141
[9] valid_0's poisson: -95.9666 valid_0's tweedie: 53.5792
[10] valid_0's poisson: -96.5701 valid_0's tweedie: 53.3581
[11] valid_0's poisson: -97.1841 valid_0's tweedie: 53.144
[12] valid_0's poisson: -97.7228 valid_0's tweedie: 52.953
[13] valid_0's poisson: -98.2363 valid_0's tweedie: 52.7738
[14] valid_0's poisson: -98.7332 valid_0's tweedie: 52.6013
[15] valid_0's poisson: -99.1413 valid_0's tweedie: 52.4471
[16] valid_0's poisson: -99.5972 valid_0's tweedie: 52.284
[17] valid_0's poisson: -100.011 valid_0's tweedie: 52.1449
[18] valid_0's poisson: -100.345 valid_0's tweedie: 52.0238
[19] valid_0's poisson: -100.687 valid_0's tweedie: 51.904
[20] valid_0's poisson: -101.021 valid_0's tweedie: 51.7856
[21] valid_0's poisson: -101.371 valid_0's tweedie: 51.6602
[22] valid_0's poisson: -101.676 valid_0's tweedie: 51.5557
[23] valid_0's poisson: -101.916 valid_0's tweedie: 51.4611
[24] valid_0's poisson: -102.208 valid_0's tweedie: 51.3564
[25] valid_0's poisson: -102.463 valid_0's tweedie: 51.2685
[26] valid_0's poisson: -102.703 valid_0's tweedie: 51.1872
[27] valid_0's poisson: -102.914 valid_0's tweedie: 51.1068
[28] valid_0's poisson: -103.131 valid_0's tweedie: 51.0282
[29] valid_0's poisson: -103.332 valid_0's tweedie: 50.9594
[30] valid_0's poisson: -103.513 valid_0's tweedie: 50.8897
[31] valid_0's poisson: -103.707 valid_0's tweedie: 50.8195
[32] valid_0's poisson: -103.885 valid_0's tweedie: 50.7578
[33] valid_0's poisson: -104.048 valid_0's tweedie: 50.699
[34] valid_0's poisson: -104.196 valid_0's tweedie: 50.6478
[35] valid_0's poisson: -104.337 valid_0's tweedie: 50.5927
[36] valid_0's poisson: -104.515 valid_0's tweedie: 50.5355
[37] valid_0's poisson: -104.662 valid_0's tweedie: 50.4819
[38] valid_0's poisson: -104.798 valid_0's tweedie: 50.434
[39] valid_0's poisson: -104.936 valid_0's tweedie: 50.3855
[40] valid_0's poisson: -105.056 valid_0's tweedie: 50.3427
[41] valid_0's poisson: -105.17 valid_0's tweedie: 50.3008
[42] valid_0's poisson: -105.287 valid_0's tweedie: 50.2598
[43] valid_0's poisson: -105.398 valid_0's tweedie: 50.2205
[44] valid_0's poisson: -105.49 valid_0's tweedie: 50.1884
[45] valid_0's poisson: -105.589 valid_0's tweedie: 50.1528
[46] valid_0's poisson: -105.68 valid_0's tweedie: 50.1194
[47] valid_0's poisson: -105.785 valid_0's tweedie: 50.0855
[48] valid_0's poisson: -105.862 valid_0's tweedie: 50.0578
[49] valid_0's poisson: -105.944 valid_0's tweedie: 50.028
[50] valid_0's poisson: -106.016 valid_0's tweedie: 49.9979
[51] valid_0's poisson: -106.093 valid_0's tweedie: 49.9715
[52] valid_0's poisson: -106.17 valid_0's tweedie: 49.9441
[53] valid_0's poisson: -106.234 valid_0's tweedie: 49.9201
[54] valid_0's poisson: -106.301 valid_0's tweedie: 49.8965
[55] valid_0's poisson: -106.37 valid_0's tweedie: 49.8717
[56] valid_0's poisson: -106.436 valid_0's tweedie: 49.848
[57] valid_0's poisson: -106.493 valid_0's tweedie: 49.8278
[58] valid_0's poisson: -106.556 valid_0's tweedie: 49.8064
[59] valid_0's poisson: -106.603 valid_0's tweedie: 49.7901
[60] valid_0's poisson: -106.647 valid_0's tweedie: 49.7743
[61] valid_0's poisson: -106.692 valid_0's tweedie: 49.7559
[62] valid_0's poisson: -106.743 valid_0's tweedie: 49.7388
[63] valid_0's poisson: -106.794 valid_0's tweedie: 49.7211
[64] valid_0's poisson: -106.837 valid_0's tweedie: 49.7059
[65] valid_0's poisson: -106.887 valid_0's tweedie: 49.6893
[66] valid_0's poisson: -106.925 valid_0's tweedie: 49.6739
[67] valid_0's poisson: -106.975 valid_0's tweedie: 49.6564
[68] valid_0's poisson: -107.01 valid_0's tweedie: 49.6436
[69] valid_0's poisson: -107.042 valid_0's tweedie: 49.6302
[70] valid_0's poisson: -107.081 valid_0's tweedie: 49.6166
[71] valid_0's poisson: -107.117 valid_0's tweedie: 49.6039
[72] valid_0's poisson: -107.163 valid_0's tweedie: 49.5874
[73] valid_0's poisson: -107.204 valid_0's tweedie: 49.5731
[74] valid_0's poisson: -107.235 valid_0's tweedie: 49.5622
[75] valid_0's poisson: -107.266 valid_0's tweedie: 49.5507
[76] valid_0's poisson: -107.293 valid_0's tweedie: 49.5406
[77] valid_0's poisson: -107.325 valid_0's tweedie: 49.5297
[78] valid_0's poisson: -107.356 valid_0's tweedie: 49.5194
[79] valid_0's poisson: -107.383 valid_0's tweedie: 49.5095
[80] valid_0's poisson: -107.416 valid_0's tweedie: 49.4978
[81] valid_0's poisson: -107.44 valid_0's tweedie: 49.4888
[82] valid_0's poisson: -107.46 valid_0's tweedie: 49.4799
[83] valid_0's poisson: -107.489 valid_0's tweedie: 49.4698
[84] valid_0's poisson: -107.513 valid_0's tweedie: 49.4612
[85] valid_0's poisson: -107.536 valid_0's tweedie: 49.4531
[86] valid_0's poisson: -107.552 valid_0's tweedie: 49.4473
[87] valid_0's poisson: -107.579 valid_0's tweedie: 49.4343
[88] valid_0's poisson: -107.601 valid_0's tweedie: 49.4263
[89] valid_0's poisson: -107.62 valid_0's tweedie: 49.4198
[90] valid_0's poisson: -107.644 valid_0's tweedie: 49.4118
[91] valid_0's poisson: -107.658 valid_0's tweedie: 49.4053
[92] valid_0's poisson: -107.676 valid_0's tweedie: 49.3993
[93] valid_0's poisson: -107.688 valid_0's tweedie: 49.3928
[94] valid_0's poisson: -107.716 valid_0's tweedie: 49.3845
[95] valid_0's poisson: -107.73 valid_0's tweedie: 49.3793
[96] valid_0's poisson: -107.743 valid_0's tweedie: 49.3744
[97] valid_0's poisson: -107.756 valid_0's tweedie: 49.3681
[98] valid_0's poisson: -107.778 valid_0's tweedie: 49.3577
[99] valid_0's poisson: -107.789 valid_0's tweedie: 49.3529
[100] valid_0's poisson: -107.8 valid_0's tweedie: 49.3479
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5977 valid_0's tweedie: 56.1649
[2] valid_0's poisson: -89.8633 valid_0's tweedie: 55.7295
[3] valid_0's poisson: -90.9989 valid_0's tweedie: 55.3354
[4] valid_0's poisson: -92.0106 valid_0's tweedie: 54.9843
[5] valid_0's poisson: -92.9567 valid_0's tweedie: 54.6517
[6] valid_0's poisson: -93.8077 valid_0's tweedie: 54.3488
[7] valid_0's poisson: -94.5972 valid_0's tweedie: 54.0715
[8] valid_0's poisson: -95.316 valid_0's tweedie: 53.8137
[9] valid_0's poisson: -95.9521 valid_0's tweedie: 53.5873
[10] valid_0's poisson: -96.5572 valid_0's tweedie: 53.3667
[11] valid_0's poisson: -97.1272 valid_0's tweedie: 53.161
[12] valid_0's poisson: -97.6492 valid_0's tweedie: 52.9751
[13] valid_0's poisson: -98.1849 valid_0's tweedie: 52.7886
[14] valid_0's poisson: -98.6851 valid_0's tweedie: 52.6102
[15] valid_0's poisson: -99.1589 valid_0's tweedie: 52.45
[16] valid_0's poisson: -99.5852 valid_0's tweedie: 52.3011
[17] valid_0's poisson: -99.9813 valid_0's tweedie: 52.1665
[18] valid_0's poisson: -100.331 valid_0's tweedie: 52.0373
[19] valid_0's poisson: -100.702 valid_0's tweedie: 51.9035
[20] valid_0's poisson: -101.063 valid_0's tweedie: 51.7766
[21] valid_0's poisson: -101.386 valid_0's tweedie: 51.667
[22] valid_0's poisson: -101.661 valid_0's tweedie: 51.5611
[23] valid_0's poisson: -101.956 valid_0's tweedie: 51.4542
[24] valid_0's poisson: -102.23 valid_0's tweedie: 51.3601
[25] valid_0's poisson: -102.481 valid_0's tweedie: 51.2751
[26] valid_0's poisson: -102.695 valid_0's tweedie: 51.1927
[27] valid_0's poisson: -102.925 valid_0's tweedie: 51.1085
[28] valid_0's poisson: -103.144 valid_0's tweedie: 51.034
[29] valid_0's poisson: -103.315 valid_0's tweedie: 50.9643
[30] valid_0's poisson: -103.524 valid_0's tweedie: 50.8903
[31] valid_0's poisson: -103.719 valid_0's tweedie: 50.8221
[32] valid_0's poisson: -103.891 valid_0's tweedie: 50.7589
[33] valid_0's poisson: -104.067 valid_0's tweedie: 50.7015
[34] valid_0's poisson: -104.23 valid_0's tweedie: 50.6415
[35] valid_0's poisson: -104.378 valid_0's tweedie: 50.5874
[36] valid_0's poisson: -104.545 valid_0's tweedie: 50.5336
[37] valid_0's poisson: -104.678 valid_0's tweedie: 50.4866
[38] valid_0's poisson: -104.817 valid_0's tweedie: 50.437
[39] valid_0's poisson: -104.93 valid_0's tweedie: 50.3891
[40] valid_0's poisson: -105.06 valid_0's tweedie: 50.3436
[41] valid_0's poisson: -105.179 valid_0's tweedie: 50.3017
[42] valid_0's poisson: -105.286 valid_0's tweedie: 50.2622
[43] valid_0's poisson: -105.386 valid_0's tweedie: 50.2269
[44] valid_0's poisson: -105.495 valid_0's tweedie: 50.1878
[45] valid_0's poisson: -105.593 valid_0's tweedie: 50.1551
[46] valid_0's poisson: -105.675 valid_0's tweedie: 50.1211
[47] valid_0's poisson: -105.769 valid_0's tweedie: 50.0873
[48] valid_0's poisson: -105.846 valid_0's tweedie: 50.0595
[49] valid_0's poisson: -105.936 valid_0's tweedie: 50.0273
[50] valid_0's poisson: -106.019 valid_0's tweedie: 49.9983
[51] valid_0's poisson: -106.097 valid_0's tweedie: 49.9706
[52] valid_0's poisson: -106.172 valid_0's tweedie: 49.9441
[53] valid_0's poisson: -106.247 valid_0's tweedie: 49.9172
[54] valid_0's poisson: -106.308 valid_0's tweedie: 49.8961
[55] valid_0's poisson: -106.375 valid_0's tweedie: 49.8725
[56] valid_0's poisson: -106.426 valid_0's tweedie: 49.8537
[57] valid_0's poisson: -106.487 valid_0's tweedie: 49.8311
[58] valid_0's poisson: -106.542 valid_0's tweedie: 49.8075
[59] valid_0's poisson: -106.604 valid_0's tweedie: 49.7858
[60] valid_0's poisson: -106.651 valid_0's tweedie: 49.7673
[61] valid_0's poisson: -106.703 valid_0's tweedie: 49.7491
[62] valid_0's poisson: -106.744 valid_0's tweedie: 49.7339
[63] valid_0's poisson: -106.794 valid_0's tweedie: 49.7163
[64] valid_0's poisson: -106.843 valid_0's tweedie: 49.6995
[65] valid_0's poisson: -106.894 valid_0's tweedie: 49.6822
[66] valid_0's poisson: -106.941 valid_0's tweedie: 49.6666
[67] valid_0's poisson: -106.981 valid_0's tweedie: 49.6522
[68] valid_0's poisson: -107.02 valid_0's tweedie: 49.6393
[69] valid_0's poisson: -107.054 valid_0's tweedie: 49.6263
[70] valid_0's poisson: -107.094 valid_0's tweedie: 49.6132
[71] valid_0's poisson: -107.129 valid_0's tweedie: 49.6009
[72] valid_0's poisson: -107.158 valid_0's tweedie: 49.5888
[73] valid_0's poisson: -107.187 valid_0's tweedie: 49.5779
[74] valid_0's poisson: -107.227 valid_0's tweedie: 49.5639
[75] valid_0's poisson: -107.25 valid_0's tweedie: 49.554
[76] valid_0's poisson: -107.282 valid_0's tweedie: 49.5426
[77] valid_0's poisson: -107.316 valid_0's tweedie: 49.5312
[78] valid_0's poisson: -107.344 valid_0's tweedie: 49.522
[79] valid_0's poisson: -107.367 valid_0's tweedie: 49.5135
[80] valid_0's poisson: -107.396 valid_0's tweedie: 49.5031
[81] valid_0's poisson: -107.42 valid_0's tweedie: 49.494
[82] valid_0's poisson: -107.445 valid_0's tweedie: 49.4853
[83] valid_0's poisson: -107.462 valid_0's tweedie: 49.4777
[84] valid_0's poisson: -107.492 valid_0's tweedie: 49.4672
[85] valid_0's poisson: -107.509 valid_0's tweedie: 49.4608
[86] valid_0's poisson: -107.528 valid_0's tweedie: 49.4534
[87] valid_0's poisson: -107.552 valid_0's tweedie: 49.4453
[88] valid_0's poisson: -107.577 valid_0's tweedie: 49.4368
[89] valid_0's poisson: -107.607 valid_0's tweedie: 49.4274
[90] valid_0's poisson: -107.62 valid_0's tweedie: 49.4214
[91] valid_0's poisson: -107.636 valid_0's tweedie: 49.4154
[92] valid_0's poisson: -107.652 valid_0's tweedie: 49.4094
[93] valid_0's poisson: -107.669 valid_0's tweedie: 49.4033
[94] valid_0's poisson: -107.685 valid_0's tweedie: 49.3974
[95] valid_0's poisson: -107.708 valid_0's tweedie: 49.3895
[96] valid_0's poisson: -107.721 valid_0's tweedie: 49.3829
[97] valid_0's poisson: -107.749 valid_0's tweedie: 49.3731
[98] valid_0's poisson: -107.77 valid_0's tweedie: 49.3626
[99] valid_0's poisson: -107.782 valid_0's tweedie: 49.357
[100] valid_0's poisson: -107.803 valid_0's tweedie: 49.3501
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.6011 valid_0's tweedie: 56.1631
[2] valid_0's poisson: -89.8646 valid_0's tweedie: 55.728
[3] valid_0's poisson: -91.0016 valid_0's tweedie: 55.3332
[4] valid_0's poisson: -92.0105 valid_0's tweedie: 54.9827
[5] valid_0's poisson: -92.955 valid_0's tweedie: 54.6501
[6] valid_0's poisson: -93.8157 valid_0's tweedie: 54.3453
[7] valid_0's poisson: -94.5773 valid_0's tweedie: 54.0764
[8] valid_0's poisson: -95.294 valid_0's tweedie: 53.8173
[9] valid_0's poisson: -95.9542 valid_0's tweedie: 53.5836
[10] valid_0's poisson: -96.6146 valid_0's tweedie: 53.3534
[11] valid_0's poisson: -97.1748 valid_0's tweedie: 53.1469
[12] valid_0's poisson: -97.7097 valid_0's tweedie: 52.9573
[13] valid_0's poisson: -98.2283 valid_0's tweedie: 52.7762
[14] valid_0's poisson: -98.6679 valid_0's tweedie: 52.6116
[15] valid_0's poisson: -99.1142 valid_0's tweedie: 52.4615
[16] valid_0's poisson: -99.5751 valid_0's tweedie: 52.2969
[17] valid_0's poisson: -99.9264 valid_0's tweedie: 52.1648
[18] valid_0's poisson: -100.306 valid_0's tweedie: 52.0354
[19] valid_0's poisson: -100.632 valid_0's tweedie: 51.9149
[20] valid_0's poisson: -100.97 valid_0's tweedie: 51.8044
[21] valid_0's poisson: -101.31 valid_0's tweedie: 51.6819
[22] valid_0's poisson: -101.628 valid_0's tweedie: 51.5696
[23] valid_0's poisson: -101.867 valid_0's tweedie: 51.4741
[24] valid_0's poisson: -102.14 valid_0's tweedie: 51.3808
[25] valid_0's poisson: -102.411 valid_0's tweedie: 51.2827
[26] valid_0's poisson: -102.653 valid_0's tweedie: 51.2003
[27] valid_0's poisson: -102.857 valid_0's tweedie: 51.1218
[28] valid_0's poisson: -103.075 valid_0's tweedie: 51.0481
[29] valid_0's poisson: -103.277 valid_0's tweedie: 50.978
[30] valid_0's poisson: -103.453 valid_0's tweedie: 50.9095
[31] valid_0's poisson: -103.647 valid_0's tweedie: 50.8405
[32] valid_0's poisson: -103.83 valid_0's tweedie: 50.774
[33] valid_0's poisson: -104.013 valid_0's tweedie: 50.7105
[34] valid_0's poisson: -104.177 valid_0's tweedie: 50.6513
[35] valid_0's poisson: -104.336 valid_0's tweedie: 50.5961
[36] valid_0's poisson: -104.488 valid_0's tweedie: 50.5415
[37] valid_0's poisson: -104.629 valid_0's tweedie: 50.491
[38] valid_0's poisson: -104.77 valid_0's tweedie: 50.4408
[39] valid_0's poisson: -104.902 valid_0's tweedie: 50.3948
[40] valid_0's poisson: -105.029 valid_0's tweedie: 50.3507
[41] valid_0's poisson: -105.138 valid_0's tweedie: 50.3131
[42] valid_0's poisson: -105.254 valid_0's tweedie: 50.2716
[43] valid_0's poisson: -105.369 valid_0's tweedie: 50.2303
[44] valid_0's poisson: -105.464 valid_0's tweedie: 50.197
[45] valid_0's poisson: -105.557 valid_0's tweedie: 50.1589
[46] valid_0's poisson: -105.655 valid_0's tweedie: 50.124
[47] valid_0's poisson: -105.748 valid_0's tweedie: 50.0914
[48] valid_0's poisson: -105.833 valid_0's tweedie: 50.0625
[49] valid_0's poisson: -105.919 valid_0's tweedie: 50.0313
[50] valid_0's poisson: -105.997 valid_0's tweedie: 50.004
[51] valid_0's poisson: -106.076 valid_0's tweedie: 49.9766
[52] valid_0's poisson: -106.146 valid_0's tweedie: 49.9497
[53] valid_0's poisson: -106.213 valid_0's tweedie: 49.9214
[54] valid_0's poisson: -106.292 valid_0's tweedie: 49.8954
[55] valid_0's poisson: -106.353 valid_0's tweedie: 49.8731
[56] valid_0's poisson: -106.417 valid_0's tweedie: 49.8509
[57] valid_0's poisson: -106.479 valid_0's tweedie: 49.8301
[58] valid_0's poisson: -106.533 valid_0's tweedie: 49.8104
[59] valid_0's poisson: -106.587 valid_0's tweedie: 49.79
[60] valid_0's poisson: -106.652 valid_0's tweedie: 49.7675
[61] valid_0's poisson: -106.707 valid_0's tweedie: 49.7479
[62] valid_0's poisson: -106.752 valid_0's tweedie: 49.7298
[63] valid_0's poisson: -106.799 valid_0's tweedie: 49.7135
[64] valid_0's poisson: -106.839 valid_0's tweedie: 49.6995
[65] valid_0's poisson: -106.887 valid_0's tweedie: 49.6826
[66] valid_0's poisson: -106.928 valid_0's tweedie: 49.6683
[67] valid_0's poisson: -106.966 valid_0's tweedie: 49.6529
[68] valid_0's poisson: -107.012 valid_0's tweedie: 49.6376
[69] valid_0's poisson: -107.049 valid_0's tweedie: 49.6245
[70] valid_0's poisson: -107.091 valid_0's tweedie: 49.6101
[71] valid_0's poisson: -107.128 valid_0's tweedie: 49.5968
[72] valid_0's poisson: -107.173 valid_0's tweedie: 49.5818
[73] valid_0's poisson: -107.202 valid_0's tweedie: 49.5713
[74] valid_0's poisson: -107.237 valid_0's tweedie: 49.5595
[75] valid_0's poisson: -107.267 valid_0's tweedie: 49.5492
[76] valid_0's poisson: -107.294 valid_0's tweedie: 49.5377
[77] valid_0's poisson: -107.321 valid_0's tweedie: 49.5286
[78] valid_0's poisson: -107.351 valid_0's tweedie: 49.518
[79] valid_0's poisson: -107.38 valid_0's tweedie: 49.5083
[80] valid_0's poisson: -107.407 valid_0's tweedie: 49.4988
[81] valid_0's poisson: -107.428 valid_0's tweedie: 49.4907
[82] valid_0's poisson: -107.45 valid_0's tweedie: 49.4828
[83] valid_0's poisson: -107.471 valid_0's tweedie: 49.4739
[84] valid_0's poisson: -107.5 valid_0's tweedie: 49.4639
[85] valid_0's poisson: -107.529 valid_0's tweedie: 49.4542
[86] valid_0's poisson: -107.55 valid_0's tweedie: 49.4468
[87] valid_0's poisson: -107.566 valid_0's tweedie: 49.4404
[88] valid_0's poisson: -107.589 valid_0's tweedie: 49.4325
[89] valid_0's poisson: -107.608 valid_0's tweedie: 49.425
[90] valid_0's poisson: -107.639 valid_0's tweedie: 49.4159
[91] valid_0's poisson: -107.666 valid_0's tweedie: 49.4033
[92] valid_0's poisson: -107.682 valid_0's tweedie: 49.3969
[93] valid_0's poisson: -107.698 valid_0's tweedie: 49.3911
[94] valid_0's poisson: -107.712 valid_0's tweedie: 49.386
[95] valid_0's poisson: -107.727 valid_0's tweedie: 49.3803
[96] valid_0's poisson: -107.748 valid_0's tweedie: 49.3734
[97] valid_0's poisson: -107.761 valid_0's tweedie: 49.3668
[98] valid_0's poisson: -107.775 valid_0's tweedie: 49.3609
[99] valid_0's poisson: -107.785 valid_0's tweedie: 49.3557
[100] valid_0's poisson: -107.799 valid_0's tweedie: 49.3511
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -88.5941 valid_0's tweedie: 56.1665
[2] valid_0's poisson: -89.8629 valid_0's tweedie: 55.7304
[3] valid_0's poisson: -90.9916 valid_0's tweedie: 55.3397
[4] valid_0's poisson: -92.007 valid_0's tweedie: 54.9875
[5] valid_0's poisson: -92.9597 valid_0's tweedie: 54.6526
[6] valid_0's poisson: -93.8185 valid_0's tweedie: 54.3488
[7] valid_0's poisson: -94.5859 valid_0's tweedie: 54.0784
[8] valid_0's poisson: -95.3051 valid_0's tweedie: 53.8195
[9] valid_0's poisson: -95.9461 valid_0's tweedie: 53.5916
[10] valid_0's poisson: -96.5525 valid_0's tweedie: 53.3697
[11] valid_0's poisson: -97.1081 valid_0's tweedie: 53.172
[12] valid_0's poisson: -97.685 valid_0's tweedie: 52.9707
[13] valid_0's poisson: -98.1986 valid_0's tweedie: 52.7912
[14] valid_0's poisson: -98.6985 valid_0's tweedie: 52.6126
[15] valid_0's poisson: -99.1576 valid_0's tweedie: 52.4571
[16] valid_0's poisson: -99.5553 valid_0's tweedie: 52.3062
[17] valid_0's poisson: -99.9521 valid_0's tweedie: 52.1726
[18] valid_0's poisson: -100.285 valid_0's tweedie: 52.0465
[19] valid_0's poisson: -100.667 valid_0's tweedie: 51.9093
[20] valid_0's poisson: -101 valid_0's tweedie: 51.7953
[21] valid_0's poisson: -101.289 valid_0's tweedie: 51.6882
[22] valid_0's poisson: -101.58 valid_0's tweedie: 51.5893
[23] valid_0's poisson: -101.877 valid_0's tweedie: 51.4818
[24] valid_0's poisson: -102.169 valid_0's tweedie: 51.3788
[25] valid_0's poisson: -102.399 valid_0's tweedie: 51.2943
[26] valid_0's poisson: -102.638 valid_0's tweedie: 51.2128
[27] valid_0's poisson: -102.841 valid_0's tweedie: 51.1344
[28] valid_0's poisson: -103.067 valid_0's tweedie: 51.053
[29] valid_0's poisson: -103.275 valid_0's tweedie: 50.9771
[30] valid_0's poisson: -103.508 valid_0's tweedie: 50.9021
[31] valid_0's poisson: -103.691 valid_0's tweedie: 50.839
[32] valid_0's poisson: -103.869 valid_0's tweedie: 50.7736
[33] valid_0's poisson: -104.044 valid_0's tweedie: 50.711
[34] valid_0's poisson: -104.213 valid_0's tweedie: 50.6515
[35] valid_0's poisson: -104.365 valid_0's tweedie: 50.5956
[36] valid_0's poisson: -104.491 valid_0's tweedie: 50.5423
[37] valid_0's poisson: -104.654 valid_0's tweedie: 50.4899
[38] valid_0's poisson: -104.784 valid_0's tweedie: 50.4421
[39] valid_0's poisson: -104.906 valid_0's tweedie: 50.3993
[40] valid_0's poisson: -105.036 valid_0's tweedie: 50.3535
[41] valid_0's poisson: -105.134 valid_0's tweedie: 50.313
[42] valid_0's poisson: -105.249 valid_0's tweedie: 50.2726
[43] valid_0's poisson: -105.357 valid_0's tweedie: 50.2342
[44] valid_0's poisson: -105.45 valid_0's tweedie: 50.2006
[45] valid_0's poisson: -105.555 valid_0's tweedie: 50.1631
[46] valid_0's poisson: -105.656 valid_0's tweedie: 50.1268
[47] valid_0's poisson: -105.748 valid_0's tweedie: 50.0946
[48] valid_0's poisson: -105.829 valid_0's tweedie: 50.0664
[49] valid_0's poisson: -105.914 valid_0's tweedie: 50.0365
[50] valid_0's poisson: -105.994 valid_0's tweedie: 50.0066
[51] valid_0's poisson: -106.075 valid_0's tweedie: 49.9777
[52] valid_0's poisson: -106.143 valid_0's tweedie: 49.9536
[53] valid_0's poisson: -106.216 valid_0's tweedie: 49.9282
[54] valid_0's poisson: -106.277 valid_0's tweedie: 49.9059
[55] valid_0's poisson: -106.346 valid_0's tweedie: 49.8822
[56] valid_0's poisson: -106.421 valid_0's tweedie: 49.8563
[57] valid_0's poisson: -106.478 valid_0's tweedie: 49.8356
[58] valid_0's poisson: -106.539 valid_0's tweedie: 49.8144
[59] valid_0's poisson: -106.596 valid_0's tweedie: 49.7942
[60] valid_0's poisson: -106.644 valid_0's tweedie: 49.7749
[61] valid_0's poisson: -106.689 valid_0's tweedie: 49.7584
[62] valid_0's poisson: -106.743 valid_0's tweedie: 49.74
[63] valid_0's poisson: -106.797 valid_0's tweedie: 49.7219
[64] valid_0's poisson: -106.84 valid_0's tweedie: 49.7065
[65] valid_0's poisson: -106.882 valid_0's tweedie: 49.6917
[66] valid_0's poisson: -106.92 valid_0's tweedie: 49.676
[67] valid_0's poisson: -106.965 valid_0's tweedie: 49.661
[68] valid_0's poisson: -107.016 valid_0's tweedie: 49.6446
[69] valid_0's poisson: -107.05 valid_0's tweedie: 49.6314
[70] valid_0's poisson: -107.082 valid_0's tweedie: 49.6197
[71] valid_0's poisson: -107.123 valid_0's tweedie: 49.6012
[72] valid_0's poisson: -107.16 valid_0's tweedie: 49.5883
[73] valid_0's poisson: -107.187 valid_0's tweedie: 49.5782
[74] valid_0's poisson: -107.223 valid_0's tweedie: 49.5651
[75] valid_0's poisson: -107.259 valid_0's tweedie: 49.5525
[76] valid_0's poisson: -107.29 valid_0's tweedie: 49.5414
[77] valid_0's poisson: -107.319 valid_0's tweedie: 49.5316
[78] valid_0's poisson: -107.345 valid_0's tweedie: 49.5207
[79] valid_0's poisson: -107.372 valid_0's tweedie: 49.5112
[80] valid_0's poisson: -107.404 valid_0's tweedie: 49.4964
[81] valid_0's poisson: -107.427 valid_0's tweedie: 49.488
[82] valid_0's poisson: -107.458 valid_0's tweedie: 49.4769
[83] valid_0's poisson: -107.484 valid_0's tweedie: 49.4676
[84] valid_0's poisson: -107.505 valid_0's tweedie: 49.4596
[85] valid_0's poisson: -107.527 valid_0's tweedie: 49.4523
[86] valid_0's poisson: -107.546 valid_0's tweedie: 49.444
[87] valid_0's poisson: -107.572 valid_0's tweedie: 49.4354
[88] valid_0's poisson: -107.598 valid_0's tweedie: 49.4265
[89] valid_0's poisson: -107.616 valid_0's tweedie: 49.4199
[90] valid_0's poisson: -107.634 valid_0's tweedie: 49.4133
[91] valid_0's poisson: -107.652 valid_0's tweedie: 49.4069
[92] valid_0's poisson: -107.667 valid_0's tweedie: 49.3997
[93] valid_0's poisson: -107.689 valid_0's tweedie: 49.3922
[94] valid_0's poisson: -107.704 valid_0's tweedie: 49.3865
[95] valid_0's poisson: -107.726 valid_0's tweedie: 49.3776
[96] valid_0's poisson: -107.748 valid_0's tweedie: 49.3671
[97] valid_0's poisson: -107.762 valid_0's tweedie: 49.3609
[98] valid_0's poisson: -107.784 valid_0's tweedie: 49.3534
[99] valid_0's poisson: -107.794 valid_0's tweedie: 49.3479
[100] valid_0's poisson: -107.812 valid_0's tweedie: 49.3421
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7073 valid_0's tweedie: 34.6755
[2] valid_0's poisson: -88.2276 valid_0's tweedie: 34.5511
[3] valid_0's poisson: -88.732 valid_0's tweedie: 34.4304
[4] valid_0's poisson: -89.2249 valid_0's tweedie: 34.3123
[5] valid_0's poisson: -89.7072 valid_0's tweedie: 34.1966
[6] valid_0's poisson: -90.176 valid_0's tweedie: 34.084
[7] valid_0's poisson: -90.6318 valid_0's tweedie: 33.9744
[8] valid_0's poisson: -91.0768 valid_0's tweedie: 33.8672
[9] valid_0's poisson: -91.5132 valid_0's tweedie: 33.762
[10] valid_0's poisson: -91.9383 valid_0's tweedie: 33.6594
[11] valid_0's poisson: -92.3477 valid_0's tweedie: 33.5604
[12] valid_0's poisson: -92.7466 valid_0's tweedie: 33.4638
[13] valid_0's poisson: -93.1343 valid_0's tweedie: 33.3697
[14] valid_0's poisson: -93.5165 valid_0's tweedie: 33.2768
[15] valid_0's poisson: -93.8849 valid_0's tweedie: 33.1871
[16] valid_0's poisson: -94.2472 valid_0's tweedie: 33.0989
[17] valid_0's poisson: -94.5978 valid_0's tweedie: 33.0132
[18] valid_0's poisson: -94.9414 valid_0's tweedie: 32.9292
[19] valid_0's poisson: -95.2743 valid_0's tweedie: 32.8476
[20] valid_0's poisson: -95.6016 valid_0's tweedie: 32.7673
[21] valid_0's poisson: -95.9172 valid_0's tweedie: 32.6896
[22] valid_0's poisson: -96.2267 valid_0's tweedie: 32.6134
[23] valid_0's poisson: -96.529 valid_0's tweedie: 32.5388
[24] valid_0's poisson: -96.8207 valid_0's tweedie: 32.4666
[25] valid_0's poisson: -97.1071 valid_0's tweedie: 32.3956
[26] valid_0's poisson: -97.3843 valid_0's tweedie: 32.3268
[27] valid_0's poisson: -97.6551 valid_0's tweedie: 32.2594
[28] valid_0's poisson: -97.9181 valid_0's tweedie: 32.1937
[29] valid_0's poisson: -98.1759 valid_0's tweedie: 32.1294
[30] valid_0's poisson: -98.4336 valid_0's tweedie: 32.0651
[31] valid_0's poisson: -98.6765 valid_0's tweedie: 32.0041
[32] valid_0's poisson: -98.9136 valid_0's tweedie: 31.9444
[33] valid_0's poisson: -99.1464 valid_0's tweedie: 31.8858
[34] valid_0's poisson: -99.3765 valid_0's tweedie: 31.828
[35] valid_0's poisson: -99.6056 valid_0's tweedie: 31.7703
[36] valid_0's poisson: -99.8188 valid_0's tweedie: 31.7162
[37] valid_0's poisson: -100.027 valid_0's tweedie: 31.6632
[38] valid_0's poisson: -100.24 valid_0's tweedie: 31.6094
[39] valid_0's poisson: -100.434 valid_0's tweedie: 31.5596
[40] valid_0's poisson: -100.63 valid_0's tweedie: 31.5097
[41] valid_0's poisson: -100.826 valid_0's tweedie: 31.4598
[42] valid_0's poisson: -101.009 valid_0's tweedie: 31.4128
[43] valid_0's poisson: -101.195 valid_0's tweedie: 31.3651
[44] valid_0's poisson: -101.365 valid_0's tweedie: 31.3211
[45] valid_0's poisson: -101.532 valid_0's tweedie: 31.2776
[46] valid_0's poisson: -101.705 valid_0's tweedie: 31.2331
[47] valid_0's poisson: -101.863 valid_0's tweedie: 31.1919
[48] valid_0's poisson: -102.027 valid_0's tweedie: 31.1494
[49] valid_0's poisson: -102.183 valid_0's tweedie: 31.109
[50] valid_0's poisson: -102.329 valid_0's tweedie: 31.0706
[51] valid_0's poisson: -102.48 valid_0's tweedie: 31.031
[52] valid_0's poisson: -102.623 valid_0's tweedie: 30.9937
[53] valid_0's poisson: -102.769 valid_0's tweedie: 30.9556
[54] valid_0's poisson: -102.901 valid_0's tweedie: 30.9205
[55] valid_0's poisson: -103.04 valid_0's tweedie: 30.8843
[56] valid_0's poisson: -103.165 valid_0's tweedie: 30.8507
[57] valid_0's poisson: -103.296 valid_0's tweedie: 30.8161
[58] valid_0's poisson: -103.415 valid_0's tweedie: 30.7842
[59] valid_0's poisson: -103.541 valid_0's tweedie: 30.7511
[60] valid_0's poisson: -103.656 valid_0's tweedie: 30.7204
[61] valid_0's poisson: -103.766 valid_0's tweedie: 30.691
[62] valid_0's poisson: -103.882 valid_0's tweedie: 30.6602
[63] valid_0's poisson: -103.986 valid_0's tweedie: 30.6318
[64] valid_0's poisson: -104.098 valid_0's tweedie: 30.6021
[65] valid_0's poisson: -104.204 valid_0's tweedie: 30.574
[66] valid_0's poisson: -104.304 valid_0's tweedie: 30.5467
[67] valid_0's poisson: -104.403 valid_0's tweedie: 30.52
[68] valid_0's poisson: -104.503 valid_0's tweedie: 30.493
[69] valid_0's poisson: -104.593 valid_0's tweedie: 30.4686
[70] valid_0's poisson: -104.688 valid_0's tweedie: 30.4428
[71] valid_0's poisson: -104.773 valid_0's tweedie: 30.4195
[72] valid_0's poisson: -104.861 valid_0's tweedie: 30.3954
[73] valid_0's poisson: -104.943 valid_0's tweedie: 30.3728
[74] valid_0's poisson: -105.03 valid_0's tweedie: 30.3491
[75] valid_0's poisson: -105.111 valid_0's tweedie: 30.327
[76] valid_0's poisson: -105.189 valid_0's tweedie: 30.3052
[77] valid_0's poisson: -105.266 valid_0's tweedie: 30.2842
[78] valid_0's poisson: -105.344 valid_0's tweedie: 30.2628
[79] valid_0's poisson: -105.414 valid_0's tweedie: 30.2434
[80] valid_0's poisson: -105.487 valid_0's tweedie: 30.2232
[81] valid_0's poisson: -105.557 valid_0's tweedie: 30.2039
[82] valid_0's poisson: -105.629 valid_0's tweedie: 30.1841
[83] valid_0's poisson: -105.693 valid_0's tweedie: 30.1663
[84] valid_0's poisson: -105.761 valid_0's tweedie: 30.1479
[85] valid_0's poisson: -105.825 valid_0's tweedie: 30.1301
[86] valid_0's poisson: -105.885 valid_0's tweedie: 30.113
[87] valid_0's poisson: -105.949 valid_0's tweedie: 30.0956
[88] valid_0's poisson: -106.014 valid_0's tweedie: 30.0774
[89] valid_0's poisson: -106.07 valid_0's tweedie: 30.0615
[90] valid_0's poisson: -106.133 valid_0's tweedie: 30.0442
[91] valid_0's poisson: -106.193 valid_0's tweedie: 30.0275
[92] valid_0's poisson: -106.253 valid_0's tweedie: 30.011
[93] valid_0's poisson: -106.305 valid_0's tweedie: 29.9963
[94] valid_0's poisson: -106.361 valid_0's tweedie: 29.9807
[95] valid_0's poisson: -106.417 valid_0's tweedie: 29.9654
[96] valid_0's poisson: -106.464 valid_0's tweedie: 29.9518
[97] valid_0's poisson: -106.517 valid_0's tweedie: 29.9372
[98] valid_0's poisson: -106.57 valid_0's tweedie: 29.9227
[99] valid_0's poisson: -106.615 valid_0's tweedie: 29.9094
[100] valid_0's poisson: -106.667 valid_0's tweedie: 29.8953
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7084 valid_0's tweedie: 34.6752
[2] valid_0's poisson: -88.2295 valid_0's tweedie: 34.5507
[3] valid_0's poisson: -88.7374 valid_0's tweedie: 34.4291
[4] valid_0's poisson: -89.2322 valid_0's tweedie: 34.3106
[5] valid_0's poisson: -89.7113 valid_0's tweedie: 34.1957
[6] valid_0's poisson: -90.1781 valid_0's tweedie: 34.0835
[7] valid_0's poisson: -90.6333 valid_0's tweedie: 33.9741
[8] valid_0's poisson: -91.0739 valid_0's tweedie: 33.868
[9] valid_0's poisson: -91.5063 valid_0's tweedie: 33.7637
[10] valid_0's poisson: -91.925 valid_0's tweedie: 33.6625
[11] valid_0's poisson: -92.3365 valid_0's tweedie: 33.5631
[12] valid_0's poisson: -92.7344 valid_0's tweedie: 33.4666
[13] valid_0's poisson: -93.1249 valid_0's tweedie: 33.3719
[14] valid_0's poisson: -93.5035 valid_0's tweedie: 33.2799
[15] valid_0's poisson: -93.8752 valid_0's tweedie: 33.1895
[16] valid_0's poisson: -94.2366 valid_0's tweedie: 33.1013
[17] valid_0's poisson: -94.5867 valid_0's tweedie: 33.0158
[18] valid_0's poisson: -94.9298 valid_0's tweedie: 32.9319
[19] valid_0's poisson: -95.2638 valid_0's tweedie: 32.85
[20] valid_0's poisson: -95.5902 valid_0's tweedie: 32.7699
[21] valid_0's poisson: -95.9104 valid_0's tweedie: 32.6913
[22] valid_0's poisson: -96.2192 valid_0's tweedie: 32.6153
[23] valid_0's poisson: -96.5217 valid_0's tweedie: 32.5407
[24] valid_0's poisson: -96.8152 valid_0's tweedie: 32.468
[25] valid_0's poisson: -97.1023 valid_0's tweedie: 32.3969
[26] valid_0's poisson: -97.3797 valid_0's tweedie: 32.328
[27] valid_0's poisson: -97.6541 valid_0's tweedie: 32.2599
[28] valid_0's poisson: -97.9227 valid_0's tweedie: 32.1931
[29] valid_0's poisson: -98.1766 valid_0's tweedie: 32.1296
[30] valid_0's poisson: -98.4334 valid_0's tweedie: 32.0653
[31] valid_0's poisson: -98.6799 valid_0's tweedie: 32.0036
[32] valid_0's poisson: -98.9187 valid_0's tweedie: 31.9436
[33] valid_0's poisson: -99.1529 valid_0's tweedie: 31.8848
[34] valid_0's poisson: -99.3807 valid_0's tweedie: 31.8275
[35] valid_0's poisson: -99.6071 valid_0's tweedie: 31.7703
[36] valid_0's poisson: -99.8232 valid_0's tweedie: 31.7157
[37] valid_0's poisson: -100.028 valid_0's tweedie: 31.6634
[38] valid_0's poisson: -100.235 valid_0's tweedie: 31.611
[39] valid_0's poisson: -100.439 valid_0's tweedie: 31.5591
[40] valid_0's poisson: -100.632 valid_0's tweedie: 31.5098
[41] valid_0's poisson: -100.822 valid_0's tweedie: 31.4614
[42] valid_0's poisson: -101.01 valid_0's tweedie: 31.4132
[43] valid_0's poisson: -101.189 valid_0's tweedie: 31.3672
[44] valid_0's poisson: -101.368 valid_0's tweedie: 31.3212
[45] valid_0's poisson: -101.537 valid_0's tweedie: 31.2776
[46] valid_0's poisson: -101.706 valid_0's tweedie: 31.2338
[47] valid_0's poisson: -101.866 valid_0's tweedie: 31.1922
[48] valid_0's poisson: -102.019 valid_0's tweedie: 31.1524
[49] valid_0's poisson: -102.181 valid_0's tweedie: 31.1104
[50] valid_0's poisson: -102.327 valid_0's tweedie: 31.0723
[51] valid_0's poisson: -102.481 valid_0's tweedie: 31.0322
[52] valid_0's poisson: -102.624 valid_0's tweedie: 30.9949
[53] valid_0's poisson: -102.765 valid_0's tweedie: 30.9578
[54] valid_0's poisson: -102.898 valid_0's tweedie: 30.9228
[55] valid_0's poisson: -103.031 valid_0's tweedie: 30.8876
[56] valid_0's poisson: -103.162 valid_0's tweedie: 30.8533
[57] valid_0's poisson: -103.289 valid_0's tweedie: 30.8195
[58] valid_0's poisson: -103.413 valid_0's tweedie: 30.7868
[59] valid_0's poisson: -103.534 valid_0's tweedie: 30.7548
[60] valid_0's poisson: -103.653 valid_0's tweedie: 30.7232
[61] valid_0's poisson: -103.766 valid_0's tweedie: 30.693
[62] valid_0's poisson: -103.878 valid_0's tweedie: 30.6629
[63] valid_0's poisson: -103.987 valid_0's tweedie: 30.6339
[64] valid_0's poisson: -104.093 valid_0's tweedie: 30.6052
[65] valid_0's poisson: -104.194 valid_0's tweedie: 30.5781
[66] valid_0's poisson: -104.3 valid_0's tweedie: 30.5496
[67] valid_0's poisson: -104.393 valid_0's tweedie: 30.5242
[68] valid_0's poisson: -104.493 valid_0's tweedie: 30.4973
[69] valid_0's poisson: -104.581 valid_0's tweedie: 30.4731
[70] valid_0's poisson: -104.677 valid_0's tweedie: 30.4472
[71] valid_0's poisson: -104.764 valid_0's tweedie: 30.4235
[72] valid_0's poisson: -104.857 valid_0's tweedie: 30.3983
[73] valid_0's poisson: -104.937 valid_0's tweedie: 30.3763
[74] valid_0's poisson: -105.023 valid_0's tweedie: 30.3527
[75] valid_0's poisson: -105.099 valid_0's tweedie: 30.3314
[76] valid_0's poisson: -105.181 valid_0's tweedie: 30.3087
[77] valid_0's poisson: -105.261 valid_0's tweedie: 30.2871
[78] valid_0's poisson: -105.337 valid_0's tweedie: 30.2662
[79] valid_0's poisson: -105.413 valid_0's tweedie: 30.2453
[80] valid_0's poisson: -105.483 valid_0's tweedie: 30.2257
[81] valid_0's poisson: -105.555 valid_0's tweedie: 30.2057
[82] valid_0's poisson: -105.625 valid_0's tweedie: 30.1864
[83] valid_0's poisson: -105.691 valid_0's tweedie: 30.1679
[84] valid_0's poisson: -105.761 valid_0's tweedie: 30.1488
[85] valid_0's poisson: -105.827 valid_0's tweedie: 30.1306
[86] valid_0's poisson: -105.893 valid_0's tweedie: 30.1124
[87] valid_0's poisson: -105.952 valid_0's tweedie: 30.0957
[88] valid_0's poisson: -106.018 valid_0's tweedie: 30.0775
[89] valid_0's poisson: -106.075 valid_0's tweedie: 30.0615
[90] valid_0's poisson: -106.137 valid_0's tweedie: 30.0443
[91] valid_0's poisson: -106.19 valid_0's tweedie: 30.0292
[92] valid_0's poisson: -106.25 valid_0's tweedie: 30.0126
[93] valid_0's poisson: -106.308 valid_0's tweedie: 29.9965
[94] valid_0's poisson: -106.357 valid_0's tweedie: 29.9823
[95] valid_0's poisson: -106.413 valid_0's tweedie: 29.9668
[96] valid_0's poisson: -106.467 valid_0's tweedie: 29.9518
[97] valid_0's poisson: -106.513 valid_0's tweedie: 29.9381
[98] valid_0's poisson: -106.565 valid_0's tweedie: 29.9238
[99] valid_0's poisson: -106.615 valid_0's tweedie: 29.91
[100] valid_0's poisson: -106.658 valid_0's tweedie: 29.8975
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7029 valid_0's tweedie: 34.6767
[2] valid_0's poisson: -88.2239 valid_0's tweedie: 34.5523
[3] valid_0's poisson: -88.7311 valid_0's tweedie: 34.431
[4] valid_0's poisson: -89.2265 valid_0's tweedie: 34.3125
[5] valid_0's poisson: -89.7097 valid_0's tweedie: 34.1967
[6] valid_0's poisson: -90.1806 valid_0's tweedie: 34.0838
[7] valid_0's poisson: -90.64 valid_0's tweedie: 33.9735
[8] valid_0's poisson: -91.0873 valid_0's tweedie: 33.8659
[9] valid_0's poisson: -91.5187 valid_0's tweedie: 33.762
[10] valid_0's poisson: -91.942 valid_0's tweedie: 33.66
[11] valid_0's poisson: -92.352 valid_0's tweedie: 33.5609
[12] valid_0's poisson: -92.7534 valid_0's tweedie: 33.4638
[13] valid_0's poisson: -93.146 valid_0's tweedie: 33.3687
[14] valid_0's poisson: -93.5257 valid_0's tweedie: 33.2765
[15] valid_0's poisson: -93.8984 valid_0's tweedie: 33.186
[16] valid_0's poisson: -94.2588 valid_0's tweedie: 33.0982
[17] valid_0's poisson: -94.6133 valid_0's tweedie: 33.0118
[18] valid_0's poisson: -94.9577 valid_0's tweedie: 32.9276
[19] valid_0's poisson: -95.2934 valid_0's tweedie: 32.8455
[20] valid_0's poisson: -95.6186 valid_0's tweedie: 32.7657
[21] valid_0's poisson: -95.9373 valid_0's tweedie: 32.6874
[22] valid_0's poisson: -96.2453 valid_0's tweedie: 32.6116
[23] valid_0's poisson: -96.548 valid_0's tweedie: 32.537
[24] valid_0's poisson: -96.8411 valid_0's tweedie: 32.4646
[25] valid_0's poisson: -97.1285 valid_0's tweedie: 32.3935
[26] valid_0's poisson: -97.4105 valid_0's tweedie: 32.3238
[27] valid_0's poisson: -97.6804 valid_0's tweedie: 32.2566
[28] valid_0's poisson: -97.9478 valid_0's tweedie: 32.1901
[29] valid_0's poisson: -98.2092 valid_0's tweedie: 32.1252
[30] valid_0's poisson: -98.4593 valid_0's tweedie: 32.0626
[31] valid_0's poisson: -98.715 valid_0's tweedie: 31.9987
[32] valid_0's poisson: -98.9537 valid_0's tweedie: 31.9387
[33] valid_0's poisson: -99.1896 valid_0's tweedie: 31.8796
[34] valid_0's poisson: -99.4244 valid_0's tweedie: 31.8205
[35] valid_0's poisson: -99.6437 valid_0's tweedie: 31.7651
[36] valid_0's poisson: -99.8614 valid_0's tweedie: 31.7102
[37] valid_0's poisson: -100.07 valid_0's tweedie: 31.6573
[38] valid_0's poisson: -100.276 valid_0's tweedie: 31.6049
[39] valid_0's poisson: -100.478 valid_0's tweedie: 31.5539
[40] valid_0's poisson: -100.668 valid_0's tweedie: 31.5051
[41] valid_0's poisson: -100.866 valid_0's tweedie: 31.4546
[42] valid_0's poisson: -101.049 valid_0's tweedie: 31.4076
[43] valid_0's poisson: -101.235 valid_0's tweedie: 31.3599
[44] valid_0's poisson: -101.406 valid_0's tweedie: 31.3158
[45] valid_0's poisson: -101.575 valid_0's tweedie: 31.2722
[46] valid_0's poisson: -101.748 valid_0's tweedie: 31.2277
[47] valid_0's poisson: -101.906 valid_0's tweedie: 31.1866
[48] valid_0's poisson: -102.07 valid_0's tweedie: 31.144
[49] valid_0's poisson: -102.222 valid_0's tweedie: 31.1045
[50] valid_0's poisson: -102.378 valid_0's tweedie: 31.0639
[51] valid_0's poisson: -102.519 valid_0's tweedie: 31.0267
[52] valid_0's poisson: -102.669 valid_0's tweedie: 30.9877
[53] valid_0's poisson: -102.803 valid_0's tweedie: 30.9522
[54] valid_0's poisson: -102.945 valid_0's tweedie: 30.9151
[55] valid_0's poisson: -103.072 valid_0's tweedie: 30.8814
[56] valid_0's poisson: -103.207 valid_0's tweedie: 30.846
[57] valid_0's poisson: -103.33 valid_0's tweedie: 30.8134
[58] valid_0's poisson: -103.453 valid_0's tweedie: 30.7805
[59] valid_0's poisson: -103.573 valid_0's tweedie: 30.7486
[60] valid_0's poisson: -103.69 valid_0's tweedie: 30.7172
[61] valid_0's poisson: -103.808 valid_0's tweedie: 30.6861
[62] valid_0's poisson: -103.921 valid_0's tweedie: 30.6556
[63] valid_0's poisson: -104.029 valid_0's tweedie: 30.6267
[64] valid_0's poisson: -104.135 valid_0's tweedie: 30.5981
[65] valid_0's poisson: -104.235 valid_0's tweedie: 30.5711
[66] valid_0's poisson: -104.341 valid_0's tweedie: 30.5427
[67] valid_0's poisson: -104.434 valid_0's tweedie: 30.5173
[68] valid_0's poisson: -104.534 valid_0's tweedie: 30.4901
[69] valid_0's poisson: -104.629 valid_0's tweedie: 30.4646
[70] valid_0's poisson: -104.719 valid_0's tweedie: 30.4396
[71] valid_0's poisson: -104.808 valid_0's tweedie: 30.4154
[72] valid_0's poisson: -104.898 valid_0's tweedie: 30.3909
[73] valid_0's poisson: -104.982 valid_0's tweedie: 30.3679
[74] valid_0's poisson: -105.069 valid_0's tweedie: 30.3444
[75] valid_0's poisson: -105.145 valid_0's tweedie: 30.3232
[76] valid_0's poisson: -105.227 valid_0's tweedie: 30.3011
[77] valid_0's poisson: -105.299 valid_0's tweedie: 30.2808
[78] valid_0's poisson: -105.377 valid_0's tweedie: 30.2594
[79] valid_0's poisson: -105.446 valid_0's tweedie: 30.2399
[80] valid_0's poisson: -105.519 valid_0's tweedie: 30.2198
[81] valid_0's poisson: -105.593 valid_0's tweedie: 30.1997
[82] valid_0's poisson: -105.657 valid_0's tweedie: 30.1815
[83] valid_0's poisson: -105.725 valid_0's tweedie: 30.1624
[84] valid_0's poisson: -105.799 valid_0's tweedie: 30.1423
[85] valid_0's poisson: -105.862 valid_0's tweedie: 30.1248
[86] valid_0's poisson: -105.922 valid_0's tweedie: 30.1078
[87] valid_0's poisson: -105.99 valid_0's tweedie: 30.089
[88] valid_0's poisson: -106.055 valid_0's tweedie: 30.0712
[89] valid_0's poisson: -106.109 valid_0's tweedie: 30.0556
[90] valid_0's poisson: -106.173 valid_0's tweedie: 30.038
[91] valid_0's poisson: -106.231 valid_0's tweedie: 30.0215
[92] valid_0's poisson: -106.286 valid_0's tweedie: 30.0061
[93] valid_0's poisson: -106.345 valid_0's tweedie: 29.9897
[94] valid_0's poisson: -106.397 valid_0's tweedie: 29.9749
[95] valid_0's poisson: -106.451 valid_0's tweedie: 29.9597
[96] valid_0's poisson: -106.505 valid_0's tweedie: 29.9447
[97] valid_0's poisson: -106.553 valid_0's tweedie: 29.9312
[98] valid_0's poisson: -106.605 valid_0's tweedie: 29.9166
[99] valid_0's poisson: -106.655 valid_0's tweedie: 29.9027
[100] valid_0's poisson: -106.699 valid_0's tweedie: 29.8901
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7109 valid_0's tweedie: 34.6745
[2] valid_0's poisson: -88.2323 valid_0's tweedie: 34.5499
[3] valid_0's poisson: -88.7407 valid_0's tweedie: 34.4282
[4] valid_0's poisson: -89.2359 valid_0's tweedie: 34.3095
[5] valid_0's poisson: -89.717 valid_0's tweedie: 34.1941
[6] valid_0's poisson: -90.1877 valid_0's tweedie: 34.081
[7] valid_0's poisson: -90.6459 valid_0's tweedie: 33.9708
[8] valid_0's poisson: -91.0924 valid_0's tweedie: 33.8633
[9] valid_0's poisson: -91.5287 valid_0's tweedie: 33.7581
[10] valid_0's poisson: -91.9531 valid_0's tweedie: 33.6557
[11] valid_0's poisson: -92.3674 valid_0's tweedie: 33.5555
[12] valid_0's poisson: -92.7682 valid_0's tweedie: 33.4585
[13] valid_0's poisson: -93.1612 valid_0's tweedie: 33.3632
[14] valid_0's poisson: -93.5417 valid_0's tweedie: 33.2708
[15] valid_0's poisson: -93.9154 valid_0's tweedie: 33.1799
[16] valid_0's poisson: -94.2769 valid_0's tweedie: 33.0918
[17] valid_0's poisson: -94.6324 valid_0's tweedie: 33.0051
[18] valid_0's poisson: -94.9757 valid_0's tweedie: 32.9211
[19] valid_0's poisson: -95.3133 valid_0's tweedie: 32.8385
[20] valid_0's poisson: -95.6395 valid_0's tweedie: 32.7584
[21] valid_0's poisson: -95.9618 valid_0's tweedie: 32.6794
[22] valid_0's poisson: -96.2712 valid_0's tweedie: 32.6031
[23] valid_0's poisson: -96.5758 valid_0's tweedie: 32.5281
[24] valid_0's poisson: -96.8727 valid_0's tweedie: 32.4548
[25] valid_0's poisson: -97.1586 valid_0's tweedie: 32.384
[26] valid_0's poisson: -97.441 valid_0's tweedie: 32.3139
[27] valid_0's poisson: -97.7122 valid_0's tweedie: 32.2465
[28] valid_0's poisson: -97.9819 valid_0's tweedie: 32.1795
[29] valid_0's poisson: -98.2399 valid_0's tweedie: 32.1151
[30] valid_0's poisson: -98.4904 valid_0's tweedie: 32.0523
[31] valid_0's poisson: -98.7392 valid_0's tweedie: 31.9901
[32] valid_0's poisson: -98.9824 valid_0's tweedie: 31.9293
[33] valid_0's poisson: -99.2166 valid_0's tweedie: 31.8704
[34] valid_0's poisson: -99.4528 valid_0's tweedie: 31.8111
[35] valid_0's poisson: -99.6719 valid_0's tweedie: 31.7557
[36] valid_0's poisson: -99.889 valid_0's tweedie: 31.7008
[37] valid_0's poisson: -100.1 valid_0's tweedie: 31.6474
[38] valid_0's poisson: -100.312 valid_0's tweedie: 31.5937
[39] valid_0's poisson: -100.507 valid_0's tweedie: 31.5438
[40] valid_0's poisson: -100.703 valid_0's tweedie: 31.4937
[41] valid_0's poisson: -100.888 valid_0's tweedie: 31.4462
[42] valid_0's poisson: -101.079 valid_0's tweedie: 31.3974
[43] valid_0's poisson: -101.255 valid_0's tweedie: 31.3519
[44] valid_0's poisson: -101.429 valid_0's tweedie: 31.3069
[45] valid_0's poisson: -101.607 valid_0's tweedie: 31.2611
[46] valid_0's poisson: -101.769 valid_0's tweedie: 31.219
[47] valid_0's poisson: -101.938 valid_0's tweedie: 31.1753
[48] valid_0's poisson: -102.092 valid_0's tweedie: 31.1351
[49] valid_0's poisson: -102.248 valid_0's tweedie: 31.0945
[50] valid_0's poisson: -102.403 valid_0's tweedie: 31.0539
[51] valid_0's poisson: -102.546 valid_0's tweedie: 31.0162
[52] valid_0's poisson: -102.695 valid_0's tweedie: 30.9773
[53] valid_0's poisson: -102.83 valid_0's tweedie: 30.9415
[54] valid_0's poisson: -102.971 valid_0's tweedie: 30.9047
[55] valid_0's poisson: -103.098 valid_0's tweedie: 30.8706
[56] valid_0's poisson: -103.233 valid_0's tweedie: 30.8352
[57] valid_0's poisson: -103.354 valid_0's tweedie: 30.8028
[58] valid_0's poisson: -103.474 valid_0's tweedie: 30.7705
[59] valid_0's poisson: -103.598 valid_0's tweedie: 30.7378
[60] valid_0's poisson: -103.716 valid_0's tweedie: 30.7062
[61] valid_0's poisson: -103.83 valid_0's tweedie: 30.6754
[62] valid_0's poisson: -103.94 valid_0's tweedie: 30.6461
[63] valid_0's poisson: -104.054 valid_0's tweedie: 30.6158
[64] valid_0's poisson: -104.154 valid_0's tweedie: 30.5883
[65] valid_0's poisson: -104.262 valid_0's tweedie: 30.5593
[66] valid_0's poisson: -104.357 valid_0's tweedie: 30.5334
[67] valid_0's poisson: -104.456 valid_0's tweedie: 30.5067
[68] valid_0's poisson: -104.557 valid_0's tweedie: 30.4794
[69] valid_0's poisson: -104.647 valid_0's tweedie: 30.4547
[70] valid_0's poisson: -104.743 valid_0's tweedie: 30.4287
[71] valid_0's poisson: -104.826 valid_0's tweedie: 30.4057
[72] valid_0's poisson: -104.917 valid_0's tweedie: 30.3811
[73] valid_0's poisson: -104.997 valid_0's tweedie: 30.3589
[74] valid_0's poisson: -105.083 valid_0's tweedie: 30.3355
[75] valid_0's poisson: -105.163 valid_0's tweedie: 30.3137
[76] valid_0's poisson: -105.246 valid_0's tweedie: 30.2911
[77] valid_0's poisson: -105.318 valid_0's tweedie: 30.2708
[78] valid_0's poisson: -105.397 valid_0's tweedie: 30.2491
[79] valid_0's poisson: -105.466 valid_0's tweedie: 30.2299
[80] valid_0's poisson: -105.54 valid_0's tweedie: 30.2093
[81] valid_0's poisson: -105.607 valid_0's tweedie: 30.1906
[82] valid_0's poisson: -105.679 valid_0's tweedie: 30.1709
[83] valid_0's poisson: -105.746 valid_0's tweedie: 30.1523
[84] valid_0's poisson: -105.819 valid_0's tweedie: 30.1323
[85] valid_0's poisson: -105.891 valid_0's tweedie: 30.1127
[86] valid_0's poisson: -105.949 valid_0's tweedie: 30.0962
[87] valid_0's poisson: -106.018 valid_0's tweedie: 30.0774
[88] valid_0's poisson: -106.075 valid_0's tweedie: 30.0614
[89] valid_0's poisson: -106.14 valid_0's tweedie: 30.0434
[90] valid_0's poisson: -106.194 valid_0's tweedie: 30.0282
[91] valid_0's poisson: -106.255 valid_0's tweedie: 30.0114
[92] valid_0's poisson: -106.311 valid_0's tweedie: 29.9959
[93] valid_0's poisson: -106.369 valid_0's tweedie: 29.9797
[94] valid_0's poisson: -106.418 valid_0's tweedie: 29.9656
[95] valid_0's poisson: -106.474 valid_0's tweedie: 29.9503
[96] valid_0's poisson: -106.527 valid_0's tweedie: 29.9354
[97] valid_0's poisson: -106.573 valid_0's tweedie: 29.9222
[98] valid_0's poisson: -106.625 valid_0's tweedie: 29.9078
[99] valid_0's poisson: -106.675 valid_0's tweedie: 29.8939
[100] valid_0's poisson: -106.724 valid_0's tweedie: 29.8804
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.6975 valid_0's tweedie: 34.6781
[2] valid_0's poisson: -88.2168 valid_0's tweedie: 34.5543
[3] valid_0's poisson: -88.7243 valid_0's tweedie: 34.4331
[4] valid_0's poisson: -89.2183 valid_0's tweedie: 34.315
[5] valid_0's poisson: -89.7003 valid_0's tweedie: 34.1997
[6] valid_0's poisson: -90.1706 valid_0's tweedie: 34.087
[7] valid_0's poisson: -90.6292 valid_0's tweedie: 33.9769
[8] valid_0's poisson: -91.0746 valid_0's tweedie: 33.8699
[9] valid_0's poisson: -91.5103 valid_0's tweedie: 33.7651
[10] valid_0's poisson: -91.9347 valid_0's tweedie: 33.6628
[11] valid_0's poisson: -92.3477 valid_0's tweedie: 33.5632
[12] valid_0's poisson: -92.7518 valid_0's tweedie: 33.4655
[13] valid_0's poisson: -93.146 valid_0's tweedie: 33.3702
[14] valid_0's poisson: -93.5297 valid_0's tweedie: 33.2771
[15] valid_0's poisson: -93.9024 valid_0's tweedie: 33.1866
[16] valid_0's poisson: -94.2657 valid_0's tweedie: 33.0982
[17] valid_0's poisson: -94.62 valid_0's tweedie: 33.0119
[18] valid_0's poisson: -94.9623 valid_0's tweedie: 32.9283
[19] valid_0's poisson: -95.2993 valid_0's tweedie: 32.8459
[20] valid_0's poisson: -95.6254 valid_0's tweedie: 32.766
[21] valid_0's poisson: -95.9468 valid_0's tweedie: 32.6872
[22] valid_0's poisson: -96.2582 valid_0's tweedie: 32.6107
[23] valid_0's poisson: -96.5635 valid_0's tweedie: 32.5356
[24] valid_0's poisson: -96.8569 valid_0's tweedie: 32.4631
[25] valid_0's poisson: -97.1459 valid_0's tweedie: 32.3918
[26] valid_0's poisson: -97.426 valid_0's tweedie: 32.3224
[27] valid_0's poisson: -97.6971 valid_0's tweedie: 32.255
[28] valid_0's poisson: -97.9656 valid_0's tweedie: 32.1883
[29] valid_0's poisson: -98.2232 valid_0's tweedie: 32.1239
[30] valid_0's poisson: -98.4794 valid_0's tweedie: 32.0601
[31] valid_0's poisson: -98.726 valid_0's tweedie: 31.9983
[32] valid_0's poisson: -98.9679 valid_0's tweedie: 31.9376
[33] valid_0's poisson: -99.1989 valid_0's tweedie: 31.8794
[34] valid_0's poisson: -99.4287 valid_0's tweedie: 31.8217
[35] valid_0's poisson: -99.6543 valid_0's tweedie: 31.7648
[36] valid_0's poisson: -99.8732 valid_0's tweedie: 31.7096
[37] valid_0's poisson: -100.084 valid_0's tweedie: 31.6561
[38] valid_0's poisson: -100.29 valid_0's tweedie: 31.6037
[39] valid_0's poisson: -100.493 valid_0's tweedie: 31.5521
[40] valid_0's poisson: -100.683 valid_0's tweedie: 31.5033
[41] valid_0's poisson: -100.873 valid_0's tweedie: 31.4548
[42] valid_0's poisson: -101.063 valid_0's tweedie: 31.4063
[43] valid_0's poisson: -101.241 valid_0's tweedie: 31.3603
[44] valid_0's poisson: -101.413 valid_0's tweedie: 31.3159
[45] valid_0's poisson: -101.589 valid_0's tweedie: 31.2706
[46] valid_0's poisson: -101.752 valid_0's tweedie: 31.2284
[47] valid_0's poisson: -101.911 valid_0's tweedie: 31.1869
[48] valid_0's poisson: -102.075 valid_0's tweedie: 31.1447
[49] valid_0's poisson: -102.228 valid_0's tweedie: 31.1046
[50] valid_0's poisson: -102.38 valid_0's tweedie: 31.065
[51] valid_0's poisson: -102.528 valid_0's tweedie: 31.0263
[52] valid_0's poisson: -102.668 valid_0's tweedie: 30.9894
[53] valid_0's poisson: -102.813 valid_0's tweedie: 30.9515
[54] valid_0's poisson: -102.945 valid_0's tweedie: 30.9168
[55] valid_0's poisson: -103.082 valid_0's tweedie: 30.8807
[56] valid_0's poisson: -103.206 valid_0's tweedie: 30.8477
[57] valid_0's poisson: -103.33 valid_0's tweedie: 30.8145
[58] valid_0's poisson: -103.454 valid_0's tweedie: 30.7814
[59] valid_0's poisson: -103.574 valid_0's tweedie: 30.7494
[60] valid_0's poisson: -103.694 valid_0's tweedie: 30.7175
[61] valid_0's poisson: -103.804 valid_0's tweedie: 30.688
[62] valid_0's poisson: -103.919 valid_0's tweedie: 30.6572
[63] valid_0's poisson: -104.026 valid_0's tweedie: 30.6285
[64] valid_0's poisson: -104.131 valid_0's tweedie: 30.6001
[65] valid_0's poisson: -104.234 valid_0's tweedie: 30.5723
[66] valid_0's poisson: -104.337 valid_0's tweedie: 30.5445
[67] valid_0's poisson: -104.434 valid_0's tweedie: 30.518
[68] valid_0's poisson: -104.527 valid_0's tweedie: 30.4928
[69] valid_0's poisson: -104.621 valid_0's tweedie: 30.4669
[70] valid_0's poisson: -104.714 valid_0's tweedie: 30.4418
[71] valid_0's poisson: -104.805 valid_0's tweedie: 30.4168
[72] valid_0's poisson: -104.892 valid_0's tweedie: 30.3932
[73] valid_0's poisson: -104.978 valid_0's tweedie: 30.3698
[74] valid_0's poisson: -105.059 valid_0's tweedie: 30.3473
[75] valid_0's poisson: -105.141 valid_0's tweedie: 30.3249
[76] valid_0's poisson: -105.22 valid_0's tweedie: 30.303
[77] valid_0's poisson: -105.298 valid_0's tweedie: 30.2816
[78] valid_0's poisson: -105.374 valid_0's tweedie: 30.2607
[79] valid_0's poisson: -105.451 valid_0's tweedie: 30.2395
[80] valid_0's poisson: -105.523 valid_0's tweedie: 30.2196
[81] valid_0's poisson: -105.59 valid_0's tweedie: 30.2008
[82] valid_0's poisson: -105.662 valid_0's tweedie: 30.1809
[83] valid_0's poisson: -105.73 valid_0's tweedie: 30.162
[84] valid_0's poisson: -105.798 valid_0's tweedie: 30.1431
[85] valid_0's poisson: -105.868 valid_0's tweedie: 30.1238
[86] valid_0's poisson: -105.93 valid_0's tweedie: 30.1062
[87] valid_0's poisson: -105.995 valid_0's tweedie: 30.0884
[88] valid_0's poisson: -106.06 valid_0's tweedie: 30.0704
[89] valid_0's poisson: -106.118 valid_0's tweedie: 30.054
[90] valid_0's poisson: -106.177 valid_0's tweedie: 30.0374
[91] valid_0's poisson: -106.239 valid_0's tweedie: 30.0204
[92] valid_0's poisson: -106.297 valid_0's tweedie: 30.0042
[93] valid_0's poisson: -106.35 valid_0's tweedie: 29.9891
[94] valid_0's poisson: -106.404 valid_0's tweedie: 29.9738
[95] valid_0's poisson: -106.455 valid_0's tweedie: 29.9594
[96] valid_0's poisson: -106.51 valid_0's tweedie: 29.9441
[97] valid_0's poisson: -106.564 valid_0's tweedie: 29.9292
[98] valid_0's poisson: -106.611 valid_0's tweedie: 29.9157
[99] valid_0's poisson: -106.662 valid_0's tweedie: 29.9015
[100] valid_0's poisson: -106.709 valid_0's tweedie: 29.888
[CV] END bagging_fraction=0.7, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.4; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -104.047 valid_0's tweedie: 14.8724
[2] valid_0's poisson: -106.602 valid_0's tweedie: 14.5781
[3] valid_0's poisson: -107.271 valid_0's tweedie: 14.4753
[4] valid_0's poisson: -107.522 valid_0's tweedie: 14.401
[5] valid_0's poisson: -107.672 valid_0's tweedie: 14.3779
[6] valid_0's poisson: -107.99 valid_0's tweedie: 14.3486
[7] valid_0's poisson: -108.072 valid_0's tweedie: 14.3398
[8] valid_0's poisson: -108.279 valid_0's tweedie: 14.3217
[9] valid_0's poisson: -108.37 valid_0's tweedie: 14.3108
[10] valid_0's poisson: -108.451 valid_0's tweedie: 14.3006
[11] valid_0's poisson: -108.547 valid_0's tweedie: 14.2883
[12] valid_0's poisson: -108.589 valid_0's tweedie: 14.2735
[13] valid_0's poisson: -108.609 valid_0's tweedie: 14.2671
[14] valid_0's poisson: -108.732 valid_0's tweedie: 14.2575
[15] valid_0's poisson: -108.816 valid_0's tweedie: 14.2511
[16] valid_0's poisson: -108.831 valid_0's tweedie: 14.2517
[17] valid_0's poisson: -108.871 valid_0's tweedie: 14.2494
[18] valid_0's poisson: -108.993 valid_0's tweedie: 14.2391
[19] valid_0's poisson: -109.001 valid_0's tweedie: 14.2384
[20] valid_0's poisson: -109.018 valid_0's tweedie: 14.2361
[21] valid_0's poisson: -109.027 valid_0's tweedie: 14.235
[22] valid_0's poisson: -109.03 valid_0's tweedie: 14.2332
[23] valid_0's poisson: -109.039 valid_0's tweedie: 14.2321
[24] valid_0's poisson: -109.087 valid_0's tweedie: 14.2279
[25] valid_0's poisson: -109.086 valid_0's tweedie: 14.2279
[26] valid_0's poisson: -109.094 valid_0's tweedie: 14.2273
[27] valid_0's poisson: -109.114 valid_0's tweedie: 14.2264
[28] valid_0's poisson: -109.116 valid_0's tweedie: 14.2252
[29] valid_0's poisson: -109.129 valid_0's tweedie: 14.2257
[30] valid_0's poisson: -109.129 valid_0's tweedie: 14.2259
[31] valid_0's poisson: -109.15 valid_0's tweedie: 14.2206
[32] valid_0's poisson: -109.144 valid_0's tweedie: 14.2226
[33] valid_0's poisson: -109.129 valid_0's tweedie: 14.2242
[34] valid_0's poisson: -109.126 valid_0's tweedie: 14.2243
[35] valid_0's poisson: -109.125 valid_0's tweedie: 14.2266
[36] valid_0's poisson: -109.15 valid_0's tweedie: 14.2246
[37] valid_0's poisson: -109.159 valid_0's tweedie: 14.2244
[38] valid_0's poisson: -109.151 valid_0's tweedie: 14.2261
[39] valid_0's poisson: -109.14 valid_0's tweedie: 14.2281
[40] valid_0's poisson: -109.148 valid_0's tweedie: 14.2266
[41] valid_0's poisson: -109.138 valid_0's tweedie: 14.2273
[42] valid_0's poisson: -109.125 valid_0's tweedie: 14.2291
[43] valid_0's poisson: -109.126 valid_0's tweedie: 14.2306
[44] valid_0's poisson: -109.131 valid_0's tweedie: 14.2319
[45] valid_0's poisson: -109.128 valid_0's tweedie: 14.2323
[46] valid_0's poisson: -109.142 valid_0's tweedie: 14.2304
[47] valid_0's poisson: -109.128 valid_0's tweedie: 14.232
[48] valid_0's poisson: -109.128 valid_0's tweedie: 14.2333
[49] valid_0's poisson: -109.128 valid_0's tweedie: 14.2356
[50] valid_0's poisson: -109.144 valid_0's tweedie: 14.2346
[51] valid_0's poisson: -109.149 valid_0's tweedie: 14.2342
[52] valid_0's poisson: -109.149 valid_0's tweedie: 14.2342
[53] valid_0's poisson: -109.153 valid_0's tweedie: 14.2332
[54] valid_0's poisson: -109.159 valid_0's tweedie: 14.2315
[55] valid_0's poisson: -109.159 valid_0's tweedie: 14.2293
[56] valid_0's poisson: -109.167 valid_0's tweedie: 14.2289
[57] valid_0's poisson: -109.176 valid_0's tweedie: 14.2272
[58] valid_0's poisson: -109.162 valid_0's tweedie: 14.2283
[59] valid_0's poisson: -109.16 valid_0's tweedie: 14.2297
[60] valid_0's poisson: -109.152 valid_0's tweedie: 14.2319
[61] valid_0's poisson: -109.155 valid_0's tweedie: 14.2335
[62] valid_0's poisson: -109.159 valid_0's tweedie: 14.2334
[63] valid_0's poisson: -109.172 valid_0's tweedie: 14.2323
[64] valid_0's poisson: -109.177 valid_0's tweedie: 14.233
[65] valid_0's poisson: -109.16 valid_0's tweedie: 14.2345
[66] valid_0's poisson: -109.149 valid_0's tweedie: 14.2348
[67] valid_0's poisson: -109.148 valid_0's tweedie: 14.2354
[68] valid_0's poisson: -109.152 valid_0's tweedie: 14.234
[69] valid_0's poisson: -109.161 valid_0's tweedie: 14.2339
[70] valid_0's poisson: -109.16 valid_0's tweedie: 14.2346
[71] valid_0's poisson: -109.152 valid_0's tweedie: 14.236
[72] valid_0's poisson: -109.151 valid_0's tweedie: 14.2361
[73] valid_0's poisson: -109.153 valid_0's tweedie: 14.235
[74] valid_0's poisson: -109.149 valid_0's tweedie: 14.2353
[75] valid_0's poisson: -109.152 valid_0's tweedie: 14.2356
[76] valid_0's poisson: -109.154 valid_0's tweedie: 14.2359
[77] valid_0's poisson: -109.167 valid_0's tweedie: 14.2356
[78] valid_0's poisson: -109.178 valid_0's tweedie: 14.2352
[79] valid_0's poisson: -109.172 valid_0's tweedie: 14.2366
[80] valid_0's poisson: -109.181 valid_0's tweedie: 14.2353
[81] valid_0's poisson: -109.175 valid_0's tweedie: 14.2372
[82] valid_0's poisson: -109.185 valid_0's tweedie: 14.2368
[83] valid_0's poisson: -109.183 valid_0's tweedie: 14.237
[84] valid_0's poisson: -109.181 valid_0's tweedie: 14.2369
[85] valid_0's poisson: -109.179 valid_0's tweedie: 14.2347
[86] valid_0's poisson: -109.181 valid_0's tweedie: 14.2327
[87] valid_0's poisson: -109.182 valid_0's tweedie: 14.2328
[88] valid_0's poisson: -109.177 valid_0's tweedie: 14.2333
[89] valid_0's poisson: -109.178 valid_0's tweedie: 14.2346
[90] valid_0's poisson: -109.17 valid_0's tweedie: 14.2359
[91] valid_0's poisson: -109.172 valid_0's tweedie: 14.235
[92] valid_0's poisson: -109.16 valid_0's tweedie: 14.2366
[93] valid_0's poisson: -109.174 valid_0's tweedie: 14.2347
[94] valid_0's poisson: -109.169 valid_0's tweedie: 14.236
[95] valid_0's poisson: -109.164 valid_0's tweedie: 14.236
[96] valid_0's poisson: -109.166 valid_0's tweedie: 14.2364
[97] valid_0's poisson: -109.161 valid_0's tweedie: 14.2379
[98] valid_0's poisson: -109.162 valid_0's tweedie: 14.2375
[99] valid_0's poisson: -109.167 valid_0's tweedie: 14.2372
[100] valid_0's poisson: -109.169 valid_0's tweedie: 14.2353
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=10, learning_rate=1.0, max_depth=4, tweedie_variance_power=1.6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -104.034 valid_0's tweedie: 14.8732
[2] valid_0's poisson: -106.422 valid_0's tweedie: 14.5647
[3] valid_0's poisson: -107.052 valid_0's tweedie: 14.4857
[4] valid_0's poisson: -107.179 valid_0's tweedie: 14.4485
[5] valid_0's poisson: -107.539 valid_0's tweedie: 14.4187
[6] valid_0's poisson: -107.775 valid_0's tweedie: 14.4009
[7] valid_0's poisson: -107.879 valid_0's tweedie: 14.3796
[8] valid_0's poisson: -107.887 valid_0's tweedie: 14.3755
[9] valid_0's poisson: -108.126 valid_0's tweedie: 14.3476
[10] valid_0's poisson: -108.263 valid_0's tweedie: 14.3296
[11] valid_0's poisson: -108.296 valid_0's tweedie: 14.3259
[12] valid_0's poisson: -108.32 valid_0's tweedie: 14.3147
[13] valid_0's poisson: -108.361 valid_0's tweedie: 14.312
[14] valid_0's poisson: -108.433 valid_0's tweedie: 14.3056
[15] valid_0's poisson: -108.543 valid_0's tweedie: 14.2968
[16] valid_0's poisson: -108.562 valid_0's tweedie: 14.2955
[17] valid_0's poisson: -108.641 valid_0's tweedie: 14.2907
[18] valid_0's poisson: -108.668 valid_0's tweedie: 14.2873
[19] valid_0's poisson: -108.663 valid_0's tweedie: 14.2832
[20] valid_0's poisson: -108.679 valid_0's tweedie: 14.2798
[21] valid_0's poisson: -108.718 valid_0's tweedie: 14.2773
[22] valid_0's poisson: -108.809 valid_0's tweedie: 14.2719
[23] valid_0's poisson: -108.81 valid_0's tweedie: 14.2718
[24] valid_0's poisson: -108.818 valid_0's tweedie: 14.2709
[25] valid_0's poisson: -108.855 valid_0's tweedie: 14.2679
[26] valid_0's poisson: -108.869 valid_0's tweedie: 14.267
[27] valid_0's poisson: -108.881 valid_0's tweedie: 14.2632
[28] valid_0's poisson: -108.919 valid_0's tweedie: 14.2638
[29] valid_0's poisson: -108.943 valid_0's tweedie: 14.2635
[30] valid_0's poisson: -108.952 valid_0's tweedie: 14.2657
[31] valid_0's poisson: -108.946 valid_0's tweedie: 14.2661
[32] valid_0's poisson: -108.955 valid_0's tweedie: 14.2652
[33] valid_0's poisson: -108.97 valid_0's tweedie: 14.2636
[34] valid_0's poisson: -108.987 valid_0's tweedie: 14.2621
[35] valid_0's poisson: -108.987 valid_0's tweedie: 14.2634
[36] valid_0's poisson: -108.982 valid_0's tweedie: 14.2651
[37] valid_0's poisson: -109.005 valid_0's tweedie: 14.2636
[38] valid_0's poisson: -109.015 valid_0's tweedie: 14.2613
[39] valid_0's poisson: -109.013 valid_0's tweedie: 14.2608
[40] valid_0's poisson: -109.009 valid_0's tweedie: 14.2609
[41] valid_0's poisson: -109.012 valid_0's tweedie: 14.2621
[42] valid_0's poisson: -109.014 valid_0's tweedie: 14.2618
[43] valid_0's poisson: -109.007 valid_0's tweedie: 14.2621
[44] valid_0's poisson: -108.994 valid_0's tweedie: 14.2631
[45] valid_0's poisson: -109.054 valid_0's tweedie: 14.259
[46] valid_0's poisson: -109.047 valid_0's tweedie: 14.2603
[47] valid_0's poisson: -109.053 valid_0's tweedie: 14.2609
[48] valid_0's poisson: -109.048 valid_0's tweedie: 14.2624
[49] valid_0's poisson: -109.05 valid_0's tweedie: 14.2626
[50] valid_0's poisson: -109.058 valid_0's tweedie: 14.2632
[51] valid_0's poisson: -109.071 valid_0's tweedie: 14.2621
[52] valid_0's poisson: -109.072 valid_0's tweedie: 14.2617
[53] valid_0's poisson: -109.119 valid_0's tweedie: 14.257
[54] valid_0's poisson: -109.099 valid_0's tweedie: 14.2586
[55] valid_0's poisson: -109.105 valid_0's tweedie: 14.2565
[56] valid_0's poisson: -109.1 valid_0's tweedie: 14.2561
[57] valid_0's poisson: -109.102 valid_0's tweedie: 14.2562
[58] valid_0's poisson: -109.094 valid_0's tweedie: 14.2583
[59] valid_0's poisson: -109.107 valid_0's tweedie: 14.2565
[60] valid_0's poisson: -109.111 valid_0's tweedie: 14.2553
[61] valid_0's poisson: -109.118 valid_0's tweedie: 14.2548
[62] valid_0's poisson: -109.122 valid_0's tweedie: 14.2558
[63] valid_0's poisson: -109.128 valid_0's tweedie: 14.2549
[64] valid_0's poisson: -109.133 valid_0's tweedie: 14.2546
[65] valid_0's poisson: -109.131 valid_0's tweedie: 14.2552
[66] valid_0's poisson: -109.146 valid_0's tweedie: 14.2553
[67] valid_0's poisson: -109.139 valid_0's tweedie: 14.2557
[68] valid_0's poisson: -109.141 valid_0's tweedie: 14.2568
[69] valid_0's poisson: -109.146 valid_0's tweedie: 14.2554
[70] valid_0's poisson: -109.146 valid_0's tweedie: 14.2568
[71] valid_0's poisson: -109.145 valid_0's tweedie: 14.2564
[72] valid_0's poisson: -109.143 valid_0's tweedie: 14.2581
[73] valid_0's poisson: -109.143 valid_0's tweedie: 14.2588
[74] valid_0's poisson: -109.152 valid_0's tweedie: 14.2572
[75] valid_0's poisson: -109.148 valid_0's tweedie: 14.2583
[76] valid_0's poisson: -109.154 valid_0's tweedie: 14.2578
[77] valid_0's poisson: -109.157 valid_0's tweedie: 14.2575
[78] valid_0's poisson: -109.156 valid_0's tweedie: 14.2574
[79] valid_0's poisson: -109.158 valid_0's tweedie: 14.2559
[80] valid_0's poisson: -109.159 valid_0's tweedie: 14.2591
[81] valid_0's poisson: -109.159 valid_0's tweedie: 14.2579
[82] valid_0's poisson: -109.166 valid_0's tweedie: 14.2575
[83] valid_0's poisson: -109.184 valid_0's tweedie: 14.255
[84] valid_0's poisson: -109.196 valid_0's tweedie: 14.255
[85] valid_0's poisson: -109.192 valid_0's tweedie: 14.256
[86] valid_0's poisson: -109.191 valid_0's tweedie: 14.2556
[87] valid_0's poisson: -109.185 valid_0's tweedie: 14.2583
[88] valid_0's poisson: -109.187 valid_0's tweedie: 14.2586
[89] valid_0's poisson: -109.182 valid_0's tweedie: 14.2614
[90] valid_0's poisson: -109.178 valid_0's tweedie: 14.263
[91] valid_0's poisson: -109.178 valid_0's tweedie: 14.2634
[92] valid_0's poisson: -109.18 valid_0's tweedie: 14.2627
[93] valid_0's poisson: -109.179 valid_0's tweedie: 14.263
[94] valid_0's poisson: -109.181 valid_0's tweedie: 14.2632
[95] valid_0's poisson: -109.191 valid_0's tweedie: 14.2621
[96] valid_0's poisson: -109.195 valid_0's tweedie: 14.2648
[97] valid_0's poisson: -109.184 valid_0's tweedie: 14.2651
[98] valid_0's poisson: -109.187 valid_0's tweedie: 14.2654
[99] valid_0's poisson: -109.179 valid_0's tweedie: 14.2664
[100] valid_0's poisson: -109.174 valid_0's tweedie: 14.2689
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=10, learning_rate=1.0, max_depth=4, tweedie_variance_power=1.6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -104.074 valid_0's tweedie: 14.8706
[2] valid_0's poisson: -106.534 valid_0's tweedie: 14.5487
[3] valid_0's poisson: -106.974 valid_0's tweedie: 14.4766
[4] valid_0's poisson: -107.487 valid_0's tweedie: 14.4256
[5] valid_0's poisson: -107.654 valid_0's tweedie: 14.4079
[6] valid_0's poisson: -107.922 valid_0's tweedie: 14.3715
[7] valid_0's poisson: -108.031 valid_0's tweedie: 14.3581
[8] valid_0's poisson: -108.153 valid_0's tweedie: 14.3468
[9] valid_0's poisson: -108.384 valid_0's tweedie: 14.3173
[10] valid_0's poisson: -108.446 valid_0's tweedie: 14.3085
[11] valid_0's poisson: -108.521 valid_0's tweedie: 14.3005
[12] valid_0's poisson: -108.544 valid_0's tweedie: 14.2958
[13] valid_0's poisson: -108.563 valid_0's tweedie: 14.2934
[14] valid_0's poisson: -108.558 valid_0's tweedie: 14.296
[15] valid_0's poisson: -108.666 valid_0's tweedie: 14.284
[16] valid_0's poisson: -108.68 valid_0's tweedie: 14.2824
[17] valid_0's poisson: -108.709 valid_0's tweedie: 14.2797
[18] valid_0's poisson: -108.749 valid_0's tweedie: 14.2762
[19] valid_0's poisson: -108.729 valid_0's tweedie: 14.2791
[20] valid_0's poisson: -108.752 valid_0's tweedie: 14.2778
[21] valid_0's poisson: -108.764 valid_0's tweedie: 14.2779
[22] valid_0's poisson: -108.918 valid_0's tweedie: 14.2654
[23] valid_0's poisson: -108.931 valid_0's tweedie: 14.2651
[24] valid_0's poisson: -108.936 valid_0's tweedie: 14.2629
[25] valid_0's poisson: -108.984 valid_0's tweedie: 14.2569
[26] valid_0's poisson: -108.981 valid_0's tweedie: 14.26
[27] valid_0's poisson: -108.996 valid_0's tweedie: 14.2584
[28] valid_0's poisson: -109.029 valid_0's tweedie: 14.2551
[29] valid_0's poisson: -109.028 valid_0's tweedie: 14.2513
[30] valid_0's poisson: -109.033 valid_0's tweedie: 14.2497
[31] valid_0's poisson: -109.047 valid_0's tweedie: 14.2486
[32] valid_0's poisson: -109.061 valid_0's tweedie: 14.2465
[33] valid_0's poisson: -109.069 valid_0's tweedie: 14.2465
[34] valid_0's poisson: -109.072 valid_0's tweedie: 14.2462
[35] valid_0's poisson: -109.075 valid_0's tweedie: 14.2472
[36] valid_0's poisson: -109.076 valid_0's tweedie: 14.2473
[37] valid_0's poisson: -109.062 valid_0's tweedie: 14.2506
[38] valid_0's poisson: -109.061 valid_0's tweedie: 14.2505
[39] valid_0's poisson: -109.056 valid_0's tweedie: 14.2507
[40] valid_0's poisson: -109.068 valid_0's tweedie: 14.25
[41] valid_0's poisson: -109.089 valid_0's tweedie: 14.2471
[42] valid_0's poisson: -109.092 valid_0's tweedie: 14.2476
[43] valid_0's poisson: -109.092 valid_0's tweedie: 14.2481
[44] valid_0's poisson: -109.124 valid_0's tweedie: 14.2436
[45] valid_0's poisson: -109.116 valid_0's tweedie: 14.2468
[46] valid_0's poisson: -109.128 valid_0's tweedie: 14.2438
[47] valid_0's poisson: -109.139 valid_0's tweedie: 14.2411
[48] valid_0's poisson: -109.138 valid_0's tweedie: 14.2418
[49] valid_0's poisson: -109.134 valid_0's tweedie: 14.2429
[50] valid_0's poisson: -109.133 valid_0's tweedie: 14.2435
[51] valid_0's poisson: -109.133 valid_0's tweedie: 14.242
[52] valid_0's poisson: -109.134 valid_0's tweedie: 14.2418
[53] valid_0's poisson: -109.135 valid_0's tweedie: 14.2409
[54] valid_0's poisson: -109.143 valid_0's tweedie: 14.2417
[55] valid_0's poisson: -109.153 valid_0's tweedie: 14.2427
[56] valid_0's poisson: -109.133 valid_0's tweedie: 14.244
[57] valid_0's poisson: -109.139 valid_0's tweedie: 14.2427
[58] valid_0's poisson: -109.131 valid_0's tweedie: 14.2448
[59] valid_0's poisson: -109.122 valid_0's tweedie: 14.245
[60] valid_0's poisson: -109.122 valid_0's tweedie: 14.245
[61] valid_0's poisson: -109.122 valid_0's tweedie: 14.2452
[62] valid_0's poisson: -109.123 valid_0's tweedie: 14.2463
[63] valid_0's poisson: -109.135 valid_0's tweedie: 14.2449
[64] valid_0's poisson: -109.139 valid_0's tweedie: 14.2432
[65] valid_0's poisson: -109.154 valid_0's tweedie: 14.2409
[66] valid_0's poisson: -109.161 valid_0's tweedie: 14.2356
[67] valid_0's poisson: -109.158 valid_0's tweedie: 14.2359
[68] valid_0's poisson: -109.177 valid_0's tweedie: 14.2359
[69] valid_0's poisson: -109.171 valid_0's tweedie: 14.2366
[70] valid_0's poisson: -109.174 valid_0's tweedie: 14.2366
[71] valid_0's poisson: -109.189 valid_0's tweedie: 14.2338
[72] valid_0's poisson: -109.187 valid_0's tweedie: 14.2341
[73] valid_0's poisson: -109.192 valid_0's tweedie: 14.2343
[74] valid_0's poisson: -109.187 valid_0's tweedie: 14.2358
[75] valid_0's poisson: -109.182 valid_0's tweedie: 14.2357
[76] valid_0's poisson: -109.182 valid_0's tweedie: 14.2351
[77] valid_0's poisson: -109.163 valid_0's tweedie: 14.2371
[78] valid_0's poisson: -109.167 valid_0's tweedie: 14.2366
[79] valid_0's poisson: -109.166 valid_0's tweedie: 14.2381
[80] valid_0's poisson: -109.168 valid_0's tweedie: 14.2375
[81] valid_0's poisson: -109.179 valid_0's tweedie: 14.2374
[82] valid_0's poisson: -109.164 valid_0's tweedie: 14.2392
[83] valid_0's poisson: -109.169 valid_0's tweedie: 14.2378
[84] valid_0's poisson: -109.191 valid_0's tweedie: 14.2369
[85] valid_0's poisson: -109.201 valid_0's tweedie: 14.2356
[86] valid_0's poisson: -109.186 valid_0's tweedie: 14.2377
[87] valid_0's poisson: -109.182 valid_0's tweedie: 14.2389
[88] valid_0's poisson: -109.182 valid_0's tweedie: 14.2384
[89] valid_0's poisson: -109.187 valid_0's tweedie: 14.2384
[90] valid_0's poisson: -109.192 valid_0's tweedie: 14.2406
[91] valid_0's poisson: -109.191 valid_0's tweedie: 14.2405
[92] valid_0's poisson: -109.185 valid_0's tweedie: 14.2408
[93] valid_0's poisson: -109.185 valid_0's tweedie: 14.2415
[94] valid_0's poisson: -109.191 valid_0's tweedie: 14.2406
[95] valid_0's poisson: -109.194 valid_0's tweedie: 14.2409
[96] valid_0's poisson: -109.19 valid_0's tweedie: 14.2411
[97] valid_0's poisson: -109.21 valid_0's tweedie: 14.2396
[98] valid_0's poisson: -109.21 valid_0's tweedie: 14.2397
[99] valid_0's poisson: -109.21 valid_0's tweedie: 14.2412
[100] valid_0's poisson: -109.216 valid_0's tweedie: 14.2392
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=10, learning_rate=1.0, max_depth=4, tweedie_variance_power=1.6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -104.096 valid_0's tweedie: 14.8612
[2] valid_0's poisson: -106.44 valid_0's tweedie: 14.5335
[3] valid_0's poisson: -107.155 valid_0's tweedie: 14.4484
[4] valid_0's poisson: -107.537 valid_0's tweedie: 14.4145
[5] valid_0's poisson: -107.647 valid_0's tweedie: 14.4049
[6] valid_0's poisson: -107.751 valid_0's tweedie: 14.3846
[7] valid_0's poisson: -108.016 valid_0's tweedie: 14.3588
[8] valid_0's poisson: -108.042 valid_0's tweedie: 14.3479
[9] valid_0's poisson: -108.064 valid_0's tweedie: 14.3481
[10] valid_0's poisson: -108.192 valid_0's tweedie: 14.3332
[11] valid_0's poisson: -108.271 valid_0's tweedie: 14.3143
[12] valid_0's poisson: -108.381 valid_0's tweedie: 14.3036
[13] valid_0's poisson: -108.408 valid_0's tweedie: 14.2981
[14] valid_0's poisson: -108.475 valid_0's tweedie: 14.2914
[15] valid_0's poisson: -108.514 valid_0's tweedie: 14.2867
[16] valid_0's poisson: -108.552 valid_0's tweedie: 14.2821
[17] valid_0's poisson: -108.552 valid_0's tweedie: 14.282
[18] valid_0's poisson: -108.624 valid_0's tweedie: 14.2775
[19] valid_0's poisson: -108.645 valid_0's tweedie: 14.2755
[20] valid_0's poisson: -108.614 valid_0's tweedie: 14.2778
[21] valid_0's poisson: -108.627 valid_0's tweedie: 14.2761
[22] valid_0's poisson: -108.773 valid_0's tweedie: 14.263
[23] valid_0's poisson: -108.789 valid_0's tweedie: 14.2608
[24] valid_0's poisson: -108.795 valid_0's tweedie: 14.261
[25] valid_0's poisson: -108.793 valid_0's tweedie: 14.2592
[26] valid_0's poisson: -108.822 valid_0's tweedie: 14.2614
[27] valid_0's poisson: -108.9 valid_0's tweedie: 14.2514
[28] valid_0's poisson: -108.888 valid_0's tweedie: 14.253
[29] valid_0's poisson: -108.874 valid_0's tweedie: 14.2539
[30] valid_0's poisson: -108.882 valid_0's tweedie: 14.2538
[31] valid_0's poisson: -108.874 valid_0's tweedie: 14.2593
[32] valid_0's poisson: -108.905 valid_0's tweedie: 14.2568
[33] valid_0's poisson: -108.912 valid_0's tweedie: 14.257
[34] valid_0's poisson: -108.953 valid_0's tweedie: 14.2532
[35] valid_0's poisson: -108.958 valid_0's tweedie: 14.2535
[36] valid_0's poisson: -108.966 valid_0's tweedie: 14.2527
[37] valid_0's poisson: -108.977 valid_0's tweedie: 14.2517
[38] valid_0's poisson: -108.978 valid_0's tweedie: 14.2513
[39] valid_0's poisson: -108.98 valid_0's tweedie: 14.2504
[40] valid_0's poisson: -109.004 valid_0's tweedie: 14.2492
[41] valid_0's poisson: -109.029 valid_0's tweedie: 14.2481
[42] valid_0's poisson: -109.077 valid_0's tweedie: 14.2454
[43] valid_0's poisson: -109.083 valid_0's tweedie: 14.2445
[44] valid_0's poisson: -109.098 valid_0's tweedie: 14.2436
[45] valid_0's poisson: -109.118 valid_0's tweedie: 14.2414
[46] valid_0's poisson: -109.121 valid_0's tweedie: 14.2426
[47] valid_0's poisson: -109.126 valid_0's tweedie: 14.2416
[48] valid_0's poisson: -109.123 valid_0's tweedie: 14.2428
[49] valid_0's poisson: -109.126 valid_0's tweedie: 14.2423
[50] valid_0's poisson: -109.14 valid_0's tweedie: 14.242
[51] valid_0's poisson: -109.13 valid_0's tweedie: 14.2417
[52] valid_0's poisson: -109.134 valid_0's tweedie: 14.2432
[53] valid_0's poisson: -109.141 valid_0's tweedie: 14.2417
[54] valid_0's poisson: -109.146 valid_0's tweedie: 14.2405
[55] valid_0's poisson: -109.152 valid_0's tweedie: 14.24
[56] valid_0's poisson: -109.145 valid_0's tweedie: 14.241
[57] valid_0's poisson: -109.146 valid_0's tweedie: 14.2423
[58] valid_0's poisson: -109.162 valid_0's tweedie: 14.2415
[59] valid_0's poisson: -109.165 valid_0's tweedie: 14.2403
[60] valid_0's poisson: -109.17 valid_0's tweedie: 14.2398
[61] valid_0's poisson: -109.172 valid_0's tweedie: 14.2394
[62] valid_0's poisson: -109.178 valid_0's tweedie: 14.2382
[63] valid_0's poisson: -109.175 valid_0's tweedie: 14.2375
[64] valid_0's poisson: -109.177 valid_0's tweedie: 14.2373
[65] valid_0's poisson: -109.181 valid_0's tweedie: 14.2371
[66] valid_0's poisson: -109.175 valid_0's tweedie: 14.2375
[67] valid_0's poisson: -109.188 valid_0's tweedie: 14.2374
[68] valid_0's poisson: -109.2 valid_0's tweedie: 14.2372
[69] valid_0's poisson: -109.203 valid_0's tweedie: 14.2378
[70] valid_0's poisson: -109.193 valid_0's tweedie: 14.2391
[71] valid_0's poisson: -109.189 valid_0's tweedie: 14.2413
[72] valid_0's poisson: -109.191 valid_0's tweedie: 14.2414
[73] valid_0's poisson: -109.193 valid_0's tweedie: 14.2411
[74] valid_0's poisson: -109.191 valid_0's tweedie: 14.2423
[75] valid_0's poisson: -109.189 valid_0's tweedie: 14.243
[76] valid_0's poisson: -109.191 valid_0's tweedie: 14.2437
[77] valid_0's poisson: -109.201 valid_0's tweedie: 14.2432
[78] valid_0's poisson: -109.21 valid_0's tweedie: 14.2427
[79] valid_0's poisson: -109.223 valid_0's tweedie: 14.2424
[80] valid_0's poisson: -109.223 valid_0's tweedie: 14.2422
[81] valid_0's poisson: -109.225 valid_0's tweedie: 14.2412
[82] valid_0's poisson: -109.235 valid_0's tweedie: 14.2391
[83] valid_0's poisson: -109.237 valid_0's tweedie: 14.2385
[84] valid_0's poisson: -109.239 valid_0's tweedie: 14.2387
[85] valid_0's poisson: -109.23 valid_0's tweedie: 14.2388
[86] valid_0's poisson: -109.229 valid_0's tweedie: 14.2387
[87] valid_0's poisson: -109.25 valid_0's tweedie: 14.2363
[88] valid_0's poisson: -109.252 valid_0's tweedie: 14.2374
[89] valid_0's poisson: -109.251 valid_0's tweedie: 14.2389
[90] valid_0's poisson: -109.249 valid_0's tweedie: 14.2399
[91] valid_0's poisson: -109.251 valid_0's tweedie: 14.2394
[92] valid_0's poisson: -109.25 valid_0's tweedie: 14.24
[93] valid_0's poisson: -109.25 valid_0's tweedie: 14.2391
[94] valid_0's poisson: -109.242 valid_0's tweedie: 14.2407
[95] valid_0's poisson: -109.246 valid_0's tweedie: 14.2402
[96] valid_0's poisson: -109.27 valid_0's tweedie: 14.2379
[97] valid_0's poisson: -109.261 valid_0's tweedie: 14.2414
[98] valid_0's poisson: -109.264 valid_0's tweedie: 14.2401
[99] valid_0's poisson: -109.265 valid_0's tweedie: 14.2406
[100] valid_0's poisson: -109.269 valid_0's tweedie: 14.2399
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=10, learning_rate=1.0, max_depth=4, tweedie_variance_power=1.6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -104.055 valid_0's tweedie: 14.8828
[2] valid_0's poisson: -106.566 valid_0's tweedie: 14.5548
[3] valid_0's poisson: -107.352 valid_0's tweedie: 14.4655
[4] valid_0's poisson: -107.613 valid_0's tweedie: 14.4301
[5] valid_0's poisson: -107.904 valid_0's tweedie: 14.3953
[6] valid_0's poisson: -108.04 valid_0's tweedie: 14.3797
[7] valid_0's poisson: -108.13 valid_0's tweedie: 14.3672
[8] valid_0's poisson: -108.364 valid_0's tweedie: 14.3433
[9] valid_0's poisson: -108.448 valid_0's tweedie: 14.3394
[10] valid_0's poisson: -108.483 valid_0's tweedie: 14.322
[11] valid_0's poisson: -108.551 valid_0's tweedie: 14.3172
[12] valid_0's poisson: -108.581 valid_0's tweedie: 14.3084
[13] valid_0's poisson: -108.69 valid_0's tweedie: 14.2945
[14] valid_0's poisson: -108.833 valid_0's tweedie: 14.2829
[15] valid_0's poisson: -108.844 valid_0's tweedie: 14.2729
[16] valid_0's poisson: -108.912 valid_0's tweedie: 14.265
[17] valid_0's poisson: -108.977 valid_0's tweedie: 14.2577
[18] valid_0's poisson: -108.993 valid_0's tweedie: 14.2584
[19] valid_0's poisson: -109.009 valid_0's tweedie: 14.2578
[20] valid_0's poisson: -109.038 valid_0's tweedie: 14.256
[21] valid_0's poisson: -109.034 valid_0's tweedie: 14.2539
[22] valid_0's poisson: -109.065 valid_0's tweedie: 14.2507
[23] valid_0's poisson: -109.075 valid_0's tweedie: 14.2502
[24] valid_0's poisson: -109.082 valid_0's tweedie: 14.2496
[25] valid_0's poisson: -109.086 valid_0's tweedie: 14.2504
[26] valid_0's poisson: -109.083 valid_0's tweedie: 14.2513
[27] valid_0's poisson: -109.079 valid_0's tweedie: 14.2518
[28] valid_0's poisson: -109.067 valid_0's tweedie: 14.2529
[29] valid_0's poisson: -109.103 valid_0's tweedie: 14.25
[30] valid_0's poisson: -109.116 valid_0's tweedie: 14.25
[31] valid_0's poisson: -109.111 valid_0's tweedie: 14.2508
[32] valid_0's poisson: -109.1 valid_0's tweedie: 14.2491
[33] valid_0's poisson: -109.13 valid_0's tweedie: 14.247
[34] valid_0's poisson: -109.138 valid_0's tweedie: 14.2447
[35] valid_0's poisson: -109.145 valid_0's tweedie: 14.2452
[36] valid_0's poisson: -109.149 valid_0's tweedie: 14.2452
[37] valid_0's poisson: -109.148 valid_0's tweedie: 14.2451
[38] valid_0's poisson: -109.14 valid_0's tweedie: 14.2446
[39] valid_0's poisson: -109.14 valid_0's tweedie: 14.2463
[40] valid_0's poisson: -109.146 valid_0's tweedie: 14.2426
[41] valid_0's poisson: -109.129 valid_0's tweedie: 14.2437
[42] valid_0's poisson: -109.146 valid_0's tweedie: 14.2424
[43] valid_0's poisson: -109.134 valid_0's tweedie: 14.2442
[44] valid_0's poisson: -109.124 valid_0's tweedie: 14.2456
[45] valid_0's poisson: -109.12 valid_0's tweedie: 14.2448
[46] valid_0's poisson: -109.119 valid_0's tweedie: 14.2442
[47] valid_0's poisson: -109.114 valid_0's tweedie: 14.2461
[48] valid_0's poisson: -109.119 valid_0's tweedie: 14.2442
[49] valid_0's poisson: -109.11 valid_0's tweedie: 14.246
[50] valid_0's poisson: -109.096 valid_0's tweedie: 14.2483
[51] valid_0's poisson: -109.099 valid_0's tweedie: 14.2483
[52] valid_0's poisson: -109.104 valid_0's tweedie: 14.2463
[53] valid_0's poisson: -109.131 valid_0's tweedie: 14.2444
[54] valid_0's poisson: -109.143 valid_0's tweedie: 14.2442
[55] valid_0's poisson: -109.138 valid_0's tweedie: 14.2446
[56] valid_0's poisson: -109.133 valid_0's tweedie: 14.2466
[57] valid_0's poisson: -109.145 valid_0's tweedie: 14.2464
[58] valid_0's poisson: -109.15 valid_0's tweedie: 14.2469
[59] valid_0's poisson: -109.148 valid_0's tweedie: 14.2468
[60] valid_0's poisson: -109.147 valid_0's tweedie: 14.2494
[61] valid_0's poisson: -109.159 valid_0's tweedie: 14.2465
[62] valid_0's poisson: -109.142 valid_0's tweedie: 14.248
[63] valid_0's poisson: -109.149 valid_0's tweedie: 14.2476
[64] valid_0's poisson: -109.157 valid_0's tweedie: 14.2468
[65] valid_0's poisson: -109.159 valid_0's tweedie: 14.2465
[66] valid_0's poisson: -109.147 valid_0's tweedie: 14.2466
[67] valid_0's poisson: -109.136 valid_0's tweedie: 14.2479
[68] valid_0's poisson: -109.144 valid_0's tweedie: 14.2511
[69] valid_0's poisson: -109.153 valid_0's tweedie: 14.2517
[70] valid_0's poisson: -109.148 valid_0's tweedie: 14.2519
[71] valid_0's poisson: -109.145 valid_0's tweedie: 14.251
[72] valid_0's poisson: -109.152 valid_0's tweedie: 14.2505
[73] valid_0's poisson: -109.158 valid_0's tweedie: 14.249
[74] valid_0's poisson: -109.159 valid_0's tweedie: 14.2488
[75] valid_0's poisson: -109.153 valid_0's tweedie: 14.249
[76] valid_0's poisson: -109.168 valid_0's tweedie: 14.2486
[77] valid_0's poisson: -109.162 valid_0's tweedie: 14.2483
[78] valid_0's poisson: -109.16 valid_0's tweedie: 14.2484
[79] valid_0's poisson: -109.157 valid_0's tweedie: 14.2495
[80] valid_0's poisson: -109.171 valid_0's tweedie: 14.248
[81] valid_0's poisson: -109.174 valid_0's tweedie: 14.2481
[82] valid_0's poisson: -109.171 valid_0's tweedie: 14.2519
[83] valid_0's poisson: -109.166 valid_0's tweedie: 14.2522
[84] valid_0's poisson: -109.171 valid_0's tweedie: 14.2514
[85] valid_0's poisson: -109.174 valid_0's tweedie: 14.2511
[86] valid_0's poisson: -109.165 valid_0's tweedie: 14.2513
[87] valid_0's poisson: -109.169 valid_0's tweedie: 14.252
[88] valid_0's poisson: -109.176 valid_0's tweedie: 14.2514
[89] valid_0's poisson: -109.177 valid_0's tweedie: 14.2508
[90] valid_0's poisson: -109.165 valid_0's tweedie: 14.2526
[91] valid_0's poisson: -109.157 valid_0's tweedie: 14.2523
[92] valid_0's poisson: -109.157 valid_0's tweedie: 14.2533
[93] valid_0's poisson: -109.164 valid_0's tweedie: 14.2543
[94] valid_0's poisson: -109.157 valid_0's tweedie: 14.2558
[95] valid_0's poisson: -109.155 valid_0's tweedie: 14.2554
[96] valid_0's poisson: -109.146 valid_0's tweedie: 14.2566
[97] valid_0's poisson: -109.154 valid_0's tweedie: 14.2568
[98] valid_0's poisson: -109.155 valid_0's tweedie: 14.2576
[99] valid_0's poisson: -109.165 valid_0's tweedie: 14.2581
[100] valid_0's poisson: -109.159 valid_0's tweedie: 14.2591
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=10, learning_rate=1.0, max_depth=4, tweedie_variance_power=1.6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.8288 valid_0's tweedie: 12.0791
[2] valid_0's poisson: -99.8106 valid_0's tweedie: 11.7314
[3] valid_0's poisson: -102.207 valid_0's tweedie: 11.5263
[4] valid_0's poisson: -103.865 valid_0's tweedie: 11.4012
[5] valid_0's poisson: -104.992 valid_0's tweedie: 11.323
[6] valid_0's poisson: -105.903 valid_0's tweedie: 11.2682
[7] valid_0's poisson: -106.533 valid_0's tweedie: 11.2265
[8] valid_0's poisson: -107.071 valid_0's tweedie: 11.1984
[9] valid_0's poisson: -107.455 valid_0's tweedie: 11.1781
[10] valid_0's poisson: -107.73 valid_0's tweedie: 11.1632
[11] valid_0's poisson: -108.012 valid_0's tweedie: 11.1429
[12] valid_0's poisson: -108.164 valid_0's tweedie: 11.1349
[13] valid_0's poisson: -108.321 valid_0's tweedie: 11.1267
[14] valid_0's poisson: -108.397 valid_0's tweedie: 11.1209
[15] valid_0's poisson: -108.505 valid_0's tweedie: 11.1125
[16] valid_0's poisson: -108.581 valid_0's tweedie: 11.1084
[17] valid_0's poisson: -108.609 valid_0's tweedie: 11.1061
[18] valid_0's poisson: -108.664 valid_0's tweedie: 11.1035
[19] valid_0's poisson: -108.746 valid_0's tweedie: 11.0998
[20] valid_0's poisson: -108.793 valid_0's tweedie: 11.0975
[21] valid_0's poisson: -108.874 valid_0's tweedie: 11.0949
[22] valid_0's poisson: -108.922 valid_0's tweedie: 11.0926
[23] valid_0's poisson: -108.933 valid_0's tweedie: 11.0917
[24] valid_0's poisson: -108.958 valid_0's tweedie: 11.0901
[25] valid_0's poisson: -108.991 valid_0's tweedie: 11.0886
[26] valid_0's poisson: -109.019 valid_0's tweedie: 11.0875
[27] valid_0's poisson: -109.03 valid_0's tweedie: 11.0862
[28] valid_0's poisson: -109.045 valid_0's tweedie: 11.0861
[29] valid_0's poisson: -109.064 valid_0's tweedie: 11.0856
[30] valid_0's poisson: -109.073 valid_0's tweedie: 11.0851
[31] valid_0's poisson: -109.103 valid_0's tweedie: 11.0841
[32] valid_0's poisson: -109.107 valid_0's tweedie: 11.0835
[33] valid_0's poisson: -109.113 valid_0's tweedie: 11.083
[34] valid_0's poisson: -109.117 valid_0's tweedie: 11.0829
[35] valid_0's poisson: -109.121 valid_0's tweedie: 11.0832
[36] valid_0's poisson: -109.121 valid_0's tweedie: 11.083
[37] valid_0's poisson: -109.129 valid_0's tweedie: 11.083
[38] valid_0's poisson: -109.155 valid_0's tweedie: 11.0825
[39] valid_0's poisson: -109.18 valid_0's tweedie: 11.0816
[40] valid_0's poisson: -109.209 valid_0's tweedie: 11.0801
[41] valid_0's poisson: -109.209 valid_0's tweedie: 11.0806
[42] valid_0's poisson: -109.215 valid_0's tweedie: 11.0801
[43] valid_0's poisson: -109.24 valid_0's tweedie: 11.0795
[44] valid_0's poisson: -109.249 valid_0's tweedie: 11.0796
[45] valid_0's poisson: -109.246 valid_0's tweedie: 11.0801
[46] valid_0's poisson: -109.251 valid_0's tweedie: 11.0798
[47] valid_0's poisson: -109.263 valid_0's tweedie: 11.0795
[48] valid_0's poisson: -109.272 valid_0's tweedie: 11.0793
[49] valid_0's poisson: -109.275 valid_0's tweedie: 11.0785
[50] valid_0's poisson: -109.283 valid_0's tweedie: 11.0775
[51] valid_0's poisson: -109.282 valid_0's tweedie: 11.0779
[52] valid_0's poisson: -109.287 valid_0's tweedie: 11.0781
[53] valid_0's poisson: -109.294 valid_0's tweedie: 11.0775
[54] valid_0's poisson: -109.31 valid_0's tweedie: 11.0768
[55] valid_0's poisson: -109.318 valid_0's tweedie: 11.0764
[56] valid_0's poisson: -109.318 valid_0's tweedie: 11.077
[57] valid_0's poisson: -109.324 valid_0's tweedie: 11.0767
[58] valid_0's poisson: -109.327 valid_0's tweedie: 11.0771
[59] valid_0's poisson: -109.327 valid_0's tweedie: 11.0771
[60] valid_0's poisson: -109.333 valid_0's tweedie: 11.0772
[61] valid_0's poisson: -109.333 valid_0's tweedie: 11.077
[62] valid_0's poisson: -109.335 valid_0's tweedie: 11.077
[63] valid_0's poisson: -109.336 valid_0's tweedie: 11.0768
[64] valid_0's poisson: -109.348 valid_0's tweedie: 11.0767
[65] valid_0's poisson: -109.356 valid_0's tweedie: 11.0762
[66] valid_0's poisson: -109.359 valid_0's tweedie: 11.0762
[67] valid_0's poisson: -109.359 valid_0's tweedie: 11.0769
[68] valid_0's poisson: -109.359 valid_0's tweedie: 11.0771
[69] valid_0's poisson: -109.358 valid_0's tweedie: 11.0774
[70] valid_0's poisson: -109.36 valid_0's tweedie: 11.0772
[71] valid_0's poisson: -109.366 valid_0's tweedie: 11.0768
[72] valid_0's poisson: -109.367 valid_0's tweedie: 11.0766
[73] valid_0's poisson: -109.373 valid_0's tweedie: 11.0762
[74] valid_0's poisson: -109.371 valid_0's tweedie: 11.0768
[75] valid_0's poisson: -109.371 valid_0's tweedie: 11.0768
[76] valid_0's poisson: -109.383 valid_0's tweedie: 11.0763
[77] valid_0's poisson: -109.391 valid_0's tweedie: 11.0762
[78] valid_0's poisson: -109.396 valid_0's tweedie: 11.076
[79] valid_0's poisson: -109.398 valid_0's tweedie: 11.076
[80] valid_0's poisson: -109.401 valid_0's tweedie: 11.076
[81] valid_0's poisson: -109.409 valid_0's tweedie: 11.076
[82] valid_0's poisson: -109.409 valid_0's tweedie: 11.0757
[83] valid_0's poisson: -109.409 valid_0's tweedie: 11.0756
[84] valid_0's poisson: -109.41 valid_0's tweedie: 11.0755
[85] valid_0's poisson: -109.409 valid_0's tweedie: 11.0759
[86] valid_0's poisson: -109.413 valid_0's tweedie: 11.0757
[87] valid_0's poisson: -109.416 valid_0's tweedie: 11.0763
[88] valid_0's poisson: -109.417 valid_0's tweedie: 11.0762
[89] valid_0's poisson: -109.426 valid_0's tweedie: 11.0761
[90] valid_0's poisson: -109.427 valid_0's tweedie: 11.0762
[91] valid_0's poisson: -109.427 valid_0's tweedie: 11.0762
[92] valid_0's poisson: -109.428 valid_0's tweedie: 11.0764
[93] valid_0's poisson: -109.429 valid_0's tweedie: 11.0758
[94] valid_0's poisson: -109.437 valid_0's tweedie: 11.0753
[95] valid_0's poisson: -109.439 valid_0's tweedie: 11.0755
[96] valid_0's poisson: -109.44 valid_0's tweedie: 11.0759
[97] valid_0's poisson: -109.44 valid_0's tweedie: 11.0764
[98] valid_0's poisson: -109.441 valid_0's tweedie: 11.0764
[99] valid_0's poisson: -109.444 valid_0's tweedie: 11.0763
[100] valid_0's poisson: -109.444 valid_0's tweedie: 11.0766
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=1, learning_rate=0.25, max_depth=4, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.922 valid_0's tweedie: 12.0714
[2] valid_0's poisson: -99.9067 valid_0's tweedie: 11.72
[3] valid_0's poisson: -102.354 valid_0's tweedie: 11.5107
[4] valid_0's poisson: -103.922 valid_0's tweedie: 11.3882
[5] valid_0's poisson: -105.072 valid_0's tweedie: 11.3107
[6] valid_0's poisson: -105.916 valid_0's tweedie: 11.2609
[7] valid_0's poisson: -106.547 valid_0's tweedie: 11.2276
[8] valid_0's poisson: -107.082 valid_0's tweedie: 11.1966
[9] valid_0's poisson: -107.461 valid_0's tweedie: 11.1752
[10] valid_0's poisson: -107.717 valid_0's tweedie: 11.1605
[11] valid_0's poisson: -107.963 valid_0's tweedie: 11.1483
[12] valid_0's poisson: -108.121 valid_0's tweedie: 11.1418
[13] valid_0's poisson: -108.272 valid_0's tweedie: 11.134
[14] valid_0's poisson: -108.412 valid_0's tweedie: 11.126
[15] valid_0's poisson: -108.519 valid_0's tweedie: 11.1218
[16] valid_0's poisson: -108.552 valid_0's tweedie: 11.1197
[17] valid_0's poisson: -108.612 valid_0's tweedie: 11.1162
[18] valid_0's poisson: -108.659 valid_0's tweedie: 11.1129
[19] valid_0's poisson: -108.71 valid_0's tweedie: 11.1107
[20] valid_0's poisson: -108.74 valid_0's tweedie: 11.1092
[21] valid_0's poisson: -108.764 valid_0's tweedie: 11.1062
[22] valid_0's poisson: -108.798 valid_0's tweedie: 11.1049
[23] valid_0's poisson: -108.814 valid_0's tweedie: 11.1042
[24] valid_0's poisson: -108.87 valid_0's tweedie: 11.1019
[25] valid_0's poisson: -108.905 valid_0's tweedie: 11.1008
[26] valid_0's poisson: -108.909 valid_0's tweedie: 11.1004
[27] valid_0's poisson: -108.931 valid_0's tweedie: 11.0995
[28] valid_0's poisson: -108.946 valid_0's tweedie: 11.0983
[29] valid_0's poisson: -108.95 valid_0's tweedie: 11.0972
[30] valid_0's poisson: -108.963 valid_0's tweedie: 11.0975
[31] valid_0's poisson: -108.983 valid_0's tweedie: 11.0961
[32] valid_0's poisson: -108.989 valid_0's tweedie: 11.0949
[33] valid_0's poisson: -108.994 valid_0's tweedie: 11.0943
[34] valid_0's poisson: -109.017 valid_0's tweedie: 11.0929
[35] valid_0's poisson: -109.023 valid_0's tweedie: 11.0925
[36] valid_0's poisson: -109.061 valid_0's tweedie: 11.0911
[37] valid_0's poisson: -109.072 valid_0's tweedie: 11.0903
[38] valid_0's poisson: -109.078 valid_0's tweedie: 11.0896
[39] valid_0's poisson: -109.086 valid_0's tweedie: 11.0895
[40] valid_0's poisson: -109.092 valid_0's tweedie: 11.0891
[41] valid_0's poisson: -109.098 valid_0's tweedie: 11.0888
[42] valid_0's poisson: -109.105 valid_0's tweedie: 11.0891
[43] valid_0's poisson: -109.121 valid_0's tweedie: 11.088
[44] valid_0's poisson: -109.119 valid_0's tweedie: 11.0878
[45] valid_0's poisson: -109.132 valid_0's tweedie: 11.0871
[46] valid_0's poisson: -109.144 valid_0's tweedie: 11.0855
[47] valid_0's poisson: -109.155 valid_0's tweedie: 11.0853
[48] valid_0's poisson: -109.157 valid_0's tweedie: 11.085
[49] valid_0's poisson: -109.174 valid_0's tweedie: 11.0845
[50] valid_0's poisson: -109.181 valid_0's tweedie: 11.0845
[51] valid_0's poisson: -109.194 valid_0's tweedie: 11.0841
[52] valid_0's poisson: -109.205 valid_0's tweedie: 11.0843
[53] valid_0's poisson: -109.209 valid_0's tweedie: 11.0841
[54] valid_0's poisson: -109.214 valid_0's tweedie: 11.0835
[55] valid_0's poisson: -109.212 valid_0's tweedie: 11.0841
[56] valid_0's poisson: -109.213 valid_0's tweedie: 11.0843
[57] valid_0's poisson: -109.214 valid_0's tweedie: 11.0847
[58] valid_0's poisson: -109.217 valid_0's tweedie: 11.0847
[59] valid_0's poisson: -109.223 valid_0's tweedie: 11.0849
[60] valid_0's poisson: -109.234 valid_0's tweedie: 11.0846
[61] valid_0's poisson: -109.241 valid_0's tweedie: 11.0846
[62] valid_0's poisson: -109.243 valid_0's tweedie: 11.0845
[63] valid_0's poisson: -109.254 valid_0's tweedie: 11.0844
[64] valid_0's poisson: -109.254 valid_0's tweedie: 11.0849
[65] valid_0's poisson: -109.26 valid_0's tweedie: 11.0848
[66] valid_0's poisson: -109.265 valid_0's tweedie: 11.0846
[67] valid_0's poisson: -109.271 valid_0's tweedie: 11.0847
[68] valid_0's poisson: -109.271 valid_0's tweedie: 11.085
[69] valid_0's poisson: -109.27 valid_0's tweedie: 11.0864
[70] valid_0's poisson: -109.284 valid_0's tweedie: 11.085
[71] valid_0's poisson: -109.282 valid_0's tweedie: 11.0854
[72] valid_0's poisson: -109.281 valid_0's tweedie: 11.0853
[73] valid_0's poisson: -109.284 valid_0's tweedie: 11.0853
[74] valid_0's poisson: -109.289 valid_0's tweedie: 11.0848
[75] valid_0's poisson: -109.296 valid_0's tweedie: 11.0845
[76] valid_0's poisson: -109.295 valid_0's tweedie: 11.0849
[77] valid_0's poisson: -109.296 valid_0's tweedie: 11.0854
[78] valid_0's poisson: -109.303 valid_0's tweedie: 11.0851
[79] valid_0's poisson: -109.3 valid_0's tweedie: 11.0859
[80] valid_0's poisson: -109.302 valid_0's tweedie: 11.0863
[81] valid_0's poisson: -109.303 valid_0's tweedie: 11.086
[82] valid_0's poisson: -109.306 valid_0's tweedie: 11.086
[83] valid_0's poisson: -109.306 valid_0's tweedie: 11.0862
[84] valid_0's poisson: -109.317 valid_0's tweedie: 11.0856
[85] valid_0's poisson: -109.316 valid_0's tweedie: 11.0859
[86] valid_0's poisson: -109.323 valid_0's tweedie: 11.085
[87] valid_0's poisson: -109.324 valid_0's tweedie: 11.0854
[88] valid_0's poisson: -109.322 valid_0's tweedie: 11.0863
[89] valid_0's poisson: -109.322 valid_0's tweedie: 11.0863
[90] valid_0's poisson: -109.324 valid_0's tweedie: 11.0869
[91] valid_0's poisson: -109.327 valid_0's tweedie: 11.0873
[92] valid_0's poisson: -109.337 valid_0's tweedie: 11.0863
[93] valid_0's poisson: -109.341 valid_0's tweedie: 11.0863
[94] valid_0's poisson: -109.342 valid_0's tweedie: 11.0855
[95] valid_0's poisson: -109.343 valid_0's tweedie: 11.0861
[96] valid_0's poisson: -109.343 valid_0's tweedie: 11.0866
[97] valid_0's poisson: -109.343 valid_0's tweedie: 11.0877
[98] valid_0's poisson: -109.343 valid_0's tweedie: 11.0889
[99] valid_0's poisson: -109.35 valid_0's tweedie: 11.0886
[100] valid_0's poisson: -109.351 valid_0's tweedie: 11.0884
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=1, learning_rate=0.25, max_depth=4, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.8527 valid_0's tweedie: 12.0779
[2] valid_0's poisson: -99.9157 valid_0's tweedie: 11.7231
[3] valid_0's poisson: -102.321 valid_0's tweedie: 11.515
[4] valid_0's poisson: -103.936 valid_0's tweedie: 11.3903
[5] valid_0's poisson: -105.088 valid_0's tweedie: 11.3057
[6] valid_0's poisson: -105.911 valid_0's tweedie: 11.2524
[7] valid_0's poisson: -106.582 valid_0's tweedie: 11.2142
[8] valid_0's poisson: -107.113 valid_0's tweedie: 11.1862
[9] valid_0's poisson: -107.456 valid_0's tweedie: 11.1666
[10] valid_0's poisson: -107.708 valid_0's tweedie: 11.1523
[11] valid_0's poisson: -107.926 valid_0's tweedie: 11.1427
[12] valid_0's poisson: -108.177 valid_0's tweedie: 11.131
[13] valid_0's poisson: -108.298 valid_0's tweedie: 11.1239
[14] valid_0's poisson: -108.452 valid_0's tweedie: 11.116
[15] valid_0's poisson: -108.513 valid_0's tweedie: 11.1121
[16] valid_0's poisson: -108.601 valid_0's tweedie: 11.1083
[17] valid_0's poisson: -108.656 valid_0's tweedie: 11.1061
[18] valid_0's poisson: -108.714 valid_0's tweedie: 11.1035
[19] valid_0's poisson: -108.752 valid_0's tweedie: 11.1012
[20] valid_0's poisson: -108.767 valid_0's tweedie: 11.1007
[21] valid_0's poisson: -108.802 valid_0's tweedie: 11.0993
[22] valid_0's poisson: -108.814 valid_0's tweedie: 11.0996
[23] valid_0's poisson: -108.841 valid_0's tweedie: 11.0975
[24] valid_0's poisson: -108.866 valid_0's tweedie: 11.097
[25] valid_0's poisson: -108.872 valid_0's tweedie: 11.0958
[26] valid_0's poisson: -108.881 valid_0's tweedie: 11.0954
[27] valid_0's poisson: -108.897 valid_0's tweedie: 11.0952
[28] valid_0's poisson: -108.925 valid_0's tweedie: 11.094
[29] valid_0's poisson: -108.937 valid_0's tweedie: 11.094
[30] valid_0's poisson: -108.96 valid_0's tweedie: 11.0926
[31] valid_0's poisson: -108.967 valid_0's tweedie: 11.0923
[32] valid_0's poisson: -108.965 valid_0's tweedie: 11.0928
[33] valid_0's poisson: -108.977 valid_0's tweedie: 11.0923
[34] valid_0's poisson: -108.976 valid_0's tweedie: 11.0922
[35] valid_0's poisson: -109.005 valid_0's tweedie: 11.0913
[36] valid_0's poisson: -109.006 valid_0's tweedie: 11.0906
[37] valid_0's poisson: -109.046 valid_0's tweedie: 11.0889
[38] valid_0's poisson: -109.059 valid_0's tweedie: 11.0876
[39] valid_0's poisson: -109.073 valid_0's tweedie: 11.0869
[40] valid_0's poisson: -109.074 valid_0's tweedie: 11.0875
[41] valid_0's poisson: -109.081 valid_0's tweedie: 11.0878
[42] valid_0's poisson: -109.106 valid_0's tweedie: 11.0864
[43] valid_0's poisson: -109.125 valid_0's tweedie: 11.0858
[44] valid_0's poisson: -109.128 valid_0's tweedie: 11.085
[45] valid_0's poisson: -109.129 valid_0's tweedie: 11.0849
[46] valid_0's poisson: -109.139 valid_0's tweedie: 11.0839
[47] valid_0's poisson: -109.143 valid_0's tweedie: 11.0842
[48] valid_0's poisson: -109.153 valid_0's tweedie: 11.0835
[49] valid_0's poisson: -109.165 valid_0's tweedie: 11.0834
[50] valid_0's poisson: -109.166 valid_0's tweedie: 11.0839
[51] valid_0's poisson: -109.172 valid_0's tweedie: 11.0832
[52] valid_0's poisson: -109.181 valid_0's tweedie: 11.0828
[53] valid_0's poisson: -109.186 valid_0's tweedie: 11.0824
[54] valid_0's poisson: -109.202 valid_0's tweedie: 11.0817
[55] valid_0's poisson: -109.211 valid_0's tweedie: 11.0816
[56] valid_0's poisson: -109.222 valid_0's tweedie: 11.0814
[57] valid_0's poisson: -109.241 valid_0's tweedie: 11.0815
[58] valid_0's poisson: -109.247 valid_0's tweedie: 11.0811
[59] valid_0's poisson: -109.252 valid_0's tweedie: 11.0809
[60] valid_0's poisson: -109.261 valid_0's tweedie: 11.0806
[61] valid_0's poisson: -109.275 valid_0's tweedie: 11.0801
[62] valid_0's poisson: -109.276 valid_0's tweedie: 11.0794
[63] valid_0's poisson: -109.276 valid_0's tweedie: 11.0804
[64] valid_0's poisson: -109.276 valid_0's tweedie: 11.0807
[65] valid_0's poisson: -109.276 valid_0's tweedie: 11.0806
[66] valid_0's poisson: -109.292 valid_0's tweedie: 11.0795
[67] valid_0's poisson: -109.304 valid_0's tweedie: 11.0792
[68] valid_0's poisson: -109.309 valid_0's tweedie: 11.0791
[69] valid_0's poisson: -109.316 valid_0's tweedie: 11.0791
[70] valid_0's poisson: -109.34 valid_0's tweedie: 11.077
[71] valid_0's poisson: -109.353 valid_0's tweedie: 11.0765
[72] valid_0's poisson: -109.352 valid_0's tweedie: 11.0761
[73] valid_0's poisson: -109.353 valid_0's tweedie: 11.0763
[74] valid_0's poisson: -109.353 valid_0's tweedie: 11.0763
[75] valid_0's poisson: -109.356 valid_0's tweedie: 11.0758
[76] valid_0's poisson: -109.366 valid_0's tweedie: 11.0755
[77] valid_0's poisson: -109.364 valid_0's tweedie: 11.076
[78] valid_0's poisson: -109.362 valid_0's tweedie: 11.0764
[79] valid_0's poisson: -109.362 valid_0's tweedie: 11.0765
[80] valid_0's poisson: -109.361 valid_0's tweedie: 11.0769
[81] valid_0's poisson: -109.361 valid_0's tweedie: 11.0773
[82] valid_0's poisson: -109.372 valid_0's tweedie: 11.0769
[83] valid_0's poisson: -109.385 valid_0's tweedie: 11.0765
[84] valid_0's poisson: -109.385 valid_0's tweedie: 11.0768
[85] valid_0's poisson: -109.391 valid_0's tweedie: 11.0771
[86] valid_0's poisson: -109.395 valid_0's tweedie: 11.0765
[87] valid_0's poisson: -109.394 valid_0's tweedie: 11.0778
[88] valid_0's poisson: -109.396 valid_0's tweedie: 11.0783
[89] valid_0's poisson: -109.395 valid_0's tweedie: 11.0784
[90] valid_0's poisson: -109.397 valid_0's tweedie: 11.0791
[91] valid_0's poisson: -109.397 valid_0's tweedie: 11.0785
[92] valid_0's poisson: -109.397 valid_0's tweedie: 11.0796
[93] valid_0's poisson: -109.398 valid_0's tweedie: 11.0789
[94] valid_0's poisson: -109.399 valid_0's tweedie: 11.0788
[95] valid_0's poisson: -109.402 valid_0's tweedie: 11.079
[96] valid_0's poisson: -109.404 valid_0's tweedie: 11.0786
[97] valid_0's poisson: -109.405 valid_0's tweedie: 11.079
[98] valid_0's poisson: -109.409 valid_0's tweedie: 11.0784
[99] valid_0's poisson: -109.413 valid_0's tweedie: 11.0784
[100] valid_0's poisson: -109.417 valid_0's tweedie: 11.0785
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=1, learning_rate=0.25, max_depth=4, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.9208 valid_0's tweedie: 12.0702
[2] valid_0's poisson: -99.8696 valid_0's tweedie: 11.7241
[3] valid_0's poisson: -102.29 valid_0's tweedie: 11.5164
[4] valid_0's poisson: -103.972 valid_0's tweedie: 11.3885
[5] valid_0's poisson: -105.12 valid_0's tweedie: 11.3143
[6] valid_0's poisson: -105.974 valid_0's tweedie: 11.257
[7] valid_0's poisson: -106.589 valid_0's tweedie: 11.2216
[8] valid_0's poisson: -107.091 valid_0's tweedie: 11.1971
[9] valid_0's poisson: -107.436 valid_0's tweedie: 11.1695
[10] valid_0's poisson: -107.735 valid_0's tweedie: 11.1539
[11] valid_0's poisson: -107.959 valid_0's tweedie: 11.1417
[12] valid_0's poisson: -108.189 valid_0's tweedie: 11.1302
[13] valid_0's poisson: -108.34 valid_0's tweedie: 11.1241
[14] valid_0's poisson: -108.443 valid_0's tweedie: 11.1184
[15] valid_0's poisson: -108.494 valid_0's tweedie: 11.1167
[16] valid_0's poisson: -108.562 valid_0's tweedie: 11.1126
[17] valid_0's poisson: -108.662 valid_0's tweedie: 11.1073
[18] valid_0's poisson: -108.685 valid_0's tweedie: 11.1057
[19] valid_0's poisson: -108.72 valid_0's tweedie: 11.1042
[20] valid_0's poisson: -108.776 valid_0's tweedie: 11.1018
[21] valid_0's poisson: -108.808 valid_0's tweedie: 11.1003
[22] valid_0's poisson: -108.859 valid_0's tweedie: 11.0968
[23] valid_0's poisson: -108.911 valid_0's tweedie: 11.0948
[24] valid_0's poisson: -108.935 valid_0's tweedie: 11.093
[25] valid_0's poisson: -108.967 valid_0's tweedie: 11.0913
[26] valid_0's poisson: -108.975 valid_0's tweedie: 11.0914
[27] valid_0's poisson: -109.008 valid_0's tweedie: 11.0894
[28] valid_0's poisson: -109.012 valid_0's tweedie: 11.0892
[29] valid_0's poisson: -109.038 valid_0's tweedie: 11.0887
[30] valid_0's poisson: -109.083 valid_0's tweedie: 11.0865
[31] valid_0's poisson: -109.098 valid_0's tweedie: 11.0852
[32] valid_0's poisson: -109.112 valid_0's tweedie: 11.084
[33] valid_0's poisson: -109.114 valid_0's tweedie: 11.0835
[34] valid_0's poisson: -109.122 valid_0's tweedie: 11.0831
[35] valid_0's poisson: -109.134 valid_0's tweedie: 11.0825
[36] valid_0's poisson: -109.156 valid_0's tweedie: 11.0807
[37] valid_0's poisson: -109.163 valid_0's tweedie: 11.0807
[38] valid_0's poisson: -109.188 valid_0's tweedie: 11.0798
[39] valid_0's poisson: -109.203 valid_0's tweedie: 11.0792
[40] valid_0's poisson: -109.223 valid_0's tweedie: 11.0783
[41] valid_0's poisson: -109.225 valid_0's tweedie: 11.0779
[42] valid_0's poisson: -109.224 valid_0's tweedie: 11.0776
[43] valid_0's poisson: -109.226 valid_0's tweedie: 11.0784
[44] valid_0's poisson: -109.231 valid_0's tweedie: 11.0794
[45] valid_0's poisson: -109.238 valid_0's tweedie: 11.0796
[46] valid_0's poisson: -109.243 valid_0's tweedie: 11.079
[47] valid_0's poisson: -109.255 valid_0's tweedie: 11.0784
[48] valid_0's poisson: -109.273 valid_0's tweedie: 11.0781
[49] valid_0's poisson: -109.281 valid_0's tweedie: 11.0779
[50] valid_0's poisson: -109.295 valid_0's tweedie: 11.0773
[51] valid_0's poisson: -109.312 valid_0's tweedie: 11.0768
[52] valid_0's poisson: -109.313 valid_0's tweedie: 11.0763
[53] valid_0's poisson: -109.317 valid_0's tweedie: 11.0764
[54] valid_0's poisson: -109.316 valid_0's tweedie: 11.0771
[55] valid_0's poisson: -109.316 valid_0's tweedie: 11.0773
[56] valid_0's poisson: -109.319 valid_0's tweedie: 11.0779
[57] valid_0's poisson: -109.328 valid_0's tweedie: 11.0773
[58] valid_0's poisson: -109.346 valid_0's tweedie: 11.0769
[59] valid_0's poisson: -109.366 valid_0's tweedie: 11.076
[60] valid_0's poisson: -109.365 valid_0's tweedie: 11.0763
[61] valid_0's poisson: -109.366 valid_0's tweedie: 11.0763
[62] valid_0's poisson: -109.366 valid_0's tweedie: 11.0768
[63] valid_0's poisson: -109.385 valid_0's tweedie: 11.0762
[64] valid_0's poisson: -109.389 valid_0's tweedie: 11.076
[65] valid_0's poisson: -109.39 valid_0's tweedie: 11.0755
[66] valid_0's poisson: -109.398 valid_0's tweedie: 11.0753
[67] valid_0's poisson: -109.401 valid_0's tweedie: 11.0753
[68] valid_0's poisson: -109.402 valid_0's tweedie: 11.0756
[69] valid_0's poisson: -109.408 valid_0's tweedie: 11.0755
[70] valid_0's poisson: -109.413 valid_0's tweedie: 11.0755
[71] valid_0's poisson: -109.419 valid_0's tweedie: 11.0756
[72] valid_0's poisson: -109.421 valid_0's tweedie: 11.0759
[73] valid_0's poisson: -109.42 valid_0's tweedie: 11.0761
[74] valid_0's poisson: -109.422 valid_0's tweedie: 11.0759
[75] valid_0's poisson: -109.421 valid_0's tweedie: 11.0759
[76] valid_0's poisson: -109.424 valid_0's tweedie: 11.076
[77] valid_0's poisson: -109.429 valid_0's tweedie: 11.075
[78] valid_0's poisson: -109.432 valid_0's tweedie: 11.0751
[79] valid_0's poisson: -109.432 valid_0's tweedie: 11.0748
[80] valid_0's poisson: -109.435 valid_0's tweedie: 11.0746
[81] valid_0's poisson: -109.442 valid_0's tweedie: 11.0742
[82] valid_0's poisson: -109.447 valid_0's tweedie: 11.0741
[83] valid_0's poisson: -109.447 valid_0's tweedie: 11.0739
[84] valid_0's poisson: -109.448 valid_0's tweedie: 11.0743
[85] valid_0's poisson: -109.449 valid_0's tweedie: 11.0745
[86] valid_0's poisson: -109.45 valid_0's tweedie: 11.0743
[87] valid_0's poisson: -109.451 valid_0's tweedie: 11.0739
[88] valid_0's poisson: -109.457 valid_0's tweedie: 11.074
[89] valid_0's poisson: -109.456 valid_0's tweedie: 11.0736
[90] valid_0's poisson: -109.459 valid_0's tweedie: 11.0736
[91] valid_0's poisson: -109.459 valid_0's tweedie: 11.0737
[92] valid_0's poisson: -109.46 valid_0's tweedie: 11.074
[93] valid_0's poisson: -109.462 valid_0's tweedie: 11.0739
[94] valid_0's poisson: -109.462 valid_0's tweedie: 11.0737
[95] valid_0's poisson: -109.463 valid_0's tweedie: 11.0741
[96] valid_0's poisson: -109.464 valid_0's tweedie: 11.074
[97] valid_0's poisson: -109.466 valid_0's tweedie: 11.0745
[98] valid_0's poisson: -109.468 valid_0's tweedie: 11.0743
[99] valid_0's poisson: -109.472 valid_0's tweedie: 11.074
[100] valid_0's poisson: -109.473 valid_0's tweedie: 11.0743
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=1, learning_rate=0.25, max_depth=4, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -95.924 valid_0's tweedie: 12.0728
[2] valid_0's poisson: -99.9061 valid_0's tweedie: 11.7254
[3] valid_0's poisson: -102.214 valid_0's tweedie: 11.5237
[4] valid_0's poisson: -103.929 valid_0's tweedie: 11.3926
[5] valid_0's poisson: -105.095 valid_0's tweedie: 11.3206
[6] valid_0's poisson: -105.949 valid_0's tweedie: 11.2699
[7] valid_0's poisson: -106.634 valid_0's tweedie: 11.2248
[8] valid_0's poisson: -107.167 valid_0's tweedie: 11.1955
[9] valid_0's poisson: -107.531 valid_0's tweedie: 11.1787
[10] valid_0's poisson: -107.843 valid_0's tweedie: 11.1588
[11] valid_0's poisson: -108.046 valid_0's tweedie: 11.1488
[12] valid_0's poisson: -108.188 valid_0's tweedie: 11.1417
[13] valid_0's poisson: -108.288 valid_0's tweedie: 11.1355
[14] valid_0's poisson: -108.453 valid_0's tweedie: 11.1223
[15] valid_0's poisson: -108.554 valid_0's tweedie: 11.1151
[16] valid_0's poisson: -108.608 valid_0's tweedie: 11.1114
[17] valid_0's poisson: -108.652 valid_0's tweedie: 11.1086
[18] valid_0's poisson: -108.719 valid_0's tweedie: 11.1054
[19] valid_0's poisson: -108.78 valid_0's tweedie: 11.1024
[20] valid_0's poisson: -108.824 valid_0's tweedie: 11.1005
[21] valid_0's poisson: -108.835 valid_0's tweedie: 11.1001
[22] valid_0's poisson: -108.885 valid_0's tweedie: 11.098
[23] valid_0's poisson: -108.926 valid_0's tweedie: 11.0964
[24] valid_0's poisson: -108.936 valid_0's tweedie: 11.0957
[25] valid_0's poisson: -108.954 valid_0's tweedie: 11.0946
[26] valid_0's poisson: -108.961 valid_0's tweedie: 11.0942
[27] valid_0's poisson: -108.973 valid_0's tweedie: 11.0934
[28] valid_0's poisson: -108.975 valid_0's tweedie: 11.0938
[29] valid_0's poisson: -108.98 valid_0's tweedie: 11.0933
[30] valid_0's poisson: -108.992 valid_0's tweedie: 11.0928
[31] valid_0's poisson: -109.001 valid_0's tweedie: 11.092
[32] valid_0's poisson: -109.042 valid_0's tweedie: 11.0905
[33] valid_0's poisson: -109.044 valid_0's tweedie: 11.0899
[34] valid_0's poisson: -109.073 valid_0's tweedie: 11.0888
[35] valid_0's poisson: -109.074 valid_0's tweedie: 11.0894
[36] valid_0's poisson: -109.08 valid_0's tweedie: 11.0892
[37] valid_0's poisson: -109.106 valid_0's tweedie: 11.0884
[38] valid_0's poisson: -109.109 valid_0's tweedie: 11.087
[39] valid_0's poisson: -109.127 valid_0's tweedie: 11.0861
[40] valid_0's poisson: -109.132 valid_0's tweedie: 11.0858
[41] valid_0's poisson: -109.15 valid_0's tweedie: 11.0853
[42] valid_0's poisson: -109.149 valid_0's tweedie: 11.0857
[43] valid_0's poisson: -109.152 valid_0's tweedie: 11.0859
[44] valid_0's poisson: -109.169 valid_0's tweedie: 11.0852
[45] valid_0's poisson: -109.187 valid_0's tweedie: 11.0845
[46] valid_0's poisson: -109.19 valid_0's tweedie: 11.0844
[47] valid_0's poisson: -109.205 valid_0's tweedie: 11.0852
[48] valid_0's poisson: -109.211 valid_0's tweedie: 11.0853
[49] valid_0's poisson: -109.212 valid_0's tweedie: 11.0855
[50] valid_0's poisson: -109.211 valid_0's tweedie: 11.0855
[51] valid_0's poisson: -109.215 valid_0's tweedie: 11.0852
[52] valid_0's poisson: -109.215 valid_0's tweedie: 11.0853
[53] valid_0's poisson: -109.218 valid_0's tweedie: 11.0853
[54] valid_0's poisson: -109.223 valid_0's tweedie: 11.0856
[55] valid_0's poisson: -109.224 valid_0's tweedie: 11.0873
[56] valid_0's poisson: -109.238 valid_0's tweedie: 11.0867
[57] valid_0's poisson: -109.244 valid_0's tweedie: 11.0856
[58] valid_0's poisson: -109.254 valid_0's tweedie: 11.0856
[59] valid_0's poisson: -109.255 valid_0's tweedie: 11.0866
[60] valid_0's poisson: -109.266 valid_0's tweedie: 11.0856
[61] valid_0's poisson: -109.267 valid_0's tweedie: 11.0858
[62] valid_0's poisson: -109.266 valid_0's tweedie: 11.0868
[63] valid_0's poisson: -109.28 valid_0's tweedie: 11.0863
[64] valid_0's poisson: -109.289 valid_0's tweedie: 11.0855
[65] valid_0's poisson: -109.292 valid_0's tweedie: 11.0858
[66] valid_0's poisson: -109.298 valid_0's tweedie: 11.086
[67] valid_0's poisson: -109.299 valid_0's tweedie: 11.0856
[68] valid_0's poisson: -109.299 valid_0's tweedie: 11.0853
[69] valid_0's poisson: -109.305 valid_0's tweedie: 11.0852
[70] valid_0's poisson: -109.305 valid_0's tweedie: 11.0853
[71] valid_0's poisson: -109.304 valid_0's tweedie: 11.0858
[72] valid_0's poisson: -109.305 valid_0's tweedie: 11.0863
[73] valid_0's poisson: -109.304 valid_0's tweedie: 11.0869
[74] valid_0's poisson: -109.318 valid_0's tweedie: 11.0857
[75] valid_0's poisson: -109.319 valid_0's tweedie: 11.0852
[76] valid_0's poisson: -109.319 valid_0's tweedie: 11.0864
[77] valid_0's poisson: -109.321 valid_0's tweedie: 11.0867
[78] valid_0's poisson: -109.333 valid_0's tweedie: 11.0867
[79] valid_0's poisson: -109.339 valid_0's tweedie: 11.0872
[80] valid_0's poisson: -109.347 valid_0's tweedie: 11.0868
[81] valid_0's poisson: -109.347 valid_0's tweedie: 11.0869
[82] valid_0's poisson: -109.346 valid_0's tweedie: 11.0872
[83] valid_0's poisson: -109.345 valid_0's tweedie: 11.0887
[84] valid_0's poisson: -109.346 valid_0's tweedie: 11.0884
[85] valid_0's poisson: -109.352 valid_0's tweedie: 11.0881
[86] valid_0's poisson: -109.357 valid_0's tweedie: 11.0871
[87] valid_0's poisson: -109.36 valid_0's tweedie: 11.0871
[88] valid_0's poisson: -109.367 valid_0's tweedie: 11.0864
[89] valid_0's poisson: -109.378 valid_0's tweedie: 11.0858
[90] valid_0's poisson: -109.379 valid_0's tweedie: 11.0858
[91] valid_0's poisson: -109.38 valid_0's tweedie: 11.0868
[92] valid_0's poisson: -109.381 valid_0's tweedie: 11.0863
[93] valid_0's poisson: -109.389 valid_0's tweedie: 11.0858
[94] valid_0's poisson: -109.4 valid_0's tweedie: 11.0857
[95] valid_0's poisson: -109.402 valid_0's tweedie: 11.0852
[96] valid_0's poisson: -109.404 valid_0's tweedie: 11.0851
[97] valid_0's poisson: -109.404 valid_0's tweedie: 11.0855
[98] valid_0's poisson: -109.403 valid_0's tweedie: 11.0852
[99] valid_0's poisson: -109.405 valid_0's tweedie: 11.0857
[100] valid_0's poisson: -109.41 valid_0's tweedie: 11.0857
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=1, learning_rate=0.25, max_depth=4, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.6471 valid_0's tweedie: 262.307
[2] valid_0's poisson: -99.9416 valid_0's tweedie: 259.351
[3] valid_0's poisson: -102.546 valid_0's tweedie: 257.527
[4] valid_0's poisson: -104.323 valid_0's tweedie: 256.256
[5] valid_0's poisson: -105.565 valid_0's tweedie: 255.355
[6] valid_0's poisson: -106.438 valid_0's tweedie: 254.713
[7] valid_0's poisson: -107.085 valid_0's tweedie: 254.232
[8] valid_0's poisson: -107.535 valid_0's tweedie: 253.889
[9] valid_0's poisson: -107.895 valid_0's tweedie: 253.619
[10] valid_0's poisson: -108.167 valid_0's tweedie: 253.414
[11] valid_0's poisson: -108.384 valid_0's tweedie: 253.25
[12] valid_0's poisson: -108.527 valid_0's tweedie: 253.14
[13] valid_0's poisson: -108.606 valid_0's tweedie: 253.078
[14] valid_0's poisson: -108.688 valid_0's tweedie: 253.017
[15] valid_0's poisson: -108.747 valid_0's tweedie: 252.973
[16] valid_0's poisson: -108.847 valid_0's tweedie: 252.903
[17] valid_0's poisson: -108.9 valid_0's tweedie: 252.865
[18] valid_0's poisson: -108.956 valid_0's tweedie: 252.826
[19] valid_0's poisson: -109.044 valid_0's tweedie: 252.767
[20] valid_0's poisson: -109.069 valid_0's tweedie: 252.749
[21] valid_0's poisson: -109.114 valid_0's tweedie: 252.719
[22] valid_0's poisson: -109.145 valid_0's tweedie: 252.698
[23] valid_0's poisson: -109.152 valid_0's tweedie: 252.693
[24] valid_0's poisson: -109.201 valid_0's tweedie: 252.659
[25] valid_0's poisson: -109.228 valid_0's tweedie: 252.64
[26] valid_0's poisson: -109.241 valid_0's tweedie: 252.629
[27] valid_0's poisson: -109.257 valid_0's tweedie: 252.618
[28] valid_0's poisson: -109.289 valid_0's tweedie: 252.597
[29] valid_0's poisson: -109.308 valid_0's tweedie: 252.584
[30] valid_0's poisson: -109.316 valid_0's tweedie: 252.579
[31] valid_0's poisson: -109.327 valid_0's tweedie: 252.571
[32] valid_0's poisson: -109.349 valid_0's tweedie: 252.557
[33] valid_0's poisson: -109.365 valid_0's tweedie: 252.547
[34] valid_0's poisson: -109.385 valid_0's tweedie: 252.532
[35] valid_0's poisson: -109.388 valid_0's tweedie: 252.529
[36] valid_0's poisson: -109.395 valid_0's tweedie: 252.524
[37] valid_0's poisson: -109.41 valid_0's tweedie: 252.514
[38] valid_0's poisson: -109.439 valid_0's tweedie: 252.496
[39] valid_0's poisson: -109.442 valid_0's tweedie: 252.493
[40] valid_0's poisson: -109.438 valid_0's tweedie: 252.496
[41] valid_0's poisson: -109.447 valid_0's tweedie: 252.49
[42] valid_0's poisson: -109.457 valid_0's tweedie: 252.484
[43] valid_0's poisson: -109.471 valid_0's tweedie: 252.473
[44] valid_0's poisson: -109.473 valid_0's tweedie: 252.472
[45] valid_0's poisson: -109.482 valid_0's tweedie: 252.466
[46] valid_0's poisson: -109.498 valid_0's tweedie: 252.456
[47] valid_0's poisson: -109.499 valid_0's tweedie: 252.455
[48] valid_0's poisson: -109.506 valid_0's tweedie: 252.45
[49] valid_0's poisson: -109.507 valid_0's tweedie: 252.45
[50] valid_0's poisson: -109.518 valid_0's tweedie: 252.442
[51] valid_0's poisson: -109.525 valid_0's tweedie: 252.437
[52] valid_0's poisson: -109.53 valid_0's tweedie: 252.434
[53] valid_0's poisson: -109.532 valid_0's tweedie: 252.432
[54] valid_0's poisson: -109.537 valid_0's tweedie: 252.429
[55] valid_0's poisson: -109.54 valid_0's tweedie: 252.427
[56] valid_0's poisson: -109.541 valid_0's tweedie: 252.426
[57] valid_0's poisson: -109.545 valid_0's tweedie: 252.424
[58] valid_0's poisson: -109.544 valid_0's tweedie: 252.424
[59] valid_0's poisson: -109.55 valid_0's tweedie: 252.421
[60] valid_0's poisson: -109.563 valid_0's tweedie: 252.412
[61] valid_0's poisson: -109.568 valid_0's tweedie: 252.409
[62] valid_0's poisson: -109.573 valid_0's tweedie: 252.405
[63] valid_0's poisson: -109.579 valid_0's tweedie: 252.401
[64] valid_0's poisson: -109.589 valid_0's tweedie: 252.394
[65] valid_0's poisson: -109.593 valid_0's tweedie: 252.391
[66] valid_0's poisson: -109.598 valid_0's tweedie: 252.388
[67] valid_0's poisson: -109.609 valid_0's tweedie: 252.381
[68] valid_0's poisson: -109.609 valid_0's tweedie: 252.381
[69] valid_0's poisson: -109.614 valid_0's tweedie: 252.378
[70] valid_0's poisson: -109.616 valid_0's tweedie: 252.376
[71] valid_0's poisson: -109.624 valid_0's tweedie: 252.371
[72] valid_0's poisson: -109.628 valid_0's tweedie: 252.367
[73] valid_0's poisson: -109.638 valid_0's tweedie: 252.361
[74] valid_0's poisson: -109.642 valid_0's tweedie: 252.358
[75] valid_0's poisson: -109.652 valid_0's tweedie: 252.351
[76] valid_0's poisson: -109.657 valid_0's tweedie: 252.348
[77] valid_0's poisson: -109.662 valid_0's tweedie: 252.345
[78] valid_0's poisson: -109.661 valid_0's tweedie: 252.345
[79] valid_0's poisson: -109.663 valid_0's tweedie: 252.344
[80] valid_0's poisson: -109.673 valid_0's tweedie: 252.337
[81] valid_0's poisson: -109.674 valid_0's tweedie: 252.337
[82] valid_0's poisson: -109.671 valid_0's tweedie: 252.338
[83] valid_0's poisson: -109.673 valid_0's tweedie: 252.337
[84] valid_0's poisson: -109.672 valid_0's tweedie: 252.338
[85] valid_0's poisson: -109.672 valid_0's tweedie: 252.337
[86] valid_0's poisson: -109.671 valid_0's tweedie: 252.338
[87] valid_0's poisson: -109.669 valid_0's tweedie: 252.339
[88] valid_0's poisson: -109.677 valid_0's tweedie: 252.335
[89] valid_0's poisson: -109.677 valid_0's tweedie: 252.334
[90] valid_0's poisson: -109.676 valid_0's tweedie: 252.335
[91] valid_0's poisson: -109.677 valid_0's tweedie: 252.335
[92] valid_0's poisson: -109.674 valid_0's tweedie: 252.336
[93] valid_0's poisson: -109.672 valid_0's tweedie: 252.337
[94] valid_0's poisson: -109.674 valid_0's tweedie: 252.336
[95] valid_0's poisson: -109.677 valid_0's tweedie: 252.334
[96] valid_0's poisson: -109.679 valid_0's tweedie: 252.332
[97] valid_0's poisson: -109.68 valid_0's tweedie: 252.332
[98] valid_0's poisson: -109.679 valid_0's tweedie: 252.333
[99] valid_0's poisson: -109.68 valid_0's tweedie: 252.332
[100] valid_0's poisson: -109.679 valid_0's tweedie: 252.333
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.6342 valid_0's tweedie: 262.314
[2] valid_0's poisson: -100.12 valid_0's tweedie: 259.228
[3] valid_0's poisson: -102.73 valid_0's tweedie: 257.4
[4] valid_0's poisson: -104.474 valid_0's tweedie: 256.156
[5] valid_0's poisson: -105.644 valid_0's tweedie: 255.304
[6] valid_0's poisson: -106.551 valid_0's tweedie: 254.641
[7] valid_0's poisson: -107.173 valid_0's tweedie: 254.173
[8] valid_0's poisson: -107.608 valid_0's tweedie: 253.843
[9] valid_0's poisson: -107.962 valid_0's tweedie: 253.576
[10] valid_0's poisson: -108.241 valid_0's tweedie: 253.367
[11] valid_0's poisson: -108.427 valid_0's tweedie: 253.227
[12] valid_0's poisson: -108.561 valid_0's tweedie: 253.124
[13] valid_0's poisson: -108.678 valid_0's tweedie: 253.039
[14] valid_0's poisson: -108.765 valid_0's tweedie: 252.972
[15] valid_0's poisson: -108.833 valid_0's tweedie: 252.921
[16] valid_0's poisson: -108.885 valid_0's tweedie: 252.884
[17] valid_0's poisson: -108.979 valid_0's tweedie: 252.814
[18] valid_0's poisson: -109.054 valid_0's tweedie: 252.763
[19] valid_0's poisson: -109.078 valid_0's tweedie: 252.745
[20] valid_0's poisson: -109.128 valid_0's tweedie: 252.709
[21] valid_0's poisson: -109.143 valid_0's tweedie: 252.697
[22] valid_0's poisson: -109.17 valid_0's tweedie: 252.678
[23] valid_0's poisson: -109.201 valid_0's tweedie: 252.657
[24] valid_0's poisson: -109.204 valid_0's tweedie: 252.655
[25] valid_0's poisson: -109.228 valid_0's tweedie: 252.636
[26] valid_0's poisson: -109.266 valid_0's tweedie: 252.611
[27] valid_0's poisson: -109.304 valid_0's tweedie: 252.586
[28] valid_0's poisson: -109.335 valid_0's tweedie: 252.566
[29] valid_0's poisson: -109.349 valid_0's tweedie: 252.556
[30] valid_0's poisson: -109.363 valid_0's tweedie: 252.545
[31] valid_0's poisson: -109.371 valid_0's tweedie: 252.54
[32] valid_0's poisson: -109.384 valid_0's tweedie: 252.531
[33] valid_0's poisson: -109.386 valid_0's tweedie: 252.53
[34] valid_0's poisson: -109.389 valid_0's tweedie: 252.527
[35] valid_0's poisson: -109.404 valid_0's tweedie: 252.517
[36] valid_0's poisson: -109.426 valid_0's tweedie: 252.503
[37] valid_0's poisson: -109.43 valid_0's tweedie: 252.501
[38] valid_0's poisson: -109.437 valid_0's tweedie: 252.496
[39] valid_0's poisson: -109.453 valid_0's tweedie: 252.486
[40] valid_0's poisson: -109.454 valid_0's tweedie: 252.485
[41] valid_0's poisson: -109.466 valid_0's tweedie: 252.477
[42] valid_0's poisson: -109.469 valid_0's tweedie: 252.475
[43] valid_0's poisson: -109.48 valid_0's tweedie: 252.469
[44] valid_0's poisson: -109.485 valid_0's tweedie: 252.463
[45] valid_0's poisson: -109.494 valid_0's tweedie: 252.458
[46] valid_0's poisson: -109.494 valid_0's tweedie: 252.458
[47] valid_0's poisson: -109.503 valid_0's tweedie: 252.452
[48] valid_0's poisson: -109.513 valid_0's tweedie: 252.445
[49] valid_0's poisson: -109.524 valid_0's tweedie: 252.438
[50] valid_0's poisson: -109.528 valid_0's tweedie: 252.435
[51] valid_0's poisson: -109.535 valid_0's tweedie: 252.43
[52] valid_0's poisson: -109.541 valid_0's tweedie: 252.426
[53] valid_0's poisson: -109.542 valid_0's tweedie: 252.425
[54] valid_0's poisson: -109.544 valid_0's tweedie: 252.424
[55] valid_0's poisson: -109.549 valid_0's tweedie: 252.419
[56] valid_0's poisson: -109.555 valid_0's tweedie: 252.416
[57] valid_0's poisson: -109.555 valid_0's tweedie: 252.415
[58] valid_0's poisson: -109.563 valid_0's tweedie: 252.41
[59] valid_0's poisson: -109.568 valid_0's tweedie: 252.407
[60] valid_0's poisson: -109.57 valid_0's tweedie: 252.405
[61] valid_0's poisson: -109.573 valid_0's tweedie: 252.404
[62] valid_0's poisson: -109.575 valid_0's tweedie: 252.403
[63] valid_0's poisson: -109.583 valid_0's tweedie: 252.398
[64] valid_0's poisson: -109.584 valid_0's tweedie: 252.397
[65] valid_0's poisson: -109.586 valid_0's tweedie: 252.396
[66] valid_0's poisson: -109.592 valid_0's tweedie: 252.391
[67] valid_0's poisson: -109.599 valid_0's tweedie: 252.386
[68] valid_0's poisson: -109.6 valid_0's tweedie: 252.386
[69] valid_0's poisson: -109.608 valid_0's tweedie: 252.38
[70] valid_0's poisson: -109.615 valid_0's tweedie: 252.376
[71] valid_0's poisson: -109.618 valid_0's tweedie: 252.374
[72] valid_0's poisson: -109.62 valid_0's tweedie: 252.373
[73] valid_0's poisson: -109.619 valid_0's tweedie: 252.373
[74] valid_0's poisson: -109.622 valid_0's tweedie: 252.371
[75] valid_0's poisson: -109.622 valid_0's tweedie: 252.372
[76] valid_0's poisson: -109.622 valid_0's tweedie: 252.372
[77] valid_0's poisson: -109.625 valid_0's tweedie: 252.37
[78] valid_0's poisson: -109.624 valid_0's tweedie: 252.37
[79] valid_0's poisson: -109.628 valid_0's tweedie: 252.368
[80] valid_0's poisson: -109.63 valid_0's tweedie: 252.366
[81] valid_0's poisson: -109.629 valid_0's tweedie: 252.368
[82] valid_0's poisson: -109.631 valid_0's tweedie: 252.366
[83] valid_0's poisson: -109.634 valid_0's tweedie: 252.364
[84] valid_0's poisson: -109.641 valid_0's tweedie: 252.36
[85] valid_0's poisson: -109.645 valid_0's tweedie: 252.357
[86] valid_0's poisson: -109.643 valid_0's tweedie: 252.358
[87] valid_0's poisson: -109.64 valid_0's tweedie: 252.36
[88] valid_0's poisson: -109.646 valid_0's tweedie: 252.357
[89] valid_0's poisson: -109.65 valid_0's tweedie: 252.354
[90] valid_0's poisson: -109.653 valid_0's tweedie: 252.352
[91] valid_0's poisson: -109.653 valid_0's tweedie: 252.352
[92] valid_0's poisson: -109.653 valid_0's tweedie: 252.352
[93] valid_0's poisson: -109.66 valid_0's tweedie: 252.347
[94] valid_0's poisson: -109.66 valid_0's tweedie: 252.347
[95] valid_0's poisson: -109.66 valid_0's tweedie: 252.347
[96] valid_0's poisson: -109.662 valid_0's tweedie: 252.346
[97] valid_0's poisson: -109.663 valid_0's tweedie: 252.345
[98] valid_0's poisson: -109.667 valid_0's tweedie: 252.342
[99] valid_0's poisson: -109.666 valid_0's tweedie: 252.343
[100] valid_0's poisson: -109.665 valid_0's tweedie: 252.344
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.7181 valid_0's tweedie: 262.259
[2] valid_0's poisson: -100.089 valid_0's tweedie: 259.253
[3] valid_0's poisson: -102.678 valid_0's tweedie: 257.438
[4] valid_0's poisson: -104.437 valid_0's tweedie: 256.18
[5] valid_0's poisson: -105.646 valid_0's tweedie: 255.304
[6] valid_0's poisson: -106.482 valid_0's tweedie: 254.684
[7] valid_0's poisson: -107.135 valid_0's tweedie: 254.2
[8] valid_0's poisson: -107.644 valid_0's tweedie: 253.817
[9] valid_0's poisson: -107.943 valid_0's tweedie: 253.584
[10] valid_0's poisson: -108.215 valid_0's tweedie: 253.38
[11] valid_0's poisson: -108.423 valid_0's tweedie: 253.225
[12] valid_0's poisson: -108.56 valid_0's tweedie: 253.121
[13] valid_0's poisson: -108.667 valid_0's tweedie: 253.041
[14] valid_0's poisson: -108.748 valid_0's tweedie: 252.976
[15] valid_0's poisson: -108.834 valid_0's tweedie: 252.914
[16] valid_0's poisson: -108.911 valid_0's tweedie: 252.858
[17] valid_0's poisson: -108.974 valid_0's tweedie: 252.813
[18] valid_0's poisson: -109.028 valid_0's tweedie: 252.776
[19] valid_0's poisson: -109.05 valid_0's tweedie: 252.759
[20] valid_0's poisson: -109.08 valid_0's tweedie: 252.737
[21] valid_0's poisson: -109.111 valid_0's tweedie: 252.716
[22] valid_0's poisson: -109.133 valid_0's tweedie: 252.7
[23] valid_0's poisson: -109.141 valid_0's tweedie: 252.695
[24] valid_0's poisson: -109.189 valid_0's tweedie: 252.663
[25] valid_0's poisson: -109.237 valid_0's tweedie: 252.631
[26] valid_0's poisson: -109.259 valid_0's tweedie: 252.617
[27] valid_0's poisson: -109.282 valid_0's tweedie: 252.601
[28] valid_0's poisson: -109.302 valid_0's tweedie: 252.585
[29] valid_0's poisson: -109.302 valid_0's tweedie: 252.585
[30] valid_0's poisson: -109.336 valid_0's tweedie: 252.562
[31] valid_0's poisson: -109.362 valid_0's tweedie: 252.544
[32] valid_0's poisson: -109.374 valid_0's tweedie: 252.537
[33] valid_0's poisson: -109.4 valid_0's tweedie: 252.519
[34] valid_0's poisson: -109.406 valid_0's tweedie: 252.515
[35] valid_0's poisson: -109.422 valid_0's tweedie: 252.505
[36] valid_0's poisson: -109.448 valid_0's tweedie: 252.487
[37] valid_0's poisson: -109.456 valid_0's tweedie: 252.481
[38] valid_0's poisson: -109.469 valid_0's tweedie: 252.473
[39] valid_0's poisson: -109.478 valid_0's tweedie: 252.466
[40] valid_0's poisson: -109.481 valid_0's tweedie: 252.464
[41] valid_0's poisson: -109.485 valid_0's tweedie: 252.461
[42] valid_0's poisson: -109.487 valid_0's tweedie: 252.46
[43] valid_0's poisson: -109.486 valid_0's tweedie: 252.46
[44] valid_0's poisson: -109.486 valid_0's tweedie: 252.461
[45] valid_0's poisson: -109.493 valid_0's tweedie: 252.454
[46] valid_0's poisson: -109.492 valid_0's tweedie: 252.455
[47] valid_0's poisson: -109.497 valid_0's tweedie: 252.452
[48] valid_0's poisson: -109.499 valid_0's tweedie: 252.45
[49] valid_0's poisson: -109.501 valid_0's tweedie: 252.449
[50] valid_0's poisson: -109.515 valid_0's tweedie: 252.44
[51] valid_0's poisson: -109.525 valid_0's tweedie: 252.434
[52] valid_0's poisson: -109.537 valid_0's tweedie: 252.426
[53] valid_0's poisson: -109.538 valid_0's tweedie: 252.425
[54] valid_0's poisson: -109.539 valid_0's tweedie: 252.425
[55] valid_0's poisson: -109.544 valid_0's tweedie: 252.422
[56] valid_0's poisson: -109.55 valid_0's tweedie: 252.417
[57] valid_0's poisson: -109.557 valid_0's tweedie: 252.413
[58] valid_0's poisson: -109.562 valid_0's tweedie: 252.409
[59] valid_0's poisson: -109.57 valid_0's tweedie: 252.404
[60] valid_0's poisson: -109.572 valid_0's tweedie: 252.402
[61] valid_0's poisson: -109.569 valid_0's tweedie: 252.404
[62] valid_0's poisson: -109.574 valid_0's tweedie: 252.4
[63] valid_0's poisson: -109.576 valid_0's tweedie: 252.399
[64] valid_0's poisson: -109.583 valid_0's tweedie: 252.394
[65] valid_0's poisson: -109.587 valid_0's tweedie: 252.391
[66] valid_0's poisson: -109.598 valid_0's tweedie: 252.384
[67] valid_0's poisson: -109.604 valid_0's tweedie: 252.38
[68] valid_0's poisson: -109.607 valid_0's tweedie: 252.378
[69] valid_0's poisson: -109.609 valid_0's tweedie: 252.377
[70] valid_0's poisson: -109.608 valid_0's tweedie: 252.377
[71] valid_0's poisson: -109.62 valid_0's tweedie: 252.37
[72] valid_0's poisson: -109.618 valid_0's tweedie: 252.371
[73] valid_0's poisson: -109.623 valid_0's tweedie: 252.367
[74] valid_0's poisson: -109.632 valid_0's tweedie: 252.361
[75] valid_0's poisson: -109.638 valid_0's tweedie: 252.357
[76] valid_0's poisson: -109.639 valid_0's tweedie: 252.356
[77] valid_0's poisson: -109.648 valid_0's tweedie: 252.35
[78] valid_0's poisson: -109.645 valid_0's tweedie: 252.352
[79] valid_0's poisson: -109.646 valid_0's tweedie: 252.351
[80] valid_0's poisson: -109.647 valid_0's tweedie: 252.351
[81] valid_0's poisson: -109.652 valid_0's tweedie: 252.348
[82] valid_0's poisson: -109.655 valid_0's tweedie: 252.346
[83] valid_0's poisson: -109.656 valid_0's tweedie: 252.345
[84] valid_0's poisson: -109.66 valid_0's tweedie: 252.343
[85] valid_0's poisson: -109.659 valid_0's tweedie: 252.343
[86] valid_0's poisson: -109.667 valid_0's tweedie: 252.337
[87] valid_0's poisson: -109.668 valid_0's tweedie: 252.336
[88] valid_0's poisson: -109.67 valid_0's tweedie: 252.335
[89] valid_0's poisson: -109.677 valid_0's tweedie: 252.331
[90] valid_0's poisson: -109.675 valid_0's tweedie: 252.332
[91] valid_0's poisson: -109.676 valid_0's tweedie: 252.331
[92] valid_0's poisson: -109.678 valid_0's tweedie: 252.33
[93] valid_0's poisson: -109.683 valid_0's tweedie: 252.327
[94] valid_0's poisson: -109.684 valid_0's tweedie: 252.326
[95] valid_0's poisson: -109.686 valid_0's tweedie: 252.325
[96] valid_0's poisson: -109.692 valid_0's tweedie: 252.322
[97] valid_0's poisson: -109.691 valid_0's tweedie: 252.322
[98] valid_0's poisson: -109.691 valid_0's tweedie: 252.322
[99] valid_0's poisson: -109.693 valid_0's tweedie: 252.321
[100] valid_0's poisson: -109.692 valid_0's tweedie: 252.321
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.7905 valid_0's tweedie: 262.209
[2] valid_0's poisson: -100.184 valid_0's tweedie: 259.185
[3] valid_0's poisson: -102.76 valid_0's tweedie: 257.38
[4] valid_0's poisson: -104.482 valid_0's tweedie: 256.146
[5] valid_0's poisson: -105.718 valid_0's tweedie: 255.25
[6] valid_0's poisson: -106.635 valid_0's tweedie: 254.575
[7] valid_0's poisson: -107.206 valid_0's tweedie: 254.145
[8] valid_0's poisson: -107.65 valid_0's tweedie: 253.809
[9] valid_0's poisson: -107.966 valid_0's tweedie: 253.569
[10] valid_0's poisson: -108.225 valid_0's tweedie: 253.375
[11] valid_0's poisson: -108.4 valid_0's tweedie: 253.238
[12] valid_0's poisson: -108.544 valid_0's tweedie: 253.133
[13] valid_0's poisson: -108.649 valid_0's tweedie: 253.049
[14] valid_0's poisson: -108.716 valid_0's tweedie: 252.997
[15] valid_0's poisson: -108.768 valid_0's tweedie: 252.958
[16] valid_0's poisson: -108.846 valid_0's tweedie: 252.9
[17] valid_0's poisson: -108.922 valid_0's tweedie: 252.849
[18] valid_0's poisson: -108.998 valid_0's tweedie: 252.797
[19] valid_0's poisson: -109.025 valid_0's tweedie: 252.776
[20] valid_0's poisson: -109.06 valid_0's tweedie: 252.75
[21] valid_0's poisson: -109.109 valid_0's tweedie: 252.718
[22] valid_0's poisson: -109.135 valid_0's tweedie: 252.699
[23] valid_0's poisson: -109.157 valid_0's tweedie: 252.684
[24] valid_0's poisson: -109.172 valid_0's tweedie: 252.673
[25] valid_0's poisson: -109.196 valid_0's tweedie: 252.656
[26] valid_0's poisson: -109.208 valid_0's tweedie: 252.648
[27] valid_0's poisson: -109.243 valid_0's tweedie: 252.625
[28] valid_0's poisson: -109.267 valid_0's tweedie: 252.609
[29] valid_0's poisson: -109.279 valid_0's tweedie: 252.601
[30] valid_0's poisson: -109.295 valid_0's tweedie: 252.591
[31] valid_0's poisson: -109.307 valid_0's tweedie: 252.581
[32] valid_0's poisson: -109.324 valid_0's tweedie: 252.57
[33] valid_0's poisson: -109.344 valid_0's tweedie: 252.557
[34] valid_0's poisson: -109.358 valid_0's tweedie: 252.548
[35] valid_0's poisson: -109.363 valid_0's tweedie: 252.544
[36] valid_0's poisson: -109.37 valid_0's tweedie: 252.539
[37] valid_0's poisson: -109.38 valid_0's tweedie: 252.532
[38] valid_0's poisson: -109.386 valid_0's tweedie: 252.528
[39] valid_0's poisson: -109.388 valid_0's tweedie: 252.527
[40] valid_0's poisson: -109.395 valid_0's tweedie: 252.523
[41] valid_0's poisson: -109.396 valid_0's tweedie: 252.522
[42] valid_0's poisson: -109.407 valid_0's tweedie: 252.514
[43] valid_0's poisson: -109.424 valid_0's tweedie: 252.504
[44] valid_0's poisson: -109.432 valid_0's tweedie: 252.499
[45] valid_0's poisson: -109.439 valid_0's tweedie: 252.493
[46] valid_0's poisson: -109.442 valid_0's tweedie: 252.492
[47] valid_0's poisson: -109.45 valid_0's tweedie: 252.486
[48] valid_0's poisson: -109.456 valid_0's tweedie: 252.481
[49] valid_0's poisson: -109.465 valid_0's tweedie: 252.476
[50] valid_0's poisson: -109.472 valid_0's tweedie: 252.471
[51] valid_0's poisson: -109.477 valid_0's tweedie: 252.468
[52] valid_0's poisson: -109.478 valid_0's tweedie: 252.467
[53] valid_0's poisson: -109.478 valid_0's tweedie: 252.467
[54] valid_0's poisson: -109.481 valid_0's tweedie: 252.465
[55] valid_0's poisson: -109.502 valid_0's tweedie: 252.451
[56] valid_0's poisson: -109.503 valid_0's tweedie: 252.45
[57] valid_0's poisson: -109.51 valid_0's tweedie: 252.445
[58] valid_0's poisson: -109.522 valid_0's tweedie: 252.437
[59] valid_0's poisson: -109.538 valid_0's tweedie: 252.426
[60] valid_0's poisson: -109.548 valid_0's tweedie: 252.42
[61] valid_0's poisson: -109.551 valid_0's tweedie: 252.417
[62] valid_0's poisson: -109.559 valid_0's tweedie: 252.413
[63] valid_0's poisson: -109.563 valid_0's tweedie: 252.41
[64] valid_0's poisson: -109.563 valid_0's tweedie: 252.41
[65] valid_0's poisson: -109.567 valid_0's tweedie: 252.408
[66] valid_0's poisson: -109.577 valid_0's tweedie: 252.401
[67] valid_0's poisson: -109.578 valid_0's tweedie: 252.4
[68] valid_0's poisson: -109.575 valid_0's tweedie: 252.402
[69] valid_0's poisson: -109.58 valid_0's tweedie: 252.399
[70] valid_0's poisson: -109.601 valid_0's tweedie: 252.385
[71] valid_0's poisson: -109.607 valid_0's tweedie: 252.381
[72] valid_0's poisson: -109.62 valid_0's tweedie: 252.372
[73] valid_0's poisson: -109.626 valid_0's tweedie: 252.369
[74] valid_0's poisson: -109.63 valid_0's tweedie: 252.366
[75] valid_0's poisson: -109.631 valid_0's tweedie: 252.365
[76] valid_0's poisson: -109.642 valid_0's tweedie: 252.359
[77] valid_0's poisson: -109.645 valid_0's tweedie: 252.356
[78] valid_0's poisson: -109.647 valid_0's tweedie: 252.355
[79] valid_0's poisson: -109.644 valid_0's tweedie: 252.356
[80] valid_0's poisson: -109.647 valid_0's tweedie: 252.355
[81] valid_0's poisson: -109.647 valid_0's tweedie: 252.355
[82] valid_0's poisson: -109.652 valid_0's tweedie: 252.352
[83] valid_0's poisson: -109.66 valid_0's tweedie: 252.347
[84] valid_0's poisson: -109.663 valid_0's tweedie: 252.345
[85] valid_0's poisson: -109.668 valid_0's tweedie: 252.341
[86] valid_0's poisson: -109.666 valid_0's tweedie: 252.343
[87] valid_0's poisson: -109.665 valid_0's tweedie: 252.343
[88] valid_0's poisson: -109.667 valid_0's tweedie: 252.342
[89] valid_0's poisson: -109.675 valid_0's tweedie: 252.336
[90] valid_0's poisson: -109.677 valid_0's tweedie: 252.335
[91] valid_0's poisson: -109.676 valid_0's tweedie: 252.336
[92] valid_0's poisson: -109.675 valid_0's tweedie: 252.336
[93] valid_0's poisson: -109.672 valid_0's tweedie: 252.339
[94] valid_0's poisson: -109.681 valid_0's tweedie: 252.333
[95] valid_0's poisson: -109.681 valid_0's tweedie: 252.332
[96] valid_0's poisson: -109.681 valid_0's tweedie: 252.332
[97] valid_0's poisson: -109.683 valid_0's tweedie: 252.331
[98] valid_0's poisson: -109.683 valid_0's tweedie: 252.332
[99] valid_0's poisson: -109.687 valid_0's tweedie: 252.329
[100] valid_0's poisson: -109.69 valid_0's tweedie: 252.327
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.6947 valid_0's tweedie: 262.279
[2] valid_0's poisson: -99.9977 valid_0's tweedie: 259.317
[3] valid_0's poisson: -102.618 valid_0's tweedie: 257.48
[4] valid_0's poisson: -104.316 valid_0's tweedie: 256.265
[5] valid_0's poisson: -105.539 valid_0's tweedie: 255.377
[6] valid_0's poisson: -106.543 valid_0's tweedie: 254.642
[7] valid_0's poisson: -107.181 valid_0's tweedie: 254.167
[8] valid_0's poisson: -107.624 valid_0's tweedie: 253.83
[9] valid_0's poisson: -107.971 valid_0's tweedie: 253.566
[10] valid_0's poisson: -108.169 valid_0's tweedie: 253.409
[11] valid_0's poisson: -108.34 valid_0's tweedie: 253.278
[12] valid_0's poisson: -108.473 valid_0's tweedie: 253.179
[13] valid_0's poisson: -108.568 valid_0's tweedie: 253.108
[14] valid_0's poisson: -108.668 valid_0's tweedie: 253.036
[15] valid_0's poisson: -108.719 valid_0's tweedie: 252.998
[16] valid_0's poisson: -108.791 valid_0's tweedie: 252.942
[17] valid_0's poisson: -108.821 valid_0's tweedie: 252.919
[18] valid_0's poisson: -108.878 valid_0's tweedie: 252.879
[19] valid_0's poisson: -108.957 valid_0's tweedie: 252.824
[20] valid_0's poisson: -108.978 valid_0's tweedie: 252.808
[21] valid_0's poisson: -109.011 valid_0's tweedie: 252.784
[22] valid_0's poisson: -109.015 valid_0's tweedie: 252.781
[23] valid_0's poisson: -109.071 valid_0's tweedie: 252.744
[24] valid_0's poisson: -109.107 valid_0's tweedie: 252.719
[25] valid_0's poisson: -109.135 valid_0's tweedie: 252.7
[26] valid_0's poisson: -109.155 valid_0's tweedie: 252.687
[27] valid_0's poisson: -109.182 valid_0's tweedie: 252.669
[28] valid_0's poisson: -109.22 valid_0's tweedie: 252.641
[29] valid_0's poisson: -109.252 valid_0's tweedie: 252.62
[30] valid_0's poisson: -109.271 valid_0's tweedie: 252.607
[31] valid_0's poisson: -109.273 valid_0's tweedie: 252.605
[32] valid_0's poisson: -109.296 valid_0's tweedie: 252.589
[33] valid_0's poisson: -109.312 valid_0's tweedie: 252.578
[34] valid_0's poisson: -109.323 valid_0's tweedie: 252.571
[35] valid_0's poisson: -109.327 valid_0's tweedie: 252.568
[36] valid_0's poisson: -109.34 valid_0's tweedie: 252.559
[37] valid_0's poisson: -109.345 valid_0's tweedie: 252.555
[38] valid_0's poisson: -109.361 valid_0's tweedie: 252.545
[39] valid_0's poisson: -109.377 valid_0's tweedie: 252.534
[40] valid_0's poisson: -109.398 valid_0's tweedie: 252.52
[41] valid_0's poisson: -109.403 valid_0's tweedie: 252.517
[42] valid_0's poisson: -109.408 valid_0's tweedie: 252.513
[43] valid_0's poisson: -109.42 valid_0's tweedie: 252.505
[44] valid_0's poisson: -109.435 valid_0's tweedie: 252.496
[45] valid_0's poisson: -109.439 valid_0's tweedie: 252.493
[46] valid_0's poisson: -109.441 valid_0's tweedie: 252.492
[47] valid_0's poisson: -109.442 valid_0's tweedie: 252.491
[48] valid_0's poisson: -109.449 valid_0's tweedie: 252.486
[49] valid_0's poisson: -109.466 valid_0's tweedie: 252.476
[50] valid_0's poisson: -109.472 valid_0's tweedie: 252.471
[51] valid_0's poisson: -109.483 valid_0's tweedie: 252.465
[52] valid_0's poisson: -109.486 valid_0's tweedie: 252.463
[53] valid_0's poisson: -109.499 valid_0's tweedie: 252.454
[54] valid_0's poisson: -109.509 valid_0's tweedie: 252.448
[55] valid_0's poisson: -109.515 valid_0's tweedie: 252.444
[56] valid_0's poisson: -109.528 valid_0's tweedie: 252.435
[57] valid_0's poisson: -109.541 valid_0's tweedie: 252.424
[58] valid_0's poisson: -109.545 valid_0's tweedie: 252.422
[59] valid_0's poisson: -109.555 valid_0's tweedie: 252.416
[60] valid_0's poisson: -109.555 valid_0's tweedie: 252.416
[61] valid_0's poisson: -109.557 valid_0's tweedie: 252.415
[62] valid_0's poisson: -109.568 valid_0's tweedie: 252.407
[63] valid_0's poisson: -109.568 valid_0's tweedie: 252.407
[64] valid_0's poisson: -109.573 valid_0's tweedie: 252.404
[65] valid_0's poisson: -109.578 valid_0's tweedie: 252.401
[66] valid_0's poisson: -109.579 valid_0's tweedie: 252.4
[67] valid_0's poisson: -109.583 valid_0's tweedie: 252.398
[68] valid_0's poisson: -109.597 valid_0's tweedie: 252.388
[69] valid_0's poisson: -109.597 valid_0's tweedie: 252.388
[70] valid_0's poisson: -109.598 valid_0's tweedie: 252.387
[71] valid_0's poisson: -109.598 valid_0's tweedie: 252.386
[72] valid_0's poisson: -109.597 valid_0's tweedie: 252.387
[73] valid_0's poisson: -109.596 valid_0's tweedie: 252.388
[74] valid_0's poisson: -109.608 valid_0's tweedie: 252.38
[75] valid_0's poisson: -109.618 valid_0's tweedie: 252.373
[76] valid_0's poisson: -109.62 valid_0's tweedie: 252.371
[77] valid_0's poisson: -109.622 valid_0's tweedie: 252.37
[78] valid_0's poisson: -109.626 valid_0's tweedie: 252.367
[79] valid_0's poisson: -109.63 valid_0's tweedie: 252.365
[80] valid_0's poisson: -109.631 valid_0's tweedie: 252.364
[81] valid_0's poisson: -109.635 valid_0's tweedie: 252.362
[82] valid_0's poisson: -109.636 valid_0's tweedie: 252.361
[83] valid_0's poisson: -109.633 valid_0's tweedie: 252.363
[84] valid_0's poisson: -109.636 valid_0's tweedie: 252.361
[85] valid_0's poisson: -109.637 valid_0's tweedie: 252.36
[86] valid_0's poisson: -109.635 valid_0's tweedie: 252.362
[87] valid_0's poisson: -109.635 valid_0's tweedie: 252.362
[88] valid_0's poisson: -109.64 valid_0's tweedie: 252.358
[89] valid_0's poisson: -109.638 valid_0's tweedie: 252.359
[90] valid_0's poisson: -109.641 valid_0's tweedie: 252.358
[91] valid_0's poisson: -109.644 valid_0's tweedie: 252.356
[92] valid_0's poisson: -109.643 valid_0's tweedie: 252.357
[93] valid_0's poisson: -109.644 valid_0's tweedie: 252.356
[94] valid_0's poisson: -109.646 valid_0's tweedie: 252.355
[95] valid_0's poisson: -109.648 valid_0's tweedie: 252.353
[96] valid_0's poisson: -109.649 valid_0's tweedie: 252.352
[97] valid_0's poisson: -109.649 valid_0's tweedie: 252.352
[98] valid_0's poisson: -109.648 valid_0's tweedie: 252.353
[99] valid_0's poisson: -109.648 valid_0's tweedie: 252.353
[100] valid_0's poisson: -109.647 valid_0's tweedie: 252.354
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=5, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -96.1483 valid_0's tweedie: 15.3232
[2] valid_0's poisson: -99.2302 valid_0's tweedie: 15.101
[3] valid_0's poisson: -101.147 valid_0's tweedie: 14.9816
[4] valid_0's poisson: -102.512 valid_0's tweedie: 14.9139
[5] valid_0's poisson: -103.646 valid_0's tweedie: 14.8608
[6] valid_0's poisson: -104.668 valid_0's tweedie: 14.8132
[7] valid_0's poisson: -105.335 valid_0's tweedie: 14.7853
[8] valid_0's poisson: -105.935 valid_0's tweedie: 14.7658
[9] valid_0's poisson: -106.393 valid_0's tweedie: 14.7488
[10] valid_0's poisson: -106.899 valid_0's tweedie: 14.7315
[11] valid_0's poisson: -107.094 valid_0's tweedie: 14.7227
[12] valid_0's poisson: -107.391 valid_0's tweedie: 14.7079
[13] valid_0's poisson: -107.615 valid_0's tweedie: 14.6994
[14] valid_0's poisson: -107.731 valid_0's tweedie: 14.6935
[15] valid_0's poisson: -107.869 valid_0's tweedie: 14.6889
[16] valid_0's poisson: -107.986 valid_0's tweedie: 14.6821
[17] valid_0's poisson: -108.073 valid_0's tweedie: 14.675
[18] valid_0's poisson: -108.156 valid_0's tweedie: 14.6719
[19] valid_0's poisson: -108.271 valid_0's tweedie: 14.6679
[20] valid_0's poisson: -108.315 valid_0's tweedie: 14.6661
[21] valid_0's poisson: -108.368 valid_0's tweedie: 14.6645
[22] valid_0's poisson: -108.436 valid_0's tweedie: 14.6621
[23] valid_0's poisson: -108.484 valid_0's tweedie: 14.6584
[24] valid_0's poisson: -108.523 valid_0's tweedie: 14.6566
[25] valid_0's poisson: -108.571 valid_0's tweedie: 14.6549
[26] valid_0's poisson: -108.588 valid_0's tweedie: 14.6528
[27] valid_0's poisson: -108.603 valid_0's tweedie: 14.6518
[28] valid_0's poisson: -108.637 valid_0's tweedie: 14.6503
[29] valid_0's poisson: -108.661 valid_0's tweedie: 14.6493
[30] valid_0's poisson: -108.666 valid_0's tweedie: 14.6487
[31] valid_0's poisson: -108.673 valid_0's tweedie: 14.6489
[32] valid_0's poisson: -108.685 valid_0's tweedie: 14.6473
[33] valid_0's poisson: -108.701 valid_0's tweedie: 14.6466
[34] valid_0's poisson: -108.723 valid_0's tweedie: 14.6461
[35] valid_0's poisson: -108.735 valid_0's tweedie: 14.6456
[36] valid_0's poisson: -108.736 valid_0's tweedie: 14.6446
[37] valid_0's poisson: -108.753 valid_0's tweedie: 14.6442
[38] valid_0's poisson: -108.763 valid_0's tweedie: 14.6441
[39] valid_0's poisson: -108.772 valid_0's tweedie: 14.6435
[40] valid_0's poisson: -108.796 valid_0's tweedie: 14.6433
[41] valid_0's poisson: -108.809 valid_0's tweedie: 14.6428
[42] valid_0's poisson: -108.834 valid_0's tweedie: 14.6414
[43] valid_0's poisson: -108.866 valid_0's tweedie: 14.641
[44] valid_0's poisson: -108.864 valid_0's tweedie: 14.6412
[45] valid_0's poisson: -108.876 valid_0's tweedie: 14.6413
[46] valid_0's poisson: -108.884 valid_0's tweedie: 14.6407
[47] valid_0's poisson: -108.898 valid_0's tweedie: 14.6405
[48] valid_0's poisson: -108.909 valid_0's tweedie: 14.6401
[49] valid_0's poisson: -108.908 valid_0's tweedie: 14.6397
[50] valid_0's poisson: -108.93 valid_0's tweedie: 14.6397
[51] valid_0's poisson: -108.944 valid_0's tweedie: 14.6395
[52] valid_0's poisson: -108.946 valid_0's tweedie: 14.6398
[53] valid_0's poisson: -108.948 valid_0's tweedie: 14.6403
[54] valid_0's poisson: -108.958 valid_0's tweedie: 14.64
[55] valid_0's poisson: -108.99 valid_0's tweedie: 14.6387
[56] valid_0's poisson: -108.992 valid_0's tweedie: 14.6407
[57] valid_0's poisson: -108.994 valid_0's tweedie: 14.6404
[58] valid_0's poisson: -108.995 valid_0's tweedie: 14.6398
[59] valid_0's poisson: -108.998 valid_0's tweedie: 14.6393
[60] valid_0's poisson: -108.999 valid_0's tweedie: 14.6393
[61] valid_0's poisson: -108.997 valid_0's tweedie: 14.6393
[62] valid_0's poisson: -108.997 valid_0's tweedie: 14.6392
[63] valid_0's poisson: -109.01 valid_0's tweedie: 14.6387
[64] valid_0's poisson: -109.012 valid_0's tweedie: 14.6383
[65] valid_0's poisson: -109.016 valid_0's tweedie: 14.6378
[66] valid_0's poisson: -109.019 valid_0's tweedie: 14.6379
[67] valid_0's poisson: -109.025 valid_0's tweedie: 14.6375
[68] valid_0's poisson: -109.026 valid_0's tweedie: 14.6373
[69] valid_0's poisson: -109.042 valid_0's tweedie: 14.6372
[70] valid_0's poisson: -109.049 valid_0's tweedie: 14.6364
[71] valid_0's poisson: -109.05 valid_0's tweedie: 14.6365
[72] valid_0's poisson: -109.05 valid_0's tweedie: 14.6371
[73] valid_0's poisson: -109.051 valid_0's tweedie: 14.6375
[74] valid_0's poisson: -109.06 valid_0's tweedie: 14.6377
[75] valid_0's poisson: -109.064 valid_0's tweedie: 14.6376
[76] valid_0's poisson: -109.067 valid_0's tweedie: 14.6371
[77] valid_0's poisson: -109.067 valid_0's tweedie: 14.6374
[78] valid_0's poisson: -109.091 valid_0's tweedie: 14.6368
[79] valid_0's poisson: -109.104 valid_0's tweedie: 14.6365
[80] valid_0's poisson: -109.109 valid_0's tweedie: 14.636
[81] valid_0's poisson: -109.109 valid_0's tweedie: 14.6357
[82] valid_0's poisson: -109.116 valid_0's tweedie: 14.6353
[83] valid_0's poisson: -109.118 valid_0's tweedie: 14.6348
[84] valid_0's poisson: -109.144 valid_0's tweedie: 14.6345
[85] valid_0's poisson: -109.147 valid_0's tweedie: 14.6342
[86] valid_0's poisson: -109.146 valid_0's tweedie: 14.634
[87] valid_0's poisson: -109.146 valid_0's tweedie: 14.6343
[88] valid_0's poisson: -109.149 valid_0's tweedie: 14.6341
[89] valid_0's poisson: -109.156 valid_0's tweedie: 14.6335
[90] valid_0's poisson: -109.155 valid_0's tweedie: 14.6334
[91] valid_0's poisson: -109.157 valid_0's tweedie: 14.6337
[92] valid_0's poisson: -109.157 valid_0's tweedie: 14.6337
[93] valid_0's poisson: -109.158 valid_0's tweedie: 14.6338
[94] valid_0's poisson: -109.162 valid_0's tweedie: 14.6336
[95] valid_0's poisson: -109.166 valid_0's tweedie: 14.6337
[96] valid_0's poisson: -109.176 valid_0's tweedie: 14.6333
[97] valid_0's poisson: -109.182 valid_0's tweedie: 14.6337
[98] valid_0's poisson: -109.182 valid_0's tweedie: 14.6334
[99] valid_0's poisson: -109.182 valid_0's tweedie: 14.6334
[100] valid_0's poisson: -109.181 valid_0's tweedie: 14.6336
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -96.1512 valid_0's tweedie: 15.2997
[2] valid_0's poisson: -99.2653 valid_0's tweedie: 15.0779
[3] valid_0's poisson: -101.182 valid_0's tweedie: 14.9681
[4] valid_0's poisson: -102.454 valid_0's tweedie: 14.8966
[5] valid_0's poisson: -103.675 valid_0's tweedie: 14.85
[6] valid_0's poisson: -104.546 valid_0's tweedie: 14.8116
[7] valid_0's poisson: -105.211 valid_0's tweedie: 14.786
[8] valid_0's poisson: -105.856 valid_0's tweedie: 14.7657
[9] valid_0's poisson: -106.277 valid_0's tweedie: 14.7543
[10] valid_0's poisson: -106.589 valid_0's tweedie: 14.743
[11] valid_0's poisson: -106.915 valid_0's tweedie: 14.7293
[12] valid_0's poisson: -107.191 valid_0's tweedie: 14.7205
[13] valid_0's poisson: -107.406 valid_0's tweedie: 14.714
[14] valid_0's poisson: -107.642 valid_0's tweedie: 14.707
[15] valid_0's poisson: -107.734 valid_0's tweedie: 14.7032
[16] valid_0's poisson: -107.795 valid_0's tweedie: 14.6978
[17] valid_0's poisson: -107.905 valid_0's tweedie: 14.6946
[18] valid_0's poisson: -107.949 valid_0's tweedie: 14.6892
[19] valid_0's poisson: -107.984 valid_0's tweedie: 14.6847
[20] valid_0's poisson: -108.065 valid_0's tweedie: 14.6827
[21] valid_0's poisson: -108.097 valid_0's tweedie: 14.6813
[22] valid_0's poisson: -108.148 valid_0's tweedie: 14.6794
[23] valid_0's poisson: -108.175 valid_0's tweedie: 14.6786
[24] valid_0's poisson: -108.194 valid_0's tweedie: 14.6778
[25] valid_0's poisson: -108.292 valid_0's tweedie: 14.676
[26] valid_0's poisson: -108.338 valid_0's tweedie: 14.6744
[27] valid_0's poisson: -108.375 valid_0's tweedie: 14.6723
[28] valid_0's poisson: -108.384 valid_0's tweedie: 14.6715
[29] valid_0's poisson: -108.475 valid_0's tweedie: 14.6699
[30] valid_0's poisson: -108.491 valid_0's tweedie: 14.6684
[31] valid_0's poisson: -108.549 valid_0's tweedie: 14.6668
[32] valid_0's poisson: -108.579 valid_0's tweedie: 14.6658
[33] valid_0's poisson: -108.612 valid_0's tweedie: 14.6646
[34] valid_0's poisson: -108.634 valid_0's tweedie: 14.6631
[35] valid_0's poisson: -108.639 valid_0's tweedie: 14.6636
[36] valid_0's poisson: -108.64 valid_0's tweedie: 14.6625
[37] valid_0's poisson: -108.655 valid_0's tweedie: 14.663
[38] valid_0's poisson: -108.654 valid_0's tweedie: 14.6629
[39] valid_0's poisson: -108.677 valid_0's tweedie: 14.6622
[40] valid_0's poisson: -108.682 valid_0's tweedie: 14.6614
[41] valid_0's poisson: -108.697 valid_0's tweedie: 14.6605
[42] valid_0's poisson: -108.726 valid_0's tweedie: 14.66
[43] valid_0's poisson: -108.742 valid_0's tweedie: 14.6597
[44] valid_0's poisson: -108.747 valid_0's tweedie: 14.6579
[45] valid_0's poisson: -108.748 valid_0's tweedie: 14.6587
[46] valid_0's poisson: -108.759 valid_0's tweedie: 14.658
[47] valid_0's poisson: -108.764 valid_0's tweedie: 14.6575
[48] valid_0's poisson: -108.765 valid_0's tweedie: 14.6578
[49] valid_0's poisson: -108.769 valid_0's tweedie: 14.6559
[50] valid_0's poisson: -108.788 valid_0's tweedie: 14.6558
[51] valid_0's poisson: -108.79 valid_0's tweedie: 14.6555
[52] valid_0's poisson: -108.801 valid_0's tweedie: 14.6553
[53] valid_0's poisson: -108.803 valid_0's tweedie: 14.6551
[54] valid_0's poisson: -108.827 valid_0's tweedie: 14.655
[55] valid_0's poisson: -108.828 valid_0's tweedie: 14.6546
[56] valid_0's poisson: -108.835 valid_0's tweedie: 14.6539
[57] valid_0's poisson: -108.848 valid_0's tweedie: 14.6537
[58] valid_0's poisson: -108.849 valid_0's tweedie: 14.6536
[59] valid_0's poisson: -108.877 valid_0's tweedie: 14.6525
[60] valid_0's poisson: -108.888 valid_0's tweedie: 14.652
[61] valid_0's poisson: -108.893 valid_0's tweedie: 14.652
[62] valid_0's poisson: -108.892 valid_0's tweedie: 14.6515
[63] valid_0's poisson: -108.892 valid_0's tweedie: 14.651
[64] valid_0's poisson: -108.898 valid_0's tweedie: 14.6506
[65] valid_0's poisson: -108.898 valid_0's tweedie: 14.6503
[66] valid_0's poisson: -108.898 valid_0's tweedie: 14.651
[67] valid_0's poisson: -108.919 valid_0's tweedie: 14.6504
[68] valid_0's poisson: -108.936 valid_0's tweedie: 14.6501
[69] valid_0's poisson: -108.943 valid_0's tweedie: 14.6496
[70] valid_0's poisson: -108.944 valid_0's tweedie: 14.6499
[71] valid_0's poisson: -108.945 valid_0's tweedie: 14.6503
[72] valid_0's poisson: -108.944 valid_0's tweedie: 14.6507
[73] valid_0's poisson: -108.948 valid_0's tweedie: 14.6501
[74] valid_0's poisson: -108.965 valid_0's tweedie: 14.649
[75] valid_0's poisson: -108.975 valid_0's tweedie: 14.6488
[76] valid_0's poisson: -108.977 valid_0's tweedie: 14.6486
[77] valid_0's poisson: -108.98 valid_0's tweedie: 14.6492
[78] valid_0's poisson: -108.981 valid_0's tweedie: 14.6482
[79] valid_0's poisson: -108.98 valid_0's tweedie: 14.6489
[80] valid_0's poisson: -108.979 valid_0's tweedie: 14.6495
[81] valid_0's poisson: -108.981 valid_0's tweedie: 14.6495
[82] valid_0's poisson: -108.987 valid_0's tweedie: 14.6491
[83] valid_0's poisson: -109.01 valid_0's tweedie: 14.6487
[84] valid_0's poisson: -109.022 valid_0's tweedie: 14.6478
[85] valid_0's poisson: -109.023 valid_0's tweedie: 14.6482
[86] valid_0's poisson: -109.028 valid_0's tweedie: 14.6489
[87] valid_0's poisson: -109.038 valid_0's tweedie: 14.6488
[88] valid_0's poisson: -109.038 valid_0's tweedie: 14.6486
[89] valid_0's poisson: -109.05 valid_0's tweedie: 14.6485
[90] valid_0's poisson: -109.061 valid_0's tweedie: 14.6481
[91] valid_0's poisson: -109.066 valid_0's tweedie: 14.6477
[92] valid_0's poisson: -109.065 valid_0's tweedie: 14.6487
[93] valid_0's poisson: -109.065 valid_0's tweedie: 14.6488
[94] valid_0's poisson: -109.071 valid_0's tweedie: 14.6485
[95] valid_0's poisson: -109.071 valid_0's tweedie: 14.6486
[96] valid_0's poisson: -109.074 valid_0's tweedie: 14.6487
[97] valid_0's poisson: -109.075 valid_0's tweedie: 14.6491
[98] valid_0's poisson: -109.076 valid_0's tweedie: 14.6491
[99] valid_0's poisson: -109.076 valid_0's tweedie: 14.6494
[100] valid_0's poisson: -109.078 valid_0's tweedie: 14.6488
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -96.1094 valid_0's tweedie: 15.3248
[2] valid_0's poisson: -99.0509 valid_0's tweedie: 15.1278
[3] valid_0's poisson: -101.02 valid_0's tweedie: 14.9814
[4] valid_0's poisson: -102.518 valid_0's tweedie: 14.9091
[5] valid_0's poisson: -103.66 valid_0's tweedie: 14.8553
[6] valid_0's poisson: -104.666 valid_0's tweedie: 14.8153
[7] valid_0's poisson: -105.326 valid_0's tweedie: 14.7915
[8] valid_0's poisson: -105.861 valid_0's tweedie: 14.7709
[9] valid_0's poisson: -106.303 valid_0's tweedie: 14.7484
[10] valid_0's poisson: -106.827 valid_0's tweedie: 14.7234
[11] valid_0's poisson: -107.151 valid_0's tweedie: 14.7147
[12] valid_0's poisson: -107.342 valid_0's tweedie: 14.708
[13] valid_0's poisson: -107.519 valid_0's tweedie: 14.7029
[14] valid_0's poisson: -107.65 valid_0's tweedie: 14.694
[15] valid_0's poisson: -107.789 valid_0's tweedie: 14.6892
[16] valid_0's poisson: -107.908 valid_0's tweedie: 14.6851
[17] valid_0's poisson: -107.948 valid_0's tweedie: 14.6825
[18] valid_0's poisson: -108.005 valid_0's tweedie: 14.6785
[19] valid_0's poisson: -108.132 valid_0's tweedie: 14.6744
[20] valid_0's poisson: -108.191 valid_0's tweedie: 14.6736
[21] valid_0's poisson: -108.214 valid_0's tweedie: 14.6716
[22] valid_0's poisson: -108.273 valid_0's tweedie: 14.67
[23] valid_0's poisson: -108.289 valid_0's tweedie: 14.6687
[24] valid_0's poisson: -108.302 valid_0's tweedie: 14.6673
[25] valid_0's poisson: -108.336 valid_0's tweedie: 14.6668
[26] valid_0's poisson: -108.377 valid_0's tweedie: 14.6648
[27] valid_0's poisson: -108.397 valid_0's tweedie: 14.6643
[28] valid_0's poisson: -108.422 valid_0's tweedie: 14.6636
[29] valid_0's poisson: -108.473 valid_0's tweedie: 14.6625
[30] valid_0's poisson: -108.555 valid_0's tweedie: 14.6604
[31] valid_0's poisson: -108.57 valid_0's tweedie: 14.6599
[32] valid_0's poisson: -108.573 valid_0's tweedie: 14.6604
[33] valid_0's poisson: -108.58 valid_0's tweedie: 14.6599
[34] valid_0's poisson: -108.641 valid_0's tweedie: 14.6587
[35] valid_0's poisson: -108.643 valid_0's tweedie: 14.6581
[36] valid_0's poisson: -108.649 valid_0's tweedie: 14.658
[37] valid_0's poisson: -108.66 valid_0's tweedie: 14.6573
[38] valid_0's poisson: -108.661 valid_0's tweedie: 14.6573
[39] valid_0's poisson: -108.679 valid_0's tweedie: 14.6563
[40] valid_0's poisson: -108.679 valid_0's tweedie: 14.6556
[41] valid_0's poisson: -108.703 valid_0's tweedie: 14.6541
[42] valid_0's poisson: -108.73 valid_0's tweedie: 14.6537
[43] valid_0's poisson: -108.756 valid_0's tweedie: 14.653
[44] valid_0's poisson: -108.768 valid_0's tweedie: 14.6528
[45] valid_0's poisson: -108.777 valid_0's tweedie: 14.6527
[46] valid_0's poisson: -108.789 valid_0's tweedie: 14.6517
[47] valid_0's poisson: -108.8 valid_0's tweedie: 14.6514
[48] valid_0's poisson: -108.806 valid_0's tweedie: 14.6513
[49] valid_0's poisson: -108.81 valid_0's tweedie: 14.6505
[50] valid_0's poisson: -108.814 valid_0's tweedie: 14.6505
[51] valid_0's poisson: -108.841 valid_0's tweedie: 14.6498
[52] valid_0's poisson: -108.867 valid_0's tweedie: 14.6492
[53] valid_0's poisson: -108.868 valid_0's tweedie: 14.6487
[54] valid_0's poisson: -108.876 valid_0's tweedie: 14.6486
[55] valid_0's poisson: -108.877 valid_0's tweedie: 14.6483
[56] valid_0's poisson: -108.88 valid_0's tweedie: 14.6486
[57] valid_0's poisson: -108.882 valid_0's tweedie: 14.6485
[58] valid_0's poisson: -108.878 valid_0's tweedie: 14.6487
[59] valid_0's poisson: -108.877 valid_0's tweedie: 14.6483
[60] valid_0's poisson: -108.889 valid_0's tweedie: 14.6474
[61] valid_0's poisson: -108.893 valid_0's tweedie: 14.6473
[62] valid_0's poisson: -108.937 valid_0's tweedie: 14.6461
[63] valid_0's poisson: -108.943 valid_0's tweedie: 14.6454
[64] valid_0's poisson: -108.943 valid_0's tweedie: 14.6456
[65] valid_0's poisson: -108.992 valid_0's tweedie: 14.6433
[66] valid_0's poisson: -109.011 valid_0's tweedie: 14.6422
[67] valid_0's poisson: -109.028 valid_0's tweedie: 14.642
[68] valid_0's poisson: -109.033 valid_0's tweedie: 14.6416
[69] valid_0's poisson: -109.035 valid_0's tweedie: 14.6421
[70] valid_0's poisson: -109.036 valid_0's tweedie: 14.6418
[71] valid_0's poisson: -109.036 valid_0's tweedie: 14.6412
[72] valid_0's poisson: -109.037 valid_0's tweedie: 14.6408
[73] valid_0's poisson: -109.05 valid_0's tweedie: 14.6408
[74] valid_0's poisson: -109.048 valid_0's tweedie: 14.6409
[75] valid_0's poisson: -109.051 valid_0's tweedie: 14.6407
[76] valid_0's poisson: -109.07 valid_0's tweedie: 14.6402
[77] valid_0's poisson: -109.08 valid_0's tweedie: 14.6402
[78] valid_0's poisson: -109.084 valid_0's tweedie: 14.6404
[79] valid_0's poisson: -109.096 valid_0's tweedie: 14.64
[80] valid_0's poisson: -109.109 valid_0's tweedie: 14.6398
[81] valid_0's poisson: -109.109 valid_0's tweedie: 14.6396
[82] valid_0's poisson: -109.11 valid_0's tweedie: 14.6399
[83] valid_0's poisson: -109.108 valid_0's tweedie: 14.64
[84] valid_0's poisson: -109.108 valid_0's tweedie: 14.6402
[85] valid_0's poisson: -109.108 valid_0's tweedie: 14.6407
[86] valid_0's poisson: -109.116 valid_0's tweedie: 14.6407
[87] valid_0's poisson: -109.12 valid_0's tweedie: 14.6406
[88] valid_0's poisson: -109.127 valid_0's tweedie: 14.6403
[89] valid_0's poisson: -109.128 valid_0's tweedie: 14.6401
[90] valid_0's poisson: -109.132 valid_0's tweedie: 14.64
[91] valid_0's poisson: -109.135 valid_0's tweedie: 14.6401
[92] valid_0's poisson: -109.135 valid_0's tweedie: 14.6396
[93] valid_0's poisson: -109.14 valid_0's tweedie: 14.6393
[94] valid_0's poisson: -109.14 valid_0's tweedie: 14.6394
[95] valid_0's poisson: -109.138 valid_0's tweedie: 14.6396
[96] valid_0's poisson: -109.138 valid_0's tweedie: 14.64
[97] valid_0's poisson: -109.138 valid_0's tweedie: 14.64
[98] valid_0's poisson: -109.143 valid_0's tweedie: 14.6397
[99] valid_0's poisson: -109.149 valid_0's tweedie: 14.6396
[100] valid_0's poisson: -109.158 valid_0's tweedie: 14.6394
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -96.1603 valid_0's tweedie: 15.3176
[2] valid_0's poisson: -99.2794 valid_0's tweedie: 15.0709
[3] valid_0's poisson: -101.214 valid_0's tweedie: 14.9588
[4] valid_0's poisson: -102.596 valid_0's tweedie: 14.8916
[5] valid_0's poisson: -103.611 valid_0's tweedie: 14.84
[6] valid_0's poisson: -104.522 valid_0's tweedie: 14.8082
[7] valid_0's poisson: -105.259 valid_0's tweedie: 14.7806
[8] valid_0's poisson: -105.803 valid_0's tweedie: 14.7591
[9] valid_0's poisson: -106.268 valid_0's tweedie: 14.7445
[10] valid_0's poisson: -106.495 valid_0's tweedie: 14.7348
[11] valid_0's poisson: -106.851 valid_0's tweedie: 14.7238
[12] valid_0's poisson: -107.151 valid_0's tweedie: 14.7153
[13] valid_0's poisson: -107.35 valid_0's tweedie: 14.7094
[14] valid_0's poisson: -107.53 valid_0's tweedie: 14.7035
[15] valid_0's poisson: -107.761 valid_0's tweedie: 14.698
[16] valid_0's poisson: -107.827 valid_0's tweedie: 14.6954
[17] valid_0's poisson: -107.987 valid_0's tweedie: 14.6904
[18] valid_0's poisson: -108.046 valid_0's tweedie: 14.6869
[19] valid_0's poisson: -108.087 valid_0's tweedie: 14.6854
[20] valid_0's poisson: -108.146 valid_0's tweedie: 14.6828
[21] valid_0's poisson: -108.194 valid_0's tweedie: 14.6806
[22] valid_0's poisson: -108.246 valid_0's tweedie: 14.6773
[23] valid_0's poisson: -108.268 valid_0's tweedie: 14.6745
[24] valid_0's poisson: -108.33 valid_0's tweedie: 14.6729
[25] valid_0's poisson: -108.36 valid_0's tweedie: 14.6719
[26] valid_0's poisson: -108.38 valid_0's tweedie: 14.6716
[27] valid_0's poisson: -108.395 valid_0's tweedie: 14.6709
[28] valid_0's poisson: -108.423 valid_0's tweedie: 14.671
[29] valid_0's poisson: -108.444 valid_0's tweedie: 14.6703
[30] valid_0's poisson: -108.494 valid_0's tweedie: 14.6687
[31] valid_0's poisson: -108.542 valid_0's tweedie: 14.6634
[32] valid_0's poisson: -108.564 valid_0's tweedie: 14.6618
[33] valid_0's poisson: -108.577 valid_0's tweedie: 14.6614
[34] valid_0's poisson: -108.6 valid_0's tweedie: 14.6608
[35] valid_0's poisson: -108.615 valid_0's tweedie: 14.6602
[36] valid_0's poisson: -108.619 valid_0's tweedie: 14.6598
[37] valid_0's poisson: -108.644 valid_0's tweedie: 14.6585
[38] valid_0's poisson: -108.676 valid_0's tweedie: 14.6578
[39] valid_0's poisson: -108.677 valid_0's tweedie: 14.6578
[40] valid_0's poisson: -108.682 valid_0's tweedie: 14.657
[41] valid_0's poisson: -108.682 valid_0's tweedie: 14.6572
[42] valid_0's poisson: -108.702 valid_0's tweedie: 14.6563
[43] valid_0's poisson: -108.719 valid_0's tweedie: 14.6559
[44] valid_0's poisson: -108.718 valid_0's tweedie: 14.6565
[45] valid_0's poisson: -108.723 valid_0's tweedie: 14.6557
[46] valid_0's poisson: -108.728 valid_0's tweedie: 14.6555
[47] valid_0's poisson: -108.761 valid_0's tweedie: 14.6545
[48] valid_0's poisson: -108.782 valid_0's tweedie: 14.6538
[49] valid_0's poisson: -108.792 valid_0's tweedie: 14.6532
[50] valid_0's poisson: -108.816 valid_0's tweedie: 14.6525
[51] valid_0's poisson: -108.883 valid_0's tweedie: 14.6509
[52] valid_0's poisson: -108.884 valid_0's tweedie: 14.651
[53] valid_0's poisson: -108.893 valid_0's tweedie: 14.6521
[54] valid_0's poisson: -108.909 valid_0's tweedie: 14.6518
[55] valid_0's poisson: -108.915 valid_0's tweedie: 14.6515
[56] valid_0's poisson: -108.913 valid_0's tweedie: 14.6516
[57] valid_0's poisson: -108.919 valid_0's tweedie: 14.6512
[58] valid_0's poisson: -108.922 valid_0's tweedie: 14.6506
[59] valid_0's poisson: -108.921 valid_0's tweedie: 14.6484
[60] valid_0's poisson: -108.939 valid_0's tweedie: 14.648
[61] valid_0's poisson: -108.962 valid_0's tweedie: 14.6475
[62] valid_0's poisson: -108.968 valid_0's tweedie: 14.6468
[63] valid_0's poisson: -108.982 valid_0's tweedie: 14.6467
[64] valid_0's poisson: -108.992 valid_0's tweedie: 14.647
[65] valid_0's poisson: -108.994 valid_0's tweedie: 14.647
[66] valid_0's poisson: -109.041 valid_0's tweedie: 14.6444
[67] valid_0's poisson: -109.044 valid_0's tweedie: 14.6439
[68] valid_0's poisson: -109.047 valid_0's tweedie: 14.6441
[69] valid_0's poisson: -109.046 valid_0's tweedie: 14.6445
[70] valid_0's poisson: -109.053 valid_0's tweedie: 14.6446
[71] valid_0's poisson: -109.053 valid_0's tweedie: 14.6449
[72] valid_0's poisson: -109.056 valid_0's tweedie: 14.6449
[73] valid_0's poisson: -109.056 valid_0's tweedie: 14.6448
[74] valid_0's poisson: -109.057 valid_0's tweedie: 14.6444
[75] valid_0's poisson: -109.081 valid_0's tweedie: 14.6434
[76] valid_0's poisson: -109.095 valid_0's tweedie: 14.643
[77] valid_0's poisson: -109.097 valid_0's tweedie: 14.6428
[78] valid_0's poisson: -109.097 valid_0's tweedie: 14.6429
[79] valid_0's poisson: -109.104 valid_0's tweedie: 14.6424
[80] valid_0's poisson: -109.118 valid_0's tweedie: 14.6421
[81] valid_0's poisson: -109.132 valid_0's tweedie: 14.6419
[82] valid_0's poisson: -109.135 valid_0's tweedie: 14.6416
[83] valid_0's poisson: -109.136 valid_0's tweedie: 14.6419
[84] valid_0's poisson: -109.136 valid_0's tweedie: 14.6423
[85] valid_0's poisson: -109.137 valid_0's tweedie: 14.642
[86] valid_0's poisson: -109.138 valid_0's tweedie: 14.6421
[87] valid_0's poisson: -109.138 valid_0's tweedie: 14.642
[88] valid_0's poisson: -109.148 valid_0's tweedie: 14.6415
[89] valid_0's poisson: -109.149 valid_0's tweedie: 14.6418
[90] valid_0's poisson: -109.149 valid_0's tweedie: 14.6424
[91] valid_0's poisson: -109.152 valid_0's tweedie: 14.6421
[92] valid_0's poisson: -109.159 valid_0's tweedie: 14.6417
[93] valid_0's poisson: -109.162 valid_0's tweedie: 14.6419
[94] valid_0's poisson: -109.162 valid_0's tweedie: 14.6422
[95] valid_0's poisson: -109.162 valid_0's tweedie: 14.6423
[96] valid_0's poisson: -109.163 valid_0's tweedie: 14.6423
[97] valid_0's poisson: -109.174 valid_0's tweedie: 14.6422
[98] valid_0's poisson: -109.178 valid_0's tweedie: 14.6418
[99] valid_0's poisson: -109.179 valid_0's tweedie: 14.6417
[100] valid_0's poisson: -109.186 valid_0's tweedie: 14.6415
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -96.2246 valid_0's tweedie: 15.3174
[2] valid_0's poisson: -99.3518 valid_0's tweedie: 15.0715
[3] valid_0's poisson: -101.245 valid_0's tweedie: 14.9606
[4] valid_0's poisson: -102.775 valid_0's tweedie: 14.8937
[5] valid_0's poisson: -103.823 valid_0's tweedie: 14.8451
[6] valid_0's poisson: -104.713 valid_0's tweedie: 14.8057
[7] valid_0's poisson: -105.325 valid_0's tweedie: 14.7848
[8] valid_0's poisson: -105.847 valid_0's tweedie: 14.7617
[9] valid_0's poisson: -106.399 valid_0's tweedie: 14.7405
[10] valid_0's poisson: -106.786 valid_0's tweedie: 14.7283
[11] valid_0's poisson: -107.149 valid_0's tweedie: 14.7173
[12] valid_0's poisson: -107.345 valid_0's tweedie: 14.7114
[13] valid_0's poisson: -107.59 valid_0's tweedie: 14.7053
[14] valid_0's poisson: -107.783 valid_0's tweedie: 14.6986
[15] valid_0's poisson: -107.918 valid_0's tweedie: 14.6945
[16] valid_0's poisson: -107.962 valid_0's tweedie: 14.6919
[17] valid_0's poisson: -108.053 valid_0's tweedie: 14.6875
[18] valid_0's poisson: -108.106 valid_0's tweedie: 14.6832
[19] valid_0's poisson: -108.162 valid_0's tweedie: 14.6805
[20] valid_0's poisson: -108.217 valid_0's tweedie: 14.6779
[21] valid_0's poisson: -108.253 valid_0's tweedie: 14.6758
[22] valid_0's poisson: -108.338 valid_0's tweedie: 14.6729
[23] valid_0's poisson: -108.358 valid_0's tweedie: 14.6724
[24] valid_0's poisson: -108.365 valid_0's tweedie: 14.6717
[25] valid_0's poisson: -108.412 valid_0's tweedie: 14.6698
[26] valid_0's poisson: -108.43 valid_0's tweedie: 14.667
[27] valid_0's poisson: -108.465 valid_0's tweedie: 14.6657
[28] valid_0's poisson: -108.483 valid_0's tweedie: 14.6647
[29] valid_0's poisson: -108.514 valid_0's tweedie: 14.6634
[30] valid_0's poisson: -108.519 valid_0's tweedie: 14.664
[31] valid_0's poisson: -108.536 valid_0's tweedie: 14.6638
[32] valid_0's poisson: -108.548 valid_0's tweedie: 14.6624
[33] valid_0's poisson: -108.564 valid_0's tweedie: 14.6628
[34] valid_0's poisson: -108.591 valid_0's tweedie: 14.6614
[35] valid_0's poisson: -108.622 valid_0's tweedie: 14.6603
[36] valid_0's poisson: -108.628 valid_0's tweedie: 14.6596
[37] valid_0's poisson: -108.643 valid_0's tweedie: 14.6596
[38] valid_0's poisson: -108.648 valid_0's tweedie: 14.6593
[39] valid_0's poisson: -108.652 valid_0's tweedie: 14.6593
[40] valid_0's poisson: -108.68 valid_0's tweedie: 14.6584
[41] valid_0's poisson: -108.702 valid_0's tweedie: 14.658
[42] valid_0's poisson: -108.706 valid_0's tweedie: 14.658
[43] valid_0's poisson: -108.706 valid_0's tweedie: 14.6575
[44] valid_0's poisson: -108.72 valid_0's tweedie: 14.6573
[45] valid_0's poisson: -108.726 valid_0's tweedie: 14.6564
[46] valid_0's poisson: -108.736 valid_0's tweedie: 14.6561
[47] valid_0's poisson: -108.734 valid_0's tweedie: 14.6573
[48] valid_0's poisson: -108.747 valid_0's tweedie: 14.6574
[49] valid_0's poisson: -108.747 valid_0's tweedie: 14.6571
[50] valid_0's poisson: -108.77 valid_0's tweedie: 14.6568
[51] valid_0's poisson: -108.77 valid_0's tweedie: 14.6571
[52] valid_0's poisson: -108.77 valid_0's tweedie: 14.6578
[53] valid_0's poisson: -108.769 valid_0's tweedie: 14.6581
[54] valid_0's poisson: -108.774 valid_0's tweedie: 14.6582
[55] valid_0's poisson: -108.775 valid_0's tweedie: 14.6589
[56] valid_0's poisson: -108.774 valid_0's tweedie: 14.6607
[57] valid_0's poisson: -108.804 valid_0's tweedie: 14.66
[58] valid_0's poisson: -108.809 valid_0's tweedie: 14.6595
[59] valid_0's poisson: -108.809 valid_0's tweedie: 14.6592
[60] valid_0's poisson: -108.81 valid_0's tweedie: 14.6597
[61] valid_0's poisson: -108.827 valid_0's tweedie: 14.6586
[62] valid_0's poisson: -108.849 valid_0's tweedie: 14.6575
[63] valid_0's poisson: -108.852 valid_0's tweedie: 14.6573
[64] valid_0's poisson: -108.858 valid_0's tweedie: 14.6567
[65] valid_0's poisson: -108.865 valid_0's tweedie: 14.6568
[66] valid_0's poisson: -108.891 valid_0's tweedie: 14.6562
[67] valid_0's poisson: -108.915 valid_0's tweedie: 14.6557
[68] valid_0's poisson: -108.914 valid_0's tweedie: 14.6566
[69] valid_0's poisson: -108.912 valid_0's tweedie: 14.6564
[70] valid_0's poisson: -108.913 valid_0's tweedie: 14.6568
[71] valid_0's poisson: -108.928 valid_0's tweedie: 14.6566
[72] valid_0's poisson: -108.947 valid_0's tweedie: 14.6562
[73] valid_0's poisson: -108.946 valid_0's tweedie: 14.6568
[74] valid_0's poisson: -108.947 valid_0's tweedie: 14.6575
[75] valid_0's poisson: -108.948 valid_0's tweedie: 14.6575
[76] valid_0's poisson: -108.951 valid_0's tweedie: 14.6586
[77] valid_0's poisson: -108.95 valid_0's tweedie: 14.659
[78] valid_0's poisson: -108.95 valid_0's tweedie: 14.6626
[79] valid_0's poisson: -108.95 valid_0's tweedie: 14.6634
[80] valid_0's poisson: -108.953 valid_0's tweedie: 14.6633
[81] valid_0's poisson: -108.953 valid_0's tweedie: 14.663
[82] valid_0's poisson: -108.953 valid_0's tweedie: 14.6635
[83] valid_0's poisson: -108.957 valid_0's tweedie: 14.6632
[84] valid_0's poisson: -108.965 valid_0's tweedie: 14.6628
[85] valid_0's poisson: -108.982 valid_0's tweedie: 14.6628
[86] valid_0's poisson: -108.982 valid_0's tweedie: 14.6627
[87] valid_0's poisson: -108.993 valid_0's tweedie: 14.6624
[88] valid_0's poisson: -108.991 valid_0's tweedie: 14.6623
[89] valid_0's poisson: -109.01 valid_0's tweedie: 14.6619
[90] valid_0's poisson: -109.046 valid_0's tweedie: 14.6587
[91] valid_0's poisson: -109.048 valid_0's tweedie: 14.66
[92] valid_0's poisson: -109.054 valid_0's tweedie: 14.6594
[93] valid_0's poisson: -109.056 valid_0's tweedie: 14.6596
[94] valid_0's poisson: -109.054 valid_0's tweedie: 14.6595
[95] valid_0's poisson: -109.054 valid_0's tweedie: 14.6603
[96] valid_0's poisson: -109.062 valid_0's tweedie: 14.6604
[97] valid_0's poisson: -109.061 valid_0's tweedie: 14.66
[98] valid_0's poisson: -109.06 valid_0's tweedie: 14.6579
[99] valid_0's poisson: -109.073 valid_0's tweedie: 14.6575
[100] valid_0's poisson: -109.074 valid_0's tweedie: 14.6575
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -98.1831 valid_0's tweedie: 100.334
[2] valid_0's poisson: -103.442 valid_0's tweedie: 97.9633
[3] valid_0's poisson: -104.82 valid_0's tweedie: 97.1227
[4] valid_0's poisson: -105.723 valid_0's tweedie: 96.7037
[5] valid_0's poisson: -106.056 valid_0's tweedie: 96.5089
[6] valid_0's poisson: -106.482 valid_0's tweedie: 96.3118
[7] valid_0's poisson: -106.775 valid_0's tweedie: 96.1644
[8] valid_0's poisson: -106.877 valid_0's tweedie: 96.0994
[9] valid_0's poisson: -107.117 valid_0's tweedie: 95.9712
[10] valid_0's poisson: -107.489 valid_0's tweedie: 95.8046
[11] valid_0's poisson: -107.546 valid_0's tweedie: 95.755
[12] valid_0's poisson: -107.638 valid_0's tweedie: 95.7088
[13] valid_0's poisson: -107.675 valid_0's tweedie: 95.6874
[14] valid_0's poisson: -107.736 valid_0's tweedie: 95.6549
[15] valid_0's poisson: -107.79 valid_0's tweedie: 95.6343
[16] valid_0's poisson: -107.797 valid_0's tweedie: 95.6255
[17] valid_0's poisson: -107.867 valid_0's tweedie: 95.5705
[18] valid_0's poisson: -107.961 valid_0's tweedie: 95.5246
[19] valid_0's poisson: -108.007 valid_0's tweedie: 95.5047
[20] valid_0's poisson: -108.033 valid_0's tweedie: 95.4929
[21] valid_0's poisson: -108.09 valid_0's tweedie: 95.4709
[22] valid_0's poisson: -108.13 valid_0's tweedie: 95.4463
[23] valid_0's poisson: -108.197 valid_0's tweedie: 95.417
[24] valid_0's poisson: -108.267 valid_0's tweedie: 95.3872
[25] valid_0's poisson: -108.295 valid_0's tweedie: 95.3782
[26] valid_0's poisson: -108.298 valid_0's tweedie: 95.3754
[27] valid_0's poisson: -108.346 valid_0's tweedie: 95.3546
[28] valid_0's poisson: -108.37 valid_0's tweedie: 95.3395
[29] valid_0's poisson: -108.404 valid_0's tweedie: 95.3214
[30] valid_0's poisson: -108.415 valid_0's tweedie: 95.3119
[31] valid_0's poisson: -108.465 valid_0's tweedie: 95.2893
[32] valid_0's poisson: -108.515 valid_0's tweedie: 95.2702
[33] valid_0's poisson: -108.523 valid_0's tweedie: 95.2662
[34] valid_0's poisson: -108.517 valid_0's tweedie: 95.2679
[35] valid_0's poisson: -108.571 valid_0's tweedie: 95.2461
[36] valid_0's poisson: -108.614 valid_0's tweedie: 95.2246
[37] valid_0's poisson: -108.624 valid_0's tweedie: 95.2194
[38] valid_0's poisson: -108.633 valid_0's tweedie: 95.2156
[39] valid_0's poisson: -108.649 valid_0's tweedie: 95.2101
[40] valid_0's poisson: -108.66 valid_0's tweedie: 95.2
[41] valid_0's poisson: -108.707 valid_0's tweedie: 95.1823
[42] valid_0's poisson: -108.74 valid_0's tweedie: 95.1671
[43] valid_0's poisson: -108.758 valid_0's tweedie: 95.1593
[44] valid_0's poisson: -108.76 valid_0's tweedie: 95.1572
[45] valid_0's poisson: -108.767 valid_0's tweedie: 95.1529
[46] valid_0's poisson: -108.77 valid_0's tweedie: 95.1524
[47] valid_0's poisson: -108.789 valid_0's tweedie: 95.1426
[48] valid_0's poisson: -108.802 valid_0's tweedie: 95.1355
[49] valid_0's poisson: -108.811 valid_0's tweedie: 95.1328
[50] valid_0's poisson: -108.828 valid_0's tweedie: 95.1259
[51] valid_0's poisson: -108.892 valid_0's tweedie: 95.1
[52] valid_0's poisson: -108.918 valid_0's tweedie: 95.0901
[53] valid_0's poisson: -108.925 valid_0's tweedie: 95.0858
[54] valid_0's poisson: -108.955 valid_0's tweedie: 95.0746
[55] valid_0's poisson: -108.982 valid_0's tweedie: 95.0634
[56] valid_0's poisson: -109.003 valid_0's tweedie: 95.0542
[57] valid_0's poisson: -108.994 valid_0's tweedie: 95.0593
[58] valid_0's poisson: -109.002 valid_0's tweedie: 95.0557
[59] valid_0's poisson: -109.004 valid_0's tweedie: 95.0546
[60] valid_0's poisson: -109.004 valid_0's tweedie: 95.0544
[61] valid_0's poisson: -109.009 valid_0's tweedie: 95.0527
[62] valid_0's poisson: -109.008 valid_0's tweedie: 95.0532
[63] valid_0's poisson: -109.03 valid_0's tweedie: 95.0444
[64] valid_0's poisson: -109.04 valid_0's tweedie: 95.039
[65] valid_0's poisson: -109.043 valid_0's tweedie: 95.0377
[66] valid_0's poisson: -109.038 valid_0's tweedie: 95.0402
[67] valid_0's poisson: -109.065 valid_0's tweedie: 95.0273
[68] valid_0's poisson: -109.054 valid_0's tweedie: 95.0314
[69] valid_0's poisson: -109.046 valid_0's tweedie: 95.0348
[70] valid_0's poisson: -109.053 valid_0's tweedie: 95.0318
[71] valid_0's poisson: -109.055 valid_0's tweedie: 95.0289
[72] valid_0's poisson: -109.049 valid_0's tweedie: 95.0313
[73] valid_0's poisson: -109.047 valid_0's tweedie: 95.0315
[74] valid_0's poisson: -109.049 valid_0's tweedie: 95.0307
[75] valid_0's poisson: -109.062 valid_0's tweedie: 95.0239
[76] valid_0's poisson: -109.06 valid_0's tweedie: 95.0247
[77] valid_0's poisson: -109.076 valid_0's tweedie: 95.0155
[78] valid_0's poisson: -109.07 valid_0's tweedie: 95.0192
[79] valid_0's poisson: -109.074 valid_0's tweedie: 95.0179
[80] valid_0's poisson: -109.06 valid_0's tweedie: 95.0229
[81] valid_0's poisson: -109.058 valid_0's tweedie: 95.0237
[82] valid_0's poisson: -109.05 valid_0's tweedie: 95.0267
[83] valid_0's poisson: -109.055 valid_0's tweedie: 95.0236
[84] valid_0's poisson: -109.066 valid_0's tweedie: 95.0198
[85] valid_0's poisson: -109.06 valid_0's tweedie: 95.0224
[86] valid_0's poisson: -109.057 valid_0's tweedie: 95.0249
[87] valid_0's poisson: -109.057 valid_0's tweedie: 95.0251
[88] valid_0's poisson: -109.074 valid_0's tweedie: 95.0175
[89] valid_0's poisson: -109.08 valid_0's tweedie: 95.0142
[90] valid_0's poisson: -109.088 valid_0's tweedie: 95.0101
[91] valid_0's poisson: -109.098 valid_0's tweedie: 95.005
[92] valid_0's poisson: -109.098 valid_0's tweedie: 95.0044
[93] valid_0's poisson: -109.101 valid_0's tweedie: 95.0031
[94] valid_0's poisson: -109.112 valid_0's tweedie: 94.9984
[95] valid_0's poisson: -109.116 valid_0's tweedie: 94.9971
[96] valid_0's poisson: -109.124 valid_0's tweedie: 94.9941
[97] valid_0's poisson: -109.14 valid_0's tweedie: 94.9856
[98] valid_0's poisson: -109.15 valid_0's tweedie: 94.9813
[99] valid_0's poisson: -109.159 valid_0's tweedie: 94.977
[100] valid_0's poisson: -109.162 valid_0's tweedie: 94.9762
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=2, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -98.096 valid_0's tweedie: 100.369
[2] valid_0's poisson: -103.439 valid_0's tweedie: 97.9629
[3] valid_0's poisson: -104.785 valid_0's tweedie: 97.1386
[4] valid_0's poisson: -105.691 valid_0's tweedie: 96.7196
[5] valid_0's poisson: -105.999 valid_0's tweedie: 96.5383
[6] valid_0's poisson: -106.284 valid_0's tweedie: 96.3978
[7] valid_0's poisson: -106.841 valid_0's tweedie: 96.1423
[8] valid_0's poisson: -107.091 valid_0's tweedie: 96.0331
[9] valid_0's poisson: -107.33 valid_0's tweedie: 95.9217
[10] valid_0's poisson: -107.444 valid_0's tweedie: 95.8116
[11] valid_0's poisson: -107.582 valid_0's tweedie: 95.7501
[12] valid_0's poisson: -107.587 valid_0's tweedie: 95.7418
[13] valid_0's poisson: -107.635 valid_0's tweedie: 95.72
[14] valid_0's poisson: -107.666 valid_0's tweedie: 95.7036
[15] valid_0's poisson: -107.703 valid_0's tweedie: 95.6822
[16] valid_0's poisson: -107.803 valid_0's tweedie: 95.6287
[17] valid_0's poisson: -107.922 valid_0's tweedie: 95.568
[18] valid_0's poisson: -107.978 valid_0's tweedie: 95.543
[19] valid_0's poisson: -107.996 valid_0's tweedie: 95.5335
[20] valid_0's poisson: -108.082 valid_0's tweedie: 95.4945
[21] valid_0's poisson: -108.13 valid_0's tweedie: 95.474
[22] valid_0's poisson: -108.16 valid_0's tweedie: 95.4569
[23] valid_0's poisson: -108.228 valid_0's tweedie: 95.4275
[24] valid_0's poisson: -108.298 valid_0's tweedie: 95.3963
[25] valid_0's poisson: -108.32 valid_0's tweedie: 95.3852
[26] valid_0's poisson: -108.334 valid_0's tweedie: 95.3784
[27] valid_0's poisson: -108.349 valid_0's tweedie: 95.3724
[28] valid_0's poisson: -108.391 valid_0's tweedie: 95.339
[29] valid_0's poisson: -108.412 valid_0's tweedie: 95.3278
[30] valid_0's poisson: -108.452 valid_0's tweedie: 95.309
[31] valid_0's poisson: -108.515 valid_0's tweedie: 95.2751
[32] valid_0's poisson: -108.55 valid_0's tweedie: 95.261
[33] valid_0's poisson: -108.557 valid_0's tweedie: 95.2571
[34] valid_0's poisson: -108.603 valid_0's tweedie: 95.2367
[35] valid_0's poisson: -108.646 valid_0's tweedie: 95.2182
[36] valid_0's poisson: -108.663 valid_0's tweedie: 95.2084
[37] valid_0's poisson: -108.685 valid_0's tweedie: 95.1983
[38] valid_0's poisson: -108.678 valid_0's tweedie: 95.2007
[39] valid_0's poisson: -108.7 valid_0's tweedie: 95.1923
[40] valid_0's poisson: -108.71 valid_0's tweedie: 95.1876
[41] valid_0's poisson: -108.724 valid_0's tweedie: 95.1812
[42] valid_0's poisson: -108.72 valid_0's tweedie: 95.1824
[43] valid_0's poisson: -108.724 valid_0's tweedie: 95.1803
[44] valid_0's poisson: -108.743 valid_0's tweedie: 95.1734
[45] valid_0's poisson: -108.787 valid_0's tweedie: 95.155
[46] valid_0's poisson: -108.799 valid_0's tweedie: 95.1476
[47] valid_0's poisson: -108.823 valid_0's tweedie: 95.1389
[48] valid_0's poisson: -108.821 valid_0's tweedie: 95.1402
[49] valid_0's poisson: -108.834 valid_0's tweedie: 95.134
[50] valid_0's poisson: -108.828 valid_0's tweedie: 95.1364
[51] valid_0's poisson: -108.824 valid_0's tweedie: 95.138
[52] valid_0's poisson: -108.814 valid_0's tweedie: 95.1419
[53] valid_0's poisson: -108.817 valid_0's tweedie: 95.14
[54] valid_0's poisson: -108.823 valid_0's tweedie: 95.1375
[55] valid_0's poisson: -108.822 valid_0's tweedie: 95.1385
[56] valid_0's poisson: -108.842 valid_0's tweedie: 95.1308
[57] valid_0's poisson: -108.86 valid_0's tweedie: 95.1242
[58] valid_0's poisson: -108.871 valid_0's tweedie: 95.1202
[59] valid_0's poisson: -108.886 valid_0's tweedie: 95.1141
[60] valid_0's poisson: -108.892 valid_0's tweedie: 95.1109
[61] valid_0's poisson: -108.908 valid_0's tweedie: 95.1049
[62] valid_0's poisson: -108.923 valid_0's tweedie: 95.0955
[63] valid_0's poisson: -108.928 valid_0's tweedie: 95.0935
[64] valid_0's poisson: -108.931 valid_0's tweedie: 95.0919
[65] valid_0's poisson: -108.936 valid_0's tweedie: 95.0895
[66] valid_0's poisson: -108.946 valid_0's tweedie: 95.0856
[67] valid_0's poisson: -108.982 valid_0's tweedie: 95.069
[68] valid_0's poisson: -108.977 valid_0's tweedie: 95.0723
[69] valid_0's poisson: -108.977 valid_0's tweedie: 95.0719
[70] valid_0's poisson: -108.98 valid_0's tweedie: 95.0697
[71] valid_0's poisson: -108.981 valid_0's tweedie: 95.0701
[72] valid_0's poisson: -108.976 valid_0's tweedie: 95.0715
[73] valid_0's poisson: -108.977 valid_0's tweedie: 95.0707
[74] valid_0's poisson: -108.981 valid_0's tweedie: 95.0691
[75] valid_0's poisson: -108.989 valid_0's tweedie: 95.0662
[76] valid_0's poisson: -109.017 valid_0's tweedie: 95.0576
[77] valid_0's poisson: -109.016 valid_0's tweedie: 95.0586
[78] valid_0's poisson: -109.021 valid_0's tweedie: 95.0553
[79] valid_0's poisson: -109.019 valid_0's tweedie: 95.0559
[80] valid_0's poisson: -109.022 valid_0's tweedie: 95.0544
[81] valid_0's poisson: -109.02 valid_0's tweedie: 95.055
[82] valid_0's poisson: -109.027 valid_0's tweedie: 95.053
[83] valid_0's poisson: -109.032 valid_0's tweedie: 95.0482
[84] valid_0's poisson: -109.027 valid_0's tweedie: 95.0499
[85] valid_0's poisson: -109.027 valid_0's tweedie: 95.0497
[86] valid_0's poisson: -109.032 valid_0's tweedie: 95.0461
[87] valid_0's poisson: -109.041 valid_0's tweedie: 95.0414
[88] valid_0's poisson: -109.05 valid_0's tweedie: 95.0371
[89] valid_0's poisson: -109.061 valid_0's tweedie: 95.0286
[90] valid_0's poisson: -109.095 valid_0's tweedie: 95.0109
[91] valid_0's poisson: -109.097 valid_0's tweedie: 95.0098
[92] valid_0's poisson: -109.096 valid_0's tweedie: 95.0102
[93] valid_0's poisson: -109.1 valid_0's tweedie: 95.0083
[94] valid_0's poisson: -109.1 valid_0's tweedie: 95.0087
[95] valid_0's poisson: -109.116 valid_0's tweedie: 95.0017
[96] valid_0's poisson: -109.146 valid_0's tweedie: 94.9889
[97] valid_0's poisson: -109.162 valid_0's tweedie: 94.9763
[98] valid_0's poisson: -109.164 valid_0's tweedie: 94.9759
[99] valid_0's poisson: -109.178 valid_0's tweedie: 94.9698
[100] valid_0's poisson: -109.182 valid_0's tweedie: 94.9682
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=2, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -98.098 valid_0's tweedie: 100.371
[2] valid_0's poisson: -103.437 valid_0's tweedie: 97.9673
[3] valid_0's poisson: -104.821 valid_0's tweedie: 97.1233
[4] valid_0's poisson: -105.613 valid_0's tweedie: 96.7343
[5] valid_0's poisson: -106.038 valid_0's tweedie: 96.5129
[6] valid_0's poisson: -106.479 valid_0's tweedie: 96.309
[7] valid_0's poisson: -106.787 valid_0's tweedie: 96.1516
[8] valid_0's poisson: -106.928 valid_0's tweedie: 96.0298
[9] valid_0's poisson: -107.033 valid_0's tweedie: 95.9814
[10] valid_0's poisson: -107.321 valid_0's tweedie: 95.8649
[11] valid_0's poisson: -107.378 valid_0's tweedie: 95.8384
[12] valid_0's poisson: -107.401 valid_0's tweedie: 95.8248
[13] valid_0's poisson: -107.509 valid_0's tweedie: 95.77
[14] valid_0's poisson: -107.617 valid_0's tweedie: 95.7202
[15] valid_0's poisson: -107.658 valid_0's tweedie: 95.7015
[16] valid_0's poisson: -107.876 valid_0's tweedie: 95.5986
[17] valid_0's poisson: -107.944 valid_0's tweedie: 95.5614
[18] valid_0's poisson: -108 valid_0's tweedie: 95.5222
[19] valid_0's poisson: -108.051 valid_0's tweedie: 95.4954
[20] valid_0's poisson: -108.112 valid_0's tweedie: 95.4691
[21] valid_0's poisson: -108.15 valid_0's tweedie: 95.443
[22] valid_0's poisson: -108.186 valid_0's tweedie: 95.4248
[23] valid_0's poisson: -108.24 valid_0's tweedie: 95.396
[24] valid_0's poisson: -108.243 valid_0's tweedie: 95.3968
[25] valid_0's poisson: -108.266 valid_0's tweedie: 95.3865
[26] valid_0's poisson: -108.271 valid_0's tweedie: 95.3827
[27] valid_0's poisson: -108.304 valid_0's tweedie: 95.3707
[28] valid_0's poisson: -108.359 valid_0's tweedie: 95.3486
[29] valid_0's poisson: -108.44 valid_0's tweedie: 95.31
[30] valid_0's poisson: -108.472 valid_0's tweedie: 95.2975
[31] valid_0's poisson: -108.494 valid_0's tweedie: 95.2887
[32] valid_0's poisson: -108.525 valid_0's tweedie: 95.2738
[33] valid_0's poisson: -108.533 valid_0's tweedie: 95.2702
[34] valid_0's poisson: -108.54 valid_0's tweedie: 95.2671
[35] valid_0's poisson: -108.589 valid_0's tweedie: 95.2451
[36] valid_0's poisson: -108.616 valid_0's tweedie: 95.2338
[37] valid_0's poisson: -108.646 valid_0's tweedie: 95.2197
[38] valid_0's poisson: -108.689 valid_0's tweedie: 95.1961
[39] valid_0's poisson: -108.693 valid_0's tweedie: 95.1934
[40] valid_0's poisson: -108.702 valid_0's tweedie: 95.1897
[41] valid_0's poisson: -108.722 valid_0's tweedie: 95.1826
[42] valid_0's poisson: -108.744 valid_0's tweedie: 95.1728
[43] valid_0's poisson: -108.794 valid_0's tweedie: 95.1467
[44] valid_0's poisson: -108.808 valid_0's tweedie: 95.1419
[45] valid_0's poisson: -108.824 valid_0's tweedie: 95.1285
[46] valid_0's poisson: -108.862 valid_0's tweedie: 95.1094
[47] valid_0's poisson: -108.866 valid_0's tweedie: 95.107
[48] valid_0's poisson: -108.866 valid_0's tweedie: 95.1074
[49] valid_0's poisson: -108.87 valid_0's tweedie: 95.1061
[50] valid_0's poisson: -108.873 valid_0's tweedie: 95.1054
[51] valid_0's poisson: -108.878 valid_0's tweedie: 95.1045
[52] valid_0's poisson: -108.915 valid_0's tweedie: 95.0865
[53] valid_0's poisson: -108.908 valid_0's tweedie: 95.0902
[54] valid_0's poisson: -108.911 valid_0's tweedie: 95.0881
[55] valid_0's poisson: -108.927 valid_0's tweedie: 95.081
[56] valid_0's poisson: -108.929 valid_0's tweedie: 95.0788
[57] valid_0's poisson: -108.98 valid_0's tweedie: 95.058
[58] valid_0's poisson: -108.988 valid_0's tweedie: 95.0558
[59] valid_0's poisson: -108.99 valid_0's tweedie: 95.0555
[60] valid_0's poisson: -108.99 valid_0's tweedie: 95.0551
[61] valid_0's poisson: -108.989 valid_0's tweedie: 95.0548
[62] valid_0's poisson: -108.985 valid_0's tweedie: 95.0576
[63] valid_0's poisson: -108.987 valid_0's tweedie: 95.0564
[64] valid_0's poisson: -108.991 valid_0's tweedie: 95.0543
[65] valid_0's poisson: -108.996 valid_0's tweedie: 95.0515
[66] valid_0's poisson: -108.999 valid_0's tweedie: 95.0467
[67] valid_0's poisson: -108.997 valid_0's tweedie: 95.0481
[68] valid_0's poisson: -109.007 valid_0's tweedie: 95.0436
[69] valid_0's poisson: -108.998 valid_0's tweedie: 95.0475
[70] valid_0's poisson: -108.999 valid_0's tweedie: 95.0475
[71] valid_0's poisson: -109.005 valid_0's tweedie: 95.0454
[72] valid_0's poisson: -109.037 valid_0's tweedie: 95.0306
[73] valid_0's poisson: -109.042 valid_0's tweedie: 95.0288
[74] valid_0's poisson: -109.045 valid_0's tweedie: 95.0263
[75] valid_0's poisson: -109.042 valid_0's tweedie: 95.0287
[76] valid_0's poisson: -109.047 valid_0's tweedie: 95.0272
[77] valid_0's poisson: -109.046 valid_0's tweedie: 95.0284
[78] valid_0's poisson: -109.055 valid_0's tweedie: 95.0226
[79] valid_0's poisson: -109.073 valid_0's tweedie: 95.0149
[80] valid_0's poisson: -109.072 valid_0's tweedie: 95.0159
[81] valid_0's poisson: -109.073 valid_0's tweedie: 95.0157
[82] valid_0's poisson: -109.079 valid_0's tweedie: 95.0122
[83] valid_0's poisson: -109.083 valid_0's tweedie: 95.0103
[84] valid_0's poisson: -109.085 valid_0's tweedie: 95.008
[85] valid_0's poisson: -109.092 valid_0's tweedie: 95.0049
[86] valid_0's poisson: -109.098 valid_0's tweedie: 95.0022
[87] valid_0's poisson: -109.103 valid_0's tweedie: 95.0001
[88] valid_0's poisson: -109.101 valid_0's tweedie: 95.001
[89] valid_0's poisson: -109.109 valid_0's tweedie: 94.9979
[90] valid_0's poisson: -109.1 valid_0's tweedie: 95.0006
[91] valid_0's poisson: -109.113 valid_0's tweedie: 94.9952
[92] valid_0's poisson: -109.112 valid_0's tweedie: 94.9947
[93] valid_0's poisson: -109.118 valid_0's tweedie: 94.9925
[94] valid_0's poisson: -109.123 valid_0's tweedie: 94.9907
[95] valid_0's poisson: -109.125 valid_0's tweedie: 94.9896
[96] valid_0's poisson: -109.126 valid_0's tweedie: 94.9889
[97] valid_0's poisson: -109.122 valid_0's tweedie: 94.9901
[98] valid_0's poisson: -109.121 valid_0's tweedie: 94.991
[99] valid_0's poisson: -109.133 valid_0's tweedie: 94.985
[100] valid_0's poisson: -109.138 valid_0's tweedie: 94.9829
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=2, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -98.1645 valid_0's tweedie: 100.341
[2] valid_0's poisson: -103.43 valid_0's tweedie: 97.9713
[3] valid_0's poisson: -104.826 valid_0's tweedie: 97.1212
[4] valid_0's poisson: -105.743 valid_0's tweedie: 96.6954
[5] valid_0's poisson: -106.066 valid_0's tweedie: 96.5061
[6] valid_0's poisson: -106.512 valid_0's tweedie: 96.3012
[7] valid_0's poisson: -106.804 valid_0's tweedie: 96.1536
[8] valid_0's poisson: -106.899 valid_0's tweedie: 96.0915
[9] valid_0's poisson: -107.166 valid_0's tweedie: 95.9488
[10] valid_0's poisson: -107.517 valid_0's tweedie: 95.7924
[11] valid_0's poisson: -107.588 valid_0's tweedie: 95.734
[12] valid_0's poisson: -107.639 valid_0's tweedie: 95.7051
[13] valid_0's poisson: -107.705 valid_0's tweedie: 95.675
[14] valid_0's poisson: -107.772 valid_0's tweedie: 95.6413
[15] valid_0's poisson: -107.831 valid_0's tweedie: 95.5958
[16] valid_0's poisson: -107.847 valid_0's tweedie: 95.582
[17] valid_0's poisson: -107.909 valid_0's tweedie: 95.5541
[18] valid_0's poisson: -108.021 valid_0's tweedie: 95.5016
[19] valid_0's poisson: -108.103 valid_0's tweedie: 95.4618
[20] valid_0's poisson: -108.14 valid_0's tweedie: 95.4493
[21] valid_0's poisson: -108.166 valid_0's tweedie: 95.4265
[22] valid_0's poisson: -108.228 valid_0's tweedie: 95.3932
[23] valid_0's poisson: -108.273 valid_0's tweedie: 95.3768
[24] valid_0's poisson: -108.297 valid_0's tweedie: 95.3671
[25] valid_0's poisson: -108.339 valid_0's tweedie: 95.3454
[26] valid_0's poisson: -108.353 valid_0's tweedie: 95.3412
[27] valid_0's poisson: -108.376 valid_0's tweedie: 95.329
[28] valid_0's poisson: -108.417 valid_0's tweedie: 95.3103
[29] valid_0's poisson: -108.427 valid_0's tweedie: 95.3047
[30] valid_0's poisson: -108.456 valid_0's tweedie: 95.295
[31] valid_0's poisson: -108.456 valid_0's tweedie: 95.2934
[32] valid_0's poisson: -108.49 valid_0's tweedie: 95.2755
[33] valid_0's poisson: -108.505 valid_0's tweedie: 95.2678
[34] valid_0's poisson: -108.54 valid_0's tweedie: 95.2528
[35] valid_0's poisson: -108.548 valid_0's tweedie: 95.2505
[36] valid_0's poisson: -108.587 valid_0's tweedie: 95.2351
[37] valid_0's poisson: -108.624 valid_0's tweedie: 95.2177
[38] valid_0's poisson: -108.63 valid_0's tweedie: 95.2139
[39] valid_0's poisson: -108.638 valid_0's tweedie: 95.211
[40] valid_0's poisson: -108.674 valid_0's tweedie: 95.1951
[41] valid_0's poisson: -108.667 valid_0's tweedie: 95.1979
[42] valid_0's poisson: -108.656 valid_0's tweedie: 95.2038
[43] valid_0's poisson: -108.662 valid_0's tweedie: 95.2004
[44] valid_0's poisson: -108.668 valid_0's tweedie: 95.197
[45] valid_0's poisson: -108.667 valid_0's tweedie: 95.1978
[46] valid_0's poisson: -108.691 valid_0's tweedie: 95.1865
[47] valid_0's poisson: -108.688 valid_0's tweedie: 95.1875
[48] valid_0's poisson: -108.722 valid_0's tweedie: 95.1627
[49] valid_0's poisson: -108.74 valid_0's tweedie: 95.1557
[50] valid_0's poisson: -108.736 valid_0's tweedie: 95.1576
[51] valid_0's poisson: -108.726 valid_0's tweedie: 95.161
[52] valid_0's poisson: -108.735 valid_0's tweedie: 95.1565
[53] valid_0's poisson: -108.767 valid_0's tweedie: 95.14
[54] valid_0's poisson: -108.791 valid_0's tweedie: 95.13
[55] valid_0's poisson: -108.845 valid_0's tweedie: 95.1071
[56] valid_0's poisson: -108.853 valid_0's tweedie: 95.1054
[57] valid_0's poisson: -108.861 valid_0's tweedie: 95.0999
[58] valid_0's poisson: -108.87 valid_0's tweedie: 95.0963
[59] valid_0's poisson: -108.865 valid_0's tweedie: 95.0982
[60] valid_0's poisson: -108.906 valid_0's tweedie: 95.0796
[61] valid_0's poisson: -108.915 valid_0's tweedie: 95.0766
[62] valid_0's poisson: -108.932 valid_0's tweedie: 95.0685
[63] valid_0's poisson: -108.944 valid_0's tweedie: 95.0626
[64] valid_0's poisson: -108.953 valid_0's tweedie: 95.0564
[65] valid_0's poisson: -108.976 valid_0's tweedie: 95.046
[66] valid_0's poisson: -108.973 valid_0's tweedie: 95.0476
[67] valid_0's poisson: -108.991 valid_0's tweedie: 95.0415
[68] valid_0's poisson: -108.995 valid_0's tweedie: 95.0384
[69] valid_0's poisson: -109.013 valid_0's tweedie: 95.0314
[70] valid_0's poisson: -109.004 valid_0's tweedie: 95.0371
[71] valid_0's poisson: -109.005 valid_0's tweedie: 95.0359
[72] valid_0's poisson: -109.007 valid_0's tweedie: 95.0354
[73] valid_0's poisson: -109.014 valid_0's tweedie: 95.032
[74] valid_0's poisson: -109.008 valid_0's tweedie: 95.0356
[75] valid_0's poisson: -109.007 valid_0's tweedie: 95.036
[76] valid_0's poisson: -109.012 valid_0's tweedie: 95.0309
[77] valid_0's poisson: -109.012 valid_0's tweedie: 95.0307
[78] valid_0's poisson: -109.021 valid_0's tweedie: 95.0266
[79] valid_0's poisson: -109.034 valid_0's tweedie: 95.0195
[80] valid_0's poisson: -109.03 valid_0's tweedie: 95.0212
[81] valid_0's poisson: -109.038 valid_0's tweedie: 95.0171
[82] valid_0's poisson: -109.043 valid_0's tweedie: 95.0149
[83] valid_0's poisson: -109.04 valid_0's tweedie: 95.0157
[84] valid_0's poisson: -109.052 valid_0's tweedie: 95.011
[85] valid_0's poisson: -109.056 valid_0's tweedie: 95.0081
[86] valid_0's poisson: -109.059 valid_0's tweedie: 95.0068
[87] valid_0's poisson: -109.058 valid_0's tweedie: 95.0071
[88] valid_0's poisson: -109.054 valid_0's tweedie: 95.009
[89] valid_0's poisson: -109.052 valid_0's tweedie: 95.0102
[90] valid_0's poisson: -109.06 valid_0's tweedie: 95.0064
[91] valid_0's poisson: -109.074 valid_0's tweedie: 94.9995
[92] valid_0's poisson: -109.075 valid_0's tweedie: 94.9986
[93] valid_0's poisson: -109.075 valid_0's tweedie: 94.9985
[94] valid_0's poisson: -109.102 valid_0's tweedie: 94.9883
[95] valid_0's poisson: -109.109 valid_0's tweedie: 94.9857
[96] valid_0's poisson: -109.128 valid_0's tweedie: 94.9785
[97] valid_0's poisson: -109.134 valid_0's tweedie: 94.9756
[98] valid_0's poisson: -109.138 valid_0's tweedie: 94.9739
[99] valid_0's poisson: -109.141 valid_0's tweedie: 94.9721
[100] valid_0's poisson: -109.142 valid_0's tweedie: 94.972
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=2, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -98.1265 valid_0's tweedie: 100.359
[2] valid_0's poisson: -103.202 valid_0's tweedie: 98.016
[3] valid_0's poisson: -105.06 valid_0's tweedie: 97.0551
[4] valid_0's poisson: -105.645 valid_0's tweedie: 96.7468
[5] valid_0's poisson: -105.944 valid_0's tweedie: 96.5522
[6] valid_0's poisson: -106.361 valid_0's tweedie: 96.3457
[7] valid_0's poisson: -106.785 valid_0's tweedie: 96.1456
[8] valid_0's poisson: -107.127 valid_0's tweedie: 95.9885
[9] valid_0's poisson: -107.169 valid_0's tweedie: 95.9575
[10] valid_0's poisson: -107.283 valid_0's tweedie: 95.907
[11] valid_0's poisson: -107.356 valid_0's tweedie: 95.8785
[12] valid_0's poisson: -107.454 valid_0's tweedie: 95.8307
[13] valid_0's poisson: -107.58 valid_0's tweedie: 95.7649
[14] valid_0's poisson: -107.729 valid_0's tweedie: 95.6831
[15] valid_0's poisson: -107.778 valid_0's tweedie: 95.6579
[16] valid_0's poisson: -107.826 valid_0's tweedie: 95.6358
[17] valid_0's poisson: -107.901 valid_0's tweedie: 95.5979
[18] valid_0's poisson: -107.987 valid_0's tweedie: 95.5352
[19] valid_0's poisson: -108.09 valid_0's tweedie: 95.4781
[20] valid_0's poisson: -108.137 valid_0's tweedie: 95.4586
[21] valid_0's poisson: -108.173 valid_0's tweedie: 95.4418
[22] valid_0's poisson: -108.166 valid_0's tweedie: 95.4432
[23] valid_0's poisson: -108.212 valid_0's tweedie: 95.4188
[24] valid_0's poisson: -108.28 valid_0's tweedie: 95.3909
[25] valid_0's poisson: -108.325 valid_0's tweedie: 95.366
[26] valid_0's poisson: -108.361 valid_0's tweedie: 95.3486
[27] valid_0's poisson: -108.397 valid_0's tweedie: 95.3333
[28] valid_0's poisson: -108.426 valid_0's tweedie: 95.3153
[29] valid_0's poisson: -108.435 valid_0's tweedie: 95.3108
[30] valid_0's poisson: -108.449 valid_0's tweedie: 95.3049
[31] valid_0's poisson: -108.499 valid_0's tweedie: 95.2827
[32] valid_0's poisson: -108.516 valid_0's tweedie: 95.2742
[33] valid_0's poisson: -108.525 valid_0's tweedie: 95.2706
[34] valid_0's poisson: -108.527 valid_0's tweedie: 95.2696
[35] valid_0's poisson: -108.52 valid_0's tweedie: 95.2717
[36] valid_0's poisson: -108.543 valid_0's tweedie: 95.263
[37] valid_0's poisson: -108.536 valid_0's tweedie: 95.2637
[38] valid_0's poisson: -108.548 valid_0's tweedie: 95.2588
[39] valid_0's poisson: -108.551 valid_0's tweedie: 95.2555
[40] valid_0's poisson: -108.568 valid_0's tweedie: 95.2466
[41] valid_0's poisson: -108.581 valid_0's tweedie: 95.24
[42] valid_0's poisson: -108.639 valid_0's tweedie: 95.2127
[43] valid_0's poisson: -108.644 valid_0's tweedie: 95.2106
[44] valid_0's poisson: -108.672 valid_0's tweedie: 95.1965
[45] valid_0's poisson: -108.751 valid_0's tweedie: 95.1672
[46] valid_0's poisson: -108.791 valid_0's tweedie: 95.1513
[47] valid_0's poisson: -108.809 valid_0's tweedie: 95.1446
[48] valid_0's poisson: -108.817 valid_0's tweedie: 95.1403
[49] valid_0's poisson: -108.804 valid_0's tweedie: 95.1461
[50] valid_0's poisson: -108.795 valid_0's tweedie: 95.1492
[51] valid_0's poisson: -108.813 valid_0's tweedie: 95.1416
[52] valid_0's poisson: -108.806 valid_0's tweedie: 95.1447
[53] valid_0's poisson: -108.811 valid_0's tweedie: 95.1431
[54] valid_0's poisson: -108.876 valid_0's tweedie: 95.1165
[55] valid_0's poisson: -108.897 valid_0's tweedie: 95.1075
[56] valid_0's poisson: -108.917 valid_0's tweedie: 95.0958
[57] valid_0's poisson: -108.919 valid_0's tweedie: 95.0919
[58] valid_0's poisson: -108.933 valid_0's tweedie: 95.0846
[59] valid_0's poisson: -108.943 valid_0's tweedie: 95.0748
[60] valid_0's poisson: -108.94 valid_0's tweedie: 95.0766
[61] valid_0's poisson: -108.945 valid_0's tweedie: 95.0732
[62] valid_0's poisson: -108.951 valid_0's tweedie: 95.0703
[63] valid_0's poisson: -108.966 valid_0's tweedie: 95.063
[64] valid_0's poisson: -108.97 valid_0's tweedie: 95.0609
[65] valid_0's poisson: -108.977 valid_0's tweedie: 95.0584
[66] valid_0's poisson: -108.983 valid_0's tweedie: 95.0542
[67] valid_0's poisson: -108.986 valid_0's tweedie: 95.051
[68] valid_0's poisson: -109.007 valid_0's tweedie: 95.0411
[69] valid_0's poisson: -109.013 valid_0's tweedie: 95.0372
[70] valid_0's poisson: -109.045 valid_0's tweedie: 95.0251
[71] valid_0's poisson: -109.052 valid_0's tweedie: 95.0221
[72] valid_0's poisson: -109.058 valid_0's tweedie: 95.0201
[73] valid_0's poisson: -109.066 valid_0's tweedie: 95.016
[74] valid_0's poisson: -109.07 valid_0's tweedie: 95.0136
[75] valid_0's poisson: -109.08 valid_0's tweedie: 95.0089
[76] valid_0's poisson: -109.078 valid_0's tweedie: 95.0101
[77] valid_0's poisson: -109.082 valid_0's tweedie: 95.0083
[78] valid_0's poisson: -109.086 valid_0's tweedie: 95.0063
[79] valid_0's poisson: -109.092 valid_0's tweedie: 95.0026
[80] valid_0's poisson: -109.098 valid_0's tweedie: 95.0014
[81] valid_0's poisson: -109.1 valid_0's tweedie: 94.9999
[82] valid_0's poisson: -109.097 valid_0's tweedie: 95.0011
[83] valid_0's poisson: -109.098 valid_0's tweedie: 95.0005
[84] valid_0's poisson: -109.1 valid_0's tweedie: 94.9996
[85] valid_0's poisson: -109.103 valid_0's tweedie: 94.9983
[86] valid_0's poisson: -109.102 valid_0's tweedie: 94.9991
[87] valid_0's poisson: -109.106 valid_0's tweedie: 94.9969
[88] valid_0's poisson: -109.103 valid_0's tweedie: 94.9985
[89] valid_0's poisson: -109.107 valid_0's tweedie: 94.9965
[90] valid_0's poisson: -109.114 valid_0's tweedie: 94.9937
[91] valid_0's poisson: -109.125 valid_0's tweedie: 94.988
[92] valid_0's poisson: -109.127 valid_0's tweedie: 94.9867
[93] valid_0's poisson: -109.127 valid_0's tweedie: 94.9876
[94] valid_0's poisson: -109.121 valid_0's tweedie: 94.9903
[95] valid_0's poisson: -109.121 valid_0's tweedie: 94.9897
[96] valid_0's poisson: -109.121 valid_0's tweedie: 94.989
[97] valid_0's poisson: -109.139 valid_0's tweedie: 94.9827
[98] valid_0's poisson: -109.148 valid_0's tweedie: 94.9793
[99] valid_0's poisson: -109.147 valid_0's tweedie: 94.9804
[100] valid_0's poisson: -109.15 valid_0's tweedie: 94.9795
[CV] END bagging_fraction=0.5, lambda_l1=1, lambda_l2=0.1, learning_rate=1.0, max_depth=2, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -101.411 valid_0's tweedie: 11.7334
[2] valid_0's poisson: -104.398 valid_0's tweedie: 11.4103
[3] valid_0's poisson: -105.751 valid_0's tweedie: 11.3211
[4] valid_0's poisson: -106.349 valid_0's tweedie: 11.2817
[5] valid_0's poisson: -106.968 valid_0's tweedie: 11.2599
[6] valid_0's poisson: -107.062 valid_0's tweedie: 11.221
[7] valid_0's poisson: -107.48 valid_0's tweedie: 11.199
[8] valid_0's poisson: -107.688 valid_0's tweedie: 11.1908
[9] valid_0's poisson: -107.711 valid_0's tweedie: 11.1899
[10] valid_0's poisson: -107.853 valid_0's tweedie: 11.1803
[11] valid_0's poisson: -107.999 valid_0's tweedie: 11.1752
[12] valid_0's poisson: -108.03 valid_0's tweedie: 11.1679
[13] valid_0's poisson: -108.209 valid_0's tweedie: 11.1604
[14] valid_0's poisson: -108.238 valid_0's tweedie: 11.1527
[15] valid_0's poisson: -108.309 valid_0's tweedie: 11.1474
[16] valid_0's poisson: -108.342 valid_0's tweedie: 11.1456
[17] valid_0's poisson: -108.347 valid_0's tweedie: 11.1465
[18] valid_0's poisson: -108.435 valid_0's tweedie: 11.1439
[19] valid_0's poisson: -108.448 valid_0's tweedie: 11.1433
[20] valid_0's poisson: -108.486 valid_0's tweedie: 11.1427
[21] valid_0's poisson: -108.496 valid_0's tweedie: 11.1411
[22] valid_0's poisson: -108.595 valid_0's tweedie: 11.1333
[23] valid_0's poisson: -108.714 valid_0's tweedie: 11.1272
[24] valid_0's poisson: -108.744 valid_0's tweedie: 11.1243
[25] valid_0's poisson: -108.804 valid_0's tweedie: 11.123
[26] valid_0's poisson: -108.814 valid_0's tweedie: 11.1244
[27] valid_0's poisson: -108.837 valid_0's tweedie: 11.1228
[28] valid_0's poisson: -108.842 valid_0's tweedie: 11.1233
[29] valid_0's poisson: -108.841 valid_0's tweedie: 11.123
[30] valid_0's poisson: -108.836 valid_0's tweedie: 11.126
[31] valid_0's poisson: -108.847 valid_0's tweedie: 11.1253
[32] valid_0's poisson: -108.842 valid_0's tweedie: 11.1246
[33] valid_0's poisson: -108.877 valid_0's tweedie: 11.1238
[34] valid_0's poisson: -108.88 valid_0's tweedie: 11.1233
[35] valid_0's poisson: -108.885 valid_0's tweedie: 11.1252
[36] valid_0's poisson: -108.862 valid_0's tweedie: 11.1249
[37] valid_0's poisson: -108.939 valid_0's tweedie: 11.1218
[38] valid_0's poisson: -108.96 valid_0's tweedie: 11.1205
[39] valid_0's poisson: -108.964 valid_0's tweedie: 11.1204
[40] valid_0's poisson: -108.982 valid_0's tweedie: 11.1201
[41] valid_0's poisson: -108.987 valid_0's tweedie: 11.1194
[42] valid_0's poisson: -109.009 valid_0's tweedie: 11.1178
[43] valid_0's poisson: -109.011 valid_0's tweedie: 11.1169
[44] valid_0's poisson: -109.011 valid_0's tweedie: 11.1196
[45] valid_0's poisson: -109.015 valid_0's tweedie: 11.1188
[46] valid_0's poisson: -108.999 valid_0's tweedie: 11.1193
[47] valid_0's poisson: -108.966 valid_0's tweedie: 11.1234
[48] valid_0's poisson: -108.963 valid_0's tweedie: 11.1223
[49] valid_0's poisson: -108.974 valid_0's tweedie: 11.1221
[50] valid_0's poisson: -108.978 valid_0's tweedie: 11.121
[51] valid_0's poisson: -108.992 valid_0's tweedie: 11.12
[52] valid_0's poisson: -108.993 valid_0's tweedie: 11.1199
[53] valid_0's poisson: -109.004 valid_0's tweedie: 11.1177
[54] valid_0's poisson: -109.019 valid_0's tweedie: 11.116
[55] valid_0's poisson: -109.038 valid_0's tweedie: 11.1174
[56] valid_0's poisson: -109.035 valid_0's tweedie: 11.1178
[57] valid_0's poisson: -109.035 valid_0's tweedie: 11.1184
[58] valid_0's poisson: -109.039 valid_0's tweedie: 11.1188
[59] valid_0's poisson: -109.04 valid_0's tweedie: 11.1186
[60] valid_0's poisson: -109.049 valid_0's tweedie: 11.1177
[61] valid_0's poisson: -109.045 valid_0's tweedie: 11.1205
[62] valid_0's poisson: -109.051 valid_0's tweedie: 11.1195
[63] valid_0's poisson: -109.047 valid_0's tweedie: 11.1219
[64] valid_0's poisson: -109.06 valid_0's tweedie: 11.1234
[65] valid_0's poisson: -109.06 valid_0's tweedie: 11.1235
[66] valid_0's poisson: -109.056 valid_0's tweedie: 11.1263
[67] valid_0's poisson: -109.055 valid_0's tweedie: 11.1245
[68] valid_0's poisson: -109.042 valid_0's tweedie: 11.1252
[69] valid_0's poisson: -109.032 valid_0's tweedie: 11.1249
[70] valid_0's poisson: -109.058 valid_0's tweedie: 11.1242
[71] valid_0's poisson: -109.074 valid_0's tweedie: 11.1232
[72] valid_0's poisson: -109.071 valid_0's tweedie: 11.123
[73] valid_0's poisson: -109.069 valid_0's tweedie: 11.1239
[74] valid_0's poisson: -109.067 valid_0's tweedie: 11.1249
[75] valid_0's poisson: -109.072 valid_0's tweedie: 11.1226
[76] valid_0's poisson: -109.066 valid_0's tweedie: 11.1233
[77] valid_0's poisson: -109.058 valid_0's tweedie: 11.1242
[78] valid_0's poisson: -109.066 valid_0's tweedie: 11.1274
[79] valid_0's poisson: -109.062 valid_0's tweedie: 11.1284
[80] valid_0's poisson: -109.071 valid_0's tweedie: 11.13
[81] valid_0's poisson: -109.084 valid_0's tweedie: 11.128
[82] valid_0's poisson: -109.086 valid_0's tweedie: 11.1275
[83] valid_0's poisson: -109.087 valid_0's tweedie: 11.1273
[84] valid_0's poisson: -109.097 valid_0's tweedie: 11.1285
[85] valid_0's poisson: -109.105 valid_0's tweedie: 11.1279
[86] valid_0's poisson: -109.105 valid_0's tweedie: 11.1307
[87] valid_0's poisson: -109.124 valid_0's tweedie: 11.1299
[88] valid_0's poisson: -109.119 valid_0's tweedie: 11.1325
[89] valid_0's poisson: -109.121 valid_0's tweedie: 11.1327
[90] valid_0's poisson: -109.116 valid_0's tweedie: 11.1318
[91] valid_0's poisson: -109.132 valid_0's tweedie: 11.1351
[92] valid_0's poisson: -109.134 valid_0's tweedie: 11.1351
[93] valid_0's poisson: -109.148 valid_0's tweedie: 11.1381
[94] valid_0's poisson: -109.15 valid_0's tweedie: 11.1343
[95] valid_0's poisson: -109.156 valid_0's tweedie: 11.1305
[96] valid_0's poisson: -109.153 valid_0's tweedie: 11.1307
[97] valid_0's poisson: -109.153 valid_0's tweedie: 11.1312
[98] valid_0's poisson: -109.158 valid_0's tweedie: 11.1305
[99] valid_0's poisson: -109.162 valid_0's tweedie: 11.1308
[100] valid_0's poisson: -109.158 valid_0's tweedie: 11.1299
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=1.0, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -101.455 valid_0's tweedie: 11.7507
[2] valid_0's poisson: -103.701 valid_0's tweedie: 11.4589
[3] valid_0's poisson: -105.274 valid_0's tweedie: 11.3386
[4] valid_0's poisson: -106.328 valid_0's tweedie: 11.2927
[5] valid_0's poisson: -106.768 valid_0's tweedie: 11.2605
[6] valid_0's poisson: -107.23 valid_0's tweedie: 11.2299
[7] valid_0's poisson: -107.755 valid_0's tweedie: 11.1875
[8] valid_0's poisson: -107.879 valid_0's tweedie: 11.1754
[9] valid_0's poisson: -107.943 valid_0's tweedie: 11.1667
[10] valid_0's poisson: -108.021 valid_0's tweedie: 11.1619
[11] valid_0's poisson: -108.12 valid_0's tweedie: 11.1571
[12] valid_0's poisson: -108.155 valid_0's tweedie: 11.147
[13] valid_0's poisson: -108.202 valid_0's tweedie: 11.1427
[14] valid_0's poisson: -108.225 valid_0's tweedie: 11.1401
[15] valid_0's poisson: -108.249 valid_0's tweedie: 11.1386
[16] valid_0's poisson: -108.222 valid_0's tweedie: 11.1374
[17] valid_0's poisson: -108.232 valid_0's tweedie: 11.137
[18] valid_0's poisson: -108.295 valid_0's tweedie: 11.1335
[19] valid_0's poisson: -108.283 valid_0's tweedie: 11.1339
[20] valid_0's poisson: -108.328 valid_0's tweedie: 11.1318
[21] valid_0's poisson: -108.348 valid_0's tweedie: 11.1285
[22] valid_0's poisson: -108.416 valid_0's tweedie: 11.1268
[23] valid_0's poisson: -108.461 valid_0's tweedie: 11.1264
[24] valid_0's poisson: -108.487 valid_0's tweedie: 11.1254
[25] valid_0's poisson: -108.519 valid_0's tweedie: 11.1226
[26] valid_0's poisson: -108.54 valid_0's tweedie: 11.1172
[27] valid_0's poisson: -108.567 valid_0's tweedie: 11.1167
[28] valid_0's poisson: -108.603 valid_0's tweedie: 11.1163
[29] valid_0's poisson: -108.598 valid_0's tweedie: 11.1204
[30] valid_0's poisson: -108.597 valid_0's tweedie: 11.1218
[31] valid_0's poisson: -108.594 valid_0's tweedie: 11.1202
[32] valid_0's poisson: -108.633 valid_0's tweedie: 11.1159
[33] valid_0's poisson: -108.63 valid_0's tweedie: 11.117
[34] valid_0's poisson: -108.699 valid_0's tweedie: 11.1134
[35] valid_0's poisson: -108.713 valid_0's tweedie: 11.1111
[36] valid_0's poisson: -108.711 valid_0's tweedie: 11.1106
[37] valid_0's poisson: -108.719 valid_0's tweedie: 11.1105
[38] valid_0's poisson: -108.733 valid_0's tweedie: 11.1103
[39] valid_0's poisson: -108.737 valid_0's tweedie: 11.1111
[40] valid_0's poisson: -108.736 valid_0's tweedie: 11.1118
[41] valid_0's poisson: -108.895 valid_0's tweedie: 11.1078
[42] valid_0's poisson: -108.886 valid_0's tweedie: 11.1127
[43] valid_0's poisson: -108.916 valid_0's tweedie: 11.1105
[44] valid_0's poisson: -108.908 valid_0's tweedie: 11.1106
[45] valid_0's poisson: -108.903 valid_0's tweedie: 11.1098
[46] valid_0's poisson: -108.902 valid_0's tweedie: 11.1112
[47] valid_0's poisson: -108.903 valid_0's tweedie: 11.1127
[48] valid_0's poisson: -108.915 valid_0's tweedie: 11.1109
[49] valid_0's poisson: -108.928 valid_0's tweedie: 11.1113
[50] valid_0's poisson: -108.93 valid_0's tweedie: 11.1099
[51] valid_0's poisson: -108.966 valid_0's tweedie: 11.1092
[52] valid_0's poisson: -108.984 valid_0's tweedie: 11.1083
[53] valid_0's poisson: -109 valid_0's tweedie: 11.1082
[54] valid_0's poisson: -109.002 valid_0's tweedie: 11.1114
[55] valid_0's poisson: -109.01 valid_0's tweedie: 11.1108
[56] valid_0's poisson: -109.012 valid_0's tweedie: 11.1107
[57] valid_0's poisson: -109.029 valid_0's tweedie: 11.1101
[58] valid_0's poisson: -109.053 valid_0's tweedie: 11.1084
[59] valid_0's poisson: -109.055 valid_0's tweedie: 11.1076
[60] valid_0's poisson: -109.055 valid_0's tweedie: 11.1075
[61] valid_0's poisson: -109.058 valid_0's tweedie: 11.1077
[62] valid_0's poisson: -109.06 valid_0's tweedie: 11.1075
[63] valid_0's poisson: -109.058 valid_0's tweedie: 11.1092
[64] valid_0's poisson: -109.089 valid_0's tweedie: 11.1058
[65] valid_0's poisson: -109.082 valid_0's tweedie: 11.1063
[66] valid_0's poisson: -109.078 valid_0's tweedie: 11.1071
[67] valid_0's poisson: -109.094 valid_0's tweedie: 11.1046
[68] valid_0's poisson: -109.089 valid_0's tweedie: 11.1047
[69] valid_0's poisson: -109.109 valid_0's tweedie: 11.1036
[70] valid_0's poisson: -109.111 valid_0's tweedie: 11.1034
[71] valid_0's poisson: -109.139 valid_0's tweedie: 11.1032
[72] valid_0's poisson: -109.135 valid_0's tweedie: 11.1023
[73] valid_0's poisson: -109.123 valid_0's tweedie: 11.1036
[74] valid_0's poisson: -109.113 valid_0's tweedie: 11.1047
[75] valid_0's poisson: -109.122 valid_0's tweedie: 11.106
[76] valid_0's poisson: -109.132 valid_0's tweedie: 11.104
[77] valid_0's poisson: -109.127 valid_0's tweedie: 11.1046
[78] valid_0's poisson: -109.13 valid_0's tweedie: 11.1011
[79] valid_0's poisson: -109.125 valid_0's tweedie: 11.1011
[80] valid_0's poisson: -109.123 valid_0's tweedie: 11.1008
[81] valid_0's poisson: -109.122 valid_0's tweedie: 11.1011
[82] valid_0's poisson: -109.119 valid_0's tweedie: 11.1016
[83] valid_0's poisson: -109.126 valid_0's tweedie: 11.0999
[84] valid_0's poisson: -109.12 valid_0's tweedie: 11.1006
[85] valid_0's poisson: -109.119 valid_0's tweedie: 11.101
[86] valid_0's poisson: -109.12 valid_0's tweedie: 11.1009
[87] valid_0's poisson: -109.121 valid_0's tweedie: 11.1007
[88] valid_0's poisson: -109.14 valid_0's tweedie: 11.1001
[89] valid_0's poisson: -109.15 valid_0's tweedie: 11.0995
[90] valid_0's poisson: -109.16 valid_0's tweedie: 11.099
[91] valid_0's poisson: -109.162 valid_0's tweedie: 11.1008
[92] valid_0's poisson: -109.17 valid_0's tweedie: 11.0985
[93] valid_0's poisson: -109.166 valid_0's tweedie: 11.0974
[94] valid_0's poisson: -109.158 valid_0's tweedie: 11.0983
[95] valid_0's poisson: -109.151 valid_0's tweedie: 11.0987
[96] valid_0's poisson: -109.159 valid_0's tweedie: 11.0982
[97] valid_0's poisson: -109.157 valid_0's tweedie: 11.1005
[98] valid_0's poisson: -109.15 valid_0's tweedie: 11.1016
[99] valid_0's poisson: -109.149 valid_0's tweedie: 11.1019
[100] valid_0's poisson: -109.145 valid_0's tweedie: 11.101
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=1.0, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -101.392 valid_0's tweedie: 11.741
[2] valid_0's poisson: -103.784 valid_0's tweedie: 11.4532
[3] valid_0's poisson: -105.233 valid_0's tweedie: 11.3462
[4] valid_0's poisson: -105.596 valid_0's tweedie: 11.3033
[5] valid_0's poisson: -106.406 valid_0's tweedie: 11.265
[6] valid_0's poisson: -106.532 valid_0's tweedie: 11.2374
[7] valid_0's poisson: -107.124 valid_0's tweedie: 11.212
[8] valid_0's poisson: -107.351 valid_0's tweedie: 11.1991
[9] valid_0's poisson: -107.746 valid_0's tweedie: 11.1787
[10] valid_0's poisson: -107.838 valid_0's tweedie: 11.1697
[11] valid_0's poisson: -107.976 valid_0's tweedie: 11.1659
[12] valid_0's poisson: -108.005 valid_0's tweedie: 11.1644
[13] valid_0's poisson: -108.096 valid_0's tweedie: 11.1594
[14] valid_0's poisson: -108.213 valid_0's tweedie: 11.1542
[15] valid_0's poisson: -108.225 valid_0's tweedie: 11.1516
[16] valid_0's poisson: -108.288 valid_0's tweedie: 11.1483
[17] valid_0's poisson: -108.299 valid_0's tweedie: 11.1461
[18] valid_0's poisson: -108.399 valid_0's tweedie: 11.1417
[19] valid_0's poisson: -108.417 valid_0's tweedie: 11.1393
[20] valid_0's poisson: -108.486 valid_0's tweedie: 11.1328
[21] valid_0's poisson: -108.51 valid_0's tweedie: 11.132
[22] valid_0's poisson: -108.511 valid_0's tweedie: 11.133
[23] valid_0's poisson: -108.55 valid_0's tweedie: 11.1309
[24] valid_0's poisson: -108.542 valid_0's tweedie: 11.1305
[25] valid_0's poisson: -108.546 valid_0's tweedie: 11.1301
[26] valid_0's poisson: -108.542 valid_0's tweedie: 11.1309
[27] valid_0's poisson: -108.543 valid_0's tweedie: 11.1312
[28] valid_0's poisson: -108.643 valid_0's tweedie: 11.1254
[29] valid_0's poisson: -108.64 valid_0's tweedie: 11.126
[30] valid_0's poisson: -108.683 valid_0's tweedie: 11.1181
[31] valid_0's poisson: -108.704 valid_0's tweedie: 11.1157
[32] valid_0's poisson: -108.715 valid_0's tweedie: 11.1153
[33] valid_0's poisson: -108.653 valid_0's tweedie: 11.116
[34] valid_0's poisson: -108.705 valid_0's tweedie: 11.1121
[35] valid_0's poisson: -108.74 valid_0's tweedie: 11.1101
[36] valid_0's poisson: -108.763 valid_0's tweedie: 11.1083
[37] valid_0's poisson: -108.767 valid_0's tweedie: 11.1063
[38] valid_0's poisson: -108.782 valid_0's tweedie: 11.1045
[39] valid_0's poisson: -108.793 valid_0's tweedie: 11.1044
[40] valid_0's poisson: -108.801 valid_0's tweedie: 11.1041
[41] valid_0's poisson: -108.807 valid_0's tweedie: 11.1037
[42] valid_0's poisson: -108.825 valid_0's tweedie: 11.1037
[43] valid_0's poisson: -108.87 valid_0's tweedie: 11.1024
[44] valid_0's poisson: -108.862 valid_0's tweedie: 11.1035
[45] valid_0's poisson: -108.873 valid_0's tweedie: 11.1038
[46] valid_0's poisson: -108.873 valid_0's tweedie: 11.1041
[47] valid_0's poisson: -108.877 valid_0's tweedie: 11.1042
[48] valid_0's poisson: -108.883 valid_0's tweedie: 11.1043
[49] valid_0's poisson: -108.885 valid_0's tweedie: 11.1058
[50] valid_0's poisson: -108.899 valid_0's tweedie: 11.1034
[51] valid_0's poisson: -108.9 valid_0's tweedie: 11.1042
[52] valid_0's poisson: -108.911 valid_0's tweedie: 11.1032
[53] valid_0's poisson: -108.924 valid_0's tweedie: 11.1027
[54] valid_0's poisson: -108.933 valid_0's tweedie: 11.101
[55] valid_0's poisson: -108.93 valid_0's tweedie: 11.1014
[56] valid_0's poisson: -108.93 valid_0's tweedie: 11.1015
[57] valid_0's poisson: -108.938 valid_0's tweedie: 11.101
[58] valid_0's poisson: -108.935 valid_0's tweedie: 11.1016
[59] valid_0's poisson: -108.932 valid_0's tweedie: 11.1016
[60] valid_0's poisson: -108.967 valid_0's tweedie: 11.1012
[61] valid_0's poisson: -108.981 valid_0's tweedie: 11.1012
[62] valid_0's poisson: -108.966 valid_0's tweedie: 11.1016
[63] valid_0's poisson: -108.964 valid_0's tweedie: 11.1017
[64] valid_0's poisson: -108.968 valid_0's tweedie: 11.1023
[65] valid_0's poisson: -108.965 valid_0's tweedie: 11.1018
[66] valid_0's poisson: -108.971 valid_0's tweedie: 11.0989
[67] valid_0's poisson: -108.962 valid_0's tweedie: 11.1011
[68] valid_0's poisson: -108.963 valid_0's tweedie: 11.1004
[69] valid_0's poisson: -108.974 valid_0's tweedie: 11.0997
[70] valid_0's poisson: -108.987 valid_0's tweedie: 11.0988
[71] valid_0's poisson: -108.994 valid_0's tweedie: 11.099
[72] valid_0's poisson: -109.001 valid_0's tweedie: 11.098
[73] valid_0's poisson: -109.006 valid_0's tweedie: 11.0965
[74] valid_0's poisson: -109.006 valid_0's tweedie: 11.0963
[75] valid_0's poisson: -109.013 valid_0's tweedie: 11.0966
[76] valid_0's poisson: -109.01 valid_0's tweedie: 11.0958
[77] valid_0's poisson: -109.014 valid_0's tweedie: 11.0952
[78] valid_0's poisson: -109.005 valid_0's tweedie: 11.0959
[79] valid_0's poisson: -109.003 valid_0's tweedie: 11.0959
[80] valid_0's poisson: -109.002 valid_0's tweedie: 11.0959
[81] valid_0's poisson: -109.003 valid_0's tweedie: 11.0957
[82] valid_0's poisson: -108.997 valid_0's tweedie: 11.0962
[83] valid_0's poisson: -108.995 valid_0's tweedie: 11.0974
[84] valid_0's poisson: -109.016 valid_0's tweedie: 11.0969
[85] valid_0's poisson: -109.026 valid_0's tweedie: 11.0959
[86] valid_0's poisson: -109.027 valid_0's tweedie: 11.0962
[87] valid_0's poisson: -109.03 valid_0's tweedie: 11.0948
[88] valid_0's poisson: -109.034 valid_0's tweedie: 11.0953
[89] valid_0's poisson: -109.033 valid_0's tweedie: 11.0952
[90] valid_0's poisson: -109.034 valid_0's tweedie: 11.0952
[91] valid_0's poisson: -109.042 valid_0's tweedie: 11.0954
[92] valid_0's poisson: -109.036 valid_0's tweedie: 11.096
[93] valid_0's poisson: -109.036 valid_0's tweedie: 11.098
[94] valid_0's poisson: -109.036 valid_0's tweedie: 11.099
[95] valid_0's poisson: -109.034 valid_0's tweedie: 11.0987
[96] valid_0's poisson: -109.057 valid_0's tweedie: 11.0978
[97] valid_0's poisson: -109.054 valid_0's tweedie: 11.0981
[98] valid_0's poisson: -109.065 valid_0's tweedie: 11.0981
[99] valid_0's poisson: -109.062 valid_0's tweedie: 11.0987
[100] valid_0's poisson: -109.058 valid_0's tweedie: 11.0986
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=1.0, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -101.402 valid_0's tweedie: 11.7445
[2] valid_0's poisson: -104.332 valid_0's tweedie: 11.4603
[3] valid_0's poisson: -105.573 valid_0's tweedie: 11.3723
[4] valid_0's poisson: -106.488 valid_0's tweedie: 11.3184
[5] valid_0's poisson: -106.698 valid_0's tweedie: 11.2586
[6] valid_0's poisson: -107.104 valid_0's tweedie: 11.2384
[7] valid_0's poisson: -107.274 valid_0's tweedie: 11.2246
[8] valid_0's poisson: -107.57 valid_0's tweedie: 11.2134
[9] valid_0's poisson: -107.806 valid_0's tweedie: 11.1885
[10] valid_0's poisson: -107.835 valid_0's tweedie: 11.1856
[11] valid_0's poisson: -107.916 valid_0's tweedie: 11.1797
[12] valid_0's poisson: -108.11 valid_0's tweedie: 11.1689
[13] valid_0's poisson: -108.271 valid_0's tweedie: 11.1622
[14] valid_0's poisson: -108.301 valid_0's tweedie: 11.1559
[15] valid_0's poisson: -108.343 valid_0's tweedie: 11.153
[16] valid_0's poisson: -108.595 valid_0's tweedie: 11.1406
[17] valid_0's poisson: -108.632 valid_0's tweedie: 11.1393
[18] valid_0's poisson: -108.646 valid_0's tweedie: 11.1383
[19] valid_0's poisson: -108.617 valid_0's tweedie: 11.1353
[20] valid_0's poisson: -108.617 valid_0's tweedie: 11.1357
[21] valid_0's poisson: -108.618 valid_0's tweedie: 11.1346
[22] valid_0's poisson: -108.641 valid_0's tweedie: 11.1342
[23] valid_0's poisson: -108.668 valid_0's tweedie: 11.1314
[24] valid_0's poisson: -108.722 valid_0's tweedie: 11.1294
[25] valid_0's poisson: -108.795 valid_0's tweedie: 11.1209
[26] valid_0's poisson: -108.815 valid_0's tweedie: 11.1144
[27] valid_0's poisson: -108.844 valid_0's tweedie: 11.1136
[28] valid_0's poisson: -108.885 valid_0's tweedie: 11.1121
[29] valid_0's poisson: -108.902 valid_0's tweedie: 11.1094
[30] valid_0's poisson: -108.909 valid_0's tweedie: 11.1084
[31] valid_0's poisson: -108.923 valid_0's tweedie: 11.1084
[32] valid_0's poisson: -108.937 valid_0's tweedie: 11.1072
[33] valid_0's poisson: -108.934 valid_0's tweedie: 11.1055
[34] valid_0's poisson: -108.917 valid_0's tweedie: 11.1057
[35] valid_0's poisson: -108.916 valid_0's tweedie: 11.1051
[36] valid_0's poisson: -108.951 valid_0's tweedie: 11.1027
[37] valid_0's poisson: -109.015 valid_0's tweedie: 11.1
[38] valid_0's poisson: -109.021 valid_0's tweedie: 11.0994
[39] valid_0's poisson: -109.017 valid_0's tweedie: 11.1004
[40] valid_0's poisson: -109.028 valid_0's tweedie: 11.1012
[41] valid_0's poisson: -109.014 valid_0's tweedie: 11.1003
[42] valid_0's poisson: -109.02 valid_0's tweedie: 11.1004
[43] valid_0's poisson: -109.017 valid_0's tweedie: 11.1003
[44] valid_0's poisson: -109.038 valid_0's tweedie: 11.1001
[45] valid_0's poisson: -109.044 valid_0's tweedie: 11.1017
[46] valid_0's poisson: -109.045 valid_0's tweedie: 11.101
[47] valid_0's poisson: -109.077 valid_0's tweedie: 11.1052
[48] valid_0's poisson: -109.093 valid_0's tweedie: 11.1038
[49] valid_0's poisson: -109.099 valid_0's tweedie: 11.1007
[50] valid_0's poisson: -109.096 valid_0's tweedie: 11.1007
[51] valid_0's poisson: -109.089 valid_0's tweedie: 11.1008
[52] valid_0's poisson: -109.087 valid_0's tweedie: 11.1006
[53] valid_0's poisson: -109.086 valid_0's tweedie: 11.0981
[54] valid_0's poisson: -109.094 valid_0's tweedie: 11.0989
[55] valid_0's poisson: -109.136 valid_0's tweedie: 11.097
[56] valid_0's poisson: -109.139 valid_0's tweedie: 11.0975
[57] valid_0's poisson: -109.136 valid_0's tweedie: 11.0972
[58] valid_0's poisson: -109.124 valid_0's tweedie: 11.0987
[59] valid_0's poisson: -109.106 valid_0's tweedie: 11.0991
[60] valid_0's poisson: -109.106 valid_0's tweedie: 11.0991
[61] valid_0's poisson: -109.107 valid_0's tweedie: 11.1012
[62] valid_0's poisson: -109.114 valid_0's tweedie: 11.1013
[63] valid_0's poisson: -109.115 valid_0's tweedie: 11.1013
[64] valid_0's poisson: -109.142 valid_0's tweedie: 11.1
[65] valid_0's poisson: -109.144 valid_0's tweedie: 11.0996
[66] valid_0's poisson: -109.145 valid_0's tweedie: 11.1027
[67] valid_0's poisson: -109.161 valid_0's tweedie: 11.1032
[68] valid_0's poisson: -109.163 valid_0's tweedie: 11.1043
[69] valid_0's poisson: -109.166 valid_0's tweedie: 11.1045
[70] valid_0's poisson: -109.167 valid_0's tweedie: 11.1053
[71] valid_0's poisson: -109.164 valid_0's tweedie: 11.1061
[72] valid_0's poisson: -109.162 valid_0's tweedie: 11.1056
[73] valid_0's poisson: -109.159 valid_0's tweedie: 11.1045
[74] valid_0's poisson: -109.157 valid_0's tweedie: 11.1055
[75] valid_0's poisson: -109.167 valid_0's tweedie: 11.1076
[76] valid_0's poisson: -109.165 valid_0's tweedie: 11.1065
[77] valid_0's poisson: -109.155 valid_0's tweedie: 11.1081
[78] valid_0's poisson: -109.153 valid_0's tweedie: 11.1091
[79] valid_0's poisson: -109.153 valid_0's tweedie: 11.1083
[80] valid_0's poisson: -109.163 valid_0's tweedie: 11.1095
[81] valid_0's poisson: -109.166 valid_0's tweedie: 11.1108
[82] valid_0's poisson: -109.17 valid_0's tweedie: 11.1103
[83] valid_0's poisson: -109.199 valid_0's tweedie: 11.1081
[84] valid_0's poisson: -109.192 valid_0's tweedie: 11.1087
[85] valid_0's poisson: -109.202 valid_0's tweedie: 11.1087
[86] valid_0's poisson: -109.206 valid_0's tweedie: 11.1057
[87] valid_0's poisson: -109.191 valid_0's tweedie: 11.1066
[88] valid_0's poisson: -109.185 valid_0's tweedie: 11.1058
[89] valid_0's poisson: -109.186 valid_0's tweedie: 11.1056
[90] valid_0's poisson: -109.185 valid_0's tweedie: 11.106
[91] valid_0's poisson: -109.201 valid_0's tweedie: 11.1053
[92] valid_0's poisson: -109.223 valid_0's tweedie: 11.1043
[93] valid_0's poisson: -109.23 valid_0's tweedie: 11.1047
[94] valid_0's poisson: -109.24 valid_0's tweedie: 11.1042
[95] valid_0's poisson: -109.25 valid_0's tweedie: 11.104
[96] valid_0's poisson: -109.234 valid_0's tweedie: 11.1036
[97] valid_0's poisson: -109.241 valid_0's tweedie: 11.1036
[98] valid_0's poisson: -109.237 valid_0's tweedie: 11.1054
[99] valid_0's poisson: -109.237 valid_0's tweedie: 11.1048
[100] valid_0's poisson: -109.243 valid_0's tweedie: 11.1058
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=1.0, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -101.457 valid_0's tweedie: 11.7289
[2] valid_0's poisson: -104.397 valid_0's tweedie: 11.4092
[3] valid_0's poisson: -105.619 valid_0's tweedie: 11.3236
[4] valid_0's poisson: -105.995 valid_0's tweedie: 11.2847
[5] valid_0's poisson: -106.524 valid_0's tweedie: 11.2481
[6] valid_0's poisson: -107.299 valid_0's tweedie: 11.2127
[7] valid_0's poisson: -107.41 valid_0's tweedie: 11.1914
[8] valid_0's poisson: -107.568 valid_0's tweedie: 11.1825
[9] valid_0's poisson: -107.586 valid_0's tweedie: 11.1751
[10] valid_0's poisson: -107.684 valid_0's tweedie: 11.1664
[11] valid_0's poisson: -107.971 valid_0's tweedie: 11.1553
[12] valid_0's poisson: -108.001 valid_0's tweedie: 11.1531
[13] valid_0's poisson: -108.163 valid_0's tweedie: 11.1433
[14] valid_0's poisson: -108.254 valid_0's tweedie: 11.1384
[15] valid_0's poisson: -108.28 valid_0's tweedie: 11.1361
[16] valid_0's poisson: -108.3 valid_0's tweedie: 11.1363
[17] valid_0's poisson: -108.429 valid_0's tweedie: 11.1315
[18] valid_0's poisson: -108.447 valid_0's tweedie: 11.1294
[19] valid_0's poisson: -108.507 valid_0's tweedie: 11.1257
[20] valid_0's poisson: -108.505 valid_0's tweedie: 11.1273
[21] valid_0's poisson: -108.524 valid_0's tweedie: 11.1269
[22] valid_0's poisson: -108.528 valid_0's tweedie: 11.1285
[23] valid_0's poisson: -108.53 valid_0's tweedie: 11.1268
[24] valid_0's poisson: -108.54 valid_0's tweedie: 11.1273
[25] valid_0's poisson: -108.568 valid_0's tweedie: 11.126
[26] valid_0's poisson: -108.564 valid_0's tweedie: 11.1332
[27] valid_0's poisson: -108.634 valid_0's tweedie: 11.1301
[28] valid_0's poisson: -108.64 valid_0's tweedie: 11.1381
[29] valid_0's poisson: -108.648 valid_0's tweedie: 11.1364
[30] valid_0's poisson: -108.629 valid_0's tweedie: 11.138
[31] valid_0's poisson: -108.633 valid_0's tweedie: 11.1382
[32] valid_0's poisson: -108.628 valid_0's tweedie: 11.1399
[33] valid_0's poisson: -108.693 valid_0's tweedie: 11.1384
[34] valid_0's poisson: -108.7 valid_0's tweedie: 11.1379
[35] valid_0's poisson: -108.709 valid_0's tweedie: 11.1438
[36] valid_0's poisson: -108.721 valid_0's tweedie: 11.1401
[37] valid_0's poisson: -108.754 valid_0's tweedie: 11.1361
[38] valid_0's poisson: -108.758 valid_0's tweedie: 11.1362
[39] valid_0's poisson: -108.751 valid_0's tweedie: 11.1338
[40] valid_0's poisson: -108.761 valid_0's tweedie: 11.1348
[41] valid_0's poisson: -108.821 valid_0's tweedie: 11.1317
[42] valid_0's poisson: -108.861 valid_0's tweedie: 11.1324
[43] valid_0's poisson: -108.902 valid_0's tweedie: 11.1306
[44] valid_0's poisson: -108.9 valid_0's tweedie: 11.1339
[45] valid_0's poisson: -108.909 valid_0's tweedie: 11.1324
[46] valid_0's poisson: -108.908 valid_0's tweedie: 11.1334
[47] valid_0's poisson: -108.943 valid_0's tweedie: 11.1288
[48] valid_0's poisson: -108.94 valid_0's tweedie: 11.1298
[49] valid_0's poisson: -108.937 valid_0's tweedie: 11.1297
[50] valid_0's poisson: -108.949 valid_0's tweedie: 11.1279
[51] valid_0's poisson: -108.935 valid_0's tweedie: 11.1274
[52] valid_0's poisson: -108.939 valid_0's tweedie: 11.1299
[53] valid_0's poisson: -108.952 valid_0's tweedie: 11.1302
[54] valid_0's poisson: -108.951 valid_0's tweedie: 11.1304
[55] valid_0's poisson: -108.952 valid_0's tweedie: 11.1319
[56] valid_0's poisson: -108.954 valid_0's tweedie: 11.1293
[57] valid_0's poisson: -108.974 valid_0's tweedie: 11.1287
[58] valid_0's poisson: -108.978 valid_0's tweedie: 11.1279
[59] valid_0's poisson: -108.977 valid_0's tweedie: 11.1321
[60] valid_0's poisson: -108.978 valid_0's tweedie: 11.1323
[61] valid_0's poisson: -108.986 valid_0's tweedie: 11.1337
[62] valid_0's poisson: -108.989 valid_0's tweedie: 11.1333
[63] valid_0's poisson: -108.995 valid_0's tweedie: 11.1327
[64] valid_0's poisson: -108.986 valid_0's tweedie: 11.1334
[65] valid_0's poisson: -108.983 valid_0's tweedie: 11.133
[66] valid_0's poisson: -108.985 valid_0's tweedie: 11.135
[67] valid_0's poisson: -109.004 valid_0's tweedie: 11.1345
[68] valid_0's poisson: -109.016 valid_0's tweedie: 11.1341
[69] valid_0's poisson: -109.005 valid_0's tweedie: 11.1336
[70] valid_0's poisson: -109.03 valid_0's tweedie: 11.133
[71] valid_0's poisson: -109.035 valid_0's tweedie: 11.1332
[72] valid_0's poisson: -109.028 valid_0's tweedie: 11.1325
[73] valid_0's poisson: -109.028 valid_0's tweedie: 11.1348
[74] valid_0's poisson: -109.039 valid_0's tweedie: 11.1365
[75] valid_0's poisson: -109.041 valid_0's tweedie: 11.1361
[76] valid_0's poisson: -109.034 valid_0's tweedie: 11.1358
[77] valid_0's poisson: -109.035 valid_0's tweedie: 11.1337
[78] valid_0's poisson: -109.031 valid_0's tweedie: 11.1359
[79] valid_0's poisson: -109.032 valid_0's tweedie: 11.1453
[80] valid_0's poisson: -109.034 valid_0's tweedie: 11.149
[81] valid_0's poisson: -109.044 valid_0's tweedie: 11.149
[82] valid_0's poisson: -109.046 valid_0's tweedie: 11.1487
[83] valid_0's poisson: -109.045 valid_0's tweedie: 11.1456
[84] valid_0's poisson: -109.034 valid_0's tweedie: 11.1579
[85] valid_0's poisson: -109.035 valid_0's tweedie: 11.1562
[86] valid_0's poisson: -109.034 valid_0's tweedie: 11.1548
[87] valid_0's poisson: -109.032 valid_0's tweedie: 11.1567
[88] valid_0's poisson: -109.027 valid_0's tweedie: 11.1607
[89] valid_0's poisson: -109.028 valid_0's tweedie: 11.16
[90] valid_0's poisson: -109.03 valid_0's tweedie: 11.1596
[91] valid_0's poisson: -109.032 valid_0's tweedie: 11.1559
[92] valid_0's poisson: -109.033 valid_0's tweedie: 11.1563
[93] valid_0's poisson: -109.032 valid_0's tweedie: 11.1596
[94] valid_0's poisson: -109.038 valid_0's tweedie: 11.1582
[95] valid_0's poisson: -109.029 valid_0's tweedie: 11.1616
[96] valid_0's poisson: -109.033 valid_0's tweedie: 11.1557
[97] valid_0's poisson: -109.033 valid_0's tweedie: 11.1554
[98] valid_0's poisson: -109.05 valid_0's tweedie: 11.1566
[99] valid_0's poisson: -109.058 valid_0's tweedie: 11.16
[100] valid_0's poisson: -109.053 valid_0's tweedie: 11.1615
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=1.0, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7967 valid_0's tweedie: 267.715
[2] valid_0's poisson: -88.395 valid_0's tweedie: 267.298
[3] valid_0's poisson: -88.9697 valid_0's tweedie: 266.898
[4] valid_0's poisson: -89.5227 valid_0's tweedie: 266.514
[5] valid_0's poisson: -90.056 valid_0's tweedie: 266.144
[6] valid_0's poisson: -90.5725 valid_0's tweedie: 265.786
[7] valid_0's poisson: -91.0688 valid_0's tweedie: 265.442
[8] valid_0's poisson: -91.5476 valid_0's tweedie: 265.111
[9] valid_0's poisson: -92.0106 valid_0's tweedie: 264.791
[10] valid_0's poisson: -92.4547 valid_0's tweedie: 264.484
[11] valid_0's poisson: -92.8871 valid_0's tweedie: 264.185
[12] valid_0's poisson: -93.3052 valid_0's tweedie: 263.897
[13] valid_0's poisson: -93.7082 valid_0's tweedie: 263.619
[14] valid_0's poisson: -94.0975 valid_0's tweedie: 263.35
[15] valid_0's poisson: -94.4804 valid_0's tweedie: 263.086
[16] valid_0's poisson: -94.8502 valid_0's tweedie: 262.831
[17] valid_0's poisson: -95.2083 valid_0's tweedie: 262.585
[18] valid_0's poisson: -95.5537 valid_0's tweedie: 262.346
[19] valid_0's poisson: -95.8863 valid_0's tweedie: 262.117
[20] valid_0's poisson: -96.2112 valid_0's tweedie: 261.893
[21] valid_0's poisson: -96.5253 valid_0's tweedie: 261.677
[22] valid_0's poisson: -96.8294 valid_0's tweedie: 261.467
[23] valid_0's poisson: -97.1254 valid_0's tweedie: 261.263
[24] valid_0's poisson: -97.4127 valid_0's tweedie: 261.065
[25] valid_0's poisson: -97.69 valid_0's tweedie: 260.873
[26] valid_0's poisson: -97.9635 valid_0's tweedie: 260.685
[27] valid_0's poisson: -98.2254 valid_0's tweedie: 260.504
[28] valid_0's poisson: -98.4799 valid_0's tweedie: 260.328
[29] valid_0's poisson: -98.7265 valid_0's tweedie: 260.158
[30] valid_0's poisson: -98.9667 valid_0's tweedie: 259.992
[31] valid_0's poisson: -99.2007 valid_0's tweedie: 259.83
[32] valid_0's poisson: -99.4277 valid_0's tweedie: 259.673
[33] valid_0's poisson: -99.6508 valid_0's tweedie: 259.519
[34] valid_0's poisson: -99.8664 valid_0's tweedie: 259.369
[35] valid_0's poisson: -100.082 valid_0's tweedie: 259.22
[36] valid_0's poisson: -100.284 valid_0's tweedie: 259.079
[37] valid_0's poisson: -100.48 valid_0's tweedie: 258.943
[38] valid_0's poisson: -100.676 valid_0's tweedie: 258.807
[39] valid_0's poisson: -100.862 valid_0's tweedie: 258.677
[40] valid_0's poisson: -101.042 valid_0's tweedie: 258.552
[41] valid_0's poisson: -101.224 valid_0's tweedie: 258.425
[42] valid_0's poisson: -101.395 valid_0's tweedie: 258.306
[43] valid_0's poisson: -101.563 valid_0's tweedie: 258.189
[44] valid_0's poisson: -101.724 valid_0's tweedie: 258.076
[45] valid_0's poisson: -101.89 valid_0's tweedie: 257.96
[46] valid_0's poisson: -102.045 valid_0's tweedie: 257.851
[47] valid_0's poisson: -102.196 valid_0's tweedie: 257.745
[48] valid_0's poisson: -102.347 valid_0's tweedie: 257.64
[49] valid_0's poisson: -102.491 valid_0's tweedie: 257.539
[50] valid_0's poisson: -102.636 valid_0's tweedie: 257.437
[51] valid_0's poisson: -102.772 valid_0's tweedie: 257.341
[52] valid_0's poisson: -102.908 valid_0's tweedie: 257.245
[53] valid_0's poisson: -103.038 valid_0's tweedie: 257.154
[54] valid_0's poisson: -103.166 valid_0's tweedie: 257.064
[55] valid_0's poisson: -103.293 valid_0's tweedie: 256.974
[56] valid_0's poisson: -103.413 valid_0's tweedie: 256.889
[57] valid_0's poisson: -103.531 valid_0's tweedie: 256.806
[58] valid_0's poisson: -103.649 valid_0's tweedie: 256.723
[59] valid_0's poisson: -103.759 valid_0's tweedie: 256.644
[60] valid_0's poisson: -103.873 valid_0's tweedie: 256.564
[61] valid_0's poisson: -103.979 valid_0's tweedie: 256.489
[62] valid_0's poisson: -104.084 valid_0's tweedie: 256.414
[63] valid_0's poisson: -104.185 valid_0's tweedie: 256.342
[64] valid_0's poisson: -104.287 valid_0's tweedie: 256.269
[65] valid_0's poisson: -104.384 valid_0's tweedie: 256.2
[66] valid_0's poisson: -104.483 valid_0's tweedie: 256.13
[67] valid_0's poisson: -104.577 valid_0's tweedie: 256.063
[68] valid_0's poisson: -104.668 valid_0's tweedie: 255.998
[69] valid_0's poisson: -104.759 valid_0's tweedie: 255.933
[70] valid_0's poisson: -104.846 valid_0's tweedie: 255.871
[71] valid_0's poisson: -104.93 valid_0's tweedie: 255.81
[72] valid_0's poisson: -105.016 valid_0's tweedie: 255.749
[73] valid_0's poisson: -105.096 valid_0's tweedie: 255.691
[74] valid_0's poisson: -105.177 valid_0's tweedie: 255.633
[75] valid_0's poisson: -105.254 valid_0's tweedie: 255.578
[76] valid_0's poisson: -105.328 valid_0's tweedie: 255.524
[77] valid_0's poisson: -105.405 valid_0's tweedie: 255.469
[78] valid_0's poisson: -105.48 valid_0's tweedie: 255.415
[79] valid_0's poisson: -105.551 valid_0's tweedie: 255.363
[80] valid_0's poisson: -105.62 valid_0's tweedie: 255.313
[81] valid_0's poisson: -105.691 valid_0's tweedie: 255.262
[82] valid_0's poisson: -105.76 valid_0's tweedie: 255.212
[83] valid_0's poisson: -105.824 valid_0's tweedie: 255.166
[84] valid_0's poisson: -105.89 valid_0's tweedie: 255.118
[85] valid_0's poisson: -105.956 valid_0's tweedie: 255.07
[86] valid_0's poisson: -106.016 valid_0's tweedie: 255.026
[87] valid_0's poisson: -106.083 valid_0's tweedie: 254.978
[88] valid_0's poisson: -106.141 valid_0's tweedie: 254.936
[89] valid_0's poisson: -106.199 valid_0's tweedie: 254.893
[90] valid_0's poisson: -106.253 valid_0's tweedie: 254.854
[91] valid_0's poisson: -106.31 valid_0's tweedie: 254.812
[92] valid_0's poisson: -106.368 valid_0's tweedie: 254.77
[93] valid_0's poisson: -106.424 valid_0's tweedie: 254.729
[94] valid_0's poisson: -106.478 valid_0's tweedie: 254.689
[95] valid_0's poisson: -106.528 valid_0's tweedie: 254.653
[96] valid_0's poisson: -106.579 valid_0's tweedie: 254.616
[97] valid_0's poisson: -106.628 valid_0's tweedie: 254.579
[98] valid_0's poisson: -106.678 valid_0's tweedie: 254.543
[99] valid_0's poisson: -106.728 valid_0's tweedie: 254.506
[100] valid_0's poisson: -106.776 valid_0's tweedie: 254.471
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7934 valid_0's tweedie: 267.718
[2] valid_0's poisson: -88.3904 valid_0's tweedie: 267.301
[3] valid_0's poisson: -88.9618 valid_0's tweedie: 266.904
[4] valid_0's poisson: -89.5241 valid_0's tweedie: 266.513
[5] valid_0's poisson: -90.0642 valid_0's tweedie: 266.138
[6] valid_0's poisson: -90.582 valid_0's tweedie: 265.779
[7] valid_0's poisson: -91.0876 valid_0's tweedie: 265.429
[8] valid_0's poisson: -91.5672 valid_0's tweedie: 265.097
[9] valid_0's poisson: -92.0333 valid_0's tweedie: 264.775
[10] valid_0's poisson: -92.4886 valid_0's tweedie: 264.46
[11] valid_0's poisson: -92.9254 valid_0's tweedie: 264.159
[12] valid_0's poisson: -93.3427 valid_0's tweedie: 263.871
[13] valid_0's poisson: -93.7513 valid_0's tweedie: 263.589
[14] valid_0's poisson: -94.1465 valid_0's tweedie: 263.317
[15] valid_0's poisson: -94.529 valid_0's tweedie: 263.053
[16] valid_0's poisson: -94.8993 valid_0's tweedie: 262.798
[17] valid_0's poisson: -95.256 valid_0's tweedie: 262.552
[18] valid_0's poisson: -95.6015 valid_0's tweedie: 262.314
[19] valid_0's poisson: -95.9377 valid_0's tweedie: 262.083
[20] valid_0's poisson: -96.2628 valid_0's tweedie: 261.859
[21] valid_0's poisson: -96.5766 valid_0's tweedie: 261.642
[22] valid_0's poisson: -96.8825 valid_0's tweedie: 261.432
[23] valid_0's poisson: -97.1791 valid_0's tweedie: 261.227
[24] valid_0's poisson: -97.465 valid_0's tweedie: 261.03
[25] valid_0's poisson: -97.7449 valid_0's tweedie: 260.837
[26] valid_0's poisson: -98.0139 valid_0's tweedie: 260.651
[27] valid_0's poisson: -98.2758 valid_0's tweedie: 260.47
[28] valid_0's poisson: -98.5306 valid_0's tweedie: 260.294
[29] valid_0's poisson: -98.7791 valid_0's tweedie: 260.123
[30] valid_0's poisson: -99.0232 valid_0's tweedie: 259.954
[31] valid_0's poisson: -99.2558 valid_0's tweedie: 259.793
[32] valid_0's poisson: -99.4812 valid_0's tweedie: 259.637
[33] valid_0's poisson: -99.7013 valid_0's tweedie: 259.484
[34] valid_0's poisson: -99.9142 valid_0's tweedie: 259.337
[35] valid_0's poisson: -100.123 valid_0's tweedie: 259.191
[36] valid_0's poisson: -100.325 valid_0's tweedie: 259.051
[37] valid_0's poisson: -100.523 valid_0's tweedie: 258.914
[38] valid_0's poisson: -100.715 valid_0's tweedie: 258.78
[39] valid_0's poisson: -100.904 valid_0's tweedie: 258.649
[40] valid_0's poisson: -101.085 valid_0's tweedie: 258.522
[41] valid_0's poisson: -101.262 valid_0's tweedie: 258.399
[42] valid_0's poisson: -101.433 valid_0's tweedie: 258.28
[43] valid_0's poisson: -101.603 valid_0's tweedie: 258.162
[44] valid_0's poisson: -101.765 valid_0's tweedie: 258.049
[45] valid_0's poisson: -101.922 valid_0's tweedie: 257.938
[46] valid_0's poisson: -102.077 valid_0's tweedie: 257.83
[47] valid_0's poisson: -102.231 valid_0's tweedie: 257.722
[48] valid_0's poisson: -102.376 valid_0's tweedie: 257.62
[49] valid_0's poisson: -102.52 valid_0's tweedie: 257.519
[50] valid_0's poisson: -102.661 valid_0's tweedie: 257.42
[51] valid_0's poisson: -102.8 valid_0's tweedie: 257.323
[52] valid_0's poisson: -102.932 valid_0's tweedie: 257.23
[53] valid_0's poisson: -103.064 valid_0's tweedie: 257.136
[54] valid_0's poisson: -103.191 valid_0's tweedie: 257.047
[55] valid_0's poisson: -103.312 valid_0's tweedie: 256.961
[56] valid_0's poisson: -103.435 valid_0's tweedie: 256.874
[57] valid_0's poisson: -103.554 valid_0's tweedie: 256.791
[58] valid_0's poisson: -103.667 valid_0's tweedie: 256.71
[59] valid_0's poisson: -103.777 valid_0's tweedie: 256.632
[60] valid_0's poisson: -103.887 valid_0's tweedie: 256.554
[61] valid_0's poisson: -103.993 valid_0's tweedie: 256.479
[62] valid_0's poisson: -104.102 valid_0's tweedie: 256.401
[63] valid_0's poisson: -104.203 valid_0's tweedie: 256.329
[64] valid_0's poisson: -104.303 valid_0's tweedie: 256.258
[65] valid_0's poisson: -104.404 valid_0's tweedie: 256.187
[66] valid_0's poisson: -104.497 valid_0's tweedie: 256.12
[67] valid_0's poisson: -104.588 valid_0's tweedie: 256.055
[68] valid_0's poisson: -104.679 valid_0's tweedie: 255.99
[69] valid_0's poisson: -104.771 valid_0's tweedie: 255.924
[70] valid_0's poisson: -104.857 valid_0's tweedie: 255.862
[71] valid_0's poisson: -104.94 valid_0's tweedie: 255.803
[72] valid_0's poisson: -105.023 valid_0's tweedie: 255.743
[73] valid_0's poisson: -105.106 valid_0's tweedie: 255.684
[74] valid_0's poisson: -105.183 valid_0's tweedie: 255.629
[75] valid_0's poisson: -105.26 valid_0's tweedie: 255.573
[76] valid_0's poisson: -105.333 valid_0's tweedie: 255.521
[77] valid_0's poisson: -105.405 valid_0's tweedie: 255.468
[78] valid_0's poisson: -105.479 valid_0's tweedie: 255.415
[79] valid_0's poisson: -105.55 valid_0's tweedie: 255.364
[80] valid_0's poisson: -105.621 valid_0's tweedie: 255.313
[81] valid_0's poisson: -105.686 valid_0's tweedie: 255.265
[82] valid_0's poisson: -105.757 valid_0's tweedie: 255.214
[83] valid_0's poisson: -105.822 valid_0's tweedie: 255.167
[84] valid_0's poisson: -105.886 valid_0's tweedie: 255.12
[85] valid_0's poisson: -105.947 valid_0's tweedie: 255.076
[86] valid_0's poisson: -106.011 valid_0's tweedie: 255.03
[87] valid_0's poisson: -106.07 valid_0's tweedie: 254.986
[88] valid_0's poisson: -106.129 valid_0's tweedie: 254.943
[89] valid_0's poisson: -106.188 valid_0's tweedie: 254.9
[90] valid_0's poisson: -106.244 valid_0's tweedie: 254.86
[91] valid_0's poisson: -106.301 valid_0's tweedie: 254.818
[92] valid_0's poisson: -106.357 valid_0's tweedie: 254.777
[93] valid_0's poisson: -106.411 valid_0's tweedie: 254.737
[94] valid_0's poisson: -106.462 valid_0's tweedie: 254.7
[95] valid_0's poisson: -106.514 valid_0's tweedie: 254.662
[96] valid_0's poisson: -106.565 valid_0's tweedie: 254.624
[97] valid_0's poisson: -106.614 valid_0's tweedie: 254.588
[98] valid_0's poisson: -106.667 valid_0's tweedie: 254.55
[99] valid_0's poisson: -106.717 valid_0's tweedie: 254.513
[100] valid_0's poisson: -106.762 valid_0's tweedie: 254.48
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.7957 valid_0's tweedie: 267.716
[2] valid_0's poisson: -88.4009 valid_0's tweedie: 267.294
[3] valid_0's poisson: -88.9792 valid_0's tweedie: 266.892
[4] valid_0's poisson: -89.5403 valid_0's tweedie: 266.502
[5] valid_0's poisson: -90.0757 valid_0's tweedie: 266.131
[6] valid_0's poisson: -90.5951 valid_0's tweedie: 265.771
[7] valid_0's poisson: -91.0985 valid_0's tweedie: 265.422
[8] valid_0's poisson: -91.5803 valid_0's tweedie: 265.089
[9] valid_0's poisson: -92.0448 valid_0's tweedie: 264.768
[10] valid_0's poisson: -92.4971 valid_0's tweedie: 264.456
[11] valid_0's poisson: -92.9333 valid_0's tweedie: 264.155
[12] valid_0's poisson: -93.3516 valid_0's tweedie: 263.866
[13] valid_0's poisson: -93.7601 valid_0's tweedie: 263.585
[14] valid_0's poisson: -94.1516 valid_0's tweedie: 263.315
[15] valid_0's poisson: -94.5328 valid_0's tweedie: 263.052
[16] valid_0's poisson: -94.9056 valid_0's tweedie: 262.795
[17] valid_0's poisson: -95.2641 valid_0's tweedie: 262.548
[18] valid_0's poisson: -95.6077 valid_0's tweedie: 262.312
[19] valid_0's poisson: -95.9396 valid_0's tweedie: 262.083
[20] valid_0's poisson: -96.2646 valid_0's tweedie: 261.859
[21] valid_0's poisson: -96.5821 valid_0's tweedie: 261.64
[22] valid_0's poisson: -96.887 valid_0's tweedie: 261.43
[23] valid_0's poisson: -97.1817 valid_0's tweedie: 261.227
[24] valid_0's poisson: -97.4699 valid_0's tweedie: 261.029
[25] valid_0's poisson: -97.7501 valid_0's tweedie: 260.836
[26] valid_0's poisson: -98.0213 valid_0's tweedie: 260.648
[27] valid_0's poisson: -98.285 valid_0's tweedie: 260.466
[28] valid_0's poisson: -98.5424 valid_0's tweedie: 260.289
[29] valid_0's poisson: -98.7932 valid_0's tweedie: 260.116
[30] valid_0's poisson: -99.0323 valid_0's tweedie: 259.95
[31] valid_0's poisson: -99.263 valid_0's tweedie: 259.79
[32] valid_0's poisson: -99.4923 valid_0's tweedie: 259.632
[33] valid_0's poisson: -99.7128 valid_0's tweedie: 259.479
[34] valid_0's poisson: -99.9277 valid_0's tweedie: 259.33
[35] valid_0's poisson: -100.135 valid_0's tweedie: 259.186
[36] valid_0's poisson: -100.34 valid_0's tweedie: 259.044
[37] valid_0's poisson: -100.537 valid_0's tweedie: 258.907
[38] valid_0's poisson: -100.73 valid_0's tweedie: 258.773
[39] valid_0's poisson: -100.916 valid_0's tweedie: 258.643
[40] valid_0's poisson: -101.098 valid_0's tweedie: 258.517
[41] valid_0's poisson: -101.28 valid_0's tweedie: 258.39
[42] valid_0's poisson: -101.452 valid_0's tweedie: 258.27
[43] valid_0's poisson: -101.619 valid_0's tweedie: 258.153
[44] valid_0's poisson: -101.782 valid_0's tweedie: 258.039
[45] valid_0's poisson: -101.941 valid_0's tweedie: 257.928
[46] valid_0's poisson: -102.098 valid_0's tweedie: 257.818
[47] valid_0's poisson: -102.248 valid_0's tweedie: 257.713
[48] valid_0's poisson: -102.401 valid_0's tweedie: 257.607
[49] valid_0's poisson: -102.544 valid_0's tweedie: 257.506
[50] valid_0's poisson: -102.684 valid_0's tweedie: 257.408
[51] valid_0's poisson: -102.824 valid_0's tweedie: 257.309
[52] valid_0's poisson: -102.958 valid_0's tweedie: 257.215
[53] valid_0's poisson: -103.088 valid_0's tweedie: 257.123
[54] valid_0's poisson: -103.215 valid_0's tweedie: 257.034
[55] valid_0's poisson: -103.342 valid_0's tweedie: 256.944
[56] valid_0's poisson: -103.462 valid_0's tweedie: 256.859
[57] valid_0's poisson: -103.583 valid_0's tweedie: 256.774
[58] valid_0's poisson: -103.697 valid_0's tweedie: 256.693
[59] valid_0's poisson: -103.81 valid_0's tweedie: 256.614
[60] valid_0's poisson: -103.919 valid_0's tweedie: 256.536
[61] valid_0's poisson: -104.029 valid_0's tweedie: 256.458
[62] valid_0's poisson: -104.132 valid_0's tweedie: 256.385
[63] valid_0's poisson: -104.234 valid_0's tweedie: 256.312
[64] valid_0's poisson: -104.337 valid_0's tweedie: 256.239
[65] valid_0's poisson: -104.433 valid_0's tweedie: 256.17
[66] valid_0's poisson: -104.528 valid_0's tweedie: 256.102
[67] valid_0's poisson: -104.624 valid_0's tweedie: 256.034
[68] valid_0's poisson: -104.714 valid_0's tweedie: 255.97
[69] valid_0's poisson: -104.803 valid_0's tweedie: 255.906
[70] valid_0's poisson: -104.889 valid_0's tweedie: 255.845
[71] valid_0's poisson: -104.975 valid_0's tweedie: 255.783
[72] valid_0's poisson: -105.056 valid_0's tweedie: 255.724
[73] valid_0's poisson: -105.139 valid_0's tweedie: 255.665
[74] valid_0's poisson: -105.217 valid_0's tweedie: 255.609
[75] valid_0's poisson: -105.293 valid_0's tweedie: 255.554
[76] valid_0's poisson: -105.371 valid_0's tweedie: 255.498
[77] valid_0's poisson: -105.444 valid_0's tweedie: 255.445
[78] valid_0's poisson: -105.52 valid_0's tweedie: 255.39
[79] valid_0's poisson: -105.592 valid_0's tweedie: 255.339
[80] valid_0's poisson: -105.66 valid_0's tweedie: 255.289
[81] valid_0's poisson: -105.729 valid_0's tweedie: 255.239
[82] valid_0's poisson: -105.798 valid_0's tweedie: 255.189
[83] valid_0's poisson: -105.866 valid_0's tweedie: 255.14
[84] valid_0's poisson: -105.932 valid_0's tweedie: 255.092
[85] valid_0's poisson: -105.998 valid_0's tweedie: 255.045
[86] valid_0's poisson: -106.06 valid_0's tweedie: 254.999
[87] valid_0's poisson: -106.119 valid_0's tweedie: 254.956
[88] valid_0's poisson: -106.179 valid_0's tweedie: 254.912
[89] valid_0's poisson: -106.239 valid_0's tweedie: 254.868
[90] valid_0's poisson: -106.3 valid_0's tweedie: 254.824
[91] valid_0's poisson: -106.36 valid_0's tweedie: 254.781
[92] valid_0's poisson: -106.418 valid_0's tweedie: 254.739
[93] valid_0's poisson: -106.471 valid_0's tweedie: 254.7
[94] valid_0's poisson: -106.524 valid_0's tweedie: 254.66
[95] valid_0's poisson: -106.577 valid_0's tweedie: 254.621
[96] valid_0's poisson: -106.627 valid_0's tweedie: 254.585
[97] valid_0's poisson: -106.677 valid_0's tweedie: 254.549
[98] valid_0's poisson: -106.724 valid_0's tweedie: 254.514
[99] valid_0's poisson: -106.77 valid_0's tweedie: 254.48
[100] valid_0's poisson: -106.819 valid_0's tweedie: 254.444
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.8057 valid_0's tweedie: 267.709
[2] valid_0's poisson: -88.4106 valid_0's tweedie: 267.287
[3] valid_0's poisson: -88.9881 valid_0's tweedie: 266.885
[4] valid_0's poisson: -89.5458 valid_0's tweedie: 266.498
[5] valid_0's poisson: -90.0868 valid_0's tweedie: 266.122
[6] valid_0's poisson: -90.608 valid_0's tweedie: 265.761
[7] valid_0's poisson: -91.1082 valid_0's tweedie: 265.415
[8] valid_0's poisson: -91.5917 valid_0's tweedie: 265.08
[9] valid_0's poisson: -92.0599 valid_0's tweedie: 264.757
[10] valid_0's poisson: -92.5105 valid_0's tweedie: 264.445
[11] valid_0's poisson: -92.9466 valid_0's tweedie: 264.144
[12] valid_0's poisson: -93.3681 valid_0's tweedie: 263.854
[13] valid_0's poisson: -93.7735 valid_0's tweedie: 263.574
[14] valid_0's poisson: -94.1685 valid_0's tweedie: 263.302
[15] valid_0's poisson: -94.548 valid_0's tweedie: 263.04
[16] valid_0's poisson: -94.917 valid_0's tweedie: 262.786
[17] valid_0's poisson: -95.2722 valid_0's tweedie: 262.541
[18] valid_0's poisson: -95.6198 valid_0's tweedie: 262.302
[19] valid_0's poisson: -95.9547 valid_0's tweedie: 262.071
[20] valid_0's poisson: -96.2768 valid_0's tweedie: 261.849
[21] valid_0's poisson: -96.5935 valid_0's tweedie: 261.631
[22] valid_0's poisson: -96.9006 valid_0's tweedie: 261.419
[23] valid_0's poisson: -97.1998 valid_0's tweedie: 261.213
[24] valid_0's poisson: -97.4896 valid_0's tweedie: 261.013
[25] valid_0's poisson: -97.7709 valid_0's tweedie: 260.82
[26] valid_0's poisson: -98.0432 valid_0's tweedie: 260.632
[27] valid_0's poisson: -98.3065 valid_0's tweedie: 260.45
[28] valid_0's poisson: -98.564 valid_0's tweedie: 260.272
[29] valid_0's poisson: -98.8142 valid_0's tweedie: 260.1
[30] valid_0's poisson: -99.0567 valid_0's tweedie: 259.932
[31] valid_0's poisson: -99.2909 valid_0's tweedie: 259.77
[32] valid_0's poisson: -99.5203 valid_0's tweedie: 259.611
[33] valid_0's poisson: -99.7417 valid_0's tweedie: 259.458
[34] valid_0's poisson: -99.9579 valid_0's tweedie: 259.308
[35] valid_0's poisson: -100.167 valid_0's tweedie: 259.163
[36] valid_0's poisson: -100.369 valid_0's tweedie: 259.023
[37] valid_0's poisson: -100.566 valid_0's tweedie: 258.886
[38] valid_0's poisson: -100.757 valid_0's tweedie: 258.753
[39] valid_0's poisson: -100.943 valid_0's tweedie: 258.624
[40] valid_0's poisson: -101.125 valid_0's tweedie: 258.497
[41] valid_0's poisson: -101.3 valid_0's tweedie: 258.375
[42] valid_0's poisson: -101.476 valid_0's tweedie: 258.252
[43] valid_0's poisson: -101.644 valid_0's tweedie: 258.135
[44] valid_0's poisson: -101.807 valid_0's tweedie: 258.021
[45] valid_0's poisson: -101.971 valid_0's tweedie: 257.907
[46] valid_0's poisson: -102.125 valid_0's tweedie: 257.799
[47] valid_0's poisson: -102.275 valid_0's tweedie: 257.694
[48] valid_0's poisson: -102.425 valid_0's tweedie: 257.589
[49] valid_0's poisson: -102.568 valid_0's tweedie: 257.489
[50] valid_0's poisson: -102.706 valid_0's tweedie: 257.392
[51] valid_0's poisson: -102.844 valid_0's tweedie: 257.294
[52] valid_0's poisson: -102.976 valid_0's tweedie: 257.201
[53] valid_0's poisson: -103.108 valid_0's tweedie: 257.109
[54] valid_0's poisson: -103.234 valid_0's tweedie: 257.02
[55] valid_0's poisson: -103.361 valid_0's tweedie: 256.93
[56] valid_0's poisson: -103.482 valid_0's tweedie: 256.845
[57] valid_0's poisson: -103.601 valid_0's tweedie: 256.761
[58] valid_0's poisson: -103.715 valid_0's tweedie: 256.68
[59] valid_0's poisson: -103.825 valid_0's tweedie: 256.602
[60] valid_0's poisson: -103.934 valid_0's tweedie: 256.525
[61] valid_0's poisson: -104.044 valid_0's tweedie: 256.447
[62] valid_0's poisson: -104.148 valid_0's tweedie: 256.373
[63] valid_0's poisson: -104.25 valid_0's tweedie: 256.3
[64] valid_0's poisson: -104.347 valid_0's tweedie: 256.231
[65] valid_0's poisson: -104.443 valid_0's tweedie: 256.162
[66] valid_0's poisson: -104.539 valid_0's tweedie: 256.094
[67] valid_0's poisson: -104.63 valid_0's tweedie: 256.029
[68] valid_0's poisson: -104.724 valid_0's tweedie: 255.962
[69] valid_0's poisson: -104.81 valid_0's tweedie: 255.9
[70] valid_0's poisson: -104.898 valid_0's tweedie: 255.838
[71] valid_0's poisson: -104.98 valid_0's tweedie: 255.778
[72] valid_0's poisson: -105.065 valid_0's tweedie: 255.718
[73] valid_0's poisson: -105.143 valid_0's tweedie: 255.661
[74] valid_0's poisson: -105.222 valid_0's tweedie: 255.604
[75] valid_0's poisson: -105.298 valid_0's tweedie: 255.549
[76] valid_0's poisson: -105.377 valid_0's tweedie: 255.493
[77] valid_0's poisson: -105.449 valid_0's tweedie: 255.441
[78] valid_0's poisson: -105.523 valid_0's tweedie: 255.387
[79] valid_0's poisson: -105.591 valid_0's tweedie: 255.338
[80] valid_0's poisson: -105.666 valid_0's tweedie: 255.284
[81] valid_0's poisson: -105.733 valid_0's tweedie: 255.236
[82] valid_0's poisson: -105.802 valid_0's tweedie: 255.186
[83] valid_0's poisson: -105.869 valid_0's tweedie: 255.138
[84] valid_0's poisson: -105.935 valid_0's tweedie: 255.09
[85] valid_0's poisson: -105.997 valid_0's tweedie: 255.045
[86] valid_0's poisson: -106.059 valid_0's tweedie: 254.999
[87] valid_0's poisson: -106.122 valid_0's tweedie: 254.954
[88] valid_0's poisson: -106.184 valid_0's tweedie: 254.909
[89] valid_0's poisson: -106.241 valid_0's tweedie: 254.867
[90] valid_0's poisson: -106.297 valid_0's tweedie: 254.826
[91] valid_0's poisson: -106.354 valid_0's tweedie: 254.784
[92] valid_0's poisson: -106.411 valid_0's tweedie: 254.743
[93] valid_0's poisson: -106.464 valid_0's tweedie: 254.704
[94] valid_0's poisson: -106.513 valid_0's tweedie: 254.668
[95] valid_0's poisson: -106.565 valid_0's tweedie: 254.63
[96] valid_0's poisson: -106.618 valid_0's tweedie: 254.591
[97] valid_0's poisson: -106.664 valid_0's tweedie: 254.557
[98] valid_0's poisson: -106.713 valid_0's tweedie: 254.521
[99] valid_0's poisson: -106.763 valid_0's tweedie: 254.485
[100] valid_0's poisson: -106.81 valid_0's tweedie: 254.45
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.789 valid_0's tweedie: 267.721
[2] valid_0's poisson: -88.3863 valid_0's tweedie: 267.305
[3] valid_0's poisson: -88.9635 valid_0's tweedie: 266.903
[4] valid_0's poisson: -89.5207 valid_0's tweedie: 266.516
[5] valid_0's poisson: -90.0579 valid_0's tweedie: 266.144
[6] valid_0's poisson: -90.5746 valid_0's tweedie: 265.786
[7] valid_0's poisson: -91.0719 valid_0's tweedie: 265.442
[8] valid_0's poisson: -91.5519 valid_0's tweedie: 265.11
[9] valid_0's poisson: -92.0178 valid_0's tweedie: 264.788
[10] valid_0's poisson: -92.4613 valid_0's tweedie: 264.481
[11] valid_0's poisson: -92.8947 valid_0's tweedie: 264.182
[12] valid_0's poisson: -93.3158 valid_0's tweedie: 263.892
[13] valid_0's poisson: -93.7222 valid_0's tweedie: 263.612
[14] valid_0's poisson: -94.1125 valid_0's tweedie: 263.343
[15] valid_0's poisson: -94.4955 valid_0's tweedie: 263.079
[16] valid_0's poisson: -94.8634 valid_0's tweedie: 262.825
[17] valid_0's poisson: -95.2189 valid_0's tweedie: 262.58
[18] valid_0's poisson: -95.5657 valid_0's tweedie: 262.341
[19] valid_0's poisson: -95.8973 valid_0's tweedie: 262.113
[20] valid_0's poisson: -96.2217 valid_0's tweedie: 261.89
[21] valid_0's poisson: -96.5366 valid_0's tweedie: 261.673
[22] valid_0's poisson: -96.8439 valid_0's tweedie: 261.461
[23] valid_0's poisson: -97.1389 valid_0's tweedie: 261.257
[24] valid_0's poisson: -97.4273 valid_0's tweedie: 261.059
[25] valid_0's poisson: -97.7044 valid_0's tweedie: 260.868
[26] valid_0's poisson: -97.9764 valid_0's tweedie: 260.68
[27] valid_0's poisson: -98.2391 valid_0's tweedie: 260.499
[28] valid_0's poisson: -98.4986 valid_0's tweedie: 260.319
[29] valid_0's poisson: -98.7492 valid_0's tweedie: 260.146
[30] valid_0's poisson: -98.9941 valid_0's tweedie: 259.977
[31] valid_0's poisson: -99.2296 valid_0's tweedie: 259.814
[32] valid_0's poisson: -99.4558 valid_0's tweedie: 259.658
[33] valid_0's poisson: -99.6796 valid_0's tweedie: 259.503
[34] valid_0's poisson: -99.8957 valid_0's tweedie: 259.353
[35] valid_0's poisson: -100.108 valid_0's tweedie: 259.207
[36] valid_0's poisson: -100.309 valid_0's tweedie: 259.067
[37] valid_0's poisson: -100.51 valid_0's tweedie: 258.927
[38] valid_0's poisson: -100.701 valid_0's tweedie: 258.794
[39] valid_0's poisson: -100.889 valid_0's tweedie: 258.663
[40] valid_0's poisson: -101.07 valid_0's tweedie: 258.537
[41] valid_0's poisson: -101.25 valid_0's tweedie: 258.412
[42] valid_0's poisson: -101.422 valid_0's tweedie: 258.292
[43] valid_0's poisson: -101.589 valid_0's tweedie: 258.176
[44] valid_0's poisson: -101.753 valid_0's tweedie: 258.06
[45] valid_0's poisson: -101.918 valid_0's tweedie: 257.946
[46] valid_0's poisson: -102.073 valid_0's tweedie: 257.837
[47] valid_0's poisson: -102.225 valid_0's tweedie: 257.731
[48] valid_0's poisson: -102.373 valid_0's tweedie: 257.627
[49] valid_0's poisson: -102.516 valid_0's tweedie: 257.526
[50] valid_0's poisson: -102.658 valid_0's tweedie: 257.426
[51] valid_0's poisson: -102.793 valid_0's tweedie: 257.331
[52] valid_0's poisson: -102.927 valid_0's tweedie: 257.237
[53] valid_0's poisson: -103.058 valid_0's tweedie: 257.145
[54] valid_0's poisson: -103.188 valid_0's tweedie: 257.054
[55] valid_0's poisson: -103.311 valid_0's tweedie: 256.966
[56] valid_0's poisson: -103.433 valid_0's tweedie: 256.881
[57] valid_0's poisson: -103.551 valid_0's tweedie: 256.796
[58] valid_0's poisson: -103.671 valid_0's tweedie: 256.712
[59] valid_0's poisson: -103.783 valid_0's tweedie: 256.633
[60] valid_0's poisson: -103.891 valid_0's tweedie: 256.556
[61] valid_0's poisson: -103.999 valid_0's tweedie: 256.48
[62] valid_0's poisson: -104.102 valid_0's tweedie: 256.406
[63] valid_0's poisson: -104.21 valid_0's tweedie: 256.33
[64] valid_0's poisson: -104.309 valid_0's tweedie: 256.259
[65] valid_0's poisson: -104.406 valid_0's tweedie: 256.189
[66] valid_0's poisson: -104.502 valid_0's tweedie: 256.121
[67] valid_0's poisson: -104.598 valid_0's tweedie: 256.053
[68] valid_0's poisson: -104.687 valid_0's tweedie: 255.989
[69] valid_0's poisson: -104.779 valid_0's tweedie: 255.923
[70] valid_0's poisson: -104.866 valid_0's tweedie: 255.861
[71] valid_0's poisson: -104.952 valid_0's tweedie: 255.799
[72] valid_0's poisson: -105.034 valid_0's tweedie: 255.741
[73] valid_0's poisson: -105.117 valid_0's tweedie: 255.681
[74] valid_0's poisson: -105.194 valid_0's tweedie: 255.626
[75] valid_0's poisson: -105.271 valid_0's tweedie: 255.57
[76] valid_0's poisson: -105.345 valid_0's tweedie: 255.516
[77] valid_0's poisson: -105.419 valid_0's tweedie: 255.463
[78] valid_0's poisson: -105.492 valid_0's tweedie: 255.411
[79] valid_0's poisson: -105.563 valid_0's tweedie: 255.36
[80] valid_0's poisson: -105.636 valid_0's tweedie: 255.307
[81] valid_0's poisson: -105.703 valid_0's tweedie: 255.258
[82] valid_0's poisson: -105.773 valid_0's tweedie: 255.208
[83] valid_0's poisson: -105.837 valid_0's tweedie: 255.161
[84] valid_0's poisson: -105.903 valid_0's tweedie: 255.113
[85] valid_0's poisson: -105.968 valid_0's tweedie: 255.066
[86] valid_0's poisson: -106.029 valid_0's tweedie: 255.022
[87] valid_0's poisson: -106.091 valid_0's tweedie: 254.977
[88] valid_0's poisson: -106.147 valid_0's tweedie: 254.935
[89] valid_0's poisson: -106.209 valid_0's tweedie: 254.89
[90] valid_0's poisson: -106.268 valid_0's tweedie: 254.848
[91] valid_0's poisson: -106.326 valid_0's tweedie: 254.805
[92] valid_0's poisson: -106.384 valid_0's tweedie: 254.763
[93] valid_0's poisson: -106.436 valid_0's tweedie: 254.725
[94] valid_0's poisson: -106.492 valid_0's tweedie: 254.684
[95] valid_0's poisson: -106.547 valid_0's tweedie: 254.644
[96] valid_0's poisson: -106.595 valid_0's tweedie: 254.608
[97] valid_0's poisson: -106.645 valid_0's tweedie: 254.572
[98] valid_0's poisson: -106.693 valid_0's tweedie: 254.537
[99] valid_0's poisson: -106.74 valid_0's tweedie: 254.502
[100] valid_0's poisson: -106.783 valid_0's tweedie: 254.47
[CV] END bagging_fraction=0.6, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.0807 valid_0's tweedie: 12.1357
[2] valid_0's poisson: -98.6799 valid_0's tweedie: 11.8265
[3] valid_0's poisson: -100.834 valid_0's tweedie: 11.6467
[4] valid_0's poisson: -102.27 valid_0's tweedie: 11.507
[5] valid_0's poisson: -103.464 valid_0's tweedie: 11.432
[6] valid_0's poisson: -104.38 valid_0's tweedie: 11.3716
[7] valid_0's poisson: -105.117 valid_0's tweedie: 11.3245
[8] valid_0's poisson: -105.733 valid_0's tweedie: 11.2933
[9] valid_0's poisson: -106.254 valid_0's tweedie: 11.2565
[10] valid_0's poisson: -106.653 valid_0's tweedie: 11.2349
[11] valid_0's poisson: -107.002 valid_0's tweedie: 11.2154
[12] valid_0's poisson: -107.236 valid_0's tweedie: 11.2023
[13] valid_0's poisson: -107.359 valid_0's tweedie: 11.1931
[14] valid_0's poisson: -107.638 valid_0's tweedie: 11.1797
[15] valid_0's poisson: -107.822 valid_0's tweedie: 11.1715
[16] valid_0's poisson: -107.946 valid_0's tweedie: 11.1649
[17] valid_0's poisson: -108.015 valid_0's tweedie: 11.1559
[18] valid_0's poisson: -108.097 valid_0's tweedie: 11.1507
[19] valid_0's poisson: -108.136 valid_0's tweedie: 11.1482
[20] valid_0's poisson: -108.172 valid_0's tweedie: 11.1426
[21] valid_0's poisson: -108.214 valid_0's tweedie: 11.1399
[22] valid_0's poisson: -108.267 valid_0's tweedie: 11.1358
[23] valid_0's poisson: -108.279 valid_0's tweedie: 11.1341
[24] valid_0's poisson: -108.315 valid_0's tweedie: 11.1329
[25] valid_0's poisson: -108.333 valid_0's tweedie: 11.1308
[26] valid_0's poisson: -108.362 valid_0's tweedie: 11.1293
[27] valid_0's poisson: -108.436 valid_0's tweedie: 11.1269
[28] valid_0's poisson: -108.474 valid_0's tweedie: 11.1247
[29] valid_0's poisson: -108.484 valid_0's tweedie: 11.1241
[30] valid_0's poisson: -108.529 valid_0's tweedie: 11.1229
[31] valid_0's poisson: -108.538 valid_0's tweedie: 11.1207
[32] valid_0's poisson: -108.55 valid_0's tweedie: 11.1198
[33] valid_0's poisson: -108.562 valid_0's tweedie: 11.1192
[34] valid_0's poisson: -108.593 valid_0's tweedie: 11.1177
[35] valid_0's poisson: -108.599 valid_0's tweedie: 11.1172
[36] valid_0's poisson: -108.633 valid_0's tweedie: 11.1109
[37] valid_0's poisson: -108.645 valid_0's tweedie: 11.1108
[38] valid_0's poisson: -108.659 valid_0's tweedie: 11.1104
[39] valid_0's poisson: -108.664 valid_0's tweedie: 11.1094
[40] valid_0's poisson: -108.702 valid_0's tweedie: 11.1078
[41] valid_0's poisson: -108.711 valid_0's tweedie: 11.1071
[42] valid_0's poisson: -108.718 valid_0's tweedie: 11.107
[43] valid_0's poisson: -108.723 valid_0's tweedie: 11.1065
[44] valid_0's poisson: -108.736 valid_0's tweedie: 11.1053
[45] valid_0's poisson: -108.748 valid_0's tweedie: 11.1039
[46] valid_0's poisson: -108.75 valid_0's tweedie: 11.104
[47] valid_0's poisson: -108.764 valid_0's tweedie: 11.1036
[48] valid_0's poisson: -108.778 valid_0's tweedie: 11.1029
[49] valid_0's poisson: -108.807 valid_0's tweedie: 11.1018
[50] valid_0's poisson: -108.841 valid_0's tweedie: 11.1007
[51] valid_0's poisson: -108.842 valid_0's tweedie: 11.0991
[52] valid_0's poisson: -108.857 valid_0's tweedie: 11.0984
[53] valid_0's poisson: -108.86 valid_0's tweedie: 11.0981
[54] valid_0's poisson: -108.865 valid_0's tweedie: 11.097
[55] valid_0's poisson: -108.892 valid_0's tweedie: 11.0959
[56] valid_0's poisson: -108.929 valid_0's tweedie: 11.0942
[57] valid_0's poisson: -108.937 valid_0's tweedie: 11.0937
[58] valid_0's poisson: -108.951 valid_0's tweedie: 11.0934
[59] valid_0's poisson: -108.996 valid_0's tweedie: 11.0921
[60] valid_0's poisson: -109.015 valid_0's tweedie: 11.0911
[61] valid_0's poisson: -109.016 valid_0's tweedie: 11.089
[62] valid_0's poisson: -109.023 valid_0's tweedie: 11.089
[63] valid_0's poisson: -109.029 valid_0's tweedie: 11.088
[64] valid_0's poisson: -109.069 valid_0's tweedie: 11.0856
[65] valid_0's poisson: -109.081 valid_0's tweedie: 11.084
[66] valid_0's poisson: -109.083 valid_0's tweedie: 11.0836
[67] valid_0's poisson: -109.084 valid_0's tweedie: 11.0838
[68] valid_0's poisson: -109.085 valid_0's tweedie: 11.0836
[69] valid_0's poisson: -109.091 valid_0's tweedie: 11.0834
[70] valid_0's poisson: -109.101 valid_0's tweedie: 11.0835
[71] valid_0's poisson: -109.147 valid_0's tweedie: 11.0805
[72] valid_0's poisson: -109.156 valid_0's tweedie: 11.08
[73] valid_0's poisson: -109.155 valid_0's tweedie: 11.0802
[74] valid_0's poisson: -109.157 valid_0's tweedie: 11.08
[75] valid_0's poisson: -109.158 valid_0's tweedie: 11.08
[76] valid_0's poisson: -109.167 valid_0's tweedie: 11.0799
[77] valid_0's poisson: -109.186 valid_0's tweedie: 11.0794
[78] valid_0's poisson: -109.197 valid_0's tweedie: 11.079
[79] valid_0's poisson: -109.201 valid_0's tweedie: 11.0789
[80] valid_0's poisson: -109.203 valid_0's tweedie: 11.0785
[81] valid_0's poisson: -109.203 valid_0's tweedie: 11.0785
[82] valid_0's poisson: -109.205 valid_0's tweedie: 11.0778
[83] valid_0's poisson: -109.205 valid_0's tweedie: 11.0778
[84] valid_0's poisson: -109.205 valid_0's tweedie: 11.0779
[85] valid_0's poisson: -109.205 valid_0's tweedie: 11.0781
[86] valid_0's poisson: -109.205 valid_0's tweedie: 11.0781
[87] valid_0's poisson: -109.204 valid_0's tweedie: 11.0784
[88] valid_0's poisson: -109.21 valid_0's tweedie: 11.0781
[89] valid_0's poisson: -109.21 valid_0's tweedie: 11.0779
[90] valid_0's poisson: -109.215 valid_0's tweedie: 11.0778
[91] valid_0's poisson: -109.216 valid_0's tweedie: 11.0777
[92] valid_0's poisson: -109.218 valid_0's tweedie: 11.0775
[93] valid_0's poisson: -109.223 valid_0's tweedie: 11.0772
[94] valid_0's poisson: -109.225 valid_0's tweedie: 11.0772
[95] valid_0's poisson: -109.253 valid_0's tweedie: 11.0754
[96] valid_0's poisson: -109.252 valid_0's tweedie: 11.0753
[97] valid_0's poisson: -109.256 valid_0's tweedie: 11.0752
[98] valid_0's poisson: -109.256 valid_0's tweedie: 11.0752
[99] valid_0's poisson: -109.256 valid_0's tweedie: 11.0755
[100] valid_0's poisson: -109.257 valid_0's tweedie: 11.0752
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.1247 valid_0's tweedie: 12.1333
[2] valid_0's poisson: -98.7247 valid_0's tweedie: 11.8219
[3] valid_0's poisson: -100.943 valid_0's tweedie: 11.6404
[4] valid_0's poisson: -102.393 valid_0's tweedie: 11.4951
[5] valid_0's poisson: -103.588 valid_0's tweedie: 11.4124
[6] valid_0's poisson: -104.448 valid_0's tweedie: 11.3536
[7] valid_0's poisson: -105.139 valid_0's tweedie: 11.3159
[8] valid_0's poisson: -105.859 valid_0's tweedie: 11.2782
[9] valid_0's poisson: -106.351 valid_0's tweedie: 11.2505
[10] valid_0's poisson: -106.725 valid_0's tweedie: 11.2312
[11] valid_0's poisson: -107.053 valid_0's tweedie: 11.2163
[12] valid_0's poisson: -107.269 valid_0's tweedie: 11.2057
[13] valid_0's poisson: -107.454 valid_0's tweedie: 11.1899
[14] valid_0's poisson: -107.73 valid_0's tweedie: 11.1703
[15] valid_0's poisson: -107.851 valid_0's tweedie: 11.1639
[16] valid_0's poisson: -107.984 valid_0's tweedie: 11.1572
[17] valid_0's poisson: -108.038 valid_0's tweedie: 11.1535
[18] valid_0's poisson: -108.075 valid_0's tweedie: 11.1482
[19] valid_0's poisson: -108.175 valid_0's tweedie: 11.141
[20] valid_0's poisson: -108.217 valid_0's tweedie: 11.1389
[21] valid_0's poisson: -108.246 valid_0's tweedie: 11.136
[22] valid_0's poisson: -108.284 valid_0's tweedie: 11.1312
[23] valid_0's poisson: -108.37 valid_0's tweedie: 11.1274
[24] valid_0's poisson: -108.424 valid_0's tweedie: 11.1245
[25] valid_0's poisson: -108.434 valid_0's tweedie: 11.1219
[26] valid_0's poisson: -108.464 valid_0's tweedie: 11.1197
[27] valid_0's poisson: -108.502 valid_0's tweedie: 11.119
[28] valid_0's poisson: -108.509 valid_0's tweedie: 11.1181
[29] valid_0's poisson: -108.529 valid_0's tweedie: 11.1163
[30] valid_0's poisson: -108.543 valid_0's tweedie: 11.1167
[31] valid_0's poisson: -108.587 valid_0's tweedie: 11.1153
[32] valid_0's poisson: -108.591 valid_0's tweedie: 11.1135
[33] valid_0's poisson: -108.62 valid_0's tweedie: 11.1121
[34] valid_0's poisson: -108.626 valid_0's tweedie: 11.1113
[35] valid_0's poisson: -108.644 valid_0's tweedie: 11.1105
[36] valid_0's poisson: -108.652 valid_0's tweedie: 11.1101
[37] valid_0's poisson: -108.703 valid_0's tweedie: 11.108
[38] valid_0's poisson: -108.748 valid_0's tweedie: 11.107
[39] valid_0's poisson: -108.747 valid_0's tweedie: 11.1059
[40] valid_0's poisson: -108.783 valid_0's tweedie: 11.1045
[41] valid_0's poisson: -108.778 valid_0's tweedie: 11.1048
[42] valid_0's poisson: -108.788 valid_0's tweedie: 11.1044
[43] valid_0's poisson: -108.799 valid_0's tweedie: 11.104
[44] valid_0's poisson: -108.807 valid_0's tweedie: 11.1036
[45] valid_0's poisson: -108.813 valid_0's tweedie: 11.1037
[46] valid_0's poisson: -108.816 valid_0's tweedie: 11.1023
[47] valid_0's poisson: -108.831 valid_0's tweedie: 11.1019
[48] valid_0's poisson: -108.853 valid_0's tweedie: 11.1007
[49] valid_0's poisson: -108.864 valid_0's tweedie: 11.0999
[50] valid_0's poisson: -108.875 valid_0's tweedie: 11.1002
[51] valid_0's poisson: -108.893 valid_0's tweedie: 11.0992
[52] valid_0's poisson: -108.905 valid_0's tweedie: 11.0983
[53] valid_0's poisson: -108.921 valid_0's tweedie: 11.0964
[54] valid_0's poisson: -108.923 valid_0's tweedie: 11.0958
[55] valid_0's poisson: -108.945 valid_0's tweedie: 11.095
[56] valid_0's poisson: -108.954 valid_0's tweedie: 11.0943
[57] valid_0's poisson: -108.971 valid_0's tweedie: 11.0936
[58] valid_0's poisson: -109.01 valid_0's tweedie: 11.0931
[59] valid_0's poisson: -109.015 valid_0's tweedie: 11.0927
[60] valid_0's poisson: -109.018 valid_0's tweedie: 11.0925
[61] valid_0's poisson: -109.028 valid_0's tweedie: 11.0921
[62] valid_0's poisson: -109.037 valid_0's tweedie: 11.0921
[63] valid_0's poisson: -109.037 valid_0's tweedie: 11.0916
[64] valid_0's poisson: -109.037 valid_0's tweedie: 11.0919
[65] valid_0's poisson: -109.041 valid_0's tweedie: 11.0918
[66] valid_0's poisson: -109.051 valid_0's tweedie: 11.0913
[67] valid_0's poisson: -109.054 valid_0's tweedie: 11.0913
[68] valid_0's poisson: -109.059 valid_0's tweedie: 11.0908
[69] valid_0's poisson: -109.072 valid_0's tweedie: 11.0904
[70] valid_0's poisson: -109.071 valid_0's tweedie: 11.0908
[71] valid_0's poisson: -109.074 valid_0's tweedie: 11.0904
[72] valid_0's poisson: -109.074 valid_0's tweedie: 11.0902
[73] valid_0's poisson: -109.083 valid_0's tweedie: 11.0887
[74] valid_0's poisson: -109.092 valid_0's tweedie: 11.0884
[75] valid_0's poisson: -109.092 valid_0's tweedie: 11.0883
[76] valid_0's poisson: -109.091 valid_0's tweedie: 11.089
[77] valid_0's poisson: -109.098 valid_0's tweedie: 11.0887
[78] valid_0's poisson: -109.1 valid_0's tweedie: 11.0886
[79] valid_0's poisson: -109.098 valid_0's tweedie: 11.0883
[80] valid_0's poisson: -109.103 valid_0's tweedie: 11.0882
[81] valid_0's poisson: -109.106 valid_0's tweedie: 11.0882
[82] valid_0's poisson: -109.146 valid_0's tweedie: 11.086
[83] valid_0's poisson: -109.149 valid_0's tweedie: 11.0855
[84] valid_0's poisson: -109.149 valid_0's tweedie: 11.0858
[85] valid_0's poisson: -109.164 valid_0's tweedie: 11.085
[86] valid_0's poisson: -109.185 valid_0's tweedie: 11.0843
[87] valid_0's poisson: -109.187 valid_0's tweedie: 11.084
[88] valid_0's poisson: -109.188 valid_0's tweedie: 11.0838
[89] valid_0's poisson: -109.191 valid_0's tweedie: 11.084
[90] valid_0's poisson: -109.192 valid_0's tweedie: 11.0837
[91] valid_0's poisson: -109.192 valid_0's tweedie: 11.0838
[92] valid_0's poisson: -109.201 valid_0's tweedie: 11.0834
[93] valid_0's poisson: -109.213 valid_0's tweedie: 11.0833
[94] valid_0's poisson: -109.213 valid_0's tweedie: 11.0834
[95] valid_0's poisson: -109.216 valid_0's tweedie: 11.0837
[96] valid_0's poisson: -109.218 valid_0's tweedie: 11.0836
[97] valid_0's poisson: -109.217 valid_0's tweedie: 11.0834
[98] valid_0's poisson: -109.219 valid_0's tweedie: 11.0835
[99] valid_0's poisson: -109.218 valid_0's tweedie: 11.0834
[100] valid_0's poisson: -109.221 valid_0's tweedie: 11.0831
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.0795 valid_0's tweedie: 12.1372
[2] valid_0's poisson: -98.6676 valid_0's tweedie: 11.8263
[3] valid_0's poisson: -100.901 valid_0's tweedie: 11.6454
[4] valid_0's poisson: -102.333 valid_0's tweedie: 11.5045
[5] valid_0's poisson: -103.579 valid_0's tweedie: 11.4198
[6] valid_0's poisson: -104.618 valid_0's tweedie: 11.3558
[7] valid_0's poisson: -105.446 valid_0's tweedie: 11.308
[8] valid_0's poisson: -106.037 valid_0's tweedie: 11.2704
[9] valid_0's poisson: -106.506 valid_0's tweedie: 11.2468
[10] valid_0's poisson: -106.872 valid_0's tweedie: 11.2289
[11] valid_0's poisson: -107.101 valid_0's tweedie: 11.2155
[12] valid_0's poisson: -107.465 valid_0's tweedie: 11.1882
[13] valid_0's poisson: -107.667 valid_0's tweedie: 11.178
[14] valid_0's poisson: -107.818 valid_0's tweedie: 11.1697
[15] valid_0's poisson: -107.951 valid_0's tweedie: 11.1647
[16] valid_0's poisson: -108.008 valid_0's tweedie: 11.1603
[17] valid_0's poisson: -108.089 valid_0's tweedie: 11.151
[18] valid_0's poisson: -108.188 valid_0's tweedie: 11.1439
[19] valid_0's poisson: -108.221 valid_0's tweedie: 11.1423
[20] valid_0's poisson: -108.271 valid_0's tweedie: 11.1393
[21] valid_0's poisson: -108.301 valid_0's tweedie: 11.1341
[22] valid_0's poisson: -108.339 valid_0's tweedie: 11.1327
[23] valid_0's poisson: -108.401 valid_0's tweedie: 11.13
[24] valid_0's poisson: -108.44 valid_0's tweedie: 11.1263
[25] valid_0's poisson: -108.465 valid_0's tweedie: 11.1249
[26] valid_0's poisson: -108.522 valid_0's tweedie: 11.1228
[27] valid_0's poisson: -108.533 valid_0's tweedie: 11.1204
[28] valid_0's poisson: -108.547 valid_0's tweedie: 11.1197
[29] valid_0's poisson: -108.55 valid_0's tweedie: 11.1185
[30] valid_0's poisson: -108.568 valid_0's tweedie: 11.1178
[31] valid_0's poisson: -108.577 valid_0's tweedie: 11.1165
[32] valid_0's poisson: -108.605 valid_0's tweedie: 11.1156
[33] valid_0's poisson: -108.621 valid_0's tweedie: 11.1149
[34] valid_0's poisson: -108.652 valid_0's tweedie: 11.1132
[35] valid_0's poisson: -108.673 valid_0's tweedie: 11.1118
[36] valid_0's poisson: -108.678 valid_0's tweedie: 11.1117
[37] valid_0's poisson: -108.675 valid_0's tweedie: 11.1116
[38] valid_0's poisson: -108.688 valid_0's tweedie: 11.1112
[39] valid_0's poisson: -108.722 valid_0's tweedie: 11.1096
[40] valid_0's poisson: -108.735 valid_0's tweedie: 11.1094
[41] valid_0's poisson: -108.783 valid_0's tweedie: 11.1081
[42] valid_0's poisson: -108.795 valid_0's tweedie: 11.1072
[43] valid_0's poisson: -108.809 valid_0's tweedie: 11.1065
[44] valid_0's poisson: -108.839 valid_0's tweedie: 11.1054
[45] valid_0's poisson: -108.844 valid_0's tweedie: 11.1051
[46] valid_0's poisson: -108.864 valid_0's tweedie: 11.1035
[47] valid_0's poisson: -108.865 valid_0's tweedie: 11.1027
[48] valid_0's poisson: -108.866 valid_0's tweedie: 11.102
[49] valid_0's poisson: -108.863 valid_0's tweedie: 11.1013
[50] valid_0's poisson: -108.874 valid_0's tweedie: 11.1009
[51] valid_0's poisson: -108.883 valid_0's tweedie: 11.1005
[52] valid_0's poisson: -108.888 valid_0's tweedie: 11.0985
[53] valid_0's poisson: -108.899 valid_0's tweedie: 11.0981
[54] valid_0's poisson: -108.899 valid_0's tweedie: 11.0977
[55] valid_0's poisson: -108.909 valid_0's tweedie: 11.097
[56] valid_0's poisson: -108.918 valid_0's tweedie: 11.095
[57] valid_0's poisson: -108.935 valid_0's tweedie: 11.093
[58] valid_0's poisson: -109.008 valid_0's tweedie: 11.0891
[59] valid_0's poisson: -109.012 valid_0's tweedie: 11.0888
[60] valid_0's poisson: -109.021 valid_0's tweedie: 11.0885
[61] valid_0's poisson: -109.024 valid_0's tweedie: 11.0883
[62] valid_0's poisson: -109.042 valid_0's tweedie: 11.0876
[63] valid_0's poisson: -109.046 valid_0's tweedie: 11.0875
[64] valid_0's poisson: -109.071 valid_0's tweedie: 11.0869
[65] valid_0's poisson: -109.074 valid_0's tweedie: 11.0866
[66] valid_0's poisson: -109.074 valid_0's tweedie: 11.0868
[67] valid_0's poisson: -109.075 valid_0's tweedie: 11.0867
[68] valid_0's poisson: -109.077 valid_0's tweedie: 11.0867
[69] valid_0's poisson: -109.08 valid_0's tweedie: 11.0862
[70] valid_0's poisson: -109.09 valid_0's tweedie: 11.0855
[71] valid_0's poisson: -109.09 valid_0's tweedie: 11.0854
[72] valid_0's poisson: -109.123 valid_0's tweedie: 11.0836
[73] valid_0's poisson: -109.125 valid_0's tweedie: 11.0831
[74] valid_0's poisson: -109.127 valid_0's tweedie: 11.0831
[75] valid_0's poisson: -109.129 valid_0's tweedie: 11.0833
[76] valid_0's poisson: -109.135 valid_0's tweedie: 11.0829
[77] valid_0's poisson: -109.138 valid_0's tweedie: 11.0828
[78] valid_0's poisson: -109.138 valid_0's tweedie: 11.0827
[79] valid_0's poisson: -109.139 valid_0's tweedie: 11.0821
[80] valid_0's poisson: -109.14 valid_0's tweedie: 11.0821
[81] valid_0's poisson: -109.148 valid_0's tweedie: 11.082
[82] valid_0's poisson: -109.15 valid_0's tweedie: 11.082
[83] valid_0's poisson: -109.159 valid_0's tweedie: 11.0818
[84] valid_0's poisson: -109.162 valid_0's tweedie: 11.0816
[85] valid_0's poisson: -109.175 valid_0's tweedie: 11.0813
[86] valid_0's poisson: -109.177 valid_0's tweedie: 11.0819
[87] valid_0's poisson: -109.176 valid_0's tweedie: 11.082
[88] valid_0's poisson: -109.185 valid_0's tweedie: 11.0817
[89] valid_0's poisson: -109.201 valid_0's tweedie: 11.081
[90] valid_0's poisson: -109.21 valid_0's tweedie: 11.0806
[91] valid_0's poisson: -109.215 valid_0's tweedie: 11.0803
[92] valid_0's poisson: -109.219 valid_0's tweedie: 11.0802
[93] valid_0's poisson: -109.218 valid_0's tweedie: 11.0806
[94] valid_0's poisson: -109.223 valid_0's tweedie: 11.0802
[95] valid_0's poisson: -109.223 valid_0's tweedie: 11.0802
[96] valid_0's poisson: -109.225 valid_0's tweedie: 11.081
[97] valid_0's poisson: -109.228 valid_0's tweedie: 11.0809
[98] valid_0's poisson: -109.238 valid_0's tweedie: 11.0804
[99] valid_0's poisson: -109.245 valid_0's tweedie: 11.0798
[100] valid_0's poisson: -109.249 valid_0's tweedie: 11.0795
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.1078 valid_0's tweedie: 12.132
[2] valid_0's poisson: -98.8244 valid_0's tweedie: 11.7994
[3] valid_0's poisson: -100.935 valid_0's tweedie: 11.6104
[4] valid_0's poisson: -102.577 valid_0's tweedie: 11.4914
[5] valid_0's poisson: -103.718 valid_0's tweedie: 11.4133
[6] valid_0's poisson: -104.585 valid_0's tweedie: 11.3439
[7] valid_0's poisson: -105.298 valid_0's tweedie: 11.3022
[8] valid_0's poisson: -105.898 valid_0's tweedie: 11.2681
[9] valid_0's poisson: -106.475 valid_0's tweedie: 11.2379
[10] valid_0's poisson: -106.824 valid_0's tweedie: 11.2178
[11] valid_0's poisson: -107.075 valid_0's tweedie: 11.2022
[12] valid_0's poisson: -107.321 valid_0's tweedie: 11.1907
[13] valid_0's poisson: -107.544 valid_0's tweedie: 11.1817
[14] valid_0's poisson: -107.7 valid_0's tweedie: 11.1739
[15] valid_0's poisson: -107.816 valid_0's tweedie: 11.1627
[16] valid_0's poisson: -107.891 valid_0's tweedie: 11.1586
[17] valid_0's poisson: -107.98 valid_0's tweedie: 11.1548
[18] valid_0's poisson: -108.04 valid_0's tweedie: 11.1509
[19] valid_0's poisson: -108.119 valid_0's tweedie: 11.1441
[20] valid_0's poisson: -108.17 valid_0's tweedie: 11.1409
[21] valid_0's poisson: -108.236 valid_0's tweedie: 11.1382
[22] valid_0's poisson: -108.271 valid_0's tweedie: 11.1338
[23] valid_0's poisson: -108.371 valid_0's tweedie: 11.1297
[24] valid_0's poisson: -108.419 valid_0's tweedie: 11.1271
[25] valid_0's poisson: -108.426 valid_0's tweedie: 11.1265
[26] valid_0's poisson: -108.475 valid_0's tweedie: 11.1238
[27] valid_0's poisson: -108.49 valid_0's tweedie: 11.1224
[28] valid_0's poisson: -108.499 valid_0's tweedie: 11.1213
[29] valid_0's poisson: -108.505 valid_0's tweedie: 11.1215
[30] valid_0's poisson: -108.528 valid_0's tweedie: 11.1197
[31] valid_0's poisson: -108.551 valid_0's tweedie: 11.119
[32] valid_0's poisson: -108.552 valid_0's tweedie: 11.1177
[33] valid_0's poisson: -108.574 valid_0's tweedie: 11.1166
[34] valid_0's poisson: -108.597 valid_0's tweedie: 11.1149
[35] valid_0's poisson: -108.616 valid_0's tweedie: 11.1142
[36] valid_0's poisson: -108.645 valid_0's tweedie: 11.1136
[37] valid_0's poisson: -108.653 valid_0's tweedie: 11.1127
[38] valid_0's poisson: -108.663 valid_0's tweedie: 11.1123
[39] valid_0's poisson: -108.66 valid_0's tweedie: 11.1131
[40] valid_0's poisson: -108.668 valid_0's tweedie: 11.1132
[41] valid_0's poisson: -108.681 valid_0's tweedie: 11.1124
[42] valid_0's poisson: -108.693 valid_0's tweedie: 11.1117
[43] valid_0's poisson: -108.705 valid_0's tweedie: 11.1103
[44] valid_0's poisson: -108.71 valid_0's tweedie: 11.1079
[45] valid_0's poisson: -108.72 valid_0's tweedie: 11.1072
[46] valid_0's poisson: -108.735 valid_0's tweedie: 11.1063
[47] valid_0's poisson: -108.733 valid_0's tweedie: 11.1053
[48] valid_0's poisson: -108.746 valid_0's tweedie: 11.1049
[49] valid_0's poisson: -108.773 valid_0's tweedie: 11.1028
[50] valid_0's poisson: -108.784 valid_0's tweedie: 11.1018
[51] valid_0's poisson: -108.783 valid_0's tweedie: 11.1017
[52] valid_0's poisson: -108.854 valid_0's tweedie: 11.0995
[53] valid_0's poisson: -108.884 valid_0's tweedie: 11.0981
[54] valid_0's poisson: -108.884 valid_0's tweedie: 11.0981
[55] valid_0's poisson: -108.892 valid_0's tweedie: 11.0977
[56] valid_0's poisson: -108.918 valid_0's tweedie: 11.0964
[57] valid_0's poisson: -108.921 valid_0's tweedie: 11.0964
[58] valid_0's poisson: -108.922 valid_0's tweedie: 11.0963
[59] valid_0's poisson: -108.936 valid_0's tweedie: 11.0961
[60] valid_0's poisson: -108.963 valid_0's tweedie: 11.0954
[61] valid_0's poisson: -108.994 valid_0's tweedie: 11.0903
[62] valid_0's poisson: -109.001 valid_0's tweedie: 11.0897
[63] valid_0's poisson: -109.001 valid_0's tweedie: 11.0894
[64] valid_0's poisson: -109.002 valid_0's tweedie: 11.0892
[65] valid_0's poisson: -109.004 valid_0's tweedie: 11.0887
[66] valid_0's poisson: -109.006 valid_0's tweedie: 11.0882
[67] valid_0's poisson: -109.007 valid_0's tweedie: 11.0882
[68] valid_0's poisson: -109.009 valid_0's tweedie: 11.0882
[69] valid_0's poisson: -109.045 valid_0's tweedie: 11.0871
[70] valid_0's poisson: -109.074 valid_0's tweedie: 11.0863
[71] valid_0's poisson: -109.084 valid_0's tweedie: 11.086
[72] valid_0's poisson: -109.083 valid_0's tweedie: 11.0859
[73] valid_0's poisson: -109.101 valid_0's tweedie: 11.0853
[74] valid_0's poisson: -109.104 valid_0's tweedie: 11.085
[75] valid_0's poisson: -109.11 valid_0's tweedie: 11.0847
[76] valid_0's poisson: -109.123 valid_0's tweedie: 11.0844
[77] valid_0's poisson: -109.128 valid_0's tweedie: 11.084
[78] valid_0's poisson: -109.133 valid_0's tweedie: 11.0837
[79] valid_0's poisson: -109.134 valid_0's tweedie: 11.0838
[80] valid_0's poisson: -109.134 valid_0's tweedie: 11.0836
[81] valid_0's poisson: -109.137 valid_0's tweedie: 11.0839
[82] valid_0's poisson: -109.141 valid_0's tweedie: 11.0838
[83] valid_0's poisson: -109.14 valid_0's tweedie: 11.0838
[84] valid_0's poisson: -109.141 valid_0's tweedie: 11.084
[85] valid_0's poisson: -109.151 valid_0's tweedie: 11.0837
[86] valid_0's poisson: -109.16 valid_0's tweedie: 11.083
[87] valid_0's poisson: -109.159 valid_0's tweedie: 11.0836
[88] valid_0's poisson: -109.159 valid_0's tweedie: 11.0844
[89] valid_0's poisson: -109.159 valid_0's tweedie: 11.0843
[90] valid_0's poisson: -109.158 valid_0's tweedie: 11.0853
[91] valid_0's poisson: -109.157 valid_0's tweedie: 11.0847
[92] valid_0's poisson: -109.16 valid_0's tweedie: 11.0835
[93] valid_0's poisson: -109.16 valid_0's tweedie: 11.0842
[94] valid_0's poisson: -109.161 valid_0's tweedie: 11.0844
[95] valid_0's poisson: -109.161 valid_0's tweedie: 11.0841
[96] valid_0's poisson: -109.166 valid_0's tweedie: 11.084
[97] valid_0's poisson: -109.18 valid_0's tweedie: 11.0835
[98] valid_0's poisson: -109.186 valid_0's tweedie: 11.0833
[99] valid_0's poisson: -109.19 valid_0's tweedie: 11.0831
[100] valid_0's poisson: -109.192 valid_0's tweedie: 11.0831
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.1372 valid_0's tweedie: 12.1329
[2] valid_0's poisson: -98.8665 valid_0's tweedie: 11.8003
[3] valid_0's poisson: -100.968 valid_0's tweedie: 11.611
[4] valid_0's poisson: -102.622 valid_0's tweedie: 11.4897
[5] valid_0's poisson: -103.81 valid_0's tweedie: 11.4076
[6] valid_0's poisson: -104.78 valid_0's tweedie: 11.3421
[7] valid_0's poisson: -105.495 valid_0's tweedie: 11.3017
[8] valid_0's poisson: -106.127 valid_0's tweedie: 11.2631
[9] valid_0's poisson: -106.656 valid_0's tweedie: 11.2361
[10] valid_0's poisson: -107.001 valid_0's tweedie: 11.2175
[11] valid_0's poisson: -107.262 valid_0's tweedie: 11.2013
[12] valid_0's poisson: -107.596 valid_0's tweedie: 11.1779
[13] valid_0's poisson: -107.765 valid_0's tweedie: 11.1698
[14] valid_0's poisson: -107.99 valid_0's tweedie: 11.1593
[15] valid_0's poisson: -108.082 valid_0's tweedie: 11.1538
[16] valid_0's poisson: -108.153 valid_0's tweedie: 11.1478
[17] valid_0's poisson: -108.223 valid_0's tweedie: 11.1421
[18] valid_0's poisson: -108.261 valid_0's tweedie: 11.1379
[19] valid_0's poisson: -108.304 valid_0's tweedie: 11.1336
[20] valid_0's poisson: -108.352 valid_0's tweedie: 11.1307
[21] valid_0's poisson: -108.384 valid_0's tweedie: 11.1257
[22] valid_0's poisson: -108.466 valid_0's tweedie: 11.1224
[23] valid_0's poisson: -108.482 valid_0's tweedie: 11.1203
[24] valid_0's poisson: -108.543 valid_0's tweedie: 11.1173
[25] valid_0's poisson: -108.57 valid_0's tweedie: 11.1158
[26] valid_0's poisson: -108.605 valid_0's tweedie: 11.1158
[27] valid_0's poisson: -108.637 valid_0's tweedie: 11.1142
[28] valid_0's poisson: -108.664 valid_0's tweedie: 11.1121
[29] valid_0's poisson: -108.667 valid_0's tweedie: 11.1106
[30] valid_0's poisson: -108.686 valid_0's tweedie: 11.1099
[31] valid_0's poisson: -108.708 valid_0's tweedie: 11.1088
[32] valid_0's poisson: -108.722 valid_0's tweedie: 11.1081
[33] valid_0's poisson: -108.727 valid_0's tweedie: 11.1066
[34] valid_0's poisson: -108.737 valid_0's tweedie: 11.1057
[35] valid_0's poisson: -108.753 valid_0's tweedie: 11.1043
[36] valid_0's poisson: -108.778 valid_0's tweedie: 11.103
[37] valid_0's poisson: -108.794 valid_0's tweedie: 11.1028
[38] valid_0's poisson: -108.802 valid_0's tweedie: 11.1026
[39] valid_0's poisson: -108.827 valid_0's tweedie: 11.1009
[40] valid_0's poisson: -108.837 valid_0's tweedie: 11.1007
[41] valid_0's poisson: -108.866 valid_0's tweedie: 11.0993
[42] valid_0's poisson: -108.884 valid_0's tweedie: 11.0988
[43] valid_0's poisson: -108.912 valid_0's tweedie: 11.0977
[44] valid_0's poisson: -108.914 valid_0's tweedie: 11.0976
[45] valid_0's poisson: -108.914 valid_0's tweedie: 11.0975
[46] valid_0's poisson: -108.935 valid_0's tweedie: 11.0965
[47] valid_0's poisson: -108.956 valid_0's tweedie: 11.0956
[48] valid_0's poisson: -108.969 valid_0's tweedie: 11.0951
[49] valid_0's poisson: -108.983 valid_0's tweedie: 11.0944
[50] valid_0's poisson: -108.983 valid_0's tweedie: 11.0941
[51] valid_0's poisson: -108.983 valid_0's tweedie: 11.0956
[52] valid_0's poisson: -108.987 valid_0's tweedie: 11.0951
[53] valid_0's poisson: -108.987 valid_0's tweedie: 11.0957
[54] valid_0's poisson: -109.007 valid_0's tweedie: 11.0946
[55] valid_0's poisson: -109.012 valid_0's tweedie: 11.0941
[56] valid_0's poisson: -109.022 valid_0's tweedie: 11.094
[57] valid_0's poisson: -109.024 valid_0's tweedie: 11.0938
[58] valid_0's poisson: -109.031 valid_0's tweedie: 11.0935
[59] valid_0's poisson: -109.031 valid_0's tweedie: 11.094
[60] valid_0's poisson: -109.039 valid_0's tweedie: 11.0937
[61] valid_0's poisson: -109.041 valid_0's tweedie: 11.0931
[62] valid_0's poisson: -109.087 valid_0's tweedie: 11.091
[63] valid_0's poisson: -109.089 valid_0's tweedie: 11.091
[64] valid_0's poisson: -109.1 valid_0's tweedie: 11.0905
[65] valid_0's poisson: -109.114 valid_0's tweedie: 11.0899
[66] valid_0's poisson: -109.129 valid_0's tweedie: 11.0885
[67] valid_0's poisson: -109.127 valid_0's tweedie: 11.0884
[68] valid_0's poisson: -109.132 valid_0's tweedie: 11.0883
[69] valid_0's poisson: -109.139 valid_0's tweedie: 11.0882
[70] valid_0's poisson: -109.137 valid_0's tweedie: 11.0884
[71] valid_0's poisson: -109.138 valid_0's tweedie: 11.0885
[72] valid_0's poisson: -109.139 valid_0's tweedie: 11.0885
[73] valid_0's poisson: -109.138 valid_0's tweedie: 11.0889
[74] valid_0's poisson: -109.142 valid_0's tweedie: 11.0887
[75] valid_0's poisson: -109.149 valid_0's tweedie: 11.0889
[76] valid_0's poisson: -109.148 valid_0's tweedie: 11.0887
[77] valid_0's poisson: -109.148 valid_0's tweedie: 11.0886
[78] valid_0's poisson: -109.153 valid_0's tweedie: 11.0884
[79] valid_0's poisson: -109.163 valid_0's tweedie: 11.0882
[80] valid_0's poisson: -109.169 valid_0's tweedie: 11.0879
[81] valid_0's poisson: -109.176 valid_0's tweedie: 11.0872
[82] valid_0's poisson: -109.176 valid_0's tweedie: 11.0877
[83] valid_0's poisson: -109.182 valid_0's tweedie: 11.0877
[84] valid_0's poisson: -109.18 valid_0's tweedie: 11.0876
[85] valid_0's poisson: -109.18 valid_0's tweedie: 11.0877
[86] valid_0's poisson: -109.179 valid_0's tweedie: 11.0882
[87] valid_0's poisson: -109.179 valid_0's tweedie: 11.0882
[88] valid_0's poisson: -109.179 valid_0's tweedie: 11.0887
[89] valid_0's poisson: -109.183 valid_0's tweedie: 11.0885
[90] valid_0's poisson: -109.185 valid_0's tweedie: 11.0888
[91] valid_0's poisson: -109.185 valid_0's tweedie: 11.0893
[92] valid_0's poisson: -109.197 valid_0's tweedie: 11.089
[93] valid_0's poisson: -109.195 valid_0's tweedie: 11.0893
[94] valid_0's poisson: -109.196 valid_0's tweedie: 11.0891
[95] valid_0's poisson: -109.206 valid_0's tweedie: 11.088
[96] valid_0's poisson: -109.206 valid_0's tweedie: 11.0878
[97] valid_0's poisson: -109.202 valid_0's tweedie: 11.0879
[98] valid_0's poisson: -109.206 valid_0's tweedie: 11.088
[99] valid_0's poisson: -109.205 valid_0's tweedie: 11.088
[100] valid_0's poisson: -109.21 valid_0's tweedie: 11.0874
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=0.1, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.5133 valid_0's tweedie: 266.521
[2] valid_0's poisson: -91.514 valid_0's tweedie: 265.135
[3] valid_0's poisson: -93.2524 valid_0's tweedie: 263.934
[4] valid_0's poisson: -94.7616 valid_0's tweedie: 262.894
[5] valid_0's poisson: -96.0972 valid_0's tweedie: 261.973
[6] valid_0's poisson: -97.2701 valid_0's tweedie: 261.163
[7] valid_0's poisson: -98.3179 valid_0's tweedie: 260.439
[8] valid_0's poisson: -99.2551 valid_0's tweedie: 259.792
[9] valid_0's poisson: -100.08 valid_0's tweedie: 259.218
[10] valid_0's poisson: -100.801 valid_0's tweedie: 258.716
[11] valid_0's poisson: -101.469 valid_0's tweedie: 258.249
[12] valid_0's poisson: -102.061 valid_0's tweedie: 257.833
[13] valid_0's poisson: -102.595 valid_0's tweedie: 257.457
[14] valid_0's poisson: -103.098 valid_0's tweedie: 257.102
[15] valid_0's poisson: -103.535 valid_0's tweedie: 256.792
[16] valid_0's poisson: -103.955 valid_0's tweedie: 256.494
[17] valid_0's poisson: -104.339 valid_0's tweedie: 256.219
[18] valid_0's poisson: -104.675 valid_0's tweedie: 255.977
[19] valid_0's poisson: -104.991 valid_0's tweedie: 255.75
[20] valid_0's poisson: -105.284 valid_0's tweedie: 255.538
[21] valid_0's poisson: -105.535 valid_0's tweedie: 255.355
[22] valid_0's poisson: -105.783 valid_0's tweedie: 255.175
[23] valid_0's poisson: -106.011 valid_0's tweedie: 255.009
[24] valid_0's poisson: -106.25 valid_0's tweedie: 254.835
[25] valid_0's poisson: -106.439 valid_0's tweedie: 254.696
[26] valid_0's poisson: -106.637 valid_0's tweedie: 254.55
[27] valid_0's poisson: -106.806 valid_0's tweedie: 254.427
[28] valid_0's poisson: -106.958 valid_0's tweedie: 254.315
[29] valid_0's poisson: -107.084 valid_0's tweedie: 254.22
[30] valid_0's poisson: -107.226 valid_0's tweedie: 254.114
[31] valid_0's poisson: -107.353 valid_0's tweedie: 254.021
[32] valid_0's poisson: -107.477 valid_0's tweedie: 253.929
[33] valid_0's poisson: -107.578 valid_0's tweedie: 253.854
[34] valid_0's poisson: -107.68 valid_0's tweedie: 253.778
[35] valid_0's poisson: -107.77 valid_0's tweedie: 253.71
[36] valid_0's poisson: -107.854 valid_0's tweedie: 253.649
[37] valid_0's poisson: -107.944 valid_0's tweedie: 253.582
[38] valid_0's poisson: -108.014 valid_0's tweedie: 253.529
[39] valid_0's poisson: -108.07 valid_0's tweedie: 253.486
[40] valid_0's poisson: -108.134 valid_0's tweedie: 253.438
[41] valid_0's poisson: -108.193 valid_0's tweedie: 253.394
[42] valid_0's poisson: -108.248 valid_0's tweedie: 253.352
[43] valid_0's poisson: -108.297 valid_0's tweedie: 253.315
[44] valid_0's poisson: -108.355 valid_0's tweedie: 253.273
[45] valid_0's poisson: -108.406 valid_0's tweedie: 253.236
[46] valid_0's poisson: -108.446 valid_0's tweedie: 253.206
[47] valid_0's poisson: -108.482 valid_0's tweedie: 253.178
[48] valid_0's poisson: -108.52 valid_0's tweedie: 253.15
[49] valid_0's poisson: -108.552 valid_0's tweedie: 253.126
[50] valid_0's poisson: -108.584 valid_0's tweedie: 253.103
[51] valid_0's poisson: -108.614 valid_0's tweedie: 253.081
[52] valid_0's poisson: -108.642 valid_0's tweedie: 253.059
[53] valid_0's poisson: -108.672 valid_0's tweedie: 253.037
[54] valid_0's poisson: -108.703 valid_0's tweedie: 253.015
[55] valid_0's poisson: -108.725 valid_0's tweedie: 252.999
[56] valid_0's poisson: -108.76 valid_0's tweedie: 252.974
[57] valid_0's poisson: -108.78 valid_0's tweedie: 252.959
[58] valid_0's poisson: -108.809 valid_0's tweedie: 252.939
[59] valid_0's poisson: -108.827 valid_0's tweedie: 252.926
[60] valid_0's poisson: -108.855 valid_0's tweedie: 252.906
[61] valid_0's poisson: -108.87 valid_0's tweedie: 252.895
[62] valid_0's poisson: -108.888 valid_0's tweedie: 252.882
[63] valid_0's poisson: -108.904 valid_0's tweedie: 252.871
[64] valid_0's poisson: -108.921 valid_0's tweedie: 252.858
[65] valid_0's poisson: -108.947 valid_0's tweedie: 252.841
[66] valid_0's poisson: -108.964 valid_0's tweedie: 252.828
[67] valid_0's poisson: -108.984 valid_0's tweedie: 252.814
[68] valid_0's poisson: -108.998 valid_0's tweedie: 252.803
[69] valid_0's poisson: -109.008 valid_0's tweedie: 252.795
[70] valid_0's poisson: -109.023 valid_0's tweedie: 252.784
[71] valid_0's poisson: -109.036 valid_0's tweedie: 252.775
[72] valid_0's poisson: -109.046 valid_0's tweedie: 252.767
[73] valid_0's poisson: -109.053 valid_0's tweedie: 252.762
[74] valid_0's poisson: -109.072 valid_0's tweedie: 252.749
[75] valid_0's poisson: -109.076 valid_0's tweedie: 252.746
[76] valid_0's poisson: -109.09 valid_0's tweedie: 252.736
[77] valid_0's poisson: -109.107 valid_0's tweedie: 252.725
[78] valid_0's poisson: -109.114 valid_0's tweedie: 252.719
[79] valid_0's poisson: -109.123 valid_0's tweedie: 252.713
[80] valid_0's poisson: -109.128 valid_0's tweedie: 252.709
[81] valid_0's poisson: -109.134 valid_0's tweedie: 252.705
[82] valid_0's poisson: -109.143 valid_0's tweedie: 252.699
[83] valid_0's poisson: -109.146 valid_0's tweedie: 252.697
[84] valid_0's poisson: -109.158 valid_0's tweedie: 252.689
[85] valid_0's poisson: -109.167 valid_0's tweedie: 252.682
[86] valid_0's poisson: -109.18 valid_0's tweedie: 252.673
[87] valid_0's poisson: -109.185 valid_0's tweedie: 252.669
[88] valid_0's poisson: -109.201 valid_0's tweedie: 252.658
[89] valid_0's poisson: -109.209 valid_0's tweedie: 252.652
[90] valid_0's poisson: -109.212 valid_0's tweedie: 252.65
[91] valid_0's poisson: -109.224 valid_0's tweedie: 252.642
[92] valid_0's poisson: -109.234 valid_0's tweedie: 252.636
[93] valid_0's poisson: -109.236 valid_0's tweedie: 252.635
[94] valid_0's poisson: -109.244 valid_0's tweedie: 252.628
[95] valid_0's poisson: -109.249 valid_0's tweedie: 252.625
[96] valid_0's poisson: -109.255 valid_0's tweedie: 252.62
[97] valid_0's poisson: -109.262 valid_0's tweedie: 252.615
[98] valid_0's poisson: -109.266 valid_0's tweedie: 252.612
[99] valid_0's poisson: -109.269 valid_0's tweedie: 252.61
[100] valid_0's poisson: -109.276 valid_0's tweedie: 252.606
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=0.0625, max_depth=5, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.5103 valid_0's tweedie: 266.523
[2] valid_0's poisson: -91.5549 valid_0's tweedie: 265.107
[3] valid_0's poisson: -93.3033 valid_0's tweedie: 263.9
[4] valid_0's poisson: -94.8414 valid_0's tweedie: 262.84
[5] valid_0's poisson: -96.1754 valid_0's tweedie: 261.921
[6] valid_0's poisson: -97.3518 valid_0's tweedie: 261.11
[7] valid_0's poisson: -98.3973 valid_0's tweedie: 260.388
[8] valid_0's poisson: -99.331 valid_0's tweedie: 259.741
[9] valid_0's poisson: -100.133 valid_0's tweedie: 259.184
[10] valid_0's poisson: -100.871 valid_0's tweedie: 258.67
[11] valid_0's poisson: -101.514 valid_0's tweedie: 258.22
[12] valid_0's poisson: -102.12 valid_0's tweedie: 257.795
[13] valid_0's poisson: -102.645 valid_0's tweedie: 257.424
[14] valid_0's poisson: -103.145 valid_0's tweedie: 257.071
[15] valid_0's poisson: -103.584 valid_0's tweedie: 256.759
[16] valid_0's poisson: -103.985 valid_0's tweedie: 256.474
[17] valid_0's poisson: -104.351 valid_0's tweedie: 256.211
[18] valid_0's poisson: -104.695 valid_0's tweedie: 255.963
[19] valid_0's poisson: -105.015 valid_0's tweedie: 255.734
[20] valid_0's poisson: -105.302 valid_0's tweedie: 255.525
[21] valid_0's poisson: -105.567 valid_0's tweedie: 255.333
[22] valid_0's poisson: -105.812 valid_0's tweedie: 255.156
[23] valid_0's poisson: -106.043 valid_0's tweedie: 254.988
[24] valid_0's poisson: -106.244 valid_0's tweedie: 254.84
[25] valid_0's poisson: -106.467 valid_0's tweedie: 254.677
[26] valid_0's poisson: -106.644 valid_0's tweedie: 254.547
[27] valid_0's poisson: -106.83 valid_0's tweedie: 254.411
[28] valid_0's poisson: -106.999 valid_0's tweedie: 254.286
[29] valid_0's poisson: -107.128 valid_0's tweedie: 254.19
[30] valid_0's poisson: -107.266 valid_0's tweedie: 254.088
[31] valid_0's poisson: -107.377 valid_0's tweedie: 254.005
[32] valid_0's poisson: -107.496 valid_0's tweedie: 253.916
[33] valid_0's poisson: -107.601 valid_0's tweedie: 253.838
[34] valid_0's poisson: -107.697 valid_0's tweedie: 253.766
[35] valid_0's poisson: -107.789 valid_0's tweedie: 253.697
[36] valid_0's poisson: -107.864 valid_0's tweedie: 253.64
[37] valid_0's poisson: -107.954 valid_0's tweedie: 253.574
[38] valid_0's poisson: -108.027 valid_0's tweedie: 253.519
[39] valid_0's poisson: -108.094 valid_0's tweedie: 253.469
[40] valid_0's poisson: -108.153 valid_0's tweedie: 253.424
[41] valid_0's poisson: -108.21 valid_0's tweedie: 253.381
[42] valid_0's poisson: -108.273 valid_0's tweedie: 253.334
[43] valid_0's poisson: -108.326 valid_0's tweedie: 253.295
[44] valid_0's poisson: -108.376 valid_0's tweedie: 253.258
[45] valid_0's poisson: -108.414 valid_0's tweedie: 253.229
[46] valid_0's poisson: -108.466 valid_0's tweedie: 253.191
[47] valid_0's poisson: -108.506 valid_0's tweedie: 253.162
[48] valid_0's poisson: -108.544 valid_0's tweedie: 253.134
[49] valid_0's poisson: -108.575 valid_0's tweedie: 253.111
[50] valid_0's poisson: -108.606 valid_0's tweedie: 253.088
[51] valid_0's poisson: -108.634 valid_0's tweedie: 253.067
[52] valid_0's poisson: -108.659 valid_0's tweedie: 253.049
[53] valid_0's poisson: -108.687 valid_0's tweedie: 253.027
[54] valid_0's poisson: -108.713 valid_0's tweedie: 253.009
[55] valid_0's poisson: -108.733 valid_0's tweedie: 252.994
[56] valid_0's poisson: -108.756 valid_0's tweedie: 252.975
[57] valid_0's poisson: -108.775 valid_0's tweedie: 252.961
[58] valid_0's poisson: -108.796 valid_0's tweedie: 252.946
[59] valid_0's poisson: -108.828 valid_0's tweedie: 252.924
[60] valid_0's poisson: -108.847 valid_0's tweedie: 252.909
[61] valid_0's poisson: -108.871 valid_0's tweedie: 252.892
[62] valid_0's poisson: -108.896 valid_0's tweedie: 252.874
[63] valid_0's poisson: -108.914 valid_0's tweedie: 252.862
[64] valid_0's poisson: -108.926 valid_0's tweedie: 252.853
[65] valid_0's poisson: -108.948 valid_0's tweedie: 252.838
[66] valid_0's poisson: -108.967 valid_0's tweedie: 252.824
[67] valid_0's poisson: -108.976 valid_0's tweedie: 252.818
[68] valid_0's poisson: -108.986 valid_0's tweedie: 252.811
[69] valid_0's poisson: -108.995 valid_0's tweedie: 252.804
[70] valid_0's poisson: -109.008 valid_0's tweedie: 252.795
[71] valid_0's poisson: -109.02 valid_0's tweedie: 252.786
[72] valid_0's poisson: -109.028 valid_0's tweedie: 252.78
[73] valid_0's poisson: -109.049 valid_0's tweedie: 252.766
[74] valid_0's poisson: -109.055 valid_0's tweedie: 252.761
[75] valid_0's poisson: -109.066 valid_0's tweedie: 252.753
[76] valid_0's poisson: -109.08 valid_0's tweedie: 252.743
[77] valid_0's poisson: -109.087 valid_0's tweedie: 252.738
[78] valid_0's poisson: -109.092 valid_0's tweedie: 252.734
[79] valid_0's poisson: -109.098 valid_0's tweedie: 252.73
[80] valid_0's poisson: -109.104 valid_0's tweedie: 252.726
[81] valid_0's poisson: -109.112 valid_0's tweedie: 252.72
[82] valid_0's poisson: -109.12 valid_0's tweedie: 252.715
[83] valid_0's poisson: -109.135 valid_0's tweedie: 252.705
[84] valid_0's poisson: -109.144 valid_0's tweedie: 252.698
[85] valid_0's poisson: -109.148 valid_0's tweedie: 252.695
[86] valid_0's poisson: -109.16 valid_0's tweedie: 252.687
[87] valid_0's poisson: -109.163 valid_0's tweedie: 252.685
[88] valid_0's poisson: -109.171 valid_0's tweedie: 252.68
[89] valid_0's poisson: -109.18 valid_0's tweedie: 252.673
[90] valid_0's poisson: -109.197 valid_0's tweedie: 252.66
[91] valid_0's poisson: -109.207 valid_0's tweedie: 252.653
[92] valid_0's poisson: -109.218 valid_0's tweedie: 252.646
[93] valid_0's poisson: -109.22 valid_0's tweedie: 252.644
[94] valid_0's poisson: -109.226 valid_0's tweedie: 252.64
[95] valid_0's poisson: -109.236 valid_0's tweedie: 252.633
[96] valid_0's poisson: -109.242 valid_0's tweedie: 252.629
[97] valid_0's poisson: -109.25 valid_0's tweedie: 252.624
[98] valid_0's poisson: -109.263 valid_0's tweedie: 252.614
[99] valid_0's poisson: -109.265 valid_0's tweedie: 252.612
[100] valid_0's poisson: -109.277 valid_0's tweedie: 252.603
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=0.0625, max_depth=5, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.5307 valid_0's tweedie: 266.509
[2] valid_0's poisson: -91.563 valid_0's tweedie: 265.102
[3] valid_0's poisson: -93.3146 valid_0's tweedie: 263.893
[4] valid_0's poisson: -94.8278 valid_0's tweedie: 262.85
[5] valid_0's poisson: -96.1681 valid_0's tweedie: 261.928
[6] valid_0's poisson: -97.342 valid_0's tweedie: 261.119
[7] valid_0's poisson: -98.3848 valid_0's tweedie: 260.398
[8] valid_0's poisson: -99.3079 valid_0's tweedie: 259.759
[9] valid_0's poisson: -100.121 valid_0's tweedie: 259.194
[10] valid_0's poisson: -100.86 valid_0's tweedie: 258.68
[11] valid_0's poisson: -101.524 valid_0's tweedie: 258.216
[12] valid_0's poisson: -102.126 valid_0's tweedie: 257.794
[13] valid_0's poisson: -102.672 valid_0's tweedie: 257.409
[14] valid_0's poisson: -103.156 valid_0's tweedie: 257.067
[15] valid_0's poisson: -103.615 valid_0's tweedie: 256.742
[16] valid_0's poisson: -104.008 valid_0's tweedie: 256.461
[17] valid_0's poisson: -104.382 valid_0's tweedie: 256.193
[18] valid_0's poisson: -104.735 valid_0's tweedie: 255.94
[19] valid_0's poisson: -105.044 valid_0's tweedie: 255.717
[20] valid_0's poisson: -105.363 valid_0's tweedie: 255.488
[21] valid_0's poisson: -105.629 valid_0's tweedie: 255.294
[22] valid_0's poisson: -105.875 valid_0's tweedie: 255.116
[23] valid_0's poisson: -106.131 valid_0's tweedie: 254.93
[24] valid_0's poisson: -106.325 valid_0's tweedie: 254.787
[25] valid_0's poisson: -106.513 valid_0's tweedie: 254.649
[26] valid_0's poisson: -106.692 valid_0's tweedie: 254.518
[27] valid_0's poisson: -106.855 valid_0's tweedie: 254.397
[28] valid_0's poisson: -107.009 valid_0's tweedie: 254.283
[29] valid_0's poisson: -107.137 valid_0's tweedie: 254.187
[30] valid_0's poisson: -107.282 valid_0's tweedie: 254.08
[31] valid_0's poisson: -107.407 valid_0's tweedie: 253.988
[32] valid_0's poisson: -107.526 valid_0's tweedie: 253.899
[33] valid_0's poisson: -107.644 valid_0's tweedie: 253.812
[34] valid_0's poisson: -107.734 valid_0's tweedie: 253.744
[35] valid_0's poisson: -107.826 valid_0's tweedie: 253.674
[36] valid_0's poisson: -107.916 valid_0's tweedie: 253.607
[37] valid_0's poisson: -107.987 valid_0's tweedie: 253.554
[38] valid_0's poisson: -108.065 valid_0's tweedie: 253.496
[39] valid_0's poisson: -108.13 valid_0's tweedie: 253.446
[40] valid_0's poisson: -108.186 valid_0's tweedie: 253.403
[41] valid_0's poisson: -108.244 valid_0's tweedie: 253.36
[42] valid_0's poisson: -108.298 valid_0's tweedie: 253.319
[43] valid_0's poisson: -108.347 valid_0's tweedie: 253.282
[44] valid_0's poisson: -108.387 valid_0's tweedie: 253.251
[45] valid_0's poisson: -108.432 valid_0's tweedie: 253.218
[46] valid_0's poisson: -108.469 valid_0's tweedie: 253.189
[47] valid_0's poisson: -108.505 valid_0's tweedie: 253.162
[48] valid_0's poisson: -108.55 valid_0's tweedie: 253.129
[49] valid_0's poisson: -108.586 valid_0's tweedie: 253.103
[50] valid_0's poisson: -108.614 valid_0's tweedie: 253.082
[51] valid_0's poisson: -108.645 valid_0's tweedie: 253.059
[52] valid_0's poisson: -108.667 valid_0's tweedie: 253.042
[53] valid_0's poisson: -108.692 valid_0's tweedie: 253.023
[54] valid_0's poisson: -108.723 valid_0's tweedie: 253.001
[55] valid_0's poisson: -108.748 valid_0's tweedie: 252.982
[56] valid_0's poisson: -108.772 valid_0's tweedie: 252.965
[57] valid_0's poisson: -108.794 valid_0's tweedie: 252.948
[58] valid_0's poisson: -108.815 valid_0's tweedie: 252.933
[59] valid_0's poisson: -108.842 valid_0's tweedie: 252.914
[60] valid_0's poisson: -108.862 valid_0's tweedie: 252.899
[61] valid_0's poisson: -108.878 valid_0's tweedie: 252.888
[62] valid_0's poisson: -108.894 valid_0's tweedie: 252.876
[63] valid_0's poisson: -108.923 valid_0's tweedie: 252.856
[64] valid_0's poisson: -108.938 valid_0's tweedie: 252.845
[65] valid_0's poisson: -108.954 valid_0's tweedie: 252.833
[66] valid_0's poisson: -108.978 valid_0's tweedie: 252.816
[67] valid_0's poisson: -108.992 valid_0's tweedie: 252.806
[68] valid_0's poisson: -109.011 valid_0's tweedie: 252.793
[69] valid_0's poisson: -109.025 valid_0's tweedie: 252.782
[70] valid_0's poisson: -109.04 valid_0's tweedie: 252.772
[71] valid_0's poisson: -109.049 valid_0's tweedie: 252.765
[72] valid_0's poisson: -109.062 valid_0's tweedie: 252.756
[73] valid_0's poisson: -109.074 valid_0's tweedie: 252.747
[74] valid_0's poisson: -109.084 valid_0's tweedie: 252.739
[75] valid_0's poisson: -109.095 valid_0's tweedie: 252.731
[76] valid_0's poisson: -109.108 valid_0's tweedie: 252.722
[77] valid_0's poisson: -109.116 valid_0's tweedie: 252.716
[78] valid_0's poisson: -109.132 valid_0's tweedie: 252.705
[79] valid_0's poisson: -109.149 valid_0's tweedie: 252.693
[80] valid_0's poisson: -109.159 valid_0's tweedie: 252.686
[81] valid_0's poisson: -109.162 valid_0's tweedie: 252.684
[82] valid_0's poisson: -109.176 valid_0's tweedie: 252.674
[83] valid_0's poisson: -109.178 valid_0's tweedie: 252.672
[84] valid_0's poisson: -109.189 valid_0's tweedie: 252.665
[85] valid_0's poisson: -109.194 valid_0's tweedie: 252.661
[86] valid_0's poisson: -109.203 valid_0's tweedie: 252.655
[87] valid_0's poisson: -109.212 valid_0's tweedie: 252.649
[88] valid_0's poisson: -109.224 valid_0's tweedie: 252.641
[89] valid_0's poisson: -109.226 valid_0's tweedie: 252.639
[90] valid_0's poisson: -109.236 valid_0's tweedie: 252.632
[91] valid_0's poisson: -109.24 valid_0's tweedie: 252.63
[92] valid_0's poisson: -109.246 valid_0's tweedie: 252.626
[93] valid_0's poisson: -109.254 valid_0's tweedie: 252.62
[94] valid_0's poisson: -109.261 valid_0's tweedie: 252.615
[95] valid_0's poisson: -109.271 valid_0's tweedie: 252.608
[96] valid_0's poisson: -109.274 valid_0's tweedie: 252.606
[97] valid_0's poisson: -109.281 valid_0's tweedie: 252.602
[98] valid_0's poisson: -109.283 valid_0's tweedie: 252.6
[99] valid_0's poisson: -109.291 valid_0's tweedie: 252.595
[100] valid_0's poisson: -109.298 valid_0's tweedie: 252.59
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=0.0625, max_depth=5, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.5595 valid_0's tweedie: 266.489
[2] valid_0's poisson: -91.5845 valid_0's tweedie: 265.086
[3] valid_0's poisson: -93.338 valid_0's tweedie: 263.875
[4] valid_0's poisson: -94.8629 valid_0's tweedie: 262.824
[5] valid_0's poisson: -96.1983 valid_0's tweedie: 261.905
[6] valid_0's poisson: -97.3814 valid_0's tweedie: 261.089
[7] valid_0's poisson: -98.4219 valid_0's tweedie: 260.37
[8] valid_0's poisson: -99.3537 valid_0's tweedie: 259.725
[9] valid_0's poisson: -100.191 valid_0's tweedie: 259.144
[10] valid_0's poisson: -100.912 valid_0's tweedie: 258.641
[11] valid_0's poisson: -101.565 valid_0's tweedie: 258.185
[12] valid_0's poisson: -102.172 valid_0's tweedie: 257.759
[13] valid_0's poisson: -102.7 valid_0's tweedie: 257.387
[14] valid_0's poisson: -103.202 valid_0's tweedie: 257.032
[15] valid_0's poisson: -103.646 valid_0's tweedie: 256.716
[16] valid_0's poisson: -104.058 valid_0's tweedie: 256.423
[17] valid_0's poisson: -104.413 valid_0's tweedie: 256.168
[18] valid_0's poisson: -104.758 valid_0's tweedie: 255.92
[19] valid_0's poisson: -105.078 valid_0's tweedie: 255.689
[20] valid_0's poisson: -105.373 valid_0's tweedie: 255.478
[21] valid_0's poisson: -105.642 valid_0's tweedie: 255.282
[22] valid_0's poisson: -105.916 valid_0's tweedie: 255.084
[23] valid_0's poisson: -106.141 valid_0's tweedie: 254.92
[24] valid_0's poisson: -106.348 valid_0's tweedie: 254.768
[25] valid_0's poisson: -106.561 valid_0's tweedie: 254.612
[26] valid_0's poisson: -106.735 valid_0's tweedie: 254.484
[27] valid_0's poisson: -106.914 valid_0's tweedie: 254.353
[28] valid_0's poisson: -107.059 valid_0's tweedie: 254.245
[29] valid_0's poisson: -107.199 valid_0's tweedie: 254.142
[30] valid_0's poisson: -107.326 valid_0's tweedie: 254.047
[31] valid_0's poisson: -107.442 valid_0's tweedie: 253.961
[32] valid_0's poisson: -107.559 valid_0's tweedie: 253.874
[33] valid_0's poisson: -107.653 valid_0's tweedie: 253.802
[34] valid_0's poisson: -107.749 valid_0's tweedie: 253.73
[35] valid_0's poisson: -107.84 valid_0's tweedie: 253.662
[36] valid_0's poisson: -107.92 valid_0's tweedie: 253.602
[37] valid_0's poisson: -107.999 valid_0's tweedie: 253.543
[38] valid_0's poisson: -108.065 valid_0's tweedie: 253.492
[39] valid_0's poisson: -108.125 valid_0's tweedie: 253.446
[40] valid_0's poisson: -108.189 valid_0's tweedie: 253.399
[41] valid_0's poisson: -108.244 valid_0's tweedie: 253.356
[42] valid_0's poisson: -108.29 valid_0's tweedie: 253.321
[43] valid_0's poisson: -108.337 valid_0's tweedie: 253.285
[44] valid_0's poisson: -108.378 valid_0's tweedie: 253.254
[45] valid_0's poisson: -108.425 valid_0's tweedie: 253.219
[46] valid_0's poisson: -108.46 valid_0's tweedie: 253.193
[47] valid_0's poisson: -108.5 valid_0's tweedie: 253.163
[48] valid_0's poisson: -108.539 valid_0's tweedie: 253.135
[49] valid_0's poisson: -108.576 valid_0's tweedie: 253.108
[50] valid_0's poisson: -108.605 valid_0's tweedie: 253.086
[51] valid_0's poisson: -108.63 valid_0's tweedie: 253.067
[52] valid_0's poisson: -108.655 valid_0's tweedie: 253.048
[53] valid_0's poisson: -108.69 valid_0's tweedie: 253.024
[54] valid_0's poisson: -108.709 valid_0's tweedie: 253.009
[55] valid_0's poisson: -108.732 valid_0's tweedie: 252.99
[56] valid_0's poisson: -108.755 valid_0's tweedie: 252.974
[57] valid_0's poisson: -108.773 valid_0's tweedie: 252.961
[58] valid_0's poisson: -108.791 valid_0's tweedie: 252.946
[59] valid_0's poisson: -108.808 valid_0's tweedie: 252.934
[60] valid_0's poisson: -108.829 valid_0's tweedie: 252.919
[61] valid_0's poisson: -108.846 valid_0's tweedie: 252.907
[62] valid_0's poisson: -108.861 valid_0's tweedie: 252.896
[63] valid_0's poisson: -108.875 valid_0's tweedie: 252.884
[64] valid_0's poisson: -108.891 valid_0's tweedie: 252.872
[65] valid_0's poisson: -108.902 valid_0's tweedie: 252.865
[66] valid_0's poisson: -108.92 valid_0's tweedie: 252.852
[67] valid_0's poisson: -108.942 valid_0's tweedie: 252.837
[68] valid_0's poisson: -108.955 valid_0's tweedie: 252.827
[69] valid_0's poisson: -108.976 valid_0's tweedie: 252.813
[70] valid_0's poisson: -108.987 valid_0's tweedie: 252.805
[71] valid_0's poisson: -109.004 valid_0's tweedie: 252.793
[72] valid_0's poisson: -109.016 valid_0's tweedie: 252.784
[73] valid_0's poisson: -109.028 valid_0's tweedie: 252.776
[74] valid_0's poisson: -109.032 valid_0's tweedie: 252.773
[75] valid_0's poisson: -109.054 valid_0's tweedie: 252.758
[76] valid_0's poisson: -109.065 valid_0's tweedie: 252.75
[77] valid_0's poisson: -109.073 valid_0's tweedie: 252.745
[78] valid_0's poisson: -109.076 valid_0's tweedie: 252.742
[79] valid_0's poisson: -109.093 valid_0's tweedie: 252.73
[80] valid_0's poisson: -109.098 valid_0's tweedie: 252.727
[81] valid_0's poisson: -109.108 valid_0's tweedie: 252.72
[82] valid_0's poisson: -109.118 valid_0's tweedie: 252.713
[83] valid_0's poisson: -109.135 valid_0's tweedie: 252.702
[84] valid_0's poisson: -109.149 valid_0's tweedie: 252.693
[85] valid_0's poisson: -109.154 valid_0's tweedie: 252.689
[86] valid_0's poisson: -109.158 valid_0's tweedie: 252.686
[87] valid_0's poisson: -109.168 valid_0's tweedie: 252.679
[88] valid_0's poisson: -109.176 valid_0's tweedie: 252.673
[89] valid_0's poisson: -109.187 valid_0's tweedie: 252.665
[90] valid_0's poisson: -109.191 valid_0's tweedie: 252.663
[91] valid_0's poisson: -109.199 valid_0's tweedie: 252.658
[92] valid_0's poisson: -109.2 valid_0's tweedie: 252.657
[93] valid_0's poisson: -109.209 valid_0's tweedie: 252.651
[94] valid_0's poisson: -109.223 valid_0's tweedie: 252.641
[95] valid_0's poisson: -109.233 valid_0's tweedie: 252.634
[96] valid_0's poisson: -109.239 valid_0's tweedie: 252.629
[97] valid_0's poisson: -109.242 valid_0's tweedie: 252.628
[98] valid_0's poisson: -109.248 valid_0's tweedie: 252.623
[99] valid_0's poisson: -109.252 valid_0's tweedie: 252.621
[100] valid_0's poisson: -109.256 valid_0's tweedie: 252.618
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=0.0625, max_depth=5, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -89.5194 valid_0's tweedie: 266.518
[2] valid_0's poisson: -91.5298 valid_0's tweedie: 265.126
[3] valid_0's poisson: -93.2709 valid_0's tweedie: 263.924
[4] valid_0's poisson: -94.784 valid_0's tweedie: 262.882
[5] valid_0's poisson: -96.112 valid_0's tweedie: 261.967
[6] valid_0's poisson: -97.2836 valid_0's tweedie: 261.16
[7] valid_0's poisson: -98.3346 valid_0's tweedie: 260.434
[8] valid_0's poisson: -99.274 valid_0's tweedie: 259.784
[9] valid_0's poisson: -100.102 valid_0's tweedie: 259.21
[10] valid_0's poisson: -100.852 valid_0's tweedie: 258.687
[11] valid_0's poisson: -101.501 valid_0's tweedie: 258.233
[12] valid_0's poisson: -102.092 valid_0's tweedie: 257.818
[13] valid_0's poisson: -102.635 valid_0's tweedie: 257.436
[14] valid_0's poisson: -103.118 valid_0's tweedie: 257.094
[15] valid_0's poisson: -103.556 valid_0's tweedie: 256.783
[16] valid_0's poisson: -103.972 valid_0's tweedie: 256.487
[17] valid_0's poisson: -104.349 valid_0's tweedie: 256.216
[18] valid_0's poisson: -104.697 valid_0's tweedie: 255.967
[19] valid_0's poisson: -105.012 valid_0's tweedie: 255.739
[20] valid_0's poisson: -105.304 valid_0's tweedie: 255.528
[21] valid_0's poisson: -105.608 valid_0's tweedie: 255.309
[22] valid_0's poisson: -105.85 valid_0's tweedie: 255.132
[23] valid_0's poisson: -106.064 valid_0's tweedie: 254.975
[24] valid_0's poisson: -106.293 valid_0's tweedie: 254.809
[25] valid_0's poisson: -106.487 valid_0's tweedie: 254.666
[26] valid_0's poisson: -106.681 valid_0's tweedie: 254.524
[27] valid_0's poisson: -106.842 valid_0's tweedie: 254.404
[28] valid_0's poisson: -106.992 valid_0's tweedie: 254.293
[29] valid_0's poisson: -107.149 valid_0's tweedie: 254.177
[30] valid_0's poisson: -107.284 valid_0's tweedie: 254.077
[31] valid_0's poisson: -107.404 valid_0's tweedie: 253.988
[32] valid_0's poisson: -107.511 valid_0's tweedie: 253.909
[33] valid_0's poisson: -107.619 valid_0's tweedie: 253.828
[34] valid_0's poisson: -107.718 valid_0's tweedie: 253.753
[35] valid_0's poisson: -107.802 valid_0's tweedie: 253.69
[36] valid_0's poisson: -107.882 valid_0's tweedie: 253.629
[37] valid_0's poisson: -107.96 valid_0's tweedie: 253.57
[38] valid_0's poisson: -108.026 valid_0's tweedie: 253.521
[39] valid_0's poisson: -108.094 valid_0's tweedie: 253.469
[40] valid_0's poisson: -108.152 valid_0's tweedie: 253.425
[41] valid_0's poisson: -108.209 valid_0's tweedie: 253.383
[42] valid_0's poisson: -108.262 valid_0's tweedie: 253.343
[43] valid_0's poisson: -108.319 valid_0's tweedie: 253.301
[44] valid_0's poisson: -108.362 valid_0's tweedie: 253.268
[45] valid_0's poisson: -108.408 valid_0's tweedie: 253.234
[46] valid_0's poisson: -108.447 valid_0's tweedie: 253.204
[47] valid_0's poisson: -108.482 valid_0's tweedie: 253.177
[48] valid_0's poisson: -108.518 valid_0's tweedie: 253.151
[49] valid_0's poisson: -108.549 valid_0's tweedie: 253.128
[50] valid_0's poisson: -108.592 valid_0's tweedie: 253.097
[51] valid_0's poisson: -108.617 valid_0's tweedie: 253.078
[52] valid_0's poisson: -108.64 valid_0's tweedie: 253.06
[53] valid_0's poisson: -108.662 valid_0's tweedie: 253.043
[54] valid_0's poisson: -108.684 valid_0's tweedie: 253.027
[55] valid_0's poisson: -108.714 valid_0's tweedie: 253.004
[56] valid_0's poisson: -108.734 valid_0's tweedie: 252.99
[57] valid_0's poisson: -108.754 valid_0's tweedie: 252.975
[58] valid_0's poisson: -108.774 valid_0's tweedie: 252.96
[59] valid_0's poisson: -108.793 valid_0's tweedie: 252.946
[60] valid_0's poisson: -108.81 valid_0's tweedie: 252.933
[61] valid_0's poisson: -108.838 valid_0's tweedie: 252.913
[62] valid_0's poisson: -108.856 valid_0's tweedie: 252.9
[63] valid_0's poisson: -108.871 valid_0's tweedie: 252.889
[64] valid_0's poisson: -108.896 valid_0's tweedie: 252.872
[65] valid_0's poisson: -108.908 valid_0's tweedie: 252.863
[66] valid_0's poisson: -108.935 valid_0's tweedie: 252.845
[67] valid_0's poisson: -108.946 valid_0's tweedie: 252.837
[68] valid_0's poisson: -108.963 valid_0's tweedie: 252.825
[69] valid_0's poisson: -108.98 valid_0's tweedie: 252.813
[70] valid_0's poisson: -109.001 valid_0's tweedie: 252.799
[71] valid_0's poisson: -109.013 valid_0's tweedie: 252.79
[72] valid_0's poisson: -109.02 valid_0's tweedie: 252.785
[73] valid_0's poisson: -109.033 valid_0's tweedie: 252.775
[74] valid_0's poisson: -109.05 valid_0's tweedie: 252.764
[75] valid_0's poisson: -109.058 valid_0's tweedie: 252.758
[76] valid_0's poisson: -109.066 valid_0's tweedie: 252.752
[77] valid_0's poisson: -109.078 valid_0's tweedie: 252.743
[78] valid_0's poisson: -109.083 valid_0's tweedie: 252.74
[79] valid_0's poisson: -109.094 valid_0's tweedie: 252.732
[80] valid_0's poisson: -109.11 valid_0's tweedie: 252.721
[81] valid_0's poisson: -109.122 valid_0's tweedie: 252.713
[82] valid_0's poisson: -109.13 valid_0's tweedie: 252.707
[83] valid_0's poisson: -109.138 valid_0's tweedie: 252.701
[84] valid_0's poisson: -109.148 valid_0's tweedie: 252.693
[85] valid_0's poisson: -109.153 valid_0's tweedie: 252.69
[86] valid_0's poisson: -109.162 valid_0's tweedie: 252.684
[87] valid_0's poisson: -109.18 valid_0's tweedie: 252.671
[88] valid_0's poisson: -109.184 valid_0's tweedie: 252.669
[89] valid_0's poisson: -109.195 valid_0's tweedie: 252.661
[90] valid_0's poisson: -109.203 valid_0's tweedie: 252.656
[91] valid_0's poisson: -109.206 valid_0's tweedie: 252.653
[92] valid_0's poisson: -109.218 valid_0's tweedie: 252.645
[93] valid_0's poisson: -109.221 valid_0's tweedie: 252.643
[94] valid_0's poisson: -109.224 valid_0's tweedie: 252.641
[95] valid_0's poisson: -109.235 valid_0's tweedie: 252.633
[96] valid_0's poisson: -109.24 valid_0's tweedie: 252.63
[97] valid_0's poisson: -109.242 valid_0's tweedie: 252.629
[98] valid_0's poisson: -109.251 valid_0's tweedie: 252.623
[99] valid_0's poisson: -109.253 valid_0's tweedie: 252.622
[100] valid_0's poisson: -109.266 valid_0's tweedie: 252.613
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=0.0625, max_depth=5, tweedie_variance_power=1.1; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -102.362 valid_0's tweedie: 21.115
[2] valid_0's poisson: -104.99 valid_0's tweedie: 16.7302
[3] valid_0's poisson: -106.404 valid_0's tweedie: 15.2986
[4] valid_0's poisson: -107.05 valid_0's tweedie: 14.8661
[5] valid_0's poisson: -107.357 valid_0's tweedie: 14.7597
[6] valid_0's poisson: -107.68 valid_0's tweedie: 14.738
[7] valid_0's poisson: -107.788 valid_0's tweedie: 14.7814
[8] valid_0's poisson: -107.921 valid_0's tweedie: 14.834
[9] valid_0's poisson: -108.08 valid_0's tweedie: 14.822
[10] valid_0's poisson: -108.12 valid_0's tweedie: 14.8166
[11] valid_0's poisson: -108.082 valid_0's tweedie: 14.8299
[12] valid_0's poisson: -108.115 valid_0's tweedie: 14.8238
[13] valid_0's poisson: -108.208 valid_0's tweedie: 14.8171
[14] valid_0's poisson: -108.225 valid_0's tweedie: 14.8636
[15] valid_0's poisson: -108.262 valid_0's tweedie: 14.8558
[16] valid_0's poisson: -108.267 valid_0's tweedie: 14.8507
[17] valid_0's poisson: -108.273 valid_0's tweedie: 14.8425
[18] valid_0's poisson: -108.311 valid_0's tweedie: 14.8513
[19] valid_0's poisson: -108.331 valid_0's tweedie: 14.8537
[20] valid_0's poisson: -108.332 valid_0's tweedie: 14.8695
[21] valid_0's poisson: -108.399 valid_0's tweedie: 14.8639
[22] valid_0's poisson: -108.404 valid_0's tweedie: 14.8694
[23] valid_0's poisson: -108.423 valid_0's tweedie: 14.9049
[24] valid_0's poisson: -108.422 valid_0's tweedie: 14.9267
[25] valid_0's poisson: -108.424 valid_0's tweedie: 14.9287
[26] valid_0's poisson: -108.418 valid_0's tweedie: 15.0388
[27] valid_0's poisson: -108.485 valid_0's tweedie: 14.9819
[28] valid_0's poisson: -108.478 valid_0's tweedie: 15.1184
[29] valid_0's poisson: -108.456 valid_0's tweedie: 15.1728
[30] valid_0's poisson: -108.485 valid_0's tweedie: 15.214
[31] valid_0's poisson: -108.472 valid_0's tweedie: 15.5826
[32] valid_0's poisson: -108.469 valid_0's tweedie: 15.5499
[33] valid_0's poisson: -108.462 valid_0's tweedie: 15.5615
[34] valid_0's poisson: -108.456 valid_0's tweedie: 15.4823
[35] valid_0's poisson: -108.471 valid_0's tweedie: 15.5119
[36] valid_0's poisson: -108.474 valid_0's tweedie: 15.51
[37] valid_0's poisson: -108.511 valid_0's tweedie: 15.5483
[38] valid_0's poisson: -108.523 valid_0's tweedie: 15.735
[39] valid_0's poisson: -108.515 valid_0's tweedie: 15.7283
[40] valid_0's poisson: -108.506 valid_0's tweedie: 15.7396
[41] valid_0's poisson: -108.501 valid_0's tweedie: 16.2344
[42] valid_0's poisson: -108.499 valid_0's tweedie: 16.336
[43] valid_0's poisson: -108.497 valid_0's tweedie: 16.3556
[44] valid_0's poisson: -108.49 valid_0's tweedie: 16.2469
[45] valid_0's poisson: -108.479 valid_0's tweedie: 16.9431
[46] valid_0's poisson: -108.471 valid_0's tweedie: 17.7527
[47] valid_0's poisson: -108.466 valid_0's tweedie: 17.802
[48] valid_0's poisson: -108.503 valid_0's tweedie: 17.8625
[49] valid_0's poisson: -108.504 valid_0's tweedie: 18.001
[50] valid_0's poisson: -108.504 valid_0's tweedie: 17.6217
[51] valid_0's poisson: -108.455 valid_0's tweedie: 17.7168
[52] valid_0's poisson: -108.437 valid_0's tweedie: 17.792
[53] valid_0's poisson: -108.444 valid_0's tweedie: 17.6071
[54] valid_0's poisson: -108.431 valid_0's tweedie: 18.2174
[55] valid_0's poisson: -108.403 valid_0's tweedie: 18.1504
[56] valid_0's poisson: -108.384 valid_0's tweedie: 18.1488
[57] valid_0's poisson: -108.391 valid_0's tweedie: 18.2105
[58] valid_0's poisson: -108.413 valid_0's tweedie: 18.3981
[59] valid_0's poisson: -108.395 valid_0's tweedie: 18.3852
[60] valid_0's poisson: -108.435 valid_0's tweedie: 18.4594
[61] valid_0's poisson: -108.436 valid_0's tweedie: 18.4648
[62] valid_0's poisson: -108.433 valid_0's tweedie: 18.7116
[63] valid_0's poisson: -108.438 valid_0's tweedie: 18.7122
[64] valid_0's poisson: -108.424 valid_0's tweedie: 27.2686
[65] valid_0's poisson: -108.421 valid_0's tweedie: 22.1151
[66] valid_0's poisson: -108.418 valid_0's tweedie: 20.0992
[67] valid_0's poisson: -108.409 valid_0's tweedie: 20.446
[68] valid_0's poisson: -108.425 valid_0's tweedie: 19.8353
[69] valid_0's poisson: -108.428 valid_0's tweedie: 19.8528
[70] valid_0's poisson: -108.435 valid_0's tweedie: 21.1921
[71] valid_0's poisson: -108.424 valid_0's tweedie: 22.1849
[72] valid_0's poisson: -108.425 valid_0's tweedie: 21.6424
[73] valid_0's poisson: -108.368 valid_0's tweedie: 22.1937
[74] valid_0's poisson: -108.379 valid_0's tweedie: 21.0972
[75] valid_0's poisson: -108.38 valid_0's tweedie: 45.8327
[76] valid_0's poisson: -108.382 valid_0's tweedie: 43.6972
[77] valid_0's poisson: -108.379 valid_0's tweedie: 41.7677
[78] valid_0's poisson: -108.379 valid_0's tweedie: 39.7901
[79] valid_0's poisson: -108.378 valid_0's tweedie: 38.5604
[80] valid_0's poisson: -108.371 valid_0's tweedie: 38.751
[81] valid_0's poisson: -108.384 valid_0's tweedie: 39.3987
[82] valid_0's poisson: -108.399 valid_0's tweedie: 39.2498
[83] valid_0's poisson: -108.385 valid_0's tweedie: 39.2744
[84] valid_0's poisson: -108.395 valid_0's tweedie: 39.2495
[85] valid_0's poisson: -108.395 valid_0's tweedie: 51.1892
[86] valid_0's poisson: -108.391 valid_0's tweedie: 48.0208
[87] valid_0's poisson: -108.385 valid_0's tweedie: 55.0389
[88] valid_0's poisson: -108.377 valid_0's tweedie: 53.2613
[89] valid_0's poisson: -108.381 valid_0's tweedie: 54.5687
[90] valid_0's poisson: -108.368 valid_0's tweedie: 53.6571
[91] valid_0's poisson: -108.357 valid_0's tweedie: 53.8435
[92] valid_0's poisson: -108.349 valid_0's tweedie: 53.9167
[93] valid_0's poisson: -108.34 valid_0's tweedie: 48.9259
[94] valid_0's poisson: -108.356 valid_0's tweedie: 49.3135
[95] valid_0's poisson: -108.361 valid_0's tweedie: 49.3796
[96] valid_0's poisson: -108.356 valid_0's tweedie: 50.0353
[97] valid_0's poisson: -108.341 valid_0's tweedie: 88.9363
[98] valid_0's poisson: -108.331 valid_0's tweedie: 82.0297
[99] valid_0's poisson: -108.346 valid_0's tweedie: 81.6726
[100] valid_0's poisson: -108.329 valid_0's tweedie: 83.1641
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=5, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -102.398 valid_0's tweedie: 21.1944
[2] valid_0's poisson: -105.178 valid_0's tweedie: 16.7549
[3] valid_0's poisson: -106.412 valid_0's tweedie: 15.296
[4] valid_0's poisson: -106.895 valid_0's tweedie: 14.8494
[5] valid_0's poisson: -107.346 valid_0's tweedie: 14.7729
[6] valid_0's poisson: -107.512 valid_0's tweedie: 14.7776
[7] valid_0's poisson: -107.645 valid_0's tweedie: 14.7689
[8] valid_0's poisson: -107.974 valid_0's tweedie: 14.7541
[9] valid_0's poisson: -107.987 valid_0's tweedie: 14.7535
[10] valid_0's poisson: -108.03 valid_0's tweedie: 14.7556
[11] valid_0's poisson: -108.033 valid_0's tweedie: 14.7652
[12] valid_0's poisson: -108.009 valid_0's tweedie: 14.758
[13] valid_0's poisson: -108.033 valid_0's tweedie: 14.7829
[14] valid_0's poisson: -108.035 valid_0's tweedie: 14.7838
[15] valid_0's poisson: -108.088 valid_0's tweedie: 14.7902
[16] valid_0's poisson: -108.166 valid_0's tweedie: 14.9118
[17] valid_0's poisson: -108.18 valid_0's tweedie: 15.2707
[18] valid_0's poisson: -108.181 valid_0's tweedie: 15.4749
[19] valid_0's poisson: -108.185 valid_0's tweedie: 15.4792
[20] valid_0's poisson: -108.197 valid_0's tweedie: 15.3918
[21] valid_0's poisson: -108.214 valid_0's tweedie: 15.3905
[22] valid_0's poisson: -108.207 valid_0's tweedie: 16.5876
[23] valid_0's poisson: -108.234 valid_0's tweedie: 16.5667
[24] valid_0's poisson: -108.24 valid_0's tweedie: 17.0654
[25] valid_0's poisson: -108.242 valid_0's tweedie: 17.3107
[26] valid_0's poisson: -108.247 valid_0's tweedie: 16.7048
[27] valid_0's poisson: -108.236 valid_0's tweedie: 16.6147
[28] valid_0's poisson: -108.261 valid_0's tweedie: 16.6849
[29] valid_0's poisson: -108.299 valid_0's tweedie: 16.7045
[30] valid_0's poisson: -108.316 valid_0's tweedie: 16.7854
[31] valid_0's poisson: -108.342 valid_0's tweedie: 16.8268
[32] valid_0's poisson: -108.35 valid_0's tweedie: 16.8439
[33] valid_0's poisson: -108.347 valid_0's tweedie: 17.0958
[34] valid_0's poisson: -108.347 valid_0's tweedie: 16.8517
[35] valid_0's poisson: -108.363 valid_0's tweedie: 15.8129
[36] valid_0's poisson: -108.365 valid_0's tweedie: 16.1324
[37] valid_0's poisson: -108.367 valid_0's tweedie: 15.9217
[38] valid_0's poisson: -108.357 valid_0's tweedie: 15.9556
[39] valid_0's poisson: -108.371 valid_0's tweedie: 15.8612
[40] valid_0's poisson: -108.36 valid_0's tweedie: 15.8836
[41] valid_0's poisson: -108.369 valid_0's tweedie: 15.8799
[42] valid_0's poisson: -108.352 valid_0's tweedie: 15.8912
[43] valid_0's poisson: -108.352 valid_0's tweedie: 15.8706
[44] valid_0's poisson: -108.342 valid_0's tweedie: 16.2892
[45] valid_0's poisson: -108.35 valid_0's tweedie: 16.2848
[46] valid_0's poisson: -108.387 valid_0's tweedie: 16.3831
[47] valid_0's poisson: -108.376 valid_0's tweedie: 16.4101
[48] valid_0's poisson: -108.369 valid_0's tweedie: 17.1497
[49] valid_0's poisson: -108.36 valid_0's tweedie: 17.3454
[50] valid_0's poisson: -108.366 valid_0's tweedie: 17.7132
[51] valid_0's poisson: -108.363 valid_0's tweedie: 17.6176
[52] valid_0's poisson: -108.39 valid_0's tweedie: 19.3878
[53] valid_0's poisson: -108.397 valid_0's tweedie: 19.506
[54] valid_0's poisson: -108.385 valid_0's tweedie: 19.1162
[55] valid_0's poisson: -108.389 valid_0's tweedie: 18.5469
[56] valid_0's poisson: -108.403 valid_0's tweedie: 18.7019
[57] valid_0's poisson: -108.381 valid_0's tweedie: 18.7697
[58] valid_0's poisson: -108.389 valid_0's tweedie: 18.291
[59] valid_0's poisson: -108.382 valid_0's tweedie: 18.6305
[60] valid_0's poisson: -108.364 valid_0's tweedie: 19.0535
[61] valid_0's poisson: -108.343 valid_0's tweedie: 18.8923
[62] valid_0's poisson: -108.343 valid_0's tweedie: 19.0069
[63] valid_0's poisson: -108.344 valid_0's tweedie: 18.6749
[64] valid_0's poisson: -108.343 valid_0's tweedie: 18.7645
[65] valid_0's poisson: -108.342 valid_0's tweedie: 22.1853
[66] valid_0's poisson: -108.338 valid_0's tweedie: 62.7572
[67] valid_0's poisson: -108.328 valid_0's tweedie: 62.7888
[68] valid_0's poisson: -108.333 valid_0's tweedie: 52.9602
[69] valid_0's poisson: -108.329 valid_0's tweedie: 53.1546
[70] valid_0's poisson: -108.328 valid_0's tweedie: 54.2683
[71] valid_0's poisson: -108.283 valid_0's tweedie: 54.9239
[72] valid_0's poisson: -108.309 valid_0's tweedie: 54.4856
[73] valid_0's poisson: -108.307 valid_0's tweedie: 54.9289
[74] valid_0's poisson: -108.275 valid_0's tweedie: 55.0509
[75] valid_0's poisson: -108.266 valid_0's tweedie: 55.6003
[76] valid_0's poisson: -108.259 valid_0's tweedie: 57.3889
[77] valid_0's poisson: -108.254 valid_0's tweedie: 74.1336
[78] valid_0's poisson: -108.253 valid_0's tweedie: 73.099
[79] valid_0's poisson: -108.247 valid_0's tweedie: 72.446
[80] valid_0's poisson: -108.244 valid_0's tweedie: 72.1288
[81] valid_0's poisson: -108.26 valid_0's tweedie: 73.1209
[82] valid_0's poisson: -108.265 valid_0's tweedie: 80.785
[83] valid_0's poisson: -108.268 valid_0's tweedie: 80.5427
[84] valid_0's poisson: -108.266 valid_0's tweedie: 71.3544
[85] valid_0's poisson: -108.273 valid_0's tweedie: 83.8761
[86] valid_0's poisson: -108.252 valid_0's tweedie: 83.977
[87] valid_0's poisson: -108.245 valid_0's tweedie: 93.4413
[88] valid_0's poisson: -108.241 valid_0's tweedie: 92.815
[89] valid_0's poisson: -108.215 valid_0's tweedie: 113.576
[90] valid_0's poisson: -108.209 valid_0's tweedie: 112.969
[91] valid_0's poisson: -108.193 valid_0's tweedie: 100.535
[92] valid_0's poisson: -108.215 valid_0's tweedie: 100.683
[93] valid_0's poisson: -108.227 valid_0's tweedie: 117.243
[94] valid_0's poisson: -108.238 valid_0's tweedie: 153.364
[95] valid_0's poisson: -108.235 valid_0's tweedie: 131.948
[96] valid_0's poisson: -108.234 valid_0's tweedie: 127.35
[97] valid_0's poisson: -108.254 valid_0's tweedie: 140.266
[98] valid_0's poisson: -108.251 valid_0's tweedie: 143.541
[99] valid_0's poisson: -108.233 valid_0's tweedie: 143.898
[100] valid_0's poisson: -108.221 valid_0's tweedie: 141.342
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=5, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -102.268 valid_0's tweedie: 21.3473
[2] valid_0's poisson: -104.939 valid_0's tweedie: 16.8216
[3] valid_0's poisson: -106.293 valid_0's tweedie: 15.3258
[4] valid_0's poisson: -106.889 valid_0's tweedie: 14.9505
[5] valid_0's poisson: -107.214 valid_0's tweedie: 14.8138
[6] valid_0's poisson: -107.488 valid_0's tweedie: 14.7825
[7] valid_0's poisson: -107.766 valid_0's tweedie: 14.7756
[8] valid_0's poisson: -107.828 valid_0's tweedie: 14.7818
[9] valid_0's poisson: -107.92 valid_0's tweedie: 14.7801
[10] valid_0's poisson: -108.1 valid_0's tweedie: 14.7911
[11] valid_0's poisson: -108.093 valid_0's tweedie: 14.8628
[12] valid_0's poisson: -108.19 valid_0's tweedie: 14.8583
[13] valid_0's poisson: -108.212 valid_0's tweedie: 14.857
[14] valid_0's poisson: -108.26 valid_0's tweedie: 14.8558
[15] valid_0's poisson: -108.245 valid_0's tweedie: 14.8544
[16] valid_0's poisson: -108.225 valid_0's tweedie: 14.8639
[17] valid_0's poisson: -108.252 valid_0's tweedie: 14.8651
[18] valid_0's poisson: -108.254 valid_0's tweedie: 14.8595
[19] valid_0's poisson: -108.254 valid_0's tweedie: 14.8711
[20] valid_0's poisson: -108.265 valid_0's tweedie: 14.8572
[21] valid_0's poisson: -108.314 valid_0's tweedie: 14.8674
[22] valid_0's poisson: -108.338 valid_0's tweedie: 14.8651
[23] valid_0's poisson: -108.372 valid_0's tweedie: 14.8787
[24] valid_0's poisson: -108.348 valid_0's tweedie: 14.8828
[25] valid_0's poisson: -108.335 valid_0's tweedie: 14.873
[26] valid_0's poisson: -108.31 valid_0's tweedie: 14.9659
[27] valid_0's poisson: -108.322 valid_0's tweedie: 14.9668
[28] valid_0's poisson: -108.34 valid_0's tweedie: 14.9828
[29] valid_0's poisson: -108.338 valid_0's tweedie: 14.983
[30] valid_0's poisson: -108.311 valid_0's tweedie: 14.9902
[31] valid_0's poisson: -108.34 valid_0's tweedie: 15
[32] valid_0's poisson: -108.449 valid_0's tweedie: 15.0149
[33] valid_0's poisson: -108.43 valid_0's tweedie: 15.0648
[34] valid_0's poisson: -108.435 valid_0's tweedie: 15.074
[35] valid_0's poisson: -108.462 valid_0's tweedie: 15.0836
[36] valid_0's poisson: -108.47 valid_0's tweedie: 15.0751
[37] valid_0's poisson: -108.484 valid_0's tweedie: 15.2861
[38] valid_0's poisson: -108.476 valid_0's tweedie: 15.2538
[39] valid_0's poisson: -108.446 valid_0's tweedie: 15.2386
[40] valid_0's poisson: -108.373 valid_0's tweedie: 15.2723
[41] valid_0's poisson: -108.405 valid_0's tweedie: 15.2605
[42] valid_0's poisson: -108.42 valid_0's tweedie: 15.2621
[43] valid_0's poisson: -108.421 valid_0's tweedie: 15.3192
[44] valid_0's poisson: -108.408 valid_0's tweedie: 15.4937
[45] valid_0's poisson: -108.406 valid_0's tweedie: 15.6576
[46] valid_0's poisson: -108.409 valid_0's tweedie: 15.7071
[47] valid_0's poisson: -108.377 valid_0's tweedie: 15.6063
[48] valid_0's poisson: -108.379 valid_0's tweedie: 15.6119
[49] valid_0's poisson: -108.384 valid_0's tweedie: 15.5888
[50] valid_0's poisson: -108.377 valid_0's tweedie: 15.5874
[51] valid_0's poisson: -108.391 valid_0's tweedie: 15.5504
[52] valid_0's poisson: -108.394 valid_0's tweedie: 15.62
[53] valid_0's poisson: -108.398 valid_0's tweedie: 15.6489
[54] valid_0's poisson: -108.399 valid_0's tweedie: 15.6095
[55] valid_0's poisson: -108.392 valid_0's tweedie: 15.5802
[56] valid_0's poisson: -108.428 valid_0's tweedie: 15.5839
[57] valid_0's poisson: -108.39 valid_0's tweedie: 15.5757
[58] valid_0's poisson: -108.409 valid_0's tweedie: 15.5759
[59] valid_0's poisson: -108.384 valid_0's tweedie: 15.5873
[60] valid_0's poisson: -108.389 valid_0's tweedie: 15.5744
[61] valid_0's poisson: -108.386 valid_0's tweedie: 15.7106
[62] valid_0's poisson: -108.377 valid_0's tweedie: 15.9091
[63] valid_0's poisson: -108.387 valid_0's tweedie: 16.2153
[64] valid_0's poisson: -108.379 valid_0's tweedie: 16.4359
[65] valid_0's poisson: -108.382 valid_0's tweedie: 16.3517
[66] valid_0's poisson: -108.397 valid_0's tweedie: 16.2967
[67] valid_0's poisson: -108.404 valid_0's tweedie: 16.398
[68] valid_0's poisson: -108.388 valid_0's tweedie: 16.9583
[69] valid_0's poisson: -108.397 valid_0's tweedie: 16.938
[70] valid_0's poisson: -108.397 valid_0's tweedie: 16.8552
[71] valid_0's poisson: -108.422 valid_0's tweedie: 16.9267
[72] valid_0's poisson: -108.402 valid_0's tweedie: 17.3527
[73] valid_0's poisson: -108.383 valid_0's tweedie: 17.3573
[74] valid_0's poisson: -108.393 valid_0's tweedie: 17.3025
[75] valid_0's poisson: -108.409 valid_0's tweedie: 17.1344
[76] valid_0's poisson: -108.42 valid_0's tweedie: 17.1739
[77] valid_0's poisson: -108.409 valid_0's tweedie: 17.5085
[78] valid_0's poisson: -108.395 valid_0's tweedie: 17.6243
[79] valid_0's poisson: -108.392 valid_0's tweedie: 17.6073
[80] valid_0's poisson: -108.395 valid_0's tweedie: 17.5268
[81] valid_0's poisson: -108.394 valid_0's tweedie: 17.736
[82] valid_0's poisson: -108.382 valid_0's tweedie: 17.6723
[83] valid_0's poisson: -108.364 valid_0's tweedie: 18.195
[84] valid_0's poisson: -108.374 valid_0's tweedie: 18.4033
[85] valid_0's poisson: -108.37 valid_0's tweedie: 18.3895
[86] valid_0's poisson: -108.37 valid_0's tweedie: 19.024
[87] valid_0's poisson: -108.36 valid_0's tweedie: 18.646
[88] valid_0's poisson: -108.363 valid_0's tweedie: 19.0485
[89] valid_0's poisson: -108.348 valid_0's tweedie: 19.1826
[90] valid_0's poisson: -108.344 valid_0's tweedie: 18.9043
[91] valid_0's poisson: -108.335 valid_0's tweedie: 18.9288
[92] valid_0's poisson: -108.32 valid_0's tweedie: 20.2659
[93] valid_0's poisson: -108.325 valid_0's tweedie: 20.4333
[94] valid_0's poisson: -108.324 valid_0's tweedie: 23.2989
[95] valid_0's poisson: -108.312 valid_0's tweedie: 22.0375
[96] valid_0's poisson: -108.3 valid_0's tweedie: 22.0654
[97] valid_0's poisson: -108.283 valid_0's tweedie: 23.9732
[98] valid_0's poisson: -108.266 valid_0's tweedie: 24.1565
[99] valid_0's poisson: -108.236 valid_0's tweedie: 24.1162
[100] valid_0's poisson: -108.215 valid_0's tweedie: 24.493
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=5, tweedie_variance_power=1.9; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -102.295 valid_0's tweedie: 20.5448
[2] valid_0's poisson: -104.813 valid_0's tweedie: 16.5152
[3] valid_0's poisson: -106.187 valid_0's tweedie: 15.2027
[4] valid_0's poisson: -107.065 valid_0's tweedie: 14.8258
[5] valid_0's poisson: -107.616 valid_0's tweedie: 14.7385
[6] valid_0's poisson: -107.746 valid_0's tweedie: 14.7264
[7] valid_0's poisson: -108.122 valid_0's tweedie: 14.7332
[8] valid_0's poisson: -108.131 valid_0's tweedie: 14.731
[9] valid_0's poisson: -108.276 valid_0's tweedie: 14.722
[10] valid_0's poisson: -108.323 valid_0's tweedie: 14.8184
[11] valid_0's poisson: -108.394 valid_0's tweedie: 14.8081
[12] valid_0's poisson: -108.382 valid_0's tweedie: 14.7612
[13] valid_0's poisson: -108.467 valid_0's tweedie: 14.7524
[14] valid_0's poisson: -108.449 valid_0's tweedie: 14.7389
[15] valid_0's poisson: -108.483 valid_0's tweedie: 14.7378
[16] valid_0's poisson: -108.5 valid_0's tweedie: 14.7378
[17] valid_0's poisson: -108.517 valid_0's tweedie: 14.7464
[18] valid_0's poisson: -108.568 valid_0's tweedie: 14.7394
[19] valid_0's poisson: -108.55 valid_0's tweedie: 14.7562
[20] valid_0's poisson: -108.538 valid_0's tweedie: 14.7617
[21] valid_0's poisson: -108.571 valid_0's tweedie: 14.7739
[22] valid_0's poisson: -108.559 valid_0's tweedie: 14.7725
[23] valid_0's poisson: -108.544 valid_0's tweedie: 14.7725
[24] valid_0's poisson: -108.553 valid_0's tweedie: 14.7701
[25] valid_0's poisson: -108.584 valid_0's tweedie: 14.7758
[26] valid_0's poisson: -108.598 valid_0's tweedie: 14.7801
[27] valid_0's poisson: -108.603 valid_0's tweedie: 14.7783
[28] valid_0's poisson: -108.655 valid_0's tweedie: 14.7716
[29] valid_0's poisson: -108.675 valid_0's tweedie: 14.7688
[30] valid_0's poisson: -108.688 valid_0's tweedie: 14.7717
[31] valid_0's poisson: -108.738 valid_0's tweedie: 14.783
[32] valid_0's poisson: -108.749 valid_0's tweedie: 14.8252
[33] valid_0's poisson: -108.748 valid_0's tweedie: 14.8694
[34] valid_0's poisson: -108.737 valid_0's tweedie: 15.3096
[35] valid_0's poisson: -108.748 valid_0's tweedie: 15.0672
[36] valid_0's poisson: -108.728 valid_0's tweedie: 15.1303
[37] valid_0's poisson: -108.722 valid_0's tweedie: 15.1759
[38] valid_0's poisson: -108.734 valid_0's tweedie: 15.1814
[39] valid_0's poisson: -108.734 valid_0's tweedie: 15.2067
[40] valid_0's poisson: -108.7 valid_0's tweedie: 15.2081
[41] valid_0's poisson: -108.691 valid_0's tweedie: 15.2109
[42] valid_0's poisson: -108.681 valid_0's tweedie: 15.5536
[43] valid_0's poisson: -108.691 valid_0's tweedie: 15.5208
[44] valid_0's poisson: -108.713 valid_0's tweedie: 15.4565
[45] valid_0's poisson: -108.717 valid_0's tweedie: 15.6404
[46] valid_0's poisson: -108.709 valid_0's tweedie: 15.7576
[47] valid_0's poisson: -108.713 valid_0's tweedie: 15.7688
[48] valid_0's poisson: -108.722 valid_0's tweedie: 15.81
[49] valid_0's poisson: -108.66 valid_0's tweedie: 15.8139
[50] valid_0's poisson: -108.677 valid_0's tweedie: 15.8598
[51] valid_0's poisson: -108.697 valid_0's tweedie: 15.9032
[52] valid_0's poisson: -108.694 valid_0's tweedie: 15.8916
[53] valid_0's poisson: -108.687 valid_0's tweedie: 15.8844
[54] valid_0's poisson: -108.693 valid_0's tweedie: 15.8836
[55] valid_0's poisson: -108.688 valid_0's tweedie: 15.8629
[56] valid_0's poisson: -108.738 valid_0's tweedie: 15.8814
[57] valid_0's poisson: -108.733 valid_0's tweedie: 16.4506
[58] valid_0's poisson: -108.759 valid_0's tweedie: 17.1637
[59] valid_0's poisson: -108.768 valid_0's tweedie: 16.6511
[60] valid_0's poisson: -108.767 valid_0's tweedie: 17.2387
[61] valid_0's poisson: -108.767 valid_0's tweedie: 17.2164
[62] valid_0's poisson: -108.761 valid_0's tweedie: 16.7388
[63] valid_0's poisson: -108.745 valid_0's tweedie: 16.7734
[64] valid_0's poisson: -108.715 valid_0's tweedie: 16.8154
[65] valid_0's poisson: -108.699 valid_0's tweedie: 16.8021
[66] valid_0's poisson: -108.717 valid_0's tweedie: 16.8129
[67] valid_0's poisson: -108.739 valid_0's tweedie: 17.099
[68] valid_0's poisson: -108.731 valid_0's tweedie: 17.3621
[69] valid_0's poisson: -108.735 valid_0's tweedie: 16.8933
[70] valid_0's poisson: -108.74 valid_0's tweedie: 17.0128
[71] valid_0's poisson: -108.717 valid_0's tweedie: 16.9962
[72] valid_0's poisson: -108.682 valid_0's tweedie: 17.4788
[73] valid_0's poisson: -108.681 valid_0's tweedie: 17.4518
[74] valid_0's poisson: -108.706 valid_0's tweedie: 26.998
[75] valid_0's poisson: -108.691 valid_0's tweedie: 27.9698
[76] valid_0's poisson: -108.676 valid_0's tweedie: 28.3281
[77] valid_0's poisson: -108.68 valid_0's tweedie: 27.591
[78] valid_0's poisson: -108.673 valid_0's tweedie: 26.5437
[79] valid_0's poisson: -108.671 valid_0's tweedie: 26.8136
[80] valid_0's poisson: -108.673 valid_0's tweedie: 27.2011
[81] valid_0's poisson: -108.665 valid_0's tweedie: 26.598
[82] valid_0's poisson: -108.645 valid_0's tweedie: 27.857
[83] valid_0's poisson: -108.637 valid_0's tweedie: 27.8808
[84] valid_0's poisson: -108.639 valid_0's tweedie: 27.7947
[85] valid_0's poisson: -108.642 valid_0's tweedie: 27.7156
[86] valid_0's poisson: -108.641 valid_0's tweedie: 29.1609
[87] valid_0's poisson: -108.604 valid_0's tweedie: 29.1499
[88] valid_0's poisson: -108.617 valid_0's tweedie: 32.5418
[89] valid_0's poisson: -108.598 valid_0's tweedie: 32.9156
[90] valid_0's poisson: -108.656 valid_0's tweedie: 33.1332
[91] valid_0's poisson: -108.654 valid_0's tweedie: 32.7778
[92] valid_0's poisson: -108.646 valid_0's tweedie: 28.4529
[93] valid_0's poisson: -108.656 valid_0's tweedie: 28.8647
[94] valid_0's poisson: -108.64 valid_0's tweedie: 29.9013
[95] valid_0's poisson: -108.625 valid_0's tweedie: 29.3961
[96] valid_0's poisson: -108.623 valid_0's tweedie: 29.4417
[97] valid_0's poisson: -108.606 valid_0's tweedie: 29.1262
[98] valid_0's poisson: -108.616 valid_0's tweedie: 30.8495
[99] valid_0's poisson: -108.617 valid_0's tweedie: 34.679
[100] valid_0's poisson: -108.605 valid_0's tweedie: 35.6487
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=5, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -102.302 valid_0's tweedie: 20.7414
[2] valid_0's poisson: -104.926 valid_0's tweedie: 16.6046
[3] valid_0's poisson: -105.986 valid_0's tweedie: 15.2569
[4] valid_0's poisson: -106.698 valid_0's tweedie: 14.8892
[5] valid_0's poisson: -106.853 valid_0's tweedie: 14.8011
[6] valid_0's poisson: -107.242 valid_0's tweedie: 14.775
[7] valid_0's poisson: -107.253 valid_0's tweedie: 14.7887
[8] valid_0's poisson: -107.631 valid_0's tweedie: 14.7583
[9] valid_0's poisson: -107.659 valid_0's tweedie: 14.7726
[10] valid_0's poisson: -107.778 valid_0's tweedie: 14.7902
[11] valid_0's poisson: -107.813 valid_0's tweedie: 14.7885
[12] valid_0's poisson: -108.062 valid_0's tweedie: 14.7763
[13] valid_0's poisson: -108.026 valid_0's tweedie: 14.7731
[14] valid_0's poisson: -108.048 valid_0's tweedie: 14.7771
[15] valid_0's poisson: -108.06 valid_0's tweedie: 14.769
[16] valid_0's poisson: -108.047 valid_0's tweedie: 14.7707
[17] valid_0's poisson: -108.053 valid_0's tweedie: 14.7629
[18] valid_0's poisson: -108.114 valid_0's tweedie: 14.7792
[19] valid_0's poisson: -108.091 valid_0's tweedie: 14.7938
[20] valid_0's poisson: -108.105 valid_0's tweedie: 14.7814
[21] valid_0's poisson: -108.2 valid_0's tweedie: 14.7974
[22] valid_0's poisson: -108.228 valid_0's tweedie: 14.7825
[23] valid_0's poisson: -108.275 valid_0's tweedie: 14.7824
[24] valid_0's poisson: -108.287 valid_0's tweedie: 14.7826
[25] valid_0's poisson: -108.309 valid_0's tweedie: 14.8136
[26] valid_0's poisson: -108.325 valid_0's tweedie: 14.8141
[27] valid_0's poisson: -108.354 valid_0's tweedie: 14.8088
[28] valid_0's poisson: -108.329 valid_0's tweedie: 14.8485
[29] valid_0's poisson: -108.341 valid_0's tweedie: 14.8494
[30] valid_0's poisson: -108.37 valid_0's tweedie: 14.9014
[31] valid_0's poisson: -108.376 valid_0's tweedie: 14.935
[32] valid_0's poisson: -108.39 valid_0's tweedie: 14.9246
[33] valid_0's poisson: -108.403 valid_0's tweedie: 14.9213
[34] valid_0's poisson: -108.373 valid_0's tweedie: 14.9413
[35] valid_0's poisson: -108.378 valid_0's tweedie: 14.9459
[36] valid_0's poisson: -108.407 valid_0's tweedie: 14.941
[37] valid_0's poisson: -108.396 valid_0's tweedie: 14.943
[38] valid_0's poisson: -108.369 valid_0's tweedie: 14.9404
[39] valid_0's poisson: -108.355 valid_0's tweedie: 14.9239
[40] valid_0's poisson: -108.342 valid_0's tweedie: 14.9571
[41] valid_0's poisson: -108.335 valid_0's tweedie: 15.0425
[42] valid_0's poisson: -108.328 valid_0's tweedie: 15.2433
[43] valid_0's poisson: -108.32 valid_0's tweedie: 15.1948
[44] valid_0's poisson: -108.354 valid_0's tweedie: 15.2099
[45] valid_0's poisson: -108.342 valid_0's tweedie: 15.2112
[46] valid_0's poisson: -108.346 valid_0's tweedie: 15.2506
[47] valid_0's poisson: -108.352 valid_0's tweedie: 15.2631
[48] valid_0's poisson: -108.356 valid_0's tweedie: 15.2657
[49] valid_0's poisson: -108.335 valid_0's tweedie: 15.287
[50] valid_0's poisson: -108.325 valid_0's tweedie: 15.3973
[51] valid_0's poisson: -108.309 valid_0's tweedie: 15.4081
[52] valid_0's poisson: -108.295 valid_0's tweedie: 15.3788
[53] valid_0's poisson: -108.316 valid_0's tweedie: 15.5041
[54] valid_0's poisson: -108.303 valid_0's tweedie: 15.7656
[55] valid_0's poisson: -108.27 valid_0's tweedie: 15.6608
[56] valid_0's poisson: -108.274 valid_0's tweedie: 15.58
[57] valid_0's poisson: -108.292 valid_0's tweedie: 15.5752
[58] valid_0's poisson: -108.274 valid_0's tweedie: 15.5841
[59] valid_0's poisson: -108.284 valid_0's tweedie: 16.0705
[60] valid_0's poisson: -108.294 valid_0's tweedie: 15.8251
[61] valid_0's poisson: -108.3 valid_0's tweedie: 15.8192
[62] valid_0's poisson: -108.275 valid_0's tweedie: 15.9661
[63] valid_0's poisson: -108.273 valid_0's tweedie: 16.0105
[64] valid_0's poisson: -108.288 valid_0's tweedie: 18.8013
[65] valid_0's poisson: -108.285 valid_0's tweedie: 20.5063
[66] valid_0's poisson: -108.283 valid_0's tweedie: 20.2792
[67] valid_0's poisson: -108.252 valid_0's tweedie: 22.4971
[68] valid_0's poisson: -108.251 valid_0's tweedie: 22.8687
[69] valid_0's poisson: -108.264 valid_0's tweedie: 22.9233
[70] valid_0's poisson: -108.25 valid_0's tweedie: 21.8254
[71] valid_0's poisson: -108.24 valid_0's tweedie: 22.8607
[72] valid_0's poisson: -108.229 valid_0's tweedie: 23.1491
[73] valid_0's poisson: -108.228 valid_0's tweedie: 23.3678
[74] valid_0's poisson: -108.235 valid_0's tweedie: 23.5335
[75] valid_0's poisson: -108.236 valid_0's tweedie: 23.5271
[76] valid_0's poisson: -108.225 valid_0's tweedie: 24.9582
[77] valid_0's poisson: -108.224 valid_0's tweedie: 25.0349
[78] valid_0's poisson: -108.227 valid_0's tweedie: 25.9525
[79] valid_0's poisson: -108.202 valid_0's tweedie: 25.3512
[80] valid_0's poisson: -108.215 valid_0's tweedie: 25.6863
[81] valid_0's poisson: -108.235 valid_0's tweedie: 25.8463
[82] valid_0's poisson: -108.251 valid_0's tweedie: 26.7082
[83] valid_0's poisson: -108.247 valid_0's tweedie: 26.4479
[84] valid_0's poisson: -108.243 valid_0's tweedie: 26.8824
[85] valid_0's poisson: -108.245 valid_0's tweedie: 25.8132
[86] valid_0's poisson: -108.223 valid_0's tweedie: 25.5724
[87] valid_0's poisson: -108.221 valid_0's tweedie: 25.6475
[88] valid_0's poisson: -108.221 valid_0's tweedie: 25.6295
[89] valid_0's poisson: -108.227 valid_0's tweedie: 25.91
[90] valid_0's poisson: -108.216 valid_0's tweedie: 24.899
[91] valid_0's poisson: -108.221 valid_0's tweedie: 25.1426
[92] valid_0's poisson: -108.217 valid_0's tweedie: 25.3791
[93] valid_0's poisson: -108.225 valid_0's tweedie: 24.8687
[94] valid_0's poisson: -108.23 valid_0's tweedie: 25.3346
[95] valid_0's poisson: -108.243 valid_0's tweedie: 25.4245
[96] valid_0's poisson: -108.225 valid_0's tweedie: 25.0843
[97] valid_0's poisson: -108.199 valid_0's tweedie: 24.4035
[98] valid_0's poisson: -108.185 valid_0's tweedie: 24.6226
[99] valid_0's poisson: -108.168 valid_0's tweedie: 24.9745
[100] valid_0's poisson: -108.151 valid_0's tweedie: 31.9546
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=1.0, max_depth=5, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.7319 valid_0's tweedie: 23.3636
[2] valid_0's poisson: -88.2738 valid_0's tweedie: 23.2727
[3] valid_0's poisson: -88.8007 valid_0's tweedie: 23.1839
[4] valid_0's poisson: -89.3141 valid_0's tweedie: 23.0971
[5] valid_0's poisson: -89.813 valid_0's tweedie: 23.0124
[6] valid_0's poisson: -90.2991 valid_0's tweedie: 22.9295
[7] valid_0's poisson: -90.7708 valid_0's tweedie: 22.8488
[8] valid_0's poisson: -91.2314 valid_0's tweedie: 22.7698
[9] valid_0's poisson: -91.6796 valid_0's tweedie: 22.6926
[10] valid_0's poisson: -92.1165 valid_0's tweedie: 22.617
[11] valid_0's poisson: -92.5437 valid_0's tweedie: 22.5429
[12] valid_0's poisson: -92.9575 valid_0's tweedie: 22.4709
[13] valid_0's poisson: -93.3635 valid_0's tweedie: 22.4001
[14] valid_0's poisson: -93.7542 valid_0's tweedie: 22.3316
[15] valid_0's poisson: -94.1366 valid_0's tweedie: 22.2644
[16] valid_0's poisson: -94.5102 valid_0's tweedie: 22.1985
[17] valid_0's poisson: -94.8719 valid_0's tweedie: 22.1345
[18] valid_0's poisson: -95.2266 valid_0's tweedie: 22.0715
[19] valid_0's poisson: -95.5699 valid_0's tweedie: 22.0103
[20] valid_0's poisson: -95.905 valid_0's tweedie: 21.9505
[21] valid_0's poisson: -96.2298 valid_0's tweedie: 21.8923
[22] valid_0's poisson: -96.5452 valid_0's tweedie: 21.8356
[23] valid_0's poisson: -96.8556 valid_0's tweedie: 21.7797
[24] valid_0's poisson: -97.1564 valid_0's tweedie: 21.7253
[25] valid_0's poisson: -97.4504 valid_0's tweedie: 21.6721
[26] valid_0's poisson: -97.7376 valid_0's tweedie: 21.6199
[27] valid_0's poisson: -98.0144 valid_0's tweedie: 21.5693
[28] valid_0's poisson: -98.2835 valid_0's tweedie: 21.5201
[29] valid_0's poisson: -98.5459 valid_0's tweedie: 21.4718
[30] valid_0's poisson: -98.8013 valid_0's tweedie: 21.4248
[31] valid_0's poisson: -99.053 valid_0's tweedie: 21.3785
[32] valid_0's poisson: -99.2959 valid_0's tweedie: 21.3336
[33] valid_0's poisson: -99.5309 valid_0's tweedie: 21.29
[34] valid_0's poisson: -99.7616 valid_0's tweedie: 21.2472
[35] valid_0's poisson: -99.9859 valid_0's tweedie: 21.2055
[36] valid_0's poisson: -100.205 valid_0's tweedie: 21.1647
[37] valid_0's poisson: -100.418 valid_0's tweedie: 21.1247
[38] valid_0's poisson: -100.625 valid_0's tweedie: 21.0858
[39] valid_0's poisson: -100.826 valid_0's tweedie: 21.048
[40] valid_0's poisson: -101.023 valid_0's tweedie: 21.0109
[41] valid_0's poisson: -101.215 valid_0's tweedie: 20.9747
[42] valid_0's poisson: -101.402 valid_0's tweedie: 20.9392
[43] valid_0's poisson: -101.585 valid_0's tweedie: 20.9045
[44] valid_0's poisson: -101.764 valid_0's tweedie: 20.8707
[45] valid_0's poisson: -101.935 valid_0's tweedie: 20.838
[46] valid_0's poisson: -102.104 valid_0's tweedie: 20.806
[47] valid_0's poisson: -102.265 valid_0's tweedie: 20.7749
[48] valid_0's poisson: -102.427 valid_0's tweedie: 20.7442
[49] valid_0's poisson: -102.582 valid_0's tweedie: 20.7143
[50] valid_0's poisson: -102.734 valid_0's tweedie: 20.6851
[51] valid_0's poisson: -102.881 valid_0's tweedie: 20.6569
[52] valid_0's poisson: -103.025 valid_0's tweedie: 20.629
[53] valid_0's poisson: -103.163 valid_0's tweedie: 20.6024
[54] valid_0's poisson: -103.3 valid_0's tweedie: 20.5759
[55] valid_0's poisson: -103.435 valid_0's tweedie: 20.5498
[56] valid_0's poisson: -103.564 valid_0's tweedie: 20.5247
[57] valid_0's poisson: -103.691 valid_0's tweedie: 20.4997
[58] valid_0's poisson: -103.814 valid_0's tweedie: 20.476
[59] valid_0's poisson: -103.933 valid_0's tweedie: 20.4527
[60] valid_0's poisson: -104.052 valid_0's tweedie: 20.4294
[61] valid_0's poisson: -104.17 valid_0's tweedie: 20.4063
[62] valid_0's poisson: -104.279 valid_0's tweedie: 20.3849
[63] valid_0's poisson: -104.393 valid_0's tweedie: 20.3628
[64] valid_0's poisson: -104.497 valid_0's tweedie: 20.342
[65] valid_0's poisson: -104.604 valid_0's tweedie: 20.3211
[66] valid_0's poisson: -104.704 valid_0's tweedie: 20.3014
[67] valid_0's poisson: -104.806 valid_0's tweedie: 20.2815
[68] valid_0's poisson: -104.902 valid_0's tweedie: 20.2626
[69] valid_0's poisson: -104.998 valid_0's tweedie: 20.2435
[70] valid_0's poisson: -105.093 valid_0's tweedie: 20.2248
[71] valid_0's poisson: -105.181 valid_0's tweedie: 20.2072
[72] valid_0's poisson: -105.269 valid_0's tweedie: 20.1898
[73] valid_0's poisson: -105.352 valid_0's tweedie: 20.173
[74] valid_0's poisson: -105.437 valid_0's tweedie: 20.1562
[75] valid_0's poisson: -105.516 valid_0's tweedie: 20.1403
[76] valid_0's poisson: -105.595 valid_0's tweedie: 20.1243
[77] valid_0's poisson: -105.67 valid_0's tweedie: 20.1093
[78] valid_0's poisson: -105.747 valid_0's tweedie: 20.0939
[79] valid_0's poisson: -105.818 valid_0's tweedie: 20.0794
[80] valid_0's poisson: -105.887 valid_0's tweedie: 20.0655
[81] valid_0's poisson: -105.958 valid_0's tweedie: 20.0514
[82] valid_0's poisson: -106.027 valid_0's tweedie: 20.0375
[83] valid_0's poisson: -106.091 valid_0's tweedie: 20.0243
[84] valid_0's poisson: -106.154 valid_0's tweedie: 20.0116
[85] valid_0's poisson: -106.219 valid_0's tweedie: 19.9985
[86] valid_0's poisson: -106.279 valid_0's tweedie: 19.9863
[87] valid_0's poisson: -106.341 valid_0's tweedie: 19.9739
[88] valid_0's poisson: -106.398 valid_0's tweedie: 19.9622
[89] valid_0's poisson: -106.456 valid_0's tweedie: 19.9505
[90] valid_0's poisson: -106.51 valid_0's tweedie: 19.9394
[91] valid_0's poisson: -106.566 valid_0's tweedie: 19.9282
[92] valid_0's poisson: -106.618 valid_0's tweedie: 19.9175
[93] valid_0's poisson: -106.669 valid_0's tweedie: 19.9072
[94] valid_0's poisson: -106.719 valid_0's tweedie: 19.897
[95] valid_0's poisson: -106.768 valid_0's tweedie: 19.887
[96] valid_0's poisson: -106.815 valid_0's tweedie: 19.8774
[97] valid_0's poisson: -106.862 valid_0's tweedie: 19.8679
[98] valid_0's poisson: -106.906 valid_0's tweedie: 19.8588
[99] valid_0's poisson: -106.951 valid_0's tweedie: 19.8496
[100] valid_0's poisson: -106.994 valid_0's tweedie: 19.8408
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.7303 valid_0's tweedie: 23.3639
[2] valid_0's poisson: -88.2715 valid_0's tweedie: 23.2731
[3] valid_0's poisson: -88.7981 valid_0's tweedie: 23.1843
[4] valid_0's poisson: -89.3112 valid_0's tweedie: 23.0976
[5] valid_0's poisson: -89.8152 valid_0's tweedie: 23.012
[6] valid_0's poisson: -90.3005 valid_0's tweedie: 22.9294
[7] valid_0's poisson: -90.7785 valid_0's tweedie: 22.8477
[8] valid_0's poisson: -91.237 valid_0's tweedie: 22.769
[9] valid_0's poisson: -91.6898 valid_0's tweedie: 22.691
[10] valid_0's poisson: -92.126 valid_0's tweedie: 22.6156
[11] valid_0's poisson: -92.5532 valid_0's tweedie: 22.5415
[12] valid_0's poisson: -92.966 valid_0's tweedie: 22.4697
[13] valid_0's poisson: -93.3723 valid_0's tweedie: 22.3988
[14] valid_0's poisson: -93.7677 valid_0's tweedie: 22.3296
[15] valid_0's poisson: -94.1496 valid_0's tweedie: 22.2624
[16] valid_0's poisson: -94.5237 valid_0's tweedie: 22.1965
[17] valid_0's poisson: -94.8855 valid_0's tweedie: 22.1324
[18] valid_0's poisson: -95.2409 valid_0's tweedie: 22.0693
[19] valid_0's poisson: -95.5832 valid_0's tweedie: 22.0083
[20] valid_0's poisson: -95.9186 valid_0's tweedie: 21.9484
[21] valid_0's poisson: -96.2472 valid_0's tweedie: 21.8895
[22] valid_0's poisson: -96.5631 valid_0's tweedie: 21.8326
[23] valid_0's poisson: -96.8704 valid_0's tweedie: 21.777
[24] valid_0's poisson: -97.1731 valid_0's tweedie: 21.7223
[25] valid_0's poisson: -97.4655 valid_0's tweedie: 21.6692
[26] valid_0's poisson: -97.7522 valid_0's tweedie: 21.617
[27] valid_0's poisson: -98.0291 valid_0's tweedie: 21.5664
[28] valid_0's poisson: -98.3018 valid_0's tweedie: 21.5166
[29] valid_0's poisson: -98.5632 valid_0's tweedie: 21.4686
[30] valid_0's poisson: -98.8202 valid_0's tweedie: 21.4213
[31] valid_0's poisson: -99.0676 valid_0's tweedie: 21.3756
[32] valid_0's poisson: -99.3121 valid_0's tweedie: 21.3305
[33] valid_0's poisson: -99.5471 valid_0's tweedie: 21.2869
[34] valid_0's poisson: -99.778 valid_0's tweedie: 21.244
[35] valid_0's poisson: -100.003 valid_0's tweedie: 21.2021
[36] valid_0's poisson: -100.22 valid_0's tweedie: 21.1615
[37] valid_0's poisson: -100.434 valid_0's tweedie: 21.1215
[38] valid_0's poisson: -100.643 valid_0's tweedie: 21.0824
[39] valid_0's poisson: -100.847 valid_0's tweedie: 21.0441
[40] valid_0's poisson: -101.044 valid_0's tweedie: 21.0068
[41] valid_0's poisson: -101.238 valid_0's tweedie: 20.9702
[42] valid_0's poisson: -101.426 valid_0's tweedie: 20.9347
[43] valid_0's poisson: -101.608 valid_0's tweedie: 20.9002
[44] valid_0's poisson: -101.787 valid_0's tweedie: 20.8665
[45] valid_0's poisson: -101.961 valid_0's tweedie: 20.8333
[46] valid_0's poisson: -102.129 valid_0's tweedie: 20.8013
[47] valid_0's poisson: -102.293 valid_0's tweedie: 20.7698
[48] valid_0's poisson: -102.45 valid_0's tweedie: 20.7395
[49] valid_0's poisson: -102.606 valid_0's tweedie: 20.7097
[50] valid_0's poisson: -102.76 valid_0's tweedie: 20.6804
[51] valid_0's poisson: -102.905 valid_0's tweedie: 20.6524
[52] valid_0's poisson: -103.052 valid_0's tweedie: 20.6241
[53] valid_0's poisson: -103.191 valid_0's tweedie: 20.5972
[54] valid_0's poisson: -103.329 valid_0's tweedie: 20.5706
[55] valid_0's poisson: -103.463 valid_0's tweedie: 20.5446
[56] valid_0's poisson: -103.59 valid_0's tweedie: 20.5198
[57] valid_0's poisson: -103.718 valid_0's tweedie: 20.495
[58] valid_0's poisson: -103.842 valid_0's tweedie: 20.4708
[59] valid_0's poisson: -103.961 valid_0's tweedie: 20.4476
[60] valid_0's poisson: -104.079 valid_0's tweedie: 20.4243
[61] valid_0's poisson: -104.191 valid_0's tweedie: 20.4022
[62] valid_0's poisson: -104.304 valid_0's tweedie: 20.38
[63] valid_0's poisson: -104.412 valid_0's tweedie: 20.3588
[64] valid_0's poisson: -104.518 valid_0's tweedie: 20.3381
[65] valid_0's poisson: -104.62 valid_0's tweedie: 20.3179
[66] valid_0's poisson: -104.717 valid_0's tweedie: 20.2985
[67] valid_0's poisson: -104.817 valid_0's tweedie: 20.2786
[68] valid_0's poisson: -104.912 valid_0's tweedie: 20.2598
[69] valid_0's poisson: -105.005 valid_0's tweedie: 20.2411
[70] valid_0's poisson: -105.094 valid_0's tweedie: 20.2234
[71] valid_0's poisson: -105.181 valid_0's tweedie: 20.206
[72] valid_0's poisson: -105.268 valid_0's tweedie: 20.1888
[73] valid_0's poisson: -105.351 valid_0's tweedie: 20.1722
[74] valid_0's poisson: -105.432 valid_0's tweedie: 20.1558
[75] valid_0's poisson: -105.512 valid_0's tweedie: 20.1399
[76] valid_0's poisson: -105.589 valid_0's tweedie: 20.1243
[77] valid_0's poisson: -105.666 valid_0's tweedie: 20.1088
[78] valid_0's poisson: -105.74 valid_0's tweedie: 20.0937
[79] valid_0's poisson: -105.815 valid_0's tweedie: 20.0786
[80] valid_0's poisson: -105.885 valid_0's tweedie: 20.0645
[81] valid_0's poisson: -105.955 valid_0's tweedie: 20.0505
[82] valid_0's poisson: -106.024 valid_0's tweedie: 20.0365
[83] valid_0's poisson: -106.09 valid_0's tweedie: 20.0234
[84] valid_0's poisson: -106.156 valid_0's tweedie: 20.0099
[85] valid_0's poisson: -106.218 valid_0's tweedie: 19.9972
[86] valid_0's poisson: -106.281 valid_0's tweedie: 19.9845
[87] valid_0's poisson: -106.337 valid_0's tweedie: 19.973
[88] valid_0's poisson: -106.398 valid_0's tweedie: 19.9607
[89] valid_0's poisson: -106.455 valid_0's tweedie: 19.949
[90] valid_0's poisson: -106.51 valid_0's tweedie: 19.9378
[91] valid_0's poisson: -106.562 valid_0's tweedie: 19.9273
[92] valid_0's poisson: -106.615 valid_0's tweedie: 19.9163
[93] valid_0's poisson: -106.667 valid_0's tweedie: 19.9057
[94] valid_0's poisson: -106.715 valid_0's tweedie: 19.8959
[95] valid_0's poisson: -106.765 valid_0's tweedie: 19.8857
[96] valid_0's poisson: -106.813 valid_0's tweedie: 19.8759
[97] valid_0's poisson: -106.857 valid_0's tweedie: 19.8667
[98] valid_0's poisson: -106.9 valid_0's tweedie: 19.8577
[99] valid_0's poisson: -106.946 valid_0's tweedie: 19.8484
[100] valid_0's poisson: -106.991 valid_0's tweedie: 19.8393
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.7259 valid_0's tweedie: 23.3647
[2] valid_0's poisson: -88.2675 valid_0's tweedie: 23.274
[3] valid_0's poisson: -88.7941 valid_0's tweedie: 23.1854
[4] valid_0's poisson: -89.3063 valid_0's tweedie: 23.0989
[5] valid_0's poisson: -89.8102 valid_0's tweedie: 23.0135
[6] valid_0's poisson: -90.2948 valid_0's tweedie: 22.931
[7] valid_0's poisson: -90.7724 valid_0's tweedie: 22.8495
[8] valid_0's poisson: -91.2326 valid_0's tweedie: 22.7705
[9] valid_0's poisson: -91.685 valid_0's tweedie: 22.6927
[10] valid_0's poisson: -92.1221 valid_0's tweedie: 22.6172
[11] valid_0's poisson: -92.5509 valid_0's tweedie: 22.543
[12] valid_0's poisson: -92.9633 valid_0's tweedie: 22.4713
[13] valid_0's poisson: -93.3694 valid_0's tweedie: 22.4005
[14] valid_0's poisson: -93.7639 valid_0's tweedie: 22.3315
[15] valid_0's poisson: -94.1484 valid_0's tweedie: 22.264
[16] valid_0's poisson: -94.5193 valid_0's tweedie: 22.1986
[17] valid_0's poisson: -94.8834 valid_0's tweedie: 22.1343
[18] valid_0's poisson: -95.2367 valid_0's tweedie: 22.0716
[19] valid_0's poisson: -95.5835 valid_0's tweedie: 22.01
[20] valid_0's poisson: -95.9204 valid_0's tweedie: 21.9499
[21] valid_0's poisson: -96.2495 valid_0's tweedie: 21.891
[22] valid_0's poisson: -96.5664 valid_0's tweedie: 21.8341
[23] valid_0's poisson: -96.8772 valid_0's tweedie: 21.7781
[24] valid_0's poisson: -97.1774 valid_0's tweedie: 21.7238
[25] valid_0's poisson: -97.472 valid_0's tweedie: 21.6704
[26] valid_0's poisson: -97.7584 valid_0's tweedie: 21.6183
[27] valid_0's poisson: -98.0376 valid_0's tweedie: 21.5675
[28] valid_0's poisson: -98.3089 valid_0's tweedie: 21.5178
[29] valid_0's poisson: -98.5745 valid_0's tweedie: 21.4691
[30] valid_0's poisson: -98.8296 valid_0's tweedie: 21.4221
[31] valid_0's poisson: -99.081 valid_0's tweedie: 21.3757
[32] valid_0's poisson: -99.3237 valid_0's tweedie: 21.3308
[33] valid_0's poisson: -99.5577 valid_0's tweedie: 21.2872
[34] valid_0's poisson: -99.7903 valid_0's tweedie: 21.244
[35] valid_0's poisson: -100.016 valid_0's tweedie: 21.2021
[36] valid_0's poisson: -100.232 valid_0's tweedie: 21.1616
[37] valid_0's poisson: -100.443 valid_0's tweedie: 21.1219
[38] valid_0's poisson: -100.653 valid_0's tweedie: 21.0825
[39] valid_0's poisson: -100.855 valid_0's tweedie: 21.0444
[40] valid_0's poisson: -101.054 valid_0's tweedie: 21.0074
[41] valid_0's poisson: -101.246 valid_0's tweedie: 20.9709
[42] valid_0's poisson: -101.435 valid_0's tweedie: 20.9355
[43] valid_0's poisson: -101.621 valid_0's tweedie: 20.9004
[44] valid_0's poisson: -101.796 valid_0's tweedie: 20.8672
[45] valid_0's poisson: -101.971 valid_0's tweedie: 20.8343
[46] valid_0's poisson: -102.142 valid_0's tweedie: 20.8017
[47] valid_0's poisson: -102.305 valid_0's tweedie: 20.7705
[48] valid_0's poisson: -102.469 valid_0's tweedie: 20.7393
[49] valid_0's poisson: -102.621 valid_0's tweedie: 20.7099
[50] valid_0's poisson: -102.775 valid_0's tweedie: 20.6804
[51] valid_0's poisson: -102.924 valid_0's tweedie: 20.6519
[52] valid_0's poisson: -103.066 valid_0's tweedie: 20.6242
[53] valid_0's poisson: -103.208 valid_0's tweedie: 20.5968
[54] valid_0's poisson: -103.346 valid_0's tweedie: 20.5703
[55] valid_0's poisson: -103.478 valid_0's tweedie: 20.5442
[56] valid_0's poisson: -103.609 valid_0's tweedie: 20.5189
[57] valid_0's poisson: -103.735 valid_0's tweedie: 20.4941
[58] valid_0's poisson: -103.861 valid_0's tweedie: 20.4699
[59] valid_0's poisson: -103.982 valid_0's tweedie: 20.4461
[60] valid_0's poisson: -104.1 valid_0's tweedie: 20.423
[61] valid_0's poisson: -104.213 valid_0's tweedie: 20.4007
[62] valid_0's poisson: -104.324 valid_0's tweedie: 20.379
[63] valid_0's poisson: -104.433 valid_0's tweedie: 20.3574
[64] valid_0's poisson: -104.537 valid_0's tweedie: 20.3369
[65] valid_0's poisson: -104.64 valid_0's tweedie: 20.3166
[66] valid_0's poisson: -104.742 valid_0's tweedie: 20.2964
[67] valid_0's poisson: -104.837 valid_0's tweedie: 20.2772
[68] valid_0's poisson: -104.937 valid_0's tweedie: 20.2576
[69] valid_0's poisson: -105.03 valid_0's tweedie: 20.2391
[70] valid_0's poisson: -105.124 valid_0's tweedie: 20.2205
[71] valid_0's poisson: -105.217 valid_0's tweedie: 20.2022
[72] valid_0's poisson: -105.3 valid_0's tweedie: 20.1853
[73] valid_0's poisson: -105.387 valid_0's tweedie: 20.1682
[74] valid_0's poisson: -105.47 valid_0's tweedie: 20.1513
[75] valid_0's poisson: -105.549 valid_0's tweedie: 20.1354
[76] valid_0's poisson: -105.63 valid_0's tweedie: 20.1194
[77] valid_0's poisson: -105.704 valid_0's tweedie: 20.1042
[78] valid_0's poisson: -105.779 valid_0's tweedie: 20.0892
[79] valid_0's poisson: -105.85 valid_0's tweedie: 20.0746
[80] valid_0's poisson: -105.919 valid_0's tweedie: 20.0608
[81] valid_0's poisson: -105.989 valid_0's tweedie: 20.0468
[82] valid_0's poisson: -106.056 valid_0's tweedie: 20.0331
[83] valid_0's poisson: -106.125 valid_0's tweedie: 20.0193
[84] valid_0's poisson: -106.187 valid_0's tweedie: 20.0065
[85] valid_0's poisson: -106.252 valid_0's tweedie: 19.9934
[86] valid_0's poisson: -106.312 valid_0's tweedie: 19.9809
[87] valid_0's poisson: -106.37 valid_0's tweedie: 19.969
[88] valid_0's poisson: -106.428 valid_0's tweedie: 19.9572
[89] valid_0's poisson: -106.486 valid_0's tweedie: 19.9452
[90] valid_0's poisson: -106.541 valid_0's tweedie: 19.934
[91] valid_0's poisson: -106.594 valid_0's tweedie: 19.9232
[92] valid_0's poisson: -106.647 valid_0's tweedie: 19.9123
[93] valid_0's poisson: -106.695 valid_0's tweedie: 19.9021
[94] valid_0's poisson: -106.745 valid_0's tweedie: 19.8918
[95] valid_0's poisson: -106.796 valid_0's tweedie: 19.8815
[96] valid_0's poisson: -106.844 valid_0's tweedie: 19.8716
[97] valid_0's poisson: -106.89 valid_0's tweedie: 19.862
[98] valid_0's poisson: -106.935 valid_0's tweedie: 19.8527
[99] valid_0's poisson: -106.981 valid_0's tweedie: 19.8435
[100] valid_0's poisson: -107.025 valid_0's tweedie: 19.8345
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.735 valid_0's tweedie: 23.363
[2] valid_0's poisson: -88.2784 valid_0's tweedie: 23.2718
[3] valid_0's poisson: -88.8056 valid_0's tweedie: 23.1829
[4] valid_0's poisson: -89.3199 valid_0's tweedie: 23.0959
[5] valid_0's poisson: -89.8184 valid_0's tweedie: 23.0112
[6] valid_0's poisson: -90.3055 valid_0's tweedie: 22.9282
[7] valid_0's poisson: -90.7776 valid_0's tweedie: 22.8474
[8] valid_0's poisson: -91.2441 valid_0's tweedie: 22.7674
[9] valid_0's poisson: -91.6924 valid_0's tweedie: 22.6901
[10] valid_0's poisson: -92.1334 valid_0's tweedie: 22.614
[11] valid_0's poisson: -92.5604 valid_0's tweedie: 22.5399
[12] valid_0's poisson: -92.979 valid_0's tweedie: 22.4671
[13] valid_0's poisson: -93.3806 valid_0's tweedie: 22.3969
[14] valid_0's poisson: -93.7763 valid_0's tweedie: 22.3276
[15] valid_0's poisson: -94.1622 valid_0's tweedie: 22.2597
[16] valid_0's poisson: -94.5327 valid_0's tweedie: 22.1943
[17] valid_0's poisson: -94.8968 valid_0's tweedie: 22.1299
[18] valid_0's poisson: -95.2493 valid_0's tweedie: 22.0673
[19] valid_0's poisson: -95.5942 valid_0's tweedie: 22.0058
[20] valid_0's poisson: -95.928 valid_0's tweedie: 21.9462
[21] valid_0's poisson: -96.2556 valid_0's tweedie: 21.8876
[22] valid_0's poisson: -96.5732 valid_0's tweedie: 21.8304
[23] valid_0's poisson: -96.8806 valid_0's tweedie: 21.775
[24] valid_0's poisson: -97.1785 valid_0's tweedie: 21.7211
[25] valid_0's poisson: -97.4742 valid_0's tweedie: 21.6676
[26] valid_0's poisson: -97.7571 valid_0's tweedie: 21.6161
[27] valid_0's poisson: -98.0362 valid_0's tweedie: 21.5652
[28] valid_0's poisson: -98.308 valid_0's tweedie: 21.5155
[29] valid_0's poisson: -98.5683 valid_0's tweedie: 21.4677
[30] valid_0's poisson: -98.8255 valid_0's tweedie: 21.4204
[31] valid_0's poisson: -99.0745 valid_0's tweedie: 21.3744
[32] valid_0's poisson: -99.319 valid_0's tweedie: 21.3293
[33] valid_0's poisson: -99.5533 valid_0's tweedie: 21.2859
[34] valid_0's poisson: -99.7818 valid_0's tweedie: 21.2434
[35] valid_0's poisson: -100.009 valid_0's tweedie: 21.2011
[36] valid_0's poisson: -100.229 valid_0's tweedie: 21.1602
[37] valid_0's poisson: -100.441 valid_0's tweedie: 21.1206
[38] valid_0's poisson: -100.649 valid_0's tweedie: 21.0815
[39] valid_0's poisson: -100.853 valid_0's tweedie: 21.0433
[40] valid_0's poisson: -101.048 valid_0's tweedie: 21.0066
[41] valid_0's poisson: -101.24 valid_0's tweedie: 20.9703
[42] valid_0's poisson: -101.427 valid_0's tweedie: 20.935
[43] valid_0's poisson: -101.611 valid_0's tweedie: 20.9002
[44] valid_0's poisson: -101.789 valid_0's tweedie: 20.8664
[45] valid_0's poisson: -101.964 valid_0's tweedie: 20.8332
[46] valid_0's poisson: -102.133 valid_0's tweedie: 20.8012
[47] valid_0's poisson: -102.296 valid_0's tweedie: 20.77
[48] valid_0's poisson: -102.454 valid_0's tweedie: 20.7396
[49] valid_0's poisson: -102.609 valid_0's tweedie: 20.7098
[50] valid_0's poisson: -102.761 valid_0's tweedie: 20.6807
[51] valid_0's poisson: -102.908 valid_0's tweedie: 20.6524
[52] valid_0's poisson: -103.053 valid_0's tweedie: 20.6245
[53] valid_0's poisson: -103.191 valid_0's tweedie: 20.5976
[54] valid_0's poisson: -103.326 valid_0's tweedie: 20.5715
[55] valid_0's poisson: -103.46 valid_0's tweedie: 20.5458
[56] valid_0's poisson: -103.588 valid_0's tweedie: 20.5209
[57] valid_0's poisson: -103.714 valid_0's tweedie: 20.4964
[58] valid_0's poisson: -103.835 valid_0's tweedie: 20.4727
[59] valid_0's poisson: -103.958 valid_0's tweedie: 20.4488
[60] valid_0's poisson: -104.073 valid_0's tweedie: 20.4262
[61] valid_0's poisson: -104.193 valid_0's tweedie: 20.403
[62] valid_0's poisson: -104.304 valid_0's tweedie: 20.381
[63] valid_0's poisson: -104.417 valid_0's tweedie: 20.3589
[64] valid_0's poisson: -104.521 valid_0's tweedie: 20.3383
[65] valid_0's poisson: -104.629 valid_0's tweedie: 20.3171
[66] valid_0's poisson: -104.732 valid_0's tweedie: 20.2967
[67] valid_0's poisson: -104.83 valid_0's tweedie: 20.2775
[68] valid_0's poisson: -104.928 valid_0's tweedie: 20.2579
[69] valid_0's poisson: -105.021 valid_0's tweedie: 20.2393
[70] valid_0's poisson: -105.109 valid_0's tweedie: 20.2217
[71] valid_0's poisson: -105.202 valid_0's tweedie: 20.2034
[72] valid_0's poisson: -105.288 valid_0's tweedie: 20.1862
[73] valid_0's poisson: -105.375 valid_0's tweedie: 20.1688
[74] valid_0's poisson: -105.459 valid_0's tweedie: 20.1519
[75] valid_0's poisson: -105.536 valid_0's tweedie: 20.1364
[76] valid_0's poisson: -105.617 valid_0's tweedie: 20.1203
[77] valid_0's poisson: -105.696 valid_0's tweedie: 20.1046
[78] valid_0's poisson: -105.769 valid_0's tweedie: 20.09
[79] valid_0's poisson: -105.843 valid_0's tweedie: 20.0751
[80] valid_0's poisson: -105.914 valid_0's tweedie: 20.0607
[81] valid_0's poisson: -105.981 valid_0's tweedie: 20.0472
[82] valid_0's poisson: -106.049 valid_0's tweedie: 20.0334
[83] valid_0's poisson: -106.116 valid_0's tweedie: 20.0199
[84] valid_0's poisson: -106.178 valid_0's tweedie: 20.0071
[85] valid_0's poisson: -106.24 valid_0's tweedie: 19.9948
[86] valid_0's poisson: -106.302 valid_0's tweedie: 19.9822
[87] valid_0's poisson: -106.363 valid_0's tweedie: 19.9697
[88] valid_0's poisson: -106.419 valid_0's tweedie: 19.9584
[89] valid_0's poisson: -106.477 valid_0's tweedie: 19.9465
[90] valid_0's poisson: -106.531 valid_0's tweedie: 19.9354
[91] valid_0's poisson: -106.583 valid_0's tweedie: 19.9248
[92] valid_0's poisson: -106.637 valid_0's tweedie: 19.9138
[93] valid_0's poisson: -106.69 valid_0's tweedie: 19.9032
[94] valid_0's poisson: -106.739 valid_0's tweedie: 19.893
[95] valid_0's poisson: -106.788 valid_0's tweedie: 19.8828
[96] valid_0's poisson: -106.836 valid_0's tweedie: 19.873
[97] valid_0's poisson: -106.882 valid_0's tweedie: 19.8636
[98] valid_0's poisson: -106.928 valid_0's tweedie: 19.8543
[99] valid_0's poisson: -106.972 valid_0's tweedie: 19.8453
[100] valid_0's poisson: -107.014 valid_0's tweedie: 19.8366
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=1
[1] valid_0's poisson: -87.7244 valid_0's tweedie: 23.3651
[2] valid_0's poisson: -88.2699 valid_0's tweedie: 23.2739
[3] valid_0's poisson: -88.7985 valid_0's tweedie: 23.1851
[4] valid_0's poisson: -89.3153 valid_0's tweedie: 23.098
[5] valid_0's poisson: -89.8153 valid_0's tweedie: 23.0134
[6] valid_0's poisson: -90.3055 valid_0's tweedie: 22.9301
[7] valid_0's poisson: -90.7791 valid_0's tweedie: 22.8493
[8] valid_0's poisson: -91.2426 valid_0's tweedie: 22.77
[9] valid_0's poisson: -91.6933 valid_0's tweedie: 22.6926
[10] valid_0's poisson: -92.1298 valid_0's tweedie: 22.6173
[11] valid_0's poisson: -92.5576 valid_0's tweedie: 22.5433
[12] valid_0's poisson: -92.9735 valid_0's tweedie: 22.4711
[13] valid_0's poisson: -93.3795 valid_0's tweedie: 22.4004
[14] valid_0's poisson: -93.7728 valid_0's tweedie: 22.3316
[15] valid_0's poisson: -94.1574 valid_0's tweedie: 22.2641
[16] valid_0's poisson: -94.5298 valid_0's tweedie: 22.1986
[17] valid_0's poisson: -94.8935 valid_0's tweedie: 22.1344
[18] valid_0's poisson: -95.2459 valid_0's tweedie: 22.0719
[19] valid_0's poisson: -95.59 valid_0's tweedie: 22.0106
[20] valid_0's poisson: -95.927 valid_0's tweedie: 21.9506
[21] valid_0's poisson: -96.2542 valid_0's tweedie: 21.8921
[22] valid_0's poisson: -96.5742 valid_0's tweedie: 21.8346
[23] valid_0's poisson: -96.8835 valid_0's tweedie: 21.779
[24] valid_0's poisson: -97.1859 valid_0's tweedie: 21.7244
[25] valid_0's poisson: -97.4787 valid_0's tweedie: 21.6713
[26] valid_0's poisson: -97.7655 valid_0's tweedie: 21.6193
[27] valid_0's poisson: -98.0432 valid_0's tweedie: 21.5687
[28] valid_0's poisson: -98.3141 valid_0's tweedie: 21.5191
[29] valid_0's poisson: -98.5785 valid_0's tweedie: 21.4707
[30] valid_0's poisson: -98.835 valid_0's tweedie: 21.4235
[31] valid_0's poisson: -99.0861 valid_0's tweedie: 21.3773
[32] valid_0's poisson: -99.332 valid_0's tweedie: 21.332
[33] valid_0's poisson: -99.5687 valid_0's tweedie: 21.2881
[34] valid_0's poisson: -99.8009 valid_0's tweedie: 21.2452
[35] valid_0's poisson: -100.027 valid_0's tweedie: 21.2032
[36] valid_0's poisson: -100.246 valid_0's tweedie: 21.1623
[37] valid_0's poisson: -100.461 valid_0's tweedie: 21.1223
[38] valid_0's poisson: -100.667 valid_0's tweedie: 21.0834
[39] valid_0's poisson: -100.87 valid_0's tweedie: 21.0457
[40] valid_0's poisson: -101.063 valid_0's tweedie: 21.0091
[41] valid_0's poisson: -101.257 valid_0's tweedie: 20.9727
[42] valid_0's poisson: -101.443 valid_0's tweedie: 20.9376
[43] valid_0's poisson: -101.626 valid_0's tweedie: 20.9031
[44] valid_0's poisson: -101.802 valid_0's tweedie: 20.8695
[45] valid_0's poisson: -101.973 valid_0's tweedie: 20.8369
[46] valid_0's poisson: -102.141 valid_0's tweedie: 20.8049
[47] valid_0's poisson: -102.305 valid_0's tweedie: 20.7736
[48] valid_0's poisson: -102.467 valid_0's tweedie: 20.7428
[49] valid_0's poisson: -102.624 valid_0's tweedie: 20.7127
[50] valid_0's poisson: -102.774 valid_0's tweedie: 20.6836
[51] valid_0's poisson: -102.921 valid_0's tweedie: 20.6553
[52] valid_0's poisson: -103.064 valid_0's tweedie: 20.6278
[53] valid_0's poisson: -103.204 valid_0's tweedie: 20.6008
[54] valid_0's poisson: -103.34 valid_0's tweedie: 20.5743
[55] valid_0's poisson: -103.472 valid_0's tweedie: 20.5487
[56] valid_0's poisson: -103.605 valid_0's tweedie: 20.5229
[57] valid_0's poisson: -103.732 valid_0's tweedie: 20.498
[58] valid_0's poisson: -103.857 valid_0's tweedie: 20.4735
[59] valid_0's poisson: -103.977 valid_0's tweedie: 20.4502
[60] valid_0's poisson: -104.093 valid_0's tweedie: 20.4273
[61] valid_0's poisson: -104.211 valid_0's tweedie: 20.4043
[62] valid_0's poisson: -104.322 valid_0's tweedie: 20.3824
[63] valid_0's poisson: -104.436 valid_0's tweedie: 20.3601
[64] valid_0's poisson: -104.538 valid_0's tweedie: 20.3398
[65] valid_0's poisson: -104.641 valid_0's tweedie: 20.3195
[66] valid_0's poisson: -104.746 valid_0's tweedie: 20.2989
[67] valid_0's poisson: -104.845 valid_0's tweedie: 20.2792
[68] valid_0's poisson: -104.938 valid_0's tweedie: 20.2604
[69] valid_0's poisson: -105.033 valid_0's tweedie: 20.2414
[70] valid_0's poisson: -105.122 valid_0's tweedie: 20.2236
[71] valid_0's poisson: -105.212 valid_0's tweedie: 20.2056
[72] valid_0's poisson: -105.298 valid_0's tweedie: 20.1886
[73] valid_0's poisson: -105.384 valid_0's tweedie: 20.1715
[74] valid_0's poisson: -105.464 valid_0's tweedie: 20.1554
[75] valid_0's poisson: -105.545 valid_0's tweedie: 20.139
[76] valid_0's poisson: -105.626 valid_0's tweedie: 20.1231
[77] valid_0's poisson: -105.699 valid_0's tweedie: 20.1083
[78] valid_0's poisson: -105.774 valid_0's tweedie: 20.0931
[79] valid_0's poisson: -105.845 valid_0's tweedie: 20.0788
[80] valid_0's poisson: -105.916 valid_0's tweedie: 20.0644
[81] valid_0's poisson: -105.982 valid_0's tweedie: 20.0508
[82] valid_0's poisson: -106.051 valid_0's tweedie: 20.0369
[83] valid_0's poisson: -106.117 valid_0's tweedie: 20.0234
[84] valid_0's poisson: -106.181 valid_0's tweedie: 20.0105
[85] valid_0's poisson: -106.243 valid_0's tweedie: 19.9977
[86] valid_0's poisson: -106.302 valid_0's tweedie: 19.9856
[87] valid_0's poisson: -106.361 valid_0's tweedie: 19.9736
[88] valid_0's poisson: -106.418 valid_0's tweedie: 19.9618
[89] valid_0's poisson: -106.476 valid_0's tweedie: 19.9501
[90] valid_0's poisson: -106.53 valid_0's tweedie: 19.9391
[91] valid_0's poisson: -106.583 valid_0's tweedie: 19.9281
[92] valid_0's poisson: -106.636 valid_0's tweedie: 19.9173
[93] valid_0's poisson: -106.687 valid_0's tweedie: 19.9069
[94] valid_0's poisson: -106.738 valid_0's tweedie: 19.8964
[95] valid_0's poisson: -106.784 valid_0's tweedie: 19.8867
[96] valid_0's poisson: -106.832 valid_0's tweedie: 19.8768
[97] valid_0's poisson: -106.88 valid_0's tweedie: 19.8671
[98] valid_0's poisson: -106.924 valid_0's tweedie: 19.8579
[99] valid_0's poisson: -106.966 valid_0's tweedie: 19.8492
[100] valid_0's poisson: -107.009 valid_0's tweedie: 19.8403
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=1, learning_rate=0.015625, max_depth=6, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -104.251 valid_0's tweedie: 20.3651
[2] valid_0's poisson: -106.781 valid_0's tweedie: 19.8269
[3] valid_0's poisson: -107.548 valid_0's tweedie: 19.7102
[4] valid_0's poisson: -108.004 valid_0's tweedie: 19.6196
[5] valid_0's poisson: -108.197 valid_0's tweedie: 19.5938
[6] valid_0's poisson: -108.335 valid_0's tweedie: 19.5717
[7] valid_0's poisson: -108.477 valid_0's tweedie: 19.5483
[8] valid_0's poisson: -108.498 valid_0's tweedie: 19.536
[9] valid_0's poisson: -108.588 valid_0's tweedie: 19.5184
[10] valid_0's poisson: -108.647 valid_0's tweedie: 19.5089
[11] valid_0's poisson: -108.751 valid_0's tweedie: 19.4994
[12] valid_0's poisson: -108.766 valid_0's tweedie: 19.4956
[13] valid_0's poisson: -108.812 valid_0's tweedie: 19.491
[14] valid_0's poisson: -108.872 valid_0's tweedie: 19.4815
[15] valid_0's poisson: -108.977 valid_0's tweedie: 19.4652
[16] valid_0's poisson: -108.974 valid_0's tweedie: 19.4647
[17] valid_0's poisson: -108.972 valid_0's tweedie: 19.464
[18] valid_0's poisson: -108.977 valid_0's tweedie: 19.4596
[19] valid_0's poisson: -109.019 valid_0's tweedie: 19.4518
[20] valid_0's poisson: -109.043 valid_0's tweedie: 19.4498
[21] valid_0's poisson: -109.056 valid_0's tweedie: 19.4482
[22] valid_0's poisson: -109.094 valid_0's tweedie: 19.4437
[23] valid_0's poisson: -109.134 valid_0's tweedie: 19.4398
[24] valid_0's poisson: -109.162 valid_0's tweedie: 19.4376
[25] valid_0's poisson: -109.171 valid_0's tweedie: 19.4356
[26] valid_0's poisson: -109.227 valid_0's tweedie: 19.4285
[27] valid_0's poisson: -109.232 valid_0's tweedie: 19.4268
[28] valid_0's poisson: -109.224 valid_0's tweedie: 19.4289
[29] valid_0's poisson: -109.241 valid_0's tweedie: 19.4275
[30] valid_0's poisson: -109.254 valid_0's tweedie: 19.4246
[31] valid_0's poisson: -109.247 valid_0's tweedie: 19.4262
[32] valid_0's poisson: -109.263 valid_0's tweedie: 19.4251
[33] valid_0's poisson: -109.268 valid_0's tweedie: 19.4251
[34] valid_0's poisson: -109.29 valid_0's tweedie: 19.418
[35] valid_0's poisson: -109.299 valid_0's tweedie: 19.4151
[36] valid_0's poisson: -109.306 valid_0's tweedie: 19.4138
[37] valid_0's poisson: -109.311 valid_0's tweedie: 19.4131
[38] valid_0's poisson: -109.309 valid_0's tweedie: 19.4139
[39] valid_0's poisson: -109.319 valid_0's tweedie: 19.4127
[40] valid_0's poisson: -109.322 valid_0's tweedie: 19.4124
[41] valid_0's poisson: -109.323 valid_0's tweedie: 19.4115
[42] valid_0's poisson: -109.318 valid_0's tweedie: 19.4127
[43] valid_0's poisson: -109.326 valid_0's tweedie: 19.4114
[44] valid_0's poisson: -109.333 valid_0's tweedie: 19.4101
[45] valid_0's poisson: -109.33 valid_0's tweedie: 19.4107
[46] valid_0's poisson: -109.335 valid_0's tweedie: 19.4093
[47] valid_0's poisson: -109.344 valid_0's tweedie: 19.4066
[48] valid_0's poisson: -109.346 valid_0's tweedie: 19.4064
[49] valid_0's poisson: -109.34 valid_0's tweedie: 19.4066
[50] valid_0's poisson: -109.338 valid_0's tweedie: 19.4064
[51] valid_0's poisson: -109.344 valid_0's tweedie: 19.4048
[52] valid_0's poisson: -109.357 valid_0's tweedie: 19.3993
[53] valid_0's poisson: -109.365 valid_0's tweedie: 19.3993
[54] valid_0's poisson: -109.377 valid_0's tweedie: 19.3967
[55] valid_0's poisson: -109.383 valid_0's tweedie: 19.3961
[56] valid_0's poisson: -109.382 valid_0's tweedie: 19.3972
[57] valid_0's poisson: -109.375 valid_0's tweedie: 19.3995
[58] valid_0's poisson: -109.383 valid_0's tweedie: 19.3986
[59] valid_0's poisson: -109.386 valid_0's tweedie: 19.3994
[60] valid_0's poisson: -109.384 valid_0's tweedie: 19.3995
[61] valid_0's poisson: -109.385 valid_0's tweedie: 19.3989
[62] valid_0's poisson: -109.383 valid_0's tweedie: 19.3989
[63] valid_0's poisson: -109.385 valid_0's tweedie: 19.399
[64] valid_0's poisson: -109.4 valid_0's tweedie: 19.3961
[65] valid_0's poisson: -109.387 valid_0's tweedie: 19.3982
[66] valid_0's poisson: -109.397 valid_0's tweedie: 19.3967
[67] valid_0's poisson: -109.408 valid_0's tweedie: 19.396
[68] valid_0's poisson: -109.403 valid_0's tweedie: 19.3966
[69] valid_0's poisson: -109.417 valid_0's tweedie: 19.3941
[70] valid_0's poisson: -109.413 valid_0's tweedie: 19.3945
[71] valid_0's poisson: -109.407 valid_0's tweedie: 19.3955
[72] valid_0's poisson: -109.413 valid_0's tweedie: 19.394
[73] valid_0's poisson: -109.409 valid_0's tweedie: 19.3945
[74] valid_0's poisson: -109.405 valid_0's tweedie: 19.395
[75] valid_0's poisson: -109.403 valid_0's tweedie: 19.395
[76] valid_0's poisson: -109.415 valid_0's tweedie: 19.3932
[77] valid_0's poisson: -109.419 valid_0's tweedie: 19.3926
[78] valid_0's poisson: -109.42 valid_0's tweedie: 19.3915
[79] valid_0's poisson: -109.418 valid_0's tweedie: 19.3916
[80] valid_0's poisson: -109.412 valid_0's tweedie: 19.3924
[81] valid_0's poisson: -109.416 valid_0's tweedie: 19.392
[82] valid_0's poisson: -109.406 valid_0's tweedie: 19.3931
[83] valid_0's poisson: -109.407 valid_0's tweedie: 19.3939
[84] valid_0's poisson: -109.409 valid_0's tweedie: 19.3939
[85] valid_0's poisson: -109.41 valid_0's tweedie: 19.3944
[86] valid_0's poisson: -109.411 valid_0's tweedie: 19.3944
[87] valid_0's poisson: -109.414 valid_0's tweedie: 19.3941
[88] valid_0's poisson: -109.413 valid_0's tweedie: 19.3937
[89] valid_0's poisson: -109.417 valid_0's tweedie: 19.3942
[90] valid_0's poisson: -109.418 valid_0's tweedie: 19.3937
[91] valid_0's poisson: -109.415 valid_0's tweedie: 19.3943
[92] valid_0's poisson: -109.424 valid_0's tweedie: 19.3927
[93] valid_0's poisson: -109.425 valid_0's tweedie: 19.3923
[94] valid_0's poisson: -109.426 valid_0's tweedie: 19.3919
[95] valid_0's poisson: -109.427 valid_0's tweedie: 19.3915
[96] valid_0's poisson: -109.426 valid_0's tweedie: 19.3915
[97] valid_0's poisson: -109.427 valid_0's tweedie: 19.3918
[98] valid_0's poisson: -109.432 valid_0's tweedie: 19.3914
[99] valid_0's poisson: -109.434 valid_0's tweedie: 19.3916
[100] valid_0's poisson: -109.437 valid_0's tweedie: 19.3907
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=1.0, max_depth=4, tweedie_variance_power=1.5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -104.018 valid_0's tweedie: 20.3931
[2] valid_0's poisson: -106.532 valid_0's tweedie: 19.9053
[3] valid_0's poisson: -107.322 valid_0's tweedie: 19.6998
[4] valid_0's poisson: -107.916 valid_0's tweedie: 19.609
[5] valid_0's poisson: -108.043 valid_0's tweedie: 19.5859
[6] valid_0's poisson: -108.301 valid_0's tweedie: 19.5568
[7] valid_0's poisson: -108.323 valid_0's tweedie: 19.5553
[8] valid_0's poisson: -108.525 valid_0's tweedie: 19.5247
[9] valid_0's poisson: -108.638 valid_0's tweedie: 19.5043
[10] valid_0's poisson: -108.735 valid_0's tweedie: 19.4864
[11] valid_0's poisson: -108.748 valid_0's tweedie: 19.4841
[12] valid_0's poisson: -108.829 valid_0's tweedie: 19.4745
[13] valid_0's poisson: -108.906 valid_0's tweedie: 19.4667
[14] valid_0's poisson: -108.909 valid_0's tweedie: 19.4665
[15] valid_0's poisson: -109.053 valid_0's tweedie: 19.4507
[16] valid_0's poisson: -109.046 valid_0's tweedie: 19.4526
[17] valid_0's poisson: -109.049 valid_0's tweedie: 19.4509
[18] valid_0's poisson: -109.098 valid_0's tweedie: 19.4491
[19] valid_0's poisson: -109.107 valid_0's tweedie: 19.446
[20] valid_0's poisson: -109.099 valid_0's tweedie: 19.447
[21] valid_0's poisson: -109.092 valid_0's tweedie: 19.4475
[22] valid_0's poisson: -109.122 valid_0's tweedie: 19.4461
[23] valid_0's poisson: -109.121 valid_0's tweedie: 19.4452
[24] valid_0's poisson: -109.125 valid_0's tweedie: 19.4455
[25] valid_0's poisson: -109.197 valid_0's tweedie: 19.4371
[26] valid_0's poisson: -109.195 valid_0's tweedie: 19.4371
[27] valid_0's poisson: -109.204 valid_0's tweedie: 19.4342
[28] valid_0's poisson: -109.208 valid_0's tweedie: 19.4333
[29] valid_0's poisson: -109.215 valid_0's tweedie: 19.4336
[30] valid_0's poisson: -109.22 valid_0's tweedie: 19.433
[31] valid_0's poisson: -109.219 valid_0's tweedie: 19.4324
[32] valid_0's poisson: -109.23 valid_0's tweedie: 19.4296
[33] valid_0's poisson: -109.242 valid_0's tweedie: 19.4284
[34] valid_0's poisson: -109.226 valid_0's tweedie: 19.4304
[35] valid_0's poisson: -109.226 valid_0's tweedie: 19.4304
[36] valid_0's poisson: -109.231 valid_0's tweedie: 19.4311
[37] valid_0's poisson: -109.23 valid_0's tweedie: 19.4311
[38] valid_0's poisson: -109.241 valid_0's tweedie: 19.4286
[39] valid_0's poisson: -109.24 valid_0's tweedie: 19.4273
[40] valid_0's poisson: -109.249 valid_0's tweedie: 19.4267
[41] valid_0's poisson: -109.254 valid_0's tweedie: 19.4243
[42] valid_0's poisson: -109.254 valid_0's tweedie: 19.4248
[43] valid_0's poisson: -109.25 valid_0's tweedie: 19.4252
[44] valid_0's poisson: -109.25 valid_0's tweedie: 19.4239
[45] valid_0's poisson: -109.256 valid_0's tweedie: 19.4234
[46] valid_0's poisson: -109.249 valid_0's tweedie: 19.4245
[47] valid_0's poisson: -109.264 valid_0's tweedie: 19.4245
[48] valid_0's poisson: -109.268 valid_0's tweedie: 19.4229
[49] valid_0's poisson: -109.267 valid_0's tweedie: 19.4222
[50] valid_0's poisson: -109.266 valid_0's tweedie: 19.4214
[51] valid_0's poisson: -109.269 valid_0's tweedie: 19.4205
[52] valid_0's poisson: -109.274 valid_0's tweedie: 19.4203
[53] valid_0's poisson: -109.273 valid_0's tweedie: 19.4199
[54] valid_0's poisson: -109.285 valid_0's tweedie: 19.4186
[55] valid_0's poisson: -109.294 valid_0's tweedie: 19.4167
[56] valid_0's poisson: -109.292 valid_0's tweedie: 19.4173
[57] valid_0's poisson: -109.288 valid_0's tweedie: 19.4178
[58] valid_0's poisson: -109.286 valid_0's tweedie: 19.4188
[59] valid_0's poisson: -109.286 valid_0's tweedie: 19.4183
[60] valid_0's poisson: -109.28 valid_0's tweedie: 19.4195
[61] valid_0's poisson: -109.277 valid_0's tweedie: 19.4201
[62] valid_0's poisson: -109.276 valid_0's tweedie: 19.4199
[63] valid_0's poisson: -109.274 valid_0's tweedie: 19.4184
[64] valid_0's poisson: -109.274 valid_0's tweedie: 19.4185
[65] valid_0's poisson: -109.279 valid_0's tweedie: 19.4172
[66] valid_0's poisson: -109.276 valid_0's tweedie: 19.4202
[67] valid_0's poisson: -109.274 valid_0's tweedie: 19.4192
[68] valid_0's poisson: -109.285 valid_0's tweedie: 19.4182
[69] valid_0's poisson: -109.287 valid_0's tweedie: 19.4184
[70] valid_0's poisson: -109.287 valid_0's tweedie: 19.419
[71] valid_0's poisson: -109.29 valid_0's tweedie: 19.419
[72] valid_0's poisson: -109.293 valid_0's tweedie: 19.4181
[73] valid_0's poisson: -109.292 valid_0's tweedie: 19.4186
[74] valid_0's poisson: -109.284 valid_0's tweedie: 19.4198
[75] valid_0's poisson: -109.29 valid_0's tweedie: 19.4183
[76] valid_0's poisson: -109.292 valid_0's tweedie: 19.4184
[77] valid_0's poisson: -109.283 valid_0's tweedie: 19.4203
[78] valid_0's poisson: -109.282 valid_0's tweedie: 19.421
[79] valid_0's poisson: -109.283 valid_0's tweedie: 19.4223
[80] valid_0's poisson: -109.284 valid_0's tweedie: 19.4221
[81] valid_0's poisson: -109.279 valid_0's tweedie: 19.4229
[82] valid_0's poisson: -109.27 valid_0's tweedie: 19.4242
[83] valid_0's poisson: -109.276 valid_0's tweedie: 19.4239
[84] valid_0's poisson: -109.271 valid_0's tweedie: 19.4251
[85] valid_0's poisson: -109.28 valid_0's tweedie: 19.4237
[86] valid_0's poisson: -109.285 valid_0's tweedie: 19.4229
[87] valid_0's poisson: -109.288 valid_0's tweedie: 19.422
[88] valid_0's poisson: -109.285 valid_0's tweedie: 19.4227
[89] valid_0's poisson: -109.276 valid_0's tweedie: 19.4232
[90] valid_0's poisson: -109.273 valid_0's tweedie: 19.4238
[91] valid_0's poisson: -109.272 valid_0's tweedie: 19.4236
[92] valid_0's poisson: -109.276 valid_0's tweedie: 19.4222
[93] valid_0's poisson: -109.278 valid_0's tweedie: 19.4219
[94] valid_0's poisson: -109.278 valid_0's tweedie: 19.4213
[95] valid_0's poisson: -109.278 valid_0's tweedie: 19.4212
[96] valid_0's poisson: -109.277 valid_0's tweedie: 19.4213
[97] valid_0's poisson: -109.273 valid_0's tweedie: 19.4217
[98] valid_0's poisson: -109.274 valid_0's tweedie: 19.4219
[99] valid_0's poisson: -109.279 valid_0's tweedie: 19.4218
[100] valid_0's poisson: -109.273 valid_0's tweedie: 19.4226
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=1.0, max_depth=4, tweedie_variance_power=1.5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -104.03 valid_0's tweedie: 20.3987
[2] valid_0's poisson: -106.621 valid_0's tweedie: 19.8909
[3] valid_0's poisson: -107.192 valid_0's tweedie: 19.7543
[4] valid_0's poisson: -107.489 valid_0's tweedie: 19.6971
[5] valid_0's poisson: -107.801 valid_0's tweedie: 19.6356
[6] valid_0's poisson: -107.897 valid_0's tweedie: 19.6207
[7] valid_0's poisson: -108.224 valid_0's tweedie: 19.5788
[8] valid_0's poisson: -108.385 valid_0's tweedie: 19.5505
[9] valid_0's poisson: -108.501 valid_0's tweedie: 19.5334
[10] valid_0's poisson: -108.551 valid_0's tweedie: 19.5236
[11] valid_0's poisson: -108.64 valid_0's tweedie: 19.5125
[12] valid_0's poisson: -108.67 valid_0's tweedie: 19.5078
[13] valid_0's poisson: -108.671 valid_0's tweedie: 19.5084
[14] valid_0's poisson: -108.691 valid_0's tweedie: 19.5047
[15] valid_0's poisson: -108.773 valid_0's tweedie: 19.4969
[16] valid_0's poisson: -108.842 valid_0's tweedie: 19.4767
[17] valid_0's poisson: -108.889 valid_0's tweedie: 19.4694
[18] valid_0's poisson: -109.048 valid_0's tweedie: 19.444
[19] valid_0's poisson: -109.065 valid_0's tweedie: 19.445
[20] valid_0's poisson: -109.096 valid_0's tweedie: 19.4413
[21] valid_0's poisson: -109.123 valid_0's tweedie: 19.4383
[22] valid_0's poisson: -109.115 valid_0's tweedie: 19.4388
[23] valid_0's poisson: -109.146 valid_0's tweedie: 19.4363
[24] valid_0's poisson: -109.141 valid_0's tweedie: 19.4365
[25] valid_0's poisson: -109.158 valid_0's tweedie: 19.4337
[26] valid_0's poisson: -109.159 valid_0's tweedie: 19.4341
[27] valid_0's poisson: -109.164 valid_0's tweedie: 19.4328
[28] valid_0's poisson: -109.179 valid_0's tweedie: 19.4325
[29] valid_0's poisson: -109.186 valid_0's tweedie: 19.43
[30] valid_0's poisson: -109.188 valid_0's tweedie: 19.4281
[31] valid_0's poisson: -109.182 valid_0's tweedie: 19.43
[32] valid_0's poisson: -109.187 valid_0's tweedie: 19.43
[33] valid_0's poisson: -109.189 valid_0's tweedie: 19.4301
[34] valid_0's poisson: -109.207 valid_0's tweedie: 19.4282
[35] valid_0's poisson: -109.208 valid_0's tweedie: 19.4295
[36] valid_0's poisson: -109.219 valid_0's tweedie: 19.4272
[37] valid_0's poisson: -109.235 valid_0's tweedie: 19.4249
[38] valid_0's poisson: -109.23 valid_0's tweedie: 19.4252
[39] valid_0's poisson: -109.226 valid_0's tweedie: 19.425
[40] valid_0's poisson: -109.223 valid_0's tweedie: 19.4237
[41] valid_0's poisson: -109.239 valid_0's tweedie: 19.4218
[42] valid_0's poisson: -109.243 valid_0's tweedie: 19.4216
[43] valid_0's poisson: -109.234 valid_0's tweedie: 19.4241
[44] valid_0's poisson: -109.245 valid_0's tweedie: 19.4224
[45] valid_0's poisson: -109.241 valid_0's tweedie: 19.423
[46] valid_0's poisson: -109.247 valid_0's tweedie: 19.4193
[47] valid_0's poisson: -109.252 valid_0's tweedie: 19.4177
[48] valid_0's poisson: -109.261 valid_0's tweedie: 19.4166
[49] valid_0's poisson: -109.271 valid_0's tweedie: 19.4158
[50] valid_0's poisson: -109.27 valid_0's tweedie: 19.4149
[51] valid_0's poisson: -109.269 valid_0's tweedie: 19.4145
[52] valid_0's poisson: -109.266 valid_0's tweedie: 19.4146
[53] valid_0's poisson: -109.285 valid_0's tweedie: 19.412
[54] valid_0's poisson: -109.294 valid_0's tweedie: 19.411
[55] valid_0's poisson: -109.297 valid_0's tweedie: 19.4074
[56] valid_0's poisson: -109.299 valid_0's tweedie: 19.4069
[57] valid_0's poisson: -109.291 valid_0's tweedie: 19.4084
[58] valid_0's poisson: -109.308 valid_0's tweedie: 19.4063
[59] valid_0's poisson: -109.313 valid_0's tweedie: 19.4061
[60] valid_0's poisson: -109.305 valid_0's tweedie: 19.4084
[61] valid_0's poisson: -109.305 valid_0's tweedie: 19.4085
[62] valid_0's poisson: -109.301 valid_0's tweedie: 19.4092
[63] valid_0's poisson: -109.3 valid_0's tweedie: 19.4093
[64] valid_0's poisson: -109.307 valid_0's tweedie: 19.408
[65] valid_0's poisson: -109.304 valid_0's tweedie: 19.4083
[66] valid_0's poisson: -109.34 valid_0's tweedie: 19.403
[67] valid_0's poisson: -109.356 valid_0's tweedie: 19.4004
[68] valid_0's poisson: -109.347 valid_0's tweedie: 19.4023
[69] valid_0's poisson: -109.341 valid_0's tweedie: 19.4034
[70] valid_0's poisson: -109.339 valid_0's tweedie: 19.4022
[71] valid_0's poisson: -109.342 valid_0's tweedie: 19.4023
[72] valid_0's poisson: -109.349 valid_0's tweedie: 19.4025
[73] valid_0's poisson: -109.356 valid_0's tweedie: 19.4017
[74] valid_0's poisson: -109.357 valid_0's tweedie: 19.4021
[75] valid_0's poisson: -109.359 valid_0's tweedie: 19.4019
[76] valid_0's poisson: -109.362 valid_0's tweedie: 19.4031
[77] valid_0's poisson: -109.363 valid_0's tweedie: 19.4031
[78] valid_0's poisson: -109.369 valid_0's tweedie: 19.4026
[79] valid_0's poisson: -109.385 valid_0's tweedie: 19.3993
[80] valid_0's poisson: -109.376 valid_0's tweedie: 19.3998
[81] valid_0's poisson: -109.39 valid_0's tweedie: 19.3975
[82] valid_0's poisson: -109.386 valid_0's tweedie: 19.3979
[83] valid_0's poisson: -109.388 valid_0's tweedie: 19.3966
[84] valid_0's poisson: -109.389 valid_0's tweedie: 19.3965
[85] valid_0's poisson: -109.382 valid_0's tweedie: 19.3977
[86] valid_0's poisson: -109.379 valid_0's tweedie: 19.3984
[87] valid_0's poisson: -109.386 valid_0's tweedie: 19.397
[88] valid_0's poisson: -109.379 valid_0's tweedie: 19.3982
[89] valid_0's poisson: -109.385 valid_0's tweedie: 19.397
[90] valid_0's poisson: -109.389 valid_0's tweedie: 19.397
[91] valid_0's poisson: -109.383 valid_0's tweedie: 19.3977
[92] valid_0's poisson: -109.384 valid_0's tweedie: 19.3976
[93] valid_0's poisson: -109.385 valid_0's tweedie: 19.3982
[94] valid_0's poisson: -109.387 valid_0's tweedie: 19.398
[95] valid_0's poisson: -109.388 valid_0's tweedie: 19.3971
[96] valid_0's poisson: -109.4 valid_0's tweedie: 19.3958
[97] valid_0's poisson: -109.405 valid_0's tweedie: 19.3951
[98] valid_0's poisson: -109.404 valid_0's tweedie: 19.3953
[99] valid_0's poisson: -109.402 valid_0's tweedie: 19.396
[100] valid_0's poisson: -109.406 valid_0's tweedie: 19.3954
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=1.0, max_depth=4, tweedie_variance_power=1.5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -104.386 valid_0's tweedie: 20.3373
[2] valid_0's poisson: -106.619 valid_0's tweedie: 19.875
[3] valid_0's poisson: -107.269 valid_0's tweedie: 19.7486
[4] valid_0's poisson: -107.761 valid_0's tweedie: 19.6752
[5] valid_0's poisson: -107.882 valid_0's tweedie: 19.639
[6] valid_0's poisson: -108.084 valid_0's tweedie: 19.6081
[7] valid_0's poisson: -108.281 valid_0's tweedie: 19.5832
[8] valid_0's poisson: -108.389 valid_0's tweedie: 19.5634
[9] valid_0's poisson: -108.425 valid_0's tweedie: 19.5565
[10] valid_0's poisson: -108.479 valid_0's tweedie: 19.5491
[11] valid_0's poisson: -108.615 valid_0's tweedie: 19.527
[12] valid_0's poisson: -108.698 valid_0's tweedie: 19.5173
[13] valid_0's poisson: -108.724 valid_0's tweedie: 19.5128
[14] valid_0's poisson: -108.88 valid_0's tweedie: 19.4925
[15] valid_0's poisson: -108.934 valid_0's tweedie: 19.4846
[16] valid_0's poisson: -108.979 valid_0's tweedie: 19.4755
[17] valid_0's poisson: -109.038 valid_0's tweedie: 19.4692
[18] valid_0's poisson: -109.093 valid_0's tweedie: 19.4605
[19] valid_0's poisson: -109.109 valid_0's tweedie: 19.4586
[20] valid_0's poisson: -109.113 valid_0's tweedie: 19.4564
[21] valid_0's poisson: -109.115 valid_0's tweedie: 19.4549
[22] valid_0's poisson: -109.125 valid_0's tweedie: 19.4533
[23] valid_0's poisson: -109.138 valid_0's tweedie: 19.4509
[24] valid_0's poisson: -109.159 valid_0's tweedie: 19.4464
[25] valid_0's poisson: -109.142 valid_0's tweedie: 19.4489
[26] valid_0's poisson: -109.14 valid_0's tweedie: 19.4477
[27] valid_0's poisson: -109.135 valid_0's tweedie: 19.4488
[28] valid_0's poisson: -109.148 valid_0's tweedie: 19.4454
[29] valid_0's poisson: -109.158 valid_0's tweedie: 19.4426
[30] valid_0's poisson: -109.19 valid_0's tweedie: 19.4378
[31] valid_0's poisson: -109.174 valid_0's tweedie: 19.4396
[32] valid_0's poisson: -109.181 valid_0's tweedie: 19.4395
[33] valid_0's poisson: -109.19 valid_0's tweedie: 19.4385
[34] valid_0's poisson: -109.217 valid_0's tweedie: 19.4345
[35] valid_0's poisson: -109.22 valid_0's tweedie: 19.4345
[36] valid_0's poisson: -109.241 valid_0's tweedie: 19.4314
[37] valid_0's poisson: -109.239 valid_0's tweedie: 19.4323
[38] valid_0's poisson: -109.226 valid_0's tweedie: 19.4331
[39] valid_0's poisson: -109.222 valid_0's tweedie: 19.4339
[40] valid_0's poisson: -109.229 valid_0's tweedie: 19.433
[41] valid_0's poisson: -109.212 valid_0's tweedie: 19.434
[42] valid_0's poisson: -109.237 valid_0's tweedie: 19.4316
[43] valid_0's poisson: -109.233 valid_0's tweedie: 19.4311
[44] valid_0's poisson: -109.225 valid_0's tweedie: 19.4325
[45] valid_0's poisson: -109.232 valid_0's tweedie: 19.4324
[46] valid_0's poisson: -109.238 valid_0's tweedie: 19.4302
[47] valid_0's poisson: -109.251 valid_0's tweedie: 19.4248
[48] valid_0's poisson: -109.249 valid_0's tweedie: 19.4252
[49] valid_0's poisson: -109.254 valid_0's tweedie: 19.425
[50] valid_0's poisson: -109.245 valid_0's tweedie: 19.4269
[51] valid_0's poisson: -109.255 valid_0's tweedie: 19.4257
[52] valid_0's poisson: -109.261 valid_0's tweedie: 19.4245
[53] valid_0's poisson: -109.259 valid_0's tweedie: 19.4247
[54] valid_0's poisson: -109.266 valid_0's tweedie: 19.424
[55] valid_0's poisson: -109.273 valid_0's tweedie: 19.4218
[56] valid_0's poisson: -109.271 valid_0's tweedie: 19.421
[57] valid_0's poisson: -109.275 valid_0's tweedie: 19.4212
[58] valid_0's poisson: -109.279 valid_0's tweedie: 19.4208
[59] valid_0's poisson: -109.276 valid_0's tweedie: 19.4198
[60] valid_0's poisson: -109.27 valid_0's tweedie: 19.4225
[61] valid_0's poisson: -109.281 valid_0's tweedie: 19.4212
[62] valid_0's poisson: -109.28 valid_0's tweedie: 19.4207
[63] valid_0's poisson: -109.3 valid_0's tweedie: 19.4181
[64] valid_0's poisson: -109.302 valid_0's tweedie: 19.417
[65] valid_0's poisson: -109.302 valid_0's tweedie: 19.4171
[66] valid_0's poisson: -109.311 valid_0's tweedie: 19.4158
[67] valid_0's poisson: -109.306 valid_0's tweedie: 19.416
[68] valid_0's poisson: -109.305 valid_0's tweedie: 19.4153
[69] valid_0's poisson: -109.309 valid_0's tweedie: 19.4151
[70] valid_0's poisson: -109.307 valid_0's tweedie: 19.4158
[71] valid_0's poisson: -109.32 valid_0's tweedie: 19.4147
[72] valid_0's poisson: -109.316 valid_0's tweedie: 19.4145
[73] valid_0's poisson: -109.32 valid_0's tweedie: 19.4147
[74] valid_0's poisson: -109.327 valid_0's tweedie: 19.4143
[75] valid_0's poisson: -109.336 valid_0's tweedie: 19.4132
[76] valid_0's poisson: -109.333 valid_0's tweedie: 19.4131
[77] valid_0's poisson: -109.335 valid_0's tweedie: 19.4135
[78] valid_0's poisson: -109.337 valid_0's tweedie: 19.4143
[79] valid_0's poisson: -109.322 valid_0's tweedie: 19.4165
[80] valid_0's poisson: -109.323 valid_0's tweedie: 19.4153
[81] valid_0's poisson: -109.319 valid_0's tweedie: 19.4184
[82] valid_0's poisson: -109.315 valid_0's tweedie: 19.4193
[83] valid_0's poisson: -109.324 valid_0's tweedie: 19.4184
[84] valid_0's poisson: -109.332 valid_0's tweedie: 19.4178
[85] valid_0's poisson: -109.336 valid_0's tweedie: 19.4152
[86] valid_0's poisson: -109.336 valid_0's tweedie: 19.4163
[87] valid_0's poisson: -109.328 valid_0's tweedie: 19.4167
[88] valid_0's poisson: -109.328 valid_0's tweedie: 19.4157
[89] valid_0's poisson: -109.327 valid_0's tweedie: 19.4161
[90] valid_0's poisson: -109.336 valid_0's tweedie: 19.4155
[91] valid_0's poisson: -109.334 valid_0's tweedie: 19.4165
[92] valid_0's poisson: -109.326 valid_0's tweedie: 19.4181
[93] valid_0's poisson: -109.333 valid_0's tweedie: 19.4161
[94] valid_0's poisson: -109.34 valid_0's tweedie: 19.4158
[95] valid_0's poisson: -109.347 valid_0's tweedie: 19.4132
[96] valid_0's poisson: -109.342 valid_0's tweedie: 19.4136
[97] valid_0's poisson: -109.345 valid_0's tweedie: 19.414
[98] valid_0's poisson: -109.351 valid_0's tweedie: 19.4134
[99] valid_0's poisson: -109.351 valid_0's tweedie: 19.4133
[100] valid_0's poisson: -109.354 valid_0's tweedie: 19.4129
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=1.0, max_depth=4, tweedie_variance_power=1.5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -104.385 valid_0's tweedie: 20.3614
[2] valid_0's poisson: -106.64 valid_0's tweedie: 19.8973
[3] valid_0's poisson: -107.223 valid_0's tweedie: 19.7496
[4] valid_0's poisson: -107.472 valid_0's tweedie: 19.6985
[5] valid_0's poisson: -107.756 valid_0's tweedie: 19.6562
[6] valid_0's poisson: -107.927 valid_0's tweedie: 19.6148
[7] valid_0's poisson: -108.185 valid_0's tweedie: 19.5817
[8] valid_0's poisson: -108.295 valid_0's tweedie: 19.5649
[9] valid_0's poisson: -108.34 valid_0's tweedie: 19.5566
[10] valid_0's poisson: -108.6 valid_0's tweedie: 19.5102
[11] valid_0's poisson: -108.701 valid_0's tweedie: 19.5005
[12] valid_0's poisson: -108.766 valid_0's tweedie: 19.4888
[13] valid_0's poisson: -108.785 valid_0's tweedie: 19.4852
[14] valid_0's poisson: -108.846 valid_0's tweedie: 19.4768
[15] valid_0's poisson: -108.952 valid_0's tweedie: 19.465
[16] valid_0's poisson: -109.022 valid_0's tweedie: 19.4543
[17] valid_0's poisson: -109.024 valid_0's tweedie: 19.4516
[18] valid_0's poisson: -109.024 valid_0's tweedie: 19.452
[19] valid_0's poisson: -109.078 valid_0's tweedie: 19.4439
[20] valid_0's poisson: -109.09 valid_0's tweedie: 19.4422
[21] valid_0's poisson: -109.092 valid_0's tweedie: 19.4404
[22] valid_0's poisson: -109.121 valid_0's tweedie: 19.4357
[23] valid_0's poisson: -109.124 valid_0's tweedie: 19.4355
[24] valid_0's poisson: -109.107 valid_0's tweedie: 19.4396
[25] valid_0's poisson: -109.129 valid_0's tweedie: 19.4357
[26] valid_0's poisson: -109.152 valid_0's tweedie: 19.4333
[27] valid_0's poisson: -109.159 valid_0's tweedie: 19.4331
[28] valid_0's poisson: -109.163 valid_0's tweedie: 19.4324
[29] valid_0's poisson: -109.165 valid_0's tweedie: 19.4324
[30] valid_0's poisson: -109.175 valid_0's tweedie: 19.4306
[31] valid_0's poisson: -109.173 valid_0's tweedie: 19.4315
[32] valid_0's poisson: -109.174 valid_0's tweedie: 19.4317
[33] valid_0's poisson: -109.172 valid_0's tweedie: 19.4318
[34] valid_0's poisson: -109.176 valid_0's tweedie: 19.4316
[35] valid_0's poisson: -109.182 valid_0's tweedie: 19.4301
[36] valid_0's poisson: -109.19 valid_0's tweedie: 19.4287
[37] valid_0's poisson: -109.199 valid_0's tweedie: 19.4285
[38] valid_0's poisson: -109.197 valid_0's tweedie: 19.4303
[39] valid_0's poisson: -109.219 valid_0's tweedie: 19.4277
[40] valid_0's poisson: -109.223 valid_0's tweedie: 19.4263
[41] valid_0's poisson: -109.237 valid_0's tweedie: 19.4224
[42] valid_0's poisson: -109.222 valid_0's tweedie: 19.4269
[43] valid_0's poisson: -109.221 valid_0's tweedie: 19.4272
[44] valid_0's poisson: -109.22 valid_0's tweedie: 19.4277
[45] valid_0's poisson: -109.225 valid_0's tweedie: 19.4277
[46] valid_0's poisson: -109.241 valid_0's tweedie: 19.4245
[47] valid_0's poisson: -109.246 valid_0's tweedie: 19.4235
[48] valid_0's poisson: -109.24 valid_0's tweedie: 19.4244
[49] valid_0's poisson: -109.249 valid_0's tweedie: 19.423
[50] valid_0's poisson: -109.254 valid_0's tweedie: 19.4229
[51] valid_0's poisson: -109.25 valid_0's tweedie: 19.4239
[52] valid_0's poisson: -109.252 valid_0's tweedie: 19.4229
[53] valid_0's poisson: -109.257 valid_0's tweedie: 19.4211
[54] valid_0's poisson: -109.267 valid_0's tweedie: 19.418
[55] valid_0's poisson: -109.268 valid_0's tweedie: 19.4176
[56] valid_0's poisson: -109.274 valid_0's tweedie: 19.4168
[57] valid_0's poisson: -109.278 valid_0's tweedie: 19.416
[58] valid_0's poisson: -109.286 valid_0's tweedie: 19.4159
[59] valid_0's poisson: -109.292 valid_0's tweedie: 19.4149
[60] valid_0's poisson: -109.293 valid_0's tweedie: 19.4148
[61] valid_0's poisson: -109.305 valid_0's tweedie: 19.4131
[62] valid_0's poisson: -109.303 valid_0's tweedie: 19.4141
[63] valid_0's poisson: -109.314 valid_0's tweedie: 19.4142
[64] valid_0's poisson: -109.32 valid_0's tweedie: 19.414
[65] valid_0's poisson: -109.322 valid_0's tweedie: 19.4156
[66] valid_0's poisson: -109.322 valid_0's tweedie: 19.4161
[67] valid_0's poisson: -109.326 valid_0's tweedie: 19.4153
[68] valid_0's poisson: -109.328 valid_0's tweedie: 19.4159
[69] valid_0's poisson: -109.327 valid_0's tweedie: 19.4176
[70] valid_0's poisson: -109.329 valid_0's tweedie: 19.4178
[71] valid_0's poisson: -109.331 valid_0's tweedie: 19.417
[72] valid_0's poisson: -109.336 valid_0's tweedie: 19.4156
[73] valid_0's poisson: -109.34 valid_0's tweedie: 19.4154
[74] valid_0's poisson: -109.35 valid_0's tweedie: 19.4136
[75] valid_0's poisson: -109.348 valid_0's tweedie: 19.4142
[76] valid_0's poisson: -109.349 valid_0's tweedie: 19.4134
[77] valid_0's poisson: -109.347 valid_0's tweedie: 19.4138
[78] valid_0's poisson: -109.351 valid_0's tweedie: 19.4129
[79] valid_0's poisson: -109.359 valid_0's tweedie: 19.4124
[80] valid_0's poisson: -109.355 valid_0's tweedie: 19.4125
[81] valid_0's poisson: -109.344 valid_0's tweedie: 19.4151
[82] valid_0's poisson: -109.353 valid_0's tweedie: 19.4141
[83] valid_0's poisson: -109.352 valid_0's tweedie: 19.4147
[84] valid_0's poisson: -109.352 valid_0's tweedie: 19.4147
[85] valid_0's poisson: -109.359 valid_0's tweedie: 19.4132
[86] valid_0's poisson: -109.352 valid_0's tweedie: 19.4139
[87] valid_0's poisson: -109.352 valid_0's tweedie: 19.4139
[88] valid_0's poisson: -109.35 valid_0's tweedie: 19.4142
[89] valid_0's poisson: -109.346 valid_0's tweedie: 19.4154
[90] valid_0's poisson: -109.34 valid_0's tweedie: 19.4165
[91] valid_0's poisson: -109.345 valid_0's tweedie: 19.4163
[92] valid_0's poisson: -109.349 valid_0's tweedie: 19.4154
[93] valid_0's poisson: -109.339 valid_0's tweedie: 19.4181
[94] valid_0's poisson: -109.341 valid_0's tweedie: 19.417
[95] valid_0's poisson: -109.348 valid_0's tweedie: 19.4162
[96] valid_0's poisson: -109.35 valid_0's tweedie: 19.4161
[97] valid_0's poisson: -109.349 valid_0's tweedie: 19.4165
[98] valid_0's poisson: -109.351 valid_0's tweedie: 19.4166
[99] valid_0's poisson: -109.353 valid_0's tweedie: 19.4165
[100] valid_0's poisson: -109.366 valid_0's tweedie: 19.4152
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=1.0, max_depth=4, tweedie_variance_power=1.5; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.3391 valid_0's tweedie: 266.642
[2] valid_0's poisson: -91.218 valid_0's tweedie: 265.339
[3] valid_0's poisson: -92.835 valid_0's tweedie: 264.222
[4] valid_0's poisson: -94.246 valid_0's tweedie: 263.248
[5] valid_0's poisson: -95.4953 valid_0's tweedie: 262.386
[6] valid_0's poisson: -96.5997 valid_0's tweedie: 261.622
[7] valid_0's poisson: -97.596 valid_0's tweedie: 260.933
[8] valid_0's poisson: -98.4932 valid_0's tweedie: 260.311
[9] valid_0's poisson: -99.3271 valid_0's tweedie: 259.733
[10] valid_0's poisson: -100.027 valid_0's tweedie: 259.244
[11] valid_0's poisson: -100.679 valid_0's tweedie: 258.788
[12] valid_0's poisson: -101.301 valid_0's tweedie: 258.353
[13] valid_0's poisson: -101.829 valid_0's tweedie: 257.981
[14] valid_0's poisson: -102.303 valid_0's tweedie: 257.646
[15] valid_0's poisson: -102.767 valid_0's tweedie: 257.317
[16] valid_0's poisson: -103.162 valid_0's tweedie: 257.035
[17] valid_0's poisson: -103.583 valid_0's tweedie: 256.735
[18] valid_0's poisson: -103.918 valid_0's tweedie: 256.494
[19] valid_0's poisson: -104.243 valid_0's tweedie: 256.263
[20] valid_0's poisson: -104.533 valid_0's tweedie: 256.054
[21] valid_0's poisson: -104.805 valid_0's tweedie: 255.857
[22] valid_0's poisson: -105.055 valid_0's tweedie: 255.676
[23] valid_0's poisson: -105.29 valid_0's tweedie: 255.505
[24] valid_0's poisson: -105.529 valid_0's tweedie: 255.333
[25] valid_0's poisson: -105.727 valid_0's tweedie: 255.188
[26] valid_0's poisson: -105.934 valid_0's tweedie: 255.038
[27] valid_0's poisson: -106.121 valid_0's tweedie: 254.902
[28] valid_0's poisson: -106.278 valid_0's tweedie: 254.787
[29] valid_0's poisson: -106.433 valid_0's tweedie: 254.673
[30] valid_0's poisson: -106.57 valid_0's tweedie: 254.573
[31] valid_0's poisson: -106.706 valid_0's tweedie: 254.473
[32] valid_0's poisson: -106.826 valid_0's tweedie: 254.384
[33] valid_0's poisson: -106.942 valid_0's tweedie: 254.298
[34] valid_0's poisson: -107.042 valid_0's tweedie: 254.223
[35] valid_0's poisson: -107.151 valid_0's tweedie: 254.143
[36] valid_0's poisson: -107.245 valid_0's tweedie: 254.074
[37] valid_0's poisson: -107.346 valid_0's tweedie: 254.002
[38] valid_0's poisson: -107.426 valid_0's tweedie: 253.943
[39] valid_0's poisson: -107.499 valid_0's tweedie: 253.89
[40] valid_0's poisson: -107.574 valid_0's tweedie: 253.834
[41] valid_0's poisson: -107.636 valid_0's tweedie: 253.787
[42] valid_0's poisson: -107.695 valid_0's tweedie: 253.744
[43] valid_0's poisson: -107.765 valid_0's tweedie: 253.693
[44] valid_0's poisson: -107.816 valid_0's tweedie: 253.655
[45] valid_0's poisson: -107.865 valid_0's tweedie: 253.619
[46] valid_0's poisson: -107.922 valid_0's tweedie: 253.577
[47] valid_0's poisson: -107.978 valid_0's tweedie: 253.538
[48] valid_0's poisson: -108.022 valid_0's tweedie: 253.504
[49] valid_0's poisson: -108.065 valid_0's tweedie: 253.473
[50] valid_0's poisson: -108.099 valid_0's tweedie: 253.448
[51] valid_0's poisson: -108.141 valid_0's tweedie: 253.417
[52] valid_0's poisson: -108.179 valid_0's tweedie: 253.39
[53] valid_0's poisson: -108.22 valid_0's tweedie: 253.36
[54] valid_0's poisson: -108.254 valid_0's tweedie: 253.334
[55] valid_0's poisson: -108.291 valid_0's tweedie: 253.307
[56] valid_0's poisson: -108.328 valid_0's tweedie: 253.281
[57] valid_0's poisson: -108.356 valid_0's tweedie: 253.261
[58] valid_0's poisson: -108.376 valid_0's tweedie: 253.245
[59] valid_0's poisson: -108.404 valid_0's tweedie: 253.225
[60] valid_0's poisson: -108.428 valid_0's tweedie: 253.208
[61] valid_0's poisson: -108.449 valid_0's tweedie: 253.193
[62] valid_0's poisson: -108.465 valid_0's tweedie: 253.181
[63] valid_0's poisson: -108.483 valid_0's tweedie: 253.167
[64] valid_0's poisson: -108.505 valid_0's tweedie: 253.151
[65] valid_0's poisson: -108.537 valid_0's tweedie: 253.127
[66] valid_0's poisson: -108.553 valid_0's tweedie: 253.116
[67] valid_0's poisson: -108.585 valid_0's tweedie: 253.094
[68] valid_0's poisson: -108.599 valid_0's tweedie: 253.084
[69] valid_0's poisson: -108.627 valid_0's tweedie: 253.065
[70] valid_0's poisson: -108.646 valid_0's tweedie: 253.052
[71] valid_0's poisson: -108.663 valid_0's tweedie: 253.04
[72] valid_0's poisson: -108.677 valid_0's tweedie: 253.03
[73] valid_0's poisson: -108.688 valid_0's tweedie: 253.022
[74] valid_0's poisson: -108.714 valid_0's tweedie: 253.003
[75] valid_0's poisson: -108.735 valid_0's tweedie: 252.989
[76] valid_0's poisson: -108.746 valid_0's tweedie: 252.981
[77] valid_0's poisson: -108.754 valid_0's tweedie: 252.976
[78] valid_0's poisson: -108.768 valid_0's tweedie: 252.966
[79] valid_0's poisson: -108.789 valid_0's tweedie: 252.952
[80] valid_0's poisson: -108.799 valid_0's tweedie: 252.944
[81] valid_0's poisson: -108.809 valid_0's tweedie: 252.936
[82] valid_0's poisson: -108.832 valid_0's tweedie: 252.92
[83] valid_0's poisson: -108.839 valid_0's tweedie: 252.914
[84] valid_0's poisson: -108.844 valid_0's tweedie: 252.911
[85] valid_0's poisson: -108.849 valid_0's tweedie: 252.907
[86] valid_0's poisson: -108.866 valid_0's tweedie: 252.895
[87] valid_0's poisson: -108.872 valid_0's tweedie: 252.891
[88] valid_0's poisson: -108.882 valid_0's tweedie: 252.884
[89] valid_0's poisson: -108.898 valid_0's tweedie: 252.872
[90] valid_0's poisson: -108.91 valid_0's tweedie: 252.864
[91] valid_0's poisson: -108.914 valid_0's tweedie: 252.861
[92] valid_0's poisson: -108.936 valid_0's tweedie: 252.846
[93] valid_0's poisson: -108.952 valid_0's tweedie: 252.835
[94] valid_0's poisson: -108.961 valid_0's tweedie: 252.829
[95] valid_0's poisson: -108.974 valid_0's tweedie: 252.818
[96] valid_0's poisson: -108.982 valid_0's tweedie: 252.813
[97] valid_0's poisson: -108.984 valid_0's tweedie: 252.812
[98] valid_0's poisson: -108.993 valid_0's tweedie: 252.805
[99] valid_0's poisson: -109.004 valid_0's tweedie: 252.798
[100] valid_0's poisson: -109.015 valid_0's tweedie: 252.79
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.3723 valid_0's tweedie: 266.619
[2] valid_0's poisson: -91.2569 valid_0's tweedie: 265.313
[3] valid_0's poisson: -92.8905 valid_0's tweedie: 264.184
[4] valid_0's poisson: -94.3182 valid_0's tweedie: 263.199
[5] valid_0's poisson: -95.6244 valid_0's tweedie: 262.299
[6] valid_0's poisson: -96.7303 valid_0's tweedie: 261.535
[7] valid_0's poisson: -97.7297 valid_0's tweedie: 260.843
[8] valid_0's poisson: -98.6054 valid_0's tweedie: 260.236
[9] valid_0's poisson: -99.4007 valid_0's tweedie: 259.683
[10] valid_0's poisson: -100.144 valid_0's tweedie: 259.166
[11] valid_0's poisson: -100.787 valid_0's tweedie: 258.717
[12] valid_0's poisson: -101.359 valid_0's tweedie: 258.315
[13] valid_0's poisson: -101.908 valid_0's tweedie: 257.929
[14] valid_0's poisson: -102.39 valid_0's tweedie: 257.589
[15] valid_0's poisson: -102.854 valid_0's tweedie: 257.261
[16] valid_0's poisson: -103.257 valid_0's tweedie: 256.973
[17] valid_0's poisson: -103.63 valid_0's tweedie: 256.708
[18] valid_0's poisson: -103.999 valid_0's tweedie: 256.443
[19] valid_0's poisson: -104.309 valid_0's tweedie: 256.22
[20] valid_0's poisson: -104.604 valid_0's tweedie: 256.007
[21] valid_0's poisson: -104.88 valid_0's tweedie: 255.808
[22] valid_0's poisson: -105.124 valid_0's tweedie: 255.631
[23] valid_0's poisson: -105.382 valid_0's tweedie: 255.445
[24] valid_0's poisson: -105.596 valid_0's tweedie: 255.29
[25] valid_0's poisson: -105.816 valid_0's tweedie: 255.13
[26] valid_0's poisson: -105.992 valid_0's tweedie: 255
[27] valid_0's poisson: -106.177 valid_0's tweedie: 254.865
[28] valid_0's poisson: -106.329 valid_0's tweedie: 254.754
[29] valid_0's poisson: -106.484 valid_0's tweedie: 254.64
[30] valid_0's poisson: -106.629 valid_0's tweedie: 254.534
[31] valid_0's poisson: -106.759 valid_0's tweedie: 254.438
[32] valid_0's poisson: -106.885 valid_0's tweedie: 254.345
[33] valid_0's poisson: -106.992 valid_0's tweedie: 254.265
[34] valid_0's poisson: -107.086 valid_0's tweedie: 254.196
[35] valid_0's poisson: -107.195 valid_0's tweedie: 254.115
[36] valid_0's poisson: -107.295 valid_0's tweedie: 254.042
[37] valid_0's poisson: -107.38 valid_0's tweedie: 253.978
[38] valid_0's poisson: -107.463 valid_0's tweedie: 253.917
[39] valid_0's poisson: -107.535 valid_0's tweedie: 253.865
[40] valid_0's poisson: -107.61 valid_0's tweedie: 253.809
[41] valid_0's poisson: -107.671 valid_0's tweedie: 253.764
[42] valid_0's poisson: -107.727 valid_0's tweedie: 253.722
[43] valid_0's poisson: -107.778 valid_0's tweedie: 253.684
[44] valid_0's poisson: -107.825 valid_0's tweedie: 253.649
[45] valid_0's poisson: -107.88 valid_0's tweedie: 253.608
[46] valid_0's poisson: -107.92 valid_0's tweedie: 253.578
[47] valid_0's poisson: -107.977 valid_0's tweedie: 253.539
[48] valid_0's poisson: -108.025 valid_0's tweedie: 253.503
[49] valid_0's poisson: -108.061 valid_0's tweedie: 253.475
[50] valid_0's poisson: -108.106 valid_0's tweedie: 253.443
[51] valid_0's poisson: -108.149 valid_0's tweedie: 253.411
[52] valid_0's poisson: -108.187 valid_0's tweedie: 253.384
[53] valid_0's poisson: -108.226 valid_0's tweedie: 253.355
[54] valid_0's poisson: -108.261 valid_0's tweedie: 253.33
[55] valid_0's poisson: -108.293 valid_0's tweedie: 253.305
[56] valid_0's poisson: -108.32 valid_0's tweedie: 253.285
[57] valid_0's poisson: -108.345 valid_0's tweedie: 253.267
[58] valid_0's poisson: -108.366 valid_0's tweedie: 253.252
[59] valid_0's poisson: -108.388 valid_0's tweedie: 253.236
[60] valid_0's poisson: -108.427 valid_0's tweedie: 253.209
[61] valid_0's poisson: -108.459 valid_0's tweedie: 253.185
[62] valid_0's poisson: -108.48 valid_0's tweedie: 253.17
[63] valid_0's poisson: -108.496 valid_0's tweedie: 253.159
[64] valid_0's poisson: -108.527 valid_0's tweedie: 253.136
[65] valid_0's poisson: -108.559 valid_0's tweedie: 253.114
[66] valid_0's poisson: -108.573 valid_0's tweedie: 253.104
[67] valid_0's poisson: -108.591 valid_0's tweedie: 253.091
[68] valid_0's poisson: -108.619 valid_0's tweedie: 253.07
[69] valid_0's poisson: -108.631 valid_0's tweedie: 253.062
[70] valid_0's poisson: -108.643 valid_0's tweedie: 253.053
[71] valid_0's poisson: -108.655 valid_0's tweedie: 253.045
[72] valid_0's poisson: -108.668 valid_0's tweedie: 253.035
[73] valid_0's poisson: -108.68 valid_0's tweedie: 253.025
[74] valid_0's poisson: -108.702 valid_0's tweedie: 253.01
[75] valid_0's poisson: -108.726 valid_0's tweedie: 252.993
[76] valid_0's poisson: -108.736 valid_0's tweedie: 252.986
[77] valid_0's poisson: -108.746 valid_0's tweedie: 252.979
[78] valid_0's poisson: -108.754 valid_0's tweedie: 252.973
[79] valid_0's poisson: -108.765 valid_0's tweedie: 252.965
[80] valid_0's poisson: -108.778 valid_0's tweedie: 252.955
[81] valid_0's poisson: -108.79 valid_0's tweedie: 252.946
[82] valid_0's poisson: -108.795 valid_0's tweedie: 252.943
[83] valid_0's poisson: -108.807 valid_0's tweedie: 252.935
[84] valid_0's poisson: -108.816 valid_0's tweedie: 252.928
[85] valid_0's poisson: -108.83 valid_0's tweedie: 252.919
[86] valid_0's poisson: -108.852 valid_0's tweedie: 252.903
[87] valid_0's poisson: -108.869 valid_0's tweedie: 252.891
[88] valid_0's poisson: -108.874 valid_0's tweedie: 252.888
[89] valid_0's poisson: -108.886 valid_0's tweedie: 252.88
[90] valid_0's poisson: -108.902 valid_0's tweedie: 252.869
[91] valid_0's poisson: -108.909 valid_0's tweedie: 252.864
[92] valid_0's poisson: -108.919 valid_0's tweedie: 252.857
[93] valid_0's poisson: -108.923 valid_0's tweedie: 252.853
[94] valid_0's poisson: -108.939 valid_0's tweedie: 252.842
[95] valid_0's poisson: -108.951 valid_0's tweedie: 252.833
[96] valid_0's poisson: -108.957 valid_0's tweedie: 252.829
[97] valid_0's poisson: -108.96 valid_0's tweedie: 252.827
[98] valid_0's poisson: -108.967 valid_0's tweedie: 252.822
[99] valid_0's poisson: -108.976 valid_0's tweedie: 252.816
[100] valid_0's poisson: -108.991 valid_0's tweedie: 252.806
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.3785 valid_0's tweedie: 266.615
[2] valid_0's poisson: -91.2694 valid_0's tweedie: 265.305
[3] valid_0's poisson: -92.9044 valid_0's tweedie: 264.176
[4] valid_0's poisson: -94.3177 valid_0's tweedie: 263.201
[5] valid_0's poisson: -95.5709 valid_0's tweedie: 262.337
[6] valid_0's poisson: -96.713 valid_0's tweedie: 261.55
[7] valid_0's poisson: -97.7019 valid_0's tweedie: 260.866
[8] valid_0's poisson: -98.5883 valid_0's tweedie: 260.252
[9] valid_0's poisson: -99.4273 valid_0's tweedie: 259.67
[10] valid_0's poisson: -100.134 valid_0's tweedie: 259.178
[11] valid_0's poisson: -100.771 valid_0's tweedie: 258.732
[12] valid_0's poisson: -101.366 valid_0's tweedie: 258.315
[13] valid_0's poisson: -101.891 valid_0's tweedie: 257.945
[14] valid_0's poisson: -102.362 valid_0's tweedie: 257.612
[15] valid_0's poisson: -102.839 valid_0's tweedie: 257.276
[16] valid_0's poisson: -103.239 valid_0's tweedie: 256.991
[17] valid_0's poisson: -103.621 valid_0's tweedie: 256.718
[18] valid_0's poisson: -104.006 valid_0's tweedie: 256.442
[19] valid_0's poisson: -104.323 valid_0's tweedie: 256.214
[20] valid_0's poisson: -104.61 valid_0's tweedie: 256.007
[21] valid_0's poisson: -104.884 valid_0's tweedie: 255.809
[22] valid_0's poisson: -105.136 valid_0's tweedie: 255.626
[23] valid_0's poisson: -105.387 valid_0's tweedie: 255.445
[24] valid_0's poisson: -105.62 valid_0's tweedie: 255.275
[25] valid_0's poisson: -105.815 valid_0's tweedie: 255.132
[26] valid_0's poisson: -105.997 valid_0's tweedie: 254.999
[27] valid_0's poisson: -106.182 valid_0's tweedie: 254.865
[28] valid_0's poisson: -106.328 valid_0's tweedie: 254.757
[29] valid_0's poisson: -106.48 valid_0's tweedie: 254.646
[30] valid_0's poisson: -106.627 valid_0's tweedie: 254.537
[31] valid_0's poisson: -106.757 valid_0's tweedie: 254.442
[32] valid_0's poisson: -106.872 valid_0's tweedie: 254.356
[33] valid_0's poisson: -106.99 valid_0's tweedie: 254.27
[34] valid_0's poisson: -107.089 valid_0's tweedie: 254.195
[35] valid_0's poisson: -107.198 valid_0's tweedie: 254.115
[36] valid_0's poisson: -107.299 valid_0's tweedie: 254.041
[37] valid_0's poisson: -107.378 valid_0's tweedie: 253.983
[38] valid_0's poisson: -107.455 valid_0's tweedie: 253.926
[39] valid_0's poisson: -107.523 valid_0's tweedie: 253.875
[40] valid_0's poisson: -107.599 valid_0's tweedie: 253.819
[41] valid_0's poisson: -107.658 valid_0's tweedie: 253.774
[42] valid_0's poisson: -107.722 valid_0's tweedie: 253.726
[43] valid_0's poisson: -107.781 valid_0's tweedie: 253.683
[44] valid_0's poisson: -107.835 valid_0's tweedie: 253.641
[45] valid_0's poisson: -107.892 valid_0's tweedie: 253.6
[46] valid_0's poisson: -107.941 valid_0's tweedie: 253.563
[47] valid_0's poisson: -107.993 valid_0's tweedie: 253.525
[48] valid_0's poisson: -108.034 valid_0's tweedie: 253.496
[49] valid_0's poisson: -108.071 valid_0's tweedie: 253.468
[50] valid_0's poisson: -108.108 valid_0's tweedie: 253.441
[51] valid_0's poisson: -108.149 valid_0's tweedie: 253.41
[52] valid_0's poisson: -108.178 valid_0's tweedie: 253.388
[53] valid_0's poisson: -108.215 valid_0's tweedie: 253.362
[54] valid_0's poisson: -108.25 valid_0's tweedie: 253.337
[55] valid_0's poisson: -108.278 valid_0's tweedie: 253.316
[56] valid_0's poisson: -108.31 valid_0's tweedie: 253.293
[57] valid_0's poisson: -108.333 valid_0's tweedie: 253.276
[58] valid_0's poisson: -108.355 valid_0's tweedie: 253.259
[59] valid_0's poisson: -108.382 valid_0's tweedie: 253.239
[60] valid_0's poisson: -108.413 valid_0's tweedie: 253.218
[61] valid_0's poisson: -108.432 valid_0's tweedie: 253.204
[62] valid_0's poisson: -108.46 valid_0's tweedie: 253.184
[63] valid_0's poisson: -108.48 valid_0's tweedie: 253.169
[64] valid_0's poisson: -108.502 valid_0's tweedie: 253.154
[65] valid_0's poisson: -108.517 valid_0's tweedie: 253.142
[66] valid_0's poisson: -108.55 valid_0's tweedie: 253.12
[67] valid_0's poisson: -108.581 valid_0's tweedie: 253.097
[68] valid_0's poisson: -108.594 valid_0's tweedie: 253.088
[69] valid_0's poisson: -108.619 valid_0's tweedie: 253.07
[70] valid_0's poisson: -108.635 valid_0's tweedie: 253.059
[71] valid_0's poisson: -108.646 valid_0's tweedie: 253.05
[72] valid_0's poisson: -108.665 valid_0's tweedie: 253.036
[73] valid_0's poisson: -108.69 valid_0's tweedie: 253.019
[74] valid_0's poisson: -108.7 valid_0's tweedie: 253.011
[75] valid_0's poisson: -108.715 valid_0's tweedie: 253.001
[76] valid_0's poisson: -108.723 valid_0's tweedie: 252.995
[77] valid_0's poisson: -108.739 valid_0's tweedie: 252.984
[78] valid_0's poisson: -108.748 valid_0's tweedie: 252.977
[79] valid_0's poisson: -108.757 valid_0's tweedie: 252.971
[80] valid_0's poisson: -108.781 valid_0's tweedie: 252.953
[81] valid_0's poisson: -108.8 valid_0's tweedie: 252.94
[82] valid_0's poisson: -108.809 valid_0's tweedie: 252.934
[83] valid_0's poisson: -108.818 valid_0's tweedie: 252.927
[84] valid_0's poisson: -108.825 valid_0's tweedie: 252.922
[85] valid_0's poisson: -108.833 valid_0's tweedie: 252.916
[86] valid_0's poisson: -108.842 valid_0's tweedie: 252.91
[87] valid_0's poisson: -108.847 valid_0's tweedie: 252.906
[88] valid_0's poisson: -108.865 valid_0's tweedie: 252.894
[89] valid_0's poisson: -108.877 valid_0's tweedie: 252.886
[90] valid_0's poisson: -108.897 valid_0's tweedie: 252.87
[91] valid_0's poisson: -108.906 valid_0's tweedie: 252.864
[92] valid_0's poisson: -108.914 valid_0's tweedie: 252.859
[93] valid_0's poisson: -108.918 valid_0's tweedie: 252.855
[94] valid_0's poisson: -108.927 valid_0's tweedie: 252.849
[95] valid_0's poisson: -108.932 valid_0's tweedie: 252.845
[96] valid_0's poisson: -108.942 valid_0's tweedie: 252.839
[97] valid_0's poisson: -108.955 valid_0's tweedie: 252.83
[98] valid_0's poisson: -108.959 valid_0's tweedie: 252.827
[99] valid_0's poisson: -108.962 valid_0's tweedie: 252.825
[100] valid_0's poisson: -108.971 valid_0's tweedie: 252.818
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.3959 valid_0's tweedie: 266.602
[2] valid_0's poisson: -91.2873 valid_0's tweedie: 265.291
[3] valid_0's poisson: -92.9238 valid_0's tweedie: 264.161
[4] valid_0's poisson: -94.3505 valid_0's tweedie: 263.177
[5] valid_0's poisson: -95.611 valid_0's tweedie: 262.307
[6] valid_0's poisson: -96.7582 valid_0's tweedie: 261.516
[7] valid_0's poisson: -97.7498 valid_0's tweedie: 260.83
[8] valid_0's poisson: -98.6416 valid_0's tweedie: 260.212
[9] valid_0's poisson: -99.4601 valid_0's tweedie: 259.645
[10] valid_0's poisson: -100.178 valid_0's tweedie: 259.145
[11] valid_0's poisson: -100.808 valid_0's tweedie: 258.704
[12] valid_0's poisson: -101.409 valid_0's tweedie: 258.282
[13] valid_0's poisson: -101.983 valid_0's tweedie: 257.88
[14] valid_0's poisson: -102.468 valid_0's tweedie: 257.538
[15] valid_0's poisson: -102.894 valid_0's tweedie: 257.234
[16] valid_0's poisson: -103.339 valid_0's tweedie: 256.919
[17] valid_0's poisson: -103.701 valid_0's tweedie: 256.66
[18] valid_0's poisson: -104.042 valid_0's tweedie: 256.416
[19] valid_0's poisson: -104.344 valid_0's tweedie: 256.199
[20] valid_0's poisson: -104.637 valid_0's tweedie: 255.987
[21] valid_0's poisson: -104.906 valid_0's tweedie: 255.792
[22] valid_0's poisson: -105.158 valid_0's tweedie: 255.61
[23] valid_0's poisson: -105.386 valid_0's tweedie: 255.444
[24] valid_0's poisson: -105.605 valid_0's tweedie: 255.284
[25] valid_0's poisson: -105.828 valid_0's tweedie: 255.123
[26] valid_0's poisson: -106.019 valid_0's tweedie: 254.983
[27] valid_0's poisson: -106.183 valid_0's tweedie: 254.863
[28] valid_0's poisson: -106.351 valid_0's tweedie: 254.739
[29] valid_0's poisson: -106.496 valid_0's tweedie: 254.633
[30] valid_0's poisson: -106.645 valid_0's tweedie: 254.524
[31] valid_0's poisson: -106.775 valid_0's tweedie: 254.429
[32] valid_0's poisson: -106.895 valid_0's tweedie: 254.339
[33] valid_0's poisson: -107.008 valid_0's tweedie: 254.255
[34] valid_0's poisson: -107.109 valid_0's tweedie: 254.179
[35] valid_0's poisson: -107.207 valid_0's tweedie: 254.107
[36] valid_0's poisson: -107.295 valid_0's tweedie: 254.042
[37] valid_0's poisson: -107.376 valid_0's tweedie: 253.983
[38] valid_0's poisson: -107.456 valid_0's tweedie: 253.923
[39] valid_0's poisson: -107.54 valid_0's tweedie: 253.862
[40] valid_0's poisson: -107.607 valid_0's tweedie: 253.812
[41] valid_0's poisson: -107.665 valid_0's tweedie: 253.77
[42] valid_0's poisson: -107.729 valid_0's tweedie: 253.721
[43] valid_0's poisson: -107.786 valid_0's tweedie: 253.68
[44] valid_0's poisson: -107.834 valid_0's tweedie: 253.644
[45] valid_0's poisson: -107.887 valid_0's tweedie: 253.604
[46] valid_0's poisson: -107.938 valid_0's tweedie: 253.567
[47] valid_0's poisson: -107.976 valid_0's tweedie: 253.538
[48] valid_0's poisson: -108.019 valid_0's tweedie: 253.506
[49] valid_0's poisson: -108.063 valid_0's tweedie: 253.473
[50] valid_0's poisson: -108.107 valid_0's tweedie: 253.44
[51] valid_0's poisson: -108.152 valid_0's tweedie: 253.407
[52] valid_0's poisson: -108.183 valid_0's tweedie: 253.384
[53] valid_0's poisson: -108.216 valid_0's tweedie: 253.359
[54] valid_0's poisson: -108.254 valid_0's tweedie: 253.332
[55] valid_0's poisson: -108.29 valid_0's tweedie: 253.306
[56] valid_0's poisson: -108.317 valid_0's tweedie: 253.287
[57] valid_0's poisson: -108.345 valid_0's tweedie: 253.266
[58] valid_0's poisson: -108.364 valid_0's tweedie: 253.252
[59] valid_0's poisson: -108.388 valid_0's tweedie: 253.233
[60] valid_0's poisson: -108.415 valid_0's tweedie: 253.214
[61] valid_0's poisson: -108.441 valid_0's tweedie: 253.196
[62] valid_0's poisson: -108.465 valid_0's tweedie: 253.177
[63] valid_0's poisson: -108.495 valid_0's tweedie: 253.157
[64] valid_0's poisson: -108.518 valid_0's tweedie: 253.139
[65] valid_0's poisson: -108.536 valid_0's tweedie: 253.127
[66] valid_0's poisson: -108.549 valid_0's tweedie: 253.117
[67] valid_0's poisson: -108.56 valid_0's tweedie: 253.109
[68] valid_0's poisson: -108.582 valid_0's tweedie: 253.094
[69] valid_0's poisson: -108.593 valid_0's tweedie: 253.086
[70] valid_0's poisson: -108.602 valid_0's tweedie: 253.079
[71] valid_0's poisson: -108.622 valid_0's tweedie: 253.065
[72] valid_0's poisson: -108.642 valid_0's tweedie: 253.051
[73] valid_0's poisson: -108.657 valid_0's tweedie: 253.039
[74] valid_0's poisson: -108.674 valid_0's tweedie: 253.027
[75] valid_0's poisson: -108.688 valid_0's tweedie: 253.017
[76] valid_0's poisson: -108.701 valid_0's tweedie: 253.008
[77] valid_0's poisson: -108.72 valid_0's tweedie: 252.995
[78] valid_0's poisson: -108.728 valid_0's tweedie: 252.99
[79] valid_0's poisson: -108.741 valid_0's tweedie: 252.981
[80] valid_0's poisson: -108.755 valid_0's tweedie: 252.97
[81] valid_0's poisson: -108.762 valid_0's tweedie: 252.965
[82] valid_0's poisson: -108.773 valid_0's tweedie: 252.956
[83] valid_0's poisson: -108.784 valid_0's tweedie: 252.948
[84] valid_0's poisson: -108.793 valid_0's tweedie: 252.942
[85] valid_0's poisson: -108.813 valid_0's tweedie: 252.929
[86] valid_0's poisson: -108.824 valid_0's tweedie: 252.921
[87] valid_0's poisson: -108.833 valid_0's tweedie: 252.914
[88] valid_0's poisson: -108.846 valid_0's tweedie: 252.906
[89] valid_0's poisson: -108.854 valid_0's tweedie: 252.899
[90] valid_0's poisson: -108.872 valid_0's tweedie: 252.888
[91] valid_0's poisson: -108.893 valid_0's tweedie: 252.873
[92] valid_0's poisson: -108.898 valid_0's tweedie: 252.869
[93] valid_0's poisson: -108.904 valid_0's tweedie: 252.865
[94] valid_0's poisson: -108.913 valid_0's tweedie: 252.858
[95] valid_0's poisson: -108.933 valid_0's tweedie: 252.844
[96] valid_0's poisson: -108.943 valid_0's tweedie: 252.837
[97] valid_0's poisson: -108.954 valid_0's tweedie: 252.83
[98] valid_0's poisson: -108.958 valid_0's tweedie: 252.827
[99] valid_0's poisson: -108.965 valid_0's tweedie: 252.822
[100] valid_0's poisson: -108.97 valid_0's tweedie: 252.818
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -89.3469 valid_0's tweedie: 266.637
[2] valid_0's poisson: -91.2324 valid_0's tweedie: 265.331
[3] valid_0's poisson: -92.8596 valid_0's tweedie: 264.207
[4] valid_0's poisson: -94.269 valid_0's tweedie: 263.235
[5] valid_0's poisson: -95.5162 valid_0's tweedie: 262.375
[6] valid_0's poisson: -96.6254 valid_0's tweedie: 261.609
[7] valid_0's poisson: -97.6539 valid_0's tweedie: 260.899
[8] valid_0's poisson: -98.5439 valid_0's tweedie: 260.282
[9] valid_0's poisson: -99.3629 valid_0's tweedie: 259.715
[10] valid_0's poisson: -100.079 valid_0's tweedie: 259.216
[11] valid_0's poisson: -100.722 valid_0's tweedie: 258.766
[12] valid_0's poisson: -101.32 valid_0's tweedie: 258.347
[13] valid_0's poisson: -101.857 valid_0's tweedie: 257.969
[14] valid_0's poisson: -102.337 valid_0's tweedie: 257.629
[15] valid_0's poisson: -102.793 valid_0's tweedie: 257.307
[16] valid_0's poisson: -103.231 valid_0's tweedie: 256.997
[17] valid_0's poisson: -103.611 valid_0's tweedie: 256.725
[18] valid_0's poisson: -103.961 valid_0's tweedie: 256.474
[19] valid_0's poisson: -104.264 valid_0's tweedie: 256.256
[20] valid_0's poisson: -104.595 valid_0's tweedie: 256.018
[21] valid_0's poisson: -104.869 valid_0's tweedie: 255.821
[22] valid_0's poisson: -105.147 valid_0's tweedie: 255.621
[23] valid_0's poisson: -105.399 valid_0's tweedie: 255.438
[24] valid_0's poisson: -105.611 valid_0's tweedie: 255.283
[25] valid_0's poisson: -105.807 valid_0's tweedie: 255.14
[26] valid_0's poisson: -106.008 valid_0's tweedie: 254.992
[27] valid_0's poisson: -106.172 valid_0's tweedie: 254.872
[28] valid_0's poisson: -106.322 valid_0's tweedie: 254.761
[29] valid_0's poisson: -106.473 valid_0's tweedie: 254.651
[30] valid_0's poisson: -106.616 valid_0's tweedie: 254.545
[31] valid_0's poisson: -106.744 valid_0's tweedie: 254.451
[32] valid_0's poisson: -106.868 valid_0's tweedie: 254.359
[33] valid_0's poisson: -106.993 valid_0's tweedie: 254.269
[34] valid_0's poisson: -107.109 valid_0's tweedie: 254.184
[35] valid_0's poisson: -107.203 valid_0's tweedie: 254.113
[36] valid_0's poisson: -107.295 valid_0's tweedie: 254.045
[37] valid_0's poisson: -107.391 valid_0's tweedie: 253.974
[38] valid_0's poisson: -107.471 valid_0's tweedie: 253.915
[39] valid_0's poisson: -107.543 valid_0's tweedie: 253.863
[40] valid_0's poisson: -107.616 valid_0's tweedie: 253.808
[41] valid_0's poisson: -107.678 valid_0's tweedie: 253.762
[42] valid_0's poisson: -107.739 valid_0's tweedie: 253.717
[43] valid_0's poisson: -107.791 valid_0's tweedie: 253.678
[44] valid_0's poisson: -107.846 valid_0's tweedie: 253.636
[45] valid_0's poisson: -107.893 valid_0's tweedie: 253.601
[46] valid_0's poisson: -107.944 valid_0's tweedie: 253.563
[47] valid_0's poisson: -107.992 valid_0's tweedie: 253.529
[48] valid_0's poisson: -108.037 valid_0's tweedie: 253.496
[49] valid_0's poisson: -108.083 valid_0's tweedie: 253.461
[50] valid_0's poisson: -108.131 valid_0's tweedie: 253.426
[51] valid_0's poisson: -108.163 valid_0's tweedie: 253.402
[52] valid_0's poisson: -108.202 valid_0's tweedie: 253.374
[53] valid_0's poisson: -108.247 valid_0's tweedie: 253.343
[54] valid_0's poisson: -108.284 valid_0's tweedie: 253.316
[55] valid_0's poisson: -108.312 valid_0's tweedie: 253.295
[56] valid_0's poisson: -108.346 valid_0's tweedie: 253.27
[57] valid_0's poisson: -108.382 valid_0's tweedie: 253.245
[58] valid_0's poisson: -108.401 valid_0's tweedie: 253.23
[59] valid_0's poisson: -108.43 valid_0's tweedie: 253.208
[60] valid_0's poisson: -108.45 valid_0's tweedie: 253.193
[61] valid_0's poisson: -108.471 valid_0's tweedie: 253.178
[62] valid_0's poisson: -108.491 valid_0's tweedie: 253.163
[63] valid_0's poisson: -108.513 valid_0's tweedie: 253.147
[64] valid_0's poisson: -108.527 valid_0's tweedie: 253.137
[65] valid_0's poisson: -108.542 valid_0's tweedie: 253.125
[66] valid_0's poisson: -108.563 valid_0's tweedie: 253.111
[67] valid_0's poisson: -108.575 valid_0's tweedie: 253.102
[68] valid_0's poisson: -108.586 valid_0's tweedie: 253.094
[69] valid_0's poisson: -108.615 valid_0's tweedie: 253.073
[70] valid_0's poisson: -108.641 valid_0's tweedie: 253.054
[71] valid_0's poisson: -108.651 valid_0's tweedie: 253.047
[72] valid_0's poisson: -108.667 valid_0's tweedie: 253.036
[73] valid_0's poisson: -108.682 valid_0's tweedie: 253.025
[74] valid_0's poisson: -108.706 valid_0's tweedie: 253.008
[75] valid_0's poisson: -108.717 valid_0's tweedie: 253
[76] valid_0's poisson: -108.726 valid_0's tweedie: 252.993
[77] valid_0's poisson: -108.748 valid_0's tweedie: 252.978
[78] valid_0's poisson: -108.759 valid_0's tweedie: 252.97
[79] valid_0's poisson: -108.772 valid_0's tweedie: 252.962
[80] valid_0's poisson: -108.791 valid_0's tweedie: 252.948
[81] valid_0's poisson: -108.81 valid_0's tweedie: 252.934
[82] valid_0's poisson: -108.818 valid_0's tweedie: 252.929
[83] valid_0's poisson: -108.834 valid_0's tweedie: 252.918
[84] valid_0's poisson: -108.844 valid_0's tweedie: 252.911
[85] valid_0's poisson: -108.851 valid_0's tweedie: 252.905
[86] valid_0's poisson: -108.861 valid_0's tweedie: 252.898
[87] valid_0's poisson: -108.871 valid_0's tweedie: 252.891
[88] valid_0's poisson: -108.887 valid_0's tweedie: 252.88
[89] valid_0's poisson: -108.903 valid_0's tweedie: 252.869
[90] valid_0's poisson: -108.91 valid_0's tweedie: 252.864
[91] valid_0's poisson: -108.921 valid_0's tweedie: 252.856
[92] valid_0's poisson: -108.935 valid_0's tweedie: 252.846
[93] valid_0's poisson: -108.94 valid_0's tweedie: 252.843
[94] valid_0's poisson: -108.944 valid_0's tweedie: 252.84
[95] valid_0's poisson: -108.952 valid_0's tweedie: 252.834
[96] valid_0's poisson: -108.963 valid_0's tweedie: 252.827
[97] valid_0's poisson: -108.978 valid_0's tweedie: 252.816
[98] valid_0's poisson: -108.982 valid_0's tweedie: 252.813
[99] valid_0's poisson: -108.989 valid_0's tweedie: 252.808
[100] valid_0's poisson: -108.992 valid_0's tweedie: 252.806
[CV] END bagging_fraction=0.4, lambda_l1=0.1, lambda_l2=0.1, learning_rate=0.0625, max_depth=4, tweedie_variance_power=1.1; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7188 valid_0's tweedie: 23.3658
[2] valid_0's poisson: -88.2489 valid_0's tweedie: 23.2768
[3] valid_0's poisson: -88.7646 valid_0's tweedie: 23.1899
[4] valid_0's poisson: -89.2647 valid_0's tweedie: 23.1052
[5] valid_0's poisson: -89.7531 valid_0's tweedie: 23.0222
[6] valid_0's poisson: -90.2264 valid_0's tweedie: 22.9414
[7] valid_0's poisson: -90.6889 valid_0's tweedie: 22.8622
[8] valid_0's poisson: -91.138 valid_0's tweedie: 22.785
[9] valid_0's poisson: -91.5784 valid_0's tweedie: 22.709
[10] valid_0's poisson: -92.0026 valid_0's tweedie: 22.6355
[11] valid_0's poisson: -92.4193 valid_0's tweedie: 22.563
[12] valid_0's poisson: -92.8258 valid_0's tweedie: 22.4921
[13] valid_0's poisson: -93.2171 valid_0's tweedie: 22.4235
[14] valid_0's poisson: -93.6009 valid_0's tweedie: 22.356
[15] valid_0's poisson: -93.9733 valid_0's tweedie: 22.2903
[16] valid_0's poisson: -94.3339 valid_0's tweedie: 22.2265
[17] valid_0's poisson: -94.6884 valid_0's tweedie: 22.1635
[18] valid_0's poisson: -95.0305 valid_0's tweedie: 22.1025
[19] valid_0's poisson: -95.3654 valid_0's tweedie: 22.0425
[20] valid_0's poisson: -95.693 valid_0's tweedie: 21.9838
[21] valid_0's poisson: -96.0187 valid_0's tweedie: 21.9254
[22] valid_0's poisson: -96.3258 valid_0's tweedie: 21.8698
[23] valid_0's poisson: -96.6266 valid_0's tweedie: 21.8154
[24] valid_0's poisson: -96.917 valid_0's tweedie: 21.7625
[25] valid_0's poisson: -97.2105 valid_0's tweedie: 21.7092
[26] valid_0's poisson: -97.489 valid_0's tweedie: 21.6582
[27] valid_0's poisson: -97.756 valid_0's tweedie: 21.6091
[28] valid_0's poisson: -98.0201 valid_0's tweedie: 21.5605
[29] valid_0's poisson: -98.2749 valid_0's tweedie: 21.5134
[30] valid_0's poisson: -98.535 valid_0's tweedie: 21.4654
[31] valid_0's poisson: -98.7769 valid_0's tweedie: 21.4205
[32] valid_0's poisson: -99.0214 valid_0's tweedie: 21.3752
[33] valid_0's poisson: -99.2504 valid_0's tweedie: 21.3324
[34] valid_0's poisson: -99.4748 valid_0's tweedie: 21.2905
[35] valid_0's poisson: -99.697 valid_0's tweedie: 21.2487
[36] valid_0's poisson: -99.9107 valid_0's tweedie: 21.2087
[37] valid_0's poisson: -100.112 valid_0's tweedie: 21.1705
[38] valid_0's poisson: -100.325 valid_0's tweedie: 21.1305
[39] valid_0's poisson: -100.522 valid_0's tweedie: 21.0933
[40] valid_0's poisson: -100.722 valid_0's tweedie: 21.0554
[41] valid_0's poisson: -100.906 valid_0's tweedie: 21.0203
[42] valid_0's poisson: -101.097 valid_0's tweedie: 20.9842
[43] valid_0's poisson: -101.268 valid_0's tweedie: 20.9513
[44] valid_0's poisson: -101.449 valid_0's tweedie: 20.9168
[45] valid_0's poisson: -101.618 valid_0's tweedie: 20.8846
[46] valid_0's poisson: -101.791 valid_0's tweedie: 20.8516
[47] valid_0's poisson: -101.947 valid_0's tweedie: 20.8213
[48] valid_0's poisson: -102.11 valid_0's tweedie: 20.7901
[49] valid_0's poisson: -102.267 valid_0's tweedie: 20.7597
[50] valid_0's poisson: -102.409 valid_0's tweedie: 20.7319
[51] valid_0's poisson: -102.559 valid_0's tweedie: 20.703
[52] valid_0's poisson: -102.696 valid_0's tweedie: 20.6762
[53] valid_0's poisson: -102.838 valid_0's tweedie: 20.6487
[54] valid_0's poisson: -102.978 valid_0's tweedie: 20.6216
[55] valid_0's poisson: -103.103 valid_0's tweedie: 20.5969
[56] valid_0's poisson: -103.235 valid_0's tweedie: 20.571
[57] valid_0's poisson: -103.36 valid_0's tweedie: 20.5466
[58] valid_0's poisson: -103.476 valid_0's tweedie: 20.5235
[59] valid_0's poisson: -103.598 valid_0's tweedie: 20.4997
[60] valid_0's poisson: -103.708 valid_0's tweedie: 20.4777
[61] valid_0's poisson: -103.825 valid_0's tweedie: 20.4549
[62] valid_0's poisson: -103.939 valid_0's tweedie: 20.4326
[63] valid_0's poisson: -104.041 valid_0's tweedie: 20.412
[64] valid_0's poisson: -104.149 valid_0's tweedie: 20.3909
[65] valid_0's poisson: -104.249 valid_0's tweedie: 20.3711
[66] valid_0's poisson: -104.352 valid_0's tweedie: 20.3508
[67] valid_0's poisson: -104.448 valid_0's tweedie: 20.3317
[68] valid_0's poisson: -104.542 valid_0's tweedie: 20.3131
[69] valid_0's poisson: -104.636 valid_0's tweedie: 20.2943
[70] valid_0's poisson: -104.722 valid_0's tweedie: 20.2771
[71] valid_0's poisson: -104.813 valid_0's tweedie: 20.2591
[72] valid_0's poisson: -104.896 valid_0's tweedie: 20.2423
[73] valid_0's poisson: -104.982 valid_0's tweedie: 20.2254
[74] valid_0's poisson: -105.063 valid_0's tweedie: 20.2094
[75] valid_0's poisson: -105.143 valid_0's tweedie: 20.1932
[76] valid_0's poisson: -105.225 valid_0's tweedie: 20.1771
[77] valid_0's poisson: -105.3 valid_0's tweedie: 20.1619
[78] valid_0's poisson: -105.373 valid_0's tweedie: 20.1472
[79] valid_0's poisson: -105.446 valid_0's tweedie: 20.1327
[80] valid_0's poisson: -105.516 valid_0's tweedie: 20.1187
[81] valid_0's poisson: -105.582 valid_0's tweedie: 20.1053
[82] valid_0's poisson: -105.652 valid_0's tweedie: 20.0914
[83] valid_0's poisson: -105.713 valid_0's tweedie: 20.0788
[84] valid_0's poisson: -105.779 valid_0's tweedie: 20.0659
[85] valid_0's poisson: -105.839 valid_0's tweedie: 20.0535
[86] valid_0's poisson: -105.903 valid_0's tweedie: 20.0408
[87] valid_0's poisson: -105.968 valid_0's tweedie: 20.028
[88] valid_0's poisson: -106.031 valid_0's tweedie: 20.0154
[89] valid_0's poisson: -106.087 valid_0's tweedie: 20.004
[90] valid_0's poisson: -106.147 valid_0's tweedie: 19.9922
[91] valid_0's poisson: -106.205 valid_0's tweedie: 19.9805
[92] valid_0's poisson: -106.263 valid_0's tweedie: 19.969
[93] valid_0's poisson: -106.318 valid_0's tweedie: 19.9581
[94] valid_0's poisson: -106.372 valid_0's tweedie: 19.9474
[95] valid_0's poisson: -106.426 valid_0's tweedie: 19.9367
[96] valid_0's poisson: -106.475 valid_0's tweedie: 19.9268
[97] valid_0's poisson: -106.527 valid_0's tweedie: 19.9165
[98] valid_0's poisson: -106.576 valid_0's tweedie: 19.9066
[99] valid_0's poisson: -106.623 valid_0's tweedie: 19.8973
[100] valid_0's poisson: -106.67 valid_0's tweedie: 19.8878
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7164 valid_0's tweedie: 23.3662
[2] valid_0's poisson: -88.2439 valid_0's tweedie: 23.2776
[3] valid_0's poisson: -88.758 valid_0's tweedie: 23.191
[4] valid_0's poisson: -89.2639 valid_0's tweedie: 23.1054
[5] valid_0's poisson: -89.7561 valid_0's tweedie: 23.0218
[6] valid_0's poisson: -90.2293 valid_0's tweedie: 22.941
[7] valid_0's poisson: -90.6955 valid_0's tweedie: 22.8612
[8] valid_0's poisson: -91.1448 valid_0's tweedie: 22.784
[9] valid_0's poisson: -91.5863 valid_0's tweedie: 22.7078
[10] valid_0's poisson: -92.0148 valid_0's tweedie: 22.6336
[11] valid_0's poisson: -92.4291 valid_0's tweedie: 22.5616
[12] valid_0's poisson: -92.8354 valid_0's tweedie: 22.4907
[13] valid_0's poisson: -93.232 valid_0's tweedie: 22.4213
[14] valid_0's poisson: -93.6137 valid_0's tweedie: 22.3541
[15] valid_0's poisson: -93.9892 valid_0's tweedie: 22.2879
[16] valid_0's poisson: -94.3549 valid_0's tweedie: 22.2233
[17] valid_0's poisson: -94.7062 valid_0's tweedie: 22.1608
[18] valid_0's poisson: -95.0525 valid_0's tweedie: 22.0991
[19] valid_0's poisson: -95.3897 valid_0's tweedie: 22.0389
[20] valid_0's poisson: -95.714 valid_0's tweedie: 21.9806
[21] valid_0's poisson: -96.033 valid_0's tweedie: 21.9233
[22] valid_0's poisson: -96.3432 valid_0's tweedie: 21.8673
[23] valid_0's poisson: -96.6433 valid_0's tweedie: 21.8128
[24] valid_0's poisson: -96.939 valid_0's tweedie: 21.7592
[25] valid_0's poisson: -97.2228 valid_0's tweedie: 21.7074
[26] valid_0's poisson: -97.5016 valid_0's tweedie: 21.6564
[27] valid_0's poisson: -97.7729 valid_0's tweedie: 21.6067
[28] valid_0's poisson: -98.0384 valid_0's tweedie: 21.5581
[29] valid_0's poisson: -98.2931 valid_0's tweedie: 21.5111
[30] valid_0's poisson: -98.5444 valid_0's tweedie: 21.4647
[31] valid_0's poisson: -98.7821 valid_0's tweedie: 21.4203
[32] valid_0's poisson: -99.0211 valid_0's tweedie: 21.3761
[33] valid_0's poisson: -99.2518 valid_0's tweedie: 21.333
[34] valid_0's poisson: -99.4795 valid_0's tweedie: 21.2905
[35] valid_0's poisson: -99.6923 valid_0's tweedie: 21.2505
[36] valid_0's poisson: -99.9068 valid_0's tweedie: 21.2103
[37] valid_0's poisson: -100.118 valid_0's tweedie: 21.1709
[38] valid_0's poisson: -100.32 valid_0's tweedie: 21.1329
[39] valid_0's poisson: -100.511 valid_0's tweedie: 21.0966
[40] valid_0's poisson: -100.714 valid_0's tweedie: 21.0583
[41] valid_0's poisson: -100.896 valid_0's tweedie: 21.0234
[42] valid_0's poisson: -101.089 valid_0's tweedie: 20.9871
[43] valid_0's poisson: -101.272 valid_0's tweedie: 20.9521
[44] valid_0's poisson: -101.445 valid_0's tweedie: 20.9192
[45] valid_0's poisson: -101.612 valid_0's tweedie: 20.8873
[46] valid_0's poisson: -101.779 valid_0's tweedie: 20.855
[47] valid_0's poisson: -101.947 valid_0's tweedie: 20.823
[48] valid_0's poisson: -102.1 valid_0's tweedie: 20.7935
[49] valid_0's poisson: -102.261 valid_0's tweedie: 20.7627
[50] valid_0's poisson: -102.412 valid_0's tweedie: 20.7336
[51] valid_0's poisson: -102.557 valid_0's tweedie: 20.7055
[52] valid_0's poisson: -102.699 valid_0's tweedie: 20.6777
[53] valid_0's poisson: -102.843 valid_0's tweedie: 20.6499
[54] valid_0's poisson: -102.974 valid_0's tweedie: 20.6244
[55] valid_0's poisson: -103.11 valid_0's tweedie: 20.5979
[56] valid_0's poisson: -103.238 valid_0's tweedie: 20.5729
[57] valid_0's poisson: -103.363 valid_0's tweedie: 20.5483
[58] valid_0's poisson: -103.484 valid_0's tweedie: 20.5244
[59] valid_0's poisson: -103.603 valid_0's tweedie: 20.5011
[60] valid_0's poisson: -103.72 valid_0's tweedie: 20.478
[61] valid_0's poisson: -103.831 valid_0's tweedie: 20.4559
[62] valid_0's poisson: -103.944 valid_0's tweedie: 20.4338
[63] valid_0's poisson: -104.051 valid_0's tweedie: 20.4126
[64] valid_0's poisson: -104.154 valid_0's tweedie: 20.3921
[65] valid_0's poisson: -104.26 valid_0's tweedie: 20.3715
[66] valid_0's poisson: -104.361 valid_0's tweedie: 20.3514
[67] valid_0's poisson: -104.456 valid_0's tweedie: 20.3322
[68] valid_0's poisson: -104.553 valid_0's tweedie: 20.3131
[69] valid_0's poisson: -104.643 valid_0's tweedie: 20.2951
[70] valid_0's poisson: -104.735 valid_0's tweedie: 20.2768
[71] valid_0's poisson: -104.819 valid_0's tweedie: 20.2598
[72] valid_0's poisson: -104.905 valid_0's tweedie: 20.2426
[73] valid_0's poisson: -104.991 valid_0's tweedie: 20.2254
[74] valid_0's poisson: -105.07 valid_0's tweedie: 20.2094
[75] valid_0's poisson: -105.153 valid_0's tweedie: 20.193
[76] valid_0's poisson: -105.232 valid_0's tweedie: 20.1772
[77] valid_0's poisson: -105.307 valid_0's tweedie: 20.1621
[78] valid_0's poisson: -105.384 valid_0's tweedie: 20.1468
[79] valid_0's poisson: -105.459 valid_0's tweedie: 20.1319
[80] valid_0's poisson: -105.528 valid_0's tweedie: 20.1178
[81] valid_0's poisson: -105.598 valid_0's tweedie: 20.1036
[82] valid_0's poisson: -105.669 valid_0's tweedie: 20.0894
[83] valid_0's poisson: -105.738 valid_0's tweedie: 20.0755
[84] valid_0's poisson: -105.801 valid_0's tweedie: 20.0627
[85] valid_0's poisson: -105.868 valid_0's tweedie: 20.0495
[86] valid_0's poisson: -105.932 valid_0's tweedie: 20.0367
[87] valid_0's poisson: -105.988 valid_0's tweedie: 20.025
[88] valid_0's poisson: -106.052 valid_0's tweedie: 20.0125
[89] valid_0's poisson: -106.114 valid_0's tweedie: 20.0001
[90] valid_0's poisson: -106.167 valid_0's tweedie: 19.9891
[91] valid_0's poisson: -106.226 valid_0's tweedie: 19.9773
[92] valid_0's poisson: -106.283 valid_0's tweedie: 19.9661
[93] valid_0's poisson: -106.338 valid_0's tweedie: 19.9552
[94] valid_0's poisson: -106.388 valid_0's tweedie: 19.945
[95] valid_0's poisson: -106.441 valid_0's tweedie: 19.9343
[96] valid_0's poisson: -106.493 valid_0's tweedie: 19.9239
[97] valid_0's poisson: -106.541 valid_0's tweedie: 19.9144
[98] valid_0's poisson: -106.591 valid_0's tweedie: 19.9045
[99] valid_0's poisson: -106.638 valid_0's tweedie: 19.895
[100] valid_0's poisson: -106.68 valid_0's tweedie: 19.8864
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.713 valid_0's tweedie: 23.3669
[2] valid_0's poisson: -88.2417 valid_0's tweedie: 23.2782
[3] valid_0's poisson: -88.7559 valid_0's tweedie: 23.1917
[4] valid_0's poisson: -89.2625 valid_0's tweedie: 23.1061
[5] valid_0's poisson: -89.7495 valid_0's tweedie: 23.0234
[6] valid_0's poisson: -90.2295 valid_0's tweedie: 22.9417
[7] valid_0's poisson: -90.6965 valid_0's tweedie: 22.8619
[8] valid_0's poisson: -91.1456 valid_0's tweedie: 22.7847
[9] valid_0's poisson: -91.5886 valid_0's tweedie: 22.7084
[10] valid_0's poisson: -92.018 valid_0's tweedie: 22.6341
[11] valid_0's poisson: -92.4368 valid_0's tweedie: 22.5614
[12] valid_0's poisson: -92.8398 valid_0's tweedie: 22.4912
[13] valid_0's poisson: -93.237 valid_0's tweedie: 22.4217
[14] valid_0's poisson: -93.6232 valid_0's tweedie: 22.354
[15] valid_0's poisson: -93.9944 valid_0's tweedie: 22.2885
[16] valid_0's poisson: -94.3598 valid_0's tweedie: 22.224
[17] valid_0's poisson: -94.7156 valid_0's tweedie: 22.1608
[18] valid_0's poisson: -95.0634 valid_0's tweedie: 22.099
[19] valid_0's poisson: -95.3964 valid_0's tweedie: 22.0394
[20] valid_0's poisson: -95.725 valid_0's tweedie: 21.9806
[21] valid_0's poisson: -96.0456 valid_0's tweedie: 21.923
[22] valid_0's poisson: -96.353 valid_0's tweedie: 21.8675
[23] valid_0's poisson: -96.6556 valid_0's tweedie: 21.8127
[24] valid_0's poisson: -96.9498 valid_0's tweedie: 21.7593
[25] valid_0's poisson: -97.2368 valid_0's tweedie: 21.7071
[26] valid_0's poisson: -97.513 valid_0's tweedie: 21.6566
[27] valid_0's poisson: -97.7845 valid_0's tweedie: 21.6068
[28] valid_0's poisson: -98.0499 valid_0's tweedie: 21.5582
[29] valid_0's poisson: -98.3041 valid_0's tweedie: 21.5112
[30] valid_0's poisson: -98.5562 valid_0's tweedie: 21.4648
[31] valid_0's poisson: -98.8099 valid_0's tweedie: 21.418
[32] valid_0's poisson: -99.0494 valid_0's tweedie: 21.3737
[33] valid_0's poisson: -99.2807 valid_0's tweedie: 21.3305
[34] valid_0's poisson: -99.5169 valid_0's tweedie: 21.2867
[35] valid_0's poisson: -99.7369 valid_0's tweedie: 21.2456
[36] valid_0's poisson: -99.9483 valid_0's tweedie: 21.2058
[37] valid_0's poisson: -100.167 valid_0's tweedie: 21.165
[38] valid_0's poisson: -100.371 valid_0's tweedie: 21.1266
[39] valid_0's poisson: -100.572 valid_0's tweedie: 21.0884
[40] valid_0's poisson: -100.765 valid_0's tweedie: 21.0522
[41] valid_0's poisson: -100.95 valid_0's tweedie: 21.017
[42] valid_0's poisson: -101.141 valid_0's tweedie: 20.9807
[43] valid_0's poisson: -101.327 valid_0's tweedie: 20.9453
[44] valid_0's poisson: -101.495 valid_0's tweedie: 20.913
[45] valid_0's poisson: -101.671 valid_0's tweedie: 20.8793
[46] valid_0's poisson: -101.829 valid_0's tweedie: 20.8487
[47] valid_0's poisson: -101.995 valid_0's tweedie: 20.8168
[48] valid_0's poisson: -102.148 valid_0's tweedie: 20.7872
[49] valid_0's poisson: -102.306 valid_0's tweedie: 20.7568
[50] valid_0's poisson: -102.461 valid_0's tweedie: 20.7271
[51] valid_0's poisson: -102.598 valid_0's tweedie: 20.7001
[52] valid_0's poisson: -102.744 valid_0's tweedie: 20.6719
[53] valid_0's poisson: -102.886 valid_0's tweedie: 20.6443
[54] valid_0's poisson: -103.016 valid_0's tweedie: 20.6186
[55] valid_0's poisson: -103.153 valid_0's tweedie: 20.5921
[56] valid_0's poisson: -103.28 valid_0's tweedie: 20.5673
[57] valid_0's poisson: -103.405 valid_0's tweedie: 20.5429
[58] valid_0's poisson: -103.526 valid_0's tweedie: 20.5188
[59] valid_0's poisson: -103.645 valid_0's tweedie: 20.4954
[60] valid_0's poisson: -103.764 valid_0's tweedie: 20.472
[61] valid_0's poisson: -103.877 valid_0's tweedie: 20.4496
[62] valid_0's poisson: -103.984 valid_0's tweedie: 20.4283
[63] valid_0's poisson: -104.094 valid_0's tweedie: 20.4069
[64] valid_0's poisson: -104.197 valid_0's tweedie: 20.3863
[65] valid_0's poisson: -104.301 valid_0's tweedie: 20.3659
[66] valid_0's poisson: -104.402 valid_0's tweedie: 20.3459
[67] valid_0's poisson: -104.494 valid_0's tweedie: 20.3274
[68] valid_0's poisson: -104.59 valid_0's tweedie: 20.3084
[69] valid_0's poisson: -104.681 valid_0's tweedie: 20.2901
[70] valid_0's poisson: -104.772 valid_0's tweedie: 20.2721
[71] valid_0's poisson: -104.862 valid_0's tweedie: 20.2543
[72] valid_0's poisson: -104.948 valid_0's tweedie: 20.2371
[73] valid_0's poisson: -105.027 valid_0's tweedie: 20.221
[74] valid_0's poisson: -105.111 valid_0's tweedie: 20.2043
[75] valid_0's poisson: -105.185 valid_0's tweedie: 20.1892
[76] valid_0's poisson: -105.265 valid_0's tweedie: 20.1732
[77] valid_0's poisson: -105.34 valid_0's tweedie: 20.1581
[78] valid_0's poisson: -105.414 valid_0's tweedie: 20.1432
[79] valid_0's poisson: -105.489 valid_0's tweedie: 20.1282
[80] valid_0's poisson: -105.563 valid_0's tweedie: 20.1135
[81] valid_0's poisson: -105.629 valid_0's tweedie: 20.1
[82] valid_0's poisson: -105.697 valid_0's tweedie: 20.0864
[83] valid_0's poisson: -105.77 valid_0's tweedie: 20.0718
[84] valid_0's poisson: -105.83 valid_0's tweedie: 20.0595
[85] valid_0's poisson: -105.899 valid_0's tweedie: 20.0456
[86] valid_0's poisson: -105.967 valid_0's tweedie: 20.0321
[87] valid_0's poisson: -106.03 valid_0's tweedie: 20.0191
[88] valid_0's poisson: -106.085 valid_0's tweedie: 20.0078
[89] valid_0's poisson: -106.148 valid_0's tweedie: 19.9954
[90] valid_0's poisson: -106.205 valid_0's tweedie: 19.9837
[91] valid_0's poisson: -106.263 valid_0's tweedie: 19.9724
[92] valid_0's poisson: -106.321 valid_0's tweedie: 19.9608
[93] valid_0's poisson: -106.371 valid_0's tweedie: 19.9505
[94] valid_0's poisson: -106.426 valid_0's tweedie: 19.9397
[95] valid_0's poisson: -106.474 valid_0's tweedie: 19.9299
[96] valid_0's poisson: -106.526 valid_0's tweedie: 19.9194
[97] valid_0's poisson: -106.574 valid_0's tweedie: 19.9096
[98] valid_0's poisson: -106.623 valid_0's tweedie: 19.8998
[99] valid_0's poisson: -106.672 valid_0's tweedie: 19.8902
[100] valid_0's poisson: -106.717 valid_0's tweedie: 19.8812
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7243 valid_0's tweedie: 23.3648
[2] valid_0's poisson: -88.2574 valid_0's tweedie: 23.2752
[3] valid_0's poisson: -88.7707 valid_0's tweedie: 23.1887
[4] valid_0's poisson: -89.2733 valid_0's tweedie: 23.1035
[5] valid_0's poisson: -89.7671 valid_0's tweedie: 23.0196
[6] valid_0's poisson: -90.2402 valid_0's tweedie: 22.9388
[7] valid_0's poisson: -90.7081 valid_0's tweedie: 22.8587
[8] valid_0's poisson: -91.1632 valid_0's tweedie: 22.7804
[9] valid_0's poisson: -91.6014 valid_0's tweedie: 22.7048
[10] valid_0's poisson: -92.0325 valid_0's tweedie: 22.6301
[11] valid_0's poisson: -92.4466 valid_0's tweedie: 22.558
[12] valid_0's poisson: -92.8541 valid_0's tweedie: 22.4869
[13] valid_0's poisson: -93.2512 valid_0's tweedie: 22.4174
[14] valid_0's poisson: -93.6329 valid_0's tweedie: 22.3502
[15] valid_0's poisson: -94.009 valid_0's tweedie: 22.2839
[16] valid_0's poisson: -94.3751 valid_0's tweedie: 22.2191
[17] valid_0's poisson: -94.7276 valid_0's tweedie: 22.1565
[18] valid_0's poisson: -95.0789 valid_0's tweedie: 22.094
[19] valid_0's poisson: -95.4155 valid_0's tweedie: 22.0338
[20] valid_0's poisson: -95.741 valid_0's tweedie: 21.9754
[21] valid_0's poisson: -96.0616 valid_0's tweedie: 21.9177
[22] valid_0's poisson: -96.3691 valid_0's tweedie: 21.8622
[23] valid_0's poisson: -96.6711 valid_0's tweedie: 21.8074
[24] valid_0's poisson: -96.9625 valid_0's tweedie: 21.7544
[25] valid_0's poisson: -97.2581 valid_0's tweedie: 21.7007
[26] valid_0's poisson: -97.5377 valid_0's tweedie: 21.6496
[27] valid_0's poisson: -97.8126 valid_0's tweedie: 21.5993
[28] valid_0's poisson: -98.0854 valid_0's tweedie: 21.5495
[29] valid_0's poisson: -98.3412 valid_0's tweedie: 21.5023
[30] valid_0's poisson: -98.5938 valid_0's tweedie: 21.4555
[31] valid_0's poisson: -98.8379 valid_0's tweedie: 21.4102
[32] valid_0's poisson: -99.086 valid_0's tweedie: 21.3644
[33] valid_0's poisson: -99.3153 valid_0's tweedie: 21.3215
[34] valid_0's poisson: -99.5416 valid_0's tweedie: 21.2792
[35] valid_0's poisson: -99.771 valid_0's tweedie: 21.2364
[36] valid_0's poisson: -99.983 valid_0's tweedie: 21.1964
[37] valid_0's poisson: -100.186 valid_0's tweedie: 21.1579
[38] valid_0's poisson: -100.399 valid_0's tweedie: 21.118
[39] valid_0's poisson: -100.599 valid_0's tweedie: 21.0802
[40] valid_0's poisson: -100.799 valid_0's tweedie: 21.0423
[41] valid_0's poisson: -100.985 valid_0's tweedie: 21.0068
[42] valid_0's poisson: -101.166 valid_0's tweedie: 20.9722
[43] valid_0's poisson: -101.352 valid_0's tweedie: 20.9369
[44] valid_0's poisson: -101.52 valid_0's tweedie: 20.9044
[45] valid_0's poisson: -101.696 valid_0's tweedie: 20.8707
[46] valid_0's poisson: -101.856 valid_0's tweedie: 20.8396
[47] valid_0's poisson: -102.024 valid_0's tweedie: 20.8075
[48] valid_0's poisson: -102.186 valid_0's tweedie: 20.7764
[49] valid_0's poisson: -102.335 valid_0's tweedie: 20.7473
[50] valid_0's poisson: -102.489 valid_0's tweedie: 20.7177
[51] valid_0's poisson: -102.629 valid_0's tweedie: 20.6902
[52] valid_0's poisson: -102.773 valid_0's tweedie: 20.6622
[53] valid_0's poisson: -102.912 valid_0's tweedie: 20.6352
[54] valid_0's poisson: -103.046 valid_0's tweedie: 20.6088
[55] valid_0's poisson: -103.178 valid_0's tweedie: 20.5831
[56] valid_0's poisson: -103.31 valid_0's tweedie: 20.5574
[57] valid_0's poisson: -103.437 valid_0's tweedie: 20.5325
[58] valid_0's poisson: -103.552 valid_0's tweedie: 20.5096
[59] valid_0's poisson: -103.674 valid_0's tweedie: 20.4858
[60] valid_0's poisson: -103.783 valid_0's tweedie: 20.464
[61] valid_0's poisson: -103.898 valid_0's tweedie: 20.4416
[62] valid_0's poisson: -104.007 valid_0's tweedie: 20.42
[63] valid_0's poisson: -104.114 valid_0's tweedie: 20.3987
[64] valid_0's poisson: -104.221 valid_0's tweedie: 20.3779
[65] valid_0's poisson: -104.318 valid_0's tweedie: 20.3585
[66] valid_0's poisson: -104.419 valid_0's tweedie: 20.3386
[67] valid_0's poisson: -104.511 valid_0's tweedie: 20.3199
[68] valid_0's poisson: -104.609 valid_0's tweedie: 20.3005
[69] valid_0's poisson: -104.704 valid_0's tweedie: 20.2817
[70] valid_0's poisson: -104.788 valid_0's tweedie: 20.2645
[71] valid_0's poisson: -104.879 valid_0's tweedie: 20.2465
[72] valid_0's poisson: -104.967 valid_0's tweedie: 20.229
[73] valid_0's poisson: -105.049 valid_0's tweedie: 20.2126
[74] valid_0's poisson: -105.134 valid_0's tweedie: 20.1958
[75] valid_0's poisson: -105.209 valid_0's tweedie: 20.1803
[76] valid_0's poisson: -105.289 valid_0's tweedie: 20.1644
[77] valid_0's poisson: -105.364 valid_0's tweedie: 20.1492
[78] valid_0's poisson: -105.437 valid_0's tweedie: 20.1346
[79] valid_0's poisson: -105.511 valid_0's tweedie: 20.1199
[80] valid_0's poisson: -105.58 valid_0's tweedie: 20.106
[81] valid_0's poisson: -105.651 valid_0's tweedie: 20.0916
[82] valid_0's poisson: -105.725 valid_0's tweedie: 20.0771
[83] valid_0's poisson: -105.786 valid_0's tweedie: 20.0643
[84] valid_0's poisson: -105.857 valid_0's tweedie: 20.0504
[85] valid_0's poisson: -105.924 valid_0's tweedie: 20.037
[86] valid_0's poisson: -105.992 valid_0's tweedie: 20.0237
[87] valid_0's poisson: -106.049 valid_0's tweedie: 20.012
[88] valid_0's poisson: -106.113 valid_0's tweedie: 19.9993
[89] valid_0's poisson: -106.17 valid_0's tweedie: 19.9879
[90] valid_0's poisson: -106.23 valid_0's tweedie: 19.976
[91] valid_0's poisson: -106.289 valid_0's tweedie: 19.9642
[92] valid_0's poisson: -106.34 valid_0's tweedie: 19.9538
[93] valid_0's poisson: -106.396 valid_0's tweedie: 19.9428
[94] valid_0's poisson: -106.45 valid_0's tweedie: 19.9321
[95] valid_0's poisson: -106.499 valid_0's tweedie: 19.9221
[96] valid_0's poisson: -106.55 valid_0's tweedie: 19.9118
[97] valid_0's poisson: -106.596 valid_0's tweedie: 19.9023
[98] valid_0's poisson: -106.646 valid_0's tweedie: 19.8924
[99] valid_0's poisson: -106.694 valid_0's tweedie: 19.8828
[100] valid_0's poisson: -106.741 valid_0's tweedie: 19.8735
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -87.7124 valid_0's tweedie: 23.3671
[2] valid_0's poisson: -88.2463 valid_0's tweedie: 23.2778
[3] valid_0's poisson: -88.7612 valid_0's tweedie: 23.1912
[4] valid_0's poisson: -89.2666 valid_0's tweedie: 23.106
[5] valid_0's poisson: -89.7595 valid_0's tweedie: 23.0225
[6] valid_0's poisson: -90.2342 valid_0's tweedie: 22.9417
[7] valid_0's poisson: -90.7001 valid_0's tweedie: 22.8621
[8] valid_0's poisson: -91.1574 valid_0's tweedie: 22.7838
[9] valid_0's poisson: -91.5953 valid_0's tweedie: 22.7084
[10] valid_0's poisson: -92.0263 valid_0's tweedie: 22.634
[11] valid_0's poisson: -92.4438 valid_0's tweedie: 22.5616
[12] valid_0's poisson: -92.8527 valid_0's tweedie: 22.4904
[13] valid_0's poisson: -93.2453 valid_0's tweedie: 22.4218
[14] valid_0's poisson: -93.6351 valid_0's tweedie: 22.3535
[15] valid_0's poisson: -94.0109 valid_0's tweedie: 22.2874
[16] valid_0's poisson: -94.378 valid_0's tweedie: 22.2226
[17] valid_0's poisson: -94.7315 valid_0's tweedie: 22.1598
[18] valid_0's poisson: -95.0829 valid_0's tweedie: 22.0975
[19] valid_0's poisson: -95.4215 valid_0's tweedie: 22.0371
[20] valid_0's poisson: -95.7477 valid_0's tweedie: 21.9785
[21] valid_0's poisson: -96.0735 valid_0's tweedie: 21.9202
[22] valid_0's poisson: -96.385 valid_0's tweedie: 21.864
[23] valid_0's poisson: -96.6885 valid_0's tweedie: 21.8091
[24] valid_0's poisson: -96.9807 valid_0's tweedie: 21.756
[25] valid_0's poisson: -97.2738 valid_0's tweedie: 21.7029
[26] valid_0's poisson: -97.5531 valid_0's tweedie: 21.652
[27] valid_0's poisson: -97.8264 valid_0's tweedie: 21.602
[28] valid_0's poisson: -98.0934 valid_0's tweedie: 21.5531
[29] valid_0's poisson: -98.3576 valid_0's tweedie: 21.5047
[30] valid_0's poisson: -98.6057 valid_0's tweedie: 21.4588
[31] valid_0's poisson: -98.8486 valid_0's tweedie: 21.4136
[32] valid_0's poisson: -99.0883 valid_0's tweedie: 21.3693
[33] valid_0's poisson: -99.327 valid_0's tweedie: 21.3251
[34] valid_0's poisson: -99.552 valid_0's tweedie: 21.2831
[35] valid_0's poisson: -99.7783 valid_0's tweedie: 21.2409
[36] valid_0's poisson: -99.9895 valid_0's tweedie: 21.2013
[37] valid_0's poisson: -100.198 valid_0's tweedie: 21.1621
[38] valid_0's poisson: -100.406 valid_0's tweedie: 21.1228
[39] valid_0's poisson: -100.603 valid_0's tweedie: 21.0856
[40] valid_0's poisson: -100.802 valid_0's tweedie: 21.0481
[41] valid_0's poisson: -100.989 valid_0's tweedie: 21.0125
[42] valid_0's poisson: -101.175 valid_0's tweedie: 20.977
[43] valid_0's poisson: -101.353 valid_0's tweedie: 20.943
[44] valid_0's poisson: -101.532 valid_0's tweedie: 20.909
[45] valid_0's poisson: -101.699 valid_0's tweedie: 20.8767
[46] valid_0's poisson: -101.866 valid_0's tweedie: 20.8445
[47] valid_0's poisson: -102.026 valid_0's tweedie: 20.8138
[48] valid_0's poisson: -102.187 valid_0's tweedie: 20.7827
[49] valid_0's poisson: -102.337 valid_0's tweedie: 20.7536
[50] valid_0's poisson: -102.488 valid_0's tweedie: 20.7243
[51] valid_0's poisson: -102.637 valid_0's tweedie: 20.6957
[52] valid_0's poisson: -102.777 valid_0's tweedie: 20.6683
[53] valid_0's poisson: -102.915 valid_0's tweedie: 20.6414
[54] valid_0's poisson: -103.05 valid_0's tweedie: 20.6148
[55] valid_0's poisson: -103.184 valid_0's tweedie: 20.5888
[56] valid_0's poisson: -103.314 valid_0's tweedie: 20.5634
[57] valid_0's poisson: -103.436 valid_0's tweedie: 20.5393
[58] valid_0's poisson: -103.557 valid_0's tweedie: 20.5154
[59] valid_0's poisson: -103.675 valid_0's tweedie: 20.4922
[60] valid_0's poisson: -103.792 valid_0's tweedie: 20.4691
[61] valid_0's poisson: -103.904 valid_0's tweedie: 20.4471
[62] valid_0's poisson: -104.011 valid_0's tweedie: 20.4256
[63] valid_0's poisson: -104.118 valid_0's tweedie: 20.4044
[64] valid_0's poisson: -104.226 valid_0's tweedie: 20.3832
[65] valid_0's poisson: -104.324 valid_0's tweedie: 20.3634
[66] valid_0's poisson: -104.423 valid_0's tweedie: 20.3438
[67] valid_0's poisson: -104.518 valid_0's tweedie: 20.3247
[68] valid_0's poisson: -104.613 valid_0's tweedie: 20.3058
[69] valid_0's poisson: -104.702 valid_0's tweedie: 20.2879
[70] valid_0's poisson: -104.791 valid_0's tweedie: 20.27
[71] valid_0's poisson: -104.879 valid_0's tweedie: 20.2524
[72] valid_0's poisson: -104.966 valid_0's tweedie: 20.235
[73] valid_0's poisson: -105.051 valid_0's tweedie: 20.2181
[74] valid_0's poisson: -105.131 valid_0's tweedie: 20.2018
[75] valid_0's poisson: -105.211 valid_0's tweedie: 20.1859
[76] valid_0's poisson: -105.286 valid_0's tweedie: 20.1706
[77] valid_0's poisson: -105.361 valid_0's tweedie: 20.1555
[78] valid_0's poisson: -105.435 valid_0's tweedie: 20.1404
[79] valid_0's poisson: -105.504 valid_0's tweedie: 20.1263
[80] valid_0's poisson: -105.576 valid_0's tweedie: 20.1118
[81] valid_0's poisson: -105.645 valid_0's tweedie: 20.0979
[82] valid_0's poisson: -105.715 valid_0's tweedie: 20.084
[83] valid_0's poisson: -105.78 valid_0's tweedie: 20.0708
[84] valid_0's poisson: -105.846 valid_0's tweedie: 20.0575
[85] valid_0's poisson: -105.914 valid_0's tweedie: 20.0441
[86] valid_0's poisson: -105.974 valid_0's tweedie: 20.0317
[87] valid_0's poisson: -106.036 valid_0's tweedie: 20.0192
[88] valid_0's poisson: -106.1 valid_0's tweedie: 20.0064
[89] valid_0's poisson: -106.155 valid_0's tweedie: 19.9953
[90] valid_0's poisson: -106.216 valid_0's tweedie: 19.9832
[91] valid_0's poisson: -106.269 valid_0's tweedie: 19.972
[92] valid_0's poisson: -106.325 valid_0's tweedie: 19.9608
[93] valid_0's poisson: -106.381 valid_0's tweedie: 19.9496
[94] valid_0's poisson: -106.434 valid_0's tweedie: 19.939
[95] valid_0's poisson: -106.487 valid_0's tweedie: 19.9284
[96] valid_0's poisson: -106.534 valid_0's tweedie: 19.9186
[97] valid_0's poisson: -106.583 valid_0's tweedie: 19.9088
[98] valid_0's poisson: -106.633 valid_0's tweedie: 19.8989
[99] valid_0's poisson: -106.679 valid_0's tweedie: 19.8895
[100] valid_0's poisson: -106.723 valid_0's tweedie: 19.8805
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0.01, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.5; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3105 valid_0's tweedie: 56.6052
[2] valid_0's poisson: -87.4464 valid_0's tweedie: 56.5588
[3] valid_0's poisson: -87.5814 valid_0's tweedie: 56.5127
[4] valid_0's poisson: -87.7155 valid_0's tweedie: 56.467
[5] valid_0's poisson: -87.8488 valid_0's tweedie: 56.4215
[6] valid_0's poisson: -87.9812 valid_0's tweedie: 56.3763
[7] valid_0's poisson: -88.1128 valid_0's tweedie: 56.3315
[8] valid_0's poisson: -88.2431 valid_0's tweedie: 56.2871
[9] valid_0's poisson: -88.3726 valid_0's tweedie: 56.2429
[10] valid_0's poisson: -88.5014 valid_0's tweedie: 56.1991
[11] valid_0's poisson: -88.6292 valid_0's tweedie: 56.1555
[12] valid_0's poisson: -88.7562 valid_0's tweedie: 56.1123
[13] valid_0's poisson: -88.8824 valid_0's tweedie: 56.0693
[14] valid_0's poisson: -89.0078 valid_0's tweedie: 56.0266
[15] valid_0's poisson: -89.1325 valid_0's tweedie: 55.9842
[16] valid_0's poisson: -89.2566 valid_0's tweedie: 55.9419
[17] valid_0's poisson: -89.3797 valid_0's tweedie: 55.9
[18] valid_0's poisson: -89.502 valid_0's tweedie: 55.8584
[19] valid_0's poisson: -89.6236 valid_0's tweedie: 55.8171
[20] valid_0's poisson: -89.7444 valid_0's tweedie: 55.776
[21] valid_0's poisson: -89.8647 valid_0's tweedie: 55.7351
[22] valid_0's poisson: -89.9842 valid_0's tweedie: 55.6945
[23] valid_0's poisson: -90.1031 valid_0's tweedie: 55.654
[24] valid_0's poisson: -90.2211 valid_0's tweedie: 55.6139
[25] valid_0's poisson: -90.3383 valid_0's tweedie: 55.5741
[26] valid_0's poisson: -90.4545 valid_0's tweedie: 55.5346
[27] valid_0's poisson: -90.5702 valid_0's tweedie: 55.4953
[28] valid_0's poisson: -90.6851 valid_0's tweedie: 55.4562
[29] valid_0's poisson: -90.7995 valid_0's tweedie: 55.4174
[30] valid_0's poisson: -90.9129 valid_0's tweedie: 55.3788
[31] valid_0's poisson: -91.0255 valid_0's tweedie: 55.3406
[32] valid_0's poisson: -91.1374 valid_0's tweedie: 55.3025
[33] valid_0's poisson: -91.2488 valid_0's tweedie: 55.2647
[34] valid_0's poisson: -91.3595 valid_0's tweedie: 55.2271
[35] valid_0's poisson: -91.4695 valid_0's tweedie: 55.1897
[36] valid_0's poisson: -91.5789 valid_0's tweedie: 55.1526
[37] valid_0's poisson: -91.6877 valid_0's tweedie: 55.1157
[38] valid_0's poisson: -91.7959 valid_0's tweedie: 55.0789
[39] valid_0's poisson: -91.9039 valid_0's tweedie: 55.0423
[40] valid_0's poisson: -92.0108 valid_0's tweedie: 55.006
[41] valid_0's poisson: -92.1168 valid_0's tweedie: 54.97
[42] valid_0's poisson: -92.2223 valid_0's tweedie: 54.9342
[43] valid_0's poisson: -92.3267 valid_0's tweedie: 54.8988
[44] valid_0's poisson: -92.4306 valid_0's tweedie: 54.8635
[45] valid_0's poisson: -92.5346 valid_0's tweedie: 54.8282
[46] valid_0's poisson: -92.6372 valid_0's tweedie: 54.7934
[47] valid_0's poisson: -92.7391 valid_0's tweedie: 54.7588
[48] valid_0's poisson: -92.8407 valid_0's tweedie: 54.7243
[49] valid_0's poisson: -92.9414 valid_0's tweedie: 54.6901
[50] valid_0's poisson: -93.0413 valid_0's tweedie: 54.6562
[51] valid_0's poisson: -93.1407 valid_0's tweedie: 54.6225
[52] valid_0's poisson: -93.2394 valid_0's tweedie: 54.5889
[53] valid_0's poisson: -93.3378 valid_0's tweedie: 54.5555
[54] valid_0's poisson: -93.4352 valid_0's tweedie: 54.5225
[55] valid_0's poisson: -93.5321 valid_0's tweedie: 54.4896
[56] valid_0's poisson: -93.6282 valid_0's tweedie: 54.4569
[57] valid_0's poisson: -93.7239 valid_0's tweedie: 54.4245
[58] valid_0's poisson: -93.8188 valid_0's tweedie: 54.3922
[59] valid_0's poisson: -93.913 valid_0's tweedie: 54.3602
[60] valid_0's poisson: -94.0068 valid_0's tweedie: 54.3284
[61] valid_0's poisson: -94.0998 valid_0's tweedie: 54.2968
[62] valid_0's poisson: -94.1925 valid_0's tweedie: 54.2653
[63] valid_0's poisson: -94.2843 valid_0's tweedie: 54.2341
[64] valid_0's poisson: -94.3755 valid_0's tweedie: 54.2032
[65] valid_0's poisson: -94.4661 valid_0's tweedie: 54.1724
[66] valid_0's poisson: -94.5562 valid_0's tweedie: 54.1417
[67] valid_0's poisson: -94.6463 valid_0's tweedie: 54.1111
[68] valid_0's poisson: -94.7352 valid_0's tweedie: 54.0809
[69] valid_0's poisson: -94.8235 valid_0's tweedie: 54.0509
[70] valid_0's poisson: -94.9114 valid_0's tweedie: 54.021
[71] valid_0's poisson: -94.9992 valid_0's tweedie: 53.9912
[72] valid_0's poisson: -95.0858 valid_0's tweedie: 53.9617
[73] valid_0's poisson: -95.1718 valid_0's tweedie: 53.9325
[74] valid_0's poisson: -95.2575 valid_0's tweedie: 53.9033
[75] valid_0's poisson: -95.3427 valid_0's tweedie: 53.8743
[76] valid_0's poisson: -95.4273 valid_0's tweedie: 53.8455
[77] valid_0's poisson: -95.5114 valid_0's tweedie: 53.8168
[78] valid_0's poisson: -95.5948 valid_0's tweedie: 53.7884
[79] valid_0's poisson: -95.6776 valid_0's tweedie: 53.7602
[80] valid_0's poisson: -95.7598 valid_0's tweedie: 53.7321
[81] valid_0's poisson: -95.8413 valid_0's tweedie: 53.7043
[82] valid_0's poisson: -95.9225 valid_0's tweedie: 53.6766
[83] valid_0's poisson: -96.0037 valid_0's tweedie: 53.649
[84] valid_0's poisson: -96.0837 valid_0's tweedie: 53.6217
[85] valid_0's poisson: -96.1635 valid_0's tweedie: 53.5945
[86] valid_0's poisson: -96.2429 valid_0's tweedie: 53.5674
[87] valid_0's poisson: -96.3214 valid_0's tweedie: 53.5406
[88] valid_0's poisson: -96.4002 valid_0's tweedie: 53.5137
[89] valid_0's poisson: -96.4777 valid_0's tweedie: 53.4873
[90] valid_0's poisson: -96.5547 valid_0's tweedie: 53.461
[91] valid_0's poisson: -96.632 valid_0's tweedie: 53.4346
[92] valid_0's poisson: -96.7084 valid_0's tweedie: 53.4085
[93] valid_0's poisson: -96.7845 valid_0's tweedie: 53.3825
[94] valid_0's poisson: -96.8598 valid_0's tweedie: 53.3568
[95] valid_0's poisson: -96.9344 valid_0's tweedie: 53.3313
[96] valid_0's poisson: -97.009 valid_0's tweedie: 53.3058
[97] valid_0's poisson: -97.0832 valid_0's tweedie: 53.2804
[98] valid_0's poisson: -97.1571 valid_0's tweedie: 53.2551
[99] valid_0's poisson: -97.2298 valid_0's tweedie: 53.2303
[100] valid_0's poisson: -97.3019 valid_0's tweedie: 53.2056
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3111 valid_0's tweedie: 56.6049
[2] valid_0's poisson: -87.4476 valid_0's tweedie: 56.5584
[3] valid_0's poisson: -87.583 valid_0's tweedie: 56.5122
[4] valid_0's poisson: -87.7175 valid_0's tweedie: 56.4663
[5] valid_0's poisson: -87.8511 valid_0's tweedie: 56.4207
[6] valid_0's poisson: -87.9838 valid_0's tweedie: 56.3755
[7] valid_0's poisson: -88.1158 valid_0's tweedie: 56.3305
[8] valid_0's poisson: -88.2468 valid_0's tweedie: 56.2858
[9] valid_0's poisson: -88.3771 valid_0's tweedie: 56.2414
[10] valid_0's poisson: -88.5062 valid_0's tweedie: 56.1974
[11] valid_0's poisson: -88.635 valid_0's tweedie: 56.1535
[12] valid_0's poisson: -88.7631 valid_0's tweedie: 56.1099
[13] valid_0's poisson: -88.89 valid_0's tweedie: 56.0667
[14] valid_0's poisson: -89.0161 valid_0's tweedie: 56.0238
[15] valid_0's poisson: -89.1415 valid_0's tweedie: 55.9811
[16] valid_0's poisson: -89.2661 valid_0's tweedie: 55.9386
[17] valid_0's poisson: -89.3899 valid_0's tweedie: 55.8965
[18] valid_0's poisson: -89.5128 valid_0's tweedie: 55.8547
[19] valid_0's poisson: -89.6349 valid_0's tweedie: 55.8132
[20] valid_0's poisson: -89.7561 valid_0's tweedie: 55.772
[21] valid_0's poisson: -89.8768 valid_0's tweedie: 55.7309
[22] valid_0's poisson: -89.9966 valid_0's tweedie: 55.6902
[23] valid_0's poisson: -90.1157 valid_0's tweedie: 55.6496
[24] valid_0's poisson: -90.2339 valid_0's tweedie: 55.6095
[25] valid_0's poisson: -90.3513 valid_0's tweedie: 55.5696
[26] valid_0's poisson: -90.4682 valid_0's tweedie: 55.5298
[27] valid_0's poisson: -90.5841 valid_0's tweedie: 55.4905
[28] valid_0's poisson: -90.6993 valid_0's tweedie: 55.4513
[29] valid_0's poisson: -90.8139 valid_0's tweedie: 55.4124
[30] valid_0's poisson: -90.9275 valid_0's tweedie: 55.3737
[31] valid_0's poisson: -91.0405 valid_0's tweedie: 55.3354
[32] valid_0's poisson: -91.1527 valid_0's tweedie: 55.2973
[33] valid_0's poisson: -91.2641 valid_0's tweedie: 55.2594
[34] valid_0's poisson: -91.3749 valid_0's tweedie: 55.2218
[35] valid_0's poisson: -91.4849 valid_0's tweedie: 55.1844
[36] valid_0's poisson: -91.5942 valid_0's tweedie: 55.1473
[37] valid_0's poisson: -91.7029 valid_0's tweedie: 55.1104
[38] valid_0's poisson: -91.8108 valid_0's tweedie: 55.0737
[39] valid_0's poisson: -91.918 valid_0's tweedie: 55.0373
[40] valid_0's poisson: -92.0246 valid_0's tweedie: 55.0012
[41] valid_0's poisson: -92.1303 valid_0's tweedie: 54.9652
[42] valid_0's poisson: -92.2355 valid_0's tweedie: 54.9295
[43] valid_0's poisson: -92.3399 valid_0's tweedie: 54.8941
[44] valid_0's poisson: -92.4438 valid_0's tweedie: 54.8588
[45] valid_0's poisson: -92.5469 valid_0's tweedie: 54.8238
[46] valid_0's poisson: -92.65 valid_0's tweedie: 54.7888
[47] valid_0's poisson: -92.7518 valid_0's tweedie: 54.7542
[48] valid_0's poisson: -92.853 valid_0's tweedie: 54.7199
[49] valid_0's poisson: -92.9533 valid_0's tweedie: 54.6858
[50] valid_0's poisson: -93.0547 valid_0's tweedie: 54.6514
[51] valid_0's poisson: -93.1538 valid_0's tweedie: 54.6177
[52] valid_0's poisson: -93.253 valid_0's tweedie: 54.5841
[53] valid_0's poisson: -93.3524 valid_0's tweedie: 54.5504
[54] valid_0's poisson: -93.4498 valid_0's tweedie: 54.5173
[55] valid_0's poisson: -93.5479 valid_0's tweedie: 54.484
[56] valid_0's poisson: -93.6446 valid_0's tweedie: 54.4512
[57] valid_0's poisson: -93.7408 valid_0's tweedie: 54.4185
[58] valid_0's poisson: -93.8365 valid_0's tweedie: 54.386
[59] valid_0's poisson: -93.9313 valid_0's tweedie: 54.3537
[60] valid_0's poisson: -94.0257 valid_0's tweedie: 54.3217
[61] valid_0's poisson: -94.1195 valid_0's tweedie: 54.2898
[62] valid_0's poisson: -94.2125 valid_0's tweedie: 54.2582
[63] valid_0's poisson: -94.3051 valid_0's tweedie: 54.2267
[64] valid_0's poisson: -94.3973 valid_0's tweedie: 54.1954
[65] valid_0's poisson: -94.4883 valid_0's tweedie: 54.1644
[66] valid_0's poisson: -94.5787 valid_0's tweedie: 54.1337
[67] valid_0's poisson: -94.6689 valid_0's tweedie: 54.103
[68] valid_0's poisson: -94.7585 valid_0's tweedie: 54.0725
[69] valid_0's poisson: -94.8476 valid_0's tweedie: 54.0422
[70] valid_0's poisson: -94.936 valid_0's tweedie: 54.0121
[71] valid_0's poisson: -95.0239 valid_0's tweedie: 53.9822
[72] valid_0's poisson: -95.1112 valid_0's tweedie: 53.9525
[73] valid_0's poisson: -95.1978 valid_0's tweedie: 53.923
[74] valid_0's poisson: -95.2841 valid_0's tweedie: 53.8936
[75] valid_0's poisson: -95.3697 valid_0's tweedie: 53.8645
[76] valid_0's poisson: -95.4546 valid_0's tweedie: 53.8355
[77] valid_0's poisson: -95.539 valid_0's tweedie: 53.8068
[78] valid_0's poisson: -95.623 valid_0's tweedie: 53.7782
[79] valid_0's poisson: -95.7063 valid_0's tweedie: 53.7498
[80] valid_0's poisson: -95.789 valid_0's tweedie: 53.7216
[81] valid_0's poisson: -95.8712 valid_0's tweedie: 53.6936
[82] valid_0's poisson: -95.9531 valid_0's tweedie: 53.6657
[83] valid_0's poisson: -96.0342 valid_0's tweedie: 53.638
[84] valid_0's poisson: -96.1148 valid_0's tweedie: 53.6106
[85] valid_0's poisson: -96.1949 valid_0's tweedie: 53.5832
[86] valid_0's poisson: -96.2744 valid_0's tweedie: 53.5561
[87] valid_0's poisson: -96.3533 valid_0's tweedie: 53.5292
[88] valid_0's poisson: -96.4316 valid_0's tweedie: 53.5024
[89] valid_0's poisson: -96.5099 valid_0's tweedie: 53.4757
[90] valid_0's poisson: -96.5872 valid_0's tweedie: 53.4493
[91] valid_0's poisson: -96.664 valid_0's tweedie: 53.4231
[92] valid_0's poisson: -96.7405 valid_0's tweedie: 53.397
[93] valid_0's poisson: -96.8163 valid_0's tweedie: 53.3711
[94] valid_0's poisson: -96.8916 valid_0's tweedie: 53.3454
[95] valid_0's poisson: -96.9663 valid_0's tweedie: 53.3198
[96] valid_0's poisson: -97.0408 valid_0's tweedie: 53.2943
[97] valid_0's poisson: -97.1146 valid_0's tweedie: 53.2691
[98] valid_0's poisson: -97.1879 valid_0's tweedie: 53.244
[99] valid_0's poisson: -97.2612 valid_0's tweedie: 53.219
[100] valid_0's poisson: -97.3332 valid_0's tweedie: 53.1943
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3067 valid_0's tweedie: 56.6065
[2] valid_0's poisson: -87.4429 valid_0's tweedie: 56.56
[3] valid_0's poisson: -87.5782 valid_0's tweedie: 56.5139
[4] valid_0's poisson: -87.7131 valid_0's tweedie: 56.4679
[5] valid_0's poisson: -87.847 valid_0's tweedie: 56.4223
[6] valid_0's poisson: -87.98 valid_0's tweedie: 56.377
[7] valid_0's poisson: -88.1122 valid_0's tweedie: 56.332
[8] valid_0's poisson: -88.2435 valid_0's tweedie: 56.2872
[9] valid_0's poisson: -88.374 valid_0's tweedie: 56.2428
[10] valid_0's poisson: -88.5038 valid_0's tweedie: 56.1986
[11] valid_0's poisson: -88.6325 valid_0's tweedie: 56.1548
[12] valid_0's poisson: -88.7607 valid_0's tweedie: 56.1112
[13] valid_0's poisson: -88.8876 valid_0's tweedie: 56.068
[14] valid_0's poisson: -89.0141 valid_0's tweedie: 56.025
[15] valid_0's poisson: -89.1394 valid_0's tweedie: 55.9824
[16] valid_0's poisson: -89.2639 valid_0's tweedie: 55.94
[17] valid_0's poisson: -89.3876 valid_0's tweedie: 55.898
[18] valid_0's poisson: -89.5104 valid_0's tweedie: 55.8562
[19] valid_0's poisson: -89.6328 valid_0's tweedie: 55.8146
[20] valid_0's poisson: -89.7546 valid_0's tweedie: 55.7733
[21] valid_0's poisson: -89.8752 valid_0's tweedie: 55.7323
[22] valid_0's poisson: -89.9959 valid_0's tweedie: 55.6913
[23] valid_0's poisson: -90.1151 valid_0's tweedie: 55.6508
[24] valid_0's poisson: -90.2335 valid_0's tweedie: 55.6106
[25] valid_0's poisson: -90.3515 valid_0's tweedie: 55.5705
[26] valid_0's poisson: -90.4687 valid_0's tweedie: 55.5307
[27] valid_0's poisson: -90.5846 valid_0's tweedie: 55.4914
[28] valid_0's poisson: -90.7004 valid_0's tweedie: 55.4521
[29] valid_0's poisson: -90.8153 valid_0's tweedie: 55.4131
[30] valid_0's poisson: -90.929 valid_0's tweedie: 55.3745
[31] valid_0's poisson: -91.0429 valid_0's tweedie: 55.3358
[32] valid_0's poisson: -91.1554 valid_0's tweedie: 55.2977
[33] valid_0's poisson: -91.2678 valid_0's tweedie: 55.2595
[34] valid_0's poisson: -91.3786 valid_0's tweedie: 55.2219
[35] valid_0's poisson: -91.4896 valid_0's tweedie: 55.1843
[36] valid_0's poisson: -91.5992 valid_0's tweedie: 55.1471
[37] valid_0's poisson: -91.7089 valid_0's tweedie: 55.1099
[38] valid_0's poisson: -91.8168 valid_0's tweedie: 55.0733
[39] valid_0's poisson: -91.925 valid_0's tweedie: 55.0366
[40] valid_0's poisson: -92.0315 valid_0's tweedie: 55.0005
[41] valid_0's poisson: -92.1383 valid_0's tweedie: 54.9642
[42] valid_0's poisson: -92.2436 valid_0's tweedie: 54.9285
[43] valid_0's poisson: -92.3489 valid_0's tweedie: 54.8928
[44] valid_0's poisson: -92.4529 valid_0's tweedie: 54.8575
[45] valid_0's poisson: -92.5572 valid_0's tweedie: 54.8222
[46] valid_0's poisson: -92.6596 valid_0's tweedie: 54.7874
[47] valid_0's poisson: -92.762 valid_0's tweedie: 54.7527
[48] valid_0's poisson: -92.8637 valid_0's tweedie: 54.7182
[49] valid_0's poisson: -92.9647 valid_0's tweedie: 54.6839
[50] valid_0's poisson: -93.0649 valid_0's tweedie: 54.65
[51] valid_0's poisson: -93.1643 valid_0's tweedie: 54.6162
[52] valid_0's poisson: -93.2635 valid_0's tweedie: 54.5826
[53] valid_0's poisson: -93.3619 valid_0's tweedie: 54.5492
[54] valid_0's poisson: -93.46 valid_0's tweedie: 54.516
[55] valid_0's poisson: -93.5573 valid_0's tweedie: 54.483
[56] valid_0's poisson: -93.6535 valid_0's tweedie: 54.4503
[57] valid_0's poisson: -93.7497 valid_0's tweedie: 54.4177
[58] valid_0's poisson: -93.8453 valid_0's tweedie: 54.3853
[59] valid_0's poisson: -93.9402 valid_0's tweedie: 54.3531
[60] valid_0's poisson: -94.0343 valid_0's tweedie: 54.3212
[61] valid_0's poisson: -94.1276 valid_0's tweedie: 54.2895
[62] valid_0's poisson: -94.221 valid_0's tweedie: 54.2578
[63] valid_0's poisson: -94.313 valid_0's tweedie: 54.2266
[64] valid_0's poisson: -94.4049 valid_0's tweedie: 54.1954
[65] valid_0's poisson: -94.4964 valid_0's tweedie: 54.1644
[66] valid_0's poisson: -94.5866 valid_0's tweedie: 54.1337
[67] valid_0's poisson: -94.6766 valid_0's tweedie: 54.1032
[68] valid_0's poisson: -94.7663 valid_0's tweedie: 54.0728
[69] valid_0's poisson: -94.8551 valid_0's tweedie: 54.0426
[70] valid_0's poisson: -94.9438 valid_0's tweedie: 54.0125
[71] valid_0's poisson: -95.0318 valid_0's tweedie: 53.9825
[72] valid_0's poisson: -95.1192 valid_0's tweedie: 53.9528
[73] valid_0's poisson: -95.2061 valid_0's tweedie: 53.9233
[74] valid_0's poisson: -95.2924 valid_0's tweedie: 53.8939
[75] valid_0's poisson: -95.3781 valid_0's tweedie: 53.8647
[76] valid_0's poisson: -95.4632 valid_0's tweedie: 53.8358
[77] valid_0's poisson: -95.5474 valid_0's tweedie: 53.8071
[78] valid_0's poisson: -95.6314 valid_0's tweedie: 53.7785
[79] valid_0's poisson: -95.7148 valid_0's tweedie: 53.7501
[80] valid_0's poisson: -95.7974 valid_0's tweedie: 53.722
[81] valid_0's poisson: -95.8795 valid_0's tweedie: 53.694
[82] valid_0's poisson: -95.961 valid_0's tweedie: 53.6663
[83] valid_0's poisson: -96.0427 valid_0's tweedie: 53.6385
[84] valid_0's poisson: -96.1232 valid_0's tweedie: 53.611
[85] valid_0's poisson: -96.2031 valid_0's tweedie: 53.5838
[86] valid_0's poisson: -96.2825 valid_0's tweedie: 53.5567
[87] valid_0's poisson: -96.3614 valid_0's tweedie: 53.5298
[88] valid_0's poisson: -96.4405 valid_0's tweedie: 53.5029
[89] valid_0's poisson: -96.5183 valid_0's tweedie: 53.4764
[90] valid_0's poisson: -96.5957 valid_0's tweedie: 53.4499
[91] valid_0's poisson: -96.6733 valid_0's tweedie: 53.4235
[92] valid_0's poisson: -96.7497 valid_0's tweedie: 53.3974
[93] valid_0's poisson: -96.8255 valid_0's tweedie: 53.3715
[94] valid_0's poisson: -96.9008 valid_0's tweedie: 53.3458
[95] valid_0's poisson: -96.9755 valid_0's tweedie: 53.3203
[96] valid_0's poisson: -97.0499 valid_0's tweedie: 53.2948
[97] valid_0's poisson: -97.1245 valid_0's tweedie: 53.2694
[98] valid_0's poisson: -97.1978 valid_0's tweedie: 53.2443
[99] valid_0's poisson: -97.271 valid_0's tweedie: 53.2193
[100] valid_0's poisson: -97.3434 valid_0's tweedie: 53.1945
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.313 valid_0's tweedie: 56.6043
[2] valid_0's poisson: -87.4492 valid_0's tweedie: 56.5578
[3] valid_0's poisson: -87.5844 valid_0's tweedie: 56.5116
[4] valid_0's poisson: -87.7191 valid_0's tweedie: 56.4656
[5] valid_0's poisson: -87.853 valid_0's tweedie: 56.42
[6] valid_0's poisson: -87.9863 valid_0's tweedie: 56.3745
[7] valid_0's poisson: -88.1184 valid_0's tweedie: 56.3294
[8] valid_0's poisson: -88.2498 valid_0's tweedie: 56.2847
[9] valid_0's poisson: -88.3802 valid_0's tweedie: 56.2402
[10] valid_0's poisson: -88.5102 valid_0's tweedie: 56.1959
[11] valid_0's poisson: -88.6387 valid_0's tweedie: 56.1521
[12] valid_0's poisson: -88.7669 valid_0's tweedie: 56.1084
[13] valid_0's poisson: -88.8939 valid_0's tweedie: 56.0652
[14] valid_0's poisson: -89.0199 valid_0's tweedie: 56.0223
[15] valid_0's poisson: -89.1453 valid_0's tweedie: 55.9796
[16] valid_0's poisson: -89.2699 valid_0's tweedie: 55.9372
[17] valid_0's poisson: -89.3935 valid_0's tweedie: 55.8951
[18] valid_0's poisson: -89.5166 valid_0's tweedie: 55.8532
[19] valid_0's poisson: -89.6388 valid_0's tweedie: 55.8116
[20] valid_0's poisson: -89.76 valid_0's tweedie: 55.7704
[21] valid_0's poisson: -89.881 valid_0's tweedie: 55.7292
[22] valid_0's poisson: -90.0007 valid_0's tweedie: 55.6885
[23] valid_0's poisson: -90.1196 valid_0's tweedie: 55.6481
[24] valid_0's poisson: -90.238 valid_0's tweedie: 55.6078
[25] valid_0's poisson: -90.3556 valid_0's tweedie: 55.5678
[26] valid_0's poisson: -90.4721 valid_0's tweedie: 55.5283
[27] valid_0's poisson: -90.5879 valid_0's tweedie: 55.4889
[28] valid_0's poisson: -90.7036 valid_0's tweedie: 55.4496
[29] valid_0's poisson: -90.8178 valid_0's tweedie: 55.4108
[30] valid_0's poisson: -90.9311 valid_0's tweedie: 55.3723
[31] valid_0's poisson: -91.0445 valid_0's tweedie: 55.3337
[32] valid_0's poisson: -91.1567 valid_0's tweedie: 55.2956
[33] valid_0's poisson: -91.2681 valid_0's tweedie: 55.2578
[34] valid_0's poisson: -91.379 valid_0's tweedie: 55.2201
[35] valid_0's poisson: -91.4891 valid_0's tweedie: 55.1827
[36] valid_0's poisson: -91.5985 valid_0's tweedie: 55.1456
[37] valid_0's poisson: -91.7075 valid_0's tweedie: 55.1085
[38] valid_0's poisson: -91.8155 valid_0's tweedie: 55.0719
[39] valid_0's poisson: -91.9235 valid_0's tweedie: 55.0352
[40] valid_0's poisson: -92.0306 valid_0's tweedie: 54.9988
[41] valid_0's poisson: -92.1368 valid_0's tweedie: 54.9628
[42] valid_0's poisson: -92.243 valid_0's tweedie: 54.9267
[43] valid_0's poisson: -92.3481 valid_0's tweedie: 54.8911
[44] valid_0's poisson: -92.4525 valid_0's tweedie: 54.8557
[45] valid_0's poisson: -92.5562 valid_0's tweedie: 54.8204
[46] valid_0's poisson: -92.6595 valid_0's tweedie: 54.7854
[47] valid_0's poisson: -92.7618 valid_0's tweedie: 54.7506
[48] valid_0's poisson: -92.8639 valid_0's tweedie: 54.716
[49] valid_0's poisson: -92.9651 valid_0's tweedie: 54.6817
[50] valid_0's poisson: -93.0656 valid_0's tweedie: 54.6475
[51] valid_0's poisson: -93.1656 valid_0's tweedie: 54.6136
[52] valid_0's poisson: -93.2651 valid_0's tweedie: 54.5799
[53] valid_0's poisson: -93.364 valid_0's tweedie: 54.5463
[54] valid_0's poisson: -93.462 valid_0's tweedie: 54.513
[55] valid_0's poisson: -93.5598 valid_0's tweedie: 54.4798
[56] valid_0's poisson: -93.6569 valid_0's tweedie: 54.4469
[57] valid_0's poisson: -93.753 valid_0's tweedie: 54.4142
[58] valid_0's poisson: -93.849 valid_0's tweedie: 54.3816
[59] valid_0's poisson: -93.9439 valid_0's tweedie: 54.3494
[60] valid_0's poisson: -94.0388 valid_0's tweedie: 54.3172
[61] valid_0's poisson: -94.1326 valid_0's tweedie: 54.2853
[62] valid_0's poisson: -94.2258 valid_0's tweedie: 54.2537
[63] valid_0's poisson: -94.3187 valid_0's tweedie: 54.2221
[64] valid_0's poisson: -94.4106 valid_0's tweedie: 54.1909
[65] valid_0's poisson: -94.5021 valid_0's tweedie: 54.1598
[66] valid_0's poisson: -94.5929 valid_0's tweedie: 54.129
[67] valid_0's poisson: -94.6837 valid_0's tweedie: 54.0981
[68] valid_0's poisson: -94.774 valid_0's tweedie: 54.0675
[69] valid_0's poisson: -94.8631 valid_0's tweedie: 54.0372
[70] valid_0's poisson: -94.952 valid_0's tweedie: 54.007
[71] valid_0's poisson: -95.0406 valid_0's tweedie: 53.9769
[72] valid_0's poisson: -95.128 valid_0's tweedie: 53.9472
[73] valid_0's poisson: -95.2148 valid_0's tweedie: 53.9177
[74] valid_0's poisson: -95.3013 valid_0's tweedie: 53.8883
[75] valid_0's poisson: -95.3874 valid_0's tweedie: 53.859
[76] valid_0's poisson: -95.4728 valid_0's tweedie: 53.83
[77] valid_0's poisson: -95.5575 valid_0's tweedie: 53.8012
[78] valid_0's poisson: -95.6418 valid_0's tweedie: 53.7725
[79] valid_0's poisson: -95.7251 valid_0's tweedie: 53.7442
[80] valid_0's poisson: -95.8086 valid_0's tweedie: 53.7158
[81] valid_0's poisson: -95.8916 valid_0's tweedie: 53.6875
[82] valid_0's poisson: -95.973 valid_0's tweedie: 53.6597
[83] valid_0's poisson: -96.0539 valid_0's tweedie: 53.6322
[84] valid_0's poisson: -96.1341 valid_0's tweedie: 53.6048
[85] valid_0's poisson: -96.2152 valid_0's tweedie: 53.5772
[86] valid_0's poisson: -96.2945 valid_0's tweedie: 53.5502
[87] valid_0's poisson: -96.3732 valid_0's tweedie: 53.5233
[88] valid_0's poisson: -96.4523 valid_0's tweedie: 53.4964
[89] valid_0's poisson: -96.53 valid_0's tweedie: 53.4698
[90] valid_0's poisson: -96.6076 valid_0's tweedie: 53.4434
[91] valid_0's poisson: -96.6841 valid_0's tweedie: 53.4173
[92] valid_0's poisson: -96.7615 valid_0's tweedie: 53.3909
[93] valid_0's poisson: -96.8376 valid_0's tweedie: 53.3648
[94] valid_0's poisson: -96.913 valid_0's tweedie: 53.3391
[95] valid_0's poisson: -96.988 valid_0's tweedie: 53.3135
[96] valid_0's poisson: -97.0634 valid_0's tweedie: 53.2878
[97] valid_0's poisson: -97.1377 valid_0's tweedie: 53.2624
[98] valid_0's poisson: -97.211 valid_0's tweedie: 53.2374
[99] valid_0's poisson: -97.2849 valid_0's tweedie: 53.2121
[100] valid_0's poisson: -97.3576 valid_0's tweedie: 53.1873
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3005 valid_0's tweedie: 56.6087
[2] valid_0's poisson: -87.4365 valid_0's tweedie: 56.5623
[3] valid_0's poisson: -87.5716 valid_0's tweedie: 56.5163
[4] valid_0's poisson: -87.7064 valid_0's tweedie: 56.4704
[5] valid_0's poisson: -87.8397 valid_0's tweedie: 56.425
[6] valid_0's poisson: -87.9728 valid_0's tweedie: 56.3797
[7] valid_0's poisson: -88.1045 valid_0's tweedie: 56.3349
[8] valid_0's poisson: -88.2359 valid_0's tweedie: 56.2902
[9] valid_0's poisson: -88.3659 valid_0's tweedie: 56.2459
[10] valid_0's poisson: -88.4956 valid_0's tweedie: 56.2018
[11] valid_0's poisson: -88.624 valid_0's tweedie: 56.1582
[12] valid_0's poisson: -88.7518 valid_0's tweedie: 56.1147
[13] valid_0's poisson: -88.8791 valid_0's tweedie: 56.0714
[14] valid_0's poisson: -89.005 valid_0's tweedie: 56.0286
[15] valid_0's poisson: -89.1304 valid_0's tweedie: 55.986
[16] valid_0's poisson: -89.2553 valid_0's tweedie: 55.9436
[17] valid_0's poisson: -89.3791 valid_0's tweedie: 55.9015
[18] valid_0's poisson: -89.5018 valid_0's tweedie: 55.8598
[19] valid_0's poisson: -89.6243 valid_0's tweedie: 55.8182
[20] valid_0's poisson: -89.7455 valid_0's tweedie: 55.7771
[21] valid_0's poisson: -89.8657 valid_0's tweedie: 55.7363
[22] valid_0's poisson: -89.9856 valid_0's tweedie: 55.6955
[23] valid_0's poisson: -90.1045 valid_0's tweedie: 55.6552
[24] valid_0's poisson: -90.2224 valid_0's tweedie: 55.6152
[25] valid_0's poisson: -90.3401 valid_0's tweedie: 55.5752
[26] valid_0's poisson: -90.4567 valid_0's tweedie: 55.5357
[27] valid_0's poisson: -90.5723 valid_0's tweedie: 55.4964
[28] valid_0's poisson: -90.6877 valid_0's tweedie: 55.4573
[29] valid_0's poisson: -90.8021 valid_0's tweedie: 55.4185
[30] valid_0's poisson: -90.9161 valid_0's tweedie: 55.3798
[31] valid_0's poisson: -91.0293 valid_0's tweedie: 55.3414
[32] valid_0's poisson: -91.1417 valid_0's tweedie: 55.3033
[33] valid_0's poisson: -91.2532 valid_0's tweedie: 55.2655
[34] valid_0's poisson: -91.364 valid_0's tweedie: 55.2279
[35] valid_0's poisson: -91.4742 valid_0's tweedie: 55.1905
[36] valid_0's poisson: -91.5837 valid_0's tweedie: 55.1534
[37] valid_0's poisson: -91.6925 valid_0's tweedie: 55.1165
[38] valid_0's poisson: -91.801 valid_0's tweedie: 55.0797
[39] valid_0's poisson: -91.9086 valid_0's tweedie: 55.0432
[40] valid_0's poisson: -92.0154 valid_0's tweedie: 55.007
[41] valid_0's poisson: -92.1218 valid_0's tweedie: 54.971
[42] valid_0's poisson: -92.2278 valid_0's tweedie: 54.935
[43] valid_0's poisson: -92.3328 valid_0's tweedie: 54.8994
[44] valid_0's poisson: -92.4367 valid_0's tweedie: 54.8642
[45] valid_0's poisson: -92.5404 valid_0's tweedie: 54.8291
[46] valid_0's poisson: -92.6437 valid_0's tweedie: 54.7941
[47] valid_0's poisson: -92.7455 valid_0's tweedie: 54.7596
[48] valid_0's poisson: -92.8471 valid_0's tweedie: 54.7251
[49] valid_0's poisson: -92.948 valid_0's tweedie: 54.6909
[50] valid_0's poisson: -93.048 valid_0's tweedie: 54.657
[51] valid_0's poisson: -93.1481 valid_0's tweedie: 54.6231
[52] valid_0's poisson: -93.2469 valid_0's tweedie: 54.5896
[53] valid_0's poisson: -93.3449 valid_0's tweedie: 54.5564
[54] valid_0's poisson: -93.4427 valid_0's tweedie: 54.5233
[55] valid_0's poisson: -93.5401 valid_0's tweedie: 54.4902
[56] valid_0's poisson: -93.6365 valid_0's tweedie: 54.4575
[57] valid_0's poisson: -93.7326 valid_0's tweedie: 54.425
[58] valid_0's poisson: -93.8278 valid_0's tweedie: 54.3927
[59] valid_0's poisson: -93.9226 valid_0's tweedie: 54.3606
[60] valid_0's poisson: -94.0167 valid_0's tweedie: 54.3286
[61] valid_0's poisson: -94.1104 valid_0's tweedie: 54.2969
[62] valid_0's poisson: -94.2033 valid_0's tweedie: 54.2654
[63] valid_0's poisson: -94.2957 valid_0's tweedie: 54.234
[64] valid_0's poisson: -94.3874 valid_0's tweedie: 54.2029
[65] valid_0's poisson: -94.4787 valid_0's tweedie: 54.172
[66] valid_0's poisson: -94.5693 valid_0's tweedie: 54.1412
[67] valid_0's poisson: -94.6592 valid_0's tweedie: 54.1107
[68] valid_0's poisson: -94.7485 valid_0's tweedie: 54.0804
[69] valid_0's poisson: -94.8375 valid_0's tweedie: 54.0502
[70] valid_0's poisson: -94.9258 valid_0's tweedie: 54.0203
[71] valid_0's poisson: -95.0134 valid_0's tweedie: 53.9905
[72] valid_0's poisson: -95.1004 valid_0's tweedie: 53.961
[73] valid_0's poisson: -95.1869 valid_0's tweedie: 53.9316
[74] valid_0's poisson: -95.2732 valid_0's tweedie: 53.9023
[75] valid_0's poisson: -95.3588 valid_0's tweedie: 53.8732
[76] valid_0's poisson: -95.4435 valid_0's tweedie: 53.8445
[77] valid_0's poisson: -95.5278 valid_0's tweedie: 53.8158
[78] valid_0's poisson: -95.6117 valid_0's tweedie: 53.7873
[79] valid_0's poisson: -95.6956 valid_0's tweedie: 53.7588
[80] valid_0's poisson: -95.7786 valid_0's tweedie: 53.7306
[81] valid_0's poisson: -95.8613 valid_0's tweedie: 53.7024
[82] valid_0's poisson: -95.9434 valid_0's tweedie: 53.6745
[83] valid_0's poisson: -96.0249 valid_0's tweedie: 53.6468
[84] valid_0's poisson: -96.1059 valid_0's tweedie: 53.6193
[85] valid_0's poisson: -96.186 valid_0's tweedie: 53.592
[86] valid_0's poisson: -96.266 valid_0's tweedie: 53.5647
[87] valid_0's poisson: -96.3452 valid_0's tweedie: 53.5378
[88] valid_0's poisson: -96.4243 valid_0's tweedie: 53.5108
[89] valid_0's poisson: -96.5029 valid_0's tweedie: 53.484
[90] valid_0's poisson: -96.5809 valid_0's tweedie: 53.4574
[91] valid_0's poisson: -96.6584 valid_0's tweedie: 53.431
[92] valid_0's poisson: -96.7356 valid_0's tweedie: 53.4046
[93] valid_0's poisson: -96.8122 valid_0's tweedie: 53.3785
[94] valid_0's poisson: -96.8882 valid_0's tweedie: 53.3526
[95] valid_0's poisson: -96.9639 valid_0's tweedie: 53.3267
[96] valid_0's poisson: -97.0389 valid_0's tweedie: 53.3011
[97] valid_0's poisson: -97.1135 valid_0's tweedie: 53.2756
[98] valid_0's poisson: -97.187 valid_0's tweedie: 53.2505
[99] valid_0's poisson: -97.26 valid_0's tweedie: 53.2256
[100] valid_0's poisson: -97.3331 valid_0's tweedie: 53.2006
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=0.1, learning_rate=0.00390625, max_depth=6, tweedie_variance_power=1.3; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3424 valid_0's tweedie: 12.6724
[2] valid_0's poisson: -87.5085 valid_0's tweedie: 12.6629
[3] valid_0's poisson: -87.6722 valid_0's tweedie: 12.6534
[4] valid_0's poisson: -87.8334 valid_0's tweedie: 12.644
[5] valid_0's poisson: -87.9922 valid_0's tweedie: 12.6347
[6] valid_0's poisson: -88.1486 valid_0's tweedie: 12.6254
[7] valid_0's poisson: -88.3028 valid_0's tweedie: 12.6162
[8] valid_0's poisson: -88.4547 valid_0's tweedie: 12.6071
[9] valid_0's poisson: -88.6059 valid_0's tweedie: 12.598
[10] valid_0's poisson: -88.7535 valid_0's tweedie: 12.5891
[11] valid_0's poisson: -88.9006 valid_0's tweedie: 12.5801
[12] valid_0's poisson: -89.0448 valid_0's tweedie: 12.5712
[13] valid_0's poisson: -89.1869 valid_0's tweedie: 12.5625
[14] valid_0's poisson: -89.3272 valid_0's tweedie: 12.5538
[15] valid_0's poisson: -89.4654 valid_0's tweedie: 12.5451
[16] valid_0's poisson: -89.6017 valid_0's tweedie: 12.5365
[17] valid_0's poisson: -89.736 valid_0's tweedie: 12.528
[18] valid_0's poisson: -89.8688 valid_0's tweedie: 12.5196
[19] valid_0's poisson: -90.0001 valid_0's tweedie: 12.5112
[20] valid_0's poisson: -90.1284 valid_0's tweedie: 12.5029
[21] valid_0's poisson: -90.2563 valid_0's tweedie: 12.4947
[22] valid_0's poisson: -90.3811 valid_0's tweedie: 12.4865
[23] valid_0's poisson: -90.5055 valid_0's tweedie: 12.4784
[24] valid_0's poisson: -90.6282 valid_0's tweedie: 12.4703
[25] valid_0's poisson: -90.7491 valid_0's tweedie: 12.4623
[26] valid_0's poisson: -90.8684 valid_0's tweedie: 12.4544
[27] valid_0's poisson: -90.9874 valid_0's tweedie: 12.4464
[28] valid_0's poisson: -91.103 valid_0's tweedie: 12.4387
[29] valid_0's poisson: -91.2182 valid_0's tweedie: 12.4309
[30] valid_0's poisson: -91.3319 valid_0's tweedie: 12.4232
[31] valid_0's poisson: -91.4453 valid_0's tweedie: 12.4155
[32] valid_0's poisson: -91.5556 valid_0's tweedie: 12.4079
[33] valid_0's poisson: -91.6661 valid_0's tweedie: 12.4003
[34] valid_0's poisson: -91.7732 valid_0's tweedie: 12.3929
[35] valid_0's poisson: -91.8798 valid_0's tweedie: 12.3855
[36] valid_0's poisson: -91.9853 valid_0's tweedie: 12.3782
[37] valid_0's poisson: -92.0903 valid_0's tweedie: 12.3708
[38] valid_0's poisson: -92.1925 valid_0's tweedie: 12.3636
[39] valid_0's poisson: -92.2923 valid_0's tweedie: 12.3566
[40] valid_0's poisson: -92.3935 valid_0's tweedie: 12.3494
[41] valid_0's poisson: -92.4919 valid_0's tweedie: 12.3424
[42] valid_0's poisson: -92.5897 valid_0's tweedie: 12.3354
[43] valid_0's poisson: -92.6864 valid_0's tweedie: 12.3284
[44] valid_0's poisson: -92.7827 valid_0's tweedie: 12.3215
[45] valid_0's poisson: -92.8767 valid_0's tweedie: 12.3147
[46] valid_0's poisson: -92.9689 valid_0's tweedie: 12.308
[47] valid_0's poisson: -93.0618 valid_0's tweedie: 12.3012
[48] valid_0's poisson: -93.1524 valid_0's tweedie: 12.2946
[49] valid_0's poisson: -93.2421 valid_0's tweedie: 12.2879
[50] valid_0's poisson: -93.3309 valid_0's tweedie: 12.2814
[51] valid_0's poisson: -93.4183 valid_0's tweedie: 12.2749
[52] valid_0's poisson: -93.5043 valid_0's tweedie: 12.2685
[53] valid_0's poisson: -93.591 valid_0's tweedie: 12.2621
[54] valid_0's poisson: -93.6748 valid_0's tweedie: 12.2557
[55] valid_0's poisson: -93.7591 valid_0's tweedie: 12.2494
[56] valid_0's poisson: -93.8414 valid_0's tweedie: 12.2432
[57] valid_0's poisson: -93.9235 valid_0's tweedie: 12.237
[58] valid_0's poisson: -94.0043 valid_0's tweedie: 12.2308
[59] valid_0's poisson: -94.0835 valid_0's tweedie: 12.2248
[60] valid_0's poisson: -94.1628 valid_0's tweedie: 12.2187
[61] valid_0's poisson: -94.2409 valid_0's tweedie: 12.2127
[62] valid_0's poisson: -94.3187 valid_0's tweedie: 12.2067
[63] valid_0's poisson: -94.3947 valid_0's tweedie: 12.2008
[64] valid_0's poisson: -94.4705 valid_0's tweedie: 12.1949
[65] valid_0's poisson: -94.5459 valid_0's tweedie: 12.1891
[66] valid_0's poisson: -94.6184 valid_0's tweedie: 12.1834
[67] valid_0's poisson: -94.6924 valid_0's tweedie: 12.1776
[68] valid_0's poisson: -94.7643 valid_0's tweedie: 12.172
[69] valid_0's poisson: -94.8367 valid_0's tweedie: 12.1663
[70] valid_0's poisson: -94.9075 valid_0's tweedie: 12.1607
[71] valid_0's poisson: -94.9772 valid_0's tweedie: 12.1552
[72] valid_0's poisson: -95.0477 valid_0's tweedie: 12.1496
[73] valid_0's poisson: -95.1156 valid_0's tweedie: 12.1442
[74] valid_0's poisson: -95.1835 valid_0's tweedie: 12.1388
[75] valid_0's poisson: -95.2506 valid_0's tweedie: 12.1334
[76] valid_0's poisson: -95.3216 valid_0's tweedie: 12.1276
[77] valid_0's poisson: -95.3884 valid_0's tweedie: 12.1223
[78] valid_0's poisson: -95.4579 valid_0's tweedie: 12.1166
[79] valid_0's poisson: -95.5264 valid_0's tweedie: 12.1109
[80] valid_0's poisson: -95.5912 valid_0's tweedie: 12.1057
[81] valid_0's poisson: -95.6584 valid_0's tweedie: 12.1002
[82] valid_0's poisson: -95.7217 valid_0's tweedie: 12.0951
[83] valid_0's poisson: -95.7877 valid_0's tweedie: 12.0895
[84] valid_0's poisson: -95.8529 valid_0's tweedie: 12.084
[85] valid_0's poisson: -95.9147 valid_0's tweedie: 12.079
[86] valid_0's poisson: -95.9784 valid_0's tweedie: 12.0736
[87] valid_0's poisson: -96.0423 valid_0's tweedie: 12.0682
[88] valid_0's poisson: -96.102 valid_0's tweedie: 12.0634
[89] valid_0's poisson: -96.1646 valid_0's tweedie: 12.0581
[90] valid_0's poisson: -96.2239 valid_0's tweedie: 12.0532
[91] valid_0's poisson: -96.2845 valid_0's tweedie: 12.048
[92] valid_0's poisson: -96.3451 valid_0's tweedie: 12.0429
[93] valid_0's poisson: -96.4018 valid_0's tweedie: 12.0382
[94] valid_0's poisson: -96.4606 valid_0's tweedie: 12.0331
[95] valid_0's poisson: -96.5173 valid_0's tweedie: 12.0284
[96] valid_0's poisson: -96.5754 valid_0's tweedie: 12.0234
[97] valid_0's poisson: -96.6304 valid_0's tweedie: 12.0188
[98] valid_0's poisson: -96.6872 valid_0's tweedie: 12.0139
[99] valid_0's poisson: -96.7436 valid_0's tweedie: 12.009
[100] valid_0's poisson: -96.7977 valid_0's tweedie: 12.0045
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3437 valid_0's tweedie: 12.6723
[2] valid_0's poisson: -87.5108 valid_0's tweedie: 12.6627
[3] valid_0's poisson: -87.6756 valid_0's tweedie: 12.6532
[4] valid_0's poisson: -87.8379 valid_0's tweedie: 12.6437
[5] valid_0's poisson: -87.9979 valid_0's tweedie: 12.6343
[6] valid_0's poisson: -88.1555 valid_0's tweedie: 12.625
[7] valid_0's poisson: -88.3112 valid_0's tweedie: 12.6158
[8] valid_0's poisson: -88.4643 valid_0's tweedie: 12.6066
[9] valid_0's poisson: -88.6153 valid_0's tweedie: 12.5975
[10] valid_0's poisson: -88.7646 valid_0's tweedie: 12.5885
[11] valid_0's poisson: -88.9114 valid_0's tweedie: 12.5795
[12] valid_0's poisson: -89.0559 valid_0's tweedie: 12.5706
[13] valid_0's poisson: -89.1986 valid_0's tweedie: 12.5618
[14] valid_0's poisson: -89.3397 valid_0's tweedie: 12.5531
[15] valid_0's poisson: -89.4785 valid_0's tweedie: 12.5444
[16] valid_0's poisson: -89.6151 valid_0's tweedie: 12.5358
[17] valid_0's poisson: -89.75 valid_0's tweedie: 12.5273
[18] valid_0's poisson: -89.8836 valid_0's tweedie: 12.5188
[19] valid_0's poisson: -90.0148 valid_0's tweedie: 12.5104
[20] valid_0's poisson: -90.144 valid_0's tweedie: 12.5021
[21] valid_0's poisson: -90.2724 valid_0's tweedie: 12.4938
[22] valid_0's poisson: -90.3982 valid_0's tweedie: 12.4856
[23] valid_0's poisson: -90.523 valid_0's tweedie: 12.4774
[24] valid_0's poisson: -90.6461 valid_0's tweedie: 12.4693
[25] valid_0's poisson: -90.7669 valid_0's tweedie: 12.4613
[26] valid_0's poisson: -90.8868 valid_0's tweedie: 12.4534
[27] valid_0's poisson: -91.005 valid_0's tweedie: 12.4455
[28] valid_0's poisson: -91.1212 valid_0's tweedie: 12.4376
[29] valid_0's poisson: -91.2357 valid_0's tweedie: 12.4299
[30] valid_0's poisson: -91.3493 valid_0's tweedie: 12.4222
[31] valid_0's poisson: -91.4615 valid_0's tweedie: 12.4146
[32] valid_0's poisson: -91.5713 valid_0's tweedie: 12.407
[33] valid_0's poisson: -91.6807 valid_0's tweedie: 12.3995
[34] valid_0's poisson: -91.7883 valid_0's tweedie: 12.3921
[35] valid_0's poisson: -91.8939 valid_0's tweedie: 12.3847
[36] valid_0's poisson: -91.9987 valid_0's tweedie: 12.3774
[37] valid_0's poisson: -92.1035 valid_0's tweedie: 12.37
[38] valid_0's poisson: -92.2054 valid_0's tweedie: 12.3629
[39] valid_0's poisson: -92.3071 valid_0's tweedie: 12.3557
[40] valid_0's poisson: -92.4067 valid_0's tweedie: 12.3486
[41] valid_0's poisson: -92.5051 valid_0's tweedie: 12.3415
[42] valid_0's poisson: -92.6033 valid_0's tweedie: 12.3345
[43] valid_0's poisson: -92.6997 valid_0's tweedie: 12.3276
[44] valid_0's poisson: -92.7947 valid_0's tweedie: 12.3207
[45] valid_0's poisson: -92.8893 valid_0's tweedie: 12.3138
[46] valid_0's poisson: -92.9819 valid_0's tweedie: 12.3071
[47] valid_0's poisson: -93.0744 valid_0's tweedie: 12.3003
[48] valid_0's poisson: -93.1648 valid_0's tweedie: 12.2937
[49] valid_0's poisson: -93.2538 valid_0's tweedie: 12.2871
[50] valid_0's poisson: -93.3435 valid_0's tweedie: 12.2805
[51] valid_0's poisson: -93.4321 valid_0's tweedie: 12.2739
[52] valid_0's poisson: -93.5202 valid_0's tweedie: 12.2673
[53] valid_0's poisson: -93.6066 valid_0's tweedie: 12.2609
[54] valid_0's poisson: -93.6914 valid_0's tweedie: 12.2546
[55] valid_0's poisson: -93.7752 valid_0's tweedie: 12.2482
[56] valid_0's poisson: -93.8586 valid_0's tweedie: 12.2419
[57] valid_0's poisson: -93.9405 valid_0's tweedie: 12.2357
[58] valid_0's poisson: -94.0223 valid_0's tweedie: 12.2296
[59] valid_0's poisson: -94.1017 valid_0's tweedie: 12.2235
[60] valid_0's poisson: -94.1814 valid_0's tweedie: 12.2174
[61] valid_0's poisson: -94.2602 valid_0's tweedie: 12.2113
[62] valid_0's poisson: -94.3376 valid_0's tweedie: 12.2054
[63] valid_0's poisson: -94.4145 valid_0's tweedie: 12.1994
[64] valid_0's poisson: -94.4908 valid_0's tweedie: 12.1935
[65] valid_0's poisson: -94.566 valid_0's tweedie: 12.1877
[66] valid_0's poisson: -94.6407 valid_0's tweedie: 12.1819
[67] valid_0's poisson: -94.7142 valid_0's tweedie: 12.1761
[68] valid_0's poisson: -94.7866 valid_0's tweedie: 12.1704
[69] valid_0's poisson: -94.8589 valid_0's tweedie: 12.1648
[70] valid_0's poisson: -94.9305 valid_0's tweedie: 12.1591
[71] valid_0's poisson: -95.0007 valid_0's tweedie: 12.1536
[72] valid_0's poisson: -95.0703 valid_0's tweedie: 12.148
[73] valid_0's poisson: -95.1393 valid_0's tweedie: 12.1425
[74] valid_0's poisson: -95.208 valid_0's tweedie: 12.1371
[75] valid_0's poisson: -95.2757 valid_0's tweedie: 12.1317
[76] valid_0's poisson: -95.3479 valid_0's tweedie: 12.1258
[77] valid_0's poisson: -95.4193 valid_0's tweedie: 12.1199
[78] valid_0's poisson: -95.485 valid_0's tweedie: 12.1146
[79] valid_0's poisson: -95.5547 valid_0's tweedie: 12.1088
[80] valid_0's poisson: -95.6193 valid_0's tweedie: 12.1036
[81] valid_0's poisson: -95.687 valid_0's tweedie: 12.098
[82] valid_0's poisson: -95.7541 valid_0's tweedie: 12.0924
[83] valid_0's poisson: -95.8167 valid_0's tweedie: 12.0874
[84] valid_0's poisson: -95.8829 valid_0's tweedie: 12.0818
[85] valid_0's poisson: -95.9444 valid_0's tweedie: 12.0768
[86] valid_0's poisson: -96.0095 valid_0's tweedie: 12.0713
[87] valid_0's poisson: -96.0733 valid_0's tweedie: 12.0659
[88] valid_0's poisson: -96.1331 valid_0's tweedie: 12.061
[89] valid_0's poisson: -96.1963 valid_0's tweedie: 12.0556
[90] valid_0's poisson: -96.2549 valid_0's tweedie: 12.0508
[91] valid_0's poisson: -96.3162 valid_0's tweedie: 12.0455
[92] valid_0's poisson: -96.3739 valid_0's tweedie: 12.0407
[93] valid_0's poisson: -96.4345 valid_0's tweedie: 12.0356
[94] valid_0's poisson: -96.4945 valid_0's tweedie: 12.0304
[95] valid_0's poisson: -96.5505 valid_0's tweedie: 12.0258
[96] valid_0's poisson: -96.6087 valid_0's tweedie: 12.0207
[97] valid_0's poisson: -96.6636 valid_0's tweedie: 12.0161
[98] valid_0's poisson: -96.7208 valid_0's tweedie: 12.011
[99] valid_0's poisson: -96.7778 valid_0's tweedie: 12.0061
[100] valid_0's poisson: -96.8314 valid_0's tweedie: 12.0016
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3384 valid_0's tweedie: 12.6727
[2] valid_0's poisson: -87.5046 valid_0's tweedie: 12.6631
[3] valid_0's poisson: -87.6683 valid_0's tweedie: 12.6537
[4] valid_0's poisson: -87.8298 valid_0's tweedie: 12.6443
[5] valid_0's poisson: -87.9888 valid_0's tweedie: 12.6349
[6] valid_0's poisson: -88.1456 valid_0's tweedie: 12.6257
[7] valid_0's poisson: -88.3 valid_0's tweedie: 12.6165
[8] valid_0's poisson: -88.4523 valid_0's tweedie: 12.6074
[9] valid_0's poisson: -88.6023 valid_0's tweedie: 12.5984
[10] valid_0's poisson: -88.7502 valid_0's tweedie: 12.5895
[11] valid_0's poisson: -88.8959 valid_0's tweedie: 12.5806
[12] valid_0's poisson: -89.0405 valid_0's tweedie: 12.5717
[13] valid_0's poisson: -89.1819 valid_0's tweedie: 12.563
[14] valid_0's poisson: -89.3224 valid_0's tweedie: 12.5543
[15] valid_0's poisson: -89.4602 valid_0's tweedie: 12.5457
[16] valid_0's poisson: -89.5968 valid_0's tweedie: 12.5371
[17] valid_0's poisson: -89.7312 valid_0's tweedie: 12.5286
[18] valid_0's poisson: -89.8634 valid_0's tweedie: 12.5203
[19] valid_0's poisson: -89.9944 valid_0's tweedie: 12.5119
[20] valid_0's poisson: -90.123 valid_0's tweedie: 12.5036
[21] valid_0's poisson: -90.251 valid_0's tweedie: 12.4954
[22] valid_0's poisson: -90.3766 valid_0's tweedie: 12.4872
[23] valid_0's poisson: -90.5006 valid_0's tweedie: 12.4791
[24] valid_0's poisson: -90.6221 valid_0's tweedie: 12.4711
[25] valid_0's poisson: -90.7434 valid_0's tweedie: 12.4631
[26] valid_0's poisson: -90.8623 valid_0's tweedie: 12.4552
[27] valid_0's poisson: -90.9799 valid_0's tweedie: 12.4474
[28] valid_0's poisson: -91.0977 valid_0's tweedie: 12.4395
[29] valid_0's poisson: -91.2116 valid_0's tweedie: 12.4318
[30] valid_0's poisson: -91.3259 valid_0's tweedie: 12.4241
[31] valid_0's poisson: -91.4373 valid_0's tweedie: 12.4165
[32] valid_0's poisson: -91.5473 valid_0's tweedie: 12.409
[33] valid_0's poisson: -91.6577 valid_0's tweedie: 12.4014
[34] valid_0's poisson: -91.7644 valid_0's tweedie: 12.394
[35] valid_0's poisson: -91.8707 valid_0's tweedie: 12.3867
[36] valid_0's poisson: -91.9764 valid_0's tweedie: 12.3793
[37] valid_0's poisson: -92.08 valid_0's tweedie: 12.3721
[38] valid_0's poisson: -92.1819 valid_0's tweedie: 12.3649
[39] valid_0's poisson: -92.2836 valid_0's tweedie: 12.3577
[40] valid_0's poisson: -92.3834 valid_0's tweedie: 12.3506
[41] valid_0's poisson: -92.4831 valid_0's tweedie: 12.3435
[42] valid_0's poisson: -92.5795 valid_0's tweedie: 12.3366
[43] valid_0's poisson: -92.6751 valid_0's tweedie: 12.3297
[44] valid_0's poisson: -92.7703 valid_0's tweedie: 12.3229
[45] valid_0's poisson: -92.8652 valid_0's tweedie: 12.316
[46] valid_0's poisson: -92.9576 valid_0's tweedie: 12.3093
[47] valid_0's poisson: -93.0501 valid_0's tweedie: 12.3025
[48] valid_0's poisson: -93.1396 valid_0's tweedie: 12.2959
[49] valid_0's poisson: -93.2286 valid_0's tweedie: 12.2894
[50] valid_0's poisson: -93.3178 valid_0's tweedie: 12.2828
[51] valid_0's poisson: -93.4053 valid_0's tweedie: 12.2763
[52] valid_0's poisson: -93.4924 valid_0's tweedie: 12.2698
[53] valid_0's poisson: -93.5784 valid_0's tweedie: 12.2634
[54] valid_0's poisson: -93.6644 valid_0's tweedie: 12.257
[55] valid_0's poisson: -93.7486 valid_0's tweedie: 12.2507
[56] valid_0's poisson: -93.8321 valid_0's tweedie: 12.2444
[57] valid_0's poisson: -93.9135 valid_0's tweedie: 12.2383
[58] valid_0's poisson: -93.9948 valid_0's tweedie: 12.232
[59] valid_0's poisson: -94.0753 valid_0's tweedie: 12.2259
[60] valid_0's poisson: -94.1541 valid_0's tweedie: 12.2199
[61] valid_0's poisson: -94.2324 valid_0's tweedie: 12.2139
[62] valid_0's poisson: -94.3097 valid_0's tweedie: 12.208
[63] valid_0's poisson: -94.3867 valid_0's tweedie: 12.2021
[64] valid_0's poisson: -94.4628 valid_0's tweedie: 12.1962
[65] valid_0's poisson: -94.5376 valid_0's tweedie: 12.1904
[66] valid_0's poisson: -94.6125 valid_0's tweedie: 12.1846
[67] valid_0's poisson: -94.6863 valid_0's tweedie: 12.1788
[68] valid_0's poisson: -94.7591 valid_0's tweedie: 12.1731
[69] valid_0's poisson: -94.8312 valid_0's tweedie: 12.1674
[70] valid_0's poisson: -94.903 valid_0's tweedie: 12.1618
[71] valid_0's poisson: -94.9724 valid_0's tweedie: 12.1563
[72] valid_0's poisson: -95.0418 valid_0's tweedie: 12.1508
[73] valid_0's poisson: -95.1116 valid_0's tweedie: 12.1453
[74] valid_0's poisson: -95.1793 valid_0's tweedie: 12.1399
[75] valid_0's poisson: -95.247 valid_0's tweedie: 12.1345
[76] valid_0's poisson: -95.319 valid_0's tweedie: 12.1287
[77] valid_0's poisson: -95.3854 valid_0's tweedie: 12.1234
[78] valid_0's poisson: -95.4558 valid_0's tweedie: 12.1176
[79] valid_0's poisson: -95.5212 valid_0's tweedie: 12.1124
[80] valid_0's poisson: -95.5901 valid_0's tweedie: 12.1067
[81] valid_0's poisson: -95.6581 valid_0's tweedie: 12.1011
[82] valid_0's poisson: -95.7213 valid_0's tweedie: 12.096
[83] valid_0's poisson: -95.7879 valid_0's tweedie: 12.0904
[84] valid_0's poisson: -95.8499 valid_0's tweedie: 12.0854
[85] valid_0's poisson: -95.9154 valid_0's tweedie: 12.0799
[86] valid_0's poisson: -95.9765 valid_0's tweedie: 12.0749
[87] valid_0's poisson: -96.0403 valid_0's tweedie: 12.0696
[88] valid_0's poisson: -96.1043 valid_0's tweedie: 12.0642
[89] valid_0's poisson: -96.1633 valid_0's tweedie: 12.0593
[90] valid_0's poisson: -96.2253 valid_0's tweedie: 12.0541
[91] valid_0's poisson: -96.2847 valid_0's tweedie: 12.0493
[92] valid_0's poisson: -96.3461 valid_0's tweedie: 12.044
[93] valid_0's poisson: -96.4069 valid_0's tweedie: 12.0389
[94] valid_0's poisson: -96.4635 valid_0's tweedie: 12.0342
[95] valid_0's poisson: -96.5221 valid_0's tweedie: 12.0291
[96] valid_0's poisson: -96.5777 valid_0's tweedie: 12.0245
[97] valid_0's poisson: -96.6361 valid_0's tweedie: 12.0195
[98] valid_0's poisson: -96.6913 valid_0's tweedie: 12.0149
[99] valid_0's poisson: -96.7482 valid_0's tweedie: 12.0099
[100] valid_0's poisson: -96.8049 valid_0's tweedie: 12.005
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3457 valid_0's tweedie: 12.6722
[2] valid_0's poisson: -87.5128 valid_0's tweedie: 12.6626
[3] valid_0's poisson: -87.6774 valid_0's tweedie: 12.653
[4] valid_0's poisson: -87.8396 valid_0's tweedie: 12.6436
[5] valid_0's poisson: -87.9997 valid_0's tweedie: 12.6342
[6] valid_0's poisson: -88.1572 valid_0's tweedie: 12.6248
[7] valid_0's poisson: -88.3127 valid_0's tweedie: 12.6156
[8] valid_0's poisson: -88.4656 valid_0's tweedie: 12.6064
[9] valid_0's poisson: -88.6166 valid_0's tweedie: 12.5973
[10] valid_0's poisson: -88.7651 valid_0's tweedie: 12.5882
[11] valid_0's poisson: -88.9112 valid_0's tweedie: 12.5793
[12] valid_0's poisson: -89.0555 valid_0's tweedie: 12.5704
[13] valid_0's poisson: -89.1975 valid_0's tweedie: 12.5617
[14] valid_0's poisson: -89.3378 valid_0's tweedie: 12.5529
[15] valid_0's poisson: -89.4761 valid_0's tweedie: 12.5442
[16] valid_0's poisson: -89.6123 valid_0's tweedie: 12.5357
[17] valid_0's poisson: -89.7468 valid_0's tweedie: 12.5271
[18] valid_0's poisson: -89.8792 valid_0's tweedie: 12.5187
[19] valid_0's poisson: -90.01 valid_0's tweedie: 12.5103
[20] valid_0's poisson: -90.1388 valid_0's tweedie: 12.502
[21] valid_0's poisson: -90.2661 valid_0's tweedie: 12.4937
[22] valid_0's poisson: -90.3914 valid_0's tweedie: 12.4855
[23] valid_0's poisson: -90.5156 valid_0's tweedie: 12.4774
[24] valid_0's poisson: -90.6385 valid_0's tweedie: 12.4693
[25] valid_0's poisson: -90.7589 valid_0's tweedie: 12.4613
[26] valid_0's poisson: -90.8781 valid_0's tweedie: 12.4534
[27] valid_0's poisson: -90.9965 valid_0's tweedie: 12.4454
[28] valid_0's poisson: -91.1121 valid_0's tweedie: 12.4376
[29] valid_0's poisson: -91.2262 valid_0's tweedie: 12.4299
[30] valid_0's poisson: -91.3393 valid_0's tweedie: 12.4222
[31] valid_0's poisson: -91.4516 valid_0's tweedie: 12.4145
[32] valid_0's poisson: -91.5613 valid_0's tweedie: 12.407
[33] valid_0's poisson: -91.67 valid_0's tweedie: 12.3995
[34] valid_0's poisson: -91.7777 valid_0's tweedie: 12.392
[35] valid_0's poisson: -91.8835 valid_0's tweedie: 12.3846
[36] valid_0's poisson: -91.9885 valid_0's tweedie: 12.3773
[37] valid_0's poisson: -92.0916 valid_0's tweedie: 12.37
[38] valid_0's poisson: -92.1931 valid_0's tweedie: 12.3628
[39] valid_0's poisson: -92.2941 valid_0's tweedie: 12.3557
[40] valid_0's poisson: -92.3938 valid_0's tweedie: 12.3485
[41] valid_0's poisson: -92.4915 valid_0's tweedie: 12.3415
[42] valid_0's poisson: -92.5905 valid_0's tweedie: 12.3344
[43] valid_0's poisson: -92.6865 valid_0's tweedie: 12.3275
[44] valid_0's poisson: -92.7819 valid_0's tweedie: 12.3206
[45] valid_0's poisson: -92.8761 valid_0's tweedie: 12.3138
[46] valid_0's poisson: -92.9688 valid_0's tweedie: 12.307
[47] valid_0's poisson: -93.0611 valid_0's tweedie: 12.3002
[48] valid_0's poisson: -93.1527 valid_0's tweedie: 12.2935
[49] valid_0's poisson: -93.2421 valid_0's tweedie: 12.2869
[50] valid_0's poisson: -93.3305 valid_0's tweedie: 12.2803
[51] valid_0's poisson: -93.419 valid_0's tweedie: 12.2737
[52] valid_0's poisson: -93.505 valid_0's tweedie: 12.2673
[53] valid_0's poisson: -93.5909 valid_0's tweedie: 12.2609
[54] valid_0's poisson: -93.6759 valid_0's tweedie: 12.2545
[55] valid_0's poisson: -93.7591 valid_0's tweedie: 12.2482
[56] valid_0's poisson: -93.842 valid_0's tweedie: 12.2419
[57] valid_0's poisson: -93.9248 valid_0's tweedie: 12.2356
[58] valid_0's poisson: -94.0058 valid_0's tweedie: 12.2295
[59] valid_0's poisson: -94.0861 valid_0's tweedie: 12.2234
[60] valid_0's poisson: -94.1652 valid_0's tweedie: 12.2174
[61] valid_0's poisson: -94.2437 valid_0's tweedie: 12.2113
[62] valid_0's poisson: -94.3221 valid_0's tweedie: 12.2053
[63] valid_0's poisson: -94.3986 valid_0's tweedie: 12.1994
[64] valid_0's poisson: -94.4747 valid_0's tweedie: 12.1935
[65] valid_0's poisson: -94.55 valid_0's tweedie: 12.1876
[66] valid_0's poisson: -94.6246 valid_0's tweedie: 12.1819
[67] valid_0's poisson: -94.6981 valid_0's tweedie: 12.1761
[68] valid_0's poisson: -94.7704 valid_0's tweedie: 12.1704
[69] valid_0's poisson: -94.8431 valid_0's tweedie: 12.1648
[70] valid_0's poisson: -94.9141 valid_0's tweedie: 12.1592
[71] valid_0's poisson: -94.9843 valid_0's tweedie: 12.1536
[72] valid_0's poisson: -95.0549 valid_0's tweedie: 12.1481
[73] valid_0's poisson: -95.1289 valid_0's tweedie: 12.1421
[74] valid_0's poisson: -95.198 valid_0's tweedie: 12.1367
[75] valid_0's poisson: -95.2704 valid_0's tweedie: 12.1308
[76] valid_0's poisson: -95.3418 valid_0's tweedie: 12.1249
[77] valid_0's poisson: -95.4087 valid_0's tweedie: 12.1196
[78] valid_0's poisson: -95.4787 valid_0's tweedie: 12.1138
[79] valid_0's poisson: -95.5439 valid_0's tweedie: 12.1086
[80] valid_0's poisson: -95.6123 valid_0's tweedie: 12.1029
[81] valid_0's poisson: -95.6766 valid_0's tweedie: 12.0977
[82] valid_0's poisson: -95.7436 valid_0's tweedie: 12.0921
[83] valid_0's poisson: -95.8101 valid_0's tweedie: 12.0865
[84] valid_0's poisson: -95.8729 valid_0's tweedie: 12.0815
[85] valid_0's poisson: -95.938 valid_0's tweedie: 12.076
[86] valid_0's poisson: -95.9989 valid_0's tweedie: 12.071
[87] valid_0's poisson: -96.0623 valid_0's tweedie: 12.0656
[88] valid_0's poisson: -96.1263 valid_0's tweedie: 12.0602
[89] valid_0's poisson: -96.1859 valid_0's tweedie: 12.0553
[90] valid_0's poisson: -96.2476 valid_0's tweedie: 12.0501
[91] valid_0's poisson: -96.3062 valid_0's tweedie: 12.0453
[92] valid_0's poisson: -96.3669 valid_0's tweedie: 12.04
[93] valid_0's poisson: -96.4276 valid_0's tweedie: 12.0348
[94] valid_0's poisson: -96.4843 valid_0's tweedie: 12.0301
[95] valid_0's poisson: -96.5438 valid_0's tweedie: 12.025
[96] valid_0's poisson: -96.5999 valid_0's tweedie: 12.0203
[97] valid_0's poisson: -96.6573 valid_0's tweedie: 12.0153
[98] valid_0's poisson: -96.7121 valid_0's tweedie: 12.0107
[99] valid_0's poisson: -96.7686 valid_0's tweedie: 12.0057
[100] valid_0's poisson: -96.8271 valid_0's tweedie: 12.0008
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.3333 valid_0's tweedie: 12.673
[2] valid_0's poisson: -87.5013 valid_0's tweedie: 12.6634
[3] valid_0's poisson: -87.6669 valid_0's tweedie: 12.6538
[4] valid_0's poisson: -87.8291 valid_0's tweedie: 12.6444
[5] valid_0's poisson: -87.9906 valid_0's tweedie: 12.635
[6] valid_0's poisson: -88.1482 valid_0's tweedie: 12.6257
[7] valid_0's poisson: -88.3049 valid_0's tweedie: 12.6164
[8] valid_0's poisson: -88.458 valid_0's tweedie: 12.6073
[9] valid_0's poisson: -88.6104 valid_0's tweedie: 12.5981
[10] valid_0's poisson: -88.7598 valid_0's tweedie: 12.5891
[11] valid_0's poisson: -88.9072 valid_0's tweedie: 12.5802
[12] valid_0's poisson: -89.0524 valid_0's tweedie: 12.5713
[13] valid_0's poisson: -89.1963 valid_0's tweedie: 12.5624
[14] valid_0's poisson: -89.3376 valid_0's tweedie: 12.5537
[15] valid_0's poisson: -89.4762 valid_0's tweedie: 12.545
[16] valid_0's poisson: -89.6141 valid_0's tweedie: 12.5364
[17] valid_0's poisson: -89.7494 valid_0's tweedie: 12.5279
[18] valid_0's poisson: -89.883 valid_0's tweedie: 12.5194
[19] valid_0's poisson: -90.0145 valid_0's tweedie: 12.511
[20] valid_0's poisson: -90.145 valid_0's tweedie: 12.5026
[21] valid_0's poisson: -90.2728 valid_0's tweedie: 12.4944
[22] valid_0's poisson: -90.3998 valid_0's tweedie: 12.4861
[23] valid_0's poisson: -90.5242 valid_0's tweedie: 12.478
[24] valid_0's poisson: -90.6476 valid_0's tweedie: 12.4699
[25] valid_0's poisson: -90.7697 valid_0's tweedie: 12.4619
[26] valid_0's poisson: -90.8894 valid_0's tweedie: 12.4539
[27] valid_0's poisson: -91.0079 valid_0's tweedie: 12.446
[28] valid_0's poisson: -91.1247 valid_0's tweedie: 12.4382
[29] valid_0's poisson: -91.2401 valid_0's tweedie: 12.4305
[30] valid_0's poisson: -91.3544 valid_0's tweedie: 12.4227
[31] valid_0's poisson: -91.4664 valid_0's tweedie: 12.4151
[32] valid_0's poisson: -91.5782 valid_0's tweedie: 12.4075
[33] valid_0's poisson: -91.6877 valid_0's tweedie: 12.3999
[34] valid_0's poisson: -91.7959 valid_0's tweedie: 12.3925
[35] valid_0's poisson: -91.9035 valid_0's tweedie: 12.385
[36] valid_0's poisson: -92.0089 valid_0's tweedie: 12.3777
[37] valid_0's poisson: -92.1141 valid_0's tweedie: 12.3703
[38] valid_0's poisson: -92.2167 valid_0's tweedie: 12.3631
[39] valid_0's poisson: -92.3181 valid_0's tweedie: 12.356
[40] valid_0's poisson: -92.4194 valid_0's tweedie: 12.3488
[41] valid_0's poisson: -92.5181 valid_0's tweedie: 12.3418
[42] valid_0's poisson: -92.6165 valid_0's tweedie: 12.3347
[43] valid_0's poisson: -92.7131 valid_0's tweedie: 12.3278
[44] valid_0's poisson: -92.8081 valid_0's tweedie: 12.3209
[45] valid_0's poisson: -92.9029 valid_0's tweedie: 12.314
[46] valid_0's poisson: -92.996 valid_0's tweedie: 12.3072
[47] valid_0's poisson: -93.0884 valid_0's tweedie: 12.3005
[48] valid_0's poisson: -93.1805 valid_0's tweedie: 12.2938
[49] valid_0's poisson: -93.2709 valid_0's tweedie: 12.2871
[50] valid_0's poisson: -93.3606 valid_0's tweedie: 12.2805
[51] valid_0's poisson: -93.4486 valid_0's tweedie: 12.274
[52] valid_0's poisson: -93.5359 valid_0's tweedie: 12.2675
[53] valid_0's poisson: -93.6219 valid_0's tweedie: 12.2611
[54] valid_0's poisson: -93.7071 valid_0's tweedie: 12.2547
[55] valid_0's poisson: -93.7923 valid_0's tweedie: 12.2484
[56] valid_0's poisson: -93.8752 valid_0's tweedie: 12.2421
[57] valid_0's poisson: -93.9573 valid_0's tweedie: 12.2359
[58] valid_0's poisson: -94.0387 valid_0's tweedie: 12.2297
[59] valid_0's poisson: -94.1196 valid_0's tweedie: 12.2236
[60] valid_0's poisson: -94.1988 valid_0's tweedie: 12.2175
[61] valid_0's poisson: -94.2786 valid_0's tweedie: 12.2114
[62] valid_0's poisson: -94.3561 valid_0's tweedie: 12.2055
[63] valid_0's poisson: -94.4336 valid_0's tweedie: 12.1995
[64] valid_0's poisson: -94.5099 valid_0's tweedie: 12.1936
[65] valid_0's poisson: -94.5848 valid_0's tweedie: 12.1877
[66] valid_0's poisson: -94.6603 valid_0's tweedie: 12.1819
[67] valid_0's poisson: -94.7346 valid_0's tweedie: 12.1761
[68] valid_0's poisson: -94.808 valid_0's tweedie: 12.1704
[69] valid_0's poisson: -94.8799 valid_0's tweedie: 12.1647
[70] valid_0's poisson: -94.9512 valid_0's tweedie: 12.1591
[71] valid_0's poisson: -95.0218 valid_0's tweedie: 12.1535
[72] valid_0's poisson: -95.0924 valid_0's tweedie: 12.1479
[73] valid_0's poisson: -95.162 valid_0's tweedie: 12.1424
[74] valid_0's poisson: -95.2355 valid_0's tweedie: 12.1365
[75] valid_0's poisson: -95.3038 valid_0's tweedie: 12.1311
[76] valid_0's poisson: -95.3757 valid_0's tweedie: 12.1252
[77] valid_0's poisson: -95.4467 valid_0's tweedie: 12.1194
[78] valid_0's poisson: -95.5126 valid_0's tweedie: 12.1142
[79] valid_0's poisson: -95.5821 valid_0's tweedie: 12.1084
[80] valid_0's poisson: -95.647 valid_0's tweedie: 12.1032
[81] valid_0's poisson: -95.715 valid_0's tweedie: 12.0976
[82] valid_0's poisson: -95.7787 valid_0's tweedie: 12.0925
[83] valid_0's poisson: -95.8453 valid_0's tweedie: 12.0869
[84] valid_0's poisson: -95.9114 valid_0's tweedie: 12.0814
[85] valid_0's poisson: -95.9736 valid_0's tweedie: 12.0764
[86] valid_0's poisson: -96.0379 valid_0's tweedie: 12.071
[87] valid_0's poisson: -96.1023 valid_0's tweedie: 12.0655
[88] valid_0's poisson: -96.1628 valid_0's tweedie: 12.0606
[89] valid_0's poisson: -96.2254 valid_0's tweedie: 12.0553
[90] valid_0's poisson: -96.2851 valid_0's tweedie: 12.0504
[91] valid_0's poisson: -96.3471 valid_0's tweedie: 12.0452
[92] valid_0's poisson: -96.4074 valid_0's tweedie: 12.04
[93] valid_0's poisson: -96.4648 valid_0's tweedie: 12.0352
[94] valid_0's poisson: -96.5247 valid_0's tweedie: 12.0301
[95] valid_0's poisson: -96.5812 valid_0's tweedie: 12.0254
[96] valid_0's poisson: -96.639 valid_0's tweedie: 12.0204
[97] valid_0's poisson: -96.6972 valid_0's tweedie: 12.0154
[98] valid_0's poisson: -96.7525 valid_0's tweedie: 12.0108
[99] valid_0's poisson: -96.8093 valid_0's tweedie: 12.0059
[100] valid_0's poisson: -96.8676 valid_0's tweedie: 12.001
[CV] END bagging_fraction=0.5, lambda_l1=0.1, lambda_l2=10, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7999999999999998; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.4358 valid_0's tweedie: 15.8172
[2] valid_0's poisson: -87.6913 valid_0's tweedie: 15.8068
[3] valid_0's poisson: -87.9421 valid_0's tweedie: 15.7964
[4] valid_0's poisson: -88.1865 valid_0's tweedie: 15.7862
[5] valid_0's poisson: -88.425 valid_0's tweedie: 15.7761
[6] valid_0's poisson: -88.6577 valid_0's tweedie: 15.7661
[7] valid_0's poisson: -88.8846 valid_0's tweedie: 15.7562
[8] valid_0's poisson: -89.1054 valid_0's tweedie: 15.7464
[9] valid_0's poisson: -89.3222 valid_0's tweedie: 15.7367
[10] valid_0's poisson: -89.5328 valid_0's tweedie: 15.7272
[11] valid_0's poisson: -89.7396 valid_0's tweedie: 15.7177
[12] valid_0's poisson: -89.9399 valid_0's tweedie: 15.7084
[13] valid_0's poisson: -90.1373 valid_0's tweedie: 15.6991
[14] valid_0's poisson: -90.3293 valid_0's tweedie: 15.69
[15] valid_0's poisson: -90.5173 valid_0's tweedie: 15.6809
[16] valid_0's poisson: -90.7008 valid_0's tweedie: 15.672
[17] valid_0's poisson: -90.8791 valid_0's tweedie: 15.6633
[18] valid_0's poisson: -91.055 valid_0's tweedie: 15.6546
[19] valid_0's poisson: -91.2259 valid_0's tweedie: 15.646
[20] valid_0's poisson: -91.3942 valid_0's tweedie: 15.6375
[21] valid_0's poisson: -91.558 valid_0's tweedie: 15.6291
[22] valid_0's poisson: -91.7226 valid_0's tweedie: 15.6206
[23] valid_0's poisson: -91.8806 valid_0's tweedie: 15.6123
[24] valid_0's poisson: -92.0353 valid_0's tweedie: 15.6042
[25] valid_0's poisson: -92.1904 valid_0's tweedie: 15.596
[26] valid_0's poisson: -92.3389 valid_0's tweedie: 15.588
[27] valid_0's poisson: -92.489 valid_0's tweedie: 15.5799
[28] valid_0's poisson: -92.6313 valid_0's tweedie: 15.5721
[29] valid_0's poisson: -92.7752 valid_0's tweedie: 15.5642
[30] valid_0's poisson: -92.9134 valid_0's tweedie: 15.5565
[31] valid_0's poisson: -93.0478 valid_0's tweedie: 15.5489
[32] valid_0's poisson: -93.184 valid_0's tweedie: 15.5412
[33] valid_0's poisson: -93.3147 valid_0's tweedie: 15.5337
[34] valid_0's poisson: -93.4424 valid_0's tweedie: 15.5263
[35] valid_0's poisson: -93.5708 valid_0's tweedie: 15.5188
[36] valid_0's poisson: -93.6932 valid_0's tweedie: 15.5117
[37] valid_0's poisson: -93.8167 valid_0's tweedie: 15.5044
[38] valid_0's poisson: -93.9352 valid_0's tweedie: 15.4973
[39] valid_0's poisson: -94.0529 valid_0's tweedie: 15.4902
[40] valid_0's poisson: -94.1691 valid_0's tweedie: 15.4832
[41] valid_0's poisson: -94.2825 valid_0's tweedie: 15.4763
[42] valid_0's poisson: -94.3947 valid_0's tweedie: 15.4694
[43] valid_0's poisson: -94.5035 valid_0's tweedie: 15.4628
[44] valid_0's poisson: -94.6125 valid_0's tweedie: 15.456
[45] valid_0's poisson: -94.719 valid_0's tweedie: 15.4494
[46] valid_0's poisson: -94.8247 valid_0's tweedie: 15.4428
[47] valid_0's poisson: -94.9276 valid_0's tweedie: 15.4363
[48] valid_0's poisson: -95.0302 valid_0's tweedie: 15.4298
[49] valid_0's poisson: -95.1303 valid_0's tweedie: 15.4235
[50] valid_0's poisson: -95.2294 valid_0's tweedie: 15.4172
[51] valid_0's poisson: -95.3256 valid_0's tweedie: 15.411
[52] valid_0's poisson: -95.4221 valid_0's tweedie: 15.4048
[53] valid_0's poisson: -95.5161 valid_0's tweedie: 15.3986
[54] valid_0's poisson: -95.6081 valid_0's tweedie: 15.3926
[55] valid_0's poisson: -95.6989 valid_0's tweedie: 15.3868
[56] valid_0's poisson: -95.7877 valid_0's tweedie: 15.3809
[57] valid_0's poisson: -95.8766 valid_0's tweedie: 15.3751
[58] valid_0's poisson: -95.9631 valid_0's tweedie: 15.3694
[59] valid_0's poisson: -96.0492 valid_0's tweedie: 15.3638
[60] valid_0's poisson: -96.1339 valid_0's tweedie: 15.3582
[61] valid_0's poisson: -96.2179 valid_0's tweedie: 15.3525
[62] valid_0's poisson: -96.3009 valid_0's tweedie: 15.3471
[63] valid_0's poisson: -96.3835 valid_0's tweedie: 15.3416
[64] valid_0's poisson: -96.4643 valid_0's tweedie: 15.3362
[65] valid_0's poisson: -96.5442 valid_0's tweedie: 15.3308
[66] valid_0's poisson: -96.6219 valid_0's tweedie: 15.3254
[67] valid_0's poisson: -96.6996 valid_0's tweedie: 15.3202
[68] valid_0's poisson: -96.7763 valid_0's tweedie: 15.315
[69] valid_0's poisson: -96.8523 valid_0's tweedie: 15.3098
[70] valid_0's poisson: -96.9271 valid_0's tweedie: 15.3047
[71] valid_0's poisson: -97.0011 valid_0's tweedie: 15.2996
[72] valid_0's poisson: -97.0735 valid_0's tweedie: 15.2947
[73] valid_0's poisson: -97.1458 valid_0's tweedie: 15.2897
[74] valid_0's poisson: -97.2169 valid_0's tweedie: 15.2848
[75] valid_0's poisson: -97.2876 valid_0's tweedie: 15.2798
[76] valid_0's poisson: -97.3567 valid_0's tweedie: 15.275
[77] valid_0's poisson: -97.4257 valid_0's tweedie: 15.2703
[78] valid_0's poisson: -97.4938 valid_0's tweedie: 15.2655
[79] valid_0's poisson: -97.5607 valid_0's tweedie: 15.2609
[80] valid_0's poisson: -97.6271 valid_0's tweedie: 15.2563
[81] valid_0's poisson: -97.6926 valid_0's tweedie: 15.2517
[82] valid_0's poisson: -97.7576 valid_0's tweedie: 15.2472
[83] valid_0's poisson: -97.8212 valid_0's tweedie: 15.2427
[84] valid_0's poisson: -97.8845 valid_0's tweedie: 15.2383
[85] valid_0's poisson: -97.9474 valid_0's tweedie: 15.2338
[86] valid_0's poisson: -98.0092 valid_0's tweedie: 15.2294
[87] valid_0's poisson: -98.0704 valid_0's tweedie: 15.2251
[88] valid_0's poisson: -98.1305 valid_0's tweedie: 15.2208
[89] valid_0's poisson: -98.1905 valid_0's tweedie: 15.2165
[90] valid_0's poisson: -98.2503 valid_0's tweedie: 15.2122
[91] valid_0's poisson: -98.3085 valid_0's tweedie: 15.2081
[92] valid_0's poisson: -98.3668 valid_0's tweedie: 15.204
[93] valid_0's poisson: -98.425 valid_0's tweedie: 15.1998
[94] valid_0's poisson: -98.4818 valid_0's tweedie: 15.1957
[95] valid_0's poisson: -98.5376 valid_0's tweedie: 15.1917
[96] valid_0's poisson: -98.5936 valid_0's tweedie: 15.1877
[97] valid_0's poisson: -98.6502 valid_0's tweedie: 15.1837
[98] valid_0's poisson: -98.7057 valid_0's tweedie: 15.1797
[99] valid_0's poisson: -98.7611 valid_0's tweedie: 15.1757
[100] valid_0's poisson: -98.8148 valid_0's tweedie: 15.1719
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=5, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.4349 valid_0's tweedie: 15.8172
[2] valid_0's poisson: -87.6923 valid_0's tweedie: 15.8067
[3] valid_0's poisson: -87.9431 valid_0's tweedie: 15.7964
[4] valid_0's poisson: -88.1866 valid_0's tweedie: 15.7862
[5] valid_0's poisson: -88.4239 valid_0's tweedie: 15.7761
[6] valid_0's poisson: -88.6554 valid_0's tweedie: 15.7662
[7] valid_0's poisson: -88.8802 valid_0's tweedie: 15.7564
[8] valid_0's poisson: -89.1 valid_0's tweedie: 15.7467
[9] valid_0's poisson: -89.3142 valid_0's tweedie: 15.7371
[10] valid_0's poisson: -89.5245 valid_0's tweedie: 15.7276
[11] valid_0's poisson: -89.7288 valid_0's tweedie: 15.7182
[12] valid_0's poisson: -89.9312 valid_0's tweedie: 15.7088
[13] valid_0's poisson: -90.1308 valid_0's tweedie: 15.6995
[14] valid_0's poisson: -90.3241 valid_0's tweedie: 15.6903
[15] valid_0's poisson: -90.5148 valid_0's tweedie: 15.6812
[16] valid_0's poisson: -90.6996 valid_0's tweedie: 15.6722
[17] valid_0's poisson: -90.8821 valid_0's tweedie: 15.6632
[18] valid_0's poisson: -91.0589 valid_0's tweedie: 15.6544
[19] valid_0's poisson: -91.2334 valid_0's tweedie: 15.6457
[20] valid_0's poisson: -91.4034 valid_0's tweedie: 15.6371
[21] valid_0's poisson: -91.5709 valid_0's tweedie: 15.6285
[22] valid_0's poisson: -91.7334 valid_0's tweedie: 15.6201
[23] valid_0's poisson: -91.8929 valid_0's tweedie: 15.6117
[24] valid_0's poisson: -92.0507 valid_0's tweedie: 15.6035
[25] valid_0's poisson: -92.2037 valid_0's tweedie: 15.5953
[26] valid_0's poisson: -92.3533 valid_0's tweedie: 15.5873
[27] valid_0's poisson: -92.5031 valid_0's tweedie: 15.5792
[28] valid_0's poisson: -92.6468 valid_0's tweedie: 15.5714
[29] valid_0's poisson: -92.7907 valid_0's tweedie: 15.5635
[30] valid_0's poisson: -92.9292 valid_0's tweedie: 15.5558
[31] valid_0's poisson: -93.0687 valid_0's tweedie: 15.548
[32] valid_0's poisson: -93.2026 valid_0's tweedie: 15.5404
[33] valid_0's poisson: -93.3355 valid_0's tweedie: 15.5329
[34] valid_0's poisson: -93.4649 valid_0's tweedie: 15.5254
[35] valid_0's poisson: -93.5915 valid_0's tweedie: 15.5181
[36] valid_0's poisson: -93.7155 valid_0's tweedie: 15.5109
[37] valid_0's poisson: -93.8401 valid_0's tweedie: 15.5036
[38] valid_0's poisson: -93.9613 valid_0's tweedie: 15.4964
[39] valid_0's poisson: -94.0813 valid_0's tweedie: 15.4893
[40] valid_0's poisson: -94.1986 valid_0's tweedie: 15.4822
[41] valid_0's poisson: -94.3144 valid_0's tweedie: 15.4751
[42] valid_0's poisson: -94.4273 valid_0's tweedie: 15.4682
[43] valid_0's poisson: -94.5373 valid_0's tweedie: 15.4615
[44] valid_0's poisson: -94.6463 valid_0's tweedie: 15.4548
[45] valid_0's poisson: -94.7529 valid_0's tweedie: 15.4482
[46] valid_0's poisson: -94.8586 valid_0's tweedie: 15.4415
[47] valid_0's poisson: -94.9622 valid_0's tweedie: 15.4351
[48] valid_0's poisson: -95.0639 valid_0's tweedie: 15.4287
[49] valid_0's poisson: -95.1637 valid_0's tweedie: 15.4224
[50] valid_0's poisson: -95.262 valid_0's tweedie: 15.4161
[51] valid_0's poisson: -95.3586 valid_0's tweedie: 15.4099
[52] valid_0's poisson: -95.4548 valid_0's tweedie: 15.4038
[53] valid_0's poisson: -95.5487 valid_0's tweedie: 15.3978
[54] valid_0's poisson: -95.6412 valid_0's tweedie: 15.3918
[55] valid_0's poisson: -95.7312 valid_0's tweedie: 15.3859
[56] valid_0's poisson: -95.8209 valid_0's tweedie: 15.3801
[57] valid_0's poisson: -95.9094 valid_0's tweedie: 15.3743
[58] valid_0's poisson: -95.9961 valid_0's tweedie: 15.3686
[59] valid_0's poisson: -96.0829 valid_0's tweedie: 15.3628
[60] valid_0's poisson: -96.1674 valid_0's tweedie: 15.3571
[61] valid_0's poisson: -96.251 valid_0's tweedie: 15.3516
[62] valid_0's poisson: -96.3334 valid_0's tweedie: 15.346
[63] valid_0's poisson: -96.4154 valid_0's tweedie: 15.3404
[64] valid_0's poisson: -96.4969 valid_0's tweedie: 15.3349
[65] valid_0's poisson: -96.5768 valid_0's tweedie: 15.3294
[66] valid_0's poisson: -96.6559 valid_0's tweedie: 15.324
[67] valid_0's poisson: -96.7338 valid_0's tweedie: 15.3186
[68] valid_0's poisson: -96.8104 valid_0's tweedie: 15.3132
[69] valid_0's poisson: -96.8853 valid_0's tweedie: 15.308
[70] valid_0's poisson: -96.9605 valid_0's tweedie: 15.3028
[71] valid_0's poisson: -97.0335 valid_0's tweedie: 15.2977
[72] valid_0's poisson: -97.1056 valid_0's tweedie: 15.2927
[73] valid_0's poisson: -97.1776 valid_0's tweedie: 15.2876
[74] valid_0's poisson: -97.2482 valid_0's tweedie: 15.2826
[75] valid_0's poisson: -97.3183 valid_0's tweedie: 15.2777
[76] valid_0's poisson: -97.387 valid_0's tweedie: 15.2728
[77] valid_0's poisson: -97.4551 valid_0's tweedie: 15.2679
[78] valid_0's poisson: -97.5225 valid_0's tweedie: 15.2631
[79] valid_0's poisson: -97.589 valid_0's tweedie: 15.2584
[80] valid_0's poisson: -97.6546 valid_0's tweedie: 15.2537
[81] valid_0's poisson: -97.721 valid_0's tweedie: 15.249
[82] valid_0's poisson: -97.7864 valid_0's tweedie: 15.2443
[83] valid_0's poisson: -97.8509 valid_0's tweedie: 15.2398
[84] valid_0's poisson: -97.9147 valid_0's tweedie: 15.2352
[85] valid_0's poisson: -97.9787 valid_0's tweedie: 15.2306
[86] valid_0's poisson: -98.0418 valid_0's tweedie: 15.2262
[87] valid_0's poisson: -98.1046 valid_0's tweedie: 15.2217
[88] valid_0's poisson: -98.1667 valid_0's tweedie: 15.2173
[89] valid_0's poisson: -98.2269 valid_0's tweedie: 15.213
[90] valid_0's poisson: -98.2869 valid_0's tweedie: 15.2087
[91] valid_0's poisson: -98.3469 valid_0's tweedie: 15.2044
[92] valid_0's poisson: -98.4056 valid_0's tweedie: 15.2002
[93] valid_0's poisson: -98.4642 valid_0's tweedie: 15.1961
[94] valid_0's poisson: -98.5216 valid_0's tweedie: 15.1919
[95] valid_0's poisson: -98.5786 valid_0's tweedie: 15.1878
[96] valid_0's poisson: -98.6347 valid_0's tweedie: 15.1837
[97] valid_0's poisson: -98.6908 valid_0's tweedie: 15.1798
[98] valid_0's poisson: -98.7458 valid_0's tweedie: 15.1758
[99] valid_0's poisson: -98.8009 valid_0's tweedie: 15.1718
[100] valid_0's poisson: -98.8552 valid_0's tweedie: 15.168
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=5, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.4325 valid_0's tweedie: 15.8173
[2] valid_0's poisson: -87.6884 valid_0's tweedie: 15.8069
[3] valid_0's poisson: -87.9382 valid_0's tweedie: 15.7966
[4] valid_0's poisson: -88.1812 valid_0's tweedie: 15.7865
[5] valid_0's poisson: -88.4189 valid_0's tweedie: 15.7765
[6] valid_0's poisson: -88.6529 valid_0's tweedie: 15.7664
[7] valid_0's poisson: -88.8811 valid_0's tweedie: 15.7565
[8] valid_0's poisson: -89.1038 valid_0's tweedie: 15.7467
[9] valid_0's poisson: -89.3212 valid_0's tweedie: 15.737
[10] valid_0's poisson: -89.5337 valid_0's tweedie: 15.7274
[11] valid_0's poisson: -89.7412 valid_0's tweedie: 15.7179
[12] valid_0's poisson: -89.9448 valid_0's tweedie: 15.7085
[13] valid_0's poisson: -90.1428 valid_0's tweedie: 15.6992
[14] valid_0's poisson: -90.337 valid_0's tweedie: 15.69
[15] valid_0's poisson: -90.5256 valid_0's tweedie: 15.6809
[16] valid_0's poisson: -90.7108 valid_0's tweedie: 15.6719
[17] valid_0's poisson: -90.8922 valid_0's tweedie: 15.663
[18] valid_0's poisson: -91.0688 valid_0's tweedie: 15.6542
[19] valid_0's poisson: -91.2421 valid_0's tweedie: 15.6455
[20] valid_0's poisson: -91.4114 valid_0's tweedie: 15.6369
[21] valid_0's poisson: -91.5773 valid_0's tweedie: 15.6284
[22] valid_0's poisson: -91.7395 valid_0's tweedie: 15.62
[23] valid_0's poisson: -91.8986 valid_0's tweedie: 15.6117
[24] valid_0's poisson: -92.0539 valid_0's tweedie: 15.6035
[25] valid_0's poisson: -92.2067 valid_0's tweedie: 15.5954
[26] valid_0's poisson: -92.3558 valid_0's tweedie: 15.5873
[27] valid_0's poisson: -92.5029 valid_0's tweedie: 15.5794
[28] valid_0's poisson: -92.6506 valid_0's tweedie: 15.5713
[29] valid_0's poisson: -92.7948 valid_0's tweedie: 15.5634
[30] valid_0's poisson: -92.9331 valid_0's tweedie: 15.5557
[31] valid_0's poisson: -93.072 valid_0's tweedie: 15.5479
[32] valid_0's poisson: -93.2091 valid_0's tweedie: 15.5402
[33] valid_0's poisson: -93.3399 valid_0's tweedie: 15.5326
[34] valid_0's poisson: -93.4715 valid_0's tweedie: 15.5251
[35] valid_0's poisson: -93.5977 valid_0's tweedie: 15.5178
[36] valid_0's poisson: -93.7238 valid_0's tweedie: 15.5104
[37] valid_0's poisson: -93.846 valid_0's tweedie: 15.5032
[38] valid_0's poisson: -93.9685 valid_0's tweedie: 15.496
[39] valid_0's poisson: -94.0856 valid_0's tweedie: 15.489
[40] valid_0's poisson: -94.2038 valid_0's tweedie: 15.4819
[41] valid_0's poisson: -94.3179 valid_0's tweedie: 15.4749
[42] valid_0's poisson: -94.4321 valid_0's tweedie: 15.4679
[43] valid_0's poisson: -94.5444 valid_0's tweedie: 15.4611
[44] valid_0's poisson: -94.6546 valid_0's tweedie: 15.4543
[45] valid_0's poisson: -94.763 valid_0's tweedie: 15.4476
[46] valid_0's poisson: -94.8696 valid_0's tweedie: 15.441
[47] valid_0's poisson: -94.9743 valid_0's tweedie: 15.4344
[48] valid_0's poisson: -95.0773 valid_0's tweedie: 15.428
[49] valid_0's poisson: -95.1776 valid_0's tweedie: 15.4217
[50] valid_0's poisson: -95.2773 valid_0's tweedie: 15.4154
[51] valid_0's poisson: -95.3752 valid_0's tweedie: 15.4092
[52] valid_0's poisson: -95.4718 valid_0's tweedie: 15.4029
[53] valid_0's poisson: -95.5658 valid_0's tweedie: 15.3968
[54] valid_0's poisson: -95.6593 valid_0's tweedie: 15.3908
[55] valid_0's poisson: -95.752 valid_0's tweedie: 15.3847
[56] valid_0's poisson: -95.8418 valid_0's tweedie: 15.3788
[57] valid_0's poisson: -95.9304 valid_0's tweedie: 15.373
[58] valid_0's poisson: -96.019 valid_0's tweedie: 15.3671
[59] valid_0's poisson: -96.1049 valid_0's tweedie: 15.3615
[60] valid_0's poisson: -96.1894 valid_0's tweedie: 15.3559
[61] valid_0's poisson: -96.2737 valid_0's tweedie: 15.3502
[62] valid_0's poisson: -96.3566 valid_0's tweedie: 15.3446
[63] valid_0's poisson: -96.4369 valid_0's tweedie: 15.3392
[64] valid_0's poisson: -96.5175 valid_0's tweedie: 15.3337
[65] valid_0's poisson: -96.5966 valid_0's tweedie: 15.3283
[66] valid_0's poisson: -96.6752 valid_0's tweedie: 15.323
[67] valid_0's poisson: -96.7526 valid_0's tweedie: 15.3177
[68] valid_0's poisson: -96.8287 valid_0's tweedie: 15.3125
[69] valid_0's poisson: -96.9037 valid_0's tweedie: 15.3073
[70] valid_0's poisson: -96.9773 valid_0's tweedie: 15.3022
[71] valid_0's poisson: -97.0502 valid_0's tweedie: 15.2971
[72] valid_0's poisson: -97.1233 valid_0's tweedie: 15.2921
[73] valid_0's poisson: -97.1942 valid_0's tweedie: 15.2871
[74] valid_0's poisson: -97.2651 valid_0's tweedie: 15.2821
[75] valid_0's poisson: -97.3344 valid_0's tweedie: 15.2772
[76] valid_0's poisson: -97.4033 valid_0's tweedie: 15.2724
[77] valid_0's poisson: -97.4717 valid_0's tweedie: 15.2675
[78] valid_0's poisson: -97.5385 valid_0's tweedie: 15.2628
[79] valid_0's poisson: -97.6061 valid_0's tweedie: 15.258
[80] valid_0's poisson: -97.6719 valid_0's tweedie: 15.2532
[81] valid_0's poisson: -97.7379 valid_0's tweedie: 15.2486
[82] valid_0's poisson: -97.8042 valid_0's tweedie: 15.2439
[83] valid_0's poisson: -97.8687 valid_0's tweedie: 15.2393
[84] valid_0's poisson: -97.9328 valid_0's tweedie: 15.2348
[85] valid_0's poisson: -97.9968 valid_0's tweedie: 15.2302
[86] valid_0's poisson: -98.0599 valid_0's tweedie: 15.2257
[87] valid_0's poisson: -98.1224 valid_0's tweedie: 15.2213
[88] valid_0's poisson: -98.1836 valid_0's tweedie: 15.2169
[89] valid_0's poisson: -98.2454 valid_0's tweedie: 15.2125
[90] valid_0's poisson: -98.3061 valid_0's tweedie: 15.2082
[91] valid_0's poisson: -98.3661 valid_0's tweedie: 15.2039
[92] valid_0's poisson: -98.4259 valid_0's tweedie: 15.1996
[93] valid_0's poisson: -98.4844 valid_0's tweedie: 15.1955
[94] valid_0's poisson: -98.5429 valid_0's tweedie: 15.1913
[95] valid_0's poisson: -98.6001 valid_0's tweedie: 15.1872
[96] valid_0's poisson: -98.6566 valid_0's tweedie: 15.1832
[97] valid_0's poisson: -98.7132 valid_0's tweedie: 15.1791
[98] valid_0's poisson: -98.769 valid_0's tweedie: 15.1751
[99] valid_0's poisson: -98.8247 valid_0's tweedie: 15.1711
[100] valid_0's poisson: -98.8797 valid_0's tweedie: 15.1673
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=5, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.4409 valid_0's tweedie: 15.8169
[2] valid_0's poisson: -87.6989 valid_0's tweedie: 15.8064
[3] valid_0's poisson: -87.9502 valid_0's tweedie: 15.796
[4] valid_0's poisson: -88.1947 valid_0's tweedie: 15.7858
[5] valid_0's poisson: -88.4335 valid_0's tweedie: 15.7757
[6] valid_0's poisson: -88.6661 valid_0's tweedie: 15.7656
[7] valid_0's poisson: -88.8932 valid_0's tweedie: 15.7557
[8] valid_0's poisson: -89.1146 valid_0's tweedie: 15.746
[9] valid_0's poisson: -89.3326 valid_0's tweedie: 15.7362
[10] valid_0's poisson: -89.5455 valid_0's tweedie: 15.7265
[11] valid_0's poisson: -89.7535 valid_0's tweedie: 15.717
[12] valid_0's poisson: -89.9566 valid_0's tweedie: 15.7075
[13] valid_0's poisson: -90.1572 valid_0's tweedie: 15.6981
[14] valid_0's poisson: -90.3532 valid_0's tweedie: 15.6887
[15] valid_0's poisson: -90.5445 valid_0's tweedie: 15.6794
[16] valid_0's poisson: -90.7314 valid_0's tweedie: 15.6703
[17] valid_0's poisson: -90.9142 valid_0's tweedie: 15.6612
[18] valid_0's poisson: -91.0925 valid_0's tweedie: 15.6523
[19] valid_0's poisson: -91.267 valid_0's tweedie: 15.6434
[20] valid_0's poisson: -91.4377 valid_0's tweedie: 15.6346
[21] valid_0's poisson: -91.6046 valid_0's tweedie: 15.626
[22] valid_0's poisson: -91.7671 valid_0's tweedie: 15.6174
[23] valid_0's poisson: -91.9256 valid_0's tweedie: 15.6091
[24] valid_0's poisson: -92.0817 valid_0's tweedie: 15.6007
[25] valid_0's poisson: -92.2347 valid_0's tweedie: 15.5925
[26] valid_0's poisson: -92.3858 valid_0's tweedie: 15.5843
[27] valid_0's poisson: -92.5328 valid_0's tweedie: 15.5762
[28] valid_0's poisson: -92.6772 valid_0's tweedie: 15.5682
[29] valid_0's poisson: -92.8194 valid_0's tweedie: 15.5602
[30] valid_0's poisson: -92.9588 valid_0's tweedie: 15.5524
[31] valid_0's poisson: -93.0951 valid_0's tweedie: 15.5446
[32] valid_0's poisson: -93.2287 valid_0's tweedie: 15.537
[33] valid_0's poisson: -93.3606 valid_0's tweedie: 15.5294
[34] valid_0's poisson: -93.4892 valid_0's tweedie: 15.5219
[35] valid_0's poisson: -93.6167 valid_0's tweedie: 15.5144
[36] valid_0's poisson: -93.7403 valid_0's tweedie: 15.5071
[37] valid_0's poisson: -93.8637 valid_0's tweedie: 15.4997
[38] valid_0's poisson: -93.9826 valid_0's tweedie: 15.4925
[39] valid_0's poisson: -94.1006 valid_0's tweedie: 15.4854
[40] valid_0's poisson: -94.2154 valid_0's tweedie: 15.4784
[41] valid_0's poisson: -94.329 valid_0's tweedie: 15.4714
[42] valid_0's poisson: -94.4401 valid_0's tweedie: 15.4646
[43] valid_0's poisson: -94.5503 valid_0's tweedie: 15.4577
[44] valid_0's poisson: -94.658 valid_0's tweedie: 15.4509
[45] valid_0's poisson: -94.764 valid_0's tweedie: 15.4443
[46] valid_0's poisson: -94.8674 valid_0's tweedie: 15.4377
[47] valid_0's poisson: -94.9709 valid_0's tweedie: 15.4311
[48] valid_0's poisson: -95.0724 valid_0's tweedie: 15.4246
[49] valid_0's poisson: -95.1724 valid_0's tweedie: 15.4181
[50] valid_0's poisson: -95.2722 valid_0's tweedie: 15.4117
[51] valid_0's poisson: -95.3673 valid_0's tweedie: 15.4055
[52] valid_0's poisson: -95.4635 valid_0's tweedie: 15.3992
[53] valid_0's poisson: -95.5574 valid_0's tweedie: 15.393
[54] valid_0's poisson: -95.6501 valid_0's tweedie: 15.3868
[55] valid_0's poisson: -95.7405 valid_0's tweedie: 15.3808
[56] valid_0's poisson: -95.8306 valid_0's tweedie: 15.3748
[57] valid_0's poisson: -95.9198 valid_0's tweedie: 15.3689
[58] valid_0's poisson: -96.0069 valid_0's tweedie: 15.3631
[59] valid_0's poisson: -96.093 valid_0's tweedie: 15.3573
[60] valid_0's poisson: -96.1776 valid_0's tweedie: 15.3516
[61] valid_0's poisson: -96.2615 valid_0's tweedie: 15.3459
[62] valid_0's poisson: -96.3442 valid_0's tweedie: 15.3402
[63] valid_0's poisson: -96.4259 valid_0's tweedie: 15.3346
[64] valid_0's poisson: -96.5054 valid_0's tweedie: 15.3292
[65] valid_0's poisson: -96.5851 valid_0's tweedie: 15.3237
[66] valid_0's poisson: -96.6627 valid_0's tweedie: 15.3184
[67] valid_0's poisson: -96.7398 valid_0's tweedie: 15.3131
[68] valid_0's poisson: -96.8157 valid_0's tweedie: 15.3079
[69] valid_0's poisson: -96.891 valid_0's tweedie: 15.3026
[70] valid_0's poisson: -96.9651 valid_0's tweedie: 15.2975
[71] valid_0's poisson: -97.0379 valid_0's tweedie: 15.2924
[72] valid_0's poisson: -97.1103 valid_0's tweedie: 15.2872
[73] valid_0's poisson: -97.1816 valid_0's tweedie: 15.2822
[74] valid_0's poisson: -97.2521 valid_0's tweedie: 15.2773
[75] valid_0's poisson: -97.3209 valid_0's tweedie: 15.2724
[76] valid_0's poisson: -97.3896 valid_0's tweedie: 15.2675
[77] valid_0's poisson: -97.4576 valid_0's tweedie: 15.2627
[78] valid_0's poisson: -97.5257 valid_0's tweedie: 15.2579
[79] valid_0's poisson: -97.593 valid_0's tweedie: 15.2532
[80] valid_0's poisson: -97.6594 valid_0's tweedie: 15.2485
[81] valid_0's poisson: -97.725 valid_0's tweedie: 15.2439
[82] valid_0's poisson: -97.7898 valid_0's tweedie: 15.2392
[83] valid_0's poisson: -97.8539 valid_0's tweedie: 15.2347
[84] valid_0's poisson: -97.9169 valid_0's tweedie: 15.2302
[85] valid_0's poisson: -97.9795 valid_0's tweedie: 15.2258
[86] valid_0's poisson: -98.0414 valid_0's tweedie: 15.2214
[87] valid_0's poisson: -98.1029 valid_0's tweedie: 15.217
[88] valid_0's poisson: -98.1633 valid_0's tweedie: 15.2127
[89] valid_0's poisson: -98.2232 valid_0's tweedie: 15.2084
[90] valid_0's poisson: -98.2821 valid_0's tweedie: 15.2041
[91] valid_0's poisson: -98.3408 valid_0's tweedie: 15.2
[92] valid_0's poisson: -98.3985 valid_0's tweedie: 15.1959
[93] valid_0's poisson: -98.4562 valid_0's tweedie: 15.1917
[94] valid_0's poisson: -98.5125 valid_0's tweedie: 15.1877
[95] valid_0's poisson: -98.569 valid_0's tweedie: 15.1837
[96] valid_0's poisson: -98.6249 valid_0's tweedie: 15.1797
[97] valid_0's poisson: -98.6804 valid_0's tweedie: 15.1757
[98] valid_0's poisson: -98.7359 valid_0's tweedie: 15.1718
[99] valid_0's poisson: -98.7911 valid_0's tweedie: 15.1678
[100] valid_0's poisson: -98.8451 valid_0's tweedie: 15.164
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=5, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.4299 valid_0's tweedie: 15.8174
[2] valid_0's poisson: -87.6897 valid_0's tweedie: 15.8069
[3] valid_0's poisson: -87.9422 valid_0's tweedie: 15.7966
[4] valid_0's poisson: -88.1889 valid_0's tweedie: 15.7863
[5] valid_0's poisson: -88.4287 valid_0's tweedie: 15.7762
[6] valid_0's poisson: -88.6632 valid_0's tweedie: 15.7661
[7] valid_0's poisson: -88.8912 valid_0's tweedie: 15.7562
[8] valid_0's poisson: -89.1143 valid_0's tweedie: 15.7464
[9] valid_0's poisson: -89.3319 valid_0's tweedie: 15.7367
[10] valid_0's poisson: -89.5436 valid_0's tweedie: 15.7272
[11] valid_0's poisson: -89.7506 valid_0's tweedie: 15.7177
[12] valid_0's poisson: -89.9529 valid_0's tweedie: 15.7084
[13] valid_0's poisson: -90.1496 valid_0's tweedie: 15.6992
[14] valid_0's poisson: -90.3421 valid_0's tweedie: 15.6901
[15] valid_0's poisson: -90.5298 valid_0's tweedie: 15.6811
[16] valid_0's poisson: -90.7136 valid_0's tweedie: 15.6722
[17] valid_0's poisson: -90.8968 valid_0's tweedie: 15.6632
[18] valid_0's poisson: -91.0771 valid_0's tweedie: 15.6543
[19] valid_0's poisson: -91.2523 valid_0's tweedie: 15.6455
[20] valid_0's poisson: -91.4243 valid_0's tweedie: 15.6367
[21] valid_0's poisson: -91.5929 valid_0's tweedie: 15.6281
[22] valid_0's poisson: -91.7579 valid_0's tweedie: 15.6196
[23] valid_0's poisson: -91.9193 valid_0's tweedie: 15.6112
[24] valid_0's poisson: -92.0779 valid_0's tweedie: 15.6028
[25] valid_0's poisson: -92.2331 valid_0's tweedie: 15.5945
[26] valid_0's poisson: -92.3845 valid_0's tweedie: 15.5864
[27] valid_0's poisson: -92.5332 valid_0's tweedie: 15.5783
[28] valid_0's poisson: -92.6777 valid_0's tweedie: 15.5704
[29] valid_0's poisson: -92.8205 valid_0's tweedie: 15.5625
[30] valid_0's poisson: -92.9598 valid_0's tweedie: 15.5548
[31] valid_0's poisson: -93.097 valid_0's tweedie: 15.547
[32] valid_0's poisson: -93.233 valid_0's tweedie: 15.5394
[33] valid_0's poisson: -93.3657 valid_0's tweedie: 15.5318
[34] valid_0's poisson: -93.4951 valid_0's tweedie: 15.5243
[35] valid_0's poisson: -93.6234 valid_0's tweedie: 15.5168
[36] valid_0's poisson: -93.748 valid_0's tweedie: 15.5095
[37] valid_0's poisson: -93.8716 valid_0's tweedie: 15.5023
[38] valid_0's poisson: -93.9917 valid_0's tweedie: 15.4951
[39] valid_0's poisson: -94.1117 valid_0's tweedie: 15.4879
[40] valid_0's poisson: -94.2283 valid_0's tweedie: 15.4809
[41] valid_0's poisson: -94.3422 valid_0's tweedie: 15.474
[42] valid_0's poisson: -94.4555 valid_0's tweedie: 15.467
[43] valid_0's poisson: -94.5648 valid_0's tweedie: 15.4604
[44] valid_0's poisson: -94.6754 valid_0's tweedie: 15.4535
[45] valid_0's poisson: -94.7844 valid_0's tweedie: 15.4468
[46] valid_0's poisson: -94.8885 valid_0's tweedie: 15.4403
[47] valid_0's poisson: -94.9943 valid_0's tweedie: 15.4337
[48] valid_0's poisson: -95.0972 valid_0's tweedie: 15.4272
[49] valid_0's poisson: -95.1973 valid_0's tweedie: 15.4209
[50] valid_0's poisson: -95.2972 valid_0's tweedie: 15.4145
[51] valid_0's poisson: -95.3965 valid_0's tweedie: 15.4082
[52] valid_0's poisson: -95.4914 valid_0's tweedie: 15.4021
[53] valid_0's poisson: -95.5871 valid_0's tweedie: 15.3959
[54] valid_0's poisson: -95.6803 valid_0's tweedie: 15.3898
[55] valid_0's poisson: -95.7711 valid_0's tweedie: 15.3839
[56] valid_0's poisson: -95.8618 valid_0's tweedie: 15.3779
[57] valid_0's poisson: -95.9517 valid_0's tweedie: 15.372
[58] valid_0's poisson: -96.0382 valid_0's tweedie: 15.3663
[59] valid_0's poisson: -96.1253 valid_0's tweedie: 15.3604
[60] valid_0's poisson: -96.21 valid_0's tweedie: 15.3547
[61] valid_0's poisson: -96.2929 valid_0's tweedie: 15.3492
[62] valid_0's poisson: -96.376 valid_0's tweedie: 15.3436
[63] valid_0's poisson: -96.4577 valid_0's tweedie: 15.338
[64] valid_0's poisson: -96.5367 valid_0's tweedie: 15.3327
[65] valid_0's poisson: -96.6163 valid_0's tweedie: 15.3273
[66] valid_0's poisson: -96.6937 valid_0's tweedie: 15.322
[67] valid_0's poisson: -96.7711 valid_0's tweedie: 15.3167
[68] valid_0's poisson: -96.8471 valid_0's tweedie: 15.3115
[69] valid_0's poisson: -96.9223 valid_0's tweedie: 15.3063
[70] valid_0's poisson: -96.9958 valid_0's tweedie: 15.3013
[71] valid_0's poisson: -97.0696 valid_0's tweedie: 15.2961
[72] valid_0's poisson: -97.1409 valid_0's tweedie: 15.2912
[73] valid_0's poisson: -97.2128 valid_0's tweedie: 15.2861
[74] valid_0's poisson: -97.2833 valid_0's tweedie: 15.2812
[75] valid_0's poisson: -97.3538 valid_0's tweedie: 15.2762
[76] valid_0's poisson: -97.4229 valid_0's tweedie: 15.2714
[77] valid_0's poisson: -97.4909 valid_0's tweedie: 15.2665
[78] valid_0's poisson: -97.5586 valid_0's tweedie: 15.2617
[79] valid_0's poisson: -97.6248 valid_0's tweedie: 15.2571
[80] valid_0's poisson: -97.693 valid_0's tweedie: 15.2523
[81] valid_0's poisson: -97.7592 valid_0's tweedie: 15.2477
[82] valid_0's poisson: -97.8257 valid_0's tweedie: 15.243
[83] valid_0's poisson: -97.89 valid_0's tweedie: 15.2385
[84] valid_0's poisson: -97.9547 valid_0's tweedie: 15.2339
[85] valid_0's poisson: -98.0185 valid_0's tweedie: 15.2294
[86] valid_0's poisson: -98.0814 valid_0's tweedie: 15.2249
[87] valid_0's poisson: -98.1437 valid_0's tweedie: 15.2205
[88] valid_0's poisson: -98.2065 valid_0's tweedie: 15.2161
[89] valid_0's poisson: -98.2686 valid_0's tweedie: 15.2117
[90] valid_0's poisson: -98.3297 valid_0's tweedie: 15.2074
[91] valid_0's poisson: -98.3901 valid_0's tweedie: 15.2031
[92] valid_0's poisson: -98.45 valid_0's tweedie: 15.1988
[93] valid_0's poisson: -98.5091 valid_0's tweedie: 15.1946
[94] valid_0's poisson: -98.5673 valid_0's tweedie: 15.1905
[95] valid_0's poisson: -98.6249 valid_0's tweedie: 15.1864
[96] valid_0's poisson: -98.6823 valid_0's tweedie: 15.1823
[97] valid_0's poisson: -98.7388 valid_0's tweedie: 15.1782
[98] valid_0's poisson: -98.7947 valid_0's tweedie: 15.1742
[99] valid_0's poisson: -98.8499 valid_0's tweedie: 15.1702
[100] valid_0's poisson: -98.9046 valid_0's tweedie: 15.1663
[CV] END bagging_fraction=0.5, lambda_l1=0, lambda_l2=10, learning_rate=0.00390625, max_depth=5, tweedie_variance_power=1.9; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.1995 valid_0's tweedie: 103.442
[2] valid_0's poisson: -95.547 valid_0's tweedie: 101.8
[3] valid_0's poisson: -98.0404 valid_0's tweedie: 100.588
[4] valid_0's poisson: -99.9014 valid_0's tweedie: 99.6408
[5] valid_0's poisson: -101.212 valid_0's tweedie: 98.9719
[6] valid_0's poisson: -102.349 valid_0's tweedie: 98.4194
[7] valid_0's poisson: -103.31 valid_0's tweedie: 97.9324
[8] valid_0's poisson: -104.075 valid_0's tweedie: 97.5441
[9] valid_0's poisson: -104.724 valid_0's tweedie: 97.2385
[10] valid_0's poisson: -105.178 valid_0's tweedie: 96.9795
[11] valid_0's poisson: -105.582 valid_0's tweedie: 96.7776
[12] valid_0's poisson: -105.958 valid_0's tweedie: 96.5873
[13] valid_0's poisson: -106.267 valid_0's tweedie: 96.4339
[14] valid_0's poisson: -106.489 valid_0's tweedie: 96.3132
[15] valid_0's poisson: -106.716 valid_0's tweedie: 96.2047
[16] valid_0's poisson: -106.904 valid_0's tweedie: 96.1114
[17] valid_0's poisson: -107.075 valid_0's tweedie: 96.0256
[18] valid_0's poisson: -107.185 valid_0's tweedie: 95.9667
[19] valid_0's poisson: -107.293 valid_0's tweedie: 95.911
[20] valid_0's poisson: -107.405 valid_0's tweedie: 95.8539
[21] valid_0's poisson: -107.488 valid_0's tweedie: 95.8156
[22] valid_0's poisson: -107.552 valid_0's tweedie: 95.782
[23] valid_0's poisson: -107.624 valid_0's tweedie: 95.7448
[24] valid_0's poisson: -107.685 valid_0's tweedie: 95.7083
[25] valid_0's poisson: -107.762 valid_0's tweedie: 95.6584
[26] valid_0's poisson: -107.811 valid_0's tweedie: 95.6342
[27] valid_0's poisson: -107.864 valid_0's tweedie: 95.6084
[28] valid_0's poisson: -107.921 valid_0's tweedie: 95.5804
[29] valid_0's poisson: -107.976 valid_0's tweedie: 95.5453
[30] valid_0's poisson: -108.037 valid_0's tweedie: 95.5141
[31] valid_0's poisson: -108.082 valid_0's tweedie: 95.4926
[32] valid_0's poisson: -108.098 valid_0's tweedie: 95.4822
[33] valid_0's poisson: -108.137 valid_0's tweedie: 95.4651
[34] valid_0's poisson: -108.178 valid_0's tweedie: 95.4475
[35] valid_0's poisson: -108.199 valid_0's tweedie: 95.4365
[36] valid_0's poisson: -108.216 valid_0's tweedie: 95.4296
[37] valid_0's poisson: -108.236 valid_0's tweedie: 95.4187
[38] valid_0's poisson: -108.248 valid_0's tweedie: 95.4124
[39] valid_0's poisson: -108.281 valid_0's tweedie: 95.397
[40] valid_0's poisson: -108.294 valid_0's tweedie: 95.3883
[41] valid_0's poisson: -108.324 valid_0's tweedie: 95.3749
[42] valid_0's poisson: -108.34 valid_0's tweedie: 95.3669
[43] valid_0's poisson: -108.372 valid_0's tweedie: 95.3537
[44] valid_0's poisson: -108.4 valid_0's tweedie: 95.3346
[45] valid_0's poisson: -108.419 valid_0's tweedie: 95.3255
[46] valid_0's poisson: -108.436 valid_0's tweedie: 95.3176
[47] valid_0's poisson: -108.45 valid_0's tweedie: 95.3116
[48] valid_0's poisson: -108.459 valid_0's tweedie: 95.3077
[49] valid_0's poisson: -108.476 valid_0's tweedie: 95.2956
[50] valid_0's poisson: -108.481 valid_0's tweedie: 95.2934
[51] valid_0's poisson: -108.487 valid_0's tweedie: 95.2909
[52] valid_0's poisson: -108.492 valid_0's tweedie: 95.2876
[53] valid_0's poisson: -108.505 valid_0's tweedie: 95.281
[54] valid_0's poisson: -108.513 valid_0's tweedie: 95.2767
[55] valid_0's poisson: -108.524 valid_0's tweedie: 95.2723
[56] valid_0's poisson: -108.536 valid_0's tweedie: 95.264
[57] valid_0's poisson: -108.558 valid_0's tweedie: 95.2548
[58] valid_0's poisson: -108.566 valid_0's tweedie: 95.2479
[59] valid_0's poisson: -108.585 valid_0's tweedie: 95.2396
[60] valid_0's poisson: -108.612 valid_0's tweedie: 95.227
[61] valid_0's poisson: -108.622 valid_0's tweedie: 95.2224
[62] valid_0's poisson: -108.636 valid_0's tweedie: 95.2161
[63] valid_0's poisson: -108.641 valid_0's tweedie: 95.2137
[64] valid_0's poisson: -108.646 valid_0's tweedie: 95.2107
[65] valid_0's poisson: -108.658 valid_0's tweedie: 95.2058
[66] valid_0's poisson: -108.676 valid_0's tweedie: 95.1979
[67] valid_0's poisson: -108.681 valid_0's tweedie: 95.195
[68] valid_0's poisson: -108.683 valid_0's tweedie: 95.1938
[69] valid_0's poisson: -108.696 valid_0's tweedie: 95.1885
[70] valid_0's poisson: -108.695 valid_0's tweedie: 95.1889
[71] valid_0's poisson: -108.698 valid_0's tweedie: 95.1874
[72] valid_0's poisson: -108.716 valid_0's tweedie: 95.1785
[73] valid_0's poisson: -108.722 valid_0's tweedie: 95.174
[74] valid_0's poisson: -108.729 valid_0's tweedie: 95.1708
[75] valid_0's poisson: -108.732 valid_0's tweedie: 95.1695
[76] valid_0's poisson: -108.743 valid_0's tweedie: 95.1634
[77] valid_0's poisson: -108.756 valid_0's tweedie: 95.1573
[78] valid_0's poisson: -108.761 valid_0's tweedie: 95.1547
[79] valid_0's poisson: -108.764 valid_0's tweedie: 95.1531
[80] valid_0's poisson: -108.772 valid_0's tweedie: 95.1493
[81] valid_0's poisson: -108.783 valid_0's tweedie: 95.1442
[82] valid_0's poisson: -108.793 valid_0's tweedie: 95.1399
[83] valid_0's poisson: -108.812 valid_0's tweedie: 95.1315
[84] valid_0's poisson: -108.824 valid_0's tweedie: 95.1254
[85] valid_0's poisson: -108.829 valid_0's tweedie: 95.1215
[86] valid_0's poisson: -108.836 valid_0's tweedie: 95.1189
[87] valid_0's poisson: -108.836 valid_0's tweedie: 95.1185
[88] valid_0's poisson: -108.841 valid_0's tweedie: 95.1161
[89] valid_0's poisson: -108.843 valid_0's tweedie: 95.1153
[90] valid_0's poisson: -108.844 valid_0's tweedie: 95.1146
[91] valid_0's poisson: -108.855 valid_0's tweedie: 95.11
[92] valid_0's poisson: -108.86 valid_0's tweedie: 95.108
[93] valid_0's poisson: -108.864 valid_0's tweedie: 95.1059
[94] valid_0's poisson: -108.871 valid_0's tweedie: 95.1012
[95] valid_0's poisson: -108.876 valid_0's tweedie: 95.099
[96] valid_0's poisson: -108.877 valid_0's tweedie: 95.0989
[97] valid_0's poisson: -108.881 valid_0's tweedie: 95.0974
[98] valid_0's poisson: -108.891 valid_0's tweedie: 95.0927
[99] valid_0's poisson: -108.905 valid_0's tweedie: 95.0861
[100] valid_0's poisson: -108.909 valid_0's tweedie: 95.0841
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=2, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.2491 valid_0's tweedie: 103.419
[2] valid_0's poisson: -95.6031 valid_0's tweedie: 101.773
[3] valid_0's poisson: -98.0998 valid_0's tweedie: 100.561
[4] valid_0's poisson: -99.9737 valid_0's tweedie: 99.6089
[5] valid_0's poisson: -101.515 valid_0's tweedie: 98.8377
[6] valid_0's poisson: -102.653 valid_0's tweedie: 98.2843
[7] valid_0's poisson: -103.411 valid_0's tweedie: 97.8814
[8] valid_0's poisson: -104.198 valid_0's tweedie: 97.4817
[9] valid_0's poisson: -104.861 valid_0's tweedie: 97.1703
[10] valid_0's poisson: -105.307 valid_0's tweedie: 96.9284
[11] valid_0's poisson: -105.706 valid_0's tweedie: 96.7271
[12] valid_0's poisson: -106.052 valid_0's tweedie: 96.5547
[13] valid_0's poisson: -106.31 valid_0's tweedie: 96.4182
[14] valid_0's poisson: -106.529 valid_0's tweedie: 96.2934
[15] valid_0's poisson: -106.721 valid_0's tweedie: 96.1917
[16] valid_0's poisson: -106.958 valid_0's tweedie: 96.0847
[17] valid_0's poisson: -107.125 valid_0's tweedie: 96.0004
[18] valid_0's poisson: -107.25 valid_0's tweedie: 95.9365
[19] valid_0's poisson: -107.374 valid_0's tweedie: 95.8773
[20] valid_0's poisson: -107.465 valid_0's tweedie: 95.831
[21] valid_0's poisson: -107.562 valid_0's tweedie: 95.7821
[22] valid_0's poisson: -107.623 valid_0's tweedie: 95.7487
[23] valid_0's poisson: -107.701 valid_0's tweedie: 95.7003
[24] valid_0's poisson: -107.76 valid_0's tweedie: 95.6677
[25] valid_0's poisson: -107.819 valid_0's tweedie: 95.6384
[26] valid_0's poisson: -107.857 valid_0's tweedie: 95.6185
[27] valid_0's poisson: -107.923 valid_0's tweedie: 95.584
[28] valid_0's poisson: -107.956 valid_0's tweedie: 95.564
[29] valid_0's poisson: -108.011 valid_0's tweedie: 95.5368
[30] valid_0's poisson: -108.041 valid_0's tweedie: 95.5223
[31] valid_0's poisson: -108.084 valid_0's tweedie: 95.4923
[32] valid_0's poisson: -108.128 valid_0's tweedie: 95.4705
[33] valid_0's poisson: -108.169 valid_0's tweedie: 95.4513
[34] valid_0's poisson: -108.193 valid_0's tweedie: 95.441
[35] valid_0's poisson: -108.211 valid_0's tweedie: 95.4324
[36] valid_0's poisson: -108.226 valid_0's tweedie: 95.4234
[37] valid_0's poisson: -108.262 valid_0's tweedie: 95.4049
[38] valid_0's poisson: -108.284 valid_0's tweedie: 95.3894
[39] valid_0's poisson: -108.296 valid_0's tweedie: 95.3825
[40] valid_0's poisson: -108.307 valid_0's tweedie: 95.3766
[41] valid_0's poisson: -108.336 valid_0's tweedie: 95.3623
[42] valid_0's poisson: -108.349 valid_0's tweedie: 95.3561
[43] valid_0's poisson: -108.363 valid_0's tweedie: 95.3458
[44] valid_0's poisson: -108.385 valid_0's tweedie: 95.3362
[45] valid_0's poisson: -108.401 valid_0's tweedie: 95.3279
[46] valid_0's poisson: -108.416 valid_0's tweedie: 95.3223
[47] valid_0's poisson: -108.421 valid_0's tweedie: 95.3194
[48] valid_0's poisson: -108.443 valid_0's tweedie: 95.3091
[49] valid_0's poisson: -108.456 valid_0's tweedie: 95.3012
[50] valid_0's poisson: -108.484 valid_0's tweedie: 95.2887
[51] valid_0's poisson: -108.511 valid_0's tweedie: 95.2776
[52] valid_0's poisson: -108.522 valid_0's tweedie: 95.2731
[53] valid_0's poisson: -108.527 valid_0's tweedie: 95.2712
[54] valid_0's poisson: -108.536 valid_0's tweedie: 95.2646
[55] valid_0's poisson: -108.544 valid_0's tweedie: 95.2587
[56] valid_0's poisson: -108.562 valid_0's tweedie: 95.2501
[57] valid_0's poisson: -108.585 valid_0's tweedie: 95.2393
[58] valid_0's poisson: -108.593 valid_0's tweedie: 95.235
[59] valid_0's poisson: -108.598 valid_0's tweedie: 95.2324
[60] valid_0's poisson: -108.602 valid_0's tweedie: 95.2302
[61] valid_0's poisson: -108.612 valid_0's tweedie: 95.2259
[62] valid_0's poisson: -108.616 valid_0's tweedie: 95.2236
[63] valid_0's poisson: -108.629 valid_0's tweedie: 95.2182
[64] valid_0's poisson: -108.65 valid_0's tweedie: 95.2088
[65] valid_0's poisson: -108.666 valid_0's tweedie: 95.2021
[66] valid_0's poisson: -108.671 valid_0's tweedie: 95.1982
[67] valid_0's poisson: -108.679 valid_0's tweedie: 95.1946
[68] valid_0's poisson: -108.687 valid_0's tweedie: 95.1907
[69] valid_0's poisson: -108.69 valid_0's tweedie: 95.1891
[70] valid_0's poisson: -108.706 valid_0's tweedie: 95.1823
[71] valid_0's poisson: -108.726 valid_0's tweedie: 95.1735
[72] valid_0's poisson: -108.74 valid_0's tweedie: 95.1675
[73] valid_0's poisson: -108.751 valid_0's tweedie: 95.1629
[74] valid_0's poisson: -108.75 valid_0's tweedie: 95.1631
[75] valid_0's poisson: -108.755 valid_0's tweedie: 95.161
[76] valid_0's poisson: -108.767 valid_0's tweedie: 95.152
[77] valid_0's poisson: -108.77 valid_0's tweedie: 95.1504
[78] valid_0's poisson: -108.779 valid_0's tweedie: 95.1468
[79] valid_0's poisson: -108.782 valid_0's tweedie: 95.1453
[80] valid_0's poisson: -108.785 valid_0's tweedie: 95.144
[81] valid_0's poisson: -108.789 valid_0's tweedie: 95.1425
[82] valid_0's poisson: -108.801 valid_0's tweedie: 95.1366
[83] valid_0's poisson: -108.808 valid_0's tweedie: 95.1335
[84] valid_0's poisson: -108.824 valid_0's tweedie: 95.1252
[85] valid_0's poisson: -108.842 valid_0's tweedie: 95.1177
[86] valid_0's poisson: -108.846 valid_0's tweedie: 95.1159
[87] valid_0's poisson: -108.856 valid_0's tweedie: 95.1115
[88] valid_0's poisson: -108.86 valid_0's tweedie: 95.1097
[89] valid_0's poisson: -108.86 valid_0's tweedie: 95.1096
[90] valid_0's poisson: -108.864 valid_0's tweedie: 95.1083
[91] valid_0's poisson: -108.864 valid_0's tweedie: 95.1082
[92] valid_0's poisson: -108.87 valid_0's tweedie: 95.1057
[93] valid_0's poisson: -108.871 valid_0's tweedie: 95.1051
[94] valid_0's poisson: -108.873 valid_0's tweedie: 95.1043
[95] valid_0's poisson: -108.878 valid_0's tweedie: 95.1017
[96] valid_0's poisson: -108.886 valid_0's tweedie: 95.0982
[97] valid_0's poisson: -108.89 valid_0's tweedie: 95.096
[98] valid_0's poisson: -108.895 valid_0's tweedie: 95.0939
[99] valid_0's poisson: -108.896 valid_0's tweedie: 95.0934
[100] valid_0's poisson: -108.905 valid_0's tweedie: 95.0867
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=2, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.2157 valid_0's tweedie: 103.436
[2] valid_0's poisson: -95.5899 valid_0's tweedie: 101.783
[3] valid_0's poisson: -98.106 valid_0's tweedie: 100.562
[4] valid_0's poisson: -99.9684 valid_0's tweedie: 99.6144
[5] valid_0's poisson: -101.517 valid_0's tweedie: 98.8408
[6] valid_0's poisson: -102.664 valid_0's tweedie: 98.2833
[7] valid_0's poisson: -103.421 valid_0's tweedie: 97.8809
[8] valid_0's poisson: -104.223 valid_0's tweedie: 97.4764
[9] valid_0's poisson: -104.891 valid_0's tweedie: 97.1621
[10] valid_0's poisson: -105.319 valid_0's tweedie: 96.9173
[11] valid_0's poisson: -105.731 valid_0's tweedie: 96.7059
[12] valid_0's poisson: -106.064 valid_0's tweedie: 96.5351
[13] valid_0's poisson: -106.358 valid_0's tweedie: 96.3874
[14] valid_0's poisson: -106.587 valid_0's tweedie: 96.2746
[15] valid_0's poisson: -106.811 valid_0's tweedie: 96.1667
[16] valid_0's poisson: -106.975 valid_0's tweedie: 96.0808
[17] valid_0's poisson: -107.152 valid_0's tweedie: 95.9926
[18] valid_0's poisson: -107.301 valid_0's tweedie: 95.9203
[19] valid_0's poisson: -107.404 valid_0's tweedie: 95.8676
[20] valid_0's poisson: -107.489 valid_0's tweedie: 95.8178
[21] valid_0's poisson: -107.565 valid_0's tweedie: 95.7822
[22] valid_0's poisson: -107.638 valid_0's tweedie: 95.7408
[23] valid_0's poisson: -107.68 valid_0's tweedie: 95.7173
[24] valid_0's poisson: -107.737 valid_0's tweedie: 95.6896
[25] valid_0's poisson: -107.797 valid_0's tweedie: 95.6535
[26] valid_0's poisson: -107.839 valid_0's tweedie: 95.6292
[27] valid_0's poisson: -107.915 valid_0's tweedie: 95.5941
[28] valid_0's poisson: -107.952 valid_0's tweedie: 95.5784
[29] valid_0's poisson: -107.983 valid_0's tweedie: 95.5603
[30] valid_0's poisson: -108.044 valid_0's tweedie: 95.5192
[31] valid_0's poisson: -108.07 valid_0's tweedie: 95.5071
[32] valid_0's poisson: -108.117 valid_0's tweedie: 95.4815
[33] valid_0's poisson: -108.149 valid_0's tweedie: 95.4592
[34] valid_0's poisson: -108.169 valid_0's tweedie: 95.4497
[35] valid_0's poisson: -108.211 valid_0's tweedie: 95.4295
[36] valid_0's poisson: -108.24 valid_0's tweedie: 95.4157
[37] valid_0's poisson: -108.25 valid_0's tweedie: 95.4106
[38] valid_0's poisson: -108.268 valid_0's tweedie: 95.4005
[39] valid_0's poisson: -108.296 valid_0's tweedie: 95.3857
[40] valid_0's poisson: -108.32 valid_0's tweedie: 95.3766
[41] valid_0's poisson: -108.338 valid_0's tweedie: 95.3636
[42] valid_0's poisson: -108.372 valid_0's tweedie: 95.349
[43] valid_0's poisson: -108.395 valid_0's tweedie: 95.3382
[44] valid_0's poisson: -108.424 valid_0's tweedie: 95.3243
[45] valid_0's poisson: -108.46 valid_0's tweedie: 95.3068
[46] valid_0's poisson: -108.469 valid_0's tweedie: 95.302
[47] valid_0's poisson: -108.472 valid_0's tweedie: 95.3001
[48] valid_0's poisson: -108.49 valid_0's tweedie: 95.2868
[49] valid_0's poisson: -108.498 valid_0's tweedie: 95.2828
[50] valid_0's poisson: -108.525 valid_0's tweedie: 95.2721
[51] valid_0's poisson: -108.534 valid_0's tweedie: 95.2669
[52] valid_0's poisson: -108.546 valid_0's tweedie: 95.2614
[53] valid_0's poisson: -108.559 valid_0's tweedie: 95.2552
[54] valid_0's poisson: -108.566 valid_0's tweedie: 95.252
[55] valid_0's poisson: -108.582 valid_0's tweedie: 95.2455
[56] valid_0's poisson: -108.59 valid_0's tweedie: 95.2397
[57] valid_0's poisson: -108.601 valid_0's tweedie: 95.2334
[58] valid_0's poisson: -108.607 valid_0's tweedie: 95.2286
[59] valid_0's poisson: -108.611 valid_0's tweedie: 95.2267
[60] valid_0's poisson: -108.628 valid_0's tweedie: 95.2194
[61] valid_0's poisson: -108.642 valid_0's tweedie: 95.2125
[62] valid_0's poisson: -108.643 valid_0's tweedie: 95.2121
[63] valid_0's poisson: -108.663 valid_0's tweedie: 95.2035
[64] valid_0's poisson: -108.664 valid_0's tweedie: 95.2027
[65] valid_0's poisson: -108.671 valid_0's tweedie: 95.1997
[66] valid_0's poisson: -108.683 valid_0's tweedie: 95.1937
[67] valid_0's poisson: -108.699 valid_0's tweedie: 95.1869
[68] valid_0's poisson: -108.712 valid_0's tweedie: 95.1772
[69] valid_0's poisson: -108.729 valid_0's tweedie: 95.1695
[70] valid_0's poisson: -108.753 valid_0's tweedie: 95.1585
[71] valid_0's poisson: -108.763 valid_0's tweedie: 95.1541
[72] valid_0's poisson: -108.779 valid_0's tweedie: 95.1467
[73] valid_0's poisson: -108.781 valid_0's tweedie: 95.1456
[74] valid_0's poisson: -108.79 valid_0's tweedie: 95.1422
[75] valid_0's poisson: -108.791 valid_0's tweedie: 95.1416
[76] valid_0's poisson: -108.798 valid_0's tweedie: 95.1381
[77] valid_0's poisson: -108.802 valid_0's tweedie: 95.1366
[78] valid_0's poisson: -108.802 valid_0's tweedie: 95.1363
[79] valid_0's poisson: -108.805 valid_0's tweedie: 95.1349
[80] valid_0's poisson: -108.808 valid_0's tweedie: 95.1337
[81] valid_0's poisson: -108.817 valid_0's tweedie: 95.1297
[82] valid_0's poisson: -108.833 valid_0's tweedie: 95.1227
[83] valid_0's poisson: -108.842 valid_0's tweedie: 95.1188
[84] valid_0's poisson: -108.841 valid_0's tweedie: 95.119
[85] valid_0's poisson: -108.842 valid_0's tweedie: 95.1185
[86] valid_0's poisson: -108.844 valid_0's tweedie: 95.1173
[87] valid_0's poisson: -108.846 valid_0's tweedie: 95.1162
[88] valid_0's poisson: -108.858 valid_0's tweedie: 95.1103
[89] valid_0's poisson: -108.863 valid_0's tweedie: 95.1079
[90] valid_0's poisson: -108.875 valid_0's tweedie: 95.1028
[91] valid_0's poisson: -108.883 valid_0's tweedie: 95.0977
[92] valid_0's poisson: -108.894 valid_0's tweedie: 95.093
[93] valid_0's poisson: -108.9 valid_0's tweedie: 95.0907
[94] valid_0's poisson: -108.907 valid_0's tweedie: 95.0874
[95] valid_0's poisson: -108.91 valid_0's tweedie: 95.0862
[96] valid_0's poisson: -108.913 valid_0's tweedie: 95.0853
[97] valid_0's poisson: -108.919 valid_0's tweedie: 95.0801
[98] valid_0's poisson: -108.92 valid_0's tweedie: 95.0797
[99] valid_0's poisson: -108.925 valid_0's tweedie: 95.0775
[100] valid_0's poisson: -108.928 valid_0's tweedie: 95.0765
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=2, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.2138 valid_0's tweedie: 103.435
[2] valid_0's poisson: -95.5815 valid_0's tweedie: 101.784
[3] valid_0's poisson: -98.0834 valid_0's tweedie: 100.567
[4] valid_0's poisson: -99.9422 valid_0's tweedie: 99.6212
[5] valid_0's poisson: -101.48 valid_0's tweedie: 98.8524
[6] valid_0's poisson: -102.625 valid_0's tweedie: 98.2969
[7] valid_0's poisson: -103.384 valid_0's tweedie: 97.8937
[8] valid_0's poisson: -104.187 valid_0's tweedie: 97.4885
[9] valid_0's poisson: -104.865 valid_0's tweedie: 97.1707
[10] valid_0's poisson: -105.282 valid_0's tweedie: 96.9356
[11] valid_0's poisson: -105.685 valid_0's tweedie: 96.729
[12] valid_0's poisson: -106.036 valid_0's tweedie: 96.5528
[13] valid_0's poisson: -106.318 valid_0's tweedie: 96.4077
[14] valid_0's poisson: -106.557 valid_0's tweedie: 96.2913
[15] valid_0's poisson: -106.759 valid_0's tweedie: 96.1888
[16] valid_0's poisson: -106.936 valid_0's tweedie: 96.0962
[17] valid_0's poisson: -107.093 valid_0's tweedie: 96.0185
[18] valid_0's poisson: -107.24 valid_0's tweedie: 95.9384
[19] valid_0's poisson: -107.382 valid_0's tweedie: 95.8728
[20] valid_0's poisson: -107.479 valid_0's tweedie: 95.8234
[21] valid_0's poisson: -107.571 valid_0's tweedie: 95.7751
[22] valid_0's poisson: -107.649 valid_0's tweedie: 95.7357
[23] valid_0's poisson: -107.701 valid_0's tweedie: 95.7013
[24] valid_0's poisson: -107.759 valid_0's tweedie: 95.6714
[25] valid_0's poisson: -107.818 valid_0's tweedie: 95.6418
[26] valid_0's poisson: -107.881 valid_0's tweedie: 95.6096
[27] valid_0's poisson: -107.923 valid_0's tweedie: 95.5894
[28] valid_0's poisson: -107.96 valid_0's tweedie: 95.5691
[29] valid_0's poisson: -107.991 valid_0's tweedie: 95.5537
[30] valid_0's poisson: -108.049 valid_0's tweedie: 95.5277
[31] valid_0's poisson: -108.091 valid_0's tweedie: 95.4988
[32] valid_0's poisson: -108.125 valid_0's tweedie: 95.481
[33] valid_0's poisson: -108.16 valid_0's tweedie: 95.4678
[34] valid_0's poisson: -108.19 valid_0's tweedie: 95.4497
[35] valid_0's poisson: -108.215 valid_0's tweedie: 95.4385
[36] valid_0's poisson: -108.248 valid_0's tweedie: 95.4231
[37] valid_0's poisson: -108.291 valid_0's tweedie: 95.3945
[38] valid_0's poisson: -108.322 valid_0's tweedie: 95.3781
[39] valid_0's poisson: -108.338 valid_0's tweedie: 95.3693
[40] valid_0's poisson: -108.364 valid_0's tweedie: 95.3497
[41] valid_0's poisson: -108.385 valid_0's tweedie: 95.3411
[42] valid_0's poisson: -108.398 valid_0's tweedie: 95.3351
[43] valid_0's poisson: -108.42 valid_0's tweedie: 95.3245
[44] valid_0's poisson: -108.448 valid_0's tweedie: 95.3105
[45] valid_0's poisson: -108.464 valid_0's tweedie: 95.3033
[46] valid_0's poisson: -108.489 valid_0's tweedie: 95.291
[47] valid_0's poisson: -108.506 valid_0's tweedie: 95.2818
[48] valid_0's poisson: -108.525 valid_0's tweedie: 95.273
[49] valid_0's poisson: -108.554 valid_0's tweedie: 95.2613
[50] valid_0's poisson: -108.564 valid_0's tweedie: 95.2562
[51] valid_0's poisson: -108.575 valid_0's tweedie: 95.2499
[52] valid_0's poisson: -108.597 valid_0's tweedie: 95.2339
[53] valid_0's poisson: -108.614 valid_0's tweedie: 95.2257
[54] valid_0's poisson: -108.624 valid_0's tweedie: 95.2206
[55] valid_0's poisson: -108.63 valid_0's tweedie: 95.2181
[56] valid_0's poisson: -108.64 valid_0's tweedie: 95.2105
[57] valid_0's poisson: -108.646 valid_0's tweedie: 95.2079
[58] valid_0's poisson: -108.66 valid_0's tweedie: 95.201
[59] valid_0's poisson: -108.666 valid_0's tweedie: 95.1984
[60] valid_0's poisson: -108.686 valid_0's tweedie: 95.1893
[61] valid_0's poisson: -108.707 valid_0's tweedie: 95.1809
[62] valid_0's poisson: -108.708 valid_0's tweedie: 95.1797
[63] valid_0's poisson: -108.724 valid_0's tweedie: 95.1732
[64] valid_0's poisson: -108.728 valid_0's tweedie: 95.1713
[65] valid_0's poisson: -108.738 valid_0's tweedie: 95.1661
[66] valid_0's poisson: -108.748 valid_0's tweedie: 95.162
[67] valid_0's poisson: -108.76 valid_0's tweedie: 95.1562
[68] valid_0's poisson: -108.767 valid_0's tweedie: 95.1513
[69] valid_0's poisson: -108.78 valid_0's tweedie: 95.1445
[70] valid_0's poisson: -108.797 valid_0's tweedie: 95.137
[71] valid_0's poisson: -108.802 valid_0's tweedie: 95.1351
[72] valid_0's poisson: -108.805 valid_0's tweedie: 95.1322
[73] valid_0's poisson: -108.808 valid_0's tweedie: 95.1311
[74] valid_0's poisson: -108.808 valid_0's tweedie: 95.1309
[75] valid_0's poisson: -108.825 valid_0's tweedie: 95.1218
[76] valid_0's poisson: -108.836 valid_0's tweedie: 95.1171
[77] valid_0's poisson: -108.837 valid_0's tweedie: 95.1167
[78] valid_0's poisson: -108.842 valid_0's tweedie: 95.1145
[79] valid_0's poisson: -108.855 valid_0's tweedie: 95.1083
[80] valid_0's poisson: -108.859 valid_0's tweedie: 95.1069
[81] valid_0's poisson: -108.859 valid_0's tweedie: 95.1065
[82] valid_0's poisson: -108.862 valid_0's tweedie: 95.1041
[83] valid_0's poisson: -108.864 valid_0's tweedie: 95.1028
[84] valid_0's poisson: -108.875 valid_0's tweedie: 95.0979
[85] valid_0's poisson: -108.88 valid_0's tweedie: 95.096
[86] valid_0's poisson: -108.878 valid_0's tweedie: 95.0967
[87] valid_0's poisson: -108.882 valid_0's tweedie: 95.0945
[88] valid_0's poisson: -108.891 valid_0's tweedie: 95.0905
[89] valid_0's poisson: -108.896 valid_0's tweedie: 95.0885
[90] valid_0's poisson: -108.896 valid_0's tweedie: 95.0882
[91] valid_0's poisson: -108.908 valid_0's tweedie: 95.0831
[92] valid_0's poisson: -108.91 valid_0's tweedie: 95.0819
[93] valid_0's poisson: -108.91 valid_0's tweedie: 95.082
[94] valid_0's poisson: -108.912 valid_0's tweedie: 95.081
[95] valid_0's poisson: -108.919 valid_0's tweedie: 95.0778
[96] valid_0's poisson: -108.926 valid_0's tweedie: 95.0752
[97] valid_0's poisson: -108.929 valid_0's tweedie: 95.0738
[98] valid_0's poisson: -108.939 valid_0's tweedie: 95.0692
[99] valid_0's poisson: -108.949 valid_0's tweedie: 95.065
[100] valid_0's poisson: -108.956 valid_0's tweedie: 95.0604
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=2, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -92.2101 valid_0's tweedie: 103.44
[2] valid_0's poisson: -95.5958 valid_0's tweedie: 101.781
[3] valid_0's poisson: -98.0791 valid_0's tweedie: 100.574
[4] valid_0's poisson: -99.9435 valid_0's tweedie: 99.627
[5] valid_0's poisson: -101.483 valid_0's tweedie: 98.8568
[6] valid_0's poisson: -102.633 valid_0's tweedie: 98.2959
[7] valid_0's poisson: -103.401 valid_0's tweedie: 97.8916
[8] valid_0's poisson: -104.191 valid_0's tweedie: 97.4965
[9] valid_0's poisson: -104.809 valid_0's tweedie: 97.1909
[10] valid_0's poisson: -105.298 valid_0's tweedie: 96.9368
[11] valid_0's poisson: -105.645 valid_0's tweedie: 96.7354
[12] valid_0's poisson: -105.968 valid_0's tweedie: 96.5835
[13] valid_0's poisson: -106.245 valid_0's tweedie: 96.4458
[14] valid_0's poisson: -106.474 valid_0's tweedie: 96.3252
[15] valid_0's poisson: -106.733 valid_0's tweedie: 96.206
[16] valid_0's poisson: -106.918 valid_0's tweedie: 96.1058
[17] valid_0's poisson: -107.103 valid_0's tweedie: 96.013
[18] valid_0's poisson: -107.231 valid_0's tweedie: 95.9465
[19] valid_0's poisson: -107.341 valid_0's tweedie: 95.8903
[20] valid_0's poisson: -107.46 valid_0's tweedie: 95.8305
[21] valid_0's poisson: -107.574 valid_0's tweedie: 95.776
[22] valid_0's poisson: -107.645 valid_0's tweedie: 95.7342
[23] valid_0's poisson: -107.695 valid_0's tweedie: 95.708
[24] valid_0's poisson: -107.768 valid_0's tweedie: 95.6626
[25] valid_0's poisson: -107.839 valid_0's tweedie: 95.6276
[26] valid_0's poisson: -107.893 valid_0's tweedie: 95.6049
[27] valid_0's poisson: -107.931 valid_0's tweedie: 95.583
[28] valid_0's poisson: -107.993 valid_0's tweedie: 95.543
[29] valid_0's poisson: -108.021 valid_0's tweedie: 95.5295
[30] valid_0's poisson: -108.043 valid_0's tweedie: 95.5167
[31] valid_0's poisson: -108.067 valid_0's tweedie: 95.5061
[32] valid_0's poisson: -108.112 valid_0's tweedie: 95.4831
[33] valid_0's poisson: -108.151 valid_0's tweedie: 95.4655
[34] valid_0's poisson: -108.177 valid_0's tweedie: 95.452
[35] valid_0's poisson: -108.2 valid_0's tweedie: 95.4366
[36] valid_0's poisson: -108.223 valid_0's tweedie: 95.4237
[37] valid_0's poisson: -108.244 valid_0's tweedie: 95.4125
[38] valid_0's poisson: -108.267 valid_0's tweedie: 95.4022
[39] valid_0's poisson: -108.289 valid_0's tweedie: 95.3866
[40] valid_0's poisson: -108.299 valid_0's tweedie: 95.3806
[41] valid_0's poisson: -108.32 valid_0's tweedie: 95.3701
[42] valid_0's poisson: -108.342 valid_0's tweedie: 95.3606
[43] valid_0's poisson: -108.359 valid_0's tweedie: 95.348
[44] valid_0's poisson: -108.398 valid_0's tweedie: 95.3302
[45] valid_0's poisson: -108.404 valid_0's tweedie: 95.3267
[46] valid_0's poisson: -108.414 valid_0's tweedie: 95.3203
[47] valid_0's poisson: -108.438 valid_0's tweedie: 95.3086
[48] valid_0's poisson: -108.466 valid_0's tweedie: 95.2966
[49] valid_0's poisson: -108.492 valid_0's tweedie: 95.2856
[50] valid_0's poisson: -108.498 valid_0's tweedie: 95.2823
[51] valid_0's poisson: -108.507 valid_0's tweedie: 95.2784
[52] valid_0's poisson: -108.512 valid_0's tweedie: 95.2764
[53] valid_0's poisson: -108.526 valid_0's tweedie: 95.2666
[54] valid_0's poisson: -108.547 valid_0's tweedie: 95.2569
[55] valid_0's poisson: -108.563 valid_0's tweedie: 95.2495
[56] valid_0's poisson: -108.574 valid_0's tweedie: 95.243
[57] valid_0's poisson: -108.575 valid_0's tweedie: 95.2418
[58] valid_0's poisson: -108.581 valid_0's tweedie: 95.2386
[59] valid_0's poisson: -108.588 valid_0's tweedie: 95.236
[60] valid_0's poisson: -108.593 valid_0's tweedie: 95.2341
[61] valid_0's poisson: -108.597 valid_0's tweedie: 95.2324
[62] valid_0's poisson: -108.601 valid_0's tweedie: 95.2302
[63] valid_0's poisson: -108.609 valid_0's tweedie: 95.2265
[64] valid_0's poisson: -108.622 valid_0's tweedie: 95.2208
[65] valid_0's poisson: -108.633 valid_0's tweedie: 95.216
[66] valid_0's poisson: -108.636 valid_0's tweedie: 95.2139
[67] valid_0's poisson: -108.651 valid_0's tweedie: 95.2074
[68] valid_0's poisson: -108.663 valid_0's tweedie: 95.1977
[69] valid_0's poisson: -108.674 valid_0's tweedie: 95.1922
[70] valid_0's poisson: -108.676 valid_0's tweedie: 95.1916
[71] valid_0's poisson: -108.681 valid_0's tweedie: 95.1894
[72] valid_0's poisson: -108.707 valid_0's tweedie: 95.1774
[73] valid_0's poisson: -108.717 valid_0's tweedie: 95.1735
[74] valid_0's poisson: -108.726 valid_0's tweedie: 95.1701
[75] valid_0's poisson: -108.736 valid_0's tweedie: 95.1656
[76] valid_0's poisson: -108.744 valid_0's tweedie: 95.1616
[77] valid_0's poisson: -108.751 valid_0's tweedie: 95.1563
[78] valid_0's poisson: -108.754 valid_0's tweedie: 95.1546
[79] valid_0's poisson: -108.762 valid_0's tweedie: 95.1507
[80] valid_0's poisson: -108.766 valid_0's tweedie: 95.1491
[81] valid_0's poisson: -108.785 valid_0's tweedie: 95.1398
[82] valid_0's poisson: -108.796 valid_0's tweedie: 95.1349
[83] valid_0's poisson: -108.801 valid_0's tweedie: 95.1326
[84] valid_0's poisson: -108.802 valid_0's tweedie: 95.1321
[85] valid_0's poisson: -108.815 valid_0's tweedie: 95.1259
[86] valid_0's poisson: -108.831 valid_0's tweedie: 95.1186
[87] valid_0's poisson: -108.836 valid_0's tweedie: 95.1146
[88] valid_0's poisson: -108.84 valid_0's tweedie: 95.1125
[89] valid_0's poisson: -108.845 valid_0's tweedie: 95.1106
[90] valid_0's poisson: -108.861 valid_0's tweedie: 95.1038
[91] valid_0's poisson: -108.87 valid_0's tweedie: 95.0998
[92] valid_0's poisson: -108.872 valid_0's tweedie: 95.0988
[93] valid_0's poisson: -108.881 valid_0's tweedie: 95.0949
[94] valid_0's poisson: -108.88 valid_0's tweedie: 95.0954
[95] valid_0's poisson: -108.895 valid_0's tweedie: 95.0892
[96] valid_0's poisson: -108.903 valid_0's tweedie: 95.0859
[97] valid_0's poisson: -108.908 valid_0's tweedie: 95.083
[98] valid_0's poisson: -108.915 valid_0's tweedie: 95.0797
[99] valid_0's poisson: -108.926 valid_0's tweedie: 95.0747
[100] valid_0's poisson: -108.926 valid_0's tweedie: 95.0743
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0.1, learning_rate=0.25, max_depth=2, tweedie_variance_power=1.2000000000000002; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3019 valid_0's tweedie: 13.7532
[2] valid_0's poisson: -87.4286 valid_0's tweedie: 13.7428
[3] valid_0's poisson: -87.5539 valid_0's tweedie: 13.7324
[4] valid_0's poisson: -87.6777 valid_0's tweedie: 13.7222
[5] valid_0's poisson: -87.8003 valid_0's tweedie: 13.712
[6] valid_0's poisson: -87.9213 valid_0's tweedie: 13.7019
[7] valid_0's poisson: -88.041 valid_0's tweedie: 13.6919
[8] valid_0's poisson: -88.1593 valid_0's tweedie: 13.682
[9] valid_0's poisson: -88.2764 valid_0's tweedie: 13.6721
[10] valid_0's poisson: -88.392 valid_0's tweedie: 13.6623
[11] valid_0's poisson: -88.5063 valid_0's tweedie: 13.6525
[12] valid_0's poisson: -88.6192 valid_0's tweedie: 13.6429
[13] valid_0's poisson: -88.7312 valid_0's tweedie: 13.6333
[14] valid_0's poisson: -88.8416 valid_0's tweedie: 13.6237
[15] valid_0's poisson: -88.9509 valid_0's tweedie: 13.6143
[16] valid_0's poisson: -89.0589 valid_0's tweedie: 13.6049
[17] valid_0's poisson: -89.1659 valid_0's tweedie: 13.5956
[18] valid_0's poisson: -89.2715 valid_0's tweedie: 13.5863
[19] valid_0's poisson: -89.3761 valid_0's tweedie: 13.5771
[20] valid_0's poisson: -89.4795 valid_0's tweedie: 13.568
[21] valid_0's poisson: -89.582 valid_0's tweedie: 13.559
[22] valid_0's poisson: -89.6832 valid_0's tweedie: 13.55
[23] valid_0's poisson: -89.7832 valid_0's tweedie: 13.541
[24] valid_0's poisson: -89.8822 valid_0's tweedie: 13.5322
[25] valid_0's poisson: -89.9801 valid_0's tweedie: 13.5234
[26] valid_0's poisson: -90.077 valid_0's tweedie: 13.5146
[27] valid_0's poisson: -90.1728 valid_0's tweedie: 13.506
[28] valid_0's poisson: -90.2675 valid_0's tweedie: 13.4974
[29] valid_0's poisson: -90.3614 valid_0's tweedie: 13.4888
[30] valid_0's poisson: -90.454 valid_0's tweedie: 13.4803
[31] valid_0's poisson: -90.5458 valid_0's tweedie: 13.4719
[32] valid_0's poisson: -90.6364 valid_0's tweedie: 13.4635
[33] valid_0's poisson: -90.7263 valid_0's tweedie: 13.4552
[34] valid_0's poisson: -90.815 valid_0's tweedie: 13.447
[35] valid_0's poisson: -90.9028 valid_0's tweedie: 13.4388
[36] valid_0's poisson: -90.9899 valid_0's tweedie: 13.4307
[37] valid_0's poisson: -91.0758 valid_0's tweedie: 13.4226
[38] valid_0's poisson: -91.1608 valid_0's tweedie: 13.4146
[39] valid_0's poisson: -91.2448 valid_0's tweedie: 13.4067
[40] valid_0's poisson: -91.3283 valid_0's tweedie: 13.3988
[41] valid_0's poisson: -91.4104 valid_0's tweedie: 13.3909
[42] valid_0's poisson: -91.492 valid_0's tweedie: 13.3832
[43] valid_0's poisson: -91.5728 valid_0's tweedie: 13.3755
[44] valid_0's poisson: -91.6523 valid_0's tweedie: 13.3678
[45] valid_0's poisson: -91.7313 valid_0's tweedie: 13.3602
[46] valid_0's poisson: -91.8092 valid_0's tweedie: 13.3527
[47] valid_0's poisson: -91.8866 valid_0's tweedie: 13.3452
[48] valid_0's poisson: -91.9631 valid_0's tweedie: 13.3377
[49] valid_0's poisson: -92.0385 valid_0's tweedie: 13.3304
[50] valid_0's poisson: -92.1136 valid_0's tweedie: 13.323
[51] valid_0's poisson: -92.1874 valid_0's tweedie: 13.3158
[52] valid_0's poisson: -92.2607 valid_0's tweedie: 13.3085
[53] valid_0's poisson: -92.3333 valid_0's tweedie: 13.3014
[54] valid_0's poisson: -92.4046 valid_0's tweedie: 13.2943
[55] valid_0's poisson: -92.4754 valid_0's tweedie: 13.2873
[56] valid_0's poisson: -92.5455 valid_0's tweedie: 13.2803
[57] valid_0's poisson: -92.6148 valid_0's tweedie: 13.2734
[58] valid_0's poisson: -92.6837 valid_0's tweedie: 13.2665
[59] valid_0's poisson: -92.7514 valid_0's tweedie: 13.2597
[60] valid_0's poisson: -92.8185 valid_0's tweedie: 13.253
[61] valid_0's poisson: -92.8853 valid_0's tweedie: 13.2462
[62] valid_0's poisson: -92.9511 valid_0's tweedie: 13.2396
[63] valid_0's poisson: -93.016 valid_0's tweedie: 13.233
[64] valid_0's poisson: -93.0805 valid_0's tweedie: 13.2264
[65] valid_0's poisson: -93.1448 valid_0's tweedie: 13.2199
[66] valid_0's poisson: -93.208 valid_0's tweedie: 13.2134
[67] valid_0's poisson: -93.2704 valid_0's tweedie: 13.207
[68] valid_0's poisson: -93.3327 valid_0's tweedie: 13.2006
[69] valid_0's poisson: -93.3945 valid_0's tweedie: 13.1942
[70] valid_0's poisson: -93.4552 valid_0's tweedie: 13.1879
[71] valid_0's poisson: -93.5161 valid_0's tweedie: 13.1816
[72] valid_0's poisson: -93.5757 valid_0's tweedie: 13.1754
[73] valid_0's poisson: -93.635 valid_0's tweedie: 13.1692
[74] valid_0's poisson: -93.6965 valid_0's tweedie: 13.1627
[75] valid_0's poisson: -93.7566 valid_0's tweedie: 13.1564
[76] valid_0's poisson: -93.8143 valid_0's tweedie: 13.1504
[77] valid_0's poisson: -93.8739 valid_0's tweedie: 13.1441
[78] valid_0's poisson: -93.9302 valid_0's tweedie: 13.1382
[79] valid_0's poisson: -93.9887 valid_0's tweedie: 13.132
[80] valid_0's poisson: -94.0439 valid_0's tweedie: 13.1261
[81] valid_0's poisson: -94.1006 valid_0's tweedie: 13.1201
[82] valid_0's poisson: -94.1573 valid_0's tweedie: 13.114
[83] valid_0's poisson: -94.2132 valid_0's tweedie: 13.1082
[84] valid_0's poisson: -94.2685 valid_0's tweedie: 13.1024
[85] valid_0's poisson: -94.3232 valid_0's tweedie: 13.0967
[86] valid_0's poisson: -94.3774 valid_0's tweedie: 13.0911
[87] valid_0's poisson: -94.4311 valid_0's tweedie: 13.0854
[88] valid_0's poisson: -94.4842 valid_0's tweedie: 13.0799
[89] valid_0's poisson: -94.5368 valid_0's tweedie: 13.0743
[90] valid_0's poisson: -94.5889 valid_0's tweedie: 13.0688
[91] valid_0's poisson: -94.6404 valid_0's tweedie: 13.0634
[92] valid_0's poisson: -94.6913 valid_0's tweedie: 13.058
[93] valid_0's poisson: -94.7405 valid_0's tweedie: 13.0525
[94] valid_0's poisson: -94.7906 valid_0's tweedie: 13.0472
[95] valid_0's poisson: -94.8403 valid_0's tweedie: 13.0419
[96] valid_0's poisson: -94.8895 valid_0's tweedie: 13.0367
[97] valid_0's poisson: -94.938 valid_0's tweedie: 13.0314
[98] valid_0's poisson: -94.9862 valid_0's tweedie: 13.0263
[99] valid_0's poisson: -95.0336 valid_0's tweedie: 13.0211
[100] valid_0's poisson: -95.0809 valid_0's tweedie: 13.0161
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=2, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.3029 valid_0's tweedie: 13.7531
[2] valid_0's poisson: -87.4304 valid_0's tweedie: 13.7426
[3] valid_0's poisson: -87.5564 valid_0's tweedie: 13.7322
[4] valid_0's poisson: -87.6808 valid_0's tweedie: 13.722
[5] valid_0's poisson: -87.8041 valid_0's tweedie: 13.7117
[6] valid_0's poisson: -87.9257 valid_0's tweedie: 13.7016
[7] valid_0's poisson: -88.0461 valid_0's tweedie: 13.6915
[8] valid_0's poisson: -88.165 valid_0's tweedie: 13.6815
[9] valid_0's poisson: -88.2826 valid_0's tweedie: 13.6716
[10] valid_0's poisson: -88.399 valid_0's tweedie: 13.6617
[11] valid_0's poisson: -88.514 valid_0's tweedie: 13.6519
[12] valid_0's poisson: -88.6277 valid_0's tweedie: 13.6422
[13] valid_0's poisson: -88.7401 valid_0's tweedie: 13.6326
[14] valid_0's poisson: -88.8514 valid_0's tweedie: 13.623
[15] valid_0's poisson: -88.9613 valid_0's tweedie: 13.6135
[16] valid_0's poisson: -89.0699 valid_0's tweedie: 13.604
[17] valid_0's poisson: -89.1774 valid_0's tweedie: 13.5947
[18] valid_0's poisson: -89.2837 valid_0's tweedie: 13.5854
[19] valid_0's poisson: -89.3888 valid_0's tweedie: 13.5761
[20] valid_0's poisson: -89.4927 valid_0's tweedie: 13.567
[21] valid_0's poisson: -89.5954 valid_0's tweedie: 13.5579
[22] valid_0's poisson: -89.6971 valid_0's tweedie: 13.5488
[23] valid_0's poisson: -89.7976 valid_0's tweedie: 13.5399
[24] valid_0's poisson: -89.8969 valid_0's tweedie: 13.531
[25] valid_0's poisson: -89.9952 valid_0's tweedie: 13.5222
[26] valid_0's poisson: -90.0925 valid_0's tweedie: 13.5134
[27] valid_0's poisson: -90.1885 valid_0's tweedie: 13.5047
[28] valid_0's poisson: -90.2835 valid_0's tweedie: 13.496
[29] valid_0's poisson: -90.3775 valid_0's tweedie: 13.4875
[30] valid_0's poisson: -90.4705 valid_0's tweedie: 13.4789
[31] valid_0's poisson: -90.5624 valid_0's tweedie: 13.4705
[32] valid_0's poisson: -90.6533 valid_0's tweedie: 13.4621
[33] valid_0's poisson: -90.7432 valid_0's tweedie: 13.4538
[34] valid_0's poisson: -90.8322 valid_0's tweedie: 13.4455
[35] valid_0's poisson: -90.9202 valid_0's tweedie: 13.4373
[36] valid_0's poisson: -91.0071 valid_0's tweedie: 13.4292
[37] valid_0's poisson: -91.0933 valid_0's tweedie: 13.4211
[38] valid_0's poisson: -91.1783 valid_0's tweedie: 13.4131
[39] valid_0's poisson: -91.2627 valid_0's tweedie: 13.4052
[40] valid_0's poisson: -91.346 valid_0's tweedie: 13.3973
[41] valid_0's poisson: -91.4287 valid_0's tweedie: 13.3894
[42] valid_0's poisson: -91.5102 valid_0's tweedie: 13.3816
[43] valid_0's poisson: -91.5911 valid_0's tweedie: 13.3739
[44] valid_0's poisson: -91.6713 valid_0's tweedie: 13.3663
[45] valid_0's poisson: -91.7502 valid_0's tweedie: 13.3586
[46] valid_0's poisson: -91.8286 valid_0's tweedie: 13.3511
[47] valid_0's poisson: -91.9058 valid_0's tweedie: 13.3436
[48] valid_0's poisson: -91.9827 valid_0's tweedie: 13.3361
[49] valid_0's poisson: -92.0585 valid_0's tweedie: 13.3287
[50] valid_0's poisson: -92.1337 valid_0's tweedie: 13.3214
[51] valid_0's poisson: -92.2082 valid_0's tweedie: 13.3141
[52] valid_0's poisson: -92.2817 valid_0's tweedie: 13.3069
[53] valid_0's poisson: -92.3545 valid_0's tweedie: 13.2997
[54] valid_0's poisson: -92.4267 valid_0's tweedie: 13.2925
[55] valid_0's poisson: -92.498 valid_0's tweedie: 13.2855
[56] valid_0's poisson: -92.5686 valid_0's tweedie: 13.2785
[57] valid_0's poisson: -92.6383 valid_0's tweedie: 13.2715
[58] valid_0's poisson: -92.7076 valid_0's tweedie: 13.2646
[59] valid_0's poisson: -92.7759 valid_0's tweedie: 13.2577
[60] valid_0's poisson: -92.8436 valid_0's tweedie: 13.2509
[61] valid_0's poisson: -92.9107 valid_0's tweedie: 13.2441
[62] valid_0's poisson: -92.977 valid_0's tweedie: 13.2374
[63] valid_0's poisson: -93.0427 valid_0's tweedie: 13.2307
[64] valid_0's poisson: -93.1077 valid_0's tweedie: 13.2241
[65] valid_0's poisson: -93.172 valid_0's tweedie: 13.2176
[66] valid_0's poisson: -93.2357 valid_0's tweedie: 13.2111
[67] valid_0's poisson: -93.2987 valid_0's tweedie: 13.2046
[68] valid_0's poisson: -93.3611 valid_0's tweedie: 13.1982
[69] valid_0's poisson: -93.4227 valid_0's tweedie: 13.1918
[70] valid_0's poisson: -93.4838 valid_0's tweedie: 13.1855
[71] valid_0's poisson: -93.547 valid_0's tweedie: 13.179
[72] valid_0's poisson: -93.6071 valid_0's tweedie: 13.1727
[73] valid_0's poisson: -93.669 valid_0's tweedie: 13.1663
[74] valid_0's poisson: -93.7279 valid_0's tweedie: 13.1602
[75] valid_0's poisson: -93.7885 valid_0's tweedie: 13.1538
[76] valid_0's poisson: -93.8462 valid_0's tweedie: 13.1478
[77] valid_0's poisson: -93.9057 valid_0's tweedie: 13.1415
[78] valid_0's poisson: -93.9645 valid_0's tweedie: 13.1353
[79] valid_0's poisson: -94.0206 valid_0's tweedie: 13.1294
[80] valid_0's poisson: -94.0784 valid_0's tweedie: 13.1232
[81] valid_0's poisson: -94.1334 valid_0's tweedie: 13.1174
[82] valid_0's poisson: -94.1901 valid_0's tweedie: 13.1113
[83] valid_0's poisson: -94.2441 valid_0's tweedie: 13.1056
[84] valid_0's poisson: -94.2996 valid_0's tweedie: 13.0996
[85] valid_0's poisson: -94.3549 valid_0's tweedie: 13.0936
[86] valid_0's poisson: -94.4075 valid_0's tweedie: 13.088
[87] valid_0's poisson: -94.4613 valid_0's tweedie: 13.0821
[88] valid_0's poisson: -94.513 valid_0's tweedie: 13.0766
[89] valid_0's poisson: -94.5658 valid_0's tweedie: 13.0708
[90] valid_0's poisson: -94.6164 valid_0's tweedie: 13.0653
[91] valid_0's poisson: -94.6682 valid_0's tweedie: 13.0596
[92] valid_0's poisson: -94.7199 valid_0's tweedie: 13.054
[93] valid_0's poisson: -94.7691 valid_0's tweedie: 13.0486
[94] valid_0's poisson: -94.8202 valid_0's tweedie: 13.043
[95] valid_0's poisson: -94.8684 valid_0's tweedie: 13.0377
[96] valid_0's poisson: -94.9185 valid_0's tweedie: 13.0321
[97] valid_0's poisson: -94.968 valid_0's tweedie: 13.0268
[98] valid_0's poisson: -95.017 valid_0's tweedie: 13.0215
[99] valid_0's poisson: -95.0655 valid_0's tweedie: 13.0163
[100] valid_0's poisson: -95.1133 valid_0's tweedie: 13.0111
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=2, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2979 valid_0's tweedie: 13.7535
[2] valid_0's poisson: -87.4249 valid_0's tweedie: 13.7431
[3] valid_0's poisson: -87.5503 valid_0's tweedie: 13.7328
[4] valid_0's poisson: -87.6743 valid_0's tweedie: 13.7226
[5] valid_0's poisson: -87.7969 valid_0's tweedie: 13.7124
[6] valid_0's poisson: -87.9182 valid_0's tweedie: 13.7023
[7] valid_0's poisson: -88.038 valid_0's tweedie: 13.6923
[8] valid_0's poisson: -88.1565 valid_0's tweedie: 13.6823
[9] valid_0's poisson: -88.2735 valid_0's tweedie: 13.6725
[10] valid_0's poisson: -88.3891 valid_0's tweedie: 13.6627
[11] valid_0's poisson: -88.5037 valid_0's tweedie: 13.6529
[12] valid_0's poisson: -88.6168 valid_0's tweedie: 13.6433
[13] valid_0's poisson: -88.7287 valid_0's tweedie: 13.6337
[14] valid_0's poisson: -88.8393 valid_0's tweedie: 13.6242
[15] valid_0's poisson: -88.9487 valid_0's tweedie: 13.6147
[16] valid_0's poisson: -89.057 valid_0's tweedie: 13.6053
[17] valid_0's poisson: -89.1639 valid_0's tweedie: 13.596
[18] valid_0's poisson: -89.2697 valid_0's tweedie: 13.5868
[19] valid_0's poisson: -89.3743 valid_0's tweedie: 13.5776
[20] valid_0's poisson: -89.4778 valid_0's tweedie: 13.5685
[21] valid_0's poisson: -89.5801 valid_0's tweedie: 13.5594
[22] valid_0's poisson: -89.6812 valid_0's tweedie: 13.5505
[23] valid_0's poisson: -89.7813 valid_0's tweedie: 13.5415
[24] valid_0's poisson: -89.8802 valid_0's tweedie: 13.5327
[25] valid_0's poisson: -89.9781 valid_0's tweedie: 13.5239
[26] valid_0's poisson: -90.0749 valid_0's tweedie: 13.5152
[27] valid_0's poisson: -90.1705 valid_0's tweedie: 13.5065
[28] valid_0's poisson: -90.2652 valid_0's tweedie: 13.4979
[29] valid_0's poisson: -90.3588 valid_0's tweedie: 13.4894
[30] valid_0's poisson: -90.4514 valid_0's tweedie: 13.4809
[31] valid_0's poisson: -90.543 valid_0's tweedie: 13.4725
[32] valid_0's poisson: -90.6335 valid_0's tweedie: 13.4642
[33] valid_0's poisson: -90.7231 valid_0's tweedie: 13.4559
[34] valid_0's poisson: -90.8117 valid_0's tweedie: 13.4477
[35] valid_0's poisson: -90.8993 valid_0's tweedie: 13.4395
[36] valid_0's poisson: -90.986 valid_0's tweedie: 13.4314
[37] valid_0's poisson: -91.072 valid_0's tweedie: 13.4233
[38] valid_0's poisson: -91.1568 valid_0's tweedie: 13.4153
[39] valid_0's poisson: -91.2407 valid_0's tweedie: 13.4074
[40] valid_0's poisson: -91.3239 valid_0's tweedie: 13.3996
[41] valid_0's poisson: -91.4061 valid_0's tweedie: 13.3918
[42] valid_0's poisson: -91.4873 valid_0's tweedie: 13.384
[43] valid_0's poisson: -91.5677 valid_0's tweedie: 13.3763
[44] valid_0's poisson: -91.6476 valid_0's tweedie: 13.3687
[45] valid_0's poisson: -91.7263 valid_0's tweedie: 13.3612
[46] valid_0's poisson: -91.8042 valid_0's tweedie: 13.3536
[47] valid_0's poisson: -91.8816 valid_0's tweedie: 13.3462
[48] valid_0's poisson: -91.9579 valid_0's tweedie: 13.3387
[49] valid_0's poisson: -92.0334 valid_0's tweedie: 13.3314
[50] valid_0's poisson: -92.1081 valid_0's tweedie: 13.3241
[51] valid_0's poisson: -92.1824 valid_0's tweedie: 13.3168
[52] valid_0's poisson: -92.2556 valid_0's tweedie: 13.3097
[53] valid_0's poisson: -92.3279 valid_0's tweedie: 13.3025
[54] valid_0's poisson: -92.4 valid_0's tweedie: 13.2954
[55] valid_0's poisson: -92.4709 valid_0's tweedie: 13.2884
[56] valid_0's poisson: -92.5411 valid_0's tweedie: 13.2814
[57] valid_0's poisson: -92.6109 valid_0's tweedie: 13.2744
[58] valid_0's poisson: -92.6797 valid_0's tweedie: 13.2676
[59] valid_0's poisson: -92.7484 valid_0's tweedie: 13.2606
[60] valid_0's poisson: -92.8162 valid_0's tweedie: 13.2538
[61] valid_0's poisson: -92.8829 valid_0's tweedie: 13.2471
[62] valid_0's poisson: -92.9495 valid_0's tweedie: 13.2404
[63] valid_0's poisson: -93.015 valid_0's tweedie: 13.2337
[64] valid_0's poisson: -93.0805 valid_0's tweedie: 13.227
[65] valid_0's poisson: -93.1447 valid_0's tweedie: 13.2205
[66] valid_0's poisson: -93.2081 valid_0's tweedie: 13.214
[67] valid_0's poisson: -93.2714 valid_0's tweedie: 13.2075
[68] valid_0's poisson: -93.3339 valid_0's tweedie: 13.2011
[69] valid_0's poisson: -93.3953 valid_0's tweedie: 13.1948
[70] valid_0's poisson: -93.4562 valid_0's tweedie: 13.1885
[71] valid_0's poisson: -93.5173 valid_0's tweedie: 13.1822
[72] valid_0's poisson: -93.577 valid_0's tweedie: 13.176
[73] valid_0's poisson: -93.6366 valid_0's tweedie: 13.1698
[74] valid_0's poisson: -93.6985 valid_0's tweedie: 13.1633
[75] valid_0's poisson: -93.7597 valid_0's tweedie: 13.1569
[76] valid_0's poisson: -93.8176 valid_0's tweedie: 13.1508
[77] valid_0's poisson: -93.8776 valid_0's tweedie: 13.1445
[78] valid_0's poisson: -93.934 valid_0's tweedie: 13.1385
[79] valid_0's poisson: -93.9929 valid_0's tweedie: 13.1323
[80] valid_0's poisson: -94.0483 valid_0's tweedie: 13.1264
[81] valid_0's poisson: -94.1055 valid_0's tweedie: 13.1203
[82] valid_0's poisson: -94.1626 valid_0's tweedie: 13.1142
[83] valid_0's poisson: -94.2168 valid_0's tweedie: 13.1085
[84] valid_0's poisson: -94.2724 valid_0's tweedie: 13.1027
[85] valid_0's poisson: -94.3274 valid_0's tweedie: 13.097
[86] valid_0's poisson: -94.3819 valid_0's tweedie: 13.0913
[87] valid_0's poisson: -94.4358 valid_0's tweedie: 13.0857
[88] valid_0's poisson: -94.4892 valid_0's tweedie: 13.0801
[89] valid_0's poisson: -94.542 valid_0's tweedie: 13.0745
[90] valid_0's poisson: -94.5944 valid_0's tweedie: 13.069
[91] valid_0's poisson: -94.6462 valid_0's tweedie: 13.0636
[92] valid_0's poisson: -94.6973 valid_0's tweedie: 13.0581
[93] valid_0's poisson: -94.7481 valid_0's tweedie: 13.0527
[94] valid_0's poisson: -94.7982 valid_0's tweedie: 13.0474
[95] valid_0's poisson: -94.8481 valid_0's tweedie: 13.0421
[96] valid_0's poisson: -94.8974 valid_0's tweedie: 13.0368
[97] valid_0's poisson: -94.945 valid_0's tweedie: 13.0316
[98] valid_0's poisson: -94.9944 valid_0's tweedie: 13.026
[99] valid_0's poisson: -95.0428 valid_0's tweedie: 13.0209
[100] valid_0's poisson: -95.0907 valid_0's tweedie: 13.0159
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=2, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.304 valid_0's tweedie: 13.753
[2] valid_0's poisson: -87.4305 valid_0's tweedie: 13.7426
[3] valid_0's poisson: -87.5556 valid_0's tweedie: 13.7323
[4] valid_0's poisson: -87.6792 valid_0's tweedie: 13.722
[5] valid_0's poisson: -87.8015 valid_0's tweedie: 13.7119
[6] valid_0's poisson: -87.9223 valid_0's tweedie: 13.7018
[7] valid_0's poisson: -88.0418 valid_0's tweedie: 13.6918
[8] valid_0's poisson: -88.1599 valid_0's tweedie: 13.6818
[9] valid_0's poisson: -88.2767 valid_0's tweedie: 13.6719
[10] valid_0's poisson: -88.3922 valid_0's tweedie: 13.6621
[11] valid_0's poisson: -88.5062 valid_0's tweedie: 13.6524
[12] valid_0's poisson: -88.6191 valid_0's tweedie: 13.6428
[13] valid_0's poisson: -88.7307 valid_0's tweedie: 13.6332
[14] valid_0's poisson: -88.8409 valid_0's tweedie: 13.6237
[15] valid_0's poisson: -88.9501 valid_0's tweedie: 13.6142
[16] valid_0's poisson: -89.0579 valid_0's tweedie: 13.6048
[17] valid_0's poisson: -89.1646 valid_0's tweedie: 13.5955
[18] valid_0's poisson: -89.2701 valid_0's tweedie: 13.5863
[19] valid_0's poisson: -89.3744 valid_0's tweedie: 13.5771
[20] valid_0's poisson: -89.4776 valid_0's tweedie: 13.568
[21] valid_0's poisson: -89.5796 valid_0's tweedie: 13.5589
[22] valid_0's poisson: -89.6805 valid_0's tweedie: 13.5499
[23] valid_0's poisson: -89.7802 valid_0's tweedie: 13.541
[24] valid_0's poisson: -89.8789 valid_0's tweedie: 13.5322
[25] valid_0's poisson: -89.9764 valid_0's tweedie: 13.5234
[26] valid_0's poisson: -90.0729 valid_0's tweedie: 13.5147
[27] valid_0's poisson: -90.1683 valid_0's tweedie: 13.506
[28] valid_0's poisson: -90.2627 valid_0's tweedie: 13.4974
[29] valid_0's poisson: -90.3561 valid_0's tweedie: 13.4889
[30] valid_0's poisson: -90.4484 valid_0's tweedie: 13.4804
[31] valid_0's poisson: -90.54 valid_0's tweedie: 13.472
[32] valid_0's poisson: -90.6303 valid_0's tweedie: 13.4636
[33] valid_0's poisson: -90.7202 valid_0's tweedie: 13.4553
[34] valid_0's poisson: -90.8086 valid_0's tweedie: 13.4471
[35] valid_0's poisson: -90.8964 valid_0's tweedie: 13.4389
[36] valid_0's poisson: -90.9828 valid_0's tweedie: 13.4308
[37] valid_0's poisson: -91.069 valid_0's tweedie: 13.4228
[38] valid_0's poisson: -91.1536 valid_0's tweedie: 13.4148
[39] valid_0's poisson: -91.2377 valid_0's tweedie: 13.4068
[40] valid_0's poisson: -91.3208 valid_0's tweedie: 13.3989
[41] valid_0's poisson: -91.4031 valid_0's tweedie: 13.3911
[42] valid_0's poisson: -91.4845 valid_0's tweedie: 13.3833
[43] valid_0's poisson: -91.5647 valid_0's tweedie: 13.3756
[44] valid_0's poisson: -91.6443 valid_0's tweedie: 13.368
[45] valid_0's poisson: -91.7232 valid_0's tweedie: 13.3604
[46] valid_0's poisson: -91.8009 valid_0's tweedie: 13.3529
[47] valid_0's poisson: -91.8779 valid_0's tweedie: 13.3454
[48] valid_0's poisson: -91.9543 valid_0's tweedie: 13.338
[49] valid_0's poisson: -92.0296 valid_0's tweedie: 13.3306
[50] valid_0's poisson: -92.1042 valid_0's tweedie: 13.3234
[51] valid_0's poisson: -92.1788 valid_0's tweedie: 13.316
[52] valid_0's poisson: -92.2519 valid_0's tweedie: 13.3088
[53] valid_0's poisson: -92.3241 valid_0's tweedie: 13.3017
[54] valid_0's poisson: -92.396 valid_0's tweedie: 13.2946
[55] valid_0's poisson: -92.4674 valid_0's tweedie: 13.2874
[56] valid_0's poisson: -92.5376 valid_0's tweedie: 13.2805
[57] valid_0's poisson: -92.607 valid_0's tweedie: 13.2735
[58] valid_0's poisson: -92.6765 valid_0's tweedie: 13.2665
[59] valid_0's poisson: -92.7446 valid_0's tweedie: 13.2597
[60] valid_0's poisson: -92.8124 valid_0's tweedie: 13.2528
[61] valid_0's poisson: -92.8794 valid_0's tweedie: 13.2461
[62] valid_0's poisson: -92.9456 valid_0's tweedie: 13.2394
[63] valid_0's poisson: -93.0114 valid_0's tweedie: 13.2327
[64] valid_0's poisson: -93.0764 valid_0's tweedie: 13.2261
[65] valid_0's poisson: -93.1404 valid_0's tweedie: 13.2195
[66] valid_0's poisson: -93.2042 valid_0's tweedie: 13.2129
[67] valid_0's poisson: -93.2673 valid_0's tweedie: 13.2065
[68] valid_0's poisson: -93.3298 valid_0's tweedie: 13.2
[69] valid_0's poisson: -93.3913 valid_0's tweedie: 13.1937
[70] valid_0's poisson: -93.4522 valid_0's tweedie: 13.1874
[71] valid_0's poisson: -93.5131 valid_0's tweedie: 13.181
[72] valid_0's poisson: -93.5728 valid_0's tweedie: 13.1748
[73] valid_0's poisson: -93.6317 valid_0's tweedie: 13.1687
[74] valid_0's poisson: -93.6905 valid_0's tweedie: 13.1626
[75] valid_0's poisson: -93.7488 valid_0's tweedie: 13.1564
[76] valid_0's poisson: -93.8061 valid_0's tweedie: 13.1504
[77] valid_0's poisson: -93.8662 valid_0's tweedie: 13.1441
[78] valid_0's poisson: -93.9249 valid_0's tweedie: 13.138
[79] valid_0's poisson: -93.9829 valid_0's tweedie: 13.1321
[80] valid_0's poisson: -94.0387 valid_0's tweedie: 13.1261
[81] valid_0's poisson: -94.0966 valid_0's tweedie: 13.1199
[82] valid_0's poisson: -94.153 valid_0's tweedie: 13.1141
[83] valid_0's poisson: -94.2089 valid_0's tweedie: 13.1083
[84] valid_0's poisson: -94.2643 valid_0's tweedie: 13.1025
[85] valid_0's poisson: -94.319 valid_0's tweedie: 13.0968
[86] valid_0's poisson: -94.3733 valid_0's tweedie: 13.0912
[87] valid_0's poisson: -94.4268 valid_0's tweedie: 13.0855
[88] valid_0's poisson: -94.48 valid_0's tweedie: 13.0799
[89] valid_0's poisson: -94.5324 valid_0's tweedie: 13.0744
[90] valid_0's poisson: -94.5846 valid_0's tweedie: 13.0689
[91] valid_0's poisson: -94.636 valid_0's tweedie: 13.0634
[92] valid_0's poisson: -94.6872 valid_0's tweedie: 13.058
[93] valid_0's poisson: -94.7382 valid_0's tweedie: 13.0525
[94] valid_0's poisson: -94.7883 valid_0's tweedie: 13.0472
[95] valid_0's poisson: -94.838 valid_0's tweedie: 13.0419
[96] valid_0's poisson: -94.8875 valid_0's tweedie: 13.0366
[97] valid_0's poisson: -94.9363 valid_0's tweedie: 13.0314
[98] valid_0's poisson: -94.9848 valid_0's tweedie: 13.0261
[99] valid_0's poisson: -95.0327 valid_0's tweedie: 13.021
[100] valid_0's poisson: -95.0804 valid_0's tweedie: 13.016
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=2, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -87.2927 valid_0's tweedie: 13.7539
[2] valid_0's poisson: -87.4204 valid_0's tweedie: 13.7435
[3] valid_0's poisson: -87.5465 valid_0's tweedie: 13.7332
[4] valid_0's poisson: -87.6713 valid_0's tweedie: 13.7229
[5] valid_0's poisson: -87.7946 valid_0's tweedie: 13.7127
[6] valid_0's poisson: -87.9163 valid_0's tweedie: 13.7026
[7] valid_0's poisson: -88.0369 valid_0's tweedie: 13.6925
[8] valid_0's poisson: -88.1559 valid_0's tweedie: 13.6826
[9] valid_0's poisson: -88.2736 valid_0's tweedie: 13.6727
[10] valid_0's poisson: -88.3901 valid_0's tweedie: 13.6628
[11] valid_0's poisson: -88.5051 valid_0's tweedie: 13.6531
[12] valid_0's poisson: -88.619 valid_0's tweedie: 13.6434
[13] valid_0's poisson: -88.7315 valid_0's tweedie: 13.6338
[14] valid_0's poisson: -88.8427 valid_0's tweedie: 13.6242
[15] valid_0's poisson: -88.9528 valid_0's tweedie: 13.6147
[16] valid_0's poisson: -89.0615 valid_0's tweedie: 13.6053
[17] valid_0's poisson: -89.1691 valid_0's tweedie: 13.5959
[18] valid_0's poisson: -89.2755 valid_0's tweedie: 13.5867
[19] valid_0's poisson: -89.3806 valid_0's tweedie: 13.5775
[20] valid_0's poisson: -89.4847 valid_0's tweedie: 13.5683
[21] valid_0's poisson: -89.5875 valid_0's tweedie: 13.5592
[22] valid_0's poisson: -89.6892 valid_0's tweedie: 13.5502
[23] valid_0's poisson: -89.7898 valid_0's tweedie: 13.5413
[24] valid_0's poisson: -89.8892 valid_0's tweedie: 13.5324
[25] valid_0's poisson: -89.9876 valid_0's tweedie: 13.5236
[26] valid_0's poisson: -90.0848 valid_0's tweedie: 13.5148
[27] valid_0's poisson: -90.1817 valid_0's tweedie: 13.5061
[28] valid_0's poisson: -90.2768 valid_0's tweedie: 13.4974
[29] valid_0's poisson: -90.3709 valid_0's tweedie: 13.4889
[30] valid_0's poisson: -90.4646 valid_0's tweedie: 13.4803
[31] valid_0's poisson: -90.5566 valid_0's tweedie: 13.4719
[32] valid_0's poisson: -90.6476 valid_0's tweedie: 13.4635
[33] valid_0's poisson: -90.7374 valid_0's tweedie: 13.4552
[34] valid_0's poisson: -90.8271 valid_0's tweedie: 13.4469
[35] valid_0's poisson: -90.915 valid_0's tweedie: 13.4388
[36] valid_0's poisson: -91.0029 valid_0's tweedie: 13.4306
[37] valid_0's poisson: -91.089 valid_0's tweedie: 13.4225
[38] valid_0's poisson: -91.1749 valid_0's tweedie: 13.4144
[39] valid_0's poisson: -91.2592 valid_0's tweedie: 13.4065
[40] valid_0's poisson: -91.3426 valid_0's tweedie: 13.3987
[41] valid_0's poisson: -91.4259 valid_0's tweedie: 13.3907
[42] valid_0's poisson: -91.5076 valid_0's tweedie: 13.383
[43] valid_0's poisson: -91.5886 valid_0's tweedie: 13.3752
[44] valid_0's poisson: -91.6686 valid_0's tweedie: 13.3676
[45] valid_0's poisson: -91.7485 valid_0's tweedie: 13.3599
[46] valid_0's poisson: -91.8271 valid_0's tweedie: 13.3524
[47] valid_0's poisson: -91.9053 valid_0's tweedie: 13.3448
[48] valid_0's poisson: -91.982 valid_0's tweedie: 13.3374
[49] valid_0's poisson: -92.058 valid_0's tweedie: 13.33
[50] valid_0's poisson: -92.134 valid_0's tweedie: 13.3225
[51] valid_0's poisson: -92.2084 valid_0's tweedie: 13.3153
[52] valid_0's poisson: -92.2827 valid_0's tweedie: 13.308
[53] valid_0's poisson: -92.3558 valid_0's tweedie: 13.3008
[54] valid_0's poisson: -92.428 valid_0's tweedie: 13.2936
[55] valid_0's poisson: -92.4994 valid_0's tweedie: 13.2866
[56] valid_0's poisson: -92.5709 valid_0's tweedie: 13.2795
[57] valid_0's poisson: -92.6408 valid_0's tweedie: 13.2725
[58] valid_0's poisson: -92.7101 valid_0's tweedie: 13.2656
[59] valid_0's poisson: -92.7791 valid_0's tweedie: 13.2587
[60] valid_0's poisson: -92.8472 valid_0's tweedie: 13.2518
[61] valid_0's poisson: -92.9148 valid_0's tweedie: 13.245
[62] valid_0's poisson: -92.9813 valid_0's tweedie: 13.2383
[63] valid_0's poisson: -93.0474 valid_0's tweedie: 13.2316
[64] valid_0's poisson: -93.1125 valid_0's tweedie: 13.225
[65] valid_0's poisson: -93.1775 valid_0's tweedie: 13.2183
[66] valid_0's poisson: -93.2416 valid_0's tweedie: 13.2118
[67] valid_0's poisson: -93.3052 valid_0's tweedie: 13.2052
[68] valid_0's poisson: -93.3678 valid_0's tweedie: 13.1988
[69] valid_0's poisson: -93.4299 valid_0's tweedie: 13.1925
[70] valid_0's poisson: -93.4916 valid_0's tweedie: 13.186
[71] valid_0's poisson: -93.5523 valid_0's tweedie: 13.1798
[72] valid_0's poisson: -93.6131 valid_0's tweedie: 13.1734
[73] valid_0's poisson: -93.6726 valid_0's tweedie: 13.1672
[74] valid_0's poisson: -93.7315 valid_0's tweedie: 13.1611
[75] valid_0's poisson: -93.7902 valid_0's tweedie: 13.155
[76] valid_0's poisson: -93.8501 valid_0's tweedie: 13.1489
[77] valid_0's poisson: -93.9095 valid_0's tweedie: 13.1427
[78] valid_0's poisson: -93.9683 valid_0's tweedie: 13.1367
[79] valid_0's poisson: -94.0264 valid_0's tweedie: 13.1308
[80] valid_0's poisson: -94.084 valid_0's tweedie: 13.1248
[81] valid_0's poisson: -94.141 valid_0's tweedie: 13.1189
[82] valid_0's poisson: -94.1979 valid_0's tweedie: 13.113
[83] valid_0's poisson: -94.2523 valid_0's tweedie: 13.1071
[84] valid_0's poisson: -94.3077 valid_0's tweedie: 13.1014
[85] valid_0's poisson: -94.3626 valid_0's tweedie: 13.0957
[86] valid_0's poisson: -94.4169 valid_0's tweedie: 13.09
[87] valid_0's poisson: -94.4711 valid_0's tweedie: 13.0843
[88] valid_0's poisson: -94.5243 valid_0's tweedie: 13.0787
[89] valid_0's poisson: -94.577 valid_0's tweedie: 13.0732
[90] valid_0's poisson: -94.6293 valid_0's tweedie: 13.0677
[91] valid_0's poisson: -94.6814 valid_0's tweedie: 13.0621
[92] valid_0's poisson: -94.7326 valid_0's tweedie: 13.0567
[93] valid_0's poisson: -94.7833 valid_0's tweedie: 13.0514
[94] valid_0's poisson: -94.8324 valid_0's tweedie: 13.0459
[95] valid_0's poisson: -94.8822 valid_0's tweedie: 13.0407
[96] valid_0's poisson: -94.9319 valid_0's tweedie: 13.0353
[97] valid_0's poisson: -94.9807 valid_0's tweedie: 13.0301
[98] valid_0's poisson: -95.029 valid_0's tweedie: 13.0249
[99] valid_0's poisson: -95.0769 valid_0's tweedie: 13.0198
[100] valid_0's poisson: -95.1249 valid_0's tweedie: 13.0148
[CV] END bagging_fraction=0.7, lambda_l1=0.01, lambda_l2=0.1, learning_rate=0.00390625, max_depth=2, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -105.682 valid_0's tweedie: 11.891
[2] valid_0's poisson: -107.703 valid_0's tweedie: 11.7466
[3] valid_0's poisson: -108.014 valid_0's tweedie: 11.7227
[4] valid_0's poisson: -108.179 valid_0's tweedie: 11.7081
[5] valid_0's poisson: -108.419 valid_0's tweedie: 11.696
[6] valid_0's poisson: -108.764 valid_0's tweedie: 11.6719
[7] valid_0's poisson: -108.803 valid_0's tweedie: 11.6618
[8] valid_0's poisson: -108.762 valid_0's tweedie: 11.6656
[9] valid_0's poisson: -108.833 valid_0's tweedie: 11.6624
[10] valid_0's poisson: -108.835 valid_0's tweedie: 11.6629
[11] valid_0's poisson: -108.869 valid_0's tweedie: 11.665
[12] valid_0's poisson: -108.87 valid_0's tweedie: 11.6669
[13] valid_0's poisson: -108.863 valid_0's tweedie: 11.6653
[14] valid_0's poisson: -108.83 valid_0's tweedie: 11.6674
[15] valid_0's poisson: -108.896 valid_0's tweedie: 11.6639
[16] valid_0's poisson: -108.924 valid_0's tweedie: 11.662
[17] valid_0's poisson: -108.916 valid_0's tweedie: 11.6685
[18] valid_0's poisson: -108.943 valid_0's tweedie: 11.6694
[19] valid_0's poisson: -108.944 valid_0's tweedie: 11.6692
[20] valid_0's poisson: -108.971 valid_0's tweedie: 11.6703
[21] valid_0's poisson: -108.965 valid_0's tweedie: 11.6761
[22] valid_0's poisson: -108.966 valid_0's tweedie: 11.6786
[23] valid_0's poisson: -108.963 valid_0's tweedie: 11.6796
[24] valid_0's poisson: -109.004 valid_0's tweedie: 11.675
[25] valid_0's poisson: -108.993 valid_0's tweedie: 11.6761
[26] valid_0's poisson: -109.012 valid_0's tweedie: 11.6755
[27] valid_0's poisson: -109.017 valid_0's tweedie: 11.6763
[28] valid_0's poisson: -109.002 valid_0's tweedie: 11.6822
[29] valid_0's poisson: -109.008 valid_0's tweedie: 11.6791
[30] valid_0's poisson: -109.028 valid_0's tweedie: 11.6832
[31] valid_0's poisson: -109.042 valid_0's tweedie: 11.6821
[32] valid_0's poisson: -109.028 valid_0's tweedie: 11.6829
[33] valid_0's poisson: -109.019 valid_0's tweedie: 11.6841
[34] valid_0's poisson: -109.022 valid_0's tweedie: 11.6845
[35] valid_0's poisson: -109.013 valid_0's tweedie: 11.6868
[36] valid_0's poisson: -108.992 valid_0's tweedie: 11.6889
[37] valid_0's poisson: -108.997 valid_0's tweedie: 11.6908
[38] valid_0's poisson: -108.988 valid_0's tweedie: 11.6938
[39] valid_0's poisson: -108.99 valid_0's tweedie: 11.6942
[40] valid_0's poisson: -108.997 valid_0's tweedie: 11.7007
[41] valid_0's poisson: -109.002 valid_0's tweedie: 11.7005
[42] valid_0's poisson: -109.011 valid_0's tweedie: 11.6994
[43] valid_0's poisson: -109 valid_0's tweedie: 11.7013
[44] valid_0's poisson: -109 valid_0's tweedie: 11.7013
[45] valid_0's poisson: -108.998 valid_0's tweedie: 11.7021
[46] valid_0's poisson: -109.005 valid_0's tweedie: 11.6982
[47] valid_0's poisson: -109 valid_0's tweedie: 11.7013
[48] valid_0's poisson: -109.005 valid_0's tweedie: 11.7029
[49] valid_0's poisson: -108.988 valid_0's tweedie: 11.7046
[50] valid_0's poisson: -108.995 valid_0's tweedie: 11.7037
[51] valid_0's poisson: -108.986 valid_0's tweedie: 11.7248
[52] valid_0's poisson: -108.981 valid_0's tweedie: 11.7256
[53] valid_0's poisson: -108.979 valid_0's tweedie: 11.7277
[54] valid_0's poisson: -108.981 valid_0's tweedie: 11.7271
[55] valid_0's poisson: -108.963 valid_0's tweedie: 11.7281
[56] valid_0's poisson: -108.957 valid_0's tweedie: 11.7265
[57] valid_0's poisson: -108.955 valid_0's tweedie: 11.7273
[58] valid_0's poisson: -108.954 valid_0's tweedie: 11.7312
[59] valid_0's poisson: -108.956 valid_0's tweedie: 11.729
[60] valid_0's poisson: -108.955 valid_0's tweedie: 11.7283
[61] valid_0's poisson: -108.953 valid_0's tweedie: 11.7281
[62] valid_0's poisson: -108.947 valid_0's tweedie: 11.7307
[63] valid_0's poisson: -108.946 valid_0's tweedie: 11.73
[64] valid_0's poisson: -108.935 valid_0's tweedie: 11.7331
[65] valid_0's poisson: -108.928 valid_0's tweedie: 11.738
[66] valid_0's poisson: -108.916 valid_0's tweedie: 11.7379
[67] valid_0's poisson: -108.922 valid_0's tweedie: 11.7373
[68] valid_0's poisson: -108.929 valid_0's tweedie: 11.7375
[69] valid_0's poisson: -108.914 valid_0's tweedie: 11.7387
[70] valid_0's poisson: -108.898 valid_0's tweedie: 11.7415
[71] valid_0's poisson: -108.883 valid_0's tweedie: 11.7446
[72] valid_0's poisson: -108.885 valid_0's tweedie: 11.746
[73] valid_0's poisson: -108.887 valid_0's tweedie: 11.7457
[74] valid_0's poisson: -108.89 valid_0's tweedie: 11.7494
[75] valid_0's poisson: -108.886 valid_0's tweedie: 11.7492
[76] valid_0's poisson: -108.883 valid_0's tweedie: 11.7539
[77] valid_0's poisson: -108.877 valid_0's tweedie: 11.7568
[78] valid_0's poisson: -108.889 valid_0's tweedie: 11.7675
[79] valid_0's poisson: -108.893 valid_0's tweedie: 11.7679
[80] valid_0's poisson: -108.887 valid_0's tweedie: 11.7673
[81] valid_0's poisson: -108.88 valid_0's tweedie: 11.7789
[82] valid_0's poisson: -108.888 valid_0's tweedie: 11.7788
[83] valid_0's poisson: -108.887 valid_0's tweedie: 11.7791
[84] valid_0's poisson: -108.888 valid_0's tweedie: 11.7814
[85] valid_0's poisson: -108.876 valid_0's tweedie: 11.7896
[86] valid_0's poisson: -108.88 valid_0's tweedie: 11.7885
[87] valid_0's poisson: -108.88 valid_0's tweedie: 11.7907
[88] valid_0's poisson: -108.871 valid_0's tweedie: 11.7922
[89] valid_0's poisson: -108.862 valid_0's tweedie: 11.7926
[90] valid_0's poisson: -108.863 valid_0's tweedie: 11.7943
[91] valid_0's poisson: -108.853 valid_0's tweedie: 11.7983
[92] valid_0's poisson: -108.855 valid_0's tweedie: 11.8005
[93] valid_0's poisson: -108.852 valid_0's tweedie: 11.8043
[94] valid_0's poisson: -108.863 valid_0's tweedie: 11.8044
[95] valid_0's poisson: -108.859 valid_0's tweedie: 11.8044
[96] valid_0's poisson: -108.862 valid_0's tweedie: 11.8041
[97] valid_0's poisson: -108.856 valid_0's tweedie: 11.8091
[98] valid_0's poisson: -108.851 valid_0's tweedie: 11.8165
[99] valid_0's poisson: -108.851 valid_0's tweedie: 11.8254
[100] valid_0's poisson: -108.853 valid_0's tweedie: 11.8201
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=1.0, max_depth=6, tweedie_variance_power=1.7; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -105.742 valid_0's tweedie: 11.9015
[2] valid_0's poisson: -107.813 valid_0's tweedie: 11.7494
[3] valid_0's poisson: -108.167 valid_0's tweedie: 11.7176
[4] valid_0's poisson: -108.282 valid_0's tweedie: 11.7093
[5] valid_0's poisson: -108.416 valid_0's tweedie: 11.6931
[6] valid_0's poisson: -108.472 valid_0's tweedie: 11.6813
[7] valid_0's poisson: -108.566 valid_0's tweedie: 11.6701
[8] valid_0's poisson: -108.626 valid_0's tweedie: 11.667
[9] valid_0's poisson: -108.752 valid_0's tweedie: 11.6634
[10] valid_0's poisson: -108.826 valid_0's tweedie: 11.6575
[11] valid_0's poisson: -108.809 valid_0's tweedie: 11.6556
[12] valid_0's poisson: -108.818 valid_0's tweedie: 11.6558
[13] valid_0's poisson: -108.812 valid_0's tweedie: 11.6561
[14] valid_0's poisson: -108.829 valid_0's tweedie: 11.656
[15] valid_0's poisson: -108.834 valid_0's tweedie: 11.6557
[16] valid_0's poisson: -108.845 valid_0's tweedie: 11.656
[17] valid_0's poisson: -108.899 valid_0's tweedie: 11.6493
[18] valid_0's poisson: -108.953 valid_0's tweedie: 11.6444
[19] valid_0's poisson: -108.93 valid_0's tweedie: 11.6471
[20] valid_0's poisson: -108.976 valid_0's tweedie: 11.6431
[21] valid_0's poisson: -108.972 valid_0's tweedie: 11.6448
[22] valid_0's poisson: -109.005 valid_0's tweedie: 11.6404
[23] valid_0's poisson: -108.987 valid_0's tweedie: 11.6425
[24] valid_0's poisson: -108.99 valid_0's tweedie: 11.6584
[25] valid_0's poisson: -109.005 valid_0's tweedie: 11.6616
[26] valid_0's poisson: -109.017 valid_0's tweedie: 11.6763
[27] valid_0's poisson: -109.046 valid_0's tweedie: 11.676
[28] valid_0's poisson: -109.025 valid_0's tweedie: 11.6852
[29] valid_0's poisson: -109.029 valid_0's tweedie: 11.6855
[30] valid_0's poisson: -109.04 valid_0's tweedie: 11.6843
[31] valid_0's poisson: -109.037 valid_0's tweedie: 11.6916
[32] valid_0's poisson: -109.019 valid_0's tweedie: 11.6961
[33] valid_0's poisson: -109.053 valid_0's tweedie: 11.6917
[34] valid_0's poisson: -109.056 valid_0's tweedie: 11.6904
[35] valid_0's poisson: -109.026 valid_0's tweedie: 11.6952
[36] valid_0's poisson: -109.034 valid_0's tweedie: 11.6939
[37] valid_0's poisson: -109.042 valid_0's tweedie: 11.6928
[38] valid_0's poisson: -109.049 valid_0's tweedie: 11.706
[39] valid_0's poisson: -109.025 valid_0's tweedie: 11.7082
[40] valid_0's poisson: -109.04 valid_0's tweedie: 11.7042
[41] valid_0's poisson: -109.036 valid_0's tweedie: 11.7076
[42] valid_0's poisson: -109.034 valid_0's tweedie: 11.7109
[43] valid_0's poisson: -109.029 valid_0's tweedie: 11.7242
[44] valid_0's poisson: -109.028 valid_0's tweedie: 11.7367
[45] valid_0's poisson: -109.023 valid_0's tweedie: 11.7431
[46] valid_0's poisson: -109.019 valid_0's tweedie: 11.7401
[47] valid_0's poisson: -109.014 valid_0's tweedie: 11.7417
[48] valid_0's poisson: -109.02 valid_0's tweedie: 11.7549
[49] valid_0's poisson: -109.015 valid_0's tweedie: 11.752
[50] valid_0's poisson: -109 valid_0's tweedie: 11.7494
[51] valid_0's poisson: -108.998 valid_0's tweedie: 11.7524
[52] valid_0's poisson: -108.991 valid_0's tweedie: 11.7577
[53] valid_0's poisson: -108.985 valid_0's tweedie: 11.7573
[54] valid_0's poisson: -108.986 valid_0's tweedie: 11.7598
[55] valid_0's poisson: -108.979 valid_0's tweedie: 11.7625
[56] valid_0's poisson: -108.975 valid_0's tweedie: 11.7657
[57] valid_0's poisson: -108.976 valid_0's tweedie: 11.7635
[58] valid_0's poisson: -108.967 valid_0's tweedie: 11.7778
[59] valid_0's poisson: -108.961 valid_0's tweedie: 11.7776
[60] valid_0's poisson: -108.964 valid_0's tweedie: 11.7742
[61] valid_0's poisson: -108.961 valid_0's tweedie: 11.7806
[62] valid_0's poisson: -108.953 valid_0's tweedie: 11.7869
[63] valid_0's poisson: -108.951 valid_0's tweedie: 11.7859
[64] valid_0's poisson: -108.935 valid_0's tweedie: 11.7865
[65] valid_0's poisson: -108.93 valid_0's tweedie: 11.7896
[66] valid_0's poisson: -108.94 valid_0's tweedie: 11.7885
[67] valid_0's poisson: -108.936 valid_0's tweedie: 11.7887
[68] valid_0's poisson: -108.947 valid_0's tweedie: 11.789
[69] valid_0's poisson: -108.943 valid_0's tweedie: 11.795
[70] valid_0's poisson: -108.937 valid_0's tweedie: 11.8001
[71] valid_0's poisson: -108.922 valid_0's tweedie: 11.8017
[72] valid_0's poisson: -108.944 valid_0's tweedie: 11.7996
[73] valid_0's poisson: -108.947 valid_0's tweedie: 11.7985
[74] valid_0's poisson: -108.945 valid_0's tweedie: 11.8113
[75] valid_0's poisson: -108.933 valid_0's tweedie: 11.8086
[76] valid_0's poisson: -108.949 valid_0's tweedie: 11.815
[77] valid_0's poisson: -108.924 valid_0's tweedie: 11.8494
[78] valid_0's poisson: -108.92 valid_0's tweedie: 11.8575
[79] valid_0's poisson: -108.913 valid_0's tweedie: 11.8575
[80] valid_0's poisson: -108.909 valid_0's tweedie: 11.8584
[81] valid_0's poisson: -108.908 valid_0's tweedie: 11.8618
[82] valid_0's poisson: -108.912 valid_0's tweedie: 11.8655
[83] valid_0's poisson: -108.908 valid_0's tweedie: 11.8564
[84] valid_0's poisson: -108.906 valid_0's tweedie: 11.8589
[85] valid_0's poisson: -108.9 valid_0's tweedie: 11.8577
[86] valid_0's poisson: -108.899 valid_0's tweedie: 11.866
[87] valid_0's poisson: -108.897 valid_0's tweedie: 11.8749
[88] valid_0's poisson: -108.875 valid_0's tweedie: 11.878
[89] valid_0's poisson: -108.858 valid_0's tweedie: 11.8801
[90] valid_0's poisson: -108.874 valid_0's tweedie: 11.8811
[91] valid_0's poisson: -108.861 valid_0's tweedie: 11.8885
[92] valid_0's poisson: -108.868 valid_0's tweedie: 11.8909
[93] valid_0's poisson: -108.855 valid_0's tweedie: 11.8967
[94] valid_0's poisson: -108.848 valid_0's tweedie: 11.908
[95] valid_0's poisson: -108.839 valid_0's tweedie: 11.9046
[96] valid_0's poisson: -108.837 valid_0's tweedie: 11.9111
[97] valid_0's poisson: -108.838 valid_0's tweedie: 11.9194
[98] valid_0's poisson: -108.832 valid_0's tweedie: 11.9199
[99] valid_0's poisson: -108.844 valid_0's tweedie: 11.9196
[100] valid_0's poisson: -108.845 valid_0's tweedie: 11.924
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=1.0, max_depth=6, tweedie_variance_power=1.7; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -105.704 valid_0's tweedie: 11.905
[2] valid_0's poisson: -107.794 valid_0's tweedie: 11.7629
[3] valid_0's poisson: -108.012 valid_0's tweedie: 11.7357
[4] valid_0's poisson: -108.198 valid_0's tweedie: 11.7135
[5] valid_0's poisson: -108.37 valid_0's tweedie: 11.7011
[6] valid_0's poisson: -108.598 valid_0's tweedie: 11.6679
[7] valid_0's poisson: -108.662 valid_0's tweedie: 11.667
[8] valid_0's poisson: -108.709 valid_0's tweedie: 11.6656
[9] valid_0's poisson: -108.768 valid_0's tweedie: 11.6591
[10] valid_0's poisson: -108.823 valid_0's tweedie: 11.6544
[11] valid_0's poisson: -108.822 valid_0's tweedie: 11.653
[12] valid_0's poisson: -108.842 valid_0's tweedie: 11.6556
[13] valid_0's poisson: -108.859 valid_0's tweedie: 11.6546
[14] valid_0's poisson: -108.843 valid_0's tweedie: 11.6582
[15] valid_0's poisson: -108.846 valid_0's tweedie: 11.6591
[16] valid_0's poisson: -108.843 valid_0's tweedie: 11.6587
[17] valid_0's poisson: -108.846 valid_0's tweedie: 11.6596
[18] valid_0's poisson: -108.833 valid_0's tweedie: 11.6624
[19] valid_0's poisson: -108.883 valid_0's tweedie: 11.6604
[20] valid_0's poisson: -108.86 valid_0's tweedie: 11.663
[21] valid_0's poisson: -108.877 valid_0's tweedie: 11.6609
[22] valid_0's poisson: -108.883 valid_0's tweedie: 11.6616
[23] valid_0's poisson: -108.918 valid_0's tweedie: 11.6602
[24] valid_0's poisson: -108.951 valid_0's tweedie: 11.6569
[25] valid_0's poisson: -108.964 valid_0's tweedie: 11.6601
[26] valid_0's poisson: -108.959 valid_0's tweedie: 11.6604
[27] valid_0's poisson: -108.969 valid_0's tweedie: 11.6626
[28] valid_0's poisson: -108.952 valid_0's tweedie: 11.6616
[29] valid_0's poisson: -108.945 valid_0's tweedie: 11.6643
[30] valid_0's poisson: -108.953 valid_0's tweedie: 11.6649
[31] valid_0's poisson: -108.921 valid_0's tweedie: 11.6695
[32] valid_0's poisson: -108.913 valid_0's tweedie: 11.6685
[33] valid_0's poisson: -108.915 valid_0's tweedie: 11.6717
[34] valid_0's poisson: -108.919 valid_0's tweedie: 11.6724
[35] valid_0's poisson: -108.93 valid_0's tweedie: 11.679
[36] valid_0's poisson: -108.938 valid_0's tweedie: 11.6784
[37] valid_0's poisson: -108.954 valid_0's tweedie: 11.6752
[38] valid_0's poisson: -108.953 valid_0's tweedie: 11.6773
[39] valid_0's poisson: -108.946 valid_0's tweedie: 11.6822
[40] valid_0's poisson: -108.966 valid_0's tweedie: 11.6844
[41] valid_0's poisson: -108.974 valid_0's tweedie: 11.6823
[42] valid_0's poisson: -108.972 valid_0's tweedie: 11.6834
[43] valid_0's poisson: -108.975 valid_0's tweedie: 11.6838
[44] valid_0's poisson: -108.974 valid_0's tweedie: 11.6859
[45] valid_0's poisson: -108.975 valid_0's tweedie: 11.6843
[46] valid_0's poisson: -108.974 valid_0's tweedie: 11.6907
[47] valid_0's poisson: -108.97 valid_0's tweedie: 11.6959
[48] valid_0's poisson: -108.963 valid_0's tweedie: 11.6982
[49] valid_0's poisson: -108.964 valid_0's tweedie: 11.6964
[50] valid_0's poisson: -108.959 valid_0's tweedie: 11.703
[51] valid_0's poisson: -108.964 valid_0's tweedie: 11.7005
[52] valid_0's poisson: -108.962 valid_0's tweedie: 11.7005
[53] valid_0's poisson: -108.962 valid_0's tweedie: 11.7012
[54] valid_0's poisson: -108.953 valid_0's tweedie: 11.7048
[55] valid_0's poisson: -108.952 valid_0's tweedie: 11.7051
[56] valid_0's poisson: -108.958 valid_0's tweedie: 11.7083
[57] valid_0's poisson: -108.964 valid_0's tweedie: 11.7095
[58] valid_0's poisson: -108.973 valid_0's tweedie: 11.7105
[59] valid_0's poisson: -108.976 valid_0's tweedie: 11.711
[60] valid_0's poisson: -108.983 valid_0's tweedie: 11.7079
[61] valid_0's poisson: -108.985 valid_0's tweedie: 11.7201
[62] valid_0's poisson: -108.98 valid_0's tweedie: 11.7231
[63] valid_0's poisson: -108.957 valid_0's tweedie: 11.7249
[64] valid_0's poisson: -108.945 valid_0's tweedie: 11.7282
[65] valid_0's poisson: -108.938 valid_0's tweedie: 11.7298
[66] valid_0's poisson: -108.935 valid_0's tweedie: 11.7314
[67] valid_0's poisson: -108.939 valid_0's tweedie: 11.7314
[68] valid_0's poisson: -108.949 valid_0's tweedie: 11.7324
[69] valid_0's poisson: -108.953 valid_0's tweedie: 11.7314
[70] valid_0's poisson: -108.956 valid_0's tweedie: 11.7356
[71] valid_0's poisson: -108.957 valid_0's tweedie: 11.7445
[72] valid_0's poisson: -108.963 valid_0's tweedie: 11.7466
[73] valid_0's poisson: -108.964 valid_0's tweedie: 11.7539
[74] valid_0's poisson: -108.942 valid_0's tweedie: 11.7519
[75] valid_0's poisson: -108.938 valid_0's tweedie: 11.7522
[76] valid_0's poisson: -108.93 valid_0's tweedie: 11.7549
[77] valid_0's poisson: -108.923 valid_0's tweedie: 11.7601
[78] valid_0's poisson: -108.925 valid_0's tweedie: 11.7579
[79] valid_0's poisson: -108.923 valid_0's tweedie: 11.756
[80] valid_0's poisson: -108.92 valid_0's tweedie: 11.752
[81] valid_0's poisson: -108.917 valid_0's tweedie: 11.7537
[82] valid_0's poisson: -108.908 valid_0's tweedie: 11.7548
[83] valid_0's poisson: -108.916 valid_0's tweedie: 11.7552
[84] valid_0's poisson: -108.922 valid_0's tweedie: 11.7562
[85] valid_0's poisson: -108.921 valid_0's tweedie: 11.7635
[86] valid_0's poisson: -108.915 valid_0's tweedie: 11.765
[87] valid_0's poisson: -108.919 valid_0's tweedie: 11.7615
[88] valid_0's poisson: -108.934 valid_0's tweedie: 11.7597
[89] valid_0's poisson: -108.937 valid_0's tweedie: 11.7626
[90] valid_0's poisson: -108.935 valid_0's tweedie: 11.7648
[91] valid_0's poisson: -108.949 valid_0's tweedie: 11.765
[92] valid_0's poisson: -108.947 valid_0's tweedie: 11.7626
[93] valid_0's poisson: -108.94 valid_0's tweedie: 11.7752
[94] valid_0's poisson: -108.938 valid_0's tweedie: 11.7744
[95] valid_0's poisson: -108.937 valid_0's tweedie: 11.7834
[96] valid_0's poisson: -108.933 valid_0's tweedie: 11.783
[97] valid_0's poisson: -108.929 valid_0's tweedie: 11.7878
[98] valid_0's poisson: -108.933 valid_0's tweedie: 11.7904
[99] valid_0's poisson: -108.942 valid_0's tweedie: 11.7881
[100] valid_0's poisson: -108.934 valid_0's tweedie: 11.7876
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=1.0, max_depth=6, tweedie_variance_power=1.7; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -105.62 valid_0's tweedie: 11.9098
[2] valid_0's poisson: -107.668 valid_0's tweedie: 11.7777
[3] valid_0's poisson: -108.032 valid_0's tweedie: 11.7505
[4] valid_0's poisson: -108.36 valid_0's tweedie: 11.7333
[5] valid_0's poisson: -108.42 valid_0's tweedie: 11.7173
[6] valid_0's poisson: -108.538 valid_0's tweedie: 11.7059
[7] valid_0's poisson: -108.728 valid_0's tweedie: 11.6937
[8] valid_0's poisson: -108.751 valid_0's tweedie: 11.6897
[9] valid_0's poisson: -108.821 valid_0's tweedie: 11.6858
[10] valid_0's poisson: -108.85 valid_0's tweedie: 11.6845
[11] valid_0's poisson: -108.789 valid_0's tweedie: 11.6868
[12] valid_0's poisson: -108.867 valid_0's tweedie: 11.684
[13] valid_0's poisson: -108.888 valid_0's tweedie: 11.6827
[14] valid_0's poisson: -108.938 valid_0's tweedie: 11.6801
[15] valid_0's poisson: -108.96 valid_0's tweedie: 11.6788
[16] valid_0's poisson: -109.016 valid_0's tweedie: 11.6711
[17] valid_0's poisson: -109.031 valid_0's tweedie: 11.6745
[18] valid_0's poisson: -109.032 valid_0's tweedie: 11.6717
[19] valid_0's poisson: -109.044 valid_0's tweedie: 11.673
[20] valid_0's poisson: -109.048 valid_0's tweedie: 11.673
[21] valid_0's poisson: -109.064 valid_0's tweedie: 11.6747
[22] valid_0's poisson: -109.091 valid_0's tweedie: 11.6693
[23] valid_0's poisson: -109.07 valid_0's tweedie: 11.6744
[24] valid_0's poisson: -109.062 valid_0's tweedie: 11.6799
[25] valid_0's poisson: -109.075 valid_0's tweedie: 11.6785
[26] valid_0's poisson: -109.086 valid_0's tweedie: 11.68
[27] valid_0's poisson: -109.075 valid_0's tweedie: 11.685
[28] valid_0's poisson: -109.096 valid_0's tweedie: 11.6819
[29] valid_0's poisson: -109.083 valid_0's tweedie: 11.6832
[30] valid_0's poisson: -109.097 valid_0's tweedie: 11.6834
[31] valid_0's poisson: -109.084 valid_0's tweedie: 11.6849
[32] valid_0's poisson: -109.071 valid_0's tweedie: 11.6861
[33] valid_0's poisson: -109.075 valid_0's tweedie: 11.6866
[34] valid_0's poisson: -109.055 valid_0's tweedie: 11.6906
[35] valid_0's poisson: -109.061 valid_0's tweedie: 11.6901
[36] valid_0's poisson: -109.068 valid_0's tweedie: 11.6902
[37] valid_0's poisson: -109.066 valid_0's tweedie: 11.6909
[38] valid_0's poisson: -109.056 valid_0's tweedie: 11.6934
[39] valid_0's poisson: -109.039 valid_0's tweedie: 11.6957
[40] valid_0's poisson: -109.065 valid_0's tweedie: 11.694
[41] valid_0's poisson: -109.087 valid_0's tweedie: 11.6937
[42] valid_0's poisson: -109.064 valid_0's tweedie: 11.6998
[43] valid_0's poisson: -109.068 valid_0's tweedie: 11.7003
[44] valid_0's poisson: -109.063 valid_0's tweedie: 11.7021
[45] valid_0's poisson: -109.067 valid_0's tweedie: 11.6987
[46] valid_0's poisson: -109.08 valid_0's tweedie: 11.6969
[47] valid_0's poisson: -109.052 valid_0's tweedie: 11.7065
[48] valid_0's poisson: -109.049 valid_0's tweedie: 11.7078
[49] valid_0's poisson: -109.064 valid_0's tweedie: 11.7074
[50] valid_0's poisson: -109.06 valid_0's tweedie: 11.7071
[51] valid_0's poisson: -109.031 valid_0's tweedie: 11.7085
[52] valid_0's poisson: -109.027 valid_0's tweedie: 11.7097
[53] valid_0's poisson: -109.015 valid_0's tweedie: 11.7154
[54] valid_0's poisson: -109.008 valid_0's tweedie: 11.7206
[55] valid_0's poisson: -109.026 valid_0's tweedie: 11.7158
[56] valid_0's poisson: -109.04 valid_0's tweedie: 11.7185
[57] valid_0's poisson: -109.047 valid_0's tweedie: 11.7246
[58] valid_0's poisson: -109.029 valid_0's tweedie: 11.7272
[59] valid_0's poisson: -109.032 valid_0's tweedie: 11.7281
[60] valid_0's poisson: -109.024 valid_0's tweedie: 11.7313
[61] valid_0's poisson: -109.008 valid_0's tweedie: 11.7366
[62] valid_0's poisson: -108.99 valid_0's tweedie: 11.7458
[63] valid_0's poisson: -108.992 valid_0's tweedie: 11.7467
[64] valid_0's poisson: -108.995 valid_0's tweedie: 11.7464
[65] valid_0's poisson: -108.987 valid_0's tweedie: 11.7495
[66] valid_0's poisson: -108.986 valid_0's tweedie: 11.7456
[67] valid_0's poisson: -108.979 valid_0's tweedie: 11.7466
[68] valid_0's poisson: -108.97 valid_0's tweedie: 11.7463
[69] valid_0's poisson: -108.979 valid_0's tweedie: 11.7472
[70] valid_0's poisson: -108.986 valid_0's tweedie: 11.7464
[71] valid_0's poisson: -108.98 valid_0's tweedie: 11.7607
[72] valid_0's poisson: -108.977 valid_0's tweedie: 11.7618
[73] valid_0's poisson: -108.974 valid_0's tweedie: 11.7613
[74] valid_0's poisson: -108.967 valid_0's tweedie: 11.7614
[75] valid_0's poisson: -108.978 valid_0's tweedie: 11.7613
[76] valid_0's poisson: -108.971 valid_0's tweedie: 11.7682
[77] valid_0's poisson: -108.98 valid_0's tweedie: 11.7736
[78] valid_0's poisson: -108.975 valid_0's tweedie: 11.7844
[79] valid_0's poisson: -108.965 valid_0's tweedie: 11.7889
[80] valid_0's poisson: -108.953 valid_0's tweedie: 11.7889
[81] valid_0's poisson: -108.952 valid_0's tweedie: 11.7875
[82] valid_0's poisson: -108.942 valid_0's tweedie: 11.7971
[83] valid_0's poisson: -108.937 valid_0's tweedie: 11.8011
[84] valid_0's poisson: -108.949 valid_0's tweedie: 11.8058
[85] valid_0's poisson: -108.964 valid_0's tweedie: 11.81
[86] valid_0's poisson: -108.953 valid_0's tweedie: 11.8135
[87] valid_0's poisson: -108.949 valid_0's tweedie: 11.8169
[88] valid_0's poisson: -108.939 valid_0's tweedie: 11.8207
[89] valid_0's poisson: -108.933 valid_0's tweedie: 11.8316
[90] valid_0's poisson: -108.919 valid_0's tweedie: 11.8328
[91] valid_0's poisson: -108.905 valid_0's tweedie: 11.8371
[92] valid_0's poisson: -108.903 valid_0's tweedie: 11.8496
[93] valid_0's poisson: -108.897 valid_0's tweedie: 11.8478
[94] valid_0's poisson: -108.911 valid_0's tweedie: 11.8483
[95] valid_0's poisson: -108.904 valid_0's tweedie: 11.8477
[96] valid_0's poisson: -108.904 valid_0's tweedie: 11.8492
[97] valid_0's poisson: -108.9 valid_0's tweedie: 11.8504
[98] valid_0's poisson: -108.889 valid_0's tweedie: 11.8587
[99] valid_0's poisson: -108.886 valid_0's tweedie: 11.8652
[100] valid_0's poisson: -108.882 valid_0's tweedie: 11.8676
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=1.0, max_depth=6, tweedie_variance_power=1.7; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -105.718 valid_0's tweedie: 11.9085
[2] valid_0's poisson: -107.7 valid_0's tweedie: 11.7678
[3] valid_0's poisson: -108.023 valid_0's tweedie: 11.7296
[4] valid_0's poisson: -108.178 valid_0's tweedie: 11.7064
[5] valid_0's poisson: -108.487 valid_0's tweedie: 11.6805
[6] valid_0's poisson: -108.649 valid_0's tweedie: 11.6694
[7] valid_0's poisson: -108.659 valid_0's tweedie: 11.6741
[8] valid_0's poisson: -108.739 valid_0's tweedie: 11.6667
[9] valid_0's poisson: -108.749 valid_0's tweedie: 11.6655
[10] valid_0's poisson: -108.799 valid_0's tweedie: 11.6624
[11] valid_0's poisson: -108.826 valid_0's tweedie: 11.6668
[12] valid_0's poisson: -108.84 valid_0's tweedie: 11.6653
[13] valid_0's poisson: -108.815 valid_0's tweedie: 11.6631
[14] valid_0's poisson: -108.828 valid_0's tweedie: 11.6655
[15] valid_0's poisson: -108.834 valid_0's tweedie: 11.6655
[16] valid_0's poisson: -108.838 valid_0's tweedie: 11.6636
[17] valid_0's poisson: -108.864 valid_0's tweedie: 11.6621
[18] valid_0's poisson: -108.907 valid_0's tweedie: 11.6602
[19] valid_0's poisson: -108.915 valid_0's tweedie: 11.6632
[20] valid_0's poisson: -108.907 valid_0's tweedie: 11.6604
[21] valid_0's poisson: -108.919 valid_0's tweedie: 11.6635
[22] valid_0's poisson: -108.975 valid_0's tweedie: 11.6576
[23] valid_0's poisson: -108.965 valid_0's tweedie: 11.6591
[24] valid_0's poisson: -108.956 valid_0's tweedie: 11.6612
[25] valid_0's poisson: -108.951 valid_0's tweedie: 11.6728
[26] valid_0's poisson: -108.976 valid_0's tweedie: 11.6747
[27] valid_0's poisson: -108.985 valid_0's tweedie: 11.676
[28] valid_0's poisson: -108.964 valid_0's tweedie: 11.6804
[29] valid_0's poisson: -108.954 valid_0's tweedie: 11.6815
[30] valid_0's poisson: -108.966 valid_0's tweedie: 11.6835
[31] valid_0's poisson: -108.962 valid_0's tweedie: 11.6818
[32] valid_0's poisson: -108.956 valid_0's tweedie: 11.6914
[33] valid_0's poisson: -108.944 valid_0's tweedie: 11.6943
[34] valid_0's poisson: -108.961 valid_0's tweedie: 11.6933
[35] valid_0's poisson: -108.972 valid_0's tweedie: 11.6913
[36] valid_0's poisson: -108.971 valid_0's tweedie: 11.6937
[37] valid_0's poisson: -108.985 valid_0's tweedie: 11.6955
[38] valid_0's poisson: -109.027 valid_0's tweedie: 11.6948
[39] valid_0's poisson: -109.029 valid_0's tweedie: 11.6969
[40] valid_0's poisson: -109.028 valid_0's tweedie: 11.7014
[41] valid_0's poisson: -109.031 valid_0's tweedie: 11.7009
[42] valid_0's poisson: -109.021 valid_0's tweedie: 11.7029
[43] valid_0's poisson: -109.02 valid_0's tweedie: 11.7063
[44] valid_0's poisson: -109.011 valid_0's tweedie: 11.7074
[45] valid_0's poisson: -109.012 valid_0's tweedie: 11.7084
[46] valid_0's poisson: -109.036 valid_0's tweedie: 11.7074
[47] valid_0's poisson: -109.033 valid_0's tweedie: 11.7146
[48] valid_0's poisson: -109.017 valid_0's tweedie: 11.7198
[49] valid_0's poisson: -109.007 valid_0's tweedie: 11.722
[50] valid_0's poisson: -109.008 valid_0's tweedie: 11.7228
[51] valid_0's poisson: -108.998 valid_0's tweedie: 11.7267
[52] valid_0's poisson: -108.998 valid_0's tweedie: 11.7291
[53] valid_0's poisson: -108.98 valid_0's tweedie: 11.7361
[54] valid_0's poisson: -108.969 valid_0's tweedie: 11.745
[55] valid_0's poisson: -108.976 valid_0's tweedie: 11.7467
[56] valid_0's poisson: -108.97 valid_0's tweedie: 11.7523
[57] valid_0's poisson: -108.974 valid_0's tweedie: 11.7505
[58] valid_0's poisson: -108.968 valid_0's tweedie: 11.7583
[59] valid_0's poisson: -108.987 valid_0's tweedie: 11.7567
[60] valid_0's poisson: -108.985 valid_0's tweedie: 11.7595
[61] valid_0's poisson: -109.001 valid_0's tweedie: 11.7614
[62] valid_0's poisson: -108.99 valid_0's tweedie: 11.7635
[63] valid_0's poisson: -108.976 valid_0's tweedie: 11.7672
[64] valid_0's poisson: -108.974 valid_0's tweedie: 11.7702
[65] valid_0's poisson: -108.948 valid_0's tweedie: 11.7706
[66] valid_0's poisson: -108.943 valid_0's tweedie: 11.7715
[67] valid_0's poisson: -108.935 valid_0's tweedie: 11.7772
[68] valid_0's poisson: -108.939 valid_0's tweedie: 11.7741
[69] valid_0's poisson: -108.941 valid_0's tweedie: 11.774
[70] valid_0's poisson: -108.948 valid_0's tweedie: 11.7786
[71] valid_0's poisson: -108.946 valid_0's tweedie: 11.7769
[72] valid_0's poisson: -108.943 valid_0's tweedie: 11.7798
[73] valid_0's poisson: -108.957 valid_0's tweedie: 11.7811
[74] valid_0's poisson: -108.962 valid_0's tweedie: 11.7853
[75] valid_0's poisson: -108.964 valid_0's tweedie: 11.7853
[76] valid_0's poisson: -108.941 valid_0's tweedie: 11.794
[77] valid_0's poisson: -108.941 valid_0's tweedie: 11.7944
[78] valid_0's poisson: -108.917 valid_0's tweedie: 11.7966
[79] valid_0's poisson: -108.909 valid_0's tweedie: 11.8006
[80] valid_0's poisson: -108.904 valid_0's tweedie: 11.8005
[81] valid_0's poisson: -108.898 valid_0's tweedie: 11.8038
[82] valid_0's poisson: -108.895 valid_0's tweedie: 11.8056
[83] valid_0's poisson: -108.876 valid_0's tweedie: 11.8095
[84] valid_0's poisson: -108.877 valid_0's tweedie: 11.8116
[85] valid_0's poisson: -108.873 valid_0's tweedie: 11.8203
[86] valid_0's poisson: -108.864 valid_0's tweedie: 11.823
[87] valid_0's poisson: -108.864 valid_0's tweedie: 11.8261
[88] valid_0's poisson: -108.869 valid_0's tweedie: 11.8288
[89] valid_0's poisson: -108.859 valid_0's tweedie: 11.827
[90] valid_0's poisson: -108.838 valid_0's tweedie: 11.8295
[91] valid_0's poisson: -108.83 valid_0's tweedie: 11.8401
[92] valid_0's poisson: -108.827 valid_0's tweedie: 11.8433
[93] valid_0's poisson: -108.833 valid_0's tweedie: 11.8437
[94] valid_0's poisson: -108.83 valid_0's tweedie: 11.854
[95] valid_0's poisson: -108.845 valid_0's tweedie: 11.8551
[96] valid_0's poisson: -108.848 valid_0's tweedie: 11.8594
[97] valid_0's poisson: -108.845 valid_0's tweedie: 11.861
[98] valid_0's poisson: -108.844 valid_0's tweedie: 11.8634
[99] valid_0's poisson: -108.84 valid_0's tweedie: 11.8669
[100] valid_0's poisson: -108.836 valid_0's tweedie: 11.8694
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=1.0, max_depth=6, tweedie_variance_power=1.7; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3158 valid_0's tweedie: 13.752
[2] valid_0's poisson: -87.4564 valid_0's tweedie: 13.7405
[3] valid_0's poisson: -87.5954 valid_0's tweedie: 13.7291
[4] valid_0's poisson: -87.7329 valid_0's tweedie: 13.7177
[5] valid_0's poisson: -87.8691 valid_0's tweedie: 13.7064
[6] valid_0's poisson: -88.0037 valid_0's tweedie: 13.6952
[7] valid_0's poisson: -88.1368 valid_0's tweedie: 13.684
[8] valid_0's poisson: -88.2685 valid_0's tweedie: 13.673
[9] valid_0's poisson: -88.3994 valid_0's tweedie: 13.662
[10] valid_0's poisson: -88.5288 valid_0's tweedie: 13.651
[11] valid_0's poisson: -88.6569 valid_0's tweedie: 13.6402
[12] valid_0's poisson: -88.7836 valid_0's tweedie: 13.6294
[13] valid_0's poisson: -88.9095 valid_0's tweedie: 13.6186
[14] valid_0's poisson: -89.0336 valid_0's tweedie: 13.6079
[15] valid_0's poisson: -89.1565 valid_0's tweedie: 13.5974
[16] valid_0's poisson: -89.2786 valid_0's tweedie: 13.5868
[17] valid_0's poisson: -89.3994 valid_0's tweedie: 13.5763
[18] valid_0's poisson: -89.5189 valid_0's tweedie: 13.5659
[19] valid_0's poisson: -89.6371 valid_0's tweedie: 13.5556
[20] valid_0's poisson: -89.7548 valid_0's tweedie: 13.5453
[21] valid_0's poisson: -89.8713 valid_0's tweedie: 13.535
[22] valid_0's poisson: -89.9857 valid_0's tweedie: 13.5249
[23] valid_0's poisson: -90.0998 valid_0's tweedie: 13.5148
[24] valid_0's poisson: -90.2123 valid_0's tweedie: 13.5048
[25] valid_0's poisson: -90.3244 valid_0's tweedie: 13.4948
[26] valid_0's poisson: -90.4345 valid_0's tweedie: 13.485
[27] valid_0's poisson: -90.5439 valid_0's tweedie: 13.4752
[28] valid_0's poisson: -90.6529 valid_0's tweedie: 13.4654
[29] valid_0's poisson: -90.7598 valid_0's tweedie: 13.4557
[30] valid_0's poisson: -90.8658 valid_0's tweedie: 13.4461
[31] valid_0's poisson: -90.9714 valid_0's tweedie: 13.4365
[32] valid_0's poisson: -91.0762 valid_0's tweedie: 13.427
[33] valid_0's poisson: -91.1787 valid_0's tweedie: 13.4176
[34] valid_0's poisson: -91.2813 valid_0's tweedie: 13.4082
[35] valid_0's poisson: -91.3826 valid_0's tweedie: 13.3989
[36] valid_0's poisson: -91.4828 valid_0's tweedie: 13.3897
[37] valid_0's poisson: -91.582 valid_0's tweedie: 13.3805
[38] valid_0's poisson: -91.6804 valid_0's tweedie: 13.3713
[39] valid_0's poisson: -91.7775 valid_0's tweedie: 13.3623
[40] valid_0's poisson: -91.8739 valid_0's tweedie: 13.3533
[41] valid_0's poisson: -91.9693 valid_0's tweedie: 13.3443
[42] valid_0's poisson: -92.0643 valid_0's tweedie: 13.3354
[43] valid_0's poisson: -92.1578 valid_0's tweedie: 13.3266
[44] valid_0's poisson: -92.25 valid_0's tweedie: 13.3179
[45] valid_0's poisson: -92.342 valid_0's tweedie: 13.3092
[46] valid_0's poisson: -92.4327 valid_0's tweedie: 13.3005
[47] valid_0's poisson: -92.5229 valid_0's tweedie: 13.292
[48] valid_0's poisson: -92.6123 valid_0's tweedie: 13.2834
[49] valid_0's poisson: -92.7002 valid_0's tweedie: 13.275
[50] valid_0's poisson: -92.7877 valid_0's tweedie: 13.2666
[51] valid_0's poisson: -92.8748 valid_0's tweedie: 13.2582
[52] valid_0's poisson: -92.9607 valid_0's tweedie: 13.2499
[53] valid_0's poisson: -93.0453 valid_0's tweedie: 13.2417
[54] valid_0's poisson: -93.13 valid_0's tweedie: 13.2334
[55] valid_0's poisson: -93.2132 valid_0's tweedie: 13.2254
[56] valid_0's poisson: -93.2958 valid_0's tweedie: 13.2173
[57] valid_0's poisson: -93.3781 valid_0's tweedie: 13.2092
[58] valid_0's poisson: -93.459 valid_0's tweedie: 13.2013
[59] valid_0's poisson: -93.5392 valid_0's tweedie: 13.1934
[60] valid_0's poisson: -93.6189 valid_0's tweedie: 13.1856
[61] valid_0's poisson: -93.6972 valid_0's tweedie: 13.1778
[62] valid_0's poisson: -93.7757 valid_0's tweedie: 13.1701
[63] valid_0's poisson: -93.8531 valid_0's tweedie: 13.1624
[64] valid_0's poisson: -93.9301 valid_0's tweedie: 13.1547
[65] valid_0's poisson: -94.006 valid_0's tweedie: 13.1472
[66] valid_0's poisson: -94.0812 valid_0's tweedie: 13.1397
[67] valid_0's poisson: -94.1558 valid_0's tweedie: 13.1322
[68] valid_0's poisson: -94.2297 valid_0's tweedie: 13.1249
[69] valid_0's poisson: -94.3041 valid_0's tweedie: 13.1175
[70] valid_0's poisson: -94.3757 valid_0's tweedie: 13.1102
[71] valid_0's poisson: -94.4477 valid_0's tweedie: 13.103
[72] valid_0's poisson: -94.5199 valid_0's tweedie: 13.0957
[73] valid_0's poisson: -94.5907 valid_0's tweedie: 13.0886
[74] valid_0's poisson: -94.6604 valid_0's tweedie: 13.0815
[75] valid_0's poisson: -94.7303 valid_0's tweedie: 13.0744
[76] valid_0's poisson: -94.7991 valid_0's tweedie: 13.0674
[77] valid_0's poisson: -94.8669 valid_0's tweedie: 13.0605
[78] valid_0's poisson: -94.9356 valid_0's tweedie: 13.0535
[79] valid_0's poisson: -95.0021 valid_0's tweedie: 13.0467
[80] valid_0's poisson: -95.0682 valid_0's tweedie: 13.0399
[81] valid_0's poisson: -95.1349 valid_0's tweedie: 13.0331
[82] valid_0's poisson: -95.1997 valid_0's tweedie: 13.0263
[83] valid_0's poisson: -95.2644 valid_0's tweedie: 13.0196
[84] valid_0's poisson: -95.3292 valid_0's tweedie: 13.013
[85] valid_0's poisson: -95.3934 valid_0's tweedie: 13.0064
[86] valid_0's poisson: -95.4555 valid_0's tweedie: 12.9999
[87] valid_0's poisson: -95.5184 valid_0's tweedie: 12.9933
[88] valid_0's poisson: -95.5807 valid_0's tweedie: 12.9869
[89] valid_0's poisson: -95.6426 valid_0's tweedie: 12.9805
[90] valid_0's poisson: -95.7032 valid_0's tweedie: 12.9741
[91] valid_0's poisson: -95.7633 valid_0's tweedie: 12.9678
[92] valid_0's poisson: -95.8282 valid_0's tweedie: 12.9611
[93] valid_0's poisson: -95.8925 valid_0's tweedie: 12.9545
[94] valid_0's poisson: -95.9514 valid_0's tweedie: 12.9482
[95] valid_0's poisson: -96.0146 valid_0's tweedie: 12.9417
[96] valid_0's poisson: -96.0773 valid_0's tweedie: 12.9352
[97] valid_0's poisson: -96.1394 valid_0's tweedie: 12.9287
[98] valid_0's poisson: -96.2002 valid_0's tweedie: 12.9223
[99] valid_0's poisson: -96.2613 valid_0's tweedie: 12.916
[100] valid_0's poisson: -96.3217 valid_0's tweedie: 12.9097
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3173 valid_0's tweedie: 13.7519
[2] valid_0's poisson: -87.4591 valid_0's tweedie: 13.7403
[3] valid_0's poisson: -87.5991 valid_0's tweedie: 13.7288
[4] valid_0's poisson: -87.7377 valid_0's tweedie: 13.7173
[5] valid_0's poisson: -87.8749 valid_0's tweedie: 13.7059
[6] valid_0's poisson: -88.0107 valid_0's tweedie: 13.6946
[7] valid_0's poisson: -88.1448 valid_0's tweedie: 13.6834
[8] valid_0's poisson: -88.2777 valid_0's tweedie: 13.6723
[9] valid_0's poisson: -88.4091 valid_0's tweedie: 13.6612
[10] valid_0's poisson: -88.5394 valid_0's tweedie: 13.6502
[11] valid_0's poisson: -88.668 valid_0's tweedie: 13.6393
[12] valid_0's poisson: -88.7954 valid_0's tweedie: 13.6284
[13] valid_0's poisson: -88.9214 valid_0's tweedie: 13.6176
[14] valid_0's poisson: -89.0465 valid_0's tweedie: 13.6069
[15] valid_0's poisson: -89.1698 valid_0's tweedie: 13.5963
[16] valid_0's poisson: -89.292 valid_0's tweedie: 13.5857
[17] valid_0's poisson: -89.4129 valid_0's tweedie: 13.5752
[18] valid_0's poisson: -89.5328 valid_0's tweedie: 13.5648
[19] valid_0's poisson: -89.6513 valid_0's tweedie: 13.5545
[20] valid_0's poisson: -89.7684 valid_0's tweedie: 13.5442
[21] valid_0's poisson: -89.8844 valid_0's tweedie: 13.534
[22] valid_0's poisson: -89.9996 valid_0's tweedie: 13.5238
[23] valid_0's poisson: -90.1133 valid_0's tweedie: 13.5138
[24] valid_0's poisson: -90.2256 valid_0's tweedie: 13.5038
[25] valid_0's poisson: -90.3375 valid_0's tweedie: 13.4938
[26] valid_0's poisson: -90.4476 valid_0's tweedie: 13.4839
[27] valid_0's poisson: -90.5567 valid_0's tweedie: 13.4741
[28] valid_0's poisson: -90.6646 valid_0's tweedie: 13.4644
[29] valid_0's poisson: -90.772 valid_0's tweedie: 13.4547
[30] valid_0's poisson: -90.8777 valid_0's tweedie: 13.4451
[31] valid_0's poisson: -90.9829 valid_0's tweedie: 13.4356
[32] valid_0's poisson: -91.0869 valid_0's tweedie: 13.4261
[33] valid_0's poisson: -91.1896 valid_0's tweedie: 13.4167
[34] valid_0's poisson: -91.2912 valid_0's tweedie: 13.4073
[35] valid_0's poisson: -91.3922 valid_0's tweedie: 13.398
[36] valid_0's poisson: -91.4926 valid_0's tweedie: 13.3888
[37] valid_0's poisson: -91.5913 valid_0's tweedie: 13.3796
[38] valid_0's poisson: -91.6901 valid_0's tweedie: 13.3705
[39] valid_0's poisson: -91.7884 valid_0's tweedie: 13.3613
[40] valid_0's poisson: -91.8842 valid_0's tweedie: 13.3524
[41] valid_0's poisson: -91.9806 valid_0's tweedie: 13.3433
[42] valid_0's poisson: -92.0753 valid_0's tweedie: 13.3345
[43] valid_0's poisson: -92.1691 valid_0's tweedie: 13.3256
[44] valid_0's poisson: -92.2621 valid_0's tweedie: 13.3168
[45] valid_0's poisson: -92.3544 valid_0's tweedie: 13.3081
[46] valid_0's poisson: -92.4455 valid_0's tweedie: 13.2995
[47] valid_0's poisson: -92.5363 valid_0's tweedie: 13.2908
[48] valid_0's poisson: -92.6261 valid_0's tweedie: 13.2823
[49] valid_0's poisson: -92.7142 valid_0's tweedie: 13.2738
[50] valid_0's poisson: -92.8025 valid_0's tweedie: 13.2654
[51] valid_0's poisson: -92.8894 valid_0's tweedie: 13.257
[52] valid_0's poisson: -92.9757 valid_0's tweedie: 13.2487
[53] valid_0's poisson: -93.061 valid_0's tweedie: 13.2404
[54] valid_0's poisson: -93.1455 valid_0's tweedie: 13.2322
[55] valid_0's poisson: -93.2299 valid_0's tweedie: 13.2241
[56] valid_0's poisson: -93.312 valid_0's tweedie: 13.216
[57] valid_0's poisson: -93.3943 valid_0's tweedie: 13.208
[58] valid_0's poisson: -93.4761 valid_0's tweedie: 13.2
[59] valid_0's poisson: -93.5569 valid_0's tweedie: 13.1921
[60] valid_0's poisson: -93.6362 valid_0's tweedie: 13.1843
[61] valid_0's poisson: -93.7158 valid_0's tweedie: 13.1764
[62] valid_0's poisson: -93.7941 valid_0's tweedie: 13.1687
[63] valid_0's poisson: -93.8723 valid_0's tweedie: 13.1609
[64] valid_0's poisson: -93.9486 valid_0's tweedie: 13.1533
[65] valid_0's poisson: -94.0251 valid_0's tweedie: 13.1457
[66] valid_0's poisson: -94.101 valid_0's tweedie: 13.1382
[67] valid_0's poisson: -94.1754 valid_0's tweedie: 13.1307
[68] valid_0's poisson: -94.25 valid_0's tweedie: 13.1232
[69] valid_0's poisson: -94.3236 valid_0's tweedie: 13.1158
[70] valid_0's poisson: -94.3967 valid_0's tweedie: 13.1085
[71] valid_0's poisson: -94.4685 valid_0's tweedie: 13.1012
[72] valid_0's poisson: -94.5401 valid_0's tweedie: 13.094
[73] valid_0's poisson: -94.6113 valid_0's tweedie: 13.0868
[74] valid_0's poisson: -94.6816 valid_0's tweedie: 13.0797
[75] valid_0's poisson: -94.7508 valid_0's tweedie: 13.0726
[76] valid_0's poisson: -94.8203 valid_0's tweedie: 13.0655
[77] valid_0's poisson: -94.8887 valid_0's tweedie: 13.0586
[78] valid_0's poisson: -94.9566 valid_0's tweedie: 13.0516
[79] valid_0's poisson: -95.0242 valid_0's tweedie: 13.0447
[80] valid_0's poisson: -95.0908 valid_0's tweedie: 13.0378
[81] valid_0's poisson: -95.1567 valid_0's tweedie: 13.031
[82] valid_0's poisson: -95.2224 valid_0's tweedie: 13.0243
[83] valid_0's poisson: -95.2875 valid_0's tweedie: 13.0176
[84] valid_0's poisson: -95.3514 valid_0's tweedie: 13.0109
[85] valid_0's poisson: -95.4155 valid_0's tweedie: 13.0043
[86] valid_0's poisson: -95.4791 valid_0's tweedie: 12.9977
[87] valid_0's poisson: -95.542 valid_0's tweedie: 12.9911
[88] valid_0's poisson: -95.604 valid_0's tweedie: 12.9846
[89] valid_0's poisson: -95.6655 valid_0's tweedie: 12.9782
[90] valid_0's poisson: -95.7271 valid_0's tweedie: 12.9718
[91] valid_0's poisson: -95.7875 valid_0's tweedie: 12.9655
[92] valid_0's poisson: -95.8474 valid_0's tweedie: 12.9592
[93] valid_0's poisson: -95.9071 valid_0's tweedie: 12.9529
[94] valid_0's poisson: -95.9666 valid_0's tweedie: 12.9467
[95] valid_0's poisson: -96.025 valid_0's tweedie: 12.9405
[96] valid_0's poisson: -96.0832 valid_0's tweedie: 12.9343
[97] valid_0's poisson: -96.1411 valid_0's tweedie: 12.9283
[98] valid_0's poisson: -96.1976 valid_0's tweedie: 12.9222
[99] valid_0's poisson: -96.2552 valid_0's tweedie: 12.9162
[100] valid_0's poisson: -96.3112 valid_0's tweedie: 12.9102
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3118 valid_0's tweedie: 13.7524
[2] valid_0's poisson: -87.4525 valid_0's tweedie: 13.7409
[3] valid_0's poisson: -87.5916 valid_0's tweedie: 13.7294
[4] valid_0's poisson: -87.7293 valid_0's tweedie: 13.7181
[5] valid_0's poisson: -87.8655 valid_0's tweedie: 13.7068
[6] valid_0's poisson: -88.0003 valid_0's tweedie: 13.6956
[7] valid_0's poisson: -88.1337 valid_0's tweedie: 13.6845
[8] valid_0's poisson: -88.266 valid_0's tweedie: 13.6734
[9] valid_0's poisson: -88.3966 valid_0's tweedie: 13.6624
[10] valid_0's poisson: -88.5262 valid_0's tweedie: 13.6515
[11] valid_0's poisson: -88.6545 valid_0's tweedie: 13.6406
[12] valid_0's poisson: -88.7814 valid_0's tweedie: 13.6298
[13] valid_0's poisson: -88.9066 valid_0's tweedie: 13.6191
[14] valid_0's poisson: -89.0309 valid_0's tweedie: 13.6085
[15] valid_0's poisson: -89.1539 valid_0's tweedie: 13.5979
[16] valid_0's poisson: -89.2755 valid_0's tweedie: 13.5874
[17] valid_0's poisson: -89.3965 valid_0's tweedie: 13.5769
[18] valid_0's poisson: -89.5154 valid_0's tweedie: 13.5666
[19] valid_0's poisson: -89.6336 valid_0's tweedie: 13.5563
[20] valid_0's poisson: -89.7503 valid_0's tweedie: 13.5461
[21] valid_0's poisson: -89.8662 valid_0's tweedie: 13.5359
[22] valid_0's poisson: -89.9806 valid_0's tweedie: 13.5258
[23] valid_0's poisson: -90.094 valid_0's tweedie: 13.5158
[24] valid_0's poisson: -90.2061 valid_0's tweedie: 13.5059
[25] valid_0's poisson: -90.3173 valid_0's tweedie: 13.496
[26] valid_0's poisson: -90.4273 valid_0's tweedie: 13.4861
[27] valid_0's poisson: -90.5361 valid_0's tweedie: 13.4764
[28] valid_0's poisson: -90.644 valid_0's tweedie: 13.4667
[29] valid_0's poisson: -90.7506 valid_0's tweedie: 13.4571
[30] valid_0's poisson: -90.8562 valid_0's tweedie: 13.4475
[31] valid_0's poisson: -90.9604 valid_0's tweedie: 13.438
[32] valid_0's poisson: -91.0643 valid_0's tweedie: 13.4286
[33] valid_0's poisson: -91.1676 valid_0's tweedie: 13.4192
[34] valid_0's poisson: -91.2686 valid_0's tweedie: 13.4099
[35] valid_0's poisson: -91.3686 valid_0's tweedie: 13.4007
[36] valid_0's poisson: -91.4689 valid_0's tweedie: 13.3915
[37] valid_0's poisson: -91.5674 valid_0's tweedie: 13.3823
[38] valid_0's poisson: -91.6652 valid_0's tweedie: 13.3733
[39] valid_0's poisson: -91.7624 valid_0's tweedie: 13.3642
[40] valid_0's poisson: -91.8589 valid_0's tweedie: 13.3552
[41] valid_0's poisson: -91.9554 valid_0's tweedie: 13.3462
[42] valid_0's poisson: -92.0497 valid_0's tweedie: 13.3374
[43] valid_0's poisson: -92.1429 valid_0's tweedie: 13.3286
[44] valid_0's poisson: -92.2362 valid_0's tweedie: 13.3198
[45] valid_0's poisson: -92.3278 valid_0's tweedie: 13.3112
[46] valid_0's poisson: -92.4197 valid_0's tweedie: 13.3025
[47] valid_0's poisson: -92.5088 valid_0's tweedie: 13.294
[48] valid_0's poisson: -92.5985 valid_0's tweedie: 13.2854
[49] valid_0's poisson: -92.6873 valid_0's tweedie: 13.277
[50] valid_0's poisson: -92.7748 valid_0's tweedie: 13.2686
[51] valid_0's poisson: -92.8617 valid_0's tweedie: 13.2603
[52] valid_0's poisson: -92.9474 valid_0's tweedie: 13.252
[53] valid_0's poisson: -93.0325 valid_0's tweedie: 13.2438
[54] valid_0's poisson: -93.1177 valid_0's tweedie: 13.2356
[55] valid_0's poisson: -93.2003 valid_0's tweedie: 13.2275
[56] valid_0's poisson: -93.2837 valid_0's tweedie: 13.2194
[57] valid_0's poisson: -93.3664 valid_0's tweedie: 13.2114
[58] valid_0's poisson: -93.4474 valid_0's tweedie: 13.2034
[59] valid_0's poisson: -93.5285 valid_0's tweedie: 13.1955
[60] valid_0's poisson: -93.6081 valid_0's tweedie: 13.1877
[61] valid_0's poisson: -93.687 valid_0's tweedie: 13.1799
[62] valid_0's poisson: -93.7655 valid_0's tweedie: 13.1722
[63] valid_0's poisson: -93.8426 valid_0's tweedie: 13.1646
[64] valid_0's poisson: -93.9196 valid_0's tweedie: 13.1569
[65] valid_0's poisson: -93.9966 valid_0's tweedie: 13.1493
[66] valid_0's poisson: -94.0713 valid_0's tweedie: 13.1418
[67] valid_0's poisson: -94.1467 valid_0's tweedie: 13.1343
[68] valid_0's poisson: -94.2218 valid_0's tweedie: 13.1269
[69] valid_0's poisson: -94.2942 valid_0's tweedie: 13.1196
[70] valid_0's poisson: -94.3678 valid_0's tweedie: 13.1122
[71] valid_0's poisson: -94.4403 valid_0's tweedie: 13.1049
[72] valid_0's poisson: -94.5122 valid_0's tweedie: 13.0977
[73] valid_0's poisson: -94.5826 valid_0's tweedie: 13.0905
[74] valid_0's poisson: -94.6537 valid_0's tweedie: 13.0834
[75] valid_0's poisson: -94.7238 valid_0's tweedie: 13.0763
[76] valid_0's poisson: -94.7921 valid_0's tweedie: 13.0694
[77] valid_0's poisson: -94.8614 valid_0's tweedie: 13.0624
[78] valid_0's poisson: -94.9299 valid_0's tweedie: 13.0554
[79] valid_0's poisson: -94.9965 valid_0's tweedie: 13.0486
[80] valid_0's poisson: -95.0633 valid_0's tweedie: 13.0418
[81] valid_0's poisson: -95.1303 valid_0's tweedie: 13.0349
[82] valid_0's poisson: -95.1958 valid_0's tweedie: 13.0282
[83] valid_0's poisson: -95.2602 valid_0's tweedie: 13.0215
[84] valid_0's poisson: -95.3255 valid_0's tweedie: 13.0148
[85] valid_0's poisson: -95.3895 valid_0's tweedie: 13.0082
[86] valid_0's poisson: -95.4522 valid_0's tweedie: 13.0017
[87] valid_0's poisson: -95.5161 valid_0's tweedie: 12.9951
[88] valid_0's poisson: -95.5779 valid_0's tweedie: 12.9887
[89] valid_0's poisson: -95.6403 valid_0's tweedie: 12.9822
[90] valid_0's poisson: -95.702 valid_0's tweedie: 12.9759
[91] valid_0's poisson: -95.7626 valid_0's tweedie: 12.9695
[92] valid_0's poisson: -95.828 valid_0's tweedie: 12.9628
[93] valid_0's poisson: -95.8928 valid_0's tweedie: 12.9561
[94] valid_0's poisson: -95.957 valid_0's tweedie: 12.9495
[95] valid_0's poisson: -96.0159 valid_0's tweedie: 12.9432
[96] valid_0's poisson: -96.0791 valid_0's tweedie: 12.9367
[97] valid_0's poisson: -96.1416 valid_0's tweedie: 12.9302
[98] valid_0's poisson: -96.2028 valid_0's tweedie: 12.9237
[99] valid_0's poisson: -96.2643 valid_0's tweedie: 12.9173
[100] valid_0's poisson: -96.3251 valid_0's tweedie: 12.911
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3187 valid_0's tweedie: 13.7518
[2] valid_0's poisson: -87.4599 valid_0's tweedie: 13.7402
[3] valid_0's poisson: -87.5996 valid_0's tweedie: 13.7287
[4] valid_0's poisson: -87.7377 valid_0's tweedie: 13.7172
[5] valid_0's poisson: -87.8744 valid_0's tweedie: 13.7059
[6] valid_0's poisson: -88.0099 valid_0's tweedie: 13.6946
[7] valid_0's poisson: -88.1436 valid_0's tweedie: 13.6834
[8] valid_0's poisson: -88.2763 valid_0's tweedie: 13.6723
[9] valid_0's poisson: -88.4072 valid_0's tweedie: 13.6612
[10] valid_0's poisson: -88.537 valid_0's tweedie: 13.6502
[11] valid_0's poisson: -88.6655 valid_0's tweedie: 13.6393
[12] valid_0's poisson: -88.7927 valid_0's tweedie: 13.6284
[13] valid_0's poisson: -88.9185 valid_0's tweedie: 13.6177
[14] valid_0's poisson: -89.0425 valid_0's tweedie: 13.607
[15] valid_0's poisson: -89.1658 valid_0's tweedie: 13.5964
[16] valid_0's poisson: -89.2872 valid_0's tweedie: 13.5859
[17] valid_0's poisson: -89.408 valid_0's tweedie: 13.5754
[18] valid_0's poisson: -89.5269 valid_0's tweedie: 13.565
[19] valid_0's poisson: -89.6454 valid_0's tweedie: 13.5546
[20] valid_0's poisson: -89.7625 valid_0's tweedie: 13.5444
[21] valid_0's poisson: -89.8779 valid_0's tweedie: 13.5342
[22] valid_0's poisson: -89.9925 valid_0's tweedie: 13.524
[23] valid_0's poisson: -90.1058 valid_0's tweedie: 13.514
[24] valid_0's poisson: -90.2182 valid_0's tweedie: 13.504
[25] valid_0's poisson: -90.329 valid_0's tweedie: 13.4941
[26] valid_0's poisson: -90.4391 valid_0's tweedie: 13.4842
[27] valid_0's poisson: -90.5483 valid_0's tweedie: 13.4744
[28] valid_0's poisson: -90.6557 valid_0's tweedie: 13.4647
[29] valid_0's poisson: -90.7628 valid_0's tweedie: 13.455
[30] valid_0's poisson: -90.8686 valid_0's tweedie: 13.4454
[31] valid_0's poisson: -90.9735 valid_0's tweedie: 13.4359
[32] valid_0's poisson: -91.0773 valid_0's tweedie: 13.4264
[33] valid_0's poisson: -91.1804 valid_0's tweedie: 13.4169
[34] valid_0's poisson: -91.2829 valid_0's tweedie: 13.4075
[35] valid_0's poisson: -91.3832 valid_0's tweedie: 13.3983
[36] valid_0's poisson: -91.4833 valid_0's tweedie: 13.389
[37] valid_0's poisson: -91.5828 valid_0's tweedie: 13.3798
[38] valid_0's poisson: -91.6808 valid_0's tweedie: 13.3707
[39] valid_0's poisson: -91.7772 valid_0's tweedie: 13.3617
[40] valid_0's poisson: -91.8735 valid_0's tweedie: 13.3527
[41] valid_0's poisson: -91.9693 valid_0's tweedie: 13.3437
[42] valid_0's poisson: -92.0629 valid_0's tweedie: 13.3349
[43] valid_0's poisson: -92.1564 valid_0's tweedie: 13.326
[44] valid_0's poisson: -92.2493 valid_0's tweedie: 13.3173
[45] valid_0's poisson: -92.3409 valid_0's tweedie: 13.3086
[46] valid_0's poisson: -92.431 valid_0's tweedie: 13.3
[47] valid_0's poisson: -92.5213 valid_0's tweedie: 13.2914
[48] valid_0's poisson: -92.6104 valid_0's tweedie: 13.283
[49] valid_0's poisson: -92.6983 valid_0's tweedie: 13.2745
[50] valid_0's poisson: -92.7861 valid_0's tweedie: 13.2661
[51] valid_0's poisson: -92.8727 valid_0's tweedie: 13.2578
[52] valid_0's poisson: -92.9589 valid_0's tweedie: 13.2494
[53] valid_0's poisson: -93.0443 valid_0's tweedie: 13.2412
[54] valid_0's poisson: -93.1278 valid_0's tweedie: 13.233
[55] valid_0's poisson: -93.2113 valid_0's tweedie: 13.225
[56] valid_0's poisson: -93.2946 valid_0's tweedie: 13.2168
[57] valid_0's poisson: -93.3761 valid_0's tweedie: 13.2089
[58] valid_0's poisson: -93.4576 valid_0's tweedie: 13.2009
[59] valid_0's poisson: -93.5388 valid_0's tweedie: 13.193
[60] valid_0's poisson: -93.6178 valid_0's tweedie: 13.1852
[61] valid_0's poisson: -93.6973 valid_0's tweedie: 13.1773
[62] valid_0's poisson: -93.776 valid_0's tweedie: 13.1696
[63] valid_0's poisson: -93.8532 valid_0's tweedie: 13.1619
[64] valid_0's poisson: -93.9306 valid_0's tweedie: 13.1542
[65] valid_0's poisson: -94.0071 valid_0's tweedie: 13.1466
[66] valid_0's poisson: -94.0825 valid_0's tweedie: 13.1391
[67] valid_0's poisson: -94.1579 valid_0's tweedie: 13.1316
[68] valid_0's poisson: -94.232 valid_0's tweedie: 13.1242
[69] valid_0's poisson: -94.3061 valid_0's tweedie: 13.1167
[70] valid_0's poisson: -94.3785 valid_0's tweedie: 13.1094
[71] valid_0's poisson: -94.4508 valid_0's tweedie: 13.1022
[72] valid_0's poisson: -94.523 valid_0's tweedie: 13.0949
[73] valid_0's poisson: -94.5934 valid_0's tweedie: 13.0877
[74] valid_0's poisson: -94.6638 valid_0's tweedie: 13.0806
[75] valid_0's poisson: -94.7331 valid_0's tweedie: 13.0736
[76] valid_0's poisson: -94.8022 valid_0's tweedie: 13.0666
[77] valid_0's poisson: -94.8713 valid_0's tweedie: 13.0595
[78] valid_0's poisson: -94.9394 valid_0's tweedie: 13.0525
[79] valid_0's poisson: -95.0075 valid_0's tweedie: 13.0456
[80] valid_0's poisson: -95.074 valid_0's tweedie: 13.0388
[81] valid_0's poisson: -95.1405 valid_0's tweedie: 13.0319
[82] valid_0's poisson: -95.2061 valid_0's tweedie: 13.0251
[83] valid_0's poisson: -95.2714 valid_0's tweedie: 13.0185
[84] valid_0's poisson: -95.3364 valid_0's tweedie: 13.0118
[85] valid_0's poisson: -95.4 valid_0's tweedie: 13.0051
[86] valid_0's poisson: -95.464 valid_0's tweedie: 12.9985
[87] valid_0's poisson: -95.5273 valid_0's tweedie: 12.9919
[88] valid_0's poisson: -95.595 valid_0's tweedie: 12.985
[89] valid_0's poisson: -95.662 valid_0's tweedie: 12.9781
[90] valid_0's poisson: -95.7283 valid_0's tweedie: 12.9713
[91] valid_0's poisson: -95.7931 valid_0's tweedie: 12.9646
[92] valid_0's poisson: -95.8583 valid_0's tweedie: 12.9578
[93] valid_0's poisson: -95.918 valid_0's tweedie: 12.9515
[94] valid_0's poisson: -95.982 valid_0's tweedie: 12.9449
[95] valid_0's poisson: -96.0455 valid_0's tweedie: 12.9383
[96] valid_0's poisson: -96.1083 valid_0's tweedie: 12.9318
[97] valid_0's poisson: -96.1698 valid_0's tweedie: 12.9253
[98] valid_0's poisson: -96.2315 valid_0's tweedie: 12.9188
[99] valid_0's poisson: -96.2921 valid_0's tweedie: 12.9124
[100] valid_0's poisson: -96.3527 valid_0's tweedie: 12.9061
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.1, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.1
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.3065 valid_0's tweedie: 13.7528
[2] valid_0's poisson: -87.4478 valid_0's tweedie: 13.7413
[3] valid_0's poisson: -87.5882 valid_0's tweedie: 13.7298
[4] valid_0's poisson: -87.7264 valid_0's tweedie: 13.7184
[5] valid_0's poisson: -87.8638 valid_0's tweedie: 13.7071
[6] valid_0's poisson: -88 valid_0's tweedie: 13.6958
[7] valid_0's poisson: -88.1342 valid_0's tweedie: 13.6846
[8] valid_0's poisson: -88.2678 valid_0's tweedie: 13.6734
[9] valid_0's poisson: -88.3992 valid_0's tweedie: 13.6624
[10] valid_0's poisson: -88.5297 valid_0's tweedie: 13.6514
[11] valid_0's poisson: -88.6583 valid_0's tweedie: 13.6405
[12] valid_0's poisson: -88.7866 valid_0's tweedie: 13.6296
[13] valid_0's poisson: -88.9125 valid_0's tweedie: 13.6189
[14] valid_0's poisson: -89.0382 valid_0's tweedie: 13.6082
[15] valid_0's poisson: -89.1624 valid_0's tweedie: 13.5975
[16] valid_0's poisson: -89.2845 valid_0's tweedie: 13.587
[17] valid_0's poisson: -89.4059 valid_0's tweedie: 13.5765
[18] valid_0's poisson: -89.526 valid_0's tweedie: 13.5661
[19] valid_0's poisson: -89.6452 valid_0's tweedie: 13.5557
[20] valid_0's poisson: -89.7623 valid_0's tweedie: 13.5455
[21] valid_0's poisson: -89.8788 valid_0's tweedie: 13.5353
[22] valid_0's poisson: -89.9939 valid_0's tweedie: 13.5251
[23] valid_0's poisson: -90.1084 valid_0's tweedie: 13.515
[24] valid_0's poisson: -90.2213 valid_0's tweedie: 13.505
[25] valid_0's poisson: -90.3329 valid_0's tweedie: 13.4951
[26] valid_0's poisson: -90.4438 valid_0's tweedie: 13.4852
[27] valid_0's poisson: -90.5533 valid_0's tweedie: 13.4754
[28] valid_0's poisson: -90.662 valid_0's tweedie: 13.4657
[29] valid_0's poisson: -90.7689 valid_0's tweedie: 13.456
[30] valid_0's poisson: -90.8751 valid_0's tweedie: 13.4464
[31] valid_0's poisson: -90.9801 valid_0's tweedie: 13.4369
[32] valid_0's poisson: -91.0845 valid_0's tweedie: 13.4274
[33] valid_0's poisson: -91.1885 valid_0's tweedie: 13.4179
[34] valid_0's poisson: -91.2909 valid_0's tweedie: 13.4086
[35] valid_0's poisson: -91.3927 valid_0's tweedie: 13.3992
[36] valid_0's poisson: -91.4931 valid_0's tweedie: 13.39
[37] valid_0's poisson: -91.5928 valid_0's tweedie: 13.3808
[38] valid_0's poisson: -91.6911 valid_0's tweedie: 13.3717
[39] valid_0's poisson: -91.7892 valid_0's tweedie: 13.3626
[40] valid_0's poisson: -91.8862 valid_0's tweedie: 13.3536
[41] valid_0's poisson: -91.9817 valid_0's tweedie: 13.3446
[42] valid_0's poisson: -92.0766 valid_0's tweedie: 13.3358
[43] valid_0's poisson: -92.1708 valid_0's tweedie: 13.3269
[44] valid_0's poisson: -92.2637 valid_0's tweedie: 13.3182
[45] valid_0's poisson: -92.3559 valid_0's tweedie: 13.3095
[46] valid_0's poisson: -92.4476 valid_0's tweedie: 13.3008
[47] valid_0's poisson: -92.5378 valid_0's tweedie: 13.2922
[48] valid_0's poisson: -92.6273 valid_0's tweedie: 13.2837
[49] valid_0's poisson: -92.7164 valid_0's tweedie: 13.2752
[50] valid_0's poisson: -92.8038 valid_0's tweedie: 13.2668
[51] valid_0's poisson: -92.891 valid_0's tweedie: 13.2584
[52] valid_0's poisson: -92.9779 valid_0's tweedie: 13.2501
[53] valid_0's poisson: -93.0632 valid_0's tweedie: 13.2419
[54] valid_0's poisson: -93.1478 valid_0's tweedie: 13.2337
[55] valid_0's poisson: -93.2323 valid_0's tweedie: 13.2255
[56] valid_0's poisson: -93.3152 valid_0's tweedie: 13.2174
[57] valid_0's poisson: -93.3974 valid_0's tweedie: 13.2094
[58] valid_0's poisson: -93.4797 valid_0's tweedie: 13.2014
[59] valid_0's poisson: -93.5602 valid_0's tweedie: 13.1935
[60] valid_0's poisson: -93.6402 valid_0's tweedie: 13.1856
[61] valid_0's poisson: -93.7202 valid_0's tweedie: 13.1778
[62] valid_0's poisson: -93.7985 valid_0's tweedie: 13.17
[63] valid_0's poisson: -93.8768 valid_0's tweedie: 13.1623
[64] valid_0's poisson: -93.9542 valid_0's tweedie: 13.1546
[65] valid_0's poisson: -94.0303 valid_0's tweedie: 13.1471
[66] valid_0's poisson: -94.1064 valid_0's tweedie: 13.1396
[67] valid_0's poisson: -94.1818 valid_0's tweedie: 13.132
[68] valid_0's poisson: -94.2563 valid_0's tweedie: 13.1246
[69] valid_0's poisson: -94.3311 valid_0's tweedie: 13.1171
[70] valid_0's poisson: -94.4042 valid_0's tweedie: 13.1098
[71] valid_0's poisson: -94.4763 valid_0's tweedie: 13.1024
[72] valid_0's poisson: -94.5487 valid_0's tweedie: 13.0952
[73] valid_0's poisson: -94.6195 valid_0's tweedie: 13.0881
[74] valid_0's poisson: -94.69 valid_0's tweedie: 13.0809
[75] valid_0's poisson: -94.7605 valid_0's tweedie: 13.0737
[76] valid_0's poisson: -94.83 valid_0's tweedie: 13.0667
[77] valid_0's poisson: -94.8988 valid_0's tweedie: 13.0597
[78] valid_0's poisson: -94.9673 valid_0's tweedie: 13.0527
[79] valid_0's poisson: -95.0351 valid_0's tweedie: 13.0458
[80] valid_0's poisson: -95.1021 valid_0's tweedie: 13.0389
[81] valid_0's poisson: -95.1689 valid_0's tweedie: 13.0321
[82] valid_0's poisson: -95.2351 valid_0's tweedie: 13.0253
[83] valid_0's poisson: -95.3004 valid_0's tweedie: 13.0186
[84] valid_0's poisson: -95.3649 valid_0's tweedie: 13.0119
[85] valid_0's poisson: -95.4292 valid_0's tweedie: 13.0052
[86] valid_0's poisson: -95.4922 valid_0's tweedie: 12.9986
[87] valid_0's poisson: -95.5603 valid_0's tweedie: 12.9917
[88] valid_0's poisson: -95.6277 valid_0's tweedie: 12.9848
[89] valid_0's poisson: -95.6945 valid_0's tweedie: 12.9779
[90] valid_0's poisson: -95.7557 valid_0's tweedie: 12.9715
[91] valid_0's poisson: -95.8213 valid_0's tweedie: 12.9648
[92] valid_0's poisson: -95.8858 valid_0's tweedie: 12.958
[93] valid_0's poisson: -95.9503 valid_0's tweedie: 12.9514
[94] valid_0's poisson: -96.0141 valid_0's tweedie: 12.9448
[95] valid_0's poisson: -96.0767 valid_0's tweedie: 12.9382
[96] valid_0's poisson: -96.1394 valid_0's tweedie: 12.9317
[97] valid_0's poisson: -96.1971 valid_0's tweedie: 12.9255
[98] valid_0's poisson: -96.2587 valid_0's tweedie: 12.9191
[99] valid_0's poisson: -96.3201 valid_0's tweedie: 12.9127
[100] valid_0's poisson: -96.38 valid_0's tweedie: 12.9064
[CV] END bagging_fraction=0.8, lambda_l1=0.1, lambda_l2=0, learning_rate=0.00390625, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -94.9463 valid_0's tweedie: 16.191
[2] valid_0's poisson: -99.6589 valid_0's tweedie: 15.5452
[3] valid_0's poisson: -102.595 valid_0's tweedie: 15.1239
[4] valid_0's poisson: -104.577 valid_0's tweedie: 14.8347
[5] valid_0's poisson: -105.826 valid_0's tweedie: 14.648
[6] valid_0's poisson: -106.759 valid_0's tweedie: 14.52
[7] valid_0's poisson: -107.311 valid_0's tweedie: 14.4394
[8] valid_0's poisson: -107.754 valid_0's tweedie: 14.3817
[9] valid_0's poisson: -108.101 valid_0's tweedie: 14.3405
[10] valid_0's poisson: -108.311 valid_0's tweedie: 14.3136
[11] valid_0's poisson: -108.486 valid_0's tweedie: 14.292
[12] valid_0's poisson: -108.635 valid_0's tweedie: 14.2729
[13] valid_0's poisson: -108.742 valid_0's tweedie: 14.2604
[14] valid_0's poisson: -108.827 valid_0's tweedie: 14.2491
[15] valid_0's poisson: -108.894 valid_0's tweedie: 14.2416
[16] valid_0's poisson: -108.935 valid_0's tweedie: 14.2373
[17] valid_0's poisson: -108.97 valid_0's tweedie: 14.2299
[18] valid_0's poisson: -109.008 valid_0's tweedie: 14.2248
[19] valid_0's poisson: -109.068 valid_0's tweedie: 14.2186
[20] valid_0's poisson: -109.085 valid_0's tweedie: 14.2166
[21] valid_0's poisson: -109.141 valid_0's tweedie: 14.2088
[22] valid_0's poisson: -109.159 valid_0's tweedie: 14.2059
[23] valid_0's poisson: -109.183 valid_0's tweedie: 14.2009
[24] valid_0's poisson: -109.189 valid_0's tweedie: 14.1995
[25] valid_0's poisson: -109.209 valid_0's tweedie: 14.1969
[26] valid_0's poisson: -109.233 valid_0's tweedie: 14.1939
[27] valid_0's poisson: -109.258 valid_0's tweedie: 14.1916
[28] valid_0's poisson: -109.276 valid_0's tweedie: 14.1904
[29] valid_0's poisson: -109.279 valid_0's tweedie: 14.1901
[30] valid_0's poisson: -109.294 valid_0's tweedie: 14.1881
[31] valid_0's poisson: -109.308 valid_0's tweedie: 14.1872
[32] valid_0's poisson: -109.327 valid_0's tweedie: 14.1856
[33] valid_0's poisson: -109.345 valid_0's tweedie: 14.1843
[34] valid_0's poisson: -109.349 valid_0's tweedie: 14.1832
[35] valid_0's poisson: -109.358 valid_0's tweedie: 14.1828
[36] valid_0's poisson: -109.362 valid_0's tweedie: 14.1819
[37] valid_0's poisson: -109.365 valid_0's tweedie: 14.1818
[38] valid_0's poisson: -109.388 valid_0's tweedie: 14.1792
[39] valid_0's poisson: -109.391 valid_0's tweedie: 14.1791
[40] valid_0's poisson: -109.394 valid_0's tweedie: 14.1789
[41] valid_0's poisson: -109.402 valid_0's tweedie: 14.1781
[42] valid_0's poisson: -109.413 valid_0's tweedie: 14.1774
[43] valid_0's poisson: -109.416 valid_0's tweedie: 14.177
[44] valid_0's poisson: -109.424 valid_0's tweedie: 14.1766
[45] valid_0's poisson: -109.437 valid_0's tweedie: 14.1759
[46] valid_0's poisson: -109.446 valid_0's tweedie: 14.1752
[47] valid_0's poisson: -109.457 valid_0's tweedie: 14.1742
[48] valid_0's poisson: -109.463 valid_0's tweedie: 14.1739
[49] valid_0's poisson: -109.465 valid_0's tweedie: 14.1739
[50] valid_0's poisson: -109.471 valid_0's tweedie: 14.1734
[51] valid_0's poisson: -109.473 valid_0's tweedie: 14.1734
[52] valid_0's poisson: -109.475 valid_0's tweedie: 14.1731
[53] valid_0's poisson: -109.477 valid_0's tweedie: 14.173
[54] valid_0's poisson: -109.487 valid_0's tweedie: 14.1724
[55] valid_0's poisson: -109.488 valid_0's tweedie: 14.1724
[56] valid_0's poisson: -109.488 valid_0's tweedie: 14.1725
[57] valid_0's poisson: -109.489 valid_0's tweedie: 14.1724
[58] valid_0's poisson: -109.493 valid_0's tweedie: 14.1722
[59] valid_0's poisson: -109.494 valid_0's tweedie: 14.1722
[60] valid_0's poisson: -109.496 valid_0's tweedie: 14.1716
[61] valid_0's poisson: -109.504 valid_0's tweedie: 14.1707
[62] valid_0's poisson: -109.509 valid_0's tweedie: 14.1707
[63] valid_0's poisson: -109.515 valid_0's tweedie: 14.1697
[64] valid_0's poisson: -109.516 valid_0's tweedie: 14.1696
[65] valid_0's poisson: -109.522 valid_0's tweedie: 14.1688
[66] valid_0's poisson: -109.527 valid_0's tweedie: 14.1686
[67] valid_0's poisson: -109.534 valid_0's tweedie: 14.1682
[68] valid_0's poisson: -109.536 valid_0's tweedie: 14.1681
[69] valid_0's poisson: -109.54 valid_0's tweedie: 14.1676
[70] valid_0's poisson: -109.544 valid_0's tweedie: 14.1672
[71] valid_0's poisson: -109.549 valid_0's tweedie: 14.1669
[72] valid_0's poisson: -109.551 valid_0's tweedie: 14.1667
[73] valid_0's poisson: -109.55 valid_0's tweedie: 14.1672
[74] valid_0's poisson: -109.55 valid_0's tweedie: 14.1669
[75] valid_0's poisson: -109.557 valid_0's tweedie: 14.1665
[76] valid_0's poisson: -109.558 valid_0's tweedie: 14.166
[77] valid_0's poisson: -109.56 valid_0's tweedie: 14.1659
[78] valid_0's poisson: -109.561 valid_0's tweedie: 14.1659
[79] valid_0's poisson: -109.57 valid_0's tweedie: 14.1654
[80] valid_0's poisson: -109.572 valid_0's tweedie: 14.1649
[81] valid_0's poisson: -109.574 valid_0's tweedie: 14.1648
[82] valid_0's poisson: -109.575 valid_0's tweedie: 14.1649
[83] valid_0's poisson: -109.574 valid_0's tweedie: 14.165
[84] valid_0's poisson: -109.573 valid_0's tweedie: 14.1651
[85] valid_0's poisson: -109.573 valid_0's tweedie: 14.1651
[86] valid_0's poisson: -109.571 valid_0's tweedie: 14.1654
[87] valid_0's poisson: -109.574 valid_0's tweedie: 14.1647
[88] valid_0's poisson: -109.576 valid_0's tweedie: 14.1645
[89] valid_0's poisson: -109.577 valid_0's tweedie: 14.1645
[90] valid_0's poisson: -109.578 valid_0's tweedie: 14.1644
[91] valid_0's poisson: -109.587 valid_0's tweedie: 14.1639
[92] valid_0's poisson: -109.589 valid_0's tweedie: 14.1641
[93] valid_0's poisson: -109.59 valid_0's tweedie: 14.164
[94] valid_0's poisson: -109.591 valid_0's tweedie: 14.1636
[95] valid_0's poisson: -109.594 valid_0's tweedie: 14.1636
[96] valid_0's poisson: -109.593 valid_0's tweedie: 14.1639
[97] valid_0's poisson: -109.595 valid_0's tweedie: 14.1637
[98] valid_0's poisson: -109.599 valid_0's tweedie: 14.1638
[99] valid_0's poisson: -109.605 valid_0's tweedie: 14.1635
[100] valid_0's poisson: -109.602 valid_0's tweedie: 14.1634
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=5, tweedie_variance_power=1.6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -94.9651 valid_0's tweedie: 16.1883
[2] valid_0's poisson: -99.7159 valid_0's tweedie: 15.5374
[3] valid_0's poisson: -102.662 valid_0's tweedie: 15.1143
[4] valid_0's poisson: -104.578 valid_0's tweedie: 14.8314
[5] valid_0's poisson: -105.825 valid_0's tweedie: 14.6481
[6] valid_0's poisson: -106.719 valid_0's tweedie: 14.5224
[7] valid_0's poisson: -107.276 valid_0's tweedie: 14.4499
[8] valid_0's poisson: -107.692 valid_0's tweedie: 14.3924
[9] valid_0's poisson: -108.01 valid_0's tweedie: 14.3558
[10] valid_0's poisson: -108.256 valid_0's tweedie: 14.3183
[11] valid_0's poisson: -108.425 valid_0's tweedie: 14.2964
[12] valid_0's poisson: -108.577 valid_0's tweedie: 14.2804
[13] valid_0's poisson: -108.657 valid_0's tweedie: 14.2687
[14] valid_0's poisson: -108.743 valid_0's tweedie: 14.2596
[15] valid_0's poisson: -108.814 valid_0's tweedie: 14.2523
[16] valid_0's poisson: -108.883 valid_0's tweedie: 14.2453
[17] valid_0's poisson: -108.938 valid_0's tweedie: 14.2339
[18] valid_0's poisson: -108.981 valid_0's tweedie: 14.2275
[19] valid_0's poisson: -109.005 valid_0's tweedie: 14.2248
[20] valid_0's poisson: -109.044 valid_0's tweedie: 14.221
[21] valid_0's poisson: -109.088 valid_0's tweedie: 14.217
[22] valid_0's poisson: -109.127 valid_0's tweedie: 14.2135
[23] valid_0's poisson: -109.154 valid_0's tweedie: 14.2101
[24] valid_0's poisson: -109.173 valid_0's tweedie: 14.2078
[25] valid_0's poisson: -109.181 valid_0's tweedie: 14.2047
[26] valid_0's poisson: -109.212 valid_0's tweedie: 14.2012
[27] valid_0's poisson: -109.23 valid_0's tweedie: 14.1992
[28] valid_0's poisson: -109.231 valid_0's tweedie: 14.199
[29] valid_0's poisson: -109.256 valid_0's tweedie: 14.1969
[30] valid_0's poisson: -109.267 valid_0's tweedie: 14.1943
[31] valid_0's poisson: -109.281 valid_0's tweedie: 14.1927
[32] valid_0's poisson: -109.295 valid_0's tweedie: 14.1913
[33] valid_0's poisson: -109.31 valid_0's tweedie: 14.1903
[34] valid_0's poisson: -109.317 valid_0's tweedie: 14.1894
[35] valid_0's poisson: -109.34 valid_0's tweedie: 14.187
[36] valid_0's poisson: -109.346 valid_0's tweedie: 14.1862
[37] valid_0's poisson: -109.353 valid_0's tweedie: 14.1857
[38] valid_0's poisson: -109.375 valid_0's tweedie: 14.1842
[39] valid_0's poisson: -109.378 valid_0's tweedie: 14.1837
[40] valid_0's poisson: -109.383 valid_0's tweedie: 14.1832
[41] valid_0's poisson: -109.381 valid_0's tweedie: 14.1829
[42] valid_0's poisson: -109.39 valid_0's tweedie: 14.1823
[43] valid_0's poisson: -109.401 valid_0's tweedie: 14.1814
[44] valid_0's poisson: -109.41 valid_0's tweedie: 14.1807
[45] valid_0's poisson: -109.431 valid_0's tweedie: 14.1784
[46] valid_0's poisson: -109.441 valid_0's tweedie: 14.1779
[47] valid_0's poisson: -109.435 valid_0's tweedie: 14.1784
[48] valid_0's poisson: -109.438 valid_0's tweedie: 14.1776
[49] valid_0's poisson: -109.44 valid_0's tweedie: 14.1773
[50] valid_0's poisson: -109.439 valid_0's tweedie: 14.1782
[51] valid_0's poisson: -109.452 valid_0's tweedie: 14.1771
[52] valid_0's poisson: -109.461 valid_0's tweedie: 14.1764
[53] valid_0's poisson: -109.463 valid_0's tweedie: 14.1761
[54] valid_0's poisson: -109.476 valid_0's tweedie: 14.1744
[55] valid_0's poisson: -109.482 valid_0's tweedie: 14.1736
[56] valid_0's poisson: -109.492 valid_0's tweedie: 14.1728
[57] valid_0's poisson: -109.498 valid_0's tweedie: 14.1724
[58] valid_0's poisson: -109.506 valid_0's tweedie: 14.1717
[59] valid_0's poisson: -109.507 valid_0's tweedie: 14.1716
[60] valid_0's poisson: -109.513 valid_0's tweedie: 14.1711
[61] valid_0's poisson: -109.517 valid_0's tweedie: 14.1707
[62] valid_0's poisson: -109.518 valid_0's tweedie: 14.1707
[63] valid_0's poisson: -109.53 valid_0's tweedie: 14.1696
[64] valid_0's poisson: -109.535 valid_0's tweedie: 14.169
[65] valid_0's poisson: -109.534 valid_0's tweedie: 14.1693
[66] valid_0's poisson: -109.537 valid_0's tweedie: 14.1691
[67] valid_0's poisson: -109.535 valid_0's tweedie: 14.1699
[68] valid_0's poisson: -109.538 valid_0's tweedie: 14.1694
[69] valid_0's poisson: -109.543 valid_0's tweedie: 14.169
[70] valid_0's poisson: -109.548 valid_0's tweedie: 14.1687
[71] valid_0's poisson: -109.556 valid_0's tweedie: 14.1683
[72] valid_0's poisson: -109.558 valid_0's tweedie: 14.1677
[73] valid_0's poisson: -109.557 valid_0's tweedie: 14.1679
[74] valid_0's poisson: -109.562 valid_0's tweedie: 14.1675
[75] valid_0's poisson: -109.567 valid_0's tweedie: 14.167
[76] valid_0's poisson: -109.567 valid_0's tweedie: 14.1672
[77] valid_0's poisson: -109.569 valid_0's tweedie: 14.1668
[78] valid_0's poisson: -109.567 valid_0's tweedie: 14.1672
[79] valid_0's poisson: -109.569 valid_0's tweedie: 14.1671
[80] valid_0's poisson: -109.569 valid_0's tweedie: 14.1673
[81] valid_0's poisson: -109.568 valid_0's tweedie: 14.1674
[82] valid_0's poisson: -109.569 valid_0's tweedie: 14.1674
[83] valid_0's poisson: -109.569 valid_0's tweedie: 14.1674
[84] valid_0's poisson: -109.569 valid_0's tweedie: 14.1676
[85] valid_0's poisson: -109.568 valid_0's tweedie: 14.1678
[86] valid_0's poisson: -109.569 valid_0's tweedie: 14.1677
[87] valid_0's poisson: -109.569 valid_0's tweedie: 14.1678
[88] valid_0's poisson: -109.568 valid_0's tweedie: 14.1679
[89] valid_0's poisson: -109.575 valid_0's tweedie: 14.1676
[90] valid_0's poisson: -109.577 valid_0's tweedie: 14.1674
[91] valid_0's poisson: -109.58 valid_0's tweedie: 14.1671
[92] valid_0's poisson: -109.588 valid_0's tweedie: 14.1667
[93] valid_0's poisson: -109.592 valid_0's tweedie: 14.1663
[94] valid_0's poisson: -109.591 valid_0's tweedie: 14.1665
[95] valid_0's poisson: -109.601 valid_0's tweedie: 14.1654
[96] valid_0's poisson: -109.606 valid_0's tweedie: 14.1649
[97] valid_0's poisson: -109.617 valid_0's tweedie: 14.164
[98] valid_0's poisson: -109.617 valid_0's tweedie: 14.1638
[99] valid_0's poisson: -109.623 valid_0's tweedie: 14.1636
[100] valid_0's poisson: -109.624 valid_0's tweedie: 14.1636
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=5, tweedie_variance_power=1.6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -94.9545 valid_0's tweedie: 16.1911
[2] valid_0's poisson: -99.7448 valid_0's tweedie: 15.5376
[3] valid_0's poisson: -102.691 valid_0's tweedie: 15.1141
[4] valid_0's poisson: -104.668 valid_0's tweedie: 14.8274
[5] valid_0's poisson: -105.887 valid_0's tweedie: 14.6481
[6] valid_0's poisson: -106.804 valid_0's tweedie: 14.5146
[7] valid_0's poisson: -107.384 valid_0's tweedie: 14.4328
[8] valid_0's poisson: -107.783 valid_0's tweedie: 14.3772
[9] valid_0's poisson: -108.105 valid_0's tweedie: 14.3394
[10] valid_0's poisson: -108.328 valid_0's tweedie: 14.3113
[11] valid_0's poisson: -108.494 valid_0's tweedie: 14.2928
[12] valid_0's poisson: -108.618 valid_0's tweedie: 14.2767
[13] valid_0's poisson: -108.703 valid_0's tweedie: 14.2598
[14] valid_0's poisson: -108.814 valid_0's tweedie: 14.2487
[15] valid_0's poisson: -108.898 valid_0's tweedie: 14.2394
[16] valid_0's poisson: -108.946 valid_0's tweedie: 14.234
[17] valid_0's poisson: -108.994 valid_0's tweedie: 14.2256
[18] valid_0's poisson: -109.013 valid_0's tweedie: 14.2226
[19] valid_0's poisson: -109.068 valid_0's tweedie: 14.2179
[20] valid_0's poisson: -109.1 valid_0's tweedie: 14.2135
[21] valid_0's poisson: -109.133 valid_0's tweedie: 14.2106
[22] valid_0's poisson: -109.147 valid_0's tweedie: 14.2088
[23] valid_0's poisson: -109.155 valid_0's tweedie: 14.2078
[24] valid_0's poisson: -109.171 valid_0's tweedie: 14.2063
[25] valid_0's poisson: -109.198 valid_0's tweedie: 14.204
[26] valid_0's poisson: -109.239 valid_0's tweedie: 14.2008
[27] valid_0's poisson: -109.259 valid_0's tweedie: 14.1992
[28] valid_0's poisson: -109.271 valid_0's tweedie: 14.198
[29] valid_0's poisson: -109.275 valid_0's tweedie: 14.1967
[30] valid_0's poisson: -109.301 valid_0's tweedie: 14.1948
[31] valid_0's poisson: -109.309 valid_0's tweedie: 14.1938
[32] valid_0's poisson: -109.324 valid_0's tweedie: 14.1928
[33] valid_0's poisson: -109.337 valid_0's tweedie: 14.1917
[34] valid_0's poisson: -109.36 valid_0's tweedie: 14.1897
[35] valid_0's poisson: -109.37 valid_0's tweedie: 14.1891
[36] valid_0's poisson: -109.382 valid_0's tweedie: 14.1882
[37] valid_0's poisson: -109.391 valid_0's tweedie: 14.1873
[38] valid_0's poisson: -109.401 valid_0's tweedie: 14.1864
[39] valid_0's poisson: -109.404 valid_0's tweedie: 14.1861
[40] valid_0's poisson: -109.408 valid_0's tweedie: 14.1859
[41] valid_0's poisson: -109.414 valid_0's tweedie: 14.1854
[42] valid_0's poisson: -109.419 valid_0's tweedie: 14.1854
[43] valid_0's poisson: -109.434 valid_0's tweedie: 14.1841
[44] valid_0's poisson: -109.436 valid_0's tweedie: 14.1834
[45] valid_0's poisson: -109.435 valid_0's tweedie: 14.1834
[46] valid_0's poisson: -109.441 valid_0's tweedie: 14.1826
[47] valid_0's poisson: -109.452 valid_0's tweedie: 14.1814
[48] valid_0's poisson: -109.464 valid_0's tweedie: 14.1804
[49] valid_0's poisson: -109.469 valid_0's tweedie: 14.1799
[50] valid_0's poisson: -109.476 valid_0's tweedie: 14.1791
[51] valid_0's poisson: -109.479 valid_0's tweedie: 14.1785
[52] valid_0's poisson: -109.481 valid_0's tweedie: 14.1783
[53] valid_0's poisson: -109.49 valid_0's tweedie: 14.1769
[54] valid_0's poisson: -109.497 valid_0's tweedie: 14.1764
[55] valid_0's poisson: -109.5 valid_0's tweedie: 14.176
[56] valid_0's poisson: -109.503 valid_0's tweedie: 14.1756
[57] valid_0's poisson: -109.503 valid_0's tweedie: 14.1758
[58] valid_0's poisson: -109.505 valid_0's tweedie: 14.175
[59] valid_0's poisson: -109.51 valid_0's tweedie: 14.1747
[60] valid_0's poisson: -109.511 valid_0's tweedie: 14.1749
[61] valid_0's poisson: -109.514 valid_0's tweedie: 14.1748
[62] valid_0's poisson: -109.517 valid_0's tweedie: 14.1747
[63] valid_0's poisson: -109.523 valid_0's tweedie: 14.1738
[64] valid_0's poisson: -109.526 valid_0's tweedie: 14.1735
[65] valid_0's poisson: -109.525 valid_0's tweedie: 14.1733
[66] valid_0's poisson: -109.533 valid_0's tweedie: 14.1728
[67] valid_0's poisson: -109.533 valid_0's tweedie: 14.1729
[68] valid_0's poisson: -109.532 valid_0's tweedie: 14.1731
[69] valid_0's poisson: -109.537 valid_0's tweedie: 14.1725
[70] valid_0's poisson: -109.547 valid_0's tweedie: 14.1714
[71] valid_0's poisson: -109.547 valid_0's tweedie: 14.1716
[72] valid_0's poisson: -109.547 valid_0's tweedie: 14.1712
[73] valid_0's poisson: -109.549 valid_0's tweedie: 14.172
[74] valid_0's poisson: -109.551 valid_0's tweedie: 14.1715
[75] valid_0's poisson: -109.552 valid_0's tweedie: 14.1716
[76] valid_0's poisson: -109.554 valid_0's tweedie: 14.1712
[77] valid_0's poisson: -109.559 valid_0's tweedie: 14.1706
[78] valid_0's poisson: -109.562 valid_0's tweedie: 14.1703
[79] valid_0's poisson: -109.565 valid_0's tweedie: 14.1702
[80] valid_0's poisson: -109.571 valid_0's tweedie: 14.1693
[81] valid_0's poisson: -109.575 valid_0's tweedie: 14.1691
[82] valid_0's poisson: -109.577 valid_0's tweedie: 14.169
[83] valid_0's poisson: -109.577 valid_0's tweedie: 14.1691
[84] valid_0's poisson: -109.584 valid_0's tweedie: 14.1687
[85] valid_0's poisson: -109.584 valid_0's tweedie: 14.1687
[86] valid_0's poisson: -109.585 valid_0's tweedie: 14.1689
[87] valid_0's poisson: -109.588 valid_0's tweedie: 14.1678
[88] valid_0's poisson: -109.588 valid_0's tweedie: 14.1678
[89] valid_0's poisson: -109.59 valid_0's tweedie: 14.1673
[90] valid_0's poisson: -109.591 valid_0's tweedie: 14.1669
[91] valid_0's poisson: -109.593 valid_0's tweedie: 14.1665
[92] valid_0's poisson: -109.594 valid_0's tweedie: 14.1664
[93] valid_0's poisson: -109.596 valid_0's tweedie: 14.1665
[94] valid_0's poisson: -109.598 valid_0's tweedie: 14.1663
[95] valid_0's poisson: -109.599 valid_0's tweedie: 14.1662
[96] valid_0's poisson: -109.6 valid_0's tweedie: 14.1661
[97] valid_0's poisson: -109.599 valid_0's tweedie: 14.1664
[98] valid_0's poisson: -109.6 valid_0's tweedie: 14.1663
[99] valid_0's poisson: -109.6 valid_0's tweedie: 14.1662
[100] valid_0's poisson: -109.604 valid_0's tweedie: 14.1658
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=5, tweedie_variance_power=1.6; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -94.9369 valid_0's tweedie: 16.1916
[2] valid_0's poisson: -99.7231 valid_0's tweedie: 15.5369
[3] valid_0's poisson: -102.674 valid_0's tweedie: 15.1094
[4] valid_0's poisson: -104.655 valid_0's tweedie: 14.8222
[5] valid_0's poisson: -105.943 valid_0's tweedie: 14.6343
[6] valid_0's poisson: -106.817 valid_0's tweedie: 14.5104
[7] valid_0's poisson: -107.447 valid_0's tweedie: 14.4233
[8] valid_0's poisson: -107.897 valid_0's tweedie: 14.3653
[9] valid_0's poisson: -108.169 valid_0's tweedie: 14.3279
[10] valid_0's poisson: -108.361 valid_0's tweedie: 14.3027
[11] valid_0's poisson: -108.529 valid_0's tweedie: 14.2834
[12] valid_0's poisson: -108.649 valid_0's tweedie: 14.2699
[13] valid_0's poisson: -108.73 valid_0's tweedie: 14.2604
[14] valid_0's poisson: -108.817 valid_0's tweedie: 14.2482
[15] valid_0's poisson: -108.886 valid_0's tweedie: 14.2399
[16] valid_0's poisson: -108.937 valid_0's tweedie: 14.2334
[17] valid_0's poisson: -108.997 valid_0's tweedie: 14.2287
[18] valid_0's poisson: -109.028 valid_0's tweedie: 14.2244
[19] valid_0's poisson: -109.061 valid_0's tweedie: 14.2217
[20] valid_0's poisson: -109.122 valid_0's tweedie: 14.2147
[21] valid_0's poisson: -109.133 valid_0's tweedie: 14.2133
[22] valid_0's poisson: -109.148 valid_0's tweedie: 14.2117
[23] valid_0's poisson: -109.171 valid_0's tweedie: 14.2096
[24] valid_0's poisson: -109.181 valid_0's tweedie: 14.2085
[25] valid_0's poisson: -109.206 valid_0's tweedie: 14.2055
[26] valid_0's poisson: -109.211 valid_0's tweedie: 14.2041
[27] valid_0's poisson: -109.234 valid_0's tweedie: 14.2018
[28] valid_0's poisson: -109.262 valid_0's tweedie: 14.1994
[29] valid_0's poisson: -109.271 valid_0's tweedie: 14.1974
[30] valid_0's poisson: -109.296 valid_0's tweedie: 14.1949
[31] valid_0's poisson: -109.304 valid_0's tweedie: 14.1935
[32] valid_0's poisson: -109.336 valid_0's tweedie: 14.1912
[33] valid_0's poisson: -109.344 valid_0's tweedie: 14.1904
[34] valid_0's poisson: -109.36 valid_0's tweedie: 14.189
[35] valid_0's poisson: -109.369 valid_0's tweedie: 14.1884
[36] valid_0's poisson: -109.372 valid_0's tweedie: 14.1883
[37] valid_0's poisson: -109.372 valid_0's tweedie: 14.1881
[38] valid_0's poisson: -109.373 valid_0's tweedie: 14.1881
[39] valid_0's poisson: -109.392 valid_0's tweedie: 14.1858
[40] valid_0's poisson: -109.41 valid_0's tweedie: 14.1846
[41] valid_0's poisson: -109.414 valid_0's tweedie: 14.1837
[42] valid_0's poisson: -109.413 valid_0's tweedie: 14.1838
[43] valid_0's poisson: -109.422 valid_0's tweedie: 14.1824
[44] valid_0's poisson: -109.435 valid_0's tweedie: 14.1814
[45] valid_0's poisson: -109.442 valid_0's tweedie: 14.181
[46] valid_0's poisson: -109.445 valid_0's tweedie: 14.1805
[47] valid_0's poisson: -109.45 valid_0's tweedie: 14.1799
[48] valid_0's poisson: -109.455 valid_0's tweedie: 14.1794
[49] valid_0's poisson: -109.459 valid_0's tweedie: 14.1789
[50] valid_0's poisson: -109.472 valid_0's tweedie: 14.1782
[51] valid_0's poisson: -109.474 valid_0's tweedie: 14.1782
[52] valid_0's poisson: -109.483 valid_0's tweedie: 14.1773
[53] valid_0's poisson: -109.49 valid_0's tweedie: 14.177
[54] valid_0's poisson: -109.496 valid_0's tweedie: 14.1765
[55] valid_0's poisson: -109.503 valid_0's tweedie: 14.1754
[56] valid_0's poisson: -109.513 valid_0's tweedie: 14.174
[57] valid_0's poisson: -109.516 valid_0's tweedie: 14.1739
[58] valid_0's poisson: -109.52 valid_0's tweedie: 14.1736
[59] valid_0's poisson: -109.52 valid_0's tweedie: 14.1738
[60] valid_0's poisson: -109.521 valid_0's tweedie: 14.1736
[61] valid_0's poisson: -109.526 valid_0's tweedie: 14.1733
[62] valid_0's poisson: -109.528 valid_0's tweedie: 14.1731
[63] valid_0's poisson: -109.536 valid_0's tweedie: 14.1725
[64] valid_0's poisson: -109.541 valid_0's tweedie: 14.1718
[65] valid_0's poisson: -109.548 valid_0's tweedie: 14.1704
[66] valid_0's poisson: -109.545 valid_0's tweedie: 14.1709
[67] valid_0's poisson: -109.554 valid_0's tweedie: 14.1696
[68] valid_0's poisson: -109.564 valid_0's tweedie: 14.169
[69] valid_0's poisson: -109.569 valid_0's tweedie: 14.1689
[70] valid_0's poisson: -109.574 valid_0's tweedie: 14.1684
[71] valid_0's poisson: -109.574 valid_0's tweedie: 14.1683
[72] valid_0's poisson: -109.583 valid_0's tweedie: 14.168
[73] valid_0's poisson: -109.595 valid_0's tweedie: 14.1665
[74] valid_0's poisson: -109.595 valid_0's tweedie: 14.1665
[75] valid_0's poisson: -109.598 valid_0's tweedie: 14.166
[76] valid_0's poisson: -109.601 valid_0's tweedie: 14.1659
[77] valid_0's poisson: -109.603 valid_0's tweedie: 14.1658
[78] valid_0's poisson: -109.603 valid_0's tweedie: 14.1654
[79] valid_0's poisson: -109.606 valid_0's tweedie: 14.165
[80] valid_0's poisson: -109.608 valid_0's tweedie: 14.165
[81] valid_0's poisson: -109.612 valid_0's tweedie: 14.1647
[82] valid_0's poisson: -109.606 valid_0's tweedie: 14.1652
[83] valid_0's poisson: -109.606 valid_0's tweedie: 14.1652
[84] valid_0's poisson: -109.61 valid_0's tweedie: 14.1648
[85] valid_0's poisson: -109.615 valid_0's tweedie: 14.1645
[86] valid_0's poisson: -109.613 valid_0's tweedie: 14.1647
[87] valid_0's poisson: -109.619 valid_0's tweedie: 14.1641
[88] valid_0's poisson: -109.619 valid_0's tweedie: 14.1642
[89] valid_0's poisson: -109.618 valid_0's tweedie: 14.1647
[90] valid_0's poisson: -109.619 valid_0's tweedie: 14.165
[91] valid_0's poisson: -109.621 valid_0's tweedie: 14.1649
[92] valid_0's poisson: -109.623 valid_0's tweedie: 14.1648
[93] valid_0's poisson: -109.623 valid_0's tweedie: 14.1647
[94] valid_0's poisson: -109.622 valid_0's tweedie: 14.1649
[95] valid_0's poisson: -109.622 valid_0's tweedie: 14.165
[96] valid_0's poisson: -109.621 valid_0's tweedie: 14.1651
[97] valid_0's poisson: -109.619 valid_0's tweedie: 14.1652
[98] valid_0's poisson: -109.62 valid_0's tweedie: 14.1651
[99] valid_0's poisson: -109.621 valid_0's tweedie: 14.165
[100] valid_0's poisson: -109.623 valid_0's tweedie: 14.1647
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=5, tweedie_variance_power=1.6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.7, subsample=1.0 will be ignored. Current value: bagging_fraction=0.7
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -94.9562 valid_0's tweedie: 16.193
[2] valid_0's poisson: -99.7486 valid_0's tweedie: 15.5388
[3] valid_0's poisson: -102.701 valid_0's tweedie: 15.1136
[4] valid_0's poisson: -104.623 valid_0's tweedie: 14.8343
[5] valid_0's poisson: -105.907 valid_0's tweedie: 14.6484
[6] valid_0's poisson: -106.77 valid_0's tweedie: 14.5223
[7] valid_0's poisson: -107.349 valid_0's tweedie: 14.4382
[8] valid_0's poisson: -107.811 valid_0's tweedie: 14.3784
[9] valid_0's poisson: -108.067 valid_0's tweedie: 14.3409
[10] valid_0's poisson: -108.306 valid_0's tweedie: 14.3154
[11] valid_0's poisson: -108.466 valid_0's tweedie: 14.2965
[12] valid_0's poisson: -108.585 valid_0's tweedie: 14.2823
[13] valid_0's poisson: -108.727 valid_0's tweedie: 14.2671
[14] valid_0's poisson: -108.806 valid_0's tweedie: 14.255
[15] valid_0's poisson: -108.867 valid_0's tweedie: 14.2475
[16] valid_0's poisson: -108.91 valid_0's tweedie: 14.2413
[17] valid_0's poisson: -108.98 valid_0's tweedie: 14.235
[18] valid_0's poisson: -109.007 valid_0's tweedie: 14.2314
[19] valid_0's poisson: -109.037 valid_0's tweedie: 14.2277
[20] valid_0's poisson: -109.066 valid_0's tweedie: 14.2239
[21] valid_0's poisson: -109.096 valid_0's tweedie: 14.2207
[22] valid_0's poisson: -109.102 valid_0's tweedie: 14.2196
[23] valid_0's poisson: -109.133 valid_0's tweedie: 14.2175
[24] valid_0's poisson: -109.146 valid_0's tweedie: 14.2161
[25] valid_0's poisson: -109.166 valid_0's tweedie: 14.2145
[26] valid_0's poisson: -109.184 valid_0's tweedie: 14.2109
[27] valid_0's poisson: -109.224 valid_0's tweedie: 14.2068
[28] valid_0's poisson: -109.256 valid_0's tweedie: 14.204
[29] valid_0's poisson: -109.26 valid_0's tweedie: 14.204
[30] valid_0's poisson: -109.26 valid_0's tweedie: 14.2038
[31] valid_0's poisson: -109.284 valid_0's tweedie: 14.2007
[32] valid_0's poisson: -109.304 valid_0's tweedie: 14.1991
[33] valid_0's poisson: -109.325 valid_0's tweedie: 14.1968
[34] valid_0's poisson: -109.346 valid_0's tweedie: 14.1958
[35] valid_0's poisson: -109.356 valid_0's tweedie: 14.1954
[36] valid_0's poisson: -109.36 valid_0's tweedie: 14.1951
[37] valid_0's poisson: -109.361 valid_0's tweedie: 14.195
[38] valid_0's poisson: -109.37 valid_0's tweedie: 14.1943
[39] valid_0's poisson: -109.38 valid_0's tweedie: 14.1933
[40] valid_0's poisson: -109.39 valid_0's tweedie: 14.1922
[41] valid_0's poisson: -109.395 valid_0's tweedie: 14.1901
[42] valid_0's poisson: -109.402 valid_0's tweedie: 14.1892
[43] valid_0's poisson: -109.411 valid_0's tweedie: 14.1882
[44] valid_0's poisson: -109.422 valid_0's tweedie: 14.1873
[45] valid_0's poisson: -109.43 valid_0's tweedie: 14.186
[46] valid_0's poisson: -109.43 valid_0's tweedie: 14.1864
[47] valid_0's poisson: -109.439 valid_0's tweedie: 14.1856
[48] valid_0's poisson: -109.448 valid_0's tweedie: 14.185
[49] valid_0's poisson: -109.448 valid_0's tweedie: 14.1852
[50] valid_0's poisson: -109.462 valid_0's tweedie: 14.1841
[51] valid_0's poisson: -109.469 valid_0's tweedie: 14.1836
[52] valid_0's poisson: -109.479 valid_0's tweedie: 14.1828
[53] valid_0's poisson: -109.488 valid_0's tweedie: 14.182
[54] valid_0's poisson: -109.49 valid_0's tweedie: 14.1816
[55] valid_0's poisson: -109.493 valid_0's tweedie: 14.1813
[56] valid_0's poisson: -109.5 valid_0's tweedie: 14.1807
[57] valid_0's poisson: -109.508 valid_0's tweedie: 14.1802
[58] valid_0's poisson: -109.512 valid_0's tweedie: 14.1797
[59] valid_0's poisson: -109.517 valid_0's tweedie: 14.1793
[60] valid_0's poisson: -109.524 valid_0's tweedie: 14.1789
[61] valid_0's poisson: -109.526 valid_0's tweedie: 14.1784
[62] valid_0's poisson: -109.53 valid_0's tweedie: 14.1784
[63] valid_0's poisson: -109.533 valid_0's tweedie: 14.1776
[64] valid_0's poisson: -109.536 valid_0's tweedie: 14.1774
[65] valid_0's poisson: -109.537 valid_0's tweedie: 14.1771
[66] valid_0's poisson: -109.538 valid_0's tweedie: 14.1768
[67] valid_0's poisson: -109.542 valid_0's tweedie: 14.1766
[68] valid_0's poisson: -109.543 valid_0's tweedie: 14.1765
[69] valid_0's poisson: -109.55 valid_0's tweedie: 14.1753
[70] valid_0's poisson: -109.553 valid_0's tweedie: 14.1753
[71] valid_0's poisson: -109.556 valid_0's tweedie: 14.1751
[72] valid_0's poisson: -109.557 valid_0's tweedie: 14.1751
[73] valid_0's poisson: -109.56 valid_0's tweedie: 14.175
[74] valid_0's poisson: -109.564 valid_0's tweedie: 14.1745
[75] valid_0's poisson: -109.565 valid_0's tweedie: 14.1743
[76] valid_0's poisson: -109.565 valid_0's tweedie: 14.1743
[77] valid_0's poisson: -109.561 valid_0's tweedie: 14.1748
[78] valid_0's poisson: -109.566 valid_0's tweedie: 14.1743
[79] valid_0's poisson: -109.568 valid_0's tweedie: 14.1742
[80] valid_0's poisson: -109.573 valid_0's tweedie: 14.1736
[81] valid_0's poisson: -109.575 valid_0's tweedie: 14.1735
[82] valid_0's poisson: -109.577 valid_0's tweedie: 14.1732
[83] valid_0's poisson: -109.575 valid_0's tweedie: 14.1734
[84] valid_0's poisson: -109.577 valid_0's tweedie: 14.1732
[85] valid_0's poisson: -109.579 valid_0's tweedie: 14.1732
[86] valid_0's poisson: -109.582 valid_0's tweedie: 14.1732
[87] valid_0's poisson: -109.581 valid_0's tweedie: 14.1734
[88] valid_0's poisson: -109.585 valid_0's tweedie: 14.1733
[89] valid_0's poisson: -109.586 valid_0's tweedie: 14.1734
[90] valid_0's poisson: -109.586 valid_0's tweedie: 14.1734
[91] valid_0's poisson: -109.583 valid_0's tweedie: 14.1736
[92] valid_0's poisson: -109.584 valid_0's tweedie: 14.1736
[93] valid_0's poisson: -109.588 valid_0's tweedie: 14.1733
[94] valid_0's poisson: -109.589 valid_0's tweedie: 14.1731
[95] valid_0's poisson: -109.59 valid_0's tweedie: 14.1732
[96] valid_0's poisson: -109.596 valid_0's tweedie: 14.1729
[97] valid_0's poisson: -109.601 valid_0's tweedie: 14.1726
[98] valid_0's poisson: -109.615 valid_0's tweedie: 14.1711
[99] valid_0's poisson: -109.614 valid_0's tweedie: 14.1711
[100] valid_0's poisson: -109.616 valid_0's tweedie: 14.171
[CV] END bagging_fraction=0.7, lambda_l1=10, lambda_l2=0, learning_rate=0.25, max_depth=5, tweedie_variance_power=1.6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5387 valid_0's tweedie: 56.5272
[2] valid_0's poisson: -87.8935 valid_0's tweedie: 56.4058
[3] valid_0's poisson: -88.2368 valid_0's tweedie: 56.2882
[4] valid_0's poisson: -88.5717 valid_0's tweedie: 56.1733
[5] valid_0's poisson: -88.8962 valid_0's tweedie: 56.0618
[6] valid_0's poisson: -89.2139 valid_0's tweedie: 55.9523
[7] valid_0's poisson: -89.5234 valid_0's tweedie: 55.8456
[8] valid_0's poisson: -89.8238 valid_0's tweedie: 55.7418
[9] valid_0's poisson: -90.1141 valid_0's tweedie: 55.6414
[10] valid_0's poisson: -90.3982 valid_0's tweedie: 55.5428
[11] valid_0's poisson: -90.6726 valid_0's tweedie: 55.4475
[12] valid_0's poisson: -90.9428 valid_0's tweedie: 55.3534
[13] valid_0's poisson: -91.2039 valid_0's tweedie: 55.2622
[14] valid_0's poisson: -91.456 valid_0's tweedie: 55.1746
[15] valid_0's poisson: -91.704 valid_0's tweedie: 55.0878
[16] valid_0's poisson: -91.9486 valid_0's tweedie: 55.0018
[17] valid_0's poisson: -92.1862 valid_0's tweedie: 54.918
[18] valid_0's poisson: -92.4176 valid_0's tweedie: 54.8362
[19] valid_0's poisson: -92.6472 valid_0's tweedie: 54.756
[20] valid_0's poisson: -92.8684 valid_0's tweedie: 54.6774
[21] valid_0's poisson: -93.0821 valid_0's tweedie: 54.6023
[22] valid_0's poisson: -93.293 valid_0's tweedie: 54.5274
[23] valid_0's poisson: -93.5037 valid_0's tweedie: 54.4535
[24] valid_0's poisson: -93.7063 valid_0's tweedie: 54.3809
[25] valid_0's poisson: -93.9028 valid_0's tweedie: 54.3107
[26] valid_0's poisson: -94.1013 valid_0's tweedie: 54.2408
[27] valid_0's poisson: -94.2902 valid_0's tweedie: 54.1727
[28] valid_0's poisson: -94.4743 valid_0's tweedie: 54.1075
[29] valid_0's poisson: -94.6568 valid_0's tweedie: 54.0421
[30] valid_0's poisson: -94.8389 valid_0's tweedie: 53.9777
[31] valid_0's poisson: -95.0122 valid_0's tweedie: 53.9148
[32] valid_0's poisson: -95.1806 valid_0's tweedie: 53.8549
[33] valid_0's poisson: -95.3503 valid_0's tweedie: 53.7948
[34] valid_0's poisson: -95.5151 valid_0's tweedie: 53.7353
[35] valid_0's poisson: -95.6774 valid_0's tweedie: 53.6777
[36] valid_0's poisson: -95.834 valid_0's tweedie: 53.6204
[37] valid_0's poisson: -95.9862 valid_0's tweedie: 53.5645
[38] valid_0's poisson: -96.1393 valid_0's tweedie: 53.5101
[39] valid_0's poisson: -96.2869 valid_0's tweedie: 53.4563
[40] valid_0's poisson: -96.4356 valid_0's tweedie: 53.4027
[41] valid_0's poisson: -96.58 valid_0's tweedie: 53.3512
[42] valid_0's poisson: -96.7169 valid_0's tweedie: 53.3006
[43] valid_0's poisson: -96.8498 valid_0's tweedie: 53.2513
[44] valid_0's poisson: -96.986 valid_0's tweedie: 53.2027
[45] valid_0's poisson: -97.1346 valid_0's tweedie: 53.1508
[46] valid_0's poisson: -97.2594 valid_0's tweedie: 53.1046
[47] valid_0's poisson: -97.3876 valid_0's tweedie: 53.0588
[48] valid_0's poisson: -97.5274 valid_0's tweedie: 53.01
[49] valid_0's poisson: -97.6455 valid_0's tweedie: 52.9658
[50] valid_0's poisson: -97.7793 valid_0's tweedie: 52.919
[51] valid_0's poisson: -97.8979 valid_0's tweedie: 52.8766
[52] valid_0's poisson: -98.026 valid_0's tweedie: 52.8318
[53] valid_0's poisson: -98.1391 valid_0's tweedie: 52.7913
[54] valid_0's poisson: -98.2617 valid_0's tweedie: 52.7485
[55] valid_0's poisson: -98.3808 valid_0's tweedie: 52.7068
[56] valid_0's poisson: -98.5044 valid_0's tweedie: 52.6627
[57] valid_0's poisson: -98.6228 valid_0's tweedie: 52.623
[58] valid_0's poisson: -98.7422 valid_0's tweedie: 52.5803
[59] valid_0's poisson: -98.8416 valid_0's tweedie: 52.5427
[60] valid_0's poisson: -98.9542 valid_0's tweedie: 52.5049
[61] valid_0's poisson: -99.0492 valid_0's tweedie: 52.4688
[62] valid_0's poisson: -99.1614 valid_0's tweedie: 52.4287
[63] valid_0's poisson: -99.2687 valid_0's tweedie: 52.3926
[64] valid_0's poisson: -99.3581 valid_0's tweedie: 52.3585
[65] valid_0's poisson: -99.465 valid_0's tweedie: 52.3202
[66] valid_0's poisson: -99.5684 valid_0's tweedie: 52.285
[67] valid_0's poisson: -99.6562 valid_0's tweedie: 52.2533
[68] valid_0's poisson: -99.7551 valid_0's tweedie: 52.22
[69] valid_0's poisson: -99.8568 valid_0's tweedie: 52.1836
[70] valid_0's poisson: -99.9534 valid_0's tweedie: 52.1506
[71] valid_0's poisson: -100.033 valid_0's tweedie: 52.1201
[72] valid_0's poisson: -100.125 valid_0's tweedie: 52.089
[73] valid_0's poisson: -100.205 valid_0's tweedie: 52.0601
[74] valid_0's poisson: -100.301 valid_0's tweedie: 52.0259
[75] valid_0's poisson: -100.389 valid_0's tweedie: 51.9963
[76] valid_0's poisson: -100.481 valid_0's tweedie: 51.9632
[77] valid_0's poisson: -100.568 valid_0's tweedie: 51.9334
[78] valid_0's poisson: -100.644 valid_0's tweedie: 51.9053
[79] valid_0's poisson: -100.729 valid_0's tweedie: 51.8765
[80] valid_0's poisson: -100.816 valid_0's tweedie: 51.8453
[81] valid_0's poisson: -100.9 valid_0's tweedie: 51.8179
[82] valid_0's poisson: -100.982 valid_0's tweedie: 51.7887
[83] valid_0's poisson: -101.052 valid_0's tweedie: 51.7626
[84] valid_0's poisson: -101.131 valid_0's tweedie: 51.7355
[85] valid_0's poisson: -101.212 valid_0's tweedie: 51.7064
[86] valid_0's poisson: -101.293 valid_0's tweedie: 51.6781
[87] valid_0's poisson: -101.357 valid_0's tweedie: 51.653
[88] valid_0's poisson: -101.434 valid_0's tweedie: 51.6253
[89] valid_0's poisson: -101.508 valid_0's tweedie: 51.6
[90] valid_0's poisson: -101.583 valid_0's tweedie: 51.5757
[91] valid_0's poisson: -101.642 valid_0's tweedie: 51.5521
[92] valid_0's poisson: -101.715 valid_0's tweedie: 51.5258
[93] valid_0's poisson: -101.785 valid_0's tweedie: 51.5017
[94] valid_0's poisson: -101.843 valid_0's tweedie: 51.479
[95] valid_0's poisson: -101.912 valid_0's tweedie: 51.4545
[96] valid_0's poisson: -101.97 valid_0's tweedie: 51.4332
[97] valid_0's poisson: -102.036 valid_0's tweedie: 51.4095
[98] valid_0's poisson: -102.104 valid_0's tweedie: 51.3851
[99] valid_0's poisson: -102.168 valid_0's tweedie: 51.3632
[100] valid_0's poisson: -102.223 valid_0's tweedie: 51.3422
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.015625, max_depth=2, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5427 valid_0's tweedie: 56.5258
[2] valid_0's poisson: -87.9009 valid_0's tweedie: 56.4032
[3] valid_0's poisson: -88.2491 valid_0's tweedie: 56.284
[4] valid_0's poisson: -88.5866 valid_0's tweedie: 56.1682
[5] valid_0's poisson: -88.9167 valid_0's tweedie: 56.0547
[6] valid_0's poisson: -89.2365 valid_0's tweedie: 55.9447
[7] valid_0's poisson: -89.5465 valid_0's tweedie: 55.8378
[8] valid_0's poisson: -89.8491 valid_0's tweedie: 55.7332
[9] valid_0's poisson: -90.1431 valid_0's tweedie: 55.6313
[10] valid_0's poisson: -90.4297 valid_0's tweedie: 55.532
[11] valid_0's poisson: -90.708 valid_0's tweedie: 55.4352
[12] valid_0's poisson: -90.9777 valid_0's tweedie: 55.3413
[13] valid_0's poisson: -91.2413 valid_0's tweedie: 55.2492
[14] valid_0's poisson: -91.4975 valid_0's tweedie: 55.1595
[15] valid_0's poisson: -91.7465 valid_0's tweedie: 55.072
[16] valid_0's poisson: -91.9911 valid_0's tweedie: 54.9862
[17] valid_0's poisson: -92.2322 valid_0's tweedie: 54.9021
[18] valid_0's poisson: -92.4643 valid_0's tweedie: 54.82
[19] valid_0's poisson: -92.692 valid_0's tweedie: 54.7396
[20] valid_0's poisson: -92.9119 valid_0's tweedie: 54.6625
[21] valid_0's poisson: -93.1331 valid_0's tweedie: 54.585
[22] valid_0's poisson: -93.3457 valid_0's tweedie: 54.5093
[23] valid_0's poisson: -93.5545 valid_0's tweedie: 54.4351
[24] valid_0's poisson: -93.763 valid_0's tweedie: 54.3619
[25] valid_0's poisson: -93.9611 valid_0's tweedie: 54.2908
[26] valid_0's poisson: -94.1537 valid_0's tweedie: 54.2228
[27] valid_0's poisson: -94.343 valid_0's tweedie: 54.1547
[28] valid_0's poisson: -94.5343 valid_0's tweedie: 54.0872
[29] valid_0's poisson: -94.7178 valid_0's tweedie: 54.0214
[30] valid_0's poisson: -94.8941 valid_0's tweedie: 53.9575
[31] valid_0's poisson: -95.0746 valid_0's tweedie: 53.8937
[32] valid_0's poisson: -95.2453 valid_0's tweedie: 53.8321
[33] valid_0's poisson: -95.4114 valid_0's tweedie: 53.773
[34] valid_0's poisson: -95.5795 valid_0's tweedie: 53.7135
[35] valid_0's poisson: -95.7386 valid_0's tweedie: 53.6553
[36] valid_0's poisson: -95.8996 valid_0's tweedie: 53.5982
[37] valid_0's poisson: -96.0538 valid_0's tweedie: 53.5422
[38] valid_0's poisson: -96.202 valid_0's tweedie: 53.4877
[39] valid_0's poisson: -96.3538 valid_0's tweedie: 53.4338
[40] valid_0's poisson: -96.5034 valid_0's tweedie: 53.3798
[41] valid_0's poisson: -96.6541 valid_0's tweedie: 53.3265
[42] valid_0's poisson: -96.7906 valid_0's tweedie: 53.276
[43] valid_0's poisson: -96.9235 valid_0's tweedie: 53.2271
[44] valid_0's poisson: -97.0659 valid_0's tweedie: 53.1766
[45] valid_0's poisson: -97.2138 valid_0's tweedie: 53.125
[46] valid_0's poisson: -97.3575 valid_0's tweedie: 53.0748
[47] valid_0's poisson: -97.4913 valid_0's tweedie: 53.0273
[48] valid_0's poisson: -97.6289 valid_0's tweedie: 52.9793
[49] valid_0's poisson: -97.7643 valid_0's tweedie: 52.9308
[50] valid_0's poisson: -97.8965 valid_0's tweedie: 52.8847
[51] valid_0's poisson: -98.025 valid_0's tweedie: 52.8398
[52] valid_0's poisson: -98.1536 valid_0's tweedie: 52.7938
[53] valid_0's poisson: -98.277 valid_0's tweedie: 52.7507
[54] valid_0's poisson: -98.3998 valid_0's tweedie: 52.7092
[55] valid_0's poisson: -98.5082 valid_0's tweedie: 52.6685
[56] valid_0's poisson: -98.6294 valid_0's tweedie: 52.625
[57] valid_0's poisson: -98.7457 valid_0's tweedie: 52.5845
[58] valid_0's poisson: -98.8611 valid_0's tweedie: 52.5454
[59] valid_0's poisson: -98.9615 valid_0's tweedie: 52.5075
[60] valid_0's poisson: -99.0756 valid_0's tweedie: 52.4665
[61] valid_0's poisson: -99.1858 valid_0's tweedie: 52.4295
[62] valid_0's poisson: -99.2801 valid_0's tweedie: 52.3937
[63] valid_0's poisson: -99.3838 valid_0's tweedie: 52.3569
[64] valid_0's poisson: -99.4886 valid_0's tweedie: 52.3217
[65] valid_0's poisson: -99.5773 valid_0's tweedie: 52.2879
[66] valid_0's poisson: -99.6823 valid_0's tweedie: 52.2501
[67] valid_0's poisson: -99.7801 valid_0's tweedie: 52.216
[68] valid_0's poisson: -99.8796 valid_0's tweedie: 52.1823
[69] valid_0's poisson: -99.9654 valid_0's tweedie: 52.1513
[70] valid_0's poisson: -100.065 valid_0's tweedie: 52.1163
[71] valid_0's poisson: -100.148 valid_0's tweedie: 52.0863
[72] valid_0's poisson: -100.24 valid_0's tweedie: 52.0555
[73] valid_0's poisson: -100.337 valid_0's tweedie: 52.0208
[74] valid_0's poisson: -100.427 valid_0's tweedie: 51.9901
[75] valid_0's poisson: -100.502 valid_0's tweedie: 51.9616
[76] valid_0's poisson: -100.594 valid_0's tweedie: 51.9285
[77] valid_0's poisson: -100.682 valid_0's tweedie: 51.8976
[78] valid_0's poisson: -100.756 valid_0's tweedie: 51.8705
[79] valid_0's poisson: -100.839 valid_0's tweedie: 51.8428
[80] valid_0's poisson: -100.926 valid_0's tweedie: 51.8115
[81] valid_0's poisson: -101.007 valid_0's tweedie: 51.7837
[82] valid_0's poisson: -101.092 valid_0's tweedie: 51.7544
[83] valid_0's poisson: -101.162 valid_0's tweedie: 51.729
[84] valid_0's poisson: -101.24 valid_0's tweedie: 51.7013
[85] valid_0's poisson: -101.305 valid_0's tweedie: 51.6757
[86] valid_0's poisson: -101.386 valid_0's tweedie: 51.6466
[87] valid_0's poisson: -101.461 valid_0's tweedie: 51.621
[88] valid_0's poisson: -101.523 valid_0's tweedie: 51.5969
[89] valid_0's poisson: -101.598 valid_0's tweedie: 51.5725
[90] valid_0's poisson: -101.659 valid_0's tweedie: 51.548
[91] valid_0's poisson: -101.735 valid_0's tweedie: 51.5207
[92] valid_0's poisson: -101.806 valid_0's tweedie: 51.4955
[93] valid_0's poisson: -101.867 valid_0's tweedie: 51.4731
[94] valid_0's poisson: -101.935 valid_0's tweedie: 51.4487
[95] valid_0's poisson: -102.002 valid_0's tweedie: 51.4259
[96] valid_0's poisson: -102.062 valid_0's tweedie: 51.4034
[97] valid_0's poisson: -102.132 valid_0's tweedie: 51.3782
[98] valid_0's poisson: -102.198 valid_0's tweedie: 51.3556
[99] valid_0's poisson: -102.263 valid_0's tweedie: 51.3341
[100] valid_0's poisson: -102.32 valid_0's tweedie: 51.3127
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.015625, max_depth=2, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5361 valid_0's tweedie: 56.5281
[2] valid_0's poisson: -87.8923 valid_0's tweedie: 56.4064
[3] valid_0's poisson: -88.2385 valid_0's tweedie: 56.2879
[4] valid_0's poisson: -88.5734 valid_0's tweedie: 56.1731
[5] valid_0's poisson: -88.899 valid_0's tweedie: 56.0613
[6] valid_0's poisson: -89.2153 valid_0's tweedie: 55.9526
[7] valid_0's poisson: -89.5227 valid_0's tweedie: 55.8467
[8] valid_0's poisson: -89.8248 valid_0's tweedie: 55.7424
[9] valid_0's poisson: -90.1156 valid_0's tweedie: 55.6419
[10] valid_0's poisson: -90.4001 valid_0's tweedie: 55.5432
[11] valid_0's poisson: -90.6752 valid_0's tweedie: 55.4478
[12] valid_0's poisson: -90.9383 valid_0's tweedie: 55.3566
[13] valid_0's poisson: -91.2044 valid_0's tweedie: 55.2638
[14] valid_0's poisson: -91.4558 valid_0's tweedie: 55.1765
[15] valid_0's poisson: -91.7096 valid_0's tweedie: 55.0876
[16] valid_0's poisson: -91.9553 valid_0's tweedie: 55.0015
[17] valid_0's poisson: -92.192 valid_0's tweedie: 54.9191
[18] valid_0's poisson: -92.4284 valid_0's tweedie: 54.8357
[19] valid_0's poisson: -92.6598 valid_0's tweedie: 54.7543
[20] valid_0's poisson: -92.8827 valid_0's tweedie: 54.6764
[21] valid_0's poisson: -93.1031 valid_0's tweedie: 54.5983
[22] valid_0's poisson: -93.3184 valid_0's tweedie: 54.5218
[23] valid_0's poisson: -93.5265 valid_0's tweedie: 54.4475
[24] valid_0's poisson: -93.7331 valid_0's tweedie: 54.3751
[25] valid_0's poisson: -93.9342 valid_0's tweedie: 54.3035
[26] valid_0's poisson: -94.1253 valid_0's tweedie: 54.2361
[27] valid_0's poisson: -94.3178 valid_0's tweedie: 54.1684
[28] valid_0's poisson: -94.5057 valid_0's tweedie: 54.1008
[29] valid_0's poisson: -94.6905 valid_0's tweedie: 54.0345
[30] valid_0's poisson: -94.8719 valid_0's tweedie: 53.9706
[31] valid_0's poisson: -95.047 valid_0's tweedie: 53.9072
[32] valid_0's poisson: -95.2229 valid_0's tweedie: 53.8445
[33] valid_0's poisson: -95.3937 valid_0's tweedie: 53.7841
[34] valid_0's poisson: -95.5579 valid_0's tweedie: 53.7243
[35] valid_0's poisson: -95.7154 valid_0's tweedie: 53.6682
[36] valid_0's poisson: -95.8745 valid_0's tweedie: 53.6118
[37] valid_0's poisson: -96.0308 valid_0's tweedie: 53.5551
[38] valid_0's poisson: -96.1867 valid_0's tweedie: 53.4991
[39] valid_0's poisson: -96.3367 valid_0's tweedie: 53.4458
[40] valid_0's poisson: -96.4821 valid_0's tweedie: 53.3924
[41] valid_0's poisson: -96.6256 valid_0's tweedie: 53.3414
[42] valid_0's poisson: -96.7647 valid_0's tweedie: 53.2901
[43] valid_0's poisson: -96.9059 valid_0's tweedie: 53.2391
[44] valid_0's poisson: -97.0413 valid_0's tweedie: 53.1908
[45] valid_0's poisson: -97.1725 valid_0's tweedie: 53.1424
[46] valid_0's poisson: -97.3187 valid_0's tweedie: 53.0915
[47] valid_0's poisson: -97.4592 valid_0's tweedie: 53.0414
[48] valid_0's poisson: -97.5997 valid_0's tweedie: 52.9924
[49] valid_0's poisson: -97.7345 valid_0's tweedie: 52.9443
[50] valid_0's poisson: -97.8695 valid_0's tweedie: 52.8972
[51] valid_0's poisson: -97.9863 valid_0's tweedie: 52.8536
[52] valid_0's poisson: -98.1087 valid_0's tweedie: 52.8103
[53] valid_0's poisson: -98.2359 valid_0's tweedie: 52.766
[54] valid_0's poisson: -98.3595 valid_0's tweedie: 52.7229
[55] valid_0's poisson: -98.4821 valid_0's tweedie: 52.679
[56] valid_0's poisson: -98.6052 valid_0's tweedie: 52.6379
[57] valid_0's poisson: -98.71 valid_0's tweedie: 52.5985
[58] valid_0's poisson: -98.8267 valid_0's tweedie: 52.5567
[59] valid_0's poisson: -98.9436 valid_0's tweedie: 52.5171
[60] valid_0's poisson: -99.0421 valid_0's tweedie: 52.4799
[61] valid_0's poisson: -99.1553 valid_0's tweedie: 52.4419
[62] valid_0's poisson: -99.2512 valid_0's tweedie: 52.4073
[63] valid_0's poisson: -99.3604 valid_0's tweedie: 52.3682
[64] valid_0's poisson: -99.4685 valid_0's tweedie: 52.332
[65] valid_0's poisson: -99.5593 valid_0's tweedie: 52.2992
[66] valid_0's poisson: -99.6631 valid_0's tweedie: 52.264
[67] valid_0's poisson: -99.7667 valid_0's tweedie: 52.2268
[68] valid_0's poisson: -99.8677 valid_0's tweedie: 52.1929
[69] valid_0's poisson: -99.9522 valid_0's tweedie: 52.161
[70] valid_0's poisson: -100.051 valid_0's tweedie: 52.1255
[71] valid_0's poisson: -100.148 valid_0's tweedie: 52.0926
[72] valid_0's poisson: -100.242 valid_0's tweedie: 52.061
[73] valid_0's poisson: -100.322 valid_0's tweedie: 52.0321
[74] valid_0's poisson: -100.399 valid_0's tweedie: 52.0027
[75] valid_0's poisson: -100.489 valid_0's tweedie: 51.9719
[76] valid_0's poisson: -100.582 valid_0's tweedie: 51.9388
[77] valid_0's poisson: -100.668 valid_0's tweedie: 51.9097
[78] valid_0's poisson: -100.744 valid_0's tweedie: 51.8814
[79] valid_0's poisson: -100.831 valid_0's tweedie: 51.8501
[80] valid_0's poisson: -100.916 valid_0's tweedie: 51.8211
[81] valid_0's poisson: -100.998 valid_0's tweedie: 51.7937
[82] valid_0's poisson: -101.081 valid_0's tweedie: 51.7636
[83] valid_0's poisson: -101.162 valid_0's tweedie: 51.7361
[84] valid_0's poisson: -101.23 valid_0's tweedie: 51.7103
[85] valid_0's poisson: -101.298 valid_0's tweedie: 51.684
[86] valid_0's poisson: -101.376 valid_0's tweedie: 51.6556
[87] valid_0's poisson: -101.453 valid_0's tweedie: 51.6293
[88] valid_0's poisson: -101.53 valid_0's tweedie: 51.6044
[89] valid_0's poisson: -101.593 valid_0's tweedie: 51.5791
[90] valid_0's poisson: -101.656 valid_0's tweedie: 51.5547
[91] valid_0's poisson: -101.73 valid_0's tweedie: 51.5281
[92] valid_0's poisson: -101.805 valid_0's tweedie: 51.5015
[93] valid_0's poisson: -101.876 valid_0's tweedie: 51.4774
[94] valid_0's poisson: -101.935 valid_0's tweedie: 51.4557
[95] valid_0's poisson: -102.004 valid_0's tweedie: 51.4331
[96] valid_0's poisson: -102.062 valid_0's tweedie: 51.411
[97] valid_0's poisson: -102.131 valid_0's tweedie: 51.3865
[98] valid_0's poisson: -102.196 valid_0's tweedie: 51.3642
[99] valid_0's poisson: -102.263 valid_0's tweedie: 51.34
[100] valid_0's poisson: -102.331 valid_0's tweedie: 51.316
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.015625, max_depth=2, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5417 valid_0's tweedie: 56.5261
[2] valid_0's poisson: -87.8972 valid_0's tweedie: 56.4044
[3] valid_0's poisson: -88.2426 valid_0's tweedie: 56.2861
[4] valid_0's poisson: -88.5769 valid_0's tweedie: 56.1713
[5] valid_0's poisson: -88.9019 valid_0's tweedie: 56.0596
[6] valid_0's poisson: -89.2177 valid_0's tweedie: 55.9509
[7] valid_0's poisson: -89.527 valid_0's tweedie: 55.8442
[8] valid_0's poisson: -89.827 valid_0's tweedie: 55.7406
[9] valid_0's poisson: -90.1197 valid_0's tweedie: 55.6392
[10] valid_0's poisson: -90.4041 valid_0's tweedie: 55.5405
[11] valid_0's poisson: -90.6787 valid_0's tweedie: 55.4452
[12] valid_0's poisson: -90.9474 valid_0's tweedie: 55.3514
[13] valid_0's poisson: -91.2067 valid_0's tweedie: 55.2614
[14] valid_0's poisson: -91.4645 valid_0's tweedie: 55.1715
[15] valid_0's poisson: -91.711 valid_0's tweedie: 55.0857
[16] valid_0's poisson: -91.9569 valid_0's tweedie: 54.9995
[17] valid_0's poisson: -92.1974 valid_0's tweedie: 54.9147
[18] valid_0's poisson: -92.4327 valid_0's tweedie: 54.832
[19] valid_0's poisson: -92.6609 valid_0's tweedie: 54.7522
[20] valid_0's poisson: -92.8851 valid_0's tweedie: 54.6727
[21] valid_0's poisson: -93.1031 valid_0's tweedie: 54.5952
[22] valid_0's poisson: -93.3168 valid_0's tweedie: 54.5194
[23] valid_0's poisson: -93.5285 valid_0's tweedie: 54.4452
[24] valid_0's poisson: -93.7318 valid_0's tweedie: 54.3724
[25] valid_0's poisson: -93.9282 valid_0's tweedie: 54.3031
[26] valid_0's poisson: -94.1254 valid_0's tweedie: 54.2338
[27] valid_0's poisson: -94.3182 valid_0's tweedie: 54.1649
[28] valid_0's poisson: -94.5044 valid_0's tweedie: 54.0978
[29] valid_0's poisson: -94.6906 valid_0's tweedie: 54.0315
[30] valid_0's poisson: -94.8735 valid_0's tweedie: 53.9669
[31] valid_0's poisson: -95.0479 valid_0's tweedie: 53.9038
[32] valid_0's poisson: -95.2173 valid_0's tweedie: 53.8436
[33] valid_0's poisson: -95.3878 valid_0's tweedie: 53.7833
[34] valid_0's poisson: -95.5567 valid_0's tweedie: 53.7228
[35] valid_0's poisson: -95.7174 valid_0's tweedie: 53.6642
[36] valid_0's poisson: -95.878 valid_0's tweedie: 53.6072
[37] valid_0's poisson: -96.0335 valid_0's tweedie: 53.5508
[38] valid_0's poisson: -96.1834 valid_0's tweedie: 53.4958
[39] valid_0's poisson: -96.335 valid_0's tweedie: 53.4419
[40] valid_0's poisson: -96.4841 valid_0's tweedie: 53.3881
[41] valid_0's poisson: -96.6246 valid_0's tweedie: 53.3363
[42] valid_0's poisson: -96.7675 valid_0's tweedie: 53.2855
[43] valid_0's poisson: -96.9199 valid_0's tweedie: 53.2322
[44] valid_0's poisson: -97.0615 valid_0's tweedie: 53.1821
[45] valid_0's poisson: -97.2073 valid_0's tweedie: 53.1311
[46] valid_0's poisson: -97.3361 valid_0's tweedie: 53.0835
[47] valid_0's poisson: -97.4695 valid_0's tweedie: 53.0362
[48] valid_0's poisson: -97.6069 valid_0's tweedie: 52.9882
[49] valid_0's poisson: -97.7403 valid_0's tweedie: 52.9415
[50] valid_0's poisson: -97.8735 valid_0's tweedie: 52.8939
[51] valid_0's poisson: -98.0036 valid_0's tweedie: 52.8502
[52] valid_0's poisson: -98.1187 valid_0's tweedie: 52.8072
[53] valid_0's poisson: -98.2305 valid_0's tweedie: 52.7652
[54] valid_0's poisson: -98.3554 valid_0's tweedie: 52.7205
[55] valid_0's poisson: -98.4774 valid_0's tweedie: 52.6795
[56] valid_0's poisson: -98.5845 valid_0's tweedie: 52.6409
[57] valid_0's poisson: -98.7017 valid_0's tweedie: 52.6015
[58] valid_0's poisson: -98.8202 valid_0's tweedie: 52.5591
[59] valid_0's poisson: -98.9204 valid_0's tweedie: 52.5212
[60] valid_0's poisson: -99.0319 valid_0's tweedie: 52.4837
[61] valid_0's poisson: -99.1309 valid_0's tweedie: 52.448
[62] valid_0's poisson: -99.2422 valid_0's tweedie: 52.4081
[63] valid_0's poisson: -99.3487 valid_0's tweedie: 52.3723
[64] valid_0's poisson: -99.4424 valid_0's tweedie: 52.3384
[65] valid_0's poisson: -99.5448 valid_0's tweedie: 52.304
[66] valid_0's poisson: -99.6504 valid_0's tweedie: 52.2661
[67] valid_0's poisson: -99.7525 valid_0's tweedie: 52.2315
[68] valid_0's poisson: -99.8384 valid_0's tweedie: 52.1991
[69] valid_0's poisson: -99.9393 valid_0's tweedie: 52.1628
[70] valid_0's poisson: -100.036 valid_0's tweedie: 52.1301
[71] valid_0's poisson: -100.119 valid_0's tweedie: 52.0998
[72] valid_0's poisson: -100.211 valid_0's tweedie: 52.069
[73] valid_0's poisson: -100.29 valid_0's tweedie: 52.0391
[74] valid_0's poisson: -100.384 valid_0's tweedie: 52.0051
[75] valid_0's poisson: -100.474 valid_0's tweedie: 51.9744
[76] valid_0's poisson: -100.56 valid_0's tweedie: 51.9455
[77] valid_0's poisson: -100.636 valid_0's tweedie: 51.9178
[78] valid_0's poisson: -100.726 valid_0's tweedie: 51.8855
[79] valid_0's poisson: -100.814 valid_0's tweedie: 51.8547
[80] valid_0's poisson: -100.898 valid_0's tweedie: 51.8263
[81] valid_0's poisson: -100.97 valid_0's tweedie: 51.8001
[82] valid_0's poisson: -101.047 valid_0's tweedie: 51.7739
[83] valid_0's poisson: -101.12 valid_0's tweedie: 51.7469
[84] valid_0's poisson: -101.202 valid_0's tweedie: 51.7181
[85] valid_0's poisson: -101.284 valid_0's tweedie: 51.6886
[86] valid_0's poisson: -101.361 valid_0's tweedie: 51.6625
[87] valid_0's poisson: -101.427 valid_0's tweedie: 51.6368
[88] valid_0's poisson: -101.505 valid_0's tweedie: 51.6086
[89] valid_0's poisson: -101.579 valid_0's tweedie: 51.5833
[90] valid_0's poisson: -101.652 valid_0's tweedie: 51.5595
[91] valid_0's poisson: -101.714 valid_0's tweedie: 51.5347
[92] valid_0's poisson: -101.788 valid_0's tweedie: 51.5079
[93] valid_0's poisson: -101.86 valid_0's tweedie: 51.4824
[94] valid_0's poisson: -101.919 valid_0's tweedie: 51.4593
[95] valid_0's poisson: -101.987 valid_0's tweedie: 51.4361
[96] valid_0's poisson: -102.046 valid_0's tweedie: 51.4135
[97] valid_0's poisson: -102.115 valid_0's tweedie: 51.3886
[98] valid_0's poisson: -102.181 valid_0's tweedie: 51.3664
[99] valid_0's poisson: -102.246 valid_0's tweedie: 51.3452
[100] valid_0's poisson: -102.312 valid_0's tweedie: 51.3212
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.015625, max_depth=2, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0.01, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0.01
[LightGBM] [Warning] bagging_fraction is set=0.5, subsample=1.0 will be ignored. Current value: bagging_fraction=0.5
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.5308 valid_0's tweedie: 56.5301
[2] valid_0's poisson: -87.8876 valid_0's tweedie: 56.4082
[3] valid_0's poisson: -88.2344 valid_0's tweedie: 56.2896
[4] valid_0's poisson: -88.5703 valid_0's tweedie: 56.1746
[5] valid_0's poisson: -88.8978 valid_0's tweedie: 56.0622
[6] valid_0's poisson: -89.215 valid_0's tweedie: 55.9533
[7] valid_0's poisson: -89.5233 valid_0's tweedie: 55.8472
[8] valid_0's poisson: -89.8228 valid_0's tweedie: 55.7439
[9] valid_0's poisson: -90.1138 valid_0's tweedie: 55.6434
[10] valid_0's poisson: -90.4005 valid_0's tweedie: 55.5441
[11] valid_0's poisson: -90.678 valid_0's tweedie: 55.4479
[12] valid_0's poisson: -90.9424 valid_0's tweedie: 55.3564
[13] valid_0's poisson: -91.2081 valid_0's tweedie: 55.2638
[14] valid_0's poisson: -91.4606 valid_0's tweedie: 55.1762
[15] valid_0's poisson: -91.7155 valid_0's tweedie: 55.0874
[16] valid_0's poisson: -91.9628 valid_0's tweedie: 55.0007
[17] valid_0's poisson: -92.2 valid_0's tweedie: 54.9181
[18] valid_0's poisson: -92.4361 valid_0's tweedie: 54.8351
[19] valid_0's poisson: -92.666 valid_0's tweedie: 54.7541
[20] valid_0's poisson: -92.8915 valid_0's tweedie: 54.6743
[21] valid_0's poisson: -93.1113 valid_0's tweedie: 54.5967
[22] valid_0's poisson: -93.3274 valid_0's tweedie: 54.5211
[23] valid_0's poisson: -93.5373 valid_0's tweedie: 54.4463
[24] valid_0's poisson: -93.7386 valid_0's tweedie: 54.3756
[25] valid_0's poisson: -93.9393 valid_0's tweedie: 54.3038
[26] valid_0's poisson: -94.1374 valid_0's tweedie: 54.2342
[27] valid_0's poisson: -94.3304 valid_0's tweedie: 54.1654
[28] valid_0's poisson: -94.5148 valid_0's tweedie: 54.1002
[29] valid_0's poisson: -94.6992 valid_0's tweedie: 54.0352
[30] valid_0's poisson: -94.8806 valid_0's tweedie: 53.9697
[31] valid_0's poisson: -95.0577 valid_0's tweedie: 53.9061
[32] valid_0's poisson: -95.2296 valid_0's tweedie: 53.8438
[33] valid_0's poisson: -95.4007 valid_0's tweedie: 53.7833
[34] valid_0's poisson: -95.5659 valid_0's tweedie: 53.7233
[35] valid_0's poisson: -95.7248 valid_0's tweedie: 53.6668
[36] valid_0's poisson: -95.8841 valid_0's tweedie: 53.6103
[37] valid_0's poisson: -96.0399 valid_0's tweedie: 53.5538
[38] valid_0's poisson: -96.1911 valid_0's tweedie: 53.4984
[39] valid_0's poisson: -96.3412 valid_0's tweedie: 53.445
[40] valid_0's poisson: -96.4859 valid_0's tweedie: 53.3918
[41] valid_0's poisson: -96.6329 valid_0's tweedie: 53.3388
[42] valid_0's poisson: -96.7745 valid_0's tweedie: 53.2884
[43] valid_0's poisson: -96.91 valid_0's tweedie: 53.2383
[44] valid_0's poisson: -97.0426 valid_0's tweedie: 53.1896
[45] valid_0's poisson: -97.1904 valid_0's tweedie: 53.1379
[46] valid_0's poisson: -97.3267 valid_0's tweedie: 53.0897
[47] valid_0's poisson: -97.4682 valid_0's tweedie: 53.0402
[48] valid_0's poisson: -97.5934 valid_0's tweedie: 52.9955
[49] valid_0's poisson: -97.7287 valid_0's tweedie: 52.9482
[50] valid_0's poisson: -97.8616 valid_0's tweedie: 52.9008
[51] valid_0's poisson: -97.9917 valid_0's tweedie: 52.8553
[52] valid_0's poisson: -98.1181 valid_0's tweedie: 52.8111
[53] valid_0's poisson: -98.2441 valid_0's tweedie: 52.766
[54] valid_0's poisson: -98.369 valid_0's tweedie: 52.7241
[55] valid_0's poisson: -98.4802 valid_0's tweedie: 52.6823
[56] valid_0's poisson: -98.594 valid_0's tweedie: 52.642
[57] valid_0's poisson: -98.7123 valid_0's tweedie: 52.6023
[58] valid_0's poisson: -98.817 valid_0's tweedie: 52.5627
[59] valid_0's poisson: -98.9188 valid_0's tweedie: 52.5242
[60] valid_0's poisson: -99.033 valid_0's tweedie: 52.4833
[61] valid_0's poisson: -99.1438 valid_0's tweedie: 52.446
[62] valid_0's poisson: -99.2397 valid_0's tweedie: 52.4114
[63] valid_0's poisson: -99.3462 valid_0's tweedie: 52.3756
[64] valid_0's poisson: -99.4376 valid_0's tweedie: 52.3408
[65] valid_0's poisson: -99.5445 valid_0's tweedie: 52.3026
[66] valid_0's poisson: -99.648 valid_0's tweedie: 52.2675
[67] valid_0's poisson: -99.7361 valid_0's tweedie: 52.2356
[68] valid_0's poisson: -99.8341 valid_0's tweedie: 52.2026
[69] valid_0's poisson: -99.9357 valid_0's tweedie: 52.1662
[70] valid_0's poisson: -100.032 valid_0's tweedie: 52.1336
[71] valid_0's poisson: -100.114 valid_0's tweedie: 52.1019
[72] valid_0's poisson: -100.206 valid_0's tweedie: 52.0711
[73] valid_0's poisson: -100.286 valid_0's tweedie: 52.042
[74] valid_0's poisson: -100.381 valid_0's tweedie: 52.0079
[75] valid_0's poisson: -100.469 valid_0's tweedie: 51.9784
[76] valid_0's poisson: -100.545 valid_0's tweedie: 51.9507
[77] valid_0's poisson: -100.632 valid_0's tweedie: 51.9215
[78] valid_0's poisson: -100.722 valid_0's tweedie: 51.889
[79] valid_0's poisson: -100.812 valid_0's tweedie: 51.8576
[80] valid_0's poisson: -100.884 valid_0's tweedie: 51.8316
[81] valid_0's poisson: -100.965 valid_0's tweedie: 51.804
[82] valid_0's poisson: -101.049 valid_0's tweedie: 51.7743
[83] valid_0's poisson: -101.123 valid_0's tweedie: 51.7472
[84] valid_0's poisson: -101.201 valid_0's tweedie: 51.7215
[85] valid_0's poisson: -101.284 valid_0's tweedie: 51.6918
[86] valid_0's poisson: -101.364 valid_0's tweedie: 51.6637
[87] valid_0's poisson: -101.438 valid_0's tweedie: 51.6381
[88] valid_0's poisson: -101.507 valid_0's tweedie: 51.6128
[89] valid_0's poisson: -101.579 valid_0's tweedie: 51.5883
[90] valid_0's poisson: -101.642 valid_0's tweedie: 51.5631
[91] valid_0's poisson: -101.718 valid_0's tweedie: 51.5358
[92] valid_0's poisson: -101.787 valid_0's tweedie: 51.5121
[93] valid_0's poisson: -101.846 valid_0's tweedie: 51.4887
[94] valid_0's poisson: -101.918 valid_0's tweedie: 51.4626
[95] valid_0's poisson: -101.987 valid_0's tweedie: 51.4402
[96] valid_0's poisson: -102.055 valid_0's tweedie: 51.416
[97] valid_0's poisson: -102.114 valid_0's tweedie: 51.3935
[98] valid_0's poisson: -102.177 valid_0's tweedie: 51.3719
[99] valid_0's poisson: -102.245 valid_0's tweedie: 51.3474
[100] valid_0's poisson: -102.31 valid_0's tweedie: 51.3241
[CV] END bagging_fraction=0.5, lambda_l1=0.01, lambda_l2=10, learning_rate=0.015625, max_depth=2, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.0972 valid_0's tweedie: 16.9261
[2] valid_0's poisson: -90.7839 valid_0's tweedie: 16.719
[3] valid_0's poisson: -92.2733 valid_0's tweedie: 16.5309
[4] valid_0's poisson: -93.5736 valid_0's tweedie: 16.3616
[5] valid_0's poisson: -94.7277 valid_0's tweedie: 16.2072
[6] valid_0's poisson: -95.7982 valid_0's tweedie: 16.0632
[7] valid_0's poisson: -96.7356 valid_0's tweedie: 15.9331
[8] valid_0's poisson: -97.5545 valid_0's tweedie: 15.8182
[9] valid_0's poisson: -98.3316 valid_0's tweedie: 15.7074
[10] valid_0's poisson: -99.0094 valid_0's tweedie: 15.6075
[11] valid_0's poisson: -99.6125 valid_0's tweedie: 15.5211
[12] valid_0's poisson: -100.159 valid_0's tweedie: 15.4393
[13] valid_0's poisson: -100.684 valid_0's tweedie: 15.3655
[14] valid_0's poisson: -101.139 valid_0's tweedie: 15.3003
[15] valid_0's poisson: -101.631 valid_0's tweedie: 15.233
[16] valid_0's poisson: -102.026 valid_0's tweedie: 15.175
[17] valid_0's poisson: -102.412 valid_0's tweedie: 15.1226
[18] valid_0's poisson: -102.748 valid_0's tweedie: 15.0741
[19] valid_0's poisson: -103.061 valid_0's tweedie: 15.0309
[20] valid_0's poisson: -103.344 valid_0's tweedie: 14.99
[21] valid_0's poisson: -103.647 valid_0's tweedie: 14.9495
[22] valid_0's poisson: -103.908 valid_0's tweedie: 14.9155
[23] valid_0's poisson: -104.134 valid_0's tweedie: 14.8779
[24] valid_0's poisson: -104.38 valid_0's tweedie: 14.8468
[25] valid_0's poisson: -104.59 valid_0's tweedie: 14.82
[26] valid_0's poisson: -104.798 valid_0's tweedie: 14.7928
[27] valid_0's poisson: -104.972 valid_0's tweedie: 14.7636
[28] valid_0's poisson: -105.159 valid_0's tweedie: 14.7392
[29] valid_0's poisson: -105.339 valid_0's tweedie: 14.7157
[30] valid_0's poisson: -105.496 valid_0's tweedie: 14.6953
[31] valid_0's poisson: -105.653 valid_0's tweedie: 14.6759
[32] valid_0's poisson: -105.812 valid_0's tweedie: 14.6556
[33] valid_0's poisson: -105.949 valid_0's tweedie: 14.6374
[34] valid_0's poisson: -106.077 valid_0's tweedie: 14.6206
[35] valid_0's poisson: -106.187 valid_0's tweedie: 14.6062
[36] valid_0's poisson: -106.296 valid_0's tweedie: 14.5928
[37] valid_0's poisson: -106.394 valid_0's tweedie: 14.5805
[38] valid_0's poisson: -106.488 valid_0's tweedie: 14.5639
[39] valid_0's poisson: -106.595 valid_0's tweedie: 14.5506
[40] valid_0's poisson: -106.675 valid_0's tweedie: 14.5401
[41] valid_0's poisson: -106.751 valid_0's tweedie: 14.5265
[42] valid_0's poisson: -106.865 valid_0's tweedie: 14.5133
[43] valid_0's poisson: -106.94 valid_0's tweedie: 14.503
[44] valid_0's poisson: -107.021 valid_0's tweedie: 14.4933
[45] valid_0's poisson: -107.076 valid_0's tweedie: 14.4854
[46] valid_0's poisson: -107.136 valid_0's tweedie: 14.4756
[47] valid_0's poisson: -107.203 valid_0's tweedie: 14.4671
[48] valid_0's poisson: -107.296 valid_0's tweedie: 14.4542
[49] valid_0's poisson: -107.346 valid_0's tweedie: 14.4472
[50] valid_0's poisson: -107.423 valid_0's tweedie: 14.4385
[51] valid_0's poisson: -107.476 valid_0's tweedie: 14.4323
[52] valid_0's poisson: -107.515 valid_0's tweedie: 14.4268
[53] valid_0's poisson: -107.594 valid_0's tweedie: 14.4164
[54] valid_0's poisson: -107.641 valid_0's tweedie: 14.4111
[55] valid_0's poisson: -107.673 valid_0's tweedie: 14.4064
[56] valid_0's poisson: -107.739 valid_0's tweedie: 14.3976
[57] valid_0's poisson: -107.776 valid_0's tweedie: 14.393
[58] valid_0's poisson: -107.807 valid_0's tweedie: 14.3887
[59] valid_0's poisson: -107.848 valid_0's tweedie: 14.3844
[60] valid_0's poisson: -107.882 valid_0's tweedie: 14.3803
[61] valid_0's poisson: -107.906 valid_0's tweedie: 14.3771
[62] valid_0's poisson: -107.931 valid_0's tweedie: 14.3737
[63] valid_0's poisson: -107.982 valid_0's tweedie: 14.3668
[64] valid_0's poisson: -108.011 valid_0's tweedie: 14.3635
[65] valid_0's poisson: -108.033 valid_0's tweedie: 14.3607
[66] valid_0's poisson: -108.063 valid_0's tweedie: 14.3572
[67] valid_0's poisson: -108.085 valid_0's tweedie: 14.3544
[68] valid_0's poisson: -108.099 valid_0's tweedie: 14.352
[69] valid_0's poisson: -108.139 valid_0's tweedie: 14.3463
[70] valid_0's poisson: -108.162 valid_0's tweedie: 14.3442
[71] valid_0's poisson: -108.176 valid_0's tweedie: 14.3422
[72] valid_0's poisson: -108.193 valid_0's tweedie: 14.3403
[73] valid_0's poisson: -108.216 valid_0's tweedie: 14.3375
[74] valid_0's poisson: -108.227 valid_0's tweedie: 14.3358
[75] valid_0's poisson: -108.256 valid_0's tweedie: 14.3313
[76] valid_0's poisson: -108.269 valid_0's tweedie: 14.3297
[77] valid_0's poisson: -108.293 valid_0's tweedie: 14.3269
[78] valid_0's poisson: -108.302 valid_0's tweedie: 14.3254
[79] valid_0's poisson: -108.313 valid_0's tweedie: 14.3227
[80] valid_0's poisson: -108.33 valid_0's tweedie: 14.3205
[81] valid_0's poisson: -108.352 valid_0's tweedie: 14.3169
[82] valid_0's poisson: -108.368 valid_0's tweedie: 14.3149
[83] valid_0's poisson: -108.381 valid_0's tweedie: 14.3133
[84] valid_0's poisson: -108.402 valid_0's tweedie: 14.311
[85] valid_0's poisson: -108.414 valid_0's tweedie: 14.3094
[86] valid_0's poisson: -108.421 valid_0's tweedie: 14.3082
[87] valid_0's poisson: -108.433 valid_0's tweedie: 14.3067
[88] valid_0's poisson: -108.452 valid_0's tweedie: 14.3047
[89] valid_0's poisson: -108.465 valid_0's tweedie: 14.3032
[90] valid_0's poisson: -108.468 valid_0's tweedie: 14.3026
[91] valid_0's poisson: -108.473 valid_0's tweedie: 14.3012
[92] valid_0's poisson: -108.484 valid_0's tweedie: 14.2992
[93] valid_0's poisson: -108.502 valid_0's tweedie: 14.2964
[94] valid_0's poisson: -108.515 valid_0's tweedie: 14.2949
[95] valid_0's poisson: -108.526 valid_0's tweedie: 14.2936
[96] valid_0's poisson: -108.54 valid_0's tweedie: 14.2918
[97] valid_0's poisson: -108.549 valid_0's tweedie: 14.2908
[98] valid_0's poisson: -108.552 valid_0's tweedie: 14.2899
[99] valid_0's poisson: -108.562 valid_0's tweedie: 14.2888
[100] valid_0's poisson: -108.576 valid_0's tweedie: 14.2865
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.01, learning_rate=0.0625, max_depth=3, tweedie_variance_power=1.6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.107 valid_0's tweedie: 16.9249
[2] valid_0's poisson: -90.7949 valid_0's tweedie: 16.7177
[3] valid_0's poisson: -92.2898 valid_0's tweedie: 16.5287
[4] valid_0's poisson: -93.5993 valid_0's tweedie: 16.3588
[5] valid_0's poisson: -94.7482 valid_0's tweedie: 16.2054
[6] valid_0's poisson: -95.7745 valid_0's tweedie: 16.0656
[7] valid_0's poisson: -96.7402 valid_0's tweedie: 15.9335
[8] valid_0's poisson: -97.5841 valid_0's tweedie: 15.8143
[9] valid_0's poisson: -98.3231 valid_0's tweedie: 15.7077
[10] valid_0's poisson: -99.0121 valid_0's tweedie: 15.6095
[11] valid_0's poisson: -99.6232 valid_0's tweedie: 15.5185
[12] valid_0's poisson: -100.214 valid_0's tweedie: 15.4349
[13] valid_0's poisson: -100.708 valid_0's tweedie: 15.3627
[14] valid_0's poisson: -101.246 valid_0's tweedie: 15.2884
[15] valid_0's poisson: -101.713 valid_0's tweedie: 15.2215
[16] valid_0's poisson: -102.14 valid_0's tweedie: 15.163
[17] valid_0's poisson: -102.487 valid_0's tweedie: 15.1116
[18] valid_0's poisson: -102.821 valid_0's tweedie: 15.0628
[19] valid_0's poisson: -103.14 valid_0's tweedie: 15.0183
[20] valid_0's poisson: -103.458 valid_0's tweedie: 14.9751
[21] valid_0's poisson: -103.746 valid_0's tweedie: 14.9371
[22] valid_0's poisson: -104.012 valid_0's tweedie: 14.9009
[23] valid_0's poisson: -104.255 valid_0's tweedie: 14.8687
[24] valid_0's poisson: -104.487 valid_0's tweedie: 14.838
[25] valid_0's poisson: -104.687 valid_0's tweedie: 14.8057
[26] valid_0's poisson: -104.896 valid_0's tweedie: 14.779
[27] valid_0's poisson: -105.099 valid_0's tweedie: 14.754
[28] valid_0's poisson: -105.279 valid_0's tweedie: 14.7313
[29] valid_0's poisson: -105.431 valid_0's tweedie: 14.7048
[30] valid_0's poisson: -105.598 valid_0's tweedie: 14.6844
[31] valid_0's poisson: -105.727 valid_0's tweedie: 14.662
[32] valid_0's poisson: -105.886 valid_0's tweedie: 14.6433
[33] valid_0's poisson: -106.014 valid_0's tweedie: 14.6267
[34] valid_0's poisson: -106.119 valid_0's tweedie: 14.6081
[35] valid_0's poisson: -106.232 valid_0's tweedie: 14.5936
[36] valid_0's poisson: -106.365 valid_0's tweedie: 14.5782
[37] valid_0's poisson: -106.462 valid_0's tweedie: 14.5653
[38] valid_0's poisson: -106.559 valid_0's tweedie: 14.5524
[39] valid_0's poisson: -106.641 valid_0's tweedie: 14.5386
[40] valid_0's poisson: -106.736 valid_0's tweedie: 14.5264
[41] valid_0's poisson: -106.81 valid_0's tweedie: 14.5167
[42] valid_0's poisson: -106.879 valid_0's tweedie: 14.5032
[43] valid_0's poisson: -106.987 valid_0's tweedie: 14.4918
[44] valid_0's poisson: -107.059 valid_0's tweedie: 14.4824
[45] valid_0's poisson: -107.122 valid_0's tweedie: 14.4741
[46] valid_0's poisson: -107.22 valid_0's tweedie: 14.4604
[47] valid_0's poisson: -107.281 valid_0's tweedie: 14.4522
[48] valid_0's poisson: -107.333 valid_0's tweedie: 14.4452
[49] valid_0's poisson: -107.381 valid_0's tweedie: 14.4365
[50] valid_0's poisson: -107.433 valid_0's tweedie: 14.4296
[51] valid_0's poisson: -107.51 valid_0's tweedie: 14.4191
[52] valid_0's poisson: -107.551 valid_0's tweedie: 14.4136
[53] valid_0's poisson: -107.625 valid_0's tweedie: 14.4042
[54] valid_0's poisson: -107.659 valid_0's tweedie: 14.3995
[55] valid_0's poisson: -107.705 valid_0's tweedie: 14.3943
[56] valid_0's poisson: -107.743 valid_0's tweedie: 14.3894
[57] valid_0's poisson: -107.806 valid_0's tweedie: 14.3815
[58] valid_0's poisson: -107.835 valid_0's tweedie: 14.3774
[59] valid_0's poisson: -107.875 valid_0's tweedie: 14.3727
[60] valid_0's poisson: -107.911 valid_0's tweedie: 14.3686
[61] valid_0's poisson: -107.942 valid_0's tweedie: 14.365
[62] valid_0's poisson: -107.973 valid_0's tweedie: 14.361
[63] valid_0's poisson: -108.002 valid_0's tweedie: 14.3575
[64] valid_0's poisson: -108.026 valid_0's tweedie: 14.3544
[65] valid_0's poisson: -108.049 valid_0's tweedie: 14.3518
[66] valid_0's poisson: -108.074 valid_0's tweedie: 14.3491
[67] valid_0's poisson: -108.089 valid_0's tweedie: 14.3466
[68] valid_0's poisson: -108.113 valid_0's tweedie: 14.3435
[69] valid_0's poisson: -108.129 valid_0's tweedie: 14.3416
[70] valid_0's poisson: -108.154 valid_0's tweedie: 14.3389
[71] valid_0's poisson: -108.169 valid_0's tweedie: 14.3367
[72] valid_0's poisson: -108.191 valid_0's tweedie: 14.3344
[73] valid_0's poisson: -108.213 valid_0's tweedie: 14.3317
[74] valid_0's poisson: -108.245 valid_0's tweedie: 14.3279
[75] valid_0's poisson: -108.256 valid_0's tweedie: 14.3265
[76] valid_0's poisson: -108.275 valid_0's tweedie: 14.3243
[77] valid_0's poisson: -108.293 valid_0's tweedie: 14.3224
[78] valid_0's poisson: -108.305 valid_0's tweedie: 14.3208
[79] valid_0's poisson: -108.313 valid_0's tweedie: 14.3186
[80] valid_0's poisson: -108.334 valid_0's tweedie: 14.3154
[81] valid_0's poisson: -108.342 valid_0's tweedie: 14.3141
[82] valid_0's poisson: -108.358 valid_0's tweedie: 14.3121
[83] valid_0's poisson: -108.371 valid_0's tweedie: 14.3108
[84] valid_0's poisson: -108.383 valid_0's tweedie: 14.3091
[85] valid_0's poisson: -108.395 valid_0's tweedie: 14.3076
[86] valid_0's poisson: -108.417 valid_0's tweedie: 14.3055
[87] valid_0's poisson: -108.427 valid_0's tweedie: 14.3042
[88] valid_0's poisson: -108.445 valid_0's tweedie: 14.3007
[89] valid_0's poisson: -108.451 valid_0's tweedie: 14.2991
[90] valid_0's poisson: -108.471 valid_0's tweedie: 14.2967
[91] valid_0's poisson: -108.477 valid_0's tweedie: 14.2959
[92] valid_0's poisson: -108.488 valid_0's tweedie: 14.2945
[93] valid_0's poisson: -108.499 valid_0's tweedie: 14.2933
[94] valid_0's poisson: -108.503 valid_0's tweedie: 14.2925
[95] valid_0's poisson: -108.521 valid_0's tweedie: 14.2907
[96] valid_0's poisson: -108.528 valid_0's tweedie: 14.2888
[97] valid_0's poisson: -108.535 valid_0's tweedie: 14.2879
[98] valid_0's poisson: -108.552 valid_0's tweedie: 14.2859
[99] valid_0's poisson: -108.56 valid_0's tweedie: 14.284
[100] valid_0's poisson: -108.566 valid_0's tweedie: 14.2834
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.01, learning_rate=0.0625, max_depth=3, tweedie_variance_power=1.6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.0929 valid_0's tweedie: 16.9269
[2] valid_0's poisson: -90.7783 valid_0's tweedie: 16.7205
[3] valid_0's poisson: -92.2692 valid_0's tweedie: 16.5322
[4] valid_0's poisson: -93.5649 valid_0's tweedie: 16.3635
[5] valid_0's poisson: -94.7296 valid_0's tweedie: 16.2095
[6] valid_0's poisson: -95.8109 valid_0's tweedie: 16.0644
[7] valid_0's poisson: -96.7566 valid_0's tweedie: 15.9335
[8] valid_0's poisson: -97.581 valid_0's tweedie: 15.8173
[9] valid_0's poisson: -98.3517 valid_0's tweedie: 15.7073
[10] valid_0's poisson: -99.0373 valid_0's tweedie: 15.6065
[11] valid_0's poisson: -99.658 valid_0's tweedie: 15.5193
[12] valid_0's poisson: -100.212 valid_0's tweedie: 15.4401
[13] valid_0's poisson: -100.709 valid_0's tweedie: 15.3661
[14] valid_0's poisson: -101.244 valid_0's tweedie: 15.2926
[15] valid_0's poisson: -101.709 valid_0's tweedie: 15.2273
[16] valid_0's poisson: -102.093 valid_0's tweedie: 15.1729
[17] valid_0's poisson: -102.464 valid_0's tweedie: 15.1223
[18] valid_0's poisson: -102.809 valid_0's tweedie: 15.0757
[19] valid_0's poisson: -103.118 valid_0's tweedie: 15.0309
[20] valid_0's poisson: -103.424 valid_0's tweedie: 14.9903
[21] valid_0's poisson: -103.694 valid_0's tweedie: 14.9513
[22] valid_0's poisson: -103.947 valid_0's tweedie: 14.9135
[23] valid_0's poisson: -104.205 valid_0's tweedie: 14.879
[24] valid_0's poisson: -104.434 valid_0's tweedie: 14.8469
[25] valid_0's poisson: -104.664 valid_0's tweedie: 14.817
[26] valid_0's poisson: -104.883 valid_0's tweedie: 14.7895
[27] valid_0's poisson: -105.058 valid_0's tweedie: 14.7612
[28] valid_0's poisson: -105.25 valid_0's tweedie: 14.7375
[29] valid_0's poisson: -105.429 valid_0's tweedie: 14.7151
[30] valid_0's poisson: -105.592 valid_0's tweedie: 14.6939
[31] valid_0's poisson: -105.726 valid_0's tweedie: 14.6701
[32] valid_0's poisson: -105.862 valid_0's tweedie: 14.6525
[33] valid_0's poisson: -105.997 valid_0's tweedie: 14.6347
[34] valid_0's poisson: -106.115 valid_0's tweedie: 14.6204
[35] valid_0's poisson: -106.247 valid_0's tweedie: 14.6041
[36] valid_0's poisson: -106.345 valid_0's tweedie: 14.5861
[37] valid_0's poisson: -106.453 valid_0's tweedie: 14.5711
[38] valid_0's poisson: -106.549 valid_0's tweedie: 14.5586
[39] valid_0's poisson: -106.639 valid_0's tweedie: 14.5472
[40] valid_0's poisson: -106.731 valid_0's tweedie: 14.5335
[41] valid_0's poisson: -106.812 valid_0's tweedie: 14.5224
[42] valid_0's poisson: -106.887 valid_0's tweedie: 14.5123
[43] valid_0's poisson: -106.97 valid_0's tweedie: 14.5015
[44] valid_0's poisson: -107.039 valid_0's tweedie: 14.4921
[45] valid_0's poisson: -107.103 valid_0's tweedie: 14.4831
[46] valid_0's poisson: -107.165 valid_0's tweedie: 14.4753
[47] valid_0's poisson: -107.262 valid_0's tweedie: 14.4615
[48] valid_0's poisson: -107.317 valid_0's tweedie: 14.454
[49] valid_0's poisson: -107.365 valid_0's tweedie: 14.4473
[50] valid_0's poisson: -107.419 valid_0's tweedie: 14.4405
[51] valid_0's poisson: -107.467 valid_0's tweedie: 14.4349
[52] valid_0's poisson: -107.518 valid_0's tweedie: 14.4288
[53] valid_0's poisson: -107.556 valid_0's tweedie: 14.4236
[54] valid_0's poisson: -107.634 valid_0's tweedie: 14.4132
[55] valid_0's poisson: -107.675 valid_0's tweedie: 14.4082
[56] valid_0's poisson: -107.713 valid_0's tweedie: 14.4036
[57] valid_0's poisson: -107.75 valid_0's tweedie: 14.3989
[58] valid_0's poisson: -107.808 valid_0's tweedie: 14.3905
[59] valid_0's poisson: -107.836 valid_0's tweedie: 14.3865
[60] valid_0's poisson: -107.893 valid_0's tweedie: 14.3788
[61] valid_0's poisson: -107.915 valid_0's tweedie: 14.3753
[62] valid_0's poisson: -107.941 valid_0's tweedie: 14.3724
[63] valid_0's poisson: -107.974 valid_0's tweedie: 14.3688
[64] valid_0's poisson: -107.992 valid_0's tweedie: 14.3658
[65] valid_0's poisson: -108.025 valid_0's tweedie: 14.3621
[66] valid_0's poisson: -108.041 valid_0's tweedie: 14.3593
[67] valid_0's poisson: -108.064 valid_0's tweedie: 14.3562
[68] valid_0's poisson: -108.089 valid_0's tweedie: 14.3535
[69] valid_0's poisson: -108.115 valid_0's tweedie: 14.3503
[70] valid_0's poisson: -108.14 valid_0's tweedie: 14.3476
[71] valid_0's poisson: -108.16 valid_0's tweedie: 14.3453
[72] valid_0's poisson: -108.189 valid_0's tweedie: 14.3411
[73] valid_0's poisson: -108.213 valid_0's tweedie: 14.3386
[74] valid_0's poisson: -108.224 valid_0's tweedie: 14.337
[75] valid_0's poisson: -108.234 valid_0's tweedie: 14.3343
[76] valid_0's poisson: -108.245 valid_0's tweedie: 14.3321
[77] valid_0's poisson: -108.263 valid_0's tweedie: 14.3298
[78] valid_0's poisson: -108.283 valid_0's tweedie: 14.3272
[79] valid_0's poisson: -108.298 valid_0's tweedie: 14.3253
[80] valid_0's poisson: -108.313 valid_0's tweedie: 14.3233
[81] valid_0's poisson: -108.327 valid_0's tweedie: 14.3218
[82] valid_0's poisson: -108.34 valid_0's tweedie: 14.3181
[83] valid_0's poisson: -108.365 valid_0's tweedie: 14.315
[84] valid_0's poisson: -108.385 valid_0's tweedie: 14.3125
[85] valid_0's poisson: -108.396 valid_0's tweedie: 14.3095
[86] valid_0's poisson: -108.403 valid_0's tweedie: 14.3077
[87] valid_0's poisson: -108.417 valid_0's tweedie: 14.3061
[88] valid_0's poisson: -108.427 valid_0's tweedie: 14.3048
[89] valid_0's poisson: -108.433 valid_0's tweedie: 14.3033
[90] valid_0's poisson: -108.445 valid_0's tweedie: 14.302
[91] valid_0's poisson: -108.455 valid_0's tweedie: 14.3006
[92] valid_0's poisson: -108.465 valid_0's tweedie: 14.2981
[93] valid_0's poisson: -108.473 valid_0's tweedie: 14.297
[94] valid_0's poisson: -108.479 valid_0's tweedie: 14.2961
[95] valid_0's poisson: -108.494 valid_0's tweedie: 14.2939
[96] valid_0's poisson: -108.506 valid_0's tweedie: 14.2925
[97] valid_0's poisson: -108.51 valid_0's tweedie: 14.2912
[98] valid_0's poisson: -108.515 valid_0's tweedie: 14.2905
[99] valid_0's poisson: -108.523 valid_0's tweedie: 14.2881
[100] valid_0's poisson: -108.528 valid_0's tweedie: 14.2869
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.01, learning_rate=0.0625, max_depth=3, tweedie_variance_power=1.6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.101 valid_0's tweedie: 16.9254
[2] valid_0's poisson: -90.7936 valid_0's tweedie: 16.7174
[3] valid_0's poisson: -92.271 valid_0's tweedie: 16.5302
[4] valid_0's poisson: -93.5858 valid_0's tweedie: 16.3598
[5] valid_0's poisson: -94.7443 valid_0's tweedie: 16.2059
[6] valid_0's poisson: -95.8156 valid_0's tweedie: 16.0606
[7] valid_0's poisson: -96.7766 valid_0's tweedie: 15.9289
[8] valid_0's poisson: -97.6138 valid_0's tweedie: 15.8105
[9] valid_0's poisson: -98.364 valid_0's tweedie: 15.7029
[10] valid_0's poisson: -99.0462 valid_0's tweedie: 15.605
[11] valid_0's poisson: -99.6569 valid_0's tweedie: 15.5148
[12] valid_0's poisson: -100.231 valid_0's tweedie: 15.4341
[13] valid_0's poisson: -100.725 valid_0's tweedie: 15.3611
[14] valid_0's poisson: -101.245 valid_0's tweedie: 15.2882
[15] valid_0's poisson: -101.678 valid_0's tweedie: 15.2248
[16] valid_0's poisson: -102.092 valid_0's tweedie: 15.1688
[17] valid_0's poisson: -102.475 valid_0's tweedie: 15.1168
[18] valid_0's poisson: -102.797 valid_0's tweedie: 15.0684
[19] valid_0's poisson: -103.098 valid_0's tweedie: 15.0228
[20] valid_0's poisson: -103.421 valid_0's tweedie: 14.9814
[21] valid_0's poisson: -103.714 valid_0's tweedie: 14.9421
[22] valid_0's poisson: -103.97 valid_0's tweedie: 14.9081
[23] valid_0's poisson: -104.207 valid_0's tweedie: 14.8703
[24] valid_0's poisson: -104.46 valid_0's tweedie: 14.8368
[25] valid_0's poisson: -104.68 valid_0's tweedie: 14.8078
[26] valid_0's poisson: -104.868 valid_0's tweedie: 14.776
[27] valid_0's poisson: -105.062 valid_0's tweedie: 14.7511
[28] valid_0's poisson: -105.22 valid_0's tweedie: 14.7254
[29] valid_0's poisson: -105.397 valid_0's tweedie: 14.7023
[30] valid_0's poisson: -105.57 valid_0's tweedie: 14.6815
[31] valid_0's poisson: -105.723 valid_0's tweedie: 14.662
[32] valid_0's poisson: -105.872 valid_0's tweedie: 14.644
[33] valid_0's poisson: -105.987 valid_0's tweedie: 14.6234
[34] valid_0's poisson: -106.112 valid_0's tweedie: 14.6074
[35] valid_0's poisson: -106.218 valid_0's tweedie: 14.5895
[36] valid_0's poisson: -106.34 valid_0's tweedie: 14.5747
[37] valid_0's poisson: -106.426 valid_0's tweedie: 14.5594
[38] valid_0's poisson: -106.526 valid_0's tweedie: 14.5467
[39] valid_0's poisson: -106.65 valid_0's tweedie: 14.5333
[40] valid_0's poisson: -106.734 valid_0's tweedie: 14.5218
[41] valid_0's poisson: -106.813 valid_0's tweedie: 14.5112
[42] valid_0's poisson: -106.891 valid_0's tweedie: 14.5008
[43] valid_0's poisson: -106.962 valid_0's tweedie: 14.4902
[44] valid_0's poisson: -107.037 valid_0's tweedie: 14.4809
[45] valid_0's poisson: -107.108 valid_0's tweedie: 14.4729
[46] valid_0's poisson: -107.162 valid_0's tweedie: 14.4655
[47] valid_0's poisson: -107.23 valid_0's tweedie: 14.4561
[48] valid_0's poisson: -107.299 valid_0's tweedie: 14.4477
[49] valid_0's poisson: -107.351 valid_0's tweedie: 14.4404
[50] valid_0's poisson: -107.409 valid_0's tweedie: 14.4342
[51] valid_0's poisson: -107.453 valid_0's tweedie: 14.4263
[52] valid_0's poisson: -107.497 valid_0's tweedie: 14.4208
[53] valid_0's poisson: -107.551 valid_0's tweedie: 14.4144
[54] valid_0's poisson: -107.588 valid_0's tweedie: 14.4084
[55] valid_0's poisson: -107.657 valid_0's tweedie: 14.4005
[56] valid_0's poisson: -107.697 valid_0's tweedie: 14.396
[57] valid_0's poisson: -107.736 valid_0's tweedie: 14.3912
[58] valid_0's poisson: -107.775 valid_0's tweedie: 14.3872
[59] valid_0's poisson: -107.811 valid_0's tweedie: 14.383
[60] valid_0's poisson: -107.842 valid_0's tweedie: 14.3789
[61] valid_0's poisson: -107.868 valid_0's tweedie: 14.3751
[62] valid_0's poisson: -107.894 valid_0's tweedie: 14.3717
[63] valid_0's poisson: -107.951 valid_0's tweedie: 14.3639
[64] valid_0's poisson: -107.973 valid_0's tweedie: 14.3593
[65] valid_0's poisson: -108.002 valid_0's tweedie: 14.3563
[66] valid_0's poisson: -108.023 valid_0's tweedie: 14.354
[67] valid_0's poisson: -108.05 valid_0's tweedie: 14.3513
[68] valid_0's poisson: -108.076 valid_0's tweedie: 14.3482
[69] valid_0's poisson: -108.094 valid_0's tweedie: 14.3457
[70] valid_0's poisson: -108.116 valid_0's tweedie: 14.3432
[71] valid_0's poisson: -108.138 valid_0's tweedie: 14.3411
[72] valid_0's poisson: -108.156 valid_0's tweedie: 14.3373
[73] valid_0's poisson: -108.171 valid_0's tweedie: 14.3353
[74] valid_0's poisson: -108.21 valid_0's tweedie: 14.3297
[75] valid_0's poisson: -108.23 valid_0's tweedie: 14.3272
[76] valid_0's poisson: -108.24 valid_0's tweedie: 14.3254
[77] valid_0's poisson: -108.27 valid_0's tweedie: 14.3222
[78] valid_0's poisson: -108.291 valid_0's tweedie: 14.3196
[79] valid_0's poisson: -108.302 valid_0's tweedie: 14.3183
[80] valid_0's poisson: -108.312 valid_0's tweedie: 14.3168
[81] valid_0's poisson: -108.328 valid_0's tweedie: 14.3151
[82] valid_0's poisson: -108.336 valid_0's tweedie: 14.3137
[83] valid_0's poisson: -108.353 valid_0's tweedie: 14.3118
[84] valid_0's poisson: -108.377 valid_0's tweedie: 14.3091
[85] valid_0's poisson: -108.395 valid_0's tweedie: 14.307
[86] valid_0's poisson: -108.408 valid_0's tweedie: 14.3054
[87] valid_0's poisson: -108.414 valid_0's tweedie: 14.3045
[88] valid_0's poisson: -108.435 valid_0's tweedie: 14.3022
[89] valid_0's poisson: -108.441 valid_0's tweedie: 14.3006
[90] valid_0's poisson: -108.447 valid_0's tweedie: 14.2998
[91] valid_0's poisson: -108.459 valid_0's tweedie: 14.2983
[92] valid_0's poisson: -108.474 valid_0's tweedie: 14.2963
[93] valid_0's poisson: -108.487 valid_0's tweedie: 14.295
[94] valid_0's poisson: -108.499 valid_0's tweedie: 14.2937
[95] valid_0's poisson: -108.506 valid_0's tweedie: 14.2929
[96] valid_0's poisson: -108.511 valid_0's tweedie: 14.2916
[97] valid_0's poisson: -108.521 valid_0's tweedie: 14.2904
[98] valid_0's poisson: -108.532 valid_0's tweedie: 14.289
[99] valid_0's poisson: -108.549 valid_0's tweedie: 14.2875
[100] valid_0's poisson: -108.564 valid_0's tweedie: 14.2858
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.01, learning_rate=0.0625, max_depth=3, tweedie_variance_power=1.6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=0.01, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.01
[1] valid_0's poisson: -89.0948 valid_0's tweedie: 16.9271
[2] valid_0's poisson: -90.7969 valid_0's tweedie: 16.719
[3] valid_0's poisson: -92.2915 valid_0's tweedie: 16.5305
[4] valid_0's poisson: -93.6021 valid_0's tweedie: 16.3605
[5] valid_0's poisson: -94.8093 valid_0's tweedie: 16.2016
[6] valid_0's poisson: -95.8291 valid_0's tweedie: 16.0621
[7] valid_0's poisson: -96.7968 valid_0's tweedie: 15.9303
[8] valid_0's poisson: -97.606 valid_0's tweedie: 15.8163
[9] valid_0's poisson: -98.3726 valid_0's tweedie: 15.7049
[10] valid_0's poisson: -99.0635 valid_0's tweedie: 15.6068
[11] valid_0's poisson: -99.6683 valid_0's tweedie: 15.5182
[12] valid_0's poisson: -100.234 valid_0's tweedie: 15.4375
[13] valid_0's poisson: -100.733 valid_0's tweedie: 15.3627
[14] valid_0's poisson: -101.27 valid_0's tweedie: 15.2886
[15] valid_0's poisson: -101.718 valid_0's tweedie: 15.2241
[16] valid_0's poisson: -102.119 valid_0's tweedie: 15.169
[17] valid_0's poisson: -102.48 valid_0's tweedie: 15.1158
[18] valid_0's poisson: -102.814 valid_0's tweedie: 15.0669
[19] valid_0's poisson: -103.125 valid_0's tweedie: 15.0236
[20] valid_0's poisson: -103.433 valid_0's tweedie: 14.9829
[21] valid_0's poisson: -103.735 valid_0's tweedie: 14.9423
[22] valid_0's poisson: -103.994 valid_0's tweedie: 14.9081
[23] valid_0's poisson: -104.237 valid_0's tweedie: 14.8686
[24] valid_0's poisson: -104.47 valid_0's tweedie: 14.8361
[25] valid_0's poisson: -104.692 valid_0's tweedie: 14.8068
[26] valid_0's poisson: -104.899 valid_0's tweedie: 14.7793
[27] valid_0's poisson: -105.095 valid_0's tweedie: 14.7549
[28] valid_0's poisson: -105.278 valid_0's tweedie: 14.7322
[29] valid_0's poisson: -105.433 valid_0's tweedie: 14.7049
[30] valid_0's poisson: -105.581 valid_0's tweedie: 14.6853
[31] valid_0's poisson: -105.714 valid_0's tweedie: 14.6622
[32] valid_0's poisson: -105.852 valid_0's tweedie: 14.6448
[33] valid_0's poisson: -106.015 valid_0's tweedie: 14.6261
[34] valid_0's poisson: -106.143 valid_0's tweedie: 14.6089
[35] valid_0's poisson: -106.267 valid_0's tweedie: 14.594
[36] valid_0's poisson: -106.375 valid_0's tweedie: 14.5802
[37] valid_0's poisson: -106.47 valid_0's tweedie: 14.5635
[38] valid_0's poisson: -106.564 valid_0's tweedie: 14.5507
[39] valid_0's poisson: -106.661 valid_0's tweedie: 14.5372
[40] valid_0's poisson: -106.755 valid_0's tweedie: 14.525
[41] valid_0's poisson: -106.833 valid_0's tweedie: 14.5155
[42] valid_0's poisson: -106.911 valid_0's tweedie: 14.505
[43] valid_0's poisson: -106.981 valid_0's tweedie: 14.496
[44] valid_0's poisson: -107.086 valid_0's tweedie: 14.4812
[45] valid_0's poisson: -107.143 valid_0's tweedie: 14.4734
[46] valid_0's poisson: -107.202 valid_0's tweedie: 14.4619
[47] valid_0's poisson: -107.268 valid_0's tweedie: 14.4543
[48] valid_0's poisson: -107.353 valid_0's tweedie: 14.4445
[49] valid_0's poisson: -107.401 valid_0's tweedie: 14.4384
[50] valid_0's poisson: -107.455 valid_0's tweedie: 14.4324
[51] valid_0's poisson: -107.503 valid_0's tweedie: 14.4261
[52] valid_0's poisson: -107.55 valid_0's tweedie: 14.4202
[53] valid_0's poisson: -107.593 valid_0's tweedie: 14.4123
[54] valid_0's poisson: -107.639 valid_0's tweedie: 14.4073
[55] valid_0's poisson: -107.681 valid_0's tweedie: 14.4025
[56] valid_0's poisson: -107.715 valid_0's tweedie: 14.3979
[57] valid_0's poisson: -107.75 valid_0's tweedie: 14.3913
[58] valid_0's poisson: -107.82 valid_0's tweedie: 14.3823
[59] valid_0's poisson: -107.855 valid_0's tweedie: 14.3784
[60] valid_0's poisson: -107.878 valid_0's tweedie: 14.3749
[61] valid_0's poisson: -107.937 valid_0's tweedie: 14.3672
[62] valid_0's poisson: -107.971 valid_0's tweedie: 14.3631
[63] valid_0's poisson: -107.992 valid_0's tweedie: 14.3601
[64] valid_0's poisson: -108.019 valid_0's tweedie: 14.357
[65] valid_0's poisson: -108.045 valid_0's tweedie: 14.354
[66] valid_0's poisson: -108.07 valid_0's tweedie: 14.3509
[67] valid_0's poisson: -108.091 valid_0's tweedie: 14.3484
[68] valid_0's poisson: -108.113 valid_0's tweedie: 14.3459
[69] valid_0's poisson: -108.126 valid_0's tweedie: 14.3438
[70] valid_0's poisson: -108.17 valid_0's tweedie: 14.3379
[71] valid_0's poisson: -108.183 valid_0's tweedie: 14.3356
[72] valid_0's poisson: -108.206 valid_0's tweedie: 14.3326
[73] valid_0's poisson: -108.22 valid_0's tweedie: 14.3309
[74] valid_0's poisson: -108.238 valid_0's tweedie: 14.3287
[75] valid_0's poisson: -108.257 valid_0's tweedie: 14.3265
[76] valid_0's poisson: -108.267 valid_0's tweedie: 14.3248
[77] valid_0's poisson: -108.283 valid_0's tweedie: 14.3227
[78] valid_0's poisson: -108.304 valid_0's tweedie: 14.3207
[79] valid_0's poisson: -108.317 valid_0's tweedie: 14.3176
[80] valid_0's poisson: -108.338 valid_0's tweedie: 14.3152
[81] valid_0's poisson: -108.355 valid_0's tweedie: 14.3129
[82] valid_0's poisson: -108.361 valid_0's tweedie: 14.3118
[83] valid_0's poisson: -108.387 valid_0's tweedie: 14.3086
[84] valid_0's poisson: -108.395 valid_0's tweedie: 14.3076
[85] valid_0's poisson: -108.413 valid_0's tweedie: 14.3057
[86] valid_0's poisson: -108.426 valid_0's tweedie: 14.304
[87] valid_0's poisson: -108.435 valid_0's tweedie: 14.3021
[88] valid_0's poisson: -108.441 valid_0's tweedie: 14.3004
[89] valid_0's poisson: -108.452 valid_0's tweedie: 14.2991
[90] valid_0's poisson: -108.467 valid_0's tweedie: 14.2977
[91] valid_0's poisson: -108.473 valid_0's tweedie: 14.2969
[92] valid_0's poisson: -108.483 valid_0's tweedie: 14.2956
[93] valid_0's poisson: -108.493 valid_0's tweedie: 14.2945
[94] valid_0's poisson: -108.502 valid_0's tweedie: 14.2927
[95] valid_0's poisson: -108.51 valid_0's tweedie: 14.2916
[96] valid_0's poisson: -108.527 valid_0's tweedie: 14.2895
[97] valid_0's poisson: -108.533 valid_0's tweedie: 14.2889
[98] valid_0's poisson: -108.54 valid_0's tweedie: 14.287
[99] valid_0's poisson: -108.545 valid_0's tweedie: 14.2858
[100] valid_0's poisson: -108.553 valid_0's tweedie: 14.2849
[CV] END bagging_fraction=0.4, lambda_l1=10, lambda_l2=0.01, learning_rate=0.0625, max_depth=3, tweedie_variance_power=1.6; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -94.2907 valid_0's tweedie: 13.1144
[2] valid_0's poisson: -98.2059 valid_0's tweedie: 12.699
[3] valid_0's poisson: -100.69 valid_0's tweedie: 12.4174
[4] valid_0's poisson: -102.344 valid_0's tweedie: 12.2478
[5] valid_0's poisson: -103.563 valid_0's tweedie: 12.1272
[6] valid_0's poisson: -104.595 valid_0's tweedie: 12.0312
[7] valid_0's poisson: -105.35 valid_0's tweedie: 11.9633
[8] valid_0's poisson: -105.969 valid_0's tweedie: 11.9063
[9] valid_0's poisson: -106.342 valid_0's tweedie: 11.87
[10] valid_0's poisson: -106.726 valid_0's tweedie: 11.824
[11] valid_0's poisson: -107.013 valid_0's tweedie: 11.8011
[12] valid_0's poisson: -107.259 valid_0's tweedie: 11.7828
[13] valid_0's poisson: -107.497 valid_0's tweedie: 11.7621
[14] valid_0's poisson: -107.642 valid_0's tweedie: 11.7372
[15] valid_0's poisson: -107.903 valid_0's tweedie: 11.7133
[16] valid_0's poisson: -107.994 valid_0's tweedie: 11.706
[17] valid_0's poisson: -108.105 valid_0's tweedie: 11.697
[18] valid_0's poisson: -108.148 valid_0's tweedie: 11.6892
[19] valid_0's poisson: -108.281 valid_0's tweedie: 11.6769
[20] valid_0's poisson: -108.336 valid_0's tweedie: 11.6713
[21] valid_0's poisson: -108.376 valid_0's tweedie: 11.6685
[22] valid_0's poisson: -108.399 valid_0's tweedie: 11.6619
[23] valid_0's poisson: -108.431 valid_0's tweedie: 11.659
[24] valid_0's poisson: -108.501 valid_0's tweedie: 11.6531
[25] valid_0's poisson: -108.508 valid_0's tweedie: 11.6525
[26] valid_0's poisson: -108.547 valid_0's tweedie: 11.6488
[27] valid_0's poisson: -108.575 valid_0's tweedie: 11.6464
[28] valid_0's poisson: -108.61 valid_0's tweedie: 11.6433
[29] valid_0's poisson: -108.641 valid_0's tweedie: 11.6381
[30] valid_0's poisson: -108.676 valid_0's tweedie: 11.6363
[31] valid_0's poisson: -108.7 valid_0's tweedie: 11.635
[32] valid_0's poisson: -108.705 valid_0's tweedie: 11.634
[33] valid_0's poisson: -108.734 valid_0's tweedie: 11.6319
[34] valid_0's poisson: -108.773 valid_0's tweedie: 11.6293
[35] valid_0's poisson: -108.776 valid_0's tweedie: 11.6286
[36] valid_0's poisson: -108.792 valid_0's tweedie: 11.6267
[37] valid_0's poisson: -108.809 valid_0's tweedie: 11.6259
[38] valid_0's poisson: -108.834 valid_0's tweedie: 11.6243
[39] valid_0's poisson: -108.85 valid_0's tweedie: 11.623
[40] valid_0's poisson: -108.853 valid_0's tweedie: 11.6226
[41] valid_0's poisson: -108.87 valid_0's tweedie: 11.622
[42] valid_0's poisson: -108.875 valid_0's tweedie: 11.6218
[43] valid_0's poisson: -108.897 valid_0's tweedie: 11.6201
[44] valid_0's poisson: -108.901 valid_0's tweedie: 11.6189
[45] valid_0's poisson: -108.903 valid_0's tweedie: 11.6186
[46] valid_0's poisson: -108.916 valid_0's tweedie: 11.6175
[47] valid_0's poisson: -108.933 valid_0's tweedie: 11.6166
[48] valid_0's poisson: -108.962 valid_0's tweedie: 11.615
[49] valid_0's poisson: -108.974 valid_0's tweedie: 11.6137
[50] valid_0's poisson: -108.975 valid_0's tweedie: 11.6132
[51] valid_0's poisson: -108.979 valid_0's tweedie: 11.6127
[52] valid_0's poisson: -108.984 valid_0's tweedie: 11.6124
[53] valid_0's poisson: -109.035 valid_0's tweedie: 11.6089
[54] valid_0's poisson: -109.046 valid_0's tweedie: 11.6074
[55] valid_0's poisson: -109.059 valid_0's tweedie: 11.6063
[56] valid_0's poisson: -109.08 valid_0's tweedie: 11.605
[57] valid_0's poisson: -109.107 valid_0's tweedie: 11.6036
[58] valid_0's poisson: -109.117 valid_0's tweedie: 11.6031
[59] valid_0's poisson: -109.14 valid_0's tweedie: 11.6019
[60] valid_0's poisson: -109.148 valid_0's tweedie: 11.6011
[61] valid_0's poisson: -109.154 valid_0's tweedie: 11.6003
[62] valid_0's poisson: -109.16 valid_0's tweedie: 11.6001
[63] valid_0's poisson: -109.161 valid_0's tweedie: 11.5998
[64] valid_0's poisson: -109.165 valid_0's tweedie: 11.5992
[65] valid_0's poisson: -109.168 valid_0's tweedie: 11.5978
[66] valid_0's poisson: -109.176 valid_0's tweedie: 11.5976
[67] valid_0's poisson: -109.18 valid_0's tweedie: 11.5974
[68] valid_0's poisson: -109.192 valid_0's tweedie: 11.5967
[69] valid_0's poisson: -109.193 valid_0's tweedie: 11.5966
[70] valid_0's poisson: -109.195 valid_0's tweedie: 11.5963
[71] valid_0's poisson: -109.196 valid_0's tweedie: 11.5964
[72] valid_0's poisson: -109.209 valid_0's tweedie: 11.5958
[73] valid_0's poisson: -109.227 valid_0's tweedie: 11.5944
[74] valid_0's poisson: -109.231 valid_0's tweedie: 11.5938
[75] valid_0's poisson: -109.236 valid_0's tweedie: 11.5936
[76] valid_0's poisson: -109.238 valid_0's tweedie: 11.5935
[77] valid_0's poisson: -109.24 valid_0's tweedie: 11.593
[78] valid_0's poisson: -109.247 valid_0's tweedie: 11.5928
[79] valid_0's poisson: -109.254 valid_0's tweedie: 11.5922
[80] valid_0's poisson: -109.255 valid_0's tweedie: 11.5916
[81] valid_0's poisson: -109.255 valid_0's tweedie: 11.5914
[82] valid_0's poisson: -109.27 valid_0's tweedie: 11.5908
[83] valid_0's poisson: -109.27 valid_0's tweedie: 11.5913
[84] valid_0's poisson: -109.268 valid_0's tweedie: 11.5915
[85] valid_0's poisson: -109.271 valid_0's tweedie: 11.5915
[86] valid_0's poisson: -109.272 valid_0's tweedie: 11.5912
[87] valid_0's poisson: -109.276 valid_0's tweedie: 11.5911
[88] valid_0's poisson: -109.276 valid_0's tweedie: 11.5912
[89] valid_0's poisson: -109.276 valid_0's tweedie: 11.591
[90] valid_0's poisson: -109.275 valid_0's tweedie: 11.5912
[91] valid_0's poisson: -109.283 valid_0's tweedie: 11.5909
[92] valid_0's poisson: -109.288 valid_0's tweedie: 11.5906
[93] valid_0's poisson: -109.298 valid_0's tweedie: 11.5902
[94] valid_0's poisson: -109.3 valid_0's tweedie: 11.5903
[95] valid_0's poisson: -109.305 valid_0's tweedie: 11.5898
[96] valid_0's poisson: -109.306 valid_0's tweedie: 11.5898
[97] valid_0's poisson: -109.309 valid_0's tweedie: 11.5896
[98] valid_0's poisson: -109.311 valid_0's tweedie: 11.5895
[99] valid_0's poisson: -109.333 valid_0's tweedie: 11.5882
[100] valid_0's poisson: -109.335 valid_0's tweedie: 11.5879
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -94.347 valid_0's tweedie: 13.1102
[2] valid_0's poisson: -98.2348 valid_0's tweedie: 12.695
[3] valid_0's poisson: -100.792 valid_0's tweedie: 12.4096
[4] valid_0's poisson: -102.615 valid_0's tweedie: 12.2264
[5] valid_0's poisson: -103.902 valid_0's tweedie: 12.1008
[6] valid_0's poisson: -104.795 valid_0's tweedie: 12.0066
[7] valid_0's poisson: -105.522 valid_0's tweedie: 11.947
[8] valid_0's poisson: -106.029 valid_0's tweedie: 11.8753
[9] valid_0's poisson: -106.563 valid_0's tweedie: 11.8309
[10] valid_0's poisson: -106.905 valid_0's tweedie: 11.8006
[11] valid_0's poisson: -107.192 valid_0's tweedie: 11.7755
[12] valid_0's poisson: -107.441 valid_0's tweedie: 11.7569
[13] valid_0's poisson: -107.613 valid_0's tweedie: 11.7416
[14] valid_0's poisson: -107.887 valid_0's tweedie: 11.7169
[15] valid_0's poisson: -108.004 valid_0's tweedie: 11.7083
[16] valid_0's poisson: -108.099 valid_0's tweedie: 11.7001
[17] valid_0's poisson: -108.17 valid_0's tweedie: 11.6943
[18] valid_0's poisson: -108.213 valid_0's tweedie: 11.6871
[19] valid_0's poisson: -108.257 valid_0's tweedie: 11.6827
[20] valid_0's poisson: -108.287 valid_0's tweedie: 11.6793
[21] valid_0's poisson: -108.382 valid_0's tweedie: 11.6633
[22] valid_0's poisson: -108.424 valid_0's tweedie: 11.6602
[23] valid_0's poisson: -108.506 valid_0's tweedie: 11.6541
[24] valid_0's poisson: -108.52 valid_0's tweedie: 11.6512
[25] valid_0's poisson: -108.56 valid_0's tweedie: 11.6494
[26] valid_0's poisson: -108.595 valid_0's tweedie: 11.6465
[27] valid_0's poisson: -108.626 valid_0's tweedie: 11.6447
[28] valid_0's poisson: -108.644 valid_0's tweedie: 11.6429
[29] valid_0's poisson: -108.665 valid_0's tweedie: 11.6414
[30] valid_0's poisson: -108.689 valid_0's tweedie: 11.6381
[31] valid_0's poisson: -108.724 valid_0's tweedie: 11.6361
[32] valid_0's poisson: -108.764 valid_0's tweedie: 11.6336
[33] valid_0's poisson: -108.771 valid_0's tweedie: 11.631
[34] valid_0's poisson: -108.793 valid_0's tweedie: 11.6289
[35] valid_0's poisson: -108.799 valid_0's tweedie: 11.6284
[36] valid_0's poisson: -108.807 valid_0's tweedie: 11.6275
[37] valid_0's poisson: -108.81 valid_0's tweedie: 11.6271
[38] valid_0's poisson: -108.857 valid_0's tweedie: 11.6248
[39] valid_0's poisson: -108.863 valid_0's tweedie: 11.6245
[40] valid_0's poisson: -108.864 valid_0's tweedie: 11.6243
[41] valid_0's poisson: -108.897 valid_0's tweedie: 11.6219
[42] valid_0's poisson: -108.924 valid_0's tweedie: 11.6201
[43] valid_0's poisson: -108.929 valid_0's tweedie: 11.6192
[44] valid_0's poisson: -108.962 valid_0's tweedie: 11.6176
[45] valid_0's poisson: -108.968 valid_0's tweedie: 11.6171
[46] valid_0's poisson: -108.97 valid_0's tweedie: 11.6172
[47] valid_0's poisson: -108.974 valid_0's tweedie: 11.6171
[48] valid_0's poisson: -108.977 valid_0's tweedie: 11.6167
[49] valid_0's poisson: -108.997 valid_0's tweedie: 11.6154
[50] valid_0's poisson: -109.009 valid_0's tweedie: 11.6147
[51] valid_0's poisson: -109.026 valid_0's tweedie: 11.6137
[52] valid_0's poisson: -109.036 valid_0's tweedie: 11.6133
[53] valid_0's poisson: -109.046 valid_0's tweedie: 11.613
[54] valid_0's poisson: -109.05 valid_0's tweedie: 11.6114
[55] valid_0's poisson: -109.061 valid_0's tweedie: 11.6104
[56] valid_0's poisson: -109.069 valid_0's tweedie: 11.6096
[57] valid_0's poisson: -109.07 valid_0's tweedie: 11.61
[58] valid_0's poisson: -109.075 valid_0's tweedie: 11.6096
[59] valid_0's poisson: -109.094 valid_0's tweedie: 11.6082
[60] valid_0's poisson: -109.094 valid_0's tweedie: 11.6076
[61] valid_0's poisson: -109.097 valid_0's tweedie: 11.6074
[62] valid_0's poisson: -109.101 valid_0's tweedie: 11.607
[63] valid_0's poisson: -109.103 valid_0's tweedie: 11.6069
[64] valid_0's poisson: -109.105 valid_0's tweedie: 11.6062
[65] valid_0's poisson: -109.108 valid_0's tweedie: 11.6059
[66] valid_0's poisson: -109.113 valid_0's tweedie: 11.6058
[67] valid_0's poisson: -109.114 valid_0's tweedie: 11.6057
[68] valid_0's poisson: -109.124 valid_0's tweedie: 11.6054
[69] valid_0's poisson: -109.139 valid_0's tweedie: 11.6043
[70] valid_0's poisson: -109.139 valid_0's tweedie: 11.6041
[71] valid_0's poisson: -109.147 valid_0's tweedie: 11.6039
[72] valid_0's poisson: -109.159 valid_0's tweedie: 11.6038
[73] valid_0's poisson: -109.165 valid_0's tweedie: 11.6032
[74] valid_0's poisson: -109.164 valid_0's tweedie: 11.6033
[75] valid_0's poisson: -109.171 valid_0's tweedie: 11.6028
[76] valid_0's poisson: -109.209 valid_0's tweedie: 11.6005
[77] valid_0's poisson: -109.215 valid_0's tweedie: 11.6003
[78] valid_0's poisson: -109.217 valid_0's tweedie: 11.6004
[79] valid_0's poisson: -109.219 valid_0's tweedie: 11.6004
[80] valid_0's poisson: -109.224 valid_0's tweedie: 11.6002
[81] valid_0's poisson: -109.23 valid_0's tweedie: 11.5999
[82] valid_0's poisson: -109.237 valid_0's tweedie: 11.5984
[83] valid_0's poisson: -109.247 valid_0's tweedie: 11.598
[84] valid_0's poisson: -109.247 valid_0's tweedie: 11.5979
[85] valid_0's poisson: -109.248 valid_0's tweedie: 11.5977
[86] valid_0's poisson: -109.25 valid_0's tweedie: 11.5974
[87] valid_0's poisson: -109.252 valid_0's tweedie: 11.597
[88] valid_0's poisson: -109.25 valid_0's tweedie: 11.5971
[89] valid_0's poisson: -109.251 valid_0's tweedie: 11.597
[90] valid_0's poisson: -109.253 valid_0's tweedie: 11.5972
[91] valid_0's poisson: -109.252 valid_0's tweedie: 11.5976
[92] valid_0's poisson: -109.262 valid_0's tweedie: 11.5972
[93] valid_0's poisson: -109.266 valid_0's tweedie: 11.5971
[94] valid_0's poisson: -109.269 valid_0's tweedie: 11.5969
[95] valid_0's poisson: -109.272 valid_0's tweedie: 11.5968
[96] valid_0's poisson: -109.273 valid_0's tweedie: 11.5968
[97] valid_0's poisson: -109.277 valid_0's tweedie: 11.5965
[98] valid_0's poisson: -109.28 valid_0's tweedie: 11.5962
[99] valid_0's poisson: -109.283 valid_0's tweedie: 11.5964
[100] valid_0's poisson: -109.282 valid_0's tweedie: 11.5964
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -94.2847 valid_0's tweedie: 13.1165
[2] valid_0's poisson: -98.2098 valid_0's tweedie: 12.6978
[3] valid_0's poisson: -100.621 valid_0's tweedie: 12.431
[4] valid_0's poisson: -102.488 valid_0's tweedie: 12.2494
[5] valid_0's poisson: -103.716 valid_0's tweedie: 12.1166
[6] valid_0's poisson: -104.696 valid_0's tweedie: 12.0291
[7] valid_0's poisson: -105.437 valid_0's tweedie: 11.9584
[8] valid_0's poisson: -105.986 valid_0's tweedie: 11.8905
[9] valid_0's poisson: -106.482 valid_0's tweedie: 11.8502
[10] valid_0's poisson: -106.848 valid_0's tweedie: 11.8139
[11] valid_0's poisson: -107.105 valid_0's tweedie: 11.7917
[12] valid_0's poisson: -107.423 valid_0's tweedie: 11.7584
[13] valid_0's poisson: -107.638 valid_0's tweedie: 11.7409
[14] valid_0's poisson: -107.845 valid_0's tweedie: 11.7259
[15] valid_0's poisson: -107.924 valid_0's tweedie: 11.7163
[16] valid_0's poisson: -108.012 valid_0's tweedie: 11.7062
[17] valid_0's poisson: -108.124 valid_0's tweedie: 11.6949
[18] valid_0's poisson: -108.186 valid_0's tweedie: 11.6895
[19] valid_0's poisson: -108.228 valid_0's tweedie: 11.6822
[20] valid_0's poisson: -108.282 valid_0's tweedie: 11.6786
[21] valid_0's poisson: -108.336 valid_0's tweedie: 11.6737
[22] valid_0's poisson: -108.394 valid_0's tweedie: 11.6691
[23] valid_0's poisson: -108.442 valid_0's tweedie: 11.666
[24] valid_0's poisson: -108.518 valid_0's tweedie: 11.6612
[25] valid_0's poisson: -108.585 valid_0's tweedie: 11.6563
[26] valid_0's poisson: -108.622 valid_0's tweedie: 11.6517
[27] valid_0's poisson: -108.619 valid_0's tweedie: 11.6506
[28] valid_0's poisson: -108.634 valid_0's tweedie: 11.6485
[29] valid_0's poisson: -108.652 valid_0's tweedie: 11.646
[30] valid_0's poisson: -108.668 valid_0's tweedie: 11.6443
[31] valid_0's poisson: -108.684 valid_0's tweedie: 11.6406
[32] valid_0's poisson: -108.692 valid_0's tweedie: 11.6384
[33] valid_0's poisson: -108.73 valid_0's tweedie: 11.6362
[34] valid_0's poisson: -108.732 valid_0's tweedie: 11.6359
[35] valid_0's poisson: -108.743 valid_0's tweedie: 11.6352
[36] valid_0's poisson: -108.752 valid_0's tweedie: 11.6344
[37] valid_0's poisson: -108.769 valid_0's tweedie: 11.6329
[38] valid_0's poisson: -108.815 valid_0's tweedie: 11.6309
[39] valid_0's poisson: -108.82 valid_0's tweedie: 11.6295
[40] valid_0's poisson: -108.839 valid_0's tweedie: 11.628
[41] valid_0's poisson: -108.849 valid_0's tweedie: 11.6278
[42] valid_0's poisson: -108.855 valid_0's tweedie: 11.6257
[43] valid_0's poisson: -108.871 valid_0's tweedie: 11.6244
[44] valid_0's poisson: -108.892 valid_0's tweedie: 11.6228
[45] valid_0's poisson: -108.896 valid_0's tweedie: 11.6205
[46] valid_0's poisson: -108.897 valid_0's tweedie: 11.6206
[47] valid_0's poisson: -108.908 valid_0's tweedie: 11.6203
[48] valid_0's poisson: -108.91 valid_0's tweedie: 11.62
[49] valid_0's poisson: -108.913 valid_0's tweedie: 11.6198
[50] valid_0's poisson: -108.92 valid_0's tweedie: 11.6193
[51] valid_0's poisson: -108.936 valid_0's tweedie: 11.6179
[52] valid_0's poisson: -108.938 valid_0's tweedie: 11.6165
[53] valid_0's poisson: -108.962 valid_0's tweedie: 11.6155
[54] valid_0's poisson: -108.974 valid_0's tweedie: 11.6146
[55] valid_0's poisson: -108.996 valid_0's tweedie: 11.6135
[56] valid_0's poisson: -108.996 valid_0's tweedie: 11.613
[57] valid_0's poisson: -109 valid_0's tweedie: 11.6125
[58] valid_0's poisson: -109.007 valid_0's tweedie: 11.6117
[59] valid_0's poisson: -109.015 valid_0's tweedie: 11.6114
[60] valid_0's poisson: -109.031 valid_0's tweedie: 11.6108
[61] valid_0's poisson: -109.027 valid_0's tweedie: 11.611
[62] valid_0's poisson: -109.029 valid_0's tweedie: 11.611
[63] valid_0's poisson: -109.034 valid_0's tweedie: 11.6106
[64] valid_0's poisson: -109.047 valid_0's tweedie: 11.6096
[65] valid_0's poisson: -109.053 valid_0's tweedie: 11.6089
[66] valid_0's poisson: -109.055 valid_0's tweedie: 11.6087
[67] valid_0's poisson: -109.099 valid_0's tweedie: 11.6056
[68] valid_0's poisson: -109.108 valid_0's tweedie: 11.6052
[69] valid_0's poisson: -109.117 valid_0's tweedie: 11.6045
[70] valid_0's poisson: -109.119 valid_0's tweedie: 11.6041
[71] valid_0's poisson: -109.132 valid_0's tweedie: 11.6036
[72] valid_0's poisson: -109.136 valid_0's tweedie: 11.6032
[73] valid_0's poisson: -109.14 valid_0's tweedie: 11.6026
[74] valid_0's poisson: -109.151 valid_0's tweedie: 11.6019
[75] valid_0's poisson: -109.151 valid_0's tweedie: 11.6018
[76] valid_0's poisson: -109.157 valid_0's tweedie: 11.6015
[77] valid_0's poisson: -109.166 valid_0's tweedie: 11.6009
[78] valid_0's poisson: -109.166 valid_0's tweedie: 11.6005
[79] valid_0's poisson: -109.168 valid_0's tweedie: 11.6008
[80] valid_0's poisson: -109.182 valid_0's tweedie: 11.6003
[81] valid_0's poisson: -109.184 valid_0's tweedie: 11.5999
[82] valid_0's poisson: -109.188 valid_0's tweedie: 11.5992
[83] valid_0's poisson: -109.197 valid_0's tweedie: 11.5985
[84] valid_0's poisson: -109.203 valid_0's tweedie: 11.5982
[85] valid_0's poisson: -109.206 valid_0's tweedie: 11.5982
[86] valid_0's poisson: -109.214 valid_0's tweedie: 11.5978
[87] valid_0's poisson: -109.215 valid_0's tweedie: 11.5975
[88] valid_0's poisson: -109.223 valid_0's tweedie: 11.5969
[89] valid_0's poisson: -109.238 valid_0's tweedie: 11.5958
[90] valid_0's poisson: -109.258 valid_0's tweedie: 11.5948
[91] valid_0's poisson: -109.256 valid_0's tweedie: 11.595
[92] valid_0's poisson: -109.261 valid_0's tweedie: 11.595
[93] valid_0's poisson: -109.262 valid_0's tweedie: 11.5951
[94] valid_0's poisson: -109.263 valid_0's tweedie: 11.595
[95] valid_0's poisson: -109.264 valid_0's tweedie: 11.5951
[96] valid_0's poisson: -109.265 valid_0's tweedie: 11.5949
[97] valid_0's poisson: -109.268 valid_0's tweedie: 11.5947
[98] valid_0's poisson: -109.273 valid_0's tweedie: 11.5945
[99] valid_0's poisson: -109.274 valid_0's tweedie: 11.5948
[100] valid_0's poisson: -109.276 valid_0's tweedie: 11.5947
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -94.3031 valid_0's tweedie: 13.1123
[2] valid_0's poisson: -98.218 valid_0's tweedie: 12.6967
[3] valid_0's poisson: -100.625 valid_0's tweedie: 12.4306
[4] valid_0's poisson: -102.386 valid_0's tweedie: 12.256
[5] valid_0's poisson: -103.591 valid_0's tweedie: 12.1071
[6] valid_0's poisson: -104.5 valid_0's tweedie: 12.0174
[7] valid_0's poisson: -105.285 valid_0's tweedie: 11.9429
[8] valid_0's poisson: -105.875 valid_0's tweedie: 11.8939
[9] valid_0's poisson: -106.367 valid_0's tweedie: 11.8554
[10] valid_0's poisson: -106.729 valid_0's tweedie: 11.8151
[11] valid_0's poisson: -106.969 valid_0's tweedie: 11.7914
[12] valid_0's poisson: -107.184 valid_0's tweedie: 11.7711
[13] valid_0's poisson: -107.521 valid_0's tweedie: 11.7417
[14] valid_0's poisson: -107.691 valid_0's tweedie: 11.7292
[15] valid_0's poisson: -107.897 valid_0's tweedie: 11.714
[16] valid_0's poisson: -107.989 valid_0's tweedie: 11.7054
[17] valid_0's poisson: -108.051 valid_0's tweedie: 11.6992
[18] valid_0's poisson: -108.156 valid_0's tweedie: 11.69
[19] valid_0's poisson: -108.198 valid_0's tweedie: 11.6864
[20] valid_0's poisson: -108.247 valid_0's tweedie: 11.6803
[21] valid_0's poisson: -108.294 valid_0's tweedie: 11.6762
[22] valid_0's poisson: -108.316 valid_0's tweedie: 11.6719
[23] valid_0's poisson: -108.387 valid_0's tweedie: 11.6678
[24] valid_0's poisson: -108.407 valid_0's tweedie: 11.6643
[25] valid_0's poisson: -108.485 valid_0's tweedie: 11.6595
[26] valid_0's poisson: -108.511 valid_0's tweedie: 11.6572
[27] valid_0's poisson: -108.542 valid_0's tweedie: 11.6543
[28] valid_0's poisson: -108.554 valid_0's tweedie: 11.6526
[29] valid_0's poisson: -108.575 valid_0's tweedie: 11.6513
[30] valid_0's poisson: -108.583 valid_0's tweedie: 11.6491
[31] valid_0's poisson: -108.602 valid_0's tweedie: 11.6481
[32] valid_0's poisson: -108.63 valid_0's tweedie: 11.6465
[33] valid_0's poisson: -108.656 valid_0's tweedie: 11.6446
[34] valid_0's poisson: -108.661 valid_0's tweedie: 11.6438
[35] valid_0's poisson: -108.682 valid_0's tweedie: 11.6418
[36] valid_0's poisson: -108.687 valid_0's tweedie: 11.641
[37] valid_0's poisson: -108.708 valid_0's tweedie: 11.64
[38] valid_0's poisson: -108.718 valid_0's tweedie: 11.6359
[39] valid_0's poisson: -108.731 valid_0's tweedie: 11.6347
[40] valid_0's poisson: -108.751 valid_0's tweedie: 11.634
[41] valid_0's poisson: -108.756 valid_0's tweedie: 11.6337
[42] valid_0's poisson: -108.772 valid_0's tweedie: 11.6326
[43] valid_0's poisson: -108.775 valid_0's tweedie: 11.6307
[44] valid_0's poisson: -108.789 valid_0's tweedie: 11.6293
[45] valid_0's poisson: -108.794 valid_0's tweedie: 11.6292
[46] valid_0's poisson: -108.806 valid_0's tweedie: 11.628
[47] valid_0's poisson: -108.815 valid_0's tweedie: 11.6276
[48] valid_0's poisson: -108.825 valid_0's tweedie: 11.6269
[49] valid_0's poisson: -108.827 valid_0's tweedie: 11.627
[50] valid_0's poisson: -108.858 valid_0's tweedie: 11.6254
[51] valid_0's poisson: -108.873 valid_0's tweedie: 11.6243
[52] valid_0's poisson: -108.874 valid_0's tweedie: 11.6238
[53] valid_0's poisson: -108.893 valid_0's tweedie: 11.6231
[54] valid_0's poisson: -108.894 valid_0's tweedie: 11.6231
[55] valid_0's poisson: -108.897 valid_0's tweedie: 11.623
[56] valid_0's poisson: -108.899 valid_0's tweedie: 11.6229
[57] valid_0's poisson: -108.92 valid_0's tweedie: 11.6214
[58] valid_0's poisson: -108.924 valid_0's tweedie: 11.6214
[59] valid_0's poisson: -108.939 valid_0's tweedie: 11.6207
[60] valid_0's poisson: -108.948 valid_0's tweedie: 11.6196
[61] valid_0's poisson: -108.953 valid_0's tweedie: 11.6187
[62] valid_0's poisson: -108.956 valid_0's tweedie: 11.6184
[63] valid_0's poisson: -108.958 valid_0's tweedie: 11.6175
[64] valid_0's poisson: -108.978 valid_0's tweedie: 11.6152
[65] valid_0's poisson: -108.978 valid_0's tweedie: 11.6149
[66] valid_0's poisson: -108.98 valid_0's tweedie: 11.6139
[67] valid_0's poisson: -108.988 valid_0's tweedie: 11.6131
[68] valid_0's poisson: -108.997 valid_0's tweedie: 11.6122
[69] valid_0's poisson: -109.004 valid_0's tweedie: 11.6114
[70] valid_0's poisson: -109.005 valid_0's tweedie: 11.6115
[71] valid_0's poisson: -109.012 valid_0's tweedie: 11.6104
[72] valid_0's poisson: -109.013 valid_0's tweedie: 11.6098
[73] valid_0's poisson: -109.022 valid_0's tweedie: 11.6093
[74] valid_0's poisson: -109.024 valid_0's tweedie: 11.6091
[75] valid_0's poisson: -109.033 valid_0's tweedie: 11.6089
[76] valid_0's poisson: -109.08 valid_0's tweedie: 11.606
[77] valid_0's poisson: -109.093 valid_0's tweedie: 11.6057
[78] valid_0's poisson: -109.097 valid_0's tweedie: 11.6053
[79] valid_0's poisson: -109.112 valid_0's tweedie: 11.6046
[80] valid_0's poisson: -109.114 valid_0's tweedie: 11.6046
[81] valid_0's poisson: -109.116 valid_0's tweedie: 11.6046
[82] valid_0's poisson: -109.121 valid_0's tweedie: 11.6046
[83] valid_0's poisson: -109.121 valid_0's tweedie: 11.6045
[84] valid_0's poisson: -109.125 valid_0's tweedie: 11.6042
[85] valid_0's poisson: -109.136 valid_0's tweedie: 11.6036
[86] valid_0's poisson: -109.151 valid_0's tweedie: 11.603
[87] valid_0's poisson: -109.156 valid_0's tweedie: 11.6025
[88] valid_0's poisson: -109.165 valid_0's tweedie: 11.6021
[89] valid_0's poisson: -109.165 valid_0's tweedie: 11.602
[90] valid_0's poisson: -109.179 valid_0's tweedie: 11.6014
[91] valid_0's poisson: -109.179 valid_0's tweedie: 11.6014
[92] valid_0's poisson: -109.18 valid_0's tweedie: 11.6013
[93] valid_0's poisson: -109.191 valid_0's tweedie: 11.6007
[94] valid_0's poisson: -109.193 valid_0's tweedie: 11.6005
[95] valid_0's poisson: -109.194 valid_0's tweedie: 11.6004
[96] valid_0's poisson: -109.195 valid_0's tweedie: 11.6003
[97] valid_0's poisson: -109.196 valid_0's tweedie: 11.6004
[98] valid_0's poisson: -109.198 valid_0's tweedie: 11.6003
[99] valid_0's poisson: -109.198 valid_0's tweedie: 11.6002
[100] valid_0's poisson: -109.197 valid_0's tweedie: 11.5999
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -94.3063 valid_0's tweedie: 13.1154
[2] valid_0's poisson: -98.2576 valid_0's tweedie: 12.6963
[3] valid_0's poisson: -100.671 valid_0's tweedie: 12.414
[4] valid_0's poisson: -102.403 valid_0's tweedie: 12.238
[5] valid_0's poisson: -103.659 valid_0's tweedie: 12.1069
[6] valid_0's poisson: -104.656 valid_0's tweedie: 12.0165
[7] valid_0's poisson: -105.558 valid_0's tweedie: 11.9339
[8] valid_0's poisson: -106.121 valid_0's tweedie: 11.8827
[9] valid_0's poisson: -106.521 valid_0's tweedie: 11.8466
[10] valid_0's poisson: -106.85 valid_0's tweedie: 11.8036
[11] valid_0's poisson: -107.121 valid_0's tweedie: 11.7793
[12] valid_0's poisson: -107.348 valid_0's tweedie: 11.7599
[13] valid_0's poisson: -107.638 valid_0's tweedie: 11.7377
[14] valid_0's poisson: -107.787 valid_0's tweedie: 11.7266
[15] valid_0's poisson: -107.881 valid_0's tweedie: 11.7167
[16] valid_0's poisson: -107.989 valid_0's tweedie: 11.7086
[17] valid_0's poisson: -108.04 valid_0's tweedie: 11.6973
[18] valid_0's poisson: -108.105 valid_0's tweedie: 11.6918
[19] valid_0's poisson: -108.219 valid_0's tweedie: 11.6849
[20] valid_0's poisson: -108.252 valid_0's tweedie: 11.6787
[21] valid_0's poisson: -108.316 valid_0's tweedie: 11.6729
[22] valid_0's poisson: -108.348 valid_0's tweedie: 11.6668
[23] valid_0's poisson: -108.399 valid_0's tweedie: 11.6626
[24] valid_0's poisson: -108.443 valid_0's tweedie: 11.6599
[25] valid_0's poisson: -108.491 valid_0's tweedie: 11.6569
[26] valid_0's poisson: -108.501 valid_0's tweedie: 11.656
[27] valid_0's poisson: -108.562 valid_0's tweedie: 11.6524
[28] valid_0's poisson: -108.587 valid_0's tweedie: 11.6502
[29] valid_0's poisson: -108.625 valid_0's tweedie: 11.6473
[30] valid_0's poisson: -108.645 valid_0's tweedie: 11.6458
[31] valid_0's poisson: -108.652 valid_0's tweedie: 11.6453
[32] valid_0's poisson: -108.672 valid_0's tweedie: 11.6443
[33] valid_0's poisson: -108.697 valid_0's tweedie: 11.6419
[34] valid_0's poisson: -108.717 valid_0's tweedie: 11.6398
[35] valid_0's poisson: -108.735 valid_0's tweedie: 11.6381
[36] valid_0's poisson: -108.75 valid_0's tweedie: 11.636
[37] valid_0's poisson: -108.76 valid_0's tweedie: 11.634
[38] valid_0's poisson: -108.766 valid_0's tweedie: 11.6341
[39] valid_0's poisson: -108.784 valid_0's tweedie: 11.6331
[40] valid_0's poisson: -108.806 valid_0's tweedie: 11.6315
[41] valid_0's poisson: -108.826 valid_0's tweedie: 11.6301
[42] valid_0's poisson: -108.826 valid_0's tweedie: 11.6289
[43] valid_0's poisson: -108.829 valid_0's tweedie: 11.6278
[44] valid_0's poisson: -108.831 valid_0's tweedie: 11.6277
[45] valid_0's poisson: -108.852 valid_0's tweedie: 11.6262
[46] valid_0's poisson: -108.857 valid_0's tweedie: 11.6257
[47] valid_0's poisson: -108.859 valid_0's tweedie: 11.6253
[48] valid_0's poisson: -108.862 valid_0's tweedie: 11.6249
[49] valid_0's poisson: -108.891 valid_0's tweedie: 11.6231
[50] valid_0's poisson: -108.892 valid_0's tweedie: 11.6227
[51] valid_0's poisson: -108.895 valid_0's tweedie: 11.6225
[52] valid_0's poisson: -108.91 valid_0's tweedie: 11.6218
[53] valid_0's poisson: -108.908 valid_0's tweedie: 11.6219
[54] valid_0's poisson: -108.928 valid_0's tweedie: 11.6212
[55] valid_0's poisson: -108.931 valid_0's tweedie: 11.6206
[56] valid_0's poisson: -108.932 valid_0's tweedie: 11.6202
[57] valid_0's poisson: -108.932 valid_0's tweedie: 11.6205
[58] valid_0's poisson: -108.948 valid_0's tweedie: 11.6192
[59] valid_0's poisson: -108.959 valid_0's tweedie: 11.6182
[60] valid_0's poisson: -108.965 valid_0's tweedie: 11.6177
[61] valid_0's poisson: -108.971 valid_0's tweedie: 11.6173
[62] valid_0's poisson: -108.976 valid_0's tweedie: 11.617
[63] valid_0's poisson: -108.979 valid_0's tweedie: 11.6168
[64] valid_0's poisson: -109.02 valid_0's tweedie: 11.6139
[65] valid_0's poisson: -109.025 valid_0's tweedie: 11.6137
[66] valid_0's poisson: -109.024 valid_0's tweedie: 11.6137
[67] valid_0's poisson: -109.07 valid_0's tweedie: 11.6115
[68] valid_0's poisson: -109.067 valid_0's tweedie: 11.6116
[69] valid_0's poisson: -109.068 valid_0's tweedie: 11.6104
[70] valid_0's poisson: -109.075 valid_0's tweedie: 11.6099
[71] valid_0's poisson: -109.082 valid_0's tweedie: 11.6097
[72] valid_0's poisson: -109.08 valid_0's tweedie: 11.6098
[73] valid_0's poisson: -109.08 valid_0's tweedie: 11.6096
[74] valid_0's poisson: -109.118 valid_0's tweedie: 11.6064
[75] valid_0's poisson: -109.118 valid_0's tweedie: 11.6064
[76] valid_0's poisson: -109.131 valid_0's tweedie: 11.6054
[77] valid_0's poisson: -109.139 valid_0's tweedie: 11.6052
[78] valid_0's poisson: -109.147 valid_0's tweedie: 11.6046
[79] valid_0's poisson: -109.153 valid_0's tweedie: 11.6045
[80] valid_0's poisson: -109.158 valid_0's tweedie: 11.6043
[81] valid_0's poisson: -109.165 valid_0's tweedie: 11.6045
[82] valid_0's poisson: -109.165 valid_0's tweedie: 11.6044
[83] valid_0's poisson: -109.165 valid_0's tweedie: 11.6044
[84] valid_0's poisson: -109.174 valid_0's tweedie: 11.6041
[85] valid_0's poisson: -109.175 valid_0's tweedie: 11.6036
[86] valid_0's poisson: -109.182 valid_0's tweedie: 11.603
[87] valid_0's poisson: -109.189 valid_0's tweedie: 11.6023
[88] valid_0's poisson: -109.195 valid_0's tweedie: 11.602
[89] valid_0's poisson: -109.201 valid_0's tweedie: 11.6017
[90] valid_0's poisson: -109.202 valid_0's tweedie: 11.6015
[91] valid_0's poisson: -109.204 valid_0's tweedie: 11.6015
[92] valid_0's poisson: -109.208 valid_0's tweedie: 11.6014
[93] valid_0's poisson: -109.211 valid_0's tweedie: 11.6011
[94] valid_0's poisson: -109.223 valid_0's tweedie: 11.6001
[95] valid_0's poisson: -109.227 valid_0's tweedie: 11.5998
[96] valid_0's poisson: -109.232 valid_0's tweedie: 11.5996
[97] valid_0's poisson: -109.242 valid_0's tweedie: 11.5969
[98] valid_0's poisson: -109.239 valid_0's tweedie: 11.5973
[99] valid_0's poisson: -109.242 valid_0's tweedie: 11.5967
[100] valid_0's poisson: -109.242 valid_0's tweedie: 11.5965
[CV] END bagging_fraction=0.6, lambda_l1=0, lambda_l2=10, learning_rate=0.25, max_depth=3, tweedie_variance_power=1.7; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7219 valid_0's tweedie: 105.636
[2] valid_0's poisson: -88.2576 valid_0's tweedie: 105.375
[3] valid_0's poisson: -88.7746 valid_0's tweedie: 105.124
[4] valid_0's poisson: -89.2781 valid_0's tweedie: 104.879
[5] valid_0's poisson: -89.7704 valid_0's tweedie: 104.64
[6] valid_0's poisson: -90.2453 valid_0's tweedie: 104.41
[7] valid_0's poisson: -90.7073 valid_0's tweedie: 104.187
[8] valid_0's poisson: -91.1563 valid_0's tweedie: 103.97
[9] valid_0's poisson: -91.5939 valid_0's tweedie: 103.758
[10] valid_0's poisson: -92.0156 valid_0's tweedie: 103.555
[11] valid_0's poisson: -92.4317 valid_0's tweedie: 103.354
[12] valid_0's poisson: -92.8368 valid_0's tweedie: 103.158
[13] valid_0's poisson: -93.2314 valid_0's tweedie: 102.968
[14] valid_0's poisson: -93.614 valid_0's tweedie: 102.784
[15] valid_0's poisson: -93.9874 valid_0's tweedie: 102.604
[16] valid_0's poisson: -94.3455 valid_0's tweedie: 102.431
[17] valid_0's poisson: -94.697 valid_0's tweedie: 102.262
[18] valid_0's poisson: -95.0398 valid_0's tweedie: 102.097
[19] valid_0's poisson: -95.3723 valid_0's tweedie: 101.936
[20] valid_0's poisson: -95.6943 valid_0's tweedie: 101.781
[21] valid_0's poisson: -96.0103 valid_0's tweedie: 101.629
[22] valid_0's poisson: -96.3161 valid_0's tweedie: 101.481
[23] valid_0's poisson: -96.6159 valid_0's tweedie: 101.336
[24] valid_0's poisson: -96.9056 valid_0's tweedie: 101.196
[25] valid_0's poisson: -97.1877 valid_0's tweedie: 101.06
[26] valid_0's poisson: -97.4593 valid_0's tweedie: 100.929
[27] valid_0's poisson: -97.7274 valid_0's tweedie: 100.799
[28] valid_0's poisson: -97.9889 valid_0's tweedie: 100.672
[29] valid_0's poisson: -98.2397 valid_0's tweedie: 100.551
[30] valid_0's poisson: -98.4813 valid_0's tweedie: 100.433
[31] valid_0's poisson: -98.7215 valid_0's tweedie: 100.317
[32] valid_0's poisson: -98.9494 valid_0's tweedie: 100.206
[33] valid_0's poisson: -99.1734 valid_0's tweedie: 100.096
[34] valid_0's poisson: -99.3953 valid_0's tweedie: 99.9884
[35] valid_0's poisson: -99.608 valid_0's tweedie: 99.8845
[36] valid_0's poisson: -99.8165 valid_0's tweedie: 99.7827
[37] valid_0's poisson: -100.018 valid_0's tweedie: 99.6839
[38] valid_0's poisson: -100.218 valid_0's tweedie: 99.5861
[39] valid_0's poisson: -100.407 valid_0's tweedie: 99.4933
[40] valid_0's poisson: -100.592 valid_0's tweedie: 99.4021
[41] valid_0's poisson: -100.773 valid_0's tweedie: 99.313
[42] valid_0's poisson: -100.946 valid_0's tweedie: 99.2276
[43] valid_0's poisson: -101.118 valid_0's tweedie: 99.1429
[44] valid_0's poisson: -101.285 valid_0's tweedie: 99.0601
[45] valid_0's poisson: -101.45 valid_0's tweedie: 98.9786
[46] valid_0's poisson: -101.608 valid_0's tweedie: 98.9
[47] valid_0's poisson: -101.766 valid_0's tweedie: 98.8215
[48] valid_0's poisson: -101.917 valid_0's tweedie: 98.7465
[49] valid_0's poisson: -102.062 valid_0's tweedie: 98.6744
[50] valid_0's poisson: -102.209 valid_0's tweedie: 98.601
[51] valid_0's poisson: -102.348 valid_0's tweedie: 98.5316
[52] valid_0's poisson: -102.487 valid_0's tweedie: 98.4623
[53] valid_0's poisson: -102.616 valid_0's tweedie: 98.397
[54] valid_0's poisson: -102.75 valid_0's tweedie: 98.3301
[55] valid_0's poisson: -102.876 valid_0's tweedie: 98.2667
[56] valid_0's poisson: -103.003 valid_0's tweedie: 98.2028
[57] valid_0's poisson: -103.121 valid_0's tweedie: 98.143
[58] valid_0's poisson: -103.243 valid_0's tweedie: 98.0821
[59] valid_0's poisson: -103.356 valid_0's tweedie: 98.0247
[60] valid_0's poisson: -103.47 valid_0's tweedie: 97.9669
[61] valid_0's poisson: -103.579 valid_0's tweedie: 97.9112
[62] valid_0's poisson: -103.684 valid_0's tweedie: 97.8579
[63] valid_0's poisson: -103.793 valid_0's tweedie: 97.8028
[64] valid_0's poisson: -103.893 valid_0's tweedie: 97.7514
[65] valid_0's poisson: -103.996 valid_0's tweedie: 97.6989
[66] valid_0's poisson: -104.093 valid_0's tweedie: 97.6493
[67] valid_0's poisson: -104.192 valid_0's tweedie: 97.599
[68] valid_0's poisson: -104.289 valid_0's tweedie: 97.5492
[69] valid_0's poisson: -104.38 valid_0's tweedie: 97.5026
[70] valid_0's poisson: -104.472 valid_0's tweedie: 97.4552
[71] valid_0's poisson: -104.558 valid_0's tweedie: 97.4108
[72] valid_0's poisson: -104.651 valid_0's tweedie: 97.3631
[73] valid_0's poisson: -104.732 valid_0's tweedie: 97.3212
[74] valid_0's poisson: -104.813 valid_0's tweedie: 97.2788
[75] valid_0's poisson: -104.896 valid_0's tweedie: 97.2357
[76] valid_0's poisson: -104.976 valid_0's tweedie: 97.1944
[77] valid_0's poisson: -105.054 valid_0's tweedie: 97.1538
[78] valid_0's poisson: -105.132 valid_0's tweedie: 97.1135
[79] valid_0's poisson: -105.202 valid_0's tweedie: 97.0766
[80] valid_0's poisson: -105.278 valid_0's tweedie: 97.0368
[81] valid_0's poisson: -105.35 valid_0's tweedie: 96.9992
[82] valid_0's poisson: -105.419 valid_0's tweedie: 96.963
[83] valid_0's poisson: -105.491 valid_0's tweedie: 96.9255
[84] valid_0's poisson: -105.557 valid_0's tweedie: 96.8906
[85] valid_0's poisson: -105.631 valid_0's tweedie: 96.8519
[86] valid_0's poisson: -105.691 valid_0's tweedie: 96.8199
[87] valid_0's poisson: -105.753 valid_0's tweedie: 96.7872
[88] valid_0's poisson: -105.823 valid_0's tweedie: 96.7508
[89] valid_0's poisson: -105.881 valid_0's tweedie: 96.7195
[90] valid_0's poisson: -105.947 valid_0's tweedie: 96.6847
[91] valid_0's poisson: -106.004 valid_0's tweedie: 96.6545
[92] valid_0's poisson: -106.061 valid_0's tweedie: 96.6246
[93] valid_0's poisson: -106.123 valid_0's tweedie: 96.5919
[94] valid_0's poisson: -106.173 valid_0's tweedie: 96.5651
[95] valid_0's poisson: -106.232 valid_0's tweedie: 96.5339
[96] valid_0's poisson: -106.289 valid_0's tweedie: 96.5034
[97] valid_0's poisson: -106.339 valid_0's tweedie: 96.4771
[98] valid_0's poisson: -106.393 valid_0's tweedie: 96.4485
[99] valid_0's poisson: -106.439 valid_0's tweedie: 96.4237
[100] valid_0's poisson: -106.492 valid_0's tweedie: 96.3956
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7243 valid_0's tweedie: 105.635
[2] valid_0's poisson: -88.2608 valid_0's tweedie: 105.374
[3] valid_0's poisson: -88.7801 valid_0's tweedie: 105.121
[4] valid_0's poisson: -89.2867 valid_0's tweedie: 104.875
[5] valid_0's poisson: -89.778 valid_0's tweedie: 104.637
[6] valid_0's poisson: -90.2559 valid_0's tweedie: 104.405
[7] valid_0's poisson: -90.7195 valid_0's tweedie: 104.181
[8] valid_0's poisson: -91.175 valid_0's tweedie: 103.961
[9] valid_0's poisson: -91.6168 valid_0's tweedie: 103.747
[10] valid_0's poisson: -92.0471 valid_0's tweedie: 103.54
[11] valid_0's poisson: -92.4628 valid_0's tweedie: 103.339
[12] valid_0's poisson: -92.8671 valid_0's tweedie: 103.144
[13] valid_0's poisson: -93.2636 valid_0's tweedie: 102.953
[14] valid_0's poisson: -93.6492 valid_0's tweedie: 102.768
[15] valid_0's poisson: -94.0238 valid_0's tweedie: 102.587
[16] valid_0's poisson: -94.3868 valid_0's tweedie: 102.412
[17] valid_0's poisson: -94.74 valid_0's tweedie: 102.242
[18] valid_0's poisson: -95.0859 valid_0's tweedie: 102.076
[19] valid_0's poisson: -95.4196 valid_0's tweedie: 101.915
[20] valid_0's poisson: -95.7457 valid_0's tweedie: 101.758
[21] valid_0's poisson: -96.0606 valid_0's tweedie: 101.606
[22] valid_0's poisson: -96.3689 valid_0's tweedie: 101.458
[23] valid_0's poisson: -96.6658 valid_0's tweedie: 101.314
[24] valid_0's poisson: -96.9571 valid_0's tweedie: 101.174
[25] valid_0's poisson: -97.2371 valid_0's tweedie: 101.038
[26] valid_0's poisson: -97.5119 valid_0's tweedie: 100.905
[27] valid_0's poisson: -97.7757 valid_0's tweedie: 100.778
[28] valid_0's poisson: -98.0288 valid_0's tweedie: 100.655
[29] valid_0's poisson: -98.2826 valid_0's tweedie: 100.532
[30] valid_0's poisson: -98.522 valid_0's tweedie: 100.415
[31] valid_0's poisson: -98.7615 valid_0's tweedie: 100.299
[32] valid_0's poisson: -98.988 valid_0's tweedie: 100.189
[33] valid_0's poisson: -99.2155 valid_0's tweedie: 100.078
[34] valid_0's poisson: -99.4302 valid_0's tweedie: 99.9732
[35] valid_0's poisson: -99.6373 valid_0's tweedie: 99.8719
[36] valid_0's poisson: -99.8471 valid_0's tweedie: 99.7694
[37] valid_0's poisson: -100.045 valid_0's tweedie: 99.6724
[38] valid_0's poisson: -100.244 valid_0's tweedie: 99.575
[39] valid_0's poisson: -100.43 valid_0's tweedie: 99.4834
[40] valid_0's poisson: -100.619 valid_0's tweedie: 99.391
[41] valid_0's poisson: -100.796 valid_0's tweedie: 99.3033
[42] valid_0's poisson: -100.969 valid_0's tweedie: 99.218
[43] valid_0's poisson: -101.146 valid_0's tweedie: 99.1308
[44] valid_0's poisson: -101.309 valid_0's tweedie: 99.0499
[45] valid_0's poisson: -101.475 valid_0's tweedie: 98.9678
[46] valid_0's poisson: -101.631 valid_0's tweedie: 98.8904
[47] valid_0's poisson: -101.79 valid_0's tweedie: 98.8119
[48] valid_0's poisson: -101.938 valid_0's tweedie: 98.7378
[49] valid_0's poisson: -102.09 valid_0's tweedie: 98.6626
[50] valid_0's poisson: -102.231 valid_0's tweedie: 98.5921
[51] valid_0's poisson: -102.373 valid_0's tweedie: 98.5211
[52] valid_0's poisson: -102.51 valid_0's tweedie: 98.4525
[53] valid_0's poisson: -102.646 valid_0's tweedie: 98.3846
[54] valid_0's poisson: -102.773 valid_0's tweedie: 98.3208
[55] valid_0's poisson: -102.903 valid_0's tweedie: 98.2555
[56] valid_0's poisson: -103.024 valid_0's tweedie: 98.1946
[57] valid_0's poisson: -103.144 valid_0's tweedie: 98.1341
[58] valid_0's poisson: -103.264 valid_0's tweedie: 98.0732
[59] valid_0's poisson: -103.379 valid_0's tweedie: 98.0151
[60] valid_0's poisson: -103.495 valid_0's tweedie: 97.9567
[61] valid_0's poisson: -103.601 valid_0's tweedie: 97.9025
[62] valid_0's poisson: -103.711 valid_0's tweedie: 97.8466
[63] valid_0's poisson: -103.813 valid_0's tweedie: 97.7947
[64] valid_0's poisson: -103.917 valid_0's tweedie: 97.7415
[65] valid_0's poisson: -104.017 valid_0's tweedie: 97.6905
[66] valid_0's poisson: -104.116 valid_0's tweedie: 97.6401
[67] valid_0's poisson: -104.212 valid_0's tweedie: 97.591
[68] valid_0's poisson: -104.308 valid_0's tweedie: 97.5418
[69] valid_0's poisson: -104.396 valid_0's tweedie: 97.4966
[70] valid_0's poisson: -104.484 valid_0's tweedie: 97.4513
[71] valid_0's poisson: -104.573 valid_0's tweedie: 97.4053
[72] valid_0's poisson: -104.656 valid_0's tweedie: 97.3624
[73] valid_0's poisson: -104.741 valid_0's tweedie: 97.3189
[74] valid_0's poisson: -104.828 valid_0's tweedie: 97.274
[75] valid_0's poisson: -104.906 valid_0's tweedie: 97.2336
[76] valid_0's poisson: -104.983 valid_0's tweedie: 97.1932
[77] valid_0's poisson: -105.06 valid_0's tweedie: 97.1533
[78] valid_0's poisson: -105.14 valid_0's tweedie: 97.1121
[79] valid_0's poisson: -105.213 valid_0's tweedie: 97.0733
[80] valid_0's poisson: -105.29 valid_0's tweedie: 97.0334
[81] valid_0's poisson: -105.36 valid_0's tweedie: 96.9961
[82] valid_0's poisson: -105.428 valid_0's tweedie: 96.9603
[83] valid_0's poisson: -105.506 valid_0's tweedie: 96.9199
[84] valid_0's poisson: -105.574 valid_0's tweedie: 96.8847
[85] valid_0's poisson: -105.639 valid_0's tweedie: 96.8505
[86] valid_0's poisson: -105.703 valid_0's tweedie: 96.8169
[87] valid_0's poisson: -105.774 valid_0's tweedie: 96.7793
[88] valid_0's poisson: -105.831 valid_0's tweedie: 96.7491
[89] valid_0's poisson: -105.9 valid_0's tweedie: 96.7131
[90] valid_0's poisson: -105.955 valid_0's tweedie: 96.6834
[91] valid_0's poisson: -106.018 valid_0's tweedie: 96.6503
[92] valid_0's poisson: -106.073 valid_0's tweedie: 96.6213
[93] valid_0's poisson: -106.127 valid_0's tweedie: 96.5923
[94] valid_0's poisson: -106.181 valid_0's tweedie: 96.5641
[95] valid_0's poisson: -106.241 valid_0's tweedie: 96.5323
[96] valid_0's poisson: -106.296 valid_0's tweedie: 96.5027
[97] valid_0's poisson: -106.346 valid_0's tweedie: 96.4761
[98] valid_0's poisson: -106.398 valid_0's tweedie: 96.4481
[99] valid_0's poisson: -106.453 valid_0's tweedie: 96.419
[100] valid_0's poisson: -106.499 valid_0's tweedie: 96.3942
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7231 valid_0's tweedie: 105.636
[2] valid_0's poisson: -88.2608 valid_0's tweedie: 105.374
[3] valid_0's poisson: -88.7833 valid_0's tweedie: 105.12
[4] valid_0's poisson: -89.291 valid_0's tweedie: 104.874
[5] valid_0's poisson: -89.7843 valid_0's tweedie: 104.634
[6] valid_0's poisson: -90.2615 valid_0's tweedie: 104.403
[7] valid_0's poisson: -90.7277 valid_0's tweedie: 104.178
[8] valid_0's poisson: -91.1813 valid_0's tweedie: 103.959
[9] valid_0's poisson: -91.6225 valid_0's tweedie: 103.746
[10] valid_0's poisson: -92.0499 valid_0's tweedie: 103.54
[11] valid_0's poisson: -92.4666 valid_0's tweedie: 103.339
[12] valid_0's poisson: -92.8707 valid_0's tweedie: 103.144
[13] valid_0's poisson: -93.2662 valid_0's tweedie: 102.954
[14] valid_0's poisson: -93.6507 valid_0's tweedie: 102.769
[15] valid_0's poisson: -94.0225 valid_0's tweedie: 102.59
[16] valid_0's poisson: -94.3879 valid_0's tweedie: 102.414
[17] valid_0's poisson: -94.7383 valid_0's tweedie: 102.245
[18] valid_0's poisson: -95.0817 valid_0's tweedie: 102.08
[19] valid_0's poisson: -95.4164 valid_0's tweedie: 101.919
[20] valid_0's poisson: -95.7412 valid_0's tweedie: 101.763
[21] valid_0's poisson: -96.0579 valid_0's tweedie: 101.61
[22] valid_0's poisson: -96.367 valid_0's tweedie: 101.461
[23] valid_0's poisson: -96.665 valid_0's tweedie: 101.317
[24] valid_0's poisson: -96.9583 valid_0's tweedie: 101.176
[25] valid_0's poisson: -97.2409 valid_0's tweedie: 101.04
[26] valid_0's poisson: -97.5169 valid_0's tweedie: 100.906
[27] valid_0's poisson: -97.784 valid_0's tweedie: 100.777
[28] valid_0's poisson: -98.0447 valid_0's tweedie: 100.651
[29] valid_0's poisson: -98.2955 valid_0's tweedie: 100.529
[30] valid_0's poisson: -98.5392 valid_0's tweedie: 100.411
[31] valid_0's poisson: -98.7802 valid_0's tweedie: 100.294
[32] valid_0's poisson: -99.0117 valid_0's tweedie: 100.182
[33] valid_0's poisson: -99.2394 valid_0's tweedie: 100.071
[34] valid_0's poisson: -99.4575 valid_0's tweedie: 99.9645
[35] valid_0's poisson: -99.6676 valid_0's tweedie: 99.8619
[36] valid_0's poisson: -99.8749 valid_0's tweedie: 99.7607
[37] valid_0's poisson: -100.076 valid_0's tweedie: 99.6622
[38] valid_0's poisson: -100.273 valid_0's tweedie: 99.5657
[39] valid_0's poisson: -100.461 valid_0's tweedie: 99.4732
[40] valid_0's poisson: -100.647 valid_0's tweedie: 99.3821
[41] valid_0's poisson: -100.832 valid_0's tweedie: 99.2912
[42] valid_0's poisson: -101.006 valid_0's tweedie: 99.2054
[43] valid_0's poisson: -101.181 valid_0's tweedie: 99.1191
[44] valid_0's poisson: -101.348 valid_0's tweedie: 99.0365
[45] valid_0's poisson: -101.507 valid_0's tweedie: 98.9574
[46] valid_0's poisson: -101.669 valid_0's tweedie: 98.8772
[47] valid_0's poisson: -101.825 valid_0's tweedie: 98.7997
[48] valid_0's poisson: -101.981 valid_0's tweedie: 98.7228
[49] valid_0's poisson: -102.125 valid_0's tweedie: 98.6508
[50] valid_0's poisson: -102.271 valid_0's tweedie: 98.578
[51] valid_0's poisson: -102.414 valid_0's tweedie: 98.5067
[52] valid_0's poisson: -102.548 valid_0's tweedie: 98.4395
[53] valid_0's poisson: -102.683 valid_0's tweedie: 98.3719
[54] valid_0's poisson: -102.813 valid_0's tweedie: 98.3067
[55] valid_0's poisson: -102.941 valid_0's tweedie: 98.2426
[56] valid_0's poisson: -103.063 valid_0's tweedie: 98.1807
[57] valid_0's poisson: -103.186 valid_0's tweedie: 98.1189
[58] valid_0's poisson: -103.305 valid_0's tweedie: 98.0588
[59] valid_0's poisson: -103.425 valid_0's tweedie: 97.9985
[60] valid_0's poisson: -103.539 valid_0's tweedie: 97.9407
[61] valid_0's poisson: -103.647 valid_0's tweedie: 97.8854
[62] valid_0's poisson: -103.758 valid_0's tweedie: 97.8294
[63] valid_0's poisson: -103.864 valid_0's tweedie: 97.7755
[64] valid_0's poisson: -103.965 valid_0's tweedie: 97.7239
[65] valid_0's poisson: -104.064 valid_0's tweedie: 97.673
[66] valid_0's poisson: -104.164 valid_0's tweedie: 97.6223
[67] valid_0's poisson: -104.262 valid_0's tweedie: 97.5719
[68] valid_0's poisson: -104.355 valid_0's tweedie: 97.5241
[69] valid_0's poisson: -104.442 valid_0's tweedie: 97.4792
[70] valid_0's poisson: -104.531 valid_0's tweedie: 97.4333
[71] valid_0's poisson: -104.623 valid_0's tweedie: 97.3862
[72] valid_0's poisson: -104.709 valid_0's tweedie: 97.3418
[73] valid_0's poisson: -104.79 valid_0's tweedie: 97.2995
[74] valid_0's poisson: -104.877 valid_0's tweedie: 97.2547
[75] valid_0's poisson: -104.959 valid_0's tweedie: 97.2121
[76] valid_0's poisson: -105.033 valid_0's tweedie: 97.1732
[77] valid_0's poisson: -105.111 valid_0's tweedie: 97.1327
[78] valid_0's poisson: -105.19 valid_0's tweedie: 97.0916
[79] valid_0's poisson: -105.265 valid_0's tweedie: 97.0523
[80] valid_0's poisson: -105.341 valid_0's tweedie: 97.0126
[81] valid_0's poisson: -105.409 valid_0's tweedie: 96.9769
[82] valid_0's poisson: -105.479 valid_0's tweedie: 96.94
[83] valid_0's poisson: -105.547 valid_0's tweedie: 96.9046
[84] valid_0's poisson: -105.614 valid_0's tweedie: 96.8692
[85] valid_0's poisson: -105.681 valid_0's tweedie: 96.8339
[86] valid_0's poisson: -105.753 valid_0's tweedie: 96.7967
[87] valid_0's poisson: -105.816 valid_0's tweedie: 96.7633
[88] valid_0's poisson: -105.877 valid_0's tweedie: 96.7311
[89] valid_0's poisson: -105.944 valid_0's tweedie: 96.6961
[90] valid_0's poisson: -106.009 valid_0's tweedie: 96.6624
[91] valid_0's poisson: -106.066 valid_0's tweedie: 96.632
[92] valid_0's poisson: -106.122 valid_0's tweedie: 96.6022
[93] valid_0's poisson: -106.181 valid_0's tweedie: 96.5709
[94] valid_0's poisson: -106.235 valid_0's tweedie: 96.5421
[95] valid_0's poisson: -106.287 valid_0's tweedie: 96.5147
[96] valid_0's poisson: -106.346 valid_0's tweedie: 96.4834
[97] valid_0's poisson: -106.403 valid_0's tweedie: 96.453
[98] valid_0's poisson: -106.452 valid_0's tweedie: 96.4265
[99] valid_0's poisson: -106.506 valid_0's tweedie: 96.3974
[100] valid_0's poisson: -106.553 valid_0's tweedie: 96.3725
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.7292 valid_0's tweedie: 105.633
[2] valid_0's poisson: -88.2674 valid_0's tweedie: 105.37
[3] valid_0's poisson: -88.7892 valid_0's tweedie: 105.116
[4] valid_0's poisson: -89.2969 valid_0's tweedie: 104.87
[5] valid_0's poisson: -89.7915 valid_0's tweedie: 104.63
[6] valid_0's poisson: -90.2722 valid_0's tweedie: 104.397
[7] valid_0's poisson: -90.7417 valid_0's tweedie: 104.17
[8] valid_0's poisson: -91.1974 valid_0's tweedie: 103.949
[9] valid_0's poisson: -91.64 valid_0's tweedie: 103.736
[10] valid_0's poisson: -92.07 valid_0's tweedie: 103.528
[11] valid_0's poisson: -92.4898 valid_0's tweedie: 103.326
[12] valid_0's poisson: -92.8974 valid_0's tweedie: 103.129
[13] valid_0's poisson: -93.2924 valid_0's tweedie: 102.939
[14] valid_0's poisson: -93.6775 valid_0's tweedie: 102.753
[15] valid_0's poisson: -94.0523 valid_0's tweedie: 102.573
[16] valid_0's poisson: -94.4163 valid_0's tweedie: 102.398
[17] valid_0's poisson: -94.7713 valid_0's tweedie: 102.227
[18] valid_0's poisson: -95.1142 valid_0's tweedie: 102.062
[19] valid_0's poisson: -95.4494 valid_0's tweedie: 101.9
[20] valid_0's poisson: -95.7749 valid_0's tweedie: 101.743
[21] valid_0's poisson: -96.0928 valid_0's tweedie: 101.59
[22] valid_0's poisson: -96.4018 valid_0's tweedie: 101.441
[23] valid_0's poisson: -96.7009 valid_0's tweedie: 101.297
[24] valid_0's poisson: -96.9952 valid_0's tweedie: 101.155
[25] valid_0's poisson: -97.278 valid_0's tweedie: 101.018
[26] valid_0's poisson: -97.5541 valid_0's tweedie: 100.885
[27] valid_0's poisson: -97.8241 valid_0's tweedie: 100.754
[28] valid_0's poisson: -98.0847 valid_0's tweedie: 100.628
[29] valid_0's poisson: -98.3386 valid_0's tweedie: 100.505
[30] valid_0's poisson: -98.5857 valid_0's tweedie: 100.386
[31] valid_0's poisson: -98.8234 valid_0's tweedie: 100.27
[32] valid_0's poisson: -99.054 valid_0's tweedie: 100.158
[33] valid_0's poisson: -99.2818 valid_0's tweedie: 100.047
[34] valid_0's poisson: -99.4971 valid_0's tweedie: 99.9421
[35] valid_0's poisson: -99.71 valid_0's tweedie: 99.8382
[36] valid_0's poisson: -99.9139 valid_0's tweedie: 99.7384
[37] valid_0's poisson: -100.119 valid_0's tweedie: 99.6383
[38] valid_0's poisson: -100.312 valid_0's tweedie: 99.5433
[39] valid_0's poisson: -100.506 valid_0's tweedie: 99.4484
[40] valid_0's poisson: -100.689 valid_0's tweedie: 99.3585
[41] valid_0's poisson: -100.869 valid_0's tweedie: 99.2697
[42] valid_0's poisson: -101.049 valid_0's tweedie: 99.1813
[43] valid_0's poisson: -101.218 valid_0's tweedie: 99.0978
[44] valid_0's poisson: -101.385 valid_0's tweedie: 99.0149
[45] valid_0's poisson: -101.546 valid_0's tweedie: 98.9355
[46] valid_0's poisson: -101.709 valid_0's tweedie: 98.8546
[47] valid_0's poisson: -101.861 valid_0's tweedie: 98.7794
[48] valid_0's poisson: -102.014 valid_0's tweedie: 98.703
[49] valid_0's poisson: -102.159 valid_0's tweedie: 98.6308
[50] valid_0's poisson: -102.307 valid_0's tweedie: 98.5574
[51] valid_0's poisson: -102.443 valid_0's tweedie: 98.4888
[52] valid_0's poisson: -102.58 valid_0's tweedie: 98.4206
[53] valid_0's poisson: -102.716 valid_0's tweedie: 98.3523
[54] valid_0's poisson: -102.843 valid_0's tweedie: 98.2882
[55] valid_0's poisson: -102.974 valid_0's tweedie: 98.2224
[56] valid_0's poisson: -103.098 valid_0's tweedie: 98.1603
[57] valid_0's poisson: -103.223 valid_0's tweedie: 98.0972
[58] valid_0's poisson: -103.341 valid_0's tweedie: 98.0374
[59] valid_0's poisson: -103.459 valid_0's tweedie: 97.9777
[60] valid_0's poisson: -103.572 valid_0's tweedie: 97.9206
[61] valid_0's poisson: -103.685 valid_0's tweedie: 97.8633
[62] valid_0's poisson: -103.789 valid_0's tweedie: 97.8102
[63] valid_0's poisson: -103.895 valid_0's tweedie: 97.7563
[64] valid_0's poisson: -104 valid_0's tweedie: 97.7029
[65] valid_0's poisson: -104.096 valid_0's tweedie: 97.6531
[66] valid_0's poisson: -104.196 valid_0's tweedie: 97.6018
[67] valid_0's poisson: -104.292 valid_0's tweedie: 97.5527
[68] valid_0's poisson: -104.387 valid_0's tweedie: 97.5041
[69] valid_0's poisson: -104.474 valid_0's tweedie: 97.459
[70] valid_0's poisson: -104.568 valid_0's tweedie: 97.4109
[71] valid_0's poisson: -104.651 valid_0's tweedie: 97.3677
[72] valid_0's poisson: -104.743 valid_0's tweedie: 97.3199
[73] valid_0's poisson: -104.826 valid_0's tweedie: 97.2772
[74] valid_0's poisson: -104.904 valid_0's tweedie: 97.2365
[75] valid_0's poisson: -104.989 valid_0's tweedie: 97.1925
[76] valid_0's poisson: -105.065 valid_0's tweedie: 97.1527
[77] valid_0's poisson: -105.142 valid_0's tweedie: 97.1122
[78] valid_0's poisson: -105.223 valid_0's tweedie: 97.0704
[79] valid_0's poisson: -105.306 valid_0's tweedie: 97.0275
[80] valid_0's poisson: -105.377 valid_0's tweedie: 96.9897
[81] valid_0's poisson: -105.449 valid_0's tweedie: 96.9522
[82] valid_0's poisson: -105.518 valid_0's tweedie: 96.916
[83] valid_0's poisson: -105.594 valid_0's tweedie: 96.8763
[84] valid_0's poisson: -105.661 valid_0's tweedie: 96.841
[85] valid_0's poisson: -105.733 valid_0's tweedie: 96.803
[86] valid_0's poisson: -105.8 valid_0's tweedie: 96.7683
[87] valid_0's poisson: -105.862 valid_0's tweedie: 96.7356
[88] valid_0's poisson: -105.92 valid_0's tweedie: 96.7047
[89] valid_0's poisson: -105.985 valid_0's tweedie: 96.6705
[90] valid_0's poisson: -106.044 valid_0's tweedie: 96.6395
[91] valid_0's poisson: -106.107 valid_0's tweedie: 96.6064
[92] valid_0's poisson: -106.162 valid_0's tweedie: 96.577
[93] valid_0's poisson: -106.221 valid_0's tweedie: 96.5457
[94] valid_0's poisson: -106.274 valid_0's tweedie: 96.518
[95] valid_0's poisson: -106.332 valid_0's tweedie: 96.4873
[96] valid_0's poisson: -106.382 valid_0's tweedie: 96.4607
[97] valid_0's poisson: -106.437 valid_0's tweedie: 96.4314
[98] valid_0's poisson: -106.486 valid_0's tweedie: 96.4052
[99] valid_0's poisson: -106.539 valid_0's tweedie: 96.3769
[100] valid_0's poisson: -106.586 valid_0's tweedie: 96.3519
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.6, subsample=1.0 will be ignored. Current value: bagging_fraction=0.6
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -87.714 valid_0's tweedie: 105.64
[2] valid_0's poisson: -88.2489 valid_0's tweedie: 105.38
[3] valid_0's poisson: -88.7684 valid_0's tweedie: 105.128
[4] valid_0's poisson: -89.2736 valid_0's tweedie: 104.883
[5] valid_0's poisson: -89.7636 valid_0's tweedie: 104.645
[6] valid_0's poisson: -90.2413 valid_0's tweedie: 104.414
[7] valid_0's poisson: -90.7068 valid_0's tweedie: 104.189
[8] valid_0's poisson: -91.1567 valid_0's tweedie: 103.972
[9] valid_0's poisson: -91.5963 valid_0's tweedie: 103.76
[10] valid_0's poisson: -92.0225 valid_0's tweedie: 103.554
[11] valid_0's poisson: -92.438 valid_0's tweedie: 103.354
[12] valid_0's poisson: -92.8394 valid_0's tweedie: 103.161
[13] valid_0's poisson: -93.2307 valid_0's tweedie: 102.972
[14] valid_0's poisson: -93.6116 valid_0's tweedie: 102.789
[15] valid_0's poisson: -93.9814 valid_0's tweedie: 102.611
[16] valid_0's poisson: -94.3439 valid_0's tweedie: 102.437
[17] valid_0's poisson: -94.6964 valid_0's tweedie: 102.267
[18] valid_0's poisson: -95.0387 valid_0's tweedie: 102.102
[19] valid_0's poisson: -95.3736 valid_0's tweedie: 101.941
[20] valid_0's poisson: -95.6969 valid_0's tweedie: 101.785
[21] valid_0's poisson: -96.013 valid_0's tweedie: 101.633
[22] valid_0's poisson: -96.317 valid_0's tweedie: 101.487
[23] valid_0's poisson: -96.6168 valid_0's tweedie: 101.342
[24] valid_0's poisson: -96.9084 valid_0's tweedie: 101.201
[25] valid_0's poisson: -97.1915 valid_0's tweedie: 101.065
[26] valid_0's poisson: -97.467 valid_0's tweedie: 100.932
[27] valid_0's poisson: -97.7355 valid_0's tweedie: 100.802
[28] valid_0's poisson: -97.9964 valid_0's tweedie: 100.675
[29] valid_0's poisson: -98.2514 valid_0's tweedie: 100.552
[30] valid_0's poisson: -98.4979 valid_0's tweedie: 100.432
[31] valid_0's poisson: -98.7373 valid_0's tweedie: 100.316
[32] valid_0's poisson: -98.973 valid_0's tweedie: 100.202
[33] valid_0's poisson: -99.1996 valid_0's tweedie: 100.091
[34] valid_0's poisson: -99.4208 valid_0's tweedie: 99.9835
[35] valid_0's poisson: -99.6384 valid_0's tweedie: 99.8775
[36] valid_0's poisson: -99.8429 valid_0's tweedie: 99.7775
[37] valid_0's poisson: -100.048 valid_0's tweedie: 99.677
[38] valid_0's poisson: -100.243 valid_0's tweedie: 99.5818
[39] valid_0's poisson: -100.434 valid_0's tweedie: 99.4877
[40] valid_0's poisson: -100.617 valid_0's tweedie: 99.3975
[41] valid_0's poisson: -100.803 valid_0's tweedie: 99.3064
[42] valid_0's poisson: -100.977 valid_0's tweedie: 99.2204
[43] valid_0's poisson: -101.153 valid_0's tweedie: 99.1336
[44] valid_0's poisson: -101.319 valid_0's tweedie: 99.0518
[45] valid_0's poisson: -101.482 valid_0's tweedie: 98.9708
[46] valid_0's poisson: -101.638 valid_0's tweedie: 98.8931
[47] valid_0's poisson: -101.797 valid_0's tweedie: 98.8145
[48] valid_0's poisson: -101.946 valid_0's tweedie: 98.74
[49] valid_0's poisson: -102.096 valid_0's tweedie: 98.6653
[50] valid_0's poisson: -102.242 valid_0's tweedie: 98.5926
[51] valid_0's poisson: -102.383 valid_0's tweedie: 98.522
[52] valid_0's poisson: -102.523 valid_0's tweedie: 98.452
[53] valid_0's poisson: -102.653 valid_0's tweedie: 98.3864
[54] valid_0's poisson: -102.783 valid_0's tweedie: 98.3211
[55] valid_0's poisson: -102.912 valid_0's tweedie: 98.2561
[56] valid_0's poisson: -103.039 valid_0's tweedie: 98.1924
[57] valid_0's poisson: -103.162 valid_0's tweedie: 98.13
[58] valid_0's poisson: -103.283 valid_0's tweedie: 98.0693
[59] valid_0's poisson: -103.397 valid_0's tweedie: 98.0113
[60] valid_0's poisson: -103.511 valid_0's tweedie: 97.9536
[61] valid_0's poisson: -103.623 valid_0's tweedie: 97.8971
[62] valid_0's poisson: -103.731 valid_0's tweedie: 97.842
[63] valid_0's poisson: -103.837 valid_0's tweedie: 97.7881
[64] valid_0's poisson: -103.939 valid_0's tweedie: 97.7361
[65] valid_0's poisson: -104.04 valid_0's tweedie: 97.6841
[66] valid_0's poisson: -104.14 valid_0's tweedie: 97.6333
[67] valid_0's poisson: -104.237 valid_0's tweedie: 97.5832
[68] valid_0's poisson: -104.33 valid_0's tweedie: 97.5356
[69] valid_0's poisson: -104.421 valid_0's tweedie: 97.4885
[70] valid_0's poisson: -104.51 valid_0's tweedie: 97.4426
[71] valid_0's poisson: -104.6 valid_0's tweedie: 97.3964
[72] valid_0's poisson: -104.686 valid_0's tweedie: 97.3516
[73] valid_0's poisson: -104.77 valid_0's tweedie: 97.3082
[74] valid_0's poisson: -104.855 valid_0's tweedie: 97.2643
[75] valid_0's poisson: -104.937 valid_0's tweedie: 97.2219
[76] valid_0's poisson: -105.015 valid_0's tweedie: 97.1809
[77] valid_0's poisson: -105.09 valid_0's tweedie: 97.1418
[78] valid_0's poisson: -105.167 valid_0's tweedie: 97.1019
[79] valid_0's poisson: -105.245 valid_0's tweedie: 97.061
[80] valid_0's poisson: -105.329 valid_0's tweedie: 97.018
[81] valid_0's poisson: -105.399 valid_0's tweedie: 96.9808
[82] valid_0's poisson: -105.468 valid_0's tweedie: 96.944
[83] valid_0's poisson: -105.546 valid_0's tweedie: 96.9037
[84] valid_0's poisson: -105.611 valid_0's tweedie: 96.8693
[85] valid_0's poisson: -105.676 valid_0's tweedie: 96.8352
[86] valid_0's poisson: -105.747 valid_0's tweedie: 96.7982
[87] valid_0's poisson: -105.818 valid_0's tweedie: 96.7612
[88] valid_0's poisson: -105.875 valid_0's tweedie: 96.731
[89] valid_0's poisson: -105.942 valid_0's tweedie: 96.6955
[90] valid_0's poisson: -106 valid_0's tweedie: 96.6645
[91] valid_0's poisson: -106.056 valid_0's tweedie: 96.6349
[92] valid_0's poisson: -106.118 valid_0's tweedie: 96.6025
[93] valid_0's poisson: -106.18 valid_0's tweedie: 96.5698
[94] valid_0's poisson: -106.232 valid_0's tweedie: 96.5418
[95] valid_0's poisson: -106.282 valid_0's tweedie: 96.5148
[96] valid_0's poisson: -106.34 valid_0's tweedie: 96.484
[97] valid_0's poisson: -106.391 valid_0's tweedie: 96.4572
[98] valid_0's poisson: -106.445 valid_0's tweedie: 96.4284
[99] valid_0's poisson: -106.499 valid_0's tweedie: 96.3997
[100] valid_0's poisson: -106.545 valid_0's tweedie: 96.3748
[CV] END bagging_fraction=0.6, lambda_l1=10, lambda_l2=0, learning_rate=0.015625, max_depth=5, tweedie_variance_power=1.2000000000000002; total time= 0.1s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -88.6436 valid_0's tweedie: 34.45
[2] valid_0's poisson: -89.9562 valid_0's tweedie: 34.1308
[3] valid_0's poisson: -91.1259 valid_0's tweedie: 33.8424
[4] valid_0's poisson: -92.1731 valid_0's tweedie: 33.5796
[5] valid_0's poisson: -93.1071 valid_0's tweedie: 33.3456
[6] valid_0's poisson: -93.9716 valid_0's tweedie: 33.1228
[7] valid_0's poisson: -94.742 valid_0's tweedie: 32.9224
[8] valid_0's poisson: -95.4656 valid_0's tweedie: 32.7374
[9] valid_0's poisson: -96.1025 valid_0's tweedie: 32.5669
[10] valid_0's poisson: -96.7048 valid_0's tweedie: 32.4114
[11] valid_0's poisson: -97.2475 valid_0's tweedie: 32.2657
[12] valid_0's poisson: -97.75 valid_0's tweedie: 32.1352
[13] valid_0's poisson: -98.2683 valid_0's tweedie: 32.0041
[14] valid_0's poisson: -98.6818 valid_0's tweedie: 31.8905
[15] valid_0's poisson: -99.1394 valid_0's tweedie: 31.7808
[16] valid_0's poisson: -99.5211 valid_0's tweedie: 31.6783
[17] valid_0's poisson: -99.9233 valid_0's tweedie: 31.5739
[18] valid_0's poisson: -100.317 valid_0's tweedie: 31.478
[19] valid_0's poisson: -100.674 valid_0's tweedie: 31.3923
[20] valid_0's poisson: -101.016 valid_0's tweedie: 31.3031
[21] valid_0's poisson: -101.338 valid_0's tweedie: 31.2253
[22] valid_0's poisson: -101.598 valid_0's tweedie: 31.1569
[23] valid_0's poisson: -101.885 valid_0's tweedie: 31.0886
[24] valid_0's poisson: -102.162 valid_0's tweedie: 31.0168
[25] valid_0's poisson: -102.388 valid_0's tweedie: 30.953
[26] valid_0's poisson: -102.627 valid_0's tweedie: 30.8907
[27] valid_0's poisson: -102.821 valid_0's tweedie: 30.835
[28] valid_0's poisson: -103.046 valid_0's tweedie: 30.7806
[29] valid_0's poisson: -103.256 valid_0's tweedie: 30.7259
[30] valid_0's poisson: -103.451 valid_0's tweedie: 30.6788
[31] valid_0's poisson: -103.633 valid_0's tweedie: 30.6312
[32] valid_0's poisson: -103.819 valid_0's tweedie: 30.5844
[33] valid_0's poisson: -103.996 valid_0's tweedie: 30.5387
[34] valid_0's poisson: -104.164 valid_0's tweedie: 30.4995
[35] valid_0's poisson: -104.311 valid_0's tweedie: 30.4631
[36] valid_0's poisson: -104.434 valid_0's tweedie: 30.424
[37] valid_0's poisson: -104.576 valid_0's tweedie: 30.3881
[38] valid_0's poisson: -104.71 valid_0's tweedie: 30.3533
[39] valid_0's poisson: -104.848 valid_0's tweedie: 30.3187
[40] valid_0's poisson: -104.977 valid_0's tweedie: 30.2886
[41] valid_0's poisson: -105.093 valid_0's tweedie: 30.2581
[42] valid_0's poisson: -105.205 valid_0's tweedie: 30.2295
[43] valid_0's poisson: -105.32 valid_0's tweedie: 30.2006
[44] valid_0's poisson: -105.425 valid_0's tweedie: 30.1754
[45] valid_0's poisson: -105.526 valid_0's tweedie: 30.1502
[46] valid_0's poisson: -105.62 valid_0's tweedie: 30.1264
[47] valid_0's poisson: -105.718 valid_0's tweedie: 30.1016
[48] valid_0's poisson: -105.805 valid_0's tweedie: 30.0821
[49] valid_0's poisson: -105.881 valid_0's tweedie: 30.063
[50] valid_0's poisson: -105.955 valid_0's tweedie: 30.0397
[51] valid_0's poisson: -106.031 valid_0's tweedie: 30.0196
[52] valid_0's poisson: -106.116 valid_0's tweedie: 29.9988
[53] valid_0's poisson: -106.19 valid_0's tweedie: 29.9803
[54] valid_0's poisson: -106.259 valid_0's tweedie: 29.9633
[55] valid_0's poisson: -106.32 valid_0's tweedie: 29.9463
[56] valid_0's poisson: -106.389 valid_0's tweedie: 29.9291
[57] valid_0's poisson: -106.446 valid_0's tweedie: 29.9154
[58] valid_0's poisson: -106.495 valid_0's tweedie: 29.9008
[59] valid_0's poisson: -106.548 valid_0's tweedie: 29.8875
[60] valid_0's poisson: -106.616 valid_0's tweedie: 29.8728
[61] valid_0's poisson: -106.674 valid_0's tweedie: 29.8591
[62] valid_0's poisson: -106.716 valid_0's tweedie: 29.8483
[63] valid_0's poisson: -106.773 valid_0's tweedie: 29.8352
[64] valid_0's poisson: -106.814 valid_0's tweedie: 29.8244
[65] valid_0's poisson: -106.851 valid_0's tweedie: 29.8133
[66] valid_0's poisson: -106.899 valid_0's tweedie: 29.8022
[67] valid_0's poisson: -106.952 valid_0's tweedie: 29.7902
[68] valid_0's poisson: -106.998 valid_0's tweedie: 29.779
[69] valid_0's poisson: -107.032 valid_0's tweedie: 29.7703
[70] valid_0's poisson: -107.074 valid_0's tweedie: 29.7601
[71] valid_0's poisson: -107.108 valid_0's tweedie: 29.7517
[72] valid_0's poisson: -107.141 valid_0's tweedie: 29.7429
[73] valid_0's poisson: -107.179 valid_0's tweedie: 29.7338
[74] valid_0's poisson: -107.207 valid_0's tweedie: 29.7263
[75] valid_0's poisson: -107.239 valid_0's tweedie: 29.7183
[76] valid_0's poisson: -107.275 valid_0's tweedie: 29.7058
[77] valid_0's poisson: -107.31 valid_0's tweedie: 29.6973
[78] valid_0's poisson: -107.338 valid_0's tweedie: 29.6904
[79] valid_0's poisson: -107.367 valid_0's tweedie: 29.683
[80] valid_0's poisson: -107.394 valid_0's tweedie: 29.676
[81] valid_0's poisson: -107.424 valid_0's tweedie: 29.6688
[82] valid_0's poisson: -107.442 valid_0's tweedie: 29.6635
[83] valid_0's poisson: -107.466 valid_0's tweedie: 29.6572
[84] valid_0's poisson: -107.501 valid_0's tweedie: 29.6499
[85] valid_0's poisson: -107.525 valid_0's tweedie: 29.644
[86] valid_0's poisson: -107.543 valid_0's tweedie: 29.6383
[87] valid_0's poisson: -107.561 valid_0's tweedie: 29.6335
[88] valid_0's poisson: -107.589 valid_0's tweedie: 29.6268
[89] valid_0's poisson: -107.606 valid_0's tweedie: 29.6225
[90] valid_0's poisson: -107.62 valid_0's tweedie: 29.6176
[91] valid_0's poisson: -107.643 valid_0's tweedie: 29.6122
[92] valid_0's poisson: -107.659 valid_0's tweedie: 29.6047
[93] valid_0's poisson: -107.678 valid_0's tweedie: 29.6002
[94] valid_0's poisson: -107.695 valid_0's tweedie: 29.5962
[95] valid_0's poisson: -107.714 valid_0's tweedie: 29.5916
[96] valid_0's poisson: -107.726 valid_0's tweedie: 29.5871
[97] valid_0's poisson: -107.746 valid_0's tweedie: 29.5825
[98] valid_0's poisson: -107.773 valid_0's tweedie: 29.5773
[99] valid_0's poisson: -107.787 valid_0's tweedie: 29.5723
[100] valid_0's poisson: -107.798 valid_0's tweedie: 29.5684
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -88.6591 valid_0's tweedie: 34.4463
[2] valid_0's poisson: -89.978 valid_0's tweedie: 34.1249
[3] valid_0's poisson: -91.1533 valid_0's tweedie: 33.8349
[4] valid_0's poisson: -92.2118 valid_0's tweedie: 33.5699
[5] valid_0's poisson: -93.1459 valid_0's tweedie: 33.3327
[6] valid_0's poisson: -94.0191 valid_0's tweedie: 33.1123
[7] valid_0's poisson: -94.7906 valid_0's tweedie: 32.9107
[8] valid_0's poisson: -95.4899 valid_0's tweedie: 32.7305
[9] valid_0's poisson: -96.1504 valid_0's tweedie: 32.5574
[10] valid_0's poisson: -96.7226 valid_0's tweedie: 32.4021
[11] valid_0's poisson: -97.2921 valid_0's tweedie: 32.255
[12] valid_0's poisson: -97.7768 valid_0's tweedie: 32.1233
[13] valid_0's poisson: -98.2728 valid_0's tweedie: 31.9957
[14] valid_0's poisson: -98.7546 valid_0's tweedie: 31.8742
[15] valid_0's poisson: -99.2093 valid_0's tweedie: 31.7653
[16] valid_0's poisson: -99.6554 valid_0's tweedie: 31.65
[17] valid_0's poisson: -100.058 valid_0's tweedie: 31.5526
[18] valid_0's poisson: -100.379 valid_0's tweedie: 31.4674
[19] valid_0's poisson: -100.726 valid_0's tweedie: 31.3839
[20] valid_0's poisson: -101.088 valid_0's tweedie: 31.2905
[21] valid_0's poisson: -101.414 valid_0's tweedie: 31.2069
[22] valid_0's poisson: -101.656 valid_0's tweedie: 31.1354
[23] valid_0's poisson: -101.949 valid_0's tweedie: 31.0597
[24] valid_0's poisson: -102.24 valid_0's tweedie: 30.9939
[25] valid_0's poisson: -102.487 valid_0's tweedie: 30.9295
[26] valid_0's poisson: -102.697 valid_0's tweedie: 30.8701
[27] valid_0's poisson: -102.939 valid_0's tweedie: 30.8058
[28] valid_0's poisson: -103.16 valid_0's tweedie: 30.7492
[29] valid_0's poisson: -103.401 valid_0's tweedie: 30.6949
[30] valid_0's poisson: -103.591 valid_0's tweedie: 30.6478
[31] valid_0's poisson: -103.783 valid_0's tweedie: 30.5978
[32] valid_0's poisson: -103.955 valid_0's tweedie: 30.556
[33] valid_0's poisson: -104.119 valid_0's tweedie: 30.5142
[34] valid_0's poisson: -104.263 valid_0's tweedie: 30.472
[35] valid_0's poisson: -104.423 valid_0's tweedie: 30.4313
[36] valid_0's poisson: -104.576 valid_0's tweedie: 30.3929
[37] valid_0's poisson: -104.714 valid_0's tweedie: 30.3576
[38] valid_0's poisson: -104.849 valid_0's tweedie: 30.3239
[39] valid_0's poisson: -104.984 valid_0's tweedie: 30.2905
[40] valid_0's poisson: -105.098 valid_0's tweedie: 30.2629
[41] valid_0's poisson: -105.215 valid_0's tweedie: 30.2329
[42] valid_0's poisson: -105.315 valid_0's tweedie: 30.2024
[43] valid_0's poisson: -105.427 valid_0's tweedie: 30.1742
[44] valid_0's poisson: -105.524 valid_0's tweedie: 30.1509
[45] valid_0's poisson: -105.621 valid_0's tweedie: 30.1259
[46] valid_0's poisson: -105.72 valid_0's tweedie: 30.1014
[47] valid_0's poisson: -105.802 valid_0's tweedie: 30.0807
[48] valid_0's poisson: -105.901 valid_0's tweedie: 30.0557
[49] valid_0's poisson: -105.983 valid_0's tweedie: 30.0353
[50] valid_0's poisson: -106.061 valid_0's tweedie: 30.0168
[51] valid_0's poisson: -106.13 valid_0's tweedie: 29.9976
[52] valid_0's poisson: -106.208 valid_0's tweedie: 29.9783
[53] valid_0's poisson: -106.272 valid_0's tweedie: 29.9619
[54] valid_0's poisson: -106.344 valid_0's tweedie: 29.944
[55] valid_0's poisson: -106.402 valid_0's tweedie: 29.928
[56] valid_0's poisson: -106.461 valid_0's tweedie: 29.9138
[57] valid_0's poisson: -106.524 valid_0's tweedie: 29.8986
[58] valid_0's poisson: -106.572 valid_0's tweedie: 29.8863
[59] valid_0's poisson: -106.636 valid_0's tweedie: 29.8714
[60] valid_0's poisson: -106.691 valid_0's tweedie: 29.8579
[61] valid_0's poisson: -106.737 valid_0's tweedie: 29.8461
[62] valid_0's poisson: -106.788 valid_0's tweedie: 29.8292
[63] valid_0's poisson: -106.829 valid_0's tweedie: 29.8169
[64] valid_0's poisson: -106.888 valid_0's tweedie: 29.8043
[65] valid_0's poisson: -106.934 valid_0's tweedie: 29.7891
[66] valid_0's poisson: -106.974 valid_0's tweedie: 29.7784
[67] valid_0's poisson: -107.017 valid_0's tweedie: 29.7675
[68] valid_0's poisson: -107.06 valid_0's tweedie: 29.7571
[69] valid_0's poisson: -107.095 valid_0's tweedie: 29.7485
[70] valid_0's poisson: -107.13 valid_0's tweedie: 29.7398
[71] valid_0's poisson: -107.172 valid_0's tweedie: 29.7299
[72] valid_0's poisson: -107.207 valid_0's tweedie: 29.7208
[73] valid_0's poisson: -107.232 valid_0's tweedie: 29.7143
[74] valid_0's poisson: -107.28 valid_0's tweedie: 29.7026
[75] valid_0's poisson: -107.313 valid_0's tweedie: 29.691
[76] valid_0's poisson: -107.344 valid_0's tweedie: 29.6834
[77] valid_0's poisson: -107.368 valid_0's tweedie: 29.6759
[78] valid_0's poisson: -107.395 valid_0's tweedie: 29.6691
[79] valid_0's poisson: -107.424 valid_0's tweedie: 29.6621
[80] valid_0's poisson: -107.45 valid_0's tweedie: 29.6552
[81] valid_0's poisson: -107.482 valid_0's tweedie: 29.6473
[82] valid_0's poisson: -107.502 valid_0's tweedie: 29.6419
[83] valid_0's poisson: -107.526 valid_0's tweedie: 29.6357
[84] valid_0's poisson: -107.547 valid_0's tweedie: 29.6302
[85] valid_0's poisson: -107.564 valid_0's tweedie: 29.6245
[86] valid_0's poisson: -107.592 valid_0's tweedie: 29.6179
[87] valid_0's poisson: -107.618 valid_0's tweedie: 29.6122
[88] valid_0's poisson: -107.64 valid_0's tweedie: 29.6066
[89] valid_0's poisson: -107.66 valid_0's tweedie: 29.6015
[90] valid_0's poisson: -107.68 valid_0's tweedie: 29.5969
[91] valid_0's poisson: -107.695 valid_0's tweedie: 29.5933
[92] valid_0's poisson: -107.71 valid_0's tweedie: 29.5893
[93] valid_0's poisson: -107.73 valid_0's tweedie: 29.5833
[94] valid_0's poisson: -107.742 valid_0's tweedie: 29.579
[95] valid_0's poisson: -107.758 valid_0's tweedie: 29.5752
[96] valid_0's poisson: -107.786 valid_0's tweedie: 29.5696
[97] valid_0's poisson: -107.795 valid_0's tweedie: 29.5667
[98] valid_0's poisson: -107.821 valid_0's tweedie: 29.5598
[99] valid_0's poisson: -107.832 valid_0's tweedie: 29.5561
[100] valid_0's poisson: -107.841 valid_0's tweedie: 29.5524
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -88.639 valid_0's tweedie: 34.4516
[2] valid_0's poisson: -89.9605 valid_0's tweedie: 34.1304
[3] valid_0's poisson: -91.1304 valid_0's tweedie: 33.8423
[4] valid_0's poisson: -92.179 valid_0's tweedie: 33.5799
[5] valid_0's poisson: -93.1098 valid_0's tweedie: 33.344
[6] valid_0's poisson: -93.9545 valid_0's tweedie: 33.1299
[7] valid_0's poisson: -94.7381 valid_0's tweedie: 32.9311
[8] valid_0's poisson: -95.4599 valid_0's tweedie: 32.7414
[9] valid_0's poisson: -96.1108 valid_0's tweedie: 32.5743
[10] valid_0's poisson: -96.7184 valid_0's tweedie: 32.4133
[11] valid_0's poisson: -97.2599 valid_0's tweedie: 32.273
[12] valid_0's poisson: -97.7615 valid_0's tweedie: 32.136
[13] valid_0's poisson: -98.2859 valid_0's tweedie: 32.0038
[14] valid_0's poisson: -98.7781 valid_0's tweedie: 31.8767
[15] valid_0's poisson: -99.2555 valid_0's tweedie: 31.7628
[16] valid_0's poisson: -99.6224 valid_0's tweedie: 31.6591
[17] valid_0's poisson: -100.023 valid_0's tweedie: 31.5551
[18] valid_0's poisson: -100.415 valid_0's tweedie: 31.4617
[19] valid_0's poisson: -100.712 valid_0's tweedie: 31.3759
[20] valid_0's poisson: -101.073 valid_0's tweedie: 31.2934
[21] valid_0's poisson: -101.394 valid_0's tweedie: 31.21
[22] valid_0's poisson: -101.714 valid_0's tweedie: 31.132
[23] valid_0's poisson: -101.953 valid_0's tweedie: 31.0676
[24] valid_0's poisson: -102.231 valid_0's tweedie: 30.996
[25] valid_0's poisson: -102.49 valid_0's tweedie: 30.9332
[26] valid_0's poisson: -102.704 valid_0's tweedie: 30.8728
[27] valid_0's poisson: -102.935 valid_0's tweedie: 30.8129
[28] valid_0's poisson: -103.156 valid_0's tweedie: 30.7591
[29] valid_0's poisson: -103.37 valid_0's tweedie: 30.7103
[30] valid_0's poisson: -103.567 valid_0's tweedie: 30.6592
[31] valid_0's poisson: -103.76 valid_0's tweedie: 30.609
[32] valid_0's poisson: -103.942 valid_0's tweedie: 30.563
[33] valid_0's poisson: -104.117 valid_0's tweedie: 30.5181
[34] valid_0's poisson: -104.269 valid_0's tweedie: 30.4809
[35] valid_0's poisson: -104.423 valid_0's tweedie: 30.442
[36] valid_0's poisson: -104.552 valid_0's tweedie: 30.4038
[37] valid_0's poisson: -104.698 valid_0's tweedie: 30.3671
[38] valid_0's poisson: -104.839 valid_0's tweedie: 30.3324
[39] valid_0's poisson: -104.966 valid_0's tweedie: 30.3004
[40] valid_0's poisson: -105.077 valid_0's tweedie: 30.2729
[41] valid_0's poisson: -105.199 valid_0's tweedie: 30.2419
[42] valid_0's poisson: -105.315 valid_0's tweedie: 30.212
[43] valid_0's poisson: -105.424 valid_0's tweedie: 30.1844
[44] valid_0's poisson: -105.524 valid_0's tweedie: 30.1602
[45] valid_0's poisson: -105.626 valid_0's tweedie: 30.1339
[46] valid_0's poisson: -105.721 valid_0's tweedie: 30.1102
[47] valid_0's poisson: -105.802 valid_0's tweedie: 30.0895
[48] valid_0's poisson: -105.889 valid_0's tweedie: 30.0668
[49] valid_0's poisson: -105.966 valid_0's tweedie: 30.0426
[50] valid_0's poisson: -106.044 valid_0's tweedie: 30.0241
[51] valid_0's poisson: -106.119 valid_0's tweedie: 30.0053
[52] valid_0's poisson: -106.181 valid_0's tweedie: 29.9894
[53] valid_0's poisson: -106.249 valid_0's tweedie: 29.9713
[54] valid_0's poisson: -106.327 valid_0's tweedie: 29.9512
[55] valid_0's poisson: -106.392 valid_0's tweedie: 29.9358
[56] valid_0's poisson: -106.45 valid_0's tweedie: 29.9172
[57] valid_0's poisson: -106.503 valid_0's tweedie: 29.9022
[58] valid_0's poisson: -106.562 valid_0's tweedie: 29.8876
[59] valid_0's poisson: -106.62 valid_0's tweedie: 29.8731
[60] valid_0's poisson: -106.67 valid_0's tweedie: 29.8598
[61] valid_0's poisson: -106.735 valid_0's tweedie: 29.8454
[62] valid_0's poisson: -106.784 valid_0's tweedie: 29.8332
[63] valid_0's poisson: -106.836 valid_0's tweedie: 29.8208
[64] valid_0's poisson: -106.889 valid_0's tweedie: 29.8085
[65] valid_0's poisson: -106.926 valid_0's tweedie: 29.7988
[66] valid_0's poisson: -106.96 valid_0's tweedie: 29.7886
[67] valid_0's poisson: -107.005 valid_0's tweedie: 29.7783
[68] valid_0's poisson: -107.044 valid_0's tweedie: 29.7683
[69] valid_0's poisson: -107.072 valid_0's tweedie: 29.7594
[70] valid_0's poisson: -107.115 valid_0's tweedie: 29.749
[71] valid_0's poisson: -107.152 valid_0's tweedie: 29.7401
[72] valid_0's poisson: -107.185 valid_0's tweedie: 29.7323
[73] valid_0's poisson: -107.217 valid_0's tweedie: 29.7241
[74] valid_0's poisson: -107.252 valid_0's tweedie: 29.7155
[75] valid_0's poisson: -107.276 valid_0's tweedie: 29.7092
[76] valid_0's poisson: -107.306 valid_0's tweedie: 29.7017
[77] valid_0's poisson: -107.336 valid_0's tweedie: 29.6944
[78] valid_0's poisson: -107.355 valid_0's tweedie: 29.688
[79] valid_0's poisson: -107.392 valid_0's tweedie: 29.6795
[80] valid_0's poisson: -107.42 valid_0's tweedie: 29.6731
[81] valid_0's poisson: -107.452 valid_0's tweedie: 29.6655
[82] valid_0's poisson: -107.478 valid_0's tweedie: 29.659
[83] valid_0's poisson: -107.497 valid_0's tweedie: 29.6528
[84] valid_0's poisson: -107.513 valid_0's tweedie: 29.6482
[85] valid_0's poisson: -107.547 valid_0's tweedie: 29.6415
[86] valid_0's poisson: -107.569 valid_0's tweedie: 29.636
[87] valid_0's poisson: -107.586 valid_0's tweedie: 29.6313
[88] valid_0's poisson: -107.606 valid_0's tweedie: 29.6263
[89] valid_0's poisson: -107.628 valid_0's tweedie: 29.6194
[90] valid_0's poisson: -107.643 valid_0's tweedie: 29.6154
[91] valid_0's poisson: -107.659 valid_0's tweedie: 29.6112
[92] valid_0's poisson: -107.684 valid_0's tweedie: 29.602
[93] valid_0's poisson: -107.695 valid_0's tweedie: 29.5981
[94] valid_0's poisson: -107.711 valid_0's tweedie: 29.5936
[95] valid_0's poisson: -107.725 valid_0's tweedie: 29.5886
[96] valid_0's poisson: -107.736 valid_0's tweedie: 29.5848
[97] valid_0's poisson: -107.757 valid_0's tweedie: 29.5796
[98] valid_0's poisson: -107.771 valid_0's tweedie: 29.5732
[99] valid_0's poisson: -107.796 valid_0's tweedie: 29.5682
[100] valid_0's poisson: -107.812 valid_0's tweedie: 29.5648
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -88.6427 valid_0's tweedie: 34.4501
[2] valid_0's poisson: -89.9649 valid_0's tweedie: 34.1286
[3] valid_0's poisson: -91.135 valid_0's tweedie: 33.8392
[4] valid_0's poisson: -92.1789 valid_0's tweedie: 33.5787
[5] valid_0's poisson: -93.1112 valid_0's tweedie: 33.3408
[6] valid_0's poisson: -93.9547 valid_0's tweedie: 33.1268
[7] valid_0's poisson: -94.7363 valid_0's tweedie: 32.9282
[8] valid_0's poisson: -95.4657 valid_0's tweedie: 32.7381
[9] valid_0's poisson: -96.1155 valid_0's tweedie: 32.5711
[10] valid_0's poisson: -96.7144 valid_0's tweedie: 32.4101
[11] valid_0's poisson: -97.278 valid_0's tweedie: 32.2627
[12] valid_0's poisson: -97.7621 valid_0's tweedie: 32.1296
[13] valid_0's poisson: -98.2557 valid_0's tweedie: 32.0029
[14] valid_0's poisson: -98.7528 valid_0's tweedie: 31.8838
[15] valid_0's poisson: -99.1423 valid_0's tweedie: 31.7763
[16] valid_0's poisson: -99.5804 valid_0's tweedie: 31.6632
[17] valid_0's poisson: -99.9899 valid_0's tweedie: 31.5651
[18] valid_0's poisson: -100.323 valid_0's tweedie: 31.4778
[19] valid_0's poisson: -100.68 valid_0's tweedie: 31.3905
[20] valid_0's poisson: -100.993 valid_0's tweedie: 31.3106
[21] valid_0's poisson: -101.334 valid_0's tweedie: 31.2231
[22] valid_0's poisson: -101.641 valid_0's tweedie: 31.1445
[23] valid_0's poisson: -101.923 valid_0's tweedie: 31.0765
[24] valid_0's poisson: -102.168 valid_0's tweedie: 31.008
[25] valid_0's poisson: -102.431 valid_0's tweedie: 30.9478
[26] valid_0's poisson: -102.688 valid_0's tweedie: 30.8814
[27] valid_0's poisson: -102.915 valid_0's tweedie: 30.8252
[28] valid_0's poisson: -103.136 valid_0's tweedie: 30.7693
[29] valid_0's poisson: -103.322 valid_0's tweedie: 30.7159
[30] valid_0's poisson: -103.512 valid_0's tweedie: 30.6698
[31] valid_0's poisson: -103.704 valid_0's tweedie: 30.6198
[32] valid_0's poisson: -103.88 valid_0's tweedie: 30.5761
[33] valid_0's poisson: -104.061 valid_0's tweedie: 30.5306
[34] valid_0's poisson: -104.215 valid_0's tweedie: 30.4896
[35] valid_0's poisson: -104.375 valid_0's tweedie: 30.4486
[36] valid_0's poisson: -104.529 valid_0's tweedie: 30.41
[37] valid_0's poisson: -104.667 valid_0's tweedie: 30.3745
[38] valid_0's poisson: -104.803 valid_0's tweedie: 30.3405
[39] valid_0's poisson: -104.936 valid_0's tweedie: 30.3077
[40] valid_0's poisson: -105.055 valid_0's tweedie: 30.2809
[41] valid_0's poisson: -105.177 valid_0's tweedie: 30.2499
[42] valid_0's poisson: -105.282 valid_0's tweedie: 30.2178
[43] valid_0's poisson: -105.394 valid_0's tweedie: 30.1895
[44] valid_0's poisson: -105.489 valid_0's tweedie: 30.1656
[45] valid_0's poisson: -105.591 valid_0's tweedie: 30.1394
[46] valid_0's poisson: -105.692 valid_0's tweedie: 30.1136
[47] valid_0's poisson: -105.773 valid_0's tweedie: 30.0932
[48] valid_0's poisson: -105.856 valid_0's tweedie: 30.0714
[49] valid_0's poisson: -105.934 valid_0's tweedie: 30.0467
[50] valid_0's poisson: -106.012 valid_0's tweedie: 30.028
[51] valid_0's poisson: -106.096 valid_0's tweedie: 30.0071
[52] valid_0's poisson: -106.164 valid_0's tweedie: 29.9887
[53] valid_0's poisson: -106.231 valid_0's tweedie: 29.9674
[54] valid_0's poisson: -106.303 valid_0's tweedie: 29.9496
[55] valid_0's poisson: -106.37 valid_0's tweedie: 29.9337
[56] valid_0's poisson: -106.426 valid_0's tweedie: 29.9199
[57] valid_0's poisson: -106.482 valid_0's tweedie: 29.9045
[58] valid_0's poisson: -106.555 valid_0's tweedie: 29.887
[59] valid_0's poisson: -106.606 valid_0's tweedie: 29.8741
[60] valid_0's poisson: -106.657 valid_0's tweedie: 29.8573
[61] valid_0's poisson: -106.712 valid_0's tweedie: 29.8434
[62] valid_0's poisson: -106.767 valid_0's tweedie: 29.8299
[63] valid_0's poisson: -106.816 valid_0's tweedie: 29.8174
[64] valid_0's poisson: -106.865 valid_0's tweedie: 29.8051
[65] valid_0's poisson: -106.912 valid_0's tweedie: 29.7935
[66] valid_0's poisson: -106.953 valid_0's tweedie: 29.7831
[67] valid_0's poisson: -107 valid_0's tweedie: 29.7719
[68] valid_0's poisson: -107.037 valid_0's tweedie: 29.7627
[69] valid_0's poisson: -107.069 valid_0's tweedie: 29.7546
[70] valid_0's poisson: -107.11 valid_0's tweedie: 29.7442
[71] valid_0's poisson: -107.147 valid_0's tweedie: 29.7355
[72] valid_0's poisson: -107.184 valid_0's tweedie: 29.7264
[73] valid_0's poisson: -107.223 valid_0's tweedie: 29.7175
[74] valid_0's poisson: -107.251 valid_0's tweedie: 29.709
[75] valid_0's poisson: -107.292 valid_0's tweedie: 29.7
[76] valid_0's poisson: -107.32 valid_0's tweedie: 29.6928
[77] valid_0's poisson: -107.344 valid_0's tweedie: 29.6863
[78] valid_0's poisson: -107.368 valid_0's tweedie: 29.6789
[79] valid_0's poisson: -107.397 valid_0's tweedie: 29.6717
[80] valid_0's poisson: -107.428 valid_0's tweedie: 29.6649
[81] valid_0's poisson: -107.457 valid_0's tweedie: 29.6577
[82] valid_0's poisson: -107.475 valid_0's tweedie: 29.6518
[83] valid_0's poisson: -107.495 valid_0's tweedie: 29.6466
[84] valid_0's poisson: -107.517 valid_0's tweedie: 29.6411
[85] valid_0's poisson: -107.547 valid_0's tweedie: 29.6341
[86] valid_0's poisson: -107.575 valid_0's tweedie: 29.6273
[87] valid_0's poisson: -107.594 valid_0's tweedie: 29.622
[88] valid_0's poisson: -107.614 valid_0's tweedie: 29.6168
[89] valid_0's poisson: -107.645 valid_0's tweedie: 29.6106
[90] valid_0's poisson: -107.659 valid_0's tweedie: 29.606
[91] valid_0's poisson: -107.68 valid_0's tweedie: 29.6015
[92] valid_0's poisson: -107.696 valid_0's tweedie: 29.5974
[93] valid_0's poisson: -107.714 valid_0's tweedie: 29.5928
[94] valid_0's poisson: -107.726 valid_0's tweedie: 29.5873
[95] valid_0's poisson: -107.748 valid_0's tweedie: 29.5818
[96] valid_0's poisson: -107.762 valid_0's tweedie: 29.5767
[97] valid_0's poisson: -107.777 valid_0's tweedie: 29.5734
[98] valid_0's poisson: -107.789 valid_0's tweedie: 29.5699
[99] valid_0's poisson: -107.811 valid_0's tweedie: 29.5649
[100] valid_0's poisson: -107.824 valid_0's tweedie: 29.5603
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0
[1] valid_0's poisson: -88.6386 valid_0's tweedie: 34.4521
[2] valid_0's poisson: -89.955 valid_0's tweedie: 34.1331
[3] valid_0's poisson: -91.1344 valid_0's tweedie: 33.8428
[4] valid_0's poisson: -92.1871 valid_0's tweedie: 33.5792
[5] valid_0's poisson: -93.13 valid_0's tweedie: 33.3409
[6] valid_0's poisson: -94.0071 valid_0's tweedie: 33.1201
[7] valid_0's poisson: -94.7853 valid_0's tweedie: 32.9171
[8] valid_0's poisson: -95.4921 valid_0's tweedie: 32.7355
[9] valid_0's poisson: -96.1446 valid_0's tweedie: 32.5681
[10] valid_0's poisson: -96.7442 valid_0's tweedie: 32.4083
[11] valid_0's poisson: -97.2868 valid_0's tweedie: 32.2678
[12] valid_0's poisson: -97.7969 valid_0's tweedie: 32.1281
[13] valid_0's poisson: -98.3153 valid_0's tweedie: 31.9969
[14] valid_0's poisson: -98.799 valid_0's tweedie: 31.8717
[15] valid_0's poisson: -99.2672 valid_0's tweedie: 31.7597
[16] valid_0's poisson: -99.6348 valid_0's tweedie: 31.6582
[17] valid_0's poisson: -100.03 valid_0's tweedie: 31.5554
[18] valid_0's poisson: -100.424 valid_0's tweedie: 31.4594
[19] valid_0's poisson: -100.779 valid_0's tweedie: 31.3742
[20] valid_0's poisson: -101.073 valid_0's tweedie: 31.297
[21] valid_0's poisson: -101.401 valid_0's tweedie: 31.2139
[22] valid_0's poisson: -101.654 valid_0's tweedie: 31.1403
[23] valid_0's poisson: -101.946 valid_0's tweedie: 31.0646
[24] valid_0's poisson: -102.22 valid_0's tweedie: 30.9974
[25] valid_0's poisson: -102.485 valid_0's tweedie: 30.937
[26] valid_0's poisson: -102.701 valid_0's tweedie: 30.8758
[27] valid_0's poisson: -102.926 valid_0's tweedie: 30.8171
[28] valid_0's poisson: -103.146 valid_0's tweedie: 30.7597
[29] valid_0's poisson: -103.355 valid_0's tweedie: 30.7088
[30] valid_0's poisson: -103.56 valid_0's tweedie: 30.6571
[31] valid_0's poisson: -103.754 valid_0's tweedie: 30.6073
[32] valid_0's poisson: -103.908 valid_0's tweedie: 30.5626
[33] valid_0's poisson: -104.106 valid_0's tweedie: 30.5183
[34] valid_0's poisson: -104.26 valid_0's tweedie: 30.48
[35] valid_0's poisson: -104.414 valid_0's tweedie: 30.4398
[36] valid_0's poisson: -104.556 valid_0's tweedie: 30.4041
[37] valid_0's poisson: -104.671 valid_0's tweedie: 30.3669
[38] valid_0's poisson: -104.81 valid_0's tweedie: 30.3318
[39] valid_0's poisson: -104.95 valid_0's tweedie: 30.2968
[40] valid_0's poisson: -105.076 valid_0's tweedie: 30.2648
[41] valid_0's poisson: -105.184 valid_0's tweedie: 30.236
[42] valid_0's poisson: -105.297 valid_0's tweedie: 30.2079
[43] valid_0's poisson: -105.399 valid_0's tweedie: 30.1836
[44] valid_0's poisson: -105.506 valid_0's tweedie: 30.1561
[45] valid_0's poisson: -105.604 valid_0's tweedie: 30.1315
[46] valid_0's poisson: -105.688 valid_0's tweedie: 30.1106
[47] valid_0's poisson: -105.785 valid_0's tweedie: 30.0858
[48] valid_0's poisson: -105.874 valid_0's tweedie: 30.0635
[49] valid_0's poisson: -105.956 valid_0's tweedie: 30.0413
[50] valid_0's poisson: -106.03 valid_0's tweedie: 30.0183
[51] valid_0's poisson: -106.105 valid_0's tweedie: 30.0012
[52] valid_0's poisson: -106.174 valid_0's tweedie: 29.9839
[53] valid_0's poisson: -106.238 valid_0's tweedie: 29.9636
[54] valid_0's poisson: -106.31 valid_0's tweedie: 29.9454
[55] valid_0's poisson: -106.375 valid_0's tweedie: 29.928
[56] valid_0's poisson: -106.434 valid_0's tweedie: 29.9136
[57] valid_0's poisson: -106.496 valid_0's tweedie: 29.8978
[58] valid_0's poisson: -106.561 valid_0's tweedie: 29.8821
[59] valid_0's poisson: -106.608 valid_0's tweedie: 29.8699
[60] valid_0's poisson: -106.668 valid_0's tweedie: 29.8557
[61] valid_0's poisson: -106.716 valid_0's tweedie: 29.8433
[62] valid_0's poisson: -106.774 valid_0's tweedie: 29.8302
[63] valid_0's poisson: -106.816 valid_0's tweedie: 29.8175
[64] valid_0's poisson: -106.865 valid_0's tweedie: 29.8059
[65] valid_0's poisson: -106.916 valid_0's tweedie: 29.7936
[66] valid_0's poisson: -106.951 valid_0's tweedie: 29.7827
[67] valid_0's poisson: -106.985 valid_0's tweedie: 29.7737
[68] valid_0's poisson: -107.044 valid_0's tweedie: 29.7595
[69] valid_0's poisson: -107.086 valid_0's tweedie: 29.7493
[70] valid_0's poisson: -107.118 valid_0's tweedie: 29.7405
[71] valid_0's poisson: -107.159 valid_0's tweedie: 29.7312
[72] valid_0's poisson: -107.199 valid_0's tweedie: 29.7215
[73] valid_0's poisson: -107.226 valid_0's tweedie: 29.7141
[74] valid_0's poisson: -107.262 valid_0's tweedie: 29.7053
[75] valid_0's poisson: -107.296 valid_0's tweedie: 29.6967
[76] valid_0's poisson: -107.325 valid_0's tweedie: 29.6895
[77] valid_0's poisson: -107.351 valid_0's tweedie: 29.6829
[78] valid_0's poisson: -107.377 valid_0's tweedie: 29.6763
[79] valid_0's poisson: -107.409 valid_0's tweedie: 29.6651
[80] valid_0's poisson: -107.433 valid_0's tweedie: 29.6586
[81] valid_0's poisson: -107.46 valid_0's tweedie: 29.6517
[82] valid_0's poisson: -107.49 valid_0's tweedie: 29.6444
[83] valid_0's poisson: -107.509 valid_0's tweedie: 29.6394
[84] valid_0's poisson: -107.528 valid_0's tweedie: 29.6332
[85] valid_0's poisson: -107.55 valid_0's tweedie: 29.6277
[86] valid_0's poisson: -107.586 valid_0's tweedie: 29.6187
[87] valid_0's poisson: -107.614 valid_0's tweedie: 29.6118
[88] valid_0's poisson: -107.636 valid_0's tweedie: 29.6062
[89] valid_0's poisson: -107.65 valid_0's tweedie: 29.6014
[90] valid_0's poisson: -107.677 valid_0's tweedie: 29.5953
[91] valid_0's poisson: -107.701 valid_0's tweedie: 29.5893
[92] valid_0's poisson: -107.719 valid_0's tweedie: 29.5852
[93] valid_0's poisson: -107.737 valid_0's tweedie: 29.5805
[94] valid_0's poisson: -107.75 valid_0's tweedie: 29.5768
[95] valid_0's poisson: -107.766 valid_0's tweedie: 29.5728
[96] valid_0's poisson: -107.776 valid_0's tweedie: 29.5687
[97] valid_0's poisson: -107.796 valid_0's tweedie: 29.5638
[98] valid_0's poisson: -107.809 valid_0's tweedie: 29.5597
[99] valid_0's poisson: -107.836 valid_0's tweedie: 29.5545
[100] valid_0's poisson: -107.854 valid_0's tweedie: 29.549
[CV] END bagging_fraction=0.8, lambda_l1=10, lambda_l2=0, learning_rate=0.0625, max_depth=2, tweedie_variance_power=1.4; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.6713 valid_0's tweedie: 56.482
[2] valid_0's poisson: -88.1557 valid_0's tweedie: 56.3169
[3] valid_0's poisson: -88.6294 valid_0's tweedie: 56.1554
[4] valid_0's poisson: -89.0916 valid_0's tweedie: 55.998
[5] valid_0's poisson: -89.5431 valid_0's tweedie: 55.8443
[6] valid_0's poisson: -89.9857 valid_0's tweedie: 55.6937
[7] valid_0's poisson: -90.4135 valid_0's tweedie: 55.5482
[8] valid_0's poisson: -90.8339 valid_0's tweedie: 55.4051
[9] valid_0's poisson: -91.2401 valid_0's tweedie: 55.2669
[10] valid_0's poisson: -91.6357 valid_0's tweedie: 55.1322
[11] valid_0's poisson: -92.024 valid_0's tweedie: 55.0001
[12] valid_0's poisson: -92.4 valid_0's tweedie: 54.8721
[13] valid_0's poisson: -92.7653 valid_0's tweedie: 54.7477
[14] valid_0's poisson: -93.1249 valid_0's tweedie: 54.6253
[15] valid_0's poisson: -93.4721 valid_0's tweedie: 54.5069
[16] valid_0's poisson: -93.814 valid_0's tweedie: 54.3904
[17] valid_0's poisson: -94.1454 valid_0's tweedie: 54.2772
[18] valid_0's poisson: -94.47 valid_0's tweedie: 54.1665
[19] valid_0's poisson: -94.7869 valid_0's tweedie: 54.0582
[20] valid_0's poisson: -95.092 valid_0's tweedie: 53.9537
[21] valid_0's poisson: -95.387 valid_0's tweedie: 53.8525
[22] valid_0's poisson: -95.6729 valid_0's tweedie: 53.7541
[23] valid_0's poisson: -95.9577 valid_0's tweedie: 53.6565
[24] valid_0's poisson: -96.229 valid_0's tweedie: 53.563
[25] valid_0's poisson: -96.5008 valid_0's tweedie: 53.4695
[26] valid_0's poisson: -96.758 valid_0's tweedie: 53.3805
[27] valid_0's poisson: -97.0201 valid_0's tweedie: 53.2903
[28] valid_0's poisson: -97.2654 valid_0's tweedie: 53.2052
[29] valid_0's poisson: -97.5107 valid_0's tweedie: 53.1203
[30] valid_0's poisson: -97.742 valid_0's tweedie: 53.04
[31] valid_0's poisson: -97.9773 valid_0's tweedie: 52.9587
[32] valid_0's poisson: -98.2017 valid_0's tweedie: 52.8804
[33] valid_0's poisson: -98.4218 valid_0's tweedie: 52.8037
[34] valid_0's poisson: -98.6339 valid_0's tweedie: 52.7295
[35] valid_0's poisson: -98.8487 valid_0's tweedie: 52.6549
[36] valid_0's poisson: -99.05 valid_0's tweedie: 52.5841
[37] valid_0's poisson: -99.2442 valid_0's tweedie: 52.5157
[38] valid_0's poisson: -99.4388 valid_0's tweedie: 52.4473
[39] valid_0's poisson: -99.6279 valid_0's tweedie: 52.3808
[40] valid_0's poisson: -99.8121 valid_0's tweedie: 52.3159
[41] valid_0's poisson: -99.9895 valid_0's tweedie: 52.253
[42] valid_0's poisson: -100.171 valid_0's tweedie: 52.1896
[43] valid_0's poisson: -100.339 valid_0's tweedie: 52.1295
[44] valid_0's poisson: -100.504 valid_0's tweedie: 52.0711
[45] valid_0's poisson: -100.667 valid_0's tweedie: 52.0134
[46] valid_0's poisson: -100.821 valid_0's tweedie: 51.9582
[47] valid_0's poisson: -100.982 valid_0's tweedie: 51.9013
[48] valid_0's poisson: -101.128 valid_0's tweedie: 51.8486
[49] valid_0's poisson: -101.273 valid_0's tweedie: 51.7967
[50] valid_0's poisson: -101.423 valid_0's tweedie: 51.7436
[51] valid_0's poisson: -101.577 valid_0's tweedie: 51.6892
[52] valid_0's poisson: -101.712 valid_0's tweedie: 51.6403
[53] valid_0's poisson: -101.842 valid_0's tweedie: 51.5932
[54] valid_0's poisson: -101.987 valid_0's tweedie: 51.5418
[55] valid_0's poisson: -102.112 valid_0's tweedie: 51.4964
[56] valid_0's poisson: -102.236 valid_0's tweedie: 51.4515
[57] valid_0's poisson: -102.369 valid_0's tweedie: 51.4038
[58] valid_0's poisson: -102.487 valid_0's tweedie: 51.361
[59] valid_0's poisson: -102.613 valid_0's tweedie: 51.3158
[60] valid_0's poisson: -102.724 valid_0's tweedie: 51.2753
[61] valid_0's poisson: -102.845 valid_0's tweedie: 51.2318
[62] valid_0's poisson: -102.95 valid_0's tweedie: 51.1933
[63] valid_0's poisson: -103.068 valid_0's tweedie: 51.1509
[64] valid_0's poisson: -103.183 valid_0's tweedie: 51.1095
[65] valid_0's poisson: -103.28 valid_0's tweedie: 51.0735
[66] valid_0's poisson: -103.386 valid_0's tweedie: 51.0351
[67] valid_0's poisson: -103.481 valid_0's tweedie: 51.0003
[68] valid_0's poisson: -103.572 valid_0's tweedie: 50.9663
[69] valid_0's poisson: -103.675 valid_0's tweedie: 50.9291
[70] valid_0's poisson: -103.764 valid_0's tweedie: 50.8958
[71] valid_0's poisson: -103.863 valid_0's tweedie: 50.8599
[72] valid_0's poisson: -103.948 valid_0's tweedie: 50.8277
[73] valid_0's poisson: -104.041 valid_0's tweedie: 50.7935
[74] valid_0's poisson: -104.13 valid_0's tweedie: 50.7607
[75] valid_0's poisson: -104.212 valid_0's tweedie: 50.73
[76] valid_0's poisson: -104.288 valid_0's tweedie: 50.7011
[77] valid_0's poisson: -104.373 valid_0's tweedie: 50.6699
[78] valid_0's poisson: -104.451 valid_0's tweedie: 50.6408
[79] valid_0's poisson: -104.534 valid_0's tweedie: 50.6098
[80] valid_0's poisson: -104.605 valid_0's tweedie: 50.5828
[81] valid_0's poisson: -104.684 valid_0's tweedie: 50.554
[82] valid_0's poisson: -104.754 valid_0's tweedie: 50.5275
[83] valid_0's poisson: -104.829 valid_0's tweedie: 50.4991
[84] valid_0's poisson: -104.893 valid_0's tweedie: 50.4744
[85] valid_0's poisson: -104.965 valid_0's tweedie: 50.4477
[86] valid_0's poisson: -105.035 valid_0's tweedie: 50.421
[87] valid_0's poisson: -105.098 valid_0's tweedie: 50.3969
[88] valid_0's poisson: -105.159 valid_0's tweedie: 50.3735
[89] valid_0's poisson: -105.226 valid_0's tweedie: 50.3486
[90] valid_0's poisson: -105.284 valid_0's tweedie: 50.3261
[91] valid_0's poisson: -105.348 valid_0's tweedie: 50.302
[92] valid_0's poisson: -105.41 valid_0's tweedie: 50.2791
[93] valid_0's poisson: -105.465 valid_0's tweedie: 50.2577
[94] valid_0's poisson: -105.523 valid_0's tweedie: 50.2352
[95] valid_0's poisson: -105.578 valid_0's tweedie: 50.2143
[96] valid_0's poisson: -105.634 valid_0's tweedie: 50.1931
[97] valid_0's poisson: -105.684 valid_0's tweedie: 50.1734
[98] valid_0's poisson: -105.74 valid_0's tweedie: 50.1521
[99] valid_0's poisson: -105.789 valid_0's tweedie: 50.1331
[100] valid_0's poisson: -105.842 valid_0's tweedie: 50.1126
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.6751 valid_0's tweedie: 56.4807
[2] valid_0's poisson: -88.1636 valid_0's tweedie: 56.3141
[3] valid_0's poisson: -88.6394 valid_0's tweedie: 56.152
[4] valid_0's poisson: -89.1048 valid_0's tweedie: 55.9935
[5] valid_0's poisson: -89.5569 valid_0's tweedie: 55.8396
[6] valid_0's poisson: -90.0008 valid_0's tweedie: 55.6886
[7] valid_0's poisson: -90.4328 valid_0's tweedie: 55.5416
[8] valid_0's poisson: -90.8542 valid_0's tweedie: 55.3983
[9] valid_0's poisson: -91.2647 valid_0's tweedie: 55.2587
[10] valid_0's poisson: -91.6627 valid_0's tweedie: 55.1233
[11] valid_0's poisson: -92.0522 valid_0's tweedie: 54.9909
[12] valid_0's poisson: -92.4295 valid_0's tweedie: 54.8624
[13] valid_0's poisson: -92.7976 valid_0's tweedie: 54.7369
[14] valid_0's poisson: -93.158 valid_0's tweedie: 54.6143
[15] valid_0's poisson: -93.5066 valid_0's tweedie: 54.4954
[16] valid_0's poisson: -93.8498 valid_0's tweedie: 54.3785
[17] valid_0's poisson: -94.1806 valid_0's tweedie: 54.2656
[18] valid_0's poisson: -94.498 valid_0's tweedie: 54.157
[19] valid_0's poisson: -94.8109 valid_0's tweedie: 54.05
[20] valid_0's poisson: -95.1118 valid_0's tweedie: 53.9468
[21] valid_0's poisson: -95.4108 valid_0's tweedie: 53.8444
[22] valid_0's poisson: -95.7018 valid_0's tweedie: 53.7446
[23] valid_0's poisson: -95.9843 valid_0's tweedie: 53.6475
[24] valid_0's poisson: -96.2582 valid_0's tweedie: 53.5531
[25] valid_0's poisson: -96.5272 valid_0's tweedie: 53.4605
[26] valid_0's poisson: -96.7886 valid_0's tweedie: 53.3704
[27] valid_0's poisson: -97.0474 valid_0's tweedie: 53.2813
[28] valid_0's poisson: -97.2967 valid_0's tweedie: 53.1952
[29] valid_0's poisson: -97.5363 valid_0's tweedie: 53.112
[30] valid_0's poisson: -97.7716 valid_0's tweedie: 53.0306
[31] valid_0's poisson: -98.0057 valid_0's tweedie: 52.9495
[32] valid_0's poisson: -98.2291 valid_0's tweedie: 52.8718
[33] valid_0's poisson: -98.4448 valid_0's tweedie: 52.7965
[34] valid_0's poisson: -98.6604 valid_0's tweedie: 52.7215
[35] valid_0's poisson: -98.8733 valid_0's tweedie: 52.6473
[36] valid_0's poisson: -99.0759 valid_0's tweedie: 52.5765
[37] valid_0's poisson: -99.2771 valid_0's tweedie: 52.5062
[38] valid_0's poisson: -99.4709 valid_0's tweedie: 52.4381
[39] valid_0's poisson: -99.6569 valid_0's tweedie: 52.3725
[40] valid_0's poisson: -99.843 valid_0's tweedie: 52.3072
[41] valid_0's poisson: -100.026 valid_0's tweedie: 52.2427
[42] valid_0's poisson: -100.202 valid_0's tweedie: 52.1805
[43] valid_0's poisson: -100.386 valid_0's tweedie: 52.1161
[44] valid_0's poisson: -100.552 valid_0's tweedie: 52.0572
[45] valid_0's poisson: -100.73 valid_0's tweedie: 51.995
[46] valid_0's poisson: -100.886 valid_0's tweedie: 51.9395
[47] valid_0's poisson: -101.052 valid_0's tweedie: 51.8809
[48] valid_0's poisson: -101.202 valid_0's tweedie: 51.8276
[49] valid_0's poisson: -101.349 valid_0's tweedie: 51.775
[50] valid_0's poisson: -101.504 valid_0's tweedie: 51.7199
[51] valid_0's poisson: -101.643 valid_0's tweedie: 51.67
[52] valid_0's poisson: -101.791 valid_0's tweedie: 51.6175
[53] valid_0's poisson: -101.923 valid_0's tweedie: 51.5701
[54] valid_0's poisson: -102.069 valid_0's tweedie: 51.5186
[55] valid_0's poisson: -102.194 valid_0's tweedie: 51.4729
[56] valid_0's poisson: -102.315 valid_0's tweedie: 51.4288
[57] valid_0's poisson: -102.451 valid_0's tweedie: 51.3805
[58] valid_0's poisson: -102.566 valid_0's tweedie: 51.3385
[59] valid_0's poisson: -102.695 valid_0's tweedie: 51.2922
[60] valid_0's poisson: -102.808 valid_0's tweedie: 51.2508
[61] valid_0's poisson: -102.919 valid_0's tweedie: 51.2104
[62] valid_0's poisson: -103.039 valid_0's tweedie: 51.167
[63] valid_0's poisson: -103.142 valid_0's tweedie: 51.1293
[64] valid_0's poisson: -103.257 valid_0's tweedie: 51.0879
[65] valid_0's poisson: -103.356 valid_0's tweedie: 51.0514
[66] valid_0's poisson: -103.462 valid_0's tweedie: 51.0128
[67] valid_0's poisson: -103.556 valid_0's tweedie: 50.978
[68] valid_0's poisson: -103.66 valid_0's tweedie: 50.9403
[69] valid_0's poisson: -103.749 valid_0's tweedie: 50.9073
[70] valid_0's poisson: -103.849 valid_0's tweedie: 50.8712
[71] valid_0's poisson: -103.933 valid_0's tweedie: 50.8393
[72] valid_0's poisson: -104.03 valid_0's tweedie: 50.8041
[73] valid_0's poisson: -104.111 valid_0's tweedie: 50.7737
[74] valid_0's poisson: -104.202 valid_0's tweedie: 50.7403
[75] valid_0's poisson: -104.283 valid_0's tweedie: 50.7098
[76] valid_0's poisson: -104.36 valid_0's tweedie: 50.6807
[77] valid_0's poisson: -104.446 valid_0's tweedie: 50.6489
[78] valid_0's poisson: -104.52 valid_0's tweedie: 50.621
[79] valid_0's poisson: -104.602 valid_0's tweedie: 50.5909
[80] valid_0's poisson: -104.672 valid_0's tweedie: 50.564
[81] valid_0's poisson: -104.751 valid_0's tweedie: 50.5347
[82] valid_0's poisson: -104.827 valid_0's tweedie: 50.5058
[83] valid_0's poisson: -104.894 valid_0's tweedie: 50.4804
[84] valid_0's poisson: -104.967 valid_0's tweedie: 50.4528
[85] valid_0's poisson: -105.029 valid_0's tweedie: 50.4293
[86] valid_0's poisson: -105.099 valid_0's tweedie: 50.4031
[87] valid_0's poisson: -105.161 valid_0's tweedie: 50.379
[88] valid_0's poisson: -105.227 valid_0's tweedie: 50.3536
[89] valid_0's poisson: -105.289 valid_0's tweedie: 50.3301
[90] valid_0's poisson: -105.35 valid_0's tweedie: 50.3072
[91] valid_0's poisson: -105.408 valid_0's tweedie: 50.285
[92] valid_0's poisson: -105.463 valid_0's tweedie: 50.2631
[93] valid_0's poisson: -105.523 valid_0's tweedie: 50.2405
[94] valid_0's poisson: -105.58 valid_0's tweedie: 50.2192
[95] valid_0's poisson: -105.635 valid_0's tweedie: 50.198
[96] valid_0's poisson: -105.691 valid_0's tweedie: 50.1763
[97] valid_0's poisson: -105.741 valid_0's tweedie: 50.1569
[98] valid_0's poisson: -105.793 valid_0's tweedie: 50.1372
[99] valid_0's poisson: -105.839 valid_0's tweedie: 50.1189
[100] valid_0's poisson: -105.891 valid_0's tweedie: 50.0995
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.6697 valid_0's tweedie: 56.4827
[2] valid_0's poisson: -88.1581 valid_0's tweedie: 56.3163
[3] valid_0's poisson: -88.634 valid_0's tweedie: 56.1543
[4] valid_0's poisson: -89.0974 valid_0's tweedie: 55.9967
[5] valid_0's poisson: -89.5493 valid_0's tweedie: 55.843
[6] valid_0's poisson: -89.993 valid_0's tweedie: 55.6922
[7] valid_0's poisson: -90.4246 valid_0's tweedie: 55.5455
[8] valid_0's poisson: -90.8454 valid_0's tweedie: 55.4026
[9] valid_0's poisson: -91.2553 valid_0's tweedie: 55.2634
[10] valid_0's poisson: -91.6548 valid_0's tweedie: 55.1277
[11] valid_0's poisson: -92.0455 valid_0's tweedie: 54.995
[12] valid_0's poisson: -92.4227 valid_0's tweedie: 54.8668
[13] valid_0's poisson: -92.7925 valid_0's tweedie: 54.741
[14] valid_0's poisson: -93.1546 valid_0's tweedie: 54.6179
[15] valid_0's poisson: -93.5045 valid_0's tweedie: 54.4987
[16] valid_0's poisson: -93.8457 valid_0's tweedie: 54.3824
[17] valid_0's poisson: -94.1818 valid_0's tweedie: 54.2681
[18] valid_0's poisson: -94.5057 valid_0's tweedie: 54.1576
[19] valid_0's poisson: -94.815 valid_0's tweedie: 54.0518
[20] valid_0's poisson: -95.1229 valid_0's tweedie: 53.9466
[21] valid_0's poisson: -95.4158 valid_0's tweedie: 53.8463
[22] valid_0's poisson: -95.7107 valid_0's tweedie: 53.7455
[23] valid_0's poisson: -95.9874 valid_0's tweedie: 53.6504
[24] valid_0's poisson: -96.2651 valid_0's tweedie: 53.5552
[25] valid_0's poisson: -96.5288 valid_0's tweedie: 53.4643
[26] valid_0's poisson: -96.7984 valid_0's tweedie: 53.3718
[27] valid_0's poisson: -97.05 valid_0's tweedie: 53.2849
[28] valid_0's poisson: -97.3021 valid_0's tweedie: 53.1979
[29] valid_0's poisson: -97.5473 valid_0's tweedie: 53.1133
[30] valid_0's poisson: -97.7799 valid_0's tweedie: 53.0325
[31] valid_0's poisson: -98.0177 valid_0's tweedie: 52.9505
[32] valid_0's poisson: -98.2397 valid_0's tweedie: 52.8731
[33] valid_0's poisson: -98.4613 valid_0's tweedie: 52.796
[34] valid_0's poisson: -98.6787 valid_0's tweedie: 52.7206
[35] valid_0's poisson: -98.8897 valid_0's tweedie: 52.647
[36] valid_0's poisson: -99.09 valid_0's tweedie: 52.5767
[37] valid_0's poisson: -99.2903 valid_0's tweedie: 52.5066
[38] valid_0's poisson: -99.4843 valid_0's tweedie: 52.4387
[39] valid_0's poisson: -99.6741 valid_0's tweedie: 52.3719
[40] valid_0's poisson: -99.8571 valid_0's tweedie: 52.3073
[41] valid_0's poisson: -100.036 valid_0's tweedie: 52.2441
[42] valid_0's poisson: -100.212 valid_0's tweedie: 52.1825
[43] valid_0's poisson: -100.379 valid_0's tweedie: 52.123
[44] valid_0's poisson: -100.546 valid_0's tweedie: 52.0639
[45] valid_0's poisson: -100.71 valid_0's tweedie: 52.0058
[46] valid_0's poisson: -100.879 valid_0's tweedie: 51.9462
[47] valid_0's poisson: -101.033 valid_0's tweedie: 51.8917
[48] valid_0's poisson: -101.197 valid_0's tweedie: 51.8337
[49] valid_0's poisson: -101.345 valid_0's tweedie: 51.7809
[50] valid_0's poisson: -101.501 valid_0's tweedie: 51.7259
[51] valid_0's poisson: -101.643 valid_0's tweedie: 51.6753
[52] valid_0's poisson: -101.779 valid_0's tweedie: 51.6265
[53] valid_0's poisson: -101.925 valid_0's tweedie: 51.5746
[54] valid_0's poisson: -102.057 valid_0's tweedie: 51.5271
[55] valid_0's poisson: -102.184 valid_0's tweedie: 51.4812
[56] valid_0's poisson: -102.31 valid_0's tweedie: 51.4356
[57] valid_0's poisson: -102.431 valid_0's tweedie: 51.392
[58] valid_0's poisson: -102.561 valid_0's tweedie: 51.3455
[59] valid_0's poisson: -102.688 valid_0's tweedie: 51.3002
[60] valid_0's poisson: -102.8 valid_0's tweedie: 51.2594
[61] valid_0's poisson: -102.912 valid_0's tweedie: 51.2186
[62] valid_0's poisson: -103.03 valid_0's tweedie: 51.1761
[63] valid_0's poisson: -103.135 valid_0's tweedie: 51.1377
[64] valid_0's poisson: -103.241 valid_0's tweedie: 51.0992
[65] valid_0's poisson: -103.35 valid_0's tweedie: 51.0595
[66] valid_0's poisson: -103.448 valid_0's tweedie: 51.0236
[67] valid_0's poisson: -103.555 valid_0's tweedie: 50.985
[68] valid_0's poisson: -103.651 valid_0's tweedie: 50.9497
[69] valid_0's poisson: -103.749 valid_0's tweedie: 50.9137
[70] valid_0's poisson: -103.837 valid_0's tweedie: 50.881
[71] valid_0's poisson: -103.935 valid_0's tweedie: 50.8457
[72] valid_0's poisson: -104.02 valid_0's tweedie: 50.8139
[73] valid_0's poisson: -104.11 valid_0's tweedie: 50.7809
[74] valid_0's poisson: -104.19 valid_0's tweedie: 50.7509
[75] valid_0's poisson: -104.281 valid_0's tweedie: 50.7166
[76] valid_0's poisson: -104.368 valid_0's tweedie: 50.6849
[77] valid_0's poisson: -104.446 valid_0's tweedie: 50.6551
[78] valid_0's poisson: -104.526 valid_0's tweedie: 50.6256
[79] valid_0's poisson: -104.598 valid_0's tweedie: 50.5988
[80] valid_0's poisson: -104.68 valid_0's tweedie: 50.5679
[81] valid_0's poisson: -104.753 valid_0's tweedie: 50.54
[82] valid_0's poisson: -104.831 valid_0's tweedie: 50.5105
[83] valid_0's poisson: -104.9 valid_0's tweedie: 50.4845
[84] valid_0's poisson: -104.972 valid_0's tweedie: 50.4577
[85] valid_0's poisson: -105.036 valid_0's tweedie: 50.4332
[86] valid_0's poisson: -105.108 valid_0's tweedie: 50.406
[87] valid_0's poisson: -105.169 valid_0's tweedie: 50.3822
[88] valid_0's poisson: -105.235 valid_0's tweedie: 50.3575
[89] valid_0's poisson: -105.301 valid_0's tweedie: 50.3323
[90] valid_0's poisson: -105.361 valid_0's tweedie: 50.3094
[91] valid_0's poisson: -105.422 valid_0's tweedie: 50.2864
[92] valid_0's poisson: -105.476 valid_0's tweedie: 50.2655
[93] valid_0's poisson: -105.537 valid_0's tweedie: 50.242
[94] valid_0's poisson: -105.594 valid_0's tweedie: 50.2204
[95] valid_0's poisson: -105.649 valid_0's tweedie: 50.1996
[96] valid_0's poisson: -105.705 valid_0's tweedie: 50.1778
[97] valid_0's poisson: -105.757 valid_0's tweedie: 50.1576
[98] valid_0's poisson: -105.811 valid_0's tweedie: 50.1368
[99] valid_0's poisson: -105.863 valid_0's tweedie: 50.117
[100] valid_0's poisson: -105.911 valid_0's tweedie: 50.0979
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.6784 valid_0's tweedie: 56.4795
[2] valid_0's poisson: -88.168 valid_0's tweedie: 56.3125
[3] valid_0's poisson: -88.6448 valid_0's tweedie: 56.15
[4] valid_0's poisson: -89.1119 valid_0's tweedie: 55.9909
[5] valid_0's poisson: -89.5668 valid_0's tweedie: 55.8359
[6] valid_0's poisson: -90.0127 valid_0's tweedie: 55.6842
[7] valid_0's poisson: -90.447 valid_0's tweedie: 55.5364
[8] valid_0's poisson: -90.8698 valid_0's tweedie: 55.3926
[9] valid_0's poisson: -91.2798 valid_0's tweedie: 55.2531
[10] valid_0's poisson: -91.6798 valid_0's tweedie: 55.1169
[11] valid_0's poisson: -92.0691 valid_0's tweedie: 54.9844
[12] valid_0's poisson: -92.4501 valid_0's tweedie: 54.8548
[13] valid_0's poisson: -92.823 valid_0's tweedie: 54.728
[14] valid_0's poisson: -93.1836 valid_0's tweedie: 54.6052
[15] valid_0's poisson: -93.5391 valid_0's tweedie: 54.4842
[16] valid_0's poisson: -93.881 valid_0's tweedie: 54.3676
[17] valid_0's poisson: -94.2183 valid_0's tweedie: 54.2527
[18] valid_0's poisson: -94.5435 valid_0's tweedie: 54.1417
[19] valid_0's poisson: -94.8642 valid_0's tweedie: 54.0323
[20] valid_0's poisson: -95.1728 valid_0's tweedie: 53.9267
[21] valid_0's poisson: -95.4692 valid_0's tweedie: 53.8251
[22] valid_0's poisson: -95.7656 valid_0's tweedie: 53.7238
[23] valid_0's poisson: -96.0467 valid_0's tweedie: 53.6271
[24] valid_0's poisson: -96.3257 valid_0's tweedie: 53.5313
[25] valid_0's poisson: -96.5912 valid_0's tweedie: 53.4398
[26] valid_0's poisson: -96.8594 valid_0's tweedie: 53.3476
[27] valid_0's poisson: -97.1127 valid_0's tweedie: 53.26
[28] valid_0's poisson: -97.3651 valid_0's tweedie: 53.1728
[29] valid_0's poisson: -97.6062 valid_0's tweedie: 53.0892
[30] valid_0's poisson: -97.8458 valid_0's tweedie: 53.0063
[31] valid_0's poisson: -98.0727 valid_0's tweedie: 52.9273
[32] valid_0's poisson: -98.3017 valid_0's tweedie: 52.848
[33] valid_0's poisson: -98.5187 valid_0's tweedie: 52.7722
[34] valid_0's poisson: -98.7337 valid_0's tweedie: 52.6973
[35] valid_0's poisson: -98.9393 valid_0's tweedie: 52.6252
[36] valid_0's poisson: -99.1388 valid_0's tweedie: 52.5551
[37] valid_0's poisson: -99.3431 valid_0's tweedie: 52.4839
[38] valid_0's poisson: -99.5373 valid_0's tweedie: 52.4158
[39] valid_0's poisson: -99.7226 valid_0's tweedie: 52.3503
[40] valid_0's poisson: -99.9059 valid_0's tweedie: 52.2858
[41] valid_0's poisson: -100.085 valid_0's tweedie: 52.2225
[42] valid_0's poisson: -100.259 valid_0's tweedie: 52.161
[43] valid_0's poisson: -100.427 valid_0's tweedie: 52.1012
[44] valid_0's poisson: -100.593 valid_0's tweedie: 52.0428
[45] valid_0's poisson: -100.766 valid_0's tweedie: 51.982
[46] valid_0's poisson: -100.938 valid_0's tweedie: 51.9217
[47] valid_0's poisson: -101.091 valid_0's tweedie: 51.867
[48] valid_0's poisson: -101.241 valid_0's tweedie: 51.8135
[49] valid_0's poisson: -101.391 valid_0's tweedie: 51.7597
[50] valid_0's poisson: -101.549 valid_0's tweedie: 51.7045
[51] valid_0's poisson: -101.686 valid_0's tweedie: 51.655
[52] valid_0's poisson: -101.82 valid_0's tweedie: 51.6069
[53] valid_0's poisson: -101.966 valid_0's tweedie: 51.5551
[54] valid_0's poisson: -102.095 valid_0's tweedie: 51.5085
[55] valid_0's poisson: -102.236 valid_0's tweedie: 51.4587
[56] valid_0's poisson: -102.362 valid_0's tweedie: 51.4131
[57] valid_0's poisson: -102.48 valid_0's tweedie: 51.37
[58] valid_0's poisson: -102.611 valid_0's tweedie: 51.3233
[59] valid_0's poisson: -102.726 valid_0's tweedie: 51.2814
[60] valid_0's poisson: -102.852 valid_0's tweedie: 51.2364
[61] valid_0's poisson: -102.963 valid_0's tweedie: 51.1957
[62] valid_0's poisson: -103.068 valid_0's tweedie: 51.1571
[63] valid_0's poisson: -103.185 valid_0's tweedie: 51.1153
[64] valid_0's poisson: -103.29 valid_0's tweedie: 51.0769
[65] valid_0's poisson: -103.399 valid_0's tweedie: 51.0373
[66] valid_0's poisson: -103.498 valid_0's tweedie: 51.0009
[67] valid_0's poisson: -103.606 valid_0's tweedie: 50.9622
[68] valid_0's poisson: -103.698 valid_0's tweedie: 50.9277
[69] valid_0's poisson: -103.8 valid_0's tweedie: 50.8907
[70] valid_0's poisson: -103.89 valid_0's tweedie: 50.8574
[71] valid_0's poisson: -103.975 valid_0's tweedie: 50.8256
[72] valid_0's poisson: -104.071 valid_0's tweedie: 50.7907
[73] valid_0's poisson: -104.152 valid_0's tweedie: 50.7603
[74] valid_0's poisson: -104.244 valid_0's tweedie: 50.7267
[75] valid_0's poisson: -104.325 valid_0's tweedie: 50.6962
[76] valid_0's poisson: -104.412 valid_0's tweedie: 50.6642
[77] valid_0's poisson: -104.489 valid_0's tweedie: 50.635
[78] valid_0's poisson: -104.572 valid_0's tweedie: 50.6043
[79] valid_0's poisson: -104.646 valid_0's tweedie: 50.5767
[80] valid_0's poisson: -104.723 valid_0's tweedie: 50.548
[81] valid_0's poisson: -104.791 valid_0's tweedie: 50.5219
[82] valid_0's poisson: -104.867 valid_0's tweedie: 50.4938
[83] valid_0's poisson: -104.936 valid_0's tweedie: 50.468
[84] valid_0's poisson: -105.01 valid_0's tweedie: 50.4399
[85] valid_0's poisson: -105.074 valid_0's tweedie: 50.4152
[86] valid_0's poisson: -105.143 valid_0's tweedie: 50.3893
[87] valid_0's poisson: -105.207 valid_0's tweedie: 50.3649
[88] valid_0's poisson: -105.273 valid_0's tweedie: 50.34
[89] valid_0's poisson: -105.331 valid_0's tweedie: 50.3177
[90] valid_0's poisson: -105.395 valid_0's tweedie: 50.2932
[91] valid_0's poisson: -105.458 valid_0's tweedie: 50.2694
[92] valid_0's poisson: -105.513 valid_0's tweedie: 50.2481
[93] valid_0's poisson: -105.574 valid_0's tweedie: 50.2251
[94] valid_0's poisson: -105.626 valid_0's tweedie: 50.2045
[95] valid_0's poisson: -105.682 valid_0's tweedie: 50.1834
[96] valid_0's poisson: -105.735 valid_0's tweedie: 50.1631
[97] valid_0's poisson: -105.789 valid_0's tweedie: 50.142
[98] valid_0's poisson: -105.838 valid_0's tweedie: 50.1231
[99] valid_0's poisson: -105.89 valid_0's tweedie: 50.1033
[100] valid_0's poisson: -105.941 valid_0's tweedie: 50.0834
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=0, reg_alpha=0.0 will be ignored. Current value: lambda_l1=0
[LightGBM] [Warning] bagging_fraction is set=0.4, subsample=1.0 will be ignored. Current value: bagging_fraction=0.4
[LightGBM] [Warning] lambda_l2 is set=10, reg_lambda=0.0 will be ignored. Current value: lambda_l2=10
[1] valid_0's poisson: -87.6635 valid_0's tweedie: 56.485
[2] valid_0's poisson: -88.1506 valid_0's tweedie: 56.3192
[3] valid_0's poisson: -88.6251 valid_0's tweedie: 56.1577
[4] valid_0's poisson: -89.0872 valid_0's tweedie: 56.0006
[5] valid_0's poisson: -89.5374 valid_0's tweedie: 55.8476
[6] valid_0's poisson: -89.9761 valid_0's tweedie: 55.6986
[7] valid_0's poisson: -90.4076 valid_0's tweedie: 55.5521
[8] valid_0's poisson: -90.8266 valid_0's tweedie: 55.4098
[9] valid_0's poisson: -91.2356 valid_0's tweedie: 55.2709
[10] valid_0's poisson: -91.6317 valid_0's tweedie: 55.1363
[11] valid_0's poisson: -92.0197 valid_0's tweedie: 55.0045
[12] valid_0's poisson: -92.3972 valid_0's tweedie: 54.8762
[13] valid_0's poisson: -92.7652 valid_0's tweedie: 54.7511
[14] valid_0's poisson: -93.1254 valid_0's tweedie: 54.6287
[15] valid_0's poisson: -93.4748 valid_0's tweedie: 54.5099
[16] valid_0's poisson: -93.8159 valid_0's tweedie: 54.3938
[17] valid_0's poisson: -94.1466 valid_0's tweedie: 54.2812
[18] valid_0's poisson: -94.4732 valid_0's tweedie: 54.17
[19] valid_0's poisson: -94.7889 valid_0's tweedie: 54.0624
[20] valid_0's poisson: -95.0975 valid_0's tweedie: 53.9569
[21] valid_0's poisson: -95.3984 valid_0's tweedie: 53.854
[22] valid_0's poisson: -95.6917 valid_0's tweedie: 53.7537
[23] valid_0's poisson: -95.9773 valid_0's tweedie: 53.6558
[24] valid_0's poisson: -96.2564 valid_0's tweedie: 53.5603
[25] valid_0's poisson: -96.5272 valid_0's tweedie: 53.4672
[26] valid_0's poisson: -96.7882 valid_0's tweedie: 53.3772
[27] valid_0's poisson: -97.0439 valid_0's tweedie: 53.2891
[28] valid_0's poisson: -97.2949 valid_0's tweedie: 53.2025
[29] valid_0's poisson: -97.5362 valid_0's tweedie: 53.1189
[30] valid_0's poisson: -97.7768 valid_0's tweedie: 53.0359
[31] valid_0's poisson: -98.0049 valid_0's tweedie: 52.9566
[32] valid_0's poisson: -98.2287 valid_0's tweedie: 52.8787
[33] valid_0's poisson: -98.4495 valid_0's tweedie: 52.8019
[34] valid_0's poisson: -98.6622 valid_0's tweedie: 52.7277
[35] valid_0's poisson: -98.8727 valid_0's tweedie: 52.6544
[36] valid_0's poisson: -99.0776 valid_0's tweedie: 52.5828
[37] valid_0's poisson: -99.2743 valid_0's tweedie: 52.514
[38] valid_0's poisson: -99.4664 valid_0's tweedie: 52.4463
[39] valid_0's poisson: -99.6552 valid_0's tweedie: 52.38
[40] valid_0's poisson: -99.8409 valid_0's tweedie: 52.3148
[41] valid_0's poisson: -100.02 valid_0's tweedie: 52.2519
[42] valid_0's poisson: -100.194 valid_0's tweedie: 52.1902
[43] valid_0's poisson: -100.365 valid_0's tweedie: 52.1297
[44] valid_0's poisson: -100.532 valid_0's tweedie: 52.0703
[45] valid_0's poisson: -100.706 valid_0's tweedie: 52.0095
[46] valid_0's poisson: -100.863 valid_0's tweedie: 51.9535
[47] valid_0's poisson: -101.015 valid_0's tweedie: 51.8988
[48] valid_0's poisson: -101.177 valid_0's tweedie: 51.8419
[49] valid_0's poisson: -101.324 valid_0's tweedie: 51.7895
[50] valid_0's poisson: -101.481 valid_0's tweedie: 51.7338
[51] valid_0's poisson: -101.62 valid_0's tweedie: 51.684
[52] valid_0's poisson: -101.77 valid_0's tweedie: 51.6308
[53] valid_0's poisson: -101.903 valid_0's tweedie: 51.5826
[54] valid_0's poisson: -102.046 valid_0's tweedie: 51.5319
[55] valid_0's poisson: -102.175 valid_0's tweedie: 51.4853
[56] valid_0's poisson: -102.299 valid_0's tweedie: 51.4401
[57] valid_0's poisson: -102.433 valid_0's tweedie: 51.3926
[58] valid_0's poisson: -102.551 valid_0's tweedie: 51.3499
[59] valid_0's poisson: -102.675 valid_0's tweedie: 51.3052
[60] valid_0's poisson: -102.789 valid_0's tweedie: 51.2635
[61] valid_0's poisson: -102.912 valid_0's tweedie: 51.2197
[62] valid_0's poisson: -103.019 valid_0's tweedie: 51.1803
[63] valid_0's poisson: -103.122 valid_0's tweedie: 51.1425
[64] valid_0's poisson: -103.236 valid_0's tweedie: 51.1012
[65] valid_0's poisson: -103.337 valid_0's tweedie: 51.064
[66] valid_0's poisson: -103.446 valid_0's tweedie: 51.0247
[67] valid_0's poisson: -103.54 valid_0's tweedie: 50.9897
[68] valid_0's poisson: -103.642 valid_0's tweedie: 50.9526
[69] valid_0's poisson: -103.733 valid_0's tweedie: 50.9193
[70] valid_0's poisson: -103.833 valid_0's tweedie: 50.8828
[71] valid_0's poisson: -103.92 valid_0's tweedie: 50.8501
[72] valid_0's poisson: -104.014 valid_0's tweedie: 50.8155
[73] valid_0's poisson: -104.098 valid_0's tweedie: 50.7841
[74] valid_0's poisson: -104.188 valid_0's tweedie: 50.7508
[75] valid_0's poisson: -104.268 valid_0's tweedie: 50.7208
[76] valid_0's poisson: -104.348 valid_0's tweedie: 50.6906
[77] valid_0's poisson: -104.434 valid_0's tweedie: 50.6589
[78] valid_0's poisson: -104.508 valid_0's tweedie: 50.6305
[79] valid_0's poisson: -104.589 valid_0's tweedie: 50.6007
[80] valid_0's poisson: -104.663 valid_0's tweedie: 50.573
[81] valid_0's poisson: -104.733 valid_0's tweedie: 50.5464
[82] valid_0's poisson: -104.81 valid_0's tweedie: 50.5177
[83] valid_0's poisson: -104.88 valid_0's tweedie: 50.4908
[84] valid_0's poisson: -104.954 valid_0's tweedie: 50.4635
[85] valid_0's poisson: -105.017 valid_0's tweedie: 50.4391
[86] valid_0's poisson: -105.089 valid_0's tweedie: 50.412
[87] valid_0's poisson: -105.152 valid_0's tweedie: 50.3875
[88] valid_0's poisson: -105.217 valid_0's tweedie: 50.3628
[89] valid_0's poisson: -105.28 valid_0's tweedie: 50.3389
[90] valid_0's poisson: -105.346 valid_0's tweedie: 50.3139
[91] valid_0's poisson: -105.405 valid_0's tweedie: 50.2914
[92] valid_0's poisson: -105.461 valid_0's tweedie: 50.2696
[93] valid_0's poisson: -105.522 valid_0's tweedie: 50.2461
[94] valid_0's poisson: -105.58 valid_0's tweedie: 50.2243
[95] valid_0's poisson: -105.632 valid_0's tweedie: 50.2038
[96] valid_0's poisson: -105.69 valid_0's tweedie: 50.1821
[97] valid_0's poisson: -105.743 valid_0's tweedie: 50.1616
[98] valid_0's poisson: -105.797 valid_0's tweedie: 50.1406
[99] valid_0's poisson: -105.849 valid_0's tweedie: 50.1206
[100] valid_0's poisson: -105.898 valid_0's tweedie: 50.1016
[CV] END bagging_fraction=0.4, lambda_l1=0, lambda_l2=10, learning_rate=0.015625, max_depth=4, tweedie_variance_power=1.3; total time= 0.0s
[LightGBM] [Warning] lambda_l1 is set=10, reg_alpha=0.0 will be ignored. Current value: lambda_l1=10
[LightGBM] [Warning] bagging_fraction is set=0.8, subsample=1.0 will be ignored. Current value: bagging_fraction=0.8
[LightGBM] [Warning] lambda_l2 is set=0.1, reg_lambda=0.0 will be ignored. Current value: lambda_l2=0.1
[1] valid_0's poisson: -95.6524 valid_0's tweedie: 262.302
[2] valid_0's poisson: -100.066 valid_0's tweedie: 259.268
[3] valid_0's poisson: -102.668 valid_0's tweedie: 257.443
[4] valid_0's poisson: -104.378 valid_0's tweedie: 256.219
[5] valid_0's poisson: -105.638 valid_0's tweedie: 255.306
[6] valid_0's poisson: -106.566 valid_0's tweedie: 254.623
[7] valid_0's poisson: -107.155 valid_0's tweedie: 254.181
[8] valid_0's poisson: -107.583 valid_0's tweedie: 253.859
[9] valid_0's poisson: -107.922 valid_0's tweedie: 253.599
[10] valid_0's poisson: -108.197 valid_0's tweedie: 253.393
[11] valid_0's poisson: -108.401 valid_0's tweedie: 253.242
[12] valid_0's poisson: -108.51 valid_0's tweedie: 253.154
[13] valid_0's poisson: -108.641 valid_0's tweedie: 253.058
[14] valid_0's poisson: -108.726 valid_0's tweedie: 252.996
[15] valid_0's poisson: -108.801 valid_0's tweedie: 252.941
[16] valid_0's poisson: -108.887 valid_0's tweedie: 252.88
[17] valid_0's poisson: -108.953 valid_0's tweedie: 252.832
[18] valid_0's poisson: -108.994 valid_0's tweedie: 252.802
[19] valid_0's poisson: -109.071 valid_0's tweedie: 252.748
[20] valid_0's poisson: -109.11 valid_0's tweedie: 252.722
[21] valid_0's poisson: -109.122 valid_0's tweedie: 252.713
[22] valid_0's poisson: -109.178 valid_0's tweedie: 252.671
[23] valid_0's poisson: -109.214 valid_0's tweedie: 252.647
[24] valid_0's poisson: -109.244 valid_0's tweedie: 252.625
[25] valid_0's poisson: -109.257 valid_0's tweedie: 252.616
[26] valid_0's poisson: -109.27 valid_0's tweedie: 252.607
[27] valid_0's poisson: -109.279 valid_0's tweedie: 252.601
[28] valid_0's poisson: -109.3 valid_0's tweedie: 252.587
[29] valid_0's poisson: -109.343 valid_0's tweedie: 252.558
[30] valid_0's poisson: -109.352 valid_0's tweedie: 252.552
[31] valid_0's poisson: -109.372 valid_0's tweedie: 252.539
[32] valid_0's poisson: -109.374 valid_0's tweedie: 252.537
[33] valid_0's poisson: -109.383 valid_0's tweedie: 252.53
[34] valid_0's poisson: -109.416 valid_0's tweedie: 252.509
[35] valid_0's poisson: -109.426 valid_0's tweedie: 252.502
[36] valid_0's poisson: -109.443 valid_0's tweedie: 252.49
[37] valid_0's poisson: -109.459 valid_0's tweedie: 252.479
[38] valid_0's poisson: -109.468 valid_0's tweedie: 252.472
[39] valid_0's poisson: -109.486 valid_0's tweedie: 252.46
[40] valid_0's poisson: -109.487 valid_0's tweedie: 252.46
[41] valid_0's poisson: -109.496 valid_0's tweedie: 252.454
[42] valid_0's poisson: -109.511 valid_0's tweedie: 252.445
[43] valid_0's poisson: -109.51 valid_0's tweedie: 252.445
[44] valid_0's poisson: -109.513 valid_0's tweedie: 252.443
[45] valid_0's poisson: -109.517 valid_0's tweedie: 252.441
[46] valid_0's poisson: -109.519 valid_0's tweedie: 252.439
[47] valid_0's poisson: -109.522 valid_0's tweedie: 252.437
[48] valid_0's poisson: -109.533 valid_0's tweedie: 252.429
[49] valid_0's poisson: -109.547 valid_0's tweedie: 252.42
[50] valid_0's poisson: -109.548 valid_0's tweedie: 252.418
[51] valid_0's poisson: -109.562 valid_0's tweedie: 252.41
[52] valid_0's poisson: -109.566 valid_0's tweedie: 252.407
[53] valid_0's poisson: -109.569 valid_0's tweedie: 252.405
[54] valid_0's poisson: -109.57 valid_0's tweedie: 252.405
[55] valid_0's poisson: -109.57 valid_0's tweedie: 252.405
[56] valid_0's poisson: -109.576 valid_0's tweedie: 252.401
[57] valid_0's poisson: -109.582 valid_0's tweedie: 252.397
[58] valid_0's poisson: -109.587 valid_0's tweedie: 252.393
[59] valid_0's poisson: -109.591 valid_0's tweedie: 252.391
[60] valid_0's poisson: -109.601 valid_0's tweedie: 252.385
[61] valid_0's poisson: -109.603 valid_0's tweedie: 252.384
[62] valid_0's poisson: -109.604 valid_0's tweedie: 252.382
[63] valid_0's poisson: -109.61 valid_0's tweedie: 252.379
[64] valid_0's poisson: -109.612 valid_0's tweedie: 252.377
[65] valid_0's poisson: -109.617 valid_0's tweedie: 252.374
[66] valid_0's poisson: -109.623 valid_0's tweedie: 252.37
[67] valid_0's poisson: -109.631 valid_0's tweedie: 252.365
[68] valid_0's poisson: -109.634 valid_0's tweedie: 252.363
[69] valid_0's poisson: -109.644 valid_0's tweedie: 252.356
[70] valid_0's poisson: -109.644 valid_0's tweedie: 252.355
[71] valid_0's poisson: -109.649 valid_0's tweedie: 252.352
[72] valid_0's poisson: -109.654 valid_0's tweedie: 252.349
[73] valid_0's poisson: -109.66 valid_0's tweedie: 252.345
[74] valid_0's poisson: -109.66 valid_0's tweedie: 252.345
[75] valid_0's poisson: -109.664 valid_0's tweedie: 252.343
[76] valid_0's poisson: -109.669 valid_0's tweedie: 252.34
[77] valid_0's poisson: -109.668 valid_0's tweedie: 252.34
[78] valid_0's poisson: -109.67 valid_0's tweedie: 252.339
[79] valid_0's poisson: -109.67 valid_0's tweedie: 252.339
[80] valid_0's poisson: -109.672 valid_0's tweedie: 252.337
[81] valid_0's poisson: -109.673 valid_0's tweedie: 252.336
[82] valid_0's poisson: -109.677 valid_0's tweedie: 252.334
[83] valid_0's poisson: -109.678 valid_0's tweedie: 252.333
[84] valid_0's poisson: -109.681 valid_0's tweedie: 252.331
[85] valid_0's poisson: -109.685 valid_0's tweedie: 252.329
[86] valid_0's poisson: -109.688 valid_0's tweedie: 252.326
[87] valid_0's poisson: -109.695 valid_0's tweedie: 252.322
[88] valid_0's poisson: -109.694 valid_0's tweedie: 252.323
[89] valid_0's poisson: -109.698 valid_0's tweedie: 252.32
[90] valid_0's poisson: -109.701 valid_0's tweedie: 252.318
[91] valid_0's poisson: -109.705 valid_0's tweedie: 252.315
[92] valid_0's poisson: -109.707 valid_0's tweedie: 252.314
[93] valid_0's poisson: -109.707 valid_0's tweedie: 252.314
[94] valid_0's poisson: -109.711 valid_0's tweedie: 252.311
[95] valid_0's poisson: -109.72 valid_0's tweedie: 252.305
[96] valid_0's poisson: -109.721 valid_0's tweedie: 252.305
[97] valid_0's poisson: -109.722 valid_0's tweedie: 252.304
[98] valid_0's poisson: -109.726 valid_0's tweedie: 252.302
[99] valid_0's poisson: -109.731 valid_0's tweedie: 252.298
[100] valid_0's poisson: -109.736 valid_0's tweedie: 252.295
Visualizing all the results together as a bar chart¶
In [16]:
results
Out[16]:
| Method | Train MSE | Train MAE | Train R2 | Test MSE | Test MAE | Test R2 | |
|---|---|---|---|---|---|---|---|
| 0 | GLM: Linear | 1,368.677 | 24.964 | 0.444 | 1,270.174 | 23.985 | 0.447 |
| 1 | GLM: Poisson | 1,354.006 | 21.726 | 0.450 | 1,228.898 | 20.641 | 0.465 |
| 2 | GLM: Tweedie | 1,383.374 | 21.755 | 0.438 | 1,254.304 | 20.661 | 0.454 |
| 3 | GLM Stack | 975.428 | 19.011 | 0.604 | 927.214 | 18.199 | 0.596 |
| 4 | Random Forest | 494.632 | 12.512 | 0.799 | 486.609 | 12.261 | 0.788 |
| 5 | ExtraTrees | 560.303 | 13.833 | 0.773 | 554.488 | 13.641 | 0.759 |
| 6 | XGB: Squared Error | 134.926 | 7.227 | 0.945 | 254.099 | 9.475 | 0.889 |
| 7 | XGB: Pseudo Huber | 335.578 | 9.999 | 0.864 | 360.987 | 11.274 | 0.843 |
| 8 | XGB: Poisson | 181.602 | 7.958 | 0.926 | 250.034 | 8.958 | 0.891 |
| 9 | XGB: Tweedie | 139.167 | 6.958 | 0.944 | 231.110 | 8.648 | 0.899 |
| 10 | LGBM: Squared Error | 184.264 | 8.293 | 0.925 | 260.745 | 9.535 | 0.887 |
| 11 | LGBM: Absolute Error | 302.753 | 9.071 | 0.877 | 321.206 | 9.756 | 0.860 |
| 12 | LGBM: Huber | 744.769 | 12.485 | 0.698 | 702.736 | 12.204 | 0.694 |
| 13 | LGBM: Quantile | 852.409 | 18.726 | 0.654 | 815.393 | 18.671 | 0.645 |
| 14 | LGBM: Poisson | 223.913 | 8.776 | 0.909 | 264.663 | 9.215 | 0.885 |
| 15 | LGBM: Tweedie | 182.309 | 8.035 | 0.926 | 245.714 | 8.939 | 0.893 |
In [17]:
# Save all the results so that we can plot without running the whole lot of experiments again
results.to_csv('./data/ch07/case-study-results.csv', index=False)
In [9]:
results = pd.read_csv('./data/ch07/case-study-results.csv')
groups = {'Linear\nmodels': ['GLM: Linear', 'GLM: Poisson', 'GLM: Tweedie'],
'Meta\nlearning': ['GLM Stack'],
'Random\nforest': ['RF: Squared Error', 'RF: Poisson'],
'Extra\nTrees': ['XT: Squared Error', 'XT: Poisson'],
'Gradient\nboosting': ['LGBM: Squared Error', 'LGBM: Absolute Error',
'LGBM: Huber', 'LGBM: Poisson', 'LGBM: Tweedie'],
'Newton\nboosting': ['XGB: Squared Error', 'XGB: Pseudo Huber', 'XGB: Poisson', 'XGB: Tweedie']}
# fig, ax = plt.subplots(nrows=1, ncols=3, figsize=(12, 4))
# for j, metric in enumerate(['Test MAE', 'Test MSE', 'Test R2']):
fig, ax = plt.subplots(nrows=1, ncols=1, figsize=(9, 4))
for j, metric in enumerate(['Test R2']):
for i, (methods, group) in enumerate(groups.items()):
yy = results[results.Method.isin(group)][metric].values
xx = i + (np.arange(0, len(yy)) - np.median(np.arange(0, len(yy)))) * 0.2
ax.bar(xx, yy, width=0.15, alpha=0.3)
for k in range(len(group)):
ax.text(xx[k]-0.04, 0.05, group[k], rotation='vertical', fontsize=12)
ax.set_xticks(range(6))
ax.set_xticklabels(list(groups.keys()), fontsize=12)
ax.set_ylabel('R2 score', fontsize=12)
ax.set_title('Test set performance with R2 score', fontsize=12)
fig.tight_layout()
# plt.savefig('./figures/CH07_F14_Kunapuli.png', format='png', dpi=300, bbox_inches='tight')
# plt.savefig('./figures/CH07_F14_Kunapuli.pdf', format='pdf', dpi=300, bbox_inches='tight')
In [8]:
import pandas as pd
df = pd.read_csv('./data/ch07/case-study-results.csv')
print(df.to_string(index=False))
Method Train MSE Train MAE Train R2 Test MSE Test MAE Test R2
GLM: Linear 1,368.677 24.964 0.444 1,270.174 23.985 0.447
GLM: Poisson 1,354.006 21.726 0.450 1,228.898 20.641 0.465
GLM: Tweedie 1,383.374 21.755 0.438 1,254.304 20.661 0.454
GLM Stack 975.428 19.011 0.604 927.214 18.199 0.596
XGB: Squared Error 134.926 7.227 0.945 254.099 9.475 0.889
XGB: Pseudo Huber 335.578 9.999 0.864 360.987 11.274 0.843
XGB: Poisson 181.602 7.958 0.926 250.034 8.958 0.891
XGB: Tweedie 139.167 6.958 0.944 231.110 8.648 0.899
LGBM: Squared Error 184.264 8.293 0.925 260.745 9.535 0.887
LGBM: Absolute Error 302.753 9.071 0.877 321.206 9.756 0.860
LGBM: Huber 744.769 12.485 0.698 702.736 12.204 0.694
LGBM: Quantile 852.409 18.726 0.654 815.393 18.671 0.645
LGBM: Poisson 223.913 8.776 0.909 264.663 9.215 0.885
LGBM: Tweedie 182.309 8.035 0.926 245.714 8.939 0.893
RF: Squared Error 497.514 12.530 0.798 487.923 12.264 0.788
RF: Poisson 566.552 13.081 0.770 549.014 12.684 0.761
XT: Squared Error 567.141 13.911 0.770 559.725 13.700 0.756
XT: Poisson 576.096 13.946 0.766 566.706 13.754 0.753
In [ ]: